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[dagster-airlift] Add executable stage to federation tutorial
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89
...-federation-tutorial/airlift_federation_tutorial/dagster_defs/stages/executable_and_da.py
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from dagster import ( | ||
AutomationConditionSensorDefinition, | ||
DefaultSensorStatus, | ||
Definitions, | ||
MaterializeResult, | ||
multi_asset, | ||
) | ||
from dagster._core.definitions.asset_spec import replace_attributes | ||
from dagster._core.definitions.declarative_automation.automation_condition import ( | ||
AutomationCondition, | ||
) | ||
from dagster_airlift.core import ( | ||
AirflowBasicAuthBackend, | ||
AirflowInstance, | ||
build_airflow_polling_sensor, | ||
load_airflow_dag_asset_specs, | ||
) | ||
|
||
upstream_airflow_instance = AirflowInstance( | ||
auth_backend=AirflowBasicAuthBackend( | ||
webserver_url="http://localhost:8081", | ||
username="admin", | ||
password="admin", | ||
), | ||
name="upstream", | ||
) | ||
|
||
downstream_airflow_instance = AirflowInstance( | ||
auth_backend=AirflowBasicAuthBackend( | ||
webserver_url="http://localhost:8082", | ||
username="admin", | ||
password="admin", | ||
), | ||
name="downstream", | ||
) | ||
|
||
load_customers_dag_asset = next( | ||
iter( | ||
load_airflow_dag_asset_specs( | ||
airflow_instance=upstream_airflow_instance, | ||
dag_selector_fn=lambda dag: dag.dag_id == "load_customers", | ||
) | ||
) | ||
) | ||
customer_metrics_dag_asset = replace_attributes( | ||
next( | ||
iter( | ||
load_airflow_dag_asset_specs( | ||
airflow_instance=downstream_airflow_instance, | ||
dag_selector_fn=lambda dag: dag.dag_id == "customer_metrics", | ||
) | ||
) | ||
# Add a dependency on the load_customers_dag_asset | ||
), | ||
deps=[load_customers_dag_asset], | ||
automation_condition=AutomationCondition.eager(), | ||
) | ||
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|
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@multi_asset(specs=[customer_metrics_dag_asset]) | ||
def run_customer_metrics() -> MaterializeResult: | ||
run_id = downstream_airflow_instance.trigger_dag("customer_metrics") | ||
downstream_airflow_instance.wait_for_run_completion("customer_metrics", run_id) | ||
if downstream_airflow_instance.get_run_state("customer_metrics", run_id) == "success": | ||
return MaterializeResult(asset_key=customer_metrics_dag_asset.key) | ||
else: | ||
raise Exception("Dag run failed.") | ||
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upstream_sensor = build_airflow_polling_sensor( | ||
mapped_assets=[load_customers_dag_asset], | ||
airflow_instance=upstream_airflow_instance, | ||
) | ||
downstream_sensor = build_airflow_polling_sensor( | ||
mapped_assets=[customer_metrics_dag_asset], | ||
airflow_instance=downstream_airflow_instance, | ||
) | ||
|
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automation_sensor = AutomationConditionSensorDefinition( | ||
name="automation_sensor", | ||
target="*", | ||
default_status=DefaultSensorStatus.RUNNING, | ||
minimum_interval_seconds=1, | ||
) | ||
|
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defs = Definitions( | ||
assets=[load_customers_dag_asset, run_customer_metrics], | ||
sensors=[upstream_sensor, downstream_sensor], | ||
) |
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...es/airlift-federation-tutorial/airlift_federation_tutorial_tests/test_executable_stage.py
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import subprocess | ||
from typing import Generator | ||
|
||
import pytest | ||
import requests | ||
from airlift_federation_tutorial_tests.conftest import ORIG_DEFS_FILE, makefile_dir, replace_file | ||
from dagster_airlift.in_airflow.gql_queries import ASSET_NODES_QUERY | ||
from dagster_airlift.test.shared_fixtures import stand_up_dagster | ||
|
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EXECUTABLE_STAGE_FILE = ORIG_DEFS_FILE.parent / "stages" / "executable_and_da.py" | ||
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@pytest.fixture | ||
def completed_stage() -> Generator[None, None, None]: | ||
with replace_file(ORIG_DEFS_FILE, EXECUTABLE_STAGE_FILE): | ||
yield | ||
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@pytest.fixture(name="dagster_dev") | ||
def dagster_fixture( | ||
upstream_airflow: subprocess.Popen, downstream_airflow: subprocess.Popen, completed_stage: None | ||
) -> Generator[subprocess.Popen, None, None]: | ||
process = None | ||
try: | ||
with stand_up_dagster( | ||
dagster_dev_cmd=["make", "-C", str(makefile_dir()), "dagster_run"], | ||
port=3000, | ||
) as process: | ||
yield process | ||
finally: | ||
if process: | ||
process.terminate() | ||
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def test_executable_stage(dagster_dev: subprocess.Popen) -> None: | ||
response = requests.post( | ||
# Timeout in seconds | ||
"http://localhost:3000/graphql", | ||
json={"query": ASSET_NODES_QUERY}, | ||
timeout=3, | ||
) | ||
assert response.status_code == 200 | ||
assert len(response.json()["data"]["assetNodes"]) == 2 |