24.09.6

Features

• Update SDK to retrieve and use IDs for VFolder API operations instead of names (#3471)

Fixes

• Add reject middleware for web security (#2937)
• Refactor container registries' projects traversal logic of the image rescanning. (#2979)
• Fix regression of outdated vfolder GQL resolver. (#3047)
• Fix image without metadata label not working (#3341)
• Enforce VFolder name length restriction through the API schema, not by the DB column constraint (#3363)
• Fix password based SSH login not working on sessions based on certain images (#3387)
• Fix purge API to allow deletion of owner-deleted VFolders by directly retrieving VFolders using the folder ID (#3388)
• Fix formatting errors when logging exceptions raised from the current local process that did not pass our custom serialization step (#3410)
• Fix scanning and loading container images with no labels at all (null in the image manifests) (#3411)
• Fix missing CPU architecture name lookup in LocalRegistry to directly scan and load container images from the local Docker daemon in dev setups (#3420)
• Utilization idle checker computes kernel resource usages correctly (#3442)
• Fix a mis-implementation that has prevented using UUIDs to indicate an exact vfolder when invoking the vfolder REST API (#3451)
• Fix GQL vfolder_mounts field resolver of compute_session type (#3461)
• Raise exception if multiple VFolders exist in decorator (#3465)
• Fix empty tag image scan error in docker registry. (#3513)
• Fix Broken CSS by allowing unsafe-inline content security policy. (#3572)
• Check intrinsic time files exist before mount (#3583)
• Remove foreign key constraint from EndpointRow.image column. (#3599)

Documentation Updates

• Deprecate non relay container registry GQL explicitly. (#3231)

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25.1.1

Features

• Implement fine-grained seccomp profile managed by Backend.AI Agent. (#3019)
• Enable image rescanning by project. (#3237)
• Support auto-scaling of model services by observing proxy and app-specific metrics as configured by autoscaling rules bound to each endpoint (#3277)
• Deprecate the JWT-based X-BackendAI-SSO header to reduce complexity in authentication process for the pipeline service (#3353)
• Add Grafana and Prometheus to Docker Compose (#3458)
• Integrate Pyroscope with Backend.AI (#3459)
• Update SDK to retrieve and use IDs for VFolder API operations instead of names (#3471)

Fixes

• Refactor container registries' projects traversal logic of the image rescanning. (#2979)
• Fix regression of outdated vfolder GQL resolver. (#3047)
• Fix image without metadata label not working (#3341)
• Enforce VFolder name length restriction through the API schema, not by the DB column constraint (#3363)
• Fix password based SSH login not working on sessions based on certain images (#3387)
• Fix purge API to allow deletion of owner-deleted VFolders by directly retrieving VFolders using the folder ID (#3388)
• Fix certain customized images not being pushed to registry properly (#3391)
• Fix formatting errors when logging exceptions raised from the current local process that did not pass our custom serialization step (#3410)
• Fix scanning and loading container images with no labels at all (null in the image manifests) (#3411)
• Fix missing CPU architecture name lookup in LocalRegistry to directly scan and load container images from the local Docker daemon in dev setups (#3420)
• Utilization idle checker computes kernel resource usages correctly (#3442)
• Filter vfolders by status before initiating a vfolder deletion task (#3446)
• Fix a mis-implementation that has prevented using UUIDs to indicate an exact vfolder when invoking the vfolder REST API (#3451)
• Fix the required state output logic in the openopi reference documentation correctly (#3460)
• Raise exception if multiple VFolders exist in decorator (#3465)

Documentation Updates

• Deprecate non relay container registry GQL explicitly. (#3231)

Miscellaneous

• Upgrade pantsbuild from 2.21 to 2.23, replacing the scie plugin with the intrinsic pex's scie build support (#3377)

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24.12.1

Fixes

• Fix broken session CLI commands due to invalid initialization of ComputeSession. (#3222)
• Fix a regression that modifying a model service endpoint's replica count always sets it to 1 regardless of the user input (#3337)

Miscellaneous

• Fix the commit message format when assigning the PR number to an anonymous news fragment (#3309)

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24.09.5

Features

• Allow specifying a full shell script string in start_command of model-definition.yaml while preserving shell variable expansions to allow access to environment variables in service definitions (#3248)
• Add several commonly used GPU configuration environment variables defined in containers by default: GPU_TYPE, GPU_COUNT, GPU_CONFIG, GPU_MODEL_NAME and TF_GPU_MEMORY_ALLOC (#3275)

Fixes

• Fix the TUI installer to make the install path always visible (#3029)
• Fix broken session CLI commands due to invalid initialization of ComputeSession. (#3222)
• Fix CLI test failures caused by yarl.URL._val type change. (#3235)
• Prevent vfolder request-download API from accessing host filesystem. (#3241)
• Fix 1d42c726d8a3 revision execution failing (#3254)

Miscellaneous

• Upgrade the base CPython version from 3.12.6 to 3.12.8 (#3302)

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24.12.0

Breaking Changes

• Add PREPARED status for compute sessions and kernels to indicate completion of pre-creation tasks such as image pull (#2647)
• Add new CREATING session status to represent container creation phase, and redefine PREPARING status to specifically indicate pre-container preparation phases (#3114)

Features

• Migrate container registry config storage from Etcd to PostgreSQL (#1917)
• Add background task that reports manager DB status. (#2566)
• Add manager DB stat API compatible with Prometheus. (#2567)
• Allow regular users to assign agent manually if hide-agent configuration is disabled (#2614)
• Implement ID-based client workflow to ContainerRegistry API. (#2615)
• Rafactor Base ContainerRegistry's scan_tag and implement MEDIA_TYPE_DOCKER_MANIFEST type handling. (#2620)
• Support GitHub Container Registry. (#2621)
• Support GitLab Container Registry. (#2622)
• Support AWS ECR Public Container Registry. (#2623)
• Support AWS ECR Private Container Registry. (#2624)
• Replace rescan command's --local flag with local container registry record. (#2665)
• Add public API webapp to allow externel services to query insensitive metrics (#2695)
• Add project column to the images table and refactoring ImageRef logic. (#2707)
• Check if agent has the required image before creating compute kernels (#2721)
• Introduce network feature (#2726)
• Support docker image manifest v2 schema1. (#2815)
• Support setting health check interval for model service. (#2825)
• Add session status checker GQL mutation. (#2836)
• Add filter and order parameters to Group GQL Relay API. (#2863)
• Add GQL agent type and resolver (#2873)
• Add vast_use_auth_token config to utilize VASTData API token optionally. (#2901)
• Use a valid value for the id field in the GQL schema query resolver for ContainerRegistry. (#2908)
• Add GQL Relay domain query schema and resolver (#2934)
• Add namespace, base_image_name, tags and version fields to GQL image schema (#2939)
• Allow container user to join extra Linux groups. (#2944)
• Add filtering and ordering by open_to_public field in endpoint queries (#2954)
• Hide FastTrack (pipeline) menu by default on installation by install-dev.sh script. (#3010)
• Support batch session timeout. (#3066)
• Add an show_non_installed_images option to show all images regardless of installation on environment select section in session/service launcher page. (#3124)
• Allow destroying sessions in PULLING status for all users (#3128)
• Show live stats from inference framework when supported (#3133)
• Allow specifying a full shell script string in start_command of model-definition.yaml while preserving shell variable expansions to allow access to environment variables in service definitions (#3248)
• Rename endpoint.desired_session_count to endpoint.replicas (#3257)
• Add several commonly used GPU configuration environment variables defined in containers by default: GPU_TYPE, GPU_COUNT, GPU_CONFIG, GPU_MODEL_NAME and TF_GPU_MEMORY_ALLOC (#3275)
• Populate BACKEND_MODEL_NAME environment variable automatically on inference session (#3281)
• Fix container cleanup process failing with error AttributeError: 'DockerKernel' object has no attribute 'network_driver' (#3286)

Improvements

• Convert VFolder deletion from blocking response to event-driven pattern (#3063)

Fixes

• Explicitly wait for readiness of the Docker daemon and the compose stack before pouring database fixtures in install-dev.sh for when installing at the provisioning stage of Codespaces and integration tests in CI. (#2378)
• Fix silent failure of DockerAgent.push_image(), DockerAgent.pull_image(). (#2572)
• Fix missing notification of cancellation or failure of background tasks when shutting down the server (#2579)
• Add missing implementation of wsproxy and manager CLI's log-level customization options (#2698)
• Add missing batch execution call after session starts (#2884)
• Fix a regression of the unicode-aware slug update that prevented creation of dot-prefixed (automount) vfolders (#2892)
• Fix invalid image format log spam in Agent (#2894)
• Fix wrong creation of raw_configs in _create_kernels_in_one_agent (#2896)
• Disallow None id encoding in AsyncNode.to_global_id(). (#2898)
• Assign valid value to id field in ContainerRegistryNode GQL schema query resolver. (#2899)
• Update vast quota rather than raise error when quota exists. (#2900)
• Calculate correct expiration time of VAST auth token and add vast_force_login config to enable login before every REST API call (#2911)
• Update Dellemc OneFS storage backend to correctly initialize volume object and wrong http request arguments (#2918)
• Fix modify_endpoint() mutation to handle empty JSONString properly for environment variables (#2922)
• Fix order GQL query argument parser of group_nodes (#2927)
• Set the postgres_readonly flag to false when begin generic sessions (#2946)
• Fix wrong container registry migration script. (#2949)
• Let GPFS client keep polling when GPFS job is running (#2961)
• Handle IndexError when parse string to BinarySize (#2962)
• Handle error when convert shmem string value into BinarySize (#2972)
• Make image, container_registry table's project column nullable and improve container registry storage config migration script. (#2978)
• Fix a wrong parameter when call 'recalc_agent_resource_occupancy()' (#2982)
• Allow the modify_compute_session mutation works without priority field in input argument and let the mutation validates name value (#2985)
• Fix wrong password limit in container registry migration script. (#2986)
• Fix architecture condition not applied when query images rows (#2989)
• Deprecate project_id GQL argument and add nullable scope_id GQL argument (#2991)
• Strengthen join condition between kernels and images to prevent incorrect matches (#2993)
• Enable session commit to different registry, project. (#2997)
• Wrong field reference in ImageNode resolver (#3002)
• Fix obsolete logic of untag() of HarborRegistry_v2. (#3004)
• Fix Agent.compute_containers GraphQL field by adding missing resolver (#3011)
• Fix Agent GQL Regression error. (#3013)
• Fix backend.ai apps command's fau...

24.09.4

Miscellaneous

• Add alembic revision history as of 24.03.11

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24.09.4rc1

Miscellaneous

• Add alembic revision history as of 24.03.11

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24.09.3

Fixes

• Allow purging vfolders by enabling name-based queries of deleted VFolders (#3176)
• Fix the issue where the value of occupying slots abnormally multiplies when creating a compute session (#3186)
• Add missing extra field to ContainerRegistryNode GQL query, mutations. (#3208)

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24.09.3rc2

Fixes

• Fix purge functionality that deletes VFolder records by allowing admins to query other users' VFolders (#3223)

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24.09.3rc1

Fixes

• Allow purging vfolders by enabling name-based queries of deleted VFolders (#3176)
• Fix the issue where the value of occupying slots abnormally multiplies when creating a compute session (#3186)
• Add missing extra field to ContainerRegistryNode GQL query, mutations. (#3208)

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