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Changelog#

1.5.5 / 0.21.5 (libraries)#

New#

  • Dagster now supports using Pydantic 2 models for Config and Resources. Pydantic 1.10 continues to be supported.
  • Added a report_asset_observation REST API endpoint for runless external asset observation events
  • Dramatically improved the performance of partition-mapping, for basic hourly and daily partitions definitions
  • [ui] When viewing a list of runs, you can quickly add the tag in the “Launched by” column as a filter on the list view. Hover over the tag to see the “Add to filter” button.
  • [helm] The env vars DAGSTER_K8S_PG_PASSWORD_SECRET and DAGSTER_K8S_INSTANCE_CONFIG_MAP will no longer be set in all pods.
  • [dagster-pyspark] build_pyspark_zip now takes an exclude parameter that can be used to customize the set of excluded files.
  • [ui] Links beginning with http://, https:// in unstructured run logs (via context.log) are automatically converted to clickable links

Bugfixes#

  • Fixed an asset backfill bug where certain asset partitions with no targeted parents would hang indefinitely.
  • Fixed a bug where the source_key_prefix argument to load_assets_from_current_module and load_assets_from_package_name was ignored
  • Fixed two bugs in dagster_embedded_elt where the mode parameter was not being passed to Sling, and only one asset could be created at a time
  • Fixed a bug with handing default values for Pydantic validators on Windows
  • [ui] Clicking an asset with checks shows them in the asset graph sidebar, even if live data on the page is still loading.
  • [ui] Reported materialization events are presented more clearly in the asset graph sidebar and in other parts of the Dagster UI.

Deprecations#

  • [helm] The pipelineRun configuration in the Helm chart is now deprecated. The same config can be set under dagster-user-deployments

Community Contributions#

  • Added setup_for_execution and teardown_after_execution calls to the inner IOManagers of the BranchingIOManager - thank you @danielgafni!
  • The S3FakeResource.upload_fileobj() signature is now consistent with boto3 S3.Client.upload_fileobj() - thank you @jeanineharb!
  • dbt_assets now have an optional name parameter - thank you @AlexanderVR!

Documentation#

1.5.4 / 0.21.4 (libraries)#

New#

  • Added a report_asset_check REST API endpoint for runless external asset check evaluation events. This is available in cloud as well.
  • The config argument is now supported on @graph_multi_asset
  • [ui] Improved performance for global search UI, especially for deployments with very large numbers of jobs or assets.
  • [dagster-pipes] Add S3 context injector/reader.
  • [dagster-dbt] When an exception when running a dbt command, error messages from the underlying dbt invocation are now properly surfaced to the Dagster exception.
  • [dagster-dbt] The path to the dbt executable is now configurable in DbtCliResource.

Bugfixes#

  • Fixed a bug introduced in 1.5.3 that caused errors when launching specific Ops in a Job.
  • Fixed a bug introduced in 1.5.0 that prevented the AssetExecutionContext type annotation for the context parameter in @asset_check functions.
  • Fixed an issue where the Dagster scheduler would sometimes fail to retry a tick if there was an error reloading a code location in the middle of the tick.
  • [dagster-dbt] Fixed an issue where explicitly passing in profiles_dir=None into DbtCliResource would cause incorrect validation.
  • [dagster-dbt] Fixed an issue where partial parsing was not working when reusing existing target paths in subsequent dbt invocations.
  • [ui] Fixed an issue where the job partitions UI would show “0 total partitions” if the job consisted of more than 100 assets

Community Contributions#

  • [dagster-duckdb] The DuckDBResource and DuckDBIOManager accept a connection_config configuration that will be passed as config to the DuckDB connection. Thanks @xjhc!

Experimental#

  • Added events in the run log when a step is blocked by a global op concurrency limit.
  • Added a backoff for steps querying for open concurrency slots.
  • Auto-materialize logic to skip materializing when (1) a backfill is in progress or (2) parent partitions are required but nonexistent are now refactored to be skip rules.
  • [ui] Added 2 new asset graph layout algorithms under user settings that are significantly faster for large graphs (1000+ assets).

Documentation#

Dagster Cloud#

  • Running multiple agents is no longer considered experimental.
  • When the agent spins up a new code server while updating a code location, it will now wait until the new code location uploads any changes to Dagster Cloud before allowing the new server to serve requests.

1.5.3 / 0.21.3 (libraries)#

New#

  • Alert policies can now be set on assets + asset checks (currently experimental). Check out the alerting docs for more information.
  • Added a new flag --live-data-poll-rate that allows configuring how often the UI polls for new asset data when viewing the asset graph, asset catalog, or overview assets page. It defaults to 2000 ms.
  • Added back the ability to materialize changed and missing assets from the global asset-graph. A dialog will open allowing you to preview and select which assets to materialize.
  • Added an experimental AMP Timeline page to give more visibility into the automaterialization daemon. You can enable it under user settings
  • Added a report_asset_materialization REST API endpoint for creating external asset materialization events. This is available in cloud as well.
  • [dbt] The @dbt_assets decorator now accepts a backfill_policy argument, for controlling how the assets are backfilled.
  • [dbt] The @dbt_assets decorator now accepts a op_tags argument, for passing tags to the op underlying the produced AssetsDefinition.
  • [pipes] Added get_materialize_result & get_asset_check_result to PipesClientCompletedInvocation
  • [dagster-datahub] The acryl-datahub pin in the dagster-datahub package has been removed.
  • [dagster-databricks] The PipesDatabricksClient now performs stdout/stderr forwarding from the Databricks master node to Dagster.
  • [dagster-dbt] The hostname of the dbt API can now be configured when executing the dagster-dbt-cloud CLI.
  • [dagster-k8s] Added the ability to customize how raw k8s config tags set on an individual Dagster job are merged with raw k8s config set on the K8sRunLauncher. See the docs for more information.

Bugfixes#

  • Previously, the asset backfill page would display negative counts if failed partitions were manually re-executed. This has been fixed.

  • Fixed an issue where the run list dialog for viewing the runs occupying global op concurrency slots did not expand to fit the content size.

  • Fixed an issue where selecting a partition would clear the launchpad and typing in the launchpad would clear the partition selection

  • Fixed various issues with the asset-graph displaying the wrong graph

  • The IO manager’s handle_output method is no longer invoked when observing an observable source asset.

  • [ui] Fixed an issue where the run config dialog could not be scrolled.

  • [pipes] Fixed an issue in the PipesDockerClient with parsing logs fetched via the docker client.

  • [external assets] Fixed an issue in external_assets_from_specs where providing multiple specs would error

  • [external assets] Correct copy in tooltip to explain why Materialize button is disabled on an external asset.

Breaking Changes#

  • [pipes] A change has been made to the environment variables used to detect if the external process has been launched with pipes. Update the dagster-pipes version used in the external process.
  • [pipes] The top level function is_dagster_pipes_process has been removed from the dagster-pipes package.

Community Contributions#

  • Override a method in the azure data lake IO manager (thanks @0xfabioo)!
  • Add support of external launch types in ECS run launcher (thanks @cuttius)!

Experimental#

  • The Python GraphQL client is considered stable and is no longer marked as experimental.

1.5.2 / 0.21.2 (libraries)#

Bugfixes#

  • Previously, asset backfills targeting assets with multi-run backfill policies would raise a "did not submit all run requests" error. This has been fixed.

Dagster Cloud#

  • The experimental dagster-insights package has receieved some API surface area updates and bugfixes.

1.5.1 / 0.21.1 (libraries)#

New#

  • Dagster now automatically infers a dependency relationship between a time-partitioned asset and a multi-partitioned asset with a time dimension. Previously, this was only inferred when the time dimension was the same in each asset.
  • The EnvVar utility will now raise an exception if it is used outside of the context of a Dagster resource or config class. The get_value() utility will retrieve the value outside of this context.
  • [ui] The runs page now displays a “terminate all” button at the top, to bulk terminate in-progress runs.
  • [ui] Asset Graph - Various performance improvements that make navigating large asset graphs smooth
  • [ui] Asset Graph - The graph now only fetches data for assets within the viewport solving timeout issues with large asset graphs
  • [ui] Asset Graph Sidebar - The sidebar now shows asset status
  • [dagster-dbt] When executing dbt invocations using DbtCliResource, an explicit target_path can now be specified.
  • [dagster-dbt] Asset checks can now be enabled by using DagsterDbtTranslator and DagsterDbtTranslatorSettings: see the docs for more information.
  • [dagster-embedded-elt] Dagster library for embedded ELT

Bugfixes#

  • [ui] Fixed various issues on the asset details page where partition names would overflow outside their containers
  • [ui] Backfill notification - Fixed an issue where the backfill link didn’t take the —path-prefix option into account
  • [ui] Fixed an issue where the instance configuration yaml would persist rendering even after navigating away from the page.
  • [ui] Fixed issues where config yaml displays could not be scrolled.
  • [dagster-webserver] Fixed a performance issue that caused the UI to load slowly

Deprecations#

  • [dagster-dbt] Enabling asset checks using dbt project metadata has been deprecated.