cronitor pin to allow versions >= 5.0.1 to enable use of DayOfWeek as 7. Cronitor 4.0.0 is still disallowed. (Thanks, @joshuataylor!)checkDbReadyInitContainer to optionally disable db check initContainer.kind tags. (Thanks, @dragos-pop!)Re-executions.kind tag for display in the UI.DataprocResource now receives an optional parameter labels to be attached to Dataproc clusters. (Thanks, @thiagoazcampos!)checkDbReadyInitContainer flag to the Dagster Helm chart to allow disabling the default init container behavior. (Thanks, @easontm!)build_materialize_workbook_assets_definition which can be used to build assets that run materialize schedules for a Sigma workbook.SnowflakeResource and SnowflakeIOManager both accept additional_snowflake_connection_args config. This dictionary of arguments will be passed to the snowflake.connector.connect method. This config will be ignored if you are using the sqlalchemy connector.BackfillPolicy are now evaluated correctly during backfills. Self dependent assets no longer result in serial partition submissions or disregarded upstream dependencies.PipesCloudWatchMessageReader correctly identifies streams which are not ready yet and doesn't fail on ThrottlingException. (Thanks, @jenkoian!)FivetranWorkspace.sync_and_poll(...).fetch_column_metadata().dlt_assets API docs. (Thanks, @zilto!)dagster/run-id, dagster/code-location, dagster/user and Dagster Cloud environment variables) typically attached to external resources are now available under DagsterRun.dagster_execution_info.SensorReturnTypesUnion is now exported for typing the output of sensor functions.@fivetran_assets decorator.load_fivetran_asset_specs has been updated to accept an instance of DagsterFivetranTranslator or custom subclass.fivetran_assets decorator was added. It can be used with the FivetranWorkspace resource and DagsterFivetranTranslator translator to load Fivetran tables for a given connector as assets in Dagster. The build_fivetran_assets_definitions factory can be used to create assets for all the connectors in your Fivetran workspace.ECSPipesClient.run now waits up to 70 days for tasks completion (waiter parameters are configurable) (Thanks @jenkoian!)load_airbyte_cloud_asset_specs function has
been added. It can be used with the AirbyteCloudWorkspace resource and DagsterAirbyteTranslator translator to load your Airbyte Cloud connection streams as external assets in Dagster.icechunk kind.ConsolidatedSqliteEventLogStorage, which is mostly used for tests.1.6.0 may need to run dagster instance migrate to enable.map_asset_specs to enable modifying AssetSpecs and AssetsDefinitions in bulk.AssetSpec.replace_attributes and AssetSpec.merge_attributes to easily alter properties of an asset spec.PipesS3MessageReader now has a new parameter include_stdio_in_messages which enables log forwarding to Dagster via Pipes messages.log_external_stream has been added. It can be used to forward external logs to Dagster via Pipes messages.load_powerbi_asset_specs(..., use_workspace_scan=False).dagster-sigma snapshot command, allowing Sigma workspaces to be captured to a file for faster subsequent loading.DagsterExecutionStepNotFoundError errors when trying to execute an asset check step of a run launched by a backfill.owners added to AssetOuts when defining a @graph_multi_asset were not added to the underlying AssetsDefinition.& or | operators on AutomationConditions with labels would cause that label to be erased.SigmaFilter no longer fetch lineage information.DagsterPowerBITranslator.get_asset_key is deprecated in favor of DagsterPowerBITranslator.get_asset_spec().keyDagsterLookerApiTranslator.get_asset_key is deprecated in favor of DagsterLookerApiTranslator.get_asset_spec().keyDagsterSigmaTranslator.get_asset_key is deprecated in favor of DagsterSigmaTranslator.get_asset_spec().keyDagsterTableauTranslator.get_asset_key is deprecated in favor of DagsterTableauTranslator.get_asset_spec().keyAdded run_id to the run_tags index to improve database performance. Run dagster instance migrate to update the index. (Thanks, @HynekBlaha!)
Added icons for kind tags: Cassandra, ClickHouse, CockroachDB, Doris, Druid, Elasticsearch, Flink, Hadoop, Impala, Kafka, MariaDB, MinIO, Pinot, Presto, Pulsar, RabbitMQ, Redis, Redpanda, ScyllaDB, Starrocks, and Superset. (Thanks, @swrookie!)
Added a new icon for the Denodo kind tag. (Thanks, @tintamarre!)
Errors raised from defining more than one Definitions object at module scope now include the object names so that the source of the error is easier to determine.
[ui] Asset metadata entries like dagster/row_count now appear on the events page and are properly hidden on the overview page when they appear in the sidebar.
[dagster-aws] PipesGlueClient now attaches AWS Glue metadata to Dagster results produced during Pipes invocation.
[dagster-aws] PipesEMRServerlessClient now attaches AWS EMR Serverless metadata to Dagster results produced during Pipes invocation and adds Dagster tags to the job run.
[dagster-aws] PipesECSClient now attaches AWS ECS metadata to Dagster results produced during Pipes invocation and adds Dagster tags to the ECS task.
[dagster-aws] PipesEMRClient now attaches AWS EMR metadata to Dagster results produced during Pipes invocation.
[dagster-databricks] PipesDatabricksClient now attaches Databricks metadata to Dagster results produced during Pipes invocation and adds Dagster tags to the Databricks job.
[dagster-fivetran] Added load_fivetran_asset_specs function. It can be used with the FivetranWorkspace resource and DagsterFivetranTranslator translator to load your Fivetran connector tables as external assets in Dagster.
[dagster-looker] Errors are now handled more gracefully when parsing derived tables.
[dagster-sigma] Sigma assets now contain extra metadata and kind tags.
[dagster-sigma] Added support for direct workbook to warehouse table dependencies.
[dagster-sigma] Added include_unused_datasets field to SigmaFilter to disable pulling datasets that aren't used by a downstream workbook.
[dagster-sigma] Added skip_fetch_column_data option to skip loading Sigma column lineage. This can speed up loading large instances.
[dagster-sigma] Introduced an experimental dagster-sigma snapshot command, allowing Sigma workspaces to be captured to a file for faster subsequent loading.
dagster-airlift (experimental)#dagster-airlift is coming out of stealth. See the initial Airlift RFC here, and the following documentation to learn more:
More Airflow-related content is coming soon! We'd love for you to check it out, and post any comments / questions in the #airflow-migration channel in the Dagster slack.
monitor_all_code_locations and monitored_jobs did not raise the expected error. (Thanks, @apetryla!)AutomationCondition.any_deps_match() and AutomationCondition.all_deps_match() to render incorrectly when allow_selection or ignore_selection were set.CacheableAssetsDefinitions in code locations that contained AutomationConditionsToo many open files errors for jobs with many steps.dagster-dingtalk to the list of community supported libraries.dagster-wandb (Weights and Biases) documentation. (Thanks, @matt-weingarten!)dagster-sigma documentation.AssetOut.from_spec, that will construct an AssetOut from an AssetSpec.Column name section of the asset overview page.gcs (Google Cloud Storage) kind tag.report and semanticmodel kind tags.EcsRunLauncher. (Thanks, @zyd14!)DagsterDbtTranslator.get_code_version to customize the code version for your dbt assets. (Thanks, @Grzyblon!)PipesClientCompletedInvocation. This metadata will be attached to all materializations and asset checks stored during the pipes invocation.AutomationCondition.execution_in_progress which would cause it to evaluate to True for unpartitioned assets that were part of a run that was in progress, even if the asset itself had already been materialized.AutomationCondition.run_in_progress that would cause it to ignore queued runs.default_automation_condition_sensor to be constructed for user code servers running on dagster version < 1.9.0 even if the legacy auto_materialize: use_sensors configuration setting was set to False.0 in cases where all partitions were evaluated./ characters now work correctly with Dagster Pipes.dagster-airlift.types-sqlalchemy package is no longer included in the dagster[pyright] extra package.dagster project scaffold now has an option to create dagster projects from templates with excluded files/filepaths.parse_tableau_external_and_materializable_asset_specs is now available to parse a list of Tableau asset specs into a list of external asset specs and materializable asset specs.DagsterFivetranTranslator to customize assets loaded from Fivetran.dagster_snowflake.fetch_last_updated_timestamps now supports ignoring tables not found in Snowflake instead of raising an error.default_automation_condition_sensor to be constructed for user code servers running on dagster version < 1.9.0 even if the legacy auto_materialize: use_sensors configuration setting was set to False.dagster instance migrate on Dagster version 1.9.0 constructed a SQL query that exceeded the maximum allowed depth.ImportErrors are no longer raised when bigquery libraries are not installed [#25708]Breaking Changes
dagster pipeline backfill command no longer takes a mode flag. Instead, it uses the mode
specified on the PartitionSetDefinition. Similarly, the runs created from the backfill also use
the solid_subset specified on the PartitionSetDefinitionBugFix
dagster schedule debug
command will display issues related to missing crob jobs, extraneous cron jobs, and duplicate cron
jobs. Running dagster schedule up will fix any issues.New
dagster
package.Bugfix
__doc__ from the function they decorate.Bugfix
dagster_celery had introduced a spurious dependency on dagster_k8s
(#2435)New
RepositoryDefinition now takes schedule_defs and partition_set_defs directly. The loading
scheme for these definitions via repository.yaml under the scheduler: and partitions: keys
is deprecated and expected to be removed in 0.8.0.make_dagster_repo_from_airflow_example_dags).dagster-celery worker start -n my-worker -- --uid=42 will pass the
--uid flag to celery.PresetDefinition that has no environment defined.dagster schedule debug command to help debug scheduler state.SystemCronScheduler now verifies that a cron job has been successfully been added to the
crontab when turning a schedule on, and shows an error message if unsuccessful.Breaking Changes
dagster instance migrate is required for this release to support the new experimental assets
view.Path is no longer valid in config schemas. Use str or dagster.String instead.@pyspark_solid decorator - its functionality, which was experimental, is subsumed by
requiring a StepLauncher resource (e.g. emr_pyspark_step_launcher) on the solid.Dagit
Experimental
asset_key string parameter to Materializations and created a new “Assets” tab in Dagit
to view pipelines and runs associated with these keys. The API and UI of these asset-based are
likely to change, but feedback is welcome and will be used to inform these changes.emr_pyspark_step_launcher that enables launching PySpark solids in EMR. The
"simple_pyspark" example demonstrates how it’s used.Bugfix
CompositeSolidResult objects.Breaking Changes
DagsterInstance.launch_run, this method now takes a run id
instead of an instance of PipelineRun. Additionally, DagsterInstance.create_run and
DagsterInstance.create_empty_run have been replaced by DagsterInstance.get_or_create_run and
DagsterInstance.create_run_for_pipeline.RunLauncher, there are two required changes:RunLauncher.launch_run takes a pipeline run that has already been created. You should remove
any calls to instance.create_run in this method.startPipelineExecution (defined in the
dagster_graphql.client.query.START_PIPELINE_EXECUTION_MUTATION) in the run launcher, you
should call startPipelineExecutionForCreatedRun (defined in
dagster_graphql.client.query.START_PIPELINE_EXECUTION_FOR_CREATED_RUN_MUTATION).RemoteDagitRunLauncher for an example implementation.New
Bugfix
Documentation