René's URL Explorer Experiment

Title: feat: Allow default openlineage configuration by jacob-bush-shopify · Pull Request #6467 · feast-dev/feast · GitHub

Open Graph Title: feat: Allow default openlineage configuration by jacob-bush-shopify · Pull Request #6467 · feast-dev/feast

X Title: feat: Allow default openlineage configuration by jacob-bush-shopify · Pull Request #6467 · feast-dev/feast

Description: What this PR does / why we need it: The default behaviour of openlineage is to print to the console. However, feast does not allow standard openlineage configuration. By omitting the transport by default, we maintain the same default behaviour of printing to the console, but give much greater flexibility to end users. For example, this allows composite transports, filtering of events, etc. Which issue(s) this PR fixes: Checks I've made sure the tests are passing. My commits are signed off (git commit -s) My PR title follows conventional commits format Testing Strategy Unit tests Integration tests Manual tests Testing is not required for this change Manual 🎩 Configuring openlineage openlineage: enabled: true Current default behaviour ❯ feast apply /Users/jacobbush/tmp/feast_demos/openlineage/exact_bobcat/feature_repo/feature_definitions.py:27: DeprecationWarning: Entity value_type will be mandatory in the next release. Please specify a value_type for entity 'driver'. driver = Entity(name="driver", join_keys=["driver_id"]) Applying changes for project exact_bobcat /Users/jacobbush/tmp/feast_demos/openlineage/.venv/lib/python3.13/site-packages/feast/feature_store.py:690: RuntimeWarning: On demand feature view is an experimental feature. This API is stable, but the functionality does not scale well for offline retrieval warnings.warn( No changes to registry INFO:openlineage.client.client:OpenLineageClient will use `console` transport INFO:openlineage.client.transport.console:{"eventTime": "2026-06-03T13:36:57.247434+00:00", "eventType": "COMPLETE", "inputs": [{"facets": {"dataSource": {"_producer": "feast", "_schemaURL": "https://openlineage.io/spec/facets/1-0-1/DatasourceDatasetFacet.json#/$defs/DatasourceDatasetFacet", "name": "vals_to_add", "uri": "feast://vals_to_add"}, "feast_dataSource": {"_producer": "feast", "_schemaURL": "https://feast.dev/spec/facets/1-0-0/FeastDataSourceFacet.json", "created_timestamp_field": "", "description": "", "field_mapping": {}, "name": "vals_to_add", "source_type": "RequestSource", "tags": {}, "timestamp_field": ""}}, "inputFacets": {}, "name": "vals_to_add", "namespace": "exact_bobcat"}, {"facets": {"dataSource": {"_producer": "feast", "_schemaURL": "https://openlineage.io/spec/facets/1-0-1/DatasourceDatasetFacet.json#/$defs/DatasourceDatasetFacet", "name": "driver_hourly_stats_source", "uri": "data/driver_stats.parquet"}, "feast_dataSource": {"_producer": "feast", "_schemaURL": "https://feast.dev/spec/facets/1-0-0/FeastDataSourceFacet.json", "created_timestamp_field": "created", "description": "", "field_mapping": {}, "name": "driver_hourly_stats_source", "source_type": "FileSource", "tags": {}, "timestamp_field": "event_timestamp"}}, "inputFacets": {}, "name": "driver_hourly_stats_source", "namespace": "exact_bobcat"}, {"facets": {"dataSource": {"_producer": "feast", "_schemaURL": "https://openlineage.io/spec/facets/1-0-1/DatasourceDatasetFacet.json#/$defs/DatasourceDatasetFacet", "name": "driver_stats_push_source", "uri": "feast://driver_stats_push_source"}, "feast_dataSource": {"_producer": "feast", "_schemaURL": "https://feast.dev/spec/facets/1-0-0/FeastDataSourceFacet.json", "created_timestamp_field": "", "description": "", "field_mapping": {}, "name": "driver_stats_push_source", "source_type": "PushSource", "tags": {}, "timestamp_field": ""}}, "inputFacets": {}, "name": "driver_stats_push_source", "namespace": "exact_bobcat"}, {"facets": {"feast_entity": {"_producer": "feast", "_schemaURL": "https://feast.dev/spec/facets/1-0-0/FeastEntityFacet.json", "description": "", "join_keys": ["driver_id"], "name": "driver", "owner": "", "tags": {}, "value_type": "ValueType.UNKNOWN"}, "schema": {"_producer": "feast", "_schemaURL": "https://openlineage.io/spec/facets/1-2-0/SchemaDatasetFacet.json#/$defs/SchemaDatasetFacet", "fields": [{"fields": [], "name": "driver_id", "type": "ValueType.UNKNOWN"}]}}, "inputFacets": {}, "name": "driver", "namespace": "exact_bobcat"}], "job": {"facets": {"feast_project": {"_producer": "feast", "_schemaURL": "https://feast.dev/spec/facets/1-0-0/FeastProjectFacet.json", "offline_store_type": "", "online_store_type": "", "project_name": "exact_bobcat", "provider": "local", "registry_type": "file"}}, "name": "feast_feature_views_exact_bobcat", "namespace": "exact_bobcat"}, "outputs": [{"facets": {"feast_featureView": {"_producer": "feast", "_schemaURL": "https://feast.dev/spec/facets/1-0-0/FeastFeatureViewFacet.json", "description": "", "entities": ["driver"], "features": ["conv_rate", "acc_rate", "avg_daily_trips", "driver_metadata", "driver_config", "driver_profile"], "name": "driver_hourly_stats", "offline_enabled": false, "online_enabled": true, "owner": "", "tags": {"team": "driver_performance"}, "ttl_seconds": 86400}, "schema": {"_producer": "feast", "_schemaURL": "https://openlineage.io/spec/facets/1-2-0/SchemaDatasetFacet.json#/$defs/SchemaDatasetFacet", "fields": [{"fields": [], "name": "conv_rate", "type": "Float32"}, {"fields": [], "name": "acc_rate", "type": "Float32"}, {"description": "Average daily trips", "fields": [], "name": "avg_daily_trips", "type": "Int64"}, {"description": "Driver metadata as key-value pairs", "fields": [], "name": "driver_metadata", "type": "Map"}, {"description": "Driver configuration as JSON", "fields": [], "name": "driver_config", "type": "Json"}, {"description": "Driver profile as a typed struct", "fields": [], "name": "driver_profile", "type": "Struct({name: String, age: String})"}]}}, "name": "driver_hourly_stats", "namespace": "exact_bobcat", "outputFacets": {}}, {"facets": {"feast_featureView": {"_producer": "feast", "_schemaURL": "https://feast.dev/spec/facets/1-0-0/FeastFeatureViewFacet.json", "description": "", "entities": ["driver"], "features": ["conv_rate", "acc_rate", "avg_daily_trips", "driver_metadata", "driver_config", "driver_profile"], "name": "driver_hourly_stats_fresh", "offline_enabled": false, "online_enabled": true, "owner": "", "tags": {"team": "driver_performance"}, "ttl_seconds": 86400}, "schema": {"_producer": "feast", "_schemaURL": "https://openlineage.io/spec/facets/1-2-0/SchemaDatasetFacet.json#/$defs/SchemaDatasetFacet", "fields": [{"fields": [], "name": "conv_rate", "type": "Float32"}, {"fields": [], "name": "acc_rate", "type": "Float32"}, {"fields": [], "name": "avg_daily_trips", "type": "Int64"}, {"fields": [], "name": "driver_metadata", "type": "Map"}, {"fields": [], "name": "driver_config", "type": "Json"}, {"fields": [], "name": "driver_profile", "type": "Struct({name: String, age: String})"}]}}, "name": "driver_hourly_stats_fresh", "namespace": "exact_bobcat", "outputFacets": {}}, {"facets": {"feast_featureView": {"_producer": "feast", "_schemaURL": "https://feast.dev/spec/facets/1-0-0/FeastFeatureViewFacet.json", "description": "", "entities": ["__dummy"], "features": ["conv_rate_plus_val1", "conv_rate_plus_val2"], "name": "transformed_conv_rate_fresh", "offline_enabled": false, "online_enabled": true, "owner": "", "tags": {}, "ttl_seconds": 0}, "schema": {"_producer": "feast", "_schemaURL": "https://openlineage.io/spec/facets/1-2-0/SchemaDatasetFacet.json#/$defs/SchemaDatasetFacet", "fields": [{"fields": [], "name": "conv_rate_plus_val1", "type": "Float64"}, {"fields": [], "name": "conv_rate_plus_val2", "type": "Float64"}]}}, "name": "transformed_conv_rate_fresh", "namespace": "exact_bobcat", "outputFacets": {}}, {"facets": {"feast_featureView": {"_producer": "feast", "_schemaURL": "https://feast.dev/spec/facets/1-0-0/FeastFeatureViewFacet.json", "description": "", "entities": ["__dummy"], "features": ["conv_rate_plus_val1", "conv_rate_plus_val2"], "name": "transformed_conv_rate", "offline_enabled": false, "online_enabled": true, "owner": "", "tags": {}, "ttl_seconds": 0}, "schema": {"_producer": "feast", "_schemaURL": "https://openlineage.io/spec/facets/1-2-0/SchemaDatasetFacet.json#/$defs/SchemaDatasetFacet", "fields": [{"fields": [], "name": "conv_rate_plus_val1", "type": "Float64"}, {"fields": [], "name": "conv_rate_plus_val2", "type": "Float64"}]}}, "name": "transformed_conv_rate", "namespace": "exact_bobcat", "outputFacets": {}}], "producer": "feast", "run": {"facets": {"tags": {"_producer": "feast", "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/TagsRunFacet.json#/$defs/TagsRunFacet", "tags": [{"key": "openlineage_client_version", "source": "OPENLINEAGE_CLIENT", "value": "1.47.1"}]}}, "runId": "265845fd-55e4-4c72-aa34-11a497460bd4"}, "schemaURL": "https://openlineage.io/spec/2-0-2/OpenLineage.json#/$defs/RunEvent"} INFO:openlineage.client.transport.console:{"eventTime": "2026-06-03T13:36:57.247949+00:00", "eventType": "COMPLETE", "inputs": [{"facets": {"schema": {"_producer": "feast", "_schemaURL": "https://openlineage.io/spec/facets/1-2-0/SchemaDatasetFacet.json#/$defs/SchemaDatasetFacet", "fields": [{"fields": [], "name": "conv_rate", "type": "Float32"}, {"fields": [], "name": "acc_rate", "type": "Float32"}, {"description": "Average daily trips", "fields": [], "name": "avg_daily_trips", "type": "Int64"}, {"description": "Driver metadata as key-value pairs", "fields": [], "name": "driver_metadata", "type": "Map"}, {"description": "Driver configuration as JSON", 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"exact_bobcat"}, "outputs": [{"facets": {"documentation": {"_producer": "feast", "_schemaURL": "https://openlineage.io/spec/facets/1-1-0/DocumentationDatasetFacet.json#/$defs/DocumentationDatasetFacet", "description": "Feature Service 'driver_activity_v2' aggregates features from: driver_hourly_stats, transformed_conv_rate. Total features: 8."}, "feast_featureService": {"_producer": "feast", "_schemaURL": "https://feast.dev/spec/facets/1-0-0/FeastFeatureServiceFacet.json", "description": "", "feature_count": 8, "feature_views": ["driver_hourly_stats", "transformed_conv_rate"], "logging_enabled": false, "name": "driver_activity_v2", "owner": "", "tags": {}}, "schema": {"_producer": "feast", "_schemaURL": "https://openlineage.io/spec/facets/1-2-0/SchemaDatasetFacet.json#/$defs/SchemaDatasetFacet", "fields": [{"fields": [], "name": "conv_rate", "type": "Float32"}, {"fields": [], "name": "acc_rate", "type": "Float32"}, {"description": "Average daily trips", "fields": [], "name": "avg_daily_trips", "type": "Int64"}, {"description": "Driver metadata as key-value pairs", "fields": [], "name": "driver_metadata", "type": "Map"}, {"description": "Driver configuration as JSON", "fields": [], "name": "driver_config", "type": "Json"}, {"description": "Driver profile as a typed struct", "fields": [], "name": "driver_profile", "type": "Struct({name: String, age: String})"}, {"fields": [], "name": "conv_rate_plus_val1", "type": "Float64"}, {"fields": [], "name": "conv_rate_plus_val2", "type": "Float64"}]}}, "name": "driver_activity_v2", "namespace": "exact_bobcat", "outputFacets": {}}], "producer": "feast", "run": {"facets": {"tags": {"_producer": "feast", "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/TagsRunFacet.json#/$defs/TagsRunFacet", "tags": [{"key": "openlineage_client_version", "source": "OPENLINEAGE_CLIENT", "value": "1.47.1"}]}}, "runId": "1fc7c154-7ac2-4af5-94c0-1cf8684e2404"}, "schemaURL": "https://openlineage.io/spec/2-0-2/OpenLineage.json#/$defs/RunEvent"} INFO:openlineage.client.transport.console:{"eventTime": "2026-06-03T13:36:57.248255+00:00", "eventType": "COMPLETE", "inputs": [{"facets": {"schema": {"_producer": "feast", "_schemaURL": "https://openlineage.io/spec/facets/1-2-0/SchemaDatasetFacet.json#/$defs/SchemaDatasetFacet", "fields": [{"fields": [], "name": "conv_rate", "type": "Float32"}]}}, "inputFacets": {}, "name": "driver_hourly_stats", "namespace": "exact_bobcat"}, {"facets": {"schema": {"_producer": "feast", "_schemaURL": "https://openlineage.io/spec/facets/1-2-0/SchemaDatasetFacet.json#/$defs/SchemaDatasetFacet", "fields": [{"fields": [], "name": "conv_rate_plus_val1", "type": "Float64"}, {"fields": [], "name": "conv_rate_plus_val2", "type": "Float64"}]}}, "inputFacets": {}, "name": "transformed_conv_rate", "namespace": "exact_bobcat"}], "job": {"facets": {"feast_project": {"_producer": "feast", "_schemaURL": "https://feast.dev/spec/facets/1-0-0/FeastProjectFacet.json", "offline_store_type": "", "online_store_type": "", "project_name": "exact_bobcat", "provider": "local", "registry_type": "file"}}, "name": "feature_service_driver_activity_v1", "namespace": "exact_bobcat"}, "outputs": [{"facets": {"documentation": {"_producer": "feast", "_schemaURL": "https://openlineage.io/spec/facets/1-1-0/DocumentationDatasetFacet.json#/$defs/DocumentationDatasetFacet", "description": "Feature Service 'driver_activity_v1' aggregates features from: driver_hourly_stats, transformed_conv_rate. Total features: 3."}, "feast_featureService": {"_producer": "feast", "_schemaURL": "https://feast.dev/spec/facets/1-0-0/FeastFeatureServiceFacet.json", "description": "", "feature_count": 3, "feature_views": ["driver_hourly_stats", "transformed_conv_rate"], "logging_enabled": false, "name": "driver_activity_v1", "owner": "", "tags": {}}, "schema": {"_producer": "feast", "_schemaURL": "https://openlineage.io/spec/facets/1-2-0/SchemaDatasetFacet.json#/$defs/SchemaDatasetFacet", "fields": [{"fields": [], "name": "conv_rate", "type": "Float32"}, {"fields": [], "name": "conv_rate_plus_val1", "type": "Float64"}, {"fields": [], "name": "conv_rate_plus_val2", "type": "Float64"}]}}, "name": "driver_activity_v1", "namespace": "exact_bobcat", "outputFacets": {}}], "producer": "feast", "run": {"facets": {"tags": {"_producer": "feast", "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/TagsRunFacet.json#/$defs/TagsRunFacet", "tags": [{"key": "openlineage_client_version", "source": "OPENLINEAGE_CLIENT", "value": "1.47.1"}]}}, "runId": "0e26db11-9fa2-4782-917e-0b91b1406f26"}, "schemaURL": "https://openlineage.io/spec/2-0-2/OpenLineage.json#/$defs/RunEvent"} INFO:openlineage.client.transport.console:{"eventTime": "2026-06-03T13:36:57.248473+00:00", "eventType": "COMPLETE", "inputs": [{"facets": {"schema": {"_producer": "feast", "_schemaURL": "https://openlineage.io/spec/facets/1-2-0/SchemaDatasetFacet.json#/$defs/SchemaDatasetFacet", "fields": [{"fields": [], "name": "conv_rate", "type": "Float32"}, {"fields": [], "name": "acc_rate", "type": "Float32"}, {"fields": [], "name": "avg_daily_trips", "type": "Int64"}, {"fields": [], "name": "driver_metadata", "type": "Map"}, {"fields": [], "name": "driver_config", "type": "Json"}, {"fields": [], "name": "driver_profile", "type": "Struct({name: String, age: String})"}]}}, "inputFacets": {}, "name": "driver_hourly_stats_fresh", "namespace": "exact_bobcat"}, {"facets": {"schema": {"_producer": "feast", "_schemaURL": "https://openlineage.io/spec/facets/1-2-0/SchemaDatasetFacet.json#/$defs/SchemaDatasetFacet", "fields": [{"fields": [], "name": "conv_rate_plus_val1", "type": "Float64"}, {"fields": [], "name": "conv_rate_plus_val2", "type": "Float64"}]}}, "inputFacets": {}, "name": "transformed_conv_rate_fresh", "namespace": "exact_bobcat"}], "job": {"facets": {"feast_project": {"_producer": "feast", "_schemaURL": "https://feast.dev/spec/facets/1-0-0/FeastProjectFacet.json", "offline_store_type": "", "online_store_type": "", "project_name": "exact_bobcat", "provider": "local", "registry_type": "file"}}, "name": "feature_service_driver_activity_v3", "namespace": "exact_bobcat"}, "outputs": [{"facets": {"documentation": {"_producer": "feast", "_schemaURL": "https://openlineage.io/spec/facets/1-1-0/DocumentationDatasetFacet.json#/$defs/DocumentationDatasetFacet", "description": "Feature Service 'driver_activity_v3' aggregates features from: driver_hourly_stats_fresh, transformed_conv_rate_fresh. Total features: 8."}, "feast_featureService": {"_producer": "feast", "_schemaURL": "https://feast.dev/spec/facets/1-0-0/FeastFeatureServiceFacet.json", "description": "", "feature_count": 8, "feature_views": ["driver_hourly_stats_fresh", "transformed_conv_rate_fresh"], "logging_enabled": false, "name": "driver_activity_v3", "owner": "", "tags": {}}, "schema": {"_producer": "feast", "_schemaURL": "https://openlineage.io/spec/facets/1-2-0/SchemaDatasetFacet.json#/$defs/SchemaDatasetFacet", "fields": [{"fields": [], "name": "conv_rate", "type": "Float32"}, {"fields": [], "name": "acc_rate", "type": "Float32"}, {"fields": [], "name": "avg_daily_trips", "type": "Int64"}, {"fields": [], "name": "driver_metadata", "type": "Map"}, {"fields": [], "name": "driver_config", "type": "Json"}, {"fields": [], "name": "driver_profile", "type": "Struct({name: String, age: String})"}, {"fields": [], "name": "conv_rate_plus_val1", "type": "Float64"}, {"fields": [], "name": "conv_rate_plus_val2", "type": "Float64"}]}}, "name": "driver_activity_v3", "namespace": "exact_bobcat", "outputFacets": {}}], "producer": "feast", "run": {"facets": {"tags": {"_producer": "feast", "_schemaURL": "https://openlineage.io/spec/facets/1-0-0/TagsRunFacet.json#/$defs/TagsRunFacet", "tags": [{"key": "openlineage_client_version", "source": "OPENLINEAGE_CLIENT", "value": "1.47.1"}]}}, "runId": "9e128fd1-41f6-43c6-8a97-2aba72ee4bac"}, "schemaURL": "https://openlineage.io/spec/2-0-2/OpenLineage.json#/$defs/RunEvent"} No changes to infrastructure With these changes, the only difference appears to be a warning log that there is no config. Fallback is still console transport. ❯ uv tool run --from ~/tmp/feast --with openlineage-python feast apply Installed 70 packages in 172ms /Users/jacobbush/tmp/feast_demos/openlineage/exact_bobcat/feature_repo/feature_definitions.py:27: DeprecationWarning: Entity value_type will be mandatory in the next release. Please specify a value_type for entity 'driver'. driver = Entity(name="driver", join_keys=["driver_id"]) Applying changes for project exact_bobcat /Users/jacobbush/.cache/uv/archive-v0/K59LZTbHZV0ll_GEi5pWK/lib/python3.13/site-packages/feast/feature_store.py:871: RuntimeWarning: On demand feature view is an experimental feature. This API is stable, but the functionality does not scale well for offline retrieval warnings.warn( No changes to registry WARNING:openlineage.client.client:Couldn't find any OpenLineage transport configuration; will print events to console. INFO:openlineage.client.client:OpenLineageClient will use `console` transport INFO:openlineage.client.transport.console:{"eventTime": "2026-06-03T13:40:32.735121+00:00", "eventType": "COMPLETE", "inputs": [{"facets": {"dataSource": {"_producer": "feast", "_schemaURL": "https://openlineage.io/spec/facets/1-0-1/DatasourceDatasetFacet.json#/$defs/DatasourceDatasetFacet", "name": "driver_hourly_stats_source", "uri": "data/driver_stats.parquet"}, "feast_dataSource": {"_producer": "feast", "_schemaURL": "https://feast.dev/spec/facets/1-0-0/FeastDataSourceFacet.json", "created_timestamp_field": "created", "description": "", "field_mapping": {}, "name": "driver_hourly_stats_source", "source_type": "FileSource", "tags": {}, "timestamp_field": "event_timestamp"}}, "inputFacets": {}, "name": "driver_hourly_stats_source", "namespace": "exact_bobcat"}, {"facets": {"dataSource": {"_producer": "feast", "_schemaURL": 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Please specify a value_type for entity 'driver'. driver = Entity(name="driver", join_keys=["driver_id"]) Applying changes for project exact_bobcat /Users/jacobbush/.cache/uv/archive-v0/K59LZTbHZV0ll_GEi5pWK/lib/python3.13/site-packages/feast/feature_store.py:871: RuntimeWarning: On demand feature view is an experimental feature. This API is stable, but the functionality does not scale well for offline retrieval warnings.warn( No changes to registry INFO:openlineage.client.client:OpenLineageClient will use `transform` transport INFO:openlineage.client.transport.console:{"eventTime": "2026-06-03T13:41:44.654834+00:00", "eventType": "COMPLETE", "inputs": [{"facets": {"dataSource": {"_producer": "feast", "_schemaURL": "https://openlineage.io/spec/facets/1-0-1/DatasourceDatasetFacet.json#/$defs/DatasourceDatasetFacet", "name": "vals_to_add", "uri": "feast://vals_to_add"}, "feast_dataSource": {"_producer": "feast", "_schemaURL": "https://feast.dev/spec/facets/1-0-0/FeastDataSourceFacet.json", "created_timestamp_field": "", "description": "", "field_mapping": {}, "name": "vals_to_add", "source_type": "RequestSource", "tags": {}, "timestamp_field": ""}}, "inputFacets": {}, "name": "vals_to_add", "namespace": "exact_bobcat"}, {"facets": {"dataSource": {"_producer": "feast", "_schemaURL": 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Open Graph Description: What this PR does / why we need it: The default behaviour of openlineage is to print to the console. However, feast does not allow standard openlineage configuration. By omitting the transport by ...

X Description: What this PR does / why we need it: The default behaviour of openlineage is to print to the console. However, feast does not allow standard openlineage configuration. By omitting the transport by ...

Opengraph URL: https://github.com/feast-dev/feast/pull/6467

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