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Title: feat: Add apache flink compute engine by XuananLe · Pull Request #6476 · feast-dev/feast · GitHub

Open Graph Title: feat: Add apache flink compute engine by XuananLe · Pull Request #6476 · feast-dev/feast

X Title: feat: Add apache flink compute engine by XuananLe · Pull Request #6476 · feast-dev/feast

Description: What this PR does / why we need it Adds an initial Apache Flink compute engine backed by PyFlink Table API. Implements Feast compute DAG nodes for source reads, joins, filters, aggregations, dedupe, transformations, validation, and output writes. Registers the flink.engine batch engine and mode="flink" transformation mode. Adds docs/navigation for configuring the Flink engine and documents the current PyFlink/PyArrow install constraint. Adds focused unit coverage for Flink DAG behavior, SQL-string entity_df, pandas entity_df, strict native source retrieval, TTL interval rendering, and Flink-specific PyArrow dependency metadata. Feast has a pluggable compute engine abstraction, but does not currently include a Flink implementation. This PR adds a Flink/PyFlink backend so users can run Feast batch materialization and historical retrieval through Flink's Table API while preserving Feast's existing DAG execution model. Which issue(s) this PR fixes None filed. Does this PR introduce a user-facing change Yes. Users can configure batch_engine.type: flink.engine and use mode="flink" transformations on BatchFeatureView. Flink transformations receive and return PyFlink table objects. Source reads require offline-store retrieval jobs that expose to_flink_table(table_env); Arrow/pandas-only retrieval jobs are rejected instead of silently falling back. The Flink extra must currently be installed with uv sync --extra flink --no-dev from a source checkout because PyFlink requires pyarrow<21, while default Feast installs keep pyarrow>=21. Release note Add an Apache Flink compute engine backed by PyFlink Table API for batch materialization and historical retrieval. Testing uv lock uv run ruff check sdk/python/feast/batch_feature_view.py sdk/python/feast/infra/compute_engines/flink sdk/python/feast/transformation/flink_transformation.py sdk/python/tests/unit/infra/compute_engines/flink/test_flink_compute_engine.py uv run bash -c "cd sdk/python && mypy feast/batch_feature_view.py feast/infra/compute_engines/flink/compute.py feast/infra/compute_engines/flink/feature_builder.py feast/infra/compute_engines/flink/job.py feast/infra/compute_engines/flink/nodes.py feast/infra/compute_engines/flink/utils.py feast/transformation/flink_transformation.py tests/unit/infra/compute_engines/flink/test_flink_compute_engine.py --follow-imports=skip --check-untyped-defs" uv run python -m pytest sdk/python/tests/unit/infra/compute_engines/flink/test_flink_compute_engine.py -v Temp source checkout: uv sync --extra flink --no-dev Real PyFlink smoke: PYFLINK_NATIVE_SOURCE_SMOKE_OK pyarrow=16.1.0 pyflink=2.2.1 Note: pip install -e '.[flink]' cannot currently resolve the Flink extra because pip evaluates Feast's default pyarrow>=21 requirement together with PyFlink's pyarrow<21 requirement. The docs now point to the uv source-checkout install path that was verified above.

Open Graph Description: What this PR does / why we need it Adds an initial Apache Flink compute engine backed by PyFlink Table API. Implements Feast compute DAG nodes for source reads, joins, filters, aggregations, dedup...

X Description: What this PR does / why we need it Adds an initial Apache Flink compute engine backed by PyFlink Table API. Implements Feast compute DAG nodes for source reads, joins, filters, aggregations, dedup...

Opengraph URL: https://github.com/feast-dev/feast/pull/6476

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feat: Add apache flink compute engine https://github.com/feast-dev/feast/pull/6476/files#top
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f28e8f8 feat: Add apache flink compute engine XuananLe Jun 6, 2026 https://github.com/feast-dev/feast/pull/6476/commits/f28e8f88f2bf901530d8756dbd5e4ad1a3e60e04
485c606 fix: Address flink review comments XuananLe Jun 6, 2026 https://github.com/feast-dev/feast/pull/6476/commits/485c606ba9bec16c194d25f7aa68ef62c442e6cf
b3731e6 fix: Address flink copilot review comments XuananLe Jun 7, 2026 https://github.com/feast-dev/feast/pull/6476/commits/b3731e63a896bc57147ccfd94d87c25a478fdb7d
2aae600 fix: Refresh pixi lock for flink extra XuananLe Jun 7, 2026 https://github.com/feast-dev/feast/pull/6476/commits/2aae6005d00937ca5fec4b5102aced48bf4cc462
37accc6 fix: Satisfy flink feature builder typing XuananLe Jun 7, 2026 https://github.com/feast-dev/feast/pull/6476/commits/37accc60b0566681b8db667a56fc482ec49f210d
c99bc7f refactor: Share compute engine timestamp helpers XuananLe Jun 7, 2026 https://github.com/feast-dev/feast/pull/6476/commits/c99bc7fe5d2e0a18bd9ceacf54f00d840fb2d9ee
6ba7a53 test: Cover flink transformation mode XuananLe Jun 7, 2026 https://github.com/feast-dev/feast/pull/6476/commits/6ba7a5305feee99bfabc86fdda29ca4ae9fd5ec0
4bf1433 test: Stabilize feature server performance check XuananLe Jun 7, 2026 https://github.com/feast-dev/feast/pull/6476/commits/4bf143394d6b7367404ecd9165f1213dd0348abb
7aebf78 test: Mock image extractor model loading XuananLe Jun 7, 2026 https://github.com/feast-dev/feast/pull/6476/commits/7aebf7872661d21dd2b2406d71834887ee0b5ea5
ebbc86b test: Use localhost for remote offline clients XuananLe Jun 7, 2026 https://github.com/feast-dev/feast/pull/6476/commits/ebbc86b011dcdb395298befeb28884b3f50bd1e0
1a51179 test: Stabilize local Milvus integration index XuananLe Jun 7, 2026 https://github.com/feast-dev/feast/pull/6476/commits/1a51179e4f0cce85f10b886d18933d23564166bd
71f5728 test: Stabilize feature server benchmark timing XuananLe Jun 7, 2026 https://github.com/feast-dev/feast/pull/6476/commits/71f5728fdaefdad92be0c35251aae5d4786d3b09
77463ca test: Clean up remote offline server processes XuananLe Jun 7, 2026 https://github.com/feast-dev/feast/pull/6476/commits/77463caf439a47cf1b9dd424b40beafaaf326f25
8ef7bbb test: Revert unrelated universal test changes XuananLe Jun 7, 2026 https://github.com/feast-dev/feast/pull/6476/commits/8ef7bbb43a5026ae882b19ee7925ea724c52fdae
9a71db1 Merge remote-tracking branch 'origin/master' into feat/add-apache-fli… XuananLe Jun 9, 2026 https://github.com/feast-dev/feast/pull/6476/commits/9a71db16352e840f00e2555dcc9af74a1a86bfde
88f338e Merge branch 'master' into feat/add-apache-flink-compute-engine XuananLe Jun 10, 2026 https://github.com/feast-dev/feast/pull/6476/commits/88f338e5c86f922f7823de2a009fee462295786f
3af9cd7 fix: Address Flink review blockers XuananLe Jun 11, 2026 https://github.com/feast-dev/feast/pull/6476/commits/3af9cd7b67d911f48574bd8ca8a9eb8117eb9711
a66fe10 Merge remote-tracking branch 'origin/master' into feat/add-apache-fli… XuananLe Jun 11, 2026 https://github.com/feast-dev/feast/pull/6476/commits/a66fe10d80ee95819491cd6f89845ebc83a41ee6
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