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| og:image:alt | What this PR does / why we need it:
This PR introduces Ray as both a compute engine and an offline store in Feast. It enables scalable, distributed feature engineering and data access in Feast usin... |
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feat: Added Ray Compute Engine and Ray Offline Store Support
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| July 20, 2025 14:37 | https://github.com/feast-dev/feast/issues/5526#event-18716888217 |
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Compare
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| July 20, 2025 16:47 | https://github.com/feast-dev/feast/issues/5526#event-18717304690 |
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| July 21, 2025 05:18 | https://github.com/feast-dev/feast/issues/5526#event-18720909974 |
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Jul 22, 2025
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View reviewed changes
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| sdk/python/feast/infra/compute_engines/ray/feature_builder.py | https://github.com/feast-dev/feast/pull/5526/files#diff-7dbd36a0a65f7a4f338a0175e4e211e8462bd5c768f57ded16f2cc77764146d0 |
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| 8549556 | https://github.com/feast-dev/feast/commit/854955618746832a21473dd368667a4f30f036a6 |
| 76af065 | https://github.com/feast-dev/feast/commit/76af065232df546b74fd46c85f9dff81d2a4026d |
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Compare
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| July 26, 2025 13:14 | https://github.com/feast-dev/feast/issues/5526#event-18830471902 |
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| July 26, 2025 13:16 | https://github.com/feast-dev/feast/issues/5526#event-18830553226 |
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| July 26, 2025 14:28 | https://github.com/feast-dev/feast/issues/5526#event-18832997531 |
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Jul 26, 2025
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View reviewed changes
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| sdk/python/feast/infra/compute_engines/ray/feature_builder.py | https://github.com/feast-dev/feast/pull/5526/files#diff-7dbd36a0a65f7a4f338a0175e4e211e8462bd5c768f57ded16f2cc77764146d0 |
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Aug 10, 2025
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View reviewed changes
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| sdk/python/feast/infra/ray_shared_utils.py | https://github.com/feast-dev/feast/pull/5526/files#diff-647a9a07d25ff41c955c9374970d0c0299db7b2cad3462b21d1377d3ca69ea31 |
| Please reload this page | https://github.com/feast-dev/feast/issues/5526 |
| sdk/python/feast/infra/offline_stores/contrib/ray_offline_store/ray.py | https://github.com/feast-dev/feast/pull/5526/files#diff-7437d75d0e46213df26c6e7d07f87d800c465f450ded060febe4962db270a4d0 |
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| sdk/python/tests/unit/infra/compute_engines/ray_compute/test_nodes.py | https://github.com/feast-dev/feast/pull/5526/files#diff-4aa04bc3e10bec11b573055b9ff8693c061ab3da0ccf2477538da6fcb7b34dc4 |
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| sdk/python/tests/doctest/test_all.py | https://github.com/feast-dev/feast/pull/5526/files#diff-c9b82d67e73100c6df0d213717aad820ed5d70f2b645042fddb582815a8b452c |
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| 05d9827 | https://github.com/feast-dev/feast/commit/05d98275dae072c225f6c93ab0850479200e01e7 |
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Compare
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| August 11, 2025 04:52 | https://github.com/feast-dev/feast/issues/5526#event-19079985506 |
| https://github.com/franciscojavierarceo |
| franciscojavierarceo | https://github.com/franciscojavierarceo |
|
Aug 11, 2025
| https://github.com/feast-dev/feast/issues/5526#pullrequestreview-3106434504 |
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View reviewed changes
| https://github.com/feast-dev/feast/pull/5526/files |
| sdk/python/feast/infra/compute_engines/ray/compute.py | https://github.com/feast-dev/feast/pull/5526/files#diff-fb2636f76ed50f05a71211091e7dcb0c187f89000870da3454d0e54607bdc90a |
| Please reload this page | https://github.com/feast-dev/feast/issues/5526 |
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| August 11, 2025 21:09 | https://github.com/feast-dev/feast/issues/5526#commits-pushed-f1e78e9 |
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| https://github.com/ntkathole |
| feat: Added ray to requirements | https://github.com/feast-dev/feast/pull/5526/commits/f1e78e9193c0e5a69fa298f8cb4297be1518d490 |
| f1e78e9 | https://github.com/feast-dev/feast/pull/5526/commits/f1e78e9193c0e5a69fa298f8cb4297be1518d490 |
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| https://github.com/ntkathole |
| feat: Added Ray offline store | https://github.com/feast-dev/feast/pull/5526/commits/bd27d23008fd2aa4830c415cb47be3ed2c94c7ec |
| bd27d23 | https://github.com/feast-dev/feast/pull/5526/commits/bd27d23008fd2aa4830c415cb47be3ed2c94c7ec |
|
| https://github.com/ntkathole |
| feat: Improved Ray distributed processing | https://github.com/feast-dev/feast/pull/5526/commits/51c3426af557fd0264e210fd8acf757b2c5af4cb |
| 51c3426 | https://github.com/feast-dev/feast/pull/5526/commits/51c3426af557fd0264e210fd8acf757b2c5af4cb |
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| https://github.com/ntkathole |
| Fixed tests | https://github.com/feast-dev/feast/pull/5526/commits/5b629b4620cf4c5d48c4f0c48ad997761cd265f6 |
| 5b629b4 | https://github.com/feast-dev/feast/pull/5526/commits/5b629b4620cf4c5d48c4f0c48ad997761cd265f6 |
|
| https://github.com/ntkathole |
| fix: Added utils for validation | https://github.com/feast-dev/feast/pull/5526/commits/a806ae374dd99a1bdd1ad4679013e99cca2bf5a4 |
| a806ae3 | https://github.com/feast-dev/feast/pull/5526/commits/a806ae374dd99a1bdd1ad4679013e99cca2bf5a4 |
|
| https://github.com/ntkathole |
| feat: Use Ray Dataset for data processing | https://github.com/feast-dev/feast/pull/5526/commits/b31a8fd96e7defeaf1e7dd512c166c3969d24994 |
| b31a8fd | https://github.com/feast-dev/feast/pull/5526/commits/b31a8fd96e7defeaf1e7dd512c166c3969d24994 |
|
| https://github.com/ntkathole |
| feat: Added Ray Compute Engine | https://github.com/feast-dev/feast/pull/5526/commits/266f4cdb2fed4a274b8e4d43718872e517664261 |
| 266f4cd | https://github.com/feast-dev/feast/pull/5526/commits/266f4cdb2fed4a274b8e4d43718872e517664261 |
|
| https://github.com/ntkathole |
| fix: Fixed logic for source/derived feature views | https://github.com/feast-dev/feast/pull/5526/commits/1da9c94011873b712daddb7afe3a8b1c75edad63 |
| 1da9c94 | https://github.com/feast-dev/feast/pull/5526/commits/1da9c94011873b712daddb7afe3a8b1c75edad63 |
|
| https://github.com/ntkathole |
| fix: Remove redundant source resolution | https://github.com/feast-dev/feast/pull/5526/commits/c3a87ab03a38df7aac9a6c85e83fbde82d5ad256 |
| c3a87ab | https://github.com/feast-dev/feast/pull/5526/commits/c3a87ab03a38df7aac9a6c85e83fbde82d5ad256 |
| https://github.com/franciscojavierarceo |
| franciscojavierarceo | https://github.com/franciscojavierarceo |
|
Aug 11, 2025
| https://github.com/feast-dev/feast/issues/5526#pullrequestreview-3106557032 |
|
View reviewed changes
| https://github.com/feast-dev/feast/pull/5526/files |
| sdk/python/feast/infra/compute_engines/ray/feature_builder.py | https://github.com/feast-dev/feast/pull/5526/files#diff-7dbd36a0a65f7a4f338a0175e4e211e8462bd5c768f57ded16f2cc77764146d0 |
| Please reload this page | https://github.com/feast-dev/feast/issues/5526 |
| https://github.com/franciscojavierarceo |
| franciscojavierarceo | https://github.com/franciscojavierarceo |
|
Aug 11, 2025
| https://github.com/feast-dev/feast/issues/5526#pullrequestreview-3106565210 |
|
View reviewed changes
| https://github.com/feast-dev/feast/pull/5526/files |
| sdk/python/feast/infra/compute_engines/ray/feature_builder.py | https://github.com/feast-dev/feast/pull/5526/files#diff-7dbd36a0a65f7a4f338a0175e4e211e8462bd5c768f57ded16f2cc77764146d0 |
| Please reload this page | https://github.com/feast-dev/feast/issues/5526 |
| https://github.com/franciscojavierarceo |
| franciscojavierarceo | https://github.com/franciscojavierarceo |
|
Aug 11, 2025
| https://github.com/feast-dev/feast/issues/5526#pullrequestreview-3106577987 |
|
View reviewed changes
| https://github.com/feast-dev/feast/pull/5526/files |
| sdk/python/feast/infra/compute_engines/ray/job.py | https://github.com/feast-dev/feast/pull/5526/files#diff-baef2f7a9db9a56007c834c90f6a131008a7c1365264e3d5eeb1a774f2fe7b24 |
| Please reload this page | https://github.com/feast-dev/feast/issues/5526 |
| https://github.com/franciscojavierarceo |
| franciscojavierarceo | https://github.com/franciscojavierarceo |
|
Aug 11, 2025
| https://github.com/feast-dev/feast/issues/5526#pullrequestreview-3106612263 |
|
View reviewed changes
| https://github.com/feast-dev/feast/pull/5526/files |
| sdk/python/feast/infra/compute_engines/ray/nodes.py | https://github.com/feast-dev/feast/pull/5526/files#diff-6fdca45fde388554088e465e79b3c9ced0e4b6e0f11f6f48f1765730f066b89c |
| franciscojavierarceo | https://github.com/franciscojavierarceo |
| Aug 11, 2025 | https://github.com/feast-dev/feast/issues/5526#discussion_r2267273906 |
| Learn more | https://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment |
| Please reload this page | https://github.com/feast-dev/feast/issues/5526 |
| https://github.com/franciscojavierarceo |
| franciscojavierarceo | https://github.com/franciscojavierarceo |
|
Aug 11, 2025
| https://github.com/feast-dev/feast/issues/5526#pullrequestreview-3106614017 |
|
View reviewed changes
| https://github.com/feast-dev/feast/pull/5526/files |
| sdk/python/feast/infra/compute_engines/ray/nodes.py | https://github.com/feast-dev/feast/pull/5526/files#diff-6fdca45fde388554088e465e79b3c9ced0e4b6e0f11f6f48f1765730f066b89c |
| Please reload this page | https://github.com/feast-dev/feast/issues/5526 |
| https://github.com/franciscojavierarceo |
| franciscojavierarceo | https://github.com/franciscojavierarceo |
|
Aug 11, 2025
| https://github.com/feast-dev/feast/issues/5526#pullrequestreview-3106633137 |
|
View reviewed changes
| https://github.com/feast-dev/feast/pull/5526/files |
| sdk/python/feast/infra/offline_stores/contrib/ray_offline_store/ray.py | https://github.com/feast-dev/feast/pull/5526/files#diff-7437d75d0e46213df26c6e7d07f87d800c465f450ded060febe4962db270a4d0 |
| Please reload this page | https://github.com/feast-dev/feast/issues/5526 |
| https://github.com/franciscojavierarceo |
| franciscojavierarceo | https://github.com/franciscojavierarceo |
|
Aug 11, 2025
| https://github.com/feast-dev/feast/issues/5526#pullrequestreview-3106635458 |
|
View reviewed changes
| https://github.com/feast-dev/feast/pull/5526/files |
| sdk/python/feast/infra/offline_stores/contrib/ray_offline_store/ray.py | https://github.com/feast-dev/feast/pull/5526/files#diff-7437d75d0e46213df26c6e7d07f87d800c465f450ded060febe4962db270a4d0 |
| Please reload this page | https://github.com/feast-dev/feast/issues/5526 |
| https://github.com/franciscojavierarceo |
| franciscojavierarceo | https://github.com/franciscojavierarceo |
|
Aug 11, 2025
| https://github.com/feast-dev/feast/issues/5526#pullrequestreview-3106636912 |
|
View reviewed changes
| https://github.com/feast-dev/feast/pull/5526/files |
| franciscojavierarceo | https://github.com/franciscojavierarceo |
| https://github.com/feast-dev/feast/issues/5526#pullrequestreview-3106636912 |
| Learn more | https://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment |
| Please reload this page | https://github.com/feast-dev/feast/issues/5526 |
| sdk/python/feast/infra/offline_stores/contrib/ray_offline_store/ray.py | https://github.com/feast-dev/feast/pull/5526/files#diff-7437d75d0e46213df26c6e7d07f87d800c465f450ded060febe4962db270a4d0 |
| Please reload this page | https://github.com/feast-dev/feast/issues/5526 |
| sdk/python/feast/transformation/pandas_transformation.py | https://github.com/feast-dev/feast/pull/5526/files#diff-d31bed5c03210fe0efc96c13e2bb76f26b5a2f61c53f41c3cdddc5aa110a429c |
| franciscojavierarceo | https://github.com/franciscojavierarceo |
| Aug 11, 2025 | https://github.com/feast-dev/feast/issues/5526#discussion_r2267303494 |
| Learn more | https://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment |
| Please reload this page | https://github.com/feast-dev/feast/issues/5526 |
| ntkathole | https://github.com/ntkathole |
| Aug 12, 2025 | https://github.com/feast-dev/feast/issues/5526#discussion_r2268506619 |
| Learn more | https://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment |
| Please reload this page | https://github.com/feast-dev/feast/issues/5526 |
| https://github.com/ntkathole |
| ntkathole | https://github.com/ntkathole |
| force-pushed | https://github.com/feast-dev/feast/compare/cf0e01fe8a8adaca57f391114cc29e3629da02a4..af613d44bb54779c50333685f73513e91e91db26 |
| cf0e01f | https://github.com/feast-dev/feast/commit/cf0e01fe8a8adaca57f391114cc29e3629da02a4 |
| af613d4 | https://github.com/feast-dev/feast/commit/af613d44bb54779c50333685f73513e91e91db26 |
|
Compare
| https://github.com/feast-dev/feast/compare/cf0e01fe8a8adaca57f391114cc29e3629da02a4..af613d44bb54779c50333685f73513e91e91db26 |
| August 12, 2025 04:08 | https://github.com/feast-dev/feast/issues/5526#event-19102443380 |
| https://github.com/ntkathole |
| ntkathole | https://github.com/ntkathole |
|
Aug 12, 2025
| https://github.com/feast-dev/feast/issues/5526#ref-issue-3312450673 |
|
Generalize build materialization_plan from the FeatureBuilder to store intermediate results
#5566
| https://github.com/feast-dev/feast/issues/5566 |
|
| https://github.com/ntkathole |
| fix: Handle comments and removed use_ray_cluster config | https://github.com/feast-dev/feast/pull/5526/commits/5435859709c651150b4f680d6f569fb2495b2fb4 |
| 5435859 | https://github.com/feast-dev/feast/pull/5526/commits/5435859709c651150b4f680d6f569fb2495b2fb4 |
| https://github.com/ntkathole |
| ntkathole | https://github.com/ntkathole |
| force-pushed | https://github.com/feast-dev/feast/compare/af613d44bb54779c50333685f73513e91e91db26..5435859709c651150b4f680d6f569fb2495b2fb4 |
| af613d4 | https://github.com/feast-dev/feast/commit/af613d44bb54779c50333685f73513e91e91db26 |
| 5435859 | https://github.com/feast-dev/feast/commit/5435859709c651150b4f680d6f569fb2495b2fb4 |
|
Compare
| https://github.com/feast-dev/feast/compare/af613d44bb54779c50333685f73513e91e91db26..5435859709c651150b4f680d6f569fb2495b2fb4 |
| August 12, 2025 05:08 | https://github.com/feast-dev/feast/issues/5526#event-19103006353 |
| https://github.com/ntkathole |
| ntkathole | https://github.com/ntkathole |
| franciscojavierarceo | https://github.com/franciscojavierarceo |
| August 12, 2025 05:35 | https://github.com/feast-dev/feast/issues/5526#event-19103299894 |
| https://github.com/franciscojavierarceo |
| franciscojavierarceo | https://github.com/franciscojavierarceo |
|
Aug 12, 2025
| https://github.com/feast-dev/feast/issues/5526#pullrequestreview-3111954350 |
|
View reviewed changes
| https://github.com/feast-dev/feast/pull/5526/files/5435859709c651150b4f680d6f569fb2495b2fb4 |
| https://github.com/franciscojavierarceo |
| franciscojavierarceo | https://github.com/franciscojavierarceo |
| Aug 12, 2025 | https://github.com/feast-dev/feast/issues/5526#issuecomment-3180287182 |
| @ntkathole | https://github.com/ntkathole |
| Please reload this page | https://github.com/feast-dev/feast/issues/5526 |
| https://github.com/franciscojavierarceo |
| franciscojavierarceo | https://github.com/franciscojavierarceo |
| 72de088 | https://github.com/feast-dev/feast/commit/72de088404a223a515ec34d652ef213b6f28d788 |
| Aug 12, 2025 | https://github.com/feast-dev/feast/pull/5526#event-19117963028 |
| Please reload this page | https://github.com/feast-dev/feast/issues/5526 |
| franciscojavierarceo | https://github.com/franciscojavierarceo |
|
Aug 14, 2025
| https://github.com/feast-dev/feast/issues/5526#ref-commit-acb97fb |
|
| https://github.com/feast-ci-bot |
| chore(release): release 0.52.0 | https://github.com/feast-dev/feast/commit/acb97fb4f92f014d5229180c51b4473855546219 |
| acb97fb | https://github.com/feast-dev/feast/commit/acb97fb4f92f014d5229180c51b4473855546219 |
| v0.51.0...v0.52.0 | https://github.com/feast-dev/feast/compare/v0.51.0...v0.52.0 |
| #5492 | https://github.com/feast-dev/feast/pull/5492 |
| #5492 | https://github.com/feast-dev/feast/pull/5492 |
| bdf20bb | https://github.com/feast-dev/feast/commit/bdf20bb66d40f8f95d0bb86a2c5e7e05c634d84c |
| bdf20bb | https://github.com/feast-dev/feast/commit/bdf20bb66d40f8f95d0bb86a2c5e7e05c634d84c |
| df391ec | https://github.com/feast-dev/feast/commit/df391ecf628a89aa5c9188933ec471b823a1e34d |
| df391ec | https://github.com/feast-dev/feast/commit/df391ecf628a89aa5c9188933ec471b823a1e34d |
| 1189512 | https://github.com/feast-dev/feast/commit/1189512e1939e8e68f11a53eac3e5c191bd09062 |
| 1189512 | https://github.com/feast-dev/feast/commit/1189512e1939e8e68f11a53eac3e5c191bd09062 |
| 1c59bba | https://github.com/feast-dev/feast/commit/1c59bbae120078b945d5a8574b96d66b1173513c |
| 1c59bba | https://github.com/feast-dev/feast/commit/1c59bbae120078b945d5a8574b96d66b1173513c |
| #5544 | https://github.com/feast-dev/feast/pull/5544 |
| #5544 | https://github.com/feast-dev/feast/pull/5544 |
| a4eef38 | https://github.com/feast-dev/feast/commit/a4eef387bad5b0889122fc169185300b3e1dc01d |
| a4eef38 | https://github.com/feast-dev/feast/commit/a4eef387bad5b0889122fc169185300b3e1dc01d |
| #5550 | https://github.com/feast-dev/feast/pull/5550 |
| #5550 | https://github.com/feast-dev/feast/pull/5550 |
| b7ea5cc | https://github.com/feast-dev/feast/commit/b7ea5cc490c6e65f18bc3c7fc7896da95e088a5d |
| b7ea5cc | https://github.com/feast-dev/feast/commit/b7ea5cc490c6e65f18bc3c7fc7896da95e088a5d |
| a9815c2 | https://github.com/feast-dev/feast/commit/a9815c24bf91d7b4894ffc7993c15c920303bf33 |
| a9815c2 | https://github.com/feast-dev/feast/commit/a9815c24bf91d7b4894ffc7993c15c920303bf33 |
| #5558 | https://github.com/feast-dev/feast/pull/5558 |
| #5558 | https://github.com/feast-dev/feast/pull/5558 |
| 2e5f564 | https://github.com/feast-dev/feast/commit/2e5f5649478b7ac9b2572fbe4079882fa1f29bb2 |
| 2e5f564 | https://github.com/feast-dev/feast/commit/2e5f5649478b7ac9b2572fbe4079882fa1f29bb2 |
| #5552 | https://github.com/feast-dev/feast/pull/5552 |
| #5552 | https://github.com/feast-dev/feast/pull/5552 |
| 897b3f3 | https://github.com/feast-dev/feast/commit/897b3f3e4f2de8f84a6a96c78107e3e002b0f3de |
| 897b3f3 | https://github.com/feast-dev/feast/commit/897b3f3e4f2de8f84a6a96c78107e3e002b0f3de |
| #5532 | https://github.com/feast-dev/feast/pull/5532 |
| #5532 | https://github.com/feast-dev/feast/pull/5532 |
| dd3061f | https://github.com/feast-dev/feast/commit/dd3061f285a62ece2d1f8736878620e3eed8867b |
| dd3061f | https://github.com/feast-dev/feast/commit/dd3061f285a62ece2d1f8736878620e3eed8867b |
| #5526 | https://github.com/feast-dev/feast/pull/5526 |
| #5526 | https://github.com/feast-dev/feast/pull/5526 |
| 72de088 | https://github.com/feast-dev/feast/commit/72de088404a223a515ec34d652ef213b6f28d788 |
| 72de088 | https://github.com/feast-dev/feast/commit/72de088404a223a515ec34d652ef213b6f28d788 |
| #5545 | https://github.com/feast-dev/feast/pull/5545 |
| #5545 | https://github.com/feast-dev/feast/pull/5545 |
| 2adcf2c | https://github.com/feast-dev/feast/commit/2adcf2cb212a1e274ab072c2cc0f814167a04da1 |
| 2adcf2c | https://github.com/feast-dev/feast/commit/2adcf2cb212a1e274ab072c2cc0f814167a04da1 |
| fc44222 | https://github.com/feast-dev/feast/commit/fc442225d36494c8c4a16bd39eeb0b1d90f0bf95 |
| fc44222 | https://github.com/feast-dev/feast/commit/fc442225d36494c8c4a16bd39eeb0b1d90f0bf95 |
| 795fc06 | https://github.com/feast-dev/feast/commit/795fc06a2ed66df1d633295c9740c49d13e63c17 |
| 795fc06 | https://github.com/feast-dev/feast/commit/795fc06a2ed66df1d633295c9740c49d13e63c17 |
| #5487 | https://github.com/feast-dev/feast/pull/5487 |
| #5487 | https://github.com/feast-dev/feast/pull/5487 |
| d095b96 | https://github.com/feast-dev/feast/commit/d095b96118127920910307fef5f1a8594c4366bf |
| d095b96 | https://github.com/feast-dev/feast/commit/d095b96118127920910307fef5f1a8594c4366bf |
| 7f10151 | https://github.com/feast-dev/feast/commit/7f10151f154348c9fd0dab8b7e18d201e8ce2474 |
| 7f10151 | https://github.com/feast-dev/feast/commit/7f10151f154348c9fd0dab8b7e18d201e8ce2474 |
| #5527 | https://github.com/feast-dev/feast/pull/5527 |
| #5527 | https://github.com/feast-dev/feast/pull/5527 |
| df942b9 | https://github.com/feast-dev/feast/commit/df942b9fba7ec5f93233b74238e3ecbec27b99e1 |
| df942b9 | https://github.com/feast-dev/feast/commit/df942b9fba7ec5f93233b74238e3ecbec27b99e1 |
| https://github.com/ntkathole |
| ntkathole | https://github.com/ntkathole |
|
Aug 16, 2025
| https://github.com/feast-dev/feast/issues/5526#ref-issue-3326858698 |
|
to_ray_dataset as a first citizen method for retrieval_job
#5568
| https://github.com/feast-dev/feast/issues/5568 |
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HaoXuAI
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| https://github.com/feast-dev/feast/pull/5526/files/1d64dc4147409554661b9910665c3f917cb7af40 |
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Copilot code review
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Copilot
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franciscojavierarceo
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| https://github.com/feast-dev/feast/pull/5526/files/5435859709c651150b4f680d6f569fb2495b2fb4 |
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jyejare
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| https://github.com/ntkathole |
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ntkathole
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ok-to-test
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| Please reload this page | https://github.com/feast-dev/feast/issues/5526 |
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