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| og:image:alt | What this PR does / why we need it
get_historical_features() on a BatchFeatureView re-runs the full UDF on raw data every call. For embedding pipelines, that's 20–40 min of compute per training... |
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| abhijeet-dhumal:feat/spark-bfv-offline-historical-features | https://github.com/abhijeet-dhumal/feast/tree/feat/spark-bfv-offline-historical-features |
| Conversation | https://github.com/feast-dev/feast/pull/6440 |
| Commits8 (8) | https://github.com/feast-dev/feast/pull/6440/commits |
| Checks | https://github.com/feast-dev/feast/pull/6440/checks |
| Files changed | https://github.com/feast-dev/feast/pull/6440/files |
| feat(spark): SparkSource query+path and pre-computed offline read for BatchFeatureView | https://github.com/feast-dev/feast/pull/6440#top |
| abhijeet-dhumal | https://github.com/abhijeet-dhumal |
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| abhijeet-dhumal:feat/spark-bfv-offline-historical-features | https://github.com/abhijeet-dhumal/feast/tree/feat/spark-bfv-offline-historical-features |
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| https://github.com/abhijeet-dhumal |
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| May 27, 2026 | https://github.com/feast-dev/feast/pull/6440#issue-4532126359 |
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| May 27, 2026 | https://github.com/feast-dev/feast/pull/6440#event-26013477532 |
| https://github.com/abhijeet-dhumal |
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| force-pushed | https://github.com/feast-dev/feast/compare/a98e23ba9bd4b7c19854d13d501b3856675e6696..57b2489d88db1575dae8b9086b1193cd4dc34702 |
| a98e23b | https://github.com/feast-dev/feast/commit/a98e23ba9bd4b7c19854d13d501b3856675e6696 |
| 57b2489 | https://github.com/feast-dev/feast/commit/57b2489d88db1575dae8b9086b1193cd4dc34702 |
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Compare
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| May 27, 2026 14:50 | https://github.com/feast-dev/feast/pull/6440#event-26020158113 |
| https://github.com/abhijeet-dhumal |
| abhijeet-dhumal | https://github.com/abhijeet-dhumal |
| May 28, 2026 06:23 | https://github.com/feast-dev/feast/pull/6440#event-26049006061 |
| https://github.com/abhijeet-dhumal |
| abhijeet-dhumal | https://github.com/abhijeet-dhumal |
| code owner | https://github.com/feast-dev/feast/blob/1941d4d184a3e13eea1d47b1b35d3305c89ecf1c/CODEOWNERS#L10 |
| May 28, 2026 06:23 | https://github.com/feast-dev/feast/pull/6440#event-26049006395 |
| https://github.com/apps/devin-ai-integration |
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May 28, 2026
| https://github.com/feast-dev/feast/pull/6440#pullrequestreview-4378402440 |
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View reviewed changes
| https://github.com/feast-dev/feast/pull/6440/files |
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| sdk/python/feast/feature_store.py | https://github.com/feast-dev/feast/pull/6440/files#diff-ff4e2a65c8c29b7971edc77a61a7e970d410d77d9f173f72714d1bb49e2509a2 |
| Please reload this page | https://github.com/feast-dev/feast/pull/6440 |
| https://github.com/abhijeet-dhumal |
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| force-pushed | https://github.com/feast-dev/feast/compare/57b2489d88db1575dae8b9086b1193cd4dc34702..e30e146d3b0d19f0036b75fcaf21b1af63fc5300 |
| 57b2489 | https://github.com/feast-dev/feast/commit/57b2489d88db1575dae8b9086b1193cd4dc34702 |
| e30e146 | https://github.com/feast-dev/feast/commit/e30e146d3b0d19f0036b75fcaf21b1af63fc5300 |
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Compare
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| May 29, 2026 08:57 | https://github.com/feast-dev/feast/pull/6440#event-26101603905 |
| abhijeet-dhumal | https://github.com/abhijeet-dhumal |
|
May 29, 2026
| https://github.com/feast-dev/feast/pull/6440#ref-commit-9c217ae |
|
| https://github.com/abhijeet-dhumal |
| fix: restore _apply_bfv_transformations in SparkOfflineStore.get_hist… | https://github.com/abhijeet-dhumal/feast/commit/9c217ae7f073e67aa618547b3f6fa01acd51f631 |
| 9c217ae | https://github.com/abhijeet-dhumal/feast/commit/9c217ae7f073e67aa618547b3f6fa01acd51f631 |
| feast-dev#6440 | https://github.com/feast-dev/feast/pull/6440 |
| feast-dev#6440 | https://github.com/feast-dev/feast/pull/6440 |
| abhijeet-dhumal | https://github.com/abhijeet-dhumal |
| June 1, 2026 12:49 | https://github.com/feast-dev/feast/pull/6440#commits-pushed-f6ff08a |
|
| https://github.com/abhijeet-dhumal |
| feat: allow query + path in SparkSource for offline materialization | https://github.com/feast-dev/feast/pull/6440/commits/f6ff08a6d8a682d42bd013e43eec277cb15ba0ea |
| f6ff08a | https://github.com/feast-dev/feast/pull/6440/commits/f6ff08a6d8a682d42bd013e43eec277cb15ba0ea |
|
| https://github.com/abhijeet-dhumal |
| feat: read from offline path in get_historical_features for BFVs | https://github.com/feast-dev/feast/pull/6440/commits/67f647cf4c663cf8be421a080021af6535042fd7 |
| 67f647c | https://github.com/feast-dev/feast/pull/6440/commits/67f647cf4c663cf8be421a080021af6535042fd7 |
|
| https://github.com/abhijeet-dhumal |
| fix: graceful fallback when offline path is not readable | https://github.com/feast-dev/feast/pull/6440/commits/cafab0a3c553106fbe138b688900551879a2e96d |
| cafab0a | https://github.com/feast-dev/feast/pull/6440/commits/cafab0a3c553106fbe138b688900551879a2e96d |
|
| https://github.com/abhijeet-dhumal |
| style: ruff format spark.py and spark_source.py | https://github.com/feast-dev/feast/pull/6440/commits/7d14b5cfe4ba1efc24d17d32b8b176d29149fd95 |
| 7d14b5c | https://github.com/feast-dev/feast/pull/6440/commits/7d14b5cfe4ba1efc24d17d32b8b176d29149fd95 |
|
| https://github.com/abhijeet-dhumal |
| fix: allow offline-only BatchFeatureView to skip online validation in… | https://github.com/feast-dev/feast/pull/6440/commits/5312075970128750e8a559dd04f15a6976b321b1 |
| 5312075 | https://github.com/feast-dev/feast/pull/6440/commits/5312075970128750e8a559dd04f15a6976b321b1 |
| abhijeet-dhumal | https://github.com/abhijeet-dhumal |
|
Jun 1, 2026
| https://github.com/feast-dev/feast/pull/6440#ref-commit-43d20c1 |
|
| https://github.com/abhijeet-dhumal |
| fix: restore _apply_bfv_transformations in SparkOfflineStore.get_hist… | https://github.com/abhijeet-dhumal/feast/commit/43d20c1da45fcbb8ea3eb65022f2e9e5f05ff744 |
| 43d20c1 | https://github.com/abhijeet-dhumal/feast/commit/43d20c1da45fcbb8ea3eb65022f2e9e5f05ff744 |
| feast-dev#6440 | https://github.com/feast-dev/feast/pull/6440 |
| feast-dev#6440 | https://github.com/feast-dev/feast/pull/6440 |
| https://github.com/abhijeet-dhumal |
| abhijeet-dhumal | https://github.com/abhijeet-dhumal |
| force-pushed | https://github.com/feast-dev/feast/compare/e30e146d3b0d19f0036b75fcaf21b1af63fc5300..4316349216f8144451123ac8b503c07ea0fa781a |
| e30e146 | https://github.com/feast-dev/feast/commit/e30e146d3b0d19f0036b75fcaf21b1af63fc5300 |
| 4316349 | https://github.com/feast-dev/feast/commit/4316349216f8144451123ac8b503c07ea0fa781a |
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Compare
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| June 1, 2026 07:48 | https://github.com/feast-dev/feast/pull/6440#event-26176524188 |
| https://github.com/abhijeet-dhumal |
| abhijeet-dhumal | https://github.com/abhijeet-dhumal |
| Jun 1, 2026 | https://github.com/feast-dev/feast/pull/6440#issuecomment-4590557546 |
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| Please reload this page | https://github.com/feast-dev/feast/pull/6440 |
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Jun 1, 2026
| https://github.com/feast-dev/feast/pull/6440#pullrequestreview-4401210424 |
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View reviewed changes
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| Please reload this page | https://github.com/feast-dev/feast/pull/6440 |
| sdk/python/feast/infra/offline_stores/contrib/spark_offline_store/spark.py | https://github.com/feast-dev/feast/pull/6440/files#diff-ef3fce408c702d00aa891015376e83ff1084907c69c95cafacf5fae657fca486 |
| jyejare | https://github.com/jyejare |
| Jun 1, 2026 | https://github.com/feast-dev/feast/pull/6440#discussion_r3334153095 |
| Please reload this page | https://github.com/feast-dev/feast/pull/6440 |
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| Please reload this page | https://github.com/feast-dev/feast/pull/6440 |
| abhijeet-dhumal | https://github.com/abhijeet-dhumal |
| Jun 2, 2026 | https://github.com/feast-dev/feast/pull/6440#discussion_r3341447959 |
| Learn more | https://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment |
| Please reload this page | https://github.com/feast-dev/feast/pull/6440 |
| abhijeet-dhumal | https://github.com/abhijeet-dhumal |
| Jun 2, 2026 | https://github.com/feast-dev/feast/pull/6440#discussion_r3341449589 |
| Learn more | https://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment |
| Please reload this page | https://github.com/feast-dev/feast/pull/6440 |
| jyejare | https://github.com/jyejare |
| Jun 2, 2026 | https://github.com/feast-dev/feast/pull/6440#discussion_r3341712106 |
| Learn more | https://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment |
| Please reload this page | https://github.com/feast-dev/feast/pull/6440 |
| sdk/python/feast/infra/offline_stores/contrib/spark_offline_store/spark.py | https://github.com/feast-dev/feast/pull/6440/files#diff-ef3fce408c702d00aa891015376e83ff1084907c69c95cafacf5fae657fca486 |
| jyejare | https://github.com/jyejare |
| Jun 1, 2026 | https://github.com/feast-dev/feast/pull/6440#discussion_r3334153126 |
| Please reload this page | https://github.com/feast-dev/feast/pull/6440 |
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