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Title: feat: MongoDB offline store by caseyclements · Pull Request #6138 · feast-dev/feast · GitHub

Open Graph Title: feat: MongoDB offline store by caseyclements · Pull Request #6138 · feast-dev/feast

X Title: feat: MongoDB offline store by caseyclements · Pull Request #6138 · feast-dev/feast

Description: The Open Source Feature Store for AI/ML. Contribute to feast-dev/feast development by creating an account on GitHub.

Open Graph Description: What this PR does / why we need it: Adds a MongoDB offline store to Feast as a contrib plugin. Customers have been requesting this. All feature views share a single MongoDB collection (feature_hist...

X Description: What this PR does / why we need it: Adds a MongoDB offline store to Feast as a contrib plugin. Customers have been requesting this. All feature views share a single MongoDB collection (feature_hist...

Opengraph URL: https://github.com/feast-dev/feast/pull/6138

X: @github

direct link

Domain: github.com

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Commits78 (78)https://github.com/feast-dev/feast/pull/6138/commits
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Files changedhttps://github.com/feast-dev/feast/pull/6138/files
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fe24361https://github.com/feast-dev/feast/pull/6138/commits/fe24361b82bd86daf4155c9ca5d683dc9ac09fe5
https://github.com/feast-dev/feast/tree/fe24361b82bd86daf4155c9ca5d683dc9ac09fe5
Add auto-create index to MongoDBOfflineStoreManyhttps://github.com/feast-dev/feast/pull/6138/commits/398110c8746593c92c465785d35ae39209c510ef
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
398110chttps://github.com/feast-dev/feast/pull/6138/commits/398110c8746593c92c465785d35ae39209c510ef
https://github.com/feast-dev/feast/tree/398110c8746593c92c465785d35ae39209c510ef
Update benchmark.py to use One/Many naming conventionhttps://github.com/feast-dev/feast/pull/6138/commits/2feb97dde17568b264668c44c3676ca90b3e24e5
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
2feb97dhttps://github.com/feast-dev/feast/pull/6138/commits/2feb97dde17568b264668c44c3676ca90b3e24e5
https://github.com/feast-dev/feast/tree/2feb97dde17568b264668c44c3676ca90b3e24e5
Add comprehensive module docstring to mongodb_many.pyhttps://github.com/feast-dev/feast/pull/6138/commits/96243110ff6ab1085c10ff976c40426871824e45
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
9624311https://github.com/feast-dev/feast/pull/6138/commits/96243110ff6ab1085c10ff976c40426871824e45
https://github.com/feast-dev/feast/tree/96243110ff6ab1085c10ff976c40426871824e45
Add Feature Freshness and Schema Evolution docs to mongodb_many.pyhttps://github.com/feast-dev/feast/pull/6138/commits/5c93a5126cbab6d0a39e5af672540551fe428f81
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
5c93a51https://github.com/feast-dev/feast/pull/6138/commits/5c93a5126cbab6d0a39e5af672540551fe428f81
https://github.com/feast-dev/feast/tree/5c93a5126cbab6d0a39e5af672540551fe428f81
Add MongoDB DataSourceCreators for universal Feast testshttps://github.com/feast-dev/feast/pull/6138/commits/fd70c13fcda2e39edcd842d66a7f2206722f9879
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
fd70c13https://github.com/feast-dev/feast/pull/6138/commits/fd70c13fcda2e39edcd842d66a7f2206722f9879
https://github.com/feast-dev/feast/tree/fd70c13fcda2e39edcd842d66a7f2206722f9879
Add .secrets.baselinehttps://github.com/feast-dev/feast/pull/6138/commits/b4a0260994014828aa10b81a012edd8c2680da7d
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
b4a0260https://github.com/feast-dev/feast/pull/6138/commits/b4a0260994014828aa10b81a012edd8c2680da7d
https://github.com/feast-dev/feast/tree/b4a0260994014828aa10b81a012edd8c2680da7d
Addressed PR comment: join_keys = get_expected_join_keys(project, feature_views, registry)https://github.com/feast-dev/feast/pull/6138/commits/9efd700ae7294f6c563a18d55972bca656edf077
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
9efd700https://github.com/feast-dev/feast/pull/6138/commits/9efd700ae7294f6c563a18d55972bca656edf077
https://github.com/feast-dev/feast/tree/9efd700ae7294f6c563a18d55972bca656edf077
Adds tests scenario that not using offline_utils.get_expected_join_keys would get wrong.https://github.com/feast-dev/feast/pull/6138/commits/5d67b3fc01b84e7978d5efe8fafb5d4ae1ce5d52
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
5d67b3fhttps://github.com/feast-dev/feast/pull/6138/commits/5d67b3fc01b84e7978d5efe8fafb5d4ae1ce5d52
https://github.com/feast-dev/feast/tree/5d67b3fc01b84e7978d5efe8fafb5d4ae1ce5d52
Tests revealed possible name collision in pandas.merge_asofhttps://github.com/feast-dev/feast/pull/6138/commits/f889e1038184187e70d170f13f5f69477603612b
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
f889e10https://github.com/feast-dev/feast/pull/6138/commits/f889e1038184187e70d170f13f5f69477603612b
https://github.com/feast-dev/feast/tree/f889e1038184187e70d170f13f5f69477603612b
Add further (Large) benchmark testshttps://github.com/feast-dev/feast/pull/6138/commits/fcbd6096a3a5c90bae7f9785657727ccf8a13f5b
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
fcbd609https://github.com/feast-dev/feast/pull/6138/commits/fcbd6096a3a5c90bae7f9785657727ccf8a13f5b
https://github.com/feast-dev/feast/tree/fcbd6096a3a5c90bae7f9785657727ccf8a13f5b
Upgrades from Devin comments. Class cache _index_initialized; get_expected_join_keys outside run_singlehttps://github.com/feast-dev/feast/pull/6138/commits/77863933154bc149b8c3e687281583f07f432b61
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
7786393https://github.com/feast-dev/feast/pull/6138/commits/77863933154bc149b8c3e687281583f07f432b61
https://github.com/feast-dev/feast/tree/77863933154bc149b8c3e687281583f07f432b61
Addressed PR commentshttps://github.com/feast-dev/feast/pull/6138/commits/b8fa01c0e1e977879b0ed2c1099ee4624cca2266
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
b8fa01chttps://github.com/feast-dev/feast/pull/6138/commits/b8fa01c0e1e977879b0ed2c1099ee4624cca2266
https://github.com/feast-dev/feast/tree/b8fa01c0e1e977879b0ed2c1099ee4624cca2266
Apply lower bound via max(TTL) when all feature viewws in a chunk have onehttps://github.com/feast-dev/feast/pull/6138/commits/6db7cce4d85bbae8f509981b1c3af636d75e585c
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
6db7ccehttps://github.com/feast-dev/feast/pull/6138/commits/6db7cce4d85bbae8f509981b1c3af636d75e585c
https://github.com/feast-dev/feast/tree/6db7cce4d85bbae8f509981b1c3af636d75e585c
Add created_at to compound index so that materialization is correct if erroneuos data has been corrected. Remember, OfflineStores are append only.https://github.com/feast-dev/feast/pull/6138/commits/596b12665311ef4353fe7f01da488c1b9b53f142
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
596b126https://github.com/feast-dev/feast/pull/6138/commits/596b12665311ef4353fe7f01da488c1b9b53f142
https://github.com/feast-dev/feast/tree/596b12665311ef4353fe7f01da488c1b9b53f142
Handdle numpy scalers in _serialize_entity_key_from_row as suggested.https://github.com/feast-dev/feast/pull/6138/commits/c0173e0b047b51acfe9d7c998f3e74f2baad986c
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
c0173e0https://github.com/feast-dev/feast/pull/6138/commits/c0173e0b047b51acfe9d7c998f3e74f2baad986c
https://github.com/feast-dev/feast/tree/c0173e0b047b51acfe9d7c998f3e74f2baad986c
Add persist and testshttps://github.com/feast-dev/feast/pull/6138/commits/1f80f47e38113faede05f8c40f412dffc393b68b
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
1f80f47https://github.com/feast-dev/feast/pull/6138/commits/1f80f47e38113faede05f8c40f412dffc393b68b
https://github.com/feast-dev/feast/tree/1f80f47e38113faede05f8c40f412dffc393b68b
Remove accidentally included design notes.https://github.com/feast-dev/feast/pull/6138/commits/daaaf328fa989de3ae47a45912aaf924ed349e57
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
daaaf32https://github.com/feast-dev/feast/pull/6138/commits/daaaf328fa989de3ae47a45912aaf924ed349e57
https://github.com/feast-dev/feast/tree/daaaf328fa989de3ae47a45912aaf924ed349e57
Fix entity key serialization: per-FV join key types and numpy 2.0 compathttps://github.com/feast-dev/feast/pull/6138/commits/3a78f9d8af43200e87cc58dc407a3f05bab90c68
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
claudehttps://github.com/feast-dev/feast/commits?author=claude
3a78f9dhttps://github.com/feast-dev/feast/pull/6138/commits/3a78f9d8af43200e87cc58dc407a3f05bab90c68
https://github.com/feast-dev/feast/tree/3a78f9d8af43200e87cc58dc407a3f05bab90c68
Add offline_write_batch to MongoDBOfflineStoreOnehttps://github.com/feast-dev/feast/pull/6138/commits/44abd927f742ff8ba75b9d9136664247f39cb28f
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
claudehttps://github.com/feast-dev/feast/commits?author=claude
44abd92https://github.com/feast-dev/feast/pull/6138/commits/44abd927f742ff8ba75b9d9136664247f39cb28f
https://github.com/feast-dev/feast/tree/44abd927f742ff8ba75b9d9136664247f39cb28f
mongodb_one: clarify pipeline sort rationale and avoid sparse-column expansionhttps://github.com/feast-dev/feast/pull/6138/commits/63fab1b7507d8cba3b53c87ca3a4244bbdd821de
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
63fab1bhttps://github.com/feast-dev/feast/pull/6138/commits/63fab1b7507d8cba3b53c87ca3a4244bbdd821de
https://github.com/feast-dev/feast/tree/63fab1b7507d8cba3b53c87ca3a4244bbdd821de
Add mongodb_native.py: initial MQL-based offline store (pre-refactor snapshot)https://github.com/feast-dev/feast/pull/6138/commits/90dd2245f59ee833646b3fa7b6b5051fea07a784
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
claudehttps://github.com/feast-dev/feast/commits?author=claude
90dd224https://github.com/feast-dev/feast/pull/6138/commits/90dd2245f59ee833646b3fa7b6b5051fea07a784
https://github.com/feast-dev/feast/tree/90dd2245f59ee833646b3fa7b6b5051fea07a784
Refactor mongodb_native: Atlas-first $documents+$lookup PIT joinhttps://github.com/feast-dev/feast/pull/6138/commits/073368884dd36f66ac2a1b42c13d5a154207a555
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
claudehttps://github.com/feast-dev/feast/commits?author=claude
0733688https://github.com/feast-dev/feast/pull/6138/commits/073368884dd36f66ac2a1b42c13d5a154207a555
https://github.com/feast-dev/feast/tree/073368884dd36f66ac2a1b42c13d5a154207a555
Add unit tests for MongoDBOfflineStoreNativehttps://github.com/feast-dev/feast/pull/6138/commits/47f10408cdaf8ee43d0d839200d87e90e30481cc
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
claudehttps://github.com/feast-dev/feast/commits?author=claude
47f1040https://github.com/feast-dev/feast/pull/6138/commits/47f10408cdaf8ee43d0d839200d87e90e30481cc
https://github.com/feast-dev/feast/tree/47f10408cdaf8ee43d0d839200d87e90e30481cc
Add cross-implementation equivalence suite (test_cross.py)https://github.com/feast-dev/feast/pull/6138/commits/84ac27b61809a132591f22291adf434ba1af55a5
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
claudehttps://github.com/feast-dev/feast/commits?author=claude
84ac27bhttps://github.com/feast-dev/feast/pull/6138/commits/84ac27b61809a132591f22291adf434ba1af55a5
https://github.com/feast-dev/feast/tree/84ac27b61809a132591f22291adf434ba1af55a5
Add benchmark_sweep.py: four-dimensional scaling suite across all three implementationshttps://github.com/feast-dev/feast/pull/6138/commits/8346f284bc00927f5f59569d59bc2f6f44f639a4
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
claudehttps://github.com/feast-dev/feast/commits?author=claude
8346f28https://github.com/feast-dev/feast/pull/6138/commits/8346f284bc00927f5f59569d59bc2f6f44f639a4
https://github.com/feast-dev/feast/tree/8346f284bc00927f5f59569d59bc2f6f44f639a4
Add mongodb_agg offline store — $match+$sort+$group, O(log P) without $lookup/$exprhttps://github.com/feast-dev/feast/pull/6138/commits/448a698f04a5a235d08b13f579249f77d96d2a9b
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
claudehttps://github.com/feast-dev/feast/commits?author=claude
448a698https://github.com/feast-dev/feast/pull/6138/commits/448a698f04a5a235d08b13f579249f77d96d2a9b
https://github.com/feast-dev/feast/tree/448a698f04a5a235d08b13f579249f77d96d2a9b
Vectorize agg scoring path, add upfront index build, ignore design/https://github.com/feast-dev/feast/pull/6138/commits/810b7d0894294ce96c7dbc66d20b83003726e2dd
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
claudehttps://github.com/feast-dev/feast/commits?author=claude
810b7d0https://github.com/feast-dev/feast/pull/6138/commits/810b7d0894294ce96c7dbc66d20b83003726e2dd
https://github.com/feast-dev/feast/tree/810b7d0894294ce96c7dbc66d20b83003726e2dd
Adds offline_write_batchhttps://github.com/feast-dev/feast/pull/6138/commits/2a56c13ebb9ff9a2353e22ea7e9f4d7c02dcb5f2
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
2a56c13https://github.com/feast-dev/feast/pull/6138/commits/2a56c13ebb9ff9a2353e22ea7e9f4d7c02dcb5f2
https://github.com/feast-dev/feast/tree/2a56c13ebb9ff9a2353e22ea7e9f4d7c02dcb5f2
Adds detail to handling of K in benchmarks.https://github.com/feast-dev/feast/pull/6138/commits/7e35e6a33c24a40982e6ab66737a7ad6560a30db
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
7e35e6ahttps://github.com/feast-dev/feast/pull/6138/commits/7e35e6a33c24a40982e6ab66737a7ad6560a30db
https://github.com/feast-dev/feast/tree/7e35e6a33c24a40982e6ab66737a7ad6560a30db
Adds missing typing.https://github.com/feast-dev/feast/pull/6138/commits/fcbb8e1a51eb89d4743b3c07ca400d7d796327a5
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
fcbb8e1https://github.com/feast-dev/feast/pull/6138/commits/fcbb8e1a51eb89d4743b3c07ca400d7d796327a5
https://github.com/feast-dev/feast/tree/fcbb8e1a51eb89d4743b3c07ca400d7d796327a5
Consolidate MongoDB offline store to single implementationhttps://github.com/feast-dev/feast/pull/6138/commits/6e8f5023a54a571c4f73d87e2c6a9f18dfe8ee93
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
6e8f502https://github.com/feast-dev/feast/pull/6138/commits/6e8f5023a54a571c4f73d87e2c6a9f18dfe8ee93
https://github.com/feast-dev/feast/tree/6e8f5023a54a571c4f73d87e2c6a9f18dfe8ee93
Fixes strict_pit_false unit test.https://github.com/feast-dev/feast/pull/6138/commits/a6dca865dda5595c1acfa8e86191903549a36131
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
a6dca86https://github.com/feast-dev/feast/pull/6138/commits/a6dca865dda5595c1acfa8e86191903549a36131
https://github.com/feast-dev/feast/tree/a6dca865dda5595c1acfa8e86191903549a36131
Fix MongoDB offline store: projection keying, TTL bounds, field mapping, and schema inferencehttps://github.com/feast-dev/feast/pull/6138/commits/055d23874a888b01f77328f4e7988c82df7abc65
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
055d238https://github.com/feast-dev/feast/pull/6138/commits/055d23874a888b01f77328f4e7988c82df7abc65
https://github.com/feast-dev/feast/tree/055d23874a888b01f77328f4e7988c82df7abc65
Fix MongoDB test DataSourceCreator: implement create_logged_features_destinationhttps://github.com/feast-dev/feast/pull/6138/commits/136dc09bf1ac73a207a2d76344c3acc13f7dfc92
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
136dc09https://github.com/feast-dev/feast/pull/6138/commits/136dc09bf1ac73a207a2d76344c3acc13f7dfc92
https://github.com/feast-dev/feast/tree/136dc09bf1ac73a207a2d76344c3acc13f7dfc92
Fix pd.isna() ValueError on list/array features in offline_write_batchhttps://github.com/feast-dev/feast/pull/6138/commits/f7e6230f17e8f7e005e25a07c49cf5633a9a48ce
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
f7e6230https://github.com/feast-dev/feast/pull/6138/commits/f7e6230f17e8f7e005e25a07c49cf5633a9a48ce
https://github.com/feast-dev/feast/tree/f7e6230f17e8f7e005e25a07c49cf5633a9a48ce
Merge branch 'master' into FEAST-OfflineStore-INTPYTHON-297https://github.com/feast-dev/feast/pull/6138/commits/9d9f7f104bddbd27343526d34cc725337e30766d
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
9d9f7f1https://github.com/feast-dev/feast/pull/6138/commits/9d9f7f104bddbd27343526d34cc725337e30766d
https://github.com/feast-dev/feast/tree/9d9f7f104bddbd27343526d34cc725337e30766d
Fix bool/int type inference order in get_table_column_names_and_typeshttps://github.com/feast-dev/feast/pull/6138/commits/274e6f8e9b395f1a9a5edccf5bcc167952a1eb2e
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
274e6f8https://github.com/feast-dev/feast/pull/6138/commits/274e6f8e9b395f1a9a5edccf5bcc167952a1eb2e
https://github.com/feast-dev/feast/tree/274e6f8e9b395f1a9a5edccf5bcc167952a1eb2e
Fix mongodb_to_feast_value_type to accept type strings from get_table_column_names_and_typeshttps://github.com/feast-dev/feast/pull/6138/commits/fcb92da7a0aed8efc022394f24fbfffdd7bede65
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
fcb92dahttps://github.com/feast-dev/feast/pull/6138/commits/fcb92da7a0aed8efc022394f24fbfffdd7bede65
https://github.com/feast-dev/feast/tree/fcb92da7a0aed8efc022394f24fbfffdd7bede65
Sort join keys in _serialize_entity_key_from_row for consistent entity_id byteshttps://github.com/feast-dev/feast/pull/6138/commits/23b678847159abf3ad6db859dbb6e3f6f8f8d746
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
23b6788https://github.com/feast-dev/feast/pull/6138/commits/23b678847159abf3ad6db859dbb6e3f6f8f8d746
https://github.com/feast-dev/feast/tree/23b678847159abf3ad6db859dbb6e3f6f8f8d746
Resolve .secrets.baseline merge conflict with masterhttps://github.com/feast-dev/feast/pull/6138/commits/26b51533b43324c5449320298282e42e84a225d3
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
26b5153https://github.com/feast-dev/feast/pull/6138/commits/26b51533b43324c5449320298282e42e84a225d3
https://github.com/feast-dev/feast/tree/26b51533b43324c5449320298282e42e84a225d3
Add mongodb to CI extras so pymongo is installed in CIhttps://github.com/feast-dev/feast/pull/6138/commits/5227804ed23574b09c16744ddd0bacbee0a5943b
https://github.com/caseyclements
caseyclementshttps://github.com/feast-dev/feast/commits?author=caseyclements
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https://github.com/feast-dev/feast/tree/5227804ed23574b09c16744ddd0bacbee0a5943b
Remove MongoDB from universal test parametrizationhttps://github.com/feast-dev/feast/pull/6138/commits/2905b80eae273325b4b340df15c57a2aa231d256
https://github.com/caseyclements
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https://github.com/feast-dev/feast/tree/2905b80eae273325b4b340df15c57a2aa231d256
Regenerate pixi lockfile after pymongo addition to ci extrashttps://github.com/feast-dev/feast/pull/6138/commits/a9b9e8f415b2b9b29e7895b3f68165408767abb4
https://github.com/caseyclements
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https://github.com/feast-dev/feast/tree/a9b9e8f415b2b9b29e7895b3f68165408767abb4
Fix scoring_path heuristic: check entity uniqueness per-FV, not globallyhttps://github.com/feast-dev/feast/pull/6138/commits/f558aa55e174799eb4754923d1e1a760760acf54
https://github.com/caseyclements
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Fix offline_write_batch: use original join key names for entity serializationhttps://github.com/feast-dev/feast/pull/6138/commits/349c5f16b7d4a433f9ed9eff131994abf6e34ae8
https://github.com/caseyclements
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https://github.com/feast-dev/feast/tree/349c5f16b7d4a433f9ed9eff131994abf6e34ae8
Fix pull_latest and pull_all to return join key columnshttps://github.com/feast-dev/feast/pull/6138/commits/8f8de115ce8efe4e7b79c4c57663683e627ddab9
https://github.com/caseyclements
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https://github.com/feast-dev/feast/tree/8f8de115ce8efe4e7b79c4c57663683e627ddab9
Fix scoring_path: require homogeneous timestamps to prevent data losshttps://github.com/feast-dev/feast/pull/6138/commits/9de55482156a37d7775c1ecd16aef933da08821b
https://github.com/caseyclements
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https://github.com/feast-dev/feast/tree/9de55482156a37d7775c1ecd16aef933da08821b
Fix training path: sort fv_df by created_at to break event_timestamp tieshttps://github.com/feast-dev/feast/pull/6138/commits/c34b6cdcd06baa5f41c0f9db690b275496db967e
https://github.com/caseyclements
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https://github.com/feast-dev/feast/tree/c34b6cdcd06baa5f41c0f9db690b275496db967e
Clean up stale docstrings: remove references to MongoDBOfflineStoreOne/Agghttps://github.com/feast-dev/feast/pull/6138/commits/1d2a1c937c8b07e4802f4c1d80c1402a833c0050
https://github.com/caseyclements
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https://github.com/feast-dev/feast/tree/1d2a1c937c8b07e4802f4c1d80c1402a833c0050
Clean up stale docstrings: remove references to MongoDBOfflineStoreOne/Agghttps://github.com/feast-dev/feast/pull/6138/commits/02e457c082081ff66fcc65f9fe51efbdae4098fd
https://github.com/caseyclements
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https://github.com/feast-dev/feast/tree/02e457c082081ff66fcc65f9fe51efbdae4098fd
Added driver metadata to clientshttps://github.com/feast-dev/feast/pull/6138/commits/ae5256fd145326a533e98d1f24af1a8f9f18b5d5
https://github.com/caseyclements
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https://github.com/feast-dev/feast/tree/ae5256fd145326a533e98d1f24af1a8f9f18b5d5
Update .secrets.baselinehttps://github.com/feast-dev/feast/pull/6138/commits/f1996fc2f654d84bd94367279cb3f550c4b4d24e
https://github.com/caseyclements
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https://github.com/feast-dev/feast/tree/f1996fc2f654d84bd94367279cb3f550c4b4d24e
Remove preview warnings from MongoDB offline storehttps://github.com/feast-dev/feast/pull/6138/commits/b3b7563fdafbc1dfa355b7c515f9a5fcdf9db37f
https://github.com/caseyclements
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https://github.com/feast-dev/feast/tree/b3b7563fdafbc1dfa355b7c515f9a5fcdf9db37f
Merge branch 'master' into FEAST-OfflineStore-INTPYTHON-297https://github.com/feast-dev/feast/pull/6138/commits/4a4381568addd01f737740f3c7074bfe1aa9cff5
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https://github.com/feast-dev/feast/tree/4a4381568addd01f737740f3c7074bfe1aa9cff5
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