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Title: feat: [Backend] Data Quality Monitoring with native compute, multi-backend support, REST API, CLI by jyejare · Pull Request #6202 · feast-dev/feast · GitHub

Open Graph Title: feat: [Backend] Data Quality Monitoring with native compute, multi-backend support, REST API, CLI by jyejare · Pull Request #6202 · feast-dev/feast

X Title: feat: [Backend] Data Quality Monitoring with native compute, multi-backend support, REST API, CLI by jyejare · Pull Request #6202 · 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: To check real UI monitoring: Visit PR #6422, see Demo. What this PR does / why we need it: This PR introduces comprehensive feature quality monitoring capabilities to Feast, enabling proactive trac...

X Description: To check real UI monitoring: Visit PR #6422, see Demo. What this PR does / why we need it: This PR introduces comprehensive feature quality monitoring capabilities to Feast, enabling proactive trac...

Opengraph URL: https://github.com/feast-dev/feast/pull/6202

X: @github

direct link

Domain: github.com

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sdk/python/feast/infra/offline_stores/duckdb.pyhttps://github.com/feast-dev/feast/pull/6202/files#diff-ea2fa10bfef868a728514ef5f0890661d652c372ca286830d16361d99e93477d
Please reload this pagehttps://github.com/feast-dev/feast/pull/6202
jyejarehttps://github.com/jyejare
Jun 3, 2026 https://github.com/feast-dev/feast/pull/6202#ref-commit-fbc5254
https://github.com/jyejare
fix: Address Devin AI review comments on PRhttps://github.com/jyejare/feast/commit/fbc5254cb14facbc5050ad62337d7a805fe1b18e
feast-dev#6202https://github.com/feast-dev/feast/pull/6202
fbc5254https://github.com/jyejare/feast/commit/fbc5254cb14facbc5050ad62337d7a805fe1b18e
https://github.com/jyejare
jyejarehttps://github.com/jyejare
force-pushedhttps://github.com/feast-dev/feast/compare/0fe69701bd681fdb9e3cf796a8cd3906bcb3fe6a..d114171ec1d6d9fb8ffda4939a431ca354c6a71d
0fe6970https://github.com/feast-dev/feast/commit/0fe69701bd681fdb9e3cf796a8cd3906bcb3fe6a
d114171https://github.com/feast-dev/feast/commit/d114171ec1d6d9fb8ffda4939a431ca354c6a71d
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June 3, 2026 12:36https://github.com/feast-dev/feast/pull/6202#event-26285356423
jyejarehttps://github.com/jyejare
Jun 3, 2026 https://github.com/feast-dev/feast/pull/6202#ref-commit-13411af
https://github.com/jyejare
fix: Address Devin AI review comments on PRhttps://github.com/jyejare/feast/commit/13411afaebf92695a1f18a10123d9a62328f34bf
feast-dev#6202https://github.com/feast-dev/feast/pull/6202
13411afhttps://github.com/jyejare/feast/commit/13411afaebf92695a1f18a10123d9a62328f34bf
https://github.com/jyejare
jyejarehttps://github.com/jyejare
force-pushedhttps://github.com/feast-dev/feast/compare/462da5bd7bb3fc515afc252aa4909acc695a17ea..1d61e7cf3274f48844ebe01e2814d4c1c29a5278
462da5bhttps://github.com/feast-dev/feast/commit/462da5bd7bb3fc515afc252aa4909acc695a17ea
1d61e7chttps://github.com/feast-dev/feast/commit/1d61e7cf3274f48844ebe01e2814d4c1c29a5278
Compare https://github.com/feast-dev/feast/compare/462da5bd7bb3fc515afc252aa4909acc695a17ea..1d61e7cf3274f48844ebe01e2814d4c1c29a5278
June 4, 2026 14:22https://github.com/feast-dev/feast/pull/6202#event-26341379411
https://github.com/ntkathole
ntkatholehttps://github.com/ntkathole
Jun 9, 2026https://github.com/feast-dev/feast/pull/6202#issuecomment-4655953322
@jyejarehttps://github.com/jyejare
Please reload this pagehttps://github.com/feast-dev/feast/pull/6202
jyejarehttps://github.com/jyejare
June 9, 2026 13:43https://github.com/feast-dev/feast/pull/6202#commits-pushed-d273343
https://github.com/jyejare
feat: Statistical/Distribution metrics in Feasthttps://github.com/feast-dev/feast/pull/6202/commits/d2733439b6edea123f21044abdc300a90fca5c40
d273343https://github.com/feast-dev/feast/pull/6202/commits/d2733439b6edea123f21044abdc300a90fca5c40
https://github.com/jyejare
chore: Serving Time metrics and monitoring rollout to more backendshttps://github.com/feast-dev/feast/pull/6202/commits/65a6849f252dad41bf15763f05b972afb4b797dd
65a6849https://github.com/feast-dev/feast/pull/6202/commits/65a6849f252dad41bf15763f05b972afb4b797dd
https://github.com/jyejare
chore: Performance Improvementshttps://github.com/feast-dev/feast/pull/6202/commits/261c6e64841d01d3941f5100c7adc48cfe7d22c5
261c6e6https://github.com/feast-dev/feast/pull/6202/commits/261c6e64841d01d3941f5100c7adc48cfe7d22c5
https://github.com/jyejare
docs: Monitoring User Guidehttps://github.com/feast-dev/feast/pull/6202/commits/f32628d80d6a9b5087cbf86018660b3fe89b1d12
f32628dhttps://github.com/feast-dev/feast/pull/6202/commits/f32628d80d6a9b5087cbf86018660b3fe89b1d12
https://github.com/jyejare
feat: Optional Monitoring and utils file addedhttps://github.com/feast-dev/feast/pull/6202/commits/e6fcd741468f74a1c19ddebe740456c719508973
e6fcd74https://github.com/feast-dev/feast/pull/6202/commits/e6fcd741468f74a1c19ddebe740456c719508973
https://github.com/jyejare
test: Validate the query logic to validate metrics calculationhttps://github.com/feast-dev/feast/pull/6202/commits/1f07b234a51f955f3b48b9bb986231a153f81276
1f07b23https://github.com/feast-dev/feast/pull/6202/commits/1f07b234a51f955f3b48b9bb986231a153f81276
https://github.com/jyejare
fix: Review comments and relevent code fixedhttps://github.com/feast-dev/feast/pull/6202/commits/f1dbcb93cf0d5fe02459f8428880f396fada13aa
f1dbcb9https://github.com/feast-dev/feast/pull/6202/commits/f1dbcb93cf0d5fe02459f8428880f396fada13aa
https://github.com/jyejare
fix: None values handled gracefullyhttps://github.com/feast-dev/feast/pull/6202/commits/1a41858552993fb1e45772f803b55ca13478f5ae
1a41858https://github.com/feast-dev/feast/pull/6202/commits/1a41858552993fb1e45772f803b55ca13478f5ae
https://github.com/jyejare
chore: Update the monitoring backend based on frontent needshttps://github.com/feast-dev/feast/pull/6202/commits/707114e2d47b3349883daaf824a0c3b5de26c48f
707114ehttps://github.com/feast-dev/feast/pull/6202/commits/707114e2d47b3349883daaf824a0c3b5de26c48f
https://github.com/jyejare
fix: Address Devin AI and others review commentshttps://github.com/feast-dev/feast/pull/6202/commits/50b45ac661884900380bdf0ec61026bd6950501a
50b45achttps://github.com/feast-dev/feast/pull/6202/commits/50b45ac661884900380bdf0ec61026bd6950501a
https://github.com/jyejare
jyejarehttps://github.com/jyejare
force-pushedhttps://github.com/feast-dev/feast/compare/1d61e7cf3274f48844ebe01e2814d4c1c29a5278..50b45ac661884900380bdf0ec61026bd6950501a
1d61e7chttps://github.com/feast-dev/feast/commit/1d61e7cf3274f48844ebe01e2814d4c1c29a5278
50b45achttps://github.com/feast-dev/feast/commit/50b45ac661884900380bdf0ec61026bd6950501a
Compare https://github.com/feast-dev/feast/compare/1d61e7cf3274f48844ebe01e2814d4c1c29a5278..50b45ac661884900380bdf0ec61026bd6950501a
June 9, 2026 08:19https://github.com/feast-dev/feast/pull/6202#event-26512501767
https://github.com/ntkathole
ntkatholehttps://github.com/ntkathole
Jun 9, 2026 https://github.com/feast-dev/feast/pull/6202#pullrequestreview-4457058807
View reviewed changes https://github.com/feast-dev/feast/pull/6202/files/50b45ac661884900380bdf0ec61026bd6950501a
ntkatholehttps://github.com/ntkathole
https://github.com/feast-dev/feast/pull/6202#pullrequestreview-4457058807
Learn morehttps://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment
Please reload this pagehttps://github.com/feast-dev/feast/pull/6202
https://github.com/ntkathole
ntkatholehttps://github.com/ntkathole
5458c37https://github.com/feast-dev/feast/commit/5458c375745e32f219a15f5f62b49a1c6adaf2b0
Jun 9, 2026https://github.com/feast-dev/feast/pull/6202#event-26514510478
Please reload this pagehttps://github.com/feast-dev/feast/pull/6202
franciscojavierarceohttps://github.com/franciscojavierarceo
Jun 13, 2026 https://github.com/feast-dev/feast/pull/6202#ref-commit-9bb73cc
https://github.com/feast-ci-bot
chore(release): release 0.64.0https://github.com/feast-dev/feast/commit/9bb73cc3f7fd2837b94d1a975ceda1f842607cea
9bb73cchttps://github.com/feast-dev/feast/commit/9bb73cc3f7fd2837b94d1a975ceda1f842607cea
v0.63.0...v0.64.0https://github.com/feast-dev/feast/compare/v0.63.0...v0.64.0
9b088fehttps://github.com/feast-dev/feast/commit/9b088fe6144ff35926884cbda96099d0d4a0d66c
9b088fehttps://github.com/feast-dev/feast/commit/9b088fe6144ff35926884cbda96099d0d4a0d66c
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9243497https://github.com/feast-dev/feast/commit/92434971821b3a9486d04397af33bac94e808e24
#5845https://github.com/feast-dev/feast/issues/5845
#5845https://github.com/feast-dev/feast/issues/5845
07b4782https://github.com/feast-dev/feast/commit/07b47826928f14751724130ea83e343f59e33049
07b4782https://github.com/feast-dev/feast/commit/07b47826928f14751724130ea83e343f59e33049
#6395https://github.com/feast-dev/feast/pull/6395
#6395https://github.com/feast-dev/feast/pull/6395
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bd01824https://github.com/feast-dev/feast/commit/bd01824e284b44847c834ef75cb3bc6e71940a5d
#6479https://github.com/feast-dev/feast/pull/6479
#6479https://github.com/feast-dev/feast/pull/6479
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bad2b7dhttps://github.com/feast-dev/feast/commit/bad2b7d53d62b0b736d28beaa5d4b48d97875f15
#6418https://github.com/feast-dev/feast/issues/6418
#6418https://github.com/feast-dev/feast/issues/6418
217b4dahttps://github.com/feast-dev/feast/commit/217b4daa49a47ae3c88e8a320569e83c1fb51b7e
217b4dahttps://github.com/feast-dev/feast/commit/217b4daa49a47ae3c88e8a320569e83c1fb51b7e
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209d7cdhttps://github.com/feast-dev/feast/commit/209d7cd0f42b22f5a9a695fc7b3d66e85d4daa31
#6377https://github.com/feast-dev/feast/pull/6377
#6377https://github.com/feast-dev/feast/pull/6377
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7f592a4https://github.com/feast-dev/feast/commit/7f592a4fa6f230ce8a635a1ff235cbb575c254f4
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97ed40chttps://github.com/feast-dev/feast/commit/97ed40ca175e29cc1df30fb8d866f4cfc3f3d62c
#6324https://github.com/feast-dev/feast/pull/6324
#6324https://github.com/feast-dev/feast/pull/6324
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3b98c22https://github.com/feast-dev/feast/commit/3b98c22426f108334222b81000acdcf215fc483b
#6367https://github.com/feast-dev/feast/pull/6367
#6367https://github.com/feast-dev/feast/pull/6367
c9ae2b4https://github.com/feast-dev/feast/commit/c9ae2b41cf44fd8d17b9d55191a66c4d210b2292
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00dea50https://github.com/feast-dev/feast/commit/00dea5010ae9b6cb6c88a145e16502818420d2b2
#6369https://github.com/feast-dev/feast/pull/6369
#6369https://github.com/feast-dev/feast/pull/6369
a4fde83https://github.com/feast-dev/feast/commit/a4fde83d125ed1ec18a353871101f07ac51b4be7
a4fde83https://github.com/feast-dev/feast/commit/a4fde83d125ed1ec18a353871101f07ac51b4be7
#6209https://github.com/feast-dev/feast/issues/6209
#6209https://github.com/feast-dev/feast/issues/6209
#6462https://github.com/feast-dev/feast/pull/6462
#6462https://github.com/feast-dev/feast/pull/6462
e914d59https://github.com/feast-dev/feast/commit/e914d593fedae05bcab050b6d05dd45b1703b658
e914d59https://github.com/feast-dev/feast/commit/e914d593fedae05bcab050b6d05dd45b1703b658
#6442https://github.com/feast-dev/feast/pull/6442
#6442https://github.com/feast-dev/feast/pull/6442
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ae50414https://github.com/feast-dev/feast/commit/ae50414d258086f7968cb4ea911b4a9b49924665
#6381https://github.com/feast-dev/feast/pull/6381
#6381https://github.com/feast-dev/feast/pull/6381
d86b13dhttps://github.com/feast-dev/feast/commit/d86b13df1d3c74fb1ba1906a7eadbc1cfc1492d8
d86b13dhttps://github.com/feast-dev/feast/commit/d86b13df1d3c74fb1ba1906a7eadbc1cfc1492d8
#6306https://github.com/feast-dev/feast/issues/6306
#6306https://github.com/feast-dev/feast/issues/6306
86ef0bchttps://github.com/feast-dev/feast/commit/86ef0bcf6d66f3eb0690d7017714fd0b29c149c9
86ef0bchttps://github.com/feast-dev/feast/commit/86ef0bcf6d66f3eb0690d7017714fd0b29c149c9
#6202https://github.com/feast-dev/feast/pull/6202
#6202https://github.com/feast-dev/feast/pull/6202
5458c37https://github.com/feast-dev/feast/commit/5458c375745e32f219a15f5f62b49a1c6adaf2b0
5458c37https://github.com/feast-dev/feast/commit/5458c375745e32f219a15f5f62b49a1c6adaf2b0
#6476https://github.com/feast-dev/feast/pull/6476
#6476https://github.com/feast-dev/feast/pull/6476
9636d6ahttps://github.com/feast-dev/feast/commit/9636d6a2da52e2381b2b929a975b9f6cedaa7e0c
9636d6ahttps://github.com/feast-dev/feast/commit/9636d6a2da52e2381b2b929a975b9f6cedaa7e0c
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e362173https://github.com/feast-dev/feast/commit/e362173c9623fd42f8bd78eb6ce1bfd9d1090345
#6401https://github.com/feast-dev/feast/pull/6401
#6401https://github.com/feast-dev/feast/pull/6401
5f1fa0dhttps://github.com/feast-dev/feast/commit/5f1fa0d98961509a0393bad0d1ef47ce03f8638a
5f1fa0dhttps://github.com/feast-dev/feast/commit/5f1fa0d98961509a0393bad0d1ef47ce03f8638a
#6395https://github.com/feast-dev/feast/pull/6395
#6395https://github.com/feast-dev/feast/pull/6395
ec272d5https://github.com/feast-dev/feast/commit/ec272d5206cd9ab95686621e82f50722452fe122
ec272d5https://github.com/feast-dev/feast/commit/ec272d5206cd9ab95686621e82f50722452fe122
#6474https://github.com/feast-dev/feast/pull/6474
#6474https://github.com/feast-dev/feast/pull/6474
c9602d8https://github.com/feast-dev/feast/commit/c9602d8f5d3f09010b5a15e19f4d55651b6e0737
c9602d8https://github.com/feast-dev/feast/commit/c9602d8f5d3f09010b5a15e19f4d55651b6e0737
#6354https://github.com/feast-dev/feast/pull/6354
#6354https://github.com/feast-dev/feast/pull/6354
1b681b7https://github.com/feast-dev/feast/commit/1b681b714c56c75e75bc6f896424ebe4c3feddc2
1b681b7https://github.com/feast-dev/feast/commit/1b681b714c56c75e75bc6f896424ebe4c3feddc2
#6413https://github.com/feast-dev/feast/pull/6413
#6413https://github.com/feast-dev/feast/pull/6413
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f77bd1dhttps://github.com/feast-dev/feast/commit/f77bd1dc1a1d9a0920c900e0e40a37c2a33ce39e
#6412https://github.com/feast-dev/feast/pull/6412
#6412https://github.com/feast-dev/feast/pull/6412
2321c07https://github.com/feast-dev/feast/commit/2321c07938ca12c6a54d83e9ba6a0dfdb3a173eb
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#6467https://github.com/feast-dev/feast/pull/6467
#6467https://github.com/feast-dev/feast/pull/6467
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276b6dfhttps://github.com/feast-dev/feast/commit/276b6df562e16fefba7efb493736ff32046d4a76
#6362https://github.com/feast-dev/feast/pull/6362
#6362https://github.com/feast-dev/feast/pull/6362
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#6340https://github.com/feast-dev/feast/pull/6340
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#6382https://github.com/feast-dev/feast/issues/6382
#6382https://github.com/feast-dev/feast/issues/6382
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#6015https://github.com/feast-dev/feast/pull/6015
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Srihari1192https://github.com/Srihari1192
Jun 22, 2026 https://github.com/feast-dev/feast/pull/6202#ref-commit-22c3721
https://github.com/feast-ci-bot
chore(release): release 0.64.0https://github.com/Srihari1192/feast/commit/22c37218cad26d5e0f757ee0077ffa2fd3ae5b6d
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feast-dev/feast@v0.63.0...v0.64.0https://github.com/feast-dev/feast/compare/v0.63.0...v0.64.0
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