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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

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Commits10 (10)https://github.com/feast-dev/feast/pull/6202/commits
Checkshttps://github.com/feast-dev/feast/pull/6202/checks
Files changedhttps://github.com/feast-dev/feast/pull/6202/files
feat: [Backend] Data Quality Monitoring with native compute, multi-backend support, REST API, CLIhttps://github.com/feast-dev/feast/pull/6202/commits#top
ntkatholehttps://github.com/ntkathole
feast-dev:masterhttps://github.com/feast-dev/feast/tree/master
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feat: Statistical/Distribution metrics in Feasthttps://github.com/feast-dev/feast/pull/6202/commits/d2733439b6edea123f21044abdc300a90fca5c40
https://github.com/jyejare
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https://github.com/feast-dev/feast/tree/d2733439b6edea123f21044abdc300a90fca5c40
chore: Serving Time metrics and monitoring rollout to more backendshttps://github.com/feast-dev/feast/pull/6202/commits/65a6849f252dad41bf15763f05b972afb4b797dd
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https://github.com/feast-dev/feast/tree/65a6849f252dad41bf15763f05b972afb4b797dd
chore: Performance Improvementshttps://github.com/feast-dev/feast/pull/6202/commits/261c6e64841d01d3941f5100c7adc48cfe7d22c5
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docs: Monitoring User Guidehttps://github.com/feast-dev/feast/pull/6202/commits/f32628d80d6a9b5087cbf86018660b3fe89b1d12
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feat: Optional Monitoring and utils file addedhttps://github.com/feast-dev/feast/pull/6202/commits/e6fcd741468f74a1c19ddebe740456c719508973
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test: Validate the query logic to validate metrics calculationhttps://github.com/feast-dev/feast/pull/6202/commits/1f07b234a51f955f3b48b9bb986231a153f81276
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fix: Review comments and relevent code fixedhttps://github.com/feast-dev/feast/pull/6202/commits/f1dbcb93cf0d5fe02459f8428880f396fada13aa
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fix: None values handled gracefullyhttps://github.com/feast-dev/feast/pull/6202/commits/1a41858552993fb1e45772f803b55ca13478f5ae
https://github.com/jyejare
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chore: Update the monitoring backend based on frontent needshttps://github.com/feast-dev/feast/pull/6202/commits/707114e2d47b3349883daaf824a0c3b5de26c48f
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fix: Address Devin AI and others review commentshttps://github.com/feast-dev/feast/pull/6202/commits/50b45ac661884900380bdf0ec61026bd6950501a
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