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Data quality monitoring #2596

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@adchia

This is tracking work related to Feast RFC-027: Data Quality Monitoring

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  1. moved this to In Progress in Feast Roadmapon Apr 21, 2022
  2. linked a pull request that will close this issueTutorial on validation of historical features #2277on Apr 21, 2022
  3. linked a pull request that will close this issuePersisting results of historical retrieval #2197on Apr 21, 2022
  4. TremaMiguel commented on Apr 26, 2022

    @TremaMiguel
    Member

    @adchia I think you could take as example LightGBM Feature Request Tracking to keep track of issues related to DQM.

    • Issue 4329
    • Issue 1211
    • Issue 1980
    • Issue 1515
    • Issue 9760

    In this way, new contributors could know how he/she can contribute.

  5. Repository owner moved this from In Progress to Done in Feast Roadmapon Apr 26, 2022
  6. reopened this on Apr 27, 2022
  7. moved this from Done to In Progress in Feast Roadmapon May 22, 2022
  8. added
    kind/projectA top level project to be tracked in GitHub Projects
    on May 24, 2022
  9. franciscojavierarceo commented on Jul 25, 2022

    @franciscojavierarceo
    Member

    are there tickets tracking the work here? i was interested in contributing to this area but wasn't sure which milestone @pyalex was working on

  10. adchia commented on Jul 26, 2022

    @adchia
    CollaboratorAuthor

    I think there's actually not too much active work happening right now. @chhabrakadabra is going to also beginning thinking about this a lot soon, but right now still very much in the phase of figuring out what makes sense to build.

    We are working on improving documentation at least of what is already supported! (i.e. validating served features in the Go feature server, validating training datasets against a reference data set, using feast validate)

  11. franciscojavierarceo commented on Jul 27, 2022

    @franciscojavierarceo
    Member

    what would be the best way to contribute in that case? would love to collaborate @chhabrakadabra

    i spoke with the team earlier and heard there was interest in integrating with great expectations and i think that makes a lot of sense, i think there's also some other ideas i have that i'd like to incorporate

  12. moved this from In Progress to Paused (contributions welcome) in Feast Roadmapon Aug 3, 2022
  13. stale commented on Dec 20, 2022

    @stale

    This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

  14. moved this from Paused (contributions welcome) to Done in Feast Roadmapon Dec 31, 2022
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