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Ongoing mlflow plugin work #1

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16 of 30 tasks
Kelton8Z opened this issue Oct 16, 2023 · 0 comments
Open
16 of 30 tasks

Ongoing mlflow plugin work #1

Kelton8Z opened this issue Oct 16, 2023 · 0 comments

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@Kelton8Z
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Kelton8Z commented Oct 16, 2023 •
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Must haves

  • log artifact to xethub repo
    • directories
    • big files (tested with a 1GB+ file)
  • delete artifact from xethub repo
    • directories
    • files
  • support mlflow UI to show artifacts from xethub
    • list out artifacts
    • show artifact content
  • work with all the artifact api
  • work with all the artifact CLI commands
  • work when other mlflow plugins are installed as well

Nice-to-haves

  • work with different OSes
    • Mac
    • Windows
    • Linux
  • work at scale
    • big artifact files
    • artifacts directory with many files
  • Running MLfow in capsule
    • show MLflow UI interactively
  • UX
    • error handle (there shouldn't be 500s)
      • surface error when xet credentials environment variables aren't set properly
      • bad file path
        • passed to mlflow.artifacts.load_text gives HTTP status client error (404 Not Found) for url xxx
    • progress bars
      • download
      • upload
    • mlflow recipe to exemplify usage
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@Kelton8Z