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Complete the extension of the Dioptra REST API to fully proxy all existing MLFlow functionality. #743

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keithmanville opened this issue Feb 5, 2025 · 0 comments
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keithmanville commented Feb 5, 2025

Identified MLFlow functions that need to be proxied:

  • Mlflow.keras.log_model - create artifact, create new model version snapshot. Artifact files need to conform to mlflow definition of a model
  • mlflow.log_param - this is information that is redundant of information we are already capturing
  • Mlflow.keras.load_model - Takes model URI or artifacts URI.
  • Create_registered_model - should happen in POST to ml model
  • Create_model_version - should happen in PUT/POST to ml model version
  • Mlflow.active_run - gives you context of ml flow run. Do not need this functionality.
@keithmanville keithmanville added the user-story A unit of tasking that belongs to an Epic label Feb 6, 2025
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