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AutoMLOps 1.3.0

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@srastatter srastatter released this 23 May 15:16
· 12 commits to main since this release

[1.3.0] - 2024-5-22

Added

Changed

  • Refactored code to follow OOP paradigm
  • Made kfp a required dependency of AutoMLOps
  • kfp v2 code is now generated and required for use with AutoMLOps; before this version, kfp<2.0.0 was required. kfp v2 is not always backwards compatibile with v1
  • Removed support for reading/writing kfp components directly. AutoMLOps now only supports our standard AutoMLOps.component and AutoMLOps.pipeline syntax rather than dsl.component
  • Removed requirement that input parameters for AutoMLOps.component be python primitives only
  • Removed the need for .AutoMLOps-cache; files are no longer written to an itermediary location and stored in memory instead
  • Updated examples directory to support new changes/updates

Fixed