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0.1.3

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@hamzamaiot hamzamaiot released this 27 Dec 09:13
· 6336 commits to main since this release

New Features

  • Launch GCP preemptible VM instances to orchestrate pipelines with OrchestratorGCPBackend. See full example here.
  • Train using Google Cloud AI Platform with SingleGPUTrainingGCAIPBackend. See full example here
  • Use Dataflow for distributed preprocessing. See full example here.
  • Run pipelines locally with SQLite Metadata Store, local Artifact Store, and local Pipelines Directory.
  • Native Git integration: All steps are pinned with the Git SHA of the code when the pipelines it was used in is run. See details here.
  • All pipelines run are reproducible with a unique combination of the Metadata Store, Artifact Store and the Pipelines Directory.

Bug Fixes

  • Metadata Store and Artifact Store specified in pipelines disassociated from default .zenml_config file.
  • Fixed typo in default docker images constants.