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2.8.4

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@liudmylaru liudmylaru released this 08 May 14:05
· 3340 commits to main since this release
0151c23

ADS

  • Added support for creating ADSDataset from pandas dataframe.
  • Added support for multi-model deployment using Triton.
  • Added support for model deployment local testing in ads opctl CLI.
  • Added support in ads opctl CLI to generate starter YAML specification for the Data Science Job, Data Flow Application, Data Science Model Deployment and ML Pipeline services.
  • Added support for invoking model prediction locally with predict(local=True).
  • Added support for attaching customized score.py when preparing model.
  • Added status check for model deployment delete/activate/deactivate APIs.
  • Added support for training and verifying SparkPipelineModel in Dataflow.
  • Added support for generating score.py for GPU model deployment.
  • Added support for setting defined tags in Data Science jobs.
  • Improved model deployment progress bar.
  • Fixed bug when using ads opctl CLI to run jobs locally.
  • Fixed bug in Dataflow magic when using archive_uri in dataflow config.