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Releases: 4-DS/sinara

SinaraML Lib 2.1.1

22 Dec 14:30
781acdd
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Version 2.1.1

  1. BentoArchive class has been moved to bentoml folder. Please, consider to change import in your code:
    from sinara.bentoml_artifacts import BentoArchive to from sinara.bentoml.bento_archive import BentoArchive
  2. Added code to support BentoService profiles, in particular ONNX profile. Now Docker image with ONNX model can be created for production.
  3. Methods save_bentoservice and load_bentoservice can not be called in one notebook due to technical realization details.
  4. If step.XXX.py ended up with the message: "Exception while deleting Spark temp dir: /tmp/spark-XXXXXXXX-XXXX-XXXX-XXXX-XXXXXXXXXXXX java.nio.file.NoSuchFileException: /tmp/spark-XXXXXXXX-XXXX-XXXX-XXXX-XXXXXXXXXXXX, it is normal behaviour and it can be fixed by running:
    rm -f /tmp/spark-XXXXXXXX-XXXX-XXXX-XXXX-XXXXXXXXXXXX

SinaraML Lib 1.1.2

07 Dec 09:08
968c94c
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  1. Added loading of pipeline params and step params to the dedicated cell in the notebook.
  2. Only substep params are defined in the 'parameters' cell and replaced by the job run.
  3. Unnecessary default_param_values removed from the 'interface' cell.