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SinaraML Lib 2.1.1

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@MerelyOneMax1986 MerelyOneMax1986 released this 22 Dec 14:30
· 61 commits to main since this release
v2.1.1
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Learn about vigilant mode.

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
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