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Release 0.13.0
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@ruoyu90 ruoyu90 released this 15 May 23:19
· 4 commits to r0.13 since this release
0.13.0
2b86eb9

Major Features and Improvements

  • Adds support for Python 3.5
  • Initial version of following orchestration platform supported:
    • Kubeflow
  • Added TensorFlow Model Analysis Colab example
  • Supported split ratio for ExampleGen components
  • Supported running a single executor independently

Bug fixes and other changes

  • Fixes issue #43 that prevent new execution in some scenarios
  • Fixes issue #47 that causes ImportError on chicago_taxi execution on dataflow
  • Depends on apache-beam[gcp]>=2.12,<3
  • Depends on tensorflow-data-validation>=0.13.1,<0.14
  • Depends on tensorflow-model-analysis>=0.13.2,<0.14
  • Depends on tensorflow-transform>=0.13,<0.14
  • Deprecations:
    • PipelineDecorator is deprecated. Please construct a pipeline directly from a list of components instead.
  • Increased verbosity of logging to container stdout when running under
    Kubeflow Pipelines.
  • Updated developer tutorial to support Python 3.5+

Breaking changes

  • Examples code are moved from 'examples' to 'tfx/examples': this ensures that PyPi package contains only one top level python module 'tfx'.

Things to notice for upgrading

  • Multiprocessing on Mac OS >= 10.13 might crash for Airflow. See
    AIRFLOW-3326
    for details and solution.
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