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Release 0.13.0

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@zoyahav zoyahav released this 01 Mar 21:55
· 843 commits to master since this release

Major Features and Improvements

  • Now AnalyzeDataset, TransformDataset and AnalyzeAndTransformDataset can
    accept input data that only contains columns needed for that operation as
    opposed to all columns defined in schema. Utility methods to infer the list of
    needed columns are added to tft.inspect_preprocessing_fn. This makes it
    easier to take advantage of columnar projection when data is stored in
    columnar storage formats.
  • Python 3.5 is supported.

Bug Fixes and Other Changes

  • Version is now accessible as tensorflow_transform.__version__.
  • Depends on apache-beam[gcp]>=2.11,<3.
  • Depends on protobuf>=3.7,<4.

Breaking changes

  • Coders now return index and value features rather than a combined feature for
    SparseFeature.
  • Requires pre-installed TensorFlow >=1.13,<2.

Deprecations