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TensorFlow Transform 0.24.0
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@dhruvesh09 dhruvesh09 released this 14 Sep 20:34
· 1 commit to r0.24.0 since this release
v0.24.0
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Major Features and Improvements

  • Added native TF 2 implementation of Transform's Beam APIs -
    tft.AnalyzeDataset, tft.AnalyzeDatasetWithCache,
    tft.AnalyzeAndTransformDataset and tft.TransformDataset. The default
    behavior will continue to use Tensorflow's compat.v1 APIs. This can be
    overriden by setting tft.Context.force_tf_compat_v1=False. The default
    behavior for TF 2 users will be switched to the new native implementation in
    a future release.

Bug Fixes and Other Changes

  • Added a small fanout to analyzers' CombineGlobally for improved
    performance.
  • Depends on absl-py>=0.9,<0.11.
  • Depends on protobuf>=3.9.2,<4.
  • Depends on tensorflow-metadata>=0.24,<0.25.
  • Depends on tfx-bsl>=0.24,<0.25.

Breaking changes

  • N/A

Deprecations

  • Deprecating Py3.5 support.
  • Parameter use_tfxio in the initializer of Context is deprecated. TFT
    Beam APIs now accepts both "instance dicts" and "TFXIO" input formats.
    Setting it will have no effect and it will be removed in the next version.
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