Version 0.27.0

January 28, 2021 ยท View on GitHub

Major Features and Improvements

  • Performance improvement to BasicStatsGenerator.

Bug Fixes and Other Changes

  • Added a compact() and setup() interface to CombinerStatsGenerator, CombinerFeatureStatsWrapperGenerator, BasicStatsGenerator, CompositeStatsGenerator, and ConstituentStatsGenerator.
  • Stopped depending on tensorflow-transform.
  • Depends on apache-beam[gcp]>=2.27,<3.
  • Depends on pyarrow>=1,<3.
  • Depends on tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,<3.
  • Depends on tensorflow-metadata>=0.27,<0.28.
  • Depends on tfx-bsl>=0.27,<0.28.

Known Issues

  • N/A

Breaking changes

  • N/A

Deprecations

  • tfdv.DecodeCSV and tfdv.DecodeTFExample are deprecated. Use tfx_bsl.public.tfxio.CsvTFXIO and tfx_bsl.public.tfxio.TFExampleRecord instead.