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Version 0.24.0

Major Features and Improvements

  • You can now build the TFDV wheel with python setup.py bdist_wheel. Note:
  • If you want to build a manylinux2010 wheel you'll still need to use Docker.
  • Bazel is still required.
  • You can now build manylinux2010 TFDV wheel for Python 3.8.

Bug Fixes and Other Changes

  • Support allowlist and denylist features in tfdv.visualize_statistics method.
  • Depends on absl-py>=0.9,<0.11.
  • Depends on pandas>=1.0,<2.
  • Depends on protobuf>=3.9.2,<4.
  • Depends on tensorflow-metadata>=0.24,<0.25.
  • Depends on tensorflow-transform>=0.24,<0.25.
  • Depends on tfx-bsl>=0.24,<0.25.

Known Issues

  • N/A

Breaking Changes

  • N/A

Deprecations

  • Deprecated Py3.5 support.
  • Deprecated sample_count option in tfdv.StatsOptions. Use sample_rate option instead.