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RELEASE.md

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Version 0.28.0

Major Features and Improvements

  • Add anomaly detection for max bytes size for images.

Bug Fixes and Other Changes

  • Depends on numpy>=1.16,<1.20.
  • Fixed a bug that affected all CombinerFeatureStatsGenerators.
  • Allow for bytes type in get_feature_value_slicer in addition to Text and int.
  • Fixed a bug that caused TFDV to improperly infer a fixed shape when tfdv.infer_schema and tfdv.update_schema were called with infer_feature_shape=True.
  • Deprecated parameter infer_feature_shape of function tfdv.update_schema. If a schema feature has a pre-defined shape, tfdv.update_schema will always validate it. Otherwise, it will not try to add a shape.
  • Deprecated tfdv.StatsOptions.feature_whitelist and added feature_allowlist as a replacement. The former will be removed in the next release.
  • Added get_schema_dataframe and get_anomalies_dataframe utility functions.
  • Depends on apache-beam[gcp]>=2.28,<3.
  • Depends on tensorflow-metadata>=0.28,<0.29.
  • Depends on tfx-bsl>=0.28.1,<0.29.

Known Issues

  • N/A

Breaking Changes

  • N/A

Deprecations

  • N/A