TensorFlow Data Validation 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