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RELEASE.md

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Version 1.10.0

Major Features and Improvements

  • ExamplesToRecordBatchDecoder is now picklable.
  • ParquetTFXIO can now be used as RecordBasedTFXIO.
  • Introduces CreateTfSequenceExampleParserConfig that takes TFMD schema as input and produces configs for tf.SequenceExample parsing.
  • TFSequenceExampleRecord can now produce an equivalent tf.data.Dataset.
  • Introduces an api: CreateModelHandler that produces a model handler suitable for apache_beam.ml.inference.
  • Quantiles sketch supports GetQuantilesAndCumulativeWeights, which returns the sum of weights in each quantiles bin along with boundaries.

Bug Fixes and Other Changes

  • Depends on apache-beam[gcp]>=2.40,<3.
  • Depends on pyarrow>=6,<7.
  • Depends on tensorflow-metadata>=1.10,<1.11.
  • Depends on tensorflow>=1.15.5,<2 or tensorflow>=2.9,<3.

Breaking Changes

  • GenerateQuantiles removed from weighted_quantiles_summary.h and replaced with GenerateQuantilesAndCumulativeWeights.

Deprecations

  • N/A