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RELEASE.md

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Version 0.38.0

Major Features and Improvements

  • N/A

Bug fixes and other Changes

  • Fixes issue attempting to parse metrics, plots, and attributions without a format suffix.
  • Fixes the non-deterministic key ordering caused by proto string serialization in metrics validator.
  • Update variable name to respectful terminology, rebuild JS
  • Fixes issues preventing standard preprocessors from being applied.
  • Allow merging extracts including sparse tensors with different dense shapes.

Breaking Changes

  • MetricsPlotsAndValidationsWriter will now write files with an explicit output format suffix (".tfrecord" by default). This should only affect pipelines which directly construct MetricsPlotsAndValidationWriter instances and do not set output_file_format. Those which use default_writers() should be unchanged.
  • Batched based extractors previously worked off of either lists of dicts of single tensor values or arrow record batches. These have been updated to be based on dicts with batched tensor values at the leaves.
  • Depends on tensorflow>=1.15.5,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,<3.
  • Depends on tfx-bsl>=1.7.0,<1.8.0.
  • Depends on tensorflow-metadata>=1.7.0,<1.8.0.
  • Depends on apache-beam[gcp]>=2.36,<3.

Deprecations

  • N/A