Version 0.27.0

Major Features and Improvements

• Created tfma.StandardExtracts with helper methods for common keys.
• Updated StandardMetricInputs to extend from the tfma.StandardExtracts.
• Created set of StandardMetricInputsPreprocessors for filtering extracts.
• Introduced a padding_options config to ModelSpec to configure whether and how to pad the prediction and label tensors expected by the model's metrics.

Bug fixes and other changes

• Fixed issue with metric computation deduplication logic.
• Depends on apache-beam[gcp]>=2.27,<3.
• Depends on pyarrow>=1,<3.
• Depends on tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,<3.
• Depends on tensorflow-metadata>=0.27.0,<0.28.0.
• Depends on tfx-bsl>=0.27.0,<0.28.0.

Breaking changes

• N/A

Deprecations

• N/A