- Data validation is now able to handle arbitrarily nested arrow List/LargeList types. Schema entries for features with multiple nest levels describe the value count at each level in the value_counts field.
- Add combiner stats generator to estimate top-K and uniques using Misra-Gries and K-Minimum Values sketches.
- Validate that enough supported images are present (if image_domain.minimum_supported_image_fraction is provided).
- Stopped requiring avro-python3.
- Depends on
apache-beam[gcp]>=2.23,<3. - Depends on
pyarrow>=0.17,<0.18. - Depends on
tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,<3. - Depends on
tensorflow-metadata>=0.23,<0.24. - Depends on
tensorflow-transform>=0.23,<0.24. - Depends on
tfx-bsl>=0.23,<0.24.
- N/A
- N/A
- N/A