Major Features and Improvements
- Use TFXIO and batched extractors by default in Evaluator.
- Supported split configuration for Transform.
- Added python 3.8 support.
Bug fixes and other changes
- Supported CAIP Runtime 2.2 for online prediction pusher.
- Used 'python -m ' style for container entrypoints.
- Stopped depending on
Werkzeug. - Depends on
absl-py>=0.9,<0.11. - Depends on
apache-beam[gcp]>=2.24,<3. - Depends on
ml-metadata>=0.24,<0.25. - Depends on
tensorflow-data-validation>=0.24,<0.25. - Depends on
tensorflow-model-analysis>=0.24.2,<0.25. - Depends on
tensorflow-transform>=0.24,<0.25. - Depends on
tfx-bsl>=0.24,<0.25.
Breaking changes
- N/A
For pipeline authors
- N/A
For component authors
- N/A
Documentation updates
- N/A
Deprecations
- Deprecated python 3.5 support.