github tensorflow/tfx v1.6.0-rc0
TFX 1.6.0-rc0

latest releases: v1.15.1, v1.15.0, v1.15.0-rc0...
pre-release2 years ago

Major Features and Improvements

  • Added experimental support for TensorFlow Decision Forests models.
  • Added Boolean type value artifacts.
  • Function components defined with @component may now have optional/nullable
    primitive type return values when Optional[T] is used in the return type
    OutputDict.

Breaking Changes

For Pipeline Authors

  • N/A

For Component Authors

  • N/A

Deprecations

  • N/A

Bug Fixes and Other Changes

  • Depends on numpy>=1.16,<2.
  • Depends on absl-py>=0.9,<2.0.0.
  • Depends on apache-beam[gcp]>=2.35,<3.
  • Depends on ml-metadata>=1.6.0,<1.7.0.
  • Depends on struct2tensor>=0.37.0,<0.38.0.
  • Depends on tensorflow-data-validation>=1.6.0,<1.7.0.
  • Depends on tensorflow-model-analysis>=0.37.0,<0.38.0.
  • Depends on tensorflow-transform>=1.6.0,<1.7.0.
  • Depends on tfx-bsl>=1.6.0,<1.7.0.
  • Depends on
    tensorflow>=1.15.5,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,<3.
  • Depends on kfp>=1.8.5,<2'.
  • Pusher now copies the saved_model.pb file at last to prevent loading
    SavedModel on invalid (partially available) directory state.
  • Always disable caching for exit handlers in Kubeflow V2 runner to
    reflect latest status of dependent dag.

Documentation Updates

  • N/A

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