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TFX 1.14.0 Release
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@rtg0795 rtg0795 released this 06 Sep 18:31
v1.14.0
44e493a
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Major Features and Improvements

  • Added python 3.10 support.

Breaking Changes

  • Placeholder (and _PlaceholderOperator) are no longer Jsonable.
  • Optimize MLMD register type to one call in most time instead of two calls.

For Pipeline Authors

  • N/A

For Component Authors

  • Replace "tf_estimator" with "tfma_eval" as the identifier for tfma
    EvalSavedModel. "tf_estimator" is now serves as the identifier for the normal
    estimator model with any signature (by default 'serving').

Deprecations

  • N/A

Bug Fixes and Other Changes

  • Apply latest TFX image vulnerability resolutions (base OS and software updates)

Dependency Updates

Package Name Version Constraints Previously (in v1.13.0) Comments
tensorflow-hub >=0.9.0,<0.14 >=0.9.0,<0.13
pyarrow >=10,<11 >=6,<7
apache-beam >=2.40,<3 >=2.47,<3
scikit-learn >=1.0,<2 >=0.23,<0.24
google-api-core <3 <1.33
google-cloud-aiplatform >=1.6.2,<2 >=1.6.2,<1.18
tflite-support >=0.4.3,<0.4.5 >=0.4.2,<0.4.3
pyyaml >=6,<7 >=3.12,<6 Issue with installation of PyYaml 5.4.1. (yaml/pyyaml#724)
tensorflow >=2.13,<2.14 >=2.12,<2.13
tensorflowjs >=4.5,<5 >=3.6.0,<4

Documentation Updates

  • N/A
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