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TFX 1.5.0
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@rtg0795 rtg0795 released this 14 Dec 19:05
· 1 commit to r1.5.0 since this release
v1.5.0
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Major Features and Improvements

  • Added support for partial pipeline run. Users can now run a subset of nodes
    in a pipeline while reusing artifacts generated in previous pipeline runs.
    This is supported in LocalDagRunner and BeamDagRunner, and is exposed via
    the TfxRunner API.

Breaking Changes

  • N/A

For Pipeline Authors

  • N/A

For Component Authors

  • N/A

Deprecations

  • N/A

Bug Fixes and Other Changes

  • Increased docker timeout to 5 minutes for image building in CLI.
  • Fixed KeyError when multiple Examples artifacts were used in Transform
    without materialization.
  • Fixed error where Vertex Endpoints of the same name is not deduped
  • Depends on apache-beam[gcp]>=2.34,<3.
  • Depends on tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,<2.8.
  • Depends on tensorflow-serving-api>=1.15,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,<3.
  • Depends on ml-metadata>=1.5.0,<1.6.0.
  • Depends on struct2tensor>=0.36.0,<0.37.0.
  • Depends on tensorflow-data-validation>=1.5.0,<1.6.0.
  • Depends on tensorflow-model-analysis>=0.36.0,<0.37.0.
  • Depends on tensorflow-transform>=1.5.0,<1.6.0.
  • Depends on tfx-bsl>=1.5.0,<1.6.0.

Documentation Updates

  • N/A
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