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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.