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