Major Features and Improvements
- Added tfx.v1 Public APIs
Breaking Changes
For Pipeline Authors
- N/A
For Component Authors
- Apache Beam support is migrated from TFX Base Components and Executors to
dedicated Beam Components and Executors.BaseExecutor
will no longer embed
beam_pipeline_args
. Custom executors for Beam powered components should
now extend BaseBeamExecutor instead of BaseExecutor.
Deprecations
- N/A
Bug Fixes and Other Changes
- Removed
six
dependency. - Depends on
apache-beam[gcp]>=2.29,<3
. - Depends on
tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.5.*,<3
. - Depends on
tensorflow-serving-api>=1.15,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.5.*,<3
.
Documentation Updates
- N/A