Major Features and Improvements
- Added python 3.10 support.
Breaking Changes
Placeholder(and_PlaceholderOperator) are no longerJsonable.- 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