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TFX 1.16.0 Release source code.tar.gz (65.5 MB)
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| Name | Modified | Size | Downloads / Week |
|---|---|---|---|
| Parent folder | |||
| README.md | 2023-05-03 | 2.2 kB | |
| TFX 1.13.0 Release source code.tar.gz | 2023-05-03 | 66.1 MB | |
| TFX 1.13.0 Release source code.zip | 2023-05-03 | 67.2 MB | |
| Totals: 3 Items | 133.2 MB | 0 | |
Major Features and Improvements
- Supported setting the container image at a component level for Kubeflow V2 Dag Runner.
Breaking Changes
For Pipeline Authors
- Conditional can be used from
tfx.dsl.Cond(Givenfrom tfx import v1 as tfx). - Dummy channel for testing can be constructed by
tfx.testing.Channel(artifact_type). placeholder.Placeholder.placeholders_involved()was replaced withplaceholder.Placeholder.traverse().placeholder.Predicate.dependent_channels()was replaced withchannel_utils.get_dependent_channels(Placeholder).-
placeholder.Predicate.encode_with_keys(...)was replaced withchannel_utils.encode_placeholder_with_channels(Placeholder, ...). -
placeholder.Predicate.from_comparison()removed (was deprecated) - enable
external_pipeline_artifact_queryfor querying artifact within one pipeline - Support
InputArtifact[List[Artifact]]annotation in Python function custom component
For Component Authors
- N/A
Deprecations
- Deprecate python 3.7 support
Bug Fixes and Other Changes
- Support to task type "workerpool1" of CLUSTER_SPEC in Vertex AI training's service according to the changes of task type in Tuner component.
- Propagates unexpected import failures in the public v1 module.
Dependency Updates
| Package Name | Version Constraints | Previously (in v1.12.0) |
Comments |
|---|---|---|---|
click |
>=7,<9 |
>=7,<8 |
|
ml-metadata |
~=1.13.1 |
~=1.12.0 |
Synced release train |
protobuf |
>=3.13,<4 |
>=3.20.3,<5 |
To support TF 2.12 |
struct2tensor |
~=0.44.0 |
~=0.43.0 |
Synced release train |
tensorflow |
~=2.12.0 |
>=1.15.5,<2 or ~=2.11.0 |
|
tensorflow-data-validation |
~=1.13.0 |
~=1.12.0 |
Synced release train |
tensorflow-model-analysis |
~=0.44.0 |
~=0.43.0 |
Synced release train |
tensorflow-transform |
~=1.13.0 |
~=1.12.0 |
Synced release train |
tfx-bsl |
~=1.13.0 |
~=1.12.0 |
Synced release train |
Documentation Updates
- Added page for TFX-Addons