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TFX 1.13.0 Release
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@rtg0795 rtg0795 released this 03 May 18:43
v1.13.0
7b8b8a7
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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 (Given from tfx import v1 as tfx).

  • Dummy channel for testing can be constructed by
    tfx.testing.Channel(artifact_type).

  • placeholder.Placeholder.placeholders_involved() was replaced with
    placeholder.Placeholder.traverse().

  • placeholder.Predicate.dependent_channels() was replaced with
    channel_utils.get_dependent_channels(Placeholder).

  • placeholder.Predicate.encode_with_keys(...) was replaced with
    channel_utils.encode_placeholder_with_channels(Placeholder, ...).

  • placeholder.Predicate.from_comparison() removed (was deprecated)

  • enable external_pipeline_artifact_query for 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
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