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TFX 1.7.0
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@rtg0795 rtg0795 released this 16 Mar 22:34
· 3 commits to r1.7.0 since this release
v1.7.0
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Major Features and Improvements

  • Added support for list-type Placeholder.

Breaking Changes

For Pipeline Authors

  • N/A

For Component Authors

  • N/A

Deprecations

  • Removed the already-deprecated components.ImporterNode, should use
    v1.dsl.Importer instead.
  • Deprecated Channel property setters. Use constructor argument instead.

Bug Fixes and Other Changes

  • Fixed the cluster spec error in CAIP Tuner on Vertex when
    num_parallel_trials = 1
  • Replaced deprecated assertDictContainsSubset with
    assertLessEqual(itemsA, itemsB).
  • Updating Keras tutorial to make better use of Keras, and better feature
    engineering.
  • Merges KFP UI Metadata file if it already exists. Now components can produce
    their own UI results and it will be merged with existing visualization.
  • Switch Transform component to always use sketch when computing top-k stats.

Dependency Updates

Package Name Version Constraints Previously (in v1.6.0) Comments
apache-beam[gcp] ~=2.36 ~=2.35 Synced release train
google-cloud-aiplatform >=1.6.2,<2 >=1.5.0,<2
ml-metadata ~=1.7.0 ~=1.6.0 Synced release train
struct2tensor ~=0.38.0 ~=0.37.0 Synced release train
tensorflow >=1.15.5,<2 or ~=2.8.0 >=1.15.5,<2 or ~=2.7.0
tensorflow-data-validation ~=1.7.0 ~=1.6.0 Synced release train
tensorflow-decision-forests ==0.2.4 ==0.2.1
tensorflow-model-analysis ~=0.38.0 ~=0.37.0 Synced release train
tensorflow-serving-api >=1.15,<3 or ~=2.8.0 >=1.15,<3 or ~=2.7.0
tensorflow-transform ~=1.7.0 ~=1.6.0 Synced release train
tfx-bsl ~=1.7.0 ~=1.6.0 Synced release train

Documentation Updates

  • N/A
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