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Commits on Mar 3, 2021

• ArtifactPlaceholder defaults to access first artifact if not specified.

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• Adds penguin_tfdv notebook which showcases TFDV components in a simple pipeline.

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• Fixes wrong pipeline_run search in pipeline_testing framework.

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• Replace direct TF app import with absl::app.

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Commits on Mar 2, 2021

• Fix the integration test statisticsGen input key.

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• Uses NIGHTLY dependency instead for container image build when UNCONSTRAINED was specified.

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• Deprecate alias & standardize parameter key definition of statisticsGen.

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• Adds dependency for Scikit-learn examples.

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• Adds pytype exception for expected error.

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• Added unit test for beam_pipeline_args label telemetry

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• TFX 0.28.0 Release

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Commits on Mar 1, 2021

• Add a new metric type: CrossSliceMetricComputation and a new metric - Lift under addons/fairness in TFMA

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Commits on Feb 28, 2021

• Change Bigquery ML Pusher to publish the model to the user specified project instead of the default project from run time context.

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Commits on Feb 27, 2021

• Standardize parameter key definition of Example Gen

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Commits on Feb 26, 2021

• noop, update some internal function names.

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• Simplifying _make_beam_pipeline since FnApiRunner is the default (via DirectRunner).

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• Add tfx prefix to pipeline_spec.sdk_version.

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• Call out breaking change to ai_platform_tuning_args and fix a test.

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• InfraValidator should skip k8s resource cleanup if pod_name is None

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Commits on Feb 25, 2021

• Fixed a nonetype bug in tuner executor

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• Updates skipping tests according to the corresponding TFX versions.

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• Updated _TF_COMPATIBILITY_OVERRIDE for caip runner

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Commits on Feb 24, 2021

• Add benchmarks for TFT's native TF2 implementation.

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• Added back _TF_COMPATIBILITY_OVERRIDE for caip runner

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• Removes obsolete TODO on TFX frontend.

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• Update notebooks after support for "model_push" key was dropped.

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Commits on Feb 23, 2021

• Update comments for cloud tuner e2e example

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• Add with block for io write to make sure it flushes contents

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• Refactor runner in preparation for Gapic migration

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Commits on Feb 22, 2021

• Adds get_class_type for BaseNode.

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• Merge pull request tensorflow#3277 from Shunpoco:fix-components-keras-pusher

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• fixes autoreload of underlying modules when used with tfx Interactive context

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Commits on Feb 20, 2021

• fix model_push to pushed_model

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• Added a resolver that can resolve spans based on range_config

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Commits on Feb 19, 2021

• Small updates to colabs

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