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> >The build was failing due to a dependency conflict between tensorflow-metadata and protobuf. This commit updates the protobuf version in the WORKSPACE file to the version required by tensorflow-metadata, which resolves the build failure.
> >Updated the version constraints for TFX-related dependencies in nightly_test_constraints.txt to align with the requirements of the TFX nightly build. This resolves the dependency conflicts previously encountered during package installation.
> >Updated the TensorFlow dependency constraint in tfx/dependencies.py from '>=2.16.0,<2.17' to '>=2.16.0,<2.18'. This change allows TFX to be built with TensorFlow 2.17.1, resolving the previous dependency conflict.
> >Updated the TensorFlow version in test_constraints.txt from 2.16.2 to 2.17.1. This resolves a dependency conflict caused by different TensorFlow versions being specified in test_constraints.txt and nightly_test_constraints.txt.
….txt > >Reverted the TFX-related dependency constraints in nightly_test_constraints.txt back to the 1.17.x versions. This is to resolve a build failure caused by an inconsistency between the TFX package's default dependencies and the previously updated nightly constraints.
> >Updated the tensorflow-data-validation version constraint in test_constraints.txt from '>=1.17.1' to '>=1.17.0'. This resolves a dependency conflict with the TFX package's default dependencies, allowing the build to succeed.
> >Pinned the tensorflow-text dependency to version 2.17.0 in both nightly_test_constraints.txt and test_constraints.txt. This explicitly sets the version to resolve persistent dependency conflicts.
> >Pinned the tensorflow-text dependency to version 2.17.0 in nightly_test_constraints.txt, test_constraints.txt, and tfx/tools/docker/requirements.txt. This explicitly sets the version to resolve persistent dependency conflicts across various build and test environments.
> >Updated the pinned version of protobuf from 3.20.3 to 4.25.6 in nightly_test_constraints.txt, test_constraints.txt, and tfx/tools/docker/requirements.txt. This resolves a significant dependency conflict between ml-metadata, apache-beam, and other google-cloud libraries.
> >Pinned the tensorboard dependency to version 2.17.1 in nightly_test_constraints.txt, test_constraints.txt, and tfx/tools/docker/requirements.txt. This explicitly sets the version to resolve persistent dependency conflicts with TensorFlow 2.17.1.
> >Downgraded the pinned version of apache-beam from 2.59.0 to 2.50.0 in all constraint files. This resolves a dependency conflict with tensorflow-data-validation, which requires an earlier version of apache-beam.
> >Pinned the numpy dependency to version 1.24.4 in all constraint files. This resolves a dependency conflict between tfx-dev, scikit-learn, and apache-beam, ensuring compatibility across all packages.
> >Downgraded the pinned version of objsize from 0.7.0 to 0.6.1 in all constraint files. This resolves a dependency conflict with apache-beam, which requires an earlier version of objsize.
> >Pinned the protobuf dependency to version 4.23.4 in all constraint files. This resolves a dependency conflict with apache-beam, which requires protobuf<4.24.0.
> >Pinned the google-auth-httplib2 dependency to version 0.1.1 in all constraint files. This resolves a dependency conflict with apache-beam[gcp], which requires an earlier version of google-auth-httplib2.
> >Upgraded the pinned version of tensorflow-decision-forests from 1.9.2 to 1.10.1 in all constraint files. This resolves a dependency conflict with tensorflow, as version 1.10.1 is compatible with TensorFlow 2.17.1.
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