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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.
- Pin setuptools to 70.0.0 in CI tests - Downgrade Bazel from 7.2.1 to 6.5.0 in wheel builds
Add http_archive rules for: - rules_apple 0.34.1 - apple_support 1.11.1 - rules_swift 3eeeb53c - grpc 1.46.3 These are needed to support gRPC compilation on macOS.
Replace deprecated py_proto_library with custom rule implementation. Changes: - Define custom ProtoDescriptorInfo provider - Implement _py_proto_library_impl for proto compilation - Add support for gRPC Python stub generation - Create individual file aliases for backward compatibility - Update distribution_validator_proto dependency reference
- Pass workspace root to Bazel proto generation via --define - Set TFX_ROOT environment variable for build context - Add patch file support to tfx_github_archive rule - Apply tensorflow_metadata proto v0 patch
Change nightly version specs from dev releases to stable releases for libraries which do not have nightly release available: - ml-metadata: >=1.18.0.dev -> >=1.17.0 - tensorflow-data-validation: >=1.18.0.dev -> >=1.17.0 - tensorflow-model-analysis: >=0.49.0.dev -> >=0.48.0 - tensorflow-transform: >=1.18.0.dev -> >=1.17.0 - tfx-bsl: >=1.18.0.dev -> >=1.17.1 - struct2tensor: >=0.49.0.dev -> >=0.48.0 Fix trailing whitespace in tflite_support section.
Add recursive normalization function to clear field options and json_name for nested message types to handle environment differences in proto descriptors.
Replace string-based assertEqual comparisons with assertProtoEquals for proper proto message comparison. Parse expected artifacts and artifact types using text_format.Parse for clearer test code. Fixes test brittleness from string representation changes.
Refactor Proto Build System and Update Dependencies
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