gemini-code-assist[bot] commented on PR #37685:
URL: https://github.com/apache/beam/pull/37685#issuecomment-3945023386
## Summary of Changes
Hello @aIbrahiim, I'm Gemini Code Assist[^1]! I'm currently reviewing this
pull request and will post my feedback shortly. In the meantime, here's a
summary to help you and other reviewers quickly get up to speed!
This pull request significantly enhances the stability and performance of
Python dependency resolution within the build system. By upgrading 'pip',
integrating the 'uv' package manager, and introducing a 'constraints.txt' file
with explicit dependency pinning, it resolves a critical issue causing the
PreCommit YAML Xlang job to hang. These changes ensure more reliable and faster
package installations, particularly for complex ML-related dependencies.
### Highlights
* **Dependency Management Tool Upgrade**: Upgraded 'pip' to version '26.0.1'
for improved resolution performance and bug fixes, and introduced 'uv' as a
new, faster Python package installer.
* **Migration to 'uv' for Package Installation**: Switched the package
installation logic from 'pip install' to 'uv pip install' within the build
process to address 'resolution-too-deep' issues.
* **Introduction of 'constraints.txt'**: Added a new 'constraints.txt' file
to explicitly pin versions of critical Python packages, aiming to reduce
backtracking during dependency resolution for 'installGcpTest'.
* **Explicit Dependency Pinning**: Explicitly pinned 'namex' and 'optree'
packages to specific versions ('0.0.9' and '0.16.0' respectively) in 'setup.py'
and 'constraints.txt' to prevent conflicts, particularly those arising from
'tensorflow' and 'keras' dependencies.
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<details>
<summary><b>Changelog</b></summary>
* **buildSrc/src/main/groovy/org/apache/beam/gradle/BeamModulePlugin.groovy**
* Updated the 'pip' installation command to upgrade to 'pip==26.0.1' and
also install 'uv'.
* Modified the package installation logic to use 'uv pip install'
instead of 'pip install', incorporating a newly defined 'constraints.txt' and
explicitly anchoring 'namex' and 'optree' packages.
* **sdks/python/constraints.txt**
* Added a new file to define pinned versions for 'numpy',
'googleapis-common-protos', 'grpc-google-iam-v1', 'google-api-core', 'optree',
and 'namex' for the 'installGcpTest' environment.
* **sdks/python/setup.py**
* Added explicit version pins for 'namex==0.0.9' and 'optree==0.16.0' to
the 'tensorflow-transform' extra.
* Added explicit version pins for 'namex==0.0.9' and 'optree==0.16.0' to
the 'p312_ml_test' and 'p313_ml_test' extras.
</details>
<details>
<summary><b>Activity</b></summary>
* No specific activity (comments, reviews, or progress updates) was provided
in the context for this pull request.
</details>
<details>
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