gemini-code-assist[bot] commented on PR #36677:
URL: https://github.com/apache/beam/pull/36677#issuecomment-3467075172
## Summary of Changes
Hello @Amar3tto, 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 is a cherry-pick to the post-release branch for version
2.69.0, primarily aimed at refining the Python SDK container's machine learning
environment. It introduces a dedicated 'ml_cpu' dependency configuration to
ensure that PyTorch and other ML libraries are installed using CPU-specific
wheels. This change addresses potential licensing conflicts by preventing the
inclusion of GPU-dependent packages and standardizes the ML dependency
management across various Python versions within the Beam ecosystem.
### Highlights
* **Introduction of ml_cpu Extra**: A new 'ml_cpu' dependency group has been
added to 'setup.py' to specifically manage CPU-only machine learning
dependencies, providing a clear separation from GPU-enabled configurations.
* **CPU-only PyTorch Installation Enforcement**: Build scripts
('Dockerfile', 'run_generate_requirements.sh') are updated to explicitly pull
PyTorch dependencies from the PyTorch CPU wheel repository, preventing the
inclusion of GPU-specific dependencies that might have licensing restrictions.
* **Updated ML Requirements Files**: New 'ml_image_requirements.txt' files
are generated for Python versions 3.9, 3.10, 3.11, and 3.12, and the existing
one for 3.13 is updated. All these files now reflect the 'ml_cpu' dependencies
and specifically list 'torch==2.8.0+cpu'.
* **Dependency Version Bumps**: Several ML-related package versions have
been updated across the requirements files, including 'cryptography', 'grpcio',
'hypothesis', 'idna', 'referencing', 'regex', 'wrapt', and 'yarl', ensuring
compatibility and incorporating the latest stable versions.
<details>
<summary><b>Using Gemini Code Assist</b></summary>
<br>
The full guide for Gemini Code Assist can be found on our [documentation
page](https://developers.google.com/gemini-code-assist/docs/review-github-code),
here are some quick tips.
<b>Invoking Gemini</b>
You can request assistance from Gemini at any point by creating a comment
using either `/gemini <command>` or `@gemini-code-assist <command>`. Below is a
summary of the supported commands on the current page.
Feature | Command | Description
--- | --- | ---
Code Review | `/gemini review` | Performs a code review for the current pull
request in its current state.
Pull Request Summary | `/gemini summary` | Provides a summary of the current
pull request in its current state.
Comment | @gemini-code-assist | Responds in comments when explicitly tagged,
both in pull request comments and review comments.
Help | `/gemini help` | Displays a list of available commands.
<b>Customization</b>
To customize Gemini Code Assist for GitHub experience, repository
maintainers can create a configuration file and/or provide a custom code review
style guide (such as PEP-8 for Python) by creating and adding files to a
`.gemini/` folder in the base of the repository. Detailed instructions can be
found
[here](https://developers.google.com/gemini-code-assist/docs/customize-gemini-behavior-github).
<b>Limitations & Feedback</b>
Gemini Code Assist may make mistakes. Please leave feedback on any instances
where its feedback is incorrect or counter productive. You can react with
:thumbsup: and :thumbsdown: on @gemini-code-assist comments. If you're
interested in giving your feedback about your experience with Gemini Code
Assist for Github and other Google products, sign up
[here](https://google.qualtrics.com/jfe/form/SV_2cyuGuTWsEw84yG).
<b>You can also get AI-powered code generation, chat, as well as code
reviews directly in the IDE at no cost with the [Gemini Code Assist IDE
Extension](https://cloud.google.com/products/gemini/code-assist).</b>
</details>
[^1]: Review the [Privacy Notices](https://policies.google.com/privacy),
[Generative AI Prohibited Use
Policy](https://policies.google.com/terms/generative-ai/use-policy), [Terms of
Service](https://policies.google.com/terms), and learn how to configure Gemini
Code Assist in GitHub
[here](https://developers.google.com/gemini-code-assist/docs/customize-gemini-behavior-github).
Gemini can make mistakes, so double check it and [use code with
caution](https://support.google.com/legal/answer/13505487).
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
To unsubscribe, e-mail: [email protected]
For queries about this service, please contact Infrastructure at:
[email protected]
