gemini-code-assist[bot] commented on PR #36561:
URL: https://github.com/apache/beam/pull/36561#issuecomment-3421378349

   ## 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 addresses and resolves flakiness issues observed in Python 
pre-commit tests. The changes include strategically removing cloud-dependent 
tests from the pre-commit pipeline, implementing a robust retry mechanism for 
tests prone to gRPC network timeouts, refining pytest exit code handling for 
clearer CI feedback, and introducing environment variables to control test 
execution stability. These modifications collectively aim to create a more 
reliable and efficient testing environment for Python components.
   
   ### Highlights
   
   * **Enhanced Test Stability**: Introduced environment variables 
(`BEAM_TESTING_FORCE_SINGLE_BUNDLE`, `BEAM_TESTING_DETERMINISTIC_ORDER`) to 
control test execution behavior, aiming for more stable and reproducible 
results in the fn_runner.
   * **Retry Mechanism for Flaky Tests**: Added a `retry_on_grpc_timeout` 
decorator to automatically re-run tests that fail due to transient gRPC network 
issues, specifically applied to external transform tests.
   * **Improved Pytest Exit Handling**: Modified the `run_pytest.sh` script to 
correctly handle scenarios where no tests are collected by `pytest`, preventing 
false-positive CI failures.
   * **Optimized Pre-Commit Execution**: Removed cloud-dependent tests from the 
Python pre-commit Gradle task to reduce flakiness and speed up local 
development cycles.
   
   
   
   
   
   
   
   <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]

Reply via email to