gemini-code-assist[bot] commented on PR #37542: URL: https://github.com/apache/beam/pull/37542#issuecomment-3864816264
## Summary of Changes Hello @Midhat-kazmi, 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 enhances the Apache Beam documentation by integrating a new section that guides Python users on how to effectively utilize the BigQuery Storage Read API. The update aims to improve clarity for large-scale data processing by providing a practical code example and outlining necessary permissions, thereby enabling more efficient and parallel data reads from BigQuery. ### Highlights * **BigQuery Storage Read API Documentation**: Added a new documentation section specifically for using the BigQuery Storage Read API with Python in Apache Beam. * **Python Example for DIRECT_READ**: Included a Python code example demonstrating how to use `beam.io.ReadFromBigQuery` with the `method` parameter set to `DIRECT_READ` for improved performance and parallelism. * **Permission Notes**: Provided an important note detailing the additional permissions, such as `bigquery.readsessions.create`, required for utilizing the BigQuery Storage Read API. 🧠**New Feature in Public Preview:** You can now enable **Memory** to help **Gemini Code Assist** learn from your team's feedback. This makes future code reviews more consistent and personalized to your project's style. **Click [here](https://codeassist.google/code-review/login) to enable Memory in your admin console.** <details> <summary><b>Changelog</b></summary> * **website/www/site/content/en/documentation/io/built-in/google-bigquery.md** * Introduced a new paragraph explaining the benefits of using the BigQuery Storage Read API with `DIRECT_READ` in Python. * Added a new subsection titled 'Reading using BigQuery Storage Read API'. * Included a Python code block demonstrating the usage of `beam.io.ReadFromBigQuery` with `method=beam.io.ReadFromBigQuery.Method.DIRECT_READ`. * Appended a note highlighting the `bigquery.readsessions.create` permission requirement for the BigQuery Storage Read API. </details> <details> <summary><b>Activity</b></summary> * No specific activity (comments, reviews, or progress updates) has been recorded for this pull request yet. </details> <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>`. 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