gemini-code-assist[bot] commented on PR #37904: URL: https://github.com/apache/beam/pull/37904#issuecomment-4105426110
## Summary of Changes Hello, 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 introduces a new Java I/O connector for Apache Arrow Flight, significantly enhancing data transfer capabilities within Beam pipelines. The connector leverages Arrow Flight's high-performance RPC framework to facilitate efficient reading from and writing to Arrow Flight servers, minimizing serialization overhead and enabling faster data movement. This integration expands Beam's ecosystem by providing a robust solution for interacting with various Arrow Flight-compatible data systems. ### Highlights * **ArrowFlightIO.Read**: Implemented a BoundedSource-based read transform that fetches Arrow Flight schemas, splits work by FlightEndpoint, and converts record batches to Beam Rows using the existing ArrowConversion extension. * **ArrowFlightIO.Write**: Developed a DoFn-based write transform that buffers Beam Rows into configurable batches, converts them to Arrow vectors, and streams them to a Flight server via `doPut`. * **Endpoint-level Split Parallelism**: Enabled each `FlightEndpoint` returned by the server to become a separate sub-source for parallel reads, enhancing data ingestion efficiency. * **Bearer Token Authentication**: Added optional support for bearer token authentication via `withToken()` for secure connections. * **Build Integration**: Registered `flight-core` and `flight-sql` artifacts in `BeamModulePlugin.groovy` and added the new `:sdks:java:io:arrow-flight` module to `settings.gradle.kts`. * **Documentation**: Updated `CHANGES.md` and the built-in connectors table in `connectors.md` to reflect the addition of the ArrowFlightIO connector. 🧠**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>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). </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]
