gemini-code-assist[bot] commented on PR #37285: URL: https://github.com/apache/beam/pull/37285#issuecomment-3738880757
## Summary of Changes Hello @tarun-google, 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 delivers a complete Infrastructure-as-Code solution using Terraform to deploy a robust and scalable Envoy Rate Limit Service on Google Cloud's GKE Autopilot. It streamlines the setup of a private Kubernetes environment, including necessary networking, the rate limiting application with its Redis backend, and automatic scaling capabilities, making it easier for users to integrate rate limiting into their GCP-based applications. ### Highlights * **Terraform Module for Envoy RateLimiter**: Introduces a new, production-ready Terraform module to deploy a scalable Envoy Rate Limit Service on Google Kubernetes Engine (GKE) Autopilot. * **Private GKE Autopilot Cluster**: Configures a private GKE Autopilot cluster, ensuring nodes have internal IPs only and leveraging Cloud NAT for external connectivity. * **Static Internal Load Balancer IP**: Provisions a static internal IP address for the Rate Limit service's load balancer, making it accessible within the VPC. * **Horizontal Pod Autoscaling (HPA)**: Implements HPA for the Rate Limit service, allowing it to automatically scale based on CPU and memory utilization. * **Integrated Redis and Metrics**: Deploys Redis for rate limit counters and includes a StatsD Exporter sidecar for Prometheus-compatible metrics. * **Comprehensive Documentation**: Provides a detailed `README.md` with architecture overview, prerequisites, deployment instructions, testing steps, and variable descriptions. 🧠**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). <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]
