test: Benchmarks#160
Conversation
There was a problem hiding this comment.
Summary of Changes
Hello @toby-coleman, I'm Gemini Code Assist1! 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 benchmarking capability to the test suite. Its primary goal is to enable performance regression testing by adding a simple benchmark for a 3-node model and configuring the system to report these results on new pull requests, allowing for direct comparison against the main branch before merging.
Highlights
- New Benchmark Test: Implemented a new benchmark test for a basic 3-node Plugboard model to measure process execution performance.
- Automated Benchmark Reporting: Configured the test suite to automatically report benchmark results on new pull requests, facilitating performance comparisons against the main branch.
- Dependency Integration: Integrated the pytest-benchmark library into the project's test dependencies.
- Test File Structure: Created dedicated files for organizing benchmark tests within the tests/benchmark directory.
Using Gemini Code Assist
The full guide for Gemini Code Assist can be found on our documentation page, here are some quick tips.
Invoking Gemini
You can request assistance from Gemini at any point in your pull request via creating an issue comment (i.e. comment on the pull request page) using either /gemini <command> or @gemini-code-assist <command>. Below is a summary of the supported commands.
| 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 issue comments and review comments. |
| Help | /gemini help |
Displays a list of available commands. |
Customization
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.
Limitations & Feedback
Gemini Code Assist may make mistakes. Please leave feedback on any instances where its feedback is incorrect or counter productive. You can react with 👍 and 👎 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.
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.
Footnotes
-
Review the Privacy Notices, Generative AI Prohibited Use Policy, Terms of Service, and learn how to configure Gemini Code Assist in GitHub here. Gemini can make mistakes, so double check it and use code with caution. ↩
There was a problem hiding this comment.
Code Review
This pull request introduces benchmarking to the test suite using pytest-benchmark, which is a great addition for performance tracking. The changes are well-structured, adding a new benchmark test for a simple 3-node model.
My review focuses on the implementation of the new benchmark test. I've suggested a refactoring to improve the clarity and conciseness of the test code, and to leverage pytest-benchmark's auto-rounding feature for more stable results. Overall, this is a valuable contribution to the project.
Codecov Report✅ All modified and coverable lines are covered by tests. 📢 Thoughts on this report? Let us know! |
|
Benchmark comparison for |
|
Benchmark comparison for |
Summary
Adds a simple benchmark to the test suite.
Changes