guan404ming opened a new pull request, #568:
URL: https://github.com/apache/mahout/pull/568
### Purpose of PR
Add Ruff linting to the GitHub Actions pipeline to improve Python code
quality and enforce consistent formatting across the project's Python
components.
### Linked Issues
Add links to related issues.
- Closes #[issue-number] (if applicable)
### Changes Made
- [x] New feature
- [ ] Bug fix
- [ ] Documentation update
### Important ToDos
Please mark each with an "x"
A GitHub issue exists (if not, please create one)
[https://github.com/apache/mahout/issues]
- [ ] Title of PR is "Issue #XXXX: Brief Description of Changes" where XXXX
is the GitHub issue number.
- [x] Created unit tests where appropriate (N/A - this is CI configuration)
- [x] Added correct licenses on newly added files
- [ ] Assigned GitHub issue to self
- [ ] Added documentation in ScalaDocs/JavaDocs and to the website
- [x] Successfully built and ran all unit tests, verified that all tests
pass locally
If all of these items are not yet complete, but you still feel it is
appropriate to open a PR, please open it as a **Draft PR** instead.
Once all requirements are met, you can mark it as ready for review.
### Breaking Changes
Does this PR introduce a breaking change?
- [ ] Yes
- [x] No
### Testing & Verification
Describe how you tested the changes.
- [x] Manually tested - verified the workflow syntax and configuration
- [ ] Unit tests added (N/A - this is CI configuration)
**Testing Details:**
- Verified GitHub Actions workflow syntax is valid
- Confirmed Poetry dependency management integration
- Tested Ruff installation and execution in Poetry environment
### Checklist
- [x] The title follows the format "MAHOUT-XXXX Brief Description"
- [ ] GitHub issue is created
- [x] Code follows ASF guidelines
<img width="1126" height="80" alt="image"
src="https://github.com/user-attachments/assets/0018fe75-ec8b-494f-9e8c-9697edbd11ff";
/>
**Additional Details:**
- Added new GitHub Actions workflow `.github/workflows/lint.yml`
- Added Ruff as dev dependency in `pyproject.toml`
- Runs both linting (`poetry run ruff check`) and formatting checks (`poetry
run ruff format --check`)
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