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Development Guidelines

Linting

Run the same flake8 commands used in CI before committing:

poetry run flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
poetry run flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics

Ensure there are zero linting errors for changed files.

Testing

Only execute tests relevant to the area you are working on to save time. For changes in the demo/untargeted demo, run:

poetry run pytest tests/test_untargeted_demo.py

Good Practices

  • Write clear commit messages describing your changes.
  • Keep functions short and well documented.
  • Prefer small, focused pull requests.