Understanding Python Linters Through a Comprehensive and Empirical Study
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Ranked by a public rubric, not by votes: what a comment adds counts, not who wrote it. How comments are ranked · Comment rules
Summary
A study of five Python linters (Ruff, Pylint, Flake8, Mypy, Black) examines 1,551 linting rules, their overlap, runtime speed on 1,000 GitHub projects, configuration methods and options, and how 3,094 projects use them.