pylama VS ruff

Pylama is a code audit tool for Python that wraps tools like Pylint, pycodestyle, PyFlakes, McCabe, and others to provide a unified interface.

Use a code linter. And potentially use black.

Use a linter like pylama

Lint your code. I recommend pylama.

Linters analyze code to detect various categories of issues like logistical issue and stylistic issues. Some popular linters are Pylint, pycodestyle, Flake8 and Pylama.

I am also looking forward to uv, the really fast Python package manager written in Rust. I think Rust tooling for Python has great potential. Astral is also making a project called Ruff, which is a formatter and I'm also very excited about that.

Ruff: A Rust-based, ultra-fast Python linter and formatter developed by Astral (official website). What's astounding is not just its speed, but its ability to cover most of the checks and formatting previously done by multiple tools like Flake8, isort, pydocstyle, pyupgrade, etc., with Ruff alone. This simplifies configuration files and significantly reduces tool management costs. Ruff hooks are defined in .pre-commit-config.yaml. When you try to commit, static code analysis (detecting potential bugs or deprecated practices) and formatting (unifying coding style) are automatically executed. If issues are found, the commit is aborted, prompting you to fix them. In many cases, Ruff can automatically fix the problems it finds.

I also asked this question here: https://github.com/astral-sh/ruff/discussions/15149#discussi....

These requirements are not too uncommon. I have seen many projects with similar setup, with alternatives such as tox instead of nox, or black and pylint instead of ruff, etc.

Use ruff, more recently, for formatting and linting that replaces the above four tools.

$ ruff check --statistics --output-format=json | jq --raw-output --from-file ignore.jq "D200", ## 2249 https://docs.astral.sh/ruff/rules/unnecessary-multiline-docstring/ "S101", ## 1484 https://docs.astral.sh/ruff/rules/assert/ "COM812", ## 539 * https://docs.astral.sh/ruff/rules/missing-trailing-comma/ "D401", ## 446 https://docs.astral.sh/ruff/rules/non-imperative-mood/ ... TRUNCATED ... "RUF100", ## 1 * https://docs.astral.sh/ruff/rules/ruff-specific-rules/ "RUF010", ## 1 * https://docs.astral.sh/ruff/rules/explicit-f-string-type-conversion/

It has the codename "Red Knot".

See the crates starting with red_knot in this directory to follow its development: https://github.com/astral-sh/ruff/tree/main/crates

That’s where Ruff comes in — an ultra-fast Python linter and formatter that’s written in Rust and integrates perfectly with uv.

UV is an ultra-fast Python package manager written in Rust by the Astral team. You might already be familiar with another great product from Astral - ruff (popular Python linter).