• Docstring Linter

• pydocstyle

• Style Linter

• pylint
• pycodestyle

• Error Linter:

• pyflake
• pylint

• Complexity Analysis

• mccabe

• flake8

• flake8 = Pyflakes + pycodestyle + mccabe

• type checker:

• mypy

• run it on command line
• run it with language server, for example: pylsp
• run it with Jupyter

• nb-mypy: configure it with ipython configuration or run it with command in jupyter

• jupyter-lsp + pylsp

• Language server

• pyls and pylsp
• prefer to use pylsp instead of pyls, seelink for detail.

• difference between different linter tools

• Pylint vs Pyflakes vs Flake8 vs autopep8 vs Bandit vs Prospector vs Pylama vs Pyroma vs Black vs Mypy vs Radon vs mccabe