# PEP8 and SciPy

All SciPy Python code should adhere to PEP8 style guidelines. It’s so important that some continuous integration tests on GitHub will fail due to certain PEP8 violations. Here are a few tips for ensuring PEP8 compliance before pushing your code:

- Many integrated development environments (IDEs) have options that automatically check for PEP8 compliance. In Spyder, for example, enable Real-time code style analysis in Tools → Preferences → Editor → Code Introspection/Analysis and “Automatically remove trailing spaces when saving files” in in Tools → Preferences → Editor → Advanced Settings. This can help you fix PEP8 issues as you write your code.

- Note, however, that SciPy’s linting configuration may not match that of your IDE exactly. See below on how to run the official checks.

- It is recommended to leave existing style issues alone unless they exist in files you are already modifying. This practice ensures that the codebase is gradually cleaned up without dedicating precious review time to style-only cleanups.

- Before sending a Pull Request, run the linter on changes made in your feature branch. The checks will also be made during continuous integration, but it’s quicker to catch them early.

  The easiest way to do so is to install our pre-commit hook (once):

      cp tools/pre-commit-hook.py .git/hooks/pre-commit

  This will run linting checks before each commit is made.

  Alternatively, you can run the check manually from the SciPy root directory:

      python dev.py lint

  You can also run the linter on specific files, using the `--files` option:

      python tools/lint.py --files scipy/odr/models.py scipy/ndimage

- If you have existing code with a lot of PEP8 issues, consider using `autopep8` to automatically fix them before incorporating the code into SciPy.