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[venv](https://docs.python.org/3/library/venv.html) is the Python native solution that will work everywhere, though other options may be more user-friendly.\n  - Some popular alternatives are:\n    - [pyenv](https://github.com/pyenv/pyenv) and [the virtualenv plugin](https://github.com/pyenv/pyenv-virtualenv) work together nicely for Linux/Mac machines\n    - [virtualenv](https://virtualenv.pypa.io/en/latest/)\n    - [miniconda](https://docs.conda.io/projects/miniconda/en/latest/)\n    - [uv](https://docs.astral.sh/uv/)\n\nOnce you have set up your environment:\n\n- Update pip and setuptools: `pip install -U pip setuptools`\n- Install the repository with developer dependencies: `pip install -e .[dev]`\n- Activate pre-commit (only once, after making a new venv): `pre-commit install`\n  - Runs automatically on your staged changes before every commit\n  - Includes linting and formatting via [ruff](https://docs.astral.sh/ruff/)\n- To check the whole repo, run `pre-commit run --all-files`\n  - Settings and documentation links for pre-commit and ruff are in .pre-commit-config.yaml and ruff.toml\n  - Pre-commit will run automatically during CI, linting and formatting the entire repository.\n\n# Testing\n\nOnce you are set up as a developer, run `pytest` from the root dir. 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