A short guide on configuring pip to cache compiled wheel files for Python packages that wrap C code. By setting up a local wheelhouse directory in pip.conf, packages like Scipy or SQLAlchemy only need to be compiled once and can be reused across virtualenvs or tox environments. Note: as of a 2019 update, pip handles this automatically.
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