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Background
Originally, we used pip to install modules by downloading and installing all the dependencies. pip does not manage this, but simply removes the module, leaving behind a bunch of dependencies that were installed when the module was downloaded and installed, which can cause conflicts when installing other libraries with this legacy and no longer useful library
References