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pip list --format=freeze helps a lot. There are sometimes package versions in conda environments that don't exist for pip, e.g. we saw setuptools=49.6.0.post which is not available on PyPI.
For a conda client, pip freeze seems to generate a requirements.txt with local file references.
see https://rstudioide.zendesk.com/agent/tickets/55886
pip list --format=freeze > requirements.txt
seems to do the right thing.see also pypa/pip#7612
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