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I've briefly tested pip tools and like it, but I like poetry a little bit more. I'm in the process of migrating away from conda

@Reese Hopkins I hear you! What do you do about non-python stuff like pytorch/geopandas/Spacy?

@Ido (Ploomber), I think all of those libraries are pip installable

Not sure if this is needed anymore but whenever I create a new env with conda, the 1st command I run is conda install pip. Then I have peace of mind.

What happens if your package has a new version that breaks the graph? 🙂

In poetry, you have to fix your dependcies. It won't install. It gives you the conflict to help diagnose the issue

conda by itself is unusable but mamba is as fast as pip and has the advantages of conda https://github.com/conda-forge/miniforge#miniforge-pypy3

Always used pipenv, never got round to using poetry but heard good things. I find pip freeze super useful for creating requirements.txt