How've you found `uv` as a package manager? I've generally been a fan of Astral's tools in the Python ecosystem and I'm considering making the switch from `poetry`.
They need to add a couple minor painful paths that people usually use package managers with (private indexes, binding packages to third party indexes...) but if you don't need fancy corner cases, it's the best thing ever.
Also any machine learning use cases! There’s a big caveat with uv where they merge your Pipfile and pip installations. For example if you do
uv add flask (this is added to pipfile)
but then you need to add PyTorch with custom indexes (because most ML libraries distribute driver specific versions) and you do
uv pip install PyTorch —-index-url
what you end up with is a pipfile.lock that merges the two. uv won’t automatically add your dependency to the Pipfile.
There's an issue about pytorch (I think you might already have seen it since you encountered this). This is still due to lack of support for pinning a package to a third party index (see https://github.com/astral-sh/uv/issues/171).
I am not sure I totally understand what you mean: yes, the lockfile might be messed up, but is the environment working? I'm a bit blessed because I don't have CUDA on my machine so I save myself a lot of hassle.
I think the docs should be more clear that the uv pip command is an escape hatch, and the moment you use it you basically lose the ability to have the Pipfile as a source of truth. Most devs won't be looking too closely at the lockfile unless it's to debug issues, they usually only refer to the Pipfile. It would also be nice to have a pip to uv/rye command converter like those curl command generators.
I wouldn't say it's an escape hatch: pip and poetry/pdm/uv serve different purposes. I am not sure what you refer to with `Pipfile`. As per the "command converter": you mean something like from `uv pip` to `uv add`?
You are correct - I should've been more specific. Binding a package(s) to a third party index is currently unsupported (see issue: https://github.com/astral-sh/uv/issues/171) as it is something that pip itself does not support. PDM/Poetry implemented this on their own - though this it's an important feature and as far as I can tell it's coming.
They need to add a couple minor painful paths that people usually use package managers with (private indexes, binding packages to third party indexes...) but if you don't need fancy corner cases, it's the best thing ever.