cvxpy: `cvxpy` fails to install on Python 3.12

Describe the bug

Running pip install cvxpy fails when using Python 3.12

To Reproduce

conda create -n py312-cvxpy python=3.12
conda activate py312-cvxpy
pip install cvxpy

Output Screen Shot 2023-10-23 at 12 09 34

Version

OS: macOS
CVXPY Version: latest

Additional context

I checked and it works fine using Python 3.11
I’m using an M1 mac.

About this issue

Original URL
State: closed
Created 8 months ago
Comments: 23 (5 by maintainers)

Commits related to this issue

version 1.0.2 This revision contains bug fixes regarding edge cases of back-tests with changing universes, which have been provided by github PRs #113 and #114. New test cases have been made for thos... — committed to cvxgrp/cvxportfolio by enzbus 8 months ago

Most upvoted comments

I think that leaves qdldl as the only dependency without wheels for Python 3.12. I think it might have less demanding build time dependencies so maybe it is easy to pip install cvxpy on 3.12 now. Still I opened a PR to help enable wheel builds for 3.12 for qdldl here: https://github.com/osqp/qdldl-python/pull/37.

wshanks on Apr 17, 2024

Thanks @RoyiAvital. So scs is okay now, but qdldl (dependency of osqp which is a dependency of cvxpy) still has no wheel for Python 3.12. So the next step would be to ask if wheels for 3.12 could be added at https://github.com/osqp/qdldl-python. There is a conda-forge package for qdldl for Python 3.12 so it should be compatible.

(Alternatively you could try to set up the build system to build from source by installing cmake).

wshanks on Feb 16, 2024

qdldl wheels are up.

SteveDiamond on Apr 18, 2024

We just released a patch that includes wheels for 3.12: https://pypi.org/project/cvxpy/1.4.3/

Feel free to reopen if there are any remaining issues that we should take a look at with 3.12.

phschiele on Apr 16, 2024

@wshanks , Even on conda-forge the install won’t work (Though tried at the beginning of April).

if you are in a hurry, you can grab the .whl from here (minus one patch in waiting) https://github.com/cvxpy/cvxpy/actions/runs/8604826651/job/23580091820

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stonebig on Apr 13, 2024

@phschiele I noticed that you commented here that cvxpy will release this month with wheels for Python 3.12. I was curious if there was any overlap between the cvxpy and osqp teams to help get 3.12 wheels of qdldl released as well to allow installing cvxpy on 3.12 without building anything locally.

wshanks on Mar 8, 2024

Having cvxpy-1.4.2 wheels on pypi for Python-3.12 would have been nice.

stonebig on Feb 8, 2024

@enzbus https://github.com/conda-forge/scs-feedstock/pull/38 added scs 3.2.4 to conda-forge. 3.2.4 adds Python 3.12 support but it was not built in that PR. There is a follow up PR, https://github.com/conda-forge/scs-feedstock/pull/40, adding the 3.12 build. Still, the 3.12 build should be available from conda-forge in the next couple hours (once that PR finishes building and gets seeded to the CDN).

wshanks on Jan 27, 2024

I could install cvxpy1.4.2 in Python 3.12 via pip install cvxpy==1.4.2 now (Windows 11). Though conda install -c conda-forge cvxpy didn’t work.

xuluze on Jan 24, 2024