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pyproject_toml_Project_Summaries/13678_43_0.txt
Presumably, this will break on the next major numpy upgrade. Expected behavior cvxpy should install correctly in all cases, to allow it to be installed as part of a pinned requirements.txt file. Version * OS: MacOS 11.12.3, on docker * CVXPY Version: 1.1.12
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akshayka commented May 17, 2021 • edited
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## Python package management # Managing packages is a challenging problem, and, as a result, there are lots of tools. For web and general purpose Python development there’s a whole host of tools complementary with pip. For high-performance computing (HPC), Spack is worth considering. For most NumPy users though, ...
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# Install order with numpy can break cvxpy #1367 naphatkrit opened this issue May 12, 2021 · 26 comments
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### h-vetinari commented May 17, 2021
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Now let’s see how we can install numpy on a mac operating system. This section details on both python 2.7 and latest version of python 3.7. #### PYTHON 2.7
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0 ModuleNotFoundError: No module named 'pyautogui' in all IDEs no matter what I try
pyproject_toml_Project_Summaries/install2_24_0.txt
If your installation fails with the message below, see Troubleshooting ImportError . IMPORTANT: PLEASE READ THIS FOR ADVICE ON HOW TO SOLVE THIS ISSUE! Importing the numpy c-extensions failed. This error can happen for different reasons, often due to issues with your setup.
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naphatkrit commented May 17, 2021 • edited
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### SteveDiamond commented Nov 12, 2021
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### naphatkrit commented May 17, 2021
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For wheels, it seems you're out of luck. I just checked on PyPI, and none of the 1.1-series releases has linux wheels (it should be noted that I'm not a maintainer here, just a drive-by commenter who also happens to maintain the conda-forge packaging side of cvxpy). So for now you'll have to live with the work-around ...
pyproject_toml_Project_Summaries/install2_16_0.txt
The first difference is that conda is cross-language and it can install Python, while pip is installed for a particular Python on your system and installs other packages to that same Python install only. This also means conda can install non-Python libraries and tools you may need (e.g. compilers, CUDA, HDF5), while pi...
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naphatkrit mentioned this issue May 18, 2021 switch build-time dependency declaration to PEP 517 and use oldest version of numpy possible embotech/ecos-python#30
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It does work without, you "just" have to compile. And - I dare say - if you work in the data science space, conda is becoming the default moreso than pip (though depending on which packages you're using exactly, but certainly if you're doing GPU-heavy things). PS. Here's a (not-so-recent-anymore) report of the mainta...
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@naphatkrit the main cvxpy package will always require SCS, ECOS, and OSQP. The reason is that most users, unfortunately, don't recognize the distinction between cvxpy as a modeling platform and the underlying solvers, so requiring them to install solvers separately is a barrier to our least experienced users. Michael...
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If we instead pin numpy to its latest version, that also works fine: $ pip install numpy==1.20.3 cvxpy==1.1.1 ... $ python Python 3.7.10 (default, Apr 10 2021, 16:02:25) [GCC 8.3.0] on linux Type "help", "copyright", "credits" or "license" for more information. >>> import cvxpy ...
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edited > Why aren’t we willing to provide wheels for Linux?
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This could run too, sudo apt-get -y install python-numpy
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h-vetinari commented May 17, 2021 Based on the error
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naphatkrit opened this issue May 12, 2021 · 26 comments Closed
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naphatkrit commented May 18, 2021 it turns out even ecos has the same problem at python 3.9 (but not 3.7 and below because it provides prebuilt wheels for those). i've opened a PR there embotech/ecos-python#30 . Regarding making scs optional, it's not needed to solve this problem. It might be nice though have a ho...
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I'll note that https://github.com/cvxpy/cvxpy/blob/master/pyproject.toml already has the correct build metadata, maybe the ordering issue could be fixed with some care around making sure that the installation here is PEP 517 -conformant (though compilation would then still be necessary). --- All reactions Sor...
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