- 1 year ago
Version conflict between cvxpy and numpy: "module compiled against API version 0xe but this version of numpy is 0xd"
The error message you're encountering typically occurs when there is a version conflict between the cvxpy
library and numpy
. The error message indicates that the cvxpy
module was compiled against a different version of the numpy
library than the one you have installed.
To resolve this issue, you can try the following steps:
Update
numpy
: Update yournumpy
library to the latest version. Open a terminal or command prompt and run the following command:bashpip install --upgrade numpy
This will update
numpy
to the latest compatible version.Reinstall
cvxpy
: If updatingnumpy
doesn't resolve the issue, try reinstalling thecvxpy
library. Run the following command:bashpip uninstall cvxpy
pip install cvxpy
This will uninstall and then reinstall the
cvxpy
library, ensuring that it is compatible with the updatednumpy
version.Check Dependencies: Verify if you have any other packages or libraries installed that may have a conflicting dependency with
cvxpy
andnumpy
. Check if there are any specific versions or dependencies required bycvxpy
and make sure they are compatible with your current environment.Virtual Environment: Consider using a virtual environment for your project. Virtual environments provide an isolated environment for your Python project, allowing you to manage dependencies separately. Create a new virtual environment, activate it, and install
cvxpy
andnumpy
within the virtual environment to avoid conflicts with other packages.
If the issue persists, it may be necessary to seek further assistance from the cvxpy
community or their official support channels, as they may have additional insights or workarounds specific to the library.