problem with python numpy

151 次查看（过去 30 天）
Johann Thurn
Johann Thurn 2018-10-31
评论： Bellana Jayasinha 2024-10-5
I have started to try to use python functionality in matlab. The Textwrapper example works. I now tried other packages, and everytime there is some dependency on numpy I get this message:
>> py.help('numpy')
problem in numpy - ImportError:
Importing the multiarray numpy extension module failed. Most
likely you are trying to import a failed build of numpy.
If you're working with a numpy git repo, try `git clean -xdf` (removes all
files not under version control). Otherwise reinstall numpy.
Original error was: DLL load failed: Das angegebene Modul wurde nicht gefunden.
If I try to use numpy directly, I get this:
>> x = py.numpy.random.random([4,4]);
Undefined variable "py" or class "py.numpy.random.random".
Calling
help('textwrap')
or
help('numpy')
in Python works fine. Calling
py.help('textwrap')
in Matlab works,
py.help('numpy')
does not.
I have tried to update numpy and to remove and reinstall it, but this does nothing. I am using Python 3.6 which should be supported.
>> pyversion
version: '3.6'
executable: 'C:\ProgramData\Anaconda3\python.exe'
library: 'C:\ProgramData\Anaconda3\python36.dll'
home: 'C:\ProgramData\Anaconda3'
isloaded: 1
Maybe I am doing something wrong?

请先登录，再回答此问题。

采纳的回答

David Garrison
David Garrison 2020-8-27
Beginning in MATLAB R2018b, Python functions that accept numpy arrays may also accept MATLAB arrays without explicit conversion. When necessary, a numpy array can be created explicitly from a MATLAB array. For example, if you have a supported version of Python that is installed with the numpy library, you can do the following:
>> x = rand(2,2); % MATLAB array
>> y = py.numpy.array(x); % numpy array
y =
Python ndarray:
0.5943 0.8064
0.6133 0.1372
Use details function to view the properties of the Python object.
Use double function to convert to a MATLAB array.
Also beginning in MATLAB R2018b, it is possible to convert numeric numpy arrays returned from Python into MATLAB arrays. For example:
>> y = py.numpy.random.random([int32(2), int32(2)]) % numpy array
y =
Python ndarray:
0.5943 0.8064
0.6133 0.1372
Use details function to view the properties of the Python object.
Use double function to convert to a MATLAB array.
>> x = 2*double(y) % MATLAB array
x =
1.1885 1.6129
1.2266 0.2744
See the MATLAB documentation on Passing Matrices and Multidimensional Arrays for additional Information.

更多回答（4 个）

Prashanth Ramesh
Prashanth Ramesh 2018-11-5
Please note that MATLAB does not support Anaconda Python. To call Python libraries from MATLAB, you need to install a supported version of the reference implementation (CPython) for Python. MATLAB supports versions 2.7, 3.5, and 3.6. You can download CPython from https://www.python.org/downloads/
However possible workarounds for using Anaconda Python are listed below (though not officially supported):
1. Launch MATLAB from a properly configured Anaconda prompt. Then import numpy.
2. In Anaconda installation directory, copy the files %env_root%/libraries/bin/mkl_* to %env_root%/lib/site-packages/numpy/core.
  10 个评论
显示 8更早的评论
Daniel Vieira
Daniel Vieira 2021-12-21
编辑：Daniel Vieira 2021-12-21
"2. In Anaconda installation directory, copy the files %env_root%/libraries/bin/mkl_* to %env_root%/lib/site-packages/numpy/core."
worked for me as well, also Python 3.8
Lukas Brandl-Cheng
Lukas Brandl-Cheng 2022-12-17
2. worked for me too. As Paul Kuberry mentioned, the mkl files were in %env_root%/Library/bin/mkl_*. Additionally, I had to copy them to %env_root%/Lib/site-packages/numpy/core rather than %env_root%/lib/site-packages/numpy/core
Thanks for the solution!

请先登录，再进行评论。

Igor Varfolomeev
Igor Varfolomeev 2020-4-9
编辑：Igor Varfolomeev 2020-4-9
I've noticed that simply adding the folder with the DLLs, related to numpy to PATH, just before starting Python also fixes the issue (R2019b update 5, Windows 10 version 1803).
For example, I create the environment with
conda create -n test_py36 python=3.6 numpy
and use setenv like this:
username = getenv('username');
setenv('PYTHONUNBUFFERED','1'); % doesn't change much, but just-in-case
setenv('path',['C:\Users\' username '\Anaconda3\envs\test_py36\Library\bin;', getenv('path')]);
pe=pyenv('Version',['C:\Users\' username '\Anaconda3\envs\test_py36\pythonw.exe'],...
...'ExecutionMode','OutOfProcess'... --- this (new mode) causes misc. issues
'ExecutionMode','InProcess'... --- this (old mode) works OK
);
py.importlib.import_module('numpy')
(inspired by this)
  4 个评论
显示 2更早的评论
Flavio
Flavio 2022-4-17
It worked very well.
Bellana Jayasinha
Bellana Jayasinha 2024-10-5
Hi, I'm trying to use coolprops with matlab and I have the same trouble (with numpy). I'm not too familiar with creating environments with anaconda, is there another way of doing the same thing you've done but without anaconda

请先登录，再进行评论。

Vaibhav Arora
Vaibhav Arora 2019-4-6
Install Python (Cpython) from python.org/downloads.
Make sure the version you download is 64-bit if your Matlab exe is 64-bit. By default, a 32-bit cersion of python is downloaded so be careful.
Open python and try the command "import numpy as np". If you get an error, you need to install the library. For this, go to command prompt and type (for python 3): "pip3 install numpy"
Now you will be able to use numpy library in matlab
  1 个评论
Curious
Curious 2022-7-15
It isn't working. I have matlab R2018a and python 3.10. I have to use numpy in a matlab program. Kindly help

请先登录，再进行评论。

I am not a robot
I am not a robot 2019-9-9
If you have setup an env(-ironment) in Anaconda, you need to setup the pyversion command to use the env.
Adapt the below to suit your needs
pyversion('C:\Users\Your_User_Name\AppData\Local\Continuum\anaconda3\envs\Your_Env\pythonw.exe')
  3 个评论
显示 1更早的评论
Paul Kuberry
Paul Kuberry 2020-3-26
After doing the above command, you would be left with the same problem as the OP.
The issue is mkl_ libraries not being where they can be found through MATLAB. Prashanth Ramesh's solution resolves this.
Seth Wagenman
Seth Wagenman 2020-8-31
This works generally, Bram ter Huurne:
https://www.mathworks.com/matlabcentral/answers/443558-matlab-crashes-when-using-conda-environment-other-than-base#answer_486374
P.S. Where is the "general matlab-python website" where you suggest posting solutions, "as Anaconda is the general python distribution software for most users?"

请先登录，再进行评论。

类别

在 Help Center 和 File Exchange 中查找有关 Call Python from MATLAB 的更多信息

标签

产品


版本

R2017a

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by