RuntimeError: module compiled against API version

问题:

Code:

import numpy as np
import cv

Console:

>>> runfile('/Users/isaiahnields/.spyder2/temp.py', wdir='/Users/isaiahnields/.spyder2')
RuntimeError: module compiled against API version a but this version of numpy is 9
Traceback (most recent call last):
 File "<stdin>", line 1, in <module>
File "/Applications/Spyder-Py2.app/Contents/Resources/lib/python2.7/spyderlib/widgets/externalshell/sitecustomize.py", line 685, in runfile
execfile(filename, namespace)
File "/Applications/Spyder-Py2.app/Contents/Resources/lib/python2.7/spyderlib/widgets/externalshell/sitecustomize.py", line 78, in execfile
builtins.execfile(filename, *where)
File "/Users/isaiahnields/.spyder2/temp.py", line 9, in <module>
import cv
File "/Applications/Spyder-Py2.app/Contents/Resources/lib/python2.7/cv.py", line 1, in <module>
from cv2.cv import *
ImportError: numpy.core.multiarray failed to import
>>> 

System Info: OS X El Capitan, Macbook Air, 1.3 GHz Intel Core i5, 8 GB 1600 HMz DDR3

I have already attempted updating numpy. I had to add cv.py to the python2.7 folder in Spyder-Py2 is there something else I need to add?

回答1:

upgrade numpy to the latest version

pip install numpy --upgrade

回答2:

Check the path

import numpy
print numpy.__path__

For me this was /System/Library/Frameworks/Python.framework/Versions/2.7/Extras/lib/python/numpy So I moved it to a temporary place

sudo mv /System/Library/Frameworks/Python.framework/Versions/2.7/Extras/lib/python/numpy \
/System/Library/Frameworks/Python.framework/Versions/2.7/Extras/lib/python/numpy_old

and then the next time I imported numpy the path was /Library/Python/2.7/site-packages/numpy/init.pyc and all was well.

回答3:

This worked for me:

sudo pip install numpy --upgrade --ignore-installed

回答4:

You are likely running the Mac default (/usr/bin/python) which has an older version of numpy installed in the system folders. The easiest way to get python working with opencv is to use brew to install both python and opencv into /usr/local and run the /usr/local/bin/python.

brew install python
brew tap homebrew/science
brew install opencv

回答5:

I ran into the same issue tonight. It turned out to be a problem where I had multiple numpy packages installed. An older version was installed in /usr/lib/python2.7 and the correct version was installed in /usr/local/lib/python2.7.

Additionally, I had PYTHONPATH=/usr/lib/python2.7/dist-packages:/usr/local/lib/python2.7/dist-packages. PYTHONPATH was finding the older version of numpy before the correct version, so when inside the Python interpreter, it would import the older version of numpy.

One thing which helped was opening a python session an executing the following code:

import numpy as np 
print np.__version__ 
print np.__path__

That should tell you exactly which version Python is using, and where it's installed.

To fix the issue, I changed PYTHONPATH=/usr/local/lib/python2.7/dist-packages:/usr/lib/python2.7/dist-packages. And I also setup a virtual Python environment using the Hitchiker's Guide to Python, specifically the section titled "Lower level: virtualenv" . I know I should have setup a virtual environment in the first place, but I was tired and being lazy. Oh well, lesson learned!

(Update)

Just in case the docs are moved again, here are the relevant bits on...

Creating a Python Virtual Environment

Install virtualenv via pip:

$ install virtualenv

Test the installation:

$ virtualenv --version

Optionally, et the environment variable VIRTUALENVWRAPPER_PYTHON to change the default version of python used by virtual environments, for example to use Python 3:

$ export VIRTUALENVWRAPPER_PYTHON=$(which python3)

Optionally, set the environment variable WORKON_HOME to change the default directory your Python virtual environments are created in, for example to use /opt/python_envs:

$ export WORKON_HOME=/opt/python_envs

Create a virtual environment for a project:

$ cd my_project_folder
$ virtualenv my_virtual_env_name

Activate the virtual environment, you just created. Assuming you also set WORKON_HOME=/opt/python_envs:

$ source $WORKON_HOME/my_virtual_env_name/bin/activate

Install whatever Python packages your project requires, using either of the following two methods.

Method 1 - Install using pip from command line:

$ pip install python_package_name1
$ pip install python_package_name2

Method 2 - Install using a requests.txt file:

$ echo "python_package_name1" >> requests.txt
$ echo "python_package_name2" >> requests.txt
$ pip install -r ./requests.txt

Optionally, but highly recommended, install virtualenvwrapper. It contains useful commands to make working with virtual Python environments easier:

$ pip install virtualenvwrapper
$ source /usr/local/bin/virtualenvwrapper.sh

On Windows, install virtualenvwrapper using:

$ pip install virtualenvwrapper-win

Basic usage of virtualenvwrapper Create a new virtual environment:

$ mkvirtualenv my_virtual_env_name

List all virtual environments:

$ lsvirtualenv

Activate a virtual environment:

$ workon my_virtual_env_name

Delete a virtual environment (caution! this is irreversible!):

$ rmvirtualenv my_virtual_env_name

I hope this help!

回答6:

To solve the problem do following:

First uninstall numpy

sudo pip uninstall numpy

Install numpy with --no-cache-dir option

sudo pip install --no-cache-dir numpy

And to specify any specific version e.g. 1.14.2

sudo pip install --no-cache-dir numpy==1.14.2

回答7:

For those using anaconda Python:

conda update anaconda

回答8:

I had the same error when trying to launch spyder. "RuntimeError: module compiled against API version 0xb but this version of numpy is 0xa". This error appeared once I modified the numpy version of my machine by mistake (I thought I was in a venv). If your are using spyder installed with conda, my advice is to only use conda to manage package.

This works for me:

conda install anaconda

(I had conda but no anaconda on my machine) then:

conda update numpy

回答9:

You might want to check your matplotlib version.

Somehow I installed a dev version of matplotlib which caused the issue. A downgrade to stable release fixed it.

One can also can try python -v -c 'import YOUR_PACKAGE' 2>&1 | less to see where the issue occurred and if the lines above error can give you some hints.

回答10:

You may also want to check your $PYTHONPATH. I had changed mine in ~/.bashrc in order to get another package to work.

To check your path:

    echo $PYTHONPATH

To change your path (I use nano but you could edit another way)

    nano ~/.bashrc

Look for the line with export PYTHONPATH ...

After making changes, don't forget to

   source ~/.bashrc

回答11:

I got the same issue with quaternion module. When updating modules with conda, the numpy version is not up^dated to the last one. If forcing update with pip command pip install --upgrade numpy + install quaternion module by pip install --user numpy numpy-quaternion, the issue is fixed. May be the issue is coming from the numpy version. Here the execution result:

Python 2.7.14 |Anaconda custom (64-bit)| (default, Oct 15 2017, 03:34:40) [MSC v.1500 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.

>>> import numpy as np
>>> print np.__version__
1.14.3
>>>

(base) C:\Users\jc>pip install --user numpy numpy-quaternion
Requirement already satisfied: numpy in d:\programdata\anaconda2\lib\site-packages (1.14.3)
Collecting numpy-quaternion
  Downloading https://files.pythonhosted.org/packages/3e/73/5720d1d0a95bc2d4af2f7326280172bd255db2e8e56f6fbe81933aa00006/numpy_quaternion-2018.5.10.13.50.12-cp27-cp27m-win_amd64.whl (49kB)
    100% |################################| 51kB 581kB/s
Installing collected packages: numpy-quaternion
Successfully installed numpy-quaternion-2018.5.10.13.50.12

(base) C:\Users\jc>python
Python 2.7.14 |Anaconda custom (64-bit)| (default, Oct 15 2017, 03:34:40) [MSC v.1500 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.

>>> import numpy as np
>>> import quaternion
>>> 

回答12:

I faced the same problem due to documentation inconsistencies. This page says the examples in the docs work best with python 3.x: https://opencv-python-tutroals.readthedocs.io/en/latest/py_tutorials/py_setup/py_intro/py_intro.html#intro , whereas this installation page has links to python 2.7, and older versions of numpy and matplotlib: https://opencv-python-tutroals.readthedocs.io/en/latest/py_tutorials/py_setup/py_setup_in_windows/py_setup_in_windows.html

My setup was as such: I already had Python 3.6 and 3.5 installed, but since OpenCv-python docs said it works best with 2.7.x, I also installed that version. After I installed numpy (in Python27 directory, without pip but with the default extractor, since pip is not part of the default python 2.7 installation like it is in 3.6), I ran in this RuntimeError: module compiled against API version a but this version of numpy is error. I tried many different versions of both numpy and opencv, but to no avail. Lastly, I simply deleted numpy from python27 (just delete the folder in site-packages as well as any other remaining numpy-named files), and installed the latest versions of numpy, matplotlib, and opencv in the Python3.6 version using pip no problem. Been running opencv ever since.

Hope this saves somebody some time.

回答13:

This works for me:

My pip is not work after upgrade, so the first thing I need to do is to fix it with

sudo gedit /usr/bin/pip

Change the line

from pip import main

to

from pip._internal import main

Then,

 sudo pip install -U numpy

回答14:

This command solved my problem.

pip3 install --upgrade numpy 

回答15:

The below command is worked for me :

conda install -c anaconda numpy