Reputation: 467
I'm trying to run the following python script (I'm using Vim):
import numpy as np;
import scipy as sp;
from scipy import misc;
import matplotlib.pyplot as plt;
image = misc.imread('test_image.jpg');
np.fliplr(image);
plt.imshow(image);
When I do, I get the following:
Traceback (most recent call last):
File "test.py", line 4, in <module>
import matplotlib.pyplot as plt;
File "/Library/Python/2.7/site-packages/matplotlib/pyplot.py", line 24, in <module>
import matplotlib.colorbar
File "/Library/Python/2.7/site-packages/matplotlib/colorbar.py", line 29, in <module>
import matplotlib.collections as collections
File "/Library/Python/2.7/site-packages/matplotlib/collections.py", line 23, in <module>
import matplotlib.backend_bases as backend_bases
File "/Library/Python/2.7/site-packages/matplotlib/backend_bases.py", line 50, in <module>
import matplotlib.textpath as textpath
File "/Library/Python/2.7/site-packages/matplotlib/textpath.py", line 11, in <module>
import matplotlib.font_manager as font_manager
File "/Library/Python/2.7/site-packages/matplotlib/font_manager.py", line 53, in <module>
from matplotlib import ft2font
ImportError: dlopen(/Library/Python/2.7/site-packages/matplotlib/ft2font.so, 2): Library not loaded: @loader_path/../../../libfreetype.6.dylib
Referenced from: /Library/Python/2.7/site-packages/matplotlib/ft2font.so
Reason: image not found
shell returned 1
I tried reinstalling brew
, reinstalling freetype
, matplotlib
, and numpy
in brew
, and I uninstalled MacPorts with no change in the error. Suggestions?
EDIT: After uninstalling MacPorts and then doing another reinstall of brew
, I now get this error instead.
Fatal Python error: PyThreadState_Get: no current thread
Command terminated
The error only appears when I import
matplotlib
, so I'm guessing the issue is with matplotlib
. I will try to reinstall it with brew
.
EDIT2: I've been trying from this page to no avail, but I think my error is probably related to that one.
Upvotes: 4
Views: 7539
Reputation: 45
Found one immediate solution that worked for me. Due to multiple projects in same environment, my matplotlib was not supporting new changes.
pip3 uninstall matplotlib
pip3 install matplotlib
Upvotes: 0
Reputation: 179
Two steps to solve the problem:
Step 1: Updating freetype and coping the .dylib to the anaconda lib folder:
brew upgrade freetype
cp /usr/local/Cellar/freetype/2.10.4/lib/libfreetype.dylib ~/opt/anaconda3/lib/
Step 2: Following the import sequence as below:
import matplotlib
matplotlib.use('PS')
import matplotlib.pyplot as plt
Upvotes: 0
Reputation: 3278
[MacOS X] Ran into the same problem after installing graphviz
(to visualize decision tree). Without carefully isolating environment, this new package appears to have put its own favorite version of freetype into my default python runtime library path. Then when doing a simple import import matplotlib.pyplot as plt
, I got error messages:
ImportError: dlopen(/Users/shandou/anaconda3/lib/python3.6/site-
packages/matplotlib/ft2font.cpython-36m-darwin.so, 2): Library not
loaded: @rpath/libfreetype.6.dylib
Referenced from: /Users/shandou/anaconda3/lib/python3.6/site-
packages/matplotlib/ft2font.cpython-36m-darwin.so
Reason: Incompatible library version: ft2font.cpython-36m-darwin.so
requires version 22.0.0 or later, but libfreetype.6.dylib provides
version 21.0.0
At first, I could not understand what @rpath
is really pointing to. Checked with locate libfreetype
and it looks like for my default python environment, I have (1) /Users/shandou/anaconda3/lib/libfreetype.6.dylib
and (2) /Users/shandou/anaconda3/pkgs/freetype-2.8.1-0
I tried the following two fixes. The first one solved the immediate need of making matplotlib import work, but later caused problems in sphinx auto doc generation. The second one is a cleaner fix that made both work.
Following @Robbie Capps's suggestion above, I uninstalled matplotlib originally installed with conda and reinstalled it with pip instead. Afterwards matplotlib import works okay and I was able to continue working until later I ran into errors when running sphinx for documenting codes:
File "/Users/shandou/anaconda3/lib/python3.6/site-
packages/matplotlib/backends/backend_macosx.py", line 17, in <module>
from matplotlib.backends import _macosx
RuntimeError: Python is not installed as a framework. The Mac OS X
backend will not be able to function correctly if Python is not
installed as a framework. See the Python documentation for more
information on installing Python as a framework on Mac OS X. Please
either reinstall Python as a framework, or try one of the other
backends. If you are using (Ana)Conda please install python.app and
replace the use of 'python' with 'pythonw'. See 'Working with
Matplotlib on OSX' in the Matplotlib FAQ for more information.
That looks hairy, but if I read this correctly, the gist of the message is: sphinx is not happy about me mixing conda and pip install.
So I ended up reverting matplotlib back to conda installation. Sadly the original libfreetype error immediately returns and I was unable to do basic matplotlib import (darn...)
[Step 1] Brew install freetype library:
$ brew install freetype
$ brew link --overwrite freetype
When checking the library version in /usr/local/Cellar/freetype/2.9/lib/
, I get output as below:
$ otool -L libfreetype.6.dylib | head -n 2
libfreetype.6.dylib:
/usr/local/opt/freetype/lib/libfreetype.6.dylib (compatibility version 23.0.0, current version 23.0.0)
This is version 21+, so we are one step closer to solve the problem
[Step 2] Copy /usr/local/Cellar/freetype/2.9/lib/libfreetype.6.dylib
to python runtime library path
It turns out even after updating freetype library with conda, the runtime library is not updated. The final solution that works for me is to force copy newer freetype lib to the runtime path:
$ cd /Users/shandou/anaconda3/lib/
$ sudo cp /usr/local/Cellar/freetype/2.9/lib/libfreetype.6.dylib .
Only then, the freetype library version incompatibility problem is gone, and both matplotlib import and sphinx are happy
Bottom line: Fix 2 is the cleaner way to go.
Upvotes: 15
Reputation: 1
You can try to run python with Anaconda and check the version of freetype in your conda environment.
I got the same type of error when I try to install opencv in conda. And finally it was solved by one command:
conda update freetype
Upvotes: 0
Reputation: 157
It sounds like you already (at least partially) answered your own question, but I solved this same error, in a somewhat different fashion. Summary: I used otool
and install_name_tool
to manually change the linkage from the *.so
file to a different *.dylib
. I'm posting it here mostly as an illustration of how build systems can quickly turn into rat's nests if you're not careful.
I am using conda to manage the virtual environment for a software project I am trying to compile from source (GNU Radio). In order to build the graphics submodule of this project (gr-qtgui
) natively on my Mac, I believe I committed some pretty heinous crimes against nature -- more on this below.
My basic strategy to avoid build problems is to rely on a single package manager as much as possible. In this case, the honor went to conda
, though some of it required brew
and pip
. As I'm writing this, I'm now wondering whether I should have linked against the Mac frameworks for Qt4, but what I ended up doing was linking against libQtCore.dylib
et al. installed by conda in ~/miniconda3/envs/gr/lib
.*
After getting GNU Radio to compile, I then conda install
'd matplotlib in this virtual environment. I was initially getting a similar error as OP originally mentions:
ImportError: dlopen(/Users/strotmc1/miniconda3/envs/gr/lib/python2.7/site-packages/matplotlib/ft2font.so, 2): Library not loaded: @rpath/libfreetype.6.dylib
Referenced from: /Users/strotmc1/miniconda3/envs/gr/lib/python2.7/site-packages/matplotlib/ft2font.so
Reason: Incompatible library version: ft2font.so requires version 21.0.0 or later, but libfreetype.6.dylib provides version 14.0.0
I solved it by navigating to the offending shared object's directory and inspecting it:
>> cd ~/miniconda3/envs/gr/lib/python2.7/site-packages/matplotlib
>> otool -L ft2font.so
ft2font.so:
@rpath/libfreetype.6.dylib (compatibility version 21.0.0, current version 21.0.0)
@rpath/libc++.1.dylib (compatibility version 1.0.0, current version 1.0.0)
/usr/lib/libSystem.B.dylib (compatibility version 1.0.0, current version 1197.1.1)
>> otool -l ft2font.so
...
Load command 9
cmd LC_LOAD_DYLIB
cmdsize 56
name @rpath/libfreetype.6.dylib (offset 24)
time stamp 2 Wed Dec 31 19:00:02 1969
current version 21.0.0
compatibility version 21.0.0
...
Load command 12
cmd LC_RPATH
cmdsize 272
path /Users/strotmc1/miniconda3/envs/gr/lib (offset 12)
...
In other words, it's linking to the libfreetype.dylib located inside the virtual environment, not on the system. Sort of makes sense as an error, because pyplot is also trying to access the graphics libraries, which were already strangely configured. My solution was to switch to linking against the homebrew version of freetype:
>> install_name_tool -change @rpath/libfreetype.6.dylib /usr/local/Cellar/freetype/2.9/lib/libfreetype.6.dylib ft2font.so
and now matplotlib works!
I said from the beginning that this story is ugly. After finishing writing this up, I'm left with the following conclusions:
Sorry this turned into more of a musing than an answer -- perhaps someone would be so kind to suggest a better place for this type of rambling answer?
*To be completely frank, I never even considered trying to link against the Qt frameworks located in /Library/Frameworks
. I'm not sure if the build tools (here, cmake) are smart enough to find these Frameworks, because I haven't tried. I will consider posing this question to the community.
Upvotes: 3
Reputation: 467
Fixed it... sort of.
Fixed it.
I uninstalled with brew uninstall matplotlib
and then installed with pip install matplotlib
. The pip
version now works. although I think something is wrong with my code because I don't get an image output.
I uninstalled all of my installations of python
and then installed ipython
, which worked fine. Also, I was forgetting to add plt.show();
after my imshow();
commands... :-( .... but at least someone else has made this mistake before me ...
Refer to this page for very thorough help with any matplotlib
imshow
issues:
matplotlib does not show my drawings although I call pyplot.show()
Upvotes: 1
Reputation: 365
Check path tou your image (and doublecheck) This is in your traceback: "Reason: image not found"
Also there is no need to use ';' in python.
Upvotes: -2