CODEWITHSUNDEEP
pythonlinuxgraphicsmatplotlib
user504909
user504909

Reputation: 9559

How can I set the matplotlib 'backend'?

I am new user of matplotlib, my platform is Ubuntu 10.04 Python 2.6.5

This is my code

import matplotlib
matplotlib.use('Agg')
import matplotlib.pyplot as plt 
plt.plot([1,2,3])

The error is:

/usr/local/lib/python2.6/dist-packages/matplotlib/backends/__init__.py:41: UserWarning: 
Your currently selected backend, 'agg' does not support show().
Please select a GUI backend in your matplotlibrc file ('/usr/local/lib/python2.6/dist-packages/matplotlib/mpl-data/matplotlibrc')
or with matplotlib.use()
  (backend, matplotlib.matplotlib_fname()))

Here is the error:

>>> matplotlib.use('GTK')
>>> import matplotlib.pyplot as plt
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/usr/local/lib/python2.6/dist-packages/matplotlib/pyplot.py", line 95, in <module>
    new_figure_manager, draw_if_interactive, show = pylab_setup()
  File "/usr/local/lib/python2.6/dist-packages/matplotlib/backends/__init__.py", line 25, in pylab_setup
    globals(),locals(),[backend_name])
  File "/usr/local/lib/python2.6/dist-packages/matplotlib/backends/backend_gtk.py", line 28, in <module>
    from matplotlib.backends.backend_gdk import RendererGDK, FigureCanvasGDK 
  File "/usr/local/lib/python2.6/dist-packages/matplotlib/backends/backend_gdk.py", line 29, in <module>
    from matplotlib.backends._backend_gdk import pixbuf_get_pixels_array
ImportError: No module named _backend_gdk

Upvotes: 124

Views: 278503

Answers (8)

Andrea Spadaccini
Andrea Spadaccini

Reputation: 12651

Your currently selected backend, 'agg' does not support show().

AGG backend is for writing to file, not for rendering in a window. See the backend FAQ at the matplotlib web site.

ImportError: No module named _backend_gdk

For the second error, maybe your matplotlib distribution is not compiled with GTK support, or you miss the PyGTK package. Try to install it.

Do you call the show() method inside a terminal or application that has access to a graphical environment?

Try other GUI backends, in this order:

  • TkAgg
  • wxAgg
  • Qt5Agg
  • Qt4Agg

Upvotes: 121

Ali Erkan
Ali Erkan

Reputation: 59

For new comers,

matplotlib.pyplot.switch_backend(newbackend)

Upvotes: 5

Grizzle
Grizzle

Reputation: 569

You can also try viewing the graph in a browser.

Use the following:

matplotlib.use('WebAgg')

Upvotes: 7

Friedrich
Friedrich

Reputation: 209

Before starting python, you can do in bash

export MPLBACKEND=TkAgg

Upvotes: 6

BenC
BenC

Reputation: 8976

This can also be set in the configuration file matplotlibrc (as explained in the error message), for instance:

# The default backend; one of GTK GTKAgg GTKCairo GTK3Agg GTK3Cairo
# CocoaAgg MacOSX Qt4Agg Qt5Agg TkAgg WX WXAgg Agg Cairo GDK PS PDF SVG
backend : Agg

That way, the backend does not need to be hardcoded if the code is shared with other people. For more information, check the documentation.

Upvotes: 22

Ben
Ben

Reputation: 9723

FYI, I found I needed to put matplotlib.use('Agg') first in Python import order. For what I was doing (unit testing needed to be headless) that meant putting

import matplotlib
matplotlib.use('Agg')

at the top of my master test script. I didn't have to touch any other files.

Upvotes: 42

btwe
btwe

Reputation: 19

I hit this when trying to compile python, numpy, scipy, matplotlib in my own VIRTUAL_ENV

Before installing matplotlib you have to build and install: pygobject pycairo pygtk

And then do it with matplotlib: Before building matplotlib check with 'python ./setup.py build --help' if 'gtkagg' backend is enabled. Then build and install

Before export PKG_CONFIG_PATH=$VIRTUAL_ENV/lib/pkgconfig

Upvotes: 1

Jim Brissom
Jim Brissom

Reputation: 32969

The errors you posted are unrelated. The first one is due to you selecting a backend that is not meant for interactive use, i.e. agg. You can still use (and should use) those for the generation of plots in scripts that don't require user interaction.

If you want an interactive lab-environment, as in Matlab/Pylab, you'd obviously import a backend supporting gui usage, such as Qt4Agg (needs Qt and AGG), GTKAgg (GTK an AGG) or WXAgg (wxWidgets and Agg).

I'd start by trying to use WXAgg, apart from that it really depends on how you installed Python and matplotlib (source, package etc.)

Upvotes: 7

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