I want to save matplotlib animation in gif format.
I succeded to save animation to mp4 format, using code
import matplotlib
matplotlib.use("Agg")
~some codes~
ani = animation.FuncAnimation(fig, draw, update, interval=10, blit=False)
mywriter = animation.FFMpegWriter(fps=60)
ani.save('myanimation.mp4',writer=mywriter)
but if I change myanimation.mp4 to gif format, python makes error
Traceback (most recent call last):
File "C:\Users\Administrator\Desktop\edison\Edison_v4_backup_1\ver5.py", line 164, in <module>
ani.save('demoanimation.gif',writer=mywriter);
File "C:\Python27\lib\site-packages\matplotlib\animation.py", line 718, in save
writer.grab_frame(**savefig_kwargs)
File "C:\Python27\lib\site-packages\matplotlib\animation.py", line 204, in grab_frame
dpi=self.dpi, **savefig_kwargs)
File "C:\Python27\lib\site-packages\matplotlib\figure.py", line 1421, in savefig
self.canvas.print_figure(*args, **kwargs)
File "C:\Python27\lib\site-packages\matplotlib\backend_bases.py", line 2220, in print_figure
**kwargs)
File "C:\Python27\lib\site-packages\matplotlib\backends\backend_agg.py", line 497, in print_raw
renderer._renderer.write_rgba(filename_or_obj)
RuntimeError: Error writing to file
Seeing that I succeded to save in mp4 format, I don't know why it makes error when saving gif format.
To save an animation, we can use Animation. save() or Animation.
To save this animation as an mp4 you can simply call ani. save() . If you just want to take a look at it before you save it call plt. show() instead.
The PillowWriter class from matplotlib. animation is a writer that allows us to save animations we create in matplotlib . Pillow is a fork of the Python Image Library (PIL). Both PIL and Pillow come with matplotlib .
Animations in Matplotlib can be made by using the Animation class in two ways: By calling a function over and over: It uses a predefined function which when ran again and again creates an animation. By using fixed objects: Some animated artistic objects when combined with others yield an animation scene.
This is because matplotlib
does not support GIFs without external programs. If you have imagemagick
correctly installed and configured, this should work:
import matplotlib
matplotlib.use('Agg')
import matplotlib.pyplot as plt
import matplotlib.animation
import numpy as np
def init_animation():
global line
line, = ax.plot(x, np.zeros_like(x))
ax.set_xlim(0, 2*np.pi)
ax.set_ylim(-1,1)
def animate(i):
line.set_ydata(np.sin(2*np.pi*i / 50)*np.sin(x))
return line,
fig = plt.figure()
ax = fig.add_subplot(111)
x = np.linspace(0, 2*np.pi, 200)
ani = matplotlib.animation.FuncAnimation(fig, animate, init_func=init_animation, frames=50)
ani.save('/tmp/animation.gif', writer='imagemagick', fps=30)
Just a reminder, before you use Matplotlib and ImageMagick to convert images or videos to gif, you need to modify Matplotlib's config and add ImageMagick's path.
The following code will show you the config file path of Matplotlib
import matplotlib
matplotlib.matplotlib_fname()
For me the path is
C:\Anaconda\lib\site-packages\matplotlib\mpl-data\matplotlibrc
Then changing animation.convert_path
#animation.convert_path: 'convert' # Path to ImageMagick's convert binary.
# On Windows use the full path since convert
# is also the name of a system tool.
by adding convert.exe path to it
animation.convert_path: C:\Program Files\ImageMagick-6.9.2-Q16-HDRI\convert.exe
Don't forget to remove the #
before animation.convert_path
.
After the above modification, Matplotlib and ImageMagick will perfectly work and output the gif
file you want.
Hope it helps.
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