I want to generate a vector plot with matplotlib. I tried hard - but the output is a raster image. Here's what I use:
import matplotlib
matplotlib.use('Agg')
import matplotlib.pyplot as plt
and finally:
myfig.savefig('myfig.eps', format='eps')
I've found that export to ps
gives a vector image, but the problem with eps
remains.
MatPlotLib with PythonCreate a matrix of 2×3 dimension. Create an origin point, from where vecors could be originated. Plot a 3D fields of arrows using quiver() method with origin, data, colors and scale=15.
You can visualize a vector field by plotting vectors on a regular grid, by plotting a selection of streamlines, or by using a gradient color scheme to illustrate vector and streamline densities. You can also plot a vector field from a list of vectors as opposed to a mapping.
Quiver plot is basically a type of 2D plot which shows vector lines as arrows. This type of plots are useful in Electrical engineers to visualize electrical potential and show stress gradients in Mechanical engineering.
I use the following code:
from matplotlib import pyplot as plt
fig, ax = plt.subplots() # or
fig.savefig('filename.eps', format='eps')
If you need emf files as output format, e.g. to insert high quality plots into ms word/powerpoint and you are willing to use inkscape as converter you can apply this solution:
from matplotlib import pyplot as plt
import subprocess, os
def plot_as_emf(figure, **kwargs):
inkscape_path = kwargs.get('inkscape', "C://Program Files//Inkscape//inkscape.exe")
filepath = kwargs.get('filename', None)
if filepath is not None:
path, filename = os.path.split(filepath)
filename, extension = os.path.splitext(filename)
svg_filepath = os.path.join(path, filename+'.svg')
emf_filepath = os.path.join(path, filename+'.emf')
figure.savefig(svg_filepath, format='svg')
subprocess.call([inkscape_path, svg_filepath, '--export-emf', emf_filepath])
os.remove(svg_filepath)
In order to test this function you can run a simple example:
plt.plot([1,2], [4,5])
fig = plt.gcf()
plot_as_emf(fig, filename="C:/test.emf")
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