How to save figures to pdf as raster images in Matplotlib?

MatplotlibPythonData Visualization

To save figures to pdf as raster images in Matplotlib, we can take the following steps −

  • Set the figure size and adjust the padding between and around the subplots.
  • Create a new figure or activate an existing figure.
  • Add an axes to the figure as part of a subplot arrangement.
  • Create random data using numpy.
  • Display the data as an image, i.e., on a 2D regular raster.
  • Save the plot as pdf format.

Example

import numpy as np
import matplotlib.pyplot as plt

plt.rcParams["figure.figsize"] = [7.50, 3.50]
plt.rcParams["figure.autolayout"] = True

fig = plt.figure()
ax = fig.add_subplot(111, rasterized=True)
data = np.random.rand(5, 5)

ax.imshow(data, cmap="copper", aspect=True, interpolation="nearest")

plt.savefig("rasterized.pdf")

Output

When we execute the code, it will save the following plot in the project directory with the name "rasterized.pdf".

raja
Published on 15-Jun-2021 13:04:36
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