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"""
==============================
Draw regions that span an Axes
==============================
`~.Axes.axhspan` and `~.Axes.axvspan` draw rectangles that span the Axes in either
the horizontal or vertical direction and are bounded in the other direction. They are
often used to highlight data regions.
"""
import matplotlib.pyplot as plt
import numpy as np
fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(7, 3))
np.random.seed(19680801)
s = 2.9 * np.convolve(np.random.randn(500), np.ones(30) / 30, mode='valid')
ax1.plot(s)
ax1.axhspan(-1, 1, alpha=0.1)
ax1.set(ylim=(-1.5, 1.5), title="axhspan")
mu = 8
sigma = 2
x = np.linspace(0, 16, 401)
y = np.exp(-((x-mu)**2)/(2*sigma**2))
ax2.axvspan(mu-2*sigma, mu-sigma, color='0.95')
ax2.axvspan(mu-sigma, mu+sigma, color='0.9')
ax2.axvspan(mu+sigma, mu+2*sigma, color='0.95')
ax2.axvline(mu, color='darkgrey', linestyle='--')
ax2.plot(x, y)
ax2.set(title="axvspan")
plt.show()
# %%
#
# .. admonition:: References
#
# The use of the following functions, methods, classes and modules is shown
# in this example:
#
# - `matplotlib.axes.Axes.axhspan` / `matplotlib.pyplot.axhspan`
# - `matplotlib.axes.Axes.axvspan` / `matplotlib.pyplot.axvspan`
#
#
# .. seealso::
#
# `~.Axes.axhline`, `~.Axes.axvline`, `~.Axes.axline` draw infinite lines.
#
# .. tags::
#
# styling: shape
# plot-type: line
# level: beginner
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