"""
======================================================
Controlling view limits using margins and sticky_edges
======================================================

The first figure in this example shows how to zoom in and out of a
plot using `~.Axes.margins` instead of `~.Axes.set_xlim` and
`~.Axes.set_ylim`. The second figure demonstrates the concept of
edge "stickiness" introduced by certain methods and artists and how
to effectively work around that.

"""

import numpy as np
import matplotlib.pyplot as plt


def f(t):
    return np.exp(-t) * np.cos(2*np.pi*t)


t1 = np.arange(0.0, 3.0, 0.01)

ax1 = plt.subplot(212)
ax1.margins(0.05)           # Default margin is 0.05, value 0 means fit
ax1.plot(t1, f(t1))

ax2 = plt.subplot(221)
ax2.margins(2, 2)           # Values >0.0 zoom out
ax2.plot(t1, f(t1))
ax2.set_title('Zoomed out')

ax3 = plt.subplot(222)
ax3.margins(x=0, y=-0.25)   # Values in (-0.5, 0.0) zooms in to center
ax3.plot(t1, f(t1))
ax3.set_title('Zoomed in')

plt.show()


#############################################################################
#
# On the "stickiness" of certain plotting methods
# """""""""""""""""""""""""""""""""""""""""""""""
#
# Some plotting functions make the axis limits "sticky" or immune to the will
# of the `~.Axes.margins` methods. For instance, `~.Axes.imshow` and
# `~.Axes.pcolor` expect the user to want the limits to be tight around the
# pixels shown in the plot. If this behavior is not desired, you need to set
# `~.Axes.use_sticky_edges` to `False`. Consider the following example:

y, x = np.mgrid[:5, 1:6]
poly_coords = [
    (0.25, 2.75), (3.25, 2.75),
    (2.25, 0.75), (0.25, 0.75)
]
fig, (ax1, ax2) = plt.subplots(ncols=2)

# Here we set the stickiness of the axes object...
# ax1 we'll leave as the default, which uses sticky edges
# and we'll turn off stickiness for ax2
ax2.use_sticky_edges = False

for ax, status in zip((ax1, ax2), ('Is', 'Is Not')):
    cells = ax.pcolor(x, y, x+y, cmap='inferno')  # sticky
    ax.add_patch(
        plt.Polygon(poly_coords, color='forestgreen', alpha=0.5)
    )  # not sticky
    ax.margins(x=0.1, y=0.05)
    ax.set_aspect('equal')
    ax.set_title('{} Sticky'.format(status))

plt.show()


#############################################################################
#
# ------------
#
# References
# """"""""""
#
# The use of the following functions, methods is shown
# in this example:

import matplotlib
matplotlib.axes.Axes.margins
matplotlib.pyplot.margins
matplotlib.axes.Axes.use_sticky_edges
matplotlib.axes.Axes.pcolor
matplotlib.pyplot.pcolor
matplotlib.pyplot.Polygon
