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Python

import itertools
import numpy
import matplotlib.pyplot as plt
from matplotlib.testing.decorators import image_comparison
import pytest
def check_shared(axs, x_shared, y_shared):
"""
x_shared and y_shared are n x n boolean matrices; entry (i, j) indicates
whether the x (or y) axes of subplots i and j should be shared.
"""
for (i1, ax1), (i2, ax2), (i3, (name, shared)) in itertools.product(
enumerate(axs),
enumerate(axs),
enumerate(zip("xy", [x_shared, y_shared]))):
if i2 <= i1:
continue
assert \
(getattr(axs[0], "_shared_{}_axes".format(name)).joined(ax1, ax2)
== shared[i1, i2]), \
"axes %i and %i incorrectly %ssharing %s axis" % (
i1, i2, "not " if shared[i1, i2] else "", name)
def check_visible(axs, x_visible, y_visible):
for i, (ax, vx, vy) in enumerate(zip(axs, x_visible, y_visible)):
for l in ax.get_xticklabels() + [ax.get_xaxis().offsetText]:
assert l.get_visible() == vx, \
f"Visibility of x axis #{i} is incorrectly {vx}"
for l in ax.get_yticklabels() + [ax.get_yaxis().offsetText]:
assert l.get_visible() == vy, \
f"Visibility of y axis #{i} is incorrectly {vy}"
def test_shared():
rdim = (4, 4, 2)
share = {
'all': numpy.ones(rdim[:2], dtype=bool),
'none': numpy.zeros(rdim[:2], dtype=bool),
'row': numpy.array([
[False, True, False, False],
[True, False, False, False],
[False, False, False, True],
[False, False, True, False]]),
'col': numpy.array([
[False, False, True, False],
[False, False, False, True],
[True, False, False, False],
[False, True, False, False]]),
}
visible = {
'x': {
'all': [False, False, True, True],
'col': [False, False, True, True],
'row': [True] * 4,
'none': [True] * 4,
False: [True] * 4,
True: [False, False, True, True],
},
'y': {
'all': [True, False, True, False],
'col': [True] * 4,
'row': [True, False, True, False],
'none': [True] * 4,
False: [True] * 4,
True: [True, False, True, False],
},
}
share[False] = share['none']
share[True] = share['all']
# test default
f, ((a1, a2), (a3, a4)) = plt.subplots(2, 2)
axs = [a1, a2, a3, a4]
check_shared(axs, share['none'], share['none'])
plt.close(f)
# test all option combinations
ops = [False, True, 'all', 'none', 'row', 'col']
for xo in ops:
for yo in ops:
f, ((a1, a2), (a3, a4)) = plt.subplots(2, 2, sharex=xo, sharey=yo)
axs = [a1, a2, a3, a4]
check_shared(axs, share[xo], share[yo])
check_visible(axs, visible['x'][xo], visible['y'][yo])
plt.close(f)
# test label_outer
f, ((a1, a2), (a3, a4)) = plt.subplots(2, 2, sharex=True, sharey=True)
axs = [a1, a2, a3, a4]
for ax in axs:
ax.label_outer()
check_visible(axs, [False, False, True, True], [True, False, True, False])
def test_label_outer_span():
fig = plt.figure()
gs = fig.add_gridspec(3, 3)
# +---+---+---+
# | 1 | |
# +---+---+---+
# | | | 3 |
# + 2 +---+---+
# | | 4 | |
# +---+---+---+
a1 = fig.add_subplot(gs[0, 0:2])
a2 = fig.add_subplot(gs[1:3, 0])
a3 = fig.add_subplot(gs[1, 2])
a4 = fig.add_subplot(gs[2, 1])
for ax in fig.axes:
ax.label_outer()
check_visible(
fig.axes, [False, True, False, True], [True, True, False, False])
def test_shared_and_moved():
# test if sharey is on, but then tick_left is called that labels don't
# re-appear. Seaborn does this just to be sure yaxis is on left...
f, (a1, a2) = plt.subplots(1, 2, sharey=True)
check_visible([a2], [True], [False])
a2.yaxis.tick_left()
check_visible([a2], [True], [False])
f, (a1, a2) = plt.subplots(2, 1, sharex=True)
check_visible([a1], [False], [True])
a2.xaxis.tick_bottom()
check_visible([a1], [False], [True])
def test_exceptions():
# TODO should this test more options?
with pytest.raises(ValueError):
plt.subplots(2, 2, sharex='blah')
with pytest.raises(ValueError):
plt.subplots(2, 2, sharey='blah')
# We filter warnings in this test which are genuine since
# the point of this test is to ensure that this raises.
with pytest.warns(UserWarning, match='.*sharex argument to subplots'), \
pytest.raises(ValueError):
plt.subplots(2, 2, -1)
with pytest.warns(UserWarning, match='.*sharex argument to subplots'), \
pytest.raises(ValueError):
plt.subplots(2, 2, 0)
with pytest.warns(UserWarning, match='.*sharex argument to subplots'), \
pytest.raises(ValueError):
plt.subplots(2, 2, 5)
@image_comparison(['subplots_offset_text'], remove_text=False)
def test_subplots_offsettext():
x = numpy.arange(0, 1e10, 1e9)
y = numpy.arange(0, 100, 10)+1e4
fig, axs = plt.subplots(2, 2, sharex='col', sharey='all')
axs[0, 0].plot(x, x)
axs[1, 0].plot(x, x)
axs[0, 1].plot(y, x)
axs[1, 1].plot(y, x)
def test_get_gridspec():
# ahem, pretty trivial, but...
fig, ax = plt.subplots()
assert ax.get_subplotspec().get_gridspec() == ax.get_gridspec()
def test_dont_mutate_kwargs():
subplot_kw = {'sharex': 'all'}
gridspec_kw = {'width_ratios': [1, 2]}
fig, ax = plt.subplots(1, 2, subplot_kw=subplot_kw,
gridspec_kw=gridspec_kw)
assert subplot_kw == {'sharex': 'all'}
assert gridspec_kw == {'width_ratios': [1, 2]}