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import
gc
import
platform
import
numpy
as
np
import
pytest
import
matplotlib
as
mpl
from
matplotlib
.
testing
.
decorators
import
image_comparison
import
matplotlib
.
pyplot
as
plt
import
matplotlib
.
transforms
as
mtransforms
from
matplotlib
import
gridspec
,
ticker
pytestmark
=
[
pytest
.
mark
.
usefixtures
(
'text_placeholders'
)
]
def
example_plot
(
ax
,
fontsize
=
12
,
nodec
=
False
):
ax
.
plot
([
1
,
2
])
ax
.
locator_params
(
nbins
=
3
)
if
not
nodec
:
ax
.
set_xlabel
(
'x-label'
,
fontsize
=
fontsize
)
ax
.
set_ylabel
(
'y-label'
,
fontsize
=
fontsize
)
ax
.
set_title
(
'Title'
,
fontsize
=
fontsize
)
else
:
ax
.
set_xticklabels
([])
ax
.
set_yticklabels
([])
def
example_pcolor
(
ax
,
fontsize
=
12
):
dx
,
dy
=
0.6
,
0.6
y
,
x
=
np
.
mgrid
[
slice
(
-
3
,
3
+
dy
,
dy
),
slice
(
-
3
,
3
+
dx
,
dx
)]
z
=
(
1
-
x
/
2.
+
x
**
5
+
y
**
3
)
*
np
.
exp
(
-
x
**
2
-
y
**
2
)
pcm
=
ax
.
pcolormesh
(
x
,
y
,
z
[:
-
1
, :
-
1
],
cmap
=
'RdBu_r'
,
vmin
=
-
1.
,
vmax
=
1.
,
rasterized
=
True
)
ax
.
set_xlabel
(
'x-label'
,
fontsize
=
fontsize
)
ax
.
set_ylabel
(
'y-label'
,
fontsize
=
fontsize
)
ax
.
set_title
(
'Title'
,
fontsize
=
fontsize
)
return
pcm
@
image_comparison
([
'constrained_layout1.png'
],
style
=
'mpl20'
)
def
test_constrained_layout1
():
"""Test constrained_layout for a single subplot"""
fig
=
plt
.
figure
(
layout
=
"constrained"
)
ax
=
fig
.
add_subplot
()
example_plot
(
ax
,
fontsize
=
24
)
@
image_comparison
([
'constrained_layout2.png'
],
style
=
'mpl20'
)
def
test_constrained_layout2
():
"""Test constrained_layout for 2x2 subplots"""
fig
,
axs
=
plt
.
subplots
(
2
,
2
,
layout
=
"constrained"
)
for
ax
in
axs
.
flat
:
example_plot
(
ax
,
fontsize
=
24
)
@
image_comparison
([
'constrained_layout3.png'
],
style
=
'mpl20'
)
def
test_constrained_layout3
():
"""Test constrained_layout for colorbars with subplots"""
fig
,
axs
=
plt
.
subplots
(
2
,
2
,
layout
=
"constrained"
)
for
nn
,
ax
in
enumerate
(
axs
.
flat
):
pcm
=
example_pcolor
(
ax
,
fontsize
=
24
)
if
nn
==
3
:
pad
=
0.08
else
:
pad
=
0.02
# default
fig
.
colorbar
(
pcm
,
ax
=
ax
,
pad
=
pad
)
@
image_comparison
([
'constrained_layout4.png'
],
style
=
'mpl20'
)
def
test_constrained_layout4
():
"""Test constrained_layout for a single colorbar with subplots"""
fig
,
axs
=
plt
.
subplots
(
2
,
2
,
layout
=
"constrained"
)
for
ax
in
axs
.
flat
:
pcm
=
example_pcolor
(
ax
,
fontsize
=
24
)
fig
.
colorbar
(
pcm
,
ax
=
axs
,
pad
=
0.01
,
shrink
=
0.6
)
@
image_comparison
([
'constrained_layout5.png'
],
style
=
'mpl20'
)
def
test_constrained_layout5
():
"""
Test constrained_layout for a single colorbar with subplots,
colorbar bottom
"""
fig
,
axs
=
plt
.
subplots
(
2
,
2
,
layout
=
"constrained"
)
for
ax
in
axs
.
flat
:
pcm
=
example_pcolor
(
ax
,
fontsize
=
24
)
fig
.
colorbar
(
pcm
,
ax
=
axs
,
use_gridspec
=
False
,
pad
=
0.01
,
shrink
=
0.6
,
location
=
'bottom'
)
@
image_comparison
([
'constrained_layout6.png'
],
style
=
'mpl20'
)
def
test_constrained_layout6
():
"""Test constrained_layout for nested gridspecs"""
fig
=
plt
.
figure
(
layout
=
"constrained"
)
gs
=
fig
.
add_gridspec
(
1
,
2
,
figure
=
fig
)
gsl
=
gs
[
0
].
subgridspec
(
2
,
2
)
gsr
=
gs
[
1
].
subgridspec
(
1
,
2
)
axsl
=
[]
for
gs
in
gsl
:
ax
=
fig
.
add_subplot
(
gs
)
axsl
+=
[
ax
]
example_plot
(
ax
,
fontsize
=
12
)
ax
.
set_xlabel
(
'x-label
\n
MultiLine'
)
axsr
=
[]
for
gs
in
gsr
:
ax
=
fig
.
add_subplot
(
gs
)
axsr
+=
[
ax
]
pcm
=
example_pcolor
(
ax
,
fontsize
=
12
)
fig
.
colorbar
(
pcm
,
ax
=
axsr
,
pad
=
0.01
,
shrink
=
0.99
,
location
=
'bottom'
,
ticks
=
ticker
.
MaxNLocator
(
nbins
=
5
))
def
test_identical_subgridspec
():
fig
=
plt
.
figure
(
constrained_layout
=
True
)
GS
=
fig
.
add_gridspec
(
2
,
1
)
GSA
=
GS
[
0
].
subgridspec
(
1
,
3
)
GSB
=
GS
[
1
].
subgridspec
(
1
,
3
)
axa
=
[]
axb
=
[]
for
i
in
range
(
3
):
axa
+=
[
fig
.
add_subplot
(
GSA
[
i
])]
axb
+=
[
fig
.
add_subplot
(
GSB
[
i
])]
fig
.
draw_without_rendering
()
# check first row above second
assert
axa
[
0
].
get_position
().
y0
>
axb
[
0
].
get_position
().
y1
def
test_constrained_layout7
():
"""Test for proper warning if fig not set in GridSpec"""
with
pytest
.
warns
(
UserWarning
,
match
=
(
'There are no gridspecs with layoutgrids. '
'Possibly did not call parent GridSpec with '
'the "figure" keyword'
)):
fig
=
plt
.
figure
(
layout
=
"constrained"
)
gs
=
gridspec
.
GridSpec
(
1
,
2
)
gsl
=
gridspec
.
GridSpecFromSubplotSpec
(
2
,
2
,
gs
[
0
])
gsr
=
gridspec
.
GridSpecFromSubplotSpec
(
1
,
2
,
gs
[
1
])
for
gs
in
gsl
:
fig
.
add_subplot
(
gs
)
# need to trigger a draw to get warning
fig
.
draw_without_rendering
()
@
image_comparison
([
'constrained_layout8.png'
],
style
=
'mpl20'
)
def
test_constrained_layout8
():
"""Test for gridspecs that are not completely full"""
fig
=
plt
.
figure
(
figsize
=
(
10
,
5
),
layout
=
"constrained"
)
gs
=
gridspec
.
GridSpec
(
3
,
5
,
figure
=
fig
)
axs
=
[]
for
j
in
[
0
,
1
]:
if
j
==
0
:
ilist
=
[
1
]
else
:
ilist
=
[
0
,
4
]
for
i
in
ilist
:
ax
=
fig
.
add_subplot
(
gs
[
j
,
i
])
axs
+=
[
ax
]
example_pcolor
(
ax
,
fontsize
=
9
)
if
i
>
0
:
ax
.
set_ylabel
(
''
)
if
j
<
1
:
ax
.
set_xlabel
(
''
)
ax
.
set_title
(
''
)
ax
=
fig
.
add_subplot
(
gs
[
2
, :])
axs
+=
[
ax
]
pcm
=
example_pcolor
(
ax
,
fontsize
=
9
)
fig
.
colorbar
(
pcm
,
ax
=
axs
,
pad
=
0.01
,
shrink
=
0.6
)
@
image_comparison
([
'constrained_layout9.png'
],
style
=
'mpl20'
)
def
test_constrained_layout9
():
"""Test for handling suptitle and for sharex and sharey"""
fig
,
axs
=
plt
.
subplots
(
2
,
2
,
layout
=
"constrained"
,
sharex
=
False
,
sharey
=
False
)
for
ax
in
axs
.
flat
:
pcm
=
example_pcolor
(
ax
,
fontsize
=
24
)
ax
.
set_xlabel
(
''
)
ax
.
set_ylabel
(
''
)
ax
.
set_aspect
(
2.
)
fig
.
colorbar
(
pcm
,
ax
=
axs
,
pad
=
0.01
,
shrink
=
0.6
)
fig
.
suptitle
(
'Test Suptitle'
,
fontsize
=
28
)
@
image_comparison
([
'constrained_layout10.png'
],
style
=
'mpl20'
,
tol
=
0
if
platform
.
machine
()
==
'x86_64'
else
0.032
)
def
test_constrained_layout10
():
"""Test for handling legend outside axis"""
fig
,
axs
=
plt
.
subplots
(
2
,
2
,
layout
=
"constrained"
)
for
ax
in
axs
.
flat
:
ax
.
plot
(
np
.
arange
(
12
),
label
=
'This is a label'
)
ax
.
legend
(
loc
=
'center left'
,
bbox_to_anchor
=
(
0.8
,
0.5
))
@
image_comparison
([
'constrained_layout11.png'
],
style
=
'mpl20'
)
def
test_constrained_layout11
():
"""Test for multiple nested gridspecs"""
fig
=
plt
.
figure
(
layout
=
"constrained"
,
figsize
=
(
13
,
3
))
gs0
=
gridspec
.
GridSpec
(
1
,
2
,
figure
=
fig
)
gsl
=
gridspec
.
GridSpecFromSubplotSpec
(
1
,
2
,
gs0
[
0
])
gsl0
=
gridspec
.
GridSpecFromSubplotSpec
(
2
,
2
,
gsl
[
1
])
ax
=
fig
.
add_subplot
(
gs0
[
1
])
example_plot
(
ax
,
fontsize
=
9
)
axs
=
[]
for
gs
in
gsl0
:
ax
=
fig
.
add_subplot
(
gs
)
axs
+=
[
ax
]
pcm
=
example_pcolor
(
ax
,
fontsize
=
9
)
fig
.
colorbar
(
pcm
,
ax
=
axs
,
shrink
=
0.6
,
aspect
=
70.
)
ax
=
fig
.
add_subplot
(
gsl
[
0
])
example_plot
(
ax
,
fontsize
=
9
)
@
image_comparison
([
'constrained_layout11rat.png'
],
style
=
'mpl20'
)
def
test_constrained_layout11rat
():
"""Test for multiple nested gridspecs with width_ratios"""
fig
=
plt
.
figure
(
layout
=
"constrained"
,
figsize
=
(
10
,
3
))
gs0
=
gridspec
.
GridSpec
(
1
,
2
,
figure
=
fig
,
width_ratios
=
[
6
,
1
])
gsl
=
gridspec
.
GridSpecFromSubplotSpec
(
1
,
2
,
gs0
[
0
])
gsl0
=
gridspec
.
GridSpecFromSubplotSpec
(
2
,
2
,
gsl
[
1
],
height_ratios
=
[
2
,
1
])
ax
=
fig
.
add_subplot
(
gs0
[
1
])
example_plot
(
ax
,
fontsize
=
9
)
axs
=
[]
for
gs
in
gsl0
:
ax
=
fig
.
add_subplot
(
gs
)
axs
+=
[
ax
]
pcm
=
example_pcolor
(
ax
,
fontsize
=
9
)
fig
.
colorbar
(
pcm
,
ax
=
axs
,
shrink
=
0.6
,
aspect
=
70.
)
ax
=
fig
.
add_subplot
(
gsl
[
0
])
example_plot
(
ax
,
fontsize
=
9
)
@
image_comparison
([
'constrained_layout12.png'
],
style
=
'mpl20'
)
def
test_constrained_layout12
():
"""Test that very unbalanced labeling still works."""
fig
=
plt
.
figure
(
layout
=
"constrained"
,
figsize
=
(
6
,
8
))
gs0
=
gridspec
.
GridSpec
(
6
,
2
,
figure
=
fig
)
ax1
=
fig
.
add_subplot
(
gs0
[:
3
,
1
])
ax2
=
fig
.
add_subplot
(
gs0
[
3
:,
1
])
example_plot
(
ax1
,
fontsize
=
18
)
example_plot
(
ax2
,
fontsize
=
18
)
ax
=
fig
.
add_subplot
(
gs0
[
0
:
2
,
0
])
example_plot
(
ax
,
nodec
=
True
)
ax
=
fig
.
add_subplot
(
gs0
[
2
:
4
,
0
])
example_plot
(
ax
,
nodec
=
True
)
ax
=
fig
.
add_subplot
(
gs0
[
4
:,
0
])
example_plot
(
ax
,
nodec
=
True
)
ax
.
set_xlabel
(
'x-label'
)
@
image_comparison
([
'constrained_layout13.png'
],
style
=
'mpl20'
)
def
test_constrained_layout13
():
"""Test that padding works."""
fig
,
axs
=
plt
.
subplots
(
2
,
2
,
layout
=
"constrained"
)
for
ax
in
axs
.
flat
:
pcm
=
example_pcolor
(
ax
,
fontsize
=
12
)
fig
.
colorbar
(
pcm
,
ax
=
ax
,
shrink
=
0.6
,
aspect
=
20.
,
pad
=
0.02
)
with
pytest
.
raises
(
TypeError
):
fig
.
get_layout_engine
().
set
(
wpad
=
1
,
hpad
=
2
)
fig
.
get_layout_engine
().
set
(
w_pad
=
24.
/
72.
,
h_pad
=
24.
/
72.
)
@
image_comparison
([
'constrained_layout14.png'
],
style
=
'mpl20'
)
def
test_constrained_layout14
():
"""Test that padding works."""
fig
,
axs
=
plt
.
subplots
(
2
,
2
,
layout
=
"constrained"
)
for
ax
in
axs
.
flat
:
pcm
=
example_pcolor
(
ax
,
fontsize
=
12
)
fig
.
colorbar
(
pcm
,
ax
=
ax
,
shrink
=
0.6
,
aspect
=
20.
,
pad
=
0.02
)
fig
.
get_layout_engine
().
set
(
w_pad
=
3.
/
72.
,
h_pad
=
3.
/
72.
,
hspace
=
0.2
,
wspace
=
0.2
)
@
image_comparison
([
'constrained_layout15.png'
],
style
=
'mpl20'
)
def
test_constrained_layout15
():
"""Test that rcparams work."""
mpl
.
rcParams
[
'figure.constrained_layout.use'
]
=
True
fig
,
axs
=
plt
.
subplots
(
2
,
2
)
for
ax
in
axs
.
flat
:
example_plot
(
ax
,
fontsize
=
12
)
@
image_comparison
([
'constrained_layout16.png'
],
style
=
'mpl20'
)
def
test_constrained_layout16
():
"""Test ax.set_position."""
fig
,
ax
=
plt
.
subplots
(
layout
=
"constrained"
)
example_plot
(
ax
,
fontsize
=
12
)
ax2
=
fig
.
add_axes
((
0.2
,
0.2
,
0.4
,
0.4
))
@
image_comparison
([
'constrained_layout17.png'
],
style
=
'mpl20'
)
def
test_constrained_layout17
():
"""Test uneven gridspecs"""
fig
=
plt
.
figure
(
layout
=
"constrained"
)
gs
=
gridspec
.
GridSpec
(
3
,
3
,
figure
=
fig
)
ax1
=
fig
.
add_subplot
(
gs
[
0
,
0
])
ax2
=
fig
.
add_subplot
(
gs
[
0
,
1
:])
ax3
=
fig
.
add_subplot
(
gs
[
1
:,
0
:
2
])
ax4
=
fig
.
add_subplot
(
gs
[
1
:,
-
1
])
example_plot
(
ax1
)
example_plot
(
ax2
)
example_plot
(
ax3
)
example_plot
(
ax4
)
def
test_constrained_layout18
():
"""Test twinx"""
fig
,
ax
=
plt
.
subplots
(
layout
=
"constrained"
)
ax2
=
ax
.
twinx
()
example_plot
(
ax
)
example_plot
(
ax2
,
fontsize
=
24
)
fig
.
draw_without_rendering
()
assert
all
(
ax
.
get_position
().
extents
==
ax2
.
get_position
().
extents
)
def
test_constrained_layout19
():
"""Test twiny"""
fig
,
ax
=
plt
.
subplots
(
layout
=
"constrained"
)
ax2
=
ax
.
twiny
()
example_plot
(
ax
)
example_plot
(
ax2
,
fontsize
=
24
)
ax2
.
set_title
(
''
)
ax
.
set_title
(
''
)
fig
.
draw_without_rendering
()
assert
all
(
ax
.
get_position
().
extents
==
ax2
.
get_position
().
extents
)
def
test_constrained_layout20
():
"""Smoke test cl does not mess up added Axes"""
gx
=
np
.
linspace
(
-
5
,
5
,
4
)
img
=
np
.
hypot
(
gx
,
gx
[:,
None
])
fig
=
plt
.
figure
()
ax
=
fig
.
add_axes
((
0
,
0
,
1
,
1
))
mesh
=
ax
.
pcolormesh
(
gx
,
gx
,
img
[:
-
1
, :
-
1
])
fig
.
colorbar
(
mesh
)
def
test_constrained_layout21
():
"""#11035: repeated calls to suptitle should not alter the layout"""
fig
,
ax
=
plt
.
subplots
(
layout
=
"constrained"
)
fig
.
suptitle
(
"Suptitle0"
)
fig
.
draw_without_rendering
()
extents0
=
np
.
copy
(
ax
.
get_position
().
extents
)
fig
.
suptitle
(
"Suptitle1"
)
fig
.
draw_without_rendering
()
extents1
=
np
.
copy
(
ax
.
get_position
().
extents
)
np
.
testing
.
assert_allclose
(
extents0
,
extents1
)
def
test_constrained_layout22
():
"""#11035: suptitle should not be include in CL if manually positioned"""
fig
,
ax
=
plt
.
subplots
(
layout
=
"constrained"
)
fig
.
draw_without_rendering
()
extents0
=
np
.
copy
(
ax
.
get_position
().
extents
)
fig
.
suptitle
(
"Suptitle"
,
y
=
0.5
)
fig
.
draw_without_rendering
()
extents1
=
np
.
copy
(
ax
.
get_position
().
extents
)
np
.
testing
.
assert_allclose
(
extents0
,
extents1
)
def
test_constrained_layout23
():
"""
Comment in #11035: suptitle used to cause an exception when
reusing a figure w/ CL with ``clear=True``.
"""
for
i
in
range
(
2
):
fig
=
plt
.
figure
(
layout
=
"constrained"
,
clear
=
True
,
num
=
"123"
)
gs
=
fig
.
add_gridspec
(
1
,
2
)
sub
=
gs
[
0
].
subgridspec
(
2
,
2
)
fig
.
suptitle
(
f"Suptitle
{
i
}
"
)
@
image_comparison
([
'test_colorbar_location.png'
],
remove_text
=
True
,
style
=
'mpl20'
)
def
test_colorbar_location
():
"""
Test that colorbar handling is as expected for various complicated
cases...
"""
# Remove this line when this test image is regenerated.
plt
.
rcParams
[
'pcolormesh.snap'
]
=
False
fig
,
axs
=
plt
.
subplots
(
4
,
5
,
layout
=
"constrained"
)
for
ax
in
axs
.
flat
:
pcm
=
example_pcolor
(
ax
)
ax
.
set_xlabel
(
''
)
ax
.
set_ylabel
(
''
)
fig
.
colorbar
(
pcm
,
ax
=
axs
[:,
1
],
shrink
=
0.4
)
fig
.
colorbar
(
pcm
,
ax
=
axs
[
-
1
, :
2
],
shrink
=
0.5
,
location
=
'bottom'
)
fig
.
colorbar
(
pcm
,
ax
=
axs
[
0
,
2
:],
shrink
=
0.5
,
location
=
'bottom'
,
pad
=
0.05
)
fig
.
colorbar
(
pcm
,
ax
=
axs
[
-
2
,
3
:],
shrink
=
0.5
,
location
=
'top'
)
fig
.
colorbar
(
pcm
,
ax
=
axs
[
0
,
0
],
shrink
=
0.5
,
location
=
'left'
)
fig
.
colorbar
(
pcm
,
ax
=
axs
[
1
:
3
,
2
],
shrink
=
0.5
,
location
=
'right'
)
def
test_hidden_axes
():
# test that if we make an Axes not visible that constrained_layout
# still works. Note the axes still takes space in the layout
# (as does a gridspec slot that is empty)
fig
,
axs
=
plt
.
subplots
(
2
,
2
,
layout
=
"constrained"
)
axs
[
0
,
1
].
set_visible
(
False
)
fig
.
draw_without_rendering
()
extents1
=
np
.
copy
(
axs
[
0
,
0
].
get_position
().
extents
)
np
.
testing
.
assert_allclose
(
extents1
, [
0.046918
,
0.541204
,
0.477409
,
0.980555
],
rtol
=
1e-5
)
def
test_colorbar_align
():
for
location
in
[
'right'
,
'left'
,
'top'
,
'bottom'
]:
fig
,
axs
=
plt
.
subplots
(
2
,
2
,
layout
=
"constrained"
)
cbs
=
[]
for
nn
,
ax
in
enumerate
(
axs
.
flat
):
ax
.
tick_params
(
direction
=
'in'
)
pc
=
example_pcolor
(
ax
)
cb
=
fig
.
colorbar
(
pc
,
ax
=
ax
,
location
=
location
,
shrink
=
0.6
,
pad
=
0.04
)
cbs
+=
[
cb
]
cb
.
ax
.
tick_params
(
direction
=
'in'
)
if
nn
!=
1
:
cb
.
ax
.
xaxis
.
set_ticks
([])
cb
.
ax
.
yaxis
.
set_ticks
([])
ax
.
set_xticklabels
([])
ax
.
set_yticklabels
([])
fig
.
get_layout_engine
().
set
(
w_pad
=
4
/
72
,
h_pad
=
4
/
72
,
hspace
=
0.1
,
wspace
=
0.1
)
fig
.
draw_without_rendering
()
if
location
in
[
'left'
,
'right'
]:
np
.
testing
.
assert_allclose
(
cbs
[
0
].
ax
.
get_position
().
x0
,
cbs
[
2
].
ax
.
get_position
().
x0
)
np
.
testing
.
assert_allclose
(
cbs
[
1
].
ax
.
get_position
().
x0
,
cbs
[
3
].
ax
.
get_position
().
x0
)
else
:
np
.
testing
.
assert_allclose
(
cbs
[
0
].
ax
.
get_position
().
y0
,
cbs
[
1
].
ax
.
get_position
().
y0
)
np
.
testing
.
assert_allclose
(
cbs
[
2
].
ax
.
get_position
().
y0
,
cbs
[
3
].
ax
.
get_position
().
y0
)
@
image_comparison
([
'test_colorbars_no_overlapV.png'
],
style
=
'mpl20'
)
def
test_colorbars_no_overlapV
():
fig
=
plt
.
figure
(
figsize
=
(
2
,
4
),
layout
=
"constrained"
)
axs
=
fig
.
subplots
(
2
,
1
,
sharex
=
True
,
sharey
=
True
)
for
ax
in
axs
:
ax
.
yaxis
.
set_major_formatter
(
ticker
.
NullFormatter
())
ax
.
tick_params
(
axis
=
'both'
,
direction
=
'in'
)
im
=
ax
.
imshow
([[
1
,
2
], [
3
,
4
]])
fig
.
colorbar
(
im
,
ax
=
ax
,
orientation
=
"vertical"
)
fig
.
suptitle
(
"foo"
)
@
image_comparison
([
'test_colorbars_no_overlapH.png'
],
style
=
'mpl20'
)
def
test_colorbars_no_overlapH
():
fig
=
plt
.
figure
(
figsize
=
(
4
,
2
),
layout
=
"constrained"
)
fig
.
suptitle
(
"foo"
)
axs
=
fig
.
subplots
(
1
,
2
,
sharex
=
True
,
sharey
=
True
)
for
ax
in
axs
:
ax
.
yaxis
.
set_major_formatter
(
ticker
.
NullFormatter
())
ax
.
tick_params
(
axis
=
'both'
,
direction
=
'in'
)
im
=
ax
.
imshow
([[
1
,
2
], [
3
,
4
]])
fig
.
colorbar
(
im
,
ax
=
ax
,
orientation
=
"horizontal"
)
def
test_manually_set_position
():
fig
,
axs
=
plt
.
subplots
(
1
,
2
,
layout
=
"constrained"
)
axs
[
0
].
set_position
([
0.2
,
0.2
,
0.3
,
0.3
])
fig
.
draw_without_rendering
()
pp
=
axs
[
0
].
get_position
()
np
.
testing
.
assert_allclose
(
pp
, [[
0.2
,
0.2
], [
0.5
,
0.5
]])
fig
,
axs
=
plt
.
subplots
(
1
,
2
,
layout
=
"constrained"
)
axs
[
0
].
set_position
([
0.2
,
0.2
,
0.3
,
0.3
])
pc
=
axs
[
0
].
pcolormesh
(
np
.
random
.
rand
(
20
,
20
))
fig
.
colorbar
(
pc
,
ax
=
axs
[
0
])
fig
.
draw_without_rendering
()
pp
=
axs
[
0
].
get_position
()
np
.
testing
.
assert_allclose
(
pp
, [[
0.2
,
0.2
], [
0.44
,
0.5
]])
@
image_comparison
([
'test_bboxtight.png'
],
remove_text
=
True
,
style
=
'mpl20'
,
savefig_kwarg
=
{
'bbox_inches'
:
'tight'
})
def
test_bboxtight
():
fig
,
ax
=
plt
.
subplots
(
layout
=
"constrained"
)
ax
.
set_aspect
(
1.
)
@
image_comparison
([
'test_bbox.png'
],
remove_text
=
True
,
style
=
'mpl20'
,
savefig_kwarg
=
{
'bbox_inches'
:
mtransforms
.
Bbox
([[
0.5
,
0
], [
2.5
,
2
]])})
def
test_bbox
():
fig
,
ax
=
plt
.
subplots
(
layout
=
"constrained"
)
ax
.
set_aspect
(
1.
)
def
test_align_labels
():
"""
Tests for a bug in which constrained layout and align_ylabels on
three unevenly sized subplots, one of whose y tick labels include
negative numbers, drives the non-negative subplots' y labels off
the edge of the plot
"""
fig
, (
ax3
,
ax1
,
ax2
)
=
plt
.
subplots
(
3
,
1
,
layout
=
"constrained"
,
figsize
=
(
6.4
,
8
),
gridspec_kw
=
{
"height_ratios"
: (
1
,
1
,
0.7
)})
ax1
.
set_ylim
(
0
,
1
)
ax1
.
set_ylabel
(
"Label"
)
ax2
.
set_ylim
(
-
1.5
,
1.5
)
ax2
.
set_ylabel
(
"Label"
)
ax3
.
set_ylim
(
0
,
1
)
ax3
.
set_ylabel
(
"Label"
)
fig
.
align_ylabels
(
axs
=
(
ax3
,
ax1
,
ax2
))
fig
.
draw_without_rendering
()
after_align
=
[
ax1
.
yaxis
.
label
.
get_window_extent
(),
ax2
.
yaxis
.
label
.
get_window_extent
(),
ax3
.
yaxis
.
label
.
get_window_extent
()]
# ensure labels are approximately aligned
np
.
testing
.
assert_allclose
([
after_align
[
0
].
x0
,
after_align
[
2
].
x0
],
after_align
[
1
].
x0
,
rtol
=
0
,
atol
=
1e-05
)
# ensure labels do not go off the edge
assert
after_align
[
0
].
x0
>=
1
def
test_suplabels
():
fig
,
ax
=
plt
.
subplots
(
layout
=
"constrained"
)
fig
.
draw_without_rendering
()
pos0
=
ax
.
get_tightbbox
(
fig
.
canvas
.
get_renderer
())
fig
.
supxlabel
(
'Boo'
)
fig
.
supylabel
(
'Booy'
)
fig
.
draw_without_rendering
()
pos
=
ax
.
get_tightbbox
(
fig
.
canvas
.
get_renderer
())
assert
pos
.
y0
>
pos0
.
y0
+
10.0
assert
pos
.
x0
>
pos0
.
x0
+
10.0
fig
,
ax
=
plt
.
subplots
(
layout
=
"constrained"
)
fig
.
draw_without_rendering
()
pos0
=
ax
.
get_tightbbox
(
fig
.
canvas
.
get_renderer
())
# check that specifying x (y) doesn't ruin the layout
fig
.
supxlabel
(
'Boo'
,
x
=
0.5
)
fig
.
supylabel
(
'Boo'
,
y
=
0.5
)
fig
.
draw_without_rendering
()
pos
=
ax
.
get_tightbbox
(
fig
.
canvas
.
get_renderer
())
assert
pos
.
y0
>
pos0
.
y0
+
10.0
assert
pos
.
x0
>
pos0
.
x0
+
10.0
def
test_gridspec_addressing
():
fig
=
plt
.
figure
()
gs
=
fig
.
add_gridspec
(
3
,
3
)
sp
=
fig
.
add_subplot
(
gs
[
0
:,
1
:])
fig
.
draw_without_rendering
()
def
test_discouraged_api
():
fig
,
ax
=
plt
.
subplots
(
constrained_layout
=
True
)
fig
.
draw_without_rendering
()
with
pytest
.
warns
(
PendingDeprecationWarning
,
match
=
"will be deprecated"
):
fig
,
ax
=
plt
.
subplots
()
fig
.
set_constrained_layout
(
True
)
fig
.
draw_without_rendering
()
with
pytest
.
warns
(
PendingDeprecationWarning
,
match
=
"will be deprecated"
):
fig
,
ax
=
plt
.
subplots
()
fig
.
set_constrained_layout
({
'w_pad'
:
0.02
,
'h_pad'
:
0.02
})
fig
.
draw_without_rendering
()
def
test_kwargs
():
fig
,
ax
=
plt
.
subplots
(
constrained_layout
=
{
'h_pad'
:
0.02
})
fig
.
draw_without_rendering
()
def
test_rect
():
fig
,
ax
=
plt
.
subplots
(
layout
=
'constrained'
)
fig
.
get_layout_engine
().
set
(
rect
=
[
0
,
0
,
0.5
,
0.5
])
fig
.
draw_without_rendering
()
ppos
=
ax
.
get_position
()
assert
ppos
.
x1
<
0.5
assert
ppos
.
y1
<
0.5
fig
,
ax
=
plt
.
subplots
(
layout
=
'constrained'
)
fig
.
get_layout_engine
().
set
(
rect
=
[
0.2
,
0.2
,
0.3
,
0.3
])
fig
.
draw_without_rendering
()
ppos
=
ax
.
get_position
()
assert
ppos
.
x1
<
0.5
assert
ppos
.
y1
<
0.5
assert
ppos
.
x0
>
0.2
assert
ppos
.
y0
>
0.2
def
test_compressed1
():
fig
,
axs
=
plt
.
subplots
(
3
,
2
,
layout
=
'compressed'
,
sharex
=
True
,
sharey
=
True
)
for
ax
in
axs
.
flat
:
pc
=
ax
.
imshow
(
np
.
random
.
randn
(
20
,
20
))
fig
.
colorbar
(
pc
,
ax
=
axs
)
fig
.
draw_without_rendering
()
pos
=
axs
[
0
,
0
].
get_position
()
np
.
testing
.
assert_allclose
(
pos
.
x0
,
0.2381
,
atol
=
1e-2
)
pos
=
axs
[
0
,
1
].
get_position
()
np
.
testing
.
assert_allclose
(
pos
.
x1
,
0.7024
,
atol
=
1e-3
)
# wider than tall
fig
,
axs
=
plt
.
subplots
(
2
,
3
,
layout
=
'compressed'
,
sharex
=
True
,
sharey
=
True
,
figsize
=
(
5
,
4
))
for
ax
in
axs
.
flat
:
pc
=
ax
.
imshow
(
np
.
random
.
randn
(
20
,
20
))
fig
.
colorbar
(
pc
,
ax
=
axs
)
fig
.
draw_without_rendering
()
pos
=
axs
[
0
,
0
].
get_position
()
np
.
testing
.
assert_allclose
(
pos
.
x0
,
0.05653
,
atol
=
1e-3
)
np
.
testing
.
assert_allclose
(
pos
.
y1
,
0.8603
,
atol
=
1e-2
)
pos
=
axs
[
1
,
2
].
get_position
()
np
.
testing
.
assert_allclose
(
pos
.
x1
,
0.8728
,
atol
=
1e-3
)
np
.
testing
.
assert_allclose
(
pos
.
y0
,
0.1808
,
atol
=
1e-2
)
def
test_compressed_suptitle
():
fig
, (
ax0
,
ax1
)
=
plt
.
subplots
(
nrows
=
2
,
figsize
=
(
4
,
10
),
layout
=
"compressed"
,
gridspec_kw
=
{
"height_ratios"
: (
1
/
4
,
3
/
4
),
"hspace"
:
0
})
ax0
.
axis
(
"equal"
)
ax0
.
set_box_aspect
(
1
/
3
)
ax1
.
axis
(
"equal"
)
ax1
.
set_box_aspect
(
1
)
title
=
fig
.
suptitle
(
"Title"
)
fig
.
draw_without_rendering
()
assert
title
.
get_position
()[
1
]
==
pytest
.
approx
(
0.7491
,
abs
=
1e-3
)
title
=
fig
.
suptitle
(
"Title"
,
y
=
0.98
)
fig
.
draw_without_rendering
()
assert
title
.
get_position
()[
1
]
==
0.98
title
=
fig
.
suptitle
(
"Title"
,
in_layout
=
False
)
fig
.
draw_without_rendering
()
assert
title
.
get_position
()[
1
]
==
0.98
@
pytest
.
mark
.
parametrize
(
'arg, state'
, [
(
True
,
True
),
(
False
,
False
),
({},
True
),
({
'rect'
:
None
},
True
)
])
def
test_set_constrained_layout
(
arg
,
state
):
fig
,
ax
=
plt
.
subplots
(
constrained_layout
=
arg
)
assert
fig
.
get_constrained_layout
()
is
state
def
test_constrained_toggle
():
fig
,
ax
=
plt
.
subplots
()
with
pytest
.
warns
(
PendingDeprecationWarning
):
fig
.
set_constrained_layout
(
True
)
assert
fig
.
get_constrained_layout
()
fig
.
set_constrained_layout
(
False
)
assert
not
fig
.
get_constrained_layout
()
fig
.
set_constrained_layout
(
True
)
assert
fig
.
get_constrained_layout
()
def
test_layout_leak
():
# Make sure there aren't any cyclic references when using LayoutGrid
# GH #25853
fig
=
plt
.
figure
(
constrained_layout
=
True
,
figsize
=
(
10
,
10
))
fig
.
add_subplot
()
fig
.
draw_without_rendering
()
plt
.
close
(
"all"
)
del
fig
gc
.
collect
()
assert
not
any
(
isinstance
(
obj
,
mpl
.
_layoutgrid
.
LayoutGrid
)
for
obj
in
gc
.
get_objects
())
def
test_submerged_subfig
():
"""
Test that the submerged margin logic does not get called multiple times
on same axes if it is already in a subfigure
"""
fig
=
plt
.
figure
(
figsize
=
(
4
,
5
),
layout
=
'constrained'
)
figures
=
fig
.
subfigures
(
3
,
1
)
axs
=
[]
for
f
in
figures
.
flatten
():
gs
=
f
.
add_gridspec
(
2
,
2
)
for
i
in
range
(
2
):
axs
+=
[
f
.
add_subplot
(
gs
[
i
,
0
])]
axs
[
-
1
].
plot
()
f
.
add_subplot
(
gs
[:,
1
]).
plot
()
fig
.
draw_without_rendering
()
for
ax
in
axs
[
1
:]:
assert
np
.
allclose
(
ax
.
get_position
().
bounds
[
-
1
],
axs
[
0
].
get_position
().
bounds
[
-
1
],
atol
=
1e-6
)
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