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"""Test charting functionality"""
from __future__ import annotations
import importlib
import itertools
import platform
import weakref
import numpy as np
import pytest
from vtkmodules.vtkRenderingContext2D import vtkPen
import pyvista as pv
from pyvista import examples
from pyvista.plotting import charts
from pyvista.plotting.colors import COLOR_SCHEMES
pytestmark = [
pytest.mark.needs_vtk_version(9, 2), # skip all tests if VTK<9.2.0
pytest.mark.skip_check_gc, # A large number of tests here fail gc
]
# test for i386/i486/i586/i686
xfail_i386 = pytest.mark.xfail(platform.machine()[0]+platform.machine()[2:] == 'i86',
reason=f"test HTTP requests are refused on {platform.machine()}")
# charts fail if paraview is used to provide vtkmodules
# since it does not provide vtkPythonContext2D
if importlib.util.find_spec("paraview"):
pytestmark = pytest.mark.skip("paraview provides vtk without vtkPythonContext2D required for charts")
def vtk_array_to_tuple(arr):
return tuple(arr.GetValue(i) for i in range(arr.GetNumberOfValues()))
def to_vtk_scientific(val):
parts = val.split('e')
sign, exp = parts[1][0], parts[1][1:]
exp = exp.lstrip('0') # Remove leading zeros of exponent
return (
parts[0] + 'e' + sign + exp if exp != '' else parts[0]
) # Remove exponent altogether if it is 0
class PlotterChanged:
"""Helper class to check whether the plotter's rendered content has changed
since the last call.
"""
def __init__(self, plotter):
self._plotter = plotter
self._prev = self._capture()
def _capture(self):
self._plotter.show(auto_close=False)
return self._plotter.screenshot()
def __call__(self):
cur = self._capture()
changed = pv.compare_images(self._prev, cur) > 0
self._prev = cur
return changed
@pytest.fixture
def pl():
p = pv.Plotter(window_size=(600, 600))
p.background_color = 'w'
return p
@pytest.fixture
def chart_2d():
return pv.Chart2D()
@pytest.fixture
def chart_box():
return pv.ChartBox([[1, 2, 3]])
@pytest.fixture
def chart_pie():
return pv.ChartPie([1, 2, 3])
@pytest.fixture
def chart_mpl():
import matplotlib.pyplot as plt
f, ax = plt.subplots()
ax.plot([0, 1, 2], [3, 1, 2])
return pv.ChartMPL(f)
@pytest.fixture
def line_plot_2d(chart_2d):
return chart_2d.line([0, 1, 2], [3, 1, 2])
@pytest.fixture
def scatter_plot_2d(chart_2d):
return chart_2d.scatter([0, 1, 2], [3, 1, 2])
@pytest.fixture
def area_plot(chart_2d):
return chart_2d.area([0, 1, 2], [2, 1, 3], [0, 2, 0])
@pytest.fixture
def bar_plot(chart_2d):
return chart_2d.bar([0, 1, 2], [[2, 1, 3], [1, 2, 0]])
@pytest.fixture
def stack_plot(chart_2d):
return chart_2d.stack([0, 1, 2], [[2, 1, 3], [1, 2, 0]])
@pytest.fixture
def box_plot(chart_box):
return chart_box.plot
@pytest.fixture
def pie_plot(chart_pie):
return chart_pie.plot
@pytest.fixture
def axis(chart_2d):
# Test properties, using the y axis of a 2D chart
chart_2d.line([0, 1], [1, 10])
chart_2d.show()
return chart_2d.y_axis
def test_pen():
c_red, c_blue = (1.0, 0.0, 0.0, 1.0), (0.0, 0.0, 1.0, 1.0)
w_thin, w_thick = 2, 10
s_dash, s_dot, s_inv = '--', ':', '|'
assert s_inv not in charts.Pen.LINE_STYLES, 'New line styles added? Change this test.'
# Test constructor arguments
pen = charts.Pen(color=c_red, width=w_thin, style=s_dash)
assert pen.color == c_red
assert np.isclose(pen.width, w_thin)
assert pen.style == s_dash
# Test properties
pen.color = c_blue
color = [0.0, 0.0, 0.0]
pen.GetColorF(color)
color.append(pen.GetOpacity() / 255)
assert pen.color == c_blue
assert np.allclose(color, c_blue)
pen.width = w_thick
assert np.isclose(pen.width, w_thick)
assert np.isclose(pen.GetWidth(), w_thick)
pen.style = s_dot
assert pen.style == s_dot
assert pen.GetLineType() == charts.Pen.LINE_STYLES[s_dot]['id']
with pytest.raises(ValueError): # noqa: PT011
pen.style = s_inv
def test_wrapping():
width = 5
# Test wrapping of VTK Pen object
pen = vtkPen()
wrappedPen = charts.Pen(_wrap=pen)
assert wrappedPen.__this__ == pen.__this__
assert wrappedPen.width == pen.GetWidth()
wrappedPen.width = width
assert wrappedPen.width == pen.GetWidth()
assert pen.GetWidth() == width
@pytest.mark.skip_mac('MacOS CI fails when downloading examples')
@xfail_i386
def test_brush():
c_red, c_blue = (1.0, 0.0, 0.0, 1.0), (0.0, 0.0, 1.0, 1.0)
t_masonry = examples.download_masonry_texture()
t_puppy = examples.download_puppy_texture()
# Test constructor arguments
brush = charts.Brush(color=c_red, texture=t_masonry)
assert brush.color == c_red
assert np.allclose(brush.texture.to_array(), t_masonry.to_array())
# Test properties
brush.color = c_blue
color = [0.0, 0.0, 0.0, 0.0]
brush.GetColorF(color)
assert brush.color == c_blue
assert np.allclose(color, c_blue)
brush.texture = t_puppy
t = pv.Texture(brush.GetTexture())
assert np.allclose(brush.texture.to_array(), t_puppy.to_array())
assert np.allclose(t.to_array(), t_puppy.to_array())
brush.texture_interpolate = False
assert not brush.texture_interpolate
NEAREST = 0x01
assert brush.GetTextureProperties() & NEAREST
brush.texture_repeat = True
assert brush.texture_repeat
REPEAT = 0x08
assert brush.GetTextureProperties() & REPEAT
def test_axis_init():
label = 'Y axis'
r_fix = [2, 5]
# Test constructor arguments
axis = charts.Axis(label=label, range=r_fix, grid=True)
assert axis.label == label
assert np.allclose(axis.range, r_fix)
assert axis.behavior == 'fixed'
assert axis.grid
assert isinstance(axis.pen, charts.Pen)
assert isinstance(axis.grid_pen, charts.Pen)
def test_axis_label(axis):
label = 'Y axis'
axis.label = label
assert axis.label == label
assert axis.GetTitle() == label
axis.label_visible = False
assert not axis.label_visible
assert not axis.GetTitleVisible()
def test_axis_range(axis):
r_fix, r_auto = [2, 5], None
axis.range = r_auto
assert axis.behavior == 'auto'
axis.range = r_fix
r = [0.0, 0.0]
axis.GetRange(r)
assert np.allclose(axis.range, r_fix)
assert np.allclose(r, r_fix)
assert axis.behavior == 'fixed'
assert axis.GetBehavior() == charts.Axis.BEHAVIORS['fixed']
axis.behavior = 'auto'
assert axis.behavior == 'auto'
assert axis.GetBehavior() == charts.Axis.BEHAVIORS['auto']
with pytest.raises(ValueError): # noqa: PT011
axis.behavior = 'invalid'
def test_axis_margin(axis):
margin = 50
axis.margin = margin
assert axis.margin == margin
assert axis.GetMargins()[0] == margin
@pytest.mark.skip_plotting
def test_axis_scale(chart_2d, axis):
axis.log_scale = True # Log scale can be enabled for the currently drawn plot
# We have to call show to update all chart properties
# (calls Update and Paint methods of chart/plot objects).
chart_2d.show()
assert axis.log_scale
assert axis.GetLogScaleActive()
axis.log_scale = False
chart_2d.show()
assert not axis.log_scale
assert not axis.GetLogScaleActive()
# Note: following lines cause "vtkMath::Jacobi: Error extracting eigenfunctions"
# warning to be printed. Should be fixed on VTK side, but tricky without breaking
# stuff (see !8828 for reference).
chart_2d.line([0, 1], [-10, 10]) # Plot for which log scale cannot be enabled
axis.log_scale = True
chart_2d.show()
assert not axis.log_scale
assert not axis.GetLogScaleActive()
def test_axis_grid(axis):
axis.grid = False
assert not axis.grid
assert not axis.GetGridVisible()
def test_axis_visible(axis):
axis.visible = False
assert not axis.visible
assert not axis.GetAxisVisible()
axis.toggle()
assert axis.visible
assert axis.GetAxisVisible()
def test_axis_tick_count(axis):
tc = 10
tc0 = axis.tick_count
axis.tick_count = tc
assert axis.tick_count == tc
assert axis.GetNumberOfTicks() == tc
axis.tick_count = None
assert axis.tick_count == tc0
assert axis.GetNumberOfTicks() == tc0
axis.tick_count = -1
assert axis.tick_count == tc0
assert axis.GetNumberOfTicks() == tc0
def test_axis_tick_locations(chart_2d, axis):
tlocs, tlocs_large = [1, 5.5, 8], [5.2, 340, 9999.999]
tlabels = ['Foo', 'Blub', 'Spam']
tlocs0 = axis.tick_locations
tlabels0 = axis.tick_labels
axis.tick_locations = tlocs
axis.tick_labels = tlabels
assert np.allclose(axis.tick_locations, tlocs)
assert np.allclose(axis.GetTickPositions(), tlocs)
assert tuple(axis.tick_labels) == tuple(tlabels)
assert vtk_array_to_tuple(axis.GetTickLabels()) == tuple(tlabels)
axis.tick_labels = '2f'
chart_2d.show()
assert tuple(axis.tick_labels) == tuple(f'{loc:.2f}' for loc in tlocs)
assert vtk_array_to_tuple(axis.GetTickLabels()) == tuple(f'{loc:.2f}' for loc in tlocs)
assert axis.GetNotation() == charts.Axis.FIXED_NOTATION
assert axis.GetPrecision() == 2
axis.tick_labels = '4e'
axis.tick_locations = tlocs_large # Add some more variety to labels
chart_2d.show()
assert tuple(axis.tick_labels) == tuple(to_vtk_scientific(f'{loc:.4e}') for loc in tlocs_large)
assert vtk_array_to_tuple(axis.GetTickLabels()) == tuple(
to_vtk_scientific(f'{loc:.4e}') for loc in tlocs_large
)
assert axis.GetNotation() == charts.Axis.SCIENTIFIC_NOTATION
assert axis.GetPrecision() == 4
axis.tick_locations = None
axis.tick_labels = None
chart_2d.show()
assert np.allclose(axis.tick_locations, tlocs0)
assert np.allclose(axis.GetTickPositions(), tlocs0)
assert tuple(axis.tick_labels) == tuple(tlabels0)
assert vtk_array_to_tuple(axis.GetTickLabels()) == tuple(tlabels0)
def test_axis_tick_size(axis):
ts = 5
axis.tick_size = ts
assert axis.tick_size == ts
assert axis.GetTickLength() == ts
def test_axis_tick_offset(axis):
tlo = 10
axis.tick_labels_offset = tlo
assert axis.tick_labels_offset == tlo
assert axis.GetLabelOffset() == tlo
def test_axis_tick_labels_visible(axis):
axis.tick_labels_visible = False
assert not axis.tick_labels_visible
assert not axis.GetLabelsVisible()
assert not axis.GetRangeLabelsVisible()
def test_axis_tick_visible(axis):
axis.ticks_visible = False
assert not axis.ticks_visible
assert not axis.GetTicksVisible()
def test_axis_label_font_size(chart_2d):
_ = chart_2d.line([0, 1, 2], [2, 1, 3])
axis = chart_2d.x_axis
font_size = 20
axis.label_size = font_size
assert axis.label_size == font_size
assert axis.GetTitleProperties().GetFontSize() == font_size
axis.tick_label_size = font_size
assert axis.tick_label_size == font_size
assert axis.GetLabelProperties().GetFontSize() == font_size
@pytest.mark.skip_plotting
@pytest.mark.parametrize(
'chart_f',
[
('chart_2d'),
('chart_box'),
('chart_pie'),
pytest.param(
'chart_mpl',
marks=pytest.mark.filterwarnings(
r'ignore:No artists with labels found to put in legend\. Note that artists '
r'whose label start with an underscore are ignored when legend\(\) is called '
r'with no argument\.:UserWarning'
),
),
],
)
def test_chart_common(pl, chart_f, request):
# Test the common chart functionalities
chart = request.getfixturevalue(chart_f)
title = 'Chart title'
c_red, c_blue = (1.0, 0.0, 0.0, 1.0), (0.0, 0.0, 1.0, 1.0)
bw = 10
bs = '--'
# Check scene and renderer properties
assert chart._scene is None
assert chart._renderer is None
pl.add_chart(chart)
assert chart._scene is pl.renderer._charts._scene
assert chart._renderer is pl.renderer
assert chart._renderer is pl.renderer._charts._renderer
with pytest.raises((AssertionError, ValueError)):
chart.size = (-1, 1)
with pytest.raises((AssertionError, ValueError)):
chart.loc = (-1, 1)
chart.size = (0.5, 0.5)
chart.loc = (0.25, 0.25)
assert chart.size == (0.5, 0.5)
assert chart.loc == (0.25, 0.25)
# Check geometry and resizing
w, h = pl.window_size
chart._render_event()
assert chart._geometry == (
chart.loc[0] * w,
chart.loc[1] * h,
chart.size[0] * w,
chart.size[1] * h,
)
w, h = pl.window_size = [200, 200]
chart._render_event()
assert chart._geometry == (
chart.loc[0] * w,
chart.loc[1] * h,
chart.size[0] * w,
chart.size[1] * h,
)
# Check is_within
assert chart._is_within(
(
(chart.loc[0] + chart.size[0] / 2) * w,
(chart.loc[1] + chart.size[1] / 2) * h,
),
)
assert not chart._is_within(((chart.loc[0] + chart.size[0] / 2) * w, chart.loc[1] * h - 5))
assert not chart._is_within((chart.loc[0] * w - 5, (chart.loc[1] + chart.size[1] / 2) * h))
assert not chart._is_within((chart.loc[0] * w - 5, chart.loc[1] * h - 5))
chart.border_color = c_red
assert chart.border_color == c_red
chart.border_width = bw
assert chart.border_width == bw
chart.border_style = bs
assert chart.border_style == bs
chart.background_color = c_blue
assert chart.background_color == c_blue
chart.active_border_color = c_red
assert chart.active_border_color == c_red
chart.active_background_color = c_blue
assert chart.active_background_color == c_blue
# Check remaining properties and methods
chart.visible = False
assert not chart.visible
assert not chart.GetVisible()
chart.toggle()
assert chart.visible
assert chart.GetVisible()
chart.title = title
assert chart.title == title
chart.legend_visible = False
assert not chart.legend_visible
@pytest.mark.parametrize(
'plot_f',
[
('line_plot_2d'),
('scatter_plot_2d'),
('area_plot'),
('bar_plot'),
('stack_plot'),
('box_plot'),
('pie_plot'),
],
)
def test_plot_common(plot_f, request):
# Test the common plot functionalities
plot = request.getfixturevalue(plot_f)
c = (1.0, 0.0, 1.0, 1.0)
w = 5
s = '-.'
l = 'Label'
plot.color = c
assert plot.color == c
assert plot.brush.color == c
if hasattr(plot, 'GetPen'):
assert plot.pen.__this__ == plot.GetPen().__this__
if hasattr(plot, 'GetBrush'):
assert plot.brush.__this__ == plot.GetBrush().__this__
plot.line_width = w
assert plot.pen.width == w
plot.line_style = s
assert plot.pen.style == s
plot.label = l
assert plot.label == l
assert plot.GetLabel() == l
plot.visible = False
assert not plot.visible
assert not plot.GetVisible()
plot.toggle()
assert plot.visible
assert plot.GetVisible()
@pytest.mark.parametrize('plot_f', [('bar_plot'), ('stack_plot'), ('box_plot'), ('pie_plot')])
def test_multicomp_plot_common(plot_f, request):
# Test the common multicomp plot functionalities
plot = request.getfixturevalue(plot_f)
cs = 'spectrum'
cs_colors = [
(0.0, 0.0, 0.0, 1.0),
(0.8941176470588236, 0.10196078431372549, 0.10980392156862745, 1.0),
(0.21568627450980393, 0.49411764705882355, 0.7215686274509804, 1.0),
(0.30196078431372547, 0.6862745098039216, 0.2901960784313726, 1.0),
(0.596078431372549, 0.3058823529411765, 0.6392156862745098, 1.0),
(1.0, 0.4980392156862745, 0.0, 1.0),
(0.6509803921568628, 0.33725490196078434, 0.1568627450980392, 1.0),
]
colors = [(1.0, 0.0, 1.0, 1.0), (0.0, 1.0, 1.0, 1.0), (1.0, 1.0, 0.0, 1.0)]
labels = ['Foo', 'Spam', 'Bla']
plot.color_scheme = cs
assert plot.color_scheme == cs
assert plot._color_series.GetColorScheme() == COLOR_SCHEMES[cs]['id']
assert all(pc == cs for pc, cs in zip(plot.colors, cs_colors))
series_colors = [
pv.Color(plot._color_series.GetColor(i)).float_rgba for i in range(len(cs_colors))
]
assert np.allclose(series_colors, cs_colors)
lookup_colors = [plot._lookup_table.GetTableValue(i) for i in range(len(cs_colors))]
assert np.allclose(lookup_colors, cs_colors)
assert plot.brush.color == cs_colors[0]
plot.colors = None
assert plot.color_scheme == plot.DEFAULT_COLOR_SCHEME
plot.colors = cs
assert plot.color_scheme == cs
plot.colors = colors
assert all(pc == c for pc, c in zip(plot.colors, colors))
series_colors = [
pv.Color(plot._color_series.GetColor(i)).float_rgba for i in range(len(colors))
]
assert np.allclose(series_colors, colors)
lookup_colors = [plot._lookup_table.GetTableValue(i) for i in range(len(colors))]
assert np.allclose(lookup_colors, colors)
assert plot.brush.color == colors[0]
plot.color = colors[1]
assert plot.color == colors[1]
assert len(plot.colors) == 1
assert plot.colors[0] == colors[1]
assert plot.brush.color == colors[1]
plot.labels = labels
assert tuple(plot.labels) == tuple(labels)
assert plot.label == labels[0]
plot.labels = None
assert plot.labels == []
assert plot.label == ''
plot.label = labels[1]
assert tuple(plot.labels) == (labels[1],)
assert plot.label == labels[1]
plot.label = None
assert plot.labels == []
assert plot.label == ''
def test_lineplot2d(chart_2d, line_plot_2d):
x = [-2, -1, 0, 1, 2]
y = [4, 1, 0, -1, -4]
c = (1.0, 0.0, 1.0, 1.0)
w = 5
s = '-.'
l = 'Line'
# Test constructor
plot = charts.LinePlot2D(chart_2d, x, y, color=c, width=w, style=s, label=l)
assert plot._chart == weakref.proxy(chart_2d)
assert np.allclose(plot.x, x)
assert np.allclose(plot.y, y)
assert plot.color == c
assert plot.line_width == w
assert plot.line_style == s
assert plot.label == l
# Test remaining properties
line_plot_2d.update(x, y)
assert np.allclose(line_plot_2d.x, x)
assert np.allclose(line_plot_2d.y, y)
def test_scatterplot2d(chart_2d, scatter_plot_2d):
x = [-2, -1, 0, 1, 2]
y = [4, 1, 0, -1, -4]
c = (1.0, 0.0, 1.0, 1.0)
sz = 5
st, st_inv = 'o', '^'
l = 'Scatter'
assert st_inv not in charts.ScatterPlot2D.MARKER_STYLES, (
'New marker styles added? Change this test.'
)
# Test constructor
plot = charts.ScatterPlot2D(chart_2d, x, y, color=c, size=sz, style=st, label=l)
assert plot._chart == weakref.proxy(chart_2d)
assert np.allclose(plot.x, x)
assert np.allclose(plot.y, y)
assert plot.color == c
assert plot.marker_size == sz
assert plot.marker_style == st
assert plot.label == l
# Test remaining properties
scatter_plot_2d.update(x, y)
assert np.allclose(scatter_plot_2d.x, x)
assert np.allclose(scatter_plot_2d.y, y)
scatter_plot_2d.marker_size = sz
assert scatter_plot_2d.marker_size == sz
assert scatter_plot_2d.GetMarkerSize() == sz
scatter_plot_2d.marker_style = None
assert scatter_plot_2d.marker_style == ''
scatter_plot_2d.marker_style = st
assert scatter_plot_2d.marker_style == st
assert scatter_plot_2d.GetMarkerStyle() == scatter_plot_2d.MARKER_STYLES[st]['id']
with pytest.raises(ValueError): # noqa: PT011
scatter_plot_2d.marker_style = st_inv
def test_areaplot(chart_2d, area_plot):
x = [-2, -1, 0, 1, 2]
y1 = [4, 1, 0, -1, -4]
y2 = [-4, -2, 0, 2, 4]
c = (1.0, 0.0, 1.0, 1.0)
l = 'Line'
# Test constructor
plot = charts.AreaPlot(chart_2d, x, y1, y2, color=c, label=l)
assert plot._chart == weakref.proxy(chart_2d)
assert np.allclose(plot.x, x)
assert np.allclose(plot.y1, y1)
assert np.allclose(plot.y2, y2)
assert plot.color == c
assert plot.label == l
# Test remaining properties
area_plot.update(x, y1, y2)
assert np.allclose(area_plot.x, x)
assert np.allclose(area_plot.y1, y1)
assert np.allclose(area_plot.y2, y2)
def test_barplot(chart_2d, bar_plot):
x = [0, 1, 2]
y = [[1, 2, 3], [2, 1, 0], [1, 1, 1]]
c = [(1.0, 0.0, 1.0, 1.0), (1.0, 1.0, 0.0, 1.0), (0.0, 1.0, 1.0, 1.0)]
ori, ori_inv = 'H', 'I'
l = ['Foo', 'Spam', 'Bla']
assert ori_inv not in charts.BarPlot.ORIENTATIONS, 'New orientations added? Change this test.'
# Test multi comp constructor
plot = charts.BarPlot(chart_2d, x, y, color=c, orientation=ori, label=l)
assert plot._chart == weakref.proxy(chart_2d)
assert np.allclose(plot.x, x)
assert np.allclose(plot.y, y)
assert all(pc == ci for pc, ci in zip(plot.colors, c))
assert plot.orientation == ori
assert plot.labels == l
# Test single comp constructor
plot = charts.BarPlot(chart_2d, x, y[0], color=c[0], orientation=ori, label=l[0])
assert plot._chart == weakref.proxy(chart_2d)
assert np.allclose(plot.x, x)
assert np.allclose(plot.y, y[0])
assert plot.color == c[0]
assert plot.orientation == ori
assert plot.label == l[0]
# Test multi and single comp constructors with inconsistent arguments
with pytest.raises(TypeError):
charts.BarPlot(chart_2d, x, y, color=c[0], orientation=ori, label=l)
# charts.BarPlot(chart_2d, x, y, c, off, ori, l[0]) # This one is valid
with pytest.raises(ValueError): # noqa: PT011
charts.BarPlot(chart_2d, x, y[0], color=c, orientation=ori, label=l[0])
with pytest.raises(ValueError): # noqa: PT011
charts.BarPlot(chart_2d, x, y[0], color=c[0], orientation=ori, label=l)
# Test remaining properties
bar_plot.update(x, y)
assert np.allclose(bar_plot.x, x)
assert np.allclose(bar_plot.y, y)
bar_plot.orientation = ori
assert bar_plot.orientation == ori
assert bar_plot.GetOrientation() == bar_plot.ORIENTATIONS[ori]
with pytest.raises(ValueError): # noqa: PT011
bar_plot.orientation = ori_inv
def test_stackplot(chart_2d, stack_plot):
x = [0, 1, 2]
ys = [[1, 2, 3], [2, 1, 0], [1, 1, 1]]
c = [(1.0, 0.0, 1.0, 1.0), (1.0, 1.0, 0.0, 1.0), (0.0, 1.0, 1.0, 1.0)]
l = ['Foo', 'Spam', 'Bla']
# Test multi comp constructor
plot = charts.StackPlot(chart_2d, x, ys, colors=c, labels=l)
assert plot._chart == weakref.proxy(chart_2d)
assert np.allclose(plot.x, x)
assert np.allclose(plot.ys, ys)
assert all(pc == ci for pc, ci in zip(plot.colors, c))
assert plot.labels == l
# Test single comp constructor
plot = charts.StackPlot(chart_2d, x, ys[0], colors=c[0], labels=l[0])
assert plot._chart == weakref.proxy(chart_2d)
assert np.allclose(plot.x, x)
assert np.allclose(plot.ys, ys[0])
assert plot.color == c[0]
assert plot.label == l[0]
# Test multi and single comp constructors with inconsistent arguments
with pytest.raises(TypeError):
charts.StackPlot(chart_2d, x, ys, colors=c[0], labels=l)
# charts.StackPlot(chart_2d, x, ys, c, l[0]) # This one is valid
with pytest.raises(ValueError): # noqa: PT011
charts.StackPlot(chart_2d, x, ys[0], colors=c, labels=l[0])
with pytest.raises(ValueError): # noqa: PT011
charts.StackPlot(chart_2d, x, ys[0], colors=c[0], labels=l)
# Test remaining properties
stack_plot.update(x, ys)
assert np.allclose(stack_plot.x, x)
assert np.allclose(stack_plot.ys, ys)
@pytest.mark.skip_plotting
def test_chart_2d(pl, chart_2d):
size = (0.5, 0.5)
loc = (0.25, 0.25)
lx = 'X label'
ly = 'Y label'
rx = [0, 5]
ry = [0, 1]
x = np.arange(11) - 5
y = x**2
ys = [np.sin(x), np.cos(x), np.tanh(x)]
col = (1.0, 0.0, 1.0, 1.0)
cs = 'citrus'
sz = 5
ms = 'd'
w = 10
ls = '-.'
ori = 'V'
# Test constructor
chart = pv.Chart2D(size=size, loc=loc, x_label=lx, y_label=ly, grid=False)
assert chart.size == size
assert chart.loc == loc
assert chart.x_label == lx
assert chart.y_label == ly
assert not chart.grid
# Test geometry and resizing
pl.add_chart(chart)
r_w, r_h = chart._renderer.GetSize()
pl.show(auto_close=False)
assert np.allclose(chart._geometry, (loc[0] * r_w, loc[1] * r_h, size[0] * r_w, size[1] * r_h))
pl.window_size = (int(pl.window_size[0] / 2), int(pl.window_size[1] / 2))
pl.show() # This will also call chart._resize
assert np.allclose(
chart._geometry,
(loc[0] * r_w / 2, loc[1] * r_h / 2, size[0] * r_w / 2, size[1] * r_h / 2),
)
# Test parse_format
hex_colors = ['#fa09b6', '0xa53a8d', '#b02239f0', '0xcee6927f']
colors = itertools.chain(pv.hexcolors, pv.plotting.colors.color_synonyms, [*hex_colors, ''])
for m in charts.ScatterPlot2D.MARKER_STYLES:
for l in charts.Pen.LINE_STYLES:
for c in colors:
cp = 'b' if c == '' else c
assert (m, l, cp) == chart_2d._parse_format(m + l + c)
assert (m, l, cp) == chart_2d._parse_format(m + c + l)
assert (m, l, cp) == chart_2d._parse_format(l + m + c)
assert (m, l, cp) == chart_2d._parse_format(l + c + m)
assert (m, l, cp) == chart_2d._parse_format(c + m + l)
assert (m, l, cp) == chart_2d._parse_format(c + l + m)
# Test plotting methods
s, l = chart_2d.plot(x, y, '')
assert s is None
assert l is None
assert len([*chart_2d.plots()]) == 0
s, l = chart_2d.plot(y, '-')
assert s is None
assert l is not None
assert l in chart_2d.plots('line')
chart_2d.remove_plot(l)
assert len([*chart_2d.plots()]) == 0
s, l = chart_2d.plot(y, 'x')
assert s is not None
assert l is None
assert s in chart_2d.plots('scatter')
chart_2d.clear('scatter')
assert len([*chart_2d.plots()]) == 0
s, l = chart_2d.plot(x, y, 'x-')
assert s is not None
assert l is not None
assert s in chart_2d.plots('scatter')
assert l in chart_2d.plots('line')
chart_2d.plot(x, y, 'x-') # Check clearing of multiple plots (of the same type)
chart_2d.clear()
assert len([*chart_2d.plots()]) == 0
s = chart_2d.scatter(x, y, color=col, size=sz, style=ms, label=lx)
assert np.allclose(s.x, x)
assert np.allclose(s.y, y)
assert s.color == col
assert s.marker_size == sz
assert s.marker_style == ms
assert s.label == lx
assert s in chart_2d.plots('scatter')
assert chart_2d.GetPlotIndex(s) >= 0
l = chart_2d.line(x, y, color=col, width=w, style=ls, label=lx)
assert np.allclose(l.x, x)
assert np.allclose(l.y, y)
assert l.color == col
assert l.line_width == w
assert l.line_style == ls
assert l.label == lx
assert l in chart_2d.plots('line')
assert chart_2d.GetPlotIndex(l) >= 0
a = chart_2d.area(x, -y, y, color=col, label=lx)
assert np.allclose(a.x, x)
assert np.allclose(a.y1, -y)
assert np.allclose(a.y2, y)
assert a.color == col
assert a.label == lx
assert a in chart_2d.plots('area')
assert chart_2d.GetPlotIndex(a) >= 0
b = chart_2d.bar(x, -y, color=col, orientation=ori, label=lx)
assert np.allclose(b.x, x)
assert np.allclose(b.y, -y)
assert b.color == col
assert b.orientation == ori
assert b.label == lx
assert b in chart_2d.plots('bar')
assert chart_2d.GetPlotIndex(b) >= 0
s = chart_2d.stack(x, ys, colors=cs, labels=[lx, ly])
assert np.allclose(s.x, x)
assert np.allclose(s.ys, ys)
assert s.color_scheme == cs
assert tuple(s.labels) == (lx, ly)
assert s in chart_2d.plots('stack')
assert chart_2d.GetPlotIndex(s) >= 0
inv_type = 'blub'
with pytest.raises(KeyError):
next(chart_2d.plots(inv_type))
with pytest.raises(KeyError):
chart_2d.clear(inv_type)
assert len([*chart_2d.plots()]) == 5
chart_2d.clear()
assert len([*chart_2d.plots()]) == 0
with pytest.raises(ValueError): # noqa: PT011
chart_2d.remove_plot(s)
# Check remaining properties
assert chart_2d.x_axis.__this__ == chart_2d.GetAxis(charts.Axis.BOTTOM).__this__
assert chart_2d.y_axis.__this__ == chart_2d.GetAxis(charts.Axis.LEFT).__this__
chart_2d.x_label = lx
assert chart_2d.x_label == lx
assert chart_2d.x_axis.label == lx
chart_2d.y_label = ly
assert chart_2d.y_label == ly
assert chart_2d.y_axis.label == ly
chart_2d.x_range = rx
assert np.allclose(chart_2d.x_range, rx)
assert np.allclose(chart_2d.x_axis.range, rx)
chart_2d.y_range = ry
assert np.allclose(chart_2d.y_range, ry)
assert np.allclose(chart_2d.y_axis.range, ry)
chart_2d.grid = True
assert chart_2d.grid
assert chart_2d.x_axis.grid
assert chart_2d.y_axis.grid
chart_2d.hide_axes()
for axis in (chart_2d.x_axis, chart_2d.y_axis):
assert not axis.visible
assert not axis.label_visible
assert not axis.ticks_visible
assert not axis.tick_labels_visible
assert not axis.grid
@pytest.mark.skip_plotting
def test_chart_box(pl, chart_box, box_plot):
size = (0.5, 0.5)
loc = (0.25, 0.25)
data = [[0, 1, 1, 1, 2, 2, 3, 4, 4, 5, 5, 5, 6]]
stats = [np.quantile(d, [0.0, 0.25, 0.5, 0.75, 1.0]) for d in data]
cs = 'wild_flower'
ls = ['Datalabel']
# Test constructor
chart = pv.ChartBox(data, colors=cs, labels=ls, size=size, loc=loc)
assert np.allclose(chart.plot.data, data)
assert chart.plot.color_scheme == cs
assert tuple(chart.plot.labels) == tuple(ls)
assert chart.loc == loc
assert chart.size == size
# Test geometry and resizing
pl.add_chart(chart)
r_w, r_h = chart._renderer.GetSize()
pl.show(auto_close=False)
assert np.allclose(chart._geometry, (loc[0] * r_w, loc[1] * r_h, size[0] * r_w, size[1] * r_h))
pl.window_size = (int(pl.window_size[0] / 2), int(pl.window_size[1] / 2))
pl.show(auto_close=False) # This will also call chart._resize
assert np.allclose(
chart._geometry,
(loc[0] * r_w / 2, loc[1] * r_h / 2, size[0] * r_w / 2, size[1] * r_h / 2),
)
# Test remaining properties
assert chart_box.plot.__this__ == chart_box.GetPlot(0).__this__
box_plot.update(data)
assert np.allclose(box_plot.data, data)
assert np.allclose(box_plot.stats, stats)
@pytest.mark.skip_plotting
def test_chart_pie(pl, chart_pie, pie_plot):
size = (0.5, 0.5)
loc = (0.25, 0.25)
data = [3, 4, 5]
cs = 'wild_flower'
ls = ['Tic', 'Tac', 'Toe']
# Test constructor
chart = pv.ChartPie(data, colors=cs, labels=ls, size=size, loc=loc)
assert np.allclose(chart.plot.data, data)
assert chart.plot.color_scheme == cs
assert tuple(chart.plot.labels) == tuple(ls)
assert chart.loc == loc
assert chart.size == size
# Test geometry and resizing
pl.add_chart(chart)
r_w, r_h = chart._renderer.GetSize()
pl.show(auto_close=False)
assert np.allclose(chart._geometry, (loc[0] * r_w, loc[1] * r_h, size[0] * r_w, size[1] * r_h))
pl.window_size = (int(pl.window_size[0] / 2), int(pl.window_size[1] / 2))
pl.show(auto_close=False) # This will also call chart._resize
assert np.allclose(
chart._geometry,
(loc[0] * r_w / 2, loc[1] * r_h / 2, size[0] * r_w / 2, size[1] * r_h / 2),
)
# Test remaining properties
assert chart_pie.plot.__this__ == chart_pie.GetPlot(0).__this__
pie_plot.update(data)
assert np.allclose(pie_plot.data, data)
@pytest.mark.skip_plotting
def test_chart_mpl(pl):
import matplotlib.pyplot as plt
size = (0.5, 0.5)
loc = (0.25, 0.25)
# Test constructor
f, ax = plt.subplots()
chart = pv.ChartMPL(f, size=size, loc=loc)
assert chart.size == size
assert chart.loc == loc
# Test geometry and resizing
pl.add_chart(chart)
r_w, r_h = chart._renderer.GetSize()
pl.show(auto_close=False)
assert np.allclose(chart._geometry, (loc[0] * r_w, loc[1] * r_h, size[0] * r_w, size[1] * r_h))
assert np.allclose(chart.position, (loc[0] * r_w, loc[1] * r_h))
assert np.allclose(chart._canvas.get_width_height(), (size[0] * r_w, size[1] * r_h))
pl.window_size = (int(pl.window_size[0] / 2), int(pl.window_size[1] / 2))
pl.show(auto_close=False) # This will also call chart._resize
assert np.allclose(
chart._geometry,
(loc[0] * r_w / 2, loc[1] * r_h / 2, size[0] * r_w / 2, size[1] * r_h / 2),
)
assert np.allclose(chart.position, (loc[0] * r_w / 2, loc[1] * r_h / 2))
assert np.allclose(chart._canvas.get_width_height(), (size[0] * r_w / 2, size[1] * r_h / 2))
# test set position throw
with pytest.raises(ValueError, match='must be length 2'):
chart.position = (1, 2, 3)
@pytest.mark.skip_plotting
def test_chart_mpl_update(pl):
import matplotlib.pyplot as plt
# Create simple chart
x0, y0, y1 = [0, 1, 2], [2, 1, 3], [-1, 0, 2]
f, ax = plt.subplots()
line = ax.plot(x0, y0)[0]
chart = pv.ChartMPL(f, redraw_on_render=False)
pl.add_chart(chart)
pl_changed = PlotterChanged(pl)
# Update matplotlib figure without redraw_on_update
line.set_ydata(y1)
# No changes when pl.render() is called (as redraw_on_render is False)
pl.render()
assert not pl_changed()
# Changes when figure is explicitly redrawn:
f.canvas.draw()
assert pl_changed()
# Update matplotlib figure with redraw_on_render
chart.redraw_on_render = True
line.set_ydata(y0)
# Changes when pl.render() is called (as redraw_on_render is True now)
pl.render()
assert pl_changed()
@pytest.mark.skip_plotting
def test_charts(pl):
win_size = pl.window_size
top_left = pv.Chart2D(size=(0.5, 0.5), loc=(0, 0.5))
bottom_right = pv.Chart2D(size=(0.5, 0.5), loc=(0.5, 0))
# Test add_chart
pl.add_chart(top_left)
assert pl.renderer.__this__ == top_left._renderer.__this__
assert pl.renderer._charts._scene.__this__ == top_left._scene.__this__
pl.add_chart(bottom_right)
assert len(pl.renderer._charts) == 2
# Test get_charts_by_pos
pl.show(auto_close=False) # We need to plot once to let the charts compute their true geometry
cs = pl.renderer._get_charts_by_pos((0.75 * win_size[0], 0.25 * win_size[1]))
assert len(cs) == 1
assert bottom_right in cs
cs = pl.renderer._get_charts_by_pos((0, 0))
assert not cs
# Test remove_chart
pl.remove_chart(1)
assert len(pl.renderer._charts) == 1
assert pl.renderer._charts[0] == top_left
assert top_left in pl.renderer._charts
pl.remove_chart(top_left)
assert len(pl.renderer._charts) == 0
# Test deep_clean
pl.add_chart(top_left, bottom_right)
pl.deep_clean()
assert pl.renderer._charts is None
pl.add_chart(top_left, bottom_right)
pl.clear() # also calls deep_clean()
assert len(pl.renderer._charts) == 0
assert pl.renderer._charts._scene is None
@pytest.mark.skip_plotting
def test_iren_context_style(pl):
chart = pv.Chart2D(size=(0.5, 0.5), loc=(0.5, 0.5))
win_size = pl.window_size
pl.add_chart(chart)
pl.show(auto_close=False) # We need to plot once to let the charts compute their true geometry
style = pl.iren._style
style_class = pl.iren._style_class
# Simulate double left click on the chart:
pl.iren._mouse_left_button_click(int(0.75 * win_size[0]), int(0.75 * win_size[1]), count=2)
assert chart.GetInteractive()
assert pl.iren._style == 'Context'
assert pl.iren._style_class == pl.iren._context_style
assert pl.iren._context_style.GetScene().__this__ == chart._scene.__this__
# Simulate double left click outside the chart:
pl.iren._mouse_left_button_click(0, 0, count=2)
assert not chart.GetInteractive()
assert pl.iren._style == style
assert pl.iren._style_class == style_class
assert pl.iren._context_style.GetScene() is None
@pytest.mark.skip_plotting
@pytest.mark.needs_vtk_version(
9,
3,
0,
reason='Chart interaction when using multiple renderers is bugged on older versions.',
)
def test_chart_interaction():
# Setup multi renderer plotter with one chart in the top renderer and two charts
# in the bottom renderer.
pl = pv.Plotter(shape=(2, 1))
pl.subplot(0, 0)
chart_t = pv.ChartPie([1, 2, 3])
# Ensure set_chart_interaction does not create the __charts object:
assert not pl.set_chart_interaction(True)
assert not pl.renderer.has_charts
pl.add_chart(chart_t)
assert pl.renderer.has_charts
pl.subplot(1, 0)
chart_bl = pv.ChartPie([1, 1, 1], size=(0.5, 1), loc=(0, 0))
chart_br = pv.ChartPie([3, 2, 1], size=(0.5, 1), loc=(0.5, 0))
pl.add_chart(chart_bl, chart_br)
# Check set_chart_interaction bool
ics = pl.set_chart_interaction(True)
assert chart_bl in ics
assert chart_br in ics
assert chart_bl.GetInteractive()
assert chart_br.GetInteractive()
assert pl.iren._style_class == pl.iren._context_style
assert pl.iren._context_style.GetScene() == chart_bl._scene
ics = pl.set_chart_interaction(False)
assert not ics
assert not chart_bl.GetInteractive()
assert not chart_br.GetInteractive()
assert pl.iren._style_class != pl.iren._context_style
assert pl.iren._context_style.GetScene() is None
# Check set_chart_interaction Chart/id
ics = pl.set_chart_interaction(chart_bl)
assert chart_bl in ics
assert chart_br not in ics
assert chart_bl.GetInteractive()
assert not chart_br.GetInteractive()
ics = pl.set_chart_interaction(1)
assert chart_bl not in ics
assert chart_br in ics
assert not chart_bl.GetInteractive()
assert chart_br.GetInteractive()
ics = pl.set_chart_interaction([0, 1])
assert chart_bl in ics
assert chart_br in ics
assert chart_bl.GetInteractive()
assert chart_br.GetInteractive()
# Check set_chart_interaction toggle
ics = pl.set_chart_interaction(chart_bl, toggle=True)
assert chart_bl not in ics
assert chart_br in ics
assert not chart_bl.GetInteractive()
assert chart_br.GetInteractive()
# Check wrong charts
ics = pl.set_chart_interaction(chart_t)
assert not ics
assert not chart_t.GetInteractive()
assert not chart_bl.GetInteractive()
assert not chart_br.GetInteractive()
assert pl.iren._context_style.GetScene() is None
ics = pl.set_chart_interaction([chart_t, chart_bl])
assert chart_t not in ics
assert chart_bl in ics
assert not chart_t.GetInteractive()
assert chart_bl.GetInteractive()
assert not chart_br.GetInteractive()
assert pl.iren._context_style.GetScene() == chart_bl._scene
# Check double click interaction toggle in multi renderer case
pl.show(auto_close=False) # We need to plot once to let the charts compute their true geometry
win_size = pl.window_size
# Simulate double left click on the top chart:
pl.iren._mouse_left_button_click(int(0.25 * win_size[0]), int(0.75 * win_size[1]), count=2)
assert chart_t.GetInteractive()
assert not chart_bl.GetInteractive()
assert not chart_br.GetInteractive()
assert pl.iren._style_class == pl.iren._context_style
assert pl.iren._context_style.GetScene() == chart_t._scene
# Simulate second double left click on the top chart:
pl.iren._mouse_left_button_click(int(0.25 * win_size[0]), int(0.75 * win_size[1]), count=2)
assert not chart_t.GetInteractive()
assert not chart_bl.GetInteractive()
assert not chart_br.GetInteractive()
assert pl.iren._style_class != pl.iren._context_style
assert pl.iren._context_style.GetScene() is None
@pytest.mark.skip_mac('MacOS CI fails when downloading examples')
@xfail_i386
def test_get_background_texture(chart_2d):
t_puppy = examples.download_puppy_texture()
chart_2d.background_texture = t_puppy
assert chart_2d.background_texture == t_puppy
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