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from __future__ import annotations
import re
from typing import TYPE_CHECKING
import numpy as np
import pytest
import vtk
import pyvista as pv
from pyvista import Color
from pyvista import LookupTable
if TYPE_CHECKING:
from pytest_mock import MockerFixture
@pytest.fixture
def lut():
return LookupTable()
@pytest.fixture
def lut_w_cmap():
return LookupTable('viridis')
def test_cmap_values_raises():
with pytest.raises(
ValueError,
match=re.escape('Cannot set both `cmap` and `values`.'),
):
LookupTable(cmap='foo', values='bar')
def test_call_raises(lut: LookupError, mocker: MockerFixture):
from pyvista.plotting import lookup_table
m = mocker.patch.object(lookup_table, 'np')
m.array.side_effect = TypeError
with pytest.raises(
TypeError,
match=re.escape('LookupTable __call__ expects a single value or an iterable.'),
):
lut('foo')
def test_values(lut):
values = [
[0, 0, 0, 255],
[85, 0, 0, 255],
[170, 0, 0, 255],
[255, 0, 0, 255],
]
lut.values = values
assert lut.values.dtype == np.uint8
assert np.allclose(lut.values, values)
with pytest.raises(RuntimeError, match='cannot be set'):
lut.n_values = 10
def test_apply_cmap(lut):
n_values = 5
lut.cmap = 'reds'
lut.n_values = n_values
assert lut.values.shape == (n_values, 4)
assert lut.n_values == n_values
def test_init_cmap():
new_lut = LookupTable('gray', n_values=2, flip=True)
assert np.allclose([[254, 255, 255, 255], [0, 0, 0, 255]], new_lut.values)
def test_init_values():
new_lut = LookupTable(values=[[254, 255, 255, 255], [0, 0, 0, 255]])
assert np.allclose([[254, 255, 255, 255], [0, 0, 0, 255]], new_lut.values)
def test_init_custom():
value_range = (0.1, 0.2)
hue_range = (0.2, 0.3)
alpha_range = (0.3, 0.4)
scalar_range = (1, 9)
ramp = 'linear'
nan_color = Color('r')
above_range_color = Color('b')
below_range_color = Color('g')
log_scale = True
annotations = {0: 'low', 4.5: 'medium', 9: 'high'}
new_lut = LookupTable(
value_range=value_range,
hue_range=hue_range,
alpha_range=alpha_range,
scalar_range=scalar_range,
ramp=ramp,
nan_color=nan_color,
above_range_color=above_range_color,
below_range_color=below_range_color,
log_scale=log_scale,
annotations=annotations,
)
assert new_lut.value_range == value_range
assert new_lut.hue_range == hue_range
assert new_lut.alpha_range == alpha_range
assert new_lut.scalar_range == scalar_range
assert new_lut.ramp == ramp
assert new_lut.nan_color == nan_color
assert new_lut.above_range_color == above_range_color
assert new_lut.below_range_color == below_range_color
assert new_lut.log_scale == log_scale
assert new_lut.annotations == annotations
def test_annotations(lut):
assert lut.annotations == {}
anno = {0: 'low', 0.5: 'medium', 1: 'high'}
lut.annotations = anno
assert lut.annotations == anno
def test_value_range(lut, lut_w_cmap):
assert lut_w_cmap.value_range is None
value_range = (0, 1.0)
lut.value_range = value_range
assert lut.value_range == value_range
def test_hue_range(lut, lut_w_cmap):
assert lut_w_cmap.hue_range is None
hue_range = (0, 1.0)
lut.hue_range = hue_range
assert lut.hue_range == hue_range
def test_saturation_range(lut, lut_w_cmap):
assert lut_w_cmap.saturation_range is None
saturation_range = (0, 1.0)
lut.saturation_range = saturation_range
assert lut.saturation_range == saturation_range
def test_alpha_range(lut, lut_w_cmap):
assert lut_w_cmap.alpha_range is None
alpha_range = (0, 1.0)
lut.alpha_range = alpha_range
assert lut.alpha_range == alpha_range
def test_nan_color(lut):
lut.nan_color = 'b'
assert lut.nan_color == Color('b')
def test_below_range_color(lut):
lut.below_range_color = 'r'
assert lut.below_range_color == Color('r')
assert lut.GetUseBelowRangeColor()
lut.below_range_color = None
assert lut.below_range_color is None
assert not lut.GetUseBelowRangeColor()
lut.below_range_color = True
assert lut.below_range_color == pv.global_theme.below_range_color
def test_above_range_color(lut):
lut.above_range_color = 'r'
assert lut.above_range_color == Color('r')
assert lut.GetUseAboveRangeColor()
lut.above_range_color = None
assert lut.above_range_color is None
assert not lut.GetUseAboveRangeColor()
lut.above_range_color = True
assert lut.above_range_color == pv.global_theme.above_range_color
def test_ramp(lut):
lut.ramp = 'linear'
assert lut.ramp == 'linear'
with pytest.raises(ValueError, match='must be one of the following'):
lut.ramp = 'foo'
def test_log_scale(lut):
lut.log_scale = True
assert lut.log_scale is True
lut.log_scale = False
assert lut.log_scale is False
def test_repr(lut):
assert 'PyVista' in repr(lut)
lut.values = lut.values**0.5
assert 'From values' in repr(lut)
lut.cmap = 'viridis'
assert 'viridis' in repr(lut)
# try a colorcet
lut.cmap = 'fire'
assert 'fire' in repr(lut)
def test_scalar_range(lut):
scalar_range = (0.5, 1.0)
lut.scalar_range = scalar_range
assert lut.scalar_range == scalar_range
def test_table_cmap_list(lut):
lut.cmap = ['red', 'green', 'blue']
assert lut.n_values == 3
@pytest.mark.skip_check_gc
def test_table_values_update(lut):
lut.cmap = 'Greens'
lut.values[:, -1] = np.linspace(0, 255, lut.n_values)
assert lut.values.max() == 255
assert lut.values[:, 2].max() < 255
def test_to_tf(lut):
tf = lut.to_color_tf()
assert isinstance(tf, vtk.vtkColorTransferFunction)
def test_map_value(lut):
assert lut.map_value(0.5) == (0.0, 1.0, 0.0, 1.0)
def test_call(lut):
n_values = 10
arr = lut(np.linspace(0, 1, n_values))
assert isinstance(arr, np.ndarray)
assert arr.shape[0] == n_values
assert lut.map_value(0.5) == lut.map_value(0.5)
@pytest.mark.skip_check_gc
def test_custom_opacity(lut):
values_copy = lut.values.copy()
lut.apply_opacity('sigmoid')
assert not np.array_equiv(lut.values[:, -1], 255)
# check RGB isn't changed when applying an opacity
assert np.array_equal(values_copy[:, :-1], lut.values[:, :-1])
# ensure opacity is not reset when changing the colormap
opac_orig = lut.values[:, -1].copy()
lut.cmap = 'jet'
assert np.array_equal(lut.values[:, -1], opac_orig)
lut.apply_opacity(0)
assert np.array_equiv(lut.values[:, -1], 0)
lut.apply_opacity(0.5)
assert np.array_equiv(lut.values[:, -1], int(255 * 0.5))
lut.apply_opacity(1)
assert np.array_equiv(lut.values[:, -1], 255)
with pytest.raises(ValueError, match='between 0 and 1'):
lut.apply_opacity(-0.1)
@pytest.mark.parametrize('clamping', [True, False])
def test_to_opacity_tf(lut, clamping):
tf = lut.to_opacity_tf(clamping=clamping)
assert isinstance(tf, vtk.vtkPiecewiseFunction)
assert tf.GetClamping() == int(clamping)
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