Coverage for difference/tests/test_din99.py: 100%

1"""Define the unit tests for the :mod:`colour.difference.din99` module.""" 

2 

3from __future__ import annotations 

4 

5from itertools import product 

6 

7import numpy as np 

8 

9from colour.constants import TOLERANCE_ABSOLUTE_TESTS 

10from colour.difference import delta_E_DIN99 

11from colour.utilities import domain_range_scale, ignore_numpy_errors 

12 

13__author__ = "Colour Developers" 

14__copyright__ = "Copyright 2013 Colour Developers" 

15__license__ = "BSD-3-Clause - https://opensource.org/licenses/BSD-3-Clause" 

16__maintainer__ = "Colour Developers" 

17__email__ = "colour-developers@colour-science.org" 

18__status__ = "Production" 

19 

20__all__ = [ 

21 "TestDelta_E_DIN99", 

22] 

23 

24 

25class TestDelta_E_DIN99: 

26 """ 

27 Define :func:`colour.difference.din99.delta_E_DIN99` definition unit 

28 tests methods. 

29 """ 

30 

31 def test_delta_E_DIN99(self) -> None: 

32 """Test :func:`colour.difference.din99.delta_E_DIN99` definition.""" 

33 

34 np.testing.assert_allclose( 

35 delta_E_DIN99( 

36 np.array([60.25740000, -34.00990000, 36.26770000]), 

37 np.array([60.46260000, -34.17510000, 39.43870000]), 

38 ), 

39 1.177216620111552, 

40 atol=TOLERANCE_ABSOLUTE_TESTS, 

41 ) 

42 

43 np.testing.assert_allclose( 

44 delta_E_DIN99( 

45 np.array([63.01090000, -31.09610000, -5.86630000]), 

46 np.array([62.81870000, -29.79460000, -4.08640000]), 

47 ), 

48 0.987529977993114, 

49 atol=TOLERANCE_ABSOLUTE_TESTS, 

50 ) 

51 

52 np.testing.assert_allclose( 

53 delta_E_DIN99( 

54 np.array([35.08310000, -44.11640000, 3.79330000]), 

55 np.array([35.02320000, -40.07160000, 1.59010000]), 

56 ), 

57 1.535894757971742, 

58 atol=TOLERANCE_ABSOLUTE_TESTS, 

59 ) 

60 

61 np.testing.assert_allclose( 

62 delta_E_DIN99( 

63 np.array([60.25740000, -34.00990000, 36.26770000]), 

64 np.array([60.46260000, -34.17510000, 39.43870000]), 

65 textiles=True, 

66 ), 

67 1.215652775586509, 

68 atol=TOLERANCE_ABSOLUTE_TESTS, 

69 ) 

70 

71 np.testing.assert_allclose( 

72 delta_E_DIN99( 

73 np.array([63.01090000, -31.09610000, -5.86630000]), 

74 np.array([62.81870000, -29.79460000, -4.08640000]), 

75 textiles=True, 

76 ), 

77 1.025997138865984, 

78 atol=TOLERANCE_ABSOLUTE_TESTS, 

79 ) 

80 

81 np.testing.assert_allclose( 

82 delta_E_DIN99( 

83 np.array([35.08310000, -44.11640000, 3.79330000]), 

84 np.array([35.02320000, -40.07160000, 1.59010000]), 

85 textiles=True, 

86 ), 

87 1.539922810033725, 

88 atol=TOLERANCE_ABSOLUTE_TESTS, 

89 ) 

90 

91 def test_n_dimensional_delta_E_DIN99(self) -> None: 

92 """ 

93 Test :func:`colour.difference.din99.delta_E_DIN99` definition 

94 n-dimensional arrays support. 

95 """ 

96 

97 Lab_1 = np.array([60.25740000, -34.00990000, 36.26770000]) 

98 Lab_2 = np.array([60.46260000, -34.17510000, 39.43870000]) 

99 delta_E = delta_E_DIN99(Lab_1, Lab_2) 

100 

101 Lab_1 = np.tile(Lab_1, (6, 1)) 

102 Lab_2 = np.tile(Lab_2, (6, 1)) 

103 delta_E = np.tile(delta_E, 6) 

104 np.testing.assert_allclose( 

105 delta_E_DIN99(Lab_1, Lab_2), delta_E, atol=TOLERANCE_ABSOLUTE_TESTS 

106 ) 

107 

108 Lab_1 = np.reshape(Lab_1, (2, 3, 3)) 

109 Lab_2 = np.reshape(Lab_2, (2, 3, 3)) 

110 delta_E = np.reshape(delta_E, (2, 3)) 

111 np.testing.assert_allclose( 

112 delta_E_DIN99(Lab_1, Lab_2), delta_E, atol=TOLERANCE_ABSOLUTE_TESTS 

113 ) 

114 

115 def test_domain_range_scale_delta_E_DIN99(self) -> None: 

116 """ 

117 Test :func:`colour.difference.din99.delta_E_DIN99` definition 

118 domain and range scale support. 

119 """ 

120 

121 Lab_1 = np.array([60.25740000, -34.00990000, 36.26770000]) 

122 Lab_2 = np.array([60.46260000, -34.17510000, 39.43870000]) 

123 delta_E = delta_E_DIN99(Lab_1, Lab_2) 

124 

125 d_r = (("reference", 1), ("1", 0.01), ("100", 1)) 

126 for scale, factor in d_r: 

127 with domain_range_scale(scale): 

128 np.testing.assert_allclose( 

129 delta_E_DIN99(Lab_1 * factor, Lab_2 * factor), 

130 delta_E, 

131 atol=TOLERANCE_ABSOLUTE_TESTS, 

132 ) 

133 

134 @ignore_numpy_errors 

135 def test_nan_delta_E_DIN99(self) -> None: 

136 """ 

137 Test :func:`colour.difference.din99.delta_E_DIN99` definition nan 

138 support. 

139 """ 

140 

141 cases = [-1.0, 0.0, 1.0, -np.inf, np.inf, np.nan] 

142 cases = np.array(list(set(product(cases, repeat=3)))) 

143 delta_E_DIN99(cases, cases)