colour.optimal.dataset.optimal_colour_stimuli Module

Optimal Colour Stimuli

Defines MacAdam optimal colour stimuli for various illuminants in CIE xyY colourspace.

The optimal colour stimuli data is in the form of a dict of tuple as follows:

{'name': tuple, ..., 'name': tuple}

where each tuple contains a collection of optimal colour stimulus tuple as follows:

(('x', 'y', 'Y'), ..., ('x', 'y', 'Y'))

References

[1]Wikipedia. (n.d.). Surfaces. Retrieved September 10, 2014, from http://en.wikipedia.org/wiki/Gamut#Surfaces
colour.optimal.dataset.optimal_colour_stimuli.A_OPTIMAL_COLOUR_STIMULI = ((0.0, 0.0, 0), (0.112, 0.1985, 10), (0.0859, 0.2957, 10), (0.0549, 0.4593, 10), (0.0433, 0.5548, 10), (0.0386, 0.6764, 10), (0.0441, 0.7368, 10), (0.0578, 0.7834, 10), (0.0786, 0.8102, 10), (0.103, 0.8188, 10), (0.1276, 0.8151, 10), (0.151, 0.8054, 10), (0.7188, 0.2812, 10), (0.7112, 0.2773, 10), (0.6506, 0.2469, 10), (0.6015, 0.2228, 10), (0.5604, 0.2032, 10), (0.5179, 0.1839, 10), (0.459, 0.1606, 10), (0.4302, 0.1526, 10), (0.3946, 0.1488, 10), (0.3514, 0.1519, 10), (0.2949, 0.161, 10), (0.2452, 0.1706, 10), (0.2009, 0.1797, 10), (0.1197, 0.3185, 20), (0.0977, 0.4993, 20), (0.0929, 0.6609, 20), (0.1073, 0.7534, 20), (0.1187, 0.7744, 20), (0.1335, 0.7863, 20), (0.1505, 0.7896, 20), (0.1683, 0.7863, 20), (0.2028, 0.769, 20), (0.3641, 0.6326, 20), (0.4206, 0.5776, 20), (0.7008, 0.2991, 20), (0.6726, 0.2834, 20), (0.635, 0.2629, 20), (0.602, 0.2454, 20), (0.5601, 0.2246, 20), (0.5005, 0.2027, 20), (0.4823, 0.2013, 20), (0.4532, 0.2053, 20), (0.4281, 0.2118, 20), (0.3651, 0.232, 20), (0.307, 0.2521, 20), (0.25, 0.2721, 20), (0.1828, 0.296, 20), (0.1442, 0.3923, 30), (0.1407, 0.4547, 30), (0.1393, 0.4995, 30), (0.139, 0.5533, 30), (0.1402, 0.6008, 30), (0.1439, 0.6546, 30), (0.1535, 0.7106, 30), (0.1667, 0.741, 30), (0.1763, 0.7503, 30), (0.2002, 0.7548, 30), (0.2403, 0.7366, 30), (0.68, 0.3198, 30), (0.6759, 0.3173, 30), (0.6488, 0.3006, 30), (0.6208, 0.2837, 30), (0.5863, 0.2637, 30), (0.5606, 0.25, 30), (0.5382, 0.2402, 30), (0.5168, 0.2358, 30), (0.4791, 0.2435, 30), (0.4295, 0.2636, 30), (0.3905, 0.2807, 30), (0.329, 0.3083, 30), (0.2202, 0.3576, 30), (0.1769, 0.436, 40), (0.18, 0.5225, 40), (0.1881, 0.6104, 40), (0.1958, 0.6562, 40), (0.2019, 0.6791, 40), (0.2106, 0.6997, 40), (0.2314, 0.7173, 40), (0.2405, 0.7178, 40), (0.2607, 0.7118, 40), (0.3023, 0.6839, 40), (0.5021, 0.4968, 40), (0.657, 0.3427, 40), (0.2151, 0.4588, 50), (0.2202, 0.5035, 50), (0.2303, 0.5698, 50), (0.2392, 0.6119, 50), (0.2507, 0.6483, 50), (0.2574, 0.6615, 50), (0.266, 0.672, 50), (0.2842, 0.6781, 50), (0.2994, 0.6742, 50), (0.3244, 0.6595, 50), (0.5025, 0.4961, 50), (0.6332, 0.3664, 50), (0.6296, 0.3635, 50), (0.6054, 0.3447, 50), (0.5803, 0.3257, 50), (0.56, 0.3111, 50), (0.535, 0.2957, 50), (0.5207, 0.2913, 50), (0.4996, 0.296, 50), (0.4503, 0.3221, 50), (0.4, 0.3511, 50), (0.3587, 0.3751, 50), (0.3105, 0.4031, 50), (0.2546, 0.4358, 50), (0.2576, 0.4662, 60), (0.2656, 0.5051, 60), (0.2702, 0.5247, 60), (0.2806, 0.5633, 60), (0.2898, 0.591, 60), (0.3, 0.614, 60), (0.3192, 0.6345, 60), (0.34, 0.6339, 60), (0.3797, 0.609, 60), (0.4252, 0.5692, 60), (0.4923, 0.5056, 60), (0.5995, 0.3999, 60), (0.6065, 0.3871, 60), (0.5751, 0.3606, 60), (0.5508, 0.3403, 60), (0.5252, 0.3217, 60), (0.5139, 0.3168, 60), (0.5005, 0.3178, 60), (0.4761, 0.3301, 60), (0.4496, 0.3461, 60), (0.4103, 0.3705, 60), (0.3375, 0.4161, 60), (0.3124, 0.4318, 60), (0.2634, 0.4626, 60), (0.3038, 0.4616, 70), (0.3105, 0.4832, 70), (0.3202, 0.5119, 70), (0.3255, 0.5258, 70), (0.3395, 0.558, 70), (0.3537, 0.5806, 70), (0.381, 0.5916, 70), (0.39, 0.5886, 70), (0.3999, 0.5835, 70), (0.5005, 0.4967, 70), (0.569, 0.43, 70), (0.5849, 0.4143, 70), (0.5812, 0.4106, 70), (0.5776, 0.407, 70), (0.5706, 0.4001, 70), (0.5351, 0.3661, 70), (0.5202, 0.353, 70), (0.5004, 0.3407, 70), (0.4904, 0.3412, 70), (0.4794, 0.3466, 70), (0.4703, 0.3519, 70), (0.3706, 0.4174, 70), (0.3501, 0.431, 70), (0.3219, 0.4497, 70), (0.3527, 0.448, 80), (0.3603, 0.4657, 80), (0.3803, 0.5061, 80), (0.41, 0.544, 80), (0.4299, 0.5467, 80), (0.4402, 0.5426, 80), (0.4598, 0.5298, 80), (0.4803, 0.513, 80), (0.5, 0.4954, 80), (0.5218, 0.475, 80), (0.5419, 0.4559, 80), (0.5603, 0.438, 80), (0.5566, 0.4338, 80), (0.5457, 0.4217, 80), (0.519, 0.3928, 80), (0.5004, 0.3744, 80), (0.4916, 0.3672, 80), (0.4799, 0.3636, 80), (0.4751, 0.3652, 80), (0.4698, 0.3679, 80), (0.456, 0.3767, 80), (0.4011, 0.4146, 80), (0.3805, 0.4289, 80), (0.3704, 0.4358, 80), (0.4016, 0.4288, 90), (0.4033, 0.4319, 90), (0.4081, 0.4402, 90), (0.4158, 0.4531, 90), (0.4308, 0.4756, 90), (0.4458, 0.4935, 90), (0.4552, 0.5011, 90), (0.4658, 0.5049, 90), (0.4854, 0.4999, 90), (0.5081, 0.4842, 90), (0.5228, 0.4717, 90), (0.5343, 0.4614, 90), (0.5304, 0.4565, 90), (0.5158, 0.4381, 90), (0.4987, 0.4173, 90), (0.4827, 0.399, 90), (0.4656, 0.3859, 90), (0.4562, 0.39, 90), (0.442, 0.3999, 90), (0.4275, 0.4103, 90), (0.4079, 0.4244, 90), (0.4024, 0.4283, 90), (0.425, 0.4183, 95), (0.4276, 0.4223, 95), (0.4351, 0.4339, 95), (0.4447, 0.4476, 95), (0.455, 0.4607, 95), (0.466, 0.4728, 95), (0.4787, 0.4823, 95), (0.4921, 0.4849, 95), (0.5032, 0.4816, 95), (0.5189, 0.4719, 95), (0.5151, 0.4667, 95), (0.4901, 0.4334, 95), (0.474, 0.4131, 95), (0.4588, 0.3975, 95), (0.4504, 0.3999, 95), (0.4392, 0.408, 95), (0.4294, 0.4151, 95), (0.4254, 0.418, 95), (0.4475, 0.4075, 100))

CIE Standard Illuminant A optimal colour stimuli.

A_OPTIMAL_COLOUR_STIMULI : tuple

References

[2]Wyszecki, G., & Stiles, W. S. (2000). Table I(3.7). In Color Science: Concepts and Methods, Quantitative Data and Formulae (pp. 776–777). Wiley. ISBN:978-0471399186
colour.optimal.dataset.optimal_colour_stimuli.C_OPTIMAL_COLOUR_STIMULI = ((0.0, 0.0, 0), (0.1363, 0.0692, 10), (0.1308, 0.0792, 10), (0.0808, 0.2132, 10), (0.0371, 0.4135, 10), (0.0251, 0.5007, 10), (0.0181, 0.5893, 10), (0.0181, 0.6718, 10), (0.0276, 0.7416, 10), (0.0434, 0.789, 10), (0.0687, 0.8178, 10), (0.0996, 0.8252, 10), (0.704, 0.2946, 10), (0.5126, 0.1913, 10), (0.3424, 0.1028, 10), (0.2813, 0.0771, 10), (0.2518, 0.0693, 10), (0.2378, 0.0674, 10), (0.223, 0.0663, 10), (0.1868, 0.0664, 10), (0.1628, 0.0676, 10), (0.1289, 0.1268, 20), (0.123, 0.1438, 20), (0.1027, 0.2152, 20), (0.0762, 0.342, 20), (0.0572, 0.4775, 20), (0.05, 0.625, 20), (0.0637, 0.741, 20), (0.0787, 0.7747, 20), (0.0992, 0.7975, 20), (0.1239, 0.8055, 20), (0.1518, 0.7983, 20), (0.6717, 0.3273, 20), (0.5542, 0.2513, 20), (0.4077, 0.1603, 20), (0.3463, 0.1263, 20), (0.3195, 0.115, 20), (0.3075, 0.1122, 20), (0.2968, 0.1104, 20), (0.2586, 0.1104, 20), (0.1918, 0.1182, 20), (0.1302, 0.1764, 30), (0.1255, 0.198, 30), (0.1092, 0.2845, 30), (0.0909, 0.4178, 30), (0.0855, 0.55, 30), (0.0836, 0.611, 30), (0.0911, 0.67, 30), (0.0975, 0.714, 30), (0.11, 0.7487, 30), (0.1294, 0.77, 30), (0.1462, 0.7806, 30), (0.1698, 0.7793, 30), (0.1957, 0.7696, 30), (0.639, 0.3613, 30), (0.553, 0.295, 30), (0.43, 0.204, 30), (0.3733, 0.1658, 30), (0.3485, 0.1528, 30), (0.33, 0.1462, 30), (0.314, 0.1443, 30), (0.3045, 0.1447, 30), (0.2643, 0.1503, 30), (0.1383, 0.218, 40), (0.135, 0.2425, 40), (0.1246, 0.3363, 40), (0.1179, 0.472, 40), (0.1343, 0.68, 40), (0.1596, 0.7377, 40), (0.1766, 0.747, 40), (0.1952, 0.75, 40), (0.2437, 0.7305, 40), (0.2964, 0.6903, 40), (0.32, 0.6357, 40), (0.6065, 0.3925, 40), (0.5395, 0.332, 40), (0.4347, 0.241, 40), (0.3833, 0.2, 40), (0.3607, 0.1851, 40), (0.3527, 0.1807, 40), (0.3453, 0.1777, 40), (0.3325, 0.1752, 40), (0.326, 0.175, 40), (0.3003, 0.1783, 40), (0.2727, 0.1844, 40), (0.2276, 0.1955, 40), (0.151, 0.252, 50), (0.1497, 0.2785, 50), (0.1462, 0.3736, 50), (0.149, 0.5017, 50), (0.1589, 0.599, 50), (0.1677, 0.6411, 50), (0.1782, 0.675, 50), (0.1913, 0.698, 50), (0.2222, 0.7185, 50), (0.2867, 0.6936, 50), (0.3412, 0.6493, 50), (0.4066, 0.589, 50), (0.5759, 0.4231, 50), (0.5207, 0.3655, 50), (0.4304, 0.2737, 50), (0.3844, 0.2309, 50), (0.3489, 0.2071, 50), (0.3347, 0.2026, 50), (0.3175, 0.2046, 50), (0.3, 0.2092, 50), (0.2746, 0.2162, 50), (0.2024, 0.2373, 50), (0.1694, 0.2797, 60), (0.1698, 0.3065, 60), (0.1732, 0.3995, 60), (0.1847, 0.5156, 60), (0.2011, 0.5982, 60), (0.2117, 0.6316, 60), (0.2238, 0.6567, 60), (0.2525, 0.6823, 60), (0.2694, 0.684, 60), (0.3344, 0.6502, 60), (0.3908, 0.6016, 60), (0.4605, 0.5364, 60), (0.547, 0.4514, 60), (0.5004, 0.3963, 60), (0.4217, 0.3042, 60), (0.3803, 0.2593, 60), (0.35, 0.233, 60), (0.3376, 0.2284, 60), (0.3238, 0.2294, 60), (0.3132, 0.2322, 60), (0.2593, 0.2497, 60), (0.1932, 0.3005, 70), (0.1953, 0.3263, 70), (0.2064, 0.4136, 70), (0.2261, 0.5163, 70), (0.2495, 0.5835, 70), (0.2733, 0.6282, 70), (0.3063, 0.6432, 70), (0.3213, 0.6415, 70), (0.3408, 0.6316, 70), (0.3876, 0.5999, 70), (0.5187, 0.478, 70), (0.4795, 0.4243, 70), (0.4107, 0.3319, 70), (0.3566, 0.2675, 70), (0.346, 0.2578, 70), (0.3356, 0.2525, 70), (0.3185, 0.2544, 70), (0.2875, 0.2651, 70), (0.229, 0.2868, 70), (0.2236, 0.312, 80), (0.2282, 0.3382, 80), (0.2465, 0.4183, 80), (0.2743, 0.5056, 80), (0.2991, 0.5591, 80), (0.3136, 0.5784, 80), (0.3284, 0.5913, 80), (0.357, 0.5932, 80), (0.3785, 0.5912, 80), (0.4493, 0.5433, 80), (0.4901, 0.5038, 80), (0.4562, 0.4505, 80), (0.3966, 0.3584, 80), (0.3631, 0.3103, 80), (0.3391, 0.2815, 80), (0.3304, 0.2754, 80), (0.3229, 0.2756, 80), (0.3035, 0.2802, 80), (0.2747, 0.2926, 80), (0.2276, 0.3119, 80), (0.2631, 0.3192, 90), (0.2697, 0.341, 90), (0.2956, 0.4111, 90), (0.3302, 0.4827, 90), (0.359, 0.5232, 90), (0.3742, 0.5364, 90), (0.3896, 0.5438, 90), (0.402, 0.5493, 90), (0.4221, 0.543, 90), (0.4397, 0.535, 90), (0.4555, 0.5235, 90), (0.4295, 0.4741, 90), (0.333, 0.308, 90), (0.323, 0.2975, 90), (0.318, 0.2958, 90), (0.298, 0.303, 90), (0.2813, 0.3106, 90), (0.2857, 0.3185, 95), (0.2943, 0.3395, 95), (0.3226, 0.4055, 95), (0.3608, 0.4679, 95), (0.3907, 0.5025, 95), (0.4055, 0.5126, 95), (0.4209, 0.518, 95), (0.43, 0.5195, 95), (0.407, 0.472, 95), (0.363, 0.3855, 95), (0.327, 0.3172, 95), (0.316, 0.3069, 95), (0.3053, 0.3096, 95), (0.31006, 0.31616, 100))

CIE Illuminant C optimal colour stimuli.

C_OPTIMAL_COLOUR_STIMULI : tuple

References

[3]MacAdam, D. L. (1935). Maximum Visual Efficiency of Colored Materials. J. Opt. Soc. Am., 25(11), 361–367. doi:10.1364/JOSA.25.000361
colour.optimal.dataset.optimal_colour_stimuli.D65_OPTIMAL_COLOUR_STIMULI = ((0.0, 0.0, 0), (0.1346, 0.0747, 10), (0.099, 0.1607, 10), (0.0751, 0.2403, 10), (0.0391, 0.4074, 10), (0.0211, 0.549, 10), (0.0177, 0.6693, 10), (0.0344, 0.7732, 10), (0.0516, 0.8055, 10), (0.0727, 0.8223, 10), (0.0959, 0.8261, 10), (0.1188, 0.8213, 10), (0.7035, 0.2965, 10), (0.6832, 0.2853, 10), (0.647, 0.2653, 10), (0.5517, 0.2132, 10), (0.5309, 0.2019, 10), (0.4346, 0.1504, 10), (0.3999, 0.1324, 10), (0.3549, 0.1101, 10), (0.3207, 0.0945, 10), (0.2989, 0.0857, 10), (0.2852, 0.0808, 10), (0.266, 0.0755, 10), (0.2186, 0.0707, 10), (0.1268, 0.1365, 20), (0.1081, 0.1984, 20), (0.0894, 0.2766, 20), (0.066, 0.4074, 20), (0.0549, 0.4971, 20), (0.0479, 0.6227, 20), (0.0565, 0.7312, 20), (0.0927, 0.8005, 20), (0.1289, 0.8078, 20), (0.1479, 0.8026, 20), (0.1664, 0.7941, 20), (0.6708, 0.3289, 20), (0.6591, 0.3213, 20), (0.5988, 0.282, 20), (0.5514, 0.2513, 20), (0.5018, 0.2197, 20), (0.4502, 0.1874, 20), (0.4045, 0.1601, 20), (0.3762, 0.1443, 20), (0.344, 0.1284, 20), (0.3185, 0.1196, 20), (0.2935, 0.1164, 20), (0.2528, 0.1189, 20), (0.2205, 0.1229, 20), (0.1282, 0.1889, 30), (0.1067, 0.3003, 30), (0.099, 0.3535, 30), (0.0929, 0.4041, 30), (0.0846, 0.5028, 30), (0.0819, 0.602, 30), (0.0836, 0.6491, 30), (0.1004, 0.7433, 30), (0.1481, 0.7857, 30), (0.1799, 0.7787, 30), (0.2119, 0.7609, 30), (0.6368, 0.3628, 30), (0.6281, 0.3561, 30), (0.5682, 0.3098, 30), (0.5271, 0.2784, 30), (0.4977, 0.2562, 30), (0.4504, 0.2212, 30), (0.4219, 0.2008, 30), (0.3999, 0.1859, 30), (0.3801, 0.1732, 30), (0.3491, 0.1574, 30), (0.335, 0.1536, 30), (0.3197, 0.1526, 30), (0.2021, 0.1732, 30), (0.136, 0.2324, 40), (0.1266, 0.303, 40), (0.1219, 0.3504, 40), (0.1183, 0.3985, 40), (0.1155, 0.4509, 40), (0.1141, 0.5055, 40), (0.1312, 0.7047, 40), (0.1516, 0.7454, 40), (0.1853, 0.7587, 40), (0.2129, 0.751, 40), (0.2415, 0.7344, 40), (0.6041, 0.3954, 40), (0.5969, 0.3888, 40), (0.5524, 0.3484, 40), (0.5257, 0.3244, 40), (0.498, 0.2997, 40), (0.4598, 0.2661, 40), (0.3696, 0.1949, 40), (0.3603, 0.1898, 40), (0.3501, 0.1859, 40), (0.3375, 0.1841, 40), (0.2581, 0.2001, 40), (0.222, 0.2095, 40), (0.1771, 0.2214, 40), (0.1491, 0.2679, 50), (0.1441, 0.3511, 50), (0.1429, 0.4025, 50), (0.1429, 0.4479, 50), (0.1472, 0.5522, 50), (0.1548, 0.6201, 50), (0.1621, 0.657, 50), (0.179, 0.7035, 50), (0.1929, 0.7201, 50), (0.2114, 0.7277, 50), (0.2991, 0.6851, 50), (0.5731, 0.4262, 50), (0.5668, 0.4195, 50), (0.5492, 0.4009, 50), (0.4795, 0.3281, 50), (0.4514, 0.2994, 50), (0.4113, 0.26, 50), (0.3897, 0.2401, 50), (0.3509, 0.2139, 50), (0.3391, 0.2126, 50), (0.3211, 0.2155, 50), (0.3042, 0.22, 50), (0.2466, 0.2374, 50), (0.2041, 0.2507, 50), (0.1674, 0.2959, 60), (0.1677, 0.352, 60), (0.17, 0.413, 60), (0.1749, 0.4782, 60), (0.1801, 0.5257, 60), (0.1873, 0.573, 60), (0.1994, 0.6257, 60), (0.2088, 0.6523, 60), (0.2506, 0.6927, 60), (0.3703, 0.69, 60), (0.293, 0.6798, 60), (0.5435, 0.4552, 60), (0.5379, 0.4483, 60), (0.4775, 0.3751, 60), (0.4522, 0.345, 60), (0.4138, 0.3005, 60), (0.3611, 0.2472, 60), (0.3497, 0.2405, 60), (0.3395, 0.2388, 60), (0.3195, 0.2429, 60), (0.2963, 0.2505, 60), (0.2701, 0.2595, 60), (0.227, 0.2747, 60), (0.2037, 0.283, 60), (0.1916, 0.3164, 70), (0.1958, 0.3656, 70), (0.2003, 0.4069, 70), (0.2065, 0.4485, 70), (0.215, 0.4963, 70), (0.2221, 0.5295, 70), (0.2298, 0.5597, 70), (0.2402, 0.5918, 70), (0.255, 0.6237, 70), (0.2784, 0.6484, 70), (0.3, 0.6521, 70), (0.5148, 0.4825, 70), (0.5097, 0.4753, 70), (0.4776, 0.4304, 70), (0.4508, 0.3933, 70), (0.4192, 0.3505, 70), (0.4005, 0.3259, 70), (0.3706, 0.289, 70), (0.3663, 0.2842, 70), (0.3517, 0.2699, 70), (0.3364, 0.2634, 70), (0.3194, 0.2671, 70), (0.3007, 0.2739, 70), (0.2664, 0.2872, 70), (0.2232, 0.329, 80), (0.2404, 0.4145, 80), (0.2496, 0.4504, 80), (0.2583, 0.4801, 80), (0.276, 0.5308, 80), (0.3023, 0.5809, 80), (0.3092, 0.5892, 80), (0.3318, 0.6041, 80), (0.3515, 0.6048, 80), (0.3679, 0.5995, 80), (0.408, 0.575, 80), (0.4858, 0.5081, 80), (0.4811, 0.5005, 80), (0.4634, 0.4719, 80), (0.4514, 0.4526, 80), (0.4299, 0.4158, 80), (0.4001, 0.372, 80), (0.3732, 0.3319, 80), (0.3603, 0.3139, 80), (0.35, 0.3009, 80), (0.3307, 0.2866, 80), (0.273, 0.308, 80), (0.2519, 0.3169, 80), (0.24, 0.3219, 80), (0.2639, 0.3331, 90), (0.2801, 0.3832, 90), (0.2864, 0.4008, 90), (0.3059, 0.4486, 90), (0.3182, 0.4746, 90), (0.3317, 0.4994, 90), (0.3513, 0.5278, 90), (0.3657, 0.5421, 90), (0.3946, 0.5537, 90), (0.4126, 0.551, 90), (0.4354, 0.5406, 90), (0.453, 0.5293, 90), (0.4486, 0.521, 90), (0.4444, 0.5131, 90), (0.4325, 0.4906, 90), (0.4215, 0.47, 90), (0.399, 0.4284, 90), (0.3749, 0.3849, 90), (0.3504, 0.3431, 90), (0.3349, 0.3196, 90), (0.3217, 0.3084, 90), (0.3099, 0.3124, 90), (0.2852, 0.3235, 90), (0.2711, 0.3299, 90), (0.2875, 0.332, 95), (0.2949, 0.3513, 95), (0.3067, 0.38, 95), (0.323, 0.415, 95), (0.3368, 0.4415, 95), (0.3508, 0.4654, 95), (0.3644, 0.4856, 95), (0.3765, 0.5007, 95), (0.3887, 0.5126, 95), (0.4003, 0.5206, 95), (0.4108, 0.5251, 95), (0.4281, 0.5268, 95), (0.4204, 0.5109, 95), (0.4132, 0.4959, 95), (0.4031, 0.4751, 95), (0.3697, 0.4076, 95), (0.3498, 0.3692, 95), (0.3401, 0.3513, 95), (0.3295, 0.3331, 95), (0.3167, 0.3189, 95), (0.3148, 0.3195, 95), (0.3103, 0.3214, 95), (0.3006, 0.3259, 95), (0.29, 0.3308, 95), (0.3127, 0.329, 100))

CIE Standard Illuminant D Series D65 optimal colour stimuli.

D65_OPTIMAL_COLOUR_STIMULI : tuple

References

[4]Wyszecki, G., & Stiles, W. S. (2000). Table II(3.7). In Color Science: Concepts and Methods, Quantitative Data and Formulae (pp. 778–779). Wiley. ISBN:978-0471399186
colour.optimal.dataset.optimal_colour_stimuli.ILLUMINANTS_OPTIMAL_COLOUR_STIMULI = CaseInsensitiveMapping({u'A': ((0.0, 0.0, 0), (0.112, 0.1985, 10), (0.0859, 0.2957, 10), (0.0549, 0.4593, 10), (0.0433, 0.5548, 10), (0.0386, 0.6764, 10), (0.0441, 0.7368, 10), (0.0578, 0.7834, 10), (0.0786, 0.8102, 10), (0.103, 0.8188, 10), (0.1276, 0.8151, 10), (0.151, 0.8054, 10), (0.7188, 0.2812, 10), (0.7112, 0.2773, 10), (0.6506, 0.2469, 10), (0.6015, 0.2228, 10), (0.5604, 0.2032, 10), (0.5179, 0.1839, 10), (0.459, 0.1606, 10), (0.4302, 0.1526, 10), (0.3946, 0.1488, 10), (0.3514, 0.1519, 10), (0.2949, 0.161, 10), (0.2452, 0.1706, 10), (0.2009, 0.1797, 10), (0.1197, 0.3185, 20), (0.0977, 0.4993, 20), (0.0929, 0.6609, 20), (0.1073, 0.7534, 20), (0.1187, 0.7744, 20), (0.1335, 0.7863, 20), (0.1505, 0.7896, 20), (0.1683, 0.7863, 20), (0.2028, 0.769, 20), (0.3641, 0.6326, 20), (0.4206, 0.5776, 20), (0.7008, 0.2991, 20), (0.6726, 0.2834, 20), (0.635, 0.2629, 20), (0.602, 0.2454, 20), (0.5601, 0.2246, 20), (0.5005, 0.2027, 20), (0.4823, 0.2013, 20), (0.4532, 0.2053, 20), (0.4281, 0.2118, 20), (0.3651, 0.232, 20), (0.307, 0.2521, 20), (0.25, 0.2721, 20), (0.1828, 0.296, 20), (0.1442, 0.3923, 30), (0.1407, 0.4547, 30), (0.1393, 0.4995, 30), (0.139, 0.5533, 30), (0.1402, 0.6008, 30), (0.1439, 0.6546, 30), (0.1535, 0.7106, 30), (0.1667, 0.741, 30), (0.1763, 0.7503, 30), (0.2002, 0.7548, 30), (0.2403, 0.7366, 30), (0.68, 0.3198, 30), (0.6759, 0.3173, 30), (0.6488, 0.3006, 30), (0.6208, 0.2837, 30), (0.5863, 0.2637, 30), (0.5606, 0.25, 30), (0.5382, 0.2402, 30), (0.5168, 0.2358, 30), (0.4791, 0.2435, 30), (0.4295, 0.2636, 30), (0.3905, 0.2807, 30), (0.329, 0.3083, 30), (0.2202, 0.3576, 30), (0.1769, 0.436, 40), (0.18, 0.5225, 40), (0.1881, 0.6104, 40), (0.1958, 0.6562, 40), (0.2019, 0.6791, 40), (0.2106, 0.6997, 40), (0.2314, 0.7173, 40), (0.2405, 0.7178, 40), (0.2607, 0.7118, 40), (0.3023, 0.6839, 40), (0.5021, 0.4968, 40), (0.657, 0.3427, 40), (0.2151, 0.4588, 50), (0.2202, 0.5035, 50), (0.2303, 0.5698, 50), (0.2392, 0.6119, 50), (0.2507, 0.6483, 50), (0.2574, 0.6615, 50), (0.266, 0.672, 50), (0.2842, 0.6781, 50), (0.2994, 0.6742, 50), (0.3244, 0.6595, 50), (0.5025, 0.4961, 50), (0.6332, 0.3664, 50), (0.6296, 0.3635, 50), (0.6054, 0.3447, 50), (0.5803, 0.3257, 50), (0.56, 0.3111, 50), (0.535, 0.2957, 50), (0.5207, 0.2913, 50), (0.4996, 0.296, 50), (0.4503, 0.3221, 50), (0.4, 0.3511, 50), (0.3587, 0.3751, 50), (0.3105, 0.4031, 50), (0.2546, 0.4358, 50), (0.2576, 0.4662, 60), (0.2656, 0.5051, 60), (0.2702, 0.5247, 60), (0.2806, 0.5633, 60), (0.2898, 0.591, 60), (0.3, 0.614, 60), (0.3192, 0.6345, 60), (0.34, 0.6339, 60), (0.3797, 0.609, 60), (0.4252, 0.5692, 60), (0.4923, 0.5056, 60), (0.5995, 0.3999, 60), (0.6065, 0.3871, 60), (0.5751, 0.3606, 60), (0.5508, 0.3403, 60), (0.5252, 0.3217, 60), (0.5139, 0.3168, 60), (0.5005, 0.3178, 60), (0.4761, 0.3301, 60), (0.4496, 0.3461, 60), (0.4103, 0.3705, 60), (0.3375, 0.4161, 60), (0.3124, 0.4318, 60), (0.2634, 0.4626, 60), (0.3038, 0.4616, 70), (0.3105, 0.4832, 70), (0.3202, 0.5119, 70), (0.3255, 0.5258, 70), (0.3395, 0.558, 70), (0.3537, 0.5806, 70), (0.381, 0.5916, 70), (0.39, 0.5886, 70), (0.3999, 0.5835, 70), (0.5005, 0.4967, 70), (0.569, 0.43, 70), (0.5849, 0.4143, 70), (0.5812, 0.4106, 70), (0.5776, 0.407, 70), (0.5706, 0.4001, 70), (0.5351, 0.3661, 70), (0.5202, 0.353, 70), (0.5004, 0.3407, 70), (0.4904, 0.3412, 70), (0.4794, 0.3466, 70), (0.4703, 0.3519, 70), (0.3706, 0.4174, 70), (0.3501, 0.431, 70), (0.3219, 0.4497, 70), (0.3527, 0.448, 80), (0.3603, 0.4657, 80), (0.3803, 0.5061, 80), (0.41, 0.544, 80), (0.4299, 0.5467, 80), (0.4402, 0.5426, 80), (0.4598, 0.5298, 80), (0.4803, 0.513, 80), (0.5, 0.4954, 80), (0.5218, 0.475, 80), (0.5419, 0.4559, 80), (0.5603, 0.438, 80), (0.5566, 0.4338, 80), (0.5457, 0.4217, 80), (0.519, 0.3928, 80), (0.5004, 0.3744, 80), (0.4916, 0.3672, 80), (0.4799, 0.3636, 80), (0.4751, 0.3652, 80), (0.4698, 0.3679, 80), (0.456, 0.3767, 80), (0.4011, 0.4146, 80), (0.3805, 0.4289, 80), (0.3704, 0.4358, 80), (0.4016, 0.4288, 90), (0.4033, 0.4319, 90), (0.4081, 0.4402, 90), (0.4158, 0.4531, 90), (0.4308, 0.4756, 90), (0.4458, 0.4935, 90), (0.4552, 0.5011, 90), (0.4658, 0.5049, 90), (0.4854, 0.4999, 90), (0.5081, 0.4842, 90), (0.5228, 0.4717, 90), (0.5343, 0.4614, 90), (0.5304, 0.4565, 90), (0.5158, 0.4381, 90), (0.4987, 0.4173, 90), (0.4827, 0.399, 90), (0.4656, 0.3859, 90), (0.4562, 0.39, 90), (0.442, 0.3999, 90), (0.4275, 0.4103, 90), (0.4079, 0.4244, 90), (0.4024, 0.4283, 90), (0.425, 0.4183, 95), (0.4276, 0.4223, 95), (0.4351, 0.4339, 95), (0.4447, 0.4476, 95), (0.455, 0.4607, 95), (0.466, 0.4728, 95), (0.4787, 0.4823, 95), (0.4921, 0.4849, 95), (0.5032, 0.4816, 95), (0.5189, 0.4719, 95), (0.5151, 0.4667, 95), (0.4901, 0.4334, 95), (0.474, 0.4131, 95), (0.4588, 0.3975, 95), (0.4504, 0.3999, 95), (0.4392, 0.408, 95), (0.4294, 0.4151, 95), (0.4254, 0.418, 95), (0.4475, 0.4075, 100)), u'D65': ((0.0, 0.0, 0), (0.1346, 0.0747, 10), (0.099, 0.1607, 10), (0.0751, 0.2403, 10), (0.0391, 0.4074, 10), (0.0211, 0.549, 10), (0.0177, 0.6693, 10), (0.0344, 0.7732, 10), (0.0516, 0.8055, 10), (0.0727, 0.8223, 10), (0.0959, 0.8261, 10), (0.1188, 0.8213, 10), (0.7035, 0.2965, 10), (0.6832, 0.2853, 10), (0.647, 0.2653, 10), (0.5517, 0.2132, 10), (0.5309, 0.2019, 10), (0.4346, 0.1504, 10), (0.3999, 0.1324, 10), (0.3549, 0.1101, 10), (0.3207, 0.0945, 10), (0.2989, 0.0857, 10), (0.2852, 0.0808, 10), (0.266, 0.0755, 10), (0.2186, 0.0707, 10), (0.1268, 0.1365, 20), (0.1081, 0.1984, 20), (0.0894, 0.2766, 20), (0.066, 0.4074, 20), (0.0549, 0.4971, 20), (0.0479, 0.6227, 20), (0.0565, 0.7312, 20), (0.0927, 0.8005, 20), (0.1289, 0.8078, 20), (0.1479, 0.8026, 20), (0.1664, 0.7941, 20), (0.6708, 0.3289, 20), (0.6591, 0.3213, 20), (0.5988, 0.282, 20), (0.5514, 0.2513, 20), (0.5018, 0.2197, 20), (0.4502, 0.1874, 20), (0.4045, 0.1601, 20), (0.3762, 0.1443, 20), (0.344, 0.1284, 20), (0.3185, 0.1196, 20), (0.2935, 0.1164, 20), (0.2528, 0.1189, 20), (0.2205, 0.1229, 20), (0.1282, 0.1889, 30), (0.1067, 0.3003, 30), (0.099, 0.3535, 30), (0.0929, 0.4041, 30), (0.0846, 0.5028, 30), (0.0819, 0.602, 30), (0.0836, 0.6491, 30), (0.1004, 0.7433, 30), (0.1481, 0.7857, 30), (0.1799, 0.7787, 30), (0.2119, 0.7609, 30), (0.6368, 0.3628, 30), (0.6281, 0.3561, 30), (0.5682, 0.3098, 30), (0.5271, 0.2784, 30), (0.4977, 0.2562, 30), (0.4504, 0.2212, 30), (0.4219, 0.2008, 30), (0.3999, 0.1859, 30), (0.3801, 0.1732, 30), (0.3491, 0.1574, 30), (0.335, 0.1536, 30), (0.3197, 0.1526, 30), (0.2021, 0.1732, 30), (0.136, 0.2324, 40), (0.1266, 0.303, 40), (0.1219, 0.3504, 40), (0.1183, 0.3985, 40), (0.1155, 0.4509, 40), (0.1141, 0.5055, 40), (0.1312, 0.7047, 40), (0.1516, 0.7454, 40), (0.1853, 0.7587, 40), (0.2129, 0.751, 40), (0.2415, 0.7344, 40), (0.6041, 0.3954, 40), (0.5969, 0.3888, 40), (0.5524, 0.3484, 40), (0.5257, 0.3244, 40), (0.498, 0.2997, 40), (0.4598, 0.2661, 40), (0.3696, 0.1949, 40), (0.3603, 0.1898, 40), (0.3501, 0.1859, 40), (0.3375, 0.1841, 40), (0.2581, 0.2001, 40), (0.222, 0.2095, 40), (0.1771, 0.2214, 40), (0.1491, 0.2679, 50), (0.1441, 0.3511, 50), (0.1429, 0.4025, 50), (0.1429, 0.4479, 50), (0.1472, 0.5522, 50), (0.1548, 0.6201, 50), (0.1621, 0.657, 50), (0.179, 0.7035, 50), (0.1929, 0.7201, 50), (0.2114, 0.7277, 50), (0.2991, 0.6851, 50), (0.5731, 0.4262, 50), (0.5668, 0.4195, 50), (0.5492, 0.4009, 50), (0.4795, 0.3281, 50), (0.4514, 0.2994, 50), (0.4113, 0.26, 50), (0.3897, 0.2401, 50), (0.3509, 0.2139, 50), (0.3391, 0.2126, 50), (0.3211, 0.2155, 50), (0.3042, 0.22, 50), (0.2466, 0.2374, 50), (0.2041, 0.2507, 50), (0.1674, 0.2959, 60), (0.1677, 0.352, 60), (0.17, 0.413, 60), (0.1749, 0.4782, 60), (0.1801, 0.5257, 60), (0.1873, 0.573, 60), (0.1994, 0.6257, 60), (0.2088, 0.6523, 60), (0.2506, 0.6927, 60), (0.3703, 0.69, 60), (0.293, 0.6798, 60), (0.5435, 0.4552, 60), (0.5379, 0.4483, 60), (0.4775, 0.3751, 60), (0.4522, 0.345, 60), (0.4138, 0.3005, 60), (0.3611, 0.2472, 60), (0.3497, 0.2405, 60), (0.3395, 0.2388, 60), (0.3195, 0.2429, 60), (0.2963, 0.2505, 60), (0.2701, 0.2595, 60), (0.227, 0.2747, 60), (0.2037, 0.283, 60), (0.1916, 0.3164, 70), (0.1958, 0.3656, 70), (0.2003, 0.4069, 70), (0.2065, 0.4485, 70), (0.215, 0.4963, 70), (0.2221, 0.5295, 70), (0.2298, 0.5597, 70), (0.2402, 0.5918, 70), (0.255, 0.6237, 70), (0.2784, 0.6484, 70), (0.3, 0.6521, 70), (0.5148, 0.4825, 70), (0.5097, 0.4753, 70), (0.4776, 0.4304, 70), (0.4508, 0.3933, 70), (0.4192, 0.3505, 70), (0.4005, 0.3259, 70), (0.3706, 0.289, 70), (0.3663, 0.2842, 70), (0.3517, 0.2699, 70), (0.3364, 0.2634, 70), (0.3194, 0.2671, 70), (0.3007, 0.2739, 70), (0.2664, 0.2872, 70), (0.2232, 0.329, 80), (0.2404, 0.4145, 80), (0.2496, 0.4504, 80), (0.2583, 0.4801, 80), (0.276, 0.5308, 80), (0.3023, 0.5809, 80), (0.3092, 0.5892, 80), (0.3318, 0.6041, 80), (0.3515, 0.6048, 80), (0.3679, 0.5995, 80), (0.408, 0.575, 80), (0.4858, 0.5081, 80), (0.4811, 0.5005, 80), (0.4634, 0.4719, 80), (0.4514, 0.4526, 80), (0.4299, 0.4158, 80), (0.4001, 0.372, 80), (0.3732, 0.3319, 80), (0.3603, 0.3139, 80), (0.35, 0.3009, 80), (0.3307, 0.2866, 80), (0.273, 0.308, 80), (0.2519, 0.3169, 80), (0.24, 0.3219, 80), (0.2639, 0.3331, 90), (0.2801, 0.3832, 90), (0.2864, 0.4008, 90), (0.3059, 0.4486, 90), (0.3182, 0.4746, 90), (0.3317, 0.4994, 90), (0.3513, 0.5278, 90), (0.3657, 0.5421, 90), (0.3946, 0.5537, 90), (0.4126, 0.551, 90), (0.4354, 0.5406, 90), (0.453, 0.5293, 90), (0.4486, 0.521, 90), (0.4444, 0.5131, 90), (0.4325, 0.4906, 90), (0.4215, 0.47, 90), (0.399, 0.4284, 90), (0.3749, 0.3849, 90), (0.3504, 0.3431, 90), (0.3349, 0.3196, 90), (0.3217, 0.3084, 90), (0.3099, 0.3124, 90), (0.2852, 0.3235, 90), (0.2711, 0.3299, 90), (0.2875, 0.332, 95), (0.2949, 0.3513, 95), (0.3067, 0.38, 95), (0.323, 0.415, 95), (0.3368, 0.4415, 95), (0.3508, 0.4654, 95), (0.3644, 0.4856, 95), (0.3765, 0.5007, 95), (0.3887, 0.5126, 95), (0.4003, 0.5206, 95), (0.4108, 0.5251, 95), (0.4281, 0.5268, 95), (0.4204, 0.5109, 95), (0.4132, 0.4959, 95), (0.4031, 0.4751, 95), (0.3697, 0.4076, 95), (0.3498, 0.3692, 95), (0.3401, 0.3513, 95), (0.3295, 0.3331, 95), (0.3167, 0.3189, 95), (0.3148, 0.3195, 95), (0.3103, 0.3214, 95), (0.3006, 0.3259, 95), (0.29, 0.3308, 95), (0.3127, 0.329, 100)), u'C': ((0.0, 0.0, 0), (0.1363, 0.0692, 10), (0.1308, 0.0792, 10), (0.0808, 0.2132, 10), (0.0371, 0.4135, 10), (0.0251, 0.5007, 10), (0.0181, 0.5893, 10), (0.0181, 0.6718, 10), (0.0276, 0.7416, 10), (0.0434, 0.789, 10), (0.0687, 0.8178, 10), (0.0996, 0.8252, 10), (0.704, 0.2946, 10), (0.5126, 0.1913, 10), (0.3424, 0.1028, 10), (0.2813, 0.0771, 10), (0.2518, 0.0693, 10), (0.2378, 0.0674, 10), (0.223, 0.0663, 10), (0.1868, 0.0664, 10), (0.1628, 0.0676, 10), (0.1289, 0.1268, 20), (0.123, 0.1438, 20), (0.1027, 0.2152, 20), (0.0762, 0.342, 20), (0.0572, 0.4775, 20), (0.05, 0.625, 20), (0.0637, 0.741, 20), (0.0787, 0.7747, 20), (0.0992, 0.7975, 20), (0.1239, 0.8055, 20), (0.1518, 0.7983, 20), (0.6717, 0.3273, 20), (0.5542, 0.2513, 20), (0.4077, 0.1603, 20), (0.3463, 0.1263, 20), (0.3195, 0.115, 20), (0.3075, 0.1122, 20), (0.2968, 0.1104, 20), (0.2586, 0.1104, 20), (0.1918, 0.1182, 20), (0.1302, 0.1764, 30), (0.1255, 0.198, 30), (0.1092, 0.2845, 30), (0.0909, 0.4178, 30), (0.0855, 0.55, 30), (0.0836, 0.611, 30), (0.0911, 0.67, 30), (0.0975, 0.714, 30), (0.11, 0.7487, 30), (0.1294, 0.77, 30), (0.1462, 0.7806, 30), (0.1698, 0.7793, 30), (0.1957, 0.7696, 30), (0.639, 0.3613, 30), (0.553, 0.295, 30), (0.43, 0.204, 30), (0.3733, 0.1658, 30), (0.3485, 0.1528, 30), (0.33, 0.1462, 30), (0.314, 0.1443, 30), (0.3045, 0.1447, 30), (0.2643, 0.1503, 30), (0.1383, 0.218, 40), (0.135, 0.2425, 40), (0.1246, 0.3363, 40), (0.1179, 0.472, 40), (0.1343, 0.68, 40), (0.1596, 0.7377, 40), (0.1766, 0.747, 40), (0.1952, 0.75, 40), (0.2437, 0.7305, 40), (0.2964, 0.6903, 40), (0.32, 0.6357, 40), (0.6065, 0.3925, 40), (0.5395, 0.332, 40), (0.4347, 0.241, 40), (0.3833, 0.2, 40), (0.3607, 0.1851, 40), (0.3527, 0.1807, 40), (0.3453, 0.1777, 40), (0.3325, 0.1752, 40), (0.326, 0.175, 40), (0.3003, 0.1783, 40), (0.2727, 0.1844, 40), (0.2276, 0.1955, 40), (0.151, 0.252, 50), (0.1497, 0.2785, 50), (0.1462, 0.3736, 50), (0.149, 0.5017, 50), (0.1589, 0.599, 50), (0.1677, 0.6411, 50), (0.1782, 0.675, 50), (0.1913, 0.698, 50), (0.2222, 0.7185, 50), (0.2867, 0.6936, 50), (0.3412, 0.6493, 50), (0.4066, 0.589, 50), (0.5759, 0.4231, 50), (0.5207, 0.3655, 50), (0.4304, 0.2737, 50), (0.3844, 0.2309, 50), (0.3489, 0.2071, 50), (0.3347, 0.2026, 50), (0.3175, 0.2046, 50), (0.3, 0.2092, 50), (0.2746, 0.2162, 50), (0.2024, 0.2373, 50), (0.1694, 0.2797, 60), (0.1698, 0.3065, 60), (0.1732, 0.3995, 60), (0.1847, 0.5156, 60), (0.2011, 0.5982, 60), (0.2117, 0.6316, 60), (0.2238, 0.6567, 60), (0.2525, 0.6823, 60), (0.2694, 0.684, 60), (0.3344, 0.6502, 60), (0.3908, 0.6016, 60), (0.4605, 0.5364, 60), (0.547, 0.4514, 60), (0.5004, 0.3963, 60), (0.4217, 0.3042, 60), (0.3803, 0.2593, 60), (0.35, 0.233, 60), (0.3376, 0.2284, 60), (0.3238, 0.2294, 60), (0.3132, 0.2322, 60), (0.2593, 0.2497, 60), (0.1932, 0.3005, 70), (0.1953, 0.3263, 70), (0.2064, 0.4136, 70), (0.2261, 0.5163, 70), (0.2495, 0.5835, 70), (0.2733, 0.6282, 70), (0.3063, 0.6432, 70), (0.3213, 0.6415, 70), (0.3408, 0.6316, 70), (0.3876, 0.5999, 70), (0.5187, 0.478, 70), (0.4795, 0.4243, 70), (0.4107, 0.3319, 70), (0.3566, 0.2675, 70), (0.346, 0.2578, 70), (0.3356, 0.2525, 70), (0.3185, 0.2544, 70), (0.2875, 0.2651, 70), (0.229, 0.2868, 70), (0.2236, 0.312, 80), (0.2282, 0.3382, 80), (0.2465, 0.4183, 80), (0.2743, 0.5056, 80), (0.2991, 0.5591, 80), (0.3136, 0.5784, 80), (0.3284, 0.5913, 80), (0.357, 0.5932, 80), (0.3785, 0.5912, 80), (0.4493, 0.5433, 80), (0.4901, 0.5038, 80), (0.4562, 0.4505, 80), (0.3966, 0.3584, 80), (0.3631, 0.3103, 80), (0.3391, 0.2815, 80), (0.3304, 0.2754, 80), (0.3229, 0.2756, 80), (0.3035, 0.2802, 80), (0.2747, 0.2926, 80), (0.2276, 0.3119, 80), (0.2631, 0.3192, 90), (0.2697, 0.341, 90), (0.2956, 0.4111, 90), (0.3302, 0.4827, 90), (0.359, 0.5232, 90), (0.3742, 0.5364, 90), (0.3896, 0.5438, 90), (0.402, 0.5493, 90), (0.4221, 0.543, 90), (0.4397, 0.535, 90), (0.4555, 0.5235, 90), (0.4295, 0.4741, 90), (0.333, 0.308, 90), (0.323, 0.2975, 90), (0.318, 0.2958, 90), (0.298, 0.303, 90), (0.2813, 0.3106, 90), (0.2857, 0.3185, 95), (0.2943, 0.3395, 95), (0.3226, 0.4055, 95), (0.3608, 0.4679, 95), (0.3907, 0.5025, 95), (0.4055, 0.5126, 95), (0.4209, 0.518, 95), (0.43, 0.5195, 95), (0.407, 0.472, 95), (0.363, 0.3855, 95), (0.327, 0.3172, 95), (0.316, 0.3069, 95), (0.3053, 0.3096, 95), (0.31006, 0.31616, 100))})

Illuminants optimal colour stimuli.

ILLUMINANTS_OPTIMAL_COLOUR_STIMULI : CaseInsensitiveMapping
{‘A’, ‘C’, ‘D65’}