vsf 0.3.4

//! Spectral colourspace transformation matrices and constants
//!
//! **Auto-generated - do not edit directly!**
//! Generated by tools/src/bin/generate_constants.rs
//!
//! All matrices in this module are derived from wavelength-based primaries and
//! observer models (Stockman & Sharpe 2000 10° cone fundamentals).
//! These are independent of the CIE 1931 xy coordinate system.
//!
//! VSF uses uppercase 'LMS' to denote normalized cone space where each
//! channel independently sums to 1.0 (total = 3.0).

use crate::colour::spectrum::ConstSpectrum;

/// Raw spectral data for Stockman & Sharpe (2000) 10° cone fundamentals at 1nm spacing
///
/// Linear interpolation from 5nm data, normalized so each channel sums to 1.0.
/// Data spans 390nm to 830nm (441 samples × 3 channels = 1323 values).
/// Format: [L390, M390, S390, L391, M391, S391, ..., L830, M830, S830]
const LMS_2000_10DEG_1NM_DATA: [f32; 1323] = [
    0.000_004_874_716_f32,
    0.000_004_809_929_f32,
    0.000_128_669_71_f32,
    0.000_005_896_622_5_f32,
    0.000_005_849_095_f32,
    0.000_155_331_06_f32,
    0.000_007_132_755_4_f32,
    0.000_007_112_768_3_f32,
    0.000_187_516_85_f32,
    0.000_008_628_023_f32,
    0.000_008_649_454_f32,
    0.000_226_371_79_f32,
    0.000_010_436_751_f32,
    0.000_010_518_133_f32,
    0.000_273_277_78_f32,
    0.000_012_624_65_f32,
    0.000_012_790_534_f32,
    0.000_329_903_04_f32,
    0.000_014_972_879_f32,
    0.000_015_273_292_f32,
    0.000_394_766_5_f32,
    0.000_017_757_89_f32,
    0.000_018_237_977_f32,
    0.000_472_383_05_f32,
    0.000_021_060_92_f32,
    0.000_021_778_134_f32,
    0.000_565_260_07_f32,
    0.000_024_978_326_f32,
    0.000_026_005_468_f32,
    0.000_676_398_f32,
    0.000_029_624_385_f32,
    0.000_031_053_365_f32,
    0.000_809_387_13_f32,
    0.000_034_252_11_f32,
    0.000_036_133_55_f32,
    0.000_950_798_1_f32,
    0.000_039_602_75_f32,
    0.000_042_044_838_f32,
    0.001_116_915_5_f32,
    0.000_045_789_23_f32,
    0.000_048_923_18_f32,
    0.001_312_055_7_f32,
    0.000_052_942_12_f32,
    0.000_056_926_787_f32,
    0.001_541_289_7_f32,
    0.000_061_212_39_f32,
    0.000_066_239_75_f32,
    0.001_810_574_1_f32,
    0.000_069_273_214_f32,
    0.000_075_516_99_f32,
    0.002_072_413_f32,
    0.000_078_395_53_f32,
    0.000_086_093_56_f32,
    0.002_372_118_2_f32,
    0.000_088_719_14_f32,
    0.000_098_151_44_f32,
    0.002_715_165_5_f32,
    0.000_100_402_23_f32,
    0.000_111_898_09_f32,
    0.003_107_823_2_f32,
    0.000_113_623_806_f32,
    0.000_127_570_03_f32,
    0.003_557_265_7_f32,
    0.000_124_569_39_f32,
    0.000_141_971_99_f32,
    0.003_952_285_3_f32,
    0.000_136_569_38_f32,
    0.000_157_999_85_f32,
    0.004_391_170_6_f32,
    0.000_149_725_35_f32,
    0.000_175_837_17_f32,
    0.004_878_792_f32,
    0.000_164_148_66_f32,
    0.000_195_688_22_f32,
    0.005_420_562_f32,
    0.000_179_961_38_f32,
    0.000_217_780_34_f32,
    0.006_022_493_f32,
    0.000_193_674_f32,
    0.000_238_153_34_f32,
    0.006_526_289_f32,
    0.000_208_431_49_f32,
    0.000_260_432_2_f32,
    0.007_072_229_f32,
    0.000_224_313_47_f32,
    0.000_284_795_2_f32,
    0.007_663_837_6_f32,
    0.000_241_405_59_f32,
    0.000_311_437_32_f32,
    0.008_304_936_f32,
    0.000_259_800_12_f32,
    0.000_340_571_77_f32,
    0.008_999_664_f32,
    0.000_274_034_57_f32,
    0.000_366_132_82_f32,
    0.009_487_336_5_f32,
    0.000_289_048_9_f32,
    0.000_393_612_3_f32,
    0.010_001_435_f32,
    0.000_304_885_9_f32,
    0.000_423_154_2_f32,
    0.010_543_391_f32,
    0.000_321_590_6_f32,
    0.000_454_913_33_f32,
    0.011_114_715_f32,
    0.000_339_210_53_f32,
    0.000_489_056_1_f32,
    0.011_716_996_f32,
    0.000_355_932_25_f32,
    0.000_521_819_9_f32,
    0.012_206_813_f32,
    0.000_373_478_28_f32,
    0.000_556_778_74_f32,
    0.012_717_106_f32,
    0.000_391_889_25_f32,
    0.000_594_079_6_f32,
    0.013_248_731_f32,
    0.000_411_207_8_f32,
    0.000_633_879_45_f32,
    0.013_802_581_f32,
    0.000_431_478_66_f32,
    0.000_676_345_6_f32,
    0.014_379_583_f32,
    0.000_449_57_f32,
    0.000_716_626_2_f32,
    0.014_751_572_f32,
    0.000_468_419_9_f32,
    0.000_759_305_7_f32,
    0.015_133_183_f32,
    0.000_488_060_12_f32,
    0.000_804_527_1_f32,
    0.015_524_668_f32,
    0.000_508_523_84_f32,
    0.000_852_441_65_f32,
    0.015_926_28_f32,
    0.000_529_845_6_f32,
    0.000_903_209_85_f32,
    0.016_338_28_f32,
    0.000_548_564_f32,
    0.000_946_208_14_f32,
    0.016_649_235_f32,
    0.000_567_943_8_f32,
    0.000_991_253_3_f32,
    0.016_966_11_f32,
    0.000_588_008_14_f32,
    0.001_038_443_1_f32,
    0.017_289_016_f32,
    0.000_608_781_35_f32,
    0.001_087_879_2_f32,
    0.017_618_07_f32,
    0.000_630_288_44_f32,
    0.001_139_668_9_f32,
    0.017_953_383_f32,
    0.000_647_207_2_f32,
    0.001_181_992_4_f32,
    0.018_009_527_f32,
    0.000_664_580_1_f32,
    0.001_225_887_7_f32,
    0.018_065_846_f32,
    0.000_682_419_34_f32,
    0.001_271_413_f32,
    0.018_122_341_f32,
    0.000_700_737_47_f32,
    0.001_318_629_1_f32,
    0.018_179_012_f32,
    0.000_719_547_3_f32,
    0.001_367_598_7_f32,
    0.018_235_862_f32,
    0.000_739_433_86_f32,
    0.001_415_281_f32,
    0.018_187_806_f32,
    0.000_759_870_05_f32,
    0.001_464_625_7_f32,
    0.018_139_875_f32,
    0.000_780_871_1_f32,
    0.001_515_690_9_f32,
    0.018_092_072_f32,
    0.000_802_452_5_f32,
    0.001_568_536_6_f32,
    0.018_044_394_f32,
    0.000_824_630_4_f32,
    0.001_623_224_8_f32,
    0.017_996_842_f32,
    0.000_844_783_3_f32,
    0.001_668_839_8_f32,
    0.017_639_583_f32,
    0.000_865_428_77_f32,
    0.001_715_736_8_f32,
    0.017_289_415_f32,
    0.000_886_578_8_f32,
    0.001_763_951_6_f32,
    0.016_946_198_f32,
    0.000_908_245_7_f32,
    0.001_813_521_4_f32,
    0.016_609_795_f32,
    0.000_930_442_07_f32,
    0.001_864_484_f32,
    0.016_280_072_f32,
    0.000_958_855_9_f32,
    0.001_927_101_9_f32,
    0.015_935_522_f32,
    0.000_988_137_4_f32,
    0.001_991_822_6_f32,
    0.015_598_265_f32,
    0.001_018_313_1_f32,
    0.002_058_717_2_f32,
    0.015_268_146_f32,
    0.001_049_410_3_f32,
    0.002_127_858_f32,
    0.014_945_013_f32,
    0.001_081_457_2_f32,
    0.002_199_321_3_f32,
    0.014_628_72_f32,
    0.001_119_791_9_f32,
    0.002_276_924_7_f32,
    0.014_276_124_f32,
    0.001_159_485_5_f32,
    0.002_357_266_4_f32,
    0.013_932_027_f32,
    0.001_200_586_2_f32,
    0.002_440_443_f32,
    0.013_596_224_f32,
    0.001_243_143_7_f32,
    0.002_526_554_5_f32,
    0.013_268_515_f32,
    0.001_287_209_8_f32,
    0.002_615_704_4_f32,
    0.012_948_704_f32,
    0.001_328_065_1_f32,
    0.002_692_741_6_f32,
    0.012_443_149_f32,
    0.001_370_217_f32,
    0.002_772_047_4_f32,
    0.011_957_332_5_f32,
    0.001_413_706_8_f32,
    0.002_853_689_2_f32,
    0.011_490_484_f32,
    0.001_458_576_9_f32,
    0.002_937_735_3_f32,
    0.011_041_862_f32,
    0.001_504_871_2_f32,
    0.003_024_256_8_f32,
    0.010_610_755_5_f32,
    0.001_549_042_5_f32,
    0.003_099_85_f32,
    0.010_052_644_f32,
    0.001_594_510_3_f32,
    0.003_177_332_5_f32,
    0.009_523_888_f32,
    0.001_641_312_7_f32,
    0.003_256_752_f32,
    0.009_022_945_f32,
    0.001_689_488_9_f32,
    0.003_338_156_3_f32,
    0.008_548_35_f32,
    0.001_739_079_1_f32,
    0.003_421_595_6_f32,
    0.008_098_719_f32,
    0.001_792_030_3_f32,
    0.003_507_556_4_f32,
    0.007_616_62_f32,
    0.001_846_593_7_f32,
    0.003_595_677_f32,
    0.007_163_22_f32,
    0.001_902_818_3_f32,
    0.003_686_011_3_f32,
    0.006_736_81_f32,
    0.001_960_755_f32,
    0.003_778_615_3_f32,
    0.006_335_783_3_f32,
    0.002_020_455_7_f32,
    0.003_873_545_4_f32,
    0.005_958_628_4_f32,
    0.002_081_887_8_f32,
    0.003_969_946_4_f32,
    0.005_596_239_6_f32,
    0.002_145_188_f32,
    0.004_068_746_7_f32,
    0.005_255_890_5_f32,
    0.002_210_412_6_f32,
    0.004_170_005_7_f32,
    0.004_936_240_6_f32,
    0.002_277_620_4_f32,
    0.004_273_785_f32,
    0.004_636_030_6_f32,
    0.002_346_871_7_f32,
    0.004_380_147_f32,
    0.004_354_079_f32,
    0.002_412_044_7_f32,
    0.004_474_852_f32,
    0.004_065_26_f32,
    0.002_479_027_5_f32,
    0.004_571_604_5_f32,
    0.003_795_598_9_f32,
    0.002_547_870_4_f32,
    0.004_670_449_5_f32,
    0.003_543_825_4_f32,
    0.002_618_625_f32,
    0.004_771_431_f32,
    0.003_308_752_6_f32,
    0.002_691_344_8_f32,
    0.004_874_596_4_f32,
    0.003_089_273_f32,
    0.002_778_173_2_f32,
    0.004_999_57_f32,
    0.002_895_305_f32,
    0.002_867_803_2_f32,
    0.005_127_748_f32,
    0.002_713_515_4_f32,
    0.002_960_324_5_f32,
    0.005_259_211_6_f32,
    0.002_543_140_2_f32,
    0.003_055_831_f32,
    0.005_394_046_f32,
    0.002_383_462_4_f32,
    0.003_154_418_7_f32,
    0.005_532_337_4_f32,
    0.002_233_810_3_f32,
    0.003_248_518_3_f32,
    0.005_657_944_4_f32,
    0.002_084_751_6_f32,
    0.003_345_425_2_f32,
    0.005_786_403_f32,
    0.001_945_639_1_f32,
    0.003_445_223_f32,
    0.005_917_778_f32,
    0.001_815_809_5_f32,
    0.003_547_997_7_f32,
    0.006_052_136_f32,
    0.001_694_643_3_f32,
    0.003_653_838_3_f32,
    0.006_189_544_f32,
    0.001_581_562_3_f32,
    0.003_759_528_f32,
    0.006_327_391_f32,
    0.001_457_398_4_f32,
    0.003_868_274_9_f32,
    0.006_468_307_7_f32,
    0.001_342_982_3_f32,
    0.003_980_167_f32,
    0.006_612_363_f32,
    0.001_237_548_7_f32,
    0.004_095_296_4_f32,
    0.006_759_626_f32,
    0.001_140_392_4_f32,
    0.004_213_755_5_f32,
    0.006_910_169_f32,
    0.001_050_863_5_f32,
    0.004_327_722_f32,
    0.007_049_441_f32,
    0.000_957_657_7_f32,
    0.004_444_770_5_f32,
    0.007_191_519_7_f32,
    0.000_872_718_75_f32,
    0.004_564_984_7_f32,
    0.007_336_462_f32,
    0.000_795_313_4_f32,
    0.004_688_450_6_f32,
    0.007_484_325_7_f32,
    0.000_724_773_5_f32,
    0.004_815_255_3_f32,
    0.007_635_169_f32,
    0.000_660_490_07_f32,
    0.004_932_821_f32,
    0.007_764_7_f32,
    0.000_606_259_16_f32,
    0.005_053_256_f32,
    0.007_896_428_f32,
    0.000_556_480_95_f32,
    0.005_176_632_7_f32,
    0.008_030_39_f32,
    0.000_510_789_9_f32,
    0.005_303_021_f32,
    0.008_166_626_f32,
    0.000_468_850_4_f32,
    0.005_432_495_f32,
    0.008_305_172_f32,
    0.000_430_354_44_f32,
    0.005_552_024_f32,
    0.008_431_147_f32,
    0.000_394_047_24_f32,
    0.005_674_183_f32,
    0.008_559_032_f32,
    0.000_360_803_13_f32,
    0.005_799_029_5_f32,
    0.008_688_858_f32,
    0.000_330_363_7_f32,
    0.005_926_623_5_f32,
    0.008_820_651_f32,
    0.000_302_492_3_f32,
    0.006_057_024_5_f32,
    0.008_954_445_f32,
    0.000_276_972_28_f32,
    0.006_152_241_f32,
    0.009_027_483_f32,
    0.000_253_025_5_f32,
    0.006_248_954_f32,
    0.009_101_116_f32,
    0.000_231_149_16_f32,
    0.006_347_188_f32,
    0.009_175_351_f32,
    0.000_211_164_21_f32,
    0.006_446_965_5_f32,
    0.009_250_19_f32,
    0.000_192_907_14_f32,
    0.006_548_311_6_f32,
    0.009_325_64_f32,
    0.000_176_228_57_f32,
    0.006_625_266_3_f32,
    0.009_361_096_f32,
    0.000_160_530_78_f32,
    0.006_703_125_3_f32,
    0.009_396_685_f32,
    0.000_146_231_3_f32,
    0.006_781_899_4_f32,
    0.009_432_41_f32,
    0.000_133_205_54_f32,
    0.006_861_599_f32,
    0.009_468_270_5_f32,
    0.000_121_340_09_f32,
    0.006_942_235_4_f32,
    0.009_504_268_f32,
    0.000_110_531_56_f32,
    0.007_012_410_6_f32,
    0.009_524_642_5_f32,
    0.000_100_698_34_f32,
    0.007_083_295_f32,
    0.009_545_06_f32,
    0.000_091_739_91_f32,
    0.007_154_896_f32,
    0.009_565_522_f32,
    0.000_083_578_445_f32,
    0.007_227_221_f32,
    0.009_586_028_f32,
    0.000_076_143_06_f32,
    0.007_300_277_f32,
    0.009_606_576_5_f32,
    0.000_069_369_14_f32,
    0.007_377_468_f32,
    0.009_622_561_f32,
    0.000_063_002_284_f32,
    0.007_455_475_f32,
    0.009_638_571_f32,
    0.000_057_219_797_f32,
    0.007_534_307_4_f32,
    0.009_654_609_f32,
    0.000_051_968_036_f32,
    0.007_613_973_f32,
    0.009_670_672_f32,
    0.000_047_198_293_f32,
    0.007_694_481_f32,
    0.009_686_762_5_f32,
    0.000_042_866_33_f32,
    0.007_741_040_6_f32,
    0.009_654_297_5_f32,
    0.000_038_881_437_f32,
    0.007_787_881_4_f32,
    0.009_621_941_f32,
    0.000_035_266_98_f32,
    0.007_835_006_f32,
    0.009_589_693_f32,
    0.000_031_988_533_f32,
    0.007_882_415_f32,
    0.009_557_552_f32,
    0.000_029_014_847_f32,
    0.007_930_112_f32,
    0.009_525_52_f32,
    0.000_026_317_6_f32,
    0.007_945_941_f32,
    0.009_450_845_f32,
    0.000_023_846_92_f32,
    0.007_961_801_f32,
    0.009_376_757_f32,
    0.000_021_608_186_f32,
    0.007_977_693_f32,
    0.009_303_249_f32,
    0.000_019_579_622_f32,
    0.007_993_617_f32,
    0.009_230_318_5_f32,
    0.000_017_741_499_f32,
    0.008_009_572_5_f32,
    0.009_157_958_f32,
    0.000_016_075_937_f32,
    0.008_038_913_f32,
    0.009_091_314_f32,
    0.000_014_555_271_f32,
    0.008_068_361_f32,
    0.009_025_155_f32,
    0.000_013_178_449_f32,
    0.008_097_917_f32,
    0.008_959_477_f32,
    0.000_011_931_864_f32,
    0.008_127_581_f32,
    0.008_894_278_f32,
    0.000_010_803_197_f32,
    0.008_157_355_f32,
    0.008_829_552_f32,
    0.000_009_781_294_f32,
    0.008_167_616_f32,
    0.008_727_556_f32,
    0.000_008_860_256_5_f32,
    0.008_177_891_f32,
    0.008_626_739_5_f32,
    0.000_008_025_947_f32,
    0.008_188_179_f32,
    0.008_527_086_f32,
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];

/// Stockman & Sharpe (2000) 10° cone fundamentals at 1nm spacing
///
/// Linear interpolation from 5nm data, normalized so each channel sums to 1.0.
/// Data spans 390nm to 830nm with 1nm spacing (441 wavelength samples).
/// 3-channel interleaved format: [L, M, S] at each wavelength.
pub const LMS_2000_10DEG_1NM: ConstSpectrum = ConstSpectrum {
    start_nm: 390.0,
    stop_nm: 830.0,
    spacing_nm: 1.0,
    num_channels: 3,
    data: &LMS_2000_10DEG_1NM_DATA,
};

/// VSF RGB → lms transformation matrix
///
/// Converts linear VSF RGB (703nm, 523nm, 462nm primaries) to normalized lms cone space.
/// Derived from Stockman & Sharpe (2000) 10° cone fundamentals with white point
/// scaling so that RGB=[1,1,1] maps to Illuminant E (equal energy spectrum).
///
/// Matrix layout (column-major):
/// - Indices 0-2: Red primary's [L, M, S] cone responses
/// - Indices 3-5: Green primary's [L, M, S] cone responses
/// - Indices 6-8: Blue primary's [L, M, S] cone responses
pub const VSF_RGB2LMS: [f32; 9] = [
    0.358_562_77_f32,
    0.024_773_11_f32,
    0.000_000_427_165_5_f32,
    0.559_762_66_f32,
    0.809_180_2_f32,
    0.018_622_711_f32,
    0.081_674_57_f32,
    0.166_046_68_f32,
    0.981_376_9_f32,
];

/// lms → VSF RGB transformation matrix
///
/// Converts normalized lms cone space to linear VSF RGB.
/// Inverse of VSF_RGB2LMS.
pub const LMS2VSF_RGB: [f32; 9] = [
    2.929_061_7_f32,
    -0.090_023_72_f32,
    0.001_707_024_6_f32,
    -2.028_511_5_f32,
    1.302_995_3_f32,
    -0.024_724_893_f32,
    0.099_449_806_f32,
    -0.212_971_58_f32,
    1.023_017_9_f32,
];

/// lms → Photopic luminance weights
///
/// Standard photopic luminosity function weights for converting lms to luminance.
pub const LMS2PHOTOPIC: [f32; 3] = [
    1.0, // l cone weight (placeholder - needs actual photopic weights)
    1.0, // m cone weight
    0.0, // s cone weight (S-cones don't contribute to photopic luminance)
];

#[cfg(feature = "spirix")]
pub use s44_consts::*;

#[cfg(feature = "spirix")]
mod s44_consts {
    use spirix::{ScalarF4E4 as S44, sf};

    pub const VSF_RGB2LMS_S44: [S44; 9] = [
        sf!(0.358_562_77_f32),
        sf!(0.024_773_11_f32),
        sf!(0.000_000_427_165_5_f32),
        sf!(0.559_762_66_f32),
        sf!(0.809_180_2_f32),
        sf!(0.018_622_711_f32),
        sf!(0.081_674_57_f32),
        sf!(0.166_046_68_f32),
        sf!(0.981_376_9_f32),
    ];

    pub const LMS2VSF_RGB_S44: [S44; 9] = [
        sf!(2.929_061_7_f32),
        sf!(-0.090_023_72_f32),
        sf!(0.001_707_024_6_f32),
        sf!(-2.028_511_5_f32),
        sf!(1.302_995_3_f32),
        sf!(-0.024_724_893_f32),
        sf!(0.099_449_806_f32),
        sf!(-0.212_971_58_f32),
        sf!(1.023_017_9_f32),
    ];

    pub const LMS2PHOTOPIC_S44: [S44; 3] = [
        S44::ONE,
        S44::ONE,
        S44::ZERO,
    ];
}