spectrum.js

//debugging function for test purposes - setting 'verbose' variable enables or disables console logging globally
var verbose = false;
const dB = (str) => {
    if (verbose) {
        console.log(str)
    }
}



//actual production data below

const wavelengthList = [300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 511, 512, 513, 514, 515, 516, 517, 518, 519, 520, 521, 522, 523, 524, 525, 526, 527, 528, 529, 530, 531, 532, 533, 534, 535, 536, 537, 538, 539, 540, 541, 542, 543, 544, 545, 546, 547, 548, 549, 550, 551, 552, 553, 554, 555, 556, 557, 558, 559, 560, 561, 562, 563, 564, 565, 566, 567, 568, 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 579, 580, 581, 582, 583, 584, 585, 586, 587, 588, 589, 590, 591, 592, 593, 594, 595, 596, 597, 598, 599, 600, 601, 602, 603, 604, 605, 606, 607, 608, 609, 610, 611, 612, 613, 614, 615, 616, 617, 618, 619, 620, 621, 622, 623, 624, 625, 626, 627, 628, 629, 630, 631, 632, 633, 634, 635, 636, 637, 638, 639, 640, 641, 642, 643, 644, 645, 646, 647, 648, 649, 650, 651, 652, 653, 654, 655, 656, 657, 658, 659, 660, 661, 662, 663, 664, 665, 666, 667, 668, 669, 670, 671, 672, 673, 674, 675, 676, 677, 678, 679, 680, 681, 682, 683, 684, 685, 686, 687, 688, 689, 690, 691, 692, 693, 694, 695, 696, 697, 698, 699, 700, 701, 702, 703, 704, 705, 706, 707, 708, 709, 710, 711, 712, 713, 714, 715, 716, 717, 718, 719, 720, 721, 722, 723, 724, 725, 726, 727, 728, 729, 730, 731, 732, 733, 734, 735, 736, 737, 738, 739, 740, 741, 742, 743, 744, 745, 746, 747, 748, 749, 750, 751, 752, 753, 754, 755, 756, 757, 758, 759, 760, 761, 762, 763, 764, 765, 766, 767, 768, 769, 770, 771, 772, 773, 774, 775, 776, 777, 778, 779, 780, 781, 782, 783, 784, 785, 786, 787, 788, 789, 790, 791, 792, 793, 794, 795, 796, 797, 798, 799, 800, 801, 802, 803, 804, 805, 806, 807, 808, 809, 810, 811, 812, 813, 814, 815, 816, 817, 818, 819, 820, 821, 822, 823, 824, 825, 826, 827, 828, 829, 830, 831, 832, 833, 834, 835, 836, 837, 838, 839, 840, 841, 842, 843, 844, 845, 846, 847, 848, 849, 850, 851, 852, 853, 854, 855, 856, 857, 858, 859, 860, 861, 862, 863, 864, 865, 866, 867, 868, 869, 870, 871, 872, 873, 874, 875, 876, 877, 878, 879, 880, 881, 882, 883, 884, 885, 886, 887, 888, 889, 890, 891, 892, 893, 894, 895, 896, 897, 898, 899, 900, 901, 902, 903, 904, 905, 906, 907, 908, 909, 910, 911, 912, 913, 914, 915, 916, 917, 918, 919, 920, 921, 922, 923, 924, 925, 926, 927, 928, 929, 930, 931, 932, 933, 934, 935, 936, 937, 938, 939, 940, 941, 942, 943, 944, 945, 946, 947, 948, 949, 950, 951, 952, 953, 954, 955, 956, 957, 958, 959, 960, 961, 962, 963, 964, 965, 966, 967, 968, 969, 970, 971, 972, 973, 974, 975, 976, 977, 978, 979, 980, 981, 982, 983, 984, 985, 986, 987, 988, 989, 990, 991, 992, 993, 994, 995, 996, 997, 998, 999];

const inputDataV2 =

    {
        "380-385nm": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.000896, 0.007324, 0.012024, 0.015841, 0.016267, 0.023778, 0.034093, 0.046872, 0.064253, 0.081359, 0.10932, 0.142667, 0.183795, 0.235302, 0.298854, 0.370909, 0.46227, 0.578594, 0.705979, 0.831784, 0.932361, 1, 0.973233, 0.856227, 0.729524, 0.607285, 0.48846, 0.395007, 0.335871, 0.297355, 0.263784, 0.239213, 0.211588, 0.178851, 0.150144, 0.120757, 0.095664, 0.07932, 0.066656, 0.046994, 0.036285, 0.040824, 0.038141, 0.030567, 0.025054, 0.020849, 0.018743, 0.016096, 0.011362, 0.005699, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
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        "Pink": [0, 0.000081, 0.002374, 0.003697, 0.002381, 0.002576, 0.003287, 0.002078, 0.001741, 0.004, 0.004416, 0.002554, 0.003232, 0.0039, 0.002385, 0.00161, 0.001046, 0, 0, 0, 0, 0.000071, 0.001902, 0.00066, 0.000073, 0.003074, 0, 0.000866, 0.000116, 0.000045, 0.003217, 0.000142, 0, 0, 0.000003, 0.000227, 0.000025, 0.000017, 0.000013, 0.001506, 0.003893, 0.001834, 0.000722, 0.002707, 0.00182, 0.002232, 0.000398, 0.001808, 0.00323, 0.003857, 0.003794, 0.004348, 0.004912, 0.007175, 0.005889, 0.004239, 0.003285, 0.004575, 0.004348, 0.003475, 0.003909, 0.004818, 0.005821, 0.005931, 0.005608, 0.004552, 0.003823, 0.001993, 0.002851, 0.003721, 0.00472, 0.00657, 0.006108, 0.006777, 0.007225, 0.006528, 0.004816, 0.003779, 0.002532, 0.005041, 0.007142, 0.007702, 0.009944, 0.009826, 0.010232, 0.009513, 0.006935, 0.007038, 0.005518, 0.00375, 0.00538, 0.006008, 0.007106, 0.007635, 0.008295, 0.009151, 0.009883, 0.009185, 0.009082, 0.009309, 0.008977, 0.010144, 0.008976, 0.008443, 0.007688, 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0.254281, 0.263035, 0.272361, 0.282808, 0.293445, 0.303344, 0.312255, 0.320453, 0.329066, 0.336998, 0.344117, 0.352025, 0.360106, 0.367541, 0.375017, 0.381879, 0.389512, 0.397195, 0.404174, 0.410961, 0.417325, 0.423208, 0.42958, 0.434841, 0.44006, 0.445793, 0.450896, 0.454796, 0.45882, 0.462795, 0.466047, 0.467632, 0.468926, 0.470594, 0.472395, 0.473755, 0.475257, 0.476236, 0.475647, 0.474145, 0.472303, 0.470022, 0.467051, 0.463674, 0.460679, 0.457434, 0.454124, 0.450946, 0.448565, 0.446366, 0.443146, 0.439919, 0.436608, 0.433165, 0.428427, 0.421382, 0.41457, 0.408231, 0.402191, 0.39537, 0.38923, 0.383621, 0.378468, 0.37305, 0.367358, 0.360961, 0.356248, 0.351087, 0.345495, 0.340101, 0.333994, 0.328302, 0.323216, 0.319142, 0.31462, 0.309633, 0.30356, 0.298905, 0.293155, 0.287388, 0.280875, 0.275124, 0.269897, 0.265566, 0.26072, 0.256555, 0.252332, 0.246988, 0.24225, 0.236882, 0.231945, 0.227771, 0.222486, 0.217524, 0.212977, 0.209318, 0.205443, 0.200357, 0.193694, 0.187886, 0.182592, 0.178053, 0.172569, 0.167507, 0.163168, 0.160762, 0.15799, 0.154091, 0.150722, 0.146988, 0.142864, 0.138757, 0.134642, 0.130335, 0.128261, 0.125382, 0.122793, 0.120312, 0.117814, 0.115101, 0.112305, 0.10809, 0.104115, 0.100257, 0.096947, 0.093877, 0.092134, 0.08928, 0.086915, 0.084982, 0.083837, 0.082172, 0.080266, 0.078126, 0.07498, 0.072551, 0.069612, 0.066893, 0.065171, 0.062681, 0.060483, 0.058082, 0.057457, 0.055847, 0.055111, 0.052985, 0.050429, 0.049084, 0.048038, 0.046552, 0.044759, 0.043376, 0.042084, 0.041596, 0.040978, 0.039676, 0.037868, 0.036841, 0.035688, 0.035062, 0.033667, 0.032282, 0.032293, 0.031805, 0.031586, 0.030397, 0.029922, 0.029037, 0.028937, 0.027185, 0.027078, 0.02626, 0.024709, 0.022707, 0.021462, 0.02085, 0.01884, 0.01704, 0.01557, 0.014942, 0.01555, 0.017095, 0.01655, 0.01779, 0.018313, 0.018901, 0.017949, 0.016831, 0.015998, 0.014167, 0.012991, 0.012132, 0.012834, 0.013507, 0.01401, 0.014974, 0.015382, 0.016678, 0.017753, 0.017398, 0.017566, 0.017832, 0.017559, 0.0174, 0.016862, 0.01636, 0.016916, 0.015848, 0.014395, 0.012521, 0.010479, 0.008352, 0.006227, 0.003575, 0.001216, 0.000065, 0, 0, 0.000859, 0.002153, 0.003674, 0.005075, 0.006233, 0.005942, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
    }
//these are sets of preset factors that can be loaded with buttons.

const presetList = [{
        name: 'preset A',
        factors: [10, 20, 30, 40, 50, 60, 70, 80, 90, 100, 90, 80, 70, 60, 50],
        isRandom: false
    },
    {
        name: 'preset B',
        factors: [60, 70, 80, 90, 100, 90, 80, 70, 60, 50, 10, 20, 30, 40, 50],
        isRandom: false
    },
    {
        name: 'randomize',
        factors: [10, 20, 30, 40, 50, 60, 70, 80, 90, 100, 90, 80, 70, 60, 50],
        isRandom: true
    }
]

// dataSetObject contains all the production data for the widget:
//     .wavelengths is an array of all the wavelengths (x axis on graph)
//     .channels is an array of objects, each of which represents a channel of light 
//         .name is the human readable name that the UI will display
//         .channelColor is a hex code that represents the color - not implemented yet, but possibly either for coloring UI elements or for a component that shows the output color
//         .values is an array of the power output at each wavelength 


//     .wavelengths and .channels.values should all have the same number of items -- at some point I will add a function to check the dataset and make sure this is the case, but it is not a priority since the data is going to be hardcoded at first.



const dataSetObject = {
    wavelengths: wavelengthList,
    channels: [
        // {
        //     name: '380-385',
        //     channelColor: '#F2F200',
        //     values: inputData['380-385']
        // }


    ]
}

for (const item in inputDataV2) {
    dB(item);
    dataSetObject.channels.push({
        name: item,
        channelColor: '#F2F200',
        values: inputDataV2[item]
    })
}


//LiveData is an object that contains the set of factors (multipliers) currently being used, as well as the combined power output at each wavelength.
let liveData = {
    factors: new Array(dataSetObject.channels.length),
    values: []
}

//END TEST DATA





const buildDisplayDataObject = (fS) => {
    let displayDataObject = [];
    dataSetObject.wavelengths.forEach((v, i) => {
        displayDataObject.push({
            pX: v,
            pY: fS[i]
        });
    });
    return displayDataObject;
}
//UI FUNCTIONS

//initialize UI using values from dataset
const buildUI = () => {
    let newControls = "";
    dataSetObject.channels.forEach((obj, index) => {
        newControls = newControls + `<label for="ch${index}">${obj.name}</label>
        <input type="range" name="ch${index}" id="ch${index}" data-channel="${index}" min="0" max="100" value="100" onchange="updateRebuild()">`;
        //dB(`item at index ${index} equals ${obj}`)
    });
    d3.select('#spectrum-controls').insert("div").html(newControls);
    //add factor preset buttons
    let presetButtons = "";
    presetList.forEach((item, index) => {
        presetButtons = presetButtons + `<button onclick="loadPreset(${index})">${item.name}</button>`
    });
    d3.select('.preset-buttons').html(presetButtons);

}

const loadPreset = (presetID) => {
    if (presetList[presetID].isRandom) {
        //code for random generator
        liveData.factors=liveData.factors.map(()=>{
            return Math.floor(Math.random()*100)
        })
    } else {
        liveData.factors = presetList[presetID].factors;
        

    }
    liveData.factors.forEach((factor, index) => {
        document.getElementById(`ch${index}`).value = factor;
    });
    rebuildData();
}
//load all multiplier values from form elements
const getFactors = () => {
    let newFactors = dataSetObject.channels.map((item, ind) => {
        dB(`initial value is ${item}`)
        dB(`index ${ind}`);

        return document.getElementById(`ch${ind}`).value;
    });
    liveData.factors = newFactors;
    dB(newFactors);

}



//Build the UI before initializing D3
buildUI();


// set the dimensions and margins of the graph
var margin = {
        top: 30,
        right: 30,
        bottom: 30,
        left: 50
    },
    width = 500,
    height = 300;

// width = document.getElementById('spectrum-canvas').clientWidth - margin.left - margin.right,
// height = document.getElementById('spectrum-controls').clientHeight - margin.top - margin.bottom;

// append the svg object to the body of the page
var svg = d3.select("#spectrum-canvas")
    .append("svg")
    .attr("viewBox", "0 0 580 380")
    .attr("preserveAspectRatio", "xMidYMid meet")
    .append("g")
    .attr("transform",
        "translate(" + margin.left + "," + margin.top + ")");

// Initialise a X axis:
var x = d3.scaleLinear().range([0, width]);
var xAxis = d3.axisBottom().scale(x);
svg.append("g")
    .attr("transform", "translate(0," + height + ")")
    .attr("class", "myXaxis")

// Initialize an Y axis
var y = d3.scaleLinear().range([height, 0]);
var yAxis = d3.axisLeft().scale(y);
svg.append("g")
    .attr("class", "myYaxis")
// add defs for gradient
const rainbowOpacity = 0.3
var defs = svg.append('defs');
var rainbowGradient = defs.append('linearGradient')
    .attr('id', 'rainbowGradient')
    .attr('x1', '0%')
    .attr('x2', '100%')
    .attr('y1', '0%')
    .attr('y2', '0%')
rainbowGradient.append('stop')
    .attr("class", "start")
    .attr("offset", "0%")
    .attr("stop-color", "violet")
    .attr("stop-opacity", rainbowOpacity);
rainbowGradient.append('stop')
    .attr("class", "start")
    .attr("offset", "20%")
    .attr("stop-color", "blue")
    .attr("stop-opacity", rainbowOpacity);
rainbowGradient.append('stop')
    .attr("class", "start")
    .attr("offset", "30%")
    .attr("stop-color", "green")
    .attr("stop-opacity", rainbowOpacity);
rainbowGradient.append('stop')
    .attr("class", "start")
    .attr("offset", "35%")
    .attr("stop-color", "yellow")
    .attr("stop-opacity", rainbowOpacity);
rainbowGradient.append('stop')
    .attr("class", "start")
    .attr("offset", "40%")
    .attr("stop-color", "orange")
    .attr("stop-opacity", rainbowOpacity);
rainbowGradient.append('stop')
    .attr("class", "start")
    .attr("offset", "50%")
    .attr("stop-color", "red")
    .attr("stop-opacity", rainbowOpacity);
rainbowGradient.append('stop')
    .attr("class", "start")
    .attr("offset", "100%")
    .attr("stop-color", "black")
    .attr("stop-opacity", rainbowOpacity);



// Create a function that takes a dataset as input and update the plot:
function update(data, time) {

    // Create the X axis:
    x.domain([300, 1000]);
    svg.selectAll(".myXaxis")
        .transition()
        .duration(time)
        .call(xAxis);

    // create the Y axis
    y.domain([0, d3.max(data, function (d) {
        return d.pY
    })]);
    svg.selectAll(".myYaxis")
        .transition()
        .duration(time)
        .call(yAxis);

    // Create a update selection: bind to the new data
    var u = svg.selectAll(".userSpecLine")
        .data([data], function (d) {
            return d.pX
        });

    // Updata the line
    u
        .enter()
        .append("path")
        .attr("class", "userSpecLine")
        .merge(u)
        .transition()
        .duration(time)
        .attr("d", d3.line()
            .x(function (d) {
                return x(d.pX);
            })
            .y(function (d) {
                return y(d.pY);
            })
            .curve(d3.curveBasis)
        )
        //.curve()
        .attr("fill", "url(#rainbowGradient")
        .attr("stroke", "white")
        .attr("stroke-width", 1)

}

// draw line for chlorophyll/fixed data

const drawFixedLine=(data,time)=>{
    var u = svg.selectAll(".fixedLine")
    .data([data], function (d) {
        return d.pX
    });

// Updata the line
u
    .enter()
    .append("path")
    .attr("class", "fixedLine")
    .merge(u)
    .transition()
    .duration(time)
    .attr("d", d3.line()
        .x(function (d) {
            return x(d.pX);
        })
        .y(function (d) {
            return y(d.pY);
        })
        .curve(d3.curveBasis)
    )
    // .curve()
    .attr("stroke", "white")
    .attr("fill","none")
    .attr("stroke-width", 2)
}

// weight the values
const weightValues = (weights) => {
    return dataSetObject.channels.map((channelData, index) => {
        //process each channel data
        dB(`processing index ${index} : ${channelData}`)

        return channelData.values.map((item) => {
                //multiply each value within the array by the weight for it
                dB(`processing item ${item} within channel ${index}`)
                dB(item * weights[index])

                return item * weights[index];
            }

        )
    })

}
const sumValues = (spectrumDataset) => {
    return spectrumDataset.reduce((acc, cur) => {
        //iterate through array of spectrum values
        return acc.map((a, b) => {
            return a + cur[b]
        })
    })
}

const normalizeSet = (arr) => {
    let highestVal = arr.reduce((a, b) => {
        if (a > b) {
            return a
        } else {
            return b
        }
    });
    const multiplier = 10 / highestVal;
    return arr.map((item) => {
        return multiplier * item
    })
}

//a simple function to smooth out the line, by averaging each element with the two nearest it
const smoothValues = (arr) => {
    // return arr;
    //no smoothing needed on the production data;
    let tempArray = arr.map((val, ind, arr2) => {
        coll = [val];
        coll.push(val);
        coll.push(val);
        dB(`main value: ${val}`);
        if (typeof arr2[ind - 1] === 'number') {
            coll.push(arr2[ind - 1])
        } else {
            coll.push(0)
        };
        dB(`previous: ${arr2[ind - 1]}`);
        if (typeof arr2[ind + 1] === 'number') {
            coll.push(arr2[ind + 1])
        } else {
            coll.push(0)
        };;
        if (typeof arr2[ind + 2] === 'number') {
            coll.push(arr2[ind + 2])
        } else {
            coll.push(0)
        };;
        if (typeof arr2[ind - 2] === 'number') {
            coll.push(arr2[ind - 2])
        } else {
            coll.push(0)
        };;
        // if (typeof arr2[ind + 3] === 'number') {
        //     coll.push(arr2[ind + 3])
        // } else {
        //     coll.push(0)
        // };;
        // if (typeof arr2[ind - 3] === 'number') {
        //     coll.push(arr2[ind - 3])
        // } else {
        //     coll.push(0)
        // };;
        dB(`next: ${arr2[ind + 1]}`);
        dB(`array: ${coll}`);


        let sum = coll.reduce((a, b) => {
            return a + b
        }, 0);
        let avg = sum / coll.length;
        dB(sum);
        dB(avg);
        return avg;

    });
    tempArray[0] = 0;
    tempArray[tempArray.length] = 0;
    return tempArray;
}


// build graph with initial data
getFactors();
let DS1 = weightValues(liveData.factors);
let DS2 = sumValues(DS1);
let DS2Smooth = smoothValues(DS2);
DS2Smooth = normalizeSet(DS2Smooth);
liveData.values = buildDisplayDataObject(DS2Smooth);
update(liveData.values, 50);



//production update functions

const rebuildData = () => {
    let DS1 = weightValues(liveData.factors);
    let DS2 = sumValues(DS1);
    let DS2Smooth = smoothValues(DS2);

    DS2Smooth = normalizeSet(DS2Smooth);
    liveData.values = buildDisplayDataObject(DS2Smooth);
    update(liveData.values, 1000);
}



//function for event handler - reads multiplier data from the UI, rebuilds the dataset, and updates the graph.
const updateRebuild = () => {
    getFactors();
    rebuildData();
}


//sample data for testing second function

const chloroData=[
    {
        pX: "380",
        pY: " 0"
      },
    {
      pX: "405.4811205846529",
      pY: " 4.006968641114982"
    },
    {
      pX: "412.42387332521315",
      pY: " 5.2613240418118465"
    },
    {
      pX: "417.17417783191235",
      pY: " 5.104529616724738"
    },
    {
      pX: "437.63702801461636",
      pY: " 7.2125435540069684"
    },
    {
      pX: "487.33252131546897",
      pY: " 0.33101045296167086"
    },
    {
      pX: "503.04506699147385",
      pY: " 0.10452961672473826"
    },
    {
      pX: "572.1071863580999",
      pY: " 0.9233449477351918"
    },
    
    {
      pX: "595.8587088915956",
      pY: " 0.7491289198606257"
    },
    {
      pX: "633.1303288672351",
      pY: " 1.2891986062717766"
    },
    {
      pX: "655.7856272838003",
      pY: " 0.8710801393728218"
    },
    {
      pX: "687.21071863581",
      pY: " 5.2264808362369335"
    },
    {
      pX: "706.5773447015835",
      pY: " 0"
    }
   ]
   
   drawFixedLine(chloroData,0);