#include <string>
#include <iostream>
#include <cmath>
#include "TMath.h"

using namespace std;
int test_KS() {

  double a[] = {0.998933, -0.434764, 0.781796, -0.0300528, 0.824264, -0.0567173, -0.900876, -0.0747045, 0.00791221, -0.410763, 1.39119, -0.985066, -0.0489405, -1.44334, -1.06067, -1.3883, 0.767397, -0.73603, 0.579721, -0.382134, 2.0609, -1.23482, 1.16534, -0.454202, -0.134771, -0.499639, -0.182436, 1.84431, -0.242848, 1.99686, 0.00480608, -0.422179, 1.54053, 0.0947428, 1.52469, 1.21675, -0.136309, -0.199216, -0.293764, -0.118358, -1.16029, 0.0123621, 0.022064, -0.0712527, -1.32162, 1.74433, -0.332377, -0.247273, -1.18022, -1.19043, -2.00976, 1.33837, 0.488171, 0.29636, 0.243913, -1.09234, -0.599093, -0.787927, -2.58014, -1.21648, -1.24328, -0.237882, 1.80041, -0.468877, -2.23658, -0.2986, 1.781, -0.886005, 0.256406, -0.36851, -0.715546, -0.386822, -0.301028, -0.127314, 0.85312, 0.455156, -0.0311154, 1.19905, 0.35927, -0.558559, 0.932454, 1.39053, 0.978696, -0.894647, 0.277891, -0.752649, -0.616814, -1.29853, 0.98646, 0.303079, -1.48519, 1.34417, 0.220407, -0.178358, -0.331919, 0.368215, -0.44953, 1.50734, -0.0416015, 0.0820309, 1.11332, 0.920656, -1.40534, 0.307088, -0.311073, -0.612029, 1.85081, 0.0339946, -0.0927705, -0.473643, 0.838286, -1.67212, -1.99538, 0.457955, -1.93049, -1.02364, -0.626415, -0.115953, -0.595959, 0.858529, -2.21451, -0.185955, -0.735913, -0.310892, 0.80957, -1.56187, 1.26095, -0.360893, 1.11778, 0.37235, -0.0193542, -0.908313, -1.42474, 1.41024, -1.03956, -0.230762, -1.74797, -1.23579, 0.195894, -0.43494, 1.12832, -0.318535, -0.490478, -2.49433, -0.266397, 2.23935, -0.316494, -0.154413, 0.915886, -0.25313, -0.829932, -0.319079, 0.815482, -0.660494, 0.0513476, 0.642922, -0.409432, -0.359774, -0.743247, 0.805924, -0.329886, 0.800904, 0.238605, 0.821535, 0.939014, 1.31018, -2.26205, -0.706795, -0.274449, 1.85149, 1.35004, -0.494947, -1.44192, -1.95866, 2.0218, 0.601559, -0.0801795, -1.8354, 0.0117033, -1.38197, -0.747679, -0.364351, -2.20313, 1.3643, -0.601697, -2.43384, -0.46625, 0.305852, -0.236389, -0.693531, -0.365024, -0.841824, -1.63874, 1.01764, -0.761875, -0.497032, -0.674345, 2.22472, 0.520461, 0.05561, -0.656914, -1.54202, -1.77295, -0.246216, 0.473401, 0.999887, -0.0340411, -2.40078, 0.597109, 1.04657, -0.0783231, -1.0736, 0.0750874, 0.327829, -1.16369, -0.695047, 0.0632252, 0.221834, -1.24473, 0.15038, 0.307198, -0.522556, 0.987307, 1.21589, 0.367113, -1.06672, -0.213285, 0.0179563, -1.60095, -0.352507, 0.229504, 0.203557, 1.92496, 0.0943062, 0.398519, 1.34952, 0.775236, -0.839722, -0.196446, 0.296677, -1.15407, 0.770708, -0.150694, 0.841581, -1.26406, 2.12661, 1.09076, 0.191462, 0.869862, 0.998854, 0.781628, -1.01341, 1.6519, 2.16074, 0.546249, 1.18619, -0.843034, 0.00580679, 0.237723, -0.930116, 1.02119, -1.0001, 0.583372, -0.0347054, 1.24656, 1.1343, -2.08571, -0.463452, -1.09561, 0.427762, -0.359693, -0.631248, 0.590501, -0.383319, 0.397869, 0.216987, 1.3177, 1.27417, 0.547328, 6.89391e-05, 1.30227, 0.388746, 0.0716104, -0.302243, -0.0768486, 0.737305, -0.384686, 1.22435, -0.757972, -1.44123, 0.0385396, 0.218246, 0.287521, -0.771319, 0.183005, 0.844343, 1.00689, -0.0499377, -1.79157, 0.0652298, 0.311403, 0.659765, 0.279283, -1.53427, -0.386949, 0.0364979, -0.380463, -2.42905, 2.33605, 0.657143, -1.24243, 0.860224, -0.250403, 1.73961, -1.47638, 0.420664, -1.12069, 2.28128, 0.971493, 1.47027, 0.603669, 1.36573, -1.53239, 1.49537, -0.703512, -2.38532, 0.396397, 0.307275, -0.355178, 0.794081, 1.76653, 0.721216, 1.03031, -1.40776, 0.291856, -0.996897, -2.2073, -0.314966, 0.424675, -1.66478, 1.09555, -1.43471, 0.099944, 1.21405, 2.70767, 0.630685, -0.344343, -1.28503, 1.83886, -0.383246, 0.468597, 1.42268, 1.02705, 0.515901, -0.291433, -0.835996, -0.27826, -0.472014, -1.15773, 0.433947, -0.0565173, 0.0397038, 0.336018, 0.532957, 0.0631133, 2.37072, -1.63135, -0.337537, -1.46567, 0.948835, -0.0107259, -0.0389071, 0.553018, -1.16124, -1.45396, 2.10217, -1.04767, 0.0624615, 1.24504, -2.63239, 1.31485, 0.281733, 0.738213, 0.279377, -2.94306, 0.0774102, -1.01385, 0.351094, 0.666588, -0.619799, -0.094824, 1.01939, 0.929115, -0.416826, -1.65228, 0.00647685, 0.0180327, -0.0790575, -0.785657, -0.169966, 0.921704, 0.0357565, 0.356158, 0.868259, -0.0433791, -1.7588, 0.101641, 0.100196, 0.46472, -0.685784, -0.767445, -0.03724, -0.0472922, -0.87904, 0.499849, -1.68246, -0.888733, 1.42239, 0.469859, -0.0807489, 1.71016, 0.274207, -0.77061, -0.186878, -0.470057, 1.05661, 0.860146, -1.35057, 1.0307, -0.783723, 0.35723, -0.0801188, -0.620453, -0.314389, -0.626507, 0.33131, -1.06055, -1.25057, 1.25168, 1.21153, 1.23624, -0.454923, 0.0576147, -1.18864, 0.729466, -0.300636, 1.24145, -0.478705, -0.271033, -0.251512, 0.0774766, 1.82609, 2.40439, 0.51109, 1.29151, 2.10168, -0.723029, 1.06224, 0.831948, 0.0553286, -1.20878, -3.79654, -0.948052, -0.247113, 0.107996, -0.379835, 0.8975, 0.161025, 0.384324, 1.97933, -0.339576, 0.15711, -0.414857, -1.82683, 0.272841, -1.29143, -0.331937, -0.331079, -0.356841, 1.67681, -0.515223, 0.84347, 0.969878, 1.84003, 1.25749, 1.10591, -0.20541, -1.08967, -0.0390475, -0.329208, -0.203019, 0.808554, -1.46468, 0.73454, 0.367405, -0.393722, 0.454111, -0.436706, -1.61046, 2.02143, -0.437933, -0.190226, -0.570724, -0.0944201, 0.679017, -0.192382, 0.557687, -0.372723, -1.50382, -2.65269, -0.536546, -0.742614, -0.532597, -0.11414, -0.482335, 1.77142, 0.617365, -0.099044, 0.480248, 0.0474224, 0.158806, -0.584462, -0.848, 0.385857, -2.14156, 0.995763, -0.766521, 1.26735, -0.559224, 1.22034, 0.200224, 2.26099, -0.791149, 0.829982, 0.620005, -0.236107, 2.5838, 1.35282, -0.0101307, -0.227019, 1.36043, -0.0266458, -1.09671, -0.948298, -0.583877, 0.601683, 1.19243, -0.617327, -1.77014, 0.394199, -0.566269, 0.404316, 0.745376, -0.203287, 1.71586, -1.61567, 0.101695, -1.44282, -2.17635, 0.518637, 0.472776, 1.1954, -0.868387, 1.037, -0.689544, -0.802112, 0.0748057, -1.08171, -1.56455, 0.20121, -2.30352, -1.84296, -1.27299, 1.6891, -1.27075, 0.870441, 0.221708, 1.076, 1.85737, 1.90633, -0.332636, 0.413012, -0.971636, -0.589035, 0.923787, 0.163059, -0.0865916, -0.773062, 0.372867, -1.35948, -1.32572, 0.184289, 1.54926, -0.49493, 0.160189, 0.439157, 0.722025, 0.261866, 1.72725, -0.061599, 0.337621, -0.147489, -0.757003, -0.95125, 0.211605, 0.94579, 0.212793, 0.0063218, 0.136128, 1.29521, -0.857806, -1.82778, 0.109931, -0.285097, 0.849519, -0.998417, -0.0353262, 1.00739, -0.648232, 0.11148, 0.878259, 2.97663, -0.573837, -1.72961, -0.319798, -0.149782, -1.04207, 0.173519, -0.10094, 0.436441, -0.895146, -1.48331, 1.25557, -1.14316, -0.0143538, -0.0673972, -0.261377, 0.929198, 1.39159, -1.00969, -0.0490718, -1.18616, 0.729437, -0.0461258, 1.85306, -0.155939, 1.07381, -0.0365328, -0.0760726, 3.39478, 1.52553, -0.128563, -0.931563, -0.0360515, 0.426654, -1.35731, 1.72478, -0.42473, 0.832698, -2.09921, 0.251499, -0.172561, 2.13303, 0.196098, 1.80561, -0.0750134, -0.542355, -0.417883, 1.20549, 0.670127, 0.543271, 2.13759, 1.04699, -1.225, 0.390757, 0.852824, 0.658426, 1.05384, -0.438868, 0.66315, 1.19078, 0.819434, 2.31205, 0.489128, 1.32024, -0.133911, 0.0850443, -0.440794, 0.89192, -0.159114, 0.743962, -0.151819, 0.462892, 0.906375, -1.57324, 0.529716, 1.41676, -0.334889, 1.60435, -1.27513, 1.128, 2.31361, 2.39117, 0.775162, 1.01877, 1.20557, -0.46102, 1.37031, 1.59301, 0.390992, 0.12449, 0.290368, -0.785603, 0.387581, 0.370159, -0.448015, 2.56513, 1.37115, -0.908426, 0.889047, -0.366478, 0.864575, -0.116821, -1.54073, -0.356999, -0.349442, 1.0204, 2.038, -0.309021, -0.0167529, -0.0735898, 1.40197, 0.183533, -1.00812, 0.387427, -0.816695, 1.52287, -2.11722, -1.97969, 0.210462, 0.199232, 2.2979, -0.152663, 0.60152, -0.532216, -0.807178, 0.607525, 0.0726087, 0.0872655, -0.296566, -1.94488, 0.331472, -0.0423338, -0.92324, -0.116085, -0.674211, 1.30338, 1.15898, -0.0728597, -0.837111, -0.114013, 0.0926387, 0.990198, -0.456199, 1.5, 0.788187, 0.68689, -0.106824, -2.30514, 1.21813, 0.388924, -1.5159, 0.55313, 0.0692139, -1.22474, -0.754762, 0.0371144, 1.1391, -0.621974, -1.42533, -0.718345, -0.921788, -0.776692, -1.15251, 1.24374, 0.701582, -0.383242, -0.918249, 1.41856, 0.559449, 0.848214, -0.274663, -0.375279, -0.630181, -0.29985, 0.518261, 0.034356, 0.903262, -0.725987, 0.526375, -0.353351, 0.164219, 0.0777357, -1.04485, 0.271373, -0.715948, -1.66248, 1.25376, -0.797973, -1.87052, -0.391429, 1.20546, -0.799826, -1.69029, 1.44156, 0.0350496, -1.49256, 1.09428, -0.442653, -0.198028, -0.865978, 0.675671, -0.168376, 1.50559, -0.748654, 1.38581, -0.624355, -0.125054, -0.948787, 0.893174, 0.270922, 1.06185, 0.644327, 1.82339, 0.992474, 1.67205, -0.87594, 0.595877, -1.1675, 0.257095, 0.192149, -0.0317802, -0.986055, 0.141799, 1.13334, 1.75912, 2.85338, 0.264453, -1.47843, 0.0396093, -0.924243, -0.7831, 2.22594, 0.747617, -0.0535572, 0.361795, 0.363631, -1.33402, 0.374543, 0.928991, -1.15549, 0.0506245, 0.469259, -0.311168, -1.41584, 1.81302, 0.892873, -0.245999, 0.0271604, -0.164589, -0.692112, -0.988851, 1.77103, 0.437051, -0.175117, -1.12825, 2.51218, 0.931496, -2.0202, -0.211745, 0.411504, 0.882347, 1.1055, 2.9686, -0.848276, 1.41199, -0.514333, 0.158686, -2.22044, -0.563946, -0.420026, -0.117647, -0.801033, -2.29545, -1.11243, 0.559721, 1.28574, -0.460517, 0.565848, 0.892328, 0.0774735, 0.687258, -0.282031, -1.94653, 1.36204, -1.62642, -0.0223707, -0.174159, 0.571749, 0.656875, -0.305794, -0.247674, -0.582459, 0.391558, 1.83636, -0.803543, -0.534378, 1.64412, -0.836231, -0.335963, -0.732061, -0.56019, -1.28047, 1.41809, -0.717518, 0.527508, -0.66066, 0.779397, 0.661542, 1.66728, -1.03021, 0.807282, 0.383645, -1.41819, 0.935221, 0.112501, 1.20367, 0.640086, -0.0856761, -0.569828, -0.200055, -0.875331, 0.259234, -1.46433, 1.00969, -1.06373, -1.12748, -0.871826, -1.17579, 0.762554, -0.403761, -0.420979, -0.857332, -0.625466, -0.630563, -0.98272, -0.355462, 0.272563, 1.38833, 0.338677, 0.594228, -0.715422, 0.200474, 0.830037, 0.0729156, 1.88587, 0.729282, -0.651341, 0.337212, 0.442434, 1.64769, 0.380868, -1.3774, -0.0373069, 1.09415, -0.596929, -0.152052, -0.585293, -1.87653, 1.28088, -0.470286, -1.81703, 1.52909, -1.79587, -2.59568, -1.29794, 0.179933, 1.16835, -0.889154, 0.09791, 1.47544, -1.57584, 0.657484, 1.28342, 0.0663017, -0.517359, -0.828952, 1.14741, -0.894767, 0.829238};
  double b[] = {1.2061, -0.353206, 1.85095, -0.905666, 0.8758, 0.903582, 0.148477, 1.71754, -0.525639, -1.17561, -0.29397, 1.18615, -0.461541, 0.660457, -0.188039, 0.486704, -0.506405, 1.22736, -0.262692, -1.02805, 0.091012, -0.366134, -0.84431, 0.298832, 0.386646, -0.174351, 0.482114, 1.12891, 0.683538, -0.890035, -0.593476, -0.677499, -0.526998, 0.187118, 0.952775, -1.43839, -0.857601, -0.0176559, -1.33989, -0.524923, -0.506641, -1.04082, 0.339284, -0.52175, -0.0699197, 0.89357, 1.25056, 0.566006, -0.149532, -0.177741, -0.0857935, 1.62429, 0.685155, 0.981783, 0.085084, 1.42124, 0.241448, -0.782454, -1.60556, 0.711031, 0.120857, -0.178502, -1.118, 2.02723, -1.5434, -0.699649, -0.201301, 0.759114, 0.0269024, 0.226469, -0.991754, 0.195423, 3.58933, -0.916117, 0.187661, 0.184401, 0.350954, 0.19304, -1.88201, 0.649298, -0.403051, 0.0444104, 0.429027, -0.982144, -0.824916, 0.440508, -0.246295, -0.257822, 1.36119, -1.31711, -2.19522, 1.09758, 2.15821, 0.869398, 0.208006, 0.981815, 0.525871, 1.26352, -0.563441, -0.0675908, 0.954227, -0.353637, 0.552215, -0.703287, 0.686082, 0.0950076, 2.27953, 1.12694, 0.460587, 0.0889891, 0.942684, -0.985971, 0.0127854, -0.33463, 1.01049, -0.232106, 1.3012, -1.89379, 0.423267, 0.857094, 0.308703, -0.196649, -0.617884, 0.271046, -0.317667, 0.397164, -0.139697, -0.72403, -0.214687, -0.0651743, -0.533868, 0.618115, 0.690978, -0.084104, -2.0043, 0.687023, 1.58596, -0.101416, 0.412432, -0.299922, 0.301937, 0.866689, -0.0526238, -0.503993, 0.171842, -1.68462, 0.224116, -0.119616, -0.534816, -0.2556, -1.9735, -1.53044, -2.08909, 1.71757, -1.5966, -0.464745, -2.07462, 2.04331, 0.598121, -1.07147, -0.0798523, -0.765768, 1.10302, -1.49279, -0.236609, 0.320935, -0.743592, 1.49895, 0.743125, 1.27306, 0.515411, 1.46522, 0.266805, -0.877479, -0.172259, 0.958198, -0.080186, 0.562141, 1.46216, -0.494641, -0.651729, -1.27558, 0.492452, -0.206605, -0.264168, 1.50307, -0.646197, 1.86519, 0.165806, -1.12227, -0.493984, 0.481164, 0.332941, -0.279286, -0.239996, -0.868594, -1.07537, 0.899353, -0.566777, -1.71058, -0.430007, 1.63115, -0.652335, 0.29557, -0.47131, 1.65537, -1.9998, 0.883681, 0.371303, 0.507073, -0.477526, 3.34229, -1.43492, -0.502533, -0.172381, -0.552242, -1.71755, -0.171204, -1.2578, 0.735668, 0.0797225, 0.598974, 0.730003, -1.67949, -0.95481, 0.729734, 0.119236, 2.06625, -0.546289, 1.44178, -0.367715, 0.285884, -1.27194, -2.36971, -0.956386, -0.694629, 1.28518, -1.94988, 0.378179, -0.877002, -2.45048, 0.253404, -0.853383, -0.22902, -0.969619, 0.757257, 0.701725, 0.337787, -0.30382, -1.85637, 0.616437, 0.676315, 0.321941, 0.0587085, -0.26311, 1.1349, -0.85491, -0.197965, -0.469469, 0.794622, -0.900641, -1.42829, 1.05203, 0.208279, -0.0906158, 0.203141, -1.67082, 0.631521, -0.931564, 0.504788, 0.543713, 0.989598, -0.564712, 1.02095, -1.26266, 0.971475, 0.722514, -0.0286498, -0.448858, 0.0101709, -0.785604, 0.268897, 0.955154, 1.1162, -1.27891, 1.87008, -0.448898, 0.407071, -1.27372, 0.0504848, -1.03148, 0.31988, 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0.766192, 0.13492, 1.1568, 1.91622, -0.138332, -1.17962, -0.347422, -0.0728886, -0.493313, 0.35604, -0.169346, 0.155667, -0.0528368, -0.356796, 0.650145, 0.634567, 0.16005, 1.60308, -0.635728, -0.376802, -1.01815, 0.740372, -0.831264, 0.549536, 0.848656, -1.3658, -0.165767, 0.727689, -1.79886, -0.1786, 0.528016, -0.299823, 0.941437, -0.452263, 0.502953, 0.0470817, -2.23914, -0.209289, 0.489067, -0.624711, 0.573965, -0.595977, -0.633105, -1.04777, 1.66368, 1.55542, -0.681411, 0.3509, -0.0122111, -1.38998, 0.128324, -0.46969, 2.57941, -0.562758, -0.599929, 0.300102, 0.363761, -0.0299428, 1.80202, 1.03349, -0.619511, -1.7356, -0.484625, 0.0567976, -0.298109, -0.162336, 0.361214, 0.595102, 0.64032, -0.787024, 0.975419, -0.0927043, 0.730036, 1.11809, 3.18497, -0.249138, 0.216692, -0.383415, -1.47783, -0.339887, -1.43448, 1.2938, 1.07516, 1.90467, -0.676212, -0.364847, -0.0648991, -0.39871, 2.58098, 0.0130043, -1.0912, -0.407023, 1.37147, -1.80208, -1.27423, 0.45431, -1.51839, -0.491653, -0.561036, 0.220263, 1.56081, 0.281182, -2.83825, 0.945894, -0.306218, -0.814879, -1.6219, 1.38724, -0.327501, 1.32941, -0.834957, -0.446897, -1.7453, -0.989964, 1.37846, -2.29111, 1.12721, -1.93278};

  int N_a = sizeof(a)/sizeof(a[0]);
  int N_b = sizeof(b)/sizeof(b[0]);
  cout << N_a << endl;
  cout << N_b << endl;
  cout << "Calculated from TMath: " << TMath::KolmogorovTest(N_a, a, N_b, b, "D") << endl;


  TH1F * h1 = new TH1F("h1", "", 100000, -3, 3);
  TH1F * h2 = new TH1F("h2", "", 100000, -3, 3);

  for (int i=0; i<N_a; i++) {
    h1->Fill(a[i]);
  }
  for (int i=0; i<N_b; i++) {
    h2->Fill(b[i]);
  }

  h1->Draw();
  h2->Draw("same");

  cout << "Calculated from TH1: " << h1->KolmogorovTest(h2) << endl;
  
}