#!/usr/bin/env python import argparse import re import subprocess as sp import matplotlib.pyplot as plt import pandas as pd import numpy as np import os os.environ['OMP_NUM_THREADS'] = '112' os.environ['MKL_NUM_THREADS'] = '112' par = argparse.ArgumentParser(description="test") par.add_argument('cnfiles', nargs='+') par.add_argument('-q', '--qrange', nargs=2, default=None, type=float, help="Q range [None]") par.add_argument('-t', '--trange', nargs=2, default=[10, 80], type=float, help="2theta range [10, 80]") # par.add_argument('--pnt', default=10001, type=int) par.add_argument('--pnt', default=10001, type=int, help="number of points [10001]") par.add_argument('--lmd', default=1.54183, type=float, help="X-ray lambda [1.54183]") par.add_argument('-p', '--plot', default=False, action='store_true') args = par.parse_args() # args.trange = [65, 70] # lmd = {} # lmd["Cu Ka1"] = 1.54059 # Cu Kalpha1 # lmd["Cu Ka2"] = 1.54432 # Cu Kalpha2 # lmd["Cu Ka"] = (lmd["Cu Ka1"] + 0.5*lmd["Cu Ka2"])/1.5 # lmd["Cu Ka"] = lmd["Cu Ka1"] elems = """ H H' D He Li Be B C N O F Ne Na Mg Al Si P S Cl Ar K Ca Sc Ti V Cr Mn Fe Co Ni Cu Zn Ga Ge As Se Br Kr Rb Sr Y Zr Nb Mo Tc Ru Rh Pd Ag Cd In Sn Sb Te I Xe Cs Ba La Ce Pr Nd Pm Sm Eu Gd Tb Dy Ho Er Tm Yb Lu Hf Ta W Re Os Ir Pt Au Hg Tl Pb Bi Po At Rn Fr Ra Ac Th Pa U Np Pu Am Cm Bk Cf Es Fm Md No Lr H1- Li1+ Be2+ Cval O1- O2- F1- Na1+ Mg2+ Al3+ Sival Si4+ Cl1- K1+ Ca2+ Sc3+ Ti2+ Ti3+ Ti4+ V2+ V3+ V5+ Cr2+ Cr3+ Mn2+ Mn3+ Mn4+ Fe2+ Fe3+ Co2+ Co3+ Ni2+ Ni3+ Cu1+ Cu2+ Zn2+ Ga3+ Ge4+ Br1- Rb1+ Sr2+ Y3+ Zr4+ Nb3+ Nb5+ Mo3+ Mo5+ Mo6+ Ru3+ Ru4+ Rh3+ Rh4+ Pd2+ Pd4+ Ag1+ Ag2+ Cd2+ In3+ Sn2+ Sn4+ Sb3+ Sb5+ I1- Cs1+ Ba2+ La3+ Ce3+ Ce4+ Pr3+ Pr4+ Nd3+ Pm3+ Sm3+ Eu2+ Eu3+ Gd3+ Tb3+ Dy3+ Ho3+ Er3+ Tm3+ Yb2+ Yb3+ Lu3+ Hf4+ Ta5+ W6+ Os4+ Ir3+ Ir4+ Pt2+ Pt4+ Au1+ Au3+ Hg1+ Hg2+ Tl1+ Tl3+ Pb2+ Pb4+ Bi3+ Bi5+ Ra2+ Ac3+ Th4+ U3+ U4+ U6+ Np3+ Np4+ Np6+ Pu3+ Pu4+ Pu6+""" F = {e: {} for e in elems.split()} F["H"]["A"] = [0.413048, 0.294953, 0.187491, 0.080701, 0.023736] F["H"]["B"] = [15.569946, 32.398468, 5.711404, 61.889874, 1.334118] F["H"]["C"] = 4.9e-05 F["H'"]["A"] = [0.493002, 0.322912, 0.140191, 0.040810, 0.000000] F["H'"]["B"] = [10.510900, 26.125700, 3.142360, 57.799700, 0.000000] F["H'"]["C"] = 0.003038 F["D"]["A"] = [0.413048, 0.294953, 0.187491, 0.080701, 0.023736] F["D"]["B"] = [15.569946, 32.398468, 5.711404, 61.889874, 1.334118] F["D"]["C"] = 4.9e-05 F["He"]["A"] = [0.732354, 0.753896, 0.283819, 0.190003, 0.039139] F["He"]["B"] = [11.553918, 4.595831, 1.546299, 26.463964, 0.377523] F["He"]["C"] = 0.000487 F["Li"]["A"] = [0.974637, 0.158472, 0.811855, 0.262416, 0.790108] F["Li"]["B"] = [4.334946, 0.342451, 97.102966, 201.363831, 1.409234] F["Li"]["C"] = 0.002542 F["Be"]["A"] = [1.533712, 0.638283, 0.601052, 0.106139, 1.118414] F["Be"]["B"] = [42.662079, 0.595420, 99.106499, 0.151340, 1.843093] F["Be"]["C"] = 0.002511 F["B"]["A"] = [2.085185, 1.064580, 1.062788, 0.140515, 0.641784] F["B"]["B"] = [23.494068, 1.137894, 61.238976, 0.114886, 0.399036] F["B"]["C"] = 0.003823 F["C"]["A"] = [2.657506, 1.078079, 1.490909, -4.241070, 0.713791] F["C"]["B"] = [14.780758, 0.776775, 42.086842, -0.000294, 0.239535] F["C"]["C"] = 4.297983 F["N"]["A"] = [11.893780, 3.277479, 1.858092, 0.858927, 0.912985] F["N"]["B"] = [0.000158, 10.232723, 30.344690, 0.656065, 0.217287] F["N"]["C"] = -11.804902 F["O"]["A"] = [2.960427, 2.508818, 0.637853, 0.722838, 1.142756] F["O"]["B"] = [14.182259, 5.936858, 0.112726, 34.958481, 0.390240] F["O"]["C"] = 0.027014 F["F"]["A"] = [3.511943, 2.772244, 0.678385, 0.915159, 1.089261] F["F"]["B"] = [10.687859, 4.380466, 0.093982, 27.255203, 0.313066] F["F"]["C"] = 0.032557 F["Ne"]["A"] = [4.183749, 2.905726, 0.520513, 1.135641, 1.228065] F["Ne"]["B"] = [8.175457, 3.252536, 0.063295, 21.813910, 0.224952] F["Ne"]["C"] = 0.025576 F["Na"]["A"] = [4.910127, 3.081783, 1.262067, 1.098938, 0.560991] F["Na"]["B"] = [3.281434, 9.119178, 0.102763, 132.013947, 0.405878] F["Na"]["C"] = 0.079712 F["Mg"]["A"] = [4.708971, 1.194814, 1.558157, 1.170413, 3.239403] F["Mg"]["B"] = [4.875207, 108.506081, 0.111516, 48.292408, 1.928171] F["Mg"]["C"] = 0.126842 F["Al"]["A"] = [4.730796, 2.313951, 1.541980, 1.117564, 3.154754] F["Al"]["B"] = [3.628931, 43.051167, 0.095960, 108.932388, 1.555918] F["Al"]["C"] = 0.139509 F["Si"]["A"] = [5.275329, 3.191038, 1.511514, 1.356849, 2.519114] F["Si"]["B"] = [2.631338, 33.730728, 0.081119, 86.288643, 1.170087] F["Si"]["C"] = 0.145073 F["P"]["A"] = [1.950541, 4.146930, 1.494560, 1.522042, 5.729711] F["P"]["B"] = [0.908139, 27.044952, 0.071280, 67.520187, 1.981173] F["P"]["C"] = 0.155233 F["S"]["A"] = [6.372157, 5.154568, 1.473732, 1.635073, 1.209372] F["S"]["B"] = [1.514347, 22.092528, 0.061373, 55.445176, 0.646925] F["S"]["C"] = 0.154722 F["Cl"]["A"] = [1.446071, 6.870609, 6.151801, 1.750347, 0.634168] F["Cl"]["B"] = [0.052357, 1.193165, 18.343416, 46.398396, 0.401005] F["Cl"]["C"] = 0.146773 F["Ar"]["A"] = [7.188004, 6.638454, 0.454180, 1.929593, 1.523654] F["Ar"]["B"] = [0.956221, 15.339877, 15.339862, 39.043823, 0.062409] F["Ar"]["C"] = 0.265954 F["K"]["A"] = [8.163991, 7.146945, 1.070140, 0.877316, 1.486434] F["K"]["B"] = [12.816323, 0.808945, 210.327011, 39.597652, 0.052821] F["K"]["C"] = 0.253614 F["Ca"]["A"] = [8.593655, 1.477324, 1.436254, 1.182839, 7.113258] F["Ca"]["B"] = [10.460644, 0.041891, 81.390381, 169.847839, 0.688098] F["Ca"]["C"] = 0.196255 F["Sc"]["A"] = [1.476566, 1.487278, 1.600187, 9.177463, 7.099750] F["Sc"]["B"] = [53.131023, 0.035325, 137.319489, 9.098031, 0.602102] F["Sc"]["C"] = 0.157765 F["Ti"]["A"] = [9.818524, 1.522646, 1.703101, 1.768774, 7.082555] F["Ti"]["B"] = [8.001879, 0.029763, 39.885422, 120.157997, 0.532405] F["Ti"]["C"] = 0.102473 F["V"]["A"] = [10.473575, 1.547881, 1.986381, 1.865616, 7.056250] F["V"]["B"] = [7.081940, 0.026040, 31.909672, 108.022842, 0.474882] F["V"]["C"] = 0.067744 F["Cr"]["A"] = [11.007069, 1.555477, 2.985293, 1.347855, 7.034779] F["Cr"]["B"] = [6.366281, 0.023987, 23.244839, 105.774498, 0.429369] F["Cr"]["C"] = 0.06551 F["Mn"]["A"] = [11.709542, 1.733414, 2.673141, 2.023368, 7.003180] F["Mn"]["B"] = [5.597120, 0.017800, 21.788420, 89.517914, 0.383054] F["Mn"]["C"] = -0.147293 F["Fe"]["A"] = [12.311098, 1.876623, 3.066177, 2.070451, 6.975185] F["Fe"]["B"] = [5.009415, 0.014461, 18.743040, 82.767876, 0.346506] F["Fe"]["C"] = -0.304931 F["Co"]["A"] = [12.914510, 2.481908, 3.466894, 2.106351, 6.960892] F["Co"]["B"] = [4.507138, 0.009126, 16.438129, 76.987320, 0.314418] F["Co"]["C"] = -0.936572 F["Ni"]["A"] = [13.521865, 6.947285, 3.866028, 2.135900, 4.284731] F["Ni"]["B"] = [4.077277, 0.286763, 14.622634, 71.966080, 0.004437] F["Ni"]["C"] = -2.762697 F["Cu"]["A"] = [14.014192, 4.784577, 5.056806, 1.457971, 6.932996] F["Cu"]["B"] = [3.738280, 0.003744, 13.034982, 72.554794, 0.265666] F["Cu"]["C"] = -3.254477 F["Zn"]["A"] = [14.741002, 6.907748, 4.642337, 2.191766, 38.424042] F["Zn"]["B"] = [3.388232, 0.243315, 11.903689, 63.312130, 0.000397] F["Zn"]["C"] = -36.915829 F["Ga"]["A"] = [15.758946, 6.841123, 4.121016, 2.714681, 2.395246] F["Ga"]["B"] = [3.121754, 0.226057, 12.482196, 66.203621, 0.007238] F["Ga"]["C"] = -0.847395 F["Ge"]["A"] = [16.540613, 1.567900, 3.727829, 3.345098, 6.785079] F["Ge"]["B"] = [2.866618, 0.012198, 13.432163, 58.866047, 0.210974] F["Ge"]["C"] = 0.018726 F["As"]["A"] = [17.025642, 4.503441, 3.715904, 3.937200, 6.790175] F["As"]["B"] = [2.597739, 0.003012, 14.272119, 50.437996, 0.193015] F["As"]["C"] = -2.984117 F["Se"]["A"] = [17.354071, 4.653248, 4.259489, 4.136455, 6.749163] F["Se"]["B"] = [2.349787, 0.002550, 15.579460, 45.181202, 0.177432] F["Se"]["C"] = -3.160982 F["Br"]["A"] = [17.550570, 5.411882, 3.937180, 3.880645, 6.707793] F["Br"]["B"] = [2.119226, 16.557184, 0.002481, 42.164009, 0.162121] F["Br"]["C"] = -2.492088 F["Kr"]["A"] = [17.655279, 6.848105, 4.171004, 3.446760, 6.685200] F["Kr"]["B"] = [1.908231, 16.606236, 0.001598, 39.917473, 0.146896] F["Kr"]["C"] = -2.810592 F["Rb"]["A"] = [8.123134, 2.138042, 6.761702, 1.156051, 17.679546] F["Rb"]["B"] = [15.142385, 33.542667, 0.129372, 224.132507, 1.713368] F["Rb"]["C"] = 1.139548 F["Sr"]["A"] = [17.730219, 9.795867, 6.099763, 2.620025, 0.600053] F["Sr"]["B"] = [1.563060, 14.310868, 0.120574, 135.771317, 0.120574] F["Sr"]["C"] = 1.140251 F["Y"]["A"] = [17.792040, 10.253252, 5.714949, 3.170516, 0.918251] F["Y"]["B"] = [1.429691, 13.132816, 0.112173, 108.197029, 0.112173] F["Y"]["C"] = 1.131787 F["Zr"]["A"] = [17.859772, 10.911038, 5.821115, 3.512513, 0.746965] F["Zr"]["B"] = [1.310692, 12.319285, 0.104353, 91.777542, 0.104353] F["Zr"]["C"] = 1.124859 F["Nb"]["A"] = [17.958399, 12.063054, 5.007015, 3.287667, 1.531019] F["Nb"]["B"] = [1.211590, 12.246687, 0.098615, 75.011948, 0.098615] F["Nb"]["C"] = 1.123452 F["Mo"]["A"] = [6.236218, 17.987711, 12.973127, 3.451426, 0.210899] F["Mo"]["B"] = [0.090780, 1.108310, 11.468720, 66.684151, 0.090780] F["Mo"]["C"] = 1.10877 F["Tc"]["A"] = [17.840963, 3.428236, 1.373012, 12.947364, 6.335469] F["Tc"]["B"] = [1.005729, 41.901382, 119.320541, 9.781542, 0.083391] F["Tc"]["C"] = 1.074784 F["Ru"]["A"] = [6.271624, 17.906738, 14.123269, 3.746008, 0.908235] F["Ru"]["B"] = [0.077040, 0.928222, 9.555345, 35.860680, 123.552246] F["Ru"]["C"] = 1.043992 F["Rh"]["A"] = [6.216648, 17.919739, 3.854252, 0.840326, 15.173498] F["Rh"]["B"] = [0.070789, 0.856121, 33.889484, 121.686691, 9.029517] F["Rh"]["C"] = 0.995452 F["Pd"]["A"] = [6.121511, 4.784063, 16.631683, 4.318258, 13.246773] F["Pd"]["B"] = [0.062549, 0.784031, 8.751391, 34.489983, 0.784031] F["Pd"]["C"] = 0.883099 F["Ag"]["A"] = [6.073874, 17.155437, 4.173344, 0.852238, 17.988686] F["Ag"]["B"] = [0.055333, 7.896512, 28.443739, 110.376106, 0.716809] F["Ag"]["C"] = 0.756603 F["Cd"]["A"] = [6.080986, 18.019468, 4.018197, 1.303510, 17.974669] F["Cd"]["B"] = [0.048990, 7.273646, 29.119284, 95.831207, 0.661231] F["Cd"]["C"] = 0.603504 F["In"]["A"] = [6.196477, 18.816183, 4.050479, 1.638929, 17.962912] F["In"]["B"] = [0.042072, 6.695665, 31.009790, 103.284348, 0.610714] F["In"]["C"] = 0.333097 F["Sn"]["A"] = [19.325171, 6.281571, 4.498866, 1.856934, 17.917318] F["Sn"]["B"] = [6.118104, 0.036915, 32.529045, 95.037186, 0.565651] F["Sn"]["C"] = 0.119024 F["Sb"]["A"] = [5.394956, 6.549570, 19.650681, 1.827820, 17.867832] F["Sb"]["B"] = [33.326523, 0.030974, 5.564929, 87.130966, 0.523992] F["Sb"]["C"] = -0.290506 F["Te"]["A"] = [6.660302, 6.940756, 19.847015, 1.557175, 17.802427] F["Te"]["B"] = [33.031654, 0.025750, 5.065547, 84.101616, 0.487660] F["Te"]["C"] = -0.806668 F["I"]["A"] = [19.884502, 6.736593, 8.110516, 1.170953, 17.548716] F["I"]["B"] = [4.628591, 0.027754, 31.849096, 84.406387, 0.463550] F["I"]["C"] = -0.448811 F["Xe"]["A"] = [19.978920, 11.774945, 9.332182, 1.244749, 17.737501] F["Xe"]["B"] = [4.143356, 0.010142, 28.796200, 75.280685, 0.413616] F["Xe"]["C"] = -6.065902 F["Cs"]["A"] = [17.418674, 8.314444, 10.323193, 1.383834, 19.876251] F["Cs"]["B"] = [0.399828, 0.016872, 25.605827, 233.339676, 3.826915] F["Cs"]["C"] = -2.322802 F["Ba"]["A"] = [19.747343, 17.368477, 10.465718, 2.592602, 11.003653] F["Ba"]["B"] = [3.481823, 0.371224, 21.226641, 173.834274, 0.010719] F["Ba"]["C"] = -5.183497 F["La"]["A"] = [19.966019, 27.329655, 11.018425, 3.086696, 17.335455] F["La"]["B"] = [3.197408, 0.003446, 19.955492, 141.381973, 0.341817] F["La"]["C"] = -21.745489 F["Ce"]["A"] = [17.355122, 43.988499, 20.546650, 3.130670, 11.353665] F["Ce"]["B"] = [0.328369, 0.002047, 3.088196, 134.907654, 18.832960] F["Ce"]["C"] = -38.386017 F["Pr"]["A"] = [21.551311, 17.161730, 11.903859, 2.679103, 9.564197] F["Pr"]["B"] = [2.995675, 0.312491, 17.716705, 152.192825, 0.010468] F["Pr"]["C"] = -3.871068 F["Nd"]["A"] = [17.331244, 62.783924, 12.160097, 2.663483, 22.239950] F["Nd"]["B"] = [0.300269, 0.001320, 17.026001, 148.748993, 2.910268] F["Nd"]["C"] = -57.189842 F["Pm"]["A"] = [17.286388, 51.560162, 12.478557, 2.675515, 22.960947] F["Pm"]["B"] = [0.286620, 0.001550, 16.223755, 143.984512, 2.796480] F["Pm"]["C"] = -45.973682 F["Sm"]["A"] = [23.700363, 23.072214, 12.777782, 2.684217, 17.204367] F["Sm"]["B"] = [2.689539, 0.003491, 15.495437, 139.862473, 0.274536] F["Sm"]["C"] = -17.452166 F["Eu"]["A"] = [17.186195, 37.156837, 13.103387, 2.707246, 24.419271] F["Eu"]["B"] = [0.261678, 0.001995, 14.787360, 134.816299, 2.581883] F["Eu"]["C"] = -31.586687 F["Gd"]["A"] = [24.898117, 17.104952, 13.222581, 3.266152, 48.995213] F["Gd"]["B"] = [2.435028, 0.246961, 13.996325, 110.863091, 0.001383] F["Gd"]["C"] = -43.505684 F["Tb"]["A"] = [25.910013, 32.344139, 13.765117, 2.751404, 17.064405] F["Tb"]["B"] = [2.373912, 0.002034, 13.481969, 125.836510, 0.236916] F["Tb"]["C"] = -26.851971 F["Dy"]["A"] = [26.671785, 88.687576, 14.065445, 2.768497, 17.067781] F["Dy"]["B"] = [2.282593, 0.000665, 12.920230, 121.937187, 0.225531] F["Dy"]["C"] = -83.279831 F["Ho"]["A"] = [27.150190, 16.999819, 14.059334, 3.386979, 46.546471] F["Ho"]["B"] = [2.169660, 0.215414, 12.213148, 100.506783, 0.001211] F["Ho"]["C"] = -41.165253 F["Er"]["A"] = [28.174887, 82.493271, 14.624002, 2.802756, 17.018515] F["Er"]["B"] = [2.120995, 0.000640, 11.915256, 114.529938, 0.207519] F["Er"]["C"] = -77.135223 F["Tm"]["A"] = [28.925894, 76.173798, 14.904704, 2.814812, 16.998117] F["Tm"]["B"] = [2.046203, 0.000656, 11.465375, 111.411980, 0.199376] F["Tm"]["C"] = -70.839813 F["Yb"]["A"] = [29.676760, 65.624069, 15.160854, 2.830288, 16.997850] F["Yb"]["B"] = [1.977630, 0.000720, 11.044622, 108.139153, 0.192110] F["Yb"]["C"] = -60.313812 F["Lu"]["A"] = [30.122866, 15.099346, 56.314899, 3.540980, 16.943729] F["Lu"]["B"] = [1.883090, 10.342764, 0.000780, 89.559250, 0.183849] F["Lu"]["C"] = -51.049416 F["Hf"]["A"] = [30.617033, 15.145351, 54.933548, 4.096253, 16.896156] F["Hf"]["B"] = [1.795613, 9.934469, 0.000739, 76.189705, 0.175914] F["Hf"]["C"] = -49.719837 F["Ta"]["A"] = [31.066359, 15.341823, 49.278297, 4.577665, 16.828321] F["Ta"]["B"] = [1.708732, 9.618455, 0.000760, 66.346199, 0.168002] F["Ta"]["C"] = -44.119026 F["W"]["A"] = [31.507900, 15.682498, 37.960129, 4.885509, 16.792112] F["W"]["B"] = [1.629485, 9.446448, 0.000898, 59.980675, 0.160798] F["W"]["C"] = -32.864574 F["Re"]["A"] = [31.888456, 16.117104, 42.390297, 5.211669, 16.767591] F["Re"]["B"] = [1.549238, 9.233474, 0.000689, 54.516373, 0.152815] F["Re"]["C"] = -37.412682 F["Os"]["A"] = [32.210297, 16.678440, 48.559906, 5.455839, 16.735533] F["Os"]["B"] = [1.473531, 9.049695, 0.000519, 50.210201, 0.145771] F["Os"]["C"] = -43.677956 F["Ir"]["A"] = [32.004436, 1.975454, 17.070105, 15.939454, 5.990003] F["Ir"]["B"] = [1.353767, 81.014175, 0.128093, 7.661196, 26.659403] F["Ir"]["C"] = 4.018893 F["Pt"]["A"] = [31.273891, 18.445440, 17.063745, 5.555933, 1.575270] F["Pt"]["B"] = [1.316992, 8.797154, 0.124741, 40.177994, 1.316997] F["Pt"]["C"] = 4.050394 F["Au"]["A"] = [16.777390, 19.317156, 32.979683, 5.595453, 10.576854] F["Au"]["B"] = [0.122737, 8.621570, 1.256902, 38.008820, 0.000601] F["Au"]["C"] = -6.279078 F["Hg"]["A"] = [16.839890, 20.023823, 28.428564, 5.881564, 4.714706] F["Hg"]["B"] = [0.115905, 8.256927, 1.195250, 39.247227, 1.195250] F["Hg"]["C"] = 4.076478 F["Tl"]["A"] = [16.630795, 19.386616, 32.808571, 1.747191, 6.356862] F["Tl"]["B"] = [0.110704, 7.181401, 1.119730, 90.660263, 26.014978] F["Tl"]["C"] = 4.066939 F["Pb"]["A"] = [16.419567, 32.738590, 6.530247, 2.342742, 19.916475] F["Pb"]["B"] = [0.105499, 1.055049, 25.025890, 80.906593, 6.664449] F["Pb"]["C"] = 4.049824 F["Bi"]["A"] = [16.282274, 32.725136, 6.678302, 2.694750, 20.576559] F["Bi"]["B"] = [0.101180, 1.002287, 25.714146, 77.057549, 6.291882] F["Bi"]["C"] = 4.040914 F["Po"]["A"] = [16.289164, 32.807171, 21.095163, 2.505901, 7.254589] F["Po"]["B"] = [0.098121, 0.966265, 6.046622, 76.598068, 28.096128] F["Po"]["C"] = 4.046556 F["At"]["A"] = [16.011461, 32.615547, 8.113899, 2.884082, 21.377867] F["At"]["B"] = [0.092639, 0.904416, 26.543257, 68.372963, 5.499512] F["At"]["C"] = 3.995684 F["Rn"]["A"] = [16.070229, 32.641106, 21.489658, 2.299218, 9.480184] F["Rn"]["B"] = [0.090437, 0.876409, 5.239687, 69.188477, 27.632641] F["Rn"]["C"] = 4.020977 F["Fr"]["A"] = [16.007385, 32.663830, 21.594351, 1.598497, 11.121192] F["Fr"]["B"] = [0.087031, 0.840187, 4.954467, 199.805801, 26.905106] F["Fr"]["C"] = 4.003472 F["Ra"]["A"] = [32.563690, 21.396671, 11.298093, 2.834688, 15.914965] F["Ra"]["B"] = [0.801980, 4.590666, 22.758972, 160.404388, 0.083544] F["Ra"]["C"] = 3.981773 F["Ac"]["A"] = [15.914053, 32.535042, 21.553976, 11.433394, 3.612409] F["Ac"]["B"] = [0.080511, 0.770669, 4.352206, 21.381622, 130.500748] F["Ac"]["C"] = 3.939212 F["Th"]["A"] = [15.784024, 32.454899, 21.849222, 4.239077, 11.736191] F["Th"]["B"] = [0.077067, 0.735137, 4.097976, 109.464111, 20.512138] F["Th"]["C"] = 3.922533 F["Pa"]["A"] = [32.740208, 21.973675, 12.957398, 3.683832, 15.744058] F["Pa"]["B"] = [0.709545, 4.050881, 19.231543, 117.255005, 0.074040] F["Pa"]["C"] = 3.886066 F["U"]["A"] = [15.679275, 32.824306, 13.660459, 3.687261, 22.279434] F["U"]["B"] = [0.071206, 0.681177, 18.236156, 112.500038, 3.930325] F["U"]["C"] = 3.854444 F["Np"]["A"] = [32.999901, 22.638077, 14.219973, 3.672950, 15.683245] F["Np"]["B"] = [0.657086, 3.854918, 17.435474, 109.464485, 0.068033] F["Np"]["C"] = 3.769391 F["Pu"]["A"] = [33.281178, 23.148544, 15.153755, 3.031492, 15.704215] F["Pu"]["B"] = [0.634999, 3.856168, 16.849735, 121.292038, 0.064857] F["Pu"]["C"] = 3.6642 F["Am"]["A"] = [33.435162, 23.657259, 15.576339, 3.027023, 15.746100] F["Am"]["B"] = [0.612785, 3.792942, 16.195778, 117.757004, 0.061755] F["Am"]["C"] = 3.54116 F["Cm"]["A"] = [15.804837, 33.480801, 24.150198, 3.655563, 15.499866] F["Cm"]["B"] = [0.058619, 0.590160, 3.674720, 100.736191, 15.408296] F["Cm"]["C"] = 3.39084 F["Bk"]["A"] = [15.889072, 33.625286, 24.710381, 3.707139, 15.839268] F["Bk"]["B"] = [0.055503, 0.569571, 3.615472, 97.694786, 14.754303] F["Bk"]["C"] = 3.213169 F["Cf"]["A"] = [33.794075, 25.467693, 16.048487, 3.657525, 16.008982] F["Cf"]["B"] = [0.550447, 3.581973, 14.357388, 96.064972, 0.052450] F["Cf"]["C"] = 3.005326 F["Es"]["A"] = [0.000000, 0.000000, 0.000000, 0.000000, 0.000000] F["Es"]["B"] = [0.000000, 0.000000, 0.000000, 0.000000, 0.000000] F["Es"]["C"] = 0.0 F["Fm"]["A"] = [0.000000, 0.000000, 0.000000, 0.000000, 0.000000] F["Fm"]["B"] = [0.000000, 0.000000, 0.000000, 0.000000, 0.000000] F["Fm"]["C"] = 0.0 F["Md"]["A"] = [0.000000, 0.000000, 0.000000, 0.000000, 0.000000] F["Md"]["B"] = [0.000000, 0.000000, 0.000000, 0.000000, 0.000000] F["Md"]["C"] = 0.0 F["No"]["A"] = [0.000000, 0.000000, 0.000000, 0.000000, 0.000000] F["No"]["B"] = [0.000000, 0.000000, 0.000000, 0.000000, 0.000000] F["No"]["C"] = 0.0 F["Lr"]["A"] = [0.000000, 0.000000, 0.000000, 0.000000, 0.000000] F["Lr"]["B"] = [0.000000, 0.000000, 0.000000, 0.000000, 0.000000] F["Lr"]["C"] = 0.0 F["H1-"]["A"] = [0.702260, 0.763666, 0.248678, 0.261323, 0.023017] F["H1-"]["B"] = [23.945604, 74.897919, 6.773289, 233.583450, 1.337531] F["H1-"]["C"] = 0.000425 F["Li1+"]["A"] = [0.432724, 0.549257, 0.376575, -0.336481, 0.976060] F["Li1+"]["B"] = [0.260367, 1.042836, 7.885294, 0.260368, 3.042539] F["Li1+"]["C"] = 0.001764 F["Be2+"]["A"] = [3.055430, -2.372617, 1.044914, 0.544233, 0.381737] F["Be2+"]["B"] = [0.001226, 0.001227, 1.542106, 0.456279, 4.047479] F["Be2+"]["C"] = -0.653773 F["Cval"]["A"] = [1.258489, 0.728215, 1.119856, 2.168133, 0.705239] F["Cval"]["B"] = [10.683769, 0.208177, 0.836097, 24.603704, 58.954273] F["Cval"]["C"] = 0.019722 F["O1-"]["A"] = [3.106934, 3.235142, 1.148886, 0.783981, 0.676953] F["O1-"]["B"] = [19.868080, 6.960252, 0.170043, 65.693512, 0.630757] F["O1-"]["C"] = 0.046136 F["O2-"]["A"] = [3.990247, 2.300563, 0.607200, 1.907882, 1.167080] F["O2-"]["B"] = [16.639956, 5.636819, 0.108493, 47.299709, 0.379984] F["O2-"]["C"] = 0.025429 F["F1-"]["A"] = [0.457649, 3.841561, 1.432771, 0.801876, 3.395041] F["F1-"]["B"] = [0.917243, 5.507803, 0.164955, 51.076206, 15.821679] F["F1-"]["C"] = 0.069525 F["Na1+"]["A"] = [3.148690, 4.073989, 0.767888, 0.995612, 0.968249] F["Na1+"]["B"] = [2.594987, 6.046925, 0.070139, 14.122657, 0.217037] F["Na1+"]["C"] = 0.0453 F["Mg2+"]["A"] = [3.062918, 4.135106, 0.853742, 1.036792, 0.852520] F["Mg2+"]["B"] = [2.015803, 4.417941, 0.065307, 9.669710, 0.187818] F["Mg2+"]["C"] = 0.058851 F["Al3+"]["A"] = [4.132015, 0.912049, 1.102425, 0.614876, 3.219136] F["Al3+"]["B"] = [3.528641, 7.378344, 0.133708, 0.039065, 1.644728] F["Al3+"]["C"] = 0.019397 F["Sival"]["A"] = [2.879033, 3.072960, 1.515981, 1.390030, 4.995051] F["Sival"]["B"] = [1.239713, 38.706276, 0.081481, 93.616333, 2.770293] F["Sival"]["C"] = 0.14603 F["Si4+"]["A"] = [3.676722, 3.828496, 1.258033, 0.419024, 0.720421] F["Si4+"]["B"] = [1.446851, 3.013144, 0.064397, 0.206254, 5.970222] F["Si4+"]["C"] = 0.097266 F["Cl1-"]["A"] = [1.061802, 7.139886, 6.524271, 2.355626, 35.829403] F["Cl1-"]["B"] = [0.144727, 1.171795, 19.467655, 60.320301, 0.000436] F["Cl1-"]["C"] = -34.916603 F["K1+"]["A"] = [17.609339, 1.494873, 7.150305, 10.899569, 15.808228] F["K1+"]["B"] = [18.840979, 0.053453, 0.812940, 22.264105, 14.351593] F["K1+"]["C"] = 0.257164 F["Ca2+"]["A"] = [8.501441, 12.880483, 9.765095, 7.156669, 0.711160] F["Ca2+"]["B"] = [10.525848, -0.004033, 0.010692, 0.684443, 27.231771] F["Ca2+"]["C"] = -21.013187 F["Sc3+"]["A"] = [7.104348, 1.511488, -53.669773, 38.404816, 24.532240] F["Sc3+"]["B"] = [0.601957, 0.033386, 12.572138, 10.859736, 14.125230] F["Sc3+"]["C"] = 0.118642 F["Ti2+"]["A"] = [7.040119, 1.496285, 9.657304, 0.006534, 1.649561] F["Ti2+"]["B"] = [0.537072, 0.031914, 8.009958, 201.800293, 24.039482] F["Ti2+"]["C"] = 0.150362 F["Ti3+"]["A"] = [36.587933, 7.230255, -9.086077, 2.084594, 17.294008] F["Ti3+"]["B"] = [0.000681, 0.522262, 5.262317, 15.881716, 6.149805] F["Ti3+"]["C"] = -35.111282 F["Ti4+"]["A"] = [45.355537, 7.092900, 7.483858, -43.498817, 1.678915] F["Ti4+"]["B"] = [9.252186, 0.523046, 13.082852, 10.193876, 0.023064] F["Ti4+"]["C"] = -0.110628 F["V2+"]["A"] = [7.754356, 2.064100, 2.576998, 2.011404, 7.126177] F["V2+"]["B"] = [7.066315, 0.014993, 7.066308, 22.055786, 0.467568] F["V2+"]["C"] = -0.533379 F["V3+"]["A"] = [9.958480, 1.596350, 1.483442, -10.846044, 17.332867] F["V3+"]["B"] = [6.763041, 0.056895, 17.750029, 0.328826, 0.388013] F["V3+"]["C"] = 0.474921 F["V5+"]["A"] = [15.575018, 8.448095, 1.612040, -9.721855, 1.534029] F["V5+"]["B"] = [0.682708, 5.566640, 10.527077, 0.907961, 0.066667] F["V5+"]["C"] = 0.552676 F["Cr2+"]["A"] = [10.598877, 1.565858, 2.728280, 0.098064, 6.959321] F["Cr2+"]["B"] = [6.151846, 0.023519, 17.432816, 54.002388, 0.426301] F["Cr2+"]["C"] = 0.04987 F["Cr3+"]["A"] = [7.989310, 1.765079, 2.627125, 1.829380, 6.980908] F["Cr3+"]["B"] = [6.068867, 0.018342, 6.068887, 16.309284, 0.420864] F["Cr3+"]["C"] = -0.192123 F["Mn2+"]["A"] = [11.287712, 26.042414, 3.058096, 0.090258, 7.088306] F["Mn2+"]["B"] = [5.506225, 0.000774, 16.158575, 54.766354, 0.375580] F["Mn2+"]["C"] = -24.566132 F["Mn3+"]["A"] = [6.926972, 2.081342, 11.128379, 2.375107, -0.419287] F["Mn3+"]["B"] = [0.378315, 0.015054, 5.379957, 14.429586, 0.004939] F["Mn3+"]["C"] = -0.093713 F["Mn4+"]["A"] = [12.409131, 7.466993, 1.809947, -12.138477, 10.780248] F["Mn4+"]["B"] = [0.300400, 0.112814, 12.520756, 0.168653, 5.173237] F["Mn4+"]["C"] = 0.672146 F["Fe2+"]["A"] = [11.776765, 11.165097, 3.533495, 0.165345, 7.036932] F["Fe2+"]["B"] = [4.912232, 0.001748, 14.166556, 42.381958, 0.341324] F["Fe2+"]["C"] = -9.676919 F["Fe3+"]["A"] = [9.721638, 63.403847, 2.141347, 2.629274, 7.033846] F["Fe3+"]["B"] = [4.869297, 0.000293, 4.867602, 13.539076, 0.338520] F["Fe3+"]["C"] = -61.930725 F["Co2+"]["A"] = [6.993840, 26.285812, 12.254289, 0.246114, 4.017407] F["Co2+"]["B"] = [0.310779, 0.000684, 4.400528, 35.741447, 12.536393] F["Co2+"]["C"] = -24.796852 F["Co3+"]["A"] = [6.861739, 2.678570, 12.281889, 3.501741, -0.179384] F["Co3+"]["B"] = [0.309794, 0.008142, 4.331703, 11.914167, 11.914167] F["Co3+"]["C"] = -1.147345 F["Ni2+"]["A"] = [12.519017, 37.832058, 4.387257, 0.661552, 6.949072] F["Ni2+"]["B"] = [3.933053, 0.000442, 10.449184, 23.860998, 0.283723] F["Ni2+"]["C"] = -36.344471 F["Ni3+"]["A"] = [13.579366, 1.902844, 12.859268, 3.811005, -6.838595] F["Ni3+"]["B"] = [0.313140, 0.012621, 3.906407, 10.894311, 0.344379] F["Ni3+"]["C"] = -0.317618 F["Cu1+"]["A"] = [12.960763, 16.342150, 1.110102, 5.520682, 6.915452] F["Cu1+"]["B"] = [3.576010, 0.000975, 29.523218, 10.114283, 0.261326] F["Cu1+"]["C"] = -14.84932 F["Cu2+"]["A"] = [11.895569, 16.344978, 5.799817, 1.048804, 6.789088] F["Cu2+"]["B"] = [3.378519, 0.000924, 8.133653, 20.526524, 0.254741] F["Cu2+"]["C"] = -14.878383 F["Zn2+"]["A"] = [13.340772, 10.428857, 5.544489, 0.762295, 6.869172] F["Zn2+"]["B"] = [3.215913, 0.001413, 8.542680, 21.891756, 0.239215] F["Zn2+"]["C"] = -8.945248 F["Ga3+"]["A"] = [13.123875, 35.288189, 6.126979, 0.611551, 6.724807] F["Ga3+"]["B"] = [2.809960, 0.000323, 6.831534, 16.784311, 0.212002] F["Ga3+"]["C"] = -33.875122 F["Ge4+"]["A"] = [6.876636, 6.779091, 9.969591, 3.135857, 0.152389] F["Ge4+"]["B"] = [2.025174, 0.176650, 3.573822, 7.685848, 16.677574] F["Ge4+"]["C"] = 1.086542 F["Br1-"]["A"] = [17.714310, 6.466926, 6.947385, 4.402674, -0.697279] F["Br1-"]["B"] = [2.122554, 19.050768, 0.152708, 58.690361, 58.690372] F["Br1-"]["C"] = 1.152674 F["Rb1+"]["A"] = [17.684320, 7.761588, 6.680874, 2.668883, 0.070974] F["Rb1+"]["B"] = [1.710209, 14.919863, 0.128542, 31.654478, 0.128543] F["Rb1+"]["C"] = 1.133263 F["Sr2+"]["A"] = [17.694973, 1.275762, 6.154252, 9.234786, 0.515995] F["Sr2+"]["B"] = [1.550888, 30.133041, 0.118774, 13.821799, 0.118774] F["Sr2+"]["C"] = 1.125309 F["Y3+"]["A"] = [46.660366, 10.369686, 4.623042, -62.170834, 17.471146] F["Y3+"]["B"] = [-0.019971, 13.180257, 0.176398, -0.016727, 1.467348] F["Y3+"]["C"] = 19.023842 F["Zr4+"]["A"] = [6.802956, 17.699253, 10.650647, -0.248108, 0.250338] F["Zr4+"]["B"] = [0.096228, 1.296127, 11.240715, -0.219259, -0.219021] F["Zr4+"]["C"] = 0.827902 F["Nb3+"]["A"] = [17.714323, 1.675213, 7.483963, 8.322464, 11.143573] F["Nb3+"]["B"] = [1.172419, 30.102791, 0.080255, -0.002983, 10.456687] F["Nb3+"]["C"] = -8.339573 F["Nb5+"]["A"] = [17.580206, 7.633277, 10.793497, 0.180884, 67.837921] F["Nb5+"]["B"] = [1.165852, 0.078558, 9.507652, 31.621656, -0.000438] F["Nb5+"]["C"] = -68.02478 F["Mo3+"]["A"] = [7.447050, 17.778122, 11.886068, 1.997905, 1.789626] F["Mo3+"]["B"] = [0.072000, 1.073145, 9.834720, 28.221746, -0.011674] F["Mo3+"]["C"] = -1.898764 F["Mo5+"]["A"] = [7.929879, 17.667669, 11.515987, 0.500402, 77.444084] F["Mo5+"]["B"] = [0.068856, 1.068064, 9.046229, 26.558945, -0.000473] F["Mo5+"]["C"] = -78.056595 F["Mo6+"]["A"] = [34.757683, 9.653037, 6.584769, -18.628115, 2.490594] F["Mo6+"]["B"] = [1.301770, 7.123843, 0.094097, 1.617443, 12.335434] F["Mo6+"]["C"] = 1.141916 F["Ru3+"]["A"] = [17.894758, 13.579529, 10.729251, 2.474095, 48.227997] F["Ru3+"]["B"] = [0.902827, 8.740579, 0.045125, 24.764954, -0.001699] F["Ru3+"]["C"] = -51.905243 F["Ru4+"]["A"] = [17.845776, 13.455084, 10.229087, 1.653524, 14.059795] F["Ru4+"]["B"] = [0.901070, 8.482392, 0.045972, 23.015272, -0.004889] F["Ru4+"]["C"] = -17.241762 F["Rh3+"]["A"] = [17.758621, 14.569813, 5.298320, 2.533579, 0.879753] F["Rh3+"]["B"] = [0.841779, 8.319533, 0.069050, 23.709131, 0.069050] F["Rh3+"]["C"] = 0.960843 F["Rh4+"]["A"] = [17.716188, 14.446654, 5.185801, 1.703448, 0.989992] F["Rh4+"]["B"] = [0.840572, 8.100647, 0.068995, 22.357307, 0.068995] F["Rh4+"]["C"] = 0.959941 F["Pd2+"]["A"] = [6.122282, 15.651012, 3.513508, 9.060790, 8.771199] F["Pd2+"]["B"] = [0.062424, 8.018296, 24.784275, 0.776457, 0.776457] F["Pd2+"]["C"] = 0.879336 F["Pd4+"]["A"] = [6.152421, -96.069023, 31.622141, 81.578255, 17.801403] F["Pd4+"]["B"] = [0.063951, 11.090354, 13.466152, 9.758302, 0.783014] F["Pd4+"]["C"] = 0.915874 F["Ag1+"]["A"] = [6.091192, 4.019526, 16.948174, 4.258638, 13.889437] F["Ag1+"]["B"] = [0.056305, 0.719340, 7.758938, 27.368349, 0.719340] F["Ag1+"]["C"] = 0.785127 F["Ag2+"]["A"] = [6.401808, 48.699802, 4.799859, -32.332523, 16.356710] F["Ag2+"]["B"] = [0.068167, 0.942270, 20.639496, 1.100365, 6.883131] F["Ag2+"]["C"] = 1.068247 F["Cd2+"]["A"] = [6.093711, 43.909691, 17.041306, -39.675117, 17.958918] F["Cd2+"]["B"] = [0.050624, 8.654143, 15.621396, 11.082067, 0.667591] F["Cd2+"]["C"] = 0.664795 F["In3+"]["A"] = [6.206277, 18.497746, 3.078131, 10.524613, 7.401234] F["In3+"]["B"] = [0.041357, 6.605563, 18.792250, 0.608082, 0.608082] F["In3+"]["C"] = 0.293677 F["Sn2+"]["A"] = [6.353672, 4.770377, 14.672025, 4.235959, 18.002131] F["Sn2+"]["B"] = [0.034720, 6.167891, 6.167879, 29.006456, 0.561774] F["Sn2+"]["C"] = -0.042519 F["Sn4+"]["A"] = [15.445732, 6.420892, 4.562980, 1.713385, 18.033537] F["Sn4+"]["B"] = [6.280898, 0.033144, 6.280899, 17.983601, 0.557980] F["Sn4+"]["C"] = -0.172219 F["Sb3+"]["A"] = [10.189171, 57.461918, 19.356573, 4.862206, -45.394096] F["Sb3+"]["B"] = [0.089485, 0.375256, 5.357987, 22.153736, 0.297768] F["Sb3+"]["C"] = 1.516108 F["Sb5+"]["A"] = [17.920622, 6.647932, 12.724075, 1.555545, 7.600591] F["Sb5+"]["B"] = [0.522315, 0.029487, 5.718210, 16.433775, 5.718204] F["Sb5+"]["C"] = -0.445371 F["I1-"]["A"] = [20.010330, 17.835524, 8.104130, 2.231118, 9.158548] F["I1-"]["B"] = [4.565931, 0.444266, 32.430672, 95.149040, 0.014906] F["I1-"]["C"] = -3.341004 F["Cs1+"]["A"] = [19.939056, 24.967621, 10.375884, 0.454243, 17.660248] F["Cs1+"]["B"] = [3.770511, 0.004040, 25.311275, 76.537766, 0.384730] F["Cs1+"]["C"] = -19.394306 F["Ba2+"]["A"] = [19.750200, 17.513683, 10.884892, 0.321585, 65.149834] F["Ba2+"]["B"] = [3.430748, 0.361590, 21.358307, 70.309402, 0.001418] F["Ba2+"]["C"] = -59.618172 F["La3+"]["A"] = [19.688887, 17.345703, 11.356296, 0.099418, 82.358124] F["La3+"]["B"] = [3.146211, 0.339586, 18.753832, 90.345459, 0.001072] F["La3+"]["C"] = -76.846909 F["Ce3+"]["A"] = [26.593231, 85.866432, -6.677695, 12.111847, 17.401903] F["Ce3+"]["B"] = [3.280381, 0.001012, 4.313575, 17.868504, 0.326962] F["Ce3+"]["C"] = -80.313423 F["Ce4+"]["A"] = [17.457533, 25.659941, 11.691037, 19.695251, -16.994749] F["Ce4+"]["B"] = [0.311812, -0.003793, 16.568687, 2.886395, -0.008931] F["Ce4+"]["C"] = -3.515096 F["Pr3+"]["A"] = [20.879841, 36.035797, 12.135341, 0.283103, 17.167803] F["Pr3+"]["B"] = [2.870897, 0.002364, 16.615236, 53.909359, 0.306993] F["Pr3+"]["C"] = -30.500784 F["Pr4+"]["A"] = [17.496082, 21.538509, 20.403114, 12.062211, -7.492043] F["Pr4+"]["B"] = [0.294457, -0.002742, 2.772886, 15.804613, -0.013556] F["Pr4+"]["C"] = -9.016722 F["Nd3+"]["A"] = [17.120077, 56.038139, 21.468307, 10.000671, 2.905866] F["Nd3+"]["B"] = [0.291295, 0.001421, 2.743681, 14.581367, 22.485098] F["Nd3+"]["C"] = -50.541992 F["Pm3+"]["A"] = [22.221066, 17.068142, 12.805423, 0.435687, 52.238770] F["Pm3+"]["B"] = [2.635767, 0.277039, 14.927315, 45.768017, 0.001455] F["Pm3+"]["C"] = -46.767181 F["Sm3+"]["A"] = [15.618565, 19.538092, 13.398946, -4.358811, 24.490461] F["Sm3+"]["B"] = [0.006001, 0.306379, 14.979594, 0.748825, 2.454492] F["Sm3+"]["C"] = -9.714854 F["Eu2+"]["A"] = [23.899035, 31.657497, 12.955752, 1.700576, 16.992199] F["Eu2+"]["B"] = [2.467332, 0.002230, 13.625002, 35.089481, 0.253136] F["Eu2+"]["C"] = -26.204315 F["Eu3+"]["A"] = [17.758327, 33.498665, 24.067188, 13.436883, -9.019134] F["Eu3+"]["B"] = [0.244474, -0.003901, 2.487526, 14.568011, -0.015628] F["Eu3+"]["C"] = -19.768026 F["Gd3+"]["A"] = [24.344999, 16.945311, 13.866931, 0.481674, 93.506378] F["Gd3+"]["B"] = [2.333971, 0.239215, 12.982995, 43.876347, 0.000673] F["Gd3+"]["C"] = -88.147179 F["Tb3+"]["A"] = [24.878252, 16.856016, 13.663937, 1.279671, 39.271294] F["Tb3+"]["B"] = [2.223301, 0.227290, 11.812528, 29.910065, 0.001527] F["Tb3+"]["C"] = -33.950317 F["Dy3+"]["A"] = [16.864344, 90.383461, 13.675473, 1.687078, 25.540651] F["Dy3+"]["B"] = [0.216275, 0.000593, 11.121207, 26.250975, 2.135930] F["Dy3+"]["C"] = -85.15065 F["Ho3+"]["A"] = [16.837524, 63.221336, 13.703766, 2.061602, 26.202621] F["Ho3+"]["B"] = [0.206873, 0.000796, 10.500283, 24.031883, 2.055060] F["Ho3+"]["C"] = -58.026505 F["Er3+"]["A"] = [16.810127, 22.681061, 13.864114, 2.294506, 26.864477] F["Er3+"]["B"] = [0.198293, 0.002126, 9.973341, 22.836388, 1.979442] F["Er3+"]["C"] = -17.51346 F["Tm3+"]["A"] = [16.787500, 15.350905, 14.182357, 2.299111, 27.573771] F["Tm3+"]["B"] = [0.190852, 0.003036, 9.602934, 22.526880, 1.912862] F["Tm3+"]["C"] = -10.192087 F["Yb2+"]["A"] = [28.443794, 16.849527, 14.165081, 3.445311, 28.308853] F["Yb2+"]["B"] = [1.863896, 0.183811, 9.225469, 23.691355, 0.001463] F["Yb2+"]["C"] = -23.214935 F["Yb3+"]["A"] = [28.191629, 16.828087, 14.167848, 2.744962, 23.171774] F["Yb3+"]["B"] = [1.842889, 0.182788, 9.045957, 20.799847, 0.001759] F["Yb3+"]["C"] = -18.103676 F["Lu3+"]["A"] = [28.828693, 16.823227, 14.247617, 3.079559, 25.647667] F["Lu3+"]["B"] = [1.776641, 0.175560, 8.575531, 19.693701, 0.001453] F["Lu3+"]["C"] = -20.626528 F["Hf4+"]["A"] = [29.267378, 16.792543, 14.785310, 2.184128, 23.791996] F["Hf4+"]["B"] = [1.697911, 0.168313, 8.190025, 18.277578, 0.001431] F["Hf4+"]["C"] = -18.820383 F["Ta5+"]["A"] = [29.539469, 16.741854, 15.182070, 1.642916, 16.437447] F["Ta5+"]["B"] = [1.612934, 0.160460, 7.654408, 17.070732, 0.001858] F["Ta5+"]["C"] = -11.542459 F["W6+"]["A"] = [29.729357, 17.247808, 15.184488, 1.154652, 0.739335] F["W6+"]["B"] = [1.501648, 0.140803, 6.880573, 14.299601, 14.299618] F["W6+"]["C"] = 3.945157 F["Os4+"]["A"] = [17.113485, 15.792370, 23.342392, 4.090271, 7.671292] F["Os4+"]["B"] = [0.131850, 7.288542, 1.389307, 19.629425, 1.389307] F["Os4+"]["C"] = 3.98839 F["Ir3+"]["A"] = [31.537575, 16.363338, 15.597141, 5.051404, 1.436935] F["Ir3+"]["B"] = [1.334144, 7.451918, 0.127514, 21.705648, 0.127515] F["Ir3+"]["C"] = 4.009459 F["Ir4+"]["A"] = [30.391249, 16.146996, 17.019068, 4.458904, 0.975372] F["Ir4+"]["B"] = [1.328519, 7.181766, 0.127337, 19.060146, 1.328519] F["Ir4+"]["C"] = 4.006865 F["Pt2+"]["A"] = [31.986849, 17.249048, 15.269374, 5.760234, 1.694079] F["Pt2+"]["B"] = [1.281143, 7.625512, 0.123571, 24.190826, 0.123571] F["Pt2+"]["C"] = 4.032512 F["Pt4+"]["A"] = [41.932713, 16.339224, 17.653894, 6.012420, -12.036877] F["Pt4+"]["B"] = [1.111409, 6.466086, 0.128917, 16.954155, 0.778721] F["Pt4+"]["C"] = 4.094551 F["Au1+"]["A"] = [32.124306, 16.716476, 16.814100, 7.311565, 0.993064] F["Au1+"]["B"] = [1.216073, 7.165378, 0.118715, 20.442486, 53.095985] F["Au1+"]["C"] = 4.040792 F["Au3+"]["A"] = [31.704271, 17.545767, 16.819551, 5.522640, 0.361725] F["Au3+"]["B"] = [1.215561, 7.220506, 0.118812, 20.050970, 1.215562] F["Au3+"]["C"] = 4.042679 F["Hg1+"]["A"] = [28.866837, 19.277540, 16.776051, 6.281459, 3.710289] F["Hg1+"]["B"] = [1.173967, 7.583842, 0.115351, 29.055994, 1.173968] F["Hg1+"]["C"] = 4.06843 F["Hg2+"]["A"] = [32.411079, 18.690371, 16.711773, 9.974835, -3.847611] F["Hg2+"]["B"] = [1.162980, 7.329806, 0.114518, 22.009489, 22.009493] F["Hg2+"]["C"] = 4.052869 F["Tl1+"]["A"] = [32.295044, 16.570049, 17.991013, 1.535355, 7.554591] F["Tl1+"]["B"] = [1.101544, 0.110020, 6.528559, 52.495068, 20.338634] F["Tl1+"]["C"] = 4.05403 F["Tl3+"]["A"] = [32.525639, 19.139185, 17.100321, 5.891115, 12.599463] F["Tl3+"]["B"] = [1.094966, 6.900992, 0.103667, 18.489614, -0.001401] F["Tl3+"]["C"] = -9.256075 F["Pb2+"]["A"] = [27.392647, 16.496822, 19.984501, 6.813923, 5.233910] F["Pb2+"]["B"] = [1.058874, 0.106305, 6.708123, 24.395554, 1.058874] F["Pb2+"]["C"] = 4.065623 F["Pb4+"]["A"] = [32.505657, 20.014240, 14.645661, 5.029499, 1.760138] F["Pb4+"]["B"] = [1.047035, 6.670321, 0.105279, 16.525040, 0.105279] F["Pb4+"]["C"] = 4.044678 F["Bi3+"]["A"] = [32.461437, 19.438683, 16.302486, 7.322662, 0.431704] F["Bi3+"]["B"] = [0.997930, 6.038867, 0.101338, 18.371586, 46.361046] F["Bi3+"]["C"] = 4.043703 F["Bi5+"]["A"] = [16.734028, 20.580494, 9.452623, 61.155834, -34.041023] F["Bi5+"]["B"] = [0.105076, 4.773282, 11.762162, 1.211775, 1.619408] F["Bi5+"]["C"] = 4.113663 F["Ra2+"]["A"] = [4.986228, 32.474945, 21.947443, 11.800013, 10.807292] F["Ra2+"]["B"] = [0.082597, 0.791468, 4.608034, 24.792431, 0.082597] F["Ra2+"]["C"] = 3.956572 F["Ac3+"]["A"] = [15.584983, 32.022125, 21.456327, 0.757593, 12.341252] F["Ac3+"]["B"] = [0.077438, 0.739963, 4.040735, 47.525002, 19.406845] F["Ac3+"]["C"] = 3.838984 F["Th4+"]["A"] = [15.515445, 32.090691, 13.996399, 12.918157, 7.635514] F["Th4+"]["B"] = [0.074499, 0.711663, 3.871044, 18.596891, 3.871044] F["Th4+"]["C"] = 3.831122 F["U3+"]["A"] = [15.360309, 32.395657, 21.961290, 1.325894, 14.251453] F["U3+"]["B"] = [0.067815, 0.654643, 3.643409, 39.604965, 16.330570] F["U3+"]["C"] = 3.706622 F["U4+"]["A"] = [15.355091, 32.235306, 0.557745, 14.396367, 21.751173] F["U4+"]["B"] = [0.067789, 0.652613, 42.354237, 15.908239, 3.553231] F["U4+"]["C"] = 3.705863 F["U6+"]["A"] = [15.333844, 31.770849, 21.274414, 13.872636, 0.048519] F["U6+"]["B"] = [0.067644, 0.646384, 3.317894, 14.650250, 75.339699] F["U6+"]["C"] = 3.700591 F["Np3+"]["A"] = [15.378152, 32.572132, 22.206125, 1.413295, 14.828381] F["Np3+"]["B"] = [0.064613, 0.631420, 3.561936, 37.875511, 15.546129] F["Np3+"]["C"] = 3.60337 F["Np4+"]["A"] = [15.373926, 32.423019, 21.969994, 0.662078, 14.969350] F["Np4+"]["B"] = [0.064597, 0.629658, 3.476389, 39.438942, 15.135764] F["Np4+"]["C"] = 3.603039 F["Np6+"]["A"] = [15.359986, 31.992825, 21.412458, 0.066574, 14.568174] F["Np6+"]["B"] = [0.064528, 0.624505, 3.253441, 67.658318, 13.980832] F["Np6+"]["C"] = 3.600942 F["Pu3+"]["A"] = [15.356004, 32.769127, 22.680210, 1.351055, 15.416232] F["Pu3+"]["B"] = [0.060590, 0.604663, 3.491509, 37.260635, 14.981921] F["Pu3+"]["C"] = 3.428895 F["Pu4+"]["A"] = [15.416219, 32.610569, 22.256662, 0.719495, 15.518152] F["Pu4+"]["B"] = [0.061456, 0.607938, 3.411848, 37.628792, 14.464360] F["Pu4+"]["C"] = 3.480408 F["Pu6+"]["A"] = [15.436506, 32.289719, 14.726737, 15.012391, 7.024677] F["Pu6+"]["B"] = [0.061815, 0.606541, 3.245363, 13.616438, 3.245364] F["Pu6+"]["C"] = 3.502325 elems = """ H 1H 2H 3H He 4He Li 7Li Be B 11B C 12C 13C N 14N 15N O 16O 17O 18O F Ne 20Ne 21Ne 22Ne Na Mg 24Mg 25Mg 26Mg Al Si 28Si 29Si 30Si P S 32S 33S 34S 36S Cl 35Cl 37Cl Ar 36Ar 38Ar 40Ar K 39K 40K 41K Ca 40Ca 42Ca 43Ca 44Ca 46Ca 48Ca Sc Ti 46Ti 47Ti 48Ti 49Ti 50Ti V 50V 51V Cr 50Cr 52Cr 53Cr 54Cr Mn Fe 54Fe 56Fe 57Fe 58Fe Co Ni 58Ni 60Ni 61Ni 62Ni 64Ni Cu 63Cu 65Cu Zn 64Zn 66Zn 67Zn 68Zn 70Zn Ga 69Ga 71Ga Ge 70Ge 72Ge 73Ge 74Ge 76Ge As Se 74Se 76Se 77Se 78Se 80Se 82Se Br 79Br 81Br Kr 86Kr Rb 85Rb 87Rb Sr 84Sr 86Sr 87Sr 88Sr Y Zr 90Zr 91Zr 92Zr 94Zr 96Zr Nb Mo 92Mo 94Mo 95Mo 96Mo 97Mo 98Mo 100Mo Ru Rh Pd 102Pd 104Pd 105Pd 106Pd 108Pd 110Pd Ag 107Ag 109Ag 106Cd 108Cd 110Cd 111Cd 112Cd 114Cd 116Cd 113In Sn 112Sn 114Sn 115Sn 116Sn 117Sn 118Sn 119Sn 120Sn 122Sn 124Sn Sb 121Sb 123Sb Te 120Te 122Te 124Te 125Te 126Te 128Te 130Te I Xe Cs Ba 130Ba 132Ba 134Ba 135Ba 136Ba 137Ba 138Ba La 138La 139La Ce 136Ce 138Ce 140Ce 142Ce Pr Nd 142Nd 143Nd 144Nd 145Nd 146Nd 148Nd 150Nd Pm 144Sm 147Sm 148Sm 150Sm 152Sm 154Sm 153Eu 152Gd 154Gd 156Gd 158Gd 160Gd Tb 156Dy 158Dy 160Dy 161Dy 162Dy 163Dy Ho Er 162Er 164Er 166Er 167Er 168Er 170Er Tm Yb 170Yb 171Yb 172Yb 173Yb 174Yb 176Yb Lu 175Lu Hf 174Hf 176Hf 177Hf 178Hf 179Hf 180Hf Ta 180Ta 181Ta W 180W 182W 183W 184W 186W Re 185Re 187Re Os 184Os 186Os 187Os 188Os 189Os 190Os 192Os Ir Pt 190Pt 192Pt 194Pt 195Pt 196Pt 198Pt Au Hg 196Hg 199Hg Tl 203Tl 205Tl Pb 204Pb 206Pb 207Pb 208Pb Bi Ra Th U 233U 234U 235U 238U 238Pu 239Pu 240Pu 242Pu Am 244Cm 246Cm 248Cm""" ND = {} ND["H"] = -3.7390 ND["1H"] = -3.7406 ND["2H"] = 6.671 ND["3H"] = -1.04 ND["He"] = 3.26 ND["4He"] = 3.26 ND["Li"] = -1.90 ND["7Li"] = -2.22 ND["Be"] = 7.79 ND["B"] = 6.65 ND["11B"] = 6.65 ND["C"] = 6.6460 ND["12C"] = 6.6511 ND["13C"] = 6.19 ND["N"] = 9.36 ND["14N"] = 9.37 ND["15N"] = 6.44 ND["O"] = 5.803 ND["16O"] = 5.803 ND["17O"] = 5.78 ND["18O"] = 5.84 ND["F"] = 5.654 ND["Ne"] = 4.566 ND["20Ne"] = 4.631 ND["21Ne"] = 6.66 ND["22Ne"] = 3.87 ND["Na"] = 3.63 ND["Mg"] = 5.375 ND["24Mg"] = 5.66 ND["25Mg"] = 3.62 ND["26Mg"] = 4.89 ND["Al"] = 3.449 ND["Si"] = 4.1491 ND["28Si"] = 4.107 ND["29Si"] = 4.70 ND["30Si"] = 4.58 ND["P"] = 5.13 ND["S"] = 2.847 ND["32S"] = 2.804 ND["33S"] = 4.74 ND["34S"] = 3.48 ND["36S"] = 3. ND["Cl"] = 9.5770 ND["35Cl"] = 11.65 ND["37Cl"] = 3.08 ND["Ar"] = 1.909 ND["36Ar"] = 24.90 ND["38Ar"] = 3.5 ND["40Ar"] = 1.830 ND["K"] = 3.67 ND["39K"] = 3.74 ND["40K"] = 3. ND["41K"] = 2.69 ND["Ca"] = 4.70 ND["40Ca"] = 4.80 ND["42Ca"] = 3.36 ND["43Ca"] = -1.56 ND["44Ca"] = 1.42 ND["46Ca"] = 3.6 ND["48Ca"] = 0.39 ND["Sc"] = 12.29 ND["Ti"] = -3.438 ND["46Ti"] = 4.93 ND["47Ti"] = 3.63 ND["48Ti"] = -6.08 ND["49Ti"] = 1.04 ND["50Ti"] = 6.18 ND["V"] = -0.3824 ND["50V"] = 7.6 ND["51V"] = -0.402 ND["Cr"] = 3.635 ND["50Cr"] = -4.50 ND["52Cr"] = 4.920 ND["53Cr"] = -4.20 ND["54Cr"] = 4.55 ND["Mn"] = -3.73 ND["Fe"] = 9.45 ND["54Fe"] = 4.2 ND["56Fe"] = 9.94 ND["57Fe"] = 2.3 ND["58Fe"] = 15. ND["Co"] = 2.49 ND["Ni"] = 10.3 ND["58Ni"] = 14.4 ND["60Ni"] = 2.8 ND["61Ni"] = 7.60 ND["62Ni"] = -8.7 ND["64Ni"] = -0.37 ND["Cu"] = 7.718 ND["63Cu"] = 6.43 ND["65Cu"] = 10.61 ND["Zn"] = 5.680 ND["64Zn"] = 5.22 ND["66Zn"] = 5.97 ND["67Zn"] = 7.56 ND["68Zn"] = 6.03 ND["70Zn"] = 6. ND["Ga"] = 7.288 ND["69Ga"] = 7.88 ND["71Ga"] = 6.40 ND["Ge"] = 8.185 ND["70Ge"] = 10.0 ND["72Ge"] = 8.51 ND["73Ge"] = 5.02 ND["74Ge"] = 7.58 ND["76Ge"] = 8.2 ND["As"] = 6.58 ND["Se"] = 7.970 ND["74Se"] = 0.8 ND["76Se"] = 12.2 ND["77Se"] = 8.25 ND["78Se"] = 8.24 ND["80Se"] = 7.48 ND["82Se"] = 6.34 ND["Br"] = 6.795 ND["79Br"] = 6.80 ND["81Br"] = 6.79 ND["Kr"] = 7.81 ND["86Kr"] = 8.1 ND["Rb"] = 7.09 ND["85Rb"] = 7.03 ND["87Rb"] = 7.23 ND["Sr"] = 7.02 ND["84Sr"] = 7. ND["86Sr"] = 5.67 ND["87Sr"] = 7.40 ND["88Sr"] = 7.15 ND["Y"] = 7.75 ND["Zr"] = 7.16 ND["90Zr"] = 6.4 ND["91Zr"] = 8.7 ND["92Zr"] = 7.4 ND["94Zr"] = 8.2 ND["96Zr"] = 5.5 ND["Nb"] = 7.054 ND["Mo"] = 6.715 ND["92Mo"] = 6.91 ND["94Mo"] = 6.80 ND["95Mo"] = 6.91 ND["96Mo"] = 6.20 ND["97Mo"] = 7.24 ND["98Mo"] = 6.58 ND["100Mo"] = 6.73 ND["Ru"] = 7.03 ND["Rh"] = 5.88 ND["Pd"] = 5.91 ND["102Pd"] = 7.7 ND["104Pd"] = 7.7 ND["105Pd"] = 5.5 ND["106Pd"] = 6.4 ND["108Pd"] = 4.1 ND["110Pd"] = 7.7 ND["Ag"] = 5.922 ND["107Ag"] = 7.555 ND["109Ag"] = 4.165 ND["106Cd"] = 5. ND["108Cd"] = 5.4 ND["110Cd"] = 5.9 ND["111Cd"] = 6.5 ND["112Cd"] = 6.4 ND["114Cd"] = 7.5 ND["116Cd"] = 6.3 ND["113In"] = 5.39 ND["Sn"] = 6.225 ND["112Sn"] = 6. ND["114Sn"] = 6.2 ND["115Sn"] = 6. ND["116Sn"] = 5.93 ND["117Sn"] = 6.48 ND["118Sn"] = 6.07 ND["119Sn"] = 6.12 ND["120Sn"] = 6.49 ND["122Sn"] = 5.74 ND["124Sn"] = 5.97 ND["Sb"] = 5.57 ND["121Sb"] = 5.71 ND["123Sb"] = 5.38 ND["Te"] = 5.80 ND["120Te"] = 5.3 ND["122Te"] = 3.8 ND["124Te"] = 7.96 ND["125Te"] = 5.02 ND["126Te"] = 5.56 ND["128Te"] = 5.89 ND["130Te"] = 6.02 ND["I"] = 5.28 ND["Xe"] = 4.92 ND["Cs"] = 5.42 ND["Ba"] = 5.07 ND["130Ba"] = -3.6 ND["132Ba"] = 7.8 ND["134Ba"] = 5.7 ND["135Ba"] = 4.67 ND["136Ba"] = 4.91 ND["137Ba"] = 6.83 ND["138Ba"] = 4.84 ND["La"] = 8.24 ND["138La"] = 8. ND["139La"] = 8.24 ND["Ce"] = 4.84 ND["136Ce"] = 5.80 ND["138Ce"] = 6.70 ND["140Ce"] = 4.84 ND["142Ce"] = 4.75 ND["Pr"] = 4.58 ND["Nd"] = 7.69 ND["142Nd"] = 7.7 ND["143Nd"] = 14. ND["144Nd"] = 2.8 ND["145Nd"] = 14. ND["146Nd"] = 8.7 ND["148Nd"] = 5.7 ND["150Nd"] = 5.3 ND["Pm"] = 3.2 ND["144Sm"] = -3. ND["147Sm"] = 14. ND["148Sm"] = -3. ND["150Sm"] = 14. ND["152Sm"] = -5.0 ND["154Sm"] = 9.3 ND["153Eu"] = 8.22 ND["152Gd"] = 10. ND["154Gd"] = 10. ND["156Gd"] = 6.3 ND["158Gd"] = 9. ND["160Gd"] = 9.15 ND["Tb"] = 7.38 ND["156Dy"] = 6.1 ND["158Dy"] = 6. ND["160Dy"] = 6.7 ND["161Dy"] = 10.3 ND["162Dy"] = -1.4 ND["163Dy"] = 5.0 ND["Ho"] = 8.01 ND["Er"] = 7.79 ND["162Er"] = 8.8 ND["164Er"] = 8.2 ND["166Er"] = 10.6 ND["167Er"] = 3.0 ND["168Er"] = 7.4 ND["170Er"] = 9.6 ND["Tm"] = 7.07 ND["Yb"] = 12.43 ND["170Yb"] = 6.77 ND["171Yb"] = 9.66 ND["172Yb"] = 9.43 ND["173Yb"] = 9.56 ND["174Yb"] = 19.3 ND["176Yb"] = 8.72 ND["Lu"] = 7.21 ND["175Lu"] = 7.24 ND["Hf"] = 7.7 ND["174Hf"] = 10.9 ND["176Hf"] = 6.61 ND["177Hf"] = 0.8 ND["178Hf"] = 5.9 ND["179Hf"] = 7.46 ND["180Hf"] = 13.2 ND["Ta"] = 6.91 ND["180Ta"] = 7. ND["181Ta"] = 6.91 ND["W"] = 4.86 ND["180W"] = 5. ND["182W"] = 6.97 ND["183W"] = 6.53 ND["184W"] = 7.48 ND["186W"] = -0.72 ND["Re"] = 9.2 ND["185Re"] = 9.0 ND["187Re"] = 9.3 ND["Os"] = 10.7 ND["184Os"] = 10. ND["186Os"] = 11.6 ND["187Os"] = 10. ND["188Os"] = 7.6 ND["189Os"] = 10.7 ND["190Os"] = 11.0 ND["192Os"] = 11.5 ND["Ir"] = 10.6 ND["Pt"] = 9.60 ND["190Pt"] = 9.0 ND["192Pt"] = 9.9 ND["194Pt"] = 10.55 ND["195Pt"] = 8.83 ND["196Pt"] = 9.89 ND["198Pt"] = 7.8 ND["Au"] = 7.63 ND["Hg"] = 12.692 ND["196Hg"] = 30.3 ND["199Hg"] = 16.9 ND["Tl"] = 8.776 ND["203Tl"] = 6.99 ND["205Tl"] = 9.52 ND["Pb"] = 9.405 ND["204Pb"] = 9.90 ND["206Pb"] = 9.22 ND["207Pb"] = 9.28 ND["208Pb"] = 9.50 ND["Bi"] = 8.532 ND["Ra"] = 0 ND["Th"] = 10.31 ND["U"] = 8.417 ND["233U"] = 1. ND["234U"] = 12.4 ND["235U"] = 10.47 ND["238U"] = 8.402 ND["238Pu"] = 0 ND["239Pu"] = 1.3 ND["240Pu"] = 0 ND["242Pu"] = 0 ND["Am"] = 2. ND["244Cm"] = 0 ND["246Cm"] = 0 ND["248Cm"] = 0 class Data(): def __init__(self, cnfile): self.cnfile = cnfile self.bsae, _ = os.path.splitext(cnfile) self.p = pd.DataFrame(columns=["n", "c"]) self.SetData() self.CalcIq() def SetData(self): with open(self.cnfile) as o: body = o.read() + "\n" data = re.search("# (r.+?)\n\n", body, re.DOTALL) data = data.group(1) lines = data.split("\n") columns = lines[0].split() data = np.array(" ".join(lines[1:]).split(), dtype=float) data = data.reshape(-1, len(columns)) self.cnmax = data[-1, -1] self.r = data[:, 0] self.cn = data[:, 1:-1] self.cn[1:, :] = self.cn[1:, :] - self.cn[0:-1, :] self.pairs = columns[1:-1] def CalcIq(self): columns = np.append(["Q", "2theta"], self.pairs) self.sq = pd.DataFrame(columns=columns) if args.qrange is None: tmin, tmax = sorted(args.trange) t = np.linspace(tmin, tmax, args.pnt) q = 4*np.pi/args.lmd * np.sin(0.5*t*np.pi/180) else: qmin, qmax = sorted([args.qrange[0], args.qrange[1]]) q = np.linspace(qmin, qmax, args.pnt) self.sq["Q"] = q t = args.lmd/4/np.pi * self.sq["Q"] self.sq["2theta"] = 2*np.arcsin(t[t < 1]) * 180/np.pi self.coeff = pd.DataFrame() self.coeff["q"] = q for pair in self.pairs: a, b = pair.split("-") fa, _ = self.CalcXcoeff(q, a) fb, _ = self.CalcXcoeff(q, b) self.coeff[pair] = fa * fb body = "{}\n".format(self.coeff.shape[0]) body += "{}\n".format(len(self.pairs)) fmt = "{:24.16e}" fmt += "{:24.16e}" * len(self.pairs) fmt += "\n" for i, row in self.coeff.iterrows(): body += fmt.format(*row) coefffile = f"{self.cnfile}.coeff" with open(f"{coefffile}", "w") as o: o.write(body) com = f"./cn2Iq {self.cnfile} {coefffile}" print(f"{com}...") o = sp.run(com, shell=True, capture_output=True) data = np.array(o.stdout.decode().split(), dtype=float) data = data.reshape(self.coeff.shape[0], -1) for i, pair in enumerate(self.pairs): self.sq[pair] = data[:, i] self.sq["XRD"] = data.sum(axis=1) self.sq.iloc[:, 2:] = self.sq.iloc[:, 2:] / self.cnmax def CalcXcoeff(self, q_, a): q = q_**2/(16*np.pi**2) f = (F[a]["A"][0] * np.exp(-F[a]["B"][0]*q) + F[a]["A"][1] * np.exp(-F[a]["B"][1]*q) + F[a]["A"][2] * np.exp(-F[a]["B"][2]*q) + F[a]["A"][3] * np.exp(-F[a]["B"][3]*q) + F[a]["A"][4] * np.exp(-F[a]["B"][4]*q) + F[a]["C"]) f = np.array(f) b = ND[a] return f, b def OutputSq(self): fig, ax = plt.subplots() if args.qrange is None: x = 2*np.arcsin(args.lmd / 4 / np.pi * self.sq["Q"])*180/np.pi label = "$2\\theta$/deg." else: x = self.sq["Q"] label = "$Q/{\\rm \\AA^{-1}}$" ax.plot(x, self.sq["XRD"]) ax.set_xlabel(label) base, _ = os.path.splitext(self.cnfile) fig.savefig(f"{base}.png") print(f"{base}.png was created.") with pd.ExcelWriter(f"{base}.xlsx") as o: self.sq.to_excel(o, sheet_name="S(Q)", index=False) print(f"{base}.xlsx was created.") if args.plot is True: plt.show() for f in args.cnfiles: d = Data(f) d.OutputSq()