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SiC-2nd-paper/画图/弱极性不同方向偏移/plot.ipynb
2025-09-29 14:48:11 +08:00

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{
"cells": [
{
"cell_type": "markdown",
"id": "01ce11e3",
"metadata": {},
"source": [
"使用以下实验结果:\n",
"* 正入射使用 250923/1\n",
"* 肩入射使用 250923/2"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "fcd2d712",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'/home/chn/repo/SiC-2nd-paper'"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import numpy as np\n",
"from scipy.optimize import curve_fit\n",
"import matplotlib.pyplot as plt\n",
"import plotly.graph_objects as go\n",
"import matplotlib\n",
"import pandas as pd\n",
"\n",
"def lorentzian(x, A, x0, gamma, k, b):\n",
" return A / (1 + ((x - x0) / gamma)**2) + k * x + b\n",
"def double_lorentzian(x, A1, x1, gamma1, A2, x2, gamma2, k, b):\n",
" return lorentzian(x, A1, x1, gamma1, k, b) + lorentzian(x, A2, x2, gamma2, 0, 0)\n",
"def triple_lorentzian(x, A1, x1, gamma1, A2, x2, gamma2, A3, x3, gamma3, k, b):\n",
" return lorentzian(x, A1, x1, gamma1, k, b) + lorentzian(x, A2, x2, gamma2, 0, 0) + lorentzian(x, A3, x3, gamma3, 0, 0)\n",
"%pwd"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "72622c13",
"metadata": {},
"outputs": [],
"source": [
"def fitting_peek(x, y, x_range, function, guess, bound):\n",
" mask = (x > x_range[0]) & (x < x_range[1])\n",
" x = x[mask]\n",
" y = y[mask]\n",
" popt, pcov = curve_fit(function, x, y, p0=guess, maxfev=10000, bounds=bound)\n",
" return popt"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "eb8e13ff",
"metadata": {},
"outputs": [],
"source": [
"# polarization site\n",
"x = [np.loadtxt(f\"画图/拉曼结果拟合/250923/1/joined_x.txt\"), np.loadtxt(f\"画图/拉曼结果拟合/250923/2/joined_x.txt\")]\n",
"y = [np.loadtxt(f\"画图/拉曼结果拟合/250923/1/joined_y.txt\"), np.loadtxt(f\"画图/拉曼结果拟合/250923/2/joined_y.txt\")]\n",
"polarizations = [\"zyyz\", \"xyyx\"]"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "458a0a34",
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.plotly.v1+json": {
"config": {
"plotlyServerURL": "https://plot.ly"
},
"data": [
{
"line": {
"color": "red"
},
"mode": "lines",
"name": "zyyz 0",
"type": "scatter",
"x": {
"bdata": 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",
"dtype": "f8"
},
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",
"dtype": "f8"
},
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",
"dtype": "f8"
},
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}
},
{
"line": {
"color": "purple"
},
"mode": "lines",
"name": "xyyx 1",
"type": "scatter",
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",
"dtype": "f8"
},
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",
"dtype": "f8"
},
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}
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},
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",
"dtype": "f8"
},
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",
"dtype": "f8"
},
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},
"mode": "lines",
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",
"dtype": "f8"
},
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",
"dtype": "f8"
},
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}
},
{
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},
"mode": "lines",
"name": "xyyx 4",
"type": "scatter",
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",
"dtype": "f8"
},
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"bgcolor": "#E5ECF6",
"caxis": {
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},
"title": {
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"xaxis": {
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"source": [
"fig = go.Figure()\n",
"color_map = {\n",
" \"zyyz\": \"red\",\n",
" \"xyyx\": \"purple\",\n",
"}\n",
"for i in range(5):\n",
" for p_idx, polarization in enumerate(polarizations):\n",
" fig.add_trace(go.Scatter(x=x[p_idx][i], y=y[p_idx][i], mode='lines', name=f'{polarization} {i}', line=dict(color=color_map[polarization])))\n",
"fig.update_layout(width=1440, height=900)\n",
"fig.show()"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "b667941c",
"metadata": {},
"outputs": [],
"source": [
"fitting_init_parameter = [\n",
" [300, 196, 1, 2e3, 204, 0.8, 0, 900],\n",
" [50, 266, 5, 0, 100],\n",
" [1e3, 611, 5, 0, 100],\n",
" [1e4, 776, 1, 1e3, 797, 1, 1, 100],\n",
" [1e4, 776, 1, 1e4, 782, 1, 1e3, 797, 1, 1, 100]\n",
"]\n",
"fitting_range = [\n",
" [180, 220],\n",
" [250, 280],\n",
" [600, 617],\n",
" [700, 850],\n",
" [700, 850]\n",
"]\n",
"fitting_bound = [\n",
" ([0, 192, 0, 0, 200, 0, -np.inf, -np.inf], [np.inf, 198, np.inf, np.inf, 206, np.inf, np.inf, np.inf]),\n",
" ([0, 260, 0, -np.inf, -np.inf], [np.inf, 270, np.inf, np.inf, np.inf]),\n",
" ([0, 605, 0, -np.inf, -np.inf], [np.inf, 617, np.inf, np.inf, np.inf]),\n",
" (-np.inf, np.inf),\n",
" (-np.inf, np.inf)\n",
"]"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "64386690",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[np.float64(7.976522536385067), np.float64(7.573807267253011)]\n",
"[np.float64(0.02575361733430761), np.float64(0.04615704590013109)]\n",
"[np.float64(609.7628734525853), np.float64(609.4841751140629)]\n",
"[np.float64(0.007590446770223481), np.float64(0.012465538014395755)]\n"
]
}
],
"source": [
"# 这里存储A1-1的拟合结果用来对齐\n",
"shift_E21 = [[None for _ in range(11)] for _ in range(2)]\n",
"shift_E22 = [[None for _ in range(11)] for _ in range(2)]\n",
"shift_A11 = [[None for _ in range(11)] for _ in range(2)]\n",
"for p_idx, polarization in enumerate(polarizations):\n",
" for site in range(11):\n",
" popt = fitting_peek(x[p_idx][site], y[p_idx][site], fitting_range[0], double_lorentzian, fitting_init_parameter[0], fitting_bound[0])\n",
" shift_E21[p_idx][site] = popt[1]\n",
" shift_E22[p_idx][site] = popt[4]\n",
" popt = fitting_peek(x[p_idx][site], y[p_idx][site], fitting_range[2], lorentzian, fitting_init_parameter[2], fitting_bound[2])\n",
" shift_A11[p_idx][site] = popt[1]\n",
"np.savetxt(\"画图/拉曼结果拟合/250923/shift_E21.txt\", shift_E21)\n",
"np.savetxt(\"画图/拉曼结果拟合/250923/shift_E22.txt\", shift_E22)\n",
"np.savetxt(\"画图/拉曼结果拟合/250923/shift_A11.txt\", shift_A11)\n",
"print([np.mean([shift_E22[p_idx][i] - shift_E21[p_idx][i] for i in range(11)]) for p_idx in range(2)])\n",
"print([np.std([shift_E22[p_idx][i] - shift_E21[p_idx][i] for i in range(11)]) for p_idx in range(2)])\n",
"print([np.mean(shift_A11[p_idx]) for p_idx in range(2)])\n",
"print([np.std(shift_A11[p_idx]) for p_idx in range(2)])"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "fed27a80",
"metadata": {},
"outputs": [
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",
"dtype": "f8"
},
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",
"dtype": "f8"
}
},
{
"line": {
"color": "purple"
},
"mode": "lines",
"name": "xyyx 0",
"type": "scatter",
"x": {
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",
"dtype": "f8"
},
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",
"dtype": "f8"
}
},
{
"line": {
"color": "red"
},
"mode": "lines",
"name": "zyyz 1",
"type": "scatter",
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jeEAP7zmwnGt4QA/vObCcc3hARE30+ah7eEBETfT5qIN4QL02Gyuxi3hAvTYbK7GTeEDylNV0vZt4QPKU1XS9o3hA8pTVdL2reEBrfvylxbN4QGt+/KXFu3hAoNy279HDeECg3Lbv0ct4QBnG3SDa03hAGcbdINrbeEAZxt0g2uN4QJKvBFLi63hAkq8EUuLzeEALmSuD6vt4QE8kmGrmA3lATySYauYLeUDHDb+b7hN5QMcNv5vuG3lAxw2/m+4jeUBA9+XM9it5QISCUrTyM3lAhIJStPI7eUD9a3nl+kN5QED35cz2S3lAQPflzPZTeUD9a3nl+lt5QP1reeX6Y3lA/Wt55fpreUC54Az+/nN5QLngDP7+e3lA/Wt55fqDeUBA9+XM9ot5QLngDP7+k3lA/Wt55fqbeUBA9+XM9qN5QED35cz2q3lA/Wt55fqzeUBA9+XM9rt5QED35cz2w3lAhIJStPLLeUBA9+XM9tN5QISCUrTy23lAxw2/m+7jeUALmSuD6ut5QE8kmGrm83lAC5krg+r7eUBPJJhq5gN6QJKvBFLiC3pA1jpxOd4TekAZxt0g2ht6QNY6cTneI3pAGcbdINorekBdUUoI1jN6QKDctu/RO3pAKPOPvslDekBrfvylxUt6QCjzj77JU3pAa378pcVbekDylNV0vWN6QDYgQly5a3pAequuQ7VzekABwocSrXt6QERN9Pmog3pAzGPNyKCLekAP7zmwnJN6QA/vObCcm3pAU3qml5ijekDakH9mkKt6QB0c7E2Ms3pApTLFHIS7ekAsSZ7re8N6QG/UCtN3y3pA9+rjoW/TekB+Ab1wZ9t6QMGMKVhj43pASKMCJ1vrekDQudv1UvN6QFfQtMRK+3pA3uaNk0IDe0Bl/WZiOgt7QOwTQDEyE3tAcyoZACobe0C3tYXnJSN7QIJXy50ZK3tACW6kbBEze0CQhH07CTt7QBebVgoBQ3tAnrEv2fhKe0AmyAio8FJ7QK3e4XboWntANPW6ReBie0D/lgD802p7QIat2crLcntADcSymcN6e0CU2otou4J7QF980R6vintA5pKq7aaSe0D0v1yLlpp7QL9hokGKontARnh7EIKqe0ARGsHGdbJ7QJgwmpVtuntAY9LfS2HCe0Dq6LgaWcp7QLWK/tBM0ntAPKHXn0Tae0COWfYkMOJ7QFn7O9sj6ntA4BEVqhvye0Crs1pgD/p7QHVVoBYDAnxAQPflzPYJfEBPJJhq5hF8QBnG3SDaGXxA5Gcj180hfECvCWmNwSl8QHqrrkO1MXxAzGPNyKA5fECWBRN/lEF8QGGnWDWISXxALEme63tRfED36uOhb1l8QEijAidbYXxAE0VI3U5pfEDe5o2TQnF8QKmI00k2eXxA+0DyziGBfEAJbqRsEYl8QNQP6iIFkXxAnrEv2fiYfEDwaU5e5KB8QP+WAPzTqHxAyThGssewfECU2otou7h8QCoeF9WiwHxA9L9ci5bIfEAD7Q4phtB8QFWlLa5x2HxAY9LfS2HgfEAudCUCVeh8QMO3sG488HxAjln2JDD4fECchqjCHwB9QDLKMy8HCH1A/Wt55foPfUALmSuD6hd9QKDctu/RH31Aa378pcUnfUABwocSrS99QA/vObCcN31AHRzsTYw/fUCzX3e6c0d9QMGMKVhjT31AjC5vDldXfUAicvp6Pl99QDCfrBguZ31AxeI3hRVvfUDUD+oiBXd9QGlTdY/sfn1AeIAnLdyGfUDJOEayx459QF980R6vln1AbamDvJ6efUAD7Q4phqZ9QBEawcZ1rn1Ap11MM122fUD5FWu4SL59QI5Z9iQwxn1AnIaowh/OfUB1VaAWA9Z9QISCUrTy3X1AGcbdINrlfUBrfvylxe19QAHChxKt9X1AU3qml5j9fUDovTEEgAV+QDp2UIlrDX5A0Lnb9VIVfkAicvp6Ph1+QPtA8s4hJX5ACW6kbBEtfkDiPJzA9DR+QLsLlBTYPH5AyThGssdEfkCjBz4Gq0x+QPS/XIuWVH5Azo5U33lcfkBj0t9LYWR+QLWK/tBMbH5Ajln2JDB0fkDgERWqG3x+QLngDP7+g35Akq8EUuKLfkDkZyPXzZN+QL02Gyuxm35AD+85sJyjfkDovTEEgKt+QMGMKVhjs35AE0VI3U67fkDsE0AxMsN+QAlupGwRy35AWybD8fzSfkA09bpF4Np+QA3EspnD4n5AKh4X1aLqfkB81jVajvJ+QFWlLa5x+n5Acf+R6VACf0DDt7BuPAp/QJyGqMIfEn9AueAM/v4Zf0CSrwRS4iF/QCjzj77JKX9AAcKHEq0xf0AdHOxNjDl/QG/UCtN3QX9AjC5vDldJf0CpiNNJNlF/QIJXy50ZWX9AnrEv2fhgf0A09bpF4Gh/QA3EspnDcH9AKh4X1aJ4f0BGeHsQgoB/QGPS30thiH9A+RVruEiQf0DS5GIMLJh/QO4+x0cLoH9AC5krg+qnf0Ao84++ya9/QL02Gyuxt39A2pB/ZpC/f0D36uOhb8d/QBNFSN1Oz39AMJ+sGC7Xf0CQhH07Cd9/QK3e4Xbo5n9AyThGssfuf0BffNEer/Z/QHzWNVqO/n9ATBjNyjYDgED8ijVcJAeAQAu45/kTC4BAGeWZlwMPgEDJVwIp8RKAQNeEtMbgFoBAiPccWM4agECWJM/1vR6AQKRRgZOtIoBAETl9PZ8mgEAfZi/bjiqAQM/Yl2x8LoBA3gVKCmwygECOeLKbWTaAQD7rGi1HOoBATBjNyjY+gED8ijVcJEKAQKz9ne0RRoBAuypQiwFKgEBrnbgc702AQBsQIa7cUYBAy4KJP8pVgEB79fHQt1mAQIoipG6nXYBAOpUMAJVhgEDqB3WRgmWAQJp63SJwaYBAjniym1ltgEA+6xotR3GAQO5dg740dYBAntDrTyJ5gEBOQ1ThD32AQP61vHL9gIBAUG7b9+iEgEAA4UOJ1oiAQLFTrBrEjIBAYcYUrLGQgEAROX09n5SAQGPxm8KKmIBAVu9wO3ScgEAHYtnMYaCAQFga+FFNpIBACY1g4zqogEC5/8h0KKyAQAu45/kTsIBAuypQiwG0gEBQbtv36LeAQADhQ4nWu4BAUpliDsK/gEACDMufr8OAQFTE6SSbx4BABDdStojLgECaet0icM+AQOwy/Kdb04BAnKVkOUnXgEDuXYO+NNuAQEAWokMg34BA1VktsAfjgECFzJVB9eaAQNeEtMbg6oBAKT3TS8zugEC/gF64s/KAQBE5fT2f9oBAY/Gbwor6gEC1qbpHdv6AQErtRbRdAoFAnKVkOUkGgUDuXYO+NAqBQEAWokMgDoFA1VktsAcSgUAnEkw18xWBQHnKarreGYFADw72JsYdgUBhxhSssSGBQLN+MzGdJYFA6gd1kYIpgUA8wJMWbi2BQI54sptZMYFAxQH0+z41gUAXuhKBKjmBQGlyMQYWPYFAoPtyZvtAgUDys5Hr5kSBQOaxZmTQSIFAe/Xx0LdMgUBv88ZJoVCBQAQ3UraIVIFA+DQnL3JYgUBK7UW0XVyBQIF2hxRDYIFA0y6mmS5kgUALuOf5E2iBQP61vHL9a4FAUG7b9+hvgUCI9xxYznOBQHv18dC3d4FAs34zMZ17gUCmfAiqhn+BQDzAkxZug4FAL75oj1eHgUBnR6rvPIuBQFpFf2gmj4FAks7AyAuTgUCFzJVB9ZaBQL1V16HamoFAsVOsGsSegUDo3O16qaKBQNzawvOSpoFAE2QEVHiqgUAHYtnMYa6BQOAw0SBFsoFA0y6mmS62gUALuOf5E7qBQP61vHL9vYFA14S0xuDBgUDLgok/ysWBQAIMy5+vyYFA9gmgGJnNgUDP2JdsfNGBQAdi2cxh1YFAnKVkOUnZgUDTLqaZLt2BQGlyMQYW4YFAoPtyZvvkgUB5ymq63uiBQG3IPzPI7IFARpc3h6vwgUA6lQwAlfSBQBNkBFR4+IFA7DL8p1v8gUDgMNEgRQCCQLn/yHQoBIJAks7AyAsIgkAnEkw18wuCQF+bjZXYD4JAOGqF6bsTgkDNrRBWoxeCQKZ8CKqGG4JAmRJJ9HIfgkDqymd5XiOCQFeyYyNQJ4JAZd8VwT8rgkB0DMheLy+CQMbE5uMaM4JA1PGYgQo3gkDiHksf+jqCQPFL/bzpPoJAQwQcQtVCgkBRMc7fxEaCQAGkNnGySoJAD9HoDqJOgkBhiQeUjVKCQHC2uTF9VoJAfuNrz2xagkBy4UBIVl6CQIAO8+VFYoJAjjulgzVmgkCCOXr8HmqCQJBmLJoOboJAn5PeN/5xgkCSkbOw53WCQKG+ZU7XeYJAUTHO38R9gkCj6exksIGCQFNcVfadhYJAYYkHlI2JgkBVh9wMd42CQGO0jqpmkYJAEyf3O1SVgkAHJcy0PZmCQBVSflItnYJACVBTyxahgkC5wrtcBKWCQGk1JO7xqIJAu+1Cc92sgkBrYKsEy7CCQF9egH20tIJAD9HoDqK4gkADz72Hi7yCQLNBJhl5wIJAY7SOqmbEgkBXsmMjUMiCQAclzLQ9zIJA+yKhLSfQgkCrlQm/FNSCQJ+T3jf+14JATwZHyevbgkBDBBxC1d+CQPN2hNPC44JAiLoPQKrngkA4LXjRl+uCQCwrTUqB74JA3J21227zgkBy4UBIVveCQCJUqdlD+4JAFVJ+Ui3/gkBnCp3XGAODQFsIclACB4NAC3va4e8Kg0ChvmVO1w6DQJS8OsfAEoNA5nRZTKwWg0Daci7FlRqDQCwrTUqBHoNAwW7Ytmgig0By4UBIViaDQAclzLQ9KoNAnWhXISUug0BN27+yEjKDQOIeSx/6NYNANNdppOU5g0Ao1T4dzz2DQL0Yyom2QYNAD9HoDqJFg0ClFHR7iUmDQPfMkgB1TYNAjBAebVxRg0AiVKnZQ1WDQHQMyF4vWYNACVBTyxZdg0Cfk943/mCDQPFL/bzpZINAho+IKdFog0Ac0xOWuGyDQG6LMhukcINAA8+9h4t0g0CZEkn0cniDQOrKZ3lefINAIlSp2UOAg0C3lzRGK4SDQE3bv7ISiINAn5PeN/6Lg0DWHCCY44+DQGtgqwTLk4NAvRjKibaXg0D1oQvqm5uDQIrlllaDn4NAwW7Ytmijg0ATJ/c7VKeDQEuwOJw5q4NA4PPDCCGvg0AYfQVpBrODQGk1JO7xtoNAob5lTte6g0DYR6euvL6DQG6LMhukwoNApRR0e4nGg0CZEkn0csqDQNCbilRYzoNAZd8VwT/Sg0CdaFchJdaDQNTxmIEK2oNAyO9t+vPdg0D/eK9a2eGDQDYC8bq+5YNAzEV8J6bpg0ADz72Hi+2DQDpY/+dw8YNAcuFASFb1g0Bl3xXBP/mDQD6uDRUj/YNAdjdPdQgBhECtwJDV7QSEQORJ0jXTCIRAHNMTlrgMhEBTXFX2nRCEQIrlllaDFIRAY7SOqmYYhEBXsmMjUByEQI47pYM1IIRAZwqd1xgkhECfk943/ieEQNYcIJjjK4RAr+sX7MYvhEDmdFlMrDOEQL9DUaCPN4RA98ySAHU7hEDQm4pUWD+EQAclzLQ9Q4RA4PPDCCFHhEAYfQVpBkuEQPFL/bzpToRAKNU+Hc9ShEABpDZxslaEQNpyLsWVWoRAs0EmGXlehEDqymd5XmKEQMSZX81BZoRAnWhXISVqhEB2N091CG6EQE8GR8nrcYRAho+IKdF1hEBfXoB9tHmEQDgteNGXfYRAEfxvJXuBhEDqymd5XoWEQMSZX81BiYRAnWhXISWNhEB2N091CJGEQE8GR8nrlIRAa2CrBMuYhEDmdFlMrJyEQL9DUaCPoIRAmRJJ9HKkhEBy4UBIVqiEQEuwOJw5rIRAxsTm4xqwhECfk943/rOEQHhi1ovht4RANgLxur67hEAP0egOor+EQOif4GKFw4RAY7SOqmbHhEA8g4b+ScuEQLeXNEYrz4RAkGYsmg7ThEBPBkfJ69aEQCjVPh3P2oRAo+nsZLDehEB8uOS4k+KEQPfMkgB15oRAtWytL1LqhECOO6WDNe6EQAlQU8sW8oRAhGQBE/j1hED/eK9a2fmEQBzTE5a4/YRAlufB3ZkBhUAR/G8lewWFQIwQHm1cCYVAS7A4nDkNhUDGxObjGhGFQEDZlCv8FIVAu+1Cc90YhUB6jV2iuhyFQPWhC+qbIIVAcLa5MX0khUDqymd5XiiFQKlqgqg7LIVAJH8w8BwwhUCfk943/jOFQF0z+WbbN4VA2Eenrrw7hUD1oQvqmz+FQLNBJhl5Q4VALlbUYFpHhUCpaoKoO0uFQAlQU8sWT4VAhGQBE/hShUD/eK9a2VaFQF9egH20WoVA2nIuxZVehUD3zJIAdWKFQLVsrS9SZoVA0sYRazFqhUBN27+yEm6FQK3AkNXtcYVAKNU+Hc91hUCIug9AqnmFQKUUdHuJfYVAICkiw2qBhUCADvPlRYWFQJ1oVyEliYVA/U0oRACNhUB4YtaL4ZCFQNhHp668lIVA9aEL6puYhUAR/G8le5yFQHLhQEhWoIVAjjulgzWkhUBN27+yEqiFQGk1JO7xq4VAyhr1EM2vhUDmdFlMrLOFQEdaKm+Ht4VAY7SOqma7hUBl3xXBP7+FQII5evwew4VA4h5LH/rGhUD/eK9a2cqFQF9egH20zoVAfLjkuJPShUDcnbXbbtaFQJs90ApM2oVA+yKhLSfehUAYfQVpBuKFQBqojH/f5YVAeo1dorrphUCW58Hdme2FQJkSSfRy8YVAtWytL1L1hUC3lzRGK/mFQNTxmIEK/YVA1hwgmOMAhkA2AvG6vgSGQPWhC+qbCIZAVYfcDHcMhkATJ/c7VBCGQBVSflItFIZAdjdPdQgYhkA012mk5RuGQDYC8bq+H4ZAlufB3ZkjhkBVh9wMdyeGQFeyYyNQK4ZAWd3qOSkvhkAYfQVpBjOGQBqojH/fNoZA2Eenrrw6hkA4LXjRlz6GQDpY/+dwQoZAPIOG/klGhkD7IqEtJ0qGQP1NKEQAToZA/3ivWtlRhkC9GMqJtlWGQGGJB5SNWYZAY7SOqmZdhkAiVKnZQ2GGQCR/MPAcZYZAJqq3BvZohkDKGvUQzWyGQIi6D0CqcIZAiuWWVoN0hkCMEB5tXHiGQDCBW3czfIZA7yB2phCAhkDxS/286YOGQJS8OsfAh4ZAlufB3ZmLhkA6WP/ncI+GQPn3GRdOk4ZAnWhXISWXhkCfk943/pqGQEMEHELVnoZARS+jWK6ihkClFHR7iaaGQEmFsYVgqoZAS7A4nDmuhkDvIHamELKGQJKRs7DntYZANgLxur65hkA4LXjRl72GQJkSSfRywYZAPIOG/knFhkDg88MIIcmGQIRkARP4zIZAho+IKdHQhkAqAMYzqNSGQM5wAz5/2IZAcuFASFbchkDSxhFrMeCGQHY3T3UI5IZAGqiMf9/nhkC9GMqJtuuGQAPPvYeL74ZApz/7kWLzhkBLsDicOfeGQO8gdqYQ+4ZAkpGzsOf+hkA2AvG6vgKHQHy45LiTBodAICkiw2oKh0DEmV/NQQ6HQAlQU8sWEodArcCQ1e0Vh0BRMc7fxBmHQJbnwd2ZHYdAOlj/53Ahh0CADvPlRSWHQCR/MPAcKYdAaTUk7vEsh0ANpmH4yDCHQFNcVfadNIdA98ySAHU4h0A8g4b+STyHQII5evweQIdAJqq3BvZDh0BrYKsEy0eHQLEWnwKgS4dAVYfcDHdPh0CbPdAKTFOHQODzwwghV4dAJqq3BvZah0BrYKsEy16HQFNcVfadYodAmRJJ9HJmh0DeyDzyR2qHQCR/MPAcbodAaTUk7vFxh0Cv6xfsxnWHQPWhC+qbeYdAOlj/53B9h0CADvPlRYGHQAlQU8sWhYdATwZHyeuIh0A2AvG6voyHQHy45LiTkIdAwW7YtmiUh0AHJcy0PZiHQJBmLJoOnIdAeGLWi+Gfh0C9GMqJtqOHQAPPvYeLp4dA6spneV6rh0B0DMheL6+HQLnCu1wEs4dAob5lTte2h0DmdFlMrLqHQM5wAz5/vodAV7JjI1DCh0A+rg0VI8aHQIRkARP4yYdAa2CrBMvNh0D1oQvqm9GHQNydtdtu1YdAxJlfzUHZh0AJUFPLFt2HQDTXaaTl4IdAHNMTlrjkh0ADz72Hi+iHQIwQHm1c7IdAdAzIXi/wh0BbCHJQAvSHQEMEHELV94dAbosyG6T7h0BVh9wMd/+HQDyDhv5JA4hAxsTm4xoHiECtwJDV7QqIQJS8OsfADohAv0NRoI8SiEBJhbGFYBaIQDCBW3czGohAWwhyUAIeiEBDBBxC1SGIQG6LMhukJYhAVYfcDHcpiEA8g4b+SS2IQAlQU8sWMYhA8Uv9vOk0iEAc0xOWuDiIQAPPvYeLPIhAjBAebVxAiEC3lzRGK0SIQJ+T3jf+R4hAa2CrBMtLiEBTXFX2nU+IQCApIsNqU4hAByXMtD1XiECQZiyaDluIQLvtQnPdXohARS+jWK5iiEBwtrkxfWaIQPn3GRdOaohAxsTm4xpuiECtwJDV7XGIQHqNXaK6dYhAA8+9h4t5iEAuVtRgWn2IQLeXNEYrgYhAhGQBE/iEiEANpmH4yIiIQNpyLsWVjIhAwW7YtmiQiECOO6WDNZSIQBh9BWkGmIhA5EnSNdObiECxFp8CoJ+IQDpY/+dwo4hAByXMtD2niECQZiyaDquIQF0z+WbbrohA5nRZTKyyiECzQSYZebaIQIAO8+VFuohAq5UJvxS+iEB4YtaL4cGIQAGkNnGyxYhAznADPn/JiECbPdAKTM2IQMbE5uMa0YhAkpGzsOfUiEAc0xOWuNiIQIrlllaD3IhAV7JjI1DgiEDg88MIIeSIQE8GR8nr54hAHNMTlrjriEBHWipvh++IQBMn9ztU84hAgjl6/B73iEALe9rh7/qIQHqNXaK6/ohA6J/gYoUCiUC1bK0vUgaJQODzwwghColATwZHyesNiUAc0xOWuBGJQEdaKm+HFYlAtWytL1IZiUAkfzDwHB2JQPFL/bzpIIlAHNMTlrgkiUCK5ZZWgyiJQPn3GRdOLIlAZwqd1xgwiUCSkbOw5zOJQAGkNnGyN4lAcLa5MX07iUDeyDzyRz+JQE3bv7ISQ4lAeGLWi+FGiUDmdFlMrEqJQFWH3Ax3TolAxJlfzUFSiUAyrOKNDFaJQF0z+WbbWYlAbosyG6RdiUDcnbXbbmGJQEuwOJw5ZYlAucK7XARpiUDKGvUQzWyJQDgteNGXcIlAY7SOqmZ0iUB0DMheL3iJQOIeSx/6e4lAUTHO38R/iUBhiQeUjYOJQNCbilRYh4lA4PPDCCGLiUBPBkfJ646JQF9egH20kolALCtNSoGWiUCbPdAKTJqJQKuVCb8UnolAGqiMf9+hiUAqAMYzqKWJQDpY/+dwqYlAqWqCqDutiUC5wrtcBLGJQMoa9RDNtIlA2nIuxZW4iUDqymd5XryJQFnd6jkpwIlAaTUk7vHDiUB6jV2iuseJQIrlllaDy4lAmz3QCkzPiUCrlQm/FNOJQLvtQnPd1olAzEV8J6baiUDcnbXbbt6JQO317o834olA/U0oRADmiUANpmH4yOmJQL9DUaCP7YlA0JuKVFjxiUDg88MIIfWJQPFL/bzp+IlAAaQ2cbL8iUCzQSYZeQCKQAclzLQ9BIpAGH0FaQYIikDKGvUQzQuKQNpyLsWVD4pA6spneV4TikCdaFchJReKQK3AkNXtGopAX16AfbQeikBwtrkxfSKKQGXfFcE/JopAdjdPdQgqikAo1T4dzy2KQDgteNGXMYpA6spneV41ikCdaFchJTmKQK3AkNXtPIpAo+nsZLBAikBVh9wMd0SKQGXfFcE/SIpAGH0FaQZMikDKGvUQzU+KQL9DUaCPU4pAcuFASFZXikCCOXr8HluKQDTXaaTlXopA5nRZTKxiikDcnbXbbmaKQI47pYM1aopAQNmUK/xtikDzdoTTwnGKQOif4GKFdYpAmz3QCkx5ikBN27+yEn2KQP94r1rZgIpA9aEL6puEikBJhbGFYIiKQPsioS0njIpA8Uv9vOmPikCj6exksJOKQPfMkgB1l4pAqWqCqDubikCfk943/p6KQFExzt/EoopApRR0e4mmikCbPdAKTKqKQO8gdqYQropAob5lTtexikCW58HdmbWKQOrKZ3leuYpAnWhXISW9ikA012mk5cCKQOZ0WUysxIpAfuNrz2zIikDSxhFrMcyKQIRkARP4z4pAHNMTlrjTikBwtrkxfdeKQGXfFcE/24pAucK7XATfikANpmH4yOKKQAPPvYeL5opAV7JjI1DqikDvIHamEO6KQEMEHELV8YpA2nIuxZX1ikAuVtRgWvmKQII5evwe/YpAGqiMf98Ai0DMRXwnpgSLQGO0jqpmCItAt5c0RisMi0BPBkfJ6w+LQEUvo1iuE4tA3J21224Xi0AwgVt3MxuLQMjvbfrzHotAHNMTlrgii0CzQSYZeSaLQAclzLQ9KotAQNmUK/wti0CUvDrHwDGLQCwrTUqBNYtAxJlfzUE5i0C5wrtcBD2LQFExzt/EQItAR1oqb4dEi0DeyDzyR0iLQDKs4o0MTItAa2CrBMtPi0ADz72Hi1OLQPn3GRdOV4tAkGYsmg5bi0CGj4gp0V6LQB7+mqyRYotAV7JjI1Bmi0BN27+yEmqLQORJ0jXTbYtA2nIuxZVxi0ATJ/c7VHWLQKuVCb8UeYtAob5lTtd8i0Daci7FlYCLQBMn9ztUhItAZwqd1xiIi0ChvmVO14uLQNpyLsWVj4tA0JuKVFiTi0AJUFPLFpeLQEMEHELVmotAOC140Zeei0By4UBIVqKLQKuVCb8UpotA5EnSNdOpi0Daci7Fla2LQBMn9ztUsYtATdu/shK1i0CGj4gp0biLQHy45LiTvItAV7JjI1DAi0CQZiyaDsSLQMoa9RDNx4tAv0NRoI/Li0CbPdAKTM+LQNTxmIEK04tADaZh+MjWi0ClFHR7idqLQN7IPPJH3otAGH0FaQbii0DzdoTTwuWLQCwrTUqB6YtAByXMtD3ti0D9TShEAPGLQNhHp6689ItAEfxvJXv4i0Dt9e6PN/yLQCaqtwb2/4tAAaQ2cbIDjECZEkn0cgeMQNLGEWsxC4xArcCQ1e0OjECIug9AqhKMQMFu2LZoFoxAnWhXISUajEB4YtaL4R2MQFNcVfadIYxALlbUYFoljEAkfzDwHCmMQP94r1rZLIxA2nIuxZUwjEC1bK0vUjSMQJBmLJoOOIxAa2CrBMs7jEBHWipvhz+MQCJUqdlDQ4xA/U0oRABHjEDYR6euvEqMQLNBJhl5ToxAjjulgzVSjEALe9rh71WMQOZ0WUysWYxAwW7YtmhdjECdaFchJWGMQHhi1ovhZIxA9aEL6ptojEDQm4pUWGyMQKuVCb8UcIxAKNU+Hc9zjEADz72Hi3eMQN7IPPJHe4xAWwhyUAJ/jEA2AvG6voKMQLNBJhl5hoxAjjulgzWKjEALe9rh742MQOZ0WUyskYxApz/7kWKVjECCOXr8HpmMQP94r1rZnIxAfLjkuJOgjEBXsmMjUKSMQNTxmIEKqIxAUTHO38SrjEAsK01Kga+MQKlqgqg7s4xAaTUk7vG2jEDmdFlMrLqMQMFu2LZovoxAPq4NFSPCjEC77UJz3cWMQDgteNGXyYxAtWytL1LNjEB2N091CNGMQPN2hNPC1IxAcLa5MX3YjEDt9e6PN9yMQGk1JO7x34xAKgDGM6jjjECnP/uRYueMQCR/MPAc64xAob5lTtfujEAe/pqskfKMQIAO8+VF9oxA/U0oRAD6jEB6jV2iuv2MQPfMkgB1AY1At5c0RisFjUDWHCCY4wiNQFNcVfadDI1AcuFASFYQjUAyrOKNDBSNQK/rF+zGF41AznADPn8bjUCOO6WDNR+NQK3AkNXtIo1AKgDGM6gmjUCMEB5tXCqNQAlQU8sWLo1AKNU+Hc8xjUDon+BihTWNQAclzLQ9OY1AJqq3BvY8jUDmdFlMrECNQAX6RJ5kRI1AJH8w8BxIjUDkSdI100uNQAPPvYeLT41AIlSp2UNTjUCEZAET+FaNQAGkNnGyWo1AY7SOqmZejUCCOXr8HmKNQKG+ZU7XZY1AA8+9h4tpjUAiVKnZQ22NQIRkARP4cI1Ao+nsZLB0jUAF+kSeZHiNQCR/MPAcfI1AQwQcQtV/jUClFHR7iYONQMSZX81Bh41AJqq3BvaKjUBFL6NYro6NQEmFsYVgko1AZwqd1xiWjUDKGvUQzZmNQOif4GKFnY1A7fXujzehjUALe9rh76SNQG6LMhukqI1ALlbUYFqsjUCQZiyaDrCNQK/rF+zGs41As0EmGXm3jUDSxhFrMbuNQNYcIJjjvo1A9aEL6pvCjUD59xkXTsaNQFsIclACyo1AHNMTlrjNjUB+42vPbNGNQD6uDRUj1Y1AQwQcQtXYjUClFHR7idyNQGXfFcE/4I1AaTUk7vHjjUCIug9AqueNQIwQHm1c641AkGYsmg7vjUBRMc7fxPKNQLNBJhl59o1AdAzIXi/6jUB4YtaL4f2NQHy45LiTAY5APIOG/kkFjkBA2ZQr/AiOQEUvo1iuDI5ABfpEnmQQjkAJUFPLFhSOQA2mYfjIF45AEfxvJXsbjkDSxhFrMR+OQNYcIJjjIo5A2nIuxZUmjkA8g4b+SSqOQEDZlCv8LY5ARS+jWK4xjkBJhbGFYDWOQAlQU8sWOY5Ar+sX7MY8jkCzQSYZeUCOQLeXNEYrRI5AGqiMf99HjkAe/pqskUuOQCJUqdlDT45AyO9t+vNSjkCIug9AqlaOQC5W1GBaWo5AMqzijQxejkDYR6euvGGOQNydtdtuZY5APq4NFSNpjkBDBBxC1WyOQOif4GKFcI5AjjulgzV0jkCSkbOw53eOQDgteNGXe45Amz3QCkx/jkCfk943/oKOQEUvo1iuho5A6spneV6KjkDvIHamEI6OQJS8OsfAkY5AOlj/53CVjkDg88MIIZmOQIaPiCnRnI5A6J/gYoWgjkCOO6WDNaSOQDTXaaTlp45A2nIuxZWrjkCADvPlRa+OQCaqtwb2so5AzEV8J6a2jkBy4UBIVrqOQBh9BWkGvo5AvRjKibbBjkBjtI6qZsWOQAlQU8sWyY5AUTHO38TMjkD3zJIAddCOQJ1oVyEl1I5AQwQcQtXXjkDon+BihduOQDCBW3cz345A1hwgmOPijkAe/pqskeaOQMSZX81B6o5AaTUk7vHtjkCxFp8CoPGOQFeyYyNQ9Y5An5PeN/74jkBFL6NYrvyOQIwQHm1cAI9AMqzijQwEj0B6jV2iugePQCApIsNqC49AZwqd1xgPj0Cv6xfsxhKPQJkSSfRyFo9A4PPDCCEaj0Ao1T4dzx2PQM5wAz5/IY9AFVJ+Ui0lj0BdM/lm2yiPQKUUdHuJLI9A7fXujzcwj0CSkbOw5zOPQB7+mqyRN49AZd8VwT87j0CtwJDV7T6PQLEWnwKgQo9A+fcZF05Gj0BA2ZQr/EmPQIi6D0CqTY9A0JuKVFhRj0AYfQVpBlWPQF9egH20WI9Apz/7kWJcj0BA2ZQr/F+PQIi6D0CqY49A0JuKVFhnj0AYfQVpBmuPQF9egH20bo9Apz/7kWJyj0DvIHamEHaPQDYC8bq+eY9AfuNrz2x9j0DGxObjGoGPQA2mYfjIhI9AVYfcDHeIj0DvIHamEIyPQDYC8bq+j49AfuNrz2yTj0DGxObjGpePQA2mYfjImo9AVYfcDHeej0CdaFchJaKPQORJ0jXTpY9ALCtNSoGpj0B0DMheL62PQA2mYfjIsI9AVYfcDHe0j0CdaFchJbiPQORJ0jXTu49ALCtNSoG/j0B0DMheL8OPQA2mYfjIxo9AVYfcDHfKj0CdaFchJc6PQORJ0jXT0Y9ALCtNSoHVj0B0DMheL9mPQLvtQnPd3I9AVYfcDHfgj0CdaFchJeSPQORJ0jXT549ALCtNSoHrj0DGxObjGu+PQA2mYfjI8o9AVYfcDHf2j0CdaFchJfqPQORJ0jXT/Y9AlpUmpcAAkEBjYvNxjQKQQAfTMHxkBJBAqkNuhjsGkEBOtKuQEgiQQPIk6ZrpCZBAv/G1Z7YLkEBjYvNxjQ2QQAfTMHxkD5BAqkNuhjsRkEB3EDtTCBOQQBuBeF3fFJBAv/G1Z7YWkECMvoI0gxiQQDAvwD5aGpBA05/9SDEckEB3EDtTCB6QQETdByDVH5BA6E1FKqwhkECMvoI0gyOQQDAvwD5aJZBA/PuMCycnkECgbMoV/iiQQETdByDVKpBAEarU7KEskEC1GhL3eC6QQFmLTwFQMJBA/PuMCycykEDJyFnY8zOQQG05l+LKNZBAEarU7KE3kEDedqG5bjmQQILn3sNFO5BAJVgczhw9kEDyJOma6T6QQJaVJqXAQJBAOgZkr5dCkEAH0zB8ZESQQKpDboY7RpBATrSrkBJIkEAbgXhd30mQQL/xtWe2S5BAY2LzcY1NkEAwL8A+Wk+QQNOf/UgxUZBAdxA7UwhTkEBE3Qcg1VSQQOhNRSqsVpBAtRoS93hYkEBZi08BUFqQQPz7jAsnXJBAychZ2PNdkEBtOZfiyl+QQDoGZK+XYZBA3nahuW5jkECC597DRWWQQE60q5ASZ5BA",
"dtype": "f8"
},
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1AUAiDle5mJoBQJERizoZmAFAIg5XuZiaAUA/b1Sgb4YBQMe3E8W9sAFAX3p4e1iZAUC9vxejgKQBQNVNSf8UnQFAZhnp7fuIAUD6hjJRl8EBQP+8T6gJogFA5oQdw9SRAUA37bvjvKUBQN3T/BtgtAFAx7cTxb2wAUDlzrdgUI8BQDn9v4LNoAFAz3UKQJp5AUA5/b+CzaABQNWhE0ylqgFAi6Q4TvSxAUBPmDUV15sBQIqsqOyQnwFAZM1FzJKQAUA/b1Sgb4YBQF96eHtYmQFABNPsnsu2AUAiDle5mJoBQGTNRcySkAFAlc6nXUWjAUAE0+yey7YBQCIOV7mYmgFAOf2/gs2gAUCREYs6GZgBQEHhF2sqswFAmc3ISfemAUA5/b+CzaABQG9TSke1hwFAT5g1FdebAUCyvji5tnUBQGTNRcySkAFAPto7NRatAUD3s9yG2ZYBQDn9v4LNoAFAMG8Q3VKBAUBkzUXMkpABQKzkKA0AuAFA5oQdw9SRAUC9vxejgKQBQCTFGmCZlQFA/1WTRRaTAUDlzrdgUI8BQFnTiGiFrwFA/7xPqAmiAUDDI8VjFMsBQE+YNRXXmwFAX2rjd1KeAUDHtxPFvbABQEhd94EphQFAkRGLOhmYAUBmGent+4gBQO1viFX4wwFAi6Q4TvSxAUAbRGP+zrwBQJnNyEn3pgFAZhnp7fuIAUCpKJfFlrUBQPphdwVOrgFAdos/yWqpAUA+2js1Fq0BQILPJDqcuwFAwyPFYxTLAUDd0/wbYLQBQN39AiblyQFAIqd8qWe6AUDVoRNMpaoBQEHhF2sqswFAWdOIaIWvAUAwbxDdUoEBQBtEY/7OvAFAG0Rj/s68AUBPmDUV15sBQEI95zaZ3AFAlc6nXUWjAUAti5UQNLkBQGPemTsoxQFAIfz+qSDSAUCVzqddRaMBQDzg/hDM1gFAmc3ISfemAUDd0/wbYLQBQIukOE70sQFAn8lNb4LjAUC9vxejgKQBQKy8fQfIwgFAdos/yWqpAUD6hjJRl8EBQF9q43dSngFAa6m6wKfkAUBRWvhYAb4BQIAJ5TQQ4AFA+oYyUZfBAUAiDle5mJoBQDzg/hDM1gFAG0Rj/s68AUDeR18yZsABQEI95zaZ3AFALYuVEDS5AUAkxRpgmZUBQLh8295BzAFAjQ0VwxboAUAE0+yey7YBQPqGMlGXwQFAX2rjd1KeAUDtb4hV+MMBQHaLP8lqqQFAs+byKvXQAUCpKJfFlrUBQK7CLEozvwFAvjx4PwzwAUCuwixKM78BQJXsMi6IxwFAWdOIaIWvAUDjCDV6dtQBQMbJrNHA3QFA3kdfMmbAAUBCPec2mdwBQK7CLEozvwFA+vYFvVziAUAvD64jotUBQJlpwjlx2wFAWuUpk/LmAUDMvqWa9dcBQGupusCn5AFA4wg1enbUAUDGyazRwN0BQBtEY/7OvAFAa6m6wKfkAUCZacI5cdsBQBvQU8RL0wFAQj3nNpncAUAcoXR2LfEBQKlC5cAe2QFAkUUm9a/1AUD1yBFkgusBQJFFJvWv9QFAdomET07yAUCZacI5cdsBQMbJrNHA3QFAdomET07yAUAd4+TKbvMBQK7CLEozvwFAPOD+EMzWAUCZacI5cdsBQN0Mb1Nf6gFAeyWjqTbhAUCz5vIq9dABQK+yLFzp7gFAdomET07yAUDA7Up0EwMCQJXsMi6IxwFA9IfaNJD0AUBa5SmT8uYBQAugMmjH7QFAmit19mQGAkD1yBFkgusBQLWEdJV9IAJAOQFf0y8EAkB8eENQswkCQN0Mb1Nf6gFAQwUxkkr7AUCCi/z3mQgCQB2K1WBFEAJAn8lNb4LjAUCCi/z3mQgCQHaJhE9O8gFAMR5SXGsfAkC/5KdPzAoCQGcYDF/u9wFA5f1mZooTAkAsAuP32DkCQL8XT+kdGwJA2JKYC8D/AUDgQX8GChoCQE8Qf+C1FQJArk/dRaIiAkCuT91FoiICQOX9ZmaKEwJAec5TbsI3AkCV3WZ2JSsCQL16/RouDwJAE3V/aEItAkAJcP/IkjMCQOBBfwYKGgJA8x0KZ/YnAkAB0RhPXBECQAOUy7WQIQJATxB/4LUVAkDzHQpn9icCQDkBX9MvBAJAPMcWasQkAkDVeAR1zjgCQAm9qRvLFgJA1CUxE6A0AkDtxsg41iUCQOX9ZmaKEwJA9CBMGQE+AkCV3WZ2JSsCQNaRWX0WDgJArJ5/y1pKAkCRR461EkACQLWEdJV9IAJAeMSEDu07AkCM6CeOOkUCQDXhNbQyHAJAdyvQTqAUAkBCfm0CLEMCQP8v5YGzIwJAld1mdiUrAkAsAuP32DkCQD+WQW8zRAJAOZAjo2wwAkD9AUZHT0gCQIjg/SrjOgJAx0mcPX9SAkAZF5MYNCwCQAlw/8iSMwJA1XgEdc44AkCOf60mkWACQLB0bhFJRwJAbkHnL1VJAkB5zlNuwjcCQEJ+bQIsQwJAP7aoBHxRAkDKqRbWkl0CQBdCLmdvTgJAfaFiXohmAkCOf60mkWACQG5B5y9VSQJAP7aoBHxRAkDLaX1HJEICQBZEflZ7agJAsbQZSWZMAkByboKrkVwCQD+2qAR8UQJAtZLThuGAAkCnQk7+ak0CQGKDUgqOYwJAy2l9RyRCAkDcC6yPkl4CQLQ1GSuCUwJAnHvPDLeEAkDfsm0EkGECQPeZNl6RWwJAo97LdSd5AkAEKvrGkFoCQK7gD/1PcwJA+ALag3hrAkBxIS4pVnICQGKDUgqOYwJAsmyDrmFwAkBNTRBHdGwCQJmsM6QGfQJAmawzpAZ9AkDKqRbWkl0CQB4ETBD0fgJA0CRjrleMAkAWRH5We2oCQPeZNl6RWwJAGfAdd4iZAkDs2dFEL3gCQFWUOIiFZwJAcm6Cq5FcAkBLt3aqSnQCQB4ETBD0fgJAS7d2qkp0AkBsVMkQwoMCQGxUyRDCgwJAXCI+ag58AkBf99df6n8CQLaRYg2MZAJAnHvPDLeEAkDQJGOuV4wCQLg/F8NvbQJA7iw20cyCAkAS1Go6fokCQHxGet+shQJAsmyDrmFwAkCK9bvzPHYCQO4sNtHMggJAdLx4hpWHAkDs2dFEL3gCQJLIkaNxigJAuD8Xw29tAkDmXvzHiWUCQHV/z1oTkQJAvUNwdYmIAkDuLDbRzIICQEDvE2qCaAJABCr6xpBaAkB8RnrfrIUCQCfGLcpkiwJAivW78zx2AkCsnn/LWkoCQNLb1q81dwJAruAP/U9zAkALmJdhH3oCQOZe/MeJZQJAVZQ4iIVnAkD9AUZHT0gCQPgC2oN4awJAzDtrB2dvAkC0NRkrglMCQHJugquRXAJA7NnRRC94AkCRR461EkACQJRxEoB4UAJAn0TkWYpWAkCce88Mt4QCQEJ+bQIsQwJAP7aoBHxRAkCJjFsIF3sCQHZH0P+RXwJA1CUxE6A0AkAXQi5nb04CQKdCTv5qTQJAjn+tJpFgAkD7gk5fQUYCQCwC4/fYOQJAJVjmg3NPAkD0IEwZAT4CQOBBfwYKGgJAZyzdYoYyAkDtxsg41iUCQCwC4/fYOQJAvxdP6R0bAkATdX9oQi0CQBN1f2hCLQJAzzukq3kxAkCR8oIBBikCQDzHFmrEJAJAtYR0lX0gAkA5kCOjbDACQO3GyDjWJQJAkfKCAQYpAkDLaX1HJEICQOOJ2A4KPwJAJKwBS7c2AkDVeAR1zjgCQAOUy7WQIQJAld1mdiUrAkCRR461EkACQD+2qAR8UQJArJ5/y1pKAkAJcP/IkjMCQOfQ5RqMVwJA1CUxE6A0AkC1hHSVfSACQLB0bhFJRwJA1XgEdc44AkDVeAR1zjgCQLLmXWZQLgJAjOgnjjpFAkCV3WZ2JSsCQJXdZnYlKwJAF0IuZ29OAkAkrAFLtzYCQIjg/SrjOgJAD+8pSV8vAkDHSZw9f1ICQDEeUlxrHwJAzzukq3kxAkAZF5MYNCwCQBkXkxg0LAJAJZNb16s1AkCR8oIBBikCQBkXkxg0LAJAkUeOtRJAAkCuT91FoiICQNQzp6L2PAJA9CBMGQE+AkATdX9oQi0CQPuCTl9BRgJAtYR0lX0gAkCfRORZilYCQIjg/SrjOgJA8mii5Y9ZAkA/tqgEfFECQPuCTl9BRgJAy2l9RyRCAkDFy2NHYUsCQMI2nA0bQQJAJVjmg3NPAkAWRH5We2oCQKyef8taSgJAxctjR2FLAkCuT91FoiICQPJoouWPWQJAJZNb16s1AkAlWOaDc08CQHjEhA7tOwJA+4JOX0FGAkAkrAFLtzYCQMXLY0dhSwJA44nYDgo/AkAJcP/IkjMCQKyef8taSgJAx0mcPX9SAkCnQk7+ak0CQBkXkxg0LAJAZyzdYoYyAkDVeAR1zjgCQLLmXWZQLgJArFFe94VUAkAZF5MYNCwCQNQlMROgNAJAP5ZBbzNEAkD9q4d55iYCQCSsAUu3NgJA/QFGR09IAkB/yonOWB4CQJFHjrUSQAJAPMcWasQkAkD0IEwZAT4CQLWEdJV9IAJAPMcWasQkAkAsAuP32DkCQD1EDSd0EgJACXD/yJIzAkDCNpwNG0ECQAOUy7WQIQJA1CUxE6A0AkD0IEwZAT4CQMXLY0dhSwJA9CBMGQE+AkAEEBf4am4CQE1NEEd0bAJAPHb1+a+kAkA+qJPIGukCQAWUBm+oVQNAiEwL7KvtA0BzrBU4eIEEQPAm970qMwVAaFt0RoOuBUAGy4bAQ9EFQGy3R/rskwVAWd1uqIf6BED4a+9IxDQEQEbfBfwpdANA0U8GydDqAkDBFd8c/KACQAQQF/hqbgJArFFe94VUAkCOf60mkWACQP8v5YGzIwJAE3V/aEItAkAsAuP32DkCQLB0bhFJRwJALALj99g5AkA5kCOjbDACQD1EDSd0EgJA/auHeeYmAkAus8yRSgUCQDEeUlxrHwJAAdEYT1wRAkBDBTGSSvsBQLWEdJV9IAJA2JKYC8D/AUB8eENQswkCQF1ZkQF/BwJAgov895kIAkAX0SRJFSoCQC035+tFHQJAzzukq3kxAkCnQk7+ak0CQCWTW9erNQJAxctjR2FLAkBS2kqRjVgCQJRxEoB4UAJAP5ZBbzNEAkCu4A/9T3MCQLG0GUlmTAJA95k2XpFbAkCUcRKAeFACQAQQF/hqbgJAyqkW1pJdAkA/tqgEfFECQOfQ5RqMVwJA59DlGoxXAkCxtBlJZkwCQNwLrI+SXgJAzDtrB2dvAkCj3st1J3kCQF/311/qfwJAC5iXYR96AkC9Q3B1iYgCQIr1u/M8dgJAC5iXYR96AkBNTRBHdGwCQAQQF/hqbgJAtZLThuGAAkC4PxfDb20CQAQq+saQWgJA8mii5Y9ZAkByboKrkVwCQKxRXveFVAJAxctjR2FLAkCR8oIBBikCQIzoJ446RQJAvXr9Gi4PAkAditVgRRACQD1EDSd0EgJACb2pG8sWAkD7gk5fQUYCQDzHFmrEJAJAfHhDULMJAkA5AV/TLwQCQB2K1WBFEAJA10GhP+EXAkC/5KdPzAoCQIibqGGF/QFAdyvQTqAUAkDA7Up0EwMCQGupusCn5AFALrPMkUoFAkA5AV/TLwQCQCfoYfbkCwJAiGWpRP0MAkB2iYRPTvIBQB2K1WBFEAJA9IfaNJD0AUD0RSOTOukBQEMFMZJK+wFA9IfaNJD0AUDdDG9TX+oBQL48eD8M8AFAG9BTxEvTAUBc6dqgLPoBQHaJhE9O8gFALrPMkUoFAkBDBTGSSvsBQJ/3HQkN+QFAgov895kIAkDdDG9TX+oBQCP4PgH4AQJAvXr9Gi4PAkDYkpgLwP8BQEMFMZJK+wFA0LwiA87lAUB8eENQswkCQL16/RouDwJACb2pG8sWAkCIm6hhhf0BQGcYDF/u9wFAeEq3J2j8AUCNDRXDFugBQOX9ZmaKEwJASFeKiKP+AUAditVgRRACQIhlqUT9DAJAjQ0VwxboAUC/F0/pHRsCQLWEdJV9IAJAQwUxkkr7AUCf9x0JDfkBQByhdHYt8QFAmit19mQGAkB2iYRPTvIBQFzp2qAs+gFANeE1tDIcAkBnGAxf7vcBQDzg/hDM1gFA3QxvU1/qAUDQvCIDzuUBQNiSmAvA/wFA9ZuTFaXsAUBgJt/sx88BQBvQU8RL0wFAQj3nNpncAUD1m5MVpewBQI0NFcMW6AFA9IfaNJD0AUCf9x0JDfkBQHhKtydo/AFAjQ0VwxboAUDA7Up0EwMCQHaJhE9O8gFAvjx4PwzwAUCf9x0JDfkBQKheit22yAFAC6AyaMftAUBrqbrAp+QBQAHRGE9cEQJA9cgRZILrAUB4SrcnaPwBQB2K1WBFEAJAk3LBM9wAAkCvsixc6e4BQJNywTPcAAJAn8lNb4LjAUCfyU1vguMBQIibqGGF/QFAWuUpk/LmAUDdDG9TX+oBQIhlqUT9DAJALw+uI6LVAUAd4+TKbvMBQEI95zaZ3AFA9IfaNJD0AUCRRSb1r/UBQPWbkxWl7AFAC6AyaMftAUB3K9BOoBQCQNiSmAvA/wFA9cgRZILrAUDYkpgLwP8BQByhdHYt8QFA1pFZfRYOAkCIm6hhhf0BQNdBoT/hFwJAgAnlNBDgAUAd4+TKbvMBQDkBX9MvBAJA2JKYC8D/AUDl/WZmihMCQB2K1WBFEAJAJ+hh9uQLAkAcoXR2LfEBQNaRWX0WDgJAJ+hh9uQLAkA14TW0MhwCQAHRGE9cEQJA8x0KZ/YnAkBDBTGSSvsBQPMdCmf2JwJAA5TLtZAhAkAxHlJcax8CQD1EDSd0EgJA1pFZfRYOAkDWkVl9Fg4CQNiSmAvA/wFAkfKCAQYpAkA14TW0MhwCQP8v5YGzIwJAeMSEDu07AkAJcP/IkjMCQC035+tFHQJAGReTGDQsAkAn6GH25AsCQNV4BHXOOAJAsuZdZlAuAkADlMu1kCECQAlw/8iSMwJAD+8pSV8vAkCV3WZ2JSsCQAlw/8iSMwJAP5ZBbzNEAkCwdG4RSUcCQNQlMROgNAJA1XgEdc44AkBuQecvVUkCQIjg/SrjOgJAdkfQ/5FfAkCM6CeOOkUCQHEhLilWcgJA+4JOX0FGAkBxIS4pVnICQKyef8taSgJA59DlGoxXAkB4xIQO7TsCQAQQF/hqbgJAuD8Xw29tAkAlWOaDc08CQJ/Eor6PYgJAyqkW1pJdAkDyaKLlj1kCQMXLY0dhSwJAJKwBS7c2AkBig1IKjmMCQEDvE2qCaAJAcSEuKVZyAkCj3st1J3kCQPJoouWPWQJAJVjmg3NPAkAEKvrGkFoCQH2hYl6IZgJA4vG0mniaAkDcC6yPkl4CQKxRXveFVAJAQO8TaoJoAkB2R9D/kV8CQE1NEEd0bAJAzDtrB2dvAkCLQf7xQ3UCQE1NEEd0bAJAVZQ4iIVnAkDn0OUajFcCQBZEflZ7agJA7NnRRC94AkB26hpOiFUCQL1DcHWJiAJAbFTJEMKDAkDS29avNXcCQGKDUgqOYwJAXCI+ag58AkDS29avNXcCQB4ETBD0fgJAoZvR+VWcAkCce88Mt4QCQOLxtJp4mgJAm2dvyQWSAkDyzcnAIZACQL1DcHWJiAJA0CRjrleMAkBEOoPHPY4CQEKzght8uwJADT8j8m6yAkAGHLLiNaoCQOLxtJp4mgJAVvPklamXAkDgyOmQIasCQPhSBf3frQJAt9B8pcOjAkDi8bSaeJoCQO3b20ydsAJALZqZLumhAkBvp9fmh6YCQARCdA+LywJA+FIF/d+tAkDM3eq11NACQEKzght8uwJAyLnv8QzdAkDIue/xDN0CQDpY2wh30wJA83K+ZZPZAkDST15POO4CQI9RpLe02AJAPWcm3HHaAkDI8Jf1P+gCQEpUTqYS7wJA91bISbn7AkCK5pwRDwQDQL2fAR4kDQNAVMij8134AkB/yAUxrAoDQEmMHgvQKwNAG8f9XFI8A0Bd1rYXizsDQJCXKacoRwNAddTH7CRUA0A/UxFusGEDQDhkYFJbdgNAP/Bd2G5zA0AFbQtnn30DQO3wQGy1mANAMTTaAC2jA0BtU0tr38cDQD/dEqEe0wNAiJ1N0+zcA0DUvbvHxwsEQMbfGLtHHARAu3RIhhwhBEDWZfkDSzgEQIP0RPzMYwRAPZub42iPBEDZcDR9YLMEQIDeJ9QE0QRAR0YQtFr9BEBDC6W8dTgFQBbZnBxlWwVA37Y2vR2VBUCjIHDiENYFQOVeqR+wFQZAcYtPHPZgBkD0a/O2hLIGQI0Vaoh8/QZAfrOOWrBkB0CsRupUgOQHQHmEylcFYAhAzSSWPvH9CECE0fbiG6wJQAnqfrKCegpA2MABw+ZUC0CD+2FdG0EMQIKgxHHZPA1AzfX5vuE2DkDBgNGclRkPQI8ge3E21w9AoQsrlOYpEEBBy0QnTEUQQI4t5q0rNBBAWGqX8unoD0A4dXJMBRkPQDjfDbcGCw5AoaIjiLLjDECXfUs1668LQIIhYsltjgpA9Xzx9xiaCUBuc1zWhLYIQM5kFACp8wdAa9vmSpRTB0DY6tMVFb8GQIT27Oh/VgZA4JUo3XbqBUBr3/L/JIkFQBs/qQ9CRAVAMO11BA/6BEDRNqIflagEQAowis+XfARANbglzgRUBECYmBeVNBYEQAGgNUt34QNA1xANWeWVA0BK8TZp1IQDQH/PShYuYwNAegK8Rf9KA0C34LRgOB4DQCPf1pOQGANAvRTdFKbfAkBG+mfN6+8CQDtpNyIv3AJAgTmYrvXjAkBAGlG1VMUCQGoZCg9tzAJAGnBfy//HAkCPUaS3tNgCQMbWuOxk5wJAZAK67JscA0C1IfDLY0YDQIfPe1Q+kANAG7/K7JTvA0ArLV0McksEQEorzuShXQRA3PVBUIB1BED/07u5TnMEQOGbwAEnEwRA73zvo7WoA0AFlAZvqFUDQB26fFJP8wJA0CRjrleMAkBA7xNqgmgCQIzoJ446RQJAJZNb16s1AkCaK3X2ZAYCQLcfeFjP9gFAa6m6wKfkAUAh/P6pINIBQL48eD8M8AFAIqd8qWe6AUDHtxPFvbABQHaLP8lqqQFArOQoDQC4AUCuwixKM78BQEHhF2sqswFAvb8Xo4CkAUA37bvjvKUBQCIOV7mYmgFA+oYyUZfBAUD4bdvr4oMBQILPJDqcuwFAgs8kOpy7AUDmhB3D1JEBQOaEHcPUkQFAdos/yWqpAUDklon33asBQOUqhwsMjgFA/1WTRRaTAUBfenh7WJkBQGYZ6e37iAFAkRGLOhmYAUDirthT0HEBQNDUuqHkegFAP29UoG+GAUDmhB3D1JEBQNVNSf8UnQFAV0/yxViUAUD/vE+oCaIBQPht2+vigwFA97PchtmWAUBIXfeBKYUBQNzvjgyBcAFAB4Ua3QqAAUBIrjlpanQBQLtbPY0CdwFAP29UoG+GAUAHhRrdCoABQAeR719cWwFAxpIpRvNpAUBc3GSO/2UBQAeR719cWwFA0HUfdgdeAUD5RVgw8lEBQLK+OLm2dQFAm4BaCbJgAUDsbQAWplQBQJL27K+tWAFASDVvyqtkAUCS9uyvrVgBQCz2c2NPeAFAVC6FbjJAAUDQdR92B14BQHBNk4spSwFASF33gSmFAUAwbxDdUoEBQM5eo8pvSAFAHIEGtciMAUCqqG9xeX0BQLtbPY0CdwFAb71qxpRsAUCf6k+EQ2sBQD9vVKBvhgFAZ+LP6ISLAUAHke9fXFsBQOKu2FPQcQFASF33gSmFAUA/b1Sgb4YBQJuAWgmyYAFACsA9ZJqCAUDc744MgXABQByBBrXIjAFA5c63YFCPAUDPdQpAmnkBQF96eHtYmQFAEnuNpkCKAUA/b1Sgb4YBQArAPWSaggFA4VhxyDJvAUDirthT0HEBQD9vVKBvhgFAxpIpRvNpAUBGywJkwn4BQG9TSke1hwFAqqhvcXl9AUDlKocLDI4BQByBBrXIjAFAX3p4e1iZAUD4bdvr4oMBQCz2c2NPeAFA97PchtmWAUA/b1Sgb4YBQEKY2kAxqAFASK45aWp0AUCcPuCILnwBQGfiz+iEiwFAZhnp7fuIAUDQ1Lqh5HoBQKqob3F5fQFAsr44ubZ1AUD6YXcFTq4BQByBBrXIjAFAQpjaQDGoAUCcPuCILnwBQNDUuqHkegFAlc6nXUWjAUBkzUXMkpABQLtbPY0CdwFAV0/yxViUAUA37bvjvKUBQP+8T6gJogFAQeEXayqzAUDlKocLDI4BQMe3E8W9sAFA/1WTRRaTAUA37bvjvKUBQP9Vk0UWkwFA3kdfMmbAAUDVoRNMpaoBQG9TSke1hwFA5c63YFCPAUC9vxejgKQBQNWhE0ylqgFAHIEGtciMAUDVoRNMpaoBQDftu+O8pQFA5JaJ992rAUA5/b+CzaABQKkol8WWtQFA5JaJ992rAUAh/P6pINIBQN3T/BtgtAFA1aETTKWqAUB2iz/JaqkBQN3T/BtgtAFA+oYyUZfBAUCZzchJ96YBQFnTiGiFrwFA5JaJ992rAUD6wP+DR9oBQEHhF2sqswFAqF6K3bbIAUD6hjJRl8EBQPphdwVOrgFArsIsSjO/AUAE0+yey7YBQCH8/qkg0gFA/7xPqAmiAUDVoRNMpaoBQOMINXp21AFArsIsSjO/AUDd/QIm5ckBQC2LlRA0uQFAwyPFYxTLAUDDI8VjFMsBQK+yLFzp7gFAPOD+EMzWAUCACeU0EOABQJ/3HQkN+QFALw+uI6LVAUD1yBFkgusBQJ/3HQkN+QFAHKF0di3xAUB7JaOpNuEBQPWbkxWl7AFAI/g+AfgBAkAcoXR2LfEBQLcfeFjP9gFAM70BzvUYAkCaK3X2ZAYCQPWbkxWl7AFAwO1KdBMDAkBIV4qIo/4BQPXIEWSC6wFAdomET07yAUDl/WZmihMCQC6zzJFKBQJAfHhDULMJAkDYkpgLwP8BQOX9ZmaKEwJA1pFZfRYOAkA8xxZqxCQCQHx4Q1CzCQJAk3LBM9wAAkA14TW0MhwCQDzHFmrEJAJAvXr9Gi4PAkAn6GH25AsCQNdBoT/hFwJA7cbIONYlAkAJvakbyxYCQDEeUlxrHwJAGReTGDQsAkAlk1vXqzUCQB2K1WBFEAJAMR5SXGsfAkD9q4d55iYCQPMdCmf2JwJArk/dRaIiAkCR8oIBBikCQAlw/8iSMwJAp0JO/mpNAkA5kCOjbDACQBN1f2hCLQJAdkfQ/5FfAkCI4P0q4zoCQHnOU27CNwJAcm6Cq5FcAkA/tqgEfFECQKKUHQR/aQJAsbQZSWZMAkB26hpOiFUCQJ/Eor6PYgJAruAP/U9zAkCLQf7xQ3UCQFWUOIiFZwJAC5iXYR96AkBS2kqRjVgCQMw7awdnbwJAjn+tJpFgAkBcIj5qDnwCQF/311/qfwJA+oTjyw6gAkC4PxfDb20CQNLb1q81dwJAwRXfHPygAkB0vHiGlYcCQFwiPmoOfAJARDqDxz2OAkDBFd8c/KACQLfQfKXDowJAhaMv4PaSAkDgyOmQIasCQHxGet+shQJA9z4Nj3SnAkD3Pg2PdKcCQCRhm/ILrAJAoZvR+VWcAkD3Pg2PdKcCQHV/z1oTkQJAeVEOuZS6AkAEF2JH4LcCQEKzght8uwJAPIILthHPAkAEF2JH4LcCQE/fQdVOzQJABEJ0D4vLAkBHVQ0Sw8ECQPNyvmWT2QJAyLnv8QzdAkB2GXdexckCQEdVDRLDwQJANtdK1PPPAkANnWZcFtYCQDtpNyIv3AJAPWcm3HHaAkA7aTciL9wCQEvk7aQbxwJAQrOCG3y7AkAow3+y9dYCQN4F7geD4AJAsHrGZfXpAkBCsbAHV9QCQL0U3RSm3wJAgTmYrvXjAkAGo8q9Xu0CQD6ok8ga6QJA5+2FcSf0AkA/ybj6qusCQOfthXEn9AJAh4HNedkJA0ANnWZcFtYCQD6ok8ga6QJA3ZrpsIjmAkCm1yvahvcCQAajyr1e7QJApNDQ6Dv+AkAdunxST/MCQNIqir/E8AJAJiXKZBH/AkC5g7U7reUCQN2a6bCI5gJAJiXKZBH/AkAZ/+L+dvICQBOmMTRfBwNA0tSZzMcOA0BDLNf/4voCQJqVulmZDwNAHM04ggz6AkCTNV62fgsDQH/7rMr9GgNAlAmP9H80A0B/+6zK/RoDQC1IzM7sMgNAvOu0mW4/A0BdvBkQiEIDQHqS6Nk5KgNAASFnq9FOA0C1DvhUMzkDQM5FlicsVwNAdYvk4i9aA0CjA/WJmmoDQNsACf0SkwNAX/bm/MNvA0CoPw+t7GMDQA1iABoSfwNAgWUcT7OfA0BE1mTiaJkDQPvrVQXGqgNAR4ADyt7DA0AOi2OvM8kDQPEs5LH42gNAyMWm1nnqA0BNGCXZ+/8DQIdistJ6/QNAeezT7E8JBEC7dEiGHCEEQP0UMeBaNQRAR8Wleq9FBEDN/CgtmVAEQDmPa8RPTgRAHBMqDgJwBECxAeanP20EQKcb8cwImwRAHqK8zRWcBEDIzxGVZaMEQMfN3YP2twRAW24ged7ZBEDSt6UN9PIEQHRx8K1sEAVAtgiLyEcyBUBNiW7G9EIFQObGP0QJYAVAgxvraWVjBUDx4wJtV4gFQA7J9rHgqQVA+VrUJUSqBUAcwU6fi74FQFioA1d+5gVASYxzZxINBkBK7AeZ8yEGQAtBSA/FGAZAJ9a1D1hSBkC9Fa8eTlMGQD5qwzJ0gQZA60Nn/zagBkBrSvilgZsGQGVnvCbAywZA1icWTqLvBkBrhv/xGO8GQMeVBnOIFwdAOJRpeBM0B0CrGKv87UkHQE8/cVO+ZwdAZobSmfRrB0CCCRowYIsHQJAoIDfDpwdApSVqNzbCB0ApYq8FoNMHQDOmDxYD7AdArKZbZG/8B0BxEWaO0xsIQEcNoo6nLQhAAF/Eb9w/CEDCQ4c7+EAIQFOqyvv5bghAtAd24oR4CEDoIOeqQIAIQJj+IrJajwhAhbG/uGOWCECvfqF6BrEIQD/jmhJKswhAqpxV3ELHCEDVQ0fY2roIQDCPc8PxyQhAOGq5iz/NCEAs8wU9yNgIQMOUMfuR4QhAUQy+r6PiCEBD01gc9d4IQDplFaOh6whA/qd3c53mCEA1HDQZBusIQKaqyHK37whAeiNYwOXoCEAoCd4hW+kIQLYkBh/O3ghA4F6RmDTpCEDuTif6oNgIQI3V+jCh0QhAnfdB07bNCEA/LQQ4UMkIQL93H+GRxAhATZP3nj3BCEAdUXuq77MIQD8MmWB7sghA0ZCJxbSpCECJaJ+UAaEIQCjKiSaEoAhANRIeUeeGCEBu4mP04ZIIQPt336sidwhA+3kjuKxzCECg4phjrGgIQPpox570aghAACs9S9JcCEDR14iW41EIQBtX6Il1TghA+UQ1GVtDCEDhOUWrcEIIQJn0TIr2KwhAWzc3NLIiCECUdQyPUykIQFLZfTnvIQhA24/4pNkICED0esZDcfsHQOFRk+1iAQhA35Y1AEH5B0B4cbaJVeYHQHaTKW3F1wdAsaFkHZnYB0CYm+hgOsYHQL9A0RcxuwdAR5gXxhGuB0DI1ra1eLMHQL/4eIlZlgdAWR/M5eyKB0AyQPDIv44HQNPqBuI5gwdAG8Oh64JjB0DMX0dENmgHQE8/cVO+ZwdAqTawKKZXB0Bj8TPsVlMHQNXEqcs6SAdAEJbP+ZIpB0AJuciYKR0HQB0hlL7QGAdAjhAcvIAOB0AKVMesbfwGQJrQO7bc/wZALqidc2HiBkCVmdgAG98GQI9eAsTl6AZACURRGtLOBkCc3MbrGNQGQCIyOcDjwwZATkxuqtmpBkDtK6Us9ZcGQA9L3L4tlgZAx0iRt2qIBkALg2Ai+YIGQPlpBaAhegZAv5mJV3J2BkDPdl3p22wGQDWee7c4XAZAXP/TT3VEBkAp9OCapkkGQK1CX9VhMAZAoC44ILcvBkCsw3nQTSMGQDWhySKAGwZAM7tNAfMJBkD08N/Adf8FQLYaO69WCwZApcTFSQ3+BUC7XSU4UuQFQFZhkH6+2QVAvQKAUALZBUBciunSp7QFQLSWXQjKvQVA7HWhPL2yBUAN7CsZW60FQBgJXmydnAVAVU6qQCKHBUADP6tSsYIFQPHjAm1XiAVArL8Bvid6BUC/txmbLnMFQBlHMCTuXQVA3/RdKOhlBUDV15aBm0sFQBIanilHWQVAxqa/tcdABUCd0GIGKT4FQEqScnnWMQVAfxdE4KMiBUA2bAyoCBoFQMbNnUl7KAVAnRoY+4ICBUCW4vj/KwAFQLs9fDwsBwVAWwAFe/oCBUDDS3XQowAFQPvyMKQ7/wRAZEKPxDvfBEACE6ynHeMEQMh7b3KZ4wRAs7sClhHLBEDnA6gUgLoEQIAGzISGvARAV5VTzN2yBEAieex4jKcEQOaVbHFHjQRAmz4f1hCoBEB5fzcN75gEQLgTXPKggwRAQDBzWK2LBED/07u5TnMEQIPXbPKbigRAPL8yVgx2BEBEzBtGmHYEQJkqufWBXARACPwZldBoBEDT1DI6eWUEQKIJalHhXwRAVSpcpb1RBEDI28YyllQEQEhUQz5oMgRAkeCPKUxKBEBHi0zChzYEQFszd2hRJQRAhOHnH5YzBEDjSD7ibBcEQA8fQL0WEARAwEwqjvwUBEBiu/F8UBEEQIyU0sIDDQRA",
"dtype": "f8"
}
},
{
"line": {
"color": "purple"
},
"mode": "lines",
"name": "xyyx 1",
"type": "scatter",
"x": {
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",
"dtype": "f8"
},
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",
"dtype": "f8"
}
},
{
"line": {
"color": "red"
},
"mode": "lines",
"name": "zyyz 2",
"type": "scatter",
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",
"dtype": "f8"
},
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",
"dtype": "f8"
}
},
{
"line": {
"color": "purple"
},
"mode": "lines",
"name": "xyyx 2",
"type": "scatter",
"x": {
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",
"dtype": "f8"
},
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",
"dtype": "f8"
}
},
{
"line": {
"color": "red"
},
"mode": "lines",
"name": "zyyz 3",
"type": "scatter",
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",
"dtype": "f8"
},
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",
"dtype": "f8"
}
},
{
"line": {
"color": "purple"
},
"mode": "lines",
"name": "xyyx 3",
"type": "scatter",
"x": {
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",
"dtype": "f8"
},
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",
"dtype": "f8"
}
},
{
"line": {
"color": "red"
},
"mode": "lines",
"name": "zyyz 4",
"type": "scatter",
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",
"dtype": "f8"
},
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",
"dtype": "f8"
}
},
{
"line": {
"color": "purple"
},
"mode": "lines",
"name": "xyyx 4",
"type": "scatter",
"x": {
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",
"dtype": "f8"
},
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",
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}
}
],
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"template": {
"data": {
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{
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},
"error_y": {
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},
"marker": {
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"width": 0.5
},
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"size": 10,
"solidity": 0.2
}
},
"type": "bar"
}
],
"barpolar": [
{
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},
"pattern": {
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"solidity": 0.2
}
},
"type": "barpolar"
}
],
"carpet": [
{
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"gridcolor": "white",
"linecolor": "white",
"minorgridcolor": "white",
"startlinecolor": "#2a3f5f"
},
"baxis": {
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"gridcolor": "white",
"linecolor": "white",
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},
"type": "carpet"
}
],
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"ticks": ""
},
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}
],
"contour": [
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"colorscale": [
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"type": "contour"
}
],
"contourcarpet": [
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},
"type": "contourcarpet"
}
],
"heatmap": [
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"source": [
"fig = go.Figure()\n",
"color_map = {\n",
" \"zyyz\": \"red\",\n",
" \"xyyx\": \"purple\",\n",
"}\n",
"for i in range(5):\n",
" for p_idx, polarization in enumerate(polarizations):\n",
" fig.add_trace(go.Scatter(x=x[p_idx][i], y=np.log10(y[p_idx][i]), mode='lines', name=f'{polarization} {i}', line=dict(color=color_map[polarization])))\n",
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"fig.show()"
]
}
],
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