diff --git a/docs/notebooks/example_hybrid.ipynb b/docs/notebooks/example_hybrid.ipynb index ee0bed66c..32d426992 100644 --- a/docs/notebooks/example_hybrid.ipynb +++ b/docs/notebooks/example_hybrid.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 49, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -16,7 +16,7 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -25,7 +25,7 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -35,6 +35,7 @@ "oxidizer_tank = MassFlowRateBasedTank(\n", " name=\"oxidizer tank\",\n", " geometry=tank_shape,\n", + " flux_time=(5.2),\n", " initial_liquid_mass=4.11,\n", " initial_gas_mass=0,\n", " liquid_mass_flow_rate_in=0,\n", @@ -48,7 +49,7 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -71,7 +72,7 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -80,19 +81,17 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 6, "metadata": {}, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXgAAAEWCAYAAABsY4yMAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAArUElEQVR4nO3dd3xUZdr/8c+VAgFCh0SkKlJFWkIvSwSsiIqKuqKLDdcCiLpufVy36Pr4swI27AWJgmJBQEFBioAUQbogioAKgoKEDrl+f8y4D+uSEENmTmbm+3695mWSOWfu69qs3xzvc859zN0REZH4kxR0ASIiEhkKeBGROKWAFxGJUwp4EZE4pYAXEYlTCngRkTilgBcBzGygmc0Kug6RkqSAl5hjZl3N7CMz22Fm35vZbDNrF3RdxWVmr5nZkz/72XgzGxlUTRIfFPASU8ysEjABGAFUA2oDfwP2BVhTyjF+xI1APzPLCX/exUBb4A/HWpskNgW8xJrGAO4+xt0Pufsed3/P3T/9aQMzu9bMVprZTjNbYWZtwz//g5l9ftjPzy9oEDN72Mw2mNmPZrbQzLod9t6dZjbOzF4ysx+BgT/bt4yZLTazweHvk8P/lXHHkcZy92+BW4EnzaweMBy4zt3zivs/kggo4CX2fAYcMrPnzexMM6t6+JtmdhFwJ3AFUAnoC2wLv/050A2oTOio/yUzq1XAOPOB1oT+K+FlYKyZpR32/rnAOKAKMPrwHd19PzAA+LuZNSN0JJ4M3FVQU+7+XLi+RcBkd59c0LYiRaWAl5ji7j8CXQEHngS+M7O3zCwzvMk1wL3uPt9D1rr7+vC+Y939a3fPd/dXgDVA+wLGecndt7n7QXe/HygLNDlskznu/kb4s/YcYf9lwD+BN4DbgMvd/dBR2psJVAdeKtL/GCJHoYCXmOPuK919oLvXAVoAxwMPhd+uS+hI+L+Y2RXhqZPtZrY9vG+NAra9LTzNsyO8beWfbbuhCKU+D9QHJrr7msI2NLNGhP4QPArcb2apRfh8kUIp4CWmufsq4DlCYQ2h4G348+3MrD6hI/6bgOruXgVYBtgRtu0G3A70B6qGt93xs22Lsgzro4ROCJ9uZl0L2sjMDHiK0B+pwcAu4PdF+HyRQingJaaYWVMzu9XM6oS/rwtcCswNb/IUcJuZZVnISeFwr0AolL8L73cl//dH4ecqAgfD26aET45W+oV1Xg5kEToBOwR43szSC9j8ekL/dXC3u+cDVwO3m1nTXzKmyM8p4CXW7AQ6APPMbBehYF9G6CoU3H0soZOZL4e3fQOo5u4rgPuBOcBm4BRgdgFjvAtMJnRCdz2wl6JNyQAQvhLmIeAKd89z95eBBcCDBWx7N3B1+OQsh9X6ZPjoXqRYTA/8EBGJTzqCFxGJUwp4EZE4pYAXEYlTCngRkTh1rIsklagaNWp4gwYNirXvrl27qFChQskWVAolSp+QOL0mSp+QOL1Gs8+FCxdudfeaR3qvVAV8gwYNWLBgQbH2nT59Oj169CjZgkqhROkTEqfXROkTEqfXaPZpZusLek9TNCIicUoBLyISpxTwIiJxSgEvIhKnFPAiInFKAS8iEqcU8CIicapUXQdfXMPfX0PlXUd7GpqISGKJ+YDfvns/uR9/xdade6la/2v6tjo+6JJEREqFmJ+iqVK+DG/e1JUGlZMYMuYT/nfyKg7la417EZGYD3iAmhXLcnu7NH7doR6PTf+ca56fz497DwRdlohIoOIi4AFSkoy7zz+Ff57XgplrtnLeyNms3ZIXdFkiIoGJaMCb2TAzW25my8xsjJmlRXI8gAEd6zP6mg7s2HOA8x+ZzQerNkd6SBGRUiliAW9mtQk9TT7b3VsAycAlkRrvcB1OrM5bg7tSr3p5rn5+AY9MW4uePSsiiSbSUzQpQDkzSwHKA19HeLx/q12lHON+25k+LY/n/727msFjPmH3/oPRGl5EJHAWySNbMxsK3AXsAd5z98uOsM0gYBBAZmZmVm5ubrHGysvLIz09/b9+7u5M+uIAYz87QN2KSQxpW5Ya5WL31ENBfcajROk1UfqExOk1mn3m5OQsdPfsI77p7hF5AVWBD4CaQCrwBjCgsH2ysrK8uKZNm1bo+x+s3Owt/jrZ2/z9PZ/z+dZijxO0o/UZTxKl10Tp0z1xeo1mn8ACLyBTI3ko2wv4wt2/c/cDwOtA5wiOV6icphm8cWMXqpRPZcBT83hxzpealxeRuBbJgP8K6Ghm5c3MgJ7AygiOd1QNa6bzxo1d6N64Jv/z5nL+NH4p+w/mB1mSiEjERCzg3X0eMA5YBCwNjzUqUuMVVaW0VJ68Ipsbcxoy5uMNXPrkXLbs3Bt0WSIiJS6iZxvd/a/u3tTdW7j75e6+L5LjFVVykvG705sy4tI2LP96B31HzObTjduDLktEpETF7uUkJeCcVsfz2vWdSU4yLnp8DuM/2Rh0SSIiJSahAx7g5OMr89ZNXWhVtwrDXlnC3RNXarEyEYkLCR/wANXTyzL6mg5c0ak+o2asY+CzH7NjtxYrE5HYpoAPS01O4u/ntuBf/U5h7rptnPvILNZs3hl0WSIixaaA/5lL29djzLUdydt3iPMemc27y78NuiQRkWJRwB9BdoNqvD24Cw0z0rnuxYU88N5q8jUvLyIxRgFfgFqVy/HqdZ24KKsOwz9Yy9XPz2fHHs3Li0jsUMAXIi01mXsvbMk/wg8ROXfkLFZ/q3l5EYkNCvijMDMu71ifMYM6smv/Ic5/dDbvfPpN0GWJiByVAr6I2jWoxoTBXWl6XEVufHkR90zSw71FpHRTwP8CmZXSGDOoI7/uUI/HP/ycgc9+zA+79gddlojIESngf6GyKcncff4p3NPvFOat+55zRs5i+dc7gi5LROS/KOCL6ZL29Xjluo4cPORc8NhHvLl4U9AliYj8BwX8MWhTrypvD+5Ky9pVGJq7mH9MWMHBQ1pfXkRKBwX8MapZsSyjr+3AwM4NeHrWFwx4eh5b80rFqsgikuAU8CUgNTmJO/uezP0XteKTr7bTd8QsrS8vIoFTwJegC7LqMO63nTEzLnx8DmMXbAi6JBFJYBELeDNrYmaLD3v9aGY3R2q80uKUOqH15bPrV+V34z7ljjeX6bmvIhKISD6TdbW7t3b31kAWsBsYH6nxSpPq6WV54ar2XNvtBF6Ys57LntJzX0Uk+qI1RdMT+Nzd10dpvMClJCfx57ObM/zSNizdtIM+w2ex4Mvvgy5LRBKIuUf+dnszewZY5O4jj/DeIGAQQGZmZlZubm6xxsjLyyM9Pf2Y6oyUDTvzGfHJXrbtcS5pWoZe9VIws2J9Vmnus6QlSq+J0ickTq/R7DMnJ2ehu2cf8U13j+gLKANsBTKPtm1WVpYX17Rp04q9bzRs373fr37uY6//+wk+ZMwi37XvQLE+p7T3WZISpddE6dM9cXqNZp/AAi8gU6MxRXMmoaP3zVEYq9SqXC6VUZdn87vTm/DWkq85/5GP+GLrrqDLEpE4Fo2AvxQYE4VxSr2kJOPGnJN4/sr2bNm5l74jZvGeHgkoIhES0YA3swpAb+D1SI4Ta7o3rsnbg7tyQs0KDHpxIfdO1tLDIlLyIhrw7r7L3au7u5Zb/Jk6Vcvz6nWduLR9PR6d/jlXPDOPbVriQERKkO5kDVBaajL/6ncK917Qkvlf/kCfEbNYvGF70GWJSJxQwJcC/dvV5fXrO5OcZPR/fA4vzV3/0xVIIiLFpoAvJVrUrszbN3WlU8Pq/OWNZdw29lP2HjgUdFkiEsMU8KVI1QpleGZgO4b2bMRrizbS79GP+Grb7qDLEpEYpYAvZZKTjGG9G/PMwGw2/rCbPiNmMm3VlqDLEpEYpIAvpU5tmsmEwd2oXbU8Vz43nwemfKZLKUXkF1HAl2L1qpdn/A2duaBtHYa/v4arnptP3n6FvIgUTUrQBUjh0lKTue+ilrStX4W/vbWC5Ruc+s13cEqdykGXJiKlnI7gY4CZcVmH+rz6207kO1zw2EeMnqdLKUWkcAr4GNK6bhX+1rkcHRtW58/jl3HLq0vYvf9g0GWJSCmlgI8xFcsYzw1sxy29G/PG4k2c98hs1m7JC7osESmFFPAxKCnJGNKzES9c1Z6tefs5d+Qs3lryddBliUgpo4CPYd0a1eSdIV1pWqsSQ8Z8wl/fXMa+g7r7VURCFPAxrlblcuQO6sg1XU/g+Tnr6f/EXDb+oLtfRUQBHxdSk5P4S5/mPD6gLeu25NFnxCymrdbdryKJTgEfR85oUYu3BnfluEppXPnsfO5/b7XufhVJYAr4OHNCjQq8cWMX+mfXYcQHa7nimXls1YNERBJSpB/ZV8XMxpnZKjNbaWadIjmehKSlJnPvha2494KWLPjyB84ePpP5X34fdFkiEmWRPoJ/GJjs7k2BVsDKCI8nh+nfri7jb+hCudRkLhk1lydnrNPdryIJJGIBb2aVge7A0wDuvt/dt0dqPDmy5sdX4q3BXendLJO7Jq7kuhcXsmPPgaDLEpEosEgd0ZlZa2AUsILQ0ftCYKi77/rZdoOAQQCZmZlZubm5xRovLy+P9PT0Yyk5JhS3T3fnvfUHeXX1fqqXM25sXZb6lZIjUGHJ0e80/iRKr9HsMycnZ6G7Zx/xTXePyAvIBg4CHcLfPwz8o7B9srKyvLimTZtW7H1jybH2ueDLbd7hrqne6M8Tfcy89Z6fn18yhUWAfqfxJ1F6jWafwAIvIFMjOQe/Edjo7vPC348D2kZwPCmCrPrVeGdIVzqcUI0/vL6UW15dwq59WrBMJB5FLODd/Vtgg5k1Cf+oJ6HpGglY9fSyPHdle4b1Ci1Y1nfkLFZ/uzPoskSkhEX6KprBwGgz+xRoDdwd4fGkiJKTjKG9GjH66g7s2HOQcx+ZxavzN+gqG5E4EtGAd/fF7p7t7i3d/Tx3/yGS48kv1/mkGkwc2pWs+lW5/bVPuVVrzIvEDd3JKmRUTOOFqzowrFdjxi/eRN+RszVlIxIHFPAC/OeUzfbdB0JTNgs2BF2WiBwDBbz8h5+mbNrWq8rt4zRlIxLLFPDyXzIqpvHi1R24uVcjXv9kI31HzuazzZqyEYk1Cng5ouQk4+ZejXkpPGXTd+QsxmrKRiSmKOClUF3CUzZt6lbld5qyEYkpCng5qoyKabx0TQeG9gxN2Zw7cjZrNGUjUuop4KVIkpOMYb1DUzY/7N5P35GzGbdwY9BliUghFPDyi3Q5qQYTh3Sjdd0q3DZ2CbeN1ZSNSGmlgJdfLKNSaMpmSM9GvLZIUzYipZUCXoolOcm4pXdjXrxKUzYipVWRAt7MqprZyWZ2opnpj4L8W9dGoSmbVnUrc9vYJdzy6mItPyxSShQY1mZW2cz+ZGZLgbnAE8CrwHozG2tmOdEqUkq3jEppjL6mI0N7NmL8J5s4Z+QsVnz9Y9BliSS8wo7GxwEbgG7u3sTdu4ZXhqwL3AOca2ZXR6VKKfV+usrm5Ws6krf3IOc9OpsX53yp5YdFApRS0Bvu3ruQ9xYSesaqyH/o1LA6k4Z249axS/ifN5cze+02/veCllQunxp0aSIJ56jz6WbW9givhmZW4B8HSWzV08vyzG/a8aezmjJ15WbOGj6Thev1KACRaCvKCdNHCc3BjwKeBOYAY4HVZnZaYTua2ZdmttTMFpvZgmOuVmJGUpIxqHtDxv62E2bQ/4k5PP7h5+Tna8pGJFqKEvBfA23C8+9ZQBtgHdAbuLcI++e4e2t3zz6GOiVGtalXlXeGdOOMk4/jnkmrGPjcfLbm7Qu6LJGEUJSAb+zuy3/6xt1XAE3dfV3kypJ4UrlcKiN/3Ya7zm/BvHXbOPPhmXy0dmvQZYnEPTvaVQ5m9grwPZAb/tHFQE1gADDL3dsVsu8XwA+AA0+4+6gjbDMIGASQmZmZlZub+/NNiiQvL4/09PRi7RtLYr3PDTvzeXTxXr7d5fRpmMp5DVNJTrIjbhvrvRZVovQJidNrNPvMyclZWOAMibsX+gLKAbcC48Ov28I/SwLSj7Jv7fA/M4AlQPfCts/KyvLimjZtWrH3jSXx0OeufQf8tlcXe/3fT/CLHvvIv96++4jbxUOvRZEofbonTq/R7BNY4AVkamE3OvUO/wHY4+73u/v54dd9wJ3unu/ueYX9ZXH3TeF/bgn/cWhf1L9KEr/Kl0nh/13Uiocubs3yr3dw5sMzmbpic9BlicSdwubgHzGzsw//gZklmdmzQKujfbCZVTCzij99DZwGLDuWYiW+nNemNhOGdKN2lXJc88IC/v72CvYdPBR0WSJxo7CAPx2438zOBzCzcsBbQFngnCJ8diYwy8yWAB8D77j75GOsV+LMCTUq8PoNnRnYuQHPzP6CCx+bw5dbdwVdlkhcKOxO1i/MrBfwrpllEjqpOt/dhxXlgz10lc1Rj/RFyqYkc2ffk+ncsDq/G/cpfUbM4q7zW1A56MJEYlxhc/BtCZ0c/T1wF7ARePGnu1mjVJ8kkNNOPo6JQ7vR9LiKDM1dzJOf7iNPK1OKFFthyw3cf9jXnxKacvnpZw6cGqmiJHHVrlKO3EEdGfHBWoa/v4Y+w2fy8CVtaFW3StClicScwqZotBywBCIlOYlhvRtTfucGnl+dzwWPfcRtpzdhULcTSSrgmnkR+W+FTdF0LWxHM6tkZi1KviSRkCbVkpk0tDu9m2dyz6RVXPHMx2z5cW/QZYnEjMKuornAzD4yszvM7Gwza29m3c3sKjN7EZhA6IYnkYipXD6VRy9ry7/6ncKC9d9zxsMzeX+lrpkXKYrCpmiGmVk14ALgIqAWsAdYSWjZgVnRKVESnZlxaft6tGtQlcFjFnP18wsY2LkBfzizKWmpyUGXJ1JqFbqmu7t/T2iJ4CejU45IwU7KqMj4Gzpzz6RVPPfRl8xdt42Rv27DSRkVgy5NpFTSA7QlpqSlhq6Zf2ZgNlt27qPPiFmM+fgrPRpQ5AgU8BKTTm2ayeSh3ciuX40/vr6UG0YvYsfuA0GXJVKqKOAlZmVUSuOFq9rzhzObMmXFZs58eAYff/F90GWJlBpFeSbrRYctGvYXM3tdd7JKaZGUZPz2Vw157frOpKYkccmoOTww5TMOHsoPujSRwBXlCP5/3H1n+Lr4XsDTwGORLUvkl2lVtwrvDOnGeW1qM/z9NVwyai4bvt8ddFkigSpKwP+0fuvZwCh3fwcoE7mSRIonvWwKD/RvzUMXt2bVtzs58+GZvL5oo07ASsIqSsBvMrMnCD2qb6KZlS3ifiKBOK9NbSaFFy275dUlDMldzI49OgEriacoQd0feBc43d23A9WA30WyKJFjVbdaeXIHdeTW3o2ZuPQbznxoBnPXbQu6LJGoKkrA1yL0sI41ZtaD0F2tH0eyKJGSkJKcxOCejXjt+s6USUni0ifncs+kVew/qBOwkhiKEvCvAYfM7CRgFFAXeDmiVYmUoNbhE7AXZ9fl8Q8/p99js1m7pdDHCYvEhaIEfL67HwT6ASPc/XeEjuqLxMySzewTM5tQ3CJFjlWFsincc0FLHh+QxaYf9tBnxExenLteJ2AlrhUl4A+Y2aXAFYRWkARI/QVjDCW0QJlI4M5ocRyTb+5OuwbV+J83lnHN8wvYmrcv6LJEIqIoAX8l0Am4K/yc1hOAF4vy4WZWh9DllU8Vv0SRkpVZKY3nr2zPHX2aM3PtVs54aAbTVm0JuiyREmeR/E9UMxsH/AuoCNzm7n2OsM0gYBBAZmZmVm5ubrHGysvLIz09/RiqjQ2J0idEp9cNO/N5YsleNuY5PeulcHGTMpRJju5To/Q7jT/R7DMnJ2ehu2cf8U13L/QFNALGASuAdT+9irBfH+DR8Nc9gAlH2ycrK8uLa9q0acXeN5YkSp/u0et1z/6D/re3lnv930/wnvdP92Wbtkdl3J/odxp/otknsMALyNSiTNE8S2hpgoNADvAC8FIR9usC9DWzL4Fc4FQzK8p+IlGVlprMHec054Wr2vPjngOc98hsRs34nPx8nYCV2FaUgC/n7u8Tms5Z7+53EppXL5S7/9Hd67h7A+AS4AN3H3BM1YpEUPfGNZl8c3dObZrB3RNXMeDpeXyzY0/QZYkUW1ECfp+ZJQFrzOwmMzsfiP9JNElI1SqU4fEBWfzvBaeweMN2Tn9wBm8u3hR0WSLFUpSAHwqUB4YAWcDlwG9+ySDuPt2PcIJVpDQyMy5uV493hnSjYUY6Q3MXc9PLi9i+e3/QpYn8IoU+kxXA3eeHv8wjdMmkSEI4oUYFxl7Xicc//JyHpq7h4y++594LW9KjSUbQpYkUSYEBb2ZvFbaju/ct+XJESpeU5CRuOrURPZpkMOyVxQx8dj4DOtbjT2c1o3yZox4fiQSqsP+HdgI2AGOAeUB0Lw4WKUVa1K7M24O7ct+7q3l69hfMWrOVBy5uTdt6VYMuTaRAhc3BHwf8CWgBPAz0Bra6+4fu/mE0ihMpTdJSk/lLn+a8fE1HDhxyLnzsI+57d7VWp5RSq8CAd/dD7j7Z3X8DdATWAtPN7KaoVSdSCnVqWJ1JN3ejX9s6jJy2lvMfnc1nm3cGXZbIfyn0KhozK2tm/Qjd2HQjMBwYH43CREqzSmmp3HdRKx4fkMU3O/bSZ8Qsnpq5TjdHSalS2EnWFwhNz0wE/ubuy6JWlUiMOKPFcWTVr8ofX/+Uf76zkqkrN3PfRa2oU7V80KWJFHoEP4DQOjRDgY/M7Mfwa6eZ/Rid8kRKv5oVy/LkFdnce0FLlm7cwZkPzWTcQj3sW4JX2Bx8krtXDL8qHfaq6O6VolmkSGlnZvRvV5fJN3en2fGVuG3sEn770kK2aa15CVBR7mQVkSKqW608Y67tyJ/Oasq0Vd9x+kMzmLJic9BlSYJSwIuUsOQkY1D3hrw1uAs1K6Zx7QsLuH3cEnbuPRB0aZJgFPAiEdL0uEq8cWNnbujRkHELN3LGQzOZvXZr0GVJAlHAi0RQ2ZRkbj+jKWN/25myKUlc9tQ8/vLGUnbtOxh0aZIAFPAiUZBVvyoTh3bjmq4nMHreV5zx8AzmfL4t6LIkzingRaLkp6UOXr2uE0lmXPrkXO58azn7DupySokMBbxIlLVrUI1JQ7sxsHMDnvvoS+74aA/zv/w+6LIkDkUs4M0szcw+NrMlZrbczP4WqbFEYk35Minc2fdkxlzbkUMO/Z+Ywz8nrGDvgUNBlyZxJJJH8PuAU929FdAaOMPMOkZwPJGY06lhdf7ZpRyXdajHU7O+4KyHZ7Loqx+CLkviRMQC3kPywt+mhl+abBT5mbQU45/nncJLV3dg38F8LnzsI+6ZtEpH83LMIjoHb2bJZrYY2AJMcfd5kRxPJJZ1bVSDyTd3o392XR7/8HPOGTGLTzduD7osiWEWjQWRzKwKoWWGB/98VUozGwQMAsjMzMzKzc0t1hh5eXmkp6cfY6WlX6L0CYnT65H6/PS7gzy7bD879jtnn5BK35NSSU2K/YeqJfLvNFJycnIWunv2kd6LSsADmNkdwG53v6+gbbKzs33BggXF+vzp06fTo0ePYlYXOxKlT0icXgvqc8eeA/xjwgrGLdxI0+Mqct9FrWhRu3L0CyxBif47jQQzKzDgI3kVTc3wkTtmVo7QI/9WRWo8kXhTuVzooSJP/yabbbv2c94js3lo6mccOKRHBErRRHIOvhYwzcw+BeYTmoOfEMHxROJSz2aZTBnWnXNaHc9DU9dw3iOzWf71jqDLkhgQyatoPnX3Nu7e0t1buPvfIzWWSLyrUr4MD17cmicuz2Lzj/s4d+RsHnhvNfsO6kobKZjuZBWJIaeffBxThnWnb6vjGf7BWs4ZMYvFG7YHXZaUUgp4kRhTtUIZHri4Nc8ObMfOvQfp9+hs/jVxpa6bl/+igBeJUTlNM3h3WHcublePJ2as48yHZ2pNG/kPCniRGFYpLZV/9TuF0dd04GB+Pv2fmMNf31ym9eYFUMCLxIUuJ9Vg8tDu/KZTA16Yu57TH5rBrDV6elSiU8CLxIkKZUMrVL56XSfKJCcx4Ol5/OG1T/lRz4JNWAp4kTjTrkE1Jg7txnW/OpFXF2zgtAdm8P7KzUGXJQFQwIvEobTUZP54ZjPG39CFyuVSufr5BQx7ZTE/7NofdGkSRQp4kTjWqm4V3h7claE9G/H2kq/p/eCHTFz6TdBlSZQo4EXiXJmUJIb1bszbg7tyXOU0bhi9iOtfWsh3O/cFXZpEmAJeJEE0q1WJN27owu1nNOH9VVvo/eCHjP9kI9FaUVaiTwEvkkBSkpO4ocdJTBzSjRNrVGDYK0u46rn5bNq+J+jSJAIU8CIJ6KSMdMb+tjN39GnO3HXfc9oDH/Lc7C84lK+j+XiigBdJUMlJxlVdT+C9Yd3JalCNO99ewYWPf8Rnm3cGXZqUEAW8SIKrW608z1/Zjocubs2XW3dx9vCZPDDlMy1FHAcU8CKCmXFem9pMveVX9Gl5PMPfX8NZD89kgRYvi2kKeBH5t+rpZXnw4tY8d2U79h7I58LH5/CXN5ayU8sdxKRIPpO1rplNM7MVZrbczIZGaiwRKVk9mmTw3rDuXNXlBEbP+4reD8xgygotdxBrInkEfxC41d2bAx2BG82seQTHE5ESVKFsCnec05zXr+9MlfKpXPvCAm4cvYgtO/cGXZoUUSSfyfqNuy8Kf70TWAnUjtR4IhIZbepV5e3BXfnd6U2YsnIzve7/kFfnb9ANUjHAovFLMrMGwAyghbv/+LP3BgGDADIzM7Nyc3OLNUZeXh7p6enHWGnplyh9QuL0Gkt9fpOXz7PL9/HZD/k0q5bEwJPLklmh6MeJsdTrsYhmnzk5OQvdPfuIb7p7RF9AOrAQ6He0bbOysry4pk2bVux9Y0mi9OmeOL3GWp+HDuX7S3O/9BZ3TPbGf57oj01f6wcOHirSvrHWa3FFs09ggReQqRG9isbMUoHXgNHu/nokxxKR6EhKMi7rUJ8pt/yKXzWuyT2TVnHuI7NZtmlH0KXJz0TyKhoDngZWuvsDkRpHRIJxXOU0Rl2RzeMD2rJl5z7OfWQ2d09cye79eh5saRHJI/guwOXAqWa2OPw6K4LjiUgAzmhRi6m3/Ir+2XUYNWMdpz04g+mrtwRdlhDZq2hmubu5e0t3bx1+TYzUeCISnMrlUvlXv5a8MqgjZVOSGPjsfG56WZdUBk13sopIielwYnUmDu3GLb0b897yzfS8/0NGz1tPvlapDIQCXkRKVNmUZIb0bMTkm7vR4vjK/Hn8Mi56Yg6rv9UqldGmgBeRiDixZjovX9uB+y5qxbrv8jh7+EzGfbafvQe0SmW0KOBFJGLMjAuz6vD+rT04t3VtJqw7wGkPzmDmmu+CLi0hKOBFJOKqVSjD/f1b8ft2aSQnGZc//TFDcz9ha54e/B1JCngRiZpm1ZOZNLQbQ3o2YuLSb+h5/4fkfvyVTsJGiAJeRKIqLTWZW3o3ZtLQbjQ5riJ/eH0pl4yayxo9KrDEKeBFJBAnZVQk99qO3HtBS1Zv3slZw2dy/3urdRK2BCngRSQwSUlG/3Z1ef/W0KMCR3ywljMfnsnstVuDLi0uKOBFJHA1wo8KfPHq9uS7c9lT87jl1cVs00nYY6KAF5FSo1ujmrx7c3duyjmJtxZ/Tc8HPmSMTsIWmwJeREqVtNRkbju9CROHdqNxRkX++PpS+j32kZYjLgYFvIiUSo0zK/LKdR15oH8rNv6wm74jZ3HHm8vYsedA0KXFDAW8iJRaZka/tqE7YQd0rM9Lc9fT8/7pvLZwo54JWwQKeBEp9SqXS+Xv57bgrZu6UrtqeW4du4SLR83VAmZHoYAXkZjRonZlxl/fmX/1O4XPwtfO3zB6IeM/2cj23fuDLq/USQm6ABGRXyIpybi0fT1OP/k4hr+/holLv2Hi0m9JTjKy61elV7NMejXP5IQaFYIuNXARC3gzewboA2xx9xaRGkdEElO1CmW4s+/J3NGnOUs37WDqys1MWbGZuyau5K6JK2lYswK9mmfSu1kmbepVJTnJgi456iJ5BP8cMBJ4IYJjiEiCS0oyWtWtQqu6Vbj1tCZs/GE376/cwtSVm3lm1hc88eE6qlUoQ06TDHo3z6Bbo5pUKJsYkxcR69LdZ5hZg0h9vojIkdSpWp7fdG7Abzo34Me9B5jx2XdMXbGZqSs389qijZRJTqLzSdXp1SyTns0yqFW5XNAlR4xF8lKjcMBPKGyKxswGAYMAMjMzs3Jzc4s1Vl5eHunp6cXaN5YkSp+QOL0mSp8QbK+H8p012/P5ZMtBPtlyiC27Q9lXv1ISbTKSaZORTL2KSZgd+1RONPvMyclZ6O7ZR3ov8IA/XHZ2ti9YsKBYY02fPp0ePXoUa99Ykih9QuL0mih9Qunp1d35/Ls8pqwITeUs+uoH3KFW5bR/n6TteGI1yqYkF+vzo9mnmRUY8IkxESUichgz46SMipyUUZHrezRka94+pq0Khf24hRt5ce56KpRJpnvjmvRqlklO0wyqVSgTdNm/mAJeRBJejfSyXJRdl4uy67L3wCHmfL6NKSs38/7KzUxa9i1JBtn1q9GreQa9mmVyYs3YmFKL5GWSY4AeQA0z2wj81d2fjtR4IiIlIS01mZymGeQ0zSD/3BYs+3oHU1duYeqKzdw9cRV3T1zFiTUrhKZymmXStl4VUpJL5z2jkbyK5tJIfbaISDQkJRkt61ShZZ0q3NK7MZu27+H98PX2z87+glEz1lG1fCo5TTPo3SyTbo1rkl6KLsEsPZWIiJRytauU44pODbiiUwN27j3AzDVbmbpiMx+s2sLrizZRJjmJjg2rUz/lAI237+H4KsFegqmAFxEphoppqZx1Si3OOqUWBw/ls3D9D0xduZmpK7cwY+t+XlzxAScfX4lezTLp3TyTk4+vVCKXYP4SCngRkWOUkpxEhxOr0+HE6vz57OaMmfABP1asz9SVmxnxwRoefn8Nx1VKo2ezDHo1z6TTidVJSy3eJZi/qK6IjyAikmBqpSdx6a8act2vGrItbx/TVofuph3/ySZGz/uK8mWS6d6oJr2aZ5LTpCbV08tGpA4FvIhIBFVPL8uFWXW4MKsOew8cYu66baGpnBVbmLz8W8ygXYNqvHxNhxK/GkcBLyISJWmpyfRokkGPJhn841xn+dc/MmXFZjb/uDcil1oq4EVEAmBmtKhdmRa1K0dsjNJ5db6IiBwzBbyISJxSwIuIxCkFvIhInFLAi4jEKQW8iEicUsCLiMQpBbyISJyK6DNZfykz+w5YX8zdawBbS7Cc0ipR+oTE6TVR+oTE6TWafdZ395pHeqNUBfyxMLMFBT14Np4kSp+QOL0mSp+QOL2Wlj41RSMiEqcU8CIicSqeAn5U0AVESaL0CYnTa6L0CYnTa6noM27m4EVE5D/F0xG8iIgcRgEvIhKnYj7gzewMM1ttZmvN7A9B1xMpZvaMmW0xs2VB1xJJZlbXzKaZ2QozW25mQ4OuKVLMLM3MPjazJeFe/xZ0TZFkZslm9omZTQi6lkgysy/NbKmZLTazBYHWEstz8GaWDHwG9AY2AvOBS919RaCFRYCZdQfygBfcvUXQ9USKmdUCarn7IjOrCCwEzovT36kBFdw9z8xSgVnAUHefG3BpEWFmtwDZQCV37xN0PZFiZl8C2e4e+A1dsX4E3x5Y6+7r3H0/kAucG3BNEeHuM4Dvg64j0tz9G3dfFP56J7ASqB1sVZHhIXnhb1PDr9g94iqEmdUBzgaeCrqWRBLrAV8b2HDY9xuJ0zBIRGbWAGgDzAu4lIgJT1ssBrYAU9w9Xnt9CLgdyA+4jmhw4D0zW2hmg4IsJNYDXuKUmaUDrwE3u/uPQdcTKe5+yN1bA3WA9mYWd9NvZtYH2OLuC4OuJUq6untb4EzgxvD0aiBiPeA3AXUP+75O+GcSw8Lz0a8Bo9399aDriQZ33w5MA84IuJRI6AL0Dc9N5wKnmtlLwZYUOe6+KfzPLcB4QlPJgYj1gJ8PNDKzE8ysDHAJ8FbANckxCJ94fBpY6e4PBF1PJJlZTTOrEv66HKGLBVYFWlQEuPsf3b2Ouzcg9O/oB+4+IOCyIsLMKoQvDsDMKgCnAYFd+RbTAe/uB4GbgHcJnYx71d2XB1tVZJjZGGAO0MTMNprZ1UHXFCFdgMsJHeUtDr/OCrqoCKkFTDOzTwkdrExx97i+hDABZAKzzGwJ8DHwjrtPDqqYmL5MUkREChbTR/AiIlIwBbyISJxSwIuIxCkFvIhInFLAi4jEKQW8xB0zq37YJZbfmtmm8Nd5ZvZohMa82cyuCH/d0czmhcdcaWZ3hn/ex8z+HonxRY5El0lKXAuHa5673xfBMVKARUBbdz9oZquB/u6+JLziaRN3XxG+iWsR0MXdd0eqHpGf6AheEoaZ9fhpLXIzu9PMnjezmWa23sz6mdm94XW8J4eXS8DMsszsw/DCUe+GlzP+uVOBReEb7wAygG/g32vNrAh/7cB0IG6XypXSRQEviawhoXDuC7wETHP3U4A9wNnhkB8BXOjuWcAzwF1H+JwuhNat/8mDwGozG29m15lZ2mHvLQC6lXwrIv8tJegCRAI0yd0PmNlSIBn46ZbypUADoAnQApgSml0hmfCR+c/UIrRUBgDu/nczG01oHZJfA5cCPcJvbwGOL+lGRI5EAS+JbB+Au+eb2QH/vxNS+YT+3TBgubt3Osrn7AEOP0rH3T8HHjOzJ4HvzKy6u28Lb7enJJsQKYimaEQKthqoaWadILSMsZmdfITtVgIn/fSNmZ0dPqEK0Ag4BGwPf9+YAFcXlMSigBcpQPgxkBcC/xteHXAx0PkIm04CDn+ow+WE5uAXAy8Cl7n7ofB7OcA7kapZ5HC6TFKkBJjZeOB2d19TyDaZwMvu3jN6lUkiU8CLlAAzawJkhh+OXtA27YAD7r44aoVJQlPAi4jEKc3Bi4jEKQW8iEicUsCLiMQpBbyISJxSwIuIxKn/D254kLdnU/exAAAAAElFTkSuQmCC", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -103,7 +102,7 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -112,7 +111,7 @@ "8.27958067470663" ] }, - "execution_count": 55, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -123,19 +122,17 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -146,19 +143,25 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 9, "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/phmb/github/RocketPy/rocketpy/Function.py:2132: RuntimeWarning: invalid value encountered in divide\n", + " Ys = self.source[:, 1] / other.source[:, 1]\n" + ] + }, { "data": { - "image/png": "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", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAkAAAAHHCAYAAABXx+fLAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAABeh0lEQVR4nO3dd3hUZd7G8e/MJJkkpBAgjRAIvUoLLSI2moootnUVu8vuYlCU111lXUFXF3VR1BUEYcWyKyuKXRDIgiBKB+klhBZaGiEkpE5m5v0jMBIJkISZnCRzf66LC3LmnDO/eRLh9jlPMTmdTiciIiIiXsRsdAEiIiIiNU0BSERERLyOApCIiIh4HQUgERER8ToKQCIiIuJ1FIBERETE6ygAiYiIiNdRABIRERGvowAkIiIiXkcBSETqjQceeIC4uDijyxCROkABSEQ8YuvWrdx+++20aNECf39/YmJiGDx4MG+99ZbRpRmqqKiINm3a0KFDB0pKSs55/frrryc0NJSjR48aUJ2I91AAEhG3W7lyJb169WLz5s2MGjWKqVOn8rvf/Q6z2cybb75pdHmG8vf3Z/r06ezevZuXXnqp3Gsff/wxCxcu5O9//ztNmzY1qEIR72DSZqgi4m7Dhg1j3bp1JCcn07Bhw3KvZWRkEBER4ZH3feCBB1i2bBkHDhy45Hs5HA5KSkrw9/e/9MIqMHLkSD777DO2bNlCu3btyMnJoWPHjsTGxrJ69WrMZv3/qYgn6b8wEXG7vXv30rlz53PCD1Bh+PnPf/5Dnz59CAwMJCwsjCuvvJLFixe7Xv/qq68YNmwYTZs2xWq10rp1a1544QXsdvtFa3n11Ve5/PLLady4MQEBAcTHxzNv3rxzzjOZTIwZM4aPPvqIzp07Y7VaWbhwYYX3XLp0KWazmQkTJpQ7PmfOHEwmE9OnT79oXa+//jqBgYH88Y9/BODpp58mMzOTd955R+FHpAaoB0hE3G7o0KGsWrWKlStX0qVLlwue+/zzz/Pcc89x+eWXc8stt+Dn58eaNWuIjY3l5ZdfBnAd7927N0FBQSxdupRPP/2UJ598ksmTJ7vuVVEPUGxsLDfddBOdOnWipKSEjz/+mLVr1/Ltt98ybNgw13kmk4mOHTuSlZXFmDFjaNKkCZdffjndu3evsO4xY8bwzjvvsGbNGnr27MmxY8fo0qULPXv2ZPHixZhMpou208yZM/nDH/7AmDFjmDZtGo8//jhTpky56HUicukUgETE7ZKSkrj++usB6NOnDwMGDGDgwIFcc801+Pr6us5LSUmhffv23HzzzcybN69cz4fT6XSFiMLCQgICAsq9xx//+Ef+/e9/k52djdVqBSoOQL++1maz0bNnTyIiIliyZInruMlkwmw2s3XrVjp16nTRz1hQUEC3bt2wWq1s2LCB2267jRUrVrB161aaN29eqXZyOp0MGDCAn376idjYWHbs2EFQUFClrhWRS6N+VhFxu8GDB7Nq1SpuuukmNm/ezD/+8Q+GDh1KTEwMX3/9teu8L7/8EofDwYQJE8557HN2D8rZASYvL4+srCwGDBhAQUEBu3btumAtZ1974sQJTp48yYABA9i4ceM551511VWVCj8AgYGBvP/+++zcuZMrr7yS+fPn8/rrr1c6/EDZZ2zUqBEACQkJCj8iNUgBSEQ8onfv3nz++eecOHGCtWvXMn78ePLy8rj99tvZsWMHUDZWyGw2XzR0bN++nVtuuYXQ0FBCQkIIDw/nnnvuAeDkyZMXvPbbb7+lX79++Pv706hRI8LDw5k+fXqF17Vs2bJKn7F///6MHj2atWvXMnToUB566KEqXf/555/zzTff0KVLFz799FNWrFhRpetFpPoUgETEo86M3Zk0aRLTp0/HZrPx6aefVvr6nJwcrrrqKjZv3szf/vY3vvnmG5KSknjllVeAstla57NixQpuuukm/P39efvtt1mwYAFJSUncfffdVPT0/9eP2S6muLiYZcuWAWVhrqCgoNLX5uXl8dhjjxEfH8/KlStp0aIFo0ePxmazVakGEakeBSARqTG9evUC4NixYwC0bt0ah8Ph6hGqyLJlyzh+/Djvv/8+Y8eO5cYbb2TQoEGEhYVd9P0+++wz/P39WbRoEQ899BDXX389gwYNcs+HASZOnMjOnTt59dVX2b9/P08//XSlr/3rX//KsWPHeOeddwgODuatt95i+/btvPbaa26rT0TOTwFIRNzu+++/r7CHZcGCBQC0b98egBEjRmA2m/nb3/52Tk/OmestFku5rwFKSkp4++23L1qHxWLBZDKVmy5/4MABvvzyy6p9oAqsWbOGV199lccff5z/+7//409/+hNTp05l+fLlF712w4YNTJs2jTFjxhAfHw/AjTfeyC233MILL7zAwYMHL7k+EbkwzQITEbfr0qULBQUF3HLLLa4tH1auXMncuXOJjY3l559/dq0RNGHCBF544QUuv/xybr31VqxWK+vWraNp06a89NJLHD9+nLZt2xISEsJjjz2GyWTi3//+Nw6Hg82bN/P9999z9dVXA+fOAlu6dCkDBw5kwIAB3H333WRkZDBt2jSioqLYsmVLuVBlMplITExk6tSpF/18RUVFdO/eHZPJxM8//4y/vz8lJSX07NmTgoICtm7dSoMGDSq81m6306dPH9LT09m5cyfBwcGu1w4dOkSnTp245ppryg0WFxEPcIqIuNl3333nfOihh5wdOnRwBgUFOf38/Jxt2rRxPvroo8709PRzzp89e7azR48eTqvV6gwLC3NeddVVzqSkJNfrP/30k7Nfv37OgIAAZ9OmTZ1//vOfnYsWLXICzu+//9513v333+9s0aJFuXu/++67zrZt2zqtVquzQ4cOzvfee885ceJE56//+gOciYmJlfp8TzzxhNNisTjXrFlT7vj69eudPj4+ztGjR5/32tdff90JOOfNm1fh66+++qoTcH7++eeVqkVEqkc9QCIiIuJ1NAZIREREvI4CkIiIiHgdBSARERHxOgpAIiIi4nUUgERERMTrKACJiIiI1/ExuoDayOFwcPToUYKDg8vtSC0iIiK1l9PpJC8vj6ZNm2I2X7iPRwGoAkePHiU2NtboMkRERKQaDh06RLNmzS54jgJQBc4sTX/o0CFCQkLcem+bzcbixYsZMmQIvr6+br23N1O7eo7a1nPUtp6jtvWM2t6uubm5xMbGltti5nwUgCpw5rFXSEiIRwJQYGAgISEhtfKHp65Su3qO2tZz1Laeo7b1jLrSrpUZvqJB0CIiIuJ1FIBERETE6ygAiYiIiNdRABIRERGvowAkIiIiXkcBSERERLyOApCIiIh4HQUgERER8ToKQCIiIuJ1FIBERETE6ygAiYiIiNdRABIRERGvowAkIiLiJg6Hk+JSu9FlSCUoAImIiLiB0+lk+NQfGTzlB3IKSowuRy5CAUhERMQN0nKL2H40l9TsAt5ammJ0OXIRCkAiIiJusDcj3/XnD1cdYH9W/gXOFqMpAImIiLjB3sxTrj/b7E5eWrDTwGrkYhSARERE3OBMABrUMRKL2cTiHems2nvc4KrkfBSARERE3OBMABraOZK7+zQH4MX5O3A4nEaWJeehACQiIuIGZ8YAtQoP4vFBbQn292H70Vw+23jY4MqkIgpAIiIil+hUcSlpuUUAtAkPonGQlUevbQPA5EW7KSgpNbI8qYACkIiIyCXan1nW+9MkyI/QQF8A7r88juaNAsnIK+ad5fuMLE8qYHgAmjZtGnFxcfj7+9O3b1/Wrl17wfNzcnJITEwkOjoaq9VKu3btWLBgget1u93Os88+S8uWLQkICKB169a88MILOJ16BisiIp5xZvxPq/Ag1zGrj4Xx13cA4J0f9nLsZKEhtUnFDA1Ac+fOZdy4cUycOJGNGzfSrVs3hg4dSkZGRoXnl5SUMHjwYA4cOMC8efPYvXs3s2bNIiYmxnXOK6+8wvTp05k6dSo7d+7klVde4R//+AdvvfVWTX0sERHxMvtOB6DW4Q3KHb+uSxS948IosjmYvGi3EaXJeRgagKZMmcKoUaN48MEH6dSpEzNmzCAwMJDZs2dXeP7s2bPJzs7myy+/pH///sTFxXHVVVfRrVs31zkrV67k5ptvZtiwYcTFxXH77bczZMiQi/YsiYiIVNfe04/AWp/VAwRgMpn467BOAHy+8QhbDufUdGlyHj5GvXFJSQkbNmxg/PjxrmNms5lBgwaxatWqCq/5+uuvSUhIIDExka+++orw8HDuvvtunnrqKSwWCwCXX345M2fOJDk5mXbt2rF582Z+/PFHpkyZct5aiouLKS4udn2dm5sLgM1mw2azuePjupy5n7vv6+3Urp6jtvUcta3n1HTbpmTkAdA8zP+c9+wU1YAR3aL5cvMx/vbNduY83BuTyVQjdblbbf+ZrUpdhgWgrKws7HY7kZGR5Y5HRkaya9euCq/Zt28fS5cuZeTIkSxYsICUlBQeeeQRbDYbEydOBODpp58mNzeXDh06YLFYsNvt/P3vf2fkyJHnreWll17i+eefP+f44sWLCQwMvIRPeX5JSUkeua+3U7t6jtrWc9S2nlMTbetwwr4MC2Di0PZ1LNh77jndLTDfbGH9wRxe/s9CujWu2+NSa+vPbEFBQaXPNSwAVYfD4SAiIoKZM2disViIj4/nyJEjTJ482RWAPvnkEz766CPmzJlD586d2bRpE48//jhNmzbl/vvvr/C+48ePZ9y4ca6vc3NziY2NZciQIYSEhLj1M9hsNpKSkhg8eDC+vr5uvbc3U7t6jtrWc9S2nlOTbXvoRAG21T/iazExcsT1WMwV9+5khqQwbdk+kjKDGHdXf6w+hs9DqrLa/jN75glOZRgWgJo0aYLFYiE9Pb3c8fT0dKKioiq8Jjo6Gl9fX9fjLoCOHTuSlpZGSUkJfn5+/OlPf+Lpp5/mt7/9LQCXXXYZBw8e5KWXXjpvALJarVit1nOO+/r6euwb7Ml7ezO1q+eobT1Hbes5NdG2qSfKhlC0bNIAf6vfec975Jq2fLrhCIdOFDJ3w1EevqKlR+vypNr6M1uVmgyLn35+fsTHx7NkyRLXMYfDwZIlS0hISKjwmv79+5OSkoLD4XAdS05OJjo6Gj+/sh+6goICzObyH8tisZS7RkRExF3ODIBu1SToguc1sPowbnA7AKYu3cPJwto5jsZbGNr/Nm7cOGbNmsUHH3zAzp07GT16NPn5+Tz44IMA3HfffeUGSY8ePZrs7GzGjh1LcnIy8+fPZ9KkSSQmJrrOGT58OH//+9+ZP38+Bw4c4IsvvmDKlCnccsstNf75RESk/nNNgY9ocJEz4fb4ZrSNCOJEgY0ZyysYLCQ1xtAxQHfeeSeZmZlMmDCBtLQ0unfvzsKFC10Do1NTU8v15sTGxrJo0SKeeOIJunbtSkxMDGPHjuWpp55ynfPWW2/x7LPP8sgjj5CRkUHTpk35wx/+wIQJE2r884mISP3nWgTxIj1AAD4WM09d14Hffbie2T/u576EFkSHBni6RKmA4YOgx4wZw5gxYyp8bdmyZeccS0hIYPXq1ee9X3BwMG+88QZvvPGGmyoUERE5v31n1gCKuHgAAhjYMYI+LRuxdn82UxYnM/mObhe/SNyu7g1BFxERqSVyi2xk5JUNgm4VfvFHYFC2OOKZLTLmbTzMrrTKz1wS91EAEhERqaYzvT/hwVZC/Cs/A6lH8zCGXRaN0wmvfFfx2nfiWQpAIiIi1XS+PcAq409D2+NjNvH97kxWpmS5uzS5CAUgERGRaqpoF/jKimvSgJF9mwPw0ne7cDjq9urQdY0CkIiISDWlZJzpAap6AAJ4dGBbgqw+bD1ykm+3HnNnaXIRCkAiIiLVtOd0AGoXWb0A1CTIyh+ubAXA5EW7KC61u602uTAFIBERkWooLrVz8HjZ5pttI4KrfZ+HB7QkItjKoexC/rM61V3lyUUoAImIiFTDvsx87A4nwf4+RIacu59kZQX6aYsMIygAiYiIVENyeh4A7SKDMZkq3gG+sm6Pb0ab01tkTF+mLTJqggKQiIhINaRc4vifs/lYzDx9XdniiO/9tJ/03KJLvqdcmAKQiIhINZzpAbqU8T9nG9gxgvgWYRSXOvjnkj1uuaecnwKQiIhINexJL+sBauuGHiAo2yLjz0PbAzB33SEOHs93y32lYgpAIiIiVVRks3PgdEBpF+meHiCAvq0ac1W7cEodTl5PSnbbfeVcCkAiIiJVtD8rH4cTQvx9iAiu/gywivzpdC/QV5uPaqNUD1IAEhERqSJ3zgD7tS4xoa6NUl9dtNut95ZfKACJiIhUkbvH//zauCHtsJhN/G9nBhsOZnvkPbydApCIiEgVuXsG2K+1Dg/i9p7NAPjHwt04ndoo1d0UgERERKrolzWAPBOAAMYOaoufj5k1+7NZsSfLY+/jrRSAREREqqD8DDDPPAIDaNowgHv7tQBg8iL1ArmbApCIiEgV7MssmwEWGuBLuJtngP3aI1e3poGfha1HTvLdtjSPvpe3UQASERGpgj0ZZ8b/BLl9BtivNQ6y8vCAVgC8tng3pXaHR9/PmygAiYiIVMGOY2Vr83SMDqmR9xs1oCVhgb7szczn85+P1Mh7egMFIBERkSrYdaysB6hDtOcGQJ8t2N+XR65uA8Cb/9tDcam9Rt63vlMAEhERqYKdp3uAOkTVTA8QwL0JLYgMsXIkp5BP1h2qsfetzxSAREREKun4qWIy8ooB6BBVMz1AAP6+FsZcU9YLNPX7FIps6gW6VApAIiIilbQrrezxV4vGgTSw+tToe/+mdyxNQ/1Jzy3m47WpNfre9ZECkIiISCWdefzVsQYff51h9bGQeG1ZL9C0ZXvVC3SJFIBEREQqaWcND4D+tTviY4lpGEBmXjH/WX3QkBrqCwUgERGRStqVVrNT4H/Nz8fMo6d7gWYs30tBSakhddQHCkAiIiKVYLM7XLvAG/EI7Izb4psR2yiArFMl6gW6BApAIiIilbA/K58Su4Mgqw/NwgIMq8PXYubRa9sCMGP5PvKL1QtUHQpAIiIilXBmAHT7qGDMZs9ugXExt/aIoUXjQLLzS/hwlXqBqkMBSEREpBJcA6BrcP2f8/GxmBk7sKwX6J0f9pJXZDO4orpHAUhERKQSdtbwHmAXc1O3prRq0oCcAhsfrDxgdDl1jgKQiIhIJfwyA8z4HiA43Qs0qKwXaNaK/eSqF6hKFIBEREQuIju/hPTcsi0w2hs4A+zXbuzalDYRQZwstPHejweMLqdOUQASERG5iF2nH381bxRIUA1vgXEhFrPJNRbo3R/3qReoChSARERELmLHsdr1+Otswy6Lpk1EELlFpfxbM8IqTQFIRETkInYcrV0DoM9mNptIvKY1AP9asU+rQ1eSApCIiMhFbDt6EoAuTUMNrqRiw7s2pUXjQE4U2PhotXaKrwwFIBERkQsoLLGTklG2BUaXmNoZgHwsZh65uqwXaOaKfdopvhIUgERERC5gV1ouDic0CfIjMsRqdDnndUuPZq6d4ueuO2R0ObWeApCIiMgFbD89/qdT01BMJmO3wLgQPx8zf7yqFVC2U3xJqcPgimo3BSAREZEL2O4a/1P7BkD/2h29YokItnLsZBGfbTxsdDm1mgKQiIjIBWw7UtYD1LmWDoA+m7+vhd9fWdYL9PayFErt6gU6HwUgERGR87DZHexOK9sEtUtM7e8BAri7b3MaN/DjUHYhX206anQ5tZYCkIiIyHnsST9Fid1BsL8PzRsFGl1OpQT6+fDwgJYATFuWgt3hNLii2kkBSERE5DzOjP/pFB1SqwdA/9q9/VoQGuDLvsx8Fmw9ZnQ5tZICkIiIyHmcmQFWW9f/OZ9gf18e7B8HwNSlKTjUC3QOBSAREZHz2Hbk9AywOjL+52wPXt6SIKsPu9PzWLorw+hyah0FIBERkQo4HE7XJqh1YQbYr4UG+jKyX3OgbF0gKU8BSEREpAL7j+dTUGLH39dMqyYNjC6nWh7u3xI/i5n1B0+w7kC20eXUKgpAIiIiFdhyOAcoGwDtY6mb/1xGhPhza88YAGYsUy/Q2ermd1RERMTDNh8qG//TLbahsYVcot9f2QqTCZbsynCtaSQKQCIiIhXafLoHqFuzhobWcalahQcxtFMUAO/8oF6gMxSAREREfsVmd7imwHdtVvcGQP/aH69uDcDXm45yJKfQ4GpqBwUgERGRX9mdlkdJqYMQfx/iGtfNAdBn6x7bkIRWjSl1OHl3xX6jy6kVFIBERER+5czjr67NGmI2150VoC/kTC/Qx+tSySkoMbga4ykAiYiI/MrmQzkAdIut+4+/zriybRM6RYdQUGLnw1UHjS7HcApAIiIiv7LlcNkMsK51fAD02UwmE3+4qhUA7688QGGJ3eCKjKUAJCIicpaCklKS08umi3ev41Pgf23YZdHENgogO7+ET9YfMrocQykAiYiInGXbkVwcTogMsRIZ4m90OW7lYzEzakBZL9CsFfsotTsMrsg4CkAiIiJn2XLWAOj66I74WBo18OPwiUIWbU83uhzDKACJiIicZdPpAdD17fHXGQF+Fu7p1wKAf/24z+BqjKMAJCIicpZfBkDXnxlgv3Zvvxb4Wcz8nJrDhoMnjC7HEApAIiIip2XmFZOaXYDJVH8fgQGEB1u5uXtTAN710l4gBSAREZHTNqaW9Ya0jQgiNMDX4Go86+EBLQFYuC2NQ9kFBldT8xSARERETjsTgHo2DzO4Es/rEBXCgLZNcDjL1gXyNgpAIiIip208PR6mZ4v6H4AAHr6irBdo7rpD5BbZDK6mZikAiYiIACWlDtcAaG/oAQK4ql04bSOCOFVcyifrvGthRMMD0LRp04iLi8Pf35++ffuydu3aC56fk5NDYmIi0dHRWK1W2rVrx4IFC8qdc+TIEe655x4aN25MQEAAl112GevXr/fkxxARkTpu57FciksdhAb40qpJ3d8BvjJMJpOrF+i9nw541cKIhgaguXPnMm7cOCZOnMjGjRvp1q0bQ4cOJSMjo8LzS0pKGDx4MAcOHGDevHns3r2bWbNmERMT4zrnxIkT9O/fH19fX7777jt27NjBa6+9RliYd6R5ERGpnjPTwXs2rz87wFfGiB4xNG7gx5GcQhZuTzO6nBrjY+SbT5kyhVGjRvHggw8CMGPGDObPn8/s2bN5+umnzzl/9uzZZGdns3LlSnx9y0bnx8XFlTvnlVdeITY2lvfee891rGXLlp77ECIiUi940wDos/n7li2M+OaSPcxasZ9hl0VjMtX/AGhYD1BJSQkbNmxg0KBBvxRjNjNo0CBWrVpV4TVff/01CQkJJCYmEhkZSZcuXZg0aRJ2u73cOb169eKOO+4gIiKCHj16MGvWLI9/HhERqdt+Ts0BIN5LBkCf7Z5+LfDzMbP5UI4rCNZ3hvUAZWVlYbfbiYyMLHc8MjKSXbt2VXjNvn37WLp0KSNHjmTBggWkpKTwyCOPYLPZmDhxouuc6dOnM27cOP7yl7+wbt06HnvsMfz8/Lj//vsrvG9xcTHFxcWur3NzcwGw2WzYbO4dFX/mfu6+r7dTu3qO2tZz1LaeU9W2Tcst4khOIWYTdIpq4HXfk4b+Zm7qGs28jUeYvWI/XZsGV3hebf+ZrUpdJqfT6fRgLed19OhRYmJiWLlyJQkJCa7jf/7zn1m+fDlr1qw555p27dpRVFTE/v37sVgsQNljtMmTJ3Ps2DEA/Pz86NWrFytXrnRd99hjj7Fu3brz9iw999xzPP/88+ccnzNnDoGBgZf0OUVEpPbbdNzEe8kWYgKd/Lmb/eIX1ENH8uEfW3wwm5w819NOqJ/RFVVdQUEBd999NydPniQkJOSC5xrWA9SkSRMsFgvp6eV3ok1PTycqKqrCa6Kjo/H19XWFH4COHTuSlpZGSUkJfn5+REdH06lTp3LXdezYkc8+++y8tYwfP55x48a5vs7NzSU2NpYhQ4ZctAGrymazkZSUxODBg13jmOTSqV09R23rOWpbz6lq2276bjckH+SqLrHccEOni55fXy09uZb1B3NID27HXQPbnPN6bf+ZPfMEpzIMC0B+fn7Ex8ezZMkSRowYAYDD4WDJkiWMGTOmwmv69+/PnDlzcDgcmM1lw5eSk5OJjo7Gz8/Pdc7u3bvLXZecnEyLFi3OW4vVasVqtZ5z3NfX12PfYE/e25upXT1Hbes5alvPqWzbbjw9/qd3y8Ze/b14oH9L1h/8mbnrD/PYoHZYfSwVnldbf2arUpOh0+DHjRvHrFmz+OCDD9i5cyejR48mPz/fNSvsvvvuY/z48a7zR48eTXZ2NmPHjiU5OZn58+czadIkEhMTXec88cQTrF69mkmTJpGSksKcOXOYOXNmuXNERETOyC8uZdvRsp6DPi0bG1yNsYZ2jiIyxErWqRK+21q/p8QbOg3+zjvvJDMzkwkTJpCWlkb37t1ZuHCha2B0amqqq6cHIDY2lkWLFvHEE0/QtWtXYmJiGDt2LE899ZTrnN69e/PFF18wfvx4/va3v9GyZUveeOMNRo4cWeOfT0REar+fU3OwO5zENAwgpmGA0eUYytdiZmTfFkxJSub9lQcY0SPm4hfVUYYGIIAxY8ac95HXsmXLzjmWkJDA6tWrL3jPG2+8kRtvvNEd5YmISD23dv9xAHrHed/094rc1ac5U5emsOlQDpsP5dAttqHRJXmE4VthiIiIGGntgWwAerdsZHAltUN4sJVhXaMB+GDVAWOL8SAFIBER8VolpQ7XAoh94hSAzrgvoWzi0Lebj5F1qvgiZ9dNCkAiIuK1th45SXGpg7BAX9pEBBldTq3Ro3kY3ZqFUmJ3MLee7hJf7QCUmprKihUrWLRoERs3biy3krKIiEhdsO70469ecY28Yv+rqrj/8jgA/rP6YL3cJb5KAejAgQM89dRTtGjRgpYtW3LVVVdx/fXX06tXL0JDQxk8eDCffvopDkf9aygREal/1u0vC0B9Nf7nHMO6RtO4gR/HThaRtCP94hfUMZUOQI899hjdunVj//79vPjii+zYsYOTJ09SUlJCWloaCxYs4IorrmDChAl07dqVdevWebJuERGRS+JwOFl/sGzjz94a/3MOq4+F3/aJBeCjNakGV+N+lZ4G36BBA/bt20fjxucuEhUREcG1117Ltddey8SJE1m4cCGHDh2id+/ebi1WRETEXZIz8jhZaCPQz0Lnpu7d9qi++G3v5ry9bC8/pmRxICufmLq4Qdh5VLoH6KWXXqow/FTkuuuu49Zbb612USIiIp525vFXz+Zh+Fg0J6gisY0CuapdOAD/XVu/eoH0HRcREa+05nQA0uOvC7u7T3MAPt1wmOLS+jPGt0orQV977bWVOm/p0qXVKkZERKQmOJ1OVwDqowHQF3RthwiiQvxJyy1i8Y50Kt4ete6pUgBatmwZLVq0YNiwYbVyF1gREZHK2Jt5isy8Yqw+Zno0b2h0ObWaj8XMnb1jeXPJHj5ed5iR0UZX5B5VCkCvvPIK7733Hp9++ikjR47koYceokuXLp6qTURExCNW7i3b/6tXXBj+vvWlT8NzftsnlreW7mHtgRMMamh0Ne5RpTFAf/rTn9ixYwdffvkleXl59O/fnz59+jBjxgxyc3M9VaOIiIhbrUwpC0CXt25icCV1Q3RoANd2iATgp/T6MXy4Wp8iISGBWbNmcezYMRITE5k9ezZNmzZVCBIRkVrP4XCyal9ZAEpoXbnZzQIj+5YNhl6XYaLIZje4mkt3STFu48aNLF++nJ07d9KlSxeNCxIRkVpvx7FcThbaaOBn4bKYUKPLqTOubBdOTEN/CuwmFm6v+ytDVzkAHT16lEmTJtGuXTtuv/12GjVqxJo1a1i9ejUBAQGeqFFERMRtVp0e/9OnZSN8tf5PpVnMJn4T3wyA/647bHA1l65K3/kbbriB1q1bs2bNGiZPnszhw4d59dVX6dSpk6fqExERcauVe7MAjf+pjtvjYzCbnGxMzWFXWt0e9lKlWWALFy4kOjqa1NRUnn/+eZ5//vkKz9u4caNbihMREXEnm93B2tPr/2j8T9VFBFvpEuZkS7aJuesOMXF4Z6NLqrYqBaCJEyd6qg4RERGP23rkJPkldkIDfOkUrf2/qiMhwsmWbPjy5yOMv74jfj518zGiApCIiHiNM+N/Elo1xmw2GVxN3dShoZPIECvpucUs2ZnO9ZfVzZUR62ZsExERqQbX+J82evxVXWYT3Nq9KQCfrD9kcDXVV+kAdN1117F69eqLnpeXl8crr7zCtGnTLqkwERERdyqy2Vl/4ARQ1gMk1Xdrz7IAtDw5k7STRQZXUz2VfgR2xx13cNtttxEaGsrw4cPp1asXTZs2xd/fnxMnTrBjxw5+/PFHFixYwLBhw5g8ebIn6xYREamS1fuOU1zqICrEnzYRQUaXU6fFNW5An7hGrD2QzWcbD5N4TRujS6qySgeghx9+mHvuuYdPP/2UuXPnMnPmTE6ePAmAyWSiU6dODB06lHXr1tGxY0ePFSwiIlIdPySXPf66ql04JpPG/1yqO3o1Y+2BbD5df4hHrm5d59q0SoOgrVYr99xzD/fccw8AJ0+epLCwkMaNG2sVaBERqdV+2JMJlK1oLJfuhsuiee7r7Rw4XsC6Ayfo07KR0SVVySUNgg4NDSUqKkrhR0REarWjOYWkZJzCbIIr2mgBRHdoYPXhxq51dzC0ZoGJiEi990NyWe9Pt9iGhAbqf9rd5Te9y7bGmL/lGKeKSw2upmoUgEREpN478/jrKj3+cquezcNoFd6AQpud+VuOGl1OlSgAiYhIvVZqd7BiT9kAaI3/cS+TycQd8bEAfLK+bm2QqgAkIiL12ubDOeQVlRIa4Eu3Zg2NLqfeua1nDGYTbDh4ggNZ+UaXU2nVCkCHDh3i8OFfkt7atWt5/PHHmTlzptsKExERcYflp6e/X9GmCRZtf+F2ESH+9D89sPyLn48YXE3lVSsA3X333Xz//fcApKWlMXjwYNauXcszzzzD3/72N7cWKCIicinODIC+sp1mf3nKrT1jAPhy0xGcTqfB1VROtQLQtm3b6NOnDwCffPIJXbp0YeXKlXz00Ue8//777qxPRESk2k4UlLDlcA6g8T+eNLRzFIF+Fg4eL2Bjao7R5VRKtQKQzWbDarUC8L///Y+bbroJgA4dOnDs2DH3VSciInIJfthzHIcTOkQFEx0aYHQ59Vagnw/XdY4C4Iuf68Zg6GoFoM6dOzNjxgxWrFhBUlIS1113HQBHjx6lcWNtMCciIrXD97vLHn9d2yHC4Erqv1tOPwb7dssxSkodBldzcdUKQK+88grvvPMOV199NXfddRfdunUD4Ouvv3Y9GhMRETGS3Ylr+vvAjgpAnnZ56yZEhljJKbDx/e4Mo8u5qCrtBXbG1VdfTVZWFrm5uYSFhbmO//73vycwMNBtxYmIiFTX/jzILSolLNCX7rFhF79ALonFbOLm7jHM/GEfX2w8wtDTj8Rqq2r1ABUWFlJcXOwKPwcPHuSNN95g9+7dREQoZYuIiPG2nyj7J+7q9hGa/l5DbulR9hhs6a4MThbYDK7mwqoVgG6++WY+/PBDAHJycujbty+vvfYaI0aMYPr06W4tUEREpDp2nCgLPRr/U3M6RofQISqYEruDb7fW7q0xqhWANm7cyIABAwCYN28ekZGRHDx4kA8//JB//vOfbi1QRESkqlKzC0grNGExmzT9vYad6QX6YmPtXhSxWgGooKCA4OBgABYvXsytt96K2WymX79+HDx40K0FioiIVNWy06s/xzdvSGiAdn+vSTd3j8FkgvUHT3D4RIHR5ZxXtQJQmzZt+PLLLzl06BCLFi1iyJAhAGRkZBASEuLWAkVERKpq2enp79e0V+9PTYsK9advy0YAzN9Se9cGrFYAmjBhAk8++SRxcXH07duXhIQEoKw3qEePHm4tUEREpCryi0tZvT8bUAAyyo1dmwJlawLVVtUKQLfffjupqamsX7+ehQsXuo4PHDiQ119/3W3FiYiIVNWKPZnY7E4aW520aqKlWYxwfZcoLGYTW4+cZH8t3SG+WgEIICoqih49emA2/3KLPn360KFDB7cUJiIiUh2LtqcDcFkjJyaTpr8boXGQ1bVD/Leba+dssGothAiwfv16PvnkE1JTUykpKSn32ueff37JhYmIiFRVSamDJTvLAlDXRrV/O4b6bHjXaH5IzuTbLcd4dGBbo8s5R7V6gD7++GMuv/xydu7cyRdffIHNZmP79u0sXbqU0NBQd9coIiJSKav3HSe3qJTGDfxoGWx0Nd5tSOco/CxmdqfnsTstz+hyzlGtADRp0iRef/11vvnmG/z8/HjzzTfZtWsXv/nNb2jevLm7axQREamURdvTABjUMRwt/mys0ABf1xpM326pfY/BqhWA9u7dy7BhwwDw8/MjPz8fk8nEE088wcyZM91aoIiISGU4HE6SdpQ9/hrSKdLgagRgeLdoAL7ZfBSn02lwNeVVKwCFhYWRl1fWnRUTE8O2bduAsm0xCgpq76JHIiJSf/18KIeMvGKCrT70O70OjRhrUMdI/H3NHDhewPajuUaXU061AtCVV15JUlISAHfccQdjx45l1KhR3HXXXQwcONCtBYqIiFTGmcdf13SIwM+n2pOcxY0aWH0Y2KGsN+6bWjYbrFqzwKZOnUpRUREAzzzzDL6+vqxcuZLbbruNv/71r24tUERE5GKcTqcrAA3tHGVwNXK24d2imb/1GN9uOcbT13eoNUsTVCsANWr0S9ei2Wzm6aefdltBIiIiVbU7PY+Dxwvw8zFzdftwoHaNN/FmV7ePoIGfhSM5hWw+fJLusQ2NLgm4hIUQRUREaosFW8t6fwa0aUIDa7WXuBMP8Pe1cE2HCAC+21Z7tsaoUgCyWCyV+iUiIlJTnE6na7XhG0/POpLa5fouZd+XhdvSas1ssCrFZKfTSYsWLbj//vu16amIiNQK24/msi8rH6uPmUEdNf29Nrq6fThWHzMHjxewKy2PjtEhRpdUtQC0du1a3n33Xd58801atmzJQw89xMiRIwkLC/NUfSIiIhf0zelF9q7tEEGwv6/B1UhFGlh9uLJdOEk70vluW1qtCEBVegTWq1cvpk+fzrFjxxg3bhxffPEFzZo147e//a1rWryIiEhNKXv8VTau5KZuTQ2uRi7k+i5ls/MW1pJxQNUaBO3v788999zDkiVL2LZtGxkZGVx33XVkZ2e7uz4REZHz2piaw5GcQhr4/TLQVmqngR0j8TGbSE4/xd7MU0aXU/1ZYIcPH+bFF19k8ODB7Nq1iz/96U+EhBjfpSUiIt7jzOJ6QzpH4e+rSTi1WWiAL5e3aQKUDYY2WpUCUElJCXPnzmXIkCG0bduWjRs38sYbb3Do0CFefvllfHw09VBERGqG3eFk/tayxynDNfurTvjlMZjxAahKiSU6Oprg4GDuv/9+3n77bSIiyrob8/Pzy52nniAREfG0NfuPk5lXTGiAL1e0CTe6HKmEIZ0ieeaLrWw9cpJD2QXENgo0rJYq9QCdOHGC1NRUXnjhBdq3b09YWFi5Xw0bNtSMMBERqRHfnB78fH2XKO39VUc0DrLS5/RGtWe2LjFKlXqAvv/+e0/VISIiUmk2u8O1qvBwzf6qU67rHMXqfdks3JbG7wa0MqyOKgWgq666ylN1iIiIVNqPe7LIKbDRJMhKv1aNjS5HquD6y8rGaw3tYuymtRq1LCIidc6Xm44AMOyyKCzm2rG7uFROZIg/D/RvaXQZ2gxVRETqlrwim2v8yK09mxlcjdRVCkAiIlKnfLctjSKbg9bhDejaLNTocqSOqnQA2rJlCw6Hw5O1iIiIXNTnGw8DZb0/JpMef0n1VDoA9ejRg6ysLABatWrF8ePHPVaUiIhIRQ6fKGD1vrJtl0b0iDG4GqnLKh2AGjZsyP79+wE4cOCAeoNERKTGfbWpbOuLhFaNiWkYYHA1UpdVOgDddtttXHXVVbRs2RKTyUSvXr1o1apVhb+qatq0acTFxeHv70/fvn1Zu3btBc/PyckhMTGR6OhorFYr7dq1Y8GCBRWe+/LLL2MymXj88cerXJeIiNQeTqeTz1yPv9T7I5em0tPgZ86cya233kpKSgqPPfYYo0aNIjg4+JILmDt3LuPGjWPGjBn07duXN954g6FDh7J7927XVhtnKykpYfDgwURERDBv3jxiYmI4ePAgDRs2POfcdevW8c4779C1a9dLrlNERIy1+fBJ9mXm4+9rdq0lI1JdVVoH6LrrrgNgw4YNjB071i0BaMqUKYwaNYoHH3wQgBkzZjB//nxmz57N008/fc75s2fPJjs7m5UrV+Lr6wtAXFzcOeedOnWKkSNHMmvWLF588cVLrlNERIz12Yay3p+hnaMIsmoZO7k01foJeu+998jJyWH9+vUAtGnTpsIemIspKSlhw4YNjB8/3nXMbDYzaNAgVq1aVeE1X3/9NQkJCSQmJvLVV18RHh7O3XffzVNPPYXFYnGdl5iYyLBhwxg0aNBFA1BxcTHFxcWur3NzcwGw2WzYbLYqf64LOXM/d9/X26ldPUdt6zlq28orLLG7Fj8c0S36om2mtvWM2t6uVamrygHowIEDJCYmsmjRIpxOJwAmk4nrrruOqVOnVtgbcz5ZWVnY7XYiIyPLHY+MjGTXrl0VXrNv3z6WLl3KyJEjWbBgASkpKTzyyCPYbDYmTpwIwMcff8zGjRtZt25dpep46aWXeP755885vnjxYgIDPbNTbVJSkkfu6+3Urp6jtvUcte3Frc00kVdkobHVSc7uNSxIrtx1alvPqK3tWlBQUOlzqxSADh06RL9+/fD19eWFF16gY8eOAOzYsYPp06eTkJDAunXraNbMcytzOhwOIiIimDlzJhaLhfj4eI4cOcLkyZOZOHEihw4dYuzYsSQlJeHv71+pe44fP55x48a5vs7NzSU2NpYhQ4YQEhLi1vptNhtJSUkMHjzY9QhPLp3a1XPUtp6jtq28f/9rLZDDfVe05carLz7ZRm3rGbW9Xc88wamMKgWg5557jvbt27No0aJy4WLEiBE88cQTXHfddTz33HP861//qtT9mjRpgsViIT09vdzx9PR0oqIq3iQtOjoaX1/fco+7OnbsSFpamuuRWkZGBj179nS9brfb+eGHH5g6dSrFxcXlrgWwWq1YrdZz3svX19dj32BP3tubqV09R23rOWrbC0vJOMX6gzmYTXBnnxZVaiu1rWfU1natSk1V2gpj4cKF/P3vf6+wZyUgIIAXXnjhvNPRK+Ln50d8fDxLlixxHXM4HCxZsoSEhIQKr+nfvz8pKSnl1iFKTk4mOjoaPz8/Bg4cyNatW9m0aZPrV69evRg5ciSbNm06J/yIiEjtNnddKgDXdoggKrRyPfsiF1OlHqCsrKwLjvFp1aoV2dnZVSpg3Lhx3H///fTq1Ys+ffrwxhtvkJ+f75oVdt999xETE8NLL70EwOjRo5k6dSpjx47l0UcfZc+ePUyaNInHHnsMgODgYLp06VLuPRo0aEDjxo3POS4iIrVbcamdzzaWDX7+be/mBlcj9UmVAlB0dDQ7duw47xifbdu2nffR1fnceeedZGZmMmHCBNLS0ujevTsLFy50DYxOTU3FbP6loyo2NpZFixbxxBNP0LVrV2JiYhg7dixPPfVUld5XRERqv//tyCA7v4TIECtXtw83uhypR6oUgEaMGMGTTz7JkiVLCA8v/4OYkZHBU089xYgRI6pcxJgxYxgzZkyFry1btuycYwkJCaxevbrS96/oHiIiUvv9d23Z46874mPxsVRp1IbIBVUpAE2cOJEFCxbQunVr7rnnHjp06IDT6WTnzp3MmTOHqKgoJkyY4KlaRUTEi6RknOLHlCxMJrizd6zR5Ug9U6UAFBYWxpo1a/jLX/7Cxx9/TE5ODlC2Uerdd9/NpEmTaNSokSfqFBERL/Of1QcBGNghkthGnlmTTbxXlRdCDAsLY/r06bz99ttkZmYCEB4ejslkcntxIiLinU4VlzLv9NYX91/ewuBqpD6q9mYqJpOpws1KRURELtUXGw9zqriUVk0a0L91E6PLkXpII8pERKRWcTqdfLCq7PHXvQktMJv1hEHcTwFIRERqlVX7jpOScYpAPwu3xXtuayXxbgpAIiJSq3y4sqz359aeMYT4177tFqR+qHIAstlsDBw4kD179niiHhER8WJHcgpZvCMNgPsS4owtRuq1KgcgX19ftmzZ4olaRETEy81ZcxCHExJaNaZdZLDR5Ug9Vq1HYPfccw/vvvuuu2sREREvVlhi579rDwFwX4KmvotnVWsafGlpKbNnz+Z///sf8fHxNGjQoNzrU6ZMcUtxIiLiPT7beJjs/BJiGgYwuFOk0eVIPVetALRt2zZ69uwJQHJycrnXtCCiiIhUlcPhZPaP+wF46IqW2vdLPK5aAej77793dx0iIuLFluzKYF9WPsH+Ptr3S2rEJUXslJQUFi1aRGFhIVC2eJWIiEhVzVqxD4C7+zQnyFrtTQpEKq1aAej48eMMHDiQdu3accMNN3Ds2DEAHn74Yf7v//7PrQWKiEj9tuVwDmv3Z+NjNvFA/zijyxEvUa0A9MQTT+Dr60tqaiqBgb/s0HvnnXeycOFCtxUnIiL136wVZWN/hndrSnRogMHViLeoVj/j4sWLWbRoEc2alV+ivG3bthw8eNAthYmISP2XeryABVtPP0W4oqXB1Yg3qVYPUH5+frmenzOys7OxWq2XXJSIiHiHt5elYHc4ubJdOF1iQo0uR7xItQLQgAED+PDDD11fm0wmHA4H//jHP7jmmmvcVpyIiNRfR3IK+WzjYQAeu7aNwdWIt6nWI7B//OMfDBw4kPXr11NSUsKf//xntm/fTnZ2Nj/99JO7axQRkXpoxrK92OxOElo1pldcI6PLES9TrR6gLl26kJyczBVXXMHNN99Mfn4+t956Kz///DOtW7d2d40iIlLPpOcWMXd92bYXjw5U74/UvGr1AKWmphIbG8szzzxT4WvNmze/5MJERKT+emf5PkpKHfRqEUZCq8ZGlyNeqFo9QC1btiQzM/Oc48ePH6dlS43iFxGR88s6VcyctWUzhh8b2FZbKIkhqhWAnE5nhT+wp06dwt/f/5KLEhGR+mvWin0U2Rx0i23IgLZNjC5HvFSVHoGNGzcOKJv19eyzz5abCm+321mzZg3du3d3a4EiIlJ/nMgv4d+rTvf+XNtGvT9imCoFoJ9//hko6wHaunUrfn5+rtf8/Pzo1q0bTz75pHsrFBGRemP2T/spKLHTuWkI13aIMLoc8WJVCkBndoF/8MEHefPNNwkJCfFIUSIiUv/kFJTw/k8HAHhUvT9isGrNAnvvvffcXYeIiNRzM5bvI6+4lA5RwQzpFGV0OeLlqhWA8vPzefnll1myZAkZGRk4HI5yr+/bt88txYmISP2QkVfE+yvLNj3909D2mM3q/RFjVSsA/e53v2P58uXce++9REdHqxtTREQuaNrSFIpsDno0b6ixP1IrVCsAfffdd8yfP5/+/fu7ux4REalnDmUXMGdtKlDW+6P/aZbaoFrrAIWFhdGokfZtERGRi/vnkj3Y7E76t2nM5a217o/UDtUKQC+88AITJkygoKDA3fWIiEg9kpJxyrXj+5ND2htcjcgvqvUI7LXXXmPv3r1ERkYSFxeHr69vudc3btzoluJERKRum7xoFw4nDOoYSY/mYUaXI+JSrQA0YsQIN5chIiL1zcq9WSzano7FbOLP16n3R2qXagWgiRMnursOERGpR+wOJ3/7ZgcAI/s2p11ksMEViZRXrTFAADk5OfzrX/9i/PjxZGdnA2WPvo4cOeK24kREpG76ZP0hdqXlEeLvwxOD2hldjsg5qtUDtGXLFgYNGkRoaCgHDhxg1KhRNGrUiM8//5zU1FQ+/PBDd9cpIiJ1RG6RjVcX7Qbg8UHtCGvgd5ErRGpetXqAxo0bxwMPPMCePXvw9/d3Hb/hhhv44Ycf3FaciIjUPdOWpnA8v4RW4Q24N6GF0eWIVKhaAWjdunX84Q9/OOd4TEwMaWlpl1yUiIjUTQey8pn9U9mWF38d1hFfS7VHWoh4VLV+Mq1WK7m5ueccT05OJjw8/JKLEhGRumnSgp3Y7E6ubBfONe215YXUXtUKQDfddBN/+9vfsNlsAJhMJlJTU3nqqae47bbb3FqgiIjUDStTsli8o2za+1+HddSWF1KrVSsAvfbaa5w6dYqIiAgKCwu56qqraNOmDcHBwfz97393d40iIlLLldod/O1bTXuXuqNas8BCQ0NJSkrip59+YvPmzZw6dYqePXsyaNAgd9cnIiJ1wIerDrIrLY/QAF9Ne5c6oVoB6Iz+/ftrR3gRES+XnlvElKRkAJ66roOmvUudUKVHYEuXLqVTp04VDoA+efIknTt3ZsWKFW4rTkREar8X5+/kVHEp3WIb8tvesUaXI1IpVQpAb7zxBqNGjSIkJOSc10JDQ/nDH/7AlClT3FaciIjUbj+lZPHN5qOYTfDizV0wmzXwWeqGKgWgzZs3c91115339SFDhrBhw4ZLLkpERGq/4lI7z361DYB7+7XgsmahBlckUnlVCkDp6en4+vqe93UfHx8yMzMvuSgREan93lm+j32Z+TQJsjJuiHZ7l7qlSgEoJiaGbdu2nff1LVu2EB0dfclFiYhI7bYrLZe3lu4B4NkbOxIacP7/ORapjaoUgG644QaeffZZioqKznmtsLCQiRMncuONN7qtOBERqX1sdgdPfroZm93JoI6R3NStqdEliVRZlabB//Wvf+Xzzz+nXbt2jBkzhvbty7o8d+3axbRp07Db7TzzzDMeKVRERGqHd5bvZduRXEIDfJl0Sxet+Cx1UpUCUGRkJCtXrmT06NGMHz8ep9MJlG2FMXToUKZNm0ZkZKRHChUREePtSsvlzSVlj76eu6kTESH+BlckUj1VXgixRYsWLFiwgBMnTpCSkoLT6aRt27aEhYV5oj4REaklfv3oa0T3GKNLEqm2aq8EHRYWRu/evd1Zi4iI1GIzlunRl9Qf1doMVUREvMuutFz+uVSPvqT+UAASEZELKinVoy+pfxSARETkgt5ckqxHX1LvKACJiMh5rd2fzdvL9gLw0q2X6dGX1BsKQCIiUqHcIhtPzN2E0wm3xzfjhsu00r/UHwpAIiJSoYlfbedITiHNGwXy3E2djS5HxK0UgERE5BxfbTrCFz8fwWyC1+/sTpC12qumiNRKCkAiIlJOSkYef/l8KwBjrm1LfAstdCv1jwKQiIi45BeX8sf/bCS/xE5Cq8Y8dm0bo0sS8QgFIBERAcDpdPL051tJyThFZIiVf97VAx+L/pmQ+kk/2SIiAsAHKw/wzeaj+JhNTLu7J+HBVqNLEvEYBSAREWHDwRO8OH8nAH+5oSO94hoZXJGIZykAiYh4uaxTxSR+tJFSh5NhXaN5sH+c0SWJeJwCkIiIF7M7nDz2359Jyy2idXgDXrmtq7a6EK+gACQi4sX+sWgXK/ceJ9DPwox74rXej3iNWhGApk2bRlxcHP7+/vTt25e1a9de8PycnBwSExOJjo7GarXSrl07FixY4Hr9pZdeonfv3gQHBxMREcGIESPYvXu3pz+GiEid8uXPR3hn+T4AXrmtK20jgw2uSKTmGB6A5s6dy7hx45g4cSIbN26kW7duDB06lIyMjArPLykpYfDgwRw4cIB58+axe/duZs2aRUxMjOuc5cuXk5iYyOrVq0lKSsJmszFkyBDy8/Nr6mOJiNRqmw/l8OfPtgCQeE1rhndranBFIjXL8L7OKVOmMGrUKB588EEAZsyYwfz585k9ezZPP/30OefPnj2b7OxsVq5cia+vLwBxcXHlzlm4cGG5r99//30iIiLYsGEDV155pWc+iIhIHZGeW8Tv/72eklIHgzpG8H+D2xtdkkiNM7QHqKSkhA0bNjBo0CDXMbPZzKBBg1i1alWF13z99dckJCSQmJhIZGQkXbp0YdKkSdjt9vO+z8mTJwFo1EjTOkXEuxXZ7Pz+3xtIzy2mbUQQr9/ZHbNZg57F+xjaA5SVlYXdbicyMrLc8cjISHbt2lXhNfv27WPp0qWMHDmSBQsWkJKSwiOPPILNZmPixInnnO9wOHj88cfp378/Xbp0qfCexcXFFBcXu77Ozc0FwGazYbPZqvvxKnTmfu6+r7dTu3qO2tZzarpt7Q4nj368mc2HcggN8GH6yO74W+rn91Y/t55R29u1KnUZ/gisqhwOBxEREcycOROLxUJ8fDxHjhxh8uTJFQagxMREtm3bxo8//njee7700ks8//zz5xxfvHgxgYGBbq3/jKSkJI/c19upXT1Hbes5NdG2Tid8tt/MinQzPiYn97cqYvvqZWz3+DsbSz+3nlFb27WgoKDS5xoagJo0aYLFYiE9Pb3c8fT0dKKioiq8Jjo6Gl9fXywWi+tYx44dSUtLo6SkBD8/P9fxMWPG8O233/LDDz/QrFmz89Yxfvx4xo0b5/o6NzeX2NhYhgwZQkhISHU/XoVsNhtJSUkMHjzYNYZJLp3a1XPUtp5Tk207c8V+VqTvwWSCKb/pxvVdKv47tr7Qz61n1PZ2PfMEpzIMDUB+fn7Ex8ezZMkSRowYAZT18CxZsoQxY8ZUeE3//v2ZM2cODocDs7lsCFNycjLR0dGu8ON0Onn00Uf54osvWLZsGS1btrxgHVarFav13D1vfH19PfYN9uS9vZna1XPUtp7j6bb9atMRJi/eA8Bfh3Xiph6xHnuv2kY/t55RW9u1KjUZPg1+3LhxzJo1iw8++ICdO3cyevRo8vPzXbPC7rvvPsaPH+86f/To0WRnZzN27FiSk5OZP38+kyZNIjEx0XVOYmIi//nPf5gzZw7BwcGkpaWRlpZGYWFhjX8+EREj/ZCcyZOfbgbg4Sta8vAVF/4fQhFvYfgYoDvvvJPMzEwmTJhAWloa3bt3Z+HCha6B0ampqa6eHoDY2FgWLVrEE088QdeuXYmJiWHs2LE89dRTrnOmT58OwNVXX13uvd577z0eeOABj38mEZHaYMPBE/zh3xuw2cv2+Hrmho5GlyRSaxgegKBsrM75HnktW7bsnGMJCQmsXr36vPdzOp3uKk1EpE7alZbLg++tpdBmZ0DbJrz+G013Fzmb4Y/ARETEvVKPF3Dvu2vJLSqlZ/OGvHNvPH4++ute5Gz6L0JEpB7JyC3innfXkJlXTIeoYN57oA+BfrWis1+kVlEAEhGpJ9Jzi/jtrNWkZhfQonEgHz7Uh9DA2jdTR6Q20P8WiIjUA8dOFnL3rDXsz8qnaag//3m4LxEh/kaXJVJrKQCJiNRxR3IKuWtmWc9Ps7AA/juqH7GNPLOKvUh9oQAkIlKHHcou4K5Zqzl8opDmjQKZM6ovzcIUfkQuRgFIRKSOSj1eFn6O5BQS1ziQ//6+H9GhAUaXJVInKACJiNRB+7PyuXvWao6dLKJVkwb89/f9iNSYH5FKUwASEaljdhzN5b7Za8k6VUybiCDmjOpLRLDCj0hVKACJiNQhGw5m8+B768gtKqVTdAgfPtyHJkHnbuYsIhemACQiUkf8kJzJH/69gUKbnV4twnj3gd6EBmidH5HqUAASEakDvt1ylCfmbsJmd3JVu3Bm3BNPgJ/F6LJE6iwFIBGRWszpdPL2sr1MXrQbgGGXRfP6nd21t5fIJVIAEhGppUpKHYz/fCufbTwMwMNXtOQvN3TEol3dRS6ZApCISC10Ir+EP/5nA2v2Z2Mxm3jups7c26+F0WWJ1BsKQCIitcz+rHween8d+7PyCbL6MPXuHlzdPsLoskTqFQUgEZFaZM2+4/zhPxvIKbAR0zCA2Q/0pn1UsNFlidQ7CkAiIrXEx2tTefarbdjsTrrFNmTWffFa4FDEQxSAREQMVlzqYOK3W5mzJhWAGy6L4rU7umuau4gHKQCJiBjoZAncO3sdPx86ickETw5pz+irWmPWTC8Rj1IAEhExyNoD2by6xUKu7SQh/j68eVcPrtFgZ5EaoQAkIlLD7A4nU5em8OaSZBxOE+0igph5Xy/imjQwujQRr6EAJCJSgzJyixj78SZW7TsOQJ9wBzN/34eGQQEGVybiXRSARERqyPLkTMbN3cTx/BIC/Sw8P7wjfkc30cCqv4pFapr+qxMR8TCb3cFri5OZsXwvAB2igpk2sifNG1pZcHSTscWJeCkFIBERD9qTnseTn25m8+GTANzbrwXPDOuIv68Fm81mcHUi3ksBSETEA+wOJ/9asY/XkpIpKXUQ7O/DP27ryvWXRRtdmoigACQi4nZ7M0/x5Keb+Tk1B4Cr24fz8q1diQrVqs4itYUCkIiIm9gdTt77aT+TF+2muNRBsNWHZ2/sxB29mmEyaWFDkdpEAUhExA0OZOXzp3mbWXfgBAAD2jbh5du6EtNQ09tFaiMFIBGRS1Bqd/DeTweYkpRMoc1OAz8LzwzrxF19YtXrI1KLKQCJiFTT5kM5jP98KzuO5QKQ0Kox/7i9K7GNAg2uTEQuRgFIRKSK8opsvLY4mQ9XHcDhhBB/H/5yQ0d+0ytWm5iK1BEKQCIileRwOPlq8xFe/m4X6bnFAIzo3pRnhnUiPNhqcHUiUhUKQCIilbDpUA7Pf7PdNbW9eaNAXhzRhSvbhRtbmIhUiwKQiMgFZOQW8Y9Fu5m34TAAgX4Wxlzbhof6t8Tf12JwdSJSXQpAIiIVKC61895PB3hryR7yS+wA3Nozhqeu60BkiBY0FKnrFIBERM5idzj5atMRpiQlc/hEIQDdYhsycXgnejYPM7g6EXEXBSAREcDpdLJ0VwaTF+1mV1oeABHBVv58XQdu7RGj2V0i9YwCkIh4vTX7jjN50W7WHyxbxTnE34fRV7fhgcvjCPDTOB+R+kgBSES81oaDJ5iStJufUo4D4O9r5sH+Lfnjla0JDfQ1uDoR8SQFIBHxOpsP5fD6/5JZtjsTAF+LiTt7x/LotW01wFnESygAiYjX2HAwm+nL9vK/nRkAWMwm7ohvRuI1bbR9hYiXUQASkXrN4XDy/e4MZizf69qp3WyCW3o047GBbWjRuIHBFYqIERSARKRestkdfL3pKO/8sJfk9FMA+FnM3NIjhj9c1YpW4UEGVygiRlIAEpF6Jb+4lI/XHeLdFfs4erIIgCCrDyP7NuehK1pqjI+IAApAIlJP7M08xb9XHeSzDYfJKy4FoEmQlYeuiGNk3xaEBmhWl4j8QgFIROosu8PJkp3p/Hv1QVbsyXIdb9WkAb8b0Ipbe8Zovy4RqZACkIjUOdn5JXy8LpWPVqdyJKdsuwqTCQZ2iOC+hDiuaNNEKzeLyAUpAIlIneB0Oll/8AT/XZvKt1uOUVLqAKBhoC939o7lnr4tNJVdRCpNAUhEarX03CI+23iYT9cfZn9Wvuv4ZTGh3JfQguHdmuoxl4hUmQKQiNQ6hSV2luxK5/ONR1i2OwOHs+x4oJ+FG7tG89s+zekR2xCTSY+5RKR6FIBEpFYoKXXwY0omX286StKOdPJL7K7XeseFcUevWIZdFk0Dq/7aEpFLp79JRMQwdoeTNfuP883mo3y3LY2cApvrtWZhAdzUrSm3xzfTooUi4nYKQCJSo5xOJ5sPn+TrTUf5dstRMvKKXa81CbJyY9dobureVI+4RMSjFIBExOMcDidbj5xk0fY0vt1yjNTsAtdrIf4+XN+lLPT0a9UYi6avi0gNUAASEY8oKXWwZv9xFm9PJ2lHOmm5Ra7XAnwtDOoUyU3dmnJluyZYfTSLS0RqlgKQiLjNsZOFrNiTxQ/JmSxPziSvqNT1WgM/C1e3j2BI50gGd4ok0E9//YiIcfQ3kIhUW2GJnTX7j7NiTxYr9mS6dl0/o0mQH4M7RTKkUxQJrRtrvR4RqTUUgESk0pxOJ7vS8vghOZMVe7JYeyDbtSIzlG1H0a1ZQ65s24Qr24XTo3mYxvSISK2kACQi5+V0Ojl8opB1mSa+n7eVn/Zlk3nWrC2ApqH+XNkunAFtw+nfpjENA/0MqlZEpPIUgETExe5wkpyex7oD2aw7cIJ1+7NPD162AMeAsgHM/Vo1YkDbcK5sF07r8Aaari4idY4CkIgXK7LZ2XrkJGv3Z7P+QDbrD54oN3AZwMdsIibQwZDuLbmmQyTxcWGatSUidZ4CkIiXsDuc7M08xeZDOWw5fJIth3PYeSyPEruj3HkN/Cz0bBFG77hG9IoLo0tUEN//bxE3DG2Hr6+vQdWLiLiXApBIPVRYYmdPRh67juWxMy2X7Udz2X7kZLn9tc5oEmSld1xZ4Okd14iO0cH4WMyu12022znXiIjUdQpAInWYw1E2SHlnWi67juWxO73s9/3H83E6zz0/0M9Cl5hQujUL5bJmDenWLJTmjQI1hkdEvI4CkEgdYLM7SM0uYF9mPvsyT7EvM5/kjDx2p+VRUEGvDkDjBn50jA6hfVQwHaND6NoslNbhQZqWLiKCApBIrZFfXMrhE4WkZhdwKLuAQycKSD1ewL6sfFKzC7A7KujSAfwsZtpGBtEhKoQOUcF0iA6mQ1QI4cHWGv4EIiJ1hwKQSA0oKXWQnltEem4RablFpJ0s+/Oxk0UcOlHI4ewCjueXXPAegX4WWjZpQMsmDWgVHkSbiCA6RgUT16QBvmeN2RERkYtTAKpBzooGZUidVWSzk51fwvFTJRzPL/7l9zPHThWTkVdM2smii4abM0IDfIltFEBsWCCxjcp+tT4deCJDrBqrIyLiJgpANWjR9jQe/e/P+JksTN75A0H+vjSw+tDA6kOQ1UKQ688+5Y4H+PoQ4Gch0M9CgK+FgDO/n/6z1cesfxirweFwkldcSm6hjdwiG7mFpad/t5FbdO7xk4Vlr+UVlXKy0Map4tKLv8lZ/CxmIkKsRIf6ExniT1SIP1Gh/jQLC3CFnRB/TTMXEakJtSIATZs2jcmTJ5OWlka3bt1466236NOnz3nPz8nJ4ZlnnuHzzz8nOzubFi1a8MYbb3DDDTdU+5414VSxHZvdiQ0T+TlFQJFb7ms28UswOh2OrD4W/HzM+FnM+J7+3epjxtdiKjvuY8bXUva71fLLn8sdP/NnixkfiwmzyYTJRNnvgOnsr01ldYAJs6nsNbMJTJS9Vv688tdD2Ro1pXYndocTm8Nx7td2J6UOJ6WnXysudVBks5/+5SC/yMau/WZWfrWDErvT9Vrh6dfPPreo1E5hiZ3iUsf5G7WSfMwmGgf50biB9fTvfjQOstKogR9NgvwID7a6wk6jBn4KqiIitYThAWju3LmMGzeOGTNm0LdvX9544w2GDh3K7t27iYiIOOf8kpISBg8eTEREBPPmzSMmJoaDBw/SsGHDat+zptzYNZrezUP47n/f07Pv5RTbywa+niq2c6rIRn6JnVPFpaePlf2eX1z2j3hBSdk/4AUlpRSWlP1DfmYBO4cT8kvsFa7x4l3MkHa4ylf5+5oJ8fclJMCXEH+f07/7EhLgc9bxX3/tQ+MgKyH+Pgo1IiJ1kOEBaMqUKYwaNYoHH3wQgBkzZjB//nxmz57N008/fc75s2fPJjs7m5UrV7pWpY2Li7uke9YUf18LTRsGEB0IPWIbXvKquqV2B4W2st6MQtsvQamsd8NOSamTEruDklIHttO/l5Q6XMdK7A5sZ3/969fKHXe6xjA5neBwOnFS9jtnfe16zVk25unMOadPKzt29vWnZzb5WMz4mE34mE1YLCZ8zGYsp7/2sZiwmMteP3PMz8dMgK8Ff18L/r5m/Cwmjhw8QOcObWng71vWC3b69YDT55x9vv/pPwf7+2hbBxERL2RoACopKWHDhg2MHz/edcxsNjNo0CBWrVpV4TVff/01CQkJJCYm8tVXXxEeHs7dd9/NU089hcViqdY9i4uLKS7+ZYfr3NxcoGwFXHevgnvmfu66r78F/AMshAV49z/iNpuNpKR9DL6iedWCpdOBzXbpj8LqM3f/zMov1Laeo7b1jNrerlWpy9AAlJWVhd1uJzIystzxyMhIdu3aVeE1+/btY+nSpYwcOZIFCxaQkpLCI488gs1mY+LEidW650svvcTzzz9/zvHFixcTGBhYzU93YUlJSR65r7dTu3qO2tZz1Laeo7b1jNrargUFBZU+1/BHYFXlcDiIiIhg5syZWCwW4uPjOXLkCJMnT2bixInVuuf48eMZN26c6+vc3FxiY2MZMmQIISEh7iodONNTkcTgwYO1saQbqV09R23rOWpbz1HbekZtb9czT3Aqw9AA1KRJEywWC+np6eWOp6enExUVVeE10dHR+Pr6YrH88sinY8eOpKWlUVJSUq17Wq1WrNZzV8319fX12DfYk/f2ZmpXz1Hbeo7a1nPUtp5RW9u1KjUZunysn58f8fHxLFmyxHXM4XCwZMkSEhISKrymf//+pKSk4HD8Mm4jOTmZ6Oho/Pz8qnVPERER8S6Gr58/btw4Zs2axQcffMDOnTsZPXo0+fn5rhlc9913X7kBzaNHjyY7O5uxY8eSnJzM/PnzmTRpEomJiZW+p4iIiHg3w8cA3XnnnWRmZjJhwgTS0tLo3r07CxcudA1iTk1NxWz+JafFxsayaNEinnjiCbp27UpMTAxjx47lqaeeqvQ9RURExLsZHoAAxowZw5gxYyp8bdmyZeccS0hIYPXq1dW+p4iIiHg3wx+BiYiIiNQ0BSARERHxOgpAIiIi4nUUgERERMTrKACJiIiI11EAEhEREa+jACQiIiJep1asA1TbOJ1OoGqbqlWWzWajoKCA3NzcWrmPSl2ldvUcta3nqG09R23rGbW9Xc/8u33m3/ELUQCqQF5eHlC26rSIiIjULXl5eYSGhl7wHJOzMjHJyzgcDo4ePUpwcDAmk8mt987NzSU2NpZDhw4REhLi1nt7M7Wr56htPUdt6zlqW8+o7e3qdDrJy8ujadOm5bbRqoh6gCpgNptp1qyZR98jJCSkVv7w1HVqV89R23qO2tZz1LaeUZvb9WI9P2doELSIiIh4HQUgERER8ToKQDXMarUyceJErFar0aXUK2pXz1Hbeo7a1nPUtp5Rn9pVg6BFRETE66gHSERERLyOApCIiIh4HQUgERER8ToKQCIiIuJ1FIBq0LRp04iLi8Pf35++ffuydu1ao0uqF3744QeGDx9O06ZNMZlMfPnll0aXVC+89NJL9O7dm+DgYCIiIhgxYgS7d+82uqx6Yfr06XTt2tW1mFxCQgLfffed0WXVOy+//DImk4nHH3/c6FLqvOeeew6TyVTuV4cOHYwu65IoANWQuXPnMm7cOCZOnMjGjRvp1q0bQ4cOJSMjw+jS6rz8/Hy6devGtGnTjC6lXlm+fDmJiYmsXr2apKQkbDYbQ4YMIT8/3+jS6rxmzZrx8ssvs2HDBtavX8+1117LzTffzPbt240urd5Yt24d77zzDl27djW6lHqjc+fOHDt2zPXrxx9/NLqkS6Jp8DWkb9++9O7dm6lTpwJl+43Fxsby6KOP8vTTTxtcXf1hMpn44osvGDFihNGl1DuZmZlERESwfPlyrrzySqPLqXcaNWrE5MmTefjhh40upc47deoUPXv25O233+bFF1+ke/fuvPHGG0aXVac999xzfPnll2zatMnoUtxGPUA1oKSkhA0bNjBo0CDXMbPZzKBBg1i1apWBlYlU3smTJ4Gyf6jFfex2Ox9//DH5+fkkJCQYXU69kJiYyLBhw8r9nSuXbs+ePTRt2pRWrVoxcuRIUlNTjS7pkmgz1BqQlZWF3W4nMjKy3PHIyEh27dplUFUiledwOHj88cfp378/Xbp0MbqcemHr1q0kJCRQVFREUFAQX3zxBZ06dTK6rDrv448/ZuPGjaxbt87oUuqVvn378v7779O+fXuOHTvG888/z4ABA9i2bRvBwcFGl1ctCkAiclGJiYls27atzj/zr03at2/Ppk2bOHnyJPPmzeP+++9n+fLlCkGX4NChQ4wdO5akpCT8/f2NLqdeuf76611/7tq1K3379qVFixZ88skndfaxrQJQDWjSpAkWi4X09PRyx9PT04mKijKoKpHKGTNmDN9++y0//PADzZo1M7qcesPPz482bdoAEB8fz7p163jzzTd55513DK6s7tqwYQMZGRn07NnTdcxut/PDDz8wdepUiouLsVgsBlZYfzRs2JB27dqRkpJidCnVpjFANcDPz4/4+HiWLFniOuZwOFiyZIme+Uut5XQ6GTNmDF988QVLly6lZcuWRpdUrzkcDoqLi40uo04bOHAgW7duZdOmTa5fvXr1YuTIkWzatEnhx41OnTrF3r17iY6ONrqUalMPUA0ZN24c999/P7169aJPnz688cYb5Ofn8+CDDxpdWp136tSpcv8Xsn//fjZt2kSjRo1o3ry5gZXVbYmJicyZM4evvvqK4OBg0tLSAAgNDSUgIMDg6uq28ePHc/3119O8eXPy8vKYM2cOy5YtY9GiRUaXVqcFBwefM0atQYMGNG7cWGPXLtGTTz7J8OHDadGiBUePHmXixIlYLBbuuusuo0urNgWgGnLnnXeSmZnJhAkTSEtLo3v37ixcuPCcgdFSdevXr+eaa65xfT1u3DgA7r//ft5//32Dqqr7pk+fDsDVV19d7vh7773HAw88UPMF1SMZGRncd999HDt2jNDQULp27cqiRYsYPHiw0aWJVOjw4cPcddddHD9+nPDwcK644gpWr15NeHi40aVVm9YBEhEREa+jMUAiIiLidRSARERExOsoAImIiIjXUQASERERr6MAJCIiIl5HAUhERES8jgKQiIiIeB0FIBEREfE6CkAiUus98MADjBgxwrD3v/fee5k0aVKlz8/KyiIiIoLDhw97sCoRuRRaCVpEDGUymS74+sSJE3niiSdwOp00bNiwZoo6y+bNm7n22ms5ePAgQUFBQNl+c8888wzLli0jOzubJk2aEB8fzyuvvEKHDh2Asr2TTpw4wbvvvlvjNYvIxSkAiYihzmyyCjB37lwmTJjA7t27XceCgoJcwcMIv/vd7/Dx8WHGjBkA2Gw2OnbsSPv27Xn22WeJjo7m8OHDfPfdd9x4443069cPgO3btxMfH8/Ro0dp1KiRYfWLSMX0CExEDBUVFeX6FRoaislkKncsKCjonEdgV199NY8++iiPP/44YWFhREZGMmvWLPLz83nwwQcJDg6mTZs2fPfdd+Xea9u2bVx//fUEBQURGRnJvffeS1ZW1nlrs9vtzJs3j+HDh7uObd++nb179/L222/Tr18/WrRoQf/+/XnxxRdd4Qegc+fONG3alC+++MJ9jSUibqMAJCJ10gcffECTJk1Yu3Ytjz76KKNHj+aOO+7g8ssvZ+PGjQwZMoR7772XgoICAHJycrj22mvp0aMH69evZ+HChaSnp/Ob3/zmvO+xZcsWTp48Sa9evVzHwsPDMZvNzJs3D7vdfsEa+/Tpw4oVK9zzgUXErRSARKRO6tatG3/9619p27Yt48ePx9/fnyZNmjBq1Cjatm3LhAkTOH78OFu2bAFg6tSp9OjRg0mTJtGhQwd69OjB7Nmz+f7770lOTq7wPQ4ePIjFYiEiIsJ1LCYmhn/+859MmDCBsLAwrr32Wl544QX27dt3zvVNmzbl4MGDnmkAEbkkCkAiUid17drV9WeLxULjxo257LLLXMciIyMByMjIAMoGM3///feuMUVBQUGuAct79+6t8D0KCwuxWq3nDNROTEwkLS2Njz76iISEBD799FM6d+5MUlJSufMCAgJcPVAiUrv4GF2AiEh1+Pr6lvvaZDKVO3YmtDgcDgBOnTrF8OHDeeWVV865V3R0dIXv0aRJEwoKCigpKcHPz6/ca8HBwQwfPpzhw4fz4osvMnToUF588UUGDx7sOic7O5vw8PDqfUAR8SgFIBHxCj179uSzzz4jLi4OH5/K/dXXvXt3AHbs2OH6c0VMJhMdOnRg5cqV5Y5v27aNq6++upoVi4gn6RGYiHiFxMREsrOzueuuu1i3bh179+5l0aJFPPjgg+cdzBweHk7Pnj358ccfXcc2bdrEzTffzLx589ixYwcpKSm8++67zJ49m5tvvtl1XkFBARs2bGDIkCEe/2wiUnUKQCLiFZo2bcpPP/2E3W5nyJAhXHbZZTz++OM0bNgQs/n8fxX+7ne/46OPPnJ93axZM+Li4nj++efp27cvPXv25M033+T555/nmWeecZ331Vdf0bx5cwYMGODRzyUi1aOFEEVELqCwsJD27dszd+5cEhISKn1dv379eOyxx7j77rs9WJ2IVJd6gERELiAgIIAPP/zwggsm/lpWVha33nord911lwcrE5FLoR4gERER8TrqARIRERGvowAkIiIiXkcBSERERLyOApCIiIh4HQUgERER8ToKQCIiIuJ1FIBERETE6ygAiYiIiNdRABIRERGv8//DO38wWrLJbAAAAABJRU5ErkJggg==", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -169,19 +172,17 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -191,19 +192,17 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -213,19 +212,17 @@ }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -235,19 +232,17 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 13, "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -257,7 +252,7 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -291,134 +286,112 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "data": { - "image/png": "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", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjsAAAHHCAYAAABZbpmkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAABOiUlEQVR4nO3de3zO9f/H8ee12YbZIWxGzpScj9H4km+YU0KKkJxSXzbCV6Qc61tK/FI5VN/KpISciiRD5jQ55ft1KEqKb8wxm+Ps8Pn9oeviss02dr2vuTzut5tbrs/nc30+r+u9rT293+/P+2OzLMsSAACAh/JydwEAAACuRNgBAAAejbADAAA8GmEHAAB4NMIOAADwaIQdAADg0Qg7AADAoxF2AACARyPsAAAAj0bYwR0tLS1N1apV06uvvuruUox54IEHNHz4cHeX4VI2m03jxo1zdxl3pN9++002m03R0dGObePGjZPNZnNLPRMnTtR9992ntLS0Wz7XE088oc6dO+dCVTCNsIM8JTo6WjabTdu2bXPanpCQoPr16yt//vxasWJFrl3v888/1+HDhxUVFZWuBpvNpg0bNqR7j2VZKlWqlGw2mx5++GHH9lOnTunNN99UkyZNFBISouDgYD3wwAOaN29eptdPS0tTSEiIJk6cKElq2rSpbDab7rnnngyPj4mJcdS2YMECx/atW7cqKipKVatWlb+/v0qXLq3OnTtr//796c4xYsQITZs2TfHx8Vk3UC5IS0vTJ598ohYtWqho0aLy8fFRaGioIiIi9MEHHygpKclIHbeiV69eKlSokLvLuGnXfk/bbDbly5dPd999t3r16qU//vjD3eW5TGJiot544w2NGDFCXl5Xf93Z2+Hpp5/O8H0vvfSS45iTJ086to8YMUILFy7Uf/7zH5fXjtxF2EGel5iYqIiICP33v//V4sWL1apVq1w795tvvqknnnhCQUFB6fblz59fc+bMSbc9NjZW//vf/+Tn5+e0PS4uTi+99JIKFy6sUaNG6dVXX1XBggX1xBNPaOzYsRlef8uWLTp58qTatm3rdN1ffvlFW7ZsSXf8Z599pvz586fb/sYbb2jhwoVq1qyZ3n77bT3zzDNat26d6tSpo927dzsd2759ewUGBmr69OkZN0ouunjxotq0aaOePXvqwoULGjZsmD744AONGDFC+fPn14ABAzRgwACXXHfUqFG5ft7b3csvv6zZs2frvffeU+vWrfXpp5/qwQcf1KVLl1x63VGjRunixYsuvUZGPv74Y6WkpKhr167p9uXPn18LFy7U5cuX0+37/PPPM/w5q127turVq6fJkye7pF64kAXkITNnzrQkWVu3brUsy7ISExOtBx54wPL19bWWLVuWq9fasWOHJclatWpVhjU8+uijVtGiRa3k5GSn/f369bPq1q1rlSlTxmrbtq1j+6+//mr99ttvTsempaVZDz30kOXn52edO3cuXQ2jR4+2ypQp43j94IMPWlWrVrUqVapkDR482OnYixcvWoGBgVanTp0sSdYXX3zh2Ldx40YrKSnJ6fj9+/dbfn5+Vvfu3dNdNyoqyipTpoyVlpaWSevkjmeffdaSZE2ZMiXD/fv377emTZt2w3MkJyen+2ym9ezZ0/L393drDVnJ6PvL7vqfK7sRI0ZYkqx58+blWh0HDx60JFkzZ87MtXPerBo1alhPPvlkuu2SrA4dOlheXl7WkiVLnPZt3LjRkuT4OTtx4oTT/kmTJln+/v7W2bNnXVo7chc9O8izzp07p1atWmnHjh1auHChU++HdHVo4Y8//lCHDh1UqFAhhYSEaNiwYUpNTc3y/EuWLJGvr6+aNGmS4f6uXbvq1KlTiomJcWy7fPmyFixYoG7duqU7vly5cipTpozTNpvNpg4dOigpKUm//vpruvd8/fXX6T6X/drz5s1zmmewdOlSXbhwIcM5Aw0bNpSvr6/TtnvuuUdVq1bVjz/+mO74Fi1a6Pfff9fOnTvTf/BrjB07Vl5eXlq9erXT9meeeUa+vr437M4/fPiwPvzwQ7Vq1UrPPfdchsfcc889Tj079vkekyZN0pQpU1ShQgX5+flp7969unz5ssaMGaO6desqKChI/v7+aty4sb777rt0571+zo59zsgvv/yiXr16KTg4WEFBQerdu7cuXLhwwzbITNmyZfXwww9rw4YNjiHW8uXL65NPPnE6zj6EtHHjRg0dOlQhISHy9/dXx44ddeLEiXTn/eabb9S4cWP5+/srICBAbdu21Z49e5yOsX/vHzhwQG3atFFAQIC6d++e48/QuHFjSdKBAwcc23LSzmfOnFGvXr0UFBSk4OBg9ezZU2fOnEl33PVzdjKa12N3/dfu7NmzGjx4sMqWLSs/Pz+FhoaqRYsW2rFjxw0/28GDB/Xf//5XzZs3z3D/3XffrSZNmqTrvf3ss89UvXp1VatWLcP3tWjRQufPn3f6/wLyPsIO8qTz58+rdevW2rp1q7744gunuTHXSk1NVcuWLVWkSBFNmjRJDz74oCZPnqwPPvggy2ts2rRJ1apVk4+PT4b7y5Ytq/DwcH3++eeObd98840SEhL0xBNPZPuz2OfGFC1aNN32H374QW3atEn3nm7duuno0aNau3atY9ucOXPUrFkzhYaGZuu6lmXp2LFj6a4rSXXr1pUkbdy48YbnGDVqlGrVqqW+ffvq7NmzkqRvv/1W//73vzVmzBjVrFkz0/d+8803Sk1N1ZNPPpmteq81c+ZMvfvuu3rmmWc0efJkFS5cWImJifrwww/VtGlTvfHGGxo3bpxOnDihli1bZhna7Dp37qyzZ89qwoQJ6ty5s6KjozV+/Pgc12f3yy+/6LHHHlOLFi00efJk3XXXXerVq1e6cCJJAwcO1H/+8x+NHTtW/fv319KlS53miknS7Nmz1bZtWxUqVEhvvPGGRo8erb179+pvf/ubfvvtN6djU1JS1LJlS4WGhmrSpEnq1KlTjuu3n/Ouu+5ybMtuO1uWpfbt22v27Nl68skn9a9//Uv/+9//1LNnzxzXcSP/+Mc/NGPGDHXq1EnTp0/XsGHDVKBAgQxD/LU2bdokSapTp06mx3Tr1k1Lly7VuXPnJF1p0y+++CLDf8zYValSRQUKFMjyZwd5jLu7loBr2bvby5QpY/n4+KTrYr5Wz549LUnWyy+/7LS9du3aVt26dbO8VsmSJa1OnTplWsPWrVutqVOnWgEBAdaFCxcsy7Ksxx9/3Pr73/9uWZaVbhgrI6dOnbJCQ0Otxo0bp9v30UcfWQUKFHCc27KuDmNZlmXVq1fP6tu3r2VZlvXnn39avr6+1qxZs6zvvvsu3TBWRmbPnm1Jsj766KMM9/v6+lr9+/e/4Tksy7J27dpl+fr6Wk8//bT1559/WnfffbdVr169dMN71xsyZIglydq5c6fT9qSkJOvEiROOPydPnnTssw+BBAYGWsePH3d6X0pKSrrhrD///NMqVqyY1adPH6ftkqyxY8c6Xo8dO9aSlO64jh07WkWKFMmyDTIaxipTpowlyVq3bp1j2/Hjxy0/Pz/rn//8p2Ob/fupefPmTsOGQ4YMsby9va0zZ85YlmVZZ8+etYKDg61+/fo5XSc+Pt4KCgpy2m7/3n/hhReyrP3aGlatWmWdOHHCOnz4sLVgwQIrJCTE8vPzsw4fPuw4NrvtvGTJEkuSNXHiRKf3Nm7cON0wlr397W401HX91y4oKMiKjIzM1ue81qhRoyxJGQ43SbIiIyOt06dPW76+vtbs2bMty7Ksr7/+2rLZbNZvv/3mqPn6YSzLsqx7773Xat26dY5rgvvQs4M86dixY8qfP79KlSqV5bH/+Mc/nF43btw4wyGj6506dcrpX7QZ6dy5sy5evKhly5bp7NmzWrZs2Q3/1XettLQ0de/eXWfOnNG7776bbv/y5cv197//XQUKFMjw/d26ddOiRYscQ2fe3t7q2LFjtq79008/KTIyUuHh4Zn+S/uuu+5yutMkM9WqVdP48eP14YcfqmXLljp58qRmzZqlfPny3fB9iYmJkpTuLqbly5crJCTE8ef6oT9J6tSpk0JCQpy2eXt7O4bq0tLSdPr0aaWkpKhevXpZDmnYZfS9curUKUetOVWlShXHUJAkhYSEqFKlShl+/z3zzDNOQzmNGzdWamqqfv/9d0lX7rQ7c+aMunbtqpMnTzr+eHt7q0GDBhkOI/Xv3z9H9TZv3lwhISEqVaqUHnvsMfn7++urr75SyZIlHcdkt52XL1+ufPnyOdXg7e2tgQMH5qimrAQHB+v777/XkSNHcvS+U6dOKV++fDe8i+6uu+5Sq1atHL23c+bMUcOGDTP8nrz+fdn52UHeQdhBnvT+++/L19dXrVq10r59+zI9Ln/+/Ol+Kd511136888/s3Udy7JuuD8kJETNmzfXnDlztGjRIqWmpuqxxx7L1rkHDhyoFStW6MMPP0w33JOcnKyYmJgM5+vYPfHEE0pISNA333yjzz77TA8//LACAgKyvG58fLzatm2roKAgR0jKiGVZ2V775Pnnn1fNmjW1ZcsWjR07VlWqVMnyPfZa7UMEdo0aNVJMTIxiYmIUERGR4XvLlSuX4fZZs2apRo0ayp8/v4oUKaKQkBB9/fXXSkhIyNbnKF26tNNre9jN7vdLVueznzOj82V17Z9//lmS9NBDDzmFwZCQEK1cuVLHjx93en++fPmcQkp2TJs2TTExMVqwYIHatGmjkydPprurUMpeO//+++8qXrx4ujBRqVKlHNWUlYkTJ2r37t0qVaqU6tevr3HjxmXrHzPZ1a1bN8XExOjQoUNasmRJtv4xk5OfHeQNN/6nGeAmVapU0fLly9WsWTO1aNFCGzduzLCXJ7Nf5NlRpEiRbP2S69atm/r166f4+Hi1bt1awcHBWb5n/Pjxmj59ul5//XX16NEj3f4NGzYoMTExw/k6dsWLF1fTpk01efJkbdy4UQsXLszyugkJCWrdurXOnDmj9evXq0SJEpkee+bMmQzn82Tk119/dfwy3rVrV7bec99990mSdu/e7RT27AFSkj799NMM35tRb9enn36qXr16qUOHDnr++ecVGhoqb29vTZgwwWmC7Y3cKPjdjJycL6tj7ZPRZ8+erbCwsHTHXd+T5ufn57R2THbUr19f9erVkyR16NBBf/vb39StWzft27fPEVpyo52zkllQyOjGgs6dO6tx48ZavHixVq5cqTfffFNvvPGGFi1apNatW2d6jSJFiiglJUVnz5694T8SHnnkEfn5+alnz55KSkrK1qKBf/75Z6ZrYSFvomcHeVb9+vW1ZMkSHT9+XC1atMjwzpVbcd999+ngwYNZHtexY0d5eXlp8+bN2fpX37Rp0zRu3DgNHjxYI0aMyPCYr7/+WlWqVFHZsmVveK5u3bpp/fr1CgwMvGEwkqRLly6pXbt22r9/v5YtW3bD3pc//vhDly9fVuXKlbP8PGlpaerVq5cCAwP14osv6vPPP9eiRYuyfF/r1q3l7e2tzz77LMtjs2PBggUqX768Fi1apB49eqhly5Zq3ry5y9eIMaVChQqSpNDQUDVv3jzdn6ZNm+bq9ewB5siRI5o6dapje3bbuUyZMjp69Gi6nrsb9cTa2Xu1rr9zyz6kd73ixYtrwIABWrJkiQ4ePKgiRYpkueq5PWxn9TNeoEABdejQQWvXrnUsfHkjKSkpOnz4cLZ+dpB3EHaQpzVr1kyff/65fvnlF7Vq1eqm51ZkJDw8XLt3785yBd9ChQppxowZGjdunNq1a3fDY+fNm6dBgwape/fu+r//+79Mj1u+fPkNh7DsHnvsMY0dO1bTp09Pd2v5tVJTU9WlSxfFxcXpiy++UHh4+A3Pu337dklXblnPyv/93/9p06ZN+uCDD/TKK6+oYcOG6t+/f5ZzFkqXLq0+ffrom2++cfpleq2c9KjYe0aufc/333+vuLi4bJ8jL2vZsqUCAwP12muvKTk5Od3+3A770pUVu+vXr68pU6Y4wkx227lNmzZKSUnRjBkzHNtSU1MznJ92vcDAQBUtWlTr1q1z2n79QpepqanphihDQ0NVokSJLH9u7T8D16/GnpFhw4Zp7NixGj16dJbH7t27V5cuXcrWzw7yDoaxkOd17NhR//73v9WnTx898sgjWrFiRYarm+ZU+/bt9corryg2NjbTuSN22bmddsuWLXrqqadUpEgRNWvWLF2PRsOGDVW+fHkdPHhQP/74o9MvicwEBQVl6xlP//znP/XVV1+pXbt2On36dLrhoetv/46JiVHp0qVVu3btG573xx9/1OjRo9WrVy9H0IuOjlatWrU0YMAAzZ8//4bvnzJlig4ePKiBAwdq7ty5ateunUJDQ3Xy5Elt3LhRS5cuzfYcj4cffliLFi1Sx44d1bZtWx08eFDvvfeeqlSpkq534XYUGBioGTNmqEePHqpTp46eeOIJhYSE6NChQ/r666/VqFGjTEPjrXj++ef1+OOPKzo6Wv/4xz+y3c7t2rVTo0aN9MILL+i3335TlSpVtGjRomzPn3r66af1+uuv6+mnn1a9evW0bt26dI83OXv2rEqWLKnHHntMNWvWVKFChbRq1Spt3bo1y1WMy5cvr2rVqmnVqlXq06fPDY+tWbPmDZdRuFZMTIwKFiyoFi1aZOt45A2EHdwWevfurdOnT2vYsGF6/PHHtXjx4ls+Z926dVWjRg3Nnz8/y7CTHfaF706cOJHh/1xnzpyp8uXLa/ny5QoKClKjRo1u+Zp29vVPli5dqqVLl6bbf23YSUtL08KFC9W3b98bTrJMTU1Vz549VbRoUU2ZMsWx/Z577tGECRP03HPPaf78+Tec41CwYEGtWLFCs2fP1uzZszVx4kQlJiYqODhYNWvW1PTp07O9LkuvXr0UHx+v999/X99++62qVKmiTz/9VF988YXTekS3s27duqlEiRJ6/fXX9eabbyopKUl33323GjdurN69e7vkmo8++qgqVKigSZMmqV+/ftluZy8vL3311VcaPHiwPv30U9lsNj3yyCOaPHlyliFaksaMGaMTJ05owYIFmj9/vlq3bq1vvvnGaR2pggULasCAAVq5cqUWLVqktLQ0VaxYUdOnT8/WnWh9+vTRmDFjdPHixUzvesypL774Qo8++mi2bhZA3mGzbnZmHuABZs+ercjISB06dChbE49zQ5s2bVSoUKEse0VcxX7HyYEDB1S8eHG31ACYkJCQoPLly2vixInq27fvLZ9v586dqlOnjnbs2KFatWrdeoEwhjk7uKN1795dpUuX1rRp04xds2nTphoyZIix613vjTfeUFRUFEEHHi8oKEjDhw/Xm2++6fTolZv1+uuv67HHHiPo3Ibo2QEAAB6Nnh0AAODRCDsAAMCjEXYAAIBHI+wAAACPxjo7urLuyJEjRxQQEMDD3QAAuE1YlqWzZ8+qRIkSN3xWHGFH0pEjRzJ8yCQAAMj7Dh8+rJIlS2a6n7AjOVbCPHz4sAIDA3PtvMnJyVq5cqUiIiLk4+OTa+cFbetKtK1r0K6uQ9u6Tl5v28TERJUqVSrLFa0JO5Jj6CowMDDXw07BggUVGBiYJ79Jbme0revQtq5Bu7oObes6t0vbZjUFhQnKAADAoxF2AACARyPsAAAAj0bYAQAAHo2wAwAAPBphBwAAeDTCDgAA8GiEHQAA4NEIOwAAwKMRdgAAgEcj7AAAAI9G2AEAAB6NsGPIpeRUpaZZ7i4DAIA7DmHHgAuXU3T/q6v06IxN7i4FAIA7DmHHgO2HzujspRT95/AZd5cCAMAdh7BjmGUxlAUAgEmEHcOSUtLcXQIAAHcUwo4BNtkcf09KJuwAAGASYceA1LSrAScpJdWNlQAAcOch7Bhw7dAVw1gAAJhF2DHAOezQswMAgEmEHQMuXTNP5xJzdgAAMIqwY8Dla3pz6NkBAMAswo4BTsNY9OwAAGAUYceAa8POJXp2AAAwirBjwLXzdOjZAQDALMKOAUlOc3YIOwAAmETYMeDytcNYyQxjAQBgEmHHgLOXUhx/T0njQaAAAJhE2DHgz4vJjr+n8dRzAACMIuwYcObCNWGHnh0AAIwi7BhwbdhJJesAAGAUYceFkpJTdTlVOnPxsmMbPTsAAJiVz90FeLJHpsfp15P5JF2doJzKnB0AAIyiZ8ewVHp2AAAwirDjQov7P6CJ9VO0c9RD6lKvlCTJomcHAACjCDsuVNA3n/y8JX+/fPL2tkmSUllAGQAAowg7hnjb/go79OwAAGAUYccQb68rYYe7sQAAMIuwY8hfHTusoAwAgGGEHUMYxgIAwD0IO4YwjAUAgHsQdgzx8uJuLAAA3IGwY4gXc3YAAHALwo4h9jk7hB0AAMwi7BhydRiLsAMAgEmEHUPo2QEAwD0IO4bQswMAgHsQdgzxcvTsuLkQAADuMIQdQ7z/amnW2QEAwCzCjiFerKAMAIBbEHYMcYQdenYAADCKsGOI/XERdOwAAGAWYccQ7sYCAMA9CDuG8NRzAADcg7BjiOPZWPTsAABgFGHHEMcwFj07AAAYRdgxxJtFBQEAcAvCjiH2u7EYxgIAwCzCjiF/dexwNxYAAIYRdgzxZs4OAABuQdgxxD5nxyLsAABgFGHHEBYVBADAPQg7hlx9EKibCwEA4A5D2DHE+6+W5m4sAADMcmvYmTBhgu6//34FBAQoNDRUHTp00L59+5yOiY+PV48ePRQWFiZ/f3/VqVNHCxcudDrm9OnT6t69uwIDAxUcHKy+ffvq3LlzJj9Klrwc6+wQdgAAMMmtYSc2NlaRkZHavHmzYmJilJycrIiICJ0/f95xzFNPPaV9+/bpq6++0q5du/Too4+qc+fO+uGHHxzHdO/eXXv27FFMTIyWLVumdevW6ZlnnnHHR8qUYxiLnh0AAIzK586Lr1ixwul1dHS0QkNDtX37djVp0kSStGnTJs2YMUP169eXJI0aNUpvvfWWtm/frtq1a+vHH3/UihUrtHXrVtWrV0+S9O6776pNmzaaNGmSSpQoYfZDZcKxqCA9OwAAGOXWsHO9hIQESVLhwoUd2xo2bKh58+apbdu2Cg4O1vz583Xp0iU1bdpUkhQXF6fg4GBH0JGk5s2by8vLS99//706duyY7jpJSUlKSkpyvE5MTJQkJScnKzk5Odc+j/1cycnJstJSJUkpqVauXuNOdW3bInfRtq5Bu7oObes6eb1ts1tXngk7aWlpGjx4sBo1aqRq1ao5ts+fP19dunRRkSJFlC9fPhUsWFCLFy9WxYoVJV2Z0xMaGup0rnz58qlw4cKKj4/P8FoTJkzQ+PHj021fuXKlChYsmIuf6oqYmBgdSJSkfDp77pyWL1+e69e4U8XExLi7BI9F27oG7eo6tK3r5NW2vXDhQraOyzNhJzIyUrt379aGDRucto8ePVpnzpzRqlWrVLRoUS1ZskSdO3fW+vXrVb169Zu61siRIzV06FDH68TERJUqVUoREREKDAy8pc9xreTkZMXExKhFixYqduSc3tmzVQUL+qtNm7/l2jXuVNe2rY+Pj7vL8Si0rWvQrq5D27pOXm9b+8hMVvJE2ImKinJMLC5ZsqRj+4EDBzR16lTt3r1bVatWlSTVrFlT69ev17Rp0/Tee+8pLCxMx48fdzpfSkqKTp8+rbCwsAyv5+fnJz8/v3TbfXx8XPLFvHLeK01t/fUaucNVXzPQtq5Cu7oObes6ebVts1uTW+/GsixLUVFRWrx4sdasWaNy5co57bd3T3l5OZfp7e2ttLQ0SVJ4eLjOnDmj7du3O/avWbNGaWlpatCggYs/QfbZ7I+LEBOUAQAwya09O5GRkZozZ46+/PJLBQQEOObYBAUFqUCBArrvvvtUsWJFPfvss5o0aZKKFCmiJUuWOG4xl6TKlSurVatW6tevn9577z0lJycrKipKTzzxRJ65E0u6Zp2dNDcXAgDAHcatPTszZsxQQkKCmjZtquLFizv+zJs3T9KV7qnly5crJCRE7dq1U40aNfTJJ59o1qxZatOmjeM8n332me677z41a9ZMbdq00d/+9jd98MEH7vpYGbL99V8eBAoAgFlu7dnJzi/+e+65J92KydcrXLiw5syZk1tluYSXYxgLAACYxLOxDPkr67CoIAAAhhF2DLkadtxbBwAAdxrCjiGOYSzCDgAARhF2DLkadkg7AACYRNgxhDk7AAC4B2HHkL8ees7dWAAAGEbYMcTmWFSQuAMAgEmEHUOuLiro1jIAALjjEHYMYVFBAADcg7BjiOPZWHTtAABgFGHHEPvdWGQdAADMIuwYwq3nAAC4B2HHEFZQBgDAPQg7hjiGsZiiDACAUYQdQ65OUHZzIQAA3GEIO4YwZwcAAPcg7BhiE3N2AABwB8KOIfZnY0k8+RwAAJMIO4bY5+xIzNsBAMAkwo4hNnp2AABwC8KOITZ6dgAAcAvCjiHXztnhjiwAAMwh7Bhybc8OAAAwh7BjCD07AAC4B2HHEO7GAgDAPQg7bsDdWAAAmEPYMYSeHQAA3IOwYwgrKAMA4B6EHUOuvRuLrAMAgDmEHUO4GwsAAPcg7Bji1LPjxjoAALjTEHYMsucdenYAADCHsGOQ/Y4ssg4AAOYQdgyyz9sh7AAAYA5hxyCbrqQdhrEAADCHsGMQc3YAADCPsGMQc3YAADCPsGOQjTk7AAAYR9gxyN6zwzAWAADmEHYMcvTsuLcMAADuKIQdg+xrKNOzAwCAOYQdg7y87BOUCTsAAJhC2DGIu7EAADCPsGPQ1WEst5YBAMAdhbBjkI27sQAAMI6wYxDPxgIAwDzCjkE8LgIAAPMIOwbZJygDAABzCDsGsYIyAADmEXbcgLuxAAAwh7BjkNdfrc2iggAAmEPYMejqMJabCwEA4A5C2DHIPj2Znh0AAMwh7BjkeFyEm+sAAOBOQtgxyLHODuNYAAAYQ9gxyMacHQAAjCPsGOR4XAQDWQAAGEPYMcgxZ4esAwCAMYQdN2AFZQAAzCHsGETPDgAA5hF2DLKvoEzPDgAA5rg17EyYMEH333+/AgICFBoaqg4dOmjfvn3pjouLi9NDDz0kf39/BQYGqkmTJrp48aJj/+nTp9W9e3cFBgYqODhYffv21blz50x+lGyxiZ4dAABMc2vYiY2NVWRkpDZv3qyYmBglJycrIiJC58+fdxwTFxenVq1aKSIiQlu2bNHWrVsVFRUlL6+rpXfv3l179uxRTEyMli1bpnXr1umZZ55xx0e6Ie7GAgDAvHzuvPiKFSucXkdHRys0NFTbt29XkyZNJElDhgzRoEGD9MILLziOq1SpkuPvP/74o1asWKGtW7eqXr16kqR3331Xbdq00aRJk1SiRAkDnySb7OvspLm5DgAA7iB5as5OQkKCJKlw4cKSpOPHj+v7779XaGioGjZsqGLFiunBBx/Uhg0bHO+Ji4tTcHCwI+hIUvPmzeXl5aXvv//e7AfIguPZWG6tAgCAO4tbe3aulZaWpsGDB6tRo0aqVq2aJOnXX3+VJI0bN06TJk1SrVq19Mknn6hZs2bavXu37rnnHsXHxys0NNTpXPny5VPhwoUVHx+f4bWSkpKUlJTkeJ2YmChJSk5OVnJycq59Jvu5rp7zSsxJSUnJ1evcidK3LXILbesatKvr0Lauk9fbNrt15ZmwExkZqd27dzv12qT9Nd7z7LPPqnfv3pKk2rVra/Xq1fr44481YcKEm7rWhAkTNH78+HTbV65cqYIFC97UOW8kJiZGknTmT29JNm3bvl2XD9K/kxvsbYvcR9u6Bu3qOrSt6+TVtr1w4UK2jssTYScqKsoxsbhkyZKO7cWLF5ckValSxen4ypUr69ChQ5KksLAwHT9+3Gl/SkqKTp8+rbCwsAyvN3LkSA0dOtTxOjExUaVKlVJERIQCAwNz5TNJVxJnTEyMWrRoIR8fH33yxxb9du6M6tSpo4gqxXLtOnei69sWuYe2dQ3a1XVoW9fJ621rH5nJilvDjmVZGjhwoBYvXqy1a9eqXLlyTvvLli2rEiVKpLsdff/+/WrdurUkKTw8XGfOnNH27dtVt25dSdKaNWuUlpamBg0aZHhdPz8/+fn5pdvu4+Pjki+m/bxef92O5eXlnSe/aW5HrvqagbZ1FdrVdWhb18mrbZvdmnIcdn788UfNnTtX69ev1++//64LFy4oJCREtWvXVsuWLdWpU6cMg0RGIiMjNWfOHH355ZcKCAhwzLEJCgpSgQIFZLPZ9Pzzz2vs2LGqWbOmatWqpVmzZumnn37SggULJF3p5WnVqpX69eun9957T8nJyYqKitITTzyRt+7E0jXr7Li5DgAA7iTZDjs7duzQ8OHDtWHDBjVq1EgNGjRQx44dVaBAAZ0+fVq7d+/WSy+9pIEDB2r48OEaPHhwlqFnxowZkqSmTZs6bZ85c6Z69eolSRo8eLAuXbqkIUOG6PTp06pZs6ZiYmJUoUIFx/GfffaZoqKi1KxZM3l5ealTp0565513svvRzLGvs0PaAQDAmGyHnU6dOun555/XggULFBwcnOlxcXFxevvttzV58mS9+OKLNzynlc3f+i+88ILTOjvXK1y4sObMmZOtc7nT1VvPSTsAAJiS7bCzf//+bI2NhYeHKzw8PM/epuZONnp2AAAwLtuLCuZ0YlJenMjkbszZAQDAvByvoHzx4kVt2LBBe/fuTbfv0qVL+uSTT3KlME90tWeHuAMAgCk5Cjv79+9X5cqV1aRJE1WvXl0PPvigjh496tifkJDgWPwP6dnDDgAAMCdHYWfEiBGqVq2ajh8/rn379ikgIECNGjVyLPCHG3MMY9GxAwCAMTkKO5s2bdKECRNUtGhRVaxYUUuXLlXLli3VuHFjx3OskDnHMBazdgAAMCZHYefixYvKl+/qDVw2m00zZsxQu3bt9OCDD2r//v25XqAnsf2Vdv565BcAADAgRyso33fffdq2bZsqV67stH3q1KmSpEceeST3KvNAV9fZAQAApuSoZ6djx476/PPPM9w3depUde3alTuNboC7sQAAMC9HYWfkyJFavnx5pvunT5+uNMZoMkXPDgAA5uV4nR3cPNvVGcoAAMCQHM3Z6dOnT7aO+/jjj2+qGE/Hs7EAADAvR2EnOjpaZcqUUe3atZl3chN4NhYAAOblKOz0799fn3/+uQ4ePKjevXvrySefVOHChV1Vmwfi2VgAAJiWozk706ZN09GjRzV8+HAtXbpUpUqVUufOnfXtt9/S05MN9OwAAGBejico+/n5qWvXroqJidHevXtVtWpVDRgwQGXLltW5c+dcUaPHYM4OAADm3dLdWF5eXrLZbLIsS6mpqblVk8fysq+gTNYBAMCYHIedpKQkff7552rRooXuvfde7dq1S1OnTtWhQ4dUqFAhV9ToMRxPPWccCwAAY3I0QXnAgAGaO3euSpUqpT59+ujzzz9X0aJFXVWbx2GZHQAAzMtR2HnvvfdUunRplS9fXrGxsYqNjc3wuEWLFuVKcZ7GZr8bi7QDAIAxOQo7Tz311NVVgJFzPBsLAADjcryoIG4ez8YCAMC8HE1QLl26tKKiohQTE6OUlBRX1eSx7L1idOwAAGBOjsLO7Nmz5efnpwEDBqho0aLq0qWLPvvsM505c8ZF5XkWenYAADAvR2HnwQcf1OTJk/Xzzz9r48aNqlWrlt59912FhYXpoYce0pQpU/Trr7+6qtbbno05OwAAGHfTiwpWrVpVI0eO1ObNm/Xbb7+pa9euWr16tapVq6Zq1arp66+/zs06PQJTuwEAMC9HE5QzExYWpn79+qlfv346f/68Vq5cKT8/v9w4tUe5uoIyPTsAAJiSK2HnWv7+/urYsWNun9Yz8CBQAACMy9EwVnJysoYPH66KFSuqfv36+vjjj532Hzt2TN7e3rlaoCdxLCro5joAALiT5CjsvPrqq/rkk0/0j3/8QxERERo6dKieffZZp2OYfJs5Gz07AAAYl6NhrM8++0wffvihHn74YUlSr1691Lp1a/Xu3dvRy8MKy5m7eus5aQcAAFNy1LPzxx9/qFq1ao7XFStW1Nq1a7Vp0yb16NFDqampuV6gJ6FnBwAA83IUdsLCwnTgwAGnbXfffbe+++47bd26Vb169crN2jyOjZvPAQAwLkdh56GHHtKcOXPSbS9RooTWrFmjgwcP5lphnohFBQEAMC9Hc3ZGjx6tn376KcN9d999t2JjYxUTE5MrhXkihrEAADAvR2GnTJkyKlOmTKb7S5QooZ49e95yUZ6LW88BADAtR2Fn3bp12TquSZMmN1WMp/OiZwcAAONyFHaaNm3quLU8s3knNpuNu7IyYR/G4nERAACYk6Owc9dddykgIEC9evVSjx49VLRoUVfV5ZFYQRkAAPNydDfW0aNH9cYbbyguLk7Vq1dX3759tWnTJgUGBiooKMjxBxlzrLdIzw4AAMbkKOz4+vqqS5cu+vbbb/XTTz+pRo0aioqKUqlSpfTSSy8pJSXFVXV6hKsrKAMAAFNyFHauVbp0aY0ZM0arVq3Svffeq9dff12JiYm5WZvHuTrfyc2FAABwB7mpsJOUlKQ5c+aoefPmqlatmooWLaqvv/5ahQsXzu36PBLPxgIAwJwcTVDesmWLZs6cqblz56ps2bLq3bu35s+fT8jJJhYVBADAvByFnQceeEClS5fWoEGDVLduXUnShg0b0h33yCOP5E51Hoa7sQAAMC9HYUeSDh06pFdeeSXT/ayzkzl6dgAAMC9HYSctLc1VddwRHCso07cDAIAxN303FnKOu7EAADAv22Fn8+bN2T7phQsXtGfPnpsqyJNdXVOQtAMAgCnZDjs9evRQy5Yt9cUXX+j8+fMZHrN37169+OKLqlChgrZv355rRXoM5uwAAGBctufs7N27VzNmzNCoUaPUrVs33XvvvSpRooTy58+vP//8Uz/99JPOnTunjh07auXKlapevbor674tcTcWAADmZTvs+Pj4aNCgQRo0aJC2bdumDRs26Pfff9fFixdVs2ZNDRkyRH//+99Zc+cGuBsLAADzcnzruSTVq1dP9erVy+1aPN7VZ2ORdgAAMIW7sQyiZwcAAPMIOwbZHH07AADAFMKOQVd7dujaAQDAFMKOQVfn7AAAAFMIOwbZV1BOo2cHAABjbupuLElavXq1Vq9erePHj6d7ZtbHH398y4V5IiYoAwBg3k2FnfHjx+vll19WvXr1VLx4cUePBW6MRQUBADDvpsLOe++9p+joaPXo0SO36/Fo9OwAAGDeTc3ZuXz5sho2bJjbtXi8q/1fpB0AAEy5qbDz9NNPa86cObd88QkTJuj+++9XQECAQkND1aFDB+3bty/DYy3LUuvWrWWz2bRkyRKnfYcOHVLbtm1VsGBBhYaG6vnnn1dKSsot15fb6NkBAMC8mxrGunTpkj744AOtWrVKNWrUkI+Pj9P+//u//8vWeWJjYxUZGan7779fKSkpevHFFxUREaG9e/fK39/f6dgpU6ZkODcoNTVVbdu2VVhYmDZt2qSjR4/qqaeeko+Pj1577bWb+XguY6+fsAMAgDk3FXb++9//qlatWpKk3bt33/TFV6xY4fQ6OjpaoaGh2r59u5o0aeLYvnPnTk2ePFnbtm1T8eLFnd6zcuVK7d27V6tWrVKxYsVUq1YtvfLKKxoxYoTGjRsnX1/fm67PVXg2FgAA5txU2Pnuu+8y3Xf27NmbLiYhIUGSnJ6cfuHCBXXr1k3Tpk1TWFhYuvfExcWpevXqKlasmGNby5Yt1b9/f+3Zs0e1a9dO956kpCQlJSU5XicmJkqSkpOTlZycfNP1X89+Lvt/rb9u0U9NS8vV69yJrm9b5B7a1jVoV9ehbV0nr7dtduvKUdh56623NGTIkEz3nz17Vq1atdLGjRtzclpJUlpamgYPHqxGjRqpWrVqju1DhgxRw4YN1b59+wzfFx8f7xR0JDlex8fHZ/ieCRMmaPz48em2r1y5UgULFsxx7VmJiYmRJO37wybJW4cP/0/Llx/K9evciexti9xH27oG7eo6tK3r5NW2vXDhQraOy1HYefHFF1WkSBE99dRT6fadO3dOrVq10qlTp3JySofIyEjt3r1bGzZscGz76quvtGbNGv3www83dc7MjBw5UkOHDnW8TkxMVKlSpRQREaHAwMBcu05ycrJiYmLUokUL+fj46I8NB7X00M+6++671aZN9Vy7zp3o+rZF7qFtXYN2dR3a1nXyetvaR2aykqOwM3v2bPXo0UPBwcF65JFHHNvPnz+vVq1a6cSJE4qNjc1ZpZKioqK0bNkyrVu3TiVLlnRsX7NmjQ4cOKDg4GCn4zt16qTGjRtr7dq1CgsL05YtW5z2Hzt2TJIyHPaSJD8/P/n5+aXb7uPj45Ivpv28+by9JUk2m1ee/Ka5Hbnqawba1lVoV9ehbV0nr7ZtdmvK0a3njz32mN5991117dpVa9eulXQ16Bw7dkxr165NN4H4RizLUlRUlBYvXqw1a9aoXLlyTvtfeOEF/fe//9XOnTsdf6Qrw2kzZ86UJIWHh2vXrl06fvy4430xMTEKDAxUlSpVcvLxXI4VlAEAMC/HE5SffvppnT59Wu3bt9eXX36pMWPG6MiRI4qNjVWJEiVydK7IyEjNmTNHX375pQICAhxzbIKCglSgQAGFhYVl2DtTunRpRzCKiIhQlSpV1KNHD02cOFHx8fEaNWqUIiMjM+y9caer6+wQdwAAMOWm7sYaPny4Tp8+rWbNmqls2bJau3at0/BTds2YMUOS1LRpU6ftM2fOVK9evbJ1Dm9vby1btkz9+/dXeHi4/P391bNnT7388ss5rscUog4AAObkKOw8+uijTq99fHxUtGhRPffcc07bFy1alK3z3UwPR0bvKVOmjJYvX57jc5nGooIAAJiXo7ATFBTk9Lpr1665Woyns6//TNYBAMCcHIUd+6Rg3Bzm7AAAYN5NPQgUN4eeHQAAzCPsGOR4kClpBwAAYwg7Bnk5sg5pBwAAUwg7Jv3Vs/PX80ABAIABhB2Drs7ZoWcHAABTCDsGXb0by711AABwJyHsGMSzsQAAMI+wYxA9OwAAmEfYMcjm+BtpBwAAUwg7BtGzAwCAeYQdg5izAwCAeYQdk3g2FgAAxhF2DOLZWAAAmEfYMcjLvoIyaQcAAGMIOwbZGMYCAMA4wo5BNlvWxwAAgNxF2DHIcTcWHTsAABhD2DHIMYzFFGUAAIwh7LgBPTsAAJhD2DHIZmMYCwAA0wg7Bl1dZ4e0AwCAKYQdg3g2FgAA5hF2DOLZWAAAmEfYMciLRQUBADCOsGMQw1gAAJhH2DGKYSwAAEwj7BjEs7EAADCPsGPQ1VvPAQCAKYQdg1hUEAAA8wg7BtGzAwCAeYQdg2yOtEPcAQDAFMKOQVefeg4AAEwh7BjkWEGZtAMAgDGEHYPsPTtppB0AAIwh7BjE3VgAAJhH2DGIu7EAADCPsGMQKygDAGAeYccgm6NvBwAAmELYMYinngMAYB5hx6Crc3ZIOwAAmELYMYmeHQAAjCPsGORYVNDNdQAAcCch7BjE3VgAAJhH2DHIi0UFAQAwjrBjEA8CBQDAPMKOQY67sejaAQDAGMKOQfTsAABgHmHHKObsAABgGmHHoKs9O6QdAABMIewYdHXOjlvLAADgjkLYMcjGrecAABhH2DGIZ54DAGAeYccgVlAGAMA8wo5BPBsLAADzCDsG2Xt20ujZAQDAGMKOQVeHsdxbBwAAdxLCjkEMYwEAYB5hxyB6dgAAMI+wY5DNce85aQcAAFMIOwbZeDYWAADGuTXsTJgwQffff78CAgIUGhqqDh06aN++fY79p0+f1sCBA1WpUiUVKFBApUuX1qBBg5SQkOB0nkOHDqlt27YqWLCgQkND9fzzzyslJcX0x8kSTz0HAMA8t4ad2NhYRUZGavPmzYqJiVFycrIiIiJ0/vx5SdKRI0d05MgRTZo0Sbt371Z0dLRWrFihvn37Os6Rmpqqtm3b6vLly9q0aZNmzZql6OhojRkzxl0fK1NXn41F3AEAwJR87rz4ihUrnF5HR0crNDRU27dvV5MmTVStWjUtXLjQsb9ChQp69dVX9eSTTyolJUX58uXTypUrtXfvXq1atUrFihVTrVq19Morr2jEiBEaN26cfH19TX+sTNGzAwCAeW4NO9ezD08VLlz4hscEBgYqX74rpcfFxal69eoqVqyY45iWLVuqf//+2rNnj2rXrp3uHElJSUpKSnK8TkxMlCQlJycrOTk5Vz6L/XzX/jclJVXSlZ6d3LzOnej6tkXuoW1dg3Z1HdrWdfJ622a3rjwTdtLS0jR48GA1atRI1apVy/CYkydP6pVXXtEzzzzj2BYfH+8UdCQ5XsfHx2d4ngkTJmj8+PHptq9cuVIFCxa82Y+QqZiYGEnS8YuSlE+XLydr+fLluX6dO5G9bZH7aFvXoF1dh7Z1nbzathcuXMjWcXkm7ERGRmr37t3asGFDhvsTExPVtm1bValSRePGjbula40cOVJDhw51OnepUqUUERGhwMDAWzr3tZKTkxUTE6MWLVrIx8dHv506r1d3bpR3Ph+1adMy165zJ7q+bZF7aFvXoF1dh7Z1nbzetvaRmazkibATFRWlZcuWad26dSpZsmS6/WfPnlWrVq0UEBCgxYsXOzV4WFiYtmzZ4nT8sWPHHPsy4ufnJz8/v3TbfXx8XPLFtJ/XJ5+P0zbcOld9zUDbugrt6jq0revk1bbNbk1uvRvLsixFRUVp8eLFWrNmjcqVK5fumMTEREVERMjX11dfffWV8ufP77Q/PDxcu3bt0vHjxx3bYmJiFBgYqCpVqrj8M+TE1RWUmaIMAIApbu3ZiYyM1Jw5c/Tll18qICDAMccmKChIBQoUcASdCxcu6NNPP1ViYqKjyyokJETe3t6KiIhQlSpV1KNHD02cOFHx8fEaNWqUIiMjM+y9cSeejQUAgHluDTszZsyQJDVt2tRp+8yZM9WrVy/t2LFD33//vSSpYsWKTsccPHhQZcuWlbe3t5YtW6b+/fsrPDxc/v7+6tmzp15++WUjnyEneDYWAADmuTXsZDWc07Rp02wN+ZQpU+a2urvJom8HAABjeDaWQfTsAABgHmHHIJuNOTsAAJhG2DHI/mws0g4AAOYQdgzy+qtnJ41xLAAAjCHsGMSDQAEAMI+wY5B9GItFBQEAMIewYxI9OwAAGEfYMcixgjJpBwAAYwg7BtlsWR8DAAByF2HHoGuzDvN2AAAwg7BjkO2arh2yDgAAZhB2DHLq2XFbFQAA3FkIOwZdO2eHYSwAAMwg7Bhku6ZvJ42sAwCAEYQdg2zXtLbFQBYAAEYQdgxyvhvLbWUAAHBHIewYZGOhHQAAjCPsGETPDgAA5hF2DHK6G4s5OwAAGEHYMejau7Ho2QEAwAzCjkHOPTsAAMAEwo6bsKggAABmEHYMomcHAADzCDsGOc3ZSXNjIQAA3EEIOwZ5cTcWAADGEXYMunZRQabsAABgBmHHIKdFBd1WBQAAdxbCjkFOE5Tp2gEAwAjCjkFOw1hurAMAgDsJYcdN6NgBAMAMwo5h9s4d7sYCAMAMwo5hjoEssg4AAEYQdgyzz9sh6wAAYAZhxzB7zw5zdgAAMIOwY5jXXz07aaQdAACMIOyY5pigDAAATCDsGHZ1GIu4AwCACYQdwxy3npN1AAAwgrBjmM3pCVkAAMDVCDuG0bMDAIBZhB3DHHN2mKIMAIARhB3DHIsKknUAADCCsGPY1Z4dAABgAmHHNMecHeIOAAAmEHYMu7qCspsLAQDgDkHYMczGY88BADCKsGMYDwIFAMAswo5hjrux3FwHAAB3CsKOYfTsAABgFmHHMMcKyvTtAABgBGHHOBYVBADAJMKOYTwbCwAAswg7hvFsLAAAzCLsGEbPDgAAZuVzdwF3GttffTvHEi8puKCPm6u5faWkpOh0kvTHmYvKly/Z3eV4FNrWNWhX16FtXSc327ZYYH75eLunj8Vm8ZAmJSYmKigoSAkJCQoMDMy18yYnJ2v58uVq06aNfHyuBJuGE1brSMKlXLsGAAC3gzX/fFDlQwrl6jmz+/ubnh3D2tUsoVlxvzGMlQvSUlPl5e3t7jI8Em3rGrSr69C2rpNbbWu7+rwk4wg7ho1sU1kj21R2dxm3vau9Zi0dvWbIHbSta9CurkPbuo6ntC0TlAEAgEcj7AAAAI9G2AEAAB7NrWFnwoQJuv/++xUQEKDQ0FB16NBB+/btczrm0qVLioyMVJEiRVSoUCF16tRJx44dczrm0KFDatu2rQoWLKjQ0FA9//zzSklJMflRAABAHuXWsBMbG6vIyEht3rxZMTExSk5OVkREhM6fP+84ZsiQIVq6dKm++OILxcbG6siRI3r00Ucd+1NTU9W2bVtdvnxZmzZt0qxZsxQdHa0xY8a44yMBAIA8xq13Y61YscLpdXR0tEJDQ7V9+3Y1adJECQkJ+uijjzRnzhw99NBDkqSZM2eqcuXK2rx5sx544AGtXLlSe/fu1apVq1SsWDHVqlVLr7zyikaMGKFx48bJ19fXHR8NAADkEXlqzk5CQoIkqXDhwpKk7du3Kzk5Wc2bN3ccc99996l06dKKi4uTJMXFxal69eoqVqyY45iWLVsqMTFRe/bsMVg9AADIi/LMOjtpaWkaPHiwGjVqpGrVqkmS4uPj5evrq+DgYKdjixUrpvj4eMcx1wYd+377vowkJSUpKSnJ8ToxMVHSlfUEkpNzb6lx+7ly85y4grZ1HdrWNWhX16FtXSevt21268ozYScyMlK7d+/Whg0bXH6tCRMmaPz48em2r1y5UgULFsz168XExOT6OXEFbes6tK1r0K6uQ9u6Tl5t2wsXLmTruDwRdqKiorRs2TKtW7dOJUuWdGwPCwvT5cuXdebMGafenWPHjiksLMxxzJYtW5zOZ79by37M9UaOHKmhQ4c6XicmJqpUqVKKiIjI9WdjxcTEqEWLFrf1ypN5EW3rOrSta9CurkPbuk5eb1v7yExW3Bp2LMvSwIEDtXjxYq1du1blypVz2l+3bl35+Pho9erV6tSpkyRp3759OnTokMLDwyVJ4eHhevXVV3X8+HGFhoZKupJAAwMDVaVKlQyv6+fnJz8/v3TbfXx8XPLFdNV5Qdu6Em3rGrSr69C2rpNX2za7Nbk17ERGRmrOnDn68ssvFRAQ4JhjExQUpAIFCigoKEh9+/bV0KFDVbhwYQUGBmrgwIEKDw/XAw88IEmKiIhQlSpV1KNHD02cOFHx8fEaNWqUIiMjMww0AADgzuLWsDNjxgxJUtOmTZ22z5w5U7169ZIkvfXWW/Ly8lKnTp2UlJSkli1bavr06Y5jvb29tWzZMvXv31/h4eHy9/dXz5499fLLL5v6GAAAIA9z+zBWVvLnz69p06Zp2rRpmR5TpkwZLV++PDdLAwAAHiJPTFB2N3voyu5Ep+xKTk7WhQsXlJiYmCfHOm9ntK3r0LauQbu6Dm3rOnm9be2/t7PqPCHsSDp79qwkqVSpUm6uBAAA5NTZs2cVFBSU6X6blZ2xJA+XlpamI0eOKCAgQDabLdfOa7+l/fDhw7l6SztoW1eibV2DdnUd2tZ18nrbWpals2fPqkSJEvLyyvyhEPTsSPLy8nJa3ye3BQYG5slvEk9A27oObesatKvr0Lauk5fb9kY9OnZ56tlYAAAAuY2wAwAAPBphx4X8/Pw0duxYFjd0AdrWdWhb16BdXYe2dR1PaVsmKAMAAI9Gzw4AAPBohB0AAODRCDsAAMCjEXYAAIBHI+y40LRp01S2bFnlz59fDRo00JYtW9xd0m1v3bp1ateunUqUKCGbzaYlS5a4uySPMGHCBN1///0KCAhQaGioOnTooH379rm7LI8wY8YM1ahRw7EoW3h4uL755ht3l+VxXn/9ddlsNg0ePNjdpdz2xo0bJ5vN5vTnvvvuc3dZt4Sw4yLz5s3T0KFDNXbsWO3YsUM1a9ZUy5Ytdfz4cXeXdls7f/68atasqWnTprm7FI8SGxuryMhIbd68WTExMUpOTlZERITOnz/v7tJueyVLltTrr7+u7du3a9u2bXrooYfUvn177dmzx92leYytW7fq/fffV40aNdxdiseoWrWqjh496vizYcMGd5d0S7j13EUaNGig+++/X1OnTpV05flbpUqV0sCBA/XCCy+4uTrPYLPZtHjxYnXo0MHdpXicEydOKDQ0VLGxsWrSpIm7y/E4hQsX1ptvvqm+ffu6u5Tb3rlz51SnTh1Nnz5d//rXv1SrVi1NmTLF3WXd1saNG6clS5Zo586d7i4l19Cz4wKXL1/W9u3b1bx5c8c2Ly8vNW/eXHFxcW6sDMiehIQESVd+KSP3pKamau7cuTp//rzCw8PdXY5HiIyMVNu2bZ3+f4tb9/PPP6tEiRIqX768unfvrkOHDrm7pFvCg0Bd4OTJk0pNTVWxYsWcthcrVkw//fSTm6oCsictLU2DBw9Wo0aNVK1aNXeX4xF27dql8PBwXbp0SYUKFdLixYtVpUoVd5d125s7d6527NihrVu3ursUj9KgQQNFR0erUqVKOnr0qMaPH6/GjRtr9+7dCggIcHd5N4WwA8BJZGSkdu/efduP0ecllSpV0s6dO5WQkKAFCxaoZ8+eio2NJfDcgsOHD+u5555TTEyM8ufP7+5yPErr1q0df69Ro4YaNGigMmXKaP78+bft0CthxwWKFi0qb29vHTt2zGn7sWPHFBYW5qaqgKxFRUVp2bJlWrdunUqWLOnucjyGr6+vKlasKEmqW7eutm7dqrffflvvv/++myu7fW3fvl3Hjx9XnTp1HNtSU1O1bt06TZ06VUlJSfL29nZjhZ4jODhY9957r3755Rd3l3LTmLPjAr6+vqpbt65Wr17t2JaWlqbVq1czTo88ybIsRUVFafHixVqzZo3KlSvn7pI8WlpampKSktxdxm2tWbNm2rVrl3bu3On4U69ePXXv3l07d+4k6OSic+fO6cCBAypevLi7S7lp9Oy4yNChQ9WzZ0/Vq1dP9evX15QpU3T+/Hn17t3b3aXd1s6dO+f0r4uDBw9q586dKly4sEqXLu3Gym5vkZGRmjNnjr788ksFBAQoPj5ekhQUFKQCBQq4ubrb28iRI9W6dWuVLl1aZ8+e1Zw5c7R27Vp9++237i7tthYQEJBuTpm/v7+KFCnCXLNbNGzYMLVr105lypTRkSNHNHbsWHl7e6tr167uLu2mEXZcpEuXLjpx4oTGjBmj+Ph41apVSytWrEg3aRk5s23bNv397393vB46dKgkqWfPnoqOjnZTVbe/GTNmSJKaNm3qtH3mzJnq1auX+YI8yPHjx/XUU0/p6NGjCgoKUo0aNfTtt9+qRYsW7i4NyND//vc/de3aVadOnVJISIj+9re/afPmzQoJCXF3aTeNdXYAAIBHY84OAADwaIQdAADg0Qg7AADAoxF2AACARyPsAAAAj0bYAQAAHo2wAwAAPBphBwAAeDTCDoB0evXqpQ4dOri7jNvWuHHjVKtWLcdrU+3ZpEkTzZkz56bee/nyZZUtW1bbtm3L5aoA9yPsALeh+Ph4Pffcc6pYsaLy58+vYsWKqVGjRpoxY4YuXLhwy+d/++23b/nxG9f/ws9roqOjZbPZZLPZ5OXlpeLFi6tLly46dOhQrl8rN9ozK1999ZWOHTumJ554wrGtbNmystlsmjt3brrjq1atKpvN5qjL19dXw4YN04gRI1xaJ+AOhB3gNvPrr7+qdu3aWrlypV577TX98MMPiouL0/Dhw7Vs2TKtWrUq0/cmJydn6xpBQUEKDg7OpYrd6/Lly5nuCwwM1NGjR/XHH39o4cKF2rdvnx5//PFcr8FEe77zzjvq3bu3vLyc/7deqlQpzZw502nb5s2bFR8fL39/f6ft3bt314YNG7Rnzx6X1gqYRtgBbjMDBgxQvnz5tG3bNnXu3FmVK1dW+fLl1b59e3399ddq166d41ibzaYZM2bokUcekb+/v1599VWlpqaqb9++KleunAoUKKBKlSrp7bffdrrG9cMuTZs21aBBgzR8+HAVLlxYYWFhGjduXI7qtp9z0qRJKl68uIoUKaLIyEinAFa2bFm99tpr6tOnjwICAlS6dGl98MEHTuc5fPiwOnfurODgYBUuXFjt27fXb7/9lu46r776qkqUKKFKlSplWpPNZlNYWJiKFy+uhg0bqm/fvtqyZYsSExMdx4wYMUL33nuvChYsqPLly2v06NHpQuPrr7+uYsWKKSAgQH379tWlS5cy/OzXfs4pU6Y4HVOrVi1Hm1qWpXHjxql06dLy8/NTiRIlNGjQoEw/x4kTJ7RmzRqnr71d9+7dFRsbq8OHDzu2ffzxx+revbvy5XN+FvRdd92lRo0aZdgTBNzOCDvAbeTUqVNauXKlIiMj0/2r3M5mszm9HjdunDp27Khdu3apT58+SktLU8mSJfXFF19o7969GjNmjF588UXNnz//hteeNWuW/P399f3332vixIl6+eWXFRMTk6P6v/vuOx04cEDfffedZs2apejo6HTDO5MnT1a9evX0ww8/aMCAAerfv7/27dsn6UrPVMuWLRUQEKD169dr48aNKlSokFq1auXUg7N69Wrt27dPMTExWrZsWbZqO378uBYvXixvb295e3s7tgcEBCg6Olp79+7V22+/rX//+9966623HPvnz5+vcePG6bXXXtO2bdtUvHhxTZ8+PUftcr2FCxfqrbfe0vvvv6+ff/5ZS5YsUfXq1TM9fsOGDSpYsKAqV66cbl+xYsXUsmVLzZo1S5J04cIFzZs3T3369MnwXPXr19f69etvqX4gr8mX9SEA8opffvlFlmWl660oWrSoozchMjJSb7zxhmNft27d1Lt3b6fjx48f7/h7uXLlFBcXp/nz56tz586ZXrtGjRoaO3asJOmee+7R1KlTtXr1arVo0SLb9d91112aOnWqvL29dd9996lt27ZavXq1+vXr5zimTZs2GjBggKQrvSpvvfWWvvvuO1WqVEnz5s1TWlqaPvzwQ0eomzlzpoKDg7V27VpFRERIkvz9/fXhhx/K19f3hvUkJCSoUKFCsizLMddp0KBBTkFy1KhRjr+XLVtWw4YN09y5czV8+HBJ0pQpU9S3b1/17dtXkvSvf/1Lq1atSte7kxOHDh1SWFiYmjdvLh8fH5UuXVr169fP9Pjff/9dxYoVSzeEZdenTx/985//1EsvvaQFCxaoQoUKmc6nKlGihH7//febrh3Ii+jZATzAli1btHPnTlWtWlVJSUlO++rVq5fu+GnTpqlu3boKCQlRoUKF9MEHH2Q5MbdGjRpOr4sXL67jx4/nqM6qVas69ZpkdI5rr2MfZrIf85///Ee//PKLAgICVKhQIRUqVEiFCxfWpUuXdODAAcf7qlevnmXQka702uzcuVPbtm3T5MmTVadOHb366qtOx8ybN0+NGjVSWFiYChUqpFGjRjm11Y8//qgGDRo4vSc8PDwbrZG5xx9/XBcvXlT58uXVr18/LV68WCkpKZkef/HiReXPnz/T/W3bttW5c+e0bt06ffzxx5n26khSgQIFcmWSO5CX0LMD3EYqVqwom83mGNaxK1++vKQrv6iud/1w19y5czVs2DBNnjxZ4eHhCggI0Jtvvqnvv//+htf28fFxem2z2ZSWlpaj+rNzjhsdc+7cOdWtW1efffZZunOHhIQ4/p7ZEN/1vLy8VLFiRUlS5cqVdeDAAfXv31+zZ8+WJMXFxal79+4aP368WrZsqaCgIM2dO1eTJ0/O1vlvdF3Lspy2XTsPqFSpUtq3b59WrVqlmJgYDRgwQG+++aZiY2PTtY90pWfvzz//zPR6+fLlU48ePTR27Fh9//33Wrx4cabHnj592qktAU9Azw5wGylSpIhatGihqVOn6vz58zd1jo0bN6phw4YaMGCAateurYoVKzr1iuRlderU0c8//6zQ0FBVrFjR6U9QUNAtn/+FF17QvHnztGPHDknSpk2bVKZMGb300kuqV6+e7rnnnnRDPJUrV04XFDdv3nzD64SEhOjo0aOO14mJiTp48KDTMQUKFFC7du30zjvvaO3atYqLi9OuXbsyPF/t2rUVHx9/w8DTp08fxcbGqn379rrrrrsyPW737t2qXbv2DesHbjeEHeA2M336dKWkpKhevXqaN2+efvzxR+3bt0+ffvqpfvrpJ6dhoozcc8892rZtm7799lvt379fo0eP1tatWw1Vf2u6d++uokWLqn379lq/fr0OHjyotWvXatCgQfrf//53y+cvVaqUOnbsqDFjxki60laHDh3S3LlzdeDAAb3zzjvpekWee+45ffzxx5o5c6b279+vsWPHZnnr9kMPPaTZs2dr/fr12rVrl3r27On0dYuOjtZHH32k3bt369dff9Wnn36qAgUKqEyZMhmer3bt2ipatKg2btyY6TUrV66skydPprsN/Xrr1693zH0CPAVhB7jNVKhQQT/88IOaN2+ukSNHqmbNmqpXr57effddDRs2TK+88soN3//ss8/q0UcfVZcuXdSgQQOdOnXKMSE4rytYsKDWrVun0qVL69FHH1XlypUdt3oHBgbmyjWGDBmir7/+Wlu2bNEjjzyiIUOGKCoqSrVq1dKmTZs0evRop+O7dOmi0aNHa/jw4apbt65+//139e/f/4bXGDlypB588EE9/PDDatu2rTp06KAKFSo49gcHB+vf//63GjVqpBo1amjVqlVaunSpihQpkuH5vL291bt37wyH965VpEiRDIc67eLi4pSQkKDHHnvshucBbjc26/qBYwDAbSc+Pl5Vq1bVjh07Mu0BykqXLl1Us2ZNvfjii7lcHeBe9OwAgAcICwvTRx99dNOPu7h8+bKqV6+uIUOG5HJlgPvRswMAADwaPTsAAMCjEXYAAIBHI+wAAACPRtgBAAAejbADAAA8GmEHAAB4NMIOAADwaIQdAADg0Qg7AADAo/0/Cpe7euYhhoQAAAAASUVORK5CYII=", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "data": { - "image/png": "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", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAkAAAAHHCAYAAABXx+fLAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAABnUElEQVR4nO3dd1hT5/sG8PskhDAERJGlKLgnIKCIe6BoratqHa0DR6sVK6XVX2kt1tGi1l231tlarFatXSiiOCqCgrhxUDdLHCCgEEh+f1jTLwU10cQTyP25Li7IOe95c+fB2sczBZVKpQIRERGREZGIHYCIiIjodWMDREREREaHDRAREREZHTZAREREZHTYABEREZHRYQNERERERocNEBERERkdNkBERERkdNgAERERkdFhA0REFcLIkSPh6uoqdgwiKifYABGRzp05cwYDBgxArVq1YGZmhurVq6Nr16749ttvxY4mqsePH6Nu3bpo2LAhCgsLS63v0aMHbGxskJqaKkI6IuPCBoiIdOro0aPw8fHBqVOnMHbsWCxduhRjxoyBRCLB4sWLxY4nKjMzM6xYsQIXL15EeHh4iXURERGIjIzEV199BWdnZ5ESEhkPgQ9DJSJd6tmzJ44fP45Lly6hcuXKJdZlZmbC3t5eL+87cuRIxMTE4Nq1a688l1KpRGFhIczMzF49WBneeecd/Pzzzzh9+jTq16+PBw8eoFGjRnBxccGxY8cgkfDfpkT6xv/KiEinUlJS0KRJk1LND4Aym5/vv/8eLVu2hIWFBWxtbdG+fXvs3btXvf6XX35Bz5494ezsDLlcjjp16mDmzJkoLi5+YZZ58+ahdevWqFq1KszNzeHt7Y3t27eXGicIAoKCgvDDDz+gSZMmkMvliIyMLHPO/fv3QyKRICwsrMTyLVu2QBAErFix4oW5Fi5cCAsLC4wbNw4A8Omnn+LOnTtYtWoVmx+i14R7gIhIpwICAhAbG4ujR4+iadOmzx07ffp0fPnll2jdujX69esHU1NTxMXFwcXFBbNnzwYA9fIWLVqgUqVK2L9/P7Zt24ZPPvkE33zzjXqusvYAubi4oHfv3mjcuDEKCwsRERGB+Ph4/Pbbb+jZs6d6nCAIaNSoEbKyshAUFAQ7Ozu0bt0anp6eZeYOCgrCqlWrEBcXBy8vL6SlpaFp06bw8vLC3r17IQjCC+u0evVqvP/++wgKCsKyZcsQHByMBQsWvHA7ItINNkBEpFNRUVHo0aMHAKBly5Zo164dunTpgk6dOkEmk6nHXblyBQ0aNECfPn2wffv2Ens+VCqVuol49OgRzM3NS7zHuHHjsHnzZty7dw9yuRxA2Q3Qf7dVKBTw8vKCvb09oqOj1csFQYBEIsGZM2fQuHHjF37G/Px8eHh4QC6XIyEhAf3798fhw4dx5swZ1KxZU6M6qVQqtGvXDn/99RdcXFxw/vx5VKpUSaNtiejVcV8rEelU165dERsbi969e+PUqVOYO3cuAgICUL16dezevVs9bteuXVAqlQgLCyt12Od/96D8bwPz8OFDZGVloV27dsjPz0dycvJzs/zvtvfv30d2djbatWuHxMTEUmM7dOigUfMDABYWFtiwYQMuXLiA9u3b4/fff8fChQs1bn6AJ5+xSpUqAAA/Pz82P0SvGRsgItK5Fi1aYMeOHbh//z7i4+MRGhqKhw8fYsCAATh//jyAJ+cKSSSSFzYd586dQ79+/WBjYwNra2tUq1YN7777LgAgOzv7udv+9ttvaNWqFczMzFClShVUq1YNK1asKHM7Nzc3rT5jmzZtMH78eMTHxyMgIACjRo3SavsdO3bg119/RdOmTbFt2zYcPnxYq+2J6NWwASIivXl67s7XX3+NFStWQKFQYNu2bRpv/+DBA3To0AGnTp3CjBkz8OuvvyIqKgpz5swB8ORqrWc5fPgwevfuDTMzMyxfvhx//PEHoqKiMHToUJR15P+/h9lepKCgADExMQCeNHP5+fkab/vw4UN8+OGH8Pb2xtGjR1GrVi2MHz8eCoVCqwxE9PLYABHRa+Hj4wMASEtLAwDUqVMHSqVSvUeoLDExMbh79y42bNiASZMm4c0334S/vz9sbW1f+H4///wzzMzMsGfPHowaNQo9evSAv7+/bj4MgGnTpuHChQuYN28erl69ik8//VTjbadOnYq0tDSsWrUKVlZW+Pbbb3Hu3DnMnz9fZ/mI6PnYABGRTh04cKDMPSx//PEHAKBBgwYAgL59+0IikWDGjBml9uQ83V4qlZZ4DQCFhYVYvnz5C3NIpVIIglDicvlr165h165d2n2gMsTFxWHevHkIDg7Gxx9/jMmTJ2Pp0qU4ePDgC7dNSEjAsmXLEBQUBG9vbwDAm2++iX79+mHmzJm4fv36K+cjohfjVWBEpFNNmzZFfn4++vXrp37kw9GjR7F161a4uLjg5MmT6nsEhYWFYebMmWjdujXeeustyOVyHD9+HM7OzggPD8fdu3dRr149WFtb48MPP4QgCNi8eTOUSiVOnTqFAwcOoGPHjgBKXwW2f/9+dOnSBe3atcPQoUORmZmJZcuWwdHREadPny7RVAmCgAkTJmDp0qUv/HyPHz+Gp6cnBEHAyZMnYWZmhsLCQnh5eSE/Px9nzpyBpaVlmdsWFxejZcuWyMjIwIULF2BlZaVed/PmTTRu3BidOnUqcbI4EemJiohIh/7880/VqFGjVA0bNlRVqlRJZWpqqqpbt65q4sSJqoyMjFLj161bp2revLlKLperbG1tVR06dFBFRUWp1//111+qVq1aqczNzVXOzs6qKVOmqPbs2aMCoDpw4IB63IgRI1S1atUqMfd3332nqlevnkoul6saNmyoWr9+vWratGmq//7VB0A1YcIEjT7fRx99pJJKpaq4uLgSy0+cOKEyMTFRjR8//pnbLly4UAVAtX379jLXz5s3TwVAtWPHDo2yENHL4x4gIiIiMjo8B4iIiIiMDhsgIiIiMjpsgIiIiMjosAEiIiIio8MGiIiIiIwOGyAiIiIyOiZiBzBESqUSqampsLKyKvFUaiIiIjJcKpUKDx8+hLOzMySS5+/jYQNUhtTUVLi4uIgdg4iIiF7CzZs3UaNGjeeOYQNUhqe3p7958yasra11OrdCocDevXvRrVs3yGQync5tzFhX/WFt9Ye11Q/WVX8MvbY5OTlwcXEp8ZiZZ2EDVIanh72sra310gBZWFjA2traIP/wlFesq/6wtvrD2uoH66o/5aW2mpy+wpOgiYiIyOiwASIiIiKjwwaIiIiIjA4bICIiIjI6bICIiIjI6LABIiIiIqPDBoiIiIiMDhsgIiIiMjpsgIiIiMjosAEiIiIio8MGiIiIiIwOGyAiIiIyOmyAXrPDl7NQpBQ7BRERkXEziAZo2bJlcHV1hZmZGXx9fREfH6/RdhERERAEAX379i2xXKVSISwsDE5OTjA3N4e/vz8uX76sh+Ta+WZPMkZtSsSvNwyi7EREREZL9P8Tb926FSEhIZg2bRoSExPh4eGBgIAAZGZmPne7a9eu4ZNPPkG7du1KrZs7dy6WLFmClStXIi4uDpaWlggICMDjx4/19TE00tzFFgAQkyZB9IXnfz4iIiLSH9EboAULFmDs2LEIDAxE48aNsXLlSlhYWGDdunXP3Ka4uBjvvPMOpk+fjtq1a5dYp1KpsGjRIkydOhV9+vSBu7s7Nm3ahNTUVOzatUvPn+b5/Bs7YKRfTQDApzvPIfXBI1HzEBERGSsTMd+8sLAQCQkJCA0NVS+TSCTw9/dHbGzsM7ebMWMG7O3tMXr0aBw+fLjEuqtXryI9PR3+/v7qZTY2NvD19UVsbCwGDx5car6CggIUFBSoX+fk5AAAFAoFFArFS3++sgR3dkP06eu4mafAxC2J+H6UD0ykoveh5d7T35Ouf1/E2uoTa6sfrKv+GHpttcklagOUlZWF4uJiODg4lFju4OCA5OTkMrc5cuQIvvvuOyQlJZW5Pj09XT3Hf+d8uu6/wsPDMX369FLL9+7dCwsLixd9DK2NrA98c1qKhBsP8OGavXizJs+K1pWoqCixI1RYrK3+sLb6wbrqj6HWNj8/X+OxojZA2nr48CGGDRuGNWvWwM7OTmfzhoaGIiQkRP06JycHLi4u6NatG6ytrXX2PsCT7jQqKgpf9W2Kj38+h32pEgz1b4G2davq9H2MzdO6du3aFTKZTOw4FQprqz+srX6wrvpj6LV9egRHE6I2QHZ2dpBKpcjIyCixPCMjA46OjqXGp6Sk4Nq1a+jVq5d6mVL5ZO+JiYkJLl68qN4uIyMDTk5OJeb09PQsM4dcLodcLi+1XCaT6e0X3NuzOhJuPcSWuBuY/PMZ/DGpHeytzPTyXsZEn78zY8fa6g9rqx+sq/4Yam21ySTqySempqbw9vZGdHS0eplSqUR0dDT8/PxKjW/YsCHOnDmDpKQk9Vfv3r3RqVMnJCUlwcXFBW5ubnB0dCwxZ05ODuLi4sqcU0xhbzZGQ0crZOUWIjgiCcVKldiRiIiIjILoh8BCQkIwYsQI+Pj4oGXLlli0aBHy8vIQGBgIABg+fDiqV6+O8PBwmJmZoWnTpiW2r1y5MgCUWB4cHIxZs2ahXr16cHNzwxdffAFnZ+dS9wsSm5lMiqVDvdDr2yM4mnIXyw9cwcQu9cSORUREVOGJ3gANGjQId+7cQVhYGNLT0+Hp6YnIyEj1Scw3btyARKLdjqopU6YgLy8P7733Hh48eIC2bdsiMjISZmaGd4iprn0lzOzbFJ9sO4WF+y6hpVsV+Nbm+UBERET6JHoDBABBQUEICgoqc11MTMxzt92wYUOpZYIgYMaMGZgxY4YO0unfAO8aOJqShR2JtzEpIgl/TGqHKpamYsciIiKqsHgDGgMxs09T1K5mifScx/hk2ykoeT4QERGR3rABMhCWchMsG+oFUxMJ9idnYu2Rv8WOREREVGGxATIgjZysEfZmYwDA3MiLSLh+T+REREREFRMbIAPzjm9NvOnuhCKlCkFbTuJeXqHYkYiIiCocNkAGRhAEzO7vjtp2lkjLfoyQn5J4PhAREZGOsQEyQJXkJlj2jhfkJhLEXLyDFQdTxI5ERERUobABMlCNnKwxs8+TmzvO33sRx/6+K3IiIiKiioMNkAEb6FMD/b1qQKkCJv54EnceFogdiYiIqEJgA2TABEHAzL5NUM++Eu48LEDw1pN8XhgREZEOsAEycBamJljxrhfMZVL8deUulkRfFjsSERFRuccGqByoa2+Fr996cj7Qkv2XcfjyHZETERERlW9sgMqJfs1rYEjLmlCpgOCIJGTkPBY7EhERUbnFBqgcmdarMRo7WeNuXiEmbjmJomKl2JGIiIjKJTZA5YiZTIrl73ihktwE8dfuYd7eS2JHIiIiKpfYAJUzrnaWmDvAHQCw8mAKos5niJyIiIio/GEDVA690cwJgW1cAQAhPyXh+t08cQMRERGVM2yAyqnQHo3gXcsWDx8XYdz3iXisKBY7EhERUbnBBqicMjWRYNlQL1S1NMWFtByE/XJW7EhERETlBhugcszRxgzfDmkOiQD8dOIWth6/IXYkIiKicoENUDnXuq4dPgloAAD44pdzOHs7W+REREREho8NUAUwrn0d+DdyQGGREuO+T8CD/EKxIxERERk0NkAVgEQiYP7bHqhZxQK37j9CyE+noORDU4mIiJ6JDVAFYWMuw4p3vSA3kWB/ciaWx1wROxIREZHBYgNUgTRxtsGsvk8emjo/6hIfmkpERPQMbIAqmIE+LhjS0gUqFTApIgmpDx6JHYmIiMjgsAGqgKb1aoKm1a1xL68QH/yQiIIi3iSRiIjof7EBqoDMZFKseMcbNuYyJN18gBm/nhc7EhERkUFhA1RBuVSxwKLBnhAE4Ie4G/jp+E2xIxERERkMNkAVWKcG9gjxrw8AmPrLWZy+9UDcQERERAaCDVAFN6FT3X9vkrg5AXdzC8SOREREJDo2QBWcRCJgwSAPuNlZIjX7MSb+eBJFxUqxYxEREYnKIBqgZcuWwdXVFWZmZvD19UV8fPwzx+7YsQM+Pj6oXLkyLC0t4enpic2bN5cYM3LkSAiCUOKre/fu+v4YBsvaTIZVw7xhYSrF0ZS7+GbPRbEjERERiUr0Bmjr1q0ICQnBtGnTkJiYCA8PDwQEBCAzM7PM8VWqVMHnn3+O2NhYnD59GoGBgQgMDMSePXtKjOvevTvS0tLUXz/++OPr+DgGq76DFeYN9AAArDr0N347nSpyIiIiIvGI3gAtWLAAY8eORWBgIBo3boyVK1fCwsIC69atK3N8x44d0a9fPzRq1Ah16tTBpEmT4O7ujiNHjpQYJ5fL4ejoqP6ytbV9HR/HoL3RzAnvd6gNAJiy/TQupj8UOREREZE4TMR888LCQiQkJCA0NFS9TCKRwN/fH7GxsS/cXqVSYf/+/bh48SLmzJlTYl1MTAzs7e1ha2uLzp07Y9asWahatWqZ8xQUFKCg4N+Tg3NycgAACoUCCoXiZT7aMz2dT9fzaiq4U22cufkAR/++h/c2ncCOcb6wNpeJkkWXxK5rRcba6g9rqx+sq/4Yem21ySWoVCrRHhuempqK6tWr4+jRo/Dz81MvnzJlCg4ePIi4uLgyt8vOzkb16tVRUFAAqVSK5cuXY9SoUer1ERERsLCwgJubG1JSUvDZZ5+hUqVKiI2NhVQqLTXfl19+ienTp5davmXLFlhYWOjgkxqWXAUw77QU9wsFNLFVYkwDJSSC2KmIiIheTX5+PoYOHYrs7GxYW1s/d6yoe4BelpWVFZKSkpCbm4vo6GiEhISgdu3a6NixIwBg8ODB6rHNmjWDu7s76tSpg5iYGHTp0qXUfKGhoQgJCVG/zsnJgYuLC7p16/bCAmpLoVAgKioKXbt2hUwm3p6Xxj45GLQ2HufuA1ct6mFipzqiZdEFQ6lrRcTa6g9rqx+sq/4Yem2fHsHRhKgNkJ2dHaRSKTIyMkosz8jIgKOj4zO3k0gkqFu3LgDA09MTFy5cQHh4uLoB+q/atWvDzs4OV65cKbMBksvlkMvlpZbLZDK9/YL1ObcmmrtWxVd9m2Ly9tP49kAKPFxs0aWRg2h5dEXsulZkrK3+sLb6wbrqj6HWVptMop4EbWpqCm9vb0RHR6uXKZVKREdHlzgk9iJKpbLEOTz/devWLdy9exdOTk6vlLeiGejjgndb1YRKBQRHJOFKZq7YkYiIiF4L0a8CCwkJwZo1a7Bx40ZcuHAB48ePR15eHgIDAwEAw4cPL3GSdHh4OKKiovD333/jwoULmD9/PjZv3ox3330XAJCbm4vJkyfj2LFjuHbtGqKjo9GnTx/UrVsXAQEBonxGQxb2ZhO0cLXFw4IivLf5BHIeG+aJbURERLok+jlAgwYNwp07dxAWFob09HR4enoiMjISDg5PDsfcuHEDEsm/fVpeXh4++OAD3Lp1C+bm5mjYsCG+//57DBo0CAAglUpx+vRpbNy4EQ8ePICzszO6deuGmTNnlnmYy9iZmkiw/B1v9F56BH/fyUNwRBLWDPeBlGdFExFRBSZ6AwQAQUFBCAoKKnNdTExMidezZs3CrFmznjmXubl5qZsi0vNVs5Jj9TAfDFh5FPuTM7Eg6iImBzQUOxYREZHeiH4IjAxDsxo2mN2/GQBg2YEU/H46TeRERERE+sMGiNT6Na+BMW3dAACfbDuFC2maX05IRERUnrABohI+7dEQ7erZ4ZGiGO9tPoH7eYViRyIiItI5NkBUgolUgm+HNEfNKha4ee8RJmxJRFGxUuxYREREOsUGiEqpbGGKNcN9YGEqxdGUu/j6j2SxIxEREekUGyAqUwNHKyx42wMAsO6vq/g54ZbIiYiIiHSHDRA9U/emTpjY+ckjR0J3nsGpmw/EDURERKQjbIDouT7yrw//RvYoLFLivc0nkJHzWOxIREREr4wNED2XRCJg4SBP1LOvhIycAry36QQeK4rFjkVERPRK2ADRC1mZybB2hA8qW8hw6lY2/u/n01CpVGLHIiIiemlsgEgjtapaYvk7XjCRCPglKRXLY1LEjkRERPTS2ACRxlrXscOXvZsAAObtvYio8xkiJyIiIno5bIBIK++2qoVhrWpBpQKCI04iOZ2PyyAiovKHDRBpLaxXY7SuUxV5hcUYs/EE7uYWiB2JiIhIK2yASGsyqQTL3/FCraoWuHX/Ecb/kIjCIj4ug4iIyg82QPRSKluY4rsRPrCSmyD+6j1M232WV4YREVG5wQaIXlpdeyssGdIcggD8GH8TG49eEzsSERGRRtgA0Svp1NAen/VoBACY8dt5HL58R+REREREL8YGiF7ZmHZuGOBdA0oV8MEPibiSmSt2JCIioudiA0SvTBAEfNWvKXxq2eLh4yKM3ngc9/IKxY5FRET0TGyASCfkJlKsGuYNlyrmuH43H+M2J6CgiM8MIyIiw8QGiHSmaiU5vhvR4smVYdfu4bMdvDKMiIgMExsg0qn6DlZY+o4XJALwc+ItrDz4t9iRiIiISmEDRDrXoX419TPD5kQmI/JsmsiJiIiISmIDRHox3M8VI1u7AgCCtybhzK1scQMRERH9DzZApDdTezZCh/rV8FihxJhNx5Ge/VjsSERERADYAJEemUgl+HZoc9R3qISMnAKM3ngc+YVFYsciIiJiA0T6ZW0mw3cjWqCqpSnOpeYgOCIJSiWvDCMiInGxASK9c6ligdXDvWEqlWDv+QzM2ZMsdiQiIjJybIDotfCuVQVzB7gDAFYd/Bs/xt8QORERERkzNkD02vRtXh2TutQDAEzddRaHLvHBqUREJA6DaICWLVsGV1dXmJmZwdfXF/Hx8c8cu2PHDvj4+KBy5cqwtLSEp6cnNm/eXGKMSqVCWFgYnJycYG5uDn9/f1y+fFnfH4M0EOxfD281r45ipQof/JCIC2k5YkciIiIjJHoDtHXrVoSEhGDatGlITEyEh4cHAgICkJmZWeb4KlWq4PPPP0dsbCxOnz6NwMBABAYGYs+ePeoxc+fOxZIlS7By5UrExcXB0tISAQEBePyYl2GLTRAEhPdvBl+3KsgtKMKoDceRkcPfCxERvV6iN0ALFizA2LFjERgYiMaNG2PlypWwsLDAunXryhzfsWNH9OvXD40aNUKdOnUwadIkuLu748iRIwCe7P1ZtGgRpk6dij59+sDd3R2bNm1Camoqdu3a9Ro/GT2L3ESK1cN8ULuaJdKyH2PUhuPIK+Dl8URE9PqYiPnmhYWFSEhIQGhoqHqZRCKBv78/YmNjX7i9SqXC/v37cfHiRcyZMwcAcPXqVaSnp8Pf3189zsbGBr6+voiNjcXgwYNLzVNQUICCggL165ycJ4dlFAoFFArFS3++sjydT9fzljcWMmDNu80xcHUczqXmIGhLAlYMbQ6pRHip+VhX/WFt9Ye11Q/WVX8Mvbba5BK1AcrKykJxcTEcHBxKLHdwcEBy8rMvlc7Ozkb16tVRUFAAqVSK5cuXo2vXrgCA9PR09Rz/nfPpuv8KDw/H9OnTSy3fu3cvLCwstPpMmoqKitLLvOXNCDdg6TkpDlzMwtgVe9DfVQnh5XogAKyrPrG2+sPa6gfrqj+GWtv8/HyNx4raAL0sKysrJCUlITc3F9HR0QgJCUHt2rXRsWPHl5ovNDQUISEh6tc5OTlwcXFBt27dYG1traPUTygUCkRFRaFr166QyWQ6nbu8qn0uAx9uPYXD6RK0a94Iga1raT0H66o/rK3+sLb6wbrqj6HX9ukRHE2I2gDZ2dlBKpUiIyOjxPKMjAw4Ojo+czuJRIK6desCADw9PXHhwgWEh4ejY8eO6u0yMjLg5ORUYk5PT88y55PL5ZDL5aWWy2Qyvf2C9Tl3edPLswbScgrw9R/JCI+8iFp2lRDQ5Nm//+dhXfWHtdUf1lY/WFf9MdTaapNJ1JOgTU1N4e3tjejoaPUypVKJ6Oho+Pn5aTyPUqlUn8Pj5uYGR0fHEnPm5OQgLi5Oqznp9Rrbrjbe8a0JlQqYFHESSTcfiB2JiIgqMNEPgYWEhGDEiBHw8fFBy5YtsWjRIuTl5SEwMBAAMHz4cFSvXh3h4eEAnpyv4+Pjgzp16qCgoAB//PEHNm/ejBUrVgB4cpl1cHAwZs2ahXr16sHNzQ1ffPEFnJ2d0bdvX7E+Jr2AIAiY3rsJbj94hJiLdzBm43Hs/KANXKro5xwsIiIybqI3QIMGDcKdO3cQFhaG9PR0eHp6IjIyUn0S840bNyCR/LujKi8vDx988AFu3boFc3NzNGzYEN9//z0GDRqkHjNlyhTk5eXhvffew4MHD9C2bVtERkbCzMzstX8+0pyJVIKlQ73w9spYnE/LwYj18fh5XGvYWpqKHY2IiCoY0RsgAAgKCkJQUFCZ62JiYkq8njVrFmbNmvXc+QRBwIwZMzBjxgxdRaTXpJLcBOsDW6Dfsr/w9508jNl0Aj+M8YWZTCp2NCIiqkBEvxEi0X85WJthw6iWsDYzQcL1+wiOSEKxUiV2LCIiqkDYAJFBqu9ghdXDfWAqlSDyXDpm/nYeKhWbICIi0g02QGSwWtWuivlvewAANhy9hrWHr4qciIiIKgo2QGTQenk44/M3GgEAvvrjAnafShU5ERERVQRsgMjgjWnnhsA2rgCAT346hdiUu+IGIiKico8NEBk8QRAwtWdj9GjqiMJiJd7bfAKXMh6KHYuIiMoxNkBULkglAhYO8oRPLVs8fFyEkevikZ79WOxYRERUTrEBonLDTCbFmuE+qF3NEqnZjzFyfTxyHivEjkVEROUQGyAqV2wtTbExsCXsKsmRnP4Q7206gYKiYrFjERFROcMGiModlyoW2BDYApamUhz7+x5Ctp7ijRKJiEgrL9UAKRQK3Lx5ExcvXsS9e/d0nYnohZpWt8GqYT6QSQX8fiYNs/5IBu+TSEREmtK4AXr48CFWrFiBDh06wNraGq6urmjUqBGqVauGWrVqYezYsTh+/Lg+sxKV0LaeHRa87QlBAL6Pu4mo24LYkYiIqJzQqAFasGABXF1dsX79evj7+2PXrl1ISkrCpUuXEBsbi2nTpqGoqAjdunVD9+7dcfnyZX3nJgLw5EaJYW82BgD8flOKbQm3RE5ERETlgUZPgz9+/DgOHTqEJk2alLm+ZcuWGDVqFFauXIn169fj8OHDqFevnk6DEj1LYBs3pD94hFWHr2LqL+dhb20B/8YOYsciIiIDplED9OOPP2o0mVwux7hx414pENHL+LhrXSQlpyDujgQTtiRiy1hfeNeqInYsIiIyULwKjCoEQRAwqI4SHevboaBIiVEbeLdoIiJ6Nq0aoFOnTmHWrFlYvnw5srKySqzLycnBqFGjdBqOSBtSAVgyyAPNa1ZG9iMFRqyLR+qDR2LHIiIiA6RxA7R37160bNkSERERmDNnDho2bIgDBw6o1z969AgbN27US0giTZmbSrFuRAvUta+EtOzHGLEuHg/yC8WORUREBkbjBujLL7/EJ598grNnz+LatWuYMmUKevfujcjISH3mI9KaraUpNo5qCUdrM1zOzEXghuPILywSOxYRERkQjRugc+fOqQ9xCYKAKVOmYNWqVRgwYAB+++03vQUkehnVK5tj0+iWsDGX4eSNBxj3fSIKi5RixyIiIgOhcQMkl8vx4MGDEsuGDh2KtWvXYtCgQdi5c6eusxG9kvoOVlg3sgXMZVIcunQHIT8l8ZEZREQEQIsGyNPTs8Q5P08NHjwYa9euxYcffqjTYES64F3LFquGeUMmFfDb6TSE/XIWKj4zg4jI6GncAI0fPx63b98uc92QIUOwYcMGtG/fXmfBiHSlff1qWDjoySMzfoi7gfl7L4kdiYiIRKZxA9SvXz8sXLjwmeuHDh1a5h4iIkPwprszvurbDACw9MAVrD38t8iJiIhITLwRIhmNob41MTmgAQBg1u8XsJ3PDSMiMlpaN0A7duzQRw6i1+KDjnUwtp0bAOD/fj6NvefSRU5ERERi0KoBWr16NSZOnKivLER6JwgCPnujEQZ610CxUoWgH08iNuWu2LGIiOg107gB+uqrr/DZZ5/hjz/+0GceIr0TBAHhbzVDt8YOKCxSYuymEzhzK1vsWERE9Bpp1AAFBwdj7ty5+P333+Hh4aHvTER6ZyKVYMmQ5mhdpypyC4owfF0cLvPhqURERkOjBmjJkiWYP38+fH199Z2H6LUxk0mxergPPGrY4H6+Au9+F4cbd/PFjkVERK+BRg1Q//79MW3aNPz9Ny8dpoqlktwEGwJbooGDFTJyCjB07TGkZz8WOxYREemZRg3QTz/9hDfffBNdunR55s0QX8WyZcvg6uoKMzMz+Pr6Ij4+/plj16xZg3bt2sHW1ha2trbw9/cvNX7kyJEQBKHEV/fu3XWemyoGW0tTbB7TEq5VLXDr/iO8s/YYsnILxI5FRER6pFEDJAgCVq1ahSFDhqBz5846DbB161aEhIRg2rRpSExMhIeHBwICApCZmVnm+JiYGAwZMgQHDhxAbGwsXFxc0K1bt1KNWffu3ZGWlqb++vHHH3WamyoWeyszfD/GF842Zki5k4fh38Uj+5FC7FhERKQnWl0G//XXX2P8+PE6DbBgwQKMHTsWgYGBaNy4MVauXAkLCwusW7euzPE//PADPvjgA3h6eqJhw4ZYu3YtlEoloqOjS4yTy+VwdHRUf9na2uo0N1U8NWwt8P0YX9hVMsX5tBwEro9HXkGR2LGIiEgPtL4RYnBwsM7evLCwEAkJCfD39/83kEQCf39/xMbGajRHfn4+FAoFqlSpUmJ5TEwM7O3t0aBBA4wfPx537/JeL/RitatVwubRvrAxlyHxxgO8t/kEHiuKxY5FREQ6ZiLmm2dlZaG4uBgODg4lljs4OCA5OVmjOf7v//4Pzs7OJZqo7t2746233oKbmxtSUlLw2WefoUePHoiNjYVUKi01R0FBAQoK/j3nIycnBwCgUCigUOj2MMjT+XQ9r7HTZV3r2plj7bDmGLkhAX9duYsPvk/A0iEekEmN88kx/DOrP6ytfrCu+mPotdUml6BSqVSaDDx06JBGE2rzRPjU1FRUr14dR48ehZ+fn3r5lClTcPDgQcTFxT13+9mzZ2Pu3LmIiYmBu7v7M8f9/fffqFOnDvbt24cuXbqUWv/ll19i+vTppZZv2bIFFhYWGn8eqlguZwtYdUEChUqAV1UlhtVTQiKInYqIiJ4lPz8fQ4cORXZ2NqytrZ87VuM9QB07doQgPPnb/1k9kyAIKC7W/HCBnZ0dpFIpMjIySizPyMiAo6Pjc7edN28eZs+ejX379j23+QGA2rVrw87ODleuXCmzAQoNDUVISIj6dU5Ojvrk6hcVUFsKhQJRUVHo2rUrZDKZTuc2Zvqqq/vFO/hgSxIS70pQ19UFs/o0Vv93YCz4Z1Z/WFv9YF31x9Br+/QIjiY0boBsbW1hZWWFkSNHYtiwYbCzs3upcP/L1NQU3t7eiI6ORt++fQFAfUJzUFDQM7ebO3cuvvrqK+zZswc+Pj4vfJ9bt27h7t27cHJyKnO9XC6HXC4vtVwmk+ntF6zPuY2ZruvarakzFg8WMPHHRPyUcBsWchmm9TK+Jgjgn1l9Ym31g3XVH0OtrTaZND6pIS0tDXPmzEFsbCyaNWuG0aNH4+jRo7C2toaNjY36S1shISFYs2YNNm7ciAsXLmD8+PHIy8tDYGAgAGD48OEIDQ1Vj58zZw6++OILrFu3Dq6urkhPT0d6ejpyc3MBALm5uZg8eTKOHTuGa9euITo6Gn369EHdunUREBCgdT6inu5OmNP/yV7GDUevIfzP5GfuBSUiovJB4wbI1NQUgwYNwp49e5CcnAx3d3cEBQXBxcUFn3/+OYqKXu5y4UGDBmHevHkICwuDp6cnkpKSEBkZqT4x+saNG0hLS1OPX7FiBQoLCzFgwAA4OTmpv+bNmwcAkEqlOH36NHr37o369etj9OjR8Pb2xuHDh8vcy0OkiYE+LviqX1MAwOpDf2Nh1CWRExER0at4qavAatasibCwMAwbNgyjR4/G7Nmz8fHHH5e6FF1TQUFBzzzkFRMTU+L1tWvXnjuXubk59uzZ81I5iJ7nHd9aKCxSYvqv57Fk/xWYmkgQ1Lme2LGIiOglaH1db0FBAbZs2QJ/f380bdoUdnZ2+P3331+6+SEqTwLbuCG0R0MAwLy9l7D6UIrIiYiI6GVovAcoPj4e69evR0REBFxdXREYGIiffvqJjQ8Znfc71EFBkRILoi7h6z+SITeRYkRrV7FjERGRFjRugFq1aoWaNWviww8/hLe3NwDgyJEjpcb17t1bd+mIDNTEznVRUFSMZQdSMG33OZiaSDCkZU2xYxERkYa0Ogfoxo0bmDlz5jPXa3sfIKLyShAEfNKtAQqLlFhz+Co+23kGplIJ+nvXEDsaERFpQOMGSKlU6jMHUbkjCAI+e6MRCoqU2BR7HZO3n4KpiQS9PJzFjkZERC+g1UnQxcXF6kZIpVJxbw8ZPUEQ8GWvJhjcwgVKFRC8NQl/nkl78YZERCQqrRqgxYsXY/HixQCApUuXqn8mMmYSiYCv+zXDW17VUaxUYeKPJxF5lk0QEZEh06oBmjhxInbu3IlTp05h+/bt+PDDD/WVi6hckUgEfDPAA309nVGkVCFoy0nsOZcudiwiInoGjRug6dOnIzw8HI6Ojmjbti0cHR3x9ddfY8aMGfrMR1RuSCUC5r/tiT7/NEETfkjEXjZBREQGSaunwQPAvXv34OLiAmdnZ3To0EFfuYjKJalEwPyBHlCqgF9PpWLClkSseMcb/o0dxI5GRET/Q+M9QB06dEDjxo0RHx+PY8eOIS4uDk2aNGETRPQfJlIJFr7tgZ7uTlAUqzD+hwREX8gQOxYREf0Prc4B2rFjB6ZOnQpra2tMmzYNP//8s75yEZVrJlIJFg/yRM9m/zRB3ydifzKbICIiQ6HVjRDff/999c8BAQE6D0NUkZhIJVg02BMqqPDHmXSM25yIVcO90amBvdjRiIiMntZPg9+9e3eZywVBgJmZGerWrQs3N7dXDkZUEcikEiwe3BxK5UlEnkvH+5sTsHqYNzqyCSIiEpXWDVDfvn0hCAJUKlWJ5U+XCYKAtm3bYteuXbC1tdVZUKLySiaV4NuhzRG0JRF7zmXgPTZBRESi0+ocIACIiopCixYtEBUVhezsbGRnZyMqKgq+vr747bffcOjQIdy9exeffPKJPvISlUsyqQTfDvFC18YOKCxS4r1NCTiQnCl2LCIio6V1AzRp0iQsWLAAXbp0gZWVFaysrNClSxd88803mDx5Mtq0aYNFixYhKipKH3mJyi1TEwmWDfVCQBMHFBYr8d7mE9h3nidGExGJQesGKCUlBdbW1qWWW1tb4++//wYA1KtXD1lZWa+ejqiCMTWRYOlQL7zRzFF9iTzvGE1E9Ppp3QB5e3tj8uTJuHPnjnrZnTt3MGXKFLRo0QIAcPnyZbi4uOguJVEFIpNKsGRwc/TycIai+Mkdo/kAVSKi10vrBui7777D1atXUaNGDdStWxd169ZFjRo1cO3aNaxduxYAkJubi6lTp+o8LFFF8fRmiepnh/14Er+dThU7FhGR0dD6KrAGDRrg/Pnz2Lt3Ly5duqRe1rVrV0gkT/qpvn376jQkUUVkIpVg/tuekEgE7Ei8jQ9/PIlipQp9PKuLHY2IqMLTuAE6dOgQ2rdvDwCQSCTo3r07unfvXmLMxIkT8e233+o2IVEFJv3nKfImEgE/nbiFj7YmoVipwlteNcSORkRUoWl8CKx3795ISkp65vqJEydi48aNushEZFSkEgGz33LHkJYuUKqAj7edwrYTN8WORURUoWncAI0ZMwbdu3fHlStXSq2bNGkS1q9fj19//VWn4YiMhUQi4Ku+zfBuq5pQqYApP5/Gj/E3xI5FRFRhadwAzZs3D2+88Qb8/f2RmvrvyZrBwcFYu3Ytfv31Vz4ZnugVSCQCZvZpipGtXaFSAaE7zmDDX1fFjkVEVCFpdRXY2rVr4eXlBX9/f9y9exchISFYvXo1du/ejU6dOukrI5HREAQB03o1xth2T56n9+Wv57HyYIrIqYiIKh6trgKTSCSIiIhAz5490ahRI+Tl5WH37t3o0qWLvvIRGR1BEPDZG41gLpNiyf4rmP1nMh4VFiPYvx4EQRA7HhFRhaBxA7RkyRL1zx07dsThw4cREBCA8+fP4/z58+p1H374oW4TEhkhQRAQ0q0B5DIpvtlzEYujL+NxUTE+7d6QTRARkQ5o3AAtXLiwxGsnJyecPn0ap0+fVi8TBIENEJEOTehUF+YyKWb8dh6rDv6Nx4XFmNarCSQSNkFERK9C4wbo6lWejEkkhlFt3WAmk+LzXWewMfY6CoqU+KpfM0jZBBERvTStH4VBRK/fUN+amDfAAxIBiDh+Ex//lISiYqXYsYiIyi2NGqCIiAiNJ7x58yb++uuvlw5ERGXr710D3w7xgolEwK6kVEz88SQKi9gEERG9DI0aoBUrVqBRo0aYO3cuLly4UGp9dnY2/vjjDwwdOhReXl64e/euViGWLVsGV1dXmJmZwdfXF/Hx8c8cu2bNGrRr1w62trawtbWFv79/qfEqlQphYWFwcnKCubk5/P39cfnyZa0yERminu5OWPGuN0ylEvx5Nh3jvk/AY0Wx2LGIiModjRqggwcPYs6cOYiKikLTpk1hbW2NevXqoVmzZqhRowaqVq2KUaNGoWbNmjh79ix69+6tcYCtW7ciJCQE06ZNQ2JiIjw8PBAQEIDMzMwyx8fExGDIkCE4cOAAYmNj4eLigm7duuH27dvqMXPnzsWSJUuwcuVKxMXFwdLSEgEBAXj8+LHGuYgMVdfGDlgzwgdmMgn2J2dixLp4PHysEDsWEVG5ovFJ0L1790bv3r2RlZWFI0eO4Pr163j06BHs7OzQvHlzNG/eXP00eG0sWLAAY8eORWBgIABg5cqV+P3337Fu3Tp8+umnpcb/8MMPJV6vXbsWP//8M6KjozF8+HCoVCosWrQIU6dORZ8+fQAAmzZtgoODA3bt2oXBgwdrnZHI0HSoXw2bRvli1IbjiLt6D++ujcOGwJawtTQVOxoRUbmg1Y0QAcDOzg59+/bVyZsXFhYiISEBoaGh6mUSiQT+/v6IjY3VaI78/HwoFApUqVIFwJOr1dLT0+Hv768eY2NjA19fX8TGxpbZABUUFKCgoED9OicnBwCgUCigUOj2X9ZP59P1vMbOGOvavIYVNgf6YNSmBJy6lY23Vx3FhpE+sLeS6/R9jLG2rwtrqx+sq/4Yem21yaV1A6RLWVlZKC4uhoODQ4nlDg4OSE5O1miO//u//4Ozs7O64UlPT1fP8d85n677r/DwcEyfPr3U8r1798LCwkKjHNqKiorSy7zGzhjrOq4esPy8FJcz89B7cQwmNC5GVTPdv48x1vZ1YW31g3XVH0OtbX5+vsZjRW2AXtXs2bMRERGBmJgYmJm9/N/4oaGhCAkJUb/OyclRn1tkbW2ti6hqCoUCUVFR6Nq1K2QymU7nNmbGXteu9/MxYn0Cbt5/hFVXLLF+pDfq2VfSydzGXlt9Ym31g3XVH0Ov7dMjOJoQtQGys7ODVCpFRkZGieUZGRlwdHR87rbz5s3D7NmzsW/fPri7u6uXP90uIyMDTk5OJeb09PQscy65XA65vPRhA5lMprdfsD7nNmbGWtfa9jbYPr413l0bh8uZuXjnu+PYNMoXzWrY6Ow9jLW2rwNrqx+sq/4Yam21ySTqjRBNTU3h7e2N6Oho9TKlUono6Gj4+fk9c7u5c+di5syZiIyMhI+PT4l1bm5ucHR0LDFnTk4O4uLinjsnUXnnYG2Gre/7wb2GDe7nKzB0zTHEX70ndiwiIoOkcQN08+bN565XKBQ4dOiQ1gFCQkKwZs0abNy4ERcuXMD48eORl5envips+PDhJU6SnjNnDr744gusW7cOrq6uSE9PR3p6OnJzcwE8eR5ZcHAwZs2ahd27d+PMmTMYPnw4nJ2ddXbyNpGhqmJpih/G+MLXrQoeFhRh+Lo4xFws+5YSRETGTOMGyNXVFf369UNeXl6Z6+/du4dOnTppHWDQoEGYN28ewsLC4OnpiaSkJERGRqpPYr5x4wbS0tLU41esWIHCwkIMGDAATk5O6q958+apx0yZMgUTJ07Ee++9hxYtWiA3NxeRkZGvdJ4QUXlhZSbDxlEt0bmhPR4rlBi76QR2n0oVOxYRkUHR+BwglUqF48ePw9fXF7t370bt2rXLHPMygoKCEBQUVOa6mJiYEq+vXbv2wvkEQcCMGTMwY8aMl8pDVN6ZyaRY+a43Pt52Cr+eSsWkiJPIzi/EMD9XsaMRERkEjfcACYKA6Oho1KhRAy1atMC+ffvKHENEhsHURIJFgzwxrFUtqFTAF7+cw8KoSy/9DxUioopE4wZIpVLB1tYWf/75J0aPHo033ngDCxcu1Gc2InpFUomAGX2aINi/HgBgcfRlTNt9DkolmyAiMm5aXwYvCALmzp2L5s2bY8yYMTh16hRWr16tj2xEpAOCICDYvz6qWJpi2u5z2BR7HffzFZg/0AOmJqJeCEpEJJqX/ttvyJAhOHz4MGJiYtC+ffsSDyMlIsMz3M8ViwZ5wkQi4NdTqRiz6QTyC4vEjkVEJIpX+uefl5cXjh8/DrlcXuLZW0RkmPp4Vsd3I1vAXCbFoUt3MHRNHO7nFYodi4jotdO4AapVqxakUmmp5dWqVUN0dDSGDBnCkyuJyoEO9avhh7G+qGwhQ9LNBxi4KhZp2Y/EjkVE9Fpp3ABdvXoVVatWLXOdiYkJli1bBqVSqbNgRKQ/XjVtse19Pzham+FKZi4GrIjFlcxcsWMREb02PAOSyEjVc7DC9vF+qG1nidsPHmHAyqNIuH5f7FhERK8FGyAiI1bD1gLbxvnBw6UyHuQr8M7aY4g6n/HiDYmIyjk2QERGrmolOX4c64tODarhsUKJ9zefwI/xN8SORUSkV2yAiAgWpiZYM9wHb/vUgFIFhO44g0X7eNdoIqq42AAREQDARCrBnP7umNi5LgBg0b7L+GznGRQV8+IGIqp4tL4TNACcOHECP/30E27cuIHCwpL3ENmxY4dOghHR6ycIAj7u1gD21mYI++Usfoy/icycx+huLXYyIiLd0noPUEREBFq3bo0LFy5g586dUCgUOHfuHPbv3w8bGxt9ZCSi12xYq1pY8Y43TE0kiE6+g2XnpbifzxsmElHFoXUD9PXXX2PhwoX49ddfYWpqisWLFyM5ORlvv/02atasqY+MRCSC7k0d8cMYX1ibmeBaroDBa47j1v18sWMREemE1g1QSkoKevbsCQAwNTVFXl4eBEHARx99xIeiElUwLVyrIGJsS1Q2VeHvrDz0W34UZ25lix2LiOiVad0A2dra4uHDhwCA6tWr4+zZswCABw8eID+f/zokqmjq2VfCR02L0dChEu48LMCg1bE4kJwpdiwioleidQPUvn17REVFAQAGDhyISZMmYezYsRgyZAi6dOmi84BEJL7KcmDLmJZoV88O+YXFGL3xOH6Iuy52LCKil6b1VWBLly7F48ePAQCff/45ZDIZjh49iv79+2Pq1Kk6D0hEhsHKzATrRrbAZzvOYFvCLXy+8yxu3X+Eyd0aQCIRxI5HRKQVrRugKlWqqH+WSCT49NNPdRqIiAyXTCrB3AHucKligQVRl7AiJgW37z/CNwPdITeRih2PiEhjGjVAOTk5sLa2Vv/8PE/HEVHFJAgCPuxSD86VzfHpz6ex+1QqMnIeY/UwH9hYyMSOR0SkEY3OAbK1tUVm5pOTHitXrgxbW9tSX0+XE5FxGOBdAxtHtYSV3ARxV++h/8qjuHmPF0IQUfmg0R6g/fv3qw99HThwQK+BiKj8aFPXDtvG+yFw/XFcycxFv+VHsW6kD9xrVBY7GhHRc2nUAHXo0EH9s5ubG1xcXCAIJU96VKlUuHnzpm7TEZHBa+hojZ0ftEHghuO4kJaDt1fFYtGg5uje1FHsaEREz6T1ZfBubm64c+dOqeX37t2Dm5ubTkIRUfniaGOGbeP80LFBNTxWKDH+hwSsOpjCp8kTkcHSugFSqVSl9v4AQG5uLszMzHQSiojKn0pyE6wd7oPhfrWgUgHhfyYjdMcZKPg0eSIyQBpfBh8SEgLgyRUgX3zxBSwsLNTriouLERcXB09PT50HJKLyw0QqwYw+TVHbzhIzfjuPiOM3cfN+PpYP9eYVYkRkUDRugE6ePAngyR6gM2fOwNTUVL3O1NQUHh4e+OSTT3SfkIjKnZFt3FCzqgUmbjmJv67cxVsr/sL6kS1Rs6rFizcmInoNNG6Anl79FRgYiCVLlsDKykpvoYio/Ovc0AHbxrXG6I3HkXInD32X/4XVw7zh41rlxRsTEemZVucAKRQKbN68Gdev8xlARPRijZ2tsWtCGzSrboN7eYUYuiYOvyTdFjsWEZF2DZBMJkPNmjVRXFysrzxEVME4WJth6/ut0K2xAwqLlZgUkYRF+y7xCjEiEpXWV4F9/vnn+Oyzz3Dv3j2dBFi2bBlcXV1hZmYGX19fxMfHP3PsuXPn0L9/f7i6ukIQBCxatKjUmC+//BKCIJT4atiwoU6yEtHLsTA1wcp3vfFe+9oAgEX7LiPox5N4VMh/TBGROF7qafBXrlyBs7MzatWqBUtLyxLrExMTNZ5r69atCAkJwcqVK+Hr64tFixYhICAAFy9ehL29fanx+fn5qF27NgYOHIiPPvromfM2adIE+/btU782MdH6YxKRjkkkAj57oxHqVLPE1F1n8fvpNNy4m481w33gaMNbaBDR66V1Z9C3b1+dvfmCBQswduxYBAYGAgBWrlyJ33//HevWrSvzKfMtWrRAixYtAOC5T6E3MTGBoyPvQktkiAa1qAnXqpYY930CztzORu+lR7BmuA88XCqLHY2IjIjWDdC0adN08saFhYVISEhAaGioeplEIoG/vz9iY2Nfae7Lly/D2dkZZmZm8PPzQ3h4OGrWrPnM8QUFBSgoKFC/fvrEe4VCAYVC8UpZ/uvpfLqe19ixrvqjj9p6uVjj53G+eP/7k7icmYe3V8UivF8T9HJ30tl7lAf8c6sfrKv+GHpttcn1UseGHjx4gO3btyMlJQWTJ09GlSpVkJiYCAcHB1SvXl2jObKyslBcXAwHB4cSyx0cHJCcnPwysQAAvr6+2LBhAxo0aIC0tDRMnz4d7dq1w9mzZ5956X54eDimT59eavnevXtL3PBRl6KiovQyr7FjXfVHH7UdUwvYpJDg3H0gZNsZRB49hR4uSkhK32y+QuOfW/1gXfXHUGubn5+v8VitG6DTp0/D398fNjY2uHbtGsaOHYsqVapgx44duHHjBjZt2qTtlDrVo0cP9c/u7u7w9fVFrVq18NNPP2H06NFlbhMaGqq+0zXwZA+Qi4sLunXrBmtra53mUygUiIqKQteuXSGT8c64usK66o++a9tHqcK8qMtYe+Qa9t6WADaO+KZ/U1iYVvxz9/jnVj9YV/0x9No+PYKjCa3/hgkJCcHIkSMxd+7cEntU3njjDQwdOlTjeezs7CCVSpGRkVFieUZGhk7P36lcuTLq16+PK1euPHOMXC6HXC4vtVwmk+ntF6zPuY0Z66o/+qqtDMDUN5uggaM1Pt95FnvPZ+LW/RNYM8IH1Sub6/z9DBH/3OoH66o/hlpbbTJpfRn88ePH8f7775daXr16daSnp2s8j6mpKby9vREdHa1eplQqER0dDT8/P21jPVNubi5SUlLg5GRc5xYQlTcDfVywZawv7CqZ4nxaDvosPYLj13Rzuw0iov/SugGSy+Vl7mK6dOkSqlWrptVcISEhWLNmDTZu3IgLFy5g/PjxyMvLU18VNnz48BInSRcWFiIpKQlJSUkoLCzE7du3kZSUVGLvzieffIKDBw/i2rVrOHr0KPr16wepVIohQ4Zo+1GJ6DXzca2CXRPaoKGjFbJyCzF0zTFsibshdiwiqoC0boB69+6NGTNmqM+0FgQBN27cwP/93/+hf//+Ws01aNAgzJs3D2FhYfD09ERSUhIiIyPVJ0bfuHEDaWlp6vGpqalo3rw5mjdvjrS0NMybNw/NmzfHmDFj1GNu3bqFIUOGoEGDBnj77bdRtWpVHDt2TOvmjIjEUcPWAjs+aI2ezZygKFbhs51n8PnOMygsUoodjYgqEK3PAZo/fz4GDBgAe3t7PHr0CB06dEB6ejr8/Pzw1VdfaR0gKCgIQUFBZa6LiYkp8drV1fWFt8+PiIjQOgMRGRYLUxMsHdocjWOsMW/vRfwQdwOXMh5i+TveqGZV+nw9IiJtad0A2djYICoqCkeOHMHp06eRm5sLLy8v+Pv76yMfERkpQRAwoVNdNHKywqQfk3D82n30XnoEq4f5oFkNG7HjEVE599LXmbZt2xZt27bVZRYiolI6N3TAzglt8N6mE/g7Kw8DVh7FnP7u6Ntcs3uOERGV5aUaoOjoaERHRyMzMxNKZcnj8uvWrdNJMCKip+raV8LOCW0QHHESBy7eQfDWJJxPy8H/dW8IqbHdNZGIdELrk6CnT5+Obt26ITo6GllZWbh//36JLyIifbAxl2HtiBaY0KkOAGD1ob8xcn08HuQXipyMiMojrfcArVy5Ehs2bMCwYcP0kYeI6JmkEgGTAxqikZM1Jm87jcOXs9Br6RGsfNcbTZx5XhARaU7rPUCFhYVo3bq1PrIQEWnkTXdn/Dy+NWpWscDNe4/w1vKj2HnyltixiKgc0boBGjNmDLZs2aKPLEREGmvsbI1fg9qiY4NqKChS4qOtp/Dl7nO8XxARaUTrQ2CPHz/G6tWrsW/fPri7u5d67saCBQt0Fo6I6HlsLGT4bkQLLN53CUv2X8GGo9dw9nY2lr/jBXtrM7HjEZEBe6mnwXt6egIAzp49W2KdIPBqDCJ6vaQSASHdGsC9RmV8tDUJJ67fR89vj2DFO17wca0idjwiMlBaN0AHDhzQRw4iolfi39gBuye2xfubT+BSRi4Grz6GsF6NMaxVLf7jjIhK0focICIiQ+VmZ4mdH7TBm+5OKFKqEPbLOXz80yk8KiwWOxoRGRiN9wC99dZbGo3bsWPHS4chInpVlnITfDukOTxdKiP8z2TsOHkb59NysOJdb7jZWYodj4gMhMYNkI0N77FBROWDIAgY0642mjjbYOKPiUhOf4je3x7BNwPd0b2pk9jxiMgAaNwArV+/Xp85iIh0zq9OVfz+YTsEbUnE8Wv3Me77RIxp64b/69EQMinPACAyZvwbgIgqNAdrM2wZ2wrvt68NAFh75CqGrD6G9OzHIicjIjGxASKiCk8mlSD0jUZYNcwbVnKTJ5fKLzmMv65kiR2NiETCBoiIjEZAE0f8OrEtGjlZ425eIYZ9F4el+y9DqVSJHY2IXjM2QERkVFztLLHzg9YY5OMCpQqYt/cSRm08jvt5fKo8kTFhA0RERsdMJsWcAe6YO8AdchMJYi7eQc8lh5Fw/b7Y0YjoNWEDRERG620fF+z8oA3c7CyRmv0Yg1bFYtXBFB4SIzICbICIyKg1drbGrxPboreHM4qUKoT/mYzRG4/jHg+JEVVobICIyOhVkptg8WBPhL/VDKYmEhz455DY8Wv3xI5GRHrCBoiICE/uHj2kZU38MqENattZIi37MQavPoblMVd4SIyoAmIDRET0Pxo5WWP3xLbo6+mMYqUKcyMvInDDcdzNLRA7GhHpEBsgIqL/qCQ3wcJBnpjTvxnkJhIcvHQHbyw5jLi/74odjYh0hA0QEVEZBEHAoBY18UtQG9SpZomMnAIMWXMMC6MuoahYKXY8InpFbICIiJ6joaM1dge1RX+vGlCqgMXRlzF0TRxSHzwSOxoRvQI2QEREL2ApN8H8tz2waJAnKslNEH/tHnosPozIs+liRyOil8QGiIhIQ32bV8fvH7aFRw0bZD9SYNz3CZi66wweK4rFjkZEWmIDRESkhVpVLbFtXGu836E2AOD7YzfQe+kRXEx/KHIyItIGGyAiIi2ZmkgQ2qMRNo1qCbtKclzKyEXvpUfw/bHrUKl4zyCi8kD0BmjZsmVwdXWFmZkZfH19ER8f/8yx586dQ//+/eHq6gpBELBo0aJXnpOI6GW1r18NkcHt0KF+NRQUKTF111mM+z6BT5YnKgdEbYC2bt2KkJAQTJs2DYmJifDw8EBAQAAyMzPLHJ+fn4/atWtj9uzZcHR01MmcRESvwq6SHOtHtsDUno0gkwrYcy4D3RcfwpHLWWJHI6LnELUBWrBgAcaOHYvAwEA0btwYK1euhIWFBdatW1fm+BYtWuCbb77B4MGDIZfLdTInEdGrkkgEjGlXGzs/aIPa/9wz6N3v4vDV7+dRUMQTpIkMkYlYb1xYWIiEhASEhoaql0kkEvj7+yM2Nva1zllQUICCgn9vc5+TkwMAUCgUUCgUL5XlWZ7Op+t5jR3rqj+sreYa2Ftg17hWCI+8iB+P38Kaw1dx+HIWFgxohnoOlUqNZ231g3XVH0OvrTa5RGuAsrKyUFxcDAcHhxLLHRwckJyc/FrnDA8Px/Tp00st37t3LywsLF4qy4tERUXpZV5jx7rqD2uruVYmQKUGArakSJCc/hB9lv2F3rWUaOeogiCUHs/a6gfrqj+GWtv8/HyNx4rWABmS0NBQhISEqF/n5OTAxcUF3bp1g7W1tU7fS6FQICoqCl27doVMJtPp3MaMddUf1vblvAEg8GEBPt15Focu38XP16TIktkhvF8TVLN6cgiftdUP1lV/DL22T4/gaEK0BsjOzg5SqRQZGRkllmdkZDzzBGd9zSmXy8s8p0gmk+ntF6zPuY0Z66o/rK32nKvIsHGULzYevYav/0zGwctZ6LUsFnMHuKNLo3/3VLO2+sG66o+h1labTKKdBG1qagpvb29ER0erlymVSkRHR8PPz89g5iQiehWCIGBkGzf8GtQWDR2tcDevEKM3nkDojjPIKygSOx6R0RL1EFhISAhGjBgBHx8ftGzZEosWLUJeXh4CAwMBAMOHD0f16tURHh4O4MlJzufPn1f/fPv2bSQlJaFSpUqoW7euRnMSEYmhgaMVdk1og3l7LmLtkav4Mf4Gjly+g7ecxU5GZJxEbYAGDRqEO3fuICwsDOnp6fD09ERkZKT6JOYbN25AIvl3J1VqaiqaN2+ufj1v3jzMmzcPHTp0QExMjEZzEhGJxUwmxdQ3G6NzI3tM3nYaN+8/wpL7UjzeexkfBzSEqYno96YlMhqinwQdFBSEoKCgMtc9bWqecnV11eg288+bk4hIbK3r2OHP4HaY9stZ7DyZilWHr+LQlbtYOMgDDR11e+EFEZWN/9wgIhKBtZkMc99qilH1i2FrIcOFtBz0/vYvrDqYgmIlnydGpG9sgIiIRORRVYXfg1qjS0N7FBYrEf5nMoasPoab9zS/nwkRaY8NEBGRyKpZybF2hA9mv9UMlqZSxF+7h+6LDuHH+Bt8ujyRnrABIiIyAIIgYHDLmvhzUnu0cLVFXmExQnecwYj1x5GW/UjseEQVDhsgIiIDUrOqBSLe88PnbzSCqYkEhy7dQbeFh7A94Rb3BhHpEBsgIiIDI5UIGNu+Nv74sB08XCrj4eMifLLtFMZuOoHMnMdixyOqENgAEREZqLr2lfDzOD9M6d4AplIJ9l3IRNeFh/BL0m3uDSJ6RWyAiIgMmIlUgg861sWvE9uiaXVrZD9SYFJEEsZ9n4Cs3AKx4xGVW2yAiIjKgQaOVtj5QRuEdK0PE4mAPecy0G3hIfx2OpV7g4heAhsgIqJyQiaV4MMu9fBLUBs0dLTCvbxCBG05iXHfJyDzIc8NItIGGyAionKmibMNdge1xYdd6qn3BnVdcAg7EnmlGJGm2AAREZVDpiYShHStj91BbdHE+cm5QSE/ncKoDbxvEJEm2AAREZVjjZ2tsWtCG0wOeHKl2IGLd9BtwSFE8C7SRM/FBoiIqJyTSSWY0Kkufv+wLTxdKuNhQRE+3XEGw76L5zPFiJ6BDRARUQVRz8EKP49vjc/faAS5iQRHrmQhYNEhbDx6DUo+YZ6oBDZAREQVyNO7SEcGt0dL1yrILyzGtN3nMHBVLC5nPBQ7HpHBYANERFQBudlZIuK9VpjRpwksTaVIuH4fPZccweJ9l1FYpBQ7HpHo2AAREVVQEomA4X6u2BvSAZ0aVENhsRIL913Cm98eRuKN+2LHIxIVGyAiogquemVzrBvZAkuGNEdVS1NcyshF/xVH8eXuc8grKBI7HpEo2AARERkBQRDQ28MZ+0I64C2v6lCpgA1Hr6HbwkOIuZgpdjyi144NEBGREbG1NMWCtz2xcVRLVK9sjtsPHmHk+uMIjjiJu3y4KhkRNkBEREaoQ/1q2PtRe4xu6waJAOxKSkWXBQfx04mbvIEiGQU2QERERspSboIv3myMHR+0QSMnazzIV2DK9tMYsuYYUu7kih2PSK/YABERGTlPl8rYHdQGoT0awkwmwbG/76HHosNYvO8yCoqKxY5HpBdsgIiICDKpBO93qIOojzqgQ/1/L5l/Y/FhxF+9J3Y8Ip1jA0RERGouVSywIfDJJfN2lUyRcicPb6+Kxac/n8aD/EKx4xHpDBsgIiIq4ekl89EhHTGkpQsAIOL4TfgvOIhdJ2/zJGmqENgAERFRmWwsZAh/yx0/ve+HuvaVkJVbiOCtSXhnbRxPkqZyjw0QERE9V0u3Kvjjw3aYHNAAchMJjqbcRY9Fh7Eg6hIeK3iSNJVPbICIiOiFTE0kmNCpLqI+6oCO/zxXbEn0ZQQsOoRDl+6IHY9Ia2yAiIhIYzWrWmD9yBZY8Y4XHKzluH43H8PXxSNoSyIycx6LHY9IYwbRAC1btgyurq4wMzODr68v4uPjnzt+27ZtaNiwIczMzNCsWTP88ccfJdaPHDkSgiCU+Orevbs+PwIRkdEQBAE9mjlhX0gHjGrz5E7Sv51OQ5f5B7Hx6DUUK3mSNBk+0RugrVu3IiQkBNOmTUNiYiI8PDwQEBCAzMyyH8539OhRDBkyBKNHj8bJkyfRt29f9O3bF2fPni0xrnv37khLS1N//fjjj6/j4xARGQ0rMxnCejXG7qC28Khhg4cFRZi2+xz6LDuCkzfuix2P6LlEb4AWLFiAsWPHIjAwEI0bN8bKlSthYWGBdevWlTl+8eLF6N69OyZPnoxGjRph5syZ8PLywtKlS0uMk8vlcHR0VH/Z2tq+jo9DRGR0mla3wY4P2mBm36awMjPB2ds5eGvFUYTuOMN7B5HBMhHzzQsLC5GQkIDQ0FD1MolEAn9/f8TGxpa5TWxsLEJCQkosCwgIwK5du0osi4mJgb29PWxtbdG5c2fMmjULVatWLXPOgoICFBT8+xTknJwcAIBCoYBCoXiZj/ZMT+fT9bzGjnXVH9ZWfypabQd7O8O/QVXM3XMJO5PS8GP8DUSeTcPkbvXRv7kzJBLhteSoaHU1JIZeW21yidoAZWVlobi4GA4ODiWWOzg4IDk5ucxt0tPTyxyfnp6uft29e3e89dZbcHNzQ0pKCj777DP06NEDsbGxkEqlpeYMDw/H9OnTSy3fu3cvLCwsXuajvVBUVJRe5jV2rKv+sLb6U9Fq29EcqNEE2Pa3FOn5Cny26xzWRJ/FQLdiVLd8fTkqWl0NiaHWNj8/X+OxojZA+jJ48GD1z82aNYO7uzvq1KmDmJgYdOnSpdT40NDQEnuVcnJy4OLigm7dusHa2lqn2RQKBaKiotC1a1fIZDKdzm3MWFf9YW31p6LXdnyxEpuO3cC3+1Nw9WEx5p0xwbBWNTGpc11Ymenvfz8Vva5iMvTaPj2CowlRGyA7OztIpVJkZGSUWJ6RkQFHR8cyt3F0dNRqPADUrl0bdnZ2uHLlSpkNkFwuh1wuL7VcJpPp7Resz7mNGeuqP6yt/lTU2spkwLiO9dCneQ3M+u0Cfj+Tho2xN/Dn2Qx83rMRens4QxD0d1isotbVEBhqbbXJJOpJ0KampvD29kZ0dLR6mVKpRHR0NPz8/Mrcxs/Pr8R44MmuuGeNB4Bbt27h7t27cHJy0k1wIiLSmJONOZa944VNo1rCzc4SmQ8LMCkiCYNXH8OljIdixyMjJfpVYCEhIVizZg02btyICxcuYPz48cjLy0NgYCAAYPjw4SVOkp40aRIiIyMxf/58JCcn48svv8SJEycQFBQEAMjNzcXkyZNx7NgxXLt2DdHR0ejTpw/q1q2LgIAAUT4jEREB7etXQ2RwO3zctT7MZBLEXb2HHosPY9Zv5/HwsWGeVEsVl+gN0KBBgzBv3jyEhYXB09MTSUlJiIyMVJ/ofOPGDaSlpanHt27dGlu2bMHq1avh4eGB7du3Y9euXWjatCkAQCqV4vTp0+jduzfq16+P0aNHw9vbG4cPHy7zMBcREb0+chMpJnaph30hHRDQxAHFShXWHrmKzvP5pHl6vQziJOigoCD1Hpz/iomJKbVs4MCBGDhwYJnjzc3NsWfPHl3GIyIiHatha4FVw3wQczETX+4+h2t38xG8NQlb4m9gZp+maOBoJXZEquBE3wNERETGq2MDe+z5qD0mBzSAmUyC+Kv38MaSw5jx63nk8LAY6REbICIiEpXcRIoJnepiX0gHdG/iiGKlCuv+uorO8w5iR+ItHhYjvWADREREBqGGrQVWDvPGxn+uFsvKLUDIT6cwcGUszqVmix2PKhg2QEREZFA6/HO12JTuDWAuk+LE9fvo9e0RhP1yFtn5PCxGusEGiIiIDI7cRIoPOtbF/k864E13JyhVwKbY6+g0PwYR8TegVPKwGL0aNkBERGSwnGzMsXSoF7aM8UU9+0q4l1eIT3ecQb/lf+HUzQdix6NyjA0QEREZvNZ17fDHpHaY2rMRKslNcOpWNvou/wuf/nwad3MLxI5H5RAbICIiKhdkUgnGtKuN/R93wFvNq0OlAiKO30SneTHYFHsNxTwsRlpgA0REROWKvbUZFgzyxLZxfmjkZI2cx0UI++Ucen17BCeu3RM7HpUTbICIiKhcauFaBb8GtcGMPk1gbWaC82k5GLAyFpO3n0F2odjpyNCxASIionLLRCrBcD9XHPikIwa3cIEgALtOpeGrJCnWH70ORbFS7IhkoNgAERFRuVe1khyz+7tj5wdt4F7dGgXFAr7+8yLeWHwYR69kiR2PDBAbICIiqjA8XSpj23u+GFy7GLYWMlzOzMXQtXEI2pKI9OzHYscjA8IGiIiIKhSJRICfgwp7J7XFsFa1IBGA306nofP8GKw6mILCIh4WIzZARERUQVW2kGFm36bYHdQWXjUrI7+wGOF/JuONJTwsRmyAiIiogmta3Qbbx7XGNwPcUdXSFFd4WIzABoiIiIyARCJgoI8L9n/cESP8eFiM2AAREZERsbGQYXqfpvh1Ylt417IteVgshYfFjAkbICIiMjpNnG2w7X2/kofF1sTho61JuPOQzxYzBmyAiIjIKKkPi33SEcNa1YIgADtP3kbn+THYzGeLVXhsgIiIyKjZmD+5WmzXB23QrLoNHj4uwhe/nEO/5X/h9K0HYscjPWEDREREBMDDpTJ2TXjybDEruQlO38pGn2V/IeyXs8h+pBA7HukYGyAiIqJ/SCUChvu5IvqTDujj6QyVCtgUex1d5h/ErpO3oVLxsFhFwQaIiIjoP+ytzLB4cHP8MMYXte0skZVbgOCtSRj2XTyu380TOx7pABsgIiKiZ2hT1w5/BrfDJ93qQ24iwZErWQhYdAgrD6agiE+aL9fYABERET2H3ESKoM71sCe4PVrXqYrHCiVm/5mM3kt5knR5xgaIiIhIA652lvhhjC/mDnCHjbkM59Ny0HfZX5j523nkFxaJHY+0xAaIiIhIQ4Ig4G0fF+wL6YDeHs5QqoDvjlxF1wWHEHMxU+x4pAUTsQMQERGVN9Ws5FgypDn6Na+OqbvO4vaDRxi5/jj6eDpjRGtXmEolkAgCTKTCk+8SAdL/fgkCpNJ/vv/PMolEEPvjGQU2QERERC+pU0N77P2oPebvvYQNR6/il6RU/JKU+kpzCgJgIvm3cZJISjZQJhIJJBI8+S48+S4tsV545usn2/677L/zP/kuecZyAQJUSE4X8PDELchlJjCR/jv+f8fJpJJ/vv+73kT65P2f/mxtLoO1mUxHvwntsQEiIiJ6BZZyE4T1aow+ns4I//MCbt57BKVKhSKlCkplye/FKhWKlarnPmZDpQIUxSoAKhjmU8mk2Hb1/CvPMq5DHXzao6EO8rwcg2iAli1bhm+++Qbp6enw8PDAt99+i5YtWz5z/LZt2/DFF1/g2rVrqFevHubMmYM33nhDvV6lUmHatGlYs2YNHjx4gDZt2mDFihWoV6/e6/g4RERkhDxcKiPiPT+NxqpUKihVUDdDxSoViouffC9SKqFUouT3fxqqomJVieZK8c/rp/MUKf/35yfbKYqfjH3afBUV/897ql8r/3nvJzmKSsynVL8uVBTjdloa7Ko5QAmUmK9IqUTxP5mKlSoo/nldVPzvuqL/eS03Efc0ZNEboK1btyIkJAQrV66Er68vFi1ahICAAFy8eBH29valxh89ehRDhgxBeHg43nzzTWzZsgV9+/ZFYmIimjZtCgCYO3culixZgo0bN8LNzQ1ffPEFAgICcP78eZiZmb3uj0hERFSCIAiQCk/uPF2eKBQK/PHHbbzxRnPIZOIdvtIF0a8CW7BgAcaOHYvAwEA0btwYK1euhIWFBdatW1fm+MWLF6N79+6YPHkyGjVqhJkzZ8LLywtLly4F8KSrXrRoEaZOnYo+ffrA3d0dmzZtQmpqKnbt2vUaPxkREREZKlEboMLCQiQkJMDf31+9TCKRwN/fH7GxsWVuExsbW2I8AAQEBKjHX716Fenp6SXG2NjYwNfX95lzEhERkXER9RBYVlYWiouL4eDgUGK5g4MDkpOTy9wmPT29zPHp6enq9U+XPWvMfxUUFKCg4N9TzXJycgA82dWnUOj2CcBP59P1vMaOddUf1lZ/WFv9YF31x9Brq00u0c8BMgTh4eGYPn16qeV79+6FhYWFXt4zKipKL/MaO9ZVf1hb/WFt9YN11R9DrW1+fr7GY0VtgOzs7CCVSpGRkVFieUZGBhwdHcvcxtHR8bnjn37PyMiAk5NTiTGenp5lzhkaGoqQkBD165ycHLi4uKBbt26wtrbW+nM9j0KhQFRUFLp27VruTyAzJKyr/rC2+sPa6gfrqj+GXtunR3A0IWoDZGpqCm9vb0RHR6Nv374AAKVSiejoaAQFBZW5jZ+fH6KjoxEcHKxeFhUVBT+/J5ceurm5wdHREdHR0eqGJycnB3FxcRg/fnyZc8rlcsjl8lLLZTKZ3n7B+pzbmLGu+sPa6g9rqx+sq/4Yam21yST6IbCQkBCMGDECPj4+aNmyJRYtWoS8vDwEBgYCAIYPH47q1asjPDwcADBp0iR06NAB8+fPR8+ePREREYETJ05g9erVAJ5cWhgcHIxZs2ahXr166svgnZ2d1U0WERERGTfRG6BBgwbhzp07CAsLQ3p6Ojw9PREZGak+ifnGjRuQSP69WK1169bYsmULpk6dis8++wz16tXDrl271PcAAoApU6YgLy8P7733Hh48eIC2bdsiMjKS9wAiIiIiAAbQAAFAUFDQMw95xcTElFo2cOBADBw48JnzCYKAGTNmYMaMGbqKSERERBWI6DdCJCIiInrd2AARERGR0WEDREREREaHDRAREREZHTZAREREZHQM4iowQ6NSqQBod0dJTSkUCuTn5yMnJ8cgbyJVXrGu+sPa6g9rqx+sq/4Yem2f/n/76f/Hn4cNUBkePnwIAHBxcRE5CREREWnr4cOHsLGxee4YQaVJm2RklEolUlNTYWVlBUEQdDr30+eM3bx5U+fPGTNmrKv+sLb6w9rqB+uqP4ZeW5VKhYcPH8LZ2bnETZTLwj1AZZBIJKhRo4Ze38Pa2tog//CUd6yr/rC2+sPa6gfrqj+GXNsX7fl5iidBExERkdFhA0RERERGhw3QayaXyzFt2jTI5XKxo1QorKv+sLb6w9rqB+uqPxWptjwJmoiIiIwO9wARERGR0WEDREREREaHDRAREREZHTZAREREZHTYAL1Gy5Ytg6urK8zMzODr64v4+HixI5V7hw4dQq9eveDs7AxBELBr1y6xI1UY4eHhaNGiBaysrGBvb4++ffvi4sWLYscq91asWAF3d3f1jeT8/Pzw559/ih2rQpo9ezYEQUBwcLDYUcq9L7/8EoIglPhq2LCh2LFeCRug12Tr1q0ICQnBtGnTkJiYCA8PDwQEBCAzM1PsaOVaXl4ePDw8sGzZMrGjVDgHDx7EhAkTcOzYMURFRUGhUKBbt27Iy8sTO1q5VqNGDcyePRsJCQk4ceIEOnfujD59+uDcuXNiR6tQjh8/jlWrVsHd3V3sKBVGkyZNkJaWpv46cuSI2JFeCS+Df018fX3RokULLF26FMCT5425uLhg4sSJ+PTTT0VOVzEIgoCdO3eib9++YkepkO7cuQN7e3scPHgQ7du3FztOhVKlShV88803GD16tNhRKoTc3Fx4eXlh+fLlmDVrFjw9PbFo0SKxY5VrX375JXbt2oWkpCSxo+gM9wC9BoWFhUhISIC/v796mUQigb+/P2JjY0VMRqS57OxsAE/+Z026UVxcjIiICOTl5cHPz0/sOBXGhAkT0LNnzxJ/59Kru3z5MpydnVG7dm288847uHHjhtiRXgkfhvoaZGVlobi4GA4ODiWWOzg4IDk5WaRURJpTKpUIDg5GmzZt0LRpU7HjlHtnzpyBn58fHj9+jEqVKmHnzp1o3Lix2LEqhIiICCQmJuL48eNiR6lQfH19sWHDBjRo0ABpaWmYPn062rVrh7Nnz8LKykrseC+FDRARvdCECRNw9uzZcn/M31A0aNAASUlJyM7Oxvbt2zFixAgcPHiQTdArunnzJiZNmoSoqCiYmZmJHadC6dGjh/pnd3d3+Pr6olatWvjpp5/K7aFbNkCvgZ2dHaRSKTIyMkosz8jIgKOjo0ipiDQTFBSE3377DYcOHUKNGjXEjlMhmJqaom7dugAAb29vHD9+HIsXL8aqVatETla+JSQkIDMzE15eXuplxcXFOHToEJYuXYqCggJIpVIRE1YclStXRv369XHlyhWxo7w0ngP0GpiamsLb2xvR0dHqZUqlEtHR0TzuTwZLpVIhKCgIO3fuxP79++Hm5iZ2pApLqVSioKBA7BjlXpcuXXDmzBkkJSWpv3x8fPDOO+8gKSmJzY8O5ebmIiUlBU5OTmJHeWncA/SahISEYMSIEfDx8UHLli2xaNEi5OXlITAwUOxo5Vpubm6Jf4FcvXoVSUlJqFKlCmrWrClisvJvwoQJ2LJlC3755RdYWVkhPT0dAGBjYwNzc3OR05VfoaGh6NGjB2rWrImHDx9iy5YtiImJwZ49e8SOVu5ZWVmVOkfN0tISVatW5blrr+iTTz5Br169UKtWLaSmpmLatGmQSqUYMmSI2NFeGhug12TQoEG4c+cOwsLCkJ6eDk9PT0RGRpY6MZq0c+LECXTq1En9OiQkBAAwYsQIbNiwQaRUFcOKFSsAAB07diyxfP369Rg5cuTrD1RBZGZmYvjw4UhLS4ONjQ3c3d2xZ88edO3aVexoRM9069YtDBkyBHfv3kW1atXQtm1bHDt2DNWqVRM72kvjfYCIiIjI6PAcICIiIjI6bICIiIjI6LABIiIiIqPDBoiIiIiMDhsgIiIiMjpsgIiIiMjosAEiIiIio8MGiIiIiIwOGyAiMngjR45E3759RXv/YcOG4euvv9Z4fFZWFuzt7XHr1i09piKiV8E7QRORqARBeO76adOm4aOPPoJKpULlypVfT6j/cerUKXTu3BnXr19HpUqVADx55tznn3+OmJgY3Lt3D3Z2dvD29sacOXPQsGFDAE+enXT//n189913rz0zEb0YGyAiEtXTh6wCwNatWxEWFoaLFy+ql1WqVEndeIhhzJgxMDExwcqVKwEACoUCjRo1QoMGDfDFF1/AyckJt27dwp9//ok333wTrVq1AgCcO3cO3t7eSE1NRZUqVUTLT0Rl4yEwIhKVo6Oj+svGxgaCIJRYVqlSpVKHwDp27IiJEyciODgYtra2cHBwwJo1a5CXl4fAwEBYWVmhbt26+PPPP0u819mzZ9GjRw9UqlQJDg4OGDZsGLKysp6Zrbi4GNu3b0evXr3Uy86dO4eUlBQsX74crVq1Qq1atdCmTRvMmjVL3fwAQJMmTeDs7IydO3fqrlhEpDNsgIioXNq4cSPs7OwQHx+PiRMnYvz48Rg4cCBat26NxMREdOvWDcOGDUN+fj4A4MGDB+jcuTOaN2+OEydOIDIyEhkZGXj77bef+R6nT59GdnY2fHx81MuqVasGiUSC7du3o7i4+LkZW7ZsicOHD+vmAxORTrEBIqJyycPDA1OnTkW9evUQGhoKMzMz2NnZYezYsahXrx7CwsJw9+5dnD59GgCwdOlSNG/eHF9//TUaNmyI5s2bY926dThw4AAuXbpU5ntcv34dUqkU9vb26mXVq1fHkiVLEBYWBltbW3Tu3BkzZ87E33//XWp7Z2dnXL9+XT8FIKJXwgaIiMold3d39c9SqRRVq1ZFs2bN1MscHBwAAJmZmQCenMx84MAB9TlFlSpVUp+wnJKSUuZ7PHr0CHK5vNSJ2hMmTEB6ejp++OEH+Pn5Ydu2bWjSpAmioqJKjDM3N1fvgSIiw2IidgAiopchk8lKvBYEocSyp02LUqkEAOTm5qJXr16YM2dOqbmcnJzKfA87Ozvk5+ejsLAQpqamJdZZWVmhV69e6NWrF2bNmoWAgADMmjULXbt2VY+5d+8eqlWr9nIfkIj0ig0QERkFLy8v/Pzzz3B1dYWJiWZ/9Xl6egIAzp8/r/65LIIgoGHDhjh69GiJ5WfPnkXHjh1fMjER6RMPgRGRUZgwYQLu3buHIUOG4Pjx40hJScGePXsQGBj4zJOZq1WrBi8vLxw5ckS9LCkpCX369MH27dtx/vx5XLlyBd999x3WrVuHPn36qMfl5+cjISEB3bp10/tnIyLtsQEiIqPg7OyMv/76C8XFxejWrRuaNWuG4OBgVK5cGRLJs/8qHDNmDH744Qf16xo1asDV1RXTp0+Hr68vvLy8sHjxYkyfPh2ff/65etwvv/yCmjVrol27dnr9XET0cngjRCKi53j06BEaNGiArVu3ws/PT+PtWrVqhQ8//BBDhw7VYzoielncA0RE9Bzm5ubYtGnTc2+Y+F9ZWVl46623MGTIED0mI6JXwT1AREREZHS4B4iIiIiMDhsgIiIiMjpsgIiIiMjosAEiIiIio8MGiIiIiIwOGyAiIiIyOmyAiIiIyOiwASIiIiKjwwaIiIiIjM7/A40yhW4pu7Z3AAAAAElFTkSuQmCC", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -443,7 +416,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.5" + "version": "3.9.16" }, "orig_nbformat": 4 }, diff --git a/docs/notebooks/example_liquid.ipynb b/docs/notebooks/example_liquid.ipynb index 5aabeae06..5f1c7dd53 100644 --- a/docs/notebooks/example_liquid.ipynb +++ b/docs/notebooks/example_liquid.ipynb @@ -9,6 +9,7 @@ "from rocketpy.motors import LiquidMotor, CylindricalTank\n", "from rocketpy.motors.Tank import MassFlowRateBasedTank\n", "from rocketpy.motors import Fluid\n", + "from rocketpy import Function\n", "\n", "from math import exp" ] @@ -20,7 +21,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -30,7 +31,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -61,20 +62,24 @@ "\n", "oxidizer_tank = MassFlowRateBasedTank(\n", " name=\"oxidizer tank\",\n", - " tank_geometry=tanks_shape,\n", + " geometry=tanks_shape,\n", + " flux_time=(0,5),\n", " initial_liquid_mass=32,\n", - " initial_gas_mass=0.01,\n", + " initial_gas_mass=.1,\n", " liquid_mass_flow_rate_in=0,\n", " liquid_mass_flow_rate_out=lambda t: 32/3*exp(-0.25*t),\n", " gas_mass_flow_rate_in=0,\n", - " gas_mass_flow_rate_out=lambda t: 0.01/3*exp(-0.25*t),\n", + " gas_mass_flow_rate_out=0,\n", " liquid=oxidizer_liq,\n", " gas=oxidizer_gas\n", ")\n", "\n", + "oxidizer_tank.gasCenterOfMass(1)\n", + "\n", "fuel_tank = MassFlowRateBasedTank(\n", " name=\"fuel tank\",\n", - " tank_geometry=tanks_shape,\n", + " geometry=tanks_shape,\n", + " flux_time=(5,),\n", " initial_liquid_mass=21,\n", " initial_gas_mass=0.01,\n", " liquid_mass_flow_rate_in=0,\n", @@ -114,8 +119,8 @@ "\n", "Motor Details\n", "Total Burning Time: 5 s\n", - "Total Propellant Mass: 53.020 kg\n", - "Propellant Exhaust Velocity: 377.216 m/s\n", + "Total Propellant Mass: 53.110 kg\n", + "Propellant Exhaust Velocity: 376.577 m/s\n", "Average Thrust: 4000.000 N\n", "Maximum Thrust: 4000.0 N at 0.0 s after ignition.\n", "Total Impulse: 20000.000 Ns\n", @@ -125,7 +130,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -145,7 +150,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -155,7 +160,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -165,7 +170,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAkAAAAHHCAYAAABXx+fLAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy88F64QAAAACXBIWXMAAA9hAAAPYQGoP6dpAABn10lEQVR4nO3deXhN5/7+8ffeOzNJDJFRzPNMEGOpWVXRSc20tFVpaU4nrVLV0lG1pyrqoLR1KFWdFGmImZCY56HElBBBSEgi2b8//JqefAVJJHtluF/XlevqXnutJ5/9qcRtrWc9y2S1Wq2IiIiIFCNmowsQERERsTUFIBERESl2FIBERESk2FEAEhERkWJHAUhERESKHQUgERERKXYUgERERKTYUQASERGRYkcBSERERIodBSARKRKGDh1KpUqVjC5DRAoJBSARyXN79uzh8ccfp2LFijg5OeHn50fnzp3597//bXRphrpx4wbVqlWjVq1apKSk3PZ+9+7dcXd35+zZswZUJ1K8KACJSJ7atGkTTZs2ZdeuXYwYMYIvv/yS4cOHYzab+fzzz40uz1BOTk7MmDGDQ4cOMWXKlEzvLVy4kBUrVvD+++/j6+trUIUixYdJD0MVkbzUo0cPtm3bxuHDhylVqlSm986fP4+np2e+fN+hQ4cSHh7OiRMn7nus9PR0UlJScHJyuv/CsjBgwAB+/PFHdu/eTY0aNbh8+TK1a9fG39+fLVu2YDbr36Yi+U0/ZSKSp44dO0bdunVvCz9AluHnu+++o3nz5ri4uFC6dGkeeOABVq1alfH+zz//TI8ePfD19cXR0ZGqVasyadIk0tLS7lnLJ598QqtWrShbtizOzs4EBASwZMmS2/YzmUwEBQXx/fffU7duXRwdHVmxYkWWY65evRqz2cz48eMzbV+wYAEmk4kZM2bcs67PPvsMFxcXnn/+eQDeeOMNLly4wMyZMxV+RGxEZ4BEJE917dqVzZs3s2nTJurVq3fXfSdOnMg777xDq1at6NOnDw4ODmzduhV/f38++OADgIztzZo1o2TJkqxevZrFixfzyiuv8PHHH2eMldUZIH9/fx555BHq1KlDSkoKCxcuJCIigt9++40ePXpk7GcymahduzZxcXEEBQXh4eFBq1ataNSoUZZ1BwUFMXPmTLZu3UqTJk04d+4c9erVo0mTJqxatQqTyXTPPn399dc899xzBAUFMX36dMaMGcPUqVPveZyI5A0FIBHJU6GhoXTv3h2A5s2b07ZtWzp27MiDDz6Ivb19xn5Hjx6lZs2a9OrViyVLlmQ682G1WjNCxPXr13F2ds70PZ5//nm+/fZb4uPjcXR0BLIOQP/32NTUVJo0aYKnpydhYWEZ200mE2azmT179lCnTp17fsakpCQaNmyIo6MjkZGRPPbYY6xfv549e/ZQoUKFbPXJarXStm1bNm7ciL+/P/v376dkyZLZOlZE7p/OtYpInurcuTObN2/mkUceYdeuXXz00Ud07doVPz8/fvnll4z9li1bRnp6OuPHj7/tss//nkH53wBz9epV4uLiaNu2LUlJSRw8ePCutfzvsZcuXeLKlSu0bduWqKio2/Zt165dtsIPgIuLC9988w0HDhzggQce4Pfff+ezzz7LdviBW5+xTJkyALRs2VLhR8TGFIBEJM81a9aMpUuXcunSJSIiIhg7dixXr17l8ccfZ//+/cCtuUJms/meoWPfvn306dMHd3d33NzcKFeuHAMHDgTgypUrdz32t99+o0WLFjg5OVGmTBnKlSvHjBkzsjyucuXKOfqMrVu3ZuTIkURERNC1a1eefvrpHB2/dOlSfv31V+rVq8fixYtZv359jo4XkfujACQi+ebvuTuTJ09mxowZpKamsnjx4mwff/nyZdq1a8euXbt49913+fXXXwkNDeXDDz8Ebt2tdSfr16/nkUcewcnJia+++orly5cTGhpK//79yerK//+9zHYvycnJhIeHA7fCXFJSUraPvXr1Ki+99BIBAQFs2rSJihUrMnLkSFJTU3NUg4jkngKQiNhE06ZNATh37hwAVatWJT09PeOMUFbCw8O5ePEi33zzDaNHj+bhhx+mU6dOlC5d+p7f78cff8TJyYmVK1fy9NNP0717dzp16pQ3HwaYMGECBw4c4JNPPuGvv/7ijTfeyPax48aN49y5c8ycORNXV1f+/e9/s2/fPj799NM8q09E7k4BSETy1Jo1a7I8w7J8+XIAatasCUDv3r0xm828++67t53J+ft4i8WS6TVASkoKX3311T3rsFgsmEymTLfLnzhxgmXLluXsA2Vh69atfPLJJ4wZM4Z//etfvPrqq3z55ZesXbv2nsdGRkYyffp0goKCCAgIAODhhx+mT58+TJo0iZMnT953fSJyb7oLTETyVL169UhKSqJPnz4Zj3zYtGkTixYtwt/fnx07dmSsETR+/HgmTZpEq1atePTRR3F0dGTbtm34+voyZcoULl68SPXq1XFzc+Oll17CZDLx7bffkp6ezq5du1izZg3t27cHbr8LbPXq1XTs2JG2bdvSv39/zp8/z/Tp0/H29mb37t2ZQpXJZGLUqFF8+eWX9/x8N27coFGjRphMJnbs2IGTkxMpKSk0adKEpKQk9uzZQ4kSJbI8Ni0tjebNmxMbG8uBAwdwdXXNeO/UqVPUqVOHBx98MNNkcRHJJ1YRkTz0xx9/WJ9++mlrrVq1rCVLlrQ6ODhYq1WrZn3xxRetsbGxt+0/Z84ca+PGja2Ojo7W0qVLW9u1a2cNDQ3NeH/jxo3WFi1aWJ2dna2+vr7W1157zbpy5UorYF2zZk3GfkOGDLFWrFgx09izZ8+2Vq9e3ero6GitVauWde7cudYJEyZY/++vPsA6atSobH2+l19+2WqxWKxbt27NtH379u1WOzs768iRI+947GeffWYFrEuWLMny/U8++cQKWJcuXZqtWkQk93QGSERERIodzQESERGRYkcBSERERIodBSAREREpdhSAREREpNhRABIREZFiRwFIREREih07owsoiNLT0zl79iyurq6ZnkotIiIiBZfVauXq1av4+vpiNt/9HI8CUBbOnj2Lv7+/0WWIiIhILpw6dYry5cvfdR8FoCz8vTz9qVOncHNzy9OxU1NTWbVqFV26dMHe3j5Px5Z/qM+2oT7bhvpsG+qzbeRnnxMSEvD398/0mJk7UQDKwt+Xvdzc3PIlALm4uODm5qYfsHykPtuG+mwb6rNtqM+2YYs+Z2f6iiZBi4iISLGjACQiIiLFjgKQiIiIFDsKQCIiIlLsKACJiIhIsaMAJCIiIsWOApCIiIgUOwpAIiIiUuwoAImIiEixowAkIiIixY4CkIiIiBQ7CkAiIiJS7CgA2di6I3GkpRtdhYiISPGmAGRDn6w8xDPzo/j5pNouIiJiJP1NbEMNyrsDsDbGzM+7zhlcjYiISPGlAGRDXep6M7JdZQDG/byP/WcTDK5IRESkeFIAsrHRHapRyz2dG6npPP9dJFeSUo0uSUREpNhRALIxi9nE4OrplC/tTHR8EqMX7SA93Wp0WSIiIsWKApABStjDl081xNHOTPihC0wLO2J0SSIiIsWKApBB6vq6MeXR+gB8EXaEP/fHGlyRiIhI8aEAZKBHm5RnSMuKALz8w07+iks0uCIREZHiQQHIYG/1qEPTiqW5euMmz38bSWLyTaNLEhERKfIUgAzmYGfmqwFNKOfqyKHYq7z+426sVk2KFhERyU8KQAWAp5sTXw1ogp3ZxG+7zzF7w19GlyQiIlKkKQAVEM0qleHth+sAMOWPg2w+dtHgikRERIouBaACZHDLivRp7EdaupWgBVGcuXzd6JJERESKJAWgAsRkMjG5T33q+rpxMTGFZ+dv53pKmtFliYiIFDkKQAWMs4OFmYMCKFPCgX1nEzQpWkREJB8oABVA5Uu7ZEyK/mXXWb5ed9zokkRERIoUBaACqkWVsozveWtS9IcrDrL28AWDKxIRESk6FIAKsEEtKvJk0/KkW+HFBVGc0ErRIiIieUIBqAAzmUxM6l2PxhVKkXDjJiPmb+eaVooWERG5bwpABZyjnYWQgQF4ujpy5Pw1ghftJD1dk6JFRETuh+EBaPr06VSqVAknJycCAwOJiIi4476pqam8++67VK1aFScnJxo2bMiKFSvua8zCwMvNiZmDAnCwmFm1P5YvVh8xuiQREZFCzdAAtGjRIoKDg5kwYQJRUVE0bNiQrl27cv78+Sz3HzduHDNnzuTf//43+/fv5/nnn6dPnz7s2LEj12MWFo0rlOa9PvUAmPbnEVbuizG4IhERkcLL0AA0depURowYwbBhw6hTpw4hISG4uLgwZ86cLPf/9ttvefPNN3nooYeoUqUKI0eO5KGHHuLTTz/N9ZiFyZNN/RnaqhIAwYt2cjj2qrEFiYiIFFKGBaCUlBQiIyPp1KnTP8WYzXTq1InNmzdneUxycjJOTk6Ztjk7O7Nhw4Zcj1nYvNWjNi2rlCUxJY0R87dzOSnF6JJEREQKHTujvnFcXBxpaWl4eXll2u7l5cXBgwezPKZr165MnTqVBx54gKpVqxIWFsbSpUtJS0vL9ZhwK1glJydnvE5ISABuzTlKTU3N1ee7k7/Hu59xpz1Zn0dDtnDyYhIvfBfJfwY3wd5i+HSuAiUv+iz3pj7bhvpsG+qzbeRnn3MypmEBKDc+//xzRowYQa1atTCZTFStWpVhw4bd9+WtKVOmMHHixNu2r1q1ChcXl/sa+05CQ0Pv6/gBFWBagoVNx+N5bsYqHq+SnkeVFS3322fJHvXZNtRn21CfbSM/+pyUlJTtfQ0LQB4eHlgsFmJjYzNtj42NxdvbO8tjypUrx7Jly7hx4wYXL17E19eXN954gypVquR6TICxY8cSHByc8TohIQF/f3+6dOmCm5tbbj9illJTUwkNDaVz587Y29vf11iV653nhf/uZH2smY7N6zKguX8eVVn45WWf5c7UZ9tQn21DfbaN/Ozz31dwssOwAOTg4EBAQABhYWH07t0bgPT0dMLCwggKCrrrsU5OTvj5+ZGamsqPP/7Ik08+eV9jOjo64ujoeNt2e3v7fPshyIuxuzfw45WL1/l45SEm/X6QGl5utKrmkUcVFg35+f9Q/qE+24b6bBvqs23kR59zMp6hE0eCg4OZNWsW8+bN48CBA4wcOZLExESGDRsGwODBgxk7dmzG/lu3bmXp0qUcP36c9evX061bN9LT03nttdeyPWZR80L7qvRu5EtaupWR3+txGSIiItlh6Bygvn37cuHCBcaPH09MTAyNGjVixYoVGZOYo6OjMZv/yWg3btxg3LhxHD9+nJIlS/LQQw/x7bffUqpUqWyPWdSYTCY+eKwBf11MYtepywyfv52lL7TCzUn/ehEREbkTwydBBwUF3fHyVHh4eKbX7dq1Y//+/fc1ZlHkZG9h1qAAHvlyI0fPX+Ol/+5g9pBmWMwmo0sTEREpkHTvdBHh6ebErMFNcbI3E37oAh/8ccDokkRERAosBaAipH55dz59ohEAs9b/xQ/bTxlbkIiISAGlAFTE9Gjgw+iO1QF466c9bD8Rb3BFIiIiBY8CUBE0umN1HqrvTWqalee+jeRUfPYXhhIRESkOFICKILPZxCdPNKSurxsXE1N4+pttJNzQ0u4iIiJ/UwAqolwc7Jg9pBlebo4cOX+NUd9HcTNNj8sQEREBBaAizdvdidlDmuFsb2H9kTje+XUfVqvV6LJEREQMpwBUxNXzc+fzpxphMsF3W6KZu/GE0SWJiIgYTgGoGOhS15s3u9cGYNLv+wk7EHuPI0RERIo2BaBiYnjbyvRrXgGrFV787w72n83+E3NFRESKGgWgYsJkMvFur7q0qeZBUkoaz8zbxvmEG0aXJSIiYggFoGLE3mJm+oAmVC1XgnNXbvDMvO0kpdw0uiwRERGbUwAqZtyd7Zk7tDllSjiw58wVXl60k/R03RkmIiLFiwJQMVShrAtfDwrAwWJm5b5YPlx50OiSREREbEoBqJhqWqkMHz/RAICZa4/z34hogysSERGxHQWgYqxXIz/GdLr14NRxy/YSfui8wRWJiIjYhgJQMTe6Y3Uea1KetHQro76PYt/ZK0aXJCIiku8UgIo5k8nElEfr06pqWRJT0nj6m22cvXzd6LJERETylQKQ4GBnZsbAAGp4lSQ2IVlPjxcRkSJPAUiA/397/LDmeLo6cjDmKi98F0Wqnh4vIiJFlAKQZPAr5cycoc1wcbCw4WgcY5fu0dPjRUSkSFIAkkzq+bkzfUATLGYTSyJP80XYUaNLEhERyXMKQHKbB2t6MqlXPQA++/MwP0aeNrgiERGRvKUAJFnqH1iBke2rAvD6j7vZeDTO4IpERETyjgKQ3NGrXWrSs6EvN9OtPP9tJIdirhpdkoiISJ5QAJI7MptNfPJEA5pXKsPV5JsMnRuhNYJERKRIUACSu3K0s/D14ACqeZbk3JUbDJ0bwZUkrREkIiKFmwKQ3FMpFwfmPd0cLzdHDsdeY8S327mRmmZ0WSIiIrmmACTZ4lfKmXlPN8fV0Y6Iv+J5edFO0tK1RpCIiBROCkCSbbW83fh6cFMcLGb+2BvDxF/3aaFEEREplBSAJEdaVi3L1L4NMZlg/uaTfBV+zOiSREREcszwADR9+nQqVaqEk5MTgYGBRERE3HX/adOmUbNmTZydnfH39+fll1/mxo0bGe+/8847mEymTF+1atXK749RrDzcwJfxD9cB4OOVh1iihRJFRKSQsTPymy9atIjg4GBCQkIIDAxk2rRpdO3alUOHDuHp6Xnb/gsWLOCNN95gzpw5tGrVisOHDzN06FBMJhNTp07N2K9u3br8+eefGa/t7Az9mEXSsNaViUm4wcy1x3n9x914lHSgfc3b/5+JiIgURIaeAZo6dSojRoxg2LBh1KlTh5CQEFxcXJgzZ06W+2/atInWrVvTv39/KlWqRJcuXejXr99tZ43s7Ozw9vbO+PLw8LDFxyl2Xu9aiz6N/UhLt/LC91HsOnXZ6JJERESyxbBTIykpKURGRjJ27NiMbWazmU6dOrF58+Ysj2nVqhXfffcdERERNG/enOPHj7N8+XIGDRqUab8jR47g6+uLk5MTLVu2ZMqUKVSoUOGOtSQnJ5OcnJzxOiEhAYDU1FRSU/N2zZu/x8vrcY3y3iO1uXD1BhuOXmTYNxH8MCKQimVdjC6ryPW5oFKfbUN9tg312Tbys885GdNkNeg2nrNnz+Ln58emTZto2bJlxvbXXnuNtWvXsnXr1iyP++KLL3jllVewWq3cvHmT559/nhkzZmS8/8cff3Dt2jVq1qzJuXPnmDhxImfOnGHv3r24urpmOeY777zDxIkTb9u+YMECXFyM/8u8oLuRBv/eZ+F0oomyjlZG10vD3cHoqkREpLhJSkqif//+XLlyBTc3t7vuW6gCUHh4OE899RTvvfcegYGBHD16lNGjRzNixAjefvvtLL/P5cuXqVixIlOnTuWZZ57Jcp+szgD5+/sTFxd3zwbmVGpqKqGhoXTu3Bl7e/s8HdtIcdeSefLrCE5duk4tb1e+f7opbs7Gfb6i2ueCRn22DfXZNtRn28jPPickJODh4ZGtAGTYJTAPDw8sFguxsbGZtsfGxuLt7Z3lMW+//TaDBg1i+PDhANSvX5/ExESeffZZ3nrrLczm26c0lSpViho1anD06NE71uLo6Iijo+Nt2+3t7fPthyA/xzaCT2l7vhseyGMzNnMw5iojF+xi/jPNcbK3GFpXUetzQaU+24b6bBvqs23kR59zMp5hk6AdHBwICAggLCwsY1t6ejphYWGZzgj9r6SkpNtCjsVy6y/YO53IunbtGseOHcPHxyePKpc7qVi2BPP/Xi36RDxBC3ZwMy3d6LJERERuY+hdYMHBwcyaNYt58+Zx4MABRo4cSWJiIsOGDQNg8ODBmSZJ9+zZkxkzZrBw4UL++usvQkNDefvtt+nZs2dGEHrllVdYu3YtJ06cYNOmTfTp0weLxUK/fv0M+YzFTR1fN/4zpCmOdmb+PBDLG0v3aLVoEREpcAxdIKdv375cuHCB8ePHExMTQ6NGjVixYgVeXl4AREdHZzrjM27cOEwmE+PGjePMmTOUK1eOnj178v7772fsc/r0afr168fFixcpV64cbdq0YcuWLZQrV87mn6+4CqxSli/7N+H57yJZEnmasiUcGPtQbaPLEhERyWD4CoFBQUEEBQVl+V54eHim13Z2dkyYMIEJEybccbyFCxfmZXmSS53reDHl0fq8tmQ3M9cdp0wJB55rV9XoskRERIAC8CgMKbqebOrP2O63HkMy5Y+D/LD9lMEViYiI3KIAJPnquXZVee6BKgCMXbqH0P2x9zhCREQk/ykASb57o3stHg8oT1q6lVELoth6/KLRJYmISDGnACT5zmQy8cGj9elU24uUm+kMn7edvWeuGF2WiIgUYwpAYhN2FjNf9m9M88pluJp8k8FzIjh6/qrRZYmISDGlACQ242RvYfaQptT3cyc+MYWB/4ngVHyS0WWJiEgxpAAkNuXqZM+8p5tT3bMkMQk3GDh7K+cTbhhdloiIFDMKQGJzZUo48N3wQPzLOHPyYhKDZkdwOSnF6LJERKQYUQASQ3i5OfH9My3wcnPkUOxVhszdxrXkm0aXJSIixYQCkBimQlkXvnsmkNIu9uw6dZnh87ZxIzXN6LJERKQYUAASQ1X3cmXe080p6WjHluPxjPo+ilQ9QV5ERPKZApAYrkH5Usz+/0+QDzt4nuAfdpGWrifIi4hI/lEAkgIhsEpZQgYGYGc28euus4xbtherVSFIRETyhwKQFBgP1vJk2lONMJvgvxHRTPrtgEKQiIjkCwUgKVAebuDLB482AGDOxr/4aOUhhSAREclzCkBS4DzZzJ9JveoCMCP8GF+EHTW4IhERKWoUgKRAGtSyEuN61Abgsz8PE7L2mMEViYhIUaIAJAXW8LZVeLVrTQA++OMgczf+ZXBFIiJSVCgASYE26sFqvNShGgATf93Pgq3RBlckIiJFgQKQFHgvd67Bcw9UAeCtZXv4MfK0wRWJiEhhpwAkBZ7JZOKN7rUY2qoSViu8umQXv+46a3RZIiJSiCkASaFgMpkY/3Ad+jX3J90KYxbtZMXeGKPLEhGRQkoBSAoNs9nE+73r82hjP9LSrbz43yhWH4w1uiwRESmEFICkUDGbTXz0eAN6NPAhNc3K899GEX7ovNFliYhIIaMAJIWOncXMtL6N6F7Pm5S0dJ79NpJ1hy8YXZaIiBQiCkBSKNlbzHzRrzFd6niRcjOdEfO3s+FInNFliYhIIaEAJIWWvcXMl/2b0Km2J8k30xk+fxubjioEiYjIvSkASaHmYGdm+oAmdKjlyY3UdJ6et40txy8aXZaIiBRwCkBS6DnaWfhqQBPa1SjHjdR0hs3dxrYTl4wuS0RECjAFICkSnOwtzBwUQNvqHlxPTWP4t1EcTzC6KhERKagMD0DTp0+nUqVKODk5ERgYSERExF33nzZtGjVr1sTZ2Rl/f39efvllbty4cV9jStHgZG9h1uCmtK5WlqSUNEIOWNgRfdnoskREpADKdQCKjo5m/fr1rFy5kqioKJKTk3M8xqJFiwgODmbChAlERUXRsGFDunbtyvnzWa/rsmDBAt544w0mTJjAgQMHmD17NosWLeLNN9/M9ZhStDjZW/jP4Ga0qFya5HQTw+ZHsiNal8NERCSzHAWgEydO8Prrr1OxYkUqV65Mu3bt6N69O02bNsXd3Z3OnTuzePFi0tPTszXe1KlTGTFiBMOGDaNOnTqEhITg4uLCnDlzstx/06ZNtG7dmv79+1OpUiW6dOlCv379Mp3hyemYUvQ4O1iYObAx1dysJCanMWh2BJEnFYJEROQfdtnd8aWXXmLevHl07dqV9957j+bNm+Pr64uzszPx8fHs3buX9evXM378eCZOnMjcuXNp1qzZHcdLSUkhMjKSsWPHZmwzm8106tSJzZs3Z3lMq1at+O6774iIiKB58+YcP36c5cuXM2jQoFyPCZCcnJzpDFZCwq3JI6mpqaSmpmavQdn093h5Pa5kZm+y8mytNBbHerDt5GUGz97KfwY3oWnF0kaXVqToz7NtqM+2oT7bRn72OSdjZjsAlShRguPHj1O2bNnb3vP09KRDhw506NCBCRMmsGLFCk6dOnXXABQXF0daWhpeXl6Ztnt5eXHw4MEsj+nfvz9xcXG0adMGq9XKzZs3ef755zMugeVmTIApU6YwceLE27avWrUKFxeXOx53P0JDQ/NlXPmHowWe8Irj8iUzRxJgyJwInqudRjU3oysrevTn2TbUZ9tQn20jP/qclJSU7X2zHYCmTJmS7UG7deuW7X1zIjw8nMmTJ/PVV18RGBjI0aNHGT16NJMmTeLtt9/O9bhjx44lODg443VCQgL+/v506dIFN7e8/dsyNTWV0NBQOnfujL29fZ6OLf/4u88Pd+tMt65mnl+wg03H4vnPYQe+HtiEFlXKGF1ikaA/z7ahPtuG+mwb+dnnv6/gZEe2A1Be8/DwwGKxEBub+WnesbGxeHt7Z3nM22+/zaBBgxg+fDgA9evXJzExkWeffZa33norV2MCODo64ujoeNt2e3v7fPshyM+x5R/29va42NszZ2jzjGeGjfguitlDmtG6mofR5RUZ+vNsG+qzbajPtpEffc7JeDkKQB06dMjWfqtXr77nPg4ODgQEBBAWFkbv3r0BSE9PJywsjKCgoCyPSUpKwmzOPG/bYrEAYLVaczWmFA9O9ha+HhTAyO8iWXPoAk9/s41Zg5vyQI1yRpcmIiIGyFEACg8Pp2LFivTo0SNPUltwcDBDhgyhadOmNG/enGnTppGYmMiwYcMAGDx4MH5+fhmX33r27MnUqVNp3LhxxiWwt99+m549e2YEoXuNKcWXk72FkEEBjPo+ij8PnGf4/O3MHBTAgzU9jS5NRERsLEcB6MMPP2Tu3LksXryYAQMG8PTTT1OvXr1cf/O+ffty4cIFxo8fT0xMDI0aNWLFihUZk5ijo6MznfEZN24cJpOJcePGcebMGcqVK0fPnj15//33sz2mFG+3HpsRQNCCKFbtj+W5+ZHMGNiEjrX150NEpDjJ0TpAr776Kvv372fZsmVcvXqV1q1b07x5c0JCQnI08eh/BQUFcfLkSZKTk9m6dSuBgYEZ74WHh/PNN99kvLazs2PChAkcPXqU69evEx0dzfTp0ylVqlS2xxT5+wGq3et5k5KWzvPfRbJqX4zRZYmIiA3laiXoli1bMmvWLM6dO8eoUaOYM2cOvr6+uQ5BIrZmbzHzRb/GPNzAh9Q0Ky98H8Wvu84aXZaIiNjIfT0LLCoqirVr13LgwAHq1aunWfNSqNhbzEzr24g+jf24mW5l9MIdLIk8bXRZIiJiAzkOQGfPnmXy5MnUqFGDxx9/nDJlyrB161a2bNmCs7NzftQokm/sLGY+faIh/Zr7k26FVxbv4tstJ40uS0RE8lmOJkE/9NBDrFmzhi5duvDxxx/To0cP7OwMW0pIJE+YzSYm96mPk72FuRtP8PayvdxISWPEA1WMLk1ERPJJjtLLihUr8PHxITo6mokTJ2b5+Ai4dWlMpDAxmUyMf7gOLg4Wpq85xvvLD3A9NY0XO1TDZDIZXZ6IiOSxHAWgCRMm5FcdIoYzmUy82rUWzvYWPll1mKmhh0lKSeP1bjUVgkREihgFIJH/I6hDdZwd7Jj0235C1h7jRmoa4x+ug9msECQiUlTc111gIkXVM20q836fephM8M2mE7z50x7S0q1GlyUiInkk2wGoW7dubNmy5Z77Xb16lQ8//JDp06ffV2EiRhsQWJFPn2iI2QQLt50i+IedpKalG12WiIjkgWxfAnviiSd47LHHcHd3p2fPnjRt2hRfX1+cnJy4dOkS+/fvZ8OGDSxfvpwePXrw8ccf52fdIjbxaJPyONpZGL1wBz/vPEtichpf9m+Mk73F6NJEROQ+ZDsAPfPMMwwcOJDFixezaNEivv76a65cuQLcmjxap04dunbtyrZt26hdu3a+FSxiaz0a+ODiYOH57yL580Asw+ZuY9aQppR01BIQIiKFVY5+gzs6OjJw4EAGDhwIwJUrV7h+/Tply5bVKtBSpD1Yy5P5TzfnmXnb2Xz8IgP+s5VvhjajdAkHo0sTEZFcuK9J0O7u7nh7eyv8SLEQWKUs/x3RgtIu9uw6dZm+X28mNuGG0WWJiEgu6C4wkRyoX96dH55riZebI4djr/FEyGZOxScZXZaIiOSQApBIDlX3cmXJ862oWNaF6PgkHg/ZxJHYq0aXJSIiOaAAJJIL/mVcWPxcS2p6uRKbkMyTMzez+/Rlo8sSEZFsUgASySVPNycWPdeChv6luJSUSv9ZW9l87KLRZYmISDbkKgCdOnWK06dPZ7yOiIhgzJgxfP3113lWmEhhUMrFge+HB9KqalmuJd9kyNwIQvfHGl2WiIjcQ64CUP/+/VmzZg0AMTExdO7cmYiICN566y3efffdPC1QpKAr6WjHnKHN6FzHi5Sb6Tz37XZ+2HbK6LJEROQuchWA9u7dS/PmzQH44YcfqFevHps2beL777/nm2++ycv6RAoFJ3sLMwY04YmA8qRb4bUfdzMj/BhWq54fJiJSEOUqAKWmpuLo6AjAn3/+ySOPPAJArVq1OHfuXN5VJ1KI2FnMfPR4A55vVxWAD1cc5P3fD5Cuh6iKiBQ4uQpAdevWJSQkhPXr1xMaGkq3bt0AOHv2LGXLls3TAkUKE5PJxBvdazGux63Hwfxnw1+8sniXHqIqIlLA5CoAffjhh8ycOZP27dvTr18/GjZsCMAvv/yScWlMpDgb3rYKU59siMVsYumOMzw7fztJKTeNLktERP6/XD3NsX379sTFxZGQkEDp0qUztj/77LO4uLjkWXEihdmjTcpT2sWBkd9HsubQBQb+ZytzhjajlIueHyYiYrRcnQG6fv06ycnJGeHn5MmTTJs2jUOHDuHp6ZmnBYoUZg/W8uT74S1wd7YnKvoyT4Rs5tyV60aXJSJS7OUqAPXq1Yv58+cDcPnyZQIDA/n000/p3bs3M2bMyNMCRQq7gIqlWfx8S7zdnDhy/hqPfbWJo+evGV2WiEixlqsAFBUVRdu2bQFYsmQJXl5enDx5kvnz5/PFF1/kaYEiRUENL1eWjGxJlXIlOHvlBo+HbGL7iXijyxIRKbZyFYCSkpJwdXUFYNWqVTz66KOYzWZatGjByZMn87RAkaKifGkXljzfisYVSnE5KZUB/9nKir0xRpclIlIs5SoAVatWjWXLlnHq1ClWrlxJly5dADh//jxubm55WqBIUVKmhAMLhregU21Pkm+mM/L7SOZvPmF0WSIixU6uAtD48eN55ZVXqFSpEoGBgbRs2RK4dTaocePGeVqgSFHj7GAhZGAA/ZpXwGqF8T/v48MVB7VqtIiIDeUqAD3++ONER0ezfft2VqxYkbG9Y8eOfPbZZzkeb/r06VSqVAknJycCAwOJiIi4477t27fHZDLd9tWjR4+MfYYOHXrb+38v1ihSENhZzEzuU49/da4BwIzwY/zrh12k3NSCiSIitpCrdYAAvL298fb2zrQtN4sgLlq0iODgYEJCQggMDGTatGl07dr1jrfUL126lJSUlIzXFy9epGHDhjzxxBOZ9uvWrRtz587NeP33oztECgqTycSLHavj5e7E2KV7WLrjDBeuJTNjYAAlHXP9oykiItmQ69+y27dv54cffiA6OjpTIIFbISW7pk6dyogRIxg2bBgAISEh/P7778yZM4c33njjtv3LlCmT6fXChQtxcXG5LQA5OjreFtBECqInm/pTztWRUd9Hsf5IHH1nbmbu0GZ4ujkZXZqISJGVq0tgCxcupFWrVhw4cICffvqJ1NRU9u3bx+rVq3F3d8/2OCkpKURGRtKpU6d/CjKb6dSpE5s3b87WGLNnz+app56iRIkSmbaHh4fj6elJzZo1GTlyJBcvXsx2XSK29mBNTxY+2wKPkg7sO5tAH60VJCKSr3J1Bmjy5Ml89tlnjBo1CldXVz7//HMqV67Mc889h4+PT7bHiYuLIy0tDS8vr0zbvby8OHjw4D2Pj4iIYO/evcyePTvT9m7duvHoo49SuXJljh07xptvvkn37t3ZvHkzFovltnGSk5NJTk7OeJ2QkADceup9ampqtj9Pdvw9Xl6PK5kVxj7X9irBwhHNeWZeFCfjk3hsxka+6t+I5pXK3PtggxTGPhdG6rNtqM+2kZ99zsmYJmsubj0pUaIE+/bto1KlSpQtW5bw8HDq16/PgQMH6NChA+fOncvWOGfPnsXPz49NmzZl3EkG8Nprr7F27Vq2bt161+Ofe+45Nm/ezO7du++63/Hjx6latSp//vknHTt2vO39d955h4kTJ962fcGCBXq2mdjctVSYddDCiWsmLCYr/aum07Sc7hATEbmXpKQk+vfvz5UrV+65LE+uzgCVLl2aq1evAuDn58fevXupX78+ly9fJikpKdvjeHh4YLFYiI2NzbQ9Njb2nvN3EhMTWbhwIe++++49v0+VKlXw8PDg6NGjWQagsWPHEhwcnPE6ISEBf39/unTpkufrGqWmphIaGkrnzp2xt7fP07HlH4W9z488lMYrS/awcv95vj1qwaNiNUa2q4zJZDK6tEwKe58LC/XZNtRn28jPPv99BSc7chWAHnjgAUJDQ6lfvz5PPPEEo0ePZvXq1YSGhmYZMO7EwcGBgIAAwsLC6N27NwDp6emEhYURFBR012MXL15McnIyAwcOvOf3OX36NBcvXrzj5TlHR8cs7xKzt7fPtx+C/Bxb/lFY+2xvb8+MgU35YMVBvl53nM/CjnLmyg3e71Mfe0uupu7lq8La58JGfbYN9dk28qPPORkvVwHoyy+/5MaNGwC89dZb2Nvbs2nTJh577DHGjRuXo7GCg4MZMmQITZs2pXnz5kybNo3ExMSMu8IGDx6Mn58fU6ZMyXTc7Nmz6d27N2XLls20/dq1a0ycOJHHHnsMb29vjh07xmuvvUa1atXo2rVrbj6uiCHMZhNvPlQb/9LOTPhlHz9sP825KzeYPqAJbk765Swicj9yFYD+91Z0s9mc5e3q2dW3b18uXLjA+PHjiYmJoVGjRqxYsSJjYnR0dDRmc+Z/8R46dIgNGzawatWq28azWCzs3r2befPmcfnyZXx9fenSpQuTJk3SWkBSKA1qWQnfUs4ELdjB+iNxPBmymTlDm+Fbytno0kRECq0CsdpaUFDQHS95hYeH37atZs2ad3xsgLOzMytXrszL8kQM17G2Fz8815Kn523jYMxVek/fyJyhzajnl/1lJ0RE5B85mkxgsViy9SUiea9+eXeWjWpNDa+SnL+aTN+Zm1lz8LzRZYmIFEo5OgNktVqpWLEiQ4YM0UNPRQzgV8qZJSNbMfK7SDYevcgz87bx9sN1GNqqUoG7Q0xEpCDLUQCKiIhg9uzZGQsfPv300wwYMIDSpUvnV30i8n+4Odkzd2hzxi3bww/bTzPx1/0cv5DIhJ51sCuAd4iJiBREOfpt2bRpU2bMmMG5c+cIDg7mp59+onz58jz11FOEhobmV40i8n842Jn58LEGjO1eC5MJvt1ykmHfbCPhhlawFRHJjlz9c9HJyYmBAwcSFhbG3r17OX/+PN26dSM+Pj6v6xOROzCZTDzXriohAwNwtrew/kgcj321ieiL2V+MVESkuMr1+fLTp0/z3nvv0blzZw4ePMirr76a56smi8i9da3rzeLnW+Ll5siR89fo/dVGtp/QP0ZERO4mRwEoJSWFRYsW0aVLF6pXr05UVBTTpk3j1KlTfPDBB9jZFYi76kWKnXp+7vw8qg31/NyIT0yh/6yt/LTjtNFliYgUWDlKLD4+Pri6ujJkyBC++uorPD09gVvP5fpfOhMkYnve7k788FxLXl60k5X7Ynl50S6OX0jk5U41MJt1h5iIyP/K0RmgS5cuER0dzaRJk6hZsyalS5fO9FWqVCndESZiIBcHO2YMCOD5dlUB+Pfqo7z43x1cT0kzuDIRkYIlR2eA1qxZk191iEgeMZtNvNG9FlXKleDNpXv4fc85ouOT+HpwAD7uenyGiAjkMAC1a9cuv+oQkTz2ZFN/KpZxYeT3Uew5c4VHvtzIzEEBNKmgs7QiIlo1TaQIC6xSlp9HtaaWtysXribz1NdbWBqlydEiIgpAIkWcfxkXloxsRec6XqTcTCf4h11MWX6AtPSsHygsIlIcKACJFAMlHe2YOTCAoAerATBz3XFGzN/OVa0cLSLFVLYD0O7du0lPT8/PWkQkH5nNJl7pWpMv+jXG0c7M6oPn6fPVJk7EJd77YBGRIibbAahx48bExcUBUKVKFS5evJhvRYlI/nmkoS+Ln2+Jt5sTR89fo9f0jWw6Gmd0WSIiNpXtAFSqVCn++usvAE6cOKGzQSKFWIPypfglqDUN/Utx5Xoqg+ZEMHfjX1itmhckIsVDtm+Df+yxx2jXrh0+Pj6YTCaaNm2KxWLJct/jx4/nWYEikj883ZxY9GwL3ly6h6U7zjDx1/3sO5vAe73r4WSf9c+2iEhRke0A9PXXX/Poo49y9OhRXnrpJUaMGIGrq2t+1iYi+czJ3sKnTzakjq8bk5cfYEnkaY7EXiVkkBZNFJGiLUcLIXbr1g2AyMhIRo8erQAkUgSYTCaGt61CLW83gv4bxa7TV+j57w3MGBhAs0pljC5PRCRf5Oo2+Llz55KWlsb27dvZvn07ly9fzuOyRMTW2lT34NegNtTydiXuWgr9vt7Cd1tOGl2WiEi+yHEAOnHiBD169MDDw4PAwEACAwPx8PDg4Ycf5sSJE/lQoojYin8ZF5a+0IoeDXy4mW5l3LK9jF26h+SbepiqiBQtOboEdurUKVq0aIG9vT2TJk2idu3aAOzfv58ZM2bQsmVLtm3bRvny5fOlWBHJfy4OdnzZrzH1fN35aOVB/hsRzeHYq8wY0ARPNyejyxMRyRM5OgP0zjvvULNmTY4cOcLYsWPp3bs3vXv35s033+Tw4cPUqFGDd955J59KFRFbMZlMjGxflTlDm+HqZEfkyUv0/HIDUdGXjC5NRCRP5CgArVixgvfffx8np9v/Fejs7MykSZNYvnx5nhUnIsZ6sKYnvwS1oZpnSWITkuk7czPfbjmp9YJEpNDLUQCKi4ujUqVKd3y/SpUqxMfH329NIlKAVPYowbJRrelez5vUNCtvL9vLK4t3cyNV84JEpPDKUQDy8fFh//79d3x/7969eHt733dRIlKwlHS046sBTXjzoVqYTfBj1Gke/WoT0fFJRpcmIpIrOQpAvXv35pVXXuHChQu3vXf+/Hlef/11evfunVe1iUgBYjKZePaBqnw3PJCyJRzYfy6BR0O2sP+SyejSRERyLEd3gU2YMIHly5dTtWpVBg4cSK1atbBarRw4cIAFCxbg7e3N+PHj86tWESkAWlX14LeX2jDyuyh2nrrM1wfNOK4+xpjONTGbFYZEpHDIUQAqXbo0W7du5c0332ThwoUZCyCWKlWK/v37M3nyZMqU0cqxIkWdj7szi55rwcRf9rIg4jRfrDnG3nNX+ezJRri72BtdnojIPeV4IcTSpUszY8YMLl68SExMDDExMVy8eJGQkBCFH5FixNHOwsSedRhQNQ1HOzOrD56n55cb2Hf2itGliYjcU64ehQG35gN4enri6emJyXR/p72nT59OpUqVcHJyIjAwkIiIiDvu2759e0wm021fPXr0yNjHarUyfvx4fHx8cHZ2plOnThw5cuS+ahSRrDX3tLJoRHPKl3YmOj6JR7/axA/bThldlojIXeU6AOWVRYsWERwczIQJE4iKiqJhw4Z07dqV8+fPZ7n/0qVLOXfuXMbX3r17sVgsPPHEExn7fPTRR3zxxReEhISwdetWSpQoQdeuXblx44atPpZIsVLX143fXmxDh1qeJN9M57Ufd/PK4l1cT9Gt8iJSMBkegKZOncqIESMYNmwYderUISQkBBcXF+bMmZPl/mXKlMHb2zvjKzQ0FBcXl4wAZLVamTZtGuPGjaNXr140aNCA+fPnc/bsWZYtW2bDTyZSvJRyceA/g5vyateamE2wJPI0fb7ayPEL14wuTUTkNjmaBJ3XUlJSiIyMZOzYsRnbzGYznTp1YvPmzdkaY/bs2Tz11FOUKFECgL/++ouYmBg6deqUsY+7uzuBgYFs3ryZp5566rYxkpOTSU5OznidkJAAQGpqKqmpqbn6bHfy93h5Pa5kpj7bRlZ9frZNRRr4ujLmh90cjLlKzy83MKV3XbrX0xphuaU/z7ahPttGfvY5J2PmOAClpqbSrVs3QkJCqF69ek4PzyQuLo60tDS8vLwybffy8uLgwYP3PD4iIoK9e/cye/bsjG0xMTEZY/zfMf9+7/+aMmUKEydOvG37qlWrcHFxuWcduREaGpov40pm6rNtZNXn0bVg3mELx66m8dKi3bRbu5NHKqZjZ/h558JLf55tQ322jfzoc1JS9hdnzXEAsre3Z/fu3Tk9LF/Mnj2b+vXr07x58/saZ+zYsQQHB2e8TkhIwN/fny5duuDm5na/ZWaSmppKaGgonTt3xt5etwvnF/XZNu7V5yfS0vks7Chfrz/B2hgzV+xL80Xfhvi466nyOaE/z7ahPttGfvb57ys42ZGrS2ADBw5k9uzZfPDBB7k5PIOHhwcWi4XY2NhM22NjY+/5SI3ExEQWLlzIu+++m2n738fFxsbi4+OTacxGjRplOZajoyOOjo63bbe3t8+3H4L8HFv+oT7bxp36bG8Pb/aoS7PKHvzrh53sPHWFXl9tZtpTjWlXo5wBlRZu+vNsG+qzbeRHn3MyXq4C0M2bN5kzZw5//vknAQEBGfNv/jZ16tRsjePg4EBAQABhYWEZj9BIT08nLCyMoKCgux67ePFikpOTGThwYKbtlStXxtvbm7CwsIzAk5CQwNatWxk5cmT2PqCI5KnOdbz47cW2vLAgkr1nEhgyJ4JRD1bl5U41sLPompiI2F6uAtDevXtp0qQJAIcPH870Xk7XBAoODmbIkCE0bdqU5s2bM23aNBITExk2bBgAgwcPxs/PjylTpmQ6bvbs2fTu3ZuyZcve9v3HjBnDe++9R/Xq1alcuTJvv/02vr6+ek6ZiIEqlHVhyfOtmPTbfr7fGs30NcfY9tclPu/XCB93Z6PLE5FiJlcBaM2aNXlWQN++fblw4QLjx48nJiaGRo0asWLFioxJzNHR0ZjNmf+FeOjQITZs2MCqVauyHPO1114jMTGRZ599lsuXL9OmTRtWrFiBk5PmHYgYycnewvt96tOyalne+HEPESfieejz9Uzt24gHa3oaXZ6IFCP3dRv80aNHOXbsGA888ADOzs5YrdZcrQodFBR0x0te4eHht22rWbMmVqv1juOZTCbefffd2+YHiUjB8HADX+r5ujNqQRT7ziYwbO42nm9XlX91qYG9LomJiA3k6jfNxYsX6dixIzVq1OChhx7i3LlzADzzzDP861//ytMCRaRoquRRgh9HtmJwy4oAhKw9xlNfb+Hs5esGVyYixUGuAtDLL7+Mvb090dHRmdbJ6du3LytWrMiz4kSkaHOyt/Bur3p8NaAJro52RJ68xENfrGf1wdh7Hywich9yFYBWrVrFhx9+SPny5TNtr169OidPnsyTwkSk+Hiovg+/vdSG+n7uXE5K5elvtjN5+QFSbqYbXZqIFFG5CkCJiYlZrpAcHx+f5Xo6IiL3UrFsCZaMbMnQVpUA+HrdcZ4I2cTJi4nGFiYiRVKuAlDbtm2ZP39+xmuTyUR6ejofffQRDz74YJ4VJyLFi6OdhXceqUvIwADcne3ZdfoKPb7YwLIdZ4wuTUSKmFzdBfbRRx/RsWNHtm/fTkpKCq+99hr79u0jPj6ejRs35nWNIlLMdKvnTf3y7ry8cCcRJ+IZs2gn645c4N1e9SjpaOgznEWkiMjVGaB69epx+PBh2rRpQ69evUhMTOTRRx9lx44dVK1aNa9rFJFiyK+UMwtGBDKmU3XMJlgadYae/97AntNXjC5NRIqAXP1TKjo6Gn9/f956660s36tQocJ9FyYiYmcxM6ZTDVpWKcuYRTv5Ky6RR2ds5PVutXi6dWXM5pyvOyYiArk8A1S5cmUuXLhw2/aLFy9SuXLl+y5KROR/BVYpyx+j29K1rhepaVbe+/0AT8/bRty1ZKNLE5FCKlcB6E4rPl+7dk2PmxCRfFHKxYGQgQG817sejnZmwg9doNu09YQfOm90aSJSCOXoElhwcDBw666vt99+O9Ot8GlpaWzdujXjCewiInnNZDIxsEVFmlUqQ9CCKI6cv8bQudsY2qoSb3SvhZO9xegSRaSQyFEA2rFjB3DrDNCePXtwcHDIeM/BwYGGDRvyyiuv5G2FIiL/R01vV359sQ1Tlh9g3uaTfLPpBJuOxTGtb2Pq+LoZXZ6IFAI5CkB/PwV+2LBhfP7557i56ReNiBjDyd7CxF71aF/Lk1cX7+Zw7DV6T9/Iq11r8kwbTZAWkbvL1RyguXPnKvyISIHwYE1PVoxpS6fanqSkpfP+8gMMmrOVmCs3jC5NRAqwXD8K4+2336ZVq1ZUq1aNKlWqZPoSEbElj5KOzBrclPf71MPJ3szGoxfpOm0dy/ecM7o0ESmgcrUO0PDhw1m7di2DBg3Cx8cnyzvCRERsyWQyMSCwIi2qlGXMwp3sOXOFF76P4vGA8rzzSF2tIC0imeTqN8Iff/zB77//TuvWrfO6HhGR+1K1XEl+HNmKaX8eZsbaYyyJPM3Wvy4y9clGNKtUxujyRKSAyNUlsNKlS1OmjH6RiEjB5GBn5rVutVg4ogV+pZw5FX+dJ2duZsofB0i+mWZ0eSJSAOQqAE2aNInx48eTlJSU1/WIiOSZwCplWTGmLU8ElMdqhZlrj9Pry40cjEkwujQRMViuLoF9+umnHDt2DC8vLypVqoS9vX2m96OiovKkOBGR++XqZM/HTzSkUx0vxi7dw8GYqzzy74280rUGz7SpgkW3y4sUS7kKQL17987jMkRE8lfXut40qVCasUt38+eB80xefpA/D5zn0yca4l/G5d4DiEiRkqsANGHChLyuQ0Qk35VzvXW7/KJtp5j0234i/oqn++frmdCzDo8HlNcdrSLFSK7mAAFcvnyZ//znP4wdO5b4+Hjg1qWvM2fO5FlxIiJ5zWQy8VTzCvwx+gGaVizNteSbvLpkN89+G8n5q1o8UaS4yFUA2r17NzVq1ODDDz/kk08+4fLlywAsXbqUsWPH5mV9IiL5okJZFxY915LXu9XC3mIidH8sXT9bx6+7zhpdmojYQK4CUHBwMEOHDuXIkSM4OTllbH/ooYdYt25dnhUnIpKfLGYTI9tX5dcX21DX141LSam8+N8djPo+iovXko0uT0TyUa4C0LZt23juuedu2+7n50dMTMx9FyUiYku1vN1YNqo1YzpVx85s4vc95+jy2TpW7NWjNESKqlwFIEdHRxISbl9H4/Dhw5QrV+6+ixIRsTV7i5kxnWqwbFRranq5cjExhee/i2L0wh1cTkoxujwRyWO5CkCPPPII7777LqmpqcCtSYXR0dG8/vrrPPbYY3laoIiILdXzc+eXF1sz6sGqmE3w886zdP5sHWEHYo0uTUTyUK4C0Keffsq1a9fw9PTk+vXrtGvXjmrVquHq6sr777+f1zWKiNiUo52FV7vWYukLralargQXribzzLztBP+wkytJqUaXJyJ5IFfrALm7uxMaGsrGjRvZtWsX165do0mTJnTq1Cmv6xMRMUwj/1L8/lJbpoYeZtb64yyNOsP6I3G837seXep6G12eiNyHXK8DBNC6dWteeOEFXnvttVyHn+nTp1OpUiWcnJwIDAwkIiLirvtfvnyZUaNG4ePjg6OjIzVq1GD58uUZ77/zzjuYTKZMX7Vq1cpVbSIiTvYW3nyoNkueb5VxNujZbyN58b87iE/U3CCRwipHAWj16tXUqVMnywnQV65coW7duqxfvz7b4y1atIjg4GAmTJhAVFQUDRs2pGvXrpw/fz7L/VNSUujcuTMnTpxgyZIlHDp0iFmzZuHn55dpv7p163Lu3LmMrw0bNuTkY4qI3CagYml+f6ktI9vfmhv0666zdJ66lt92n8VqtRpdnojkUI4C0LRp0xgxYgRubm63vefu7s5zzz3H1KlTsz3e1KlTGTFiBMOGDaNOnTqEhITg4uLCnDlzstx/zpw5xMfHs2zZMlq3bk2lSpVo164dDRs2zLSfnZ0d3t7eGV8eHh45+ZgiIllysrfwerdame4UC1qwg5HfRWkVaZFCJkcBaNeuXXTr1u2O73fp0oXIyMhsjZWSkkJkZGSmS2dms5lOnTqxefPmLI/55ZdfaNmyJaNGjcLLy4t69eoxefJk0tLSMu135MgRfH19qVKlCgMGDCA6OjpbNYmIZEeD8qX49cU2vNTx1rpBK/bF0OWzdfy047TOBokUEjmaBB0bG4u9vf2dB7Oz48KFC9kaKy4ujrS0NLy8vDJt9/Ly4uDBg1kec/z4cVavXs2AAQNYvnw5R48e5YUXXiA1NTXjAa2BgYF888031KxZk3PnzjFx4kTatm3L3r17cXV1zXLc5ORkkpP/WfX170t8qampGbf655W/x8vrcSUz9dk2inOfTcCL7SvTsWZZxv60j/3nrvLyol38vOMM7z5SBx93p3uOkV3Fuc+2pD7bRn72OSdj5igA+fn5sXfvXqpVq5bl+7t378bHxycnQ+ZIeno6np6efP3111gsFgICAjhz5gwff/xxRgDq3r17xv4NGjQgMDCQihUr8sMPP/DMM89kOe6UKVOYOHHibdtXrVqFi4tLvnyW0NDQfBlXMlOfbaO493l4BQizM7HitJnww3F0/mwtPSuk09rLijkPHzBf3PtsK+qzbeRHn5OSkrK9b44C0EMPPcTbb79Nt27dMj0DDOD69etMmDCBhx9+OFtjeXh4YLFYiI3NvLhYbGws3t5Z317q4+ODvb09FoslY1vt2rWJiYkhJSUFBweH244pVaoUNWrU4OjRo3esZezYsQQHB2e8TkhIwN/fny5dumQ53+l+pKamEhoaSufOne96Nk3uj/psG+rzP3oCR85f461l+9hx6gpL/rJwIr0U7/WqS9VyJe5rbPXZNtRn28jPPmd1k9ad5CgAjRs3jqVLl1KjRg2CgoKoWbMmAAcPHmT69OmkpaXx1ltvZWssBwcHAgICCAsLo3fv3sCtMzxhYWEEBQVleUzr1q1ZsGAB6enpmM23pi8dPnwYHx+fLMMPwLVr1zh27BiDBg26Yy2Ojo44Ojrett3e3j7ffgjyc2z5h/psG+rzLXX8SrNkZGu+3XyCj1YeYvvJyzwyfTMvdqjGc+2q4mB3XyuPqM82oj7bRn70OSfj5ein0cvLi02bNlGvXj3Gjh1Lnz596NOnD2+++Sb16tVjw4YNt83puZvg4GBmzZrFvHnzOHDgACNHjiQxMZFhw4YBMHjwYMaOHZux/8iRI4mPj2f06NEcPnyY33//ncmTJzNq1KiMfV555RXWrl3LiRMn2LRpE3369MFisdCvX7+cfFQRkVyxmE0MbV2Z0OB2tK9ZjpS0dD4NPcwjX25g16nLRpcnIv9fjleCrlixIsuXL+fSpUscPXoUq9VK9erVKV26dI6/ed++fblw4QLjx48nJiaGRo0asWLFiowQFR0dnXGmB8Df35+VK1fy8ssv06BBA/z8/Bg9ejSvv/56xj6nT5+mX79+XLx4kXLlytGmTRu2bNmih7SKiE35lXJm7tBm/LzzLBN/3cfBmKv0+Wojw1pX5l9dauDikKuF+EUkj+T6J7B06dI0a9bsvgsICgq64yWv8PDw27a1bNmSLVu23HG8hQsX3ndNIiJ5wWQy0buxH22rezDpt/0s23mW2Rv+YtX+GCb1qkf7mp5GlyhSbN3fBWkREbmnsiUdmfZUY+YOa4avuxOn4q8zdO42XvzvDi2gKGIQBSARERt5sKYnq4Lb8UybyhmP0+j46Vq+23KS9HQtoChiSwpAIiI2VNLRjrcfrsMvQW2o7+fO1Rs3GbdsL4+HbOJgTPZv4RWR+6MAJCJigHp+7iwb1Zp3etahhIOFqOjLPPzFBj5ccZDrKWn3HkBE7osCkIiIQf6+Zf7Pf7WjW11vbqZbmRF+jC7T1hJ+6LzR5YkUaQpAIiIG83F3JmRQALMGN800SXrU91HEXNEkaZH8oIUoREQKiM51vGhVtSyfhR5m7qYT/L7nHOGHzjO6YzU8NEdaJE/pDJCISAFSwtGOcQ/X4degNjSpUIrElDQm/3GIT3bfmickInlDAUhEpACq4+vGkudb8cGj9SnlbM/ZJBN9Z0Xwxo+7uZSYYnR5IoWeApCISAFlNpt4qnkFVo5uTWC5dAAWbjtFh0/D+WHbKa0dJHIfFIBERAq4MiUc6F8tnYXDm1HL25VLSam89uNunpi5mQPntHaQSG4oAImIFBIBFUvz64ttGNejNi4OFiJPXqLHF+t555d9XLmeanR5IoWKApCISCFibzEzvG0Vwv7Vjh71fUi3wjebTtDhk3B+2K7LYiLZpQAkIlII+bg7M31AE74fHkg1z5JcTEzhtSW7eSxkE3tOXzG6PJECTwFIRKQQa13Ng+UvteXNh2pRwsHCjujLPDJ9A2/+tEd3i4nchQKQiEgh52Bn5tkHqrL6lfb0auSL1QoLtkbz4KfhfL/1JGm6LCZyGwUgEZEiwsvNic+fasyiZ1tQy9uVy0mpvPXTXnpN38D2E/FGlydSoCgAiYgUMYFVyvLbi22Y0LMOro527D2TwOMhmxmzcIeeLSby/ykAiYgUQXYWM8NaV2bNq+3p29QfkwmW7TxLh0/Dmb7mKDdS04wuUcRQCkAiIkWYR0lHPny8Ab+MuvVssaSUND5eeYgun60jdH8sVqvmB0nxpAAkIlIM1C/vzo8jWzGtbyM8XR2Jjk9ixPztDJ4TwdHzV40uT8TmFIBERIoJk8lE78Z+rH6lPSPbV8XBYmb9kTi6TVvPpN/2cyVJq0lL8aEAJCJSzJR0tOP1brVY9fIDdKrtxc10K7M3/EX7T9Ywb9MJUtPSjS5RJN8pAImIFFOVPErwnyFNmfd0c6p7luRSUioTftlHt2nrWHPwvOYHSZGmACQiUsy1q1GOP0a3ZVLvepQp4cCxC4kM+2Ybg+dEcChG84OkaFIAEhER7CxmBrWoyJpX2vPsA1Wwt5hYfySO7p+v462f9nDxWrLRJYrkKQUgERHJ4O5sz5sP1ebP4HZ0q+tNuhW+3xpN+4/Dmbn2mNYPkiJDAUhERG5TsWwJQgYFsPDZFtTzc+Nq8k2m/HGQTlPX8suus5ofJIWeApCIiNxRiypl+WVUGz5+vAFebo6cvnSdl/67gz5fbdLzxaRQUwASEZG7MptNPNHUnzWvtCe4cw1cHCzsPHWZx0M2M/K7SE7EJRpdokiOKQCJiEi2uDjY8VLH6oS/2p5+zStgNsEfe2Po/Nla3v11P5eTUowuUSTbDA9A06dPp1KlSjg5OREYGEhERMRd9798+TKjRo3Cx8cHR0dHatSowfLly+9rTBERyT5PVyemPFqfP0Y/QPua5UhNszJn41888NEa/rP+OMk3NVFaCj5DA9CiRYsIDg5mwoQJREVF0bBhQ7p27cr58+ez3D8lJYXOnTtz4sQJlixZwqFDh5g1axZ+fn65HlNERHKnprcr3wxrzrfPNKeWtysJN27y3u8H6PDJWn7acZr0dE2UloLL0AA0depURowYwbBhw6hTpw4hISG4uLgwZ86cLPefM2cO8fHxLFu2jNatW1OpUiXatWtHw4YNcz2miIjcn7bVy/H7S2356LFbE6XPXL7Oy4t28fC/N7Du8AWjyxPJkp1R3zglJYXIyEjGjh2bsc1sNtOpUyc2b96c5TG//PILLVu2ZNSoUfz888+UK1eO/v378/rrr2OxWHI1JkBycjLJyf8s8pWQkABAamoqqal5+3DAv8fL63ElM/XZNtRn2ygsfe7TyJtudcoxf0s0M9f/xf5zCQyeE0GrqmV4tXMN6vm5GV3iXRWWPhd2+dnnnIxpWACKi4sjLS0NLy+vTNu9vLw4ePBglsccP36c1atXM2DAAJYvX87Ro0d54YUXSE1NZcKECbkaE2DKlClMnDjxtu2rVq3CxcUlF5/u3kJDQ/NlXMlMfbYN9dk2Ckuf/YGx9WDVGTPrY0xsOhZPn2NbaFI2nR4V0vFwMrrCuyssfS7s8qPPSUlJ2d7XsACUG+np6Xh6evL1119jsVgICAjgzJkzfPzxx0yYMCHX444dO5bg4OCM1wkJCfj7+9OlSxfc3PL2XyypqamEhobSuXNn7O3t83Rs+Yf6bBvqs20U1j4/AZy+dJ1pYUf5Zfc5oi6a2XPZQr9m/rzQvgplSzgYXWImhbXPhU1+9vnvKzjZYVgA8vDwwGKxEBsbm2l7bGws3t7eWR7j4+ODvb09FoslY1vt2rWJiYkhJSUlV2MCODo64ujoeNt2e3v7fPshyM+x5R/qs22oz7ZRGPtc2dOez/s14dl2V/hwxSHWHb7A/C3R/Bh1hmfaVmFE28q4OhWsz1QY+1wY5UefczKeYZOgHRwcCAgIICwsLGNbeno6YWFhtGzZMstjWrduzdGjR0lPT8/YdvjwYXx8fHBwcMjVmCIikv/q+roz/+nmfD88kPp+7iSmpPFF2JGMW+f1jDGxNUPvAgsODmbWrFnMmzePAwcOMHLkSBITExk2bBgAgwcPzjSheeTIkcTHxzN69GgOHz7M77//zuTJkxk1alS2xxQREeO0rubBL0GtmTGgCVXKleBSUirv/X6ABz8JZ2FENDfT0u89iEgeMHQOUN++fblw4QLjx48nJiaGRo0asWLFioxJzNHR0ZjN/2Q0f39/Vq5cycsvv0yDBg3w8/Nj9OjRvP7669keU0REjGUymehe34fOdbxYGnWGaX8e5uyVG7yxdA9frztOcJcaPFTPB7PZZHSpUoQZPgk6KCiIoKCgLN8LDw+/bVvLli3ZsmVLrscUEZGCwc5i5slm/jzSyJfvt0Yzfc1RjsclErRgB3V9j/Fq15q0q1EOk0lBSPKe4Y/CEBGR4s3J3sIzbSqz9tX2jOlUnZKOduw7m8DQudt4cuZmth6/aHSJUgQpAImISIHg6mTPmE41WPfagwxvUxkHOzPbTlyi79dbGDR7K7tOXTa6RClCFIBERKRAKVPCgXEP12Hdqw8yILACdmYT64/E0Wv6RkbM387BmOyv9SJyJwpAIiJSIHm7O/F+n/qseaU9jzUpj9kEoftj6f75el767w7+iks0ukQpxBSARESkQPMv48KnTzZk1csP0KOBD1Yr/LLrLJ2mruW1Jbs4FZ/9xx+I/E0BSERECoVqnq5M79+E319qQ8danqSlW/lh+2ke/CScsUt3c/qSgpBknwKQiIgUKnV93Zk9tBlLX2hF2+oe3Ey38t+IUzz4SThv/rSHM5evG12iFAIKQCIiUig1qVCab58J5MeRLWlTzYPUNCsLtkbT/uM1vL1sL+euKAjJnSkAiYhIoRZQsQzfDQ/kh+da0rJKWVLTrHy75STtPgpnws97iU24YXSJUgApAImISJHQvHIZ/vtsC/47ogXNK5chJS2deZtP0vajNbzzyz5irigIyT8UgEREpEhpWbUsi55twYLhgTSrVJqUm+l8s+kED3y0hvE/69KY3GL4s8BERETymslkolU1D1pWLcumYxf5/M8jRJyIZ/7mkyyMOMWTzcozsn01/Eo5G12qGEQBSEREiiyTyUTrah60qlqWzcdvBaGtf8Xz3ZZoFm07xRNN/XmhfVXKl3YxulSxMQUgEREp8kwmE62qetCqqgdb/n8Q2nz8Igu2RvPDtlM8HlCeEW0qGl2m2JACkIiIFCstqpSlxbNlifgrns/DDrPx6EUWbjvF4sjTNClrpuaFRGr5ljK6TMlnmgQtIiLFUvPKZfh+eAuWPN+SB2qUIy3dyrYLZrr/eyOjFkRx4JweulqUKQCJiEix1rRSGeY/3Zwfnwukful0rFb4ffc5un++nuHztrPr1GWjS5R8oAAkIiICNCjvzvBa6fw6qiUPN/DBZII/D8TSa/pGBs+JYNuJeKNLlDykACQiIvI/anm78mX/JoS+3I5Hm/hhMZtYd/gCT4Rs5smZm1l7+AJWq9XoMuU+KQCJiIhkoZpnSaY+2Yg1/2pP/8AK2FtMRPwVz5A5ETz87w0s33OOtHQFocJKAUhEROQuKpR1YXKf+qx77UGeaVMZZ3sL+84m8ML3UXT+bC2Lt58iNS3d6DIlhxSAREREssHH3Zm3H67Dxjc68FLH6rg52XH8QiKvLtlN+4/D+WbjX1xPSTO6TMkmBSAREZEcKFPCgeDONdj4RgfGdq+FR0lHzly+zju/7qfNh6uZvuYoV66nGl2m3IMCkIiISC64OtnzXLuqbHj9QSb1rkf50s5cTEzh45WHaP3BaiYvP0Bsgp5AX1ApAImIiNwHJ3sLg1pUZM0r7fmsb0NqerlyLfkmX687TtsP1/D6kt0cu3DN6DLl/9CjMERERPKAvcVMn8bl6d3IjzWHzhMSfpyIE/Es2n6KHyJP0bWON8+3r0oj/1JGlyooAImIiOQpk8lEh1pedKjlReTJeGaEH+fPA7Gs2BfDin0xtKhShpHtq/FAdQ9MJpPR5RZbCkAiIiL5JKBiGf4zpAxHYq8SsvY4P+88w5bj8Ww5HkEtb1eea1eFhxv4Ym/RjBRbU8dFRETyWXUvVz59siHrXnuQp1tXxsXBwsGYq7y8aBftPlrDf9Yf51ryTaPLLFYUgERERGzEt5Qz43vWYfMbHXm1a008Sjpw9soN3vv9AK2mhPHRioOcv6o7x2yhQASg6dOnU6lSJZycnAgMDCQiIuKO+37zzTeYTKZMX05OTpn2GTp06G37dOvWLb8/hoiISLa4u9gz6sFqbHi9A1MerU8VjxIk3LjJV+HHaPPBGt74cTdHz+vOsfxk+BygRYsWERwcTEhICIGBgUybNo2uXbty6NAhPD09szzGzc2NQ4cOZbzOahJZt27dmDt3bsZrR0fHvC9eRETkPjjZW+jXvAJPNvUndH8sM9cdY0f0ZRZuO8XCbafoVNuLZx+oQrNKpTVhOo8ZHoCmTp3KiBEjGDZsGAAhISH8/vvvzJkzhzfeeCPLY0wmE97e3ncd19HR8Z77iIiIFAQWs4lu9bzpWteL7ScvMXPtMf48cJ4/D8Ty54FYGvmX4tkHqtC1rjcWs4JQXjA0AKWkpBAZGcnYsWMztpnNZjp16sTmzZvveNy1a9eoWLEi6enpNGnShMmTJ1O3bt1M+4SHh+Pp6Unp0qXp0KED7733HmXLls1yvOTkZJKTkzNeJyQkAJCamkpqat4uZ/73eHk9rmSmPtuG+mwb6rNtFJQ+N/JzZUb/Rhy7kMjcTSf4aec5dp66zAvfR+Ff2plhrSryWBNfXBwMP4eRK/nZ55yMabJardY8ryCbzp49i5+fH5s2baJly5YZ21977TXWrl3L1q1bbztm8+bNHDlyhAYNGnDlyhU++eQT1q1bx759+yhfvjwACxcuxMXFhcqVK3Ps2DHefPNNSpYsyebNm7FYLLeN+c477zBx4sTbti9YsAAXF5c8/MQiIiI5k5ACG2LMrI81kXTz1tkfFzsrbbystPVOx83B4AILkKSkJPr378+VK1dwc3O7676FLgD9X6mpqdSuXZt+/foxadKkLPc5fvw4VatW5c8//6Rjx463vZ/VGSB/f3/i4uLu2cCcSk1NJTQ0lM6dO2Nvb5+nY8s/1GfbUJ9tQ322jYLe56SUm/y04yxzNp0kOv46AA52Zno19GFYq4pU9yxpcIXZk599TkhIwMPDI1sByNDzZx4eHlgsFmJjYzNtj42Nzfb8HXt7exo3bszRo0fvuE+VKlXw8PDg6NGjWQYgR0fHLCdJ29vb59sPQX6OLf9Qn21DfbYN9dk2Cmqf3e3tGdqmKoNaVWHVvhhmrjvOzlOXWRx5hsWRZ2hfsxwj2lahVdWyhWLCdH70OSfjGXobvIODAwEBAYSFhWVsS09PJywsLNMZobtJS0tjz549+Pj43HGf06dPc/HixbvuIyIiUhhYzCa61/fhpxdaseT5lnSr643JBOGHLjDgP1vp8cUGlkadJuVmutGlFmiGrwMUHBzMrFmzmDdvHgcOHGDkyJEkJiZm3BU2ePDgTJOk3333XVatWsXx48eJiopi4MCBnDx5kuHDhwO3Jki/+uqrbNmyhRMnThAWFkavXr2oVq0aXbt2NeQzioiI5DWTyUTTSmUIGRRA+CvtGdKyIs72FvafSyD4h120/Wg1M8KPcSVJk+ezYvgU8r59+3LhwgXGjx9PTEwMjRo1YsWKFXh5eQEQHR2N2fxPTrt06RIjRowgJiaG0qVLExAQwKZNm6hTpw4AFouF3bt3M2/ePC5fvoyvry9dunRh0qRJWgtIRESKpIplSzCxVz1e7lyD77dGM2/TCWITkvlwxUH+vfoITzb15+nWlalQVjf2/M3wAAQQFBREUFBQlu+Fh4dnev3ZZ5/x2Wef3XEsZ2dnVq5cmZfliYiIFAqlXBwY9WA1RrStwq+7zjJr/XEOxlzlm00nmL/5BF3rejO8bWUCKpYxulTDFYgAJCIiInnHwc7MYwHlebSJHxuPXmTW+uOsPXyBP/bG8MfeGBpXKMXwNlXoWtcLu2L6JHoFIBERkSLKZDLRproHbap7cDj2KrPX/8VPO86wI/oyoxZEUb60M8NaV6ZvM39KOhavSFA8Y5+IiEgxU8PLlQ8fb8DGNzrwUsfqlCnhwOlL15n0235aTg5j8vIDnL183egybUYBSEREpBgp5+pIcOcabHqjA+/3qUeVciW4mnyTr9cd54GP1jBm4Q72nrlidJn5rnid7xIRERHg1pPoBwRWpF+zCqw5dJ5Z64+z5Xg8y3aeZdnOs7SqWpYRD1ShfY1yhWJhxZxSABIRESnGzGYTHWt70bG2F3tOX2HW+uP8vuccm45dZNOxi1T3LMmItlXo1dgXR7vbn6dZWOkSmIiIiABQv7w7X/RrzLrXHmR4m8qUdLTjyPlrvPbjblp/sIYvVx/hUmKK0WXmCQUgERERycSvlDPjHq7DprEdePOhWvi4OxF3LZlPVh2m5QdhvL1sLyfiEo0u874oAImIiEiW3JzsefaBqqx77UGm9W1EXV83bqSm8+2Wkzz4aTjPzt/OthPxWK1Wo0vNMc0BEhERkbuyt5jp3diPXo182Xzs1sKKaw5dYNX+WFbtj6WhfymebVu4FlZUABIREZFsMZlMtKrmQatqHhw9f5X/rP+LpTvOsOvUPwsrPv3/F1YsUcAXViwcMU1EREQKlGqernzwWAM2vp55YcV3f9tP6w9X81noYeIL8IRpBSARERHJtf9dWPG93vWoVNaFy0mpfB52hNYfrGbir/s4UwBXmFYAEhERkfvmZG9hYIuKhP2rPdP7N6GurxvXU9OYu/EE7T5aw79+2MWR2KtGl5mhYF+gExERkULFYjbRo4EPD9X3ZsPROGaEH2PTsYv8GHWaH6NO06lWOeoXgPRRAEoQERGRosZkMtG2ejnaVi/HzlOXCQk/xsr9Mfx58AJ/YsdZp318+Hgjw+rTJTARERHJV438SxEyKIDQl9vxeBM/LCYrzSqWNrQmnQESERERm6jmWZIpfepSn5M8VN/b0Fp0BkhERERsqpTjrcUVjaQAJCIiIsWOApCIiIgUOwpAIiIiUuwoAImIiEixowAkIiIixY4CkIiIiBQ7CkAiIiJS7CgAiYiISLGjACQiIiLFjgKQiIiIFDsKQCIiIlLsKACJiIhIsaMAJCIiIsWOndEFFERWqxWAhISEPB87NTWVpKQkEhISsLe3z/Px5Rb12TbUZ9tQn21DfbaN/Ozz339v//33+N0oAGXh6tWrAPj7+xtciYiIiOTU1atXcXd3v+s+Jmt2YlIxk56eztmzZ3F1dcVkMuXp2AkJCfj7+3Pq1Cnc3NzydGz5h/psG+qzbajPtqE+20Z+9tlqtXL16lV8fX0xm+8+y0dngLJgNpspX758vn4PNzc3/YDZgPpsG+qzbajPtqE+20Z+9fleZ37+pknQIiIiUuwoAImIiEixowBkY46OjkyYMAFHR0ejSynS1GfbUJ9tQ322DfXZNgpKnzUJWkRERIodnQESERGRYkcBSERERIodBSAREREpdhSAREREpNhRALKh6dOnU6lSJZycnAgMDCQiIsLokoqcdevW0bNnT3x9fTGZTCxbtszokoqkKVOm0KxZM1xdXfH09KR3794cOnTI6LKKnBkzZtCgQYOMBeNatmzJH3/8YXRZRd4HH3yAyWRizJgxRpdSpLzzzjuYTKZMX7Vq1TKsHgUgG1m0aBHBwcFMmDCBqKgoGjZsSNeuXTl//rzRpRUpiYmJNGzYkOnTpxtdSpG2du1aRo0axZYtWwgNDSU1NZUuXbqQmJhodGlFSvny5fnggw+IjIxk+/btdOjQgV69erFv3z6jSyuytm3bxsyZM2nQoIHRpRRJdevW5dy5cxlfGzZsMKwW3QZvI4GBgTRr1owvv/wSuPW8MX9/f1588UXeeOMNg6srmkwmEz/99BO9e/c2upQi78KFC3h6erJ27VoeeOABo8sp0sqUKcPHH3/MM888Y3QpRc61a9do0qQJX331Fe+99x6NGjVi2rRpRpdVZLzzzjssW7aMnTt3Gl0KoDNANpGSkkJkZCSdOnXK2GY2m+nUqRObN282sDKRvHHlyhXg1l/Okj/S0tJYuHAhiYmJtGzZ0uhyiqRRo0bRo0ePTL+rJW8dOXIEX19fqlSpwoABA4iOjjasFj0M1Qbi4uJIS0vDy8sr03YvLy8OHjxoUFUieSM9PZ0xY8bQunVr6tWrZ3Q5Rc6ePXto2bIlN27coGTJkvz000/UqVPH6LKKnIULFxIVFcW2bduMLqXICgwM5JtvvqFmzZqcO3eOiRMn0rZtW/bu3Yurq6vN61EAEpH7MmrUKPbu3WvotfyirGbNmuzcuZMrV66wZMkShgwZwtq1axWC8tCpU6cYPXo0oaGhODk5GV1OkdW9e/eM/27QoAGBgYFUrFiRH374wZBLugpANuDh4YHFYiE2NjbT9tjYWLy9vQ2qSuT+BQUF8dtvv7Fu3TrKly9vdDlFkoODA9WqVQMgICCAbdu28fnnnzNz5kyDKys6IiMjOX/+PE2aNMnYlpaWxrp16/jyyy9JTk7GYrEYWGHRVKpUKWrUqMHRo0cN+f6aA2QDDg4OBAQEEBYWlrEtPT2dsLAwXcuXQslqtRIUFMRPP/3E6tWrqVy5stElFRvp6ekkJycbXUaR0rFjR/bs2cPOnTszvpo2bcqAAQPYuXOnwk8+uXbtGseOHcPHx8eQ768zQDYSHBzMkCFDaNq0Kc2bN2fatGkkJiYybNgwo0srUq5du5bpXxN//fUXO3fupEyZMlSoUMHAyoqWUaNGsWDBAn7++WdcXV2JiYkBwN3dHWdnZ4OrKzrGjh1L9+7dqVChAlevXmXBggWEh4ezcuVKo0srUlxdXW+bv1aiRAnKli2reW156JVXXqFnz55UrFiRs2fPMmHCBCwWC/369TOkHgUgG+nbty8XLlxg/PjxxMTE0KhRI1asWHHbxGi5P9u3b+fBBx/MeB0cHAzAkCFD+OabbwyqquiZMWMGAO3bt8+0fe7cuQwdOtT2BRVR58+fZ/DgwZw7dw53d3caNGjAypUr6dy5s9GlieTY6dOn6devHxcvXqRcuXK0adOGLVu2UK5cOUPq0TpAIiIiUuxoDpCIiIgUOwpAIiIiUuwoAImIiEixowAkIiIixY4CkIiIiBQ7CkAiIiJS7CgAiYiISLGjACQiIiLFjgKQiBR4Q4cOpXfv3oZ9/0GDBjF58uRs7x8XF4enpyenT5/Ox6pE5H5oJWgRMZTJZLrr+xMmTODll1/GarVSqlQp2xT1P3bt2kWHDh04efIkJUuWBG49Y+6tt94iPDyc+Ph4PDw8CAgI4MMPP6RWrVrAreceXbp0idmzZ9u8ZhG5NwUgETHU3w9SBVi0aBHjx4/n0KFDGdtKliyZETyMMHz4cOzs7AgJCQEgNTWV2rVrU7NmTd5++218fHw4ffo0f/zxBw8//DAtWrQAYN++fQQEBHD27FnKlCljWP0ikjVdAhMRQ3l7e2d8ubu7YzKZMm0rWbLkbZfA2rdvz4svvsiYMWMoXbo0Xl5ezJo1i8TERIYNG4arqyvVqlXjjz/+yPS99u7dS/fu3SlZsiReXl4MGjSIuLi4O9aWlpbGkiVL6NmzZ8a2ffv2cezYMb766itatGhBxYoVad26Ne+9915G+AGoW7cuvr6+/PTTT3nXLBHJMwpAIlIozZs3Dw8PDyIiInjxxRcZOXIkTzzxBK1atSIqKoouXbowaNAgkpKSALh8+TIdOnSgcePGbN++nRUrVhAbG8uTTz55x++xe/durly5QtOmTTO2lStXDrPZzJIlS0hLS7trjc2bN2f9+vV584FFJE8pAIlIodSwYUPGjRtH9erVGTt2LE5OTnh4eDBixAiqV6/O+PHjuXjxIrt37wbgyy+/pHHjxkyePJlatWrRuHFj5syZw5o1azh8+HCW3+PkyZNYLBY8PT0ztvn5+fHFF18wfvx4SpcuTYcOHZg0aRLHjx+/7XhfX19OnjyZPw0QkfuiACQihVKDBg0y/ttisVC2bFnq16+fsc3LywuA8+fPA7cmM69ZsyZjTlHJkiUzJiwfO3Ysy+9x/fp1HB0db5uoPWrUKGJiYvj+++9p2bIlixcvpm7duoSGhmbaz9nZOeMMlIgULHZGFyAikhv29vaZXptMpkzb/g4t6enpAFy7do2ePXvy4Ycf3jaWj49Plt/Dw8ODpKQkUlJScHBwyPSeq6srPXv2pGfPnrz33nt07dqV9957j86dO2fsEx8fT7ly5XL3AUUkXykAiUix0KRJE3788UcqVaqEnV32fvU1atQIgP3792f8d1ZMJhO1atVi06ZNmbbv3buX9u3b57JiEclPugQmIsXCqFGjiI+Pp1+/fmzbto1jx46xcuVKhg0bdsfJzOXKlaNJkyZs2LAhY9vOnTvp1asXS5YsYf/+/Rw9epTZs2czZ84cevXqlbFfUlISkZGRdOnSJd8/m4jknAKQiBQLvr6+bNy4kbS0NLp06UL9+vUZM2YMpUqVwmy+86/C4cOH8/3332e8Ll++PJUqVWLixIkEBgbSpEkTPv/8cyZOnMhbb72Vsd/PP/9MhQoVaNu2bb5+LhHJHS2EKCJyF9evX6dmzZosWrSIli1bZvu4Fi1a8NJLL9G/f/98rE5EcktngERE7sLZ2Zn58+ffdcHE/ysuLo5HH32Ufv365WNlInI/dAZIREREih2dARIREZFiRwFIREREih0FIBERESl2FIBERESk2FEAEhERkWJHAUhERESKHQUgERERKXYUgERERKTYUQASERGRYuf/AZrloFj2ICJkAAAAAElFTkSuQmCC", + "image/png": "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", "text/plain": [ "
" ] @@ -175,7 +180,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -185,12 +190,10 @@ } ], "source": [ - "# limit samples to run faster (TODO: analysis of execution time)\n", - "\n", - "liquid_motor.mass.plot(0,5, samples=50)\n", - "liquid_motor.massFlowRate.plot(0,5, samples=50)\n", - "liquid_motor.centerOfMass.plot(0,5, samples=50)\n", - "liquid_motor.inertiaTensor[0].plot(0,5, samples=50)" + "liquid_motor.mass.plot(0,5)\n", + "liquid_motor.massFlowRate.plot(0,5)\n", + "liquid_motor.centerOfMass.plot(0,5,)\n", + "liquid_motor.I_11.plot(0,5)" ] } ], @@ -210,7 +213,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.0" + "version": "3.9.16" }, "orig_nbformat": 4 }, diff --git a/docs/notebooks/example_liquid_empty.ipynb b/docs/notebooks/example_liquid_empty.ipynb new file mode 100644 index 000000000..208fe337e --- /dev/null +++ b/docs/notebooks/example_liquid_empty.ipynb @@ -0,0 +1,251 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "from rocketpy.motors import LiquidMotor, CylindricalTank, TankGeometry\n", + "from rocketpy.motors.Tank import MassFlowRateBasedTank\n", + "from rocketpy.motors import Fluid\n", + "from rocketpy import Function\n", + "\n", + "from math import exp" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "tanks_shape = CylindricalTank(0.1, 1, True)\n", + "tanks_shape = TankGeometry({(5,10) : 1})\n", + "\n", + "tanks_shape.radius.plot(equalAxis=True)\n", + "tanks_shape.inverse_volume.plot()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/phmb/github/RocketPy/rocketpy/Function.py:2132: RuntimeWarning: invalid value encountered in divide\n", + " Ys = self.source[:, 1] / other.source[:, 1]\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "oxidizer_liq = Fluid(name=\"N2O_l\", density=1220, quality=1)\n", + "oxidizer_gas = Fluid(name=\"N2O_g\", density=1.9277, quality=1)\n", + "fuel_liq = Fluid(name=\"ethanol_l\", density=789, quality=1)\n", + "fuel_gas = Fluid(name=\"ethanol_g\", density=1.59, quality=1)\n", + "\n", + "oxidizer_tank = MassFlowRateBasedTank(\n", + " name=\"oxidizer tank\",\n", + " geometry=tanks_shape,\n", + " flux_time=(0,5),\n", + " initial_liquid_mass=0,\n", + " initial_gas_mass=0,\n", + " liquid_mass_flow_rate_in=Function(0).setDiscrete(0,5,100),\n", + " liquid_mass_flow_rate_out=Function(0).setDiscrete(0,5,100),\n", + " gas_mass_flow_rate_in=Function(0).setDiscrete(0,5,100),\n", + " gas_mass_flow_rate_out=Function(0).setDiscrete(0,5,100),\n", + " liquid=oxidizer_liq,\n", + " gas=oxidizer_gas,\n", + " discretize=None,\n", + ")\n", + "\n", + "fuel_tank = MassFlowRateBasedTank(\n", + " name=\"fuel tank\",\n", + " geometry=tanks_shape,\n", + " flux_time=(0,5),\n", + " initial_liquid_mass=0,\n", + " initial_gas_mass=0,\n", + " liquid_mass_flow_rate_in=Function(0).setDiscrete(0,5,100),\n", + " liquid_mass_flow_rate_out=Function(0).setDiscrete(0,5,100),\n", + " gas_mass_flow_rate_in=Function(0).setDiscrete(0,5,100),\n", + " gas_mass_flow_rate_out=Function(0).setDiscrete(0,5,100),\n", + " liquid=fuel_liq,\n", + " gas=fuel_gas,\n", + " discretize=None,\n", + ")\n", + "\n", + "fuel_tank.centerOfMass()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "liquid_motor = LiquidMotor(\n", + " thrustSource=4000,\n", + " burnOut=5,\n", + " nozzleRadius=0.15\n", + ")\n", + "\n", + "liquid_motor.addTank(oxidizer_tank, 0.6)\n", + "liquid_motor.addTank(fuel_tank, 1.8)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Motor Details\n", + "Total Burning Time: 5 s\n", + "Total Propellant Mass: 0.000 kg\n", + "Propellant Exhaust Velocity: inf m/s\n", + "Average Thrust: 4000.000 N\n", + "Maximum Thrust: 4000.0 N at 0.0 s after ignition.\n", + "Total Impulse: 20000.000 Ns\n", + "\n", + "Plots\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/phmb/github/RocketPy/rocketpy/motors/Motor.py:262: RuntimeWarning: divide by zero encountered in scalar divide\n", + " return self.totalImpulse / self.propellantInitialMass\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "liquid_motor.info()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAksAAAHHCAYAAACvJxw8AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAAA0vElEQVR4nO3de1jUZd7H8c8McpAQFVGQRMnVxFMqmIibaYqgaylmWmR5zJ5txTQ6bG6uh2zXta3UkrR2s3a3TB+tTF0j58LjJnnAs6id1UJANEVFYYJ5/uhyniXwFmyYEXq/rstrmXvu+57v77sX+uk3v/mNxeFwOAQAAIAKWT1dAAAAwPWMsAQAAGBAWAIAADAgLAEAABgQlgAAAAwISwAAAAaEJQAAAAPCEgAAgAFhCQAAwICwBOAXafTo0YqIiPB0GQBqAMISAI/bv3+/7rnnHrVo0UJ+fn668cYb1a9fP73yyiueLs2jLl26pFatWikyMlLFxcXlnh8wYIDq16+v7OxsD1QH/HIQlgB41NatW9W1a1ft3btX48eP14IFC/TQQw/JarVq/vz5ni7Po/z8/LRw4UIdOXJEs2fPLvPc0qVLlZaWpj/96U8KCwvzUIXAL4OFL9IF4EkDBw7Ujh079Nlnn6lBgwZlnsvLy1OTJk2q5XVHjx6tjRs36ptvvvnZe5WWlqq4uFh+fn4/v7AKjBgxQu+995727dunm2++WWfOnFHbtm0VHh6uTz/9VFYr/90LVCd+wwB41Jdffqn27duXC0qSKgxKb7/9trp16yZ/f381bNhQt99+u9atW+d8/sMPP9TAgQMVFhYmX19f/epXv9KsWbNUUlJy1VpeeOEF9ejRQ40aNVLdunUVHR2tFStWlJtnsViUnJysd955R+3bt5evr6/S0tIq3HP9+vWyWq2aNm1amfElS5bIYrFo4cKFV61r7ty58vf3129/+1tJ0tNPP62TJ0/qtddeIygBbsCZJQAelZCQoIyMDG3dulUdOnQwzp05c6ZmzJihHj16aMiQIfLx8dG2bdsUHh6uv/zlL5LkHL/11lsVEBCg9evXa/ny5XriiSf017/+1blXRWeWwsPDNWjQILVr107FxcVaunSptm/frjVr1mjgwIHOeRaLRW3btlV+fr6Sk5MVHBysHj16qHPnzhXWnZycrNdee03btm1TVFSUTpw4oQ4dOigqKkrr1q2TxWK5ap9ef/11/c///I+Sk5OVmpqqyZMn66WXXrrqOgA/H2EJgEfZbDYNGDBAktStWzf17NlTffv21R133CFvb2/nvC+++EJt2rTR4MGDtWLFijJnVBwOhzNwXLx4UXXr1i3zGr/97W/1r3/9S6dPn5avr6+kisPST9fa7XZFRUWpSZMmSk9Pd45bLBZZrVbt379f7dq1u+oxFhYWqlOnTvL19VVmZqaGDh2qLVu2aP/+/WrevHml+uRwONSzZ0998sknCg8PV1ZWlgICAiq1FsDPw/lbAB7Vr18/ZWRkaNCgQdq7d6+ef/55JSQk6MYbb9SqVauc81auXKnS0lJNmzat3FtP/31m5r/Dzrlz55Sfn6+ePXuqsLBQhw8fNtby32u///57nT17Vj179tSuXbvKze3Vq1elgpIk+fv766233tKhQ4d0++2369///rfmzp1b6aAk/XiMQUFBkqTY2FiCEuBGhCUAHnfrrbfq/fff1/fff6/t27drypQpOnfunO655x5lZWVJ+vHaJqvVetWAcvDgQQ0ZMkT169dXYGCgGjdurAceeECSdPbsWePaNWvWqHv37vLz81NQUJAaN26shQsXVrjupptuqtIx/vrXv9Yjjzyi7du3KyEhQWPHjq3S+vfff1+rV69Whw4dtHz5cm3ZsqVK6wFcO8ISgOvG5WuN/vznP2vhwoWy2+1avnx5pdefOXNGvXr10t69e/Xss89q9erVstlsmjNnjqQfP7V2JVu2bNGgQYPk5+enV199VWvXrpXNZtP999+viq5W+OlbfVdTVFSkjRs3Svox+BUWFlZ67blz5/Too48qOjpaW7duVYsWLfTII4/IbrdXqQYA14awBOC61LVrV0nSiRMnJEm/+tWvVFpa6jzTVJGNGzfq1KlTeuuttzRp0iTdeeediouLU8OGDa/6eu+99578/Pz08ccfa+zYsRowYIDi4uJcczCSpk+frkOHDumFF17Q119/raeffrrSa6dOnaoTJ07otddeU7169fTKK6/o4MGDevHFF11WH4ArIywB8KgNGzZUeOZm7dq1kqQ2bdpIkhITE2W1WvXss8+WO0N0eb2Xl1eZx5JUXFysV1999ap1eHl5yWKxlLnFwDfffKOVK1dW7YAqsG3bNr3wwguaPHmyHn/8cT355JNasGCBNm3adNW1mZmZSk1NVXJysqKjoyVJd955p4YMGaJZs2bp6NGjP7s+AGZ8Gg6AR3Xo0EGFhYUaMmSI82s9tm7dqmXLlik8PFy7d+923oNp2rRpmjVrlnr06KG7775bvr6+2rFjh8LCwjR79mydOnVKrVu3VmBgoB599FFZLBb961//Umlpqfbu3asNGzaod+/eksp/Gm79+vXq27evevbsqfvvv195eXlKTU1VaGio9u3bVyaAWSwWTZgwQQsWLLjq8V26dEmdO3eWxWLR7t275efnp+LiYkVFRamwsFD79+/XDTfcUOHakpISdevWTbm5uTp06JDq1avnfO748eNq166d7rjjjjIXwgOoBg4A8KCPPvrIMXbsWEdkZKQjICDA4ePj42jVqpVj4sSJjtzc3HLzFy9e7OjSpYvD19fX0bBhQ0evXr0cNpvN+fwnn3zi6N69u6Nu3bqOsLAwx1NPPeX4+OOPHZIcGzZscM4bNWqUo0WLFmX2fuONNxytW7d2+Pr6OiIjIx1vvvmmY/r06Y6f/lUpyTFhwoRKHd9jjz3m8PLycmzbtq3M+M6dOx116tRxPPLII1dcO3fuXIckx4oVKyp8/oUXXnBIcrz//vuVqgXAteHMEgAAgAHXLAEAABgQlgAAAAwISwAAAAaEJQAAAAPCEgAAgAFhCQAAwKCOpwuoDUpLS5Wdna169eqV+fZzAABw/XI4HDp37pzCwsJktV75/BFhyQWys7MVHh7u6TIAAMA1OH78uJo1a3bF5wlLLnD5KwiOHz+uwMBAl+1rt9u1bt06xcfHy9vb22X7oiz67B702X3otXvQZ/eozj4XFBQoPDy8zFcJVYSw5AKX33oLDAx0eVjy9/dXYGAgv4jViD67B312H3rtHvTZPdzR56tdQsMF3gAAAAaEJQAAAAPCEgAAgAFhCQAAwICwBAAAYEBYAgAAMCAsAQAAGBCWAAAADAhLAAAABoQlAAAAA8ISAACAAWEJAADAgLAEAABgQFgCAAAwICwBAAAYEJYAAAAMCEsAAAAGhCUAAAADwhIAAIABYQkAAMCAsAQAAGBAWAIAADAgLAEAABgQlgAAAAwISwAAAAaEJQAAAAPCEgAAgAFhCQAAwICwBAAAYEBYAgAAMCAsAQAAGBCWAAAADAhLAAAABoQlAAAAA8ISAACAAWEJAADAgLAEAABgQFgCAAAwICwBAAAYEJYAAAAMCEsAAAAGhCUAAAADwhIAAIBBjQtLqampioiIkJ+fn2JiYrR9+3bj/OXLlysyMlJ+fn7q2LGj1q5de8W5v/3tb2WxWDRv3jwXVw0AAGqqGhWWli1bppSUFE2fPl27du1Sp06dlJCQoLy8vArnb926VUlJSRo3bpx2796txMREJSYm6sCBA+XmfvDBB/r0008VFhZW3YcBAABqkBoVll566SWNHz9eY8aMUbt27bRo0SL5+/tr8eLFFc6fP3+++vfvryeffFJt27bVrFmzFBUVpQULFpSZ991332nixIl655135O3t7Y5DAQAANUSNCUvFxcXKzMxUXFycc8xqtSouLk4ZGRkVrsnIyCgzX5ISEhLKzC8tLdWDDz6oJ598Uu3bt6+e4gEAQI1Vx9MFVFZ+fr5KSkoUEhJSZjwkJESHDx+ucE1OTk6F83NycpyP58yZozp16ujRRx+tdC1FRUUqKipyPi4oKJAk2e122e32Su9zNZf3cuWeKI8+uwd9dh967R702T2qs8+V3bPGhKXqkJmZqfnz52vXrl2yWCyVXjd79mzNnDmz3Pi6devk7+/vyhIlSTabzeV7ojz67B702X3otXvQZ/eojj4XFhZWal6NCUvBwcHy8vJSbm5umfHc3FyFhoZWuCY0NNQ4f8uWLcrLy1Pz5s2dz5eUlOjxxx/XvHnz9M0331S475QpU5SSkuJ8XFBQoPDwcMXHxyswMPBaDq9CdrtdNptN/fr141qqakSf3YM+uw+9dg/67B7V2efL7wxdTY0JSz4+PoqOjlZ6eroSExMl/Xi9UXp6upKTkytcExsbq/T0dE2ePNk5ZrPZFBsbK0l68MEHK7ym6cEHH9SYMWOuWIuvr698fX3LjXt7e1fLL0x17Yuy6LN70Gf3odfuQZ/dozr6XNn9akxYkqSUlBSNGjVKXbt2Vbdu3TRv3jxduHDBGWxGjhypG2+8UbNnz5YkTZo0Sb169dKLL76ogQMHaunSpdq5c6def/11SVKjRo3UqFGjMq/h7e2t0NBQtWnTxr0HBwAArks1Kizde++9OnnypKZNm6acnBx17txZaWlpzou4jx07Jqv1/z/g16NHDy1ZskRTp07VH/7wB7Vu3VorV65Uhw4dPHUIAACghqlRYUmSkpOTr/i228aNG8uNDRs2TMOGDav0/le6TgkAAPwy1Zj7LAEAAHgCYQkAAMCAsAQAAGBAWAIAADAgLAEAABgQlgAAAAwISwAAAAaEJQAAAAPCEgAAgAFhCQAAwICwBAAAYEBYAgAAMCAsAQAAGBCWAAAADAhLAAAABoQlAAAAA8ISAACAAWEJAADAgLAEAABgQFgCAAAwICwBAAAYEJYAAAAMCEsAAAAGhCUAAAADwhIAAIABYQkAAMCAsAQAAGBAWAIAADAgLAEAABgQlgAAAAwISwAAAAaEJQAAAAPCEgAAgAFhCQAAwICwBAAAYEBYAgAAMCAsAQAAGBCWAAAADAhLAAAABoQlAAAAA8ISAACAAWEJAADAgLAEAABgQFgCAAAwICwBAAAYEJYAAAAMCEsAAAAGhCUAAAADwhIAAIABYQkAAMCAsAQAAGBAWAIAADAgLAEAABgQlgAAAAwISwAAAAaEJQAAAIMaF5ZSU1MVEREhPz8/xcTEaPv27cb5y5cvV2RkpPz8/NSxY0etXbvW+Zzdbtfvf/97dezYUTfccIPCwsI0cuRIZWdnV/dhAACAGqJGhaVly5YpJSVF06dP165du9SpUyclJCQoLy+vwvlbt25VUlKSxo0bp927dysxMVGJiYk6cOCAJKmwsFC7du3SH//4R+3atUvvv/++jhw5okGDBrnzsAAAwHWsRoWll156SePHj9eYMWPUrl07LVq0SP7+/lq8eHGF8+fPn6/+/fvrySefVNu2bTVr1ixFRUVpwYIFkqT69evLZrNp+PDhatOmjbp3764FCxYoMzNTx44dc+ehAQCA61SNCUvFxcXKzMxUXFycc8xqtSouLk4ZGRkVrsnIyCgzX5ISEhKuOF+Szp49K4vFogYNGrikbgAAULPV8XQBlZWfn6+SkhKFhISUGQ8JCdHhw4crXJOTk1Ph/JycnArnX7p0Sb///e+VlJSkwMDAK9ZSVFSkoqIi5+OCggJJP14DZbfbK3U8lXF5L1fuifLos3vQZ/eh1+5Bn92jOvtc2T1rTFiqbna7XcOHD5fD4dDChQuNc2fPnq2ZM2eWG1+3bp38/f1dXpvNZnP5niiPPrsHfXYfeu0e9Nk9qqPPhYWFlZpXY8JScHCwvLy8lJubW2Y8NzdXoaGhFa4JDQ2t1PzLQeno0aNav3698aySJE2ZMkUpKSnOxwUFBQoPD1d8fPxV11aF3W6XzWZTv3795O3t7bJ9URZ9dg/67D702j3os3tUZ58vvzN0NTUmLPn4+Cg6Olrp6elKTEyUJJWWlio9PV3JyckVromNjVV6eromT57sHLPZbIqNjXU+vhyUPv/8c23YsEGNGjW6ai2+vr7y9fUtN+7t7V0tvzDVtS/Kos/uQZ/dh167B312j+roc2X3qzFhSZJSUlI0atQode3aVd26ddO8efN04cIFjRkzRpI0cuRI3XjjjZo9e7YkadKkSerVq5defPFFDRw4UEuXLtXOnTv1+uuvS/oxKN1zzz3atWuX1qxZo5KSEuf1TEFBQfLx8fHMgQIAgOtGjQpL9957r06ePKlp06YpJydHnTt3VlpamvMi7mPHjslq/f8P+PXo0UNLlizR1KlT9Yc//EGtW7fWypUr1aFDB0nSd999p1WrVkmSOnfuXOa1NmzYoN69e7vluAAAwPWrRoUlSUpOTr7i224bN24sNzZs2DANGzaswvkRERFyOByuLA8AANQyNeY+SwAAAJ5AWAIAADAgLAEAABgQlgAAAAwISwAAAAaEJQAAAAPCEgAAgAFhCQAAwICwBAAAYEBYAgAAMCAsAQAAGBCWAAAADAhLAAAABoQlAAAAA8ISAACAAWEJAADAgLAEAABgQFgCAAAwICwBAAAYEJYAAAAMCEsAAAAGhCUAAAADwhIAAIABYQkAAMCAsAQAAGBAWAIAADAgLAEAABgQlgAAAAwISwAAAAZ1qjL5zJkz+uCDD7RlyxYdPXpUhYWFaty4sbp06aKEhAT16NGjuuoEAADwiEqdWcrOztZDDz2kpk2b6rnnntPFixfVuXNn9e3bV82aNdOGDRvUr18/tWvXTsuWLavumgEAANymUmeWunTpolGjRikzM1Pt2rWrcM7Fixe1cuVKzZs3T8ePH9cTTzzh0kIBAAA8oVJhKSsrS40aNTLOqVu3rpKSkpSUlKRTp065pDgAAABPq9TbcFcLSj93PgAAwPWqShd4S9KqVasqHLdYLPLz81OrVq100003/ezCAAAArgdVDkuJiYmyWCxyOBxlxi+PWSwW3XbbbVq5cqUaNmzoskIBAAA8ocr3WbLZbLr11ltls9l09uxZnT17VjabTTExMVqzZo02b96sU6dOcYE3AACoFap8ZmnSpEl6/fXXy9xTqW/fvvLz89PDDz+sgwcPat68eRo7dqxLCwUAAPCEKp9Z+vLLLxUYGFhuPDAwUF999ZUkqXXr1srPz//51QEAAHhYlcNSdHS0nnzySZ08edI5dvLkST311FO69dZbJUmff/65wsPDXVclAACAh1T5bbg33nhDgwcPVrNmzZyB6Pjx42rZsqU+/PBDSdL58+c1depU11YKAADgAVUOS23atFFWVpbWrVunzz77zDnWr18/Wa0/nqhKTEx0aZEAAACeUumwtHnzZt1+++2SJKvVqv79+6t///5l5kycOFGvvPKKaysEAADwoEpfszRo0CDt2bPnis9PnDhR//jHP1xREwAAwHWj0mHpoYceUv/+/fXFF1+Ue27SpEl68803tXr1apcWBwAA4GmVDksvvPCCfvOb3yguLk7Z2dnO8cmTJ+vvf/+7Vq9erV69elVLkQAAAJ5SpVsH/P3vf1dUVJTi4uJ06tQppaSk6PXXX9eqVat0xx13VFeNAAAAHlOlT8NZrVYtXbpUAwcOVNu2bXXhwgWtWrVKffv2ra76AAAAPKrSYenll192/ty7d29t2bJFCQkJysrKUlZWlvO5Rx991LUVAgAAeFClw9LcuXPLPG7atKn27dunffv2OccsFgthCQAA1CqVDktff/11ddYBAABwXaryd8MBAAD8klQqLC1durTSGx4/flyffPLJNRcEAABwPalUWFq4cKHatm2r559/XocOHSr3/NmzZ7V27Vrdf//9ioqK0qlTp1xeKAAAgCdU6pqlTZs2adWqVXrllVc0ZcoU3XDDDQoJCZGfn5++//575eTkKDg4WKNHj9aBAwcUEhJS3XUDAAC4RaUv8B40aJAGDRqk/Px8/ec//9HRo0d18eJFBQcHq0uXLurSpYusVi6BAgAAtUuVbkopScHBwUpMTKyGUgAAAK4/Ne5UUGpqqiIiIuTn56eYmBht377dOH/58uWKjIyUn5+fOnbsqLVr15Z53uFwaNq0aWratKnq1q2ruLg4ff7559V5CAAAoAapUWFp2bJlSklJ0fTp07Vr1y516tRJCQkJysvLq3D+1q1blZSUpHHjxmn37t1KTExUYmKiDhw44Jzz/PPP6+WXX9aiRYu0bds23XDDDUpISNClS5fcdVgAAOA6VuW34TzppZde0vjx4zVmzBhJ0qJFi/Tvf/9bixcv1tNPP11u/vz589W/f389+eSTkqRZs2bJZrNpwYIFWrRokRwOh+bNm6epU6dq8ODBkqR//vOfCgkJ0cqVK3Xfffe57+B+wuFwqLD4BxWVSIXFP8jbYfFYLbWd3U6f3YE+uw+9dg/67B6X++xwODxWQ40JS8XFxcrMzNSUKVOcY1arVXFxccrIyKhwTUZGhlJSUsqMJSQkaOXKlZJ+vCt5Tk6O4uLinM/Xr19fMTExysjIuGJYKioqUlFRkfNxQUGBJMlut8tut1/T8f1UYfEP6jRrvaQ6emr7epfsCRP67B702X3otXvQZ/eooz59ilTf4tpQWtl/s392WCopKdH+/fvVokULNWzY8Odud0X5+fkqKSkpd1uCkJAQHT58uMI1OTk5Fc7PyclxPn957EpzKjJ79mzNnDmz3Pi6devk7+9/9YOphKISqQZlWQAAqtX69evl6+XaPQsLCys1r8r/Gk+ePFkdO3bUuHHjVFJSol69emnr1q3y9/fXmjVr1Lt376puWeNMmTKlzBmrgoIChYeHKz4+XoGBgS55DYfDoT59irR+/Xr16dNH3t4Ep+pit/9An92APrsPvXYP+uwel/s8MCFOPj4+Lt378jtDV1Pl/3dXrFihBx54QJK0evVqff311zp8+LD+9a9/6Zlnnqm2rzoJDg6Wl5eXcnNzy4zn5uYqNDS0wjWhoaHG+Zf/Nzc3V02bNi0zp3PnzlesxdfXV76+vuXGvb295e3tXanjqYz6Fot8vaT6N/i5dF+UZbfb6bMb0Gf3odfuQZ/d43KffXx8XN7nyu5X5U/D5efnO0PG2rVrNWzYMN18880aO3as9u/fX9XtKs3Hx0fR0dFKT093jpWWlio9PV2xsbEVromNjS0zX5JsNptz/k033aTQ0NAycwoKCrRt27Yr7gkAAH5ZqhyWQkJClJWVpZKSEqWlpalfv36Sfnzfz8vLxW8m/kRKSor+9re/6R//+IcOHTqkRx55RBcuXHB+Om7kyJFlLgCfNGmS0tLS9OKLL+rw4cOaMWOGdu7cqeTkZEmSxWLR5MmT9dxzz2nVqlXav3+/Ro4cqbCwMG68CQAAJF3D23BjxozR8OHD1bRpU1ksFucnybZt26bIyEiXF/jf7r33Xp08eVLTpk1TTk6OOnfurLS0NOcF2seOHSvzlSs9evTQkiVLNHXqVP3hD39Q69attXLlSnXo0ME556mnntKFCxf08MMP68yZM7rtttuUlpYmPz+/aj0WAABQM1Q5LM2YMUMdOnTQ8ePHNWzYMOe1O15eXhXe68jVkpOTnWeGfmrjxo3lxoYNG6Zhw4ZdcT+LxaJnn31Wzz77rKtKBAAAtcg1Xb5/zz33lHl85swZjRo1yiUFAQAAXE+qfM3SnDlztGzZMufj4cOHq1GjRmrWrJn27dvn0uIAAAA8rcphadGiRQoPD5f04yfLbDabPvroI/Xv319PPPGEywsEAADwpCq/DZeTk+MMS2vWrNHw4cMVHx+viIgIxcTEuLxAAAAAT6rymaWGDRvq+PHjkqS0tDTnp+EcDodKSkpcWx0AAICHVfnM0t133637779frVu31qlTpzRgwABJ0u7du9WqVSuXFwgAAOBJVQ5Lc+fOVUREhI4fP67nn39eAQEBkqQTJ07od7/7ncsLBAAA8KQqhyVvb+8KL+R+7LHHXFIQAADA9eSavyY5KytLx44dU3FxcZnxQYMG/eyiAAAArhdVDktfffWVhgwZov3798tiscjhcEj68U7YkrjIGwAA1CpV/jTcpEmTdNNNNykvL0/+/v46ePCgNm/erK5du1b4dSMAAAA1WZXPLGVkZGj9+vUKDg6W1WqV1WrVbbfdptmzZ+vRRx/V7t27q6NOAAAAj6jymaWSkhLVq1dPkhQcHKzs7GxJUosWLXTkyBHXVgcAAOBhVT6z1KFDB+3du1c33XSTYmJi9Pzzz8vHx0evv/66WrZsWR01AgAAeEyVw9LUqVN14cIFSdKzzz6rO++8Uz179lSjRo3KfMEuAABAbVDlsJSQkOD8uVWrVjp8+LBOnz6thg0bOj8RBwAAUFtc832W/ltQUJArtgEAALjuVDosjR07tlLzFi9efM3FAAAAXG8qHZbeeusttWjRQl26dHHeiBIAAKC2q3RYeuSRR/Tuu+/q66+/1pgxY/TAAw/w9hsAAKj1Kn2fpdTUVJ04cUJPPfWUVq9erfDwcA0fPlwff/wxZ5oAAECtVaWbUvr6+iopKUk2m01ZWVlq3769fve73ykiIkLnz5+vrhoBAAA8psp38HYutFqdX6TLl+cCAIDaqkphqaioSO+++6769eunm2++Wfv379eCBQt07NgxBQQEVFeNAAAAHlPpC7x/97vfaenSpQoPD9fYsWP17rvvKjg4uDprAwAA8LhKh6VFixapefPmatmypTZt2qRNmzZVOO/99993WXEAAACeVumwNHLkSL7OBAAA/OJU6aaUAAAAvzTX/Gk4AACAXwLCEgAAgAFhCQAAwICwBAAAYEBYAgAAMCAsAQAAGBCWAAAADAhLAAAABoQlAAAAA8ISAACAAWEJAADAgLAEAABgQFgCAAAwICwBAAAYEJYAAAAMCEsAAAAGhCUAAAADwhIAAIABYQkAAMCAsAQAAGBAWAIAADAgLAEAABgQlgAAAAwISwAAAAaEJQAAAAPCEgAAgAFhCQAAwICwBAAAYFBjwtLp06c1YsQIBQYGqkGDBho3bpzOnz9vXHPp0iVNmDBBjRo1UkBAgIYOHarc3Fzn83v37lVSUpLCw8NVt25dtW3bVvPnz6/uQwEAADVIjQlLI0aM0MGDB2Wz2bRmzRpt3rxZDz/8sHHNY489ptWrV2v58uXatGmTsrOzdffddzufz8zMVJMmTfT222/r4MGDeuaZZzRlyhQtWLCgug8HAADUEHU8XUBlHDp0SGlpadqxY4e6du0qSXrllVf0m9/8Ri+88ILCwsLKrTl79qzeeOMNLVmyRH369JEkvfnmm2rbtq0+/fRTde/eXWPHji2zpmXLlsrIyND777+v5OTk6j8wAABw3asRYSkjI0MNGjRwBiVJiouLk9Vq1bZt2zRkyJByazIzM2W32xUXF+cci4yMVPPmzZWRkaHu3btX+Fpnz55VUFCQsZ6ioiIVFRU5HxcUFEiS7Ha77HZ7lY7N5PJertwT5dFn96DP7kOv3YM+u0d19rmye9aIsJSTk6MmTZqUGatTp46CgoKUk5NzxTU+Pj5q0KBBmfGQkJArrtm6dauWLVumf//738Z6Zs+erZkzZ5YbX7dunfz9/Y1rr4XNZnP5niiPPrsHfXYfeu0e9Nk9qqPPhYWFlZrn0bD09NNPa86cOcY5hw4dckstBw4c0ODBgzV9+nTFx8cb506ZMkUpKSnOxwUFBQoPD1d8fLwCAwNdVpPdbpfNZlO/fv3k7e3tsn1RFn12D/rsPvTaPeize1Rnny+/M3Q1Hg1Ljz/+uEaPHm2c07JlS4WGhiovL6/M+A8//KDTp08rNDS0wnWhoaEqLi7WmTNnypxdys3NLbcmKytLffv21cMPP6ypU6detW5fX1/5+vqWG/f29q6WX5jq2hdl0Wf3oM/uQ6/dgz67R3X0ubL7eTQsNW7cWI0bN77qvNjYWJ05c0aZmZmKjo6WJK1fv16lpaWKiYmpcE10dLS8vb2Vnp6uoUOHSpKOHDmiY8eOKTY21jnv4MGD6tOnj0aNGqU//elPLjgqAABQm9SIWwe0bdtW/fv31/jx47V9+3Z98sknSk5O1n333ef8JNx3332nyMhIbd++XZJUv359jRs3TikpKdqwYYMyMzM1ZswYxcbGOi/uPnDggO644w7Fx8crJSVFOTk5ysnJ0cmTJz12rAAA4PpSIy7wlqR33nlHycnJ6tu3r6xWq4YOHaqXX37Z+bzdbteRI0fKXKw1d+5c59yioiIlJCTo1VdfdT6/YsUKnTx5Um+//bbefvtt53iLFi30zTffuOW4AADA9a3GhKWgoCAtWbLkis9HRETI4XCUGfPz81NqaqpSU1MrXDNjxgzNmDHDlWUCAIBapka8DQcAAOAphCUAAAADwhIAAIABYQkAAMCAsAQAAGBAWAIAADAgLAEAABgQlgAAAAwISwAAAAaEJQAAAAPCEgAAgAFhCQAAwICwBAAAYEBYAgAAMCAsAQAAGBCWAAAADAhLAAAABoQlAAAAA8ISAACAAWEJAADAgLAEAABgQFgCAAAwICwBAAAYEJYAAAAMCEsAAAAGhCUAAAADwhIAAIABYQkAAMCAsAQAAGBAWAIAADAgLAEAABgQlgAAAAwISwAAAAaEJQAAAAPCEgAAgAFhCQAAwICwBAAAYEBYAgAAMCAsAQAAGBCWAAAADAhLAAAABoQlAAAAA8ISAACAAWEJAADAgLAEAABgQFgCAAAwICwBAAAYEJYAAAAMCEsAAAAGhCUAAAADwhIAAIABYQkAAMCAsAQAAGBAWAIAADAgLAEAABgQlgAAAAxqTFg6ffq0RowYocDAQDVo0EDjxo3T+fPnjWsuXbqkCRMmqFGjRgoICNDQoUOVm5tb4dxTp06pWbNmslgsOnPmTDUcAQAAqIlqTFgaMWKEDh48KJvNpjVr1mjz5s16+OGHjWsee+wxrV69WsuXL9emTZuUnZ2tu+++u8K548aN0y233FIdpQMAgBqsRoSlQ4cOKS0tTX//+98VExOj2267Ta+88oqWLl2q7OzsCtecPXtWb7zxhl566SX16dNH0dHRevPNN7V161Z9+umnZeYuXLhQZ86c0RNPPOGOwwEAADVIHU8XUBkZGRlq0KCBunbt6hyLi4uT1WrVtm3bNGTIkHJrMjMzZbfbFRcX5xyLjIxU8+bNlZGRoe7du0uSsrKy9Oyzz2rbtm366quvKlVPUVGRioqKnI8LCgokSXa7XXa7/ZqOsSKX93LlniiPPrsHfXYfeu0e9Nk9qrPPld2zRoSlnJwcNWnSpMxYnTp1FBQUpJycnCuu8fHxUYMGDcqMh4SEONcUFRUpKSlJf/3rX9W8efNKh6XZs2dr5syZ5cbXrVsnf3//Su1RFTabzeV7ojz67B702X3otXvQZ/eojj4XFhZWap5Hw9LTTz+tOXPmGOccOnSo2l5/ypQpatu2rR544IEqr0tJSXE+LigoUHh4uOLj4xUYGOiy+ux2u2w2m/r16ydvb2+X7Yuy6LN70Gf3odfuQZ/dozr7fPmdoavxaFh6/PHHNXr0aOOcli1bKjQ0VHl5eWXGf/jhB50+fVqhoaEVrgsNDVVxcbHOnDlT5uxSbm6uc8369eu1f/9+rVixQpLkcDgkScHBwXrmmWcqPHskSb6+vvL19S037u3tXS2/MNW1L8qiz+5Bn92HXrsHfXaP6uhzZffzaFhq3LixGjdufNV5sbGxOnPmjDIzMxUdHS3px6BTWlqqmJiYCtdER0fL29tb6enpGjp0qCTpyJEjOnbsmGJjYyVJ7733ni5evOhcs2PHDo0dO1ZbtmzRr371q597eAAAoBaoEdcstW3bVv3799f48eO1aNEi2e12JScn67777lNYWJgk6bvvvlPfvn31z3/+U926dVP9+vU1btw4paSkKCgoSIGBgZo4caJiY2OdF3f/NBDl5+c7X++n1zoBAIBfphoRliTpnXfeUXJysvr27Sur1aqhQ4fq5Zdfdj5vt9t15MiRMhdrzZ071zm3qKhICQkJevXVVz1RPgAAqKFqTFgKCgrSkiVLrvh8RESE85qjy/z8/JSamqrU1NRKvUbv3r3L7QEAAH7ZasRNKQEAADyFsAQAAGBAWAIAADAgLAEAABgQlgAAAAwISwAAAAaEJQAAAAPCEgAAgAFhCQAAwICwBAAAYEBYAgAAMCAsAQAAGBCWAAAADAhLAAAABoQlAAAAA8ISAACAAWEJAADAgLAEAABgQFgCAAAwICwBAAAYEJYAAAAMCEsAAAAGhCUAAAADwhIAAIABYQkAAMCAsAQAAGBAWAIAADAgLAEAABgQlgAAAAwISwAAAAaEJQAAAAPCEgAAgAFhCQAAwICwBAAAYEBYAgAAMCAsAQAAGBCWAAAADAhLAAAABoQlAAAAA8ISAACAAWEJAADAgLAEAABgQFgCAAAwqOPpAmoDh8MhSSooKHDpvna7XYWFhSooKJC3t7dL98b/o8/uQZ/dh167B312j+rs8+V/ty//O34lhCUXOHfunCQpPDzcw5UAAICqOnfunOrXr3/F5y2Oq8UpXFVpaamys7NVr149WSwWl+1bUFCg8PBwHT9+XIGBgS7bF2XRZ/egz+5Dr92DPrtHdfbZ4XDo3LlzCgsLk9V65SuTOLPkAlarVc2aNau2/QMDA/lFdAP67B702X3otXvQZ/eorj6bzihdxgXeAAAABoQlAAAAA8LSdczX11fTp0+Xr6+vp0up1eize9Bn96HX7kGf3eN66DMXeAMAABhwZgkAAMCAsAQAAGBAWAIAADAgLAEAABgQlq5jqampioiIkJ+fn2JiYrR9+3ZPl1SrbN68WXfddZfCwsJksVi0cuVKT5dUK82ePVu33nqr6tWrpyZNmigxMVFHjhzxdFm1zsKFC3XLLbc4b9wXGxurjz76yNNl1Xp/+ctfZLFYNHnyZE+XUuvMmDFDFoulzJ/IyEiP1EJYuk4tW7ZMKSkpmj59unbt2qVOnTopISFBeXl5ni6t1rhw4YI6deqk1NRUT5dSq23atEkTJkzQp59+KpvNJrvdrvj4eF24cMHTpdUqzZo101/+8hdlZmZq586d6tOnjwYPHqyDBw96urRaa8eOHXrttdd0yy23eLqUWqt9+/Y6ceKE889//vMfj9TBrQOuUzExMbr11lu1YMECST9+/1x4eLgmTpyop59+2sPV1T4Wi0UffPCBEhMTPV1KrXfy5Ek1adJEmzZt0u233+7pcmq1oKAg/fWvf9W4ceM8XUqtc/78eUVFRenVV1/Vc889p86dO2vevHmeLqtWmTFjhlauXKk9e/Z4uhTOLF2PiouLlZmZqbi4OOeY1WpVXFycMjIyPFgZ8POdPXtW0o//kKN6lJSUaOnSpbpw4YJiY2M9XU6tNGHCBA0cOLDM39Nwvc8//1xhYWFq2bKlRowYoWPHjnmkDr5I9zqUn5+vkpIShYSElBkPCQnR4cOHPVQV8POVlpZq8uTJ+vWvf60OHTp4upxaZ//+/YqNjdWlS5cUEBCgDz74QO3atfN0WbXO0qVLtWvXLu3YscPTpdRqMTExeuutt9SmTRudOHFCM2fOVM+ePXXgwAHVq1fPrbUQlgC4zYQJE3TgwAGPXXdQ27Vp00Z79uzR2bNntWLFCo0aNUqbNm0iMLnQ8ePHNWnSJNlsNvn5+Xm6nFptwIABzp9vueUWxcTEqEWLFvrf//1ft7+1TFi6DgUHB8vLy0u5ubllxnNzcxUaGuqhqoCfJzk5WWvWrNHmzZvVrFkzT5dTK/n4+KhVq1aSpOjoaO3YsUPz58/Xa6+95uHKao/MzEzl5eUpKirKOVZSUqLNmzdrwYIFKioqkpeXlwcrrL0aNGigm2++WV988YXbX5trlq5DPj4+io6OVnp6unOstLRU6enpXH+AGsfhcCg5OVkffPCB1q9fr5tuusnTJf1ilJaWqqioyNNl1Cp9+/bV/v37tWfPHuefrl27asSIEdqzZw9BqRqdP39eX375pZo2ber21+bM0nUqJSVFo0aNUteuXdWtWzfNmzdPFy5c0JgxYzxdWq1x/vz5Mv+F8vXXX2vPnj0KCgpS8+bNPVhZ7TJhwgQtWbJEH374oerVq6ecnBxJUv369VW3bl0PV1d7TJkyRQMGDFDz5s117tw5LVmyRBs3btTHH3/s6dJqlXr16pW73u6GG25Qo0aNuA7PxZ544gndddddatGihbKzszV9+nR5eXkpKSnJ7bUQlq5T9957r06ePKlp06YpJydHnTt3VlpaWrmLvnHtdu7cqTvuuMP5OCUlRZI0atQovfXWWx6qqvZZuHChJKl3795lxt98802NHj3a/QXVUnl5eRo5cqROnDih+vXr65ZbbtHHH3+sfv36ebo04Jp8++23SkpK0qlTp9S4cWPddttt+vTTT9W4cWO318J9lgAAAAy4ZgkAAMCAsAQAAGBAWAIAADAgLAEAABgQlgAAAAwISwAAAAaEJQAAAAPCEgAAgAFhCUCtM3r0aCUmJnrs9R988EH9+c9/rvT8/Px8NWnSRN9++201VgXgWnEHbwA1isViMT4/ffp0PfbYY3I4HGrQoIF7ivove/fuVZ8+fXT06FEFBARI+vF7B5955hlt3LhRp0+fVnBwsKKjozVnzhxFRkZK+vF7sL7//nu98cYbbq8ZgBlhCUCNcvmLeCVp2bJlmjZtmo4cOeIcCwgIcIYUT3jooYdUp04dLVq0SJJkt9vVtm1btWnTRn/84x/VtGlTffvtt/roo4905513qnv37pKkgwcPKjo6WtnZ2QoKCvJY/QDK4204ADVKaGio80/9+vVlsVjKjAUEBJR7G653796aOHGiJk+erIYNGyokJER/+9vfdOHCBY0ZM0b16tVTq1at9NFHH5V5rQMHDmjAgAEKCAhQSEiIHnzwQeXn51+xtpKSEq1YsUJ33XWXc+zgwYP68ssv9eqrr6p79+5q0aKFfv3rX+u5555zBiVJat++vcLCwvTBBx+4rlkAXIKwBOAX4R//+IeCg4O1fft2TZw4UY888oiGDRumHj16aNeuXYqPj9eDDz6owsJCSdKZM2fUp08fdenSRTt37lRaWppyc3M1fPjwK77Gvn37dPbsWXXt2tU51rhxY1mtVq1YsUIlJSXGGrt166YtW7a45oABuAxhCcAvQqdOnTR16lS1bt1aU6ZMkZ+fn4KDgzV+/Hi1bt1a06ZN06lTp7Rv3z5J0oIFC9SlSxf9+c9/VmRkpLp06aLFixdrw4YN+uyzzyp8jaNHj8rLy0tNmjRxjt144416+eWXNW3aNDVs2FB9+vTRrFmz9NVXX5VbHxYWpqNHj1ZPAwBcM8ISgF+EW265xfmzl5eXGjVqpI4dOzrHQkJCJEl5eXmSfrxQe8OGDc5roAICApwXY3/55ZcVvsbFixfl6+tb7iL0CRMmKCcnR++8845iY2O1fPlytW/fXjabrcy8unXrOs9sAbh+1PF0AQDgDt7e3mUeWyyWMmOXA05paakk6fz587rrrrs0Z86ccns1bdq0wtcIDg5WYWGhiouL5ePjU+a5evXq6a677tJdd92l5557TgkJCXruuefUr18/55zTp0+rcePG13aAAKoNYQkAKhAVFaX33ntPERERqlOncn9Vdu7cWZKUlZXl/LkiFotFkZGR2rp1a5nxAwcOqHfv3tdYMYDqwttwAFCBCRMm6PTp00pKStKOHTv05Zdf6uOPP9aYMWOueKF248aNFRUVpf/85z/OsT179mjw4MFasWKFsrKy9MUXX+iNN97Q4sWLNXjwYOe8wsJCZWZmKj4+vtqPDUDVEJYAoAJhYWH65JNPVFJSovj4eHXs2FGTJ09WgwYNZLVe+a/Ohx56SO+8847zcbNmzRQREaGZM2cqJiZGUVFRmj9/vmbOnKlnnnnGOe/DDz9U8+bN1bNnz2o9LgBVx00pAcCFLl68qDZt2mjZsmWKjY2t9Lru3bvr0Ucf1f3331+N1QG4FpxZAgAXqlu3rv75z38ab175U/n5+br77ruVlJRUjZUBuFacWQIAADDgzBIAAIABYQkAAMCAsAQAAGBAWAIAADAgLAEAABgQlgAAAAwISwAAAAaEJQAAAAPCEgAAgMH/AVW34f4broQWAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "liquid_motor.mass.plot(0,5)\n", + "liquid_motor.massFlowRate.plot(0,5)\n", + "\n", + "liquid_motor.centerOfMass.plot(0,5,)\n", + "liquid_motor.I_11.plot(0,5)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.16" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/notebooks/example_solid.ipynb b/docs/notebooks/example_solid.ipynb index 438bbb0db..2fa19664b 100644 --- a/docs/notebooks/example_solid.ipynb +++ b/docs/notebooks/example_solid.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 5, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -11,7 +11,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -34,7 +34,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -55,7 +55,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -70,7 +70,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -104,7 +104,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -114,7 +114,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -124,7 +124,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -134,7 +134,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -144,7 +144,7 @@ }, { "data": { - "image/png": "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", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAkgAAAHHCAYAAABEEKc/AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAABdvElEQVR4nO3deVxU5f4H8M+ZnWFHdgFxN01AEcl918xM01suXRcs65paye129Vaa6S9NvWaltruVdm3RUsuFyKVyR3HNBURQkF32ZYaZ+f2BTLI64IyHGT7v12teMOc85znfeUT8eM5zzhEMBoMBRERERGQkEbsAIiIiosaGAYmIiIioCgYkIiIioioYkIiIiIiqYEAiIiIiqoIBiYiIiKgKBiQiIiKiKhiQiIiIiKpgQCIiIiKqggGJyIa89dZbEARB7DJMsmHDBgiCgOvXrzd425MnT5q/MAA3btyASqXCH3/8cd997dmzBw4ODsjIyDBDZeYxdepUBAYGil1GNd988w3c3NxQUFBQ720//vhjBAQEoLS01AKVUVPEgERkQQkJCZg1axbatWsHtVoNtVqNjh07YubMmTh79qzY5d3T9evXIQgCVqxYUeP6ikCWmZn5gCsz3dq1a7Fhw4Z6bfP2228jPDwcvXr1Mi6bOnUqBEGAk5MTiouLq21z9epVCIJQbbweffRRtGnTBkuWLGnwZzBFxb7v9Tpw4IBF62gonU6HBQsWYPbs2XBwcDAu12g0eP/999GlSxc4OTnBxcUFnTp1wvPPP49Lly4Z202dOhUajQaffPKJGOWTDZKJXQCRrdq1axfGjRsHmUyGZ555BsHBwZBIJLh06RK2bduGjz76CAkJCWjRooXZ9vnGG29g7ty5ZuvPkiZNmoTx48dDqVRadD9r166Fu7s7pk6dalL7jIwMbNy4ERs3bqy2TiaToaioCDt37sTTTz9dad3mzZuhUqlQUlJSbbsXXngBr776KhYuXAhHR8cGfY57+fLLLyu937RpE6Kioqotf+ihh/DZZ59Br9dbpI6G2rlzJy5fvoznn3++0vKxY8di9+7dmDBhAqZPnw6tVotLly5h165d6NmzJzp06AAAUKlUmDJlClauXInZs2dbzZFUarwYkIgsID4+HuPHj0eLFi0QHR0NHx+fSuvfffddrF27FhJJ3QdxCwsLYW9vb/J+ZTIZZDLr+GstlUohlUrFLqOar776CjKZDCNHjqy2TqlUolevXvj666+rBaQtW7ZgxIgR+P7776ttN3bsWMyePRvffvstpk2bZpG6//73v1d6f/ToUURFRVVb3litX78evXr1QvPmzY3LTpw4gV27duH//u//8J///KdS+9WrVyMnJ6fSsqeffhrLli3D/v37MXDgwAdRNtkwnmIjsoBly5ahsLAQ69evrxaOgPIg89JLL8Hf39+4bOrUqXBwcEB8fDwee+wxODo64plnngEA/Pbbb3jqqacQEBAApVIJf39/zJkzp9qpnprmIAmCgFmzZuGHH37Aww8/DKVSiU6dOmHPnj0W+OTljh07hkcffRTOzs5Qq9Xo169ftfk8Nc1B0uv1eOutt+Dr6wu1Wo0BAwbg4sWLCAwMrPEIUGlpKSIjI+Hh4QF7e3s8+eSTleb6BAYG4sKFCzh48KDxFFP//v3rrP2HH35AeHh4pdM8d5s4cSJ2795d6R/nEydO4OrVq5g4cWKN23h6eiIoKAg//vhjnftOT0+Hh4cH+vfvD4PBYFweFxcHe3t7jBs3rs7tTVV1DtLdp1LXrFmDVq1aQa1WY+jQobhx4wYMBgMWLVoEPz8/2NnZYdSoUcjOzq7W7+7du9GnTx/Y29vD0dERI0aMwIULF+5ZT0lJCfbs2YPBgwdXWh4fHw8AlU51VpBKpWjWrFmlZaGhoXBzc7vnOBOZggGJyAJ27dqFNm3aIDw8vF7blZWVYdiwYfD09MSKFSswduxYAMC3336LoqIizJgxAx9++CGGDRuGDz/8EJMnTzap399//x0vvvgixo8fj2XLlqGkpARjx45FVlaWSdsXFRUhMzOz2quoqKha219//RV9+/ZFXl4eFixYgHfeeQc5OTkYOHAgjh8/Xud+5s2bh4ULF6Jbt25Yvnw52rZti2HDhqGwsLDG9rNnz8aZM2ewYMECzJgxAzt37sSsWbOM61etWgU/Pz906NABX375Jb788ku8/vrrte5fq9XixIkT6Nq1a61txowZA0EQsG3bNuOyLVu2oEOHDnVuFxoaisOHD9f18eHp6YmPPvoIBw8exIcffgigPDROnToVjo6OWLt2bZ3b36/Nmzdj7dq1mD17Nv75z3/i4MGDePrpp/HGG29gz549+Pe//43nn38eO3fuxKuvvlpp2y+//BIjRoyAg4MD3n33Xbz55pu4ePEievfufc+J+DExMdBoNNXGr+L08+bNm1FWVmbSZ+jatatZJtcTwUBEZpWbm2sAYBg9enS1dbdv3zZkZGQYX0VFRcZ1U6ZMMQAwzJ07t9p2d7ersGTJEoMgCIbExETjsgULFhiq/rUGYFAoFIa4uDjjsjNnzhgAGD788MM6P0tCQoIBwD1fGRkZBoPBYNDr9Ya2bdsahg0bZtDr9ZXqb9mypWHIkCHGZevXrzcAMCQkJBgMBoMhNTXVIJPJqo3bW2+9ZQBgmDJlSrVtBw8eXGk/c+bMMUilUkNOTo5xWadOnQz9+vWr83NWiIuLq3VcpkyZYrC3tzcYDAbD3/72N8OgQYMMBoPBoNPpDN7e3oaFCxcax2v58uXVtn/nnXcMAAxpaWn3rGPChAkGtVptuHLlimH58uUGAIYffvjBpM9QYebMmdV+Fu7+LC1atDC+r6jbw8Oj0tjNmzfPAMAQHBxs0Gq1lepTKBSGkpISg8FgMOTn5xtcXFwM06dPr7Sf1NRUg7Ozc7XlVX3++ecGAIZz585VWq7X6w39+vUzADB4eXkZJkyYYFizZk2ln/mqnn/+eYOdnV2d+yMyBY8gEZlZXl4eANR4iqZ///7w8PAwvtasWVOtzYwZM6ots7OzM35fWFiIzMxM9OzZEwaDAadPn75nTYMHD0br1q2N74OCguDk5IRr166Z9Jmef/55REVFVXtNmjSpUrvY2FjjqaasrCzjkabCwkIMGjQIhw4dqnVycHR0NMrKyvDiiy9WWj579uw667r7lGKfPn2g0+mQmJho0ueqquKImqura53tJk6ciAMHDiA1NRW//vorUlNTaz29VqGiT1Ou+Fu9ejWcnZ3xt7/9DW+++SYmTZqEUaNGmfgpGu6pp56Cs7Oz8X3FEdC///3vlea2hYeHQ6PRIDk5GQAQFRWFnJwcTJgwodIRRqlUivDwcOzfv7/O/dY27oIgYO/evVi8eDFcXV3x9ddfY+bMmWjRogXGjRtXbQ5SRR/FxcU1Ht0kqg/rmM1JZEUqrlKq6V4un3zyCfLz85GWllbj5FmZTAY/P79qy5OSkjB//nzs2LEDt2/frrQuNzf3njUFBARUW+bq6lqtr9q0bdu22vwQoPzU3d2uXr0KAJgyZUqtfeXm5tYYQCpCTZs2bSotd3NzqzWwVP1cFe1M/Vy1Mdw1/6cmFXPEtm7ditjYWISFhaFNmzZ1nkqq6NOUq6vc3NzwwQcf4KmnnoKXlxc++OCDetXfUFXHsyIs3T1X7u7lFeNc8ede28RoJycnk/Zf07grlUq8/vrreP3113Hr1i0cPHgQ77//Pr755hvI5XJ89dVXNfbBq9jofjEgEZmZs7MzfHx8cP78+WrrKv5HXts/pEqlstqVbTqdDkOGDEF2djb+/e9/o0OHDrC3t0dycjKmTp1q0uXatV0tdq8gUF8VtSxfvhwhISE1tqlt8nNDmPtzVUz6vVfAUiqVGDNmDDZu3Ihr167hrbfeumffFX26u7ubVMvevXuN2928eRMuLi4mbXc/ahvPe41zxZ/7l19+CW9v72rt7nVl5d3jXtN/ECr4+Phg/PjxGDt2LDp16oRvvvkGGzZsqNT/7du3oVarKx11JWoIBiQiCxgxYgQ+//xzHD9+HN27d7+vvs6dO4crV65g48aNlSZlR0VF3W+ZZldxGs/JyanGI051qZiQGxcXh5YtWxqXZ2Vl3dcRofocSQgICICdnR0SEhLu2XbixIlYt24dJBIJxo8ff8/2CQkJcHd3h4eHxz3b7tmzB59//jlee+01bN68GVOmTMGxY8ca7S0cKv7cPT096/3nDsB4L6OEhAR07tz5nu3lcjmCgoJw9epVZGZmVgplCQkJeOihh+pdA1FVnINEZAGvvfYa1Go1pk2bhrS0tGrr63OEo+J/73dvYzAY8P77799/oWYWGhqK1q1bY8WKFTWeYqzrcRuDBg2CTCbDRx99VGn56tWr76sme3v7Gueq1EQul6Nbt24mPcJkwIABWLRoEVavXl3jUZOqYmJi0KNHj3u2y8nJwXPPPYfu3bvjnXfeweeff45Tp07hnXfeMekziGHYsGFwcnLCO++8A61WW239vR6zEhoaCoVCUW3cr169iqSkpGrtc3JycOTIEbi6ulYLnKdOnULPnj0b8CmIKmuc/x0hsnJt27bFli1bMGHCBLRv3954J22DwYCEhARs2bIFEomkztMJFTp06IDWrVvj1VdfRXJyMpycnPD999/f9zwbS5BIJPj8888xfPhwdOrUCREREWjevDmSk5Oxf/9+ODk5YefOnTVu6+XlhZdffhn//e9/8cQTT+DRRx/FmTNnsHv3bri7uzd4TkloaCg++ugjLF68GG3atIGnp2edNxEcNWoUXn/9deTl5dU5d0YikeCNN94wqYb09HScPXsWM2fOvGfbl19+GVlZWfjll18glUrx6KOP4rnnnsPixYsxatQoBAcHm7TPB8nJyQkfffQRJk2ahK5du2L8+PHw8PBAUlISfvrpJ/Tq1avOoKtSqTB06FD88ssvePvtt43Lz5w5g4kTJ2L48OHo06cP3NzckJycjI0bNyIlJQWrVq2qdPovJiYG2dnZD2RCO9k+BiQiCxk1ahTOnTuH//73v9i3bx/WrVsHQRDQokULjBgxAv/4xz9M+sdOLpdj586deOmll7BkyRKoVCo8+eSTmDVrVqP8x7J///44cuSI8ehKQUEBvL29ER4ejhdeeKHObd99912o1Wp89tln+OWXX9CjRw/s27cPvXv3hkqlalA98+fPR2JiIpYtW4b8/Hz069evzoA0adIkzJ07Fzt27DDbXai3bdsGpVJZ7e7bVe3YsQObNm3Cf//7X+NpJwBYuXIloqKiMGXKFJw4cQJyudwsdZnTxIkT4evri6VLl2L58uUoLS1F8+bN0adPH0RERNxz+2nTpmHs2LG4ceOGcVJ43759sWjRIuzevRsrV65ERkYGHB0d0aVLF7z77rvG+4RV+PbbbxEQEMC7aJNZCAZzz9IkIjKjnJwcuLq6YvHixXXe5NGcnn32WVy5cgW//fabWfrr0qUL+vfvj/fee88s/dkinU6Hjh074umnn8aiRYvqvX1paSkCAwMxd+5cvPzyyxaokJoazkEiokaj6qNTgPK7YQO45yNCzGnBggU4ceKEWe7IvGfPHly9ehXz5s0zQ2W2SyqV4u2338aaNWtqnL92L+vXr4dcLsc//vEPC1RHTRGPIBFRo7FhwwZs2LABjz32GBwcHPD777/j66+/xtChQ42XvRMRPQicg0REjUZQUBBkMhmWLVuGvLw848TtxYsXi10aETUxPIJEREREVAXnIBERERFVwYBEREREVAXnIDWQXq9HSkoKHB0d+VBEIiIiK2EwGJCfnw9fX99qz768GwNSA6WkpFR7wjURERFZhxs3btT5NAMGpAZydHQEUD7AdT2OoL60Wi327duHoUOHNsq75Vorjqv5cUwtg+NqfhxTy7DWcc3Ly4O/v7/x3/HaMCA1UMVpNScnJ7MHJLVaDScnJ6v6gWvsOK7mxzG1DI6r+XFMLcPax/Ve02M4SZuIiIioCgYkIiIioioYkIiIiIiqYEAiIiIiqoIBiYiIiKgKBiQiIiKiKhiQiIiIiKpgQCIiIiKqggGJiIiIqAoGJCIiIqIqGkVAWrNmDQIDA6FSqRAeHo7jx4/X2vbChQsYO3YsAgMDIQgCVq1aVa3NkiVLEBYWBkdHR3h6emL06NG4fPlypTYlJSWYOXMmmjVrBgcHB4wdOxZpaWnm/mhERERkhUQPSFu3bkVkZCQWLFiAU6dOITg4GMOGDUN6enqN7YuKitCqVSssXboU3t7eNbY5ePAgZs6ciaNHjyIqKgparRZDhw5FYWGhsc2cOXOwc+dOfPvttzh48CBSUlIwZswYi3xGIiIisi6iP6x25cqVmD59OiIiIgAAH3/8MX766SesW7cOc+fOrdY+LCwMYWFhAFDjegDYs2dPpfcbNmyAp6cnYmJi0LdvX+Tm5uKLL77Ali1bMHDgQADA+vXr8dBDD+Ho0aN45JFHzPkR6yW7UIPsUiAtrwQqpR4yiQCZVFL+VSJAKhHu+YA9IiIiuj+iBiSNRoOYmBjMmzfPuEwikWDw4ME4cuSI2faTm5sLAHBzcwMAxMTEQKvVYvDgwcY2HTp0QEBAAI4cOVJjQCotLUVpaanxfV5eHoDypxlrtVqz1boy6gq2npJh4alDtbapCEoy6V+hSS6RVFomu/NeLi1fX/69BHKpAKVMCpVcApVcCpVMAoXsr++V8jvr7rRxd1DCz9UOno5KSCXWG8wq/ozM+WfV1HFMLYPjan4cU8uw1nE1tV5RA1JmZiZ0Oh28vLwqLffy8sKlS5fMsg+9Xo9XXnkFvXr1wsMPPwwASE1NhUKhgIuLS7X9pqam1tjPkiVLsHDhwmrL9+3bB7VabZZaASDlpgRyQYAOgN5QcyAp0xtQpjegtMxsu70niWCAmxJo4WBAK8fyl48asLaDWVFRUWKXYHM4ppbBcTU/jqllWNu4FhUVmdRO9FNsljZz5kycP38ev//++331M2/ePERGRhrf5+Xlwd/fH0OHDoWTk9P9lmk0RKtFVFQUhgwZAplMBp3eAJ3eAO2dr2U6vTEglekNKNMZoNProdUZ7mqrv9P2rzZl+vLttDo9SrR6lJbpUaLV3fled+d9+bKKdcVaHdLzS3ErtwRaHZBZAmSWCIjJLK/Vx1mFoR09MbZLczzk42i2MbAE7V3jKpfLxS7HJnBMLYPjan4cU8uw1nGtOAN0L6IGJHd3d0il0mpXj6WlpdU6Abs+Zs2ahV27duHQoUPw8/MzLvf29oZGo0FOTk6lo0h17VepVEKpVFZbLpfLLfKDYal+G0KnNyA9vwRX0woQk3gbJxOzcSoxB7dyS7DxSBI2HklClwAX/KNfawx5yAuSRnwqrjGNq63gmFoGx9X8OKaWYW3jamqtol7FplAoEBoaiujoaOMyvV6P6Oho9OjRo8H9GgwGzJo1C9u3b8evv/6Kli1bVlofGhoKuVxeab+XL19GUlLSfe3XVkklAnyc7dC3nQfmDGmHzc89gtPzh+Czyd0worMPZBIBp5Ny8MKXMXjsg99wOC5T7JKJiIjui+in2CIjIzFlyhR069YN3bt3x6pVq1BYWGi8qm3y5Mlo3rw5lixZAqB8YvfFixeN3ycnJyM2NhYODg5o06YNgPLTalu2bMGPP/4IR0dH47wiZ2dn2NnZwdnZGc8++ywiIyPh5uYGJycnzJ49Gz169BD1CjZropJLMaSjF4Z09EJGfik2HE7ApsOJuJSaj4mfH8OQjl5YNOpheDurxC6ViIio3kQPSOPGjUNGRgbmz5+P1NRUhISEYM+ePcaJ20lJSZBI/jrQlZKSgi5duhjfr1ixAitWrEC/fv1w4MABAMBHH30EAOjfv3+lfa1fvx5Tp04FALz33nuQSCQYO3YsSktLMWzYMKxdu9ZyH9SGeTgq8a9hHfBc71Z4P/oqvjyaiKiLaTh2LQuLRj+MUSHNxS6RiIioXkQPSED5XKFZs2bVuK4i9FQIDAyEwWCos797rQcAlUqFNWvWYM2aNSbXSXVztVfgrSc6YWJ4AF799gzO3szFy/+LxdFr2VgwsiNUcqnYJRIREZlE9Dtpk+1p5+WIbTN64qVBbSEIwNfHkzDu06PILCi998ZERESNAAMSWYRMKkHkkHbYENEdLmo5ztzIwZNr/0B8RoHYpREREd0TAxJZVL92Htg2oydaNFPjRnYxxn1yBJdT88Uui4iIqE4MSGRxrTwcsG1GT3TydUJmgQbjPz2CCym5YpdFRERUKwYkeiCaOSix5blHEOznjNtFWvz982OIS+fpNiIiapwYkOiBcVbL8eVz4caQNPmLY7iVWyx2WURERNUwINED5aSSY93UMLTysEdKbgki1p9AwYN86i4REZEJGJDogWvmoMSmad3h4ajEpdR8vPz1aej09753FRER0YPCgESi8HNV47PJ3aCUSRB9KR0r9l0WuyQiIiIjBiQSTYi/C5Y/FQwA+OhAPKIupolcERERUTkGJBLVE8G+iOgVCACI/CYWiVmF4hZEREQEBiRqBOYNfwhdA1yQX1KGmVtOQVOmF7skIiJq4hiQSHQKmQRrnukKF7Uc55Pz8N4vV8QuiYiImjgGJGoUfJztsHRMZwDAxwfjcfRalsgVERFRU8aARI3Gow/74OlufjAYgH9+c4b3RyIiItEwIFGjsmBkJ/i72SE5pxgr9vLSfyIiEgcDEjUq9koZ3nmy/FTbxiPXEZN4W+SKiIioKWJAokanT1sPjOnaHAYDMG/bWV7VRkREDxwDEjVKb47oiGb2ClxJK8AnB+PFLoeIiJoYBiRqlFztFZg/siMA4MNf4xCXXiByRURE1JQwIFGj9USwL/q394BGp8f8H8/DYOADbYmI6MFgQKJGSxAELBr1MBQyCQ7HZ2Efn9VGREQPCAMSNWr+bmpM79MSAPB/P/2J0jKdyBUREVFTwIBEjd6L/dvA01GJpOwirPv9utjlEBFRE8CARI2evVKGucM7AABW/3oV6XklIldERES2jgGJrMLokOYI9ndBoUaH5bzDNhERWRgDElkFiUTAgjuX/X8bcxPnk3NFroiIiGwZAxJZja4BrhgV4gsAeHfPJZGrISIiW8aARFbln0PaQy4V8NvVTByOyxS7HCIislEMSGRVApqpMbF7AADg3b2XefNIIiKyCAYksjqzBraFWiHFmRs52HshVexyiIjIBjEgkdXxcFTiuT6tAADL9l5GmU4vckVERGRrGJDIKk3v0xJu9gpcyyjEdzE3xS6HiIhsDAMSWSVHlRwzB7QBALwffZWPICEiIrNiQCKr9Ux4ALydVLiVW4KtJ26IXQ4REdkQBiSyWiq5FDMHtAYArNkfhxItjyIREZF5MCCRVXs6zB++ziqk5ZXyKBIREZkNAxJZNaVMihfvzEVae4BHkYiIyDwYkMjqPd3NH81d7JCWV4qvjyeJXQ4REdkABiSyegqZxHhF29oD8TyKRERE940BiWzC30L90NzFDhn5pdhyjEeRiIjo/jAgkU24+yjSJ4fieV8kIiK6LwxIZDPGhjaHt1P5FW28uzYREd0PBiSyGUqZFC/0K39G20cH4qHlM9qIiKiBGJDIpowPC4C7gwI3bxdjR2yK2OUQEZGVYkAim2KnkOLZ3uVHkdYciINObxC5IiIiskYMSGRz/v5IAJzt5LiWUYg951PFLoeIiKwQAxLZHEeVHBG9AgEAH/56FQYDjyIREVH9MCCRTZraMxD2CikupeYj+s90scshIiIrw4BENslFrcCkHoEAgA/3x/EoEhER1QsDEtms5/q0hEouwZkbOTh8LVvscoiIyIowIJHNcndQYnxYAADg00MJIldDRETWhAGJbNpzfVpCKhFw+Fo2bhSIXQ0REVkLBiSyaX6uajwR7AsA+CWFP+5ERGQa/otBNq/i8SNnsgQkZhWJXA0REVkDBiSyeR28ndCvnTsMEPD5H9fFLoeIiKwAAxI1CdN7BwIAtp1OQUZ+qbjFEBFRo8eARE1C90BXtHAwQFOmx4bDvKKNiIjqxoBETYIgCBjkqwcAfHkkEQWlZSJXREREjRkDEjUZnd0MaOWuRl5JGb4+liR2OURE1IgxIFGTIRGA5+7MRfri9wRoyvTiFkRERI2W6AFpzZo1CAwMhEqlQnh4OI4fP15r2wsXLmDs2LEIDAyEIAhYtWpVtTaHDh3CyJEj4evrC0EQ8MMPP1RrM3XqVAiCUOn16KOPmvFTUWP1RLAvPB2VSM0rwQ+xyWKXQ0REjZSoAWnr1q2IjIzEggULcOrUKQQHB2PYsGFIT6/56etFRUVo1aoVli5dCm9v7xrbFBYWIjg4GGvWrKlz348++ihu3bplfH399df3/Xmo8VPKJJjWuyUA4NND16DX8yG2RERUnagBaeXKlZg+fToiIiLQsWNHfPzxx1Cr1Vi3bl2N7cPCwrB8+XKMHz8eSqWyxjbDhw/H4sWL8eSTT9a5b6VSCW9vb+PL1dX1vj8PWYeJ4QFwVMoQl16AXy/VHMaJiKhpk4m1Y41Gg5iYGMybN8+4TCKRYPDgwThy5IjF93/gwAF4enrC1dUVAwcOxOLFi9GsWbNa25eWlqK09K/75+Tl5QEAtFottFqt2eqq6MucfVLlcbWTyzEuzA+f/34dn/8Wj35t3USuzjrxZ9UyOK7mxzG1DGsdV1PrFS0gZWZmQqfTwcvLq9JyLy8vXLp0yaL7fvTRRzFmzBi0bNkS8fHx+M9//oPhw4fjyJEjkEqlNW6zZMkSLFy4sNryffv2Qa1Wm73GqKgos/dJf42rXykggRRHE27j029/hp+9yIVZMf6sWgbH1fw4ppZhbeNaVGTaI6dEC0hiGj9+vPH7zp07IygoCK1bt8aBAwcwaNCgGreZN28eIiMjje/z8vLg7++PoUOHwsnJyWy1abVaREVFYciQIZDL5Wbrt6mraVxPaM/ip3OpiJP44/nHOotcofXhz6plcFzNj2NqGdY6rhVngO5FtIDk7u4OqVSKtLS0SsvT0tJqnYBtKa1atYK7uzvi4uJqDUhKpbLGeU9yudwiPxiW6repu3tcp/dtjZ/OpWLXuVTMe6wjPJ1UIldnnfizahkcV/PjmFqGtY2rqbWKNklboVAgNDQU0dHRxmV6vR7R0dHo0aPHA63l5s2byMrKgo+PzwPdL4krxN8FoS1codUZ8OXRRLHLISKiRkTUq9giIyPx2WefYePGjfjzzz8xY8YMFBYWIiIiAgAwefLkSpO4NRoNYmNjERsbC41Gg+TkZMTGxiIuLs7YpqCgwNgGABISEhAbG4ukpCTj+n/96184evQorl+/jujoaIwaNQpt2rTBsGHDHtyHp0bh2TuX/H91NBElWp3I1RARUWMh6hykcePGISMjA/Pnz0dqaipCQkKwZ88e48TtpKQkSCR/ZbiUlBR06dLF+H7FihVYsWIF+vXrhwMHDgAATp48iQEDBhjbVMwbmjJlCjZs2ACpVIqzZ89i48aNyMnJga+vL4YOHYpFixbVeusAsl1DO3rBz9UON28XY9upZEwMDxC7JCIiagREn6Q9a9YszJo1q8Z1FaGnQmBgIAyGum/s179//zrb2NnZYe/evfWuk2yTTCrB1J6BWPzTn1j3RwLGh/lDIhHELouIiEQm+qNGiMQ2LswfDnduHHnwaobY5RARUSPAgERNnqNKjnFh/gCAdb8niFwNERE1BgxIRACm9gyERAB+u5qJy6n5YpdDREQiY0AiAuDvpsbQjuX339p05Lq4xRARkegYkIjumNyzBQBg++lk5JVY17OFiIjIvBiQiO7o0aoZ2no6oEijw/cxN8Uuh4iIRMSARHSHIAiY3KP8KNKXRxKh19d9SwkiIrJdDEhEd3myqx8clDJcyyzEH/GZYpdDREQiYUAiuouDUoa/hfoBADYd4fPZiIiaKgYkoir+/kj5abboP9Nw83aRyNUQEZEYGJCIqmjj6YDebdyhNwCbjyWJXQ4REYmAAYmoBpPuTNb+3/EklGh1IldDREQPGgMSUQ0GdfBEcxc73C7S4qezt8Quh4iIHjAGJKIayKQSTAwPAMA7axMRNUUMSES1GB/mD4VUgjM3cxF7I0fscoiI6AFiQCKqRTMHJR4P9gHAo0hERE0NAxJRHSbdueT/p7O3kFvE57MRETUVDEhEdQjxd0EHb0eUlumx/TSfz0ZE1FQwIBHVQRAE42Ttr4/fgMHA57MRETUFDEhE9zAqpDlUcgkup+XjVFKO2OUQEdEDwIBEdA/OdnKMDPIFAGzhnbWJiJoEBiQiE0y4c5pt19kUTtYmImoCGJCITNDlrsnaP8Qmi10OERFZGAMSkQkEQcCE7hWTtZM4WZuIyMYxIBGZaHSX5lDKJLiUysnaRES2jgGJyETOdnI8fmey9tfHOVmbiMiWMSAR1cPEuydrF3OyNhGRrWJAIqqHrgEuaO/liBKtHj+c5mRtIiJbxYBEVA/lk7X9AQBbT9wQuRoiIrIUBiSiehrdpTkUUgku3srD+eRcscshIiILYEAiqicXtQJDOnkBAL6L4QNsiYhsEQMSUQM83a38NNv208ko0epEroaIiMyNAYmoAXq3cYePswq5xVr88mea2OUQEZGZ3VdAKi0tNVcdRFZFKhEwtqsfAODbkzzNRkRka+oVkHbv3o0pU6agVatWkMvlUKvVcHJyQr9+/fB///d/SElJsVSdRI3O30LLA9KhqxlIySkWuRoiIjInkwLS9u3b0a5dO0ybNg0ymQz//ve/sW3bNuzduxeff/45+vXrh19++QWtWrXCP/7xD2RkZFi6biLRBbrbI7ylGwwGYNspHkUiIrIlMlMaLVu2DO+99x6GDx8OiaR6pnr66acBAMnJyfjwww/x1VdfYc6cOeatlKgRerqbP44lZOPbmJuYOaANBEEQuyQiIjIDkwLSkSNHTOqsefPmWLp06X0VRGRNhnf2xoIdF5CYVYTjCdkIb9VM7JKIiMgMeBUb0X1QK2R4PMgHAPANJ2sTEdkMk44gAcDbb79tUrv58+c3uBgia/RUN3/878QN/HzuFhaO6gQHpcl/rYiIqJEy+Tf5W2+9BV9fX3h6esJgMNTYRhAEBiRqcroGuKC1hz3iMwqx60wKxncPELskIiK6TyYHpOHDh+PXX39Ft27dMG3aNDz++OM1TtgmamoEQcBT3fyxdPclfH/qJgMSEZENMDnh/PTTT4iPj0d4eDj+9a9/oXnz5vj3v/+Ny5cvW7I+IqswOqQ5BAE4cf02bmQXiV0OERHdp3odAvL19cW8efNw+fJlbN26Fenp6QgLC0OvXr1QXMwb5VHT5e2sQu827gDKn89GRETWrcHnyMLCwjBgwAA89NBDOH36NLRarTnrIrI6T3ZpDqD8ppG1zdMjIiLrUO+AdOTIEUyfPh3e3t748MMPMWXKFKSkpMDJyckS9RFZjWGdvGEnl+J6VhFO38gRuxwiIroPJgekZcuWoWPHjhg1ahQcHBzw22+/4cSJE3jxxRfh4uJiwRKJrIO9UoZHH/YGAGw/xdNsRETWzOSr2ObOnYuAgAA8/fTTEAQBGzZsqLHdypUrzVUbkdUZ07U5tp9Oxs6zKXjz8Y5QyHilJxGRNTI5IPXt2xeCIODChQu1tuFzqKip69naHV5OSqTllWL/5XQM6+QtdklERNQAJgekAwcOWLAMItsglQgYFdIcnx66hu2nkhmQiIisFI//E5nZmK7lV7P9eikdOUUakashIqKGMCkgLV26FEVFpt387tixY/jpp5/uqygia9bB2wkP+ThBo9Nj19lbYpdDREQNYFJAunjxIlq0aIEXX3wRu3fvRkZGhnFdWVkZzp49i7Vr16Jnz54YN24cHB0dLVYwkTUYc+eeSLxpJBGRdTIpIG3atAm//PILtFotJk6cCG9vbygUCjg6OkKpVKJLly5Yt24dJk+ejEuXLqFv376WrpuoURsV4guJAMQk3kZiVqHY5RARUT2ZPEk7ODgYn332GT755BOcPXsWiYmJKC4uhru7O0JCQuDu7m7JOomsiqeTCr3beuDQlQxsO5WMOUPaiV0SERHVg8kBqYJEIkFISAhCQkIsUA6R7RjTpTkOXcnAD7HJeGVwW94Gg4jIivAqNiILGdrJC2qFFIlZRTiVdFvscoiIqB4YkIgsRK3469Ej3/PRI0REVoUBiciCxnb1AwD8dPYWSst0IldDRESmYkAisqBHWjWDp6MSucVaHLqSKXY5RERkonoHpGnTpiE/P7/a8sLCQkybNq3eBaxZswaBgYFQqVQIDw/H8ePHa2174cIFjB07FoGBgRAEAatWrarW5tChQxg5ciR8fX0hCAJ++OGHam0MBgPmz58PHx8f2NnZYfDgwbh69Wq9aye6F6lEwMhgXwDAjjMpIldDRESmqndA2rhxI4qLi6stLy4uxqZNm+rV19atWxEZGYkFCxbg1KlTCA4OxrBhw5Cenl5j+6KiIrRq1QpLly6Ft3fNz7gqLCxEcHAw1qxZU+t+ly1bhg8++AAff/wxjh07Bnt7ewwbNgwlJSX1qp/IFKNCygNS1MVUFJaWiVwNERGZwuSAlJeXh9zcXBgMBuTn5yMvL8/4un37Nn7++Wd4enrWa+crV67E9OnTERERgY4dO+Ljjz+GWq3GunXramwfFhaG5cuXY/z48VAqlTW2GT58OBYvXownn3yyxvUGgwGrVq3CG2+8gVGjRiEoKAibNm1CSkpKjUebiO5X5+bOCGymRolWj6iLaWKXQ0REJjA5ILm4uMDNzQ2CIKBdu3ZwdXU1vtzd3TFt2jTMnDnT5B1rNBrExMRg8ODBfxUjkWDw4ME4cuRI/T5FPSQkJCA1NbXSfp2dnREeHm7R/VLTJQgCnggpf/TIj7G8mo2IyBqYfKPI/fv3w2AwYODAgfj+++/h5uZmXKdQKNCiRQv4+vqavOPMzEzodDp4eXlVWu7l5YVLly6Z3E99paamGvdTdb8V62pSWlqK0tJS4/u8vDwAgFarhVarNVt9FX2Zs08Sf1wf6+SJD6Kv4rermUjLKYSbvUKUOsxJ7DG1VRxX8+OYWoa1jqup9ZockPr16weg/AiMv78/JJKmdQHckiVLsHDhwmrL9+3bB7Vabfb9RUVFmb1PEndc/eyluFkIrNgajd7eBtHqMDf+rFoGx9X8OKaWYW3jWlRUZFK7ej9qpEWLFsjJycHx48eRnp4OvV5faf3kyZNN6sfd3R1SqRRpaZXnZKSlpdU6AdscKvpOS0uDj49Ppf3W9fiUefPmITIy0vg+Ly8P/v7+GDp0KJycnMxWn1arRVRUFIYMGQK5XG62fpu6xjCuKU7X8e7eK0jQN8M7j3UXpQZzagxjaos4rubHMbUMax3XijNA91LvgLRz504888wzKCgogJOTU6XnSwmCYHJAUigUCA0NRXR0NEaPHg0A0Ov1iI6OxqxZs+pblslatmwJb29vREdHGwNRXl4ejh07hhkzZtS6nVKprHFiuFwut8gPhqX6berEHNfRXf2wbN8VnEzMQXphGZq72IlSh7nxZ9UyOK7mxzG1DGsbV1Nrrfd5sn/+85+YNm0aCgoKkJOTg9u3bxtf2dnZ9eorMjISn332GTZu3Ig///wTM2bMQGFhISIiIgCUH42aN2+esb1Go0FsbCxiY2Oh0WiQnJyM2NhYxMXFGdsUFBQY2wDlpwRjY2ORlJQEoDzEvfLKK1i8eDF27NiBc+fOYfLkyfD19TUGNSJL8HG2Q/fA8rl7u3hPJCKiRq3eR5CSk5Px0ksvmWXezbhx45CRkYH58+cjNTUVISEh2LNnj3ECdVJSUqW5TikpKejSpYvx/YoVK7BixQr069cPBw4cAACcPHkSAwYMMLapOC02ZcoUbNiwAQDw2muvobCwEM8//zxycnLQu3dv7NmzByqV6r4/E1FdRoU0x7GEbPwYm4IX+rUWuxwiIqpFvQPSsGHDcPLkSbRq1cosBcyaNavWU2oVoadCYGAgDIa6J7f279//nm0EQcDbb7+Nt99+u161Et2v4Q97Y/6P53HxVh6upuWjrZej2CUREVENTApIO3bsMH4/YsQI/Otf/8LFixfRuXPnaufynnjiCfNWSGRDXO0V6NfOA9GX0rHjTAr+ObS92CUREVENTApINc3NqenoiyAI0On4xHKiujwR4msMSJFD2lW60IGIiBoHkyZp6/V6k14MR0T3NqSjF+zkUiRmFeHMzVyxyyEioho0rbs9EjUCaoUMQzqWX4jAR48QETVO9Z6k/cEHH9S4XBAEqFQqtGnTBn379oVUKr3v4ohs1agQX+w4k4JdZ2/hjREdIZXwNBsRUWNS74D03nvvISMjA0VFRXB1dQUA3L59G2q1Gg4ODkhPT0erVq2wf/9++Pv7m71gIlvQp60HXNRyZOSX4kh8Fnq3dRe7JCIiuku9T7G98847CAsLw9WrV5GVlYWsrCxcuXIF4eHheP/995GUlARvb2/MmTPHEvUS2QSFTILhD5c/9mbXWd40koiosal3QHrjjTfw3nvvoXXrv25y16ZNG6xYsQLz5s2Dn58fli1bhj/++MOshRLZmpFBvgCAPRdSodXp79GaiIgepHoHpFu3bqGsrKza8rKyMqSmpgIAfH19kZ+ff//VEdmw8FbN4O6gRE6RFr/HZYpdDhER3aXeAWnAgAF44YUXcPr0aeOy06dPY8aMGRg4cCAA4Ny5c2jZsqX5qiSyQVKJgBGdy0+z7eSz2YiIGpV6B6QvvvgCbm5uCA0NNT7hvlu3bnBzc8MXX3wBAHBwcMB///tfsxdLZGseDy4/zRZ1IQ0lWt5HjIiosaj3VWze3t6IiorCpUuXcOXKFQBA+/bt0b79X49MuPthsURUu9AAV/g4q3ArtwQHr2RgWCdvsUsiIiI0ICBV6NChAzp06GDOWoiaHIlEwIjOPvj89wTsOnuLAYmIqJEwKSBFRkZi0aJFsLe3R2RkZJ1tV65caZbCiJqKkcG++Pz3BPxyMQ1FmjKoFQ3+fwsREZmJSb+JT58+Da1Wa/y+NnzoJlH9Bfk5I8BNjaTsIvx6KR2P37n8n4iIxGNSQNq/f3+N3xPR/RMEASOCfPDRgXjsPJPCgERE1Ag0+GG1cXFx2Lt3L4qLiwEABoPBbEURNTUVN43cfzkD+SVakashIqJ6B6SsrCwMGjQI7dq1w2OPPYZbt24BAJ599ln885//NHuBRE3BQz6OaOVhD02ZHr/8mSZ2OURETV69A9KcOXMgl8uRlJQEtVptXD5u3Djs2bPHrMURNRWCIBiPIu08c0vkaoiIqN4Bad++fXj33Xfh5+dXaXnbtm2RmJhotsKImpqRwT4AgN+uZiCnSCNyNURETVu9A1JhYWGlI0cVsrOzoVQqzVIUUVPUxtMRHbwdodUZsPdCqtjlEBE1afUOSH369MGmTZuM7wVBgF6vx7Jly3gHbaL7NPLOo0d2neVpNiIiMdX7jnTLli3DoEGDcPLkSWg0Grz22mu4cOECsrOz8ccff1iiRqIm4/EgHyzfexl/xGUis6AU7g48KktEJIZ6H0F6+OGHceXKFfTu3RujRo1CYWEhxowZg9OnT6N169aWqJGoyWjRzB5Bfs7QG4Dd53majYhILA16poGzszNef/11c9dCRCi/J9LZm7nYeSYFkx5pIXY5RERNkskB6ezZsya1CwoKanAxRASMCPLB//38J05cz0ZaXgm8nFRil0RE1OSYHJBCQkIgCILxjtkVz127+w7agiBAp9OZuUSipsXXxQ7dWrjiZOJt/HT2Fqb1bil2SURETY7JASkhIcH4vcFgwMMPP4yff/4ZLVrwFACRuT0e5IOTibex82wKAxIRkQhMDkhVg5AgCPDz82NAIrKAx4J88PauizidlIMb2UXwd6t+7zEiIrKcBj+slogsx9NRhfCWzQAAP53jPZGIiB40BiSiRurxO48e2XU2ReRKiIianvsKSBUTtYnI/IY/7AOpRMD55DxcyygQuxwioibF5DlIXbp0qRSIiouLMXLkSCgUikrtTp06Zb7qiJowN3sFerdxx8ErGfjp7C3MHtRW7JKIiJoMkwPS6NGjK70fNWqUuWshoipGBvvi4JUM7DiTglkD2/CoLRHRA2JyQFqwYIEl6yCiGgzt5AXFNgmuphfgclo+Ong7iV0SEVGTwEnaRI2Yk0qO/u09AAA7z3CyNhHRg8KARNTIPRHiCwDYeeZWpTvXExGR5TAgETVyAzt4Qq2QIim7CGdu5opdDhFRk8CARNTIqRUyDH7ICwBPsxERPSgMSERWYGRw+Wm2XWdToNfzNBsRkaWZfBXb3aKjoxEdHY309HTo9fpK69atW2eWwojoL33bucNJJUNaXilOXM9GeKtmYpdERGTT6n0EaeHChRg6dCiio6ORmZmJ27dvV3oRkfkpZVI8+rA3AGAHT7MREVlcvY8gffzxx9iwYQMmTZpkiXqIqBYjg33xzcmb2H0+FW890QlyKc+QExFZSr1/w2o0GvTs2dMStRBRHXq0aoZm9gpkF2pwOD5L7HKIiGxavQPSc889hy1btliiFiKqg0wqwWOdfQDwajYiIkur9ym2kpISfPrpp/jll18QFBQEuVxeaf3KlSvNVhwRVfZEiC++PJqIvedTsXj0w1DJpWKXRERkk+odkM6ePYuQkBAAwPnz5yut44M0iSwrNMAVPs4q3MotwcErGRjWyVvskoiIbFK9A9L+/fstUQcRmUAiEfB4kA8++y0BO8+kMCAREVkIL4MhsjIVN42M/jMdRZoykashIrJNJh1BGjNmDDZs2AAnJyeMGTOmzrbbtm0zS2FEVLPOzZ0R2EyN61lFiLqYhlEhzcUuiYjI5ph0BMnZ2dk4v8jZ2bnOFxFZliAIxqNIO8/cErkaIiLbZNIRpPXr19f4PRGJY2SwLz78NQ4Hr6Qjt0gLZ7X83hsREZHJOAeJyAq183JEey9HaHUG7L2YKnY5REQ2p0EPq/3uu+/wzTffICkpCRqNptK6U6dOmaUwIqrbEyG+WL73MnaeScHT3fzFLoeIyKbU+wjSBx98gIiICHh5eeH06dPo3r07mjVrhmvXrmH48OGWqJGIavB4UPldtf+Iy0RmQanI1RAR2ZZ6B6S1a9fi008/xYcffgiFQoHXXnsNUVFReOmll5Cbm2uJGomoBi2a2SPYzxl6A7D7HCdrExGZU70DUlJSkvFhtXZ2dsjPzwcATJo0CV9//bV5qyOiOvFqNiIiy6h3QPL29kZ2djYAICAgAEePHgUAJCQkwGAwmLc6IqrTiCAfCAJw/Ho2UnKKxS6HiMhm1DsgDRw4EDt27AAAREREYM6cORgyZAjGjRuHJ5980uwFElHtfJztEBboBgDYeSZF5GqIiGxHva9i+/TTT6HX6wEAM2fORLNmzXD48GE88cQTeOGFF8xeIBHV7ckuzXE8IRvbTyfjhX6txS6HiMgm1OsIUllZGRYvXozU1L/uuzJ+/Hh88MEHmD17NhQKhdkLJKK6PfawDxRSCS6l5uPPW3lil0NEZBPqFZBkMhmWLVuGsjLzPiBzzZo1CAwMhEqlQnh4OI4fP15r2wsXLmDs2LEIDAyEIAhYtWpVg/rs378/BEGo9PrHP/5hzo9F9EA4q+UY9JAnAGD76WSRqyEisg31noM0aNAgHDx40GwFbN26FZGRkViwYAFOnTqF4OBgDBs2DOnp6TW2LyoqQqtWrbB06VJ4e3vfV5/Tp0/HrVu3jK9ly5aZ7XMRPUiju5Q/sPbH2GTo9LxYgojoftV7DtLw4cMxd+5cnDt3DqGhobC3t6+0/oknnqhXfytXrsT06dMREREBAPj444/x008/Yd26dZg7d2619mFhYQgLCwOAGtfXp0+1Wl1ryCKyJgPae8JFLUdaXimOxGehd1t3sUsiIrJq9Q5IL774IoDyEFKVIAjQ6XQm96XRaBATE4N58+YZl0kkEgwePBhHjhypb2n17nPz5s346quv4O3tjZEjR+LNN9+EWq1u0H6JxKSQSTCisw82H0vC9tPJDEhERPep3gGp4go2c8jMzIROp4OXl1el5V5eXrh06ZJF+5w4cSJatGgBX19fnD17Fv/+979x+fJlbNu2rcZ+S0tLUVr61+Mc8vLKJ8NqtVpotdoG1VqTir7M2Sc1jXF9Isgbm48lYc/5W1gwoj3sFFKL7q8pjKkYOK7mxzG1DGsdV1PrbdDDam3B888/b/y+c+fO8PHxwaBBgxAfH4/WratfKr1kyRIsXLiw2vJ9+/ZZ5KhTVFSU2fsk2x5XgwFoppQiq1SHFf/bh1D3BzMXyZbHVEwcV/PjmFqGtY1rUVGRSe1MDkjFxcWIjo7G448/DgCYN29epSMqUqkUixYtgkqlMrlId3d3SKVSpKWlVVqelpbW4LlBDe0zPDwcABAXF1djQJo3bx4iIyON7/Py8uDv74+hQ4fCycmpQbXWRKvVIioqCkOGDIFcLjdbv01dUxnXOFUcVh+4hkR44c3Hulp0X01lTB80jqv5cUwtw1rHteIM0L2YHJA2btyIn376yRiQVq9ejU6dOsHOzg4AcOnSJfj6+mLOnDkmF6lQKBAaGoro6GiMHj0aQPkpvOjoaMyaNcvkfszRZ2xsLADAx8enxvVKpRJKpbLacrlcbpEfDEv129TZ+riO7RaA1Qeu4ff4LOSU6OHhWP1n1txsfUzFwnE1P46pZVjbuJpaq8mX+W/evLnSaSkA2LJlC/bv34/9+/dj+fLl+Oabb+pXJYDIyEh89tln2LhxI/7880/MmDEDhYWFxivQJk+eXGnCtUajQWxsLGJjY6HRaJCcnIzY2FjExcWZ3Gd8fDwWLVqEmJgYXL9+HTt27MDkyZPRt29fBAUF1fszEDUWLd3tEeLvAp3egF1n+egRIqKGMvkIUlxcHDp37mx8r1KpIJH8la+6d++OmTNn1ruAcePGISMjA/Pnz0dqaipCQkKwZ88e4yTrpKSkSvtJSUlBly5djO9XrFiBFStWoF+/fjhw4IBJfSoUCvzyyy9YtWoVCgsL4e/vj7Fjx+KNN96od/1Ejc2TXZoj9kYOtp9ORkSvlmKXQ0RklUwOSDk5OZXmHGVkZFRar9frK62vj1mzZtV6+qsi9FQIDAyEwXDvyad19env72/Wm10SNSaPB/lg0a6LOHszF3HpBWjj6SB2SUREVsfkU2x+fn44f/58revPnj0LPz8/sxRFRA3XzEGJfu08AAA/8NEjREQNYnJAeuyxxzB//nyUlJRUW1dcXIyFCxdixIgRZi2OiBrmya7ljx7ZduomHz1CRNQAJp9i+89//oNvvvkG7du3x6xZs9CuXTsAwOXLl7F69WqUlZXhP//5j8UKJSLTDX7IC852cqTkluCPuEz0vXNEiYiITGNyQPLy8sLhw4cxY8YMzJ071zgPSBAEDBkyBGvXrq1292oiEodKLsWTXZpjw+Hr2HryBgMSEVE91etO2i1btsSePXuQnZ1tvKy+TZs2cHNzs0hxRNRwT3Xzw4bD1xF1IQ23CzVwtVeIXRIRkdUweQ7S3dzc3NC9e3d0796d4Yiokerk64xOvk7Q6PT4IZaTtYmI6qNBAYmIrMO4MH8AwNYTN0y6PQYREZVjQCKyYaOCm0Mhk+BSaj7OJ5v2/CEiImJAIrJpzmo5Hu1U/pDmrSeTRK6GiMh6MCAR2binu5WfZvsxNgUlWp3I1RARWQcGJCIb17N1MzR3sUN+SRn2nE8VuxwiIqvAgERk4yQSAU91K38M0Dcnb4hcDRGRdWBAImoC/hbqB0EADsdnISmrSOxyiIgaPQYkoibAz1WN3m3cAQBbjnOyNhHRvTAgETURf3+kBYDy02ylZZysTURUFwYkoiZiUAdP+DirkF2owe5znKxNRFQXBiSiJkImlWB8WAAA4KujiSJXQ0TUuDEgETUh47v7QyoRcDLxNi6l8s7aRES1YUAiakK8nFQY1skLAI8iERHVhQGJqIn5e3j5ZO3tp5JRUFomcjVERI0TAxJRE9OjdTO08rBHoUaHbaduil0OEVGjxIBE1MQIgoApPQIBAOv/uA693iBuQUREjRADElET9LdQPzipZEjILMSvl9LFLoeIqNFhQCJqguyVMkwIL7/k//Pfr4lcDRFR48OARNRETekRCKlEwNFr2TifnCt2OUREjQoDElET5etihxGdfQAA635PELkaIqLGhQGJqAl7tndLAMDOsylIzysRuRoiosaDAYmoCQv2d0FYoCu0OgM2HeGNI4mIKjAgETVxFUeRvjqWiELeOJKICAADElGTN6SjNwKbqZFTpMXXx5PELoeIqFFgQCJq4qQSATP6twYAfHroGkq0OpErIiISHwMSEeHJLn7wdVYhPb8U38Xw8SNERAxIRASFTILn+7YCAHx8MB5anV7kioiIxMWAREQAgPHdA+DuoMDN28XYEZsidjlERKJiQCIiAIBKLsWzvcuPIq09EAcdH2JLRE0YAxIRGf39kQA4qWSIzyjEnvOpYpdDRCQaBiQiMnJUyTG1V/l9kdbsj4PBwKNIRNQ0MSARUSURPQNhr5Di4q087L2QJnY5RESiYEAiokpc7RWIuHMU6b/7LnMuEhE1SQxIRFTN9L6t4KSS4Wp6AXacSRa7HCKiB44BiYiqcbaT44V+5XfXfi/qKu+LRERNDgMSEdUoolcg3B0USMouwrcneXdtImpaGJCIqEZqhQwv9m8DAPjw16t8RhsRNSkMSERUq4nhAfBxVuFWbgm+OpoodjlERA8MAxIR1Uoll+LlQW0BAKv3xyG3SCtyRUREDwYDEhHV6W+hfmjn5YCcIi0++PWq2OUQET0QDEhEVCeZVII3RnQEAGw6ch0JmYUiV0REZHkMSER0T33beaB/ew9odQYs+flPscshIrI4BiQiMsnrjz0EqUTAvotpOBKfJXY5REQWxYBERCZp6+WIid0DAACLf7rIR5AQkU1jQCIik70yuC0clTJcSMnDtzF8BAkR2S4GJCIyWTMHJV4Z0g4AsCLqCvJ51T8R2SgGJCKqlyk9WqCjjxNyi8vwYyJ/hRCRbeJvNyKqF5lUgv978mEIAnAiQ4Kj17LFLomIyOwYkIio3roEuGJCmB8AYMHOP6Ep04tcERGReTEgEVGD/HNwWzjIDbiWWYjPfrsmdjlERGbFgEREDeJkJ8eTLcqPHH0QfRWJWbzDNhHZDgYkImqwUHcDerZ2Q2mZHv/67iz0vDcSEdkIBiQiajBBABaP6gh7hRTHE7Kx/vB1sUsiIjILBiQiui/+rmr8Z8RDAIBley4hPqNA5IqIiO4fAxIR3beJ3QPQp607Ssv0ePXbM3wMCRFZvUYRkNasWYPAwECoVCqEh4fj+PHjtba9cOECxo4di8DAQAiCgFWrVjWoz5KSEsycORPNmjWDg4MDxo4di7S0NHN+LKImQxAEvDs2CI5KGU4n5fCqNiKyeqIHpK1btyIyMhILFizAqVOnEBwcjGHDhiE9Pb3G9kVFRWjVqhWWLl0Kb2/vBvc5Z84c7Ny5E99++y0OHjyIlJQUjBkzxiKfkagp8HWxw5sjOwIA/rvvMs7dzBW5IiKihhM9IK1cuRLTp09HREQEOnbsiI8//hhqtRrr1q2rsX1YWBiWL1+O8ePHQ6lUNqjP3NxcfPHFF1i5ciUGDhyI0NBQrF+/HocPH8bRo0ct9lmJbN1ToX4Y2tELWp0Bs74+hfwSPqyNiKyTqAFJo9EgJiYGgwcPNi6TSCQYPHgwjhw5YrE+Y2JioNVqK7Xp0KEDAgICGrxfIio/1bbsb0Fo7mKHxKwivPHDeRgMnI9ERNZHJubOMzMzodPp4OXlVWm5l5cXLl26ZLE+U1NToVAo4OLiUq1Nampqjf2WlpaitLTU+D4vLw8AoNVqodWa73/JFX2Zs0/iuFpCbWNqLxew8qnOmPjFCfwYm4LwQFc8FdpcjBKtEn9WzY9jahnWOq6m1itqQLImS5YswcKFC6st37dvH9Rqtdn3FxUVZfY+ieNqCbWN6XA/AbuSpFiw4zzyE87A2/x/TWwaf1bNj2NqGdY2rkVFRSa1EzUgubu7QyqVVrt6LC0trdYJ2Obo09vbGxqNBjk5OZWOItW133nz5iEyMtL4Pi8vD/7+/hg6dCicnJwaVGtNtFotoqKiMGTIEMjlcrP129RxXM3vXmP6qN6AnC9P4fe4LPzvphO+fSEcznYc+3vhz6r5cUwtw1rHteIM0L2IGpAUCgVCQ0MRHR2N0aNHAwD0ej2io6Mxa9Ysi/UZGhoKuVyO6OhojB07FgBw+fJlJCUloUePHjX2q1Qqa5wULpfLLfKDYal+mzqOq/nVNaarxnfBqNV/ICGrCJHfncf6qWGQSoQHXKF14s+q+XFMLcPaxtXUWkW/ii0yMhKfffYZNm7ciD///BMzZsxAYWEhIiIiAACTJ0/GvHnzjO01Gg1iY2MRGxsLjUaD5ORkxMbGIi4uzuQ+nZ2d8eyzzyIyMhL79+9HTEwMIiIi0KNHDzzyyCMPdgCIbJi7gxKfTg6FnVyKQ1cysHT3n2KXRERkEtHnII0bNw4ZGRmYP38+UlNTERISgj179hgnWSclJUEi+SvHpaSkoEuXLsb3K1aswIoVK9CvXz8cOHDApD4B4L333oNEIsHYsWNRWlqKYcOGYe3atQ/mQxM1IZ18nbHiqWDM3HIKn/2WgA7eThgb6id2WUREdRI9IAHArFmzaj2lVhF6KgQGBpp02XBdfQKASqXCmjVrsGbNmnrVSkT1NyLIB5dS2+DDX+Mwb9s5tPSwR9cAV7HLIiKqlein2IioaZgzuB2GdPSCRqfHcxtP4hofaktEjRgDEhE9EBKJgPfGhaBzc2dkF2ow6YvjSMsrEbssIqIaMSAR0QPjoJRhfUQYApupkZxTjCnrjiO32LpuMkdETQMDEhE9UO4OSmyaFg53ByUupeZj+qaTKNHqxC6LiKgSBiQieuACmqmxcVoYHJQyHE/IxrMbT6BYw5BERI0HAxIRiaKTrzPWR4TBXiHFH3FZmLbhBIo0ZWKXRUQEgAGJiEQUFuiGjdO6w0Epw5FrDElE1HgwIBGRqLrdFZKOXsvG1PUnkF/CidtEJC4GJCISXWgLV2x6tjsc78xJGvfJUd4CgIhExYBERI1C1wBXbJn+CNwdFLh4Kw9j1h7G1bR8scsioiaKAYmIGo3Ofs7YNqMXWrrbIzmnGGM/Ooxj17LELouImiAGJCJqVAKaqfH9jJ7oGuCCvJIyPPP5MWw8fN2kZzASEZkLAxIRNTpu9gpsmf4IRgT5oExvwIIdFxD5zRneK4mIHhgGJCJqlFRyKVZP6II3RjwEqUTA9tPJeHLtH0jMKhS7NCJqAhiQiKjREgQBz/Vphc3PhcPdQYFLqfl4/IPf8V3MTZ5yIyKLYkAiokbvkVbNsGt2H3Rr4Yr80jK8+u0Z/OOrGGQVlIpdGhHZKAYkIrIK3s4qbH2hB/41rD1kEgF7L6Rh2Krf8PO5WzyaRERmx4BERFZDKhEwc0Ab/DCzF9p6OiCzoBQvbj6FKetPICGTc5OIyHwYkIjI6jzc3Bk7Z/fGSwPbQCGV4NCVDAx77xBW7ruMEi2vdCOi+8eARERWSSWXInJoe+yd0xd923lAo9Pjg1/j0H/5AWw5lgStTi92iURkxRiQiMiqtXS3x8aIMKx9piuau9ghNa8E/9l+DkNWHsSPscnQ6Tk/iYjqjwGJiKyeIAh4rLMPfn21HxaM7Ihm9gpczyrCy/+LxYAVB7DpyHXeZJKI6oUBiYhshlImRUSvljj42gBEDmkHF7UcSdlFmP/jBfRcGo2VUVdwK7dY7DKJyAowIBGRzXFQyvDSoLY4PHcgFj7RCf5udrhdpMUH0VfRa+mviFh/HHvOp3KeEhHVSiZ2AURElqJWyDClZyCeCQ/Angup+PJIIo4lZGP/5Qzsv5wBdwcFHuvsg8c6+yAs0A1SiSB2yUTUSDAgEZHNk0kleDzIF48H+eJaRgG+OXkT38XcRGZBKTYdScSmI4nwcFRiSEcv9G/ngZ5t3OGg5K9HoqaMvwGIqElp5eGAucM74J9D2+H3uEz8fPYW9l1MQ0Z+KbYcS8KWY0mQSwV0a+GGvu08EN7KDQ/7OkMh44wEoqaEAYmImiS5VIIB7T0xoL0n/q9Mjz/iM3HgUjoOXsnA9awiHLmWhSPXsgAASpkEwf4uCAt0RRd/V3Rq7gRvJxUEgafkiGwVAxIRNXkK2V9hCQCuZxbi0NUM/HY1EyevZ+N2kRbHE7JxPCHbuI2rWo6Ovk7o5OuMjj5OaO/tiJbu9lDJpWJ9DCIyIwYkIqIqAt3tEehuj8k9AmEwGBCfUYiYxGycuH4b527mIi6jALeLtPgjLgt/xGUZtxMEoLmLHVp5OKC1h73xa2sPB3g6KnnEiciKMCAREdVBEAS08XRAG08HjAsLAACUaHW4mlaACym5uHgrDxdS8hCXXoDcYi1u3i7GzdvFOHQlo1I/DkoZAtzUCHRXI8DNHi2aqe+87OHjpIKEV9ARNSoMSERE9aSSS9HZzxmd/ZyNywwGA7IKNbiWUYj4jAJcyyhAfEYhrmUUICm7CAWlZbh4Kw8Xb+VV608hlcDfzQ4tmtnDz0WFwlQB6isZCHR3RHNXO6gV/FVN9KDxbx0RkRkIggB3ByXcHZTo3tKt0rrSMh2SsoqQmFWExOwiJGUV4npWEZKyi3DzdhE0Oj3iMwoRn1F4Zwspvr9+2ri9q1qO5q52aO5iB1+X8q9+rnZo7qJGc1c7uKrlPH1HZGYMSEREFqaUSdHWyxFtvRyrrSvT6XErt+ROeCpEQkYBjl+8Bo3cCcm5JcgvKcPtIi1uF2lxPrn60ScAsJNLKwUobycVvJyU8HJW3flexRBFVE8MSEREIpJJJfB3U8PfTY3ecIdWq8XPujg89lhPyOVy5JVokXy7uPyVc+d11/cZ+aUo1uoQl16AuPSCWvejkEnKQ5OjyhicvJ1U8HRSwttJBQ9HJZo5KOGkkjFIEYEBiYioUXNSyeHkI8dDPk41ri/R6nArt+ROaCpCSk4J0vNLkJpbgtS8UqTnlSCrUANNmR43sotxI7vuh/UqZBK42yvQzEEJdwcF3B2Ulb53d1DC3VGBZvZKuNkr+HgWslkMSEREVkwll6Kluz1autvX2qa0TIf0vNI7wakUaXklSMsrQeqdr2l5pcjML0V+aRk0ZXqk5JYgJbfknvuWCICznRwuagVc1HK43vnqYqeAq1oOF/s7X+3urL/z3k4u5VEqavQYkIiIbJxSJjWexqtLiVaHzIJSZBVokFlQeuelMX7NumvZ7SIN9AYY50fVh0IqgYtaDic7ORxVMjiq5HCq9FX21zrl3e3K2zgqZbwtAlkcAxIREQEoPxrl56qGn2vdQQoon1yeXahBTrEWtws1uF2kRU7Rna/FGuQUanG7SIOcojtfi8vXa3UGaHR6pOeXIj2/tEF1CgKglkuhVspgr5BCrZDBXln+VV3lvb1CCqVMwLU0Abqzt+Bkp4RaKYW9QgY7hRQqmRQquQRKmRRKuQRKmYRHtwgAAxIRETWATCqBp5MKnk4qk7cxGAwo1Ohwu7A8OOWXaJFXUob8Ei3yS8qQX1KGvBJtpfcV3+fdaasp08NgAAo1OhRqdMi4927vkOJ/187ds5UglD97T3knOKnkUihl5V9VxhBVfZ1SJoFcKoFCJoFcKkAuvfNeKoFcVuW99E4bWeX3irvfV/QjkfBomUgYkIiI6IEQBAEOShkclDL4u927fU1Ky3TILylDYWkZCkt1KNKUoVCjQ7Gm8vui0jtfNWXIL9bi+s0UOLq6o0irR1FpGYrurCst06NEq4PeUN6/wQCUaPUo0eqRW/d89gdGIgAyiQRSiWB8ye7+KhWM62V3tancrvJ6mVSARKh4L7mrnzvbCuXvpcJd/QkCJHf1YTDocTlVQM7xG1DIZX9td9f+/9rHX9tKqrSpvA3ubCOBRAK4qhWwV4oTVRiQiIjIaihlUigdpHB3UJq8jVarxc8/38Rjj3WDXC6vtt5gMECrM6CkTIdSbXlgKi3ToUSrr/a1RFv9fWlZ+fsynQFanR4anR6aMj20Oj20FcuqvtfdeV9W5b3OAF1FWrtDbwA0Oj2gu+/hswApvkv402K9Lx79MP7+SAuL9V8XBiQiImrSBEGAQlZ+igumnzG0GJ3ecCcslQcrnaE8NJXdCU9l+vKvFa8yvb7S8vKvepTpDNAb7lquq7K+Uh/Vt9XpDdAZDNDf+frXPgGdvry+5JQUeHh6wwDBuC/93fUZKtdaqY3BYKyxtvYKqUS0PwcGJCIiokak/FSTFCq5VOxS6vTXkbmQGo/MWTvxohkRERFRI8WARERERFQFAxIRERFRFQxIRERERFUwIBERERFVwYBEREREVAUDEhEREVEVDEhEREREVTAgEREREVXBgERERERUBQMSERERURUMSERERERVMCARERERVcGARERERFSFTOwCrJXBYAAA5OXlmbVfrVaLoqIi5OXlQS6Xm7Xvpozjan4cU8vguJofx9QyrHVcK/7drvh3vDYMSA2Un58PAPD39xe5EiIiIqqv/Px8ODs717peMNwrQlGN9Ho9UlJS4OjoCEEQzNZvXl4e/P39cePGDTg5OZmt36aO42p+HFPL4LiaH8fUMqx1XA0GA/Lz8+Hr6wuJpPaZRjyC1EASiQR+fn4W69/JycmqfuCsBcfV/DimlsFxNT+OqWVY47jWdeSoAidpExEREVXBgERERERUBQNSI6NUKrFgwQIolUqxS7EpHFfz45haBsfV/DimlmHr48pJ2kRERERV8AgSERERURUMSERERERVMCARERERVcGARERERFQFA1Ijs2bNGgQGBkKlUiE8PBzHjx8XuySrdujQIYwcORK+vr4QBAE//PCD2CVZvSVLliAsLAyOjo7w9PTE6NGjcfnyZbHLsnofffQRgoKCjDfd69GjB3bv3i12WTZl6dKlEAQBr7zyitilWLW33noLgiBUenXo0EHsssyOAakR2bp1KyIjI7FgwQKcOnUKwcHBGDZsGNLT08UuzWoVFhYiODgYa9asEbsUm3Hw4EHMnDkTR48eRVRUFLRaLYYOHYrCwkKxS7Nqfn5+WLp0KWJiYnDy5EkMHDgQo0aNwoULF8QuzSacOHECn3zyCYKCgsQuxSZ06tQJt27dMr5+//13sUsyO17m34iEh4cjLCwMq1evBlD+vDd/f3/Mnj0bc+fOFbk66ycIArZv347Ro0eLXYpNycjIgKenJw4ePIi+ffuKXY5NcXNzw/Lly/Hss8+KXYpVKygoQNeuXbF27VosXrwYISEhWLVqldhlWa233noLP/zwA2JjY8UuxaJ4BKmR0Gg0iImJweDBg43LJBIJBg8ejCNHjohYGVHdcnNzAZT/Y07modPp8L///Q+FhYXo0aOH2OVYvZkzZ2LEiBGVfr/S/bl69Sp8fX3RqlUrPPPMM0hKShK7JLPjw2obiczMTOh0Onh5eVVa7uXlhUuXLolUFVHd9Ho9XnnlFfTq1QsPP/yw2OVYvXPnzqFHjx4oKSmBg4MDtm/fjo4dO4pdllX73//+h1OnTuHEiRNil2IzwsPDsWHDBrRv3x63bt3CwoUL0adPH5w/fx6Ojo5il2c2DEhE1GAzZ87E+fPnbXL+gRjat2+P2NhY5Obm4rvvvsOUKVNw8OBBhqQGunHjBl5++WVERUVBpVKJXY7NGD58uPH7oKAghIeHo0WLFvjmm29s6nQwA1Ij4e7uDqlUirS0tErL09LS4O3tLVJVRLWbNWsWdu3ahUOHDsHPz0/scmyCQqFAmzZtAAChoaE4ceIE3n//fXzyySciV2adYmJikJ6ejq5duxqX6XQ6HDp0CKtXr0ZpaSmkUqmIFdoGFxcXtGvXDnFxcWKXYlacg9RIKBQKhIaGIjo62rhMr9cjOjqacxCoUTEYDJg1axa2b9+OX3/9FS1bthS7JJul1+tRWloqdhlWa9CgQTh37hxiY2ONr27duuGZZ55BbGwsw5GZFBQUID4+Hj4+PmKXYlY8gtSIREZGYsqUKejWrRu6d++OVatWobCwEBEREWKXZrUKCgoq/a8mISEBsbGxcHNzQ0BAgIiVWa+ZM2diy5Yt+PHHH+Ho6IjU1FQAgLOzM+zs7ESuznrNmzcPw4cPR0BAAPLz87FlyxYcOHAAe/fuFbs0q+Xo6Fhtbpy9vT2aNWvGOXP34dVXX8XIkSPRokULpKSkYMGCBZBKpZgwYYLYpZkVA1IjMm7cOGRkZGD+/PlITU1FSEgI9uzZU23iNpnu5MmTGDBggPF9ZGQkAGDKlCnYsGGDSFVZt48++ggA0L9//0rL169fj6lTpz74gmxEeno6Jk+ejFu3bsHZ2RlBQUHYu3cvhgwZInZpRJXcvHkTEyZMQFZWFjw8PNC7d28cPXoUHh4eYpdmVrwPEhEREVEVnINEREREVAUDEhEREVEVDEhEREREVTAgEREREVXBgERERERUBQMSERERURUMSERERERVMCARERERVcGAREQ2YerUqRg9erRo+580aRLeeecdk9tnZmbC09MTN2/etGBVRNRQvJM2ETV6giDUuX7BggWYM2cODAYDXFxcHkxRdzlz5gwGDhyIxMREODg4ACh/7t/rr7+OAwcOIDs7G+7u7ggNDcW7776LDh06ACh/ptXt27fxxRdfPPCaiahuDEhE1OhVPBAXALZu3Yr58+fj8uXLxmUODg7GYCKG5557DjKZDB9//DEAQKvV4qGHHkL79u3x5ptvwsfHBzdv3sTu3bvx+OOP45FHHgEAXLhwAaGhoUhJSYGbm5to9RNRdTzFRkSNnre3t/Hl7OwMQRAqLXNwcKh2iq1///6YPXs2XnnlFbi6usLLywufffYZCgsLERERAUdHR7Rp0wa7d++utK/z589j+PDhcHBwgJeXFyZNmoTMzMxaa9PpdPjuu+8wcuRI47ILFy4gPj4ea9euxSOPPIIWLVqgV69eWLx4sTEcAUCnTp3g6+uL7du3m2+wiMgsGJCIyGZt3LgR7u7uOH78OGbPno0ZM2bgqaeeQs+ePXHq1CkMHToUkyZNQlFREQAgJycHAwcORJcuXXDy5Ens2bMHaWlpePrpp2vdx9mzZ5Gbm4tu3boZl3l4eEAikeC7776DTqers8bu3bvjt99+M88HJiKzYUAiIpsVHByMN954A23btsW8efOgUqng7u6O6dOno23btpg/fz6ysrJw9uxZAMDq1avRpUsXvPPOO+jQoQO6dOmCdevWYf/+/bhy5UqN+0hMTIRUKoWnp6dxWfPmzfHBBx9g/vz5cHV1xcCBA7Fo0SJcu3at2va+vr5ITEy0zAAQUYMxIBGRzQoKCjJ+L5VK0axZM3Tu3Nm4zMvLCwCQnp4OoHyy9f79+41zmhwcHIwTquPj42vcR3FxMZRKZbWJ5DNnzkRqaio2b96MHj164Ntvv0WnTp0QFRVVqZ2dnZ3xCBYRNR4ysQsgIrIUuVxe6b0gCJWWVYQavV4PACgoKMDIkSPx7rvvVuvLx8enxn24u7ujqKgIGo0GCoWi0jpHR0eMHDkSI0eOxOLFizFs2DAsXrwYQ4YMMbbJzs6Gh4dHwz4gEVkMAxIR0R1du3bF999/j8DAQMhkpv16DAkJAQBcvHjR+H1NBEFAhw4dcPjw4UrLz58/j/79+zewYiKyFJ5iIyK6Y+bMmcjOzsaECRNw4sQJxMfHY+/evYiIiKh1srWHhwe6du2K33//3bgsNjYWo0aNwnfffYeLFy8iLi4OX3zxBdatW4dRo0YZ2xUVFSEmJgZDhw61+GcjovphQCIiusPX1xd//PEHdDodhg4dis6dO+OVV16Bi4sLJJLaf10+99xz2Lx5s/G9n58fAgMDsXDhQoSHh6Nr1654//33sXDhQrz++uvGdj/++CMCAgLQp08fi34uIqo/3iiSiOg+FRcXo3379ti6dSt69Ohh8naPPPIIXnrpJUycONGC1RFRQ/AIEhHRfbKzs8OmTZvqvKFkVZmZmRgzZgwmTJhgwcqIqKF4BImIiIioCh5BIiIiIqqCAYmIiIioCgYkIiIioioYkIiIiIiqYEAiIiIiqoIBiYiIiKgKBiQiIiKiKhiQiIiIiKpgQCIiIiKq4v8Bemyc2evx/zsAAAAASUVORK5CYII=", "text/plain": [ "
" ] @@ -154,7 +154,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -164,7 +164,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -174,7 +174,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -184,7 +184,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -194,7 +194,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAloAAAHHCAYAAABnS/bqAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy88F64QAAAACXBIWXMAAA9hAAAPYQGoP6dpAABypElEQVR4nO3deVxU5f4H8M8Mywz7IsIAomKSGyoKQZBpKopJtyivqdFPU9PySmlUll7FXIrrVmZZqN2s7nXL6lKZkoRLC4QIrigu5RYKiDgMizDDzPn9gYxNoM7ozByWz/v14kXznOc88+UbOl+f85znSARBEEBEREREZicVOwAiIiKi1oqFFhEREZGFsNAiIiIishAWWkREREQWwkKLiIiIyEJYaBERERFZCAstIiIiIgthoUVERERkISy0iIiIiCyEhRYRkYmeeeYZdO7cWewwiKgFYKFFRC3akSNH8Pe//x2dOnWCXC6Hv78/hg0bhvfee0/s0ERVU1ODrl27onv37lCr1Y2OP/zww3Bzc8PFixdFiI6o7WChRUQtVmZmJsLCwnDo0CFMmTIF77//Pp599llIpVK8++67YocnKrlcjg8//BAnTpxAcnKywbHNmzcjLS0Nb775Jvz8/ESKkKhtkPCh0kTUUsXGxiInJwcnT56Eu7u7wbGSkhJ4e3tb5H2feeYZ7NmzB2fPnr3rsXQ6HdRqNeRy+d0H1oT4+Hh8+eWXOHz4MO69914olUr06NEDAQEB+PXXXyGV8t/bRJbEP2FE1GL99ttv6NWrV6MiC0CTRdZ///tfhIeHw9HRER4eHhg4cCB27typP/71118jNjYWfn5+kMlkuOeee7Bo0SJotdrbxrJ8+XJERUWhXbt2cHBwQGhoKL744otG/SQSCRISErBhwwb06tULMpkMaWlpTY65a9cuSKVSJCUlGbRv3LgREokEH3744W3jeuedd+Do6Ijnn38eAPD666/j8uXLWLNmDYssIivgjBYRtVgxMTHIyspCZmYmgoODb9l3wYIFeOONNxAVFYXHH38c9vb2yM7ORkBAAP71r38BgL79vvvug7OzM3bt2oWtW7filVdewbJly/RjNTWjFRAQgEcffRQ9e/aEWq3G5s2bsW/fPmzbtg2xsbH6fhKJBD169EBpaSkSEhLg5eWFqKgohISENBl3QkIC1qxZg+zsbPTv3x+XLl1CcHAw+vfvj507d0Iikdw2T2vXrsVzzz2HhIQErF69GjNnzsTbb7992/OI6O6x0CKiFis9PR0PP/wwACA8PBwPPvgghg4disGDB8POzk7f7/Tp0+jWrRsee+wxfPHFFwYzOYIg6IuVa9euwcHBweA9nn/+efznP/9BWVkZZDIZgKYLrb+eq9Fo0L9/f3h7eyMjI0PfLpFIIJVKceTIEfTs2fO2P2N1dTX69u0LmUyG3NxcjBo1Cj/99BOOHDmCjh07GpUnQRDw4IMP4pdffkFAQACOHTsGZ2dno84lorvDeWMiarGGDRuGrKwsPProozh06BCWLl2KmJgY+Pv745tvvtH3S01NhU6nQ1JSUqPLZX+eEfpzoVRRUYHS0lI8+OCDqK6uRkFBwS1j+fO5V69eRXl5OR588EHk5eU16jto0CCjiiwAcHR0xCeffILjx49j4MCB+O677/DOO+8YXWQB9T+jp6cnACAyMpJFFpEVsdAiohbtvvvuw1dffYWrV69i3759mD17NioqKvD3v/8dx44dA1C/lksqld62uMnPz8fjjz8ONzc3uLq6on379nj66acBAOXl5bc8d9u2bbj//vshl8vh6emJ9u3b48MPP2zyvMDAQJN+xgceeADTpk3Dvn37EBMTg0mTJpl0/ldffYVvv/0WwcHB2Lp1K3766SeTzieiO8dCi4hahYa1VW+99RY+/PBDaDQabN261ejzlUolBg0ahEOHDmHhwoX49ttvkZ6ejiVLlgCovzvwZn766Sc8+uijkMvl+OCDD7B9+3akp6fjqaeeQlOrM/56efJ2amtrsWfPHgD1RWN1dbXR51ZUVODFF19EaGgoMjMz0alTJ0ybNg0ajcakGIjozrDQIqJWJywsDABw6dIlAMA999wDnU6nn+Fqyp49e3DlyhV88sknmDFjBh555BFER0fDw8Pjtu/35ZdfQi6X4/vvv8ekSZPw8MMPIzo62jw/DID58+fj+PHjWL58Oc6cOYPXX3/d6HPnzp2LS5cuYc2aNXBxccF7772H/Px8rFixwmzxEdHNsdAiohZr9+7dTc4Ybd++HQDQrVs3AEBcXBykUikWLlzYaGaq4XwbGxuD1wCgVqvxwQcf3DYOGxsbSCQSg20gzp49i9TUVNN+oCZkZ2dj+fLlmDlzJl5++WW8+uqreP/997F3797bnpubm4vVq1cjISEBoaGhAIBHHnkEjz/+OBYtWoRz587ddXxEdGu865CIWqzg4GBUV1fj8ccf1z9qJjMzE1u2bEFAQAAOHDig32MrKSkJixYtQlRUFJ544gnIZDLk5OTAz88PycnJuHLlCoKCguDq6ooXX3wREokE//nPf6DT6XDo0CHs3r0bDz30EIDGdx3u2rULQ4cOxYMPPoinnnoKJSUlWL16NRQKBQ4fPmxQvEkkEkyfPh3vv//+bX++mpoahISEQCKR4MCBA5DL5VCr1ejfvz+qq6tx5MgRODk5NXmuVqtFeHg4iouLcfz4cbi4uOiPXbhwAT179sTgwYMNbhogIgsQiIhaqB07dgiTJk0SunfvLjg7Owv29vZC165dhRdeeEEoLi5u1P/jjz8W+vXrJ8hkMsHDw0MYNGiQkJ6erj/+yy+/CPfff7/g4OAg+Pn5CbNmzRK+//57AYCwe/dufb8JEyYInTp1Mhj73//+txAUFCTIZDKhe/fuwvr164X58+cLf/1rFoAwffp0o36+l156SbCxsRGys7MN2vfv3y/Y2toK06ZNu+m577zzjgBA+OKLL5o8vnz5cgGA8NVXXxkVCxHdGc5oEREREVkI12gRERERWQgLLSIiIiILYaFFREREZCEstIiIiIgshIUWERERkYWw0CIiIiKyEFuxA2jLdDodLl68CBcXF0gkErHDISIiIiMIgoCKigr4+flBKr31nBULLRFdvHgRAQEBYodBREREd+DChQvo0KHDLfuw0BJRwyMxLly4AFdXV7OOrdFosHPnTgwfPhx2dnZmHZtuYJ6tg3m2DubZephr67BUnlUqFQICAgwebXUzzaLQWr16NZYtW4aioiL07dsX7733HsLDw2/af+vWrZg3bx7Onj2LoKAgLFmyBCNHjtQfFwQB8+fPx7p166BUKvHAAw/gww8/RFBQkL5PWVkZXnjhBXz77beQSqUYNWoU3n33XTg7Ozd6v9OnT6Nfv36wsbGBUqk0KZZbabhc6OrqapFCy9HREa6urvxDbEHMs3Uwz9bBPFsPc20dls6zMct+RF8Mv2XLFiQmJmL+/PnIy8tD3759ERMTg5KSkib7Z2ZmYty4cZg8eTIOHDiAuLg4xMXF4ejRo/o+S5cuxapVq5CSkoLs7Gw4OTkhJiYGNTU1+j7x8fHIz89Heno6tm3bhh9//BFTp05t9H4ajQbjxo3Dgw8+eEexEBERURsm7qMWBSE8PNzgAatarVbw8/MTkpOTm+z/5JNPCrGxsQZtERERwnPPPScIgiDodDpBoVAIy5Yt0x9XKpWCTCYTNm3aJAiCIBw7dkwAIOTk5Oj77NixQ5BIJEJhYaHB2LNmzRKefvppYf369YKbm5tJsdxOeXm5AEAoLy83qr8p1Gq1kJqaKqjVarOPTTcwz9bBPFsH82w9zLV1WCrPpnx+izqjpVarkZubi+joaH2bVCpFdHQ0srKymjwnKyvLoD8AxMTE6PufOXMGRUVFBn3c3NwQERGh75OVlQV3d3eEhYXp+0RHR0MqlSI7O1vftmvXLmzduhWrV6++o1iIiIiobRN1jVZpaSm0Wi18fHwM2n18fFBQUNDkOUVFRU32Lyoq0h9vaLtVH29vb4Pjtra28PT01Pe5cuUKnnnmGfz3v/+96fqp28XyV7W1taitrdW/VqlUAOovT2o0mibPuVMN45l7XDLEPFsH82wdzLP1MNfWYak8mzJes1gM3xxNmTIFTz31FAYOHGi2MZOTk7FgwYJG7Tt37oSjo6PZ3ufP0tPTLTIuGWKerYN5tg7m2XqYa+swd56rq6uN7itqoeXl5QUbGxsUFxcbtBcXF0OhUDR5jkKhuGX/hu/FxcXw9fU16BMSEqLv89fF9nV1dSgrK9Ofv2vXLnzzzTdYvnw5gPo7GXU6HWxtbbF27VpMmjTptrH81ezZs5GYmKh/3XB76PDhwy1y12F6ejqGDRvGO1osiHm2DubZOphn62GurcNSeW64ImUMUQste3t7hIaGIiMjA3FxcQDqd0vPyMhAQkJCk+dERkYiIyMDM2fO1Lelp6cjMjISABAYGAiFQoGMjAx9YaVSqZCdnY1p06bpx1AqlcjNzUVoaCiA+sJKp9MhIiICQP36K61Wq3+Pr7/+GkuWLEFmZib8/f2NiuWvZDIZZDJZo3Y7OzuL/UGz5Nh0A/NsHcyzdTDP1sNcW4e582zKWKJfOkxMTMSECRMQFhaG8PBwrFy5ElVVVZg4cSIAYPz48fD390dycjIAYMaMGRg0aBBWrFiB2NhYbN68Gfv378fatWsB1O9pMXPmTCxevBhBQUEIDAzEvHnz4Ofnpy/mevTogREjRmDKlClISUmBRqNBQkICxo4dCz8/P32fP9u/fz+kUimCg4P1bbeLhYiIiNo20QutMWPG4PLly0hKSkJRURFCQkKQlpamX2R+/vx5g+cIRUVFYePGjZg7dy7mzJmDoKAgpKamGhRAs2bNQlVVFaZOnQqlUokBAwYgLS0Ncrlc32fDhg1ISEjA0KFD9RuWrlq1yqTYjYmFiIiI2i6JIAiC2EG0VSqVCm5ubigvL7fIGq3t27dj5MiRnJa2IObZOphn62CerYe5tg5L5dmUz2/Rd4YnIiIiaq1YaBERERFZiOhrtMj8ajRaXLxajau1QElFLeT2OtjaSGErlcBGKtF/N+ZhmERERHTnWGi1QscvqfD4B5kAbPFG3t6b9rP5S+FV//1GQWZnI4GL3A5uDnZo52yPzu2c0MPXBfd19kQ758bbVBAREZEhFlqtkADAwU4KdZ0WAiTQ3eR2B61OgFYnQH0H7xES4I4nwwLwt76+cJFzIScREVFTWGi1Qv07euBwUrT+TgsbG1tohfqiqk4noE6rQ53uxmutVkCdTnfj9fXvGq0OFTUalF/ToFhVi98vV+LQhXKcKK7AwQtKHLygRPL243huUBdMGhAIR3v+OhEREf0ZPxnbAKlUAikksLMxz3glFTVIPVCIzTkX8PvlKizfeRKb9l3A8tF9EXlPO/O8CRERUSvAuw7JZN4uckwdeA9+eGkQ3h0bAn93BxQqr+Gpj37F8u9PQHeza5VERERtDAstumNSqQSPhfjj+5cGYlx4AAQBeH/3abyw+QBqNNrbD0BERNTKsdCiu+Yss0XyE32wfHRf2NlI8N3hS5jy2X4WW0RE1Oax0CKz+XtoB3w6MRwOdjb46VQpEjbmQV2nEzssIiIi0bDQIrOK6uqFf08Ig8xWih+Ol2D+N/ng4zSJiKitYqFFZhfV1QsfxPeHRAJs2ncen2WdEzskIiIiUbDQIosY2sMHr4/oDgBYuO0Ycs+ViRwRERGR9bHQIouZOrALHu3rB61OwIzNB6Gq0YgdEhERkVWx0CKLkUgkWPx4MAI8HfDH1WuYl3pU7JCIiIisioUWWZSr3A7vju0HG6kEXx+8iN0FJWKHREREZDUstMji+nf0wOQBgQCAualHUa2uEzkiIiIi62ChRVYxMzpI/6iedzNOiR0OERGRVbDQIqtwtLfFwsd6AQA++ukMThZXiBwRERGR5bHQIqsZ2sMHw3v6QKsT8K8dBWKHQ0REZHEstMiqXn+4O2ylEuwqKEHmb6Vih0NERGRRLLTIqrq0d0Z8REcAwFvbj0On4+N5iIio9WKhRVb34tAguMhscbRQhW8PXxQ7HCIiIothoUVW185ZhucGdQEAvJtxClrOahERUSvFQotE8cwDgXB3tMPvl6uwjbNaRETUSrHQIlE4y2wx5UHOahERUevGQotEMz6yE9wcOKtFREStFwstEo2L3A5THqx/NM/q3achCJzVIiKi1oWFFolqfFRnOMtscbK4EntOXBY7HCIiIrNioUWicpXbYVx4AABgzY+/iRwNERGRebHQItFNfCAQtlIJfv29DIf/UIodDhERkdmw0CLR+bk74NG+fgCANT/+LnI0RERE5tMsCq3Vq1ejc+fOkMvliIiIwL59+27Zf+vWrejevTvkcjl69+6N7du3GxwXBAFJSUnw9fWFg4MDoqOjcerUKYM+ZWVliI+Ph6urK9zd3TF58mRUVlbqj584cQKDBw+Gj48P5HI5unTpgrlz50Kj0ej7fPLJJ5BIJAZfcrncDBlpe6YMrN/qYceRSzh/pVrkaIiIiMxD9EJry5YtSExMxPz585GXl4e+ffsiJiYGJSUlTfbPzMzEuHHjMHnyZBw4cABxcXGIi4vD0aNH9X2WLl2KVatWISUlBdnZ2XByckJMTAxqamr0feLj45Gfn4/09HRs27YNP/74I6ZOnao/bmdnh/Hjx2Pnzp04ceIEVq5ciXXr1mH+/PkG8bi6uuLSpUv6r3Pnzpk5Q21DD19XDLy3PXQC8EnmWbHDISIiMg9BZOHh4cL06dP1r7VareDn5yckJyc32f/JJ58UYmNjDdoiIiKE5557ThAEQdDpdIJCoRCWLVumP65UKgWZTCZs2rRJEARBOHbsmABAyMnJ0ffZsWOHIJFIhMLCwpvG+tJLLwkDBgzQv16/fr3g5uZm/A/7F+Xl5QIAoby8/I7HuBm1Wi2kpqYKarXa7GNbyq6CYqHTa9uE4PlpQlWtRuxwjNIS89wSMc/WwTxbD3NtHZbKsymf37ZiFnlqtRq5ubmYPXu2vk0qlSI6OhpZWVlNnpOVlYXExESDtpiYGKSmpgIAzpw5g6KiIkRHR+uPu7m5ISIiAllZWRg7diyysrLg7u6OsLAwfZ/o6GhIpVJkZ2fj8ccfb/S+p0+fRlpaGp544gmD9srKSnTq1Ak6nQ79+/fHW2+9hV69ejUZe21tLWpra/WvVSoVAECj0RhckjSHhvHMPa4lRXV2R0dPB5wvu4avci9gTFgHsUO6rZaY55aIebYO5tl6mGvrsFSeTRlP1EKrtLQUWq0WPj4+Bu0+Pj4oKCho8pyioqIm+xcVFemPN7Tdqo+3t7fBcVtbW3h6eur7NIiKikJeXh5qa2sxdepULFy4UH+sW7du+Pjjj9GnTx+Ul5dj+fLliIqKQn5+Pjp0aFwkJCcnY8GCBY3ad+7cCUdHxyZ/3ruVnp5ukXEtpb+LBOfLbPBhej6ciw9DIhE7IuO0tDy3VMyzdTDP1sNcW4e581xdbfxaYlELrZZgy5YtqKiowKFDh/Dqq69i+fLlmDVrFgAgMjISkZGR+r5RUVHo0aMH1qxZg0WLFjUaa/bs2QazcSqVCgEBARg+fDhcXV3NGrdGo0F6ejqGDRsGOzs7s45tSQ9c0yBt2V4UVuvgExyJsE4eYod0Sy01zy0N82wdzLP1MNfWYak8N1yRMoaohZaXlxdsbGxQXFxs0F5cXAyFQtHkOQqF4pb9G74XFxfD19fXoE9ISIi+z18X29fV1aGsrKzR+wYE1G+m2bNnT2i1WkydOhUvv/wybGxsGsVmZ2eHfv364fTp003GLpPJIJPJmjzPUn/QLDm2JXjZ2eGxvv7Ysv8CNuUUIrKr9+1PagZaWp5bKubZOphn62GurcPceTZlLFHvOrS3t0doaCgyMjL0bTqdDhkZGQYzRX8WGRlp0B+onxJs6B8YGAiFQmHQR6VSITs7W98nMjISSqUSubm5+j67du2CTqdDRETETePV6XTQaDTQ6XRNHtdqtThy5IhBgUemi7+/IwAgLb8I5dVcv0BERC2X6JcOExMTMWHCBISFhSE8PBwrV65EVVUVJk6cCAAYP348/P39kZycDACYMWMGBg0ahBUrViA2NhabN2/G/v37sXbtWgCARCLBzJkzsXjxYgQFBSEwMBDz5s2Dn58f4uLiAAA9evTAiBEjMGXKFKSkpECj0SAhIQFjx46Fn1/9xpkbNmyAnZ0devfuDZlMhv3792P27NkYM2aMvpJduHAh7r//fnTt2hVKpRLLli3DuXPn8Oyzz1o5i61Lb383dFe4oKCoAl8fKsT4yM5ih0RERHRHRC+0xowZg8uXLyMpKQlFRUUICQlBWlqafjH7+fPnIZXemHiLiorCxo0bMXfuXMyZMwdBQUFITU1FcHCwvs+sWbNQVVWFqVOnQqlUYsCAAUhLSzPYTHTDhg1ISEjA0KFDIZVKMWrUKKxatUp/3NbWFkuWLMHJkychCAI6deqEhIQEvPTSS/o+V69exZQpU1BUVAQPDw+EhoYiMzMTPXv2tGTKWj2JRIInwwKwcNsxfL7/AgstIiJqsSSCIAhiB9FWqVQquLm5oby83CKL4bdv346RI0e2yOv/ZVVqRLz1AzRaAd+9OAC9/NzEDqlJLT3PLQXzbB3Ms/Uw19ZhqTyb8vkt+s7wRE3xdLLHsJ71s5pb9/8hcjRERER3hoUWNVtPhtXf8Zl6sBDquqZvQCAiImrOWGhRs/VgUHu0d5FBWa3BT6cuix0OERGRyVhoUbNlI5Ugtnf9VhnfHLoocjRERESmY6FFzdpjIfXbbezML0a1uk7kaIiIiEzDQouatZAAd3T0dMQ1jRY/HC+5/QlERETNCAstatYkEgke7Vs/q/XNQV4+JCKiloWFFjV7j16/fLj3ZAmU1WqRoyEiIjIeCy1q9u71cUF3hQs0WoGXD4mIqEVhoUUtQkwvBQDg+/wikSMhIiIyHgstahFGBNcXWj+evMy7D4mIqMVgoUUtQneFCzq1c0RtnQ57T3DzUiIiahlYaFGLIJFI9JcP03j5kIiIWggWWtRiNBRau46X8NmHRETUIrDQohajX4A7vF1kqKitQ+ZvpWKHQ0REdFsstKjFkEolGNbTBwDww/FikaMhIiK6PRZa1KIM7eENANhdcBmCIIgcDRER0a2x0KIWJbKLF+xtpShUXsPpkkqxwyEiIrolFlrUojjY2yCySzsAwO4T3CWeiIiaNxZa1OIM7tYeALCrgIUWERE1byy0qMUZ0r1+Qfz+s1ehqtGIHA0REdHNsdCiFqdjO0d0ae+EOp2AX05xmwciImq+WGhRizS4W/3dh7x8SEREzRkLLWqRHrq+Tuvn06Xc5oGIiJotFlrUIt3X2RP2tlJcKq/B76VVYodDRETUJBZa1CLJ7WwQ2tEDAJB5muu0iIioeWKhRS3WgCAvAPWXD4mIiJojFlrUYkXdU79xadZvV6DVcZ0WERE1Pyy0qMXq7e8GF7ktVDV1OFpYLnY4REREjbDQohbL1kaqfxzPL7/x8iERETU/LLSoRXuga/06rV+4TouIiJohFlrUojUUWjlnr6K2TityNERERIbuqtCqra01VxxEd+Se9k7wcpZBXafD4T+4TouIiJoXkwqtHTt2YMKECejSpQvs7Ozg6OgIV1dXDBo0CG+++SYuXrx4R0GsXr0anTt3hlwuR0REBPbt23fL/lu3bkX37t0hl8vRu3dvbN++3eC4IAhISkqCr68vHBwcEB0djVOnThn0KSsrQ3x8PFxdXeHu7o7JkyejsrJSf/zEiRMYPHgwfHx8IJfL0aVLF8ydOxcajeFDjG8XC1mWRCJBRKAnAGDfmTKRoyEiIjJkVKH1v//9D/feey8mTZoEW1tbvPbaa/jqq6/w/fff46OPPsKgQYPwww8/oEuXLnj++edx+fJlowPYsmULEhMTMX/+fOTl5aFv376IiYlBSUnTz7DLzMzEuHHjMHnyZBw4cABxcXGIi4vD0aNH9X2WLl2KVatWISUlBdnZ2XByckJMTAxqamr0feLj45Gfn4/09HRs27YNP/74I6ZOnao/bmdnh/Hjx2Pnzp04ceIEVq5ciXXr1mH+/PkmxUKWF3690MpmoUVERM2NYIT7779f2LZtm6DVam/Z748//hBee+014e233zZmWEEQBCE8PFyYPn26/rVWqxX8/PyE5OTkJvs/+eSTQmxsrEFbRESE8NxzzwmCIAg6nU5QKBTCsmXL9MeVSqUgk8mETZs2CYIgCMeOHRMACDk5Ofo+O3bsECQSiVBYWHjTWF966SVhwIABRsdyO+Xl5QIAoby83Kj+plCr1UJqaqqgVqvNPnZzk19YLnR6bZvQc94OQVN3699Rc2tLeRYT82wdzLP1MNfWYak8m/L5bWtMMZaVlWVU0ebv749//etfRhd5arUaubm5mD17tr5NKpUiOjr6pu+ZlZWFxMREg7aYmBikpqYCAM6cOYOioiJER0frj7u5uSEiIgJZWVkYO3YssrKy4O7ujrCwMH2f6OhoSKVSZGdn4/HHH2/0vqdPn0ZaWhqeeOIJo2P5q9raWoN1bSqVCgCg0WgaXZK8Ww3jmXvc5qhLOzlcr++ndfhCGXr7u1ntvdtSnsXEPFsH82w9zLV1WCrPpoxnVKFlKaWlpdBqtfDx8TFo9/HxQUFBQZPnFBUVNdm/qKhIf7yh7VZ9vL29DY7b2trC09NT36dBVFQU8vLyUFtbi6lTp2LhwoVGx/JXycnJWLBgQaP2nTt3wtHRsclz7lZ6erpFxm1uAhykyK+R4rMdmRjsZ/1d4ttKnsXGPFsH82w9zLV1mDvP1dXVRvc1qdC6dOkSMjIy4OnpiejoaNjb2+uPVVVVYcWKFUhKSjJlyGZvy5YtqKiowKFDh/Dqq69i+fLlmDVr1h2NNXv2bIMZMJVKhYCAAAwfPhyurq7mChlAfbWdnp6OYcOGwc7OzqxjN0eFrmeQ//0pVDn6YuTIEKu9b1vLs1iYZ+tgnq2HubYOS+W54YqUMYwutHJycjB8+HDodDpoNBr4+/sjNTUVvXr1AgBUVlZiwYIFJhVaXl5esLGxQXFxsUF7cXExFApFk+coFIpb9m/4XlxcDF9fX4M+ISEh+j5/XWxfV1eHsrKyRu8bEBAAAOjZsye0Wi2mTp2Kl19+GTY2NreN5a9kMhlkMlmjdjs7O4v9QbPk2M1J5D3tAZzC/nNXYWNjC6lUYtX3byt5FhvzbB3Ms/Uw19Zh7jybMpbR2zvMmTMHjz/+OK5evYri4mIMGzYMgwYNwoEDB+4oSACwt7dHaGgoMjIy9G06nQ4ZGRmIjIxs8pzIyEiD/kD9lGBD/8DAQCgUCoM+KpUK2dnZ+j6RkZFQKpXIzc3V99m1axd0Oh0iIiJuGm9DkanT6YyKhawn2N8NDnY2uFqtwamSytufQEREZAVGz2jl5uZi9erVkEqlcHFxwQcffICOHTti6NCh+P7779GxY8c7CiAxMRETJkxAWFgYwsPDsXLlSlRVVWHixIkAgPHjx8Pf3x/JyckAgBkzZmDQoEFYsWIFYmNjsXnzZuzfvx9r164FUL+v0syZM7F48WIEBQUhMDAQ8+bNg5+fH+Li4gAAPXr0wIgRIzBlyhSkpKRAo9EgISEBY8eOhZ+fHwBgw4YNsLOzQ+/evSGTybB//37Mnj0bY8aM0Veyt4uFrMfORop+Hd2R+dsV5J2/im4KF7FDIiIiMm2N1p/3oQKA119/Hba2thg+fDg+/vjjOwpgzJgxuHz5MpKSklBUVISQkBCkpaXpF5mfP38eUumNibeoqChs3LgRc+fOxZw5cxAUFITU1FQEBwfr+8yaNQtVVVWYOnUqlEolBgwYgLS0NMjlcn2fDRs2ICEhAUOHDoVUKsWoUaOwatUq/XFbW1ssWbIEJ0+ehCAI6NSpExISEvDSSy+ZFAtZT/+OHvWF1rmrGBd+Z4U/ERGRORldaAUHByMzMxN9+vQxaH/llVeg0+kwbty4Ow4iISEBCQkJTR7bs2dPo7bRo0dj9OjRNx1PIpFg4cKFBncI/pWnpyc2btx40+NjxozBmDFjbh60kbGQ9fTr6A4AyDt/VdxAiIiIrjN6jdb48ePxyy+/NHls1qxZWLBgwR1fPiQyh34dPQAAv12ugrJaLXI0REREJhRazz77LP7zn//c9Phrr72GM2fOmCUoojvh6WSPQC8nAMCBC0pxgyEiIoKJD5Umau4aLh8eOMfLh0REJD6j12gNGTLEqH67du2642CI7lb/jh74Kq8QeeeVYodCRERkfKG1Z88edOrUCbGxsdxcjZqthhmtgxeU0OoE2Fh541IiIqI/M7rQWrJkCdavX4+tW7ciPj4ekyZN4jYG1Ox083GBo70NKmvrcKqkAt0V5n20ERERkSmMXqP16quv4tixY0hNTUVFRQUeeOABhIeHIyUlxaRn/hBZkq2NFH07uAMA8s4pRY2FiIjI5MXwkZGRWLduHS5duoTp06fj448/hp+fH4stajYaLh8e/kMpahxERER3fNdhXl4e9u7di+PHjyM4OJjrtqjZ6NPBDQBw+I9ykSMhIqK2zqRC6+LFi3jrrbdw77334u9//zs8PT2RnZ2NX3/9FQ4ODpaKkcgkfa5fOjxRXIEajVbcYIiIqE0zejH8yJEjsXv3bgwfPhzLli1DbGwsbG1NelQikVX4usnh5WyP0ko1jl1Sof/1HeOJiIiszehKKS0tDb6+vjh//jwWLFiABQsWNNkvLy/PbMER3QmJRILe/m7YfeIyjvxRzkKLiIhEY3ShNX/+fEvGQWRWfTq4Y/eJy1ynRUREomKhRa3SjQXxSnEDISKiNs2kxfDbt29HQUEBAODUqVP47rvvLBIU0d3q7V9faJ2+XImq2jqRoyEiorbKpELL19cXL730EgBgxowZ8Pf3t0hQRHfL21UOhascggDkX+Qeb0REJA6TCq1+/fohPDwc//d//4fw8HCEhIRYKCyiu8fLh0REJDaj12gNHjwYEokEV69exaFDhxASEoK9e/dCIpFg165dloyR6I706eCGnceKcaSQC+KJiEgcRhdau3fvBgCMGTMG//jHP5CRkYHNmzdbLDCiu9X7+salvPOQiIjEYtKlwy1btsDT0xNTpkxBu3btsGXLFkvFRXTX+lxfEH+mtArl1zQiR0NERG2RSVu79+/fH8OHDwcAvPnmmygpKbFIUETm4OFkjw4eDvjj6jXkF5YjqquX2CEREVEbY9KMVlBQEDw86nfZdnd3x7333muRoIjMpZefKwDg2CXeeUhERNZn8sMK+/XrB4lE0qhdIpFALpeja9eueOaZZzB48GCzBEh0N3r5ueH7/GIWWkREJAqTZrQAYMSIEfj999/h5OSEwYMHY/DgwXB2dsZvv/2G++67D5cuXUJ0dDS+/vprS8RLZJKevtdntLiXFhERicDkGa3S0lK8/PLLmDdvnkH74sWLce7cOezcuRPz58/HokWL8Nhjj5ktUKI70fP6pcPTJZWordNCZmsjckRERNSWmDyj9fnnn2PcuHGN2seOHYvPP/8cADBu3DicOHHi7qMjuku+bnK4O9qhTifgVHGl2OEQEVEbY3KhJZfLkZmZ2ag9MzMTcrkcAKDT6fT/TSQmiUTCy4dERCQaky8dvvDCC3j++eeRm5uL++67DwCQk5ODjz76CHPmzAEAfP/993w8DzUbPX1dkfnbFS6IJyIiqzO50Jo7dy4CAwPx/vvv4z//+Q8AoFu3bli3bh2eeuopAMDzzz+PadOmmTdSojvUsE6LM1pERGRtRhdadXV1sLWt7x4fH4/4+PhGfY4dO4aePXvCwcHBfBES3aWef9pLS6cTIJU23p6EiIjIEoxeo9VUYfVnx44dw5AhQ+46ICJzu6e9M+xtpaisrcMfV6+JHQ4REbUhRhdaWVlZeP7555s8dvz4cQwZMgRRUVFmC4zIXOxspOjm4wIAyL/IB0wTEZH1GF1off/99/jyyy/1C94bFBQUYMiQIbj//vuxdetWswdIZA76Ow+5IJ6IiKzI6EKrR48e2L59O95//30sX74cQH2RNXjwYNx333344osvYGNzZ5tBrl69Gp07d4ZcLkdERAT27dt3y/5bt25F9+7dIZfL0bt3b2zfvt3guCAISEpKgq+vLxwcHBAdHY1Tp04Z9CkrK0N8fDxcXV3h7u6OyZMno7Lyxj5Le/bswWOPPQZfX184OTkhJCQEGzZsMBjjk08+gUQiMfjithbNExfEExGRGEzaR+u+++5DamoqkpKS8MYbb2Do0KEIDQ3FF198oV8ob6otW7YgMTER8+fPR15eHvr27YuYmBiUlJQ02T8zMxPjxo3D5MmTceDAAcTFxSEuLg5Hjx7V91m6dClWrVqFlJQUZGdnw8nJCTExMaipqdH3iY+PR35+PtLT07Ft2zb8+OOPmDp1qsH79OnTB19++SUOHz6MiRMnYvz48di2bZtBPK6urrh06ZL+69y5c3eUB7KshkIrn4UWERFZk3AH/ve//wm2trbCyJEjBbVafSdD6IWHhwvTp0/Xv9ZqtYKfn5+QnJzcZP8nn3xSiI2NNWiLiIgQnnvuOUEQBEGn0wkKhUJYtmyZ/rhSqRRkMpmwadMmQRAE4dixYwIAIScnR99nx44dgkQiEQoLC28a68iRI4WJEyfqX69fv15wc3Mz/of9i/LycgGAUF5efsdj3IxarRZSU1Pv+v9Pa1F+TS10em2b0Om1bYKyynw5YZ6tg3m2DubZephr67BUnk35/DZ6GsrDwwMSieFt8T/99BN8fHwM2srKyowu8tRqNXJzczF79mx9m1QqRXR0NLKyspo8JysrC4mJiQZtMTExSE1NBQCcOXMGRUVFiI6O1h93c3NDREQEsrKyMHbsWGRlZcHd3R1hYWH6PtHR0ZBKpcjOzsbjjz/e5HuXl5ejR48eBm2VlZXo1KkTdDod+vfvj7feegu9evVq8vza2lrU1tbqX6tU9bMrGo0GGo2myXPuVMN45h63pXKwAfzc5LhYXoOjhWUI7+xplnGZZ+tgnq2DebYe5to6LJVnU8YzutBauXLlncRyS6WlpdBqtY2KNR8fHxQUFDR5TlFRUZP9i4qK9Mcb2m7Vx9vb2+C4ra0tPD099X3+6vPPP0dOTg7WrFmjb+vWrRs+/vhj9OnTB+Xl5Vi+fDmioqKQn5+PDh06NBojOTkZCxYsaNS+c+dOODo6Nvm+dys9Pd0i47ZE7hIpLkKK/+3KRqlCMOvYzLN1MM/WwTxbD3NtHebOc3V1tdF9jS60JkyYcEfBtAa7d+/GxIkTsW7dOoPZqsjISERGRupfR0VFoUePHlizZg0WLVrUaJzZs2cbzMapVCoEBARg+PDhcHV1NWvMGo0G6enpGDZsGOzs7Mw6dkt1zPYUjv10BnZenTByZE+zjMk8WwfzbB3Ms/Uw19ZhqTw3XJEyhlGFliAIjS4bmoOXlxdsbGxQXFxs0F5cXAyFQtHkOQqF4pb9G74XFxfD19fXoE/D8xcVCkWjxfZ1dXUoKytr9L579+7F3/72N7zzzjsYP378LX8eOzs79OvXD6dPn27yuEwmg0wma/I8S/1Bs+TYLU1PfzcAwKmSKrPnhHm2DubZOphn62GurcPceTZlLKPuOuzVqxc2b94MtVp9y36nTp3CtGnT8K9//cuoN7e3t0doaCgyMjL0bTqdDhkZGQYzRX8WGRlp0B+onxJs6B8YGAiFQmHQR6VSITs7W98nMjISSqUSubm5+j67du2CTqdDRESEvm3Pnj2IjY3FkiVLDO5IvBmtVosjR44YFHjUfHRT1G9aeqK4AoJg3kuHRERETTFqRuu9997Da6+9hn/84x8YNmwYwsLC4OfnB7lcjqtXr+LYsWP4+eefkZ+fj4SEBJMeKJ2YmIgJEyYgLCwM4eHhWLlyJaqqqjBx4kQAwPjx4+Hv74/k5GQAwIwZMzBo0CCsWLECsbGx2Lx5M/bv34+1a9cCACQSCWbOnInFixcjKCgIgYGBmDdvHvz8/BAXFwegfk+wESNGYMqUKUhJSYFGo0FCQgLGjh0LPz8/APWXCx955BHMmDEDo0aN0q/dsre3h6dn/ULqhQsX4v7770fXrl2hVCqxbNkynDt3Ds8++6zRPz9ZTxcvZ9hKJaioqcPF8hr4u/OZnEREZFlGFVpDhw7F/v378fPPP2PLli3YsGEDzp07h2vXrsHLywv9+vXD+PHjER8fDw8PD5MCGDNmDC5fvoykpCQUFRUhJCQEaWlp+sXs58+fh1R6Y+ItKioKGzduxNy5czFnzhwEBQUhNTUVwcHB+j6zZs1CVVUVpk6dCqVSiQEDBiAtLc1gM9ENGzYgISEBQ4cOhVQqxahRo7Bq1Sr98U8//RTV1dVITk7WF3kAMGjQIOzZswcAcPXqVUyZMgVFRUXw8PBAaGgoMjMz0bOnedb/kHnZ20pxT3tnnCiuwIkiFQstIiKyOInAayiiUalUcHNzQ3l5uUUWw2/fvh0jR47k9f8/eXHTAXxz6CJmjeiGfzzU9a7HY56tg3m2DubZephr67BUnk35/DZpZ3iilk6/TquoQuRIiIioLWChRW1KNx8WWkREZD0stKhNaZjR+u1yJTRancjREBFRa8dCi9qUDh4OcJbZQqMVcKa0SuxwiIiolWOhRW2KRCLBvT7OAIACXj4kIiILM7rQmjx5MrKzs296/OrVqxgyZIhZgiKypG6K+jtEThQZ/wgFIiKiO2F0obV+/Xo89NBDWL9+fZPH1Wo19u7da7bAiCylO+88JCIiKzHp0uGsWbPw3HPPYcaMGdDpuJCYWqaGBfG8dEhERJZmUqE1ffp0pKenY/PmzRg+fDjKysosFReRxTTMaP1x9Roqa+tEjoaIiFozkxfDDxo0CPv27cOVK1dw33334ejRo5aIi8hi3B3t4e0iAwCcLqkUORoiImrN7uiuw06dOiEzMxPh4eGIiorCV199Ze64iCwq6PqdhyeLefmQiIgsx+hCSyKRGLx2cHDApk2b8M9//hNjx47FggULzB4ckaUEeddfPuSMFhERWZKtsR1v9uzp1157DX369EF8fLzZgiKyNM5oERGRNRhdaK1fvx5ubm5NHnv44YeRnZ2NTZs2mS0wIku69/ozD08Vc0aLiIgsx+hLhxMmTIBMJrvp8aCgICQlJZklKCJLC/Kun9EqVF5DFe88JCIiC+EjeKhNcne0R3veeUhERBbGQovarIZZLa7TIiIiS2GhRW1WwzotzmgREZGlsNCiNqsrZ7SIiMjCjL7r8K+qq6tx/vx5qNVqg/Y+ffrcdVBE1qC/85AzWkREZCEmF1qXL1/GxIkTsWPHjiaPa7Xauw6KyBoa1mj9cbX+zkMn2R3/u4OIiKhJJl86nDlzJpRKJbKzs+Hg4IC0tDR8+umnCAoKwjfffGOJGIkswsPJHl7O9Xce/naZs1pERGR+Jv8TfteuXfj6668RFhYGqVSKTp06YdiwYXB1dUVycjJiY2MtESeRRQR5O6O0shYniyvRp4O72OEQEVErY/KMVlVVFby9vQEAHh4euHz5MgCgd+/eyMvLM290RBZ27/VH8Zwq4YJ4IiIyP5MLrW7duuHEiRMAgL59+2LNmjUoLCxESkoKfH19zR4gkSV15aN4iIjIgky+dDhjxgxcunQJADB//nyMGDECGzZsgL29PT755BNzx0dkUfdyiwciIrIgkwutp59+Wv/foaGhOHfuHAoKCtCxY0d4eXmZNTgiSwu6PqP1x9VrqFbXwdGedx4SEZH53PWGpY6Ojujfvz+LLGqRPJ3s4eVsD4A7xBMRkfkZ9c/3xMRELFq0CE5OTkhMTLxl37ffftssgRFZS1dvZ5RWluEU7zwkIiIzM6rQOnDgADQajf6/iVqTe31c8OvvZTjJOw+JiMjMjCq0du/e3eR/E7UGDTvEn+adh0REZGYmr9GaNGkSKioa/8u/qqoKkyZNMktQRNbUsCCeM1pERGRuJhdan376Ka5du9ao/dq1a/jss8/uKIjVq1ejc+fOkMvliIiIwL59+27Zf+vWrejevTvkcjl69+6N7du3GxwXBAFJSUnw9fWFg4MDoqOjcerUKYM+ZWVliI+Ph6urK9zd3TF58mRUVt6Y0dizZw8ee+wx+Pr6wsnJCSEhIdiwYYPJsVDz9+dnHlar60SOhoiIWhOjCy2VSoXy8nIIgoCKigqoVCr919WrV7F9+3b9jvGm2LJlCxITEzF//nzk5eWhb9++iImJQUlJSZP9MzMzMW7cOEyePBkHDhxAXFwc4uLicPToUX2fpUuXYtWqVUhJSUF2djacnJwQExODmpoafZ/4+Hjk5+cjPT0d27Ztw48//oipU6cavE+fPn3w5Zdf4vDhw5g4cSLGjx+Pbdu2mRQLNX/tnGVo52QPQQB+K6kSOxwiImpNBCNJJBJBKpXe9MvGxkZYvHixscPphYeHC9OnT9e/1mq1gp+fn5CcnNxk/yeffFKIjY01aIuIiBCee+45QRAEQafTCQqFQli2bJn+uFKpFGQymbBp0yZBEATh2LFjAgAhJydH32fHjh2CRCIRCgsLbxrryJEjhYkTJxody+2Ul5cLAITy8nKj+ptCrVYLqampglqtNvvYrdGTKZlCp9e2CV/mXjDpPObZOphn62CerYe5tg5L5dmUz2+jZ7R2796NjIwMCIKAL774Art27dJ//fzzzzh//jz++c9/mlTkqdVq5ObmIjo6Wt8mlUoRHR2NrKysJs/Jysoy6A8AMTEx+v5nzpxBUVGRQR83NzdERETo+2RlZcHd3R1hYWH6PtHR0ZBKpcjOzr5pvOXl5fD09DQ6Fmo57m1Yp8UF8UREZEZGb4M9aNAg1NXVYcKECQgLC0NAQMBdv3lpaSm0Wi18fHwM2n18fFBQUNDkOUVFRU32Lyoq0h9vaLtVn79e5rS1tYWnp6e+z199/vnnyMnJwZo1a4yO5a9qa2tRW1urf61SqQAAGo1Gv32GuTSMZ+5xW6suXg4AgBNF5SbljHm2DubZOphn62GurcNSeTZlPJOeN2Jra4svvvgC8+fPNzmolmz37t2YOHEi1q1bh169et3xOMnJyViwYEGj9p07d8LR0fFuQryp9PR0i4zb2lwplwCwweGzl+/ohgbm2TqYZ+tgnq2HubYOc+e5urra6L4mP9htyJAh2Lt3Lzp37mzqqY14eXnBxsYGxcXFBu3FxcVQKBRNnqNQKG7Zv+F7cXExfH19DfqEhITo+/x1sX1dXR3Kysoave/evXvxt7/9De+88w7Gjx9vUix/NXv2bIOd9VUqFQICAjB8+HC4uro2ec6d0mg0SE9Px7Bhw2BnZ2fWsVujK1VqvH9sD67USvBQ9HCjn3nIPFsH82wdzLP1MNfWYak8N1yRMobJhdbDDz+M119/HUeOHEFoaCicnJwMjj/66KNGj2Vvb4/Q0FBkZGQgLi4OAKDT6ZCRkYGEhIQmz4mMjERGRgZmzpypb0tPT0dkZCQAIDAwEAqFAhkZGfrCSqVSITs7G9OmTdOPoVQqkZubi9DQUADArl27oNPpEBERoR93z549eOSRR7BkyRKDOxKNjeWvZDIZZDJZo3Y7OzuL/UGz5NiticLdDu2c7HGlSo1zV2vRp4ODSeczz9bBPFsH82w9zLV1mDvPpoxlcqH1j3/8A0DTzzSUSCTQarUmjZeYmKhf9xUeHo6VK1eiqqoKEydOBACMHz8e/v7+SE5OBgDMmDEDgwYNwooVKxAbG4vNmzdj//79WLt2rT6GmTNnYvHixQgKCkJgYCDmzZsHPz8/fTHXo0cPjBgxAlOmTEFKSgo0Gg0SEhIwduxY+Pn5Aai/XPjII49gxowZGDVqlH7dlb29vX5B/O1ioZYlyMcZV34vw0k+85CIiMzE5A1LdTrdTb9MLbIAYMyYMVi+fDmSkpIQEhKCgwcPIi0tTb/I/Pz587h06ZK+f1RUFDZu3Ii1a9eib9+++OKLL5Camorg4GB9n1mzZuGFF17A1KlTcd9996GyshJpaWmQy+X6Phs2bED37t0xdOhQjBw5EgMGDDAokD799FNUV1cjOTkZvr6++q8nnnjCpFio5Wi48/BUMXeIJyIi8zB5RuvPampqDIqXO5WQkHDTS4V79uxp1DZ69GiMHj36puNJJBIsXLgQCxcuvGkfT09PbNy48abHP/nkE3zyySc3PW5sLNRy6B/Fw0KLiIjMxOQZLa1Wi0WLFsHf3x/Ozs74/fffAQDz5s3Dv//9b7MHSGQt915/FA/30iIiInMxudB688038cknn2Dp0qWwt7fXtwcHB+Ojjz4ya3BE1tRw6bBQeQ1VtXzmIRER3T2TC63PPvsMa9euRXx8PGxsbPTtffv2vekmo0QtgYeTPbyc6+8KPVXCWS0iIrp7JhdahYWF6Nq1a6N2nU7HHW6pxbvXp+HyIddpERHR3TO50OrZsyd++umnRu1ffPEF+vXrZ5agiMTCOw+JiMicTL7rMCkpCRMmTEBhYSF0Oh2++uornDhxAp999hm2bdtmiRiJrCbIhwviiYjIfEye0Xrsscfw7bff4ocffoCTkxOSkpJw/PhxfPvttxg2bJglYiSyGs5oERGROd3RPloPPvggH4RJrdK93vWF1sXyGlTUaOAi56MxiIjozt3xhqVqtRolJSXQ6XQG7R07drzroIjE4uZoB28XGUoqanGqpBL9O3qIHRIREbVgJhdap06dwqRJk5CZmWnQLgjCHT3rkKi5CfJxri+0iitYaBER0V0xudB65plnYGtri23btsHX1xcSicQScRGJJsjbBb+cvsIF8UREdNdMLrQOHjyI3NxcdO/e3RLxEIlOvyCem5YSEdFduqN9tEpLSy0RC1Gz0LBpKe88JCKiu2VyobVkyRLMmjULe/bswZUrV6BSqQy+iFq6oOszWpfKa6Cq4dMOiIjozpl86TA6OhoAMHToUIN2Loan1sLNwQ4+rjIUq2pxqrgSoZ24IJ6IiO6MyYXW7t27LREHUbNyr4/L9UKrgoUWERHdMZMLrUGDBlkiDqJmJcjbBT+dKuWdh0REdFeMLrQOHz5sVL8+ffrccTBEzYV+QXwJF8QTEdGdM7rQCgkJgUQigSAIN+3DNVrUWjQsiD/JOw+JiOguGF1onTlzxpJxEDUrQddntIpVtSi/poGbA595SEREpjO60OrUqZMl4yBqVlzldvB1k+NSeQ1OFVcgrLOn2CEREVELZPI+WkRtxY3Lh1wQT0REd4aFFtFN3Otdf/mQ67SIiOhOsdAiuonuvq4AgOOX+MQDIiK6Myy0iG6ih2/9pcPjl1S3vNuWiIjoZkwutIYMGQKlUtmoXaVSYciQIeaIiahZ6OrtDFupBKqaOlwqrxE7HCIiaoFMLrT27NkDtVrdqL2mpgY//fSTWYIiag5ktja4p339Oi1ePiQiojtxRzvDHzt2DEVFRfrXWq0WaWlp8Pf3N290RCLr7uuCE8UVOH5JhaE9fMQOh4iIWhiTd4aXSCRNXiJ0cHDAe++9Z9bgiMTWw9cVXx+8iONFvPOQiIhMZ9LO8IIgoEuXLti3bx/at2+vP2Zvbw9vb2/Y2NhYJEgisfTgnYdERHQXTN4ZXqfTWSwYouamh6L+zsOzpVW4ptbCwZ7/mCAiIuMZXWj92alTp7B7926UlJQ0KrySkpLMEhhRc9DeRYZ2Tva4UqXGyeIK9A1wFzskIiJqQUwutNatW4dp06bBy8sLCoUCEolEf0wikbDQolZFIpGgh68rfj5dioIiFQstIiIyicnbOyxevBhvvvkmioqKcPDgQRw4cED/lZeXZ3IAq1evRufOnSGXyxEREYF9+/bdsv/WrVvRvXt3yOVy9O7dG9u3bzc4LggCkpKS4OvrCwcHB0RHR+PUqVMGfcrKyhAfHw9XV1e4u7tj8uTJqKy88Ty7mpoaPPPMM+jduzdsbW0RFxfXKI49e/bobw7489ef78ak1qG7omHjUi6IJyIi05hcaF29ehWjR482y5tv2bIFiYmJmD9/PvLy8tC3b1/ExMSgpKSkyf6ZmZkYN24cJk+ejAMHDiAuLg5xcXE4evSovs/SpUuxatUqpKSkIDs7G05OToiJiUFNzY0NJ+Pj45Gfn4/09HRs27YNP/74I6ZOnao/rtVq4eDggBdffBHR0dG3/BlOnDiBS5cu6b+8vb3vMivU3DQsiD/GBfFERGQikwut0aNHY+fOnWZ587fffhtTpkzBxIkT0bNnT6SkpMDR0REff/xxk/3fffddjBgxAq+++ip69OiBRYsWoX///nj//fcB1M9mrVy5EnPnzsVjjz2GPn364LPPPsPFixeRmpoKADh+/DjS0tLw0UcfISIiAgMGDMB7772HzZs34+LFiwAAJycnfPjhh5gyZQoUCsUtfwZvb28oFAr9l1TKpxq1Nt2vP4qngI/iISIiE5m8Rqtr166YN28efv31V/Tu3Rt2dnYGx1988UWjxlGr1cjNzcXs2bP1bVKpFNHR0cjKymrynKysLCQmJhq0xcTE6IuoM2fOoKioyGAWys3NDREREcjKysLYsWORlZUFd3d3hIWF6ftER0dDKpUiOzsbjz/+uFHxNwgJCUFtbS2Cg4Pxxhtv4IEHHrhp39raWtTW1upfq1T1MyQajQYajcak972dhvHMPW5b1MlDrn8Uz/nSCvi5O+iPMc/WwTxbB/NsPcy1dVgqz6aMZ3KhtXbtWjg7O2Pv3r3Yu3evwTGJRGJ0oVVaWgqtVgsfH8Pdtn18fFBQUNDkOUVFRU32b1gX1fD9dn3+ennP1tYWnp6eJq2v8vX1RUpKCsLCwlBbW4uPPvoIDz30ELKzs9G/f/8mz0lOTsaCBQsate/cuROOjo5Gv7cp0tPTLTJuW9NeboNL1RL897s9CPZoPKvFPFsH82wdzLP1MNfWYe48V1dXG93X5ELrzJkzpp7SKnXr1g3dunXTv46KisJvv/2Gd955B//5z3+aPGf27NkGM3IqlQoBAQEYPnw4XF1dzRqfRqNBeno6hg0b1mjWkUyXUXUE3xy+BGf/bhj5UBd9O/NsHcyzdTDP1sNcW4el8txwRcoYd7SPljl4eXnBxsYGxcXFBu3FxcU3XRelUChu2b/he3FxMXx9fQ36hISE6Pv8dbF9XV0dysrKbrse63bCw8Px888/3/S4TCaDTCZr1G5nZ2exP2iWHLst6eXvhm8OX8LJkqom88k8WwfzbB3Ms/Uw19Zh7jybMtYdFVp//PEHvvnmG5w/fx5qtdrg2Ntvv23UGPb29ggNDUVGRoZ++wSdToeMjAwkJCQ0eU5kZCQyMjIwc+ZMfVt6ejoiIyMBAIGBgVAoFMjIyNAXViqVCtnZ2Zg2bZp+DKVSidzcXISGhgIAdu3aBZ1Oh4iICGNT0KSDBw8aFHjUevT0q59xzL9YLnIkRETUkphcaGVkZODRRx9Fly5dUFBQgODgYJw9exaCINx0bdLNJCYmYsKECQgLC0N4eDhWrlyJqqoqTJw4EQAwfvx4+Pv7Izk5GQAwY8YMDBo0CCtWrEBsbCw2b96M/fv3Y+3atQDq14jNnDkTixcvRlBQEAIDAzFv3jz4+fnpi7kePXpgxIgRmDJlClJSUqDRaJCQkICxY8fCz89PH9uxY8egVqtRVlaGiooKHDx4EAD0BdzKlSsRGBiIXr16oaamBh999BF27dpltjsyqXkJ9nMDAJy9Ug1VjQaucv4LlIiIbs/kQmv27Nl45ZVXsGDBAri4uODLL7+Et7c34uPjMWLECJPGGjNmDC5fvoykpCQUFRUhJCQEaWlp+sXs58+fN9guISoqChs3bsTcuXMxZ84cBAUFITU1FcHBwfo+s2bNQlVVFaZOnQqlUokBAwYgLS0Ncrlc32fDhg1ISEjA0KFDIZVKMWrUKKxatcogtpEjR+LcuXP61/369QMA/e39arUaL7/8MgoLC+Ho6Ig+ffrghx9+wODBg03KAbUMHk728Hd3QKHyGvILVYi8p53YIRERUQtgcqF1/PhxbNq0qf5kW1tcu3YNzs7OWLhwIR577DH9JTpjJSQk3PRS4Z49exq1jR49+pYbpkokEixcuBALFy68aR9PT09s3LjxlnGdPXv2lsdnzZqFWbNm3bIPtS69/d1QqLyGo4XlLLSIiMgoJu+u6eTkpF+X5evri99++01/rLS01HyRETUzwf7167SOcp0WEREZyeQZrfvvvx8///wzevTogZEjR+Lll1/GkSNH8NVXX+H++++3RIxEzUKwf/06raOFLLSIiMg4Jhdab7/9tv4BzAsWLEBlZSW2bNmCoKAgo+84JGqJGgqt30urUFlbB2eZaLujEBFRC2HyJ0WXLjc2a3RyckJKSopZAyJqrrycZfB1k+NSeQ2OX1Lhvs6eYodERETNHJ+ATGSCXte3eTjyBy8fEhHR7Rk1o+Xh4QGJRGLUgGVlZXcVEFFzFuzvih+OF3NBPBERGcWoQmvlypUWDoOoZejNBfFERGQCowqtCRMmWDoOohahYUH86ZJKXFNrYWvcRC8REbVRRhVapjyl2tXV9Y6DIWrufFzlaO8iw+WKWhy7pEIfP2exQyIiombMqELL3d39tmu0BEGARCKBVqs1S2BEzVWwnyt2n7iM/IvlLLSIiOiWjCq0du/ebek4iFqM3v5u2H3iMo78UY5xYf5ih0NERM2YUYXWoEGDLB0HUYvR6/o6rSNcEE9ERLdxR/to/fTTT3j66acRFRWFwsJCAMB//vMf/Pzzz2YNjqg56tOhvtA6VVKJanWdyNEQEVFzZnKh9eWXXyImJgYODg7Iy8tDbW0tAKC8vBxvvfWW2QMkam583RygcJVDqxNw9KLxN4oQEVHbY3KhtXjxYqSkpGDdunWws7PTtz/wwAPIy8sza3BEzVVIgDsA4BB3iCciolswudA6ceIEBg4c2Kjdzc0NSqXSHDERNXshHd0BAAcvsNAiIqKbM7nQUigUOH36dKP2n3/+2eCB00StWT/OaBERkRFMLrSmTJmCGTNmIDs7GxKJBBcvXsSGDRvwyiuvYNq0aZaIkajZ6d3BDTZSCYpVtVDWih0NERE1V0Zt7/Bnr7/+OnQ6HYYOHYrq6moMHDgQMpkMr7zyCl544QVLxEjU7Dja2+JeHxccv6TC2Uo+h4eIiJpmcqElkUjwz3/+E6+++ipOnz6NyspK9OzZE87O3CGb2pZ+Hd1x/JIK51hoERHRTdzRPloAYG9vDxcXF/j6+rLIojap4c7DcxUstIiIqGkmF1p1dXWYN28e3Nzc0LlzZ3Tu3Blubm6YO3cuNBqNJWIkapb6X7/z8HwVUKfViRsMERE1SyZfOnzhhRfw1VdfYenSpYiMjAQAZGVl4Y033sCVK1fw4Ycfmj1Iouaoi5czXOS2qKipw4niSoR0kokdEhERNTMmF1obN27E5s2b8fDDD+vb+vTpg4CAAIwbN46FFrUZUqkEvf1dkflbGQ79UY6QTu3EDomIiJoZky8dymQydO7cuVF7YGAg7O3tzRETUYsR0sEdAHCQ+2kREVETTC60EhISsGjRIv0zDgGgtrYWb775JhISEswaHFFz1zeg/gHTh7hDPBERNcHkS4cHDhxARkYGOnTogL59+wIADh06BLVajaFDh+KJJ57Q9/3qq6/MFylRM9S3Q32h9XtpFZTVarg7claXiIhuMLnQcnd3x6hRowzaAgICzBYQUUvSzske3nIBJTUS7D97FdE9fcQOiYiImhGTC63169dbIg6iFquLa32hlXO2jIUWEREZMLnQanD58mWcOHECANCtWze0b9/ebEERtST3uAj4tQTYd7ZM7FCIiKiZMXkxfFVVFSZNmgRfX18MHDgQAwcOhJ+fHyZPnozq6mpLxEjUrHVxFQAAR/4oxzW1VuRoiIioOTG50EpMTMTevXvx7bffQqlUQqlU4uuvv8bevXvx8ssvWyJGomatnQzwcZGhTifgwIWrYodDRETNiMmF1pdffol///vfePjhh+Hq6gpXV1eMHDkS69atwxdffGGJGImaNYkECOvkAQDIOcNCi4iIbjC50KquroaPT+MFv97e3nd06XD16tXo3Lkz5HI5IiIisG/fvlv237p1K7p37w65XI7evXtj+/btBscFQUBSUhJ8fX3h4OCA6OhonDp1yqBPWVkZ4uPj4erqCnd3d0yePBmVlZX64zU1NXjmmWfQu3dv2NraIi4urslY9uzZg/79+0Mmk6Fr16745JNPTP75qXW4r7M7ACCH67SIiOhPTC60IiMjMX/+fNTU1Ojbrl27hgULFuiffWisLVu2IDExEfPnz0deXh769u2LmJgYlJSUNNk/MzMT48aNw+TJk3HgwAHExcUhLi4OR48e1fdZunQpVq1ahZSUFGRnZ8PJyQkxMTEG8cbHxyM/Px/p6enYtm0bfvzxR0ydOlV/XKvVwsHBAS+++CKio6ObjOXMmTOIjY3F4MGDcfDgQcycORPPPvssvv/+e5NyQK1Dw4xW3vmrfMA0ERHdIJjo8OHDgp+fn9CuXTthyJAhwpAhQ4R27doJ/v7+wtGjR00aKzw8XJg+fbr+tVarFfz8/ITk5OQm+z/55JNCbGysQVtERITw3HPPCYIgCDqdTlAoFMKyZcv0x5VKpSCTyYRNmzYJgiAIx44dEwAIOTk5+j47duwQJBKJUFhY2Og9J0yYIDz22GON2mfNmiX06tXLoG3MmDFCTEzMbX7qG8rLywUAQnl5udHnGEutVgupqamCWq02+9h0Q0Oea2pqhT5vfC90em2bcPD8VbHDanX4+2wdzLP1MNfWYak8m/L5bfL2Dr1798apU6ewYcMGFBQUAADGjRuH+Ph4ODg4GD2OWq1Gbm4uZs+erW+TSqWIjo5GVlZWk+dkZWUhMTHRoC0mJgapqakA6meZioqKDGah3NzcEBERgaysLIwdOxZZWVlwd3dHWFiYvk90dDSkUimys7Px+OOPGxV/VlZWo9mumJgYzJw586bn1NbWGjy6SKVSAQA0Gg00Go1R72ushvHMPS4ZasivVluH/h3dsPtEKX797TJ6KpxEjqx14e+zdTDP1sNcW4el8mzKeCYVWhqNBt27d8e2bdswZcoUkwP7s9LSUmi12kbrvXx8fPQF3F8VFRU12b+oqEh/vKHtVn28vb0Njtva2sLT01Pfxxg3i0WlUuHatWtNFp3JyclYsGBBo/adO3fC0dHR6Pc2RXp6ukXGJUPp6elwuSYBYINt2QVQlB8TO6RWib/P1sE8Ww9zbR3mzrMpa9JNKrTs7OwM1jqRaWbPnm0wI6dSqRAQEIDhw4fD1dXVrO+l0WiQnp6OYcOGwc7Ozqxj0w1/zrN/cTW+WZONs9fsETNiMGykErHDazX4+2wdzLP1MNfWYak8N1yRMobJlw6nT5+OJUuW4KOPPoKt7R1vLA8vLy/Y2NiguLjYoL24uBgKhaLJcxQKxS37N3wvLi6Gr6+vQZ+QkBB9n78utq+rq0NZWdlN39eUWFxdXW96CVUmk0EmkzVqt7Ozs9gfNEuOTTfY2dmhX6d2cJHboqKmDgUl1QgJcBc7rFaHv8/WwTxbD3NtHebOsyljmXzXYU5ODr766it07NgRMTExeOKJJwy+jGVvb4/Q0FBkZGTo23Q6HTIyMm5692JkZKRBf6B+OrChf2BgIBQKhUEflUqF7OxsfZ/IyEgolUrk5ubq++zatQs6nQ4RERFGx3+7WKjtsZFKEHVPOwDAL6dLRY6GiIiaA5OnpNzd3TFq1CizvHliYiImTJiAsLAwhIeHY+XKlaiqqsLEiRMBAOPHj4e/vz+Sk5MBADNmzMCgQYOwYsUKxMbGYvPmzdi/fz/Wrl0LAJBIJJg5cyYWL16MoKAgBAYGYt68efDz89PvhdWjRw+MGDECU6ZMQUpKCjQaDRISEjB27Fj4+fnpYzt27BjUajXKyspQUVGBgwcPAoB+Zuz555/H+++/j1mzZmHSpEnYtWsXPv/8c3z33XdmyQ21TAO6euH7/GL8fKoU0wd3FTscIiISmcmF1vr168325mPGjMHly5eRlJSEoqIihISEIC0tTb/I/Pz585BKb0y6RUVFYePGjZg7dy7mzJmDoKAgpKamIjg4WN9n1qxZqKqqwtSpU6FUKjFgwACkpaVBLpfr+2zYsAEJCQkYOnQopFIpRo0ahVWrVhnENnLkSJw7d07/ul+/fgDqN0QF6mfPvvvuO7z00kt499130aFDB3z00UeIiYkxW36o5XmgqxcAIPfcVVxTa+FgbyNyREREJCajCy2dTodly5bhm2++gVqtxtChQzF//nyTtnRoSkJCAhISEpo8tmfPnkZto0ePxujRo286nkQiwcKFC7Fw4cKb9vH09MTGjRtvGdfZs2dveRwAHnroIRw4cOC2/ajtCPRygp+bHBfLa5BztgwD720vdkhERCQio9dovfnmm5gzZw6cnZ3h7++Pd999F9OnT7dkbEQtjkQi0c9qcZ0WEREZXWh99tln+OCDD/D9998jNTUV3377LTZs2ACdjo8bIfqzAUH1hdbPLLSIiNo8owut8+fPY+TIkfrX0dHRkEgkuHjxokUCI2qpou6pL7TyL6pQVqUWORoiIhKT0YVWXV2dwYJyoH4fCT4+gMhQexcZuitcAPDyIRFRW2f0YnhBEPDMM88YbLhZU1OD559/Hk5ON57r9tVXX5k3QqIWaEBXLxQUVWDvycv4W1+/259AREStktGF1oQJExq1Pf3002YNhqi1GNLdGx/9fAZ7TpRApxMg5eN4iIjaJKMLLXPun0XU2oV19oSzzBallWocLizn43iIiNookx/BQ0S3Z28rxYPX7z7cVVBym95ERNRasdAispAh3b0BALsKim/Tk4iIWisWWkQW8lC3+kLraKEKJaoakaMhIiIxsNAispD2LjL07eAGANh9gpcPiYjaIhZaRBY0+Prlwx+Os9AiImqLWGgRWdCwnj4AgB9PXkZVbZ3I0RARkbWx0CKyoJ6+rujUzhG1dTpePiQiaoNYaBFZkEQiwcPBvgCAHUeKRI6GiIisjYUWkYWN7K0AUL8g/ppaK3I0RERkTSy0iCyst78b/N0dUK3WYu/Jy2KHQ0REVsRCi8jC6i8f1s9q7Th6SeRoiIjImlhoEVnBw73r12llHOflQyKitoSFFpEV9AtwRwcPB1TW1iH9OB/JQ0TUVrDQIrICqVSCx/v5AwD+l/eHyNEQEZG1sNAispKGQuvHU6UoqeCzD4mI2gIWWkRW0qW9M/p1dIdWJ+CbgxfFDoeIiKyAhRaRFT3RcPnwQKHIkRARkTWw0CKyokf6+MHORoL8iyocv6QSOxwiIrIwFlpEVuThZK9/0PSmfedFjoaIiCyNhRaRlcVHdAIAfJVXiKraOpGjISIiS2KhRWRlkV3aIdDLCZW1dfj2EBfFExG1Ziy0iKxMKpXgqfCOAID/Zp+DIAgiR0RERJbCQotIBH8P7QCZrRRHC1XIOXtV7HCIiMhCWGgRicDDyR6jQjsAANbs/U3kaIiIyFJYaBGJZMqDXSCRABkFJThVXCF2OEREZAEstIhEEujlhOHXt3pY99PvIkdDRESW0CwKrdWrV6Nz586Qy+WIiIjAvn37btl/69at6N69O+RyOXr37o3t27cbHBcEAUlJSfD19YWDgwOio6Nx6tQpgz5lZWWIj4+Hq6sr3N3dMXnyZFRWVhr0OXz4MB588EHI5XIEBARg6dKlBsc/+eQTSCQSgy+5XH4XmaC2ZurAewAAqQcuoljF5x8SEbU2ohdaW7ZsQWJiIubPn4+8vDz07dsXMTExKCkpabJ/ZmYmxo0bh8mTJ+PAgQOIi4tDXFwcjh49qu+zdOlSrFq1CikpKcjOzoaTkxNiYmJQU3Pjgyw+Ph75+flIT0/Htm3b8OOPP2Lq1Kn64yqVCsOHD0enTp2Qm5uLZcuW4Y033sDatWsN4nF1dcWlS5f0X+fOnTNzhqg1C+3kgfs6e0Ct1eGD3afFDoeIiMxNEFl4eLgwffp0/WutViv4+fkJycnJTfZ/8sknhdjYWIO2iIgI4bnnnhMEQRB0Op2gUCiEZcuW6Y8rlUpBJpMJmzZtEgRBEI4dOyYAEHJycvR9duzYIUgkEqGwsFAQBEH44IMPBA8PD6G2tlbf57XXXhO6deumf71+/XrBzc3tDn9yQSgvLxcACOXl5Xc8xs2o1WohNTVVUKvVZh+bbjBHnn85fVno9No2oeuc74QLZVVmjK714O+zdTDP1sNcW4el8mzK57etmEWeWq1Gbm4uZs+erW+TSqWIjo5GVlZWk+dkZWUhMTHRoC0mJgapqakAgDNnzqCoqAjR0dH6425uboiIiEBWVhbGjh2LrKwsuLu7IywsTN8nOjoaUqkU2dnZePzxx5GVlYWBAwfC3t7e4H2WLFmCq1evwsPDAwBQWVmJTp06QafToX///njrrbfQq1evJmOvra1FbW2t/rVKVf+sO41GA41GY0zKjNYwnrnHJUPmyPN9Hd0Q2cUTWb+X4d0fTuKtuKZ/f9oy/j5bB/NsPcy1dVgqz6aMJ2qhVVpaCq1WCx8fH4N2Hx8fFBQUNHlOUVFRk/2Lior0xxvabtXH29vb4LitrS08PT0N+gQGBjYao+GYh4cHunXrho8//hh9+vRBeXk5li9fjqioKOTn56NDhw6NYk9OTsaCBQsate/cuROOjo5N/rx3Kz093SLjkqG7zXOEI5AFW3yZ+we61p2DwjK/Di0ef5+tg3m2HubaOsyd5+rqaqP7ilpotXSRkZGIjIzUv46KikKPHj2wZs0aLFq0qFH/2bNnG8zGqVQqBAQEYPjw4XB1dTVrbBqNBunp6Rg2bBjs7OzMOjbdYM4852sPIv14CX6s9MH6Uf0hkUjMFGXLx99n62CerYe5tg5L5bnhipQxRC20vLy8YGNjg+LiYoP24uJiKBSKJs9RKBS37N/wvbi4GL6+vgZ9QkJC9H3+uti+rq4OZWVlBuM09T5/fo+/srOzQ79+/XD6dNOLmmUyGWQyWZPnWeoPmiXHphvMked5j/TC3pOl+OW3K9h7+iqG9fS5/UltDH+frYN5th7m2jrMnWdTxhL1rkN7e3uEhoYiIyND36bT6ZCRkWEwU/RnkZGRBv2B+inBhv6BgYFQKBQGfVQqFbKzs/V9IiMjoVQqkZubq++za9cu6HQ6RERE6Pv8+OOPBtdh09PT0a1bN/36rL/SarU4cuSIQYFHZKyO7Rzx7IP1l6sXbstHVW2dyBEREdHdEn17h8TERKxbtw6ffvopjh8/jmnTpqGqqgoTJ04EAIwfP95gsfyMGTOQlpaGFStWoKCgAG+88Qb279+PhIQEAIBEIsHMmTOxePFifPPNNzhy5AjGjx8PPz8/xMXFAQB69OiBESNGYMqUKdi3bx9++eUXJCQkYOzYsfDz8wMAPPXUU7C3t8fkyZORn5+PLVu24N133zW49Ldw4ULs3LkTv//+O/Ly8vD000/j3LlzePbZZ62UPWptpg/uCn93B1wou4YlaU2vUyQiopZD9DVaY8aMweXLl5GUlISioiKEhIQgLS1Nv/D8/PnzkEpv1INRUVHYuHEj5s6dizlz5iAoKAipqakIDg7W95k1axaqqqowdepUKJVKDBgwAGlpaQabiW7YsAEJCQkYOnQopFIpRo0ahVWrVumPu7m5YefOnZg+fTpCQ0Ph5eWFpKQkg722rl69iilTpugXx4eGhiIzMxM9e/a0ZMqoFXOS2WLJqD54+t/Z+CzrHEYEKxB1j5fYYRER0R2SCIIgiB1EW6VSqeDm5oby8nKLLIbfvn07Ro4cyev/FmSpPM/53xFszD6PDh4O2D7jQbjK2/b/Q/4+WwfzbD3MtXVYKs+mfH6LfumQiBqbM7IHOng44I+r1zBr62Hw30NERC0TCy2iZshZZov3n+oPOxsJ0vKL+NBpIqIWioUWUTMVEuCOpEfq1/v9a0cB0o4WiRwRERGZioUWUTP29P2dMC48ADoBeHHzAeScLRM7JCIiMgELLaJmTCKRYNFjwYju4Q11nQ6TP8nB4T+UYodFRERGYqFF1MzZ2kjx3rj+CO3kAVVNHZ5al82ZLSKiFoKFFlEL4GBvg08nhSMi0BOVtXV4+qNs/O/AH2KHRUREt8FCi6iFcJbZ4pOJ4Yju4Y3aOh1e2nIIb353DBqtTuzQiIjoJlhoEbUgDvY2WPN/YZg++B4AwLqfzmDUh5k4XVIhcmRERNQUFlpELYyNVIJXY7rjg/j+cHOww+E/yjFy1c9494dTuKbWih0eERH9CQstohZqZG9ffD9zIAbe2x7qOh3e+eEkhq7Yg68PFkKn407yRETNAQstohZM4SbHpxPvw3vj+sHf3QEXy2swY/NBjFz1E3YcucSCi4hIZCy0iFo4iUSCv/X1Q8bLg5A47F64yGxRUFSBaRvyMHLVT0g7yoKLiEgsLLSIWgm5nQ1eHBqEn14bjBeHdIXz9YLr+f/mYcS7P2Lr/gtQ1/EORSIia2KhRdTKuDvaI3F4N/z82mC8cL3gOllciVe/OIwHl+5Cyt7foKrRiB0mEVGbwEKLqJVyd7THy8O74ZfXh+C1Ed3h7SJDsaoW/9pRgKjkXXjzu2O4UFYtdphERK0aCy2iVs7NwQ7THroHP782BMv+3gf3+jijsrYO6346g4HLdmPyJznYXVACLddxERGZna3YARCRddjbSjE6LAB/D+2APScv498/ncHPp0uRUVCCjIISdPBwQHxEJzwZ1gHtnGVih0tE1Cqw0CJqYyQSCQZ388bgbt74/XIlNmafx9bcP/DH1WtYklaAFTtP4KFu3vh7qD8Gd/eGzNZG7JCJiFosFlpEbViX9s6Y+0hPvBLTDd8euoj/Zp/HoQtK/HC8GD8cL4abgx3+1tcXT/TvgH4B7pBIJGKHTETUorDQIiLI7WwwOiwAo8MCcKq4Al/mFeJ/B/5AsaoW//31PP7763n4uztgZG8FHu7ti5AO7pBKWXQREd0OCy0iMhDk44LXH+6OV2O6IfO3UnyVV4i0o0UoVF7Dup/OYN1PZ+DrJseIYAUeDvZF/47usLXhfTVERE1hoUVETbKRSvBgUHs8GNQebz2uxd6Tl7Hj6CVkHC/BpfIarP/lLNb/chaucls8eG97DO7mjUH3tkd7Fy6kJyJqwEKLiG7Lwd4GI4IVGBGsQI1Gi59PlWL70UvYVVACZbUG3x2+hO8OXwIA9PZ3w8B7vRDZxQv9O7nD0Z5/zRBR28W/AYnIJHI7G0T39EF0Tx9odQIOXlBi74kS7D5xGUcKy/Vfq3f/BjsbCfp0cMf9XTwREdgOoZ084CTjXztE1HbwbzwiumM2UglCO3kgtJMHEod3w+WKWuw9eRmZp0vx6+9XcLG8BrnnriL33FWs3v0bpBLgXh8XhAS4o2+AO/p2cMe9Ps5c40VErRYLLSIym/YuMvw9tAP+HtoBgiDgj6vXkPX7Ffz6+xVk/16GQuU1FBRVoKCoAptzLgAAHOxsEOzvih6+ruiucEU3hQu6KVzgzJkvImoF+DcZEVmERCJBgKcjAjwd8WRYAACgWFWDgxeUOHRBiYMXlDj8Rzkqa+uQc/Yqcs5eNTg/wNMB3XxccY+3Ezp5yHFJBZRU1MLPw5b7eRFRi8FCi4isxsdVjpheCsT0UgAAdDoBv12uxOE/ynGiuH6mq+CSCiUVtbhQdg0Xyq7hh+MNZ9vivfy9cLK3QWcvJ3T2ckKAhyP83OXwc3OA7/Xv7o52LMSIqNlgoUVEopFKJQjycUGQj4tBe1mVGgVFKpwsqsCZ0ir8drkSxy+U4qpagiq1FvkXVci/qGpyTAc7G/i6yeHrLkd7ZxnaOcvQztkeXk4yeLnYo53T9dfOMsjt+HghIrIsFlpE1Ox4Otkj6h4vRN3jBQDQaDTYvn07hg4fgaIKDc6UVuFsaRUKlddwUXkNl8prcFF5DVeq1Lim0eL30ir8Xlp12/dxsLOBq4MtXOV2cHOwg6uDHVzltte/2+mPucjt4CizgZO9LRztbeAkq/9e/2ULG+6ST0Q3wUKLiFoMma0UXb2d0dXbucnjNRotisprcLH8Gi4pa3ClqhZXKtUorVTr//tKZS1KK9VQa3W4ptHimkaLYlXtXcUlt5PWF2FNFGMOdjaQX/+S2UlvvLaV6tvrv268drj+2toFXF1dHcpqgULlNdjaaqz63m0Nc20ddXV1UKnFjaFZFFqrV6/GsmXLUFRUhL59++K9995DeHj4Tftv3boV8+bNw9mzZxEUFIQlS5Zg5MiR+uOCIGD+/PlYt24dlEolHnjgAXz44YcICgrS9ykrK8MLL7yAb7/9FlKpFKNGjcK7774LZ+cbf4EfPnwY06dPR05ODtq3b48XXngBs2bNMikWIrIeud2N9Vu3IggCKmvrUFalRkVNHVTXNFDVaFB+TQPVtTqoajTX2+qPVdTUoVpTh+paLarUN77rhPrxajQ61GjUuHL7SbQWwBYL8n4SO4g2grm2hs7ONhgr4vuLXmht2bIFiYmJSElJQUREBFauXImYmBicOHEC3t7ejfpnZmZi3LhxSE5OxiOPPIKNGzciLi4OeXl5CA4OBgAsXboUq1atwqefforAwEDMmzcPMTExOHbsGORyOQAgPj4ely5dQnp6OjQaDSZOnIipU6di48aNAACVSoXhw4cjOjoaKSkpOHLkCCZNmgR3d3dMnTrV6FiIqPmRSCRwuX5J8E4JgoDaOh2qautQrdaiWm1YhFWr61BVq0WNRotrai1q6rTXC7L6WbTa6/9dU3f9uEaHmrr69mua+vO0DZWcFem0WkhtuHbNGphr67CVasUNQBBZeHi4MH36dP1rrVYr+Pn5CcnJyU32f/LJJ4XY2FiDtoiICOG5554TBEEQdDqdoFAohGXLlumPK5VKQSaTCZs2bRIEQRCOHTsmABBycnL0fXbs2CFIJBKhsLBQEARB+OCDDwQPDw+htrZW3+e1114TunXrZnQst1NeXi4AEMrLy43qbwq1Wi2kpqYKarXa7GPTDcyzdTDP1sE8Ww9zbR2WyrMpn9+ibsesVquRm5uL6OhofZtUKkV0dDSysrKaPCcrK8ugPwDExMTo+585cwZFRUUGfdzc3BAREaHvk5WVBXd3d4SFhen7REdHQyqVIjs7W99n4MCBsLe3N3ifEydO4OrVq0bFQkRERG2bqJcOS0tLodVq4ePjY9Du4+ODgoKCJs8pKipqsn9RUZH+eEPbrfr89bKkra0tPD09DfoEBgY2GqPhmIeHx21j+ava2lrU1t5YdKtS1d+ertFooNGYdzFkw3jmHpcMMc/WwTxbB/NsPcy1dVgqz6aMJ/oarbYkOTkZCxYsaNS+c+dOODo6WuQ909PTLTIuGWKerYN5tg7m2XqYa+swd56rq6uN7itqoeXl5QUbGxsUFxcbtBcXF0OhUDR5jkKhuGX/hu/FxcXw9fU16BMSEqLvU1JSYjBGXV0dysrKDMZp6n3+/B63i+WvZs+ejcTERP1rlUqFgIAADB8+HK6urk2ec6c0Gg3S09MxbNgw2Nnd+YJfujXm2TqYZ+tgnq2HubYOS+W54YqUMUQttOzt7REaGoqMjAzExcUBAHQ6HTIyMpCQkNDkOZGRkcjIyMDMmTP1benp6YiMjAQABAYGQqFQICMjQ19YqVQqZGdnY9q0afoxlEolcnNzERoaCgDYtWsXdDodIiIi9H3++c9/QqPR6P/npKeno1u3bvDw8DAqlr+SyWSQyWSN2u3s7Cz2B82SY9MNzLN1MM/WwTxbD3NtHebOsyljiboYHgASExOxbt06fPrppzh+/DimTZuGqqoqTJw4EQAwfvx4zJ49W99/xowZSEtLw4oVK1BQUIA33ngD+/fv1xdmEokEM2fOxOLFi/HNN9/gyJEjGD9+PPz8/PTFXI8ePTBixAhMmTIF+/btwy+//IKEhASMHTsWfn5+AICnnnoK9vb2mDx5MvLz87Flyxa8++67BjNSt4uFiIiI2jbR12iNGTMGly9fRlJSEoqKihASEoK0tDT9IvPz589DKr1RD0ZFRWHjxo2YO3cu5syZg6CgIKSmphrsWzVr1ixUVVVh6tSpUCqVGDBgANLS0vR7aAHAhg0bkJCQgKFDh+o3LF21apX+uJubG3bu3Inp06cjNDQUXl5eSEpK0u+hZWwsRERE1HZJBEGw/o54BKD+kqabmxvKy8stskZr+/btGDlyJKelLYh5tg7m2TqYZ+thrq3DUnk25fNb9EuHRERERK0VCy0iIiIiC2GhRURERGQhLLSIiIiILISFFhEREZGFsNAiIiIishDR99Fqyxp21jBlK39jaTQaVFdXQ6VS8dZhC2KerYN5tg7m2XqYa+uwVJ4bPreN2SGLhZaIKioqAAABAQEiR0JERESmqqiogJub2y37cMNSEel0Oly8eBEuLi6QSCRmHbvhgdUXLlww+2aodAPzbB3Ms3Uwz9bDXFuHpfIsCAIqKirg5+dn8PSapnBGS0RSqRQdOnSw6Hu4urryD7EVMM/WwTxbB/NsPcy1dVgiz7ebyWrAxfBEREREFsJCi4iIiMhCWGi1UjKZDPPnz4dMJhM7lFaNebYO5tk6mGfrYa6toznkmYvhiYiIiCyEM1pEREREFsJCi4iIiMhCWGgRERERWQgLLSIiIiILYaHVCq1evRqdO3eGXC5HREQE9u3bJ3ZIrU5ycjLuu+8+uLi4wNvbG3FxcThx4oTYYbVq//rXvyCRSDBz5kyxQ2mVCgsL8fTTT6Ndu3ZwcHBA7969sX//frHDalW0Wi3mzZuHwMBAODg44J577sGiRYuMel4e3dyPP/6Iv/3tb/Dz84NEIkFqaqrBcUEQkJSUBF9fXzg4OCA6OhqnTp2yWnwstFqZLVu2IDExEfPnz0deXh769u2LmJgYlJSUiB1aq7J3715Mnz4dv/76K9LT06HRaDB8+HBUVVWJHVqrlJOTgzVr1qBPnz5ih9IqXb16FQ888ADs7OywY8cOHDt2DCtWrICHh4fYobUqS5YswYcffoj3338fx48fx5IlS7B06VK89957YofWolVVVaFv375YvXp1k8eXLl2KVatWISUlBdnZ2XByckJMTAxqamqsE6BArUp4eLgwffp0/WutViv4+fkJycnJIkbV+pWUlAgAhL1794odSqtTUVEhBAUFCenp6cKgQYOEGTNmiB1Sq/Paa68JAwYMEDuMVi82NlaYNGmSQdsTTzwhxMfHixRR6wNA+N///qd/rdPpBIVCISxbtkzfplQqBZlMJmzatMkqMXFGqxVRq9XIzc1FdHS0vk0qlSI6OhpZWVkiRtb6lZeXAwA8PT1FjqT1mT59OmJjYw1+r8m8vvnmG4SFhWH06NHw9vZGv379sG7dOrHDanWioqKQkZGBkydPAgAOHTqEn3/+GQ8//LDIkbVeZ86cQVFRkcHfH25uboiIiLDa5yIfKt2KlJaWQqvVwsfHx6Ddx8cHBQUFIkXV+ul0OsycORMPPPAAgoODxQ6nVdm8eTPy8vKQk5Mjdiit2u+//44PP/wQiYmJmDNnDnJycvDiiy/C3t4eEyZMEDu8VuP111+HSqVC9+7dYWNjA61WizfffBPx8fFih9ZqFRUVAUCTn4sNxyyNhRbRXZo+fTqOHj2Kn3/+WexQWpULFy5gxowZSE9Ph1wuFzucVk2n0yEsLAxvvfUWAKBfv344evQoUlJSWGiZ0eeff44NGzZg48aN6NWrFw4ePIiZM2fCz8+PeW7FeOmwFfHy8oKNjQ2Ki4sN2ouLi6FQKESKqnVLSEjAtm3bsHv3bnTo0EHscFqV3NxclJSUoH///rC1tYWtrS327t2LVatWwdbWFlqtVuwQWw1fX1/07NnToK1Hjx44f/68SBG1Tq+++ipef/11jB07Fr1798b//d//4aWXXkJycrLYobVaDZ99Yn4ustBqRezt7REaGoqMjAx9m06nQ0ZGBiIjI0WMrPURBAEJCQn43//+h127diEwMFDskFqdoUOH4siRIzh48KD+KywsDPHx8Th48CBsbGzEDrHVeOCBBxptT3Ly5El06tRJpIhap+rqakilhh+7NjY20Ol0IkXU+gUGBkKhUBh8LqpUKmRnZ1vtc5GXDluZxMRETJgwAWFhYQgPD8fKlStRVVWFiRMnih1aqzJ9+nRs3LgRX3/9NVxcXPTX+t3c3ODg4CBydK2Di4tLozVvTk5OaNeuHdfCmdlLL72EqKgovPXWW3jyySexb98+rF27FmvXrhU7tFblb3/7G95880107NgRvXr1woEDB/D2229j0qRJYofWolVWVuL06dP612fOnMHBgwfh6emJjh07YubMmVi8eDGCgoIQGBiIefPmwc/PD3FxcdYJ0Cr3NpJVvffee0LHjh0Fe3t7ITw8XPj111/FDqnVAdDk1/r168UOrVXj9g6W8+233wrBwcGCTCYTunfvLqxdu1bskFodlUolzJgxQ+jYsaMgl8uFLl26CP/85z+F2tpasUNr0Xbv3t3k38cTJkwQBKF+i4d58+YJPj4+gkwmE4YOHSqcOHHCavFJBIFb0hIRERFZAtdoEREREVkICy0iIiIiC2GhRURERGQhLLSIiIiILISFFhEREZGFsNAiIiIishAWWkREREQWwkKLiIiIyEJYaBERmYlWq0VUVBSeeOIJg/by8nIEBATgn//8p0iREZFYuDM8EZEZnTx5EiEhIVi3bh3i4+MBAOPHj8ehQ4eQk5MDe3t7kSMkImtioUVEZGarVq3CG2+8gfz8fOzbtw+jR49GTk4O+vbtK3ZoRGRlLLSIiMxMEAQMGTIENjY2OHLkCF544QXMnTtX7LCISAQstIiILKCgoAA9evRA7969kZeXB1tbW7FDIiIRcDE8EZEFfPzxx3B0dMSZM2fwxx9/iB0OEYmEM1pERGaWmZmJQYMGYefOnVi8eDEA4IcffoBEIhE5MiKyNs5oERGZUXV1NZ555hlMmzYNgwcPxr///W/s27cPKSkpYodGRCLgjBYRkRnNmDED27dvx6FDh+Do6AgAWLNmDV555RUcOXIEnTt3FjdAIrIqFlpERGayd+9eDB06FHv27MGAAQMMjsXExKCuro6XEInaGBZaRERERBbCNVpEREREFsJCi4iIiMhCWGgRERERWQgLLSIiIiILYaFFREREZCEstIiIiIgshIUWERERkYWw0CIiIiKyEBZaRERERBbCQouIiIjIQlhoEREREVkICy0iIiIiC/l/O+gD7qmG0e0AAAAASUVORK5CYII=", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAu4AAAHHCAYAAADgVt2pAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAACgLklEQVR4nOzdfVyN9/8H8Nc53ZzuS7onCaHcRSnFGCI002YIm9yMMRnL2Pi6mZutuZ0ZW8PXbJYxN2tjFsndTAth7gm5VyIV0d05n98f/Tpfp3NKcXI6ej0fjx7qc32uz/U+H9c51/t8rs91XRIhhAAREREREVVrUl0HQERERERET8fEnYiIiIhIDzBxJyIiIiLSA0zciYiIiIj0ABN3IiIiIiI9wMSdiIiIiEgPMHEnIiIiItIDTNyJiIiIiPQAE3ciIiIiIj3wTIn7/Pnz0bRpUygUCpXy69evw8TEBH///bdWgqsuynq92hYWFob+/ftX6Tae1yeffAJ/f//naqNXr14YOXKkWvkvv/wCW1tbPHz48Lna1waJRIJPP/1U12HUSFeuXIFEIsGaNWuUZZ9++ikkEolO4tHm+7+6vMfbtWuHyZMn6zoMItKBe/fuwdzcHNu3b1dbpo1jvLbVr18fQ4cO1XUYat5//31069btmdZ9rmOBqKTs7Gxha2srVq9erbbs3XffFR07dlQpCw8PFwCEpaWlePTokdo6Fy5cEAAEALFgwYLKhlPlynq9AMTYsWPV6n/22WcCgBg2bJiQy+WV2tbRo0eFVCoVx48fL7OOm5tbmcvOnDkjgoODhbm5uahVq5Z4++23xZ07dyq0bTc3N+X/w5M/7733nkq927dvC5lMJn777bdnivHAgQPCwMBApKSkqJQXFRWJpk2bihkzZqitI5fLxQ8//CCCgoJE7dq1haGhobC3txfdunUT3333ncjLy6vQa6wMAGLmzJlaay88PFyYm5trrb0X7fvvv1fZLwwMDISLi4sIDw8XN27c0Oq2UlNTBQDx/fffK8tmzpwpnuHj6rmV9/4HIEaMGKFxvalTpyrrZGRkKMuf9z0uRPG+tGfPHrXyQ4cOibFjxwovLy9hZmYmXF1dRb9+/cT58+fV6m7ZskWYmZmJ27dvl7utqvL333+L9u3bC1NTU+Ho6CjGjRsnHjx4UOH1V61aJZo2bSpkMplo1KiRWLp0qcZ6N27cEP369RPW1tbC0tJSvP766+LSpUvP1eaTgoKCyjwWaPo8BSCioqJU6pX12QtANGrUSKVuWlqaGDp0qLC3txcmJiaidevW4pdfflHbdsn7pfSPTCZTq1vRNoUQ4ueffxatW7cWMplM2NnZieHDh6vs32xTt21u2bJFdO/eXTg7OwtjY2NRp04d0bdvX3Hy5Em1uh988IFo06aNWnlFjvHPa8+ePWXu86V/hCh+j4SHh1dZPM/i8uXLwsjISOzevVul/M6dO+KDDz4QTZo0ESYmJsLe3l60bdtWTJ48WeUzriLHgrJU+kj45ZdfCisrK/H48WO1YI2MjMS6detUysPDw4WhoaEwMDAQGzZsUGtv5syZwsTEpNom7mW9Xk0f1lFRUQKACA8Pr3TSXsLPz0+88847KmVxcXHK30sO6kVFRSI+Pl5Zfv36dWFnZycaNmwovvrqK/HZZ5+JWrVqiVatWon8/PynbtfNzU14e3uLtWvXqvwkJSWp1e3fv7945ZVXVMri4+NFUVGRSoylYxdCiD59+oju3burtfnrr78KiUSilgQ+evRIBAcHCwAiMDBQREVFidWrV4uFCxeK3r17CwMDAzF8+PCnvr7Kevz4sSgsLNRaey9L4j579myxdu1asXLlSjFixAhhYGAgGjZsqPb+eB6aEvfCwkKtbqOiynv/m5iYCBsbG43vL3d3d+XnWukD8bO8x5OSkkRmZqYQQjVx/+eff8T9+/eFEEL07dtXODk5iXHjxomVK1eKOXPmCEdHR2Fubq524JbL5cLJyUlMnz69ch2iBceOHVMmH99++634z3/+I2QymejRo0eF1o+OjhYARN++fcWKFSvEO++8IwCIL774QqXegwcPhIeHh3BwcBDz5s0TixcvFq6urqJu3bri7t27z9TmkzZv3izMzc3LTdy7deum9pl66tQplXq//vqrWp25c+cKAOL9999X1svOzhaNGjUSlpaWYtq0aWLZsmWiY8eOAoCIiYlRabMkcf/2229V2i19fK5Mm998840AILp27SqWL18upkyZIszMzETLli1V3h9sU3dtzpo1SwwYMEB88cUXYtWqVWLu3LmiQYMGwtTUVC1BPHPmjAAgEhISRGmajvHalJaWprbP161bVzRt2lStXAgh8vLyREFBQZXF8yzGjx8vGjdurFJ27949Ua9ePWFjYyMiIyPFihUrRFRUlBg4cKCwtLQUqampKvU1HQsqotKJe8uWLcXbb7+tVr548WJhamqqNmpSkrB0795dhIaGqq3n4eEh+vbtW20T97Jeb+kP6/nz5wsAYsiQIc+ctAshxMKFC4W5ubmyHx88eCA6d+4sunXrJlJTU4Wbm5s4fvy4aNu2rRg4cKBQKBRCCCHGjBkjTE1NxdWrV5VtxcfHCwDiu+++e+p23dzcREhISIVi3LRpk5BIJMqRK4VCIfr37y98fX3F8ePHhZubm7h8+bLo3r276Natm/K1pKenC0NDQ7Fq1Sq1Nl9//XXRoUMHtfL33ntPABBLlizRGMuFCxfE8uXLy423sLCwQl9eqpI+JO4PHz4sc1lJ4n748GGV8o8//lgA0Pil/FlpStx1pbz3f2hoqJBKpSI2NlZl2d9//61MAjUl7s/yHl+0aJGoX7++2LRpkwgPDxdbt24VH3zwgWjatKk4ceKEcrul9/MLFy4ImUwmBg8erPYaIiIihJubm/IzpDJK9odn0bNnT+Hs7Cyys7OVZStXrhQAxI4dO8pd99GjR6J27dpqn1WDBw8W5ubmyi83Qggxb948AUAcOnRIWXb27FlhYGAgpkyZ8kxtlnj8+LGoX7++mD17drmJu6byipgzZ44AIP7++29lWckx5slESy6Xi7Zt2wonJyeV//uSxF3T6O2TKtpmfn6+sLGxER07dlTZX7Zu3SoAqJydYJu6abMsaWlpwtDQUO3suRBCNG/eXGPiWPoY/yI0a9ZMdOrU6YVt73kUFBQIOzs7MW3aNJXykv+rJ9+3JbKzs9UGgEofCyqqUp+8ly9fFgDEmjVr1JZ17NhRvPrqq2rlJQnLmjVrhEwmU44OCVF8aheA2Lx5s1rifu/ePTFx4kTRvHlzYW5uLiwtLUWPHj00nlZYunSp8PLyEqampsLGxkb4+PiofBPNyckR48ePF25ubsLY2FjY29uLoKAgkZyc/Myv98kP5UWLFgkA4u2339aYtF+5ckX07t1bmJmZCXt7ezFhwgQRFxcnAKid8v73338FALFlyxaV8tjYWOHt7S2MjY1Fu3btxF9//aWy3MHBQfTr109t240bNxZdu3Yt93UK8b/EPT8/v9wETgghsrKyhEQiEYsXL1Yp379/v2jXrp0wNjYW3t7eaqfaVq9eLQCIK1euqJQ/fvxYGBsbi08//VSl/Nq1a8LAwKDCI3FC/C/pW7Bggfjyyy9FgwYNhFQqFceOHRP5+fli+vTpok2bNsLKykqYmZmJDh06qJ3qEkJ9qkzJgTAlJUWEh4cLa2trYWVlJYYOHSpyc3OfGpemxL2kz//66y/Rtm1bIZPJhLu7u/jhhx9U6pUkSQcOHBAffvihsLOzE2ZmZiI0NFTjVKjt27eLDh06CDMzM2FhYSF69eqlNspXEs/FixdFz549hYWFhejTp0+Z8ZeVuG/btk0AEJ9//rmyrDL9fP/+fREeHi6srKyEtbW1GDJkiDh27NhTp8qUl9yX/r+ryvf/q6++Kvr376+y7P333xctWrQoM3l61vd4amqq6NevnzA3NxcuLi5i0aJFFRqFatOmjcZT4r/99psAII4ePfrUNkp71sQ9OztbGBoaikmTJqmU5+fnCwsLizKnHpX4448/BADxxx9/qJQfPHhQAFCO0AkhRNu2bUXbtm3V2ujevbto2LDhM7VZYtasWaJevXri0aNHT03cHz16VOmzRZ6ensLd3V2lrHfv3sLe3l6t7oIFCwQAsXPnTmVZyb53584dkZ2dXeaXs4q2mZycLABoHCSxsLAQgYGBbFPHbZZFoVAIKysrMWDAALVlH374obCxsVHbP8o6xpeWkJAgJBKJ2pm7mJgYAUB888035a7/pPIS99JTZUo+f/766y8xbtw4YWdnJ6ytrcWoUaNEfn6+uH//vnjnnXeEjY2NsLGxEZMmTVJ7jXK5XHz55ZfCy8tLyGQy4eDgIEaNGqXxi3ppu3fvFgDE3r17Vcrfe+89YWBgUOHB27KOBU9TqYtTDx48CABo06aNSnlhYSEOHz6sVv6kN998ExKJBFu2bFGWrVu3Dk2bNtW43uXLlxEbG4vXXnsNixcvxqRJk3Dy5El06tQJt27dUtZbuXIlPvjgA3h5eWHJkiWYNWsWvL29kZSUpKwzevRofPvtt+jbty+++eYbfPTRRzA1NcXZs2ef6fU+6auvvsLEiRMxaNAgrFmzBlKpapfm5uaiS5cu2LVrFz744AP85z//wcGDB/Hxxx9rbM/LywumpqZqF/hKpVKVi/Oe/P3mzZu4c+cOfH191drz8/PDsWPHyn2dJXbv3g0zMzNYWFigfv36+OqrrzTWs7a2RsOGDSsVI1Dcn7Vr14abm5tKeXJyMgoKCtT6+c8//4RcLsfbb79dofif9P333+Prr7/GqFGjsGjRItja2iInJwerVq3Cq6++innz5uHTTz9FRkYGgoODcfz48Qq1279/fzx48ABRUVHo378/1qxZg1mzZlU6vhIXL17EW2+9hW7dumHRokWoVasWhg4ditOnT6vVHTduHP7991/MnDkTY8aMwdatWxEREaFSZ+3atQgJCYGFhQXmzZuH6dOn48yZM+jQoQOuXLmiUreoqAjBwcFwcHDAwoUL0bdv30rHX9JmrVq1lGUV7WchBPr06YO1a9fi7bffxty5c3Hjxg2Eh4dXOo7yVOX7f9CgQdi6davyguqioiJs3LgRgwYNKnOdZ3mPl/xdUvbk7+URQiA9PR12dnZqy3x8fADghd5M4OTJkygqKlL7rDI2Noa3t/dTP6tKlpde38fHB1KpVLlcoVDgxIkTZX4mXrp0CQ8ePKhUmyWuXbuGL774AvPmzYOpqWm58a5Zswbm5uYwNTWFl5cX1q1bV279knjOnj2rtg/l5+dr3J6ZmRmA4s/R0ho0aABra2tYWlri7bffRnp6+jO1mZ+fDwAa65qamuLYsWPKi7fZpm7afFJWVhYyMjJw8uRJvPvuu8jJyUHXrl3V6vn4+CArK0vteFPWMb60Ll264P3330dUVBSOHj0KALh9+zbGjRuHoKAgjB49utz1n9e4ceOQkpKCWbNm4fXXX8eKFSswffp09O7dG3K5HJ9//jk6dOiABQsWYO3atSrrvvfee5g0aRLat2+Pr776CsOGDUNMTAyCg4NRWFhY7nYPHjwIiUSC1q1bq5S7ublBLperbassZR0LnqoyWf60adMEALVh/YsXLwoA4uuvv1Zb58mRxrfeeks5+lsyx3LWrFkqo6Ql8vLy1L61pKamCplMJmbPnq0s69Onj2jWrFm5cVtbWz/TKcuyXq8QxaMpJRcVDRw4UDm/u7SS0fgnT6c/fvxYNG3aVOOIuxDFo+Q9e/YUQhSfRu/WrZvo1q2buHz5sspp9EGDBgmFQiEOHz4sAIgff/xRra1JkyYJAE+9gLN3795i3rx5IjY2Vvz3v/8Vr7zyigAgJk+erLF+9+7dhaenpxCi+Bv9oEGD1KbKlMRd0n8dOnQQPj4+am2tWrVKAFCbh/vhhx8KAGpnWfLz80VGRoby58n5qiX7kpWVldpodFFRkdppxfv37wtHR0e1efIoY8S9dL033nhD1K5dW2MfPamsEXcAYv/+/cqyO3fuCJlMJiZOnKgsKxldCAoKUhk1+PDDD4WBgYHIysoSQhTvKzY2NmLkyJEq20lLSxPW1tYq5SUXjX/yySdPjf3JGHbt2iUyMjLE9evXxaZNm4S9vb2QyWTi+vXryroV7efY2FgBQMyfP19l3ZJ9T1sj7lX1/h87dqzIzMwUxsbGylHZP/74Q0gkEnHlypVypytU9j2+ZMkSUb9+fbFx40blVJlx48apTJXRZO3atQKA+O9//6txubGxsRgzZkyl++ZZR9w3btyots+X6Nevn3Bycip3/bFjxwoDAwONy+zt7UVYWJgQQoiMjAwBQOVYUWL58uUCgDh37lyl2izx1ltvqYyIluwLpQUGBoolS5aI3377TXz77beiefPmFRqFnDhxogAgzpw5o1I+btw4IZVK1c5YhoWFCQAiIiJCWbZkyRIREREhYmJixKZNm8T48eOFoaGh8PDwUJmiVNE2MzIyhEQiUTsjcu7cOQEUX0RY8jnMNnXT5pOaNGmibMfCwkJMmzZN4yhwyVklTVMdnzzGlyc3N1c0atRINGvWTOTl5YmQkBBhZWWlMm23Ip5lxD04OFjlmBgQECAkEokYPXq0sqyoqEjUrVtXpe2//vpLAOrXCJTMhChdXtrbb7+t8biflpYm7O3tBQDRtGlTMXr0aLFu3TrlMVqTJ48FFVWpEfd79+7B0NAQFhYWauWA6qibJoMGDcLevXuRlpaG3bt3Iy0trcyRKZlMphy9lsvluHfvHiwsLNCkSRPlNzsAsLGxwY0bN3D48OEyt2tjY4OkpCSVkfqKKOv1ligZvXB3d4eBgYHGOnFxcahTpw5ef/11ZZmJiYnG2yGWqFWrFu7evQsAsLCwQGRkJHbu3Al3d3cAQKtWrZCYmIihQ4dCIpHg8ePHAIr7rDQTExMAUNYpy++//47JkyejT58+GD58OPbt24fg4GAsXrwYN27cKDdGiUSCoUOH4p9//kGrVq2UfbJz505ERkYq++/evXsa95Gy9p+cnBxlHzxp+/btsLe3V/6UHsEHgL59+8Le3l6lzMDAAMbGxgCKR+QyMzOVo39P7lPlKT2C8Morr+DevXvKWCvLy8sLr7zyivJve3t7NGnSBJcvX1arO2rUKJVR1ldeeQVyuRxXr14FAMTHxyMrKwsDBw7E3bt3lT8GBgbw9/fHnj171NocM2ZMpeINCgqCvb09XF1d8dZbb8Hc3By///476tatq6xT0X7evn07DA0NVWIwMDDAuHHjKhXT01TV+x8o3md79OiBn3/+GUDxWcTAwECN+2Tp9SrzHm/Xrh2OHj2Kt956S7nO0qVLsWbNGri6umrcxrlz5zB27FgEBASUeRbjyTjKc//+fZV9quQMw5Nld+/exaNHj8pt52mfVU/7nHr8+LFy3ypv/cp8Jla0TQDYs2cPNm/ejCVLlpQbJ1B8JmP8+PF4/fXXMXr0aCQnJ6N58+aYOnVqma9ToVBg/fr1aN26NTw9PVWWvfvuuzAwMED//v1x8OBBXLp0CVFRUfj1119VXg8AjB8/Hl9//TUGDRqEvn37YsmSJfjhhx+QkpKCb775ptJt2tnZoX///vjhhx+waNEiXL58GX/99RcGDBgAIyMjlbpsUzdtPun7779HXFwcvvnmG3h6euLx48eQy+Vq9UqOuZo+Ayr62WBmZoY1a9bg7Nmz6NixI/744w98+eWXqFev3lPXfV4jRoxQOSb6+/tDCIERI0YoywwMDODr66tyTN24cSOsra3RrVs3lc8vHx8fWFhYaDxWPqmsXMbR0RH//vsvRo8ejfv37yM6OhqDBg2Cg4MD5syZAyGE2joV7ecnafUBTJqCelKvXr1gaWmJDRs2ICYmBm3btkWjRo001lUoFPjyyy/h4eEBmUwGOzs72Nvb48SJE8jOzlbW+/jjj2FhYQE/Pz94eHhg7Nixaqcd5s+fj1OnTsHV1RV+fn749NNPNSZGlRUeHo7evXvj888/x5dffqmxztWrV9GwYUO109plvW6guB+frN+jRw+1OgYGBsr7h5acRis5/fakvLw8lToVJZFI8OGHH6KoqAh79+59aozdunXT+OWldOzl7SOll1laWgKA2n3d27dvj/j4eMTHx6N79+4a2ypJgEr74Ycf0LJlS5iYmKB27dqwt7fHH3/8obJPlaf0h1HJm/f+/fsVWv9p7ZW0qam9p207JSUFQPHpyye/2Njb22Pnzp24c+eOyvqGhoYqCXdFLF++HPHx8di0aRN69eqFu3fvakyOKtLPV69ehbOzs1pi3KRJk0rF9DRV9f4vMWjQIMTHx+PatWuIjY0td5pMicq+x/39/TUeKPz9/WFjY6NWnpaWhpCQEFhbW2PTpk1lDiyUjqMsrVu3VtmfSr5cld7P5s+fX247T/usetrnlKmpKQoKCjQue3L9ynwmVrTNoqIifPDBB3jnnXfQtm3bcuPUxNjYGBEREcjKytI4vQEA9u3bh5s3b2Lw4MFqy1q2bIl169bh0qVLaN++PRo1aoSlS5cqv0SU9wUTKN5PnZycsGvXrmdq87vvvkOvXr3w0UcfoWHDhujYsSNatGiB3r17q9Rlm7prs0RAQACCg4MxZswY7NixAz/99BOmTJmiVq/kmKvpM6Cinw1A8TF5zJgxOHToEIKDgzF8+PAKrfe8Sh8Tra2tAUBtMMPa2lrlmJqSkoLs7Gw4ODiofYY9fPhQ7VipSVm5jLOzM7799lvcvn0b58+fx9KlS2Fvb48ZM2bgv//9r8Z2KvuMEsPKVK5duzaKiorw4MEDZVJVUg48PXmRyWR488038cMPP+Dy5cvlPuDm888/x/Tp0zF8+HDMmTMHtra2kEqlmDBhgsqDUDw9PXH+/Hls27YNcXFx2Lx5M7755hvMmDFDOfe4f//+eOWVV/Drr79i586dWLBgAebNm4ctW7agZ8+elX69JQwNDfHLL7+gR48emDhxImxsbDBs2LBy+6Ai7t+/Dw8PD43LSs9TBop3FKB4bllpt2/fhq2trcbk6mlKdv7MzEyNMWqaN1tWjEBxf2raR57cf55MJJs2bQoAOHXqlHIkHyhOFoKCggAAP/30k8ZtaUoAfvrpJwwdOhShoaGYNGkSHBwcYGBggKioKFy6dEljO6WVlwA9i8q097S6Je+LtWvXwsnJSa2eoaHq2/3Js1oV5efnp5wLHBoaig4dOmDQoEE4f/688gCijX5+mrI+6DSNKlXV+7/E66+/DplMhvDwcOTn51fooRqVfY8/6ckHU2mSnZ2Nnj17IisrC3/99RdcXFzKrJuVlVXm+/hJMTExKiN7Jf0YHx+vUq9BgwbltvO0z6ryYi1ZXy6X486dO3BwcFCWFxQU4N69e8r1Sz7zytoOAGXdirb5448/4vz58/juu+/U/o8ePHiAK1euwMHBQTn3WJPyPlOB4n6WSqUYOHCgxuVvvfUWXn/9dfz777+Qy+Vo06aNcmClcePGZW73ye2X3nZF27S2tsZvv/2Ga9eu4cqVK3Bzc4ObmxsCAwNhb2+v8gWSbeqmTU1q1aqFLl26ICYmBgsXLlRZVnI81vQZUN4xvrT8/HxlPJcuXcKjR4/KfR9oS1nHRE3lTx5TFQoFHBwcEBMTo3H90mfrSysrl3mSRCJB48aN0bhxY4SEhMDDwwMxMTF49913VeqVdywoS6US95JEKjU1FS1btlSW16tXD6ampkhNTX1qG4MGDcLq1ashlUoRFhZWZr1Nmzahc+fOat9QNB1ozM3NMWDAAAwYMAAFBQV488038dlnn2HKlCnK06LOzs54//338f777+POnTto06YNPvvss3IP3GW93ieZmJjg999/R+fOnTFy5EjY2NjgjTfeUC53c3PDmTNn1L5VXbx4UWN7RUVFuH79usrUmqepU6cO7O3tceTIEbVlhw4dgre3d4XbelLJqKSmnTg1NVUlma6Ipk2bYvPmzRrLS9ps0aKFsrxnz54wMDBATEyMxhGoytq0aRMaNGiALVu2qPxfzJw587nbrg4aNmwIAHBwcFB+salKJcl4586dsWzZMnzyyScAKt7Pbm5uSEhIwMOHD1VGjc6fP//UbZeMPmdlZamUl0wbKq2q3v9A8ZfE0NBQ/PTTT+jZs+dTD3bP8h6vqLy8PPTu3RsXLlzArl274OXlVWbdmzdvoqCgQG1Khibt27dX+btk+lxl97PmzZvD0NAQR44cUfmCU1BQgOPHjz/1S0/JZ9mRI0fQq1cvZfmRI0egUCiUy6VSKVq0aKHxMzEpKQkNGjRQfhmraJvXrl1DYWGhWl8AxUn9jz/+iF9//RWhoaFlxl/eZ2p+fj42b96MV199tdwvMMbGxioj/iUj6E/7vxBC4MqVK2oX1FW2zXr16ilHOkvOHmi6sJ1t6q7N0h4/fqzxrHJJzqbpM6Ayx/iZM2fi7NmzWLhwIT7++GN88sknWLp0aYXW1YWGDRti165daN++faVnIwDFx4aYmBhkZ2crR/nL06BBA9SqVUttIOFZjwWVGm4LCAgAALUPQyMjI/j6+mr8kCytc+fOmDNnDpYtW6ZxVLCEgYGB2qjjxo0bcfPmTZWykvnRJYyNjeHl5QUhBAoLCyGXy9V2WAcHB7i4uGg8jfqksl5vaVZWVoiLi0OjRo0wcOBAJCQkKJcFBwfj5s2b+P3335VleXl5WLlypca2zpw5g7y8PAQGBpa7zdL69u2Lbdu24fr168qyhIQEXLhwAf369VOWFRYW4ty5cyo7UGZmptpIZWFhIb744gsYGxujc+fOKsuys7Nx6dKlSscYEBCA+/fvq01T8PHxgbGxsVo/16tXD8OHD8eff/6JZcuWaWyzMiPdJd/Cn1wnKSkJiYmJFW6jOgsODoaVlRU+//xzjVfFZ2RkaH2br776Kvz8/LBkyRLlFISK9nOvXr1QVFSEb7/9Vlkml8vx9ddfP3W7VlZWsLOzw/79+1XKn5y/W9JeVb//AeCjjz7CzJkzMX369KfWfdb3+NPI5XIMGDAAiYmJ2LhxozL+spRM19B2HOWxtrZGUFAQfvrpJ+VdXYDis0QPHz5U+ax69OgRzp07pzL/s0uXLrC1tVXZZwDg22+/hZmZGUJCQpRlb731Fg4fPqzy/3f+/Hns3r1bZTsVbTMsLAy//vqr2g9QvC//+uuvykfFa3qvPXjwAEuWLIGdnZ3yjj5P2r59O7Kysio1SJGSkoLo6Gi89tprKiOvmrb/7bffIiMjQ+O0rIq0qcmUKVNQVFSEDz/8kG1WgzY1TfG4cuUKEhISNN5hKTk5GdbW1mjWrJlKeWWO8UlJSVi4cCEmTJiAiRMnYtKkSVi2bBn27dv31HV1pX///pDL5ZgzZ47asqKiIrUBodICAgIghFCb8paUlITc3Fy1+ocOHcK9e/fUpoE+67GgUiPuDRo0QPPmzbFr1y61OUx9+vTBf/7zH+Tk5MDKyqrMNqRSKaZNm/bUbb322muYPXs2hg0bhsDAQJw8eRIxMTFqp2K7d+8OJycntG/fHo6Ojjh79iyWLVuGkJAQWFpaIisrC3Xr1sVbb72FVq1awcLCArt27cLhw4exaNGiZ369pdnb2yM+Ph7t27dHaGgoEhIS4Ofnh/feew/Lli3DwIEDMX78eDg7OyMmJkZ5JqD0Kf/4+HiYmZkp57ZW1NSpU7Fx40Z07twZ48ePx8OHD7FgwQK0aNFCZfrOzZs34enpifDwcOUp999//x1z587FW2+9BXd3d2RmZmLdunU4deoUPv/8c7UvWLt27VLeyq8yQkJCYGhoiF27dmHUqFHKchMTE3Tv3h27du3C7NmzVdZZsmQJUlNTMW7cOKxfvx69e/eGg4MD7t69i7///htbt26t8Jzo1157DVu2bMEbb7yBkJAQpKamIjo6Gl5eXmrz6PWRlZUVvv32W7zzzjto06YNwsLCYG9vj2vXruGPP/5A+/bty/wC9DwmTZqEfv36Yc2aNRg9enSF+7l3795o3749PvnkE1y5cgVeXl7YsmVLha83ePfdd/HFF1/g3Xffha+vL/bv348LFy6o1Hnw4MELef+3atWqwqNTz/oef5qJEyfi999/R+/evZGZmak2jaz0bVXj4+NRr149jSOwVemzzz5DYGAgOnXqhFGjRuHGjRtYtGgRunfvrpJUHjp0CJ07d8bMmTOV0ypNTU0xZ84cjB07Fv369UNwcDD++usv/PTTT/jss89ga2urXP/999/HypUrERISgo8++ghGRkZYvHgxHB0dMXHiRGW9irbZtGlT5VmY0tzd3VVG2pcvX47Y2Fj07t0b9erVw+3bt7F69Wpcu3YNa9eu1XgxbExMDGQyWbm3ZfXy8kK/fv1Qr149pKam4ttvv4WtrS2io6NV6rm5uWHAgAFo0aIFTExMcODAAaxfvx7e3t547733nqnNL774AqdOnYK/vz8MDQ0RGxuLnTt3Yu7cuWpz/tmmbtps0aIFunbtCm9vb9SqVQspKSn473//qxyIKy0+Ph69e/dWy0MqeozPy8tDeHg4PDw88NlnnwEAZs2aha1bt2LYsGE4efIkzM3Ny21DFzp16oT33nsPUVFROH78OLp37w4jIyOkpKRg48aN+Oqrr5Q3AtCkQ4cOqF27Nnbt2oUuXbooy9euXYuYmBi88cYbygHJs2fPYvXq1TAxMcHUqVNV2nnmY0Gl7kEjip+QamFhIR49eqRSXvJUzNIPq6jIEyPLuh3kxIkThbOzszA1NRXt27cXiYmJolOnTiq39fnuu+9Ex44dRe3atYVMJhMNGzYUkyZNUt7yKj8/X0yaNEm0atVKWFpaCnNzc9GqVasKPxigrNeLMm4BdvbsWWFnZydsbW2VD725fPmyCAkJEaampsLe3l5MnDhR+dCpf/75R2V9f39/jU9qrIhTp06J7t27CzMzM2FjYyMGDx4s0tLSVOqU9PWTt1Y6cuSI6N27t6hTp44wNjYWFhYWokOHDuKXX37RuJ0BAwZofMppRbz++usaHwi1ZcsWIZFIxLVr19SWFRUVie+//1506dJF2NraCkNDQ2FnZye6du0qoqOjVR5uomlfKqFQKMTnn38u3NzchEwmE61btxbbtm0T4eHhysfMl0AZt4MsfWu/kttSlX6UcWnlPYCptNL7eFkPP9qzZ4/GW4ru2bNHBAcHC2tra2FiYiIaNmwohg4dKo4cOVJuPOUpKwYhim/t2rBhQ9GwYUNRVFRUqX6+d++eeOedd5QPYHrnnXcq9AAmIYqfeDlixAhhbW0tLC0tRf/+/cWdO3dU/u9e9Pv/SWXtM8/zHi9Pp06dlLeA0/TzJLlcLpydndWe/FdRz/PkVCGKb8cWGBgoTExMhL29vRg7dqzIyclRqVOyfz/5PiyxYsUK0aRJE2FsbCwaNmwovvzyS40PGbp+/bp46623hJWVlbCwsBCvvfaaSElJ0RhTRdssTdO+sHPnTtGtWzfh5OQkjIyMhI2NjejevbvGx8sLUfxgKhMTE/Hmm2+Wu62wsDDh6uoqjI2NhYuLixg9erRIT09Xq/fuu+8KLy8vYWlpKYyMjESjRo3Exx9/rNbHlWlz27Ztws/PT1haWgozMzPRrl27Mo8RbFM3bc6cOVP4+vqKWrVqCUNDQ+Hi4iLCwsI03jL27Nmzylv8llbRY3zJLYmTkpJUyo8cOSIMDQ0rdavZZ7kdZOnjUVmfuWUd71asWCF8fHyEqampsLS0FC1atBCTJ08Wt27demq8H3zwgWjUqJFK2YkTJ8SkSZNEmzZtlLmKs7Oz6Nevn8YH3T3rsaDSn7xZWVnC1tZW42Prhw8f/swJXXVV3ut9Hl9++aUAIG7cuKEsO3bsmJBIJOLYsWNa3ZY23b59W5iYmKg95r2i9u/fL6RSqbhw4YJKeVFRkWjcuPEzJxJEVUHb7//q8h7/9ddfhampaYUOUET08hk/frxo3bq12pfT5z3G1xSXLl0SRkZGGr/4VMTzHAskQlT+dhjz5s3D999/jzNnzqjcleLatWto3LgxEhISNF7Ao6/Ker0V9fjxY5ULIPLy8tC6dWvI5XKVU/thYWFQKBT45ZdftBJ3Vfjkk0+we/duHDp06Jnb6NmzJ+rWras2z3/Dhg0YM2YMrl279tRbmxG9KM/7/n9SdXmPBwQE4JVXXnnq7RuJ6OVz7949uLm54ZdfflG5IBvQzjG+phgzZgwuXryodnetinieY8EzJe5UOT179kS9evXg7e2N7Oxs/PTTTzh9+jRiYmIqdM9nIiIiIqJKXZxKzyY4OBirVq1CTEwM5HI5vLy8sH79egwYMEDXoRERERGRnuCIOxERERGRHni+CZtERERERPRCMHEnIiIiItIDnONeQykUCty6dQuWlpZqD18gIiKi6kkIgQcPHsDFxeW573RF+oeJew1169YtuLq66joMIiIiegbXr19H3bp1dR0GvWBM3GsoS0tLAMVvfCsrK622XVhYiJ07dyofI0zPj31aNdiv2sc+rRrsV+3T1z7NycmBq6ur8jhONUuNTtyXL1+OBQsWIC0tDa1atcLXX38NPz+/Mutv3LgR06dPx5UrV+Dh4YF58+apPLxACIGZM2di5cqVyMrKQvv27fHtt9/Cw8NDWSczMxPjxo3D1q1bIZVK0bdvX3z11VcaHzh08eJFtG7dGgYGBsjKyqpULE9TMj3GysqqShJ3MzMzWFlZ6dWHYXXGPq0a7FftY59WDfar9ul7n3Kaa81UYydHbdiwAZGRkZg5cyaOHj2KVq1aITg4GHfu3NFY/+DBgxg4cCBGjBiBY8eOITQ0FKGhoTh16pSyzvz587F06VJER0cjKSkJ5ubmCA4ORl5enrLO4MGDcfr0acTHx2Pbtm3Yv38/Ro0apba9wsJCDBw4EK+88sozxUJEREREL5cam7gvXrwYI0eOxLBhw+Dl5YXo6GiYmZlh9erVGut/9dVX6NGjByZNmgRPT0/MmTMHbdq0wbJlywAUj7YvWbIE06ZNQ58+fdCyZUv8+OOPuHXrFmJjYwEAZ8+eRVxcHFatWgV/f3906NABX3/9NdavX49bt26pbG/atGlo2rQp+vfvX+lYiIiIiOjlUyMT94KCAiQnJyMoKEhZJpVKERQUhMTERI3rJCYmqtQHip+IWlI/NTUVaWlpKnWsra3h7++vrJOYmAgbGxv4+voq6wQFBUEqlSIpKUlZtnv3bmzcuBHLly9/pliIiIiI6OVTI+e43717F3K5HI6Ojirljo6OOHfunMZ10tLSNNZPS0tTLi8pK6+Og4ODynJDQ0PY2toq69y7dw9Dhw7FTz/9VObc86fFokl+fj7y8/OVf+fk5AAonpJTWFhY5nrPoqQ9bbdbk7FPqwb7VfvYp1WD/ap9+tqn+hYvaVeNTNyrs5EjR2LQoEHo2LGjVtuNiorCrFmz1Mp37twJMzMzrW6rRHx8fJW0W5OxT6sG+1X72KdVg/2qffrWp48ePdJ1CKRDNTJxt7Ozg4GBAdLT01XK09PT4eTkpHEdJyencuuX/Jueng5nZ2eVOt7e3so6pS9+LSoqQmZmpnL93bt34/fff8fChQsBFM+dVygUMDQ0xIoVKzB8+PCnxqLJlClTEBkZqfy75HZS3bt3r5K7ysTHx6Nbt256eaV+dcQ+rRrsV+1jn1YN9qv26Wuflpwxp5qpRibuxsbG8PHxQUJCAkJDQwEUP0k0ISEBERERGtcJCAhAQkICJkyYoCyLj49HQEAAAMDd3R1OTk5ISEhQJuo5OTlISkrCmDFjlG1kZWUhOTkZPj4+AIoTdYVCAX9/fwDF89flcrlyG7/99hvmzZuHgwcPok6dOhWKRROZTAaZTKZWbmRkVGUfWFXZdk3FPq0a7FftY59WDfar9ulbn+pTrKR9NTJxB4DIyEiEh4fD19cXfn5+WLJkCXJzczFs2DAAwJAhQ1CnTh1ERUUBAMaPH49OnTph0aJFCAkJwfr163HkyBGsWLECQPH9VCdMmIC5c+fCw8MD7u7umD59OlxcXJRfDjw9PdGjRw+MHDkS0dHRKCwsREREBMLCwuDi4qKs86QjR45AKpWiefPmyrKnxUJEREREL58am7gPGDAAGRkZmDFjBtLS0uDt7Y24uDjlRZ/Xrl2DVPq/m+4EBgZi3bp1mDZtGqZOnQoPDw/ExsaqJNSTJ09Gbm4uRo0ahaysLHTo0AFxcXEwMTFR1omJiUFERAS6du2qfADT0qVLKxV7RWIhIiIiopeLRAghdB0EvXg5OTmwtrZGdnZ2lcxx3759O3r16sVTelrCPq0a7FftY59WDfar9ulrn1bl8Zuqvxp5H3ciIiIiIn3DxJ2IiIiISA/U2DnuVDUe5hchI/sxMvOBtJw8yIzkkEgkkEoAqUQCqUQCiRQwKPldWQ7l3xKJRNcvg4iIiKjaYeJOWhV3Kg0fbfwXgCFmHd3/TG2oJPmlEnup9Mkk/8kvBPj/ZcW/ywwNYGpsADNjA5ga/e93e0sZHK1M4GhlAicrE9StZYraFuq3ySQiIiKqbpi4k1ZJJYCJkRSFRXJIJFIohICikpc/KwSgEALAi7lu2s7CGI0dLdHY0RLerjbwb2ALZ2vTF7JtIiIioopi4k5a9WabuujdwvH/r9QPVl6pL/4/gS9O5AWEAOQKoUzsy1sulOX4/7//97tcob5coRDIL1LgUYEcjwqKkFcox6MCOXLzi5DxIB9pOXlIy8lHenYe0h/k4e7DAtx9eA8HL91Tvg5XW1O0c6+N7s2c8IqHHUyMDHTVpUREREQAmLjTCyKRSGAgAQxQveavPyoowsU7D3E+7QHO3n6AI1czcepmNq5nPsb1zBvYmHwD5sYG6NzUAa+3ckGXpg4wNOA13URERPTiMXGnGs3M2BAt69qgZV0bZdmDvEIkX72PveczsON0Gm5n52HbidvYduI2XKxNMMi/Hga0rQd7S86NJyIioheHiTtRKZYmRni1iQNebeKAGa954d8bWdh+8jY2Jd/Arew8LNx5AV8lpKBvm7oY19UDdWw4H56IiIiqHhN3onJIpRK0rlcLrevVwsTuTfDnqdtYm3gVR69lYf3h69h89AbC2tbD2M6N4GRtoutwiYiI6CXGybpEFWRiZIA3WtfFlvfbY9PoAAQ2rI1CucDaf67i1YV7sHzPReQXyXUdJhEREb2kmLgTPQPf+rZYN7Idfh7ZDr5utZBXqMCCHefR86u/8PfFu7oOj4iIiF5CTNyJnkNAw9rYODoASwZ4w85ChssZuRi8KgmfbD6BB3mFug6PiIiIXiJM3Imek0QiQWjrOkiY2AnhAW6QSID1h6+jx5K/kPjEveGJiIiIngcTdyItsTY1wqw+zfHzyHZwtTXFzazHGLzqHyzfcxGKyj4+loiIiKgUJu5EWtauQW38Ob4j+vnUhUIAC3acx3s/JSOHU2eIiIjoOTBxJ6oCFjJDLOjXCl+82QLGBlLEn0lHn2V/43zaA12HRkRERHqKiTtRFQrzq4eNowPgYm2C1Lu5eOObv7H3/B1dh0VERER6iIk7URVr5WqDreM6IKBBbTwqkGPED0ew8ch1XYdFREREeoaJO9ELUNtChh+G++GN1nUgVwhM2nQCSxNSIAQvWiUiIqKKYeJO9IIYG0qxuH8rjHm1IQBgcfwFzPjtNO84Q0RERBXCxJ3oBZJIJPi4R1PM6dMMEgmw9p+r+E/sKSbvRERE9FRM3Il04J2A+ljUrxWkEuDnQ9cw9deTTN6JiIioXEzciXTkzTZ18eUAb0j//0mrH28+ATmTdyIiIiqDoa4DIKrJ+njXgUQiwYcbjmNj8g0AwLy+LSGVSnQcGREREVU3HHEn0rHXW7lgaVhrGEgl2Jh8A59vP8u7zRAREZEaJu5E1UBIS2fM79sSALDqQCq+2XtJxxERERFRdcPEnaia6OtTF9NCPAEAC3acx7qkazqOiIiIiKoTJu5E1ci7rzTA2M7F93n/T+xJbD95W8cRERERUXXBxJ2omvmoexMM8q8HIYDx64/h4KW7ug6JiIiIqgEm7kTVjEQiwZw+zRHSwhmFcoHRa5NxKSNX12ERERGRjjFxJ6qGDKQSLOrfCj5utZCTV4R31x7Fg0JdR0VERES6xMSdqJoyMTLAind8UM/WDDfuP8aqcwbIK5TrOiwiIiLSkRqduC9fvhz169eHiYkJ/P39cejQoXLrb9y4EU2bNoWJiQlatGiB7du3qywXQmDGjBlwdnaGqakpgoKCkJKSolInMzMTgwcPhpWVFWxsbDBixAg8fPhQufz8+fPo3LkzHB0dYWJiggYNGmDatGkoLPzfcOuaNWsgkUhUfkxMTLTQI1Td1LaQ4fthbWFtaogrDyX4eMsp3uOdiIiohqqxifuGDRsQGRmJmTNn4ujRo2jVqhWCg4Nx584djfUPHjyIgQMHYsSIETh27BhCQ0MRGhqKU6dOKevMnz8fS5cuRXR0NJKSkmBubo7g4GDk5eUp6wwePBinT59GfHw8tm3bhv3792PUqFHK5UZGRhgyZAh27tyJ8+fPY8mSJVi5ciVmzpypEo+VlRVu376t/Ll69aqWe4iqi4b2Flg+0BsGEoHtp9J5j3ciIqIaqsYm7osXL8bIkSMxbNgweHl5ITo6GmZmZli9erXG+l999RV69OiBSZMmwdPTE3PmzEGbNm2wbNkyAMWj7UuWLMG0adPQp08ftGzZEj/++CNu3bqF2NhYAMDZs2cRFxeHVatWwd/fHx06dMDXX3+N9evX49atWwCABg0aYNiwYWjVqhXc3Nzw+uuvY/Dgwfjrr79U4pFIJHByclL+ODo6Vl1nkc75u9uir7sCALBw53nsOa/5CyYRERG9vAx1HYAuFBQUIDk5GVOmTFGWSaVSBAUFITExUeM6iYmJiIyMVCkLDg5WJuWpqalIS0tDUFCQcrm1tTX8/f2RmJiIsLAwJCYmwsbGBr6+vso6QUFBkEqlSEpKwhtvvKG23YsXLyIuLg5vvvmmSvnDhw/h5uYGhUKBNm3a4PPPP0ezZs3KfM35+fnIz89X/p2TkwMAKCwsVJmGow0l7Wm73ZqssLAQ7R0FhI0LNh69hfE/H8Pm0f6oX9tc16HpNe6r2sc+rRrsV+3T1z7Vt3hJu2pk4n737l3I5XK1UWpHR0ecO3dO4zppaWka66elpSmXl5SVV8fBwUFluaGhIWxtbZV1SgQGBuLo0aPIz8/HqFGjMHv2bOWyJk2aYPXq1WjZsiWys7OxcOFCBAYG4vTp06hbt67G+KOiojBr1iy18p07d8LMzEzjOs8rPj6+StqtydoZXcNhCwNceViEd747gA9byGFioOuo9B/3Ve1jn1YN9qv26VufPnr0SNchkA7VyMRdH2zYsAEPHjzAv//+i0mTJmHhwoWYPHkyACAgIAABAQHKuoGBgfD09MR3332HOXPmaGxvypQpKmcMcnJy4Orqiu7du8PKykqrsRcWFiI+Ph7dunWDkZGRVtuuqUr6tGdwN7TrpMAb3/6DtAf52P+oLr7s3wISiUTXIeol7qvaxz6tGuxX7dPXPi05Y041U41M3O3s7GBgYID09HSV8vT0dDg5OWlcx8nJqdz6Jf+mp6fD2dlZpY63t7eyTumLX4uKipCZmam2XVdXVwCAl5cX5HI5Ro0ahYkTJ8LAQH141cjICK1bt8bFixfLfM0ymQwymUzjulX1gVWVbddURkZGqGNmhG/f9sGA7xLxx6k0BHrYYbC/m65D02vcV7WPfVo12K/ap299qk+xkvbVyItTjY2N4ePjg4SEBGWZQqFAQkKCykj2kwICAlTqA8Wn10rqu7u7w8nJSaVOTk4OkpKSlHUCAgKQlZWF5ORkZZ3du3dDoVDA39+/zHgVCgUKCwuhUCg0LpfL5Th58qTKFwZ6ufm41cKk4CYAgFlbz+DMLY7AEBERvexq5Ig7AERGRiI8PBy+vr7w8/PDkiVLkJubi2HDhgEAhgwZgjp16iAqKgoAMH78eHTq1AmLFi1CSEgI1q9fjyNHjmDFihUAiu/yMmHCBMydOxceHh5wd3fH9OnT4eLigtDQUACAp6cnevTogZEjRyI6OhqFhYWIiIhAWFgYXFxcAAAxMTEwMjJCixYtIJPJcOTIEUyZMgUDBgxQfsuePXs22rVrh0aNGiErKwsLFizA1atX8e67777gXiRdGvlKA/xz+R72nM9AxLqj+H1cB1jIauxbmoiI6KVXY4/yAwYMQEZGBmbMmIG0tDR4e3sjLi5OeXHptWvXIJX+74REYGAg1q1bh2nTpmHq1Knw8PBAbGwsmjdvrqwzefJk5ObmYtSoUcjKykKHDh0QFxen8nCkmJgYREREoGvXrpBKpejbty+WLl2qXG5oaIh58+bhwoULEELAzc0NERER+PDDD5V17t+/j5EjRyItLQ21atWCj48PDh48CC8vr6rsMqpmpFIJFvX3Rq+v/sLlu7mY9utJfDnAm/PdiYiIXlISwccw1kg5OTmwtrZGdnZ2lVycun37dvTq1Ytz8bSkvD49lJqJgSv/gVwhsGSAN0Jb19FRlPqH+6r2sU+rBvtV+/S1T6vy+E3VX42c4070MvFzt8W4Lo0AANN/O4Xb2Y91HBERERFVBSbuRC+BsZ0boVVdazzIK8KkjSegUPBEGhER0cuGiTvRS8DIQIrFA7xhYiTFgYt38WPiFV2HRERERFrGxJ3oJdHQ3gJTenoCAKL+PIeLdx7qOCIiIiLSJibuRC+Rd9q54RUPO+QXKfDRxn8h55QZIiKilwYTd6KXiFQqwfy3WsJSZojj17M4ZYaIiOglwsSd6CXjbG2Kj3s2BQAs2HEeN+4/0nFEREREpA1M3IleQoP86qFt/Vp4VCDH9NhT4OMaiIiI9B8Td6KXkFQqQdSbLWBsIMWe8xn4/d9bug6JiIiInhMTd6KXVCMHS4ztXPxgptlbz+B+boGOIyIiIqLnwcSd6CU25tWGaOxogXu5BVi487yuwyEiIqLnwMSd6CVmbCjF7D7NAQDrDl3DqZvZOo6IiIiInhUTd6KXXLsGtfFaS2cIAczaepoXqhIREekpJu5ENcDUXp4wMZLi8JX7vFCViIhITzFxJ6oBXGxMMfbV4gtVo7afQ25+kY4jIiIiospi4k5UQ4zs2ACutqZIy8nDN3sv6jocIiIiqiQm7kQ1hImRAaaFeAEAVu5PxdV7uTqOiIiIiCqDiTtRDdLdyxGveNihQK7A/B28PSQREZE+YeJOVINIJBJM7eUJiQT448Rt/Hs9S9chERERUQUxcSeqYTydrfBG6zoAgC/+PMfbQxIREekJJu5ENVBkt8YwNpAi8fI97LuQoetwiIiIqAKYuBPVQHVrmSE80A1A8ai7QsFRdyIiouqOiTtRDfX+q41gaWKIc2kP8Nu/N3UdDhERET0FE3eiGqqWuTHGvNoQALBwxwUUFCl0HBERERGVh4k7UQ02LNAdDpYy3Mx6jE3JN3QdDhEREZWDiTtRDWZqbKAcdV++5yJH3YmIiKoxJu5ENdxAv3ocdSciItIDTNyJajgTI466ExER6QMm7kTEUXciIiI9wMSdiDjqTkREpAeYuBMRANVR943J13UdDhEREZXCxJ2IABSPuo/uVDzq/t2+y5DzaapERETVit4m7vn5+boOgeilE+bnChszI1zLfIS4U2m6DoeIiIieoDeJ+59//onw8HA0aNAARkZGMDMzg5WVFTp16oTPPvsMt27dqnSby5cvR/369WFiYgJ/f38cOnSo3PobN25E06ZNYWJighYtWmD79u0qy4UQmDFjBpydnWFqaoqgoCCkpKSo1MnMzMTgwYNhZWUFGxsbjBgxAg8fPlQuP3/+PDp37gxHR0eYmJigQYMGmDZtGgoLCysVC9GzMDM2xJCA+gCAFfsvQQiOuhMREVUX1T5x//XXX9G4cWMMHz4choaG+Pjjj7Flyxbs2LEDq1atQqdOnbBr1y40aNAAo0ePRkZGRoXa3bBhAyIjIzFz5kwcPXoUrVq1QnBwMO7cuaOx/sGDBzFw4ECMGDECx44dQ2hoKEJDQ3Hq1Cllnfnz52Pp0qWIjo5GUlISzM3NERwcjLy8PGWdwYMH4/Tp04iPj8e2bduwf/9+jBo1SrncyMgIQ4YMwc6dO3H+/HksWbIEK1euxMyZMysVC9GzCg9wg8xQin9vZOOfy5m6DoeIiIhKiGquXbt2Ytu2bUIul5db78aNG+Ljjz8WixcvrlC7fn5+YuzYscq/5XK5cHFxEVFRURrr9+/fX4SEhKiU+fv7i/fee08IIYRCoRBOTk5iwYIFyuVZWVlCJpOJn3/+WQghxJkzZwQAcfjwYWWdP//8U0gkEnHz5s0yY/3www9Fhw4dKhxLRWRnZwsAIjs7u8LrVFRBQYGIjY0VBQUFWm+7pnrRfTrt15PC7eNtInx10gvZnq5wX9U+9mnVYL9qn772aVUev6n6M9Tx94anSkxMrFC9OnXq4IsvvqhQ3YKCAiQnJ2PKlCnKMqlUiqCgoDK3l5iYiMjISJWy4OBgxMbGAgBSU1ORlpaGoKAg5XJra2v4+/sjMTERYWFhSExMhI2NDXx9fZV1goKCIJVKkZSUhDfeeENtuxcvXkRcXBzefPPNCseiSX5+vsp1ATk5OQCAwsJCtWk4z6ukPW23W5O96D4ND3BFTNJV7D2fgZPXM9HUyfKFbPdF476qfezTqsF+1T597VN9i5e0q9on7lXh7t27kMvlcHR0VCl3dHTEuXPnNK6TlpamsX5aWppyeUlZeXUcHBxUlhsaGsLW1lZZp0RgYCCOHj2K/Px8jBo1CrNnz65wLJpERUVh1qxZauU7d+6EmZlZmes9j/j4+CpptyZ7kX3aylaKY/ekmL3hb7zt8XLf1537qvaxT6sG+1X79K1PHz16pOsQSIf0JnG/ffs2EhISYGtri6CgIBgbGyuX5ebmYtGiRZgxY4YOI9SuDRs24MGDB/j3338xadIkLFy4EJMnT37m9qZMmaIySp+TkwNXV1d0794dVlZW2ghZqbCwEPHx8ejWrRuMjIy02nZNpYs+dW2VjTejk3As0wCL2r8KZ2uTF7LdF4n7qvaxT6sG+1X79LVPS86YU82kF4n74cOH0b17dygUChQWFqJOnTqIjY1Fs2bNAAAPHz7ErFmzKpy429nZwcDAAOnp6Srl6enpcHJy0riOk5NTufVL/k1PT4ezs7NKHW9vb2Wd0he/FhUVITMzU227rq6uAAAvLy/I5XKMGjUKEydOhIGBwVNj0UQmk0Emk6mVGxkZVdkHVlW2XVO9yD5tU98OAQ1qI/HyPfz4z3VMe83rhWxXF7ivah/7tGqwX7VP3/pUn2Il7av2d5UBgKlTp+KNN97A/fv3kZ6ejm7duqFTp044duzYM7VnbGwMHx8fJCQkKMsUCgUSEhIQEBCgcZ2AgACV+kDx6bWS+u7u7nByclKpk5OTg6SkJGWdgIAAZGVlITk5WVln9+7dUCgU8Pf3LzPeki8sCoWiQrEQacuoTg0AABsOX0dufpGOoyEiIqrZ9GLEPTk5GcuXL4dUKoWlpSW++eYb1KtXD127dsWOHTtQr169SrcZGRmJ8PBw+Pr6ws/PD0uWLEFubi6GDRsGABgyZAjq1KmDqKgoAMD48ePRqVMnLFq0CCEhIVi/fj2OHDmCFStWAAAkEgkmTJiAuXPnwsPDA+7u7pg+fTpcXFwQGhoKAPD09ESPHj0wcuRIREdHo7CwEBEREQgLC4OLiwsAICYmBkZGRmjRogVkMhmOHDmCKVOmYMCAAcpv2U+LhUhbOnnYw93OHKl3c/HrsZt4u52brkMiIiKqsfQicQegci90APjkk09gaGiI7t27Y/Xq1ZVub8CAAcjIyMCMGTOQlpYGb29vxMXFKS/6vHbtGqTS/52QCAwMxLp16zBt2jRMnToVHh4eiI2NRfPmzZV1Jk+ejNzcXIwaNQpZWVno0KED4uLiYGLyv7nBMTExiIiIQNeuXSGVStG3b18sXbpUudzQ0BDz5s3DhQsXIISAm5sbIiIi8OGHH1YqFiJtkEoleKedG2ZvO4MfE69gsH89SCQSXYdFRERUI+lF4t68eXMcPHgQLVu2VCn/6KOPoFAoMHDgwGdqNyIiAhERERqX7d27V62sX79+6NevX5ntSSQSzJ49W+UOMKXZ2tpi3bp1ZS4fMGAABgwYUHbQFYyFSFve8q2LhTvP40L6QyReuofARna6DomIiKhG0os57kOGDMHff/+tcdnkyZMxa9asZ5ouQ0RPZ2VihL5t6gIA1hy8ottgiIiIajC9SNzfffddrF27tszlH3/8MVJTU19gREQ1S3hg8dz2XWfTceM+7yFMRESkC3qRuBORbjVysESHRnZQCOCnf67pOhwiIqIaSS/muHfp0qVC9Xbv3l3FkRDVXEMC3HDg4l2sP3wNE4I8YGJkoOuQiIiIahS9SNz37t0LNzc3hISE8MEDRDrS1dMRdWuZ4sb9x/j9+C30b+uq65CIiIhqFL1I3OfNm4fvv/8eGzduxODBgzF8+HDe+pDoBTP4/1tDRv15Dj/+c4WJOxER0QumF3PcJ02ahDNnziA2NhYPHjxA+/bt4efnh+joaOTk5Og6PKIao7+vK4wNpDh1Mwcnb2TrOhwiIqIaRS8S9xIBAQFYuXIlbt++jbFjx2L16tVwcXFh8k70gtQyN0aP5k4AgJ8P8yJVIiKiF0mvEvcSR48exb59+3D27Fk0b96c896JXqAwv+IpMr8fv4Xc/CIdR0NERFRz6E3ifuvWLXz++edo3Lgx3nrrLdja2iIpKQn//PMPTE1NdR0eUY0R0KA26tc2w8P8Imw7cUvX4RAREdUYepG49+rVCw0bNkRSUhIWLFiAGzduYOHChfDy8tJ1aEQ1jkQiQZhf8ZOKfz50XcfREBER1Rx6cVeZuLg4ODs749q1a5g1axZmzZqlsd7Ro0dfcGRENdNbPnWxaOd5HL+ehbO3c+DpbKXrkIiIiF56epG4z5w5U9chENET7Cxk6ObliO0n07D+0DXM6sPbsxIREVU1Ju5E9EwG+tXD9pNp2HLsJj7p6QlTYz5JlYiIqCrpxRx3ANi+fTvOnTsHAEhJScEff/yh44iIarb2De3gamuKB3lF2H7ytq7DISIieunpTeLu7OyMDz/8EAAwfvx41KlTR8cREdVsUqkE/XyKbw25+egNHUdDRET08tObxL1169bw8/PDO++8Az8/P3h7e+s6JKIa743WxV+gEy/fw82sxzqOhoiI6OWmF3PcO3fuDIlEgvv37+Pff/+Ft7c39u3bB4lEgt27d+s6PKIay9XWDO0a2OKfy5n49egNRHTx0HVIRERELy29GHHfs2cPdu/ejcaNG+O7775D48aNlWVEpFt929QFAGw+ehNCCB1HQ0RE9PLSi8QdADZs2ABbW1uMHDkStWvXxoYNG3QdEhEB6NnCGaZGBki9m4uj17J0HQ4REdFLS28S9zZt2uDzzz8HAHz22Wdo3bq1jiMiIgCwkBmiZ3MnALxIlYiIqCrpTeLu4eGBWrVqAQBsbGzQuHFjHUdERCX6+hRPl9n27y3kFcp1HA0REdHLSS8uTi3RunVrSCQStXKJRAITExM0atQIQ4cORefOnXUQHVHNFdCgNlysTXArOw+7zqbjtZYuug6JiIjopaM3I+4A0KNHD1y+fBnm5ubo3LkzOnfuDAsLC1y6dAlt27bF7du3ERQUhN9++03XoRLVKFKpBG+0Kb415OZkTpchIiKqCno14n737l1MnDgR06dPVymfO3curl69ip07d2LmzJmYM2cO+vTpo6MoiWqmN9vUxfI9l7A/5S7uPMiDg6WJrkMiIiJ6qejViPsvv/yCgQMHqpWHhYXhl19+AQAMHDgQ58+ff9GhEdV4De0t0LqeDeQKgd+P39J1OERERC8dvUrcTUxMcPDgQbXygwcPwsSkeHRPoVAofyeiF+vN/3+S6u//MnEnIiLSNr2aKjNu3DiMHj0aycnJaNu2LQDg8OHDWLVqFaZOnQoA2LFjB7y9vXUYJVHN1auFMz7degYnbmQj9W4u3O3MdR0SERHRS0OvEvdp06bB3d0dy5Ytw9q1awEATZo0wcqVKzFo0CAAwOjRozFmzBhdhklUY9W2kKFDIzvsu5CB34/fwvggD12HRERE9NLQi6kyRUVFyt8HDx6MxMREZGZmIjMzE4mJiRg0aBDOnDkDADA1NeVUGSIder1V8a0gf/v3JoQQOo6GiIjo5aEXifvgwYPLXX7mzBl06dLlBUVDROXp3swRMkMpLmfk4vStHF2HQ0RE9NLQi8Q9MTERo0eP1rjs7Nmz6NKlCwIDA19wVESkiaWJEbp6OgDgRapERETapBeJ+44dO7B582blBaglzp07hy5duqBdu3bYuHGjjqIjotJeb1V8d5mt/96CQsHpMkRERNqgF4m7p6cntm/fjmXLlmHhwoUAipP2zp07o23btti0aRMMDAwq3e7y5ctRv359mJiYwN/fH4cOHSq3/saNG9G0aVOYmJigRYsW2L59u8pyIQRmzJgBZ2dnmJqaIigoCCkpKSp1MjMzMXjwYFhZWcHGxgYjRozAw4cPlcv37t2LPn36wNnZGebm5vD29kZMTIxKG2vWrIFEIlH54bx+qk5ebWIPS5khbmfn4fCVTF2HQ0RE9FLQi8QdANq2bYvY2FjMmDEDn376Kbp27QofHx9s2rQJhoaVvznOhg0bEBkZiZkzZ+Lo0aNo1aoVgoODcefOHY31Dx48iIEDB2LEiBE4duwYQkNDERoailOnTinrzJ8/H0uXLkV0dDSSkpJgbm6O4OBg5OXlKesMHjwYp0+fRnx8PLZt24b9+/dj1KhRKttp2bIlNm/ejBMnTmDYsGEYMmQItm3bphKPlZUVbt++rfy5evVqpfuAqKqYGBmgR3MnAJwuQ0REpDVCz/z666/C0NBQ9OrVSxQUFDxzO35+fmLs2LHKv+VyuXBxcRFRUVEa6/fv31+EhISolPn7+4v33ntPCCGEQqEQTk5OYsGCBcrlWVlZQiaTiZ9//lkIIcSZM2cEAHH48GFlnT///FNIJBJx8+bNMmPt1auXGDZsmPLv77//XlhbW1f8xWqQnZ0tAIjs7OznakeTgoICERsb+1z/P6RKH/t0/4U7wu3jbcJ71g5RUCTXdTga6WO/Vnfs06rBftU+fe3Tqjx+U/WnF/dxr1WrFiQSiUrZX3/9BUdHR5WyzMyKnZIvKChAcnIypkyZoiyTSqUICgpCYmKixnUSExMRGRmpUhYcHIzY2FgAQGpqKtLS0hAUFKRcbm1tDX9/fyQmJiIsLAyJiYmwsbGBr6+vsk5QUBCkUimSkpLwxhtvaNx2dnY2PD09VcoePnwINzc3KBQKtGnTBp9//jmaNWtW5mvOz89Hfn6+8u+cnOK7fRQWFqKwsLDM9Z5FSXvabrcm08c+9XW1gp2FMe4+LMCes2no3MRe1yGp0cd+re7Yp1WD/ap9+tqn+hYvaZdeJO5LlizRant3796FXC5XS/wdHR1x7tw5jeukpaVprJ+WlqZcXlJWXh0HBweV5YaGhrC1tVXWKe2XX37B4cOH8d133ynLmjRpgtWrV6Nly5bIzs7GwoULERgYiNOnT6Nu3boa24mKisKsWbPUynfu3AkzMzON6zyv+Pj4Kmm3JtO3PvWykGL/QylWxiXj8SWFrsMpk771qz5gn1YN9qv26VufPnr0SNchkA7pReIeHh6u6xB0Ys+ePRg2bBhWrlypMpoeEBCAgIAA5d+BgYHw9PTEd999hzlz5mhsa8qUKSpnDHJycuDq6oru3bvDyspKq3EXFhYiPj4e3bp1g5GRkVbbrqn0tU8drt7H/lWHcfaBMbp2fxUyw+p1WY2+9mt1xj6tGuxX7dPXPi05Y041U7VP3IUQatNknpednR0MDAyQnp6uUp6eng4nJyeN6zg5OZVbv+Tf9PR0ODs7q9Tx9vZW1il98WtRUREyMzPVtrtv3z707t0bX375JYYMGVLu6zEyMkLr1q1x8eLFMuvIZDLIZDKN61bVB1ZVtl1T6Vuf+jewh6OVDOk5+Ui6koWuno5PX0kH9K1f9QH7tGqwX7VP3/pUn2Il7atew18aNGvWDOvXr0dBQUG59VJSUjBmzBh88cUXT23T2NgYPj4+SEhIUJYpFAokJCSojGQ/KSAgQKU+UHx6raS+u7s7nJycVOrk5OQgKSlJWScgIABZWVlITk5W1tm9ezcUCgX8/f2VZXv37kVISAjmzZuncseZssjlcpw8eVLlCwNRdSCVStCzefF++cfJ2zqOhoiISL9V+xH3r7/+Gh9//DHef/99dOvWDb6+vnBxcYGJiQnu37+PM2fO4MCBAzh9+jQiIiIwZsyYCrUbGRmJ8PBw+Pr6ws/PD0uWLEFubi6GDRsGABgyZAjq1KmDqKgoAMD48ePRqVMnLFq0CCEhIVi/fj2OHDmCFStWAAAkEgkmTJiAuXPnwsPDA+7u7pg+fTpcXFwQGhoKoPh+9D169MDIkSMRHR2NwsJCREREICwsDC4uLgCKp8e89tprGD9+PPr27auc+25sbAxbW1sAwOzZs9GuXTs0atQIWVlZWLBgAa5evYp3331Xa/1OpC0hLZ2x5uAVxJ9OR36RHDLDyj9zgYiIiPQgce/atSuOHDmCAwcOYMOGDYiJicHVq1fx+PFj2NnZoXXr1hgyZAgGDx6MWrVqVbjdAQMGICMjAzNmzEBaWhq8vb0RFxenvLj02rVrkEr/d0IiMDAQ69atw7Rp0zB16lR4eHggNjYWzZs3V9aZPHkycnNzMWrUKGRlZaFDhw6Ii4tTeThSTEwMIiIi0LVrV0ilUvTt2xdLly5VLv/hhx/w6NEjREVFKb80AECnTp2wd+9eAMD9+/cxcuRIpKWloVatWvDx8cHBgwfh5eVV6f4lqmo+9Wopp8scSLlbbafLEBERVXcSIQSfR14D5eTkwNraGtnZ2VVycer27dvRq1cvzsXTEn3v009/P401B6/gzTZ1sLi/t67DUdL3fq2O2KdVg/2qffrap1V5/Kbqr9rPcSci/derRfE89/gzxdNliIiIqPKYuBNRlfN1qwUHSxke5BXh74t3dR0OERGRXmLiTkRVTiqVKEfdt53g3WWIiIieBRN3InohOF2GiIjo+TBxJ6IXgtNliIiIno9eJO4jRoxAUlJSmcvv37+PLl26vMCIiKiyih/GVPyE4D9OpOk4GiIiIv2jF4n7999/j1dffRXff/+9xuUFBQXYt2/fC46KiCqr5/9Pl0k4l44iuULH0RAREekXvUjcgeKHG7333nsYP348FAoe8In0Udv6tqhtboysR4U4lJqp63CIiIj0it4k7mPHjkV8fDzWr1+P7t27IzOTB30ifWMglSDo/5+cGnea02WIiIgqQ28SdwDo1KkTDh06hHv37qFt27Y4deqUrkMiokrq8f/z3HecToNCwQc3ExERVZReJe4A4ObmhoMHD8LPzw+BgYHYsmWLrkMiokoIbFQbFjJDpOfk4/iNLF2HQ0REpDf0InGXSCQqf5uamuLnn3/Gf/7zH4SFhWHWrFk6ioyIKktmaIAuTR0AADtOcboMERFRRelF4i6E5tPpH3/8MX777TesX7/+BUdERM+jZLpM3Om0Mt/fREREpMpQ1wFUxPfffw9ra2uNy3r27ImkpCT8/PPPLzgqInpWnRrbQ2YoxdV7j3A+/QGaOlnpOiQiIqJqTy9G3MPDwyGTycpc7uHhgRkzZrzAiIjoeZjLDPGKhz0AII7TZYiIiCpELxJ3Inr5KKfLMHEnIiKqECbuRKQTQZ4OMJBKcC7tAa7czdV1OERERNUeE3ci0gkbM2MENKgNoPie7kRERFQ+Ju5EpDPBTzyMiYiIiMqnF3eVKe3Ro0e4du0aCgoKVMpbtmypo4iI6FkEezlixm+ncPRaFtJz8uBoZaLrkIiIiKotvUrcMzIyMGzYMPz5558al8vl8hccERE9DwcrE7R2tcHRa1nYcToNQwLq6zokIiKiakuvpspMmDABWVlZSEpKgqmpKeLi4vDDDz/Aw8MDv//+u67DI6Jn0IPTZYiIiCpErxL33bt3Y/HixfD19YVUKoWbmxvefvttzJ8/H1FRUboOj4ieQXCz4sT9n8uZyH5UqONoiIiIqi+9Stxzc3Ph4OAAAKhVqxYyMjIAAC1atMDRo0d1GRoRPSO32uZo6mQJuUIg4Vy6rsMhIiKqtvQqcW/SpAnOnz8PAGjVqhW+++473Lx5E9HR0XB2dtZxdET0rLp7OQLgdBkiIqLy6FXiPn78eNy+fRsAMHPmTPz555+oV68eli5dis8//1zH0RHRs+r+/9Nl9l3IwOMCXmRORESkiV7dVebtt99W/u7j44OrV6/i3LlzqFevHuzs7HQYGRE9j2YuVqhjY4qbWY+xPyVDOe+diIiI/kevRtxLMzMzQ5s2bZi0E+k5iUSiTNY5XYaIiEizaj/iHhkZiTlz5sDc3ByRkZHl1l28ePELioqItC24mSNW/52KhLN3UChXwMhAr8cViIiItK7aJ+7Hjh1DYWGh8nciejn51rdFbXNj3MstwKHUTLRvxDNpRERET6r2ifuePXs0/k5ELxcDqQRBno7YcOQ6dpxOY+JORERUil6dix4+fDgePHigVp6bm4vhw4frICIi0qbg5sW3hdx5Oh0KhdBxNERERNWLXiXuP/zwAx4/fqxW/vjxY/z444+Vbm/58uWoX78+TExM4O/vj0OHDpVbf+PGjWjatClMTEzQokULbN++XWW5EAIzZsyAs7MzTE1NERQUhJSUFJU6mZmZGDx4MKysrGBjY4MRI0bg4cOHyuV79+5Fnz594OzsDHNzc3h7eyMmJqbSsRDpo8CGdjA3NkBaTh5O3MzWdThERETVil4k7jk5OcjOzoYQAg8ePEBOTo7y5/79+9i+fbvyiaoVtWHDBkRGRmLmzJk4evQoWrVqheDgYNy5c0dj/YMHD2LgwIEYMWIEjh07htDQUISGhuLUqVPKOvPnz8fSpUsRHR2NpKQkmJubIzg4GHl5eco6gwcPxunTpxEfH49t27Zh//79GDVqlMp2WrZsic2bN+PEiRMYNmwYhgwZgm3btlUqFiJ9ZGJkgFebFr+XeXcZIiKiUoQekEgkQiqVlvljYGAg5s6dW6k2/fz8xNixY5V/y+Vy4eLiIqKiojTW79+/vwgJCVEp8/f3F++9954QQgiFQiGcnJzEggULlMuzsrKETCYTP//8sxBCiDNnzggA4vDhw8o6f/75p5BIJOLmzZtlxtqrVy8xbNiwCsdSEdnZ2QKAyM7OrvA6FVVQUCBiY2NFQUGB1tuuqWpSn/52/KZw+3ib6LxwT5Vvqyb164vCPq0a7Fft09c+rcrjN1V/ejHivmfPHiQkJEAIgU2bNmH37t3KnwMHDuDatWv4z3/+U+H2CgoKkJycjKCgIGWZVCpFUFAQEhMTNa6TmJioUh8AgoODlfVTU1ORlpamUsfa2hr+/v7KOomJibCxsYGvr6+yTlBQEKRSKZKSksqMNzs7G7a2thWOhUifdW5iDyMDCS5n5OLiHfVrWoiIiGqqan9XGQDo1KkTioqKEB4eDl9fX7i6uj5Xe3fv3oVcLoejo6NKuaOjI86dO6dxnbS0NI3109LSlMtLysqrU3pKj6GhIWxtbZV1Svvll19w+PBhfPfddxWORZP8/Hzk5+cr/87JyQEAFBYWKm+3qS0l7Wm73ZqsJvWpiQEQ0MAW+1Pu4c8TtzC6U4Mq21ZN6tcXhX1aNdiv2qevfapv8ZJ26UXiDhQnuJs2bcLMmTN1HcoLs2fPHgwbNgwrV65Es2bNnqutqKgozJo1S618586dMDMze662yxIfH18l7dZkNaVPneUSAAbYmJiCermav0xrU03p1xeJfVo12K/ap299+ujRI12HQDqkN4k7AHTp0gX79u1D/fr1n6sdOzs7GBgYID09XaU8PT0dTk5OGtdxcnIqt37Jv+np6XB2dlap4+3traxT+uLXoqIiZGZmqm1337596N27N7788ksMGTKkUrFoMmXKFJUnz+bk5MDV1RXdu3eHlZVVmes9i8LCQsTHx6Nbt24wMjLSats1VU3rU7+H+fhl/j5cy5WgdfsucLY2qZLt1LR+fRHYp1WD/ap9+tqnJWfMqWbSq8S9Z8+e+OSTT3Dy5En4+PjA3NxcZfnrr79eoXaMjY3h4+ODhIQEhIaGAgAUCgUSEhIQERGhcZ2AgAAkJCRgwoQJyrL4+HgEBAQAANzd3eHk5ISEhARlop6Tk4OkpCSMGTNG2UZWVhaSk5Ph4+MDANi9ezcUCgX8/f2V7e7duxevvfYa5s2bp3LHmYrGoolMJoNMJlMrNzIyqrIPrKpsu6aqKX3qXMsIPvVq4cjV+9hz4R7CA+tX6fZqSr++SOzTqsF+1T5961N9ipW0T68S9/fffx8AsHjxYrVlEokEcrm8wm1FRkYq58z7+flhyZIlyM3NxbBhwwAAQ4YMQZ06dRAVFQUAGD9+PDp16oRFixYhJCQE69evx5EjR7BixQrl9idMmIC5c+fCw8MD7u7umD59OlxcXJRfDjw9PdGjRw+MHDkS0dHRKCwsREREBMLCwuDi4gKgeHrMa6+9hvHjx6Nv377KeevGxsbKC1SfFgvRyyC4mROOXL2PHafTqjxxJyIi0gd6cVeZEgqFosyfyiTtADBgwAAsXLgQM2bMgLe3N44fP464uDjlRZ/Xrl3D7du3lfUDAwOxbt06rFixAq1atcKmTZsQGxuL5s2bK+tMnjwZ48aNw6hRo9C2bVs8fPgQcXFxMDH532n+mJgYNG3aFF27dkWvXr3QoUMHlYT7hx9+wKNHjxAVFQVnZ2flz5tvvlmpWIj0XXCz4qlfSamZuJ9boONoiIiIdE8ihNDL54rn5eWpJMRUOTk5ObC2tkZ2dnaVzHHfvn07evXqxVN6WlJT+7THkv04l/YAC/u1wls+dbXefk3t16rEPq0a7Fft09c+rcrjN1V/ejXiLpfLMWfOHNSpUwcWFha4fPkyAGD69On473//q+PoiEjbSkbd+RRVIiIiPUvcP/vsM6xZswbz58+HsbGxsrx58+ZYtWqVDiMjoqpQkrjvv5CBRwVFOo6GiIhIt/Qqcf/xxx+xYsUKDB48GAYGBsryVq1alfngJCLSX57OlnC1NUV+kQL7L2ToOhwiIiKd0qvE/ebNm2jUqJFauUKh4JPEiF5CEokEwV4l02XSn1KbiIjo5aZXibuXlxf++usvtfJNmzahdevWOoiIiKpa9/+fLpNwNh2FcoWOoyEiItIdvbqP+4wZMxAeHo6bN29CoVBgy5YtOH/+PH788Uds27ZN1+ERURXwcauF2ubGuJdbgH8u38MrHva6DomIiEgn9GrEvU+fPti6dSt27doFc3NzzJgxA2fPnsXWrVvRrVs3XYdHRFXAQCpBN6/i5yvs5HQZIiKqwfRqxB0AXnnlFcTHx+s6DCJ6gYKbOWH94evYeSYNs15vBqlUouuQiIiIXji9S9wBoKCgAHfu3IFCoTrftV69ejqKiIiqUmCj2rCQGSI9Jx//3shC63q1dB0SERHRC6dXU2VSUlLwyiuvwNTUFG5ubnB3d4e7uzvq168Pd3d3XYdHRFVEZmiAV5sUz23n3WWIiKim0qsR96FDh8LQ0BDbtm2Ds7MzJBKeLieqKYKbOWHbidvYeToNH/dowvc/ERHVOHqVuB8/fhzJyclo2rSprkMhohfs1Sb2MDaQ4vLdXFy88xAejpa6DomIiOiF0qupMl5eXrh7966uwyAiHbA0MUL7RrUBADtOp+k4GiIiohdPrxL3efPmYfLkydi7dy/u3buHnJwclR8ierkFN+NTVImIqObSq6kyQUFBAICuXbuqlAshIJFIIJfLdREWEb0gQV6OkP56EidvZuNm1mPUsTHVdUhEREQvjF4l7nv27NF1CESkQ3YWMvi62eLQlUzsPJ2GYe15NykiIqo59Cpx79Spk65DICId697MEYeuZGIHE3ciIqph9CJxP3HiRIXqtWzZsoojISJdC27mhLl/nMWh1Exk5hbA1txY1yERERG9EHqRuHt7e0MikUAIUWYdznEnqhlcbc3g6WyFs7dzsOtsOvr7uuo6JCIiohdCLxL31NRUXYdARNVIcDNHnL2dg52n05i4ExFRjaEXibubm5uuQyCiaiS4mROW7ErB/pS7yM0vgrlMLz7KiIiInote3cediAgAmjpZop6tGQqKFNh/IUPX4RAREb0QTNyJSO9IJBL0aF78MKY/Tt7WcTREREQvBhN3ItJLIS2cAQAJZ+/gUUGRjqMhIiKqekzciUgvtaxrjXq2ZnhcKMfuc3d0HQ4REVGV06vEvUuXLsjKylIrz8nJQZcuXV58QESkMxKJBCEti0fdt/3L6TJERPTy06vEfe/evSgoKFArz8vLw19//aWDiIhIl3q3dAEA7D5/Bw/yCnUcDRERUdXSi3uoPfnk1DNnziAtLU35t1wuR1xcHOrUqaOL0IhIhzydLdHA3hyXM3Kx62w63mhdV9chERERVRm9SNxLnpwqkUg0TokxNTXF119/rYPIiEiXJBIJXmvpgqUJKdj2720m7kRE9FLTi8Q9NTUVQgg0aNAAhw4dgr29vXKZsbExHBwcYGBgoMMIiUhXerd0xtKEFOxPyUD2o0JYmxnpOiQiIqIqoReJe8mTUxUKhY4jIaLqxsPREk2dLHEu7QF2nE5D/7auug6JiIioSuhF4v6klJQU7NmzB3fu3FFL5GfMmKGjqIhIl15r6YxzaQ+w9cQtJu5ERPTS0qvEfeXKlRgzZgzs7Ozg5OQEiUSiXCaRSJi4E9VQr7V0wcKdF3Dw0j3ce5iP2hYyXYdERESkdXp1O8i5c+fis88+Q1paGo4fP45jx44pf44ePVrp9pYvX4769evDxMQE/v7+OHToULn1N27ciKZNm8LExAQtWrTA9u3bVZYLITBjxgw4OzvD1NQUQUFBSElJUamTmZmJwYMHw8rKCjY2NhgxYgQePnyoXJ6Xl4ehQ4eiRYsWMDQ0RGhoqFoce/fuVV6s++TPk3fbIapJ6tuZo0Uda8gVAn+e4vuAiIheTnqVuN+/fx/9+vXTSlsbNmxAZGQkZs6ciaNHj6JVq1YIDg7GnTuan8B48OBBDBw4ECNGjMCxY8cQGhqK0NBQnDp1Slln/vz5WLp0KaKjo5GUlARzc3MEBwcjLy9PWWfw4ME4ffo04uPjsW3bNuzfvx+jRo1SLpfL5TA1NcUHH3yAoKCgcl/D+fPncfv2beWPg4PDc/YKkf7q3ar4YUy//3tLx5EQERFVDb1K3Pv164edO3dqpa3Fixdj5MiRGDZsGLy8vBAdHQ0zMzOsXr1aY/2vvvoKPXr0wKRJk+Dp6Yk5c+agTZs2WLZsGYDi0fYlS5Zg2rRp6NOnD1q2bIkff/wRt27dQmxsLADg7NmziIuLw6pVq+Dv748OHTrg66+/xvr163HrVnGyYW5ujm+//RYjR46Ek5NTua/BwcEBTk5Oyh+pVK/+O4m0qncrF0gkwKHUTNy4/0jX4RAREWmdXs1xb9SoEaZPn45//vkHLVq0gJGR6m3fPvjggwq1U1BQgOTkZEyZMkVZJpVKERQUhMTERI3rJCYmIjIyUqUsODhYmZSnpqYiLS1NZZTc2toa/v7+SExMRFhYGBITE2FjYwNfX19lnaCgIEilUiQlJeGNN96oUPwlvL29kZ+fj+bNm+PTTz9F+/bty6ybn5+P/Px85d85OTkAgMLCQhQWaveJkyXtabvdmox9+nR2Zobwr18L/6Tex6/J1zG6U4OnrsN+1T72adVgv2qfvvapvsVL2qVXifuKFStgYWGBffv2Yd++fSrLJBJJhRP3u3fvQi6Xw9HRUaXc0dER586d07hOWlqaxvol88pL/n1andLTWQwNDWFra1up+enOzs6Ijo6Gr68v8vPzsWrVKrz66qtISkpCmzZtNK4TFRWFWbNmqZXv3LkTZmZmFd52ZcTHx1dJuzUZ+7R87lIJ/oEBfvo7Ba4Pz+GJ69fLxX7VPvZp1WC/ap++9emjRzyjWJPpVeKempqq6xCqhSZNmqBJkybKvwMDA3Hp0iV8+eWXWLt2rcZ1pkyZonLGICcnB66urujevTusrKy0Gl9hYSHi4+PRrVs3tbMi9GzYpxXzSl4hNs/bh/THCtRv3QHNXMrft9mv2sc+rRrsV+3T1z4tOWNONZNeJe7aYmdnBwMDA6Snp6uUp6enlzmv3MnJqdz6Jf+mp6fD2dlZpY63t7eyTumLX4uKipCZmfnU+exP4+fnhwMHDpS5XCaTQSZTv0WekZFRlX1gVWXbNRX7tHy2Rkbo5umIP07exh+n0uHtVrtC67FftY99WjXYr9qnb32qT7GS9und1Yw3btzAN998g08++QSRkZEqPxVlbGwMHx8fJCQkKMsUCgUSEhIQEBCgcZ2AgACV+kDx6bWS+u7u7nByclKpk5OTg6SkJGWdgIAAZGVlITk5WVln9+7dUCgU8Pf3r3D8mhw/flzlCwNRTdXH2wUA8NvxW5ArhI6jISIi0h69GnFPSEjA66+/jgYNGuDcuXNo3rw5rly5AiFEmXO7yxIZGYnw8HD4+vrCz88PS5YsQW5uLoYNGwYAGDJkCOrUqYOoqCgAwPjx49GpUycsWrQIISEhWL9+PY4cOYIVK1YAKJ5jP2HCBMydOxceHh5wd3fH9OnT4eLiorwXu6enJ3r06IGRI0ciOjoahYWFiIiIQFhYGFxcXJSxnTlzBgUFBcjMzMSDBw9w/PhxAFCO3C9ZsgTu7u5o1qwZ8vLysGrVKuzevVtrd9wh0mevNnGAjZkR7jzIR+Kle+jgYafrkIiIiLRCrxL3KVOm4KOPPsKsWbNgaWmJzZs3w8HBAYMHD0aPHj0q1daAAQOQkZGBGTNmIC0tDd7e3oiLi1NeXHrt2jWV2ysGBgZi3bp1mDZtGqZOnQoPDw/ExsaiefPmyjqTJ09Gbm4uRo0ahaysLHTo0AFxcXEwMTFR1omJiUFERAS6du0KqVSKvn37YunSpSqx9erVC1evXlX+3bp1awDFt5wEiu+KM3HiRNy8eRNmZmZo2bIldu3ahc6dO1eqD4heRsaGUoS0cEZM0jX8euwmE3ciInppSERJNqgHLC0tcfz4cTRs2BC1atXCgQMH0KxZM/z777/o06cPrly5ousQ9UZOTg6sra2RnZ1dJRenbt++Hb169eJcPC1hn1bO4SuZ6BedCHNjAxyZ1g2mxgYa67FftY99WjXYr9qnr31alcdvqv70ao67ubk5CgoKABTfEvHSpUvKZXfv3tVVWERUzfjUq4W6tUyRWyDHrrPpT1+BiIhID+hV4t6uXTvlnVN69eqFiRMn4rPPPsPw4cPRrl07HUdHRNWFVCpBqHcdAMDmozd0HA0REZF26FXivnjxYuXdV2bNmoWuXbtiw4YNqF+/Pv773//qODoiqk7ebFOcuO+/kIG07DwdR0NERPT89Ori1AYN/vcIc3Nzc0RHR+swGiKqzhrYW6Bt/Vo4fOU+thy7gfdfbaTrkIiIiJ6LXo24ExFVRj8fVwDAxiM3oEfX4RMREWlU7Ufca9WqBYlEUqG6mZmZVRwNEemTXi2d8enW00i9m4sjV++jbX1bXYdERET0zKp94r5kyRJdh0BEespCZoiQFs7YmHwDG49cZ+JORER6rdon7uHh4boOgYj0WD9fV2xMvoFtJ25jZu9mMJdV+489IiIijar9ESwnJ6fCdfkgAiIqrW39Wqhf2wxX7j3C9pO30c/XVdchERERPZNqn7jb2Ng8dY67EAISiQRyufwFRUVE+kIikaCfrysW7DiPjUduMHEnIiK9Ve0T9z179ug6BCLSc33b1MWinedx6EomUu/mwt3OXNchERERVVq1T9w7deqk6xCISM85WZugY2N77D2fgU3J1zEpuKmuQyIiIqo0vbuP+19//YW3334bgYGBuHnzJgBg7dq1OHDggI4jI6LqrP//T5HZlHwDcgXv6U5ERPpHrxL3zZs3Izg4GKampjh69Cjy8/MBANnZ2fj88891HB0RVWddPR1Qy8wI6Tn52Hv+jq7DISIiqjS9Stznzp2L6OhorFy5EkZGRsry9u3b4+jRozqMjIiqO5mhAd7yqQsAiEm6puNoiIiIKk+vEvfz58+jY8eOauXW1tbIysp68QERkV4Z5O8GANhz/g6uZz7ScTRERESVo1eJu5OTEy5evKhWfuDAATRo0EAHERGRPnG3M0eHRnYQAlh/mKPuRESkX/QqcR85ciTGjx+PpKQkSCQS3Lp1CzExMfjoo48wZswYXYdHRHpgsH89AMCGwzdQUKTQcTREREQVV+1vB/mkTz75BAqFAl27dsWjR4/QsWNHyGQyfPTRRxg3bpyuwyMiPRDk5Qh7SxkyHuRj11lepEpERPpDr0bcJRIJ/vOf/yAzMxOnTp3CP//8g4yMDMyZM0fXoRGRnjAykCKsbfGtIX8+fF3H0RAREVWcXiXuJYyNjWFpaQlnZ2dYWFjoOhwi0jNhfvUglQD/pN5H+mNdR0NERFQxepW4FxUVYfr06bC2tkb9+vVRv359WFtbY9q0aSgsLNR1eESkJ+rYmKJLUwcAwN/pevUxSERENZhezXEfN24ctmzZgvnz5yMgIAAAkJiYiE8//RT37t3Dt99+q+MIiUhfDPZ3w66zd3DojgSPC+Qqz4YgIiKqjvQqcV+3bh3Wr1+Pnj17KstatmwJV1dXDBw4kIk7EVVYx8b2qGtjghtZedh64jYGB7jrOiQiIqJy6dU5YplMhvr166uVu7u7w9jY+MUHRER6y0AqUd4a8ofEaxBC6DgiIiKi8ulV4h4REYE5c+YgPz9fWZafn4/PPvsMEREROoyMiPRRP586MJYKXLjzEImX7uk6HCIionLp1VSZY8eOISEhAXXr1kWrVq0AAP/++y8KCgrQtWtXvPnmm8q6W7Zs0VWYRKQnrE2N4GcvcCBdgtV/pyKwkZ2uQyIiIiqTXiXuNjY26Nu3r0qZq6urjqIhopdBR2cFDqRLkXDuDq7ey4VbbXNdh0RERKSRXiXu33//va5DIKKXjKMp0MnDDvtS7mLNwSuY2buZrkMiIiLSSK/muJfIyMjAgQMHcODAAWRkZOg6HCLSc+GBxRepbjxyAw/y+EwIIiKqnvQqcc/NzcXw4cPh7OyMjh07omPHjnBxccGIESPw6NEjXYdHRHqqQ8PaaORggYf5Rdh45IauwyEiItJIrxL3yMhI7Nu3D1u3bkVWVhaysrLw22+/Yd++fZg4caKuwyMiPSWRSDCsfX0AwPcHU1EkV+g2ICIiIg30KnHfvHkz/vvf/6Jnz56wsrKClZUVevXqhZUrV2LTpk26Do+I9NibrevC1twY1zMfY/upNF2HQ0REpEavEvdHjx7B0dFRrdzBweGZpsosX74c9evXh4mJCfz9/XHo0KFy62/cuBFNmzaFiYkJWrRoge3bt6ssF0JgxowZcHZ2hqmpKYKCgpCSkqJSJzMzE4MHD4aVlRVsbGwwYsQIPHz4ULk8Ly8PQ4cORYsWLWBoaIjQ0FCNsezduxdt2rSBTCZDo0aNsGbNmkq/fiL6H1NjAwwNrA8A+HbvJT6QiYiIqh29StwDAgIwc+ZM5OXlKcseP36MWbNmISAgoFJtbdiwAZGRkZg5cyaOHj2KVq1aITg4GHfu3NFY/+DBgxg4cCBGjBiBY8eOITQ0FKGhoTh16pSyzvz587F06VJER0cjKSkJ5ubmCA4OVol38ODBOH36NOLj47Ft2zbs378fo0aNUi6Xy+UwNTXFBx98gKCgII2xpKamIiQkBJ07d8bx48cxYcIEvPvuu9ixY0el+oCIVA0JcIOZsQHO3s7B/pS7ug6HiIhIldAjJ06cEC4uLqJ27dqiS5cuokuXLqJ27dqiTp064tSpU5Vqy8/PT4wdO1b5t1wuFy4uLiIqKkpj/f79+4uQkBCVMn9/f/Hee+8JIYRQKBTCyclJLFiwQLk8KytLyGQy8fPPPwshhDhz5owAIA4fPqys8+effwqJRCJu3rypts3w8HDRp08ftfLJkyeLZs2aqZQNGDBABAcHP+VV/092drYAILKzsyu8TkUVFBSI2NhYUVBQoPW2ayr2adXQ1K+zt54Wbh9vEwO+O6jDyPQX99WqwX7VPn3t06o8flP1p1f3cW/RogVSUlIQExODc+fOAQAGDhyIwYMHw9TUtMLtFBQUIDk5GVOmTFGWSaVSBAUFITExUeM6iYmJiIyMVCkLDg5GbGwsgOJR8LS0NJVRcmtra/j7+yMxMRFhYWFITEyEjY0NfH19lXWCgoIglUqRlJSEN954o0LxJyYmqo3GBwcHY8KECWWuk5+fj/z8fOXfOTk5AIDCwkIUFmr39ncl7Wm73ZqMfVo1NPVreDtX/Jh4Bf9czsThyxnwdrXRUXT6iftq1WC/ap++9qm+xUvapTeJe2FhIZo2bYpt27Zh5MiRz9XW3bt3IZfL1ebLOzo6Kr8QlJaWlqaxflpamnJ5SVl5dRwcHFSWGxoawtbWVlmnIsqKJScnB48fP9b4JSYqKgqzZs1SK9+5cyfMzMwqvO3KiI+Pr5J2azL2adUo3a+tbaU4lCHFnE3/YEQT3mHmWXBfrRrsV+3Ttz7l7a9rNr1J3I2MjFTmilPlTJkyReWMQU5ODlxdXdG9e3dYWVlpdVuFhYWIj49Ht27dYGRkpNW2ayr2adUoq18b33mInl8fxMn7UjRp+woa2pvrMEr9wn21arBftU9f+7TkjDnVTHqTuAPA2LFjMW/ePKxatQqGhs8eup2dHQwMDJCenq5Snp6eDicnJ43rODk5lVu/5N/09HQ4Ozur1PH29lbWKX3xa1FRETIzM8vcbmVisbKyKnPKkEwmg0wmUys3MjKqsg+sqmy7pmKfVo3S/epZpxa6eTki/kw6Vvx1BYsHeOsuOD3FfbVqsF+1T9/6VJ9iJe3Tq7vKHD58GFu2bEG9evUQHByMN998U+WnooyNjeHj44OEhARlmUKhQEJCQpl3pwkICFCpDxSfXiup7+7uDicnJ5U6OTk5SEpKUtYJCAhAVlYWkpOTlXV2794NhUIBf3//Csf/tFiI6Pl90MUDABB7/CYuZTx8Sm0iIqKqp1cj7jY2Nujbt69W2oqMjER4eDh8fX3h5+eHJUuWIDc3F8OGDQMADBkyBHXq1EFUVBQAYPz48ejUqRMWLVqEkJAQrF+/HkeOHMGKFSsAFD95ccKECZg7dy48PDzg7u6O6dOnw8XFRXkvdk9PT/To0QMjR45EdHQ0CgsLERERgbCwMLi4uChjO3PmDAoKCpCZmYkHDx7g+PHjAKAcuR89ejSWLVuGyZMnY/jw4di9ezd++eUX/PHHH1rpGyICWtS1RpCnA3advYNluy/iS466ExGRjulV4v79999rra0BAwYgIyMDM2bMQFpaGry9vREXF6e86PPatWuQSv93QiIwMBDr1q3DtGnTMHXqVHh4eCA2NhbNmzdX1pk8eTJyc3MxatQoZGVloUOHDoiLi4OJiYmyTkxMDCIiItC1a1dIpVL07dsXS5cuVYmtV69euHr1qvLv1q1bA4DygTDu7u74448/8OGHH+Krr75C3bp1sWrVKgQHB2utf4gImBDUGLvO3sFvx28ioksjNLS30HVIRERUg+lF4q5QKLBgwQL8/vvvKCgoQNeuXTFz5sxK3QJSk4iICERERGhctnfvXrWyfv36oV+/fmW2J5FIMHv2bMyePbvMOra2tli3bl25cV25cqXc5QDw6quv4tixY0+tR0TPrnkdawR5OmLX2XR8nZCCJWGtdR0SERHVYHoxx/2zzz7D1KlTYWFhgTp16uCrr77C2LFjdR0WEdUAE4KK57r//u8tXLzDue5ERKQ7epG4//jjj/jmm2+wY8cOxMbGYuvWrYiJiYFCwfsrE1HVal7HGt28HKEQwNe7U3QdDhER1WB6kbhfu3YNvXr1Uv4dFBQEiUSCW7du6TAqIqopxnf936j72du8hzIREemGXiTuRUVFKhd4AsX3MeVjf4noRWhexxohLZwhBDAvTvPTlYmIiKqaXlycKoTA0KFDVR4glJeXh9GjR8Pc/H9PNNyyZYsuwiOiGmBScBPsOJ2GveczcPDSXQQ2tNN1SEREVMPoxYh7eHg4HBwcYG1trfx5++234eLiolJGRFRV6tuZY5B/PQDAF3+eg0IhdBwRERHVNHox4q7N+7cTET2rD7p6YHPyDZy4kY0/Tt5G71YuT1+JiIhIS/RixJ2IqDqws5BhVMeGAIAFO86joIh3tiIioheHiTsRUSW8+4o77CxkuJb5CDFJV5++AhERkZYwcSciqgRzmSE+7FZ8e8glu1KQmVug44iIiKimYOJORFRJYW3rwdPZCtmPC7Fgx3ldh0NERDUEE3ciokoykEow6/VmAID1h6/hxI0s3QZEREQ1AhN3IqJn4Odui1BvFwgBzPz9NG8PSUREVY6JOxHRM5rSyxPmxgY4di0Lm4/e0HU4RET0kmPiTkT0jBytTPBB1+ILVefFnUP240IdR0RERC8zJu5ERM9hWHt3NLA3x92HBfjiz7O6DoeIiF5iTNyJiJ6DsaEUUW+0AAD8fOg6/r54V8cRERHRy4qJOxHRc/JvUBvvtHMDAHyy5QQeFRTpOCIiInoZMXEnItKCj3s2RR0bU1zPfMx7uxMRUZVg4k5EpAUWMkN8/mbxlJk1B6/gyJVMHUdEREQvGybuRERa0qmxPd7yqQshgMmbTyCvUK7rkIiI6CXCxJ2ISIumh3jB3lKGyxm5+OLPc7oOh4iIXiJM3ImItMjazAjz+v5vyszuc+k6joiIiF4WTNyJiLSsS1NHDA2sDwCYtPEE7uTk6TYgIiJ6KTBxJyKqAp/0bApPZyvcyy3AxI3/QqEQug6JiIj0HBN3IqIqYGJkgK8HesPESIq/Uu5i1YHLug6JiIj0HBN3IqIq0sjBEjN7NwMAzI87j38u39NxREREpM+YuBMRVaGwtq4I9XZBkUJgbMxR3Mx6rOuQiIhITzFxJyKqQhKJBFFvtkQzl+L57u+tPcL7uxMR0TNh4k5EVMVMjQ3w3Ts+sDU3xqmbOZiy5SSE4MWqRERUOUzciYhegLq1zLBsUGsYSCX49dhNRO/jxapERFQ5TNyJiF6QwIZ2mB7iCQCYF3cOW47e0HFERESkT5i4ExG9QEPbu+PdDu4AgMmbTmDfhQwdR0RERPqiRifuy5cvR/369WFiYgJ/f38cOnSo3PobN25E06ZNYWJighYtWmD79u0qy4UQmDFjBpydnWFqaoqgoCCkpKSo1MnMzMTgwYNhZWUFGxsbjBgxAg8fPlSpc+LECbzyyiswMTGBq6sr5s+fr7J8zZo1kEgkKj8mJibP0RNE9CJN7eWJPv9/p5kxPyXjxI0sXYdERER6oMYm7hs2bEBkZCRmzpyJo0ePolWrVggODsadO3c01j948CAGDhyIESNG4NixYwgNDUVoaChOnTqlrDN//nwsXboU0dHRSEpKgrm5OYKDg5GX97/HnQ8ePBinT59GfHw8tm3bhv3792PUqFHK5Tk5OejevTvc3NyQnJyMBQsW4NNPP8WKFStU4rGyssLt27eVP1evXtVyDxFRVZFKJVjwVit0aGSHRwVyDPv+MC6kP9B1WEREVM3V2MR98eLFGDlyJIYNGwYvLy9ER0fDzMwMq1ev1lj/q6++Qo8ePTBp0iR4enpizpw5aNOmDZYtWwageLR9yZIlmDZtGvr06YOWLVvixx9/xK1btxAbGwsAOHv2LOLi4rBq1Sr4+/ujQ4cO+Prrr7F+/XrcunULABATE4OCggKsXr0azZo1Q1hYGD744AMsXrxYJR6JRAInJyflj6OjY9V1FhFpnbGhFNHv+KBFHWvcyy3AwBX/MHknIqJyGeo6AF0oKChAcnIypkyZoiyTSqUICgpCYmKixnUSExMRGRmpUhYcHKxMylNTU5GWloagoCDlcmtra/j7+yMxMRFhYWFITEyEjY0NfH19lXWCgoIglUqRlJSEN954A4mJiejYsSOMjY1VtjNv3jzcv38ftWrVAgA8fPgQbm5uUCgUaNOmDT7//HM0a9aszNecn5+P/Px85d85OTkAgMLCQhQWFj6tyyqlpD1tt1uTsU+rhq77VSYFVg9pg/A1R3Dm9gOErUjE2mG+aOxoqZN4tEHXffqyYr9qn772qb7FS9pVIxP3u3fvQi6Xq41SOzo64ty5cxrXSUtL01g/LS1NubykrLw6Dg4OKssNDQ1ha2urUsfd3V2tjZJltWrVQpMmTbB69Wq0bNkS2dnZWLhwIQIDA3H69GnUrVtXY/xRUVGYNWuWWvnOnTthZmamcZ3nFR8fXyXt1mTs06qh6359uw7wTY4BbuQWon/0QbzvJUddc52G9Nx03acvK/ar9ulbnz569EjXIZAO1cjEXd8FBAQgICBA+XdgYCA8PT3x3XffYc6cORrXmTJlisoZg5ycHLi6uqJ79+6wsrLSanyFhYWIj49Ht27dYGRkpNW2ayr2adWoTv3arVshhv2QjFO3cvDNeRm+HeSNgAa1dRrTs6hOffoyYb9qn772ackZc6qZamTibmdnBwMDA6Snp6uUp6enw8nJSeM6Tk5O5dYv+Tc9PR3Ozs4qdby9vZV1Sl/8WlRUhMzMTJV2NG3nyW2UZmRkhNatW+PixYtlvmaZTAaZTKZx3ar6wKrKtmsq9mnVqA79am9thHWj2mHUj0fwz+VMvPvjMXw5wBshLZ2fvnI1VB369GXEftU+fetTfYqVtK9GXpxqbGwMHx8fJCQkKMsUCgUSEhJURrKfFBAQoFIfKD69VlLf3d0dTk5OKnVycnKQlJSkrBMQEICsrCwkJycr6+zevRsKhQL+/v7KOvv371eZwxYfH48mTZoo57eXJpfLcfLkSZUvDESkf6xMjLBmmB96NndCgVyBseuOYnH8BSgUQtehERFRNVAjE3cAiIyMxMqVK/HDDz/g7NmzGDNmDHJzczFs2DAAwJAhQ1QuXh0/fjzi4uKwaNEinDt3Dp9++imOHDmCiIgIAMV3eZkwYQLmzp2L33//HSdPnsSQIUPg4uKC0NBQAICnpyd69OiBkSNH4tChQ/j7778RERGBsLAwuLi4AAAGDRoEY2NjjBgxAqdPn8aGDRvw1VdfqUxzmT17Nnbu3InLly/j6NGjePvtt3H16lW8++67L6j3iKiqmBgZYNmgNhjWvj4AYGlCCkb+eAQ5ebwgjYiopquRU2UAYMCAAcjIyMCMGTOQlpYGb29vxMXFKS8EvXbtGqTS/32vCQwMxLp16zBt2jRMnToVHh4eiI2NRfPmzZV1Jk+ejNzcXIwaNQpZWVno0KED4uLiVB6OFBMTg4iICHTt2hVSqRR9+/bF0qVLlcutra2xc+dOjB07Fj4+PrCzs8OMGTNU7vV+//59jBw5Unmxqo+PDw4ePAgvL6+q7DIiekEMpBLM7N0MzVysMfXXk0g4dwehy/7Gd+/4wEOP7zhDRETPRyKE4DnYGignJwfW1tbIzs6ukotTt2/fjl69enEunpawT6uGPvTryRvZeG/tEdzKzoOZsQGmv+aFsLaukEgkug5NI33oU33EftU+fe3Tqjx+U/VXY6fKEBHpgxZ1rbF1XAcENqyNRwVyTNlyEu/+cAR3HuQ9fWUiInqpMHEnIqrmalvI8NMIf0wL8YSxgRQJ5+4g+Mv9+O34TfCkKRFRzcHEnYhID0ilErz7SgNsHdcBns5WuP+oEOPXH8fAlf/gfNoDXYdHREQvABN3IiI90sTJErFjAxHZrTFkhlL8czkTvZb+hdlbzyD7Me88Q0T0MmPiTkSkZ2SGBvigqwd2RXZCcDNHyBUCq/9ORcf5e7B8z0U8zC/SdYhERFQFmLgTEekpV1szfPeOL34Y7odGDhbIflyIBTvOo+P8PYjedwkPeO93IqKXChN3IiI916mxPXZM6IglA7zhbmeOzNwCfPHnOQRE7canv5/Glbu5ug6RiIi0oMY+gImI6GViIJUgtHUdvNbSGb8eu4nv9l/GxTsPsebgFfyQeAVdmzqgv68rXm3iAGNDjtkQEekjJu5ERC8RQwMp+vm64i2fuvgr5S5W/52KveczsOvsHew6ewe25sZ4vZUL+rapi+Z1rKrtg5yIiEgdE3ciopeQRCJBx8b26NjYHpcyHmL9oWuIPX4LGQ/ysebgFaw5eAWutqbo7uWE7l6O8K1vCwMpk3giouqMiTsR0Uuuob0F/hPihY97NMWBi3ex5ehN7DyThuuZj/HfA6n474FU2Jobo3MTB3RsbIcOjexQ20Km67CJiKgUJu5ERDWEoYEUrzZxwKtNHPC4QI79KRnYcToNCWfvIDO3AJuP3sDmozcAAM1crPCKhz06etjBp34tyAwNdBw9ERExcSciqoFMjQ0Q3MwJwc2cUChX4HBqJvZdyMD+lLs4ezsHp28V/0TvuwSZoRRt6tVCQMPaaNegNlq5WjORJyLSASbuREQ1nJGBFIGN7BDYyA5TAGQ8yMffF+9if0oG/kq5i4wH+Ui8fA+Jl+8BAEyMpPBxq4WABsWJfMu6NrxTDRHRC8DEnYiIVNhbyhDaug5CW9eBEAKXMnKRePke/rl8D0mX7+HuwwL8ffEe/r5YnMibGhnAt34t+NW3Rau6lsiX6/gFEBG9pJi4E9H/tXf3QU3c+R/A35uEhIeEZwggCrZStFZEsCJqO55FPNvy02nn2rOOWq+tNw565ZhO7zwr6hxT6/m736jnU8dpr96MXL16o72HqmVoq33Qinj4ANWqVQQhPJOQAElI9vdHcCWKir3EuOT9mtnZ3e9+d/eTzx/hk+W7u0S3JQgCRsVqMSpWiwWTkyCKIi42mXGs7wr8sR/a0Gax4csLLfjyQgsAQAEldtUdxcSkSGQmRyIzKQLDwoN8/EmIiOSPhTsREQ2aIAhI0euQotdhQXYynE4RF/oK+RM17ai40oZ6Yw+q6jtRVd+JXUdrAADxYYHISIpA5ogIZCZFYHS8juPkiYjuEQt3IiL60RQKAalxOqTG6bBoSjLsdjtK9n2C8FEZ+E+dCRU17ahuMKHB2IN/n27Av083AAAClALGxIdi3LAwjE8MR9rwMIyK0UKl5Fh5IqLbYeFOREQeFa4Bnh4XhzkZwwEAXbZeVNZ24GRNO07UtKOytgMdXXacrjPidJ0Ru7+9CsA1Vv6xYaEYNywc44eHYdywMCRFhfDFUEREfVi4ExGRVwWrVZjycDSmPBwNABBFEbVt3ThV14Ez14w4VduBs9eMsNgcKL/SjvIr7dK+QQFKpMbp8GhCKMbEh+LReB1Gx4UiRMM/X0Tkf/jNR0RE95UgCBgRFYwRUcHIG58AAHA4RfzQbO67Ct+BU3VGfNdgQrfdgcraDlTWdvTbH0iKDMaY+FBpStXrkBgRBAWvzhPREMbCnYiIfE6puHHT6/OZiQCAXocTV1otqG7oxHcNJmlqNFlxpbULV1q7cOCsQTpGYIACD0VrkaLXIiVWi1GxOqTotUiKDObYeSIaEli4ExHRA0mlVGBUrA6jYnX4n74r8wDQarbiu/7FvKETl5rN6LE7Ud1gQnWDye04AUoBI6NDkBKrw8OxWoyMDkZSVAhGRoUgPDgAgsCr9EQkDyzciYhIVqK0GkxL0WBaSrTU5nCKqG3rwoUmMy42mXGhqRMX+5a7bA5832jG943mW44VGqhCcnQIkqNCkBzlKuhd68GIDFGzqCeiBwoLdyIikj2lQnAV3NEhmPmoXmp3OkXUG7ulIv5ikxlXWi2oae1Cg7EHpp5e6ek2N9MFqjAiMhjDwoMwLCIIw8KDkBgRjMS+ZV6tJ6L7jYU7ERENWQqF0FdsB2N6aqzbtm6bA1fbunCl1YIrLRbXuPkWC2paLag39qCzpxdV9SZU1ZsGPHawWikV9a5iPhjxYYGIDdUgLjQQ+tBAPv2GiDyK3yhEROSXgtRK6eVRN+uxu4r62rYuXOvoRl17N661d6OuwzVvMVvRZXPgQpMZF5puHYJznVajgj5UA31fIe+aNNI8VheIKK0awWr+OSaiu+M3BRER0U0CA5R4RK/DI/pbi3rAVdjXd3TjWl8hX9fuWjYYe9DY2YMmkxVma69rau7FpWbLXc6nQFSIBtFaNSJD1IjSahClVSMqRI2oEA3Cg5SoNQMNxh7EhCoQGKDgMB0iP8TCnYiI6B4FBijxUIwWD8Vob9vHbO1Fo6kHjSZXIW+4adlg7EGL2QprrxM9dqfrR0BH9x3OqsL/njkCAFArFQgLDkBYUADCg1zzG+tqhAWpEB6sltpDAwOgC1RBq1EhWK1k0U8kUyzciYiIvECrUUEbo8XDdyjuRVFEl82BVrMNLRYr2sw2tFqsaDHb0GaxodVsRavFhuZOKxpaTbA4FOh1irA5nGjutKK503rPcQkCoFWroO0r5EM0Kqmov3k9pK/QDwpQIqjfPFitRGDAjfVAlZIvvyK6D1i4ExER+YggCAjpK5BHRAXftp/dbscnn3yC2bNzYRMVMHbb0dFlg7HbDmOXHR3d9r4219zYbbtp3Q6LtRdOERBFoNPai05rr0c/S2CAwlXIXy/ypUJfBY1KAbVKAU3fpFYqoAlQuub9tqlVSmn9RpsCmr72/utqlQIBSgEBStfx+MOB/AELdyIiIpkQBMF1tVyjwrDwoHvaVxRFdNsdrnH3Pb3u8/5Tj/tyt92BbpvDNe+/bHPA2uuUjt9jdw35aYfd0x97UJQKwa2QdxX2/Yr7m9YDFAJamxUoNZ+GJkAFtaqvvW9SqxRQK/u13bze96NDOmbfD5L+5wgNdA1VIvIUvy7ct27dig0bNsBgMGD8+PH405/+hEmTJt22/0cffYRVq1bhypUrSElJwfr16/H0009L20VRxOrVq7Fz5050dHRg6tSp2L59O1JSUqQ+bW1tWL58Of75z39CoVDg+eefx6ZNm6DV3vhX6unTp5Gfn4/y8nLExMRg+fLlePPNN+8pFiIiov4EQUCwWoVgtQqxA99ze88cThE9AxT0XTaH1N5lc8Da64Ct1wlbrxNWad7X5nDCanfC2je3OZyw9Tr69XP229chtfU6xVticcXjvE20A1HgVJvBM8kYwHMZw/B/L6R77fjkf/y2cN+zZw8KCwuxY8cOZGVlYePGjZg1axbOnz+P2NjYW/p/8803mDdvHtatW4dnn30WJSUlmDt3Lk6ePInHHnsMAPCHP/wBmzdvxq5duzBy5EisWrUKs2bNQnV1NQIDAwEA8+fPR0NDA0pLS2G327F48WIsWbIEJSUlAACTyYTc3Fzk5ORgx44dOHPmDH7xi18gPDwcS5YsGXQsRERE3qZU3Bjqc785nSLsTifsDhH23usFvxN2R1+bw9Vm772xbpW2O9Fjs+M/p87gkTGPwikKrv69Ttj6+l6fbL1iv+W+Y/Y/x83n7NdHo1Le97zQECf6qUmTJon5+fnSusPhEBMSEsR169YN2P+FF14Qn3nmGbe2rKws8Ze//KUoiqLodDrFuLg4ccOGDdL2jo4OUaPRiH/9619FURTF6upqEYBYXl4u9Tlw4IAoCIJ47do1URRFcdu2bWJERIRotVqlPr/5zW/E1NTUQccyGEajUQQgGo3GQe8zWDabTdy/f79os9k8fmx/xZx6B/PqecypdzCvnifXnHrz7zc9+BQ+/t3gEzabDRUVFcjJyZHaFAoFcnJycPTo0QH3OXr0qFt/AJg1a5bU//LlyzAYDG59wsLCkJWVJfU5evQowsPDMXHiRKlPTk4OFAoFvv32W6nPk08+CbVa7Xae8+fPo729fVCxEBEREdHQ45dDZVpaWuBwOKDX693a9Xo9zp07N+A+BoNhwP4Gg0Hafr3tTn1uHoajUqkQGRnp1mfkyJG3HOP6toiIiLvGMhCr1Qqr9cZjw0wm1yu87XY77HbP3kh0/XiePq4/Y069g3n1PObUO5hXz5NrTuUWL3mWXxbu/mjdunVYu3btLe2ffvopgoNv/wiy/0ZpaalXjuvPmFPvYF49jzn1DubV8+SW066uLl+HQD7kl4V7dHQ0lEolGhsb3dobGxsRFxc34D5xcXF37H993tjYiPj4eLc+6enpUp+mpia3Y/T29qKtrc3tOAOdp/857hbLQFasWIHCwkJp3WQyYfjw4cjNzUVoaOht9/sx7HY7SktLMXPmTAQE8DFYnsCcegfz6nnMqXcwr54n15xe/485+Se/LNzVajUyMzNRVlaGuXPnAgCcTifKysqwbNmyAffJzs5GWVkZCgoKpLbS0lJkZ2cDAEaOHIm4uDiUlZVJhbrJZMK3336LpUuXSsfo6OhARUUFMjMzAQCfffYZnE4nsrKypD4rV66E3W6XvkhKS0uRmpqKiIiIQcUyEI1GA41Gc0t7QECA176wvHlsf8Wcegfz6nnMqXcwr54nt5zKKVbyPL+8ORUACgsLsXPnTuzatQvfffcdli5dCovFgsWLFwMAFi5ciBUrVkj9X3/9dRw8eBB//OMfce7cOaxZswYnTpyQCn1BEFBQUIDi4mL84x//wJkzZ7Bw4UIkJCRIPw7GjBmDn/70p3jttddw/PhxfP3111i2bBl+/vOfIyEhAQDw0ksvQa1W45VXXkFVVRX27NmDTZs2uV0tv1ssRERERDT0+OUVdwB48cUX0dzcjKKiIhgMBqSnp+PgwYPSTZ9Xr16FQnHjd82UKVNQUlKCt956C7/73e+QkpKC/fv3uz03/c0334TFYsGSJUvQ0dGBadOm4eDBg9Iz3AFg9+7dWLZsGZ566inpBUybN2+WtoeFheHTTz9Ffn4+MjMzER0djaKiIukZ7oONhYiIiIiGFkEURfHu3WioMZlMCAsLg9Fo9MoY908++QRPP/00/6XnIcypdzCvnsecegfz6nlyzak3/37Tg89vh8oQEREREckJC3ciIiIiIhlg4U5EREREJAMs3ImIiIiIZICFOxERERGRDLBwJyIiIiKSAb99jru/u/4UUG+8Otlut6Orqwsmk0lWj9h6kDGn3sG8eh5z6h3Mq+fJNafX/27zad7+iYW7n+rs7AQADB8+3MeREBER0b3q7OxEWFiYr8Og+4wvYPJTTqcT9fX10Ol0EATBo8c2mUwYPnw4amtr+XIID2FOvYN59Tzm1DuYV8+Ta05FUURnZycSEhLc3vBO/oFX3P2UQqFAYmKiV88RGhoqqy9DOWBOvYN59Tzm1DuYV8+TY055pd1/8acaEREREZEMsHAnIiIiIpIBFu7kcRqNBqtXr4ZGo/F1KEMGc+odzKvnMafewbx6HnNKcsSbU4mIiIiIZIBX3ImIiIiIZICFOxERERGRDLBwJyIiIiKSARbuREREREQywMKdPGrr1q1ITk5GYGAgsrKycPz4cV+HJGtHjhxBXl4eEhISIAgC9u/f7+uQZG/dunV4/PHHodPpEBsbi7lz5+L8+fO+Dkv2tm/fjrS0NOllNtnZ2Thw4ICvwxpS3nnnHQiCgIKCAl+HImtr1qyBIAhu0+jRo30dFtGgsHAnj9mzZw8KCwuxevVqnDx5EuPHj8esWbPQ1NTk69Bky2KxYPz48di6dauvQxkyDh8+jPz8fBw7dgylpaWw2+3Izc2FxWLxdWiylpiYiHfeeQcVFRU4ceIEZsyYgTlz5qCqqsrXoQ0J5eXlePfdd5GWlubrUIaEsWPHoqGhQZq++uorX4dENCh8HCR5TFZWFh5//HFs2bIFAOB0OjF8+HAsX74cv/3tb30cnfwJgoB9+/Zh7ty5vg5lSGlubkZsbCwOHz6MJ5980tfhDCmRkZHYsGEDXnnlFV+HImtmsxkZGRnYtm0biouLkZ6ejo0bN/o6LNlas2YN9u/fj8rKSl+HQnTPeMWdPMJms6GiogI5OTlSm0KhQE5ODo4ePerDyIjuzGg0AnAVmeQZDocDH374ISwWC7Kzs30djuzl5+fjmWeecft+pf/OhQsXkJCQgIceegjz58/H1atXfR0S0aCofB0ADQ0tLS1wOBzQ6/Vu7Xq9HufOnfNRVER35nQ6UVBQgKlTp+Kxxx7zdTiyd+bMGWRnZ6OnpwdarRb79u3Do48+6uuwZO3DDz/EyZMnUV5e7utQhoysrCx88MEHSE1NRUNDA9auXYsnnngCZ8+ehU6n83V4RHfEwp2I/FZ+fj7Onj3L8a0ekpqaisrKShiNRuzduxeLFi3C4cOHWbz/SLW1tXj99ddRWlqKwMBAX4czZMyePVtaTktLQ1ZWFpKSkvC3v/2Nw7rogcfCnTwiOjoaSqUSjY2Nbu2NjY2Ii4vzUVREt7ds2TL861//wpEjR5CYmOjrcIYEtVqNUaNGAQAyMzNRXl6OTZs24d133/VxZPJUUVGBpqYmZGRkSG0OhwNHjhzBli1bYLVaoVQqfRjh0BAeHo5HHnkEFy9e9HUoRHfFMe7kEWq1GpmZmSgrK5PanE4nysrKOMaVHiiiKGLZsmXYt28fPvvsM4wcOdLXIQ1ZTqcTVqvV12HI1lNPPYUzZ86gsrJSmiZOnIj58+ejsrKSRbuHmM1mXLp0CfHx8b4OheiueMWdPKawsBCLFi3CxIkTMWnSJGzcuBEWiwWLFy/2dWiyZTab3a4CXb58GZWVlYiMjMSIESN8GJl85efno6SkBB9//DF0Oh0MBgMAICwsDEFBQT6OTr5WrFiB2bNnY8SIEejs7ERJSQm++OILHDp0yNehyZZOp7vl3ouQkBBERUXxnoz/whtvvIG8vDwkJSWhvr4eq1evhlKpxLx583wdGtFdsXAnj3nxxRfR3NyMoqIiGAwGpKen4+DBg7fcsEqDd+LECfzkJz+R1gsLCwEAixYtwgcffOCjqORt+/btAIDp06e7tf/5z3/Gyy+/fP8DGiKampqwcOFCNDQ0ICwsDGlpaTh06BBmzpzp69CI3NTV1WHevHlobW1FTEwMpk2bhmPHjiEmJsbXoRHdFZ/jTkREREQkAxzjTkREREQkAyzciYiIiIhkgIU7EREREZEMsHAnIiIiIpIBFu5ERERERDLAwp2IiIiISAZYuBMRERERyQALdyIiIiIiGWDhTkT0AHj55Zcxd+5cn51/wYIFePvttwfdv6WlBbGxsairq/NiVERE1B/fnEpE5GWCINxx++rVq/HrX/8aoigiPDz8/gTVz6lTpzBjxgzU1NRAq9UCAC5fvoyVK1fiiy++QFtbG6Kjo5GZmYn169dj9OjRAIA33ngD7e3teO+99+57zERE/oiFOxGRlxkMBml5z549KCoqwvnz56U2rVYrFcy+8Oqrr0KlUmHHjh0AALvdjjFjxiA1NRWrVq1CfHw86urqcODAATz77LOYPHkyAKCqqgqZmZmor69HZGSkz+InIvIXHCpDRORlcXFx0hQWFgZBENzatFrtLUNlpk+fjuXLl6OgoAARERHQ6/XYuXMnLBYLFi9eDJ1Oh1GjRuHAgQNu5zp79ixmz54NrVYLvV6PBQsWoKWl5baxORwO7N27F3l5eVJbVVUVLl26hG3btmHy5MlISkrC1KlTUVxcLBXtADB27FgkJCRg3759nksWERHdFgt3IqIH1K5duxAdHY3jx49j+fLlWLp0KX72s59hypQpOHnyJHJzc7FgwQJ0dXUBADo6OjBjxgxMmDABJ06cwMGDB9HY2IgXXnjhtuc4ffo0jEYjJk6cKLXFxMRAoVBg7969cDgcd4xx0qRJ+PLLLz3zgYmI6I5YuBMRPaDGjx+Pt956CykpKVixYgUCAwMRHR2N1157DSkpKSgqKkJraytOnz4NANiyZQsmTJiAt99+G6NHj8aECRPw/vvv4/PPP8f3338/4DlqamqgVCoRGxsrtQ0bNgybN29GUVERIiIiMGPGDPz+97/HDz/8cMv+CQkJqKmp8U4CiIjIDQt3IqIHVFpamrSsVCoRFRWFcePGSW16vR4A0NTUBMB1k+nnn38ujZnXarXSjaSXLl0a8Bzd3d3QaDS33ECbn58Pg8GA3bt3Izs7Gx999BHGjh2L0tJSt35BQUHSFX8iIvIula8DICKigQUEBLitC4Lg1na92HY6nQAAs9mMvLw8rF+//pZjxcfHD3iO6OhodHV1wWazQa1Wu23T6XTIy8tDXl4eiouLMWvWLBQXF2PmzJlSn7a2NsTExPy4D0hERPeEhTsR0RCRkZGBv//970hOToZKNbiv9/T0dABAdXW1tDwQQRAwevRofPPNN27tZ8+exfTp039kxEREdC84VIaIaIjIz89HW1sb5s2bh/Lycly6dAmHDh3C4sWLb3uTaUxMDDIyMvDVV19JbZWVlZgzZw727t2L6upqXLx4Ee+99x7ef/99zJkzR+rX1dWFiooK5Obmev2zERERC3cioiEjISEBX3/9NRwOB3JzczFu3DgUFBQgPDwcCsXtv+5fffVV7N69W1pPTExEcnIy1q5di6ysLGRkZGDTpk1Yu3YtVq5cKfX7+OOPMWLECDzxxBNe/VxEROTCFzAREfm57u5upKamYs+ePcjOzh70fpMnT8avfvUrvPTSS16MjoiIruMVdyIiPxcUFIS//OUvd3xR081aWlrw3HPPYd68eV6MjIiI+uMVdyIiIiIiGeAVdyIiIiIiGWDhTkREREQkAyzciYiIiIhkgIU7EREREZEMsHAnIiIiIpIBFu5ERERERDLAwp2IiIiISAZYuBMRERERyQALdyIiIiIiGfh/jl5GNv3l+7MAAAAASUVORK5CYII=", "text/plain": [ "
" ] @@ -204,7 +204,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -214,7 +214,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -244,7 +244,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.0" + "version": "3.9.16" }, "orig_nbformat": 4 }, diff --git a/rocketpy/Function.py b/rocketpy/Function.py index 62bba2780..32b620e8c 100644 --- a/rocketpy/Function.py +++ b/rocketpy/Function.py @@ -188,7 +188,7 @@ def source(x): if callable(source): # Set source self.source = source - # Set geValueOpt2 + # Set getValueOpt self.getValueOpt = source # Set arguments name and domain dimensions parameters = signature(source).parameters @@ -543,7 +543,7 @@ def setDiscrete( self.__interpolation__ = "shepard" return self - def setDiscreteBasedOnModel(self, modelFunction, oneByOne=True): + def setDiscreteBasedOnModel(self, modelFunction, oneByOne=True, keepSelf=True): """This method transforms the domain of Function instance into a list of discrete points based on the domain of a model Function instance. It does so by retrieving the domain, domain name, interpolation method and extrapolation @@ -564,6 +564,11 @@ def setDiscreteBasedOnModel(self, modelFunction, oneByOne=True): If True, evaluate Function in each sample point separately. If False, evaluates Function in vectorized form. Default is True. + keepSelf : boolean, optional + If True, the original Function interpolation and extrapolation methods + will be kept. If False, those are substituted by the ones from the model + Function. Default is True. + Returns ------- self : Function @@ -635,8 +640,12 @@ def setDiscreteBasedOnModel(self, modelFunction, oneByOne=True): Zs = np.array(self.getValue(mesh)) self.setSource(np.concatenate(([Xs], [Ys], [Zs])).transpose()) - self.setInterpolation(self.__interpolation__) - self.setExtrapolation(self.__extrapolation__) + interp = self.__interpolation__ if keepSelf else modelFunction.__interpolation__ + extrap = self.__extrapolation__ if keepSelf else modelFunction.__extrapolation__ + + self.setInterpolation(interp) + self.setExtrapolation(extrap) + return self def reset( @@ -1714,7 +1723,7 @@ def __interpolateAkima__(self): self.__akimaCoefficients__ = coeffs def __neg__(self): - """Negates the Function objetive. The result has the same effect as + """Negates the Function object. The result has the same effect as multiplying the Function by -1. Returns @@ -1770,7 +1779,10 @@ def __ge__(self, other): # Other is lambda based Function return self.yArray >= other(self.xArray) except ValueError: - raise ValueError("Operands should have the same discretization.") + raise ValueError( + "Comparison not supported between instances of the " + "Function class with different domain discretization." + ) else: # Other is not a Function try: @@ -1778,7 +1790,7 @@ def __ge__(self, other): except TypeError: raise TypeError( "Comparison not supported between instances of " - f"'Function' and '{type(other)}'" + f"'Function' and '{type(other)}'." ) else: # self is lambda based Function @@ -1787,8 +1799,8 @@ def __ge__(self, other): return self(other.xArray) >= other.yArray except AttributeError: raise TypeError( - "Cannot compare lambda based Function with " - "lambda based Function." + "Comparison not supported between two instances of " + "the Function class with callable sources." ) def __le__(self, other): @@ -1829,7 +1841,7 @@ def __le__(self, other): except TypeError: raise TypeError( "Comparison not supported between instances of " - f"'Function' and '{type(other)}'" + f"'Function' and '{type(other)}'." ) else: # self is lambda based Function @@ -1838,8 +1850,8 @@ def __le__(self, other): return self(other.xArray) <= other.yArray except AttributeError: raise TypeError( - "Cannot compare lambda based Function with " - "lambda based Function." + "Comparison not supported between two instances of " + "the Function class with callable sources." ) def __gt__(self, other): @@ -1911,7 +1923,7 @@ def __add__(self, other): # If other is Function try... try: # Check if Function objects source is array or callable - # Check if Function objects have same interpolation and domain + # Check if Function objects have the same domain discretization if ( isinstance(other.source, np.ndarray) and isinstance(self.source, np.ndarray) @@ -2037,7 +2049,7 @@ def __mul__(self, other): # If other is Function try... try: # Check if Function objects source is array or callable - # Check if Function objects have same interpolation and domain + # Check if Function objects have the same domain discretization if ( isinstance(other.source, np.ndarray) and isinstance(self.source, np.ndarray) @@ -2120,7 +2132,7 @@ def __truediv__(self, other): # If other is Function try... try: # Check if Function objects source is array or callable - # Check if Function objects have same interpolation and domain + # Check if Function objects have the same domain discretization if ( isinstance(other.source, np.ndarray) and isinstance(self.source, np.ndarray) @@ -2128,7 +2140,7 @@ def __truediv__(self, other): and np.array_equal(self.xArray, other.xArray) ): # Operate on grid values - with np.errstate(divide="ignore"): + with np.errstate(divide="ignore", invalid="ignore"): Ys = self.source[:, 1] / other.source[:, 1] Ys = np.nan_to_num(Ys) Xs = self.source[:, 0] @@ -2141,7 +2153,7 @@ def __truediv__(self, other): # Create new Function object return Function(source, inputs, outputs, interpolation) else: - return Function(lambda x: (self.getValueOpt2(x) / other(x))) + return Function(lambda x: (self.getValueOpt(x) / other(x))) # If other is Float except... except AttributeError: if isinstance(other, (float, int, complex)): @@ -2159,10 +2171,10 @@ def __truediv__(self, other): # Create new Function object return Function(source, inputs, outputs, interpolation) else: - return Function(lambda x: (self.getValueOpt2(x) / other)) + return Function(lambda x: (self.getValueOpt(x) / other)) # Or if it is just a callable elif callable(other): - return Function(lambda x: (self.getValueOpt2(x) / other(x))) + return Function(lambda x: (self.getValueOpt(x) / other(x))) def __rtruediv__(self, other): """Divides 'other' by a Function object and returns a new Function @@ -2194,10 +2206,10 @@ def __rtruediv__(self, other): # Create new Function object return Function(source, inputs, outputs, interpolation) else: - return Function(lambda x: (other / self.getValueOpt2(x))) + return Function(lambda x: (other / self.getValueOpt(x))) # Or if it is just a callable elif callable(other): - return Function(lambda x: (other(x) / self.getValueOpt2(x))) + return Function(lambda x: (other(x) / self.getValueOpt(x))) def __pow__(self, other): """Raises a Function object to the power of 'other' and @@ -2223,7 +2235,7 @@ def __pow__(self, other): # If other is Function try... try: # Check if Function objects source is array or callable - # Check if Function objects have same interpolation and domain + # Check if Function objects have the same domain discretization if ( isinstance(other.source, np.ndarray) and isinstance(self.source, np.ndarray) @@ -2243,7 +2255,7 @@ def __pow__(self, other): # Create new Function object return Function(source, inputs, outputs, interpolation) else: - return Function(lambda x: (self.getValueOpt2(x) ** other(x))) + return Function(lambda x: (self.getValueOpt(x) ** other(x))) # If other is Float except... except AttributeError: if isinstance(other, (float, int, complex)): @@ -2484,7 +2496,7 @@ def identityFunction(self): follows the same discretization, and has linear interpolation and extrapolation. If the Function is defined by a lambda, the identity Function is the - indentity map 'lambda x: x'. + identity map 'lambda x: x'. Returns ------- @@ -2494,15 +2506,13 @@ def identityFunction(self): # Check if Function object source is array if isinstance(self.source, np.ndarray): - identity = Function( - [(-1, -1), (1, 1)], + return Function( + np.column_stack((self.xArray, self.xArray)), inputs=self.__inputs__, outputs=f"identity of {self.__outputs__}", interpolation="linear", extrapolation="natural", ) - return identity.setDiscreteBasedOnModel(self) - else: return Function( lambda x: x, @@ -2840,9 +2850,9 @@ def __new__( source, inputs=["Scalar"], outputs=["Scalar"], - interpolation="akima", + interpolation="spline", extrapolation=None, - datapoints=50, + datapoints=100, ): """ Creates a piecewise function from a dictionary of functions. The keys of the dictionary diff --git a/rocketpy/motors/HybridMotor.py b/rocketpy/motors/HybridMotor.py index 579c94b8d..01c688353 100644 --- a/rocketpy/motors/HybridMotor.py +++ b/rocketpy/motors/HybridMotor.py @@ -330,14 +330,11 @@ def inertiaTensor(self): self.liquid.mass * (self.liquid.centerOfMass - self.centerOfMass) ** 2 ) - solidInertia = self.solid.inertiaTensor - liquidInertia = self.liquid.inertiaTensor - self.InertiaI = ( - solidInertia[0] + solidCorrection + liquidInertia[0] + liquidCorrection + self.solid.I_11 + solidCorrection + self.liquid.I_11 + liquidCorrection ) self.InertiaZ = ( - solidInertia[2] + solidCorrection + liquidInertia[2] + liquidCorrection + self.solid.I_33 + solidCorrection + self.liquid.I_33 + liquidCorrection ) # Set naming convention diff --git a/rocketpy/motors/LiquidMotor.py b/rocketpy/motors/LiquidMotor.py index 662821575..dce154162 100644 --- a/rocketpy/motors/LiquidMotor.py +++ b/rocketpy/motors/LiquidMotor.py @@ -183,7 +183,7 @@ def inertiaTensor(self): tuple (of Functions) Pricipal moment of inertia tensor of the motor, in kg*m^2. """ - self.inertiaI = self.inertiaZ = Function(0) + self.inertiaI = self.inertiaZ = 0 centerOfMass = self.centerOfMass for positioned_tank in self.positioned_tanks: @@ -226,7 +226,7 @@ def I_11(self): ---------- .. [1] https://en.wikipedia.org/wiki/Moment_of_inertia#Inertia_tensor """ - I_11 = Function(0) + I_11 = 0 centerOfMass = self.centerOfMass for positioned_tank in self.positioned_tanks: diff --git a/rocketpy/motors/SolidMotor.py b/rocketpy/motors/SolidMotor.py index 23e1e81bc..7d2c6fe0b 100644 --- a/rocketpy/motors/SolidMotor.py +++ b/rocketpy/motors/SolidMotor.py @@ -343,7 +343,7 @@ def centerOfMass(self): t : float Time in seconds. - Returns + Returnsg ------- Function Position of the center of mass as a function @@ -399,7 +399,15 @@ def terminateBurn(t, y): terminateBurn.terminal = True # Solve the system of differential equations - sol = integrate.solve_ivp(geometryDot, t_span, y0, events=terminateBurn) + sol = integrate.solve_ivp( + geometryDot, + t_span, + y0, + events=terminateBurn, + atol=1e-12, + rtol=1e-11, + method="LSODA", + ) self.grainBurnOut = sol.t[-1] diff --git a/rocketpy/motors/Tank.py b/rocketpy/motors/Tank.py index 966ce4f05..7d844044f 100644 --- a/rocketpy/motors/Tank.py +++ b/rocketpy/motors/Tank.py @@ -7,15 +7,75 @@ from abc import ABC, abstractmethod from rocketpy.Function import Function, funcify_method -from rocketpy.utilities import except_negative class Tank(ABC): - def __init__(self, name, geometry, liquid, gas): + """Abstract Tank class that defines a tank object for a rocket motor, so + that it evaluates useful properties of the tank and its fluids, such as + mass, volume, fluid flow rate, center of mass, etc. + """ + + def __init__(self, name, geometry, flux_time, gas, liquid, discretize=100): + """Initialize Tank class. + + Parameters + ---------- + name : str + Name of the tank. + geometry : TankGeometry + Geometry of the tank. + flux_time : float, tuple of float, optional + Tank flux time in seconds. It is the time range in which the tank + flux is being analyzed. In general, during this time, the tank is + being filled or emptied. + If a float is given, the flux time is assumed to be between 0 and the + given float, in seconds. If a tuple of float is given, the flux time + is assumed to be between the first and second elements of the tuple. + gas : Fluid + Gas inside the tank as a Fluid object. + liquid : Fluid + Liquid inside the tank as a Fluid object. + discretize : int, optional + Number of points to discretize fluid inputs. If the input + already has a appropriate discretization, this parameter + must be set to None. The default is 100. + """ self.name = name self.geometry = geometry - self.liquid = liquid + self.flux_time = flux_time self.gas = gas + self.liquid = liquid + self.discretize = discretize + + @property + def flux_time(self): + """Returns the start and final times of the tank flux. + + Returns + ------- + tuple + Tuple containing start and final times of the tank flux. + """ + return self._flux_time + + @flux_time.setter + def flux_time(self, flux_time): + """Sets the start and final times of the tank flux. + + Parameters + ---------- + flux_time : tuple + Tuple containing start and final times of the tank flux. + """ + if isinstance(flux_time, (int, float)): + self._flux_time = (0, flux_time) + elif isinstance(flux_time, (list, tuple)): + if len(flux_time) == 1: + self._flux_time = (0, flux_time[0]) + elif len(flux_time) == 2: + self._flux_time = flux_time + else: + raise ValueError("flux_time must be a list or tuple of length 1 or 2.") @property @abstractmethod @@ -141,19 +201,21 @@ def liquidCenterOfMass(self): Center of mass of the liquid portion of the tank as a function of time. """ + moment = self.geometry.volume_moment( + self.geometry.bottom, self.liquidHeight.max + ) + liquid_moment = moment @ self.liquidHeight + centroid = liquid_moment / self.liquidVolume - def evaluate_liquid_com(t): - mass_integrand = Function( - lambda h: h * self.liquid.density * self.geometry.area(h) - ) - if self.liquidMass(t) > 1e-6: - return mass_integrand.integral( - self.geometry.bottom, self.liquidHeight(t) - ) / self.liquidMass(t) - else: - return self.geometry.bottom + # Check for zero liquid volume + bound_volume = self.liquidVolume < 1e-4 * self.geometry.total_volume + if bound_volume.any(): + # TODO: pending Function setter impl. + centroid.yArray[bound_volume] = self.geometry.bottom + centroid.setInterpolation() + centroid.setExtrapolation() - return evaluate_liquid_com + return centroid @funcify_method("Time (s)", "center of mass of gas (m)") def gasCenterOfMass(self): @@ -168,19 +230,20 @@ def gasCenterOfMass(self): Center of mass of the gas portion of the tank as a function of time. """ + moment = self.geometry.volume_moment(self.geometry.bottom, self.gasHeight.max) + upper_moment = moment @ self.gasHeight + lower_moment = moment @ self.liquidHeight + centroid = (upper_moment - lower_moment) / self.gasVolume - def evaluate_gas_com(t): - mass_integrand = Function( - lambda h: h * self.gas.density * self.geometry.area(h) - ) - if self.gasMass(t) > 1e-6: - return mass_integrand.integral( - self.liquidHeight(t), self.gasHeight(t) - ) / self.gasMass(t) - else: - return self.geometry.bottom + # Check for zero gas volume + bound_volume = self.gasVolume < 1e-4 * self.geometry.total_volume + if bound_volume.any(): + # TODO: pending Function setter impl. + centroid.yArray[bound_volume] = self.liquidHeight.yArray[bound_volume] + centroid.setInterpolation() + centroid.setExtrapolation() - return evaluate_gas_com + return centroid @funcify_method("Time (s)", "center of mass (m)") def centerOfMass(self): @@ -193,11 +256,21 @@ def centerOfMass(self): Function Center of mass of the tank's fluids as a function of time. """ - return ( + centerOfMass = ( self.liquidCenterOfMass * self.liquidMass + self.gasCenterOfMass * self.gasMass ) / (self.mass) + # Check for zero mass + bound_mass = self.mass < 0.001 * self.geometry.total_volume * self.gas.density + if bound_mass.any(): + # TODO: pending Function setter impl. + centerOfMass.yArray[bound_mass] = self.geometry.bottom + centerOfMass.setInterpolation() + centerOfMass.setExtrapolation() + + return centerOfMass + @funcify_method("Time (s)", "inertia tensor of liquid (kg*m^2)") def liquidInertiaTensor(self): """ @@ -211,21 +284,16 @@ def liquidInertiaTensor(self): Inertia tensor of the liquid portion of the tank as a function of time. """ - - def evaluate_liquid_inertia(t): - d_inertia = Function( - lambda h: self.liquid.density - * self.geometry.area(h) - * (h**2 + self.geometry.radius(h) ** 2 / 4) - ) - return d_inertia.integral(self.geometry.bottom, self.liquidHeight(t)) - - Ix = Function(evaluate_liquid_inertia) + Ix_volume = self.geometry.Ix_volume(self.geometry.bottom, self.liquidHeight.max) + Ix_volume = Ix_volume @ self.liquidHeight # Steiner theorem to account for center of mass - Ix -= self.liquidMass * self.liquidCenterOfMass**2 - Ix += self.liquidMass * (self.liquidCenterOfMass - self.centerOfMass) ** 2 - return Ix + Ix_volume -= self.liquidVolume * self.liquidCenterOfMass**2 + Ix_volume += ( + self.liquidVolume * (self.liquidCenterOfMass - self.centerOfMass) ** 2 + ) + + return self.liquid.density * Ix_volume @funcify_method("Time (s)", "inertia tensor of gas (kg*m^2)") def gasInertiaTensor(self): @@ -240,22 +308,18 @@ def gasInertiaTensor(self): Inertia tensor of the gas portion of the tank as a function of time. """ - - def evaluate_gas_inertia(t): - d_inertia = Function( - lambda h: self.gas.density - * self.geometry.area(h) - * (h**2 + self.geometry.radius(h) ** 2 / 4) - ) - inertiaint = d_inertia.integral(self.liquidHeight(t), self.gasHeight(t)) - return inertiaint - - Ix = Function(evaluate_gas_inertia) + Ix_volume = self.geometry.Ix_volume(self.geometry.bottom, self.gasHeight.max) + lower_inertia_volume = Ix_volume @ self.liquidHeight + upper_inertia_volume = Ix_volume @ self.gasHeight + inertia_volume = upper_inertia_volume - lower_inertia_volume # Steiner theorem to account for center of mass - Ix -= self.gasMass * self.gasCenterOfMass**2 - Ix += self.gasMass * (self.gasCenterOfMass - self.centerOfMass) ** 2 - return Ix + inertia_volume -= self.gasVolume * self.gasCenterOfMass**2 + inertia_volume += ( + self.gasVolume * (self.gasCenterOfMass - self.centerOfMass) ** 2 + ) + + return self.gas.density * inertia_volume @funcify_method("Time (s)", "inertia tensor (kg*m^2)") def inertiaTensor(self): @@ -276,6 +340,7 @@ def __init__( self, name, geometry, + flux_time, liquid, gas, initial_liquid_mass, @@ -284,11 +349,13 @@ def __init__( gas_mass_flow_rate_in, liquid_mass_flow_rate_out, gas_mass_flow_rate_out, + discretize=100, ): - super().__init__(name, geometry, liquid, gas) + super().__init__(name, geometry, flux_time, gas, liquid, discretize) self.initial_liquid_mass = initial_liquid_mass self.initial_gas_mass = initial_gas_mass + # Define flow rates self.liquid_mass_flow_rate_in = Function( liquid_mass_flow_rate_in, inputs="Time", @@ -318,21 +385,28 @@ def __init__( extrapolation="zero", ) + # Discretize input flow if needed + self.discretize_flow() if discretize else None + @funcify_method("Time (s)", "mass (kg)") - def mass(self, t): - return self.liquidMass(t) + self.gasMass(t) + def mass(self): + return self.liquidMass + self.gasMass @funcify_method("Time (s)", "mass (kg)") - @except_negative - def liquidMass(self, t): - liquid_flow = self.netLiquidFlowRate.integral(0, t) - return self.initial_liquid_mass + liquid_flow + def liquidMass(self): + liquid_flow = self.netLiquidFlowRate.integralFunction() + liquidMass = self.initial_liquid_mass + liquid_flow + if (liquidMass < 0).any(): + raise ValueError(f"The tank {self.name} is underfilled.") + return liquidMass @funcify_method("Time (s)", "mass (kg)") - @except_negative - def gasMass(self, t): - gas_flow = self.netGasFlowRate.integral(0, t) - return self.initial_gas_mass + gas_flow + def gasMass(self): + gas_flow = self.netGasFlowRate.integralFunction() + gasMass = self.initial_gas_mass + gas_flow + if (gasMass < 0).any(): + raise ValueError(f"The tank {self.name} is underfilled.") + return gasMass @funcify_method("Time (s)", "liquid mass flow rate (kg/s)", extrapolation="zero") def netLiquidFlowRate(self): @@ -359,16 +433,18 @@ def liquidHeight(self): return self.geometry.inverse_volume.compose(self.liquidVolume) @funcify_method("Time (s)", "height (m)") - def gasHeight(self, t): + def gasHeight(self): fluid_volume = self.gasVolume + self.liquidVolume - gasHeight = self.geometry.inverse_volume(fluid_volume(t)) - if gasHeight <= self.geometry.top: - return gasHeight - else: - raise ValueError( - f"The tank {self.name}, is overfilled" - f"with gas height {gasHeight} at time {t}" - ) + gasHeight = self.geometry.inverse_volume.compose(fluid_volume) + if (gasHeight > self.geometry.top).any(): + raise ValueError(f"The tank {self.name} is overfilled.") + return gasHeight + + def discretize_flow(self): + self.liquid_mass_flow_rate_in.setDiscrete(*self.flux_time, self.discretize) + self.gas_mass_flow_rate_in.setDiscrete(*self.flux_time, self.discretize) + self.liquid_mass_flow_rate_out.setDiscrete(*self.flux_time, self.discretize) + self.gas_mass_flow_rate_out.setDiscrete(*self.flux_time, self.discretize) class UllageBasedTank(Tank): @@ -376,12 +452,23 @@ def __init__( self, name, geometry, + flux_time, liquid, gas, ullage, + discretize=100, ): - super().__init__(name, geometry, liquid, gas) - self.ullage = Function(ullage, "Time", "Volume", "linear", "constant") + super().__init__(name, geometry, flux_time, gas, liquid, discretize) + + # Define ullage + self.ullage = Function(ullage, "Time (s)", "Volume (m³)", "linear") + + # Discretize input if needed + self.discretize_ullage() if discretize else None + + # Check if the ullage is within bounds + if (self.ullage > self.geometry.total_volume).any() or (self.ullage < 0).any(): + raise ValueError("The ullage volume is out of bounds.") @funcify_method("Time (s)", "mass (kg)") def mass(self): @@ -393,21 +480,19 @@ def netMassFlowRate(self): @funcify_method("Time (s)", "volume (m³)") def liquidVolume(self): - return -1 * (self.ullage - self.geometry.total_volume) + return -(self.ullage - self.geometry.total_volume) @funcify_method("Time (s)", "volume (m³)") def gasVolume(self): return self.ullage @funcify_method("Time (s)", "mass (kg)") - @except_negative - def gasMass(self, t): - return self.gasVolume(t) * self.gas.density + def gasMass(self): + return self.gasVolume * self.gas.density @funcify_method("Time (s)", "mass (kg)") - @except_negative - def liquidMass(self, t): - return self.liquidVolume(t) * self.liquid.density + def liquidMass(self): + return self.liquidVolume * self.liquid.density @funcify_method("Time (s)", "height (m)") def liquidHeight(self): @@ -417,21 +502,37 @@ def liquidHeight(self): def gasHeight(self): return self.geometry.top + def discretize_ullage(self): + self.ullage.setDiscrete(*self.flux_time, self.discretize) + class LevelBasedTank(Tank): def __init__( self, name, geometry, + flux_time, liquid, gas, liquid_height, + discretize=100, ): - super().__init__(name, geometry, liquid, gas) + super().__init__(name, geometry, flux_time, gas, liquid, discretize) + + # Define liquid height self.liquid_height = Function( - liquid_height, "Time", "Volume", "linear", "constant" + liquid_height, "Time (s)", "volume (m³)", "linear" ) + # Discretize input if needed + self.discretize_liquid_height() if discretize else None + + # Check if the liquid level is within bounds + if (self.liquid_height > self.geometry.top).any() or ( + self.liquid_height < self.geometry.bottom + ).any(): + raise ValueError("The liquid level is out of bounds.") + @funcify_method("Time (s)", "mass (kg)") def mass(self): return self.liquidMass + self.gasMass @@ -453,33 +554,41 @@ def liquidHeight(self): return self.liquid_height @funcify_method("Time (s)", "mass (kg)") - @except_negative - def gasMass(self, t): - return self.gasVolume(t) * self.gas.density + def gasMass(self): + return self.gasVolume * self.gas.density @funcify_method("Time (s)", "mass (kg)") - @except_negative - def liquidMass(self, t): - return self.liquidVolume(t) * self.liquid.density + def liquidMass(self): + return self.liquidVolume * self.liquid.density @funcify_method("Time (s)", "height (m)") - def gasHeight(self, t): + def gasHeight(self): return self.geometry.top + def discretize_liquid_height(self): + self.liquid_height.setDiscrete(*self.flux_time, self.discretize) + class MassBasedTank(Tank): def __init__( self, name, geometry, + flux_time, liquid, gas, liquid_mass, gas_mass, + discretize=100, ): - super().__init__(name, geometry, liquid, gas) - self.liquid_mass = Function(liquid_mass, "Time", "Mass", "linear", "constant") - self.gas_mass = Function(gas_mass, "Time", "Mass", "linear", "constant") + super().__init__(name, geometry, flux_time, gas, liquid, discretize) + + # Define fluid masses + self.liquid_mass = Function(liquid_mass, "Time (s)", "mass (kg)", "linear") + self.gas_mass = Function(gas_mass, "Time (s)", "mass (kg)", "linear") + + # Discretize input if needed + self.discretize_masses() if discretize else None @funcify_method("Time (s)", "mass (kg)") def mass(self): @@ -490,13 +599,11 @@ def netMassFlowRate(self): return self.mass.derivativeFunction() @funcify_method("Time (s)", "mass (kg)") - @except_negative - def liquidMass(self, t): + def liquidMass(self): return self.liquid_mass @funcify_method("Time (s)", "mass (kg)") - @except_negative - def gasMass(self, t): + def gasMass(self): return self.gas_mass @funcify_method("Time (s)", "volume (m³)") @@ -512,13 +619,13 @@ def liquidHeight(self): return self.geometry.inverse_volume.compose(self.liquidVolume) @funcify_method("Time (s)", "height (m)") - def gasHeight(self, t): + def gasHeight(self): fluid_volume = self.gasVolume + self.liquidVolume - gasHeight = self.geometry.inverse_volume(fluid_volume(t)) - if gasHeight <= self.geometry.top: - return gasHeight - else: - raise ValueError( - f"The tank {self.name}, is overfilled" - f"with gas height {gasHeight} at time {t}" - ) + gasHeight = self.geometry.inverse_volume.compose(fluid_volume) + if (gasHeight > self.geometry.top).any(): + raise ValueError(f"The tank {self.name} is overfilled.") + return gasHeight + + def discretize_masses(self): + self.liquid_mass.setDiscrete(*self.flux_time, self.discretize) + self.gas_mass.setDiscrete(*self.flux_time, self.discretize) diff --git a/rocketpy/motors/TankGeometry.py b/rocketpy/motors/TankGeometry.py index c399c9f52..2aea8b46e 100644 --- a/rocketpy/motors/TankGeometry.py +++ b/rocketpy/motors/TankGeometry.py @@ -3,6 +3,13 @@ from rocketpy import Function from rocketpy.Function import PiecewiseFunction, funcify_method +try: + from functools import cache +except ImportError: + from functools import lru_cache + + cache = lru_cache(maxsize=None) + try: from functools import cached_property except ImportError: @@ -168,6 +175,109 @@ def inverse_volume(self): lambda v: v / (np.pi * self.average_radius**2), ) + @cache + def volume_moment(self, lower, upper): + """ + Calculates the first volume moment of the tank as a function of height. + The first volume moment is used in the evaluation of the tank centroid, + and can be understood as the weighted sum of the tank's infinitesimal + slices volume by their height. + + The height referential is the zero level of the defined tank geometry, + not to be confused with the tank bottom. + + See also: + https://en.wikipedia.org/wiki/Moment_(physics) + + Returns + ------- + Function + Tank's first volume moment as a function of height. + """ + height = self.area.identityFunction() + + # Tolerance of 1e-8 is used to avoid numerical errors + upper = upper + 1e-12 if upper - lower < 1e-8 else upper + + volume_moment = (height * self.area).integralFunction(lower, upper) + + # Correct naming + volume_moment.setInputs("height (m)") + volume_moment.setOutputs("balance (m⁴)") + + return volume_moment + + @cache + def Ix_volume(self, lower, upper): + """ + The volume of inertia of the tank with respect to + the x-axis as a function of height. The x direction is + assumed to be perpendicular to the motor body axis. + + The inertia reference point is the zero level of the defined + tank geometry, not to be confused with the tank bottom. + + Returns + ------- + Function + Tank volume of inertia as a function of height. + """ + height2 = self.radius.identityFunction() ** 2 + + # Tolerance of 1e-8 is used to avoid numerical errors + upper = upper + 1e-12 if upper - lower < 1e-8 else upper + + inertia = (self.area * (height2 + self.radius**2 / 4)).integralFunction( + lower, upper + ) + + # Correct naming + inertia.setInputs("height (m)") + inertia.setOutputs("volume of inertia (m⁵)") + + return inertia + + @cache + def Iy_volume(self, lower, upper): + """ + The volume of inertia of the tank with respect to + the y-axis as a function of height. The y direction is + assumed to be perpendicular to the motor body axis. + + The inertia reference point is the zero level of the defined + tank geometry, not to be confused with the tank bottom. + + Due to symmetry, this is the same as the Ix_volume. + + Returns + ------- + Function + Tank volume of inertia as a function of height. + """ + return self.Ix_volume(lower, upper) + + @cache + def Iz_volume(self, lower, upper): + """ + The volume of inertia of the tank with respect to + the z-axis as a function of height. The z direction is + assumed to be parallel to the motor body axis. + + The inertia reference point is the zero level of the defined + tank geometry, not to be confused with the tank bottom. + + Returns + ------- + Function + Tank volume of inertia as a function of height. + """ + # Tolerance of 1e-8 is used to avoid numerical errors + upper = upper + 1e-12 if upper - lower < 1e-8 else upper + + inertia = (self.area * self.radius**2).integralFunction(lower, upper) / 2 + + return inertia + def add_geometry(self, domain, radius_function): """ Adds a new geometry to the tank. The geometry is defined by a Function diff --git a/tests/test_liquidmotor.py b/tests/test_liquidmotor.py index be2820452..ea66761e3 100644 --- a/tests/test_liquidmotor.py +++ b/tests/test_liquidmotor.py @@ -53,10 +53,12 @@ def test_mass_based_motor(): real_tank_lox = MassBasedTank( name="Real Tank", geometry=real_geometry, - liquid=lox, - gas=n2, + flux_time=(0, 10), liquid_mass=lox_masses, gas_mass=gas_masses, + liquid=lox, + gas=n2, + discretize=None, ) # Generate tank geometry {radius: height, ...} @@ -66,10 +68,12 @@ def test_mass_based_motor(): example_tank_lox = MassBasedTank( name="Example Tank", geometry=example_geometry, - liquid=lox, - gas=n2, + flux_time=(0, 10), liquid_mass=example_liquid_masses, gas_mass=example_gas_masses, + liquid=lox, + gas=n2, + discretize=None, ) initial_liquid_mass = 5 @@ -183,9 +187,11 @@ def test_ullage_based_motor(): levelTank = LevelBasedTank( name="Ullage Tank", geometry=tank_geometry, + flux_time=(0, 10), gas=n2, liquid=lox, liquid_height=ullage_data, + discretize=None, ) mass_data = pd.read_csv(test_dir + "loxMass.csv").to_numpy() @@ -243,8 +249,8 @@ def align_time_series(small_source, large_source): def test_mfr_tank_basic(): def test(t, a, tol=1e-4): for i in np.arange(0, 10, 1): + print(t.getValue(i), a(i)) assert isclose(t.getValue(i), a(i), abs_tol=tol) - # print(t.getValue(i), a(i)) def test_nmfr(): nmfr = ( @@ -297,7 +303,6 @@ def test_com(): ) tcom = t.centerOfMass - test(tcom, acom) def test_inertia(): @@ -352,14 +357,16 @@ def test_inertia(): t = MassFlowRateBasedTank( name="Test Tank", geometry=tank_radius_function, + flux_time=(0, 10), initial_liquid_mass=initial_liquid_mass, initial_gas_mass=initial_gas_mass, - liquid_mass_flow_rate_in=liquid_mass_flow_rate_in, - gas_mass_flow_rate_in=gas_mass_flow_rate_in, - liquid_mass_flow_rate_out=liquid_mass_flow_rate_out, - gas_mass_flow_rate_out=gas_mass_flow_rate_out, + liquid_mass_flow_rate_in=Function(0.1).setDiscrete(0, 10, 1000), + gas_mass_flow_rate_in=Function(0.01).setDiscrete(0, 10, 1000), + liquid_mass_flow_rate_out=Function(0.2).setDiscrete(0, 10, 1000), + gas_mass_flow_rate_out=Function(0.02).setDiscrete(0, 10, 1000), liquid=lox, gas=n2, + discretize=None, ) test_nmfr() diff --git a/tests/test_rocket.py b/tests/test_rocket.py index 06e1f14d6..08bad6954 100644 --- a/tests/test_rocket.py +++ b/tests/test_rocket.py @@ -357,8 +357,8 @@ def test_evaluate_static_margin_assert_cp_equals_cm(kg, m, dimensionless_rocket) assert rocket.centerOfMass(0) / (2 * rocket.radius) == rocket.staticMargin(0) assert pytest.approx( - rocket.centerOfMass(burnOutTime) / (2 * rocket.radius), 1e-12 - ) == pytest.approx(rocket.staticMargin(burnOutTime), 1e-12) + rocket.centerOfMass(burnOutTime) / (2 * rocket.radius), 1e-8 + ) == pytest.approx(rocket.staticMargin(burnOutTime), 1e-8) assert rocket.totalLiftCoeffDer == 0 assert rocket.cpPosition == 0 @@ -379,26 +379,26 @@ def test_add_nose_assert_cp_cm_plus_nose(k, type, rocket, dimensionless_rocket, clalpha = 2 static_margin_initial = (rocket.centerOfMass(0) - cpz) / (2 * rocket.radius) - assert static_margin_initial == pytest.approx(rocket.staticMargin(0), 1e-12) + assert static_margin_initial == pytest.approx(rocket.staticMargin(0), 1e-8) static_margin_final = (rocket.centerOfMass(np.inf) - cpz) / (2 * rocket.radius) - assert static_margin_final == pytest.approx(rocket.staticMargin(np.inf), 1e-12) + assert static_margin_final == pytest.approx(rocket.staticMargin(np.inf), 1e-8) - assert clalpha == pytest.approx(rocket.totalLiftCoeffDer, 1e-12) - assert rocket.cpPosition == pytest.approx(cpz, 1e-12) + assert clalpha == pytest.approx(rocket.totalLiftCoeffDer, 1e-8) + assert rocket.cpPosition == pytest.approx(cpz, 1e-8) dimensionless_rocket.addNose(length=0.55829 * m, kind=type, position=1.278 * m) - assert pytest.approx(dimensionless_rocket.staticMargin(0), 1e-12) == pytest.approx( - rocket.staticMargin(0), 1e-12 + assert pytest.approx(dimensionless_rocket.staticMargin(0), 1e-8) == pytest.approx( + rocket.staticMargin(0), 1e-8 ) assert pytest.approx( - dimensionless_rocket.staticMargin(np.inf), 1e-12 - ) == pytest.approx(rocket.staticMargin(np.inf), 1e-12) - assert pytest.approx( - dimensionless_rocket.totalLiftCoeffDer, 1e-12 - ) == pytest.approx(rocket.totalLiftCoeffDer, 1e-12) - assert pytest.approx(dimensionless_rocket.cpPosition / m, 1e-12) == pytest.approx( - rocket.cpPosition, 1e-12 + dimensionless_rocket.staticMargin(np.inf), 1e-8 + ) == pytest.approx(rocket.staticMargin(np.inf), 1e-8) + assert pytest.approx(dimensionless_rocket.totalLiftCoeffDer, 1e-8) == pytest.approx( + rocket.totalLiftCoeffDer, 1e-8 + ) + assert pytest.approx(dimensionless_rocket.cpPosition / m, 1e-8) == pytest.approx( + rocket.cpPosition, 1e-8 ) @@ -416,10 +416,10 @@ def test_add_tail_assert_cp_cm_plus_tail(rocket, dimensionless_rocket, m): ) static_margin_initial = (rocket.centerOfMass(0) - cpz) / (2 * rocket.radius) - assert static_margin_initial == pytest.approx(rocket.staticMargin(0), 1e-12) + assert static_margin_initial == pytest.approx(rocket.staticMargin(0), 1e-8) static_margin_final = (rocket.centerOfMass(np.inf) - cpz) / (2 * rocket.radius) - assert static_margin_final == pytest.approx(rocket.staticMargin(np.inf), 1e-12) + assert static_margin_final == pytest.approx(rocket.staticMargin(np.inf), 1e-8) assert np.abs(clalpha) == pytest.approx(np.abs(rocket.totalLiftCoeffDer), 1e-8) assert rocket.cpPosition == cpz @@ -429,17 +429,17 @@ def test_add_tail_assert_cp_cm_plus_tail(rocket, dimensionless_rocket, m): length=0.060 * m, position=-1.194656 * m, ) - assert pytest.approx(dimensionless_rocket.staticMargin(0), 1e-12) == pytest.approx( - rocket.staticMargin(0), 1e-12 + assert pytest.approx(dimensionless_rocket.staticMargin(0), 1e-8) == pytest.approx( + rocket.staticMargin(0), 1e-8 ) assert pytest.approx( - dimensionless_rocket.staticMargin(np.inf), 1e-12 - ) == pytest.approx(rocket.staticMargin(np.inf), 1e-12) - assert pytest.approx( - dimensionless_rocket.totalLiftCoeffDer, 1e-12 - ) == pytest.approx(rocket.totalLiftCoeffDer, 1e-12) - assert pytest.approx(dimensionless_rocket.cpPosition / m, 1e-12) == pytest.approx( - rocket.cpPosition, 1e-12 + dimensionless_rocket.staticMargin(np.inf), 1e-8 + ) == pytest.approx(rocket.staticMargin(np.inf), 1e-8) + assert pytest.approx(dimensionless_rocket.totalLiftCoeffDer, 1e-8) == pytest.approx( + rocket.totalLiftCoeffDer, 1e-8 + ) + assert pytest.approx(dimensionless_rocket.cpPosition / m, 1e-8) == pytest.approx( + rocket.cpPosition, 1e-8 ) @@ -534,13 +534,13 @@ def test_add_fins_assert_cp_cm_plus_fins(rocket, dimensionless_rocket, m): clalpha *= 1 + rocket.radius / (0.1 + rocket.radius) static_margin_initial = (rocket.centerOfMass(0) - cpz) / (2 * rocket.radius) - assert static_margin_initial == pytest.approx(rocket.staticMargin(0), 1e-12) + assert static_margin_initial == pytest.approx(rocket.staticMargin(0), 1e-8) static_margin_final = (rocket.centerOfMass(np.inf) - cpz) / (2 * rocket.radius) - assert static_margin_final == pytest.approx(rocket.staticMargin(np.inf), 1e-12) + assert static_margin_final == pytest.approx(rocket.staticMargin(np.inf), 1e-8) - assert np.abs(clalpha) == pytest.approx(np.abs(rocket.totalLiftCoeffDer), 1e-12) - assert rocket.cpPosition == pytest.approx(cpz, 1e-12) + assert np.abs(clalpha) == pytest.approx(np.abs(rocket.totalLiftCoeffDer), 1e-8) + assert rocket.cpPosition == pytest.approx(cpz, 1e-8) dimensionless_rocket.addTrapezoidalFins( 4, @@ -549,17 +549,17 @@ def test_add_fins_assert_cp_cm_plus_fins(rocket, dimensionless_rocket, m): tipChord=0.040 * m, position=-1.04956 * m, ) - assert pytest.approx(dimensionless_rocket.staticMargin(0), 1e-12) == pytest.approx( - rocket.staticMargin(0), 1e-12 + assert pytest.approx(dimensionless_rocket.staticMargin(0), 1e-8) == pytest.approx( + rocket.staticMargin(0), 1e-8 ) assert pytest.approx( - dimensionless_rocket.staticMargin(np.inf), 1e-12 - ) == pytest.approx(rocket.staticMargin(np.inf), 1e-12) - assert pytest.approx( - dimensionless_rocket.totalLiftCoeffDer, 1e-12 - ) == pytest.approx(rocket.totalLiftCoeffDer, 1e-12) - assert pytest.approx(dimensionless_rocket.cpPosition / m, 1e-12) == pytest.approx( - rocket.cpPosition, 1e-12 + dimensionless_rocket.staticMargin(np.inf), 1e-8 + ) == pytest.approx(rocket.staticMargin(np.inf), 1e-8) + assert pytest.approx(dimensionless_rocket.totalLiftCoeffDer, 1e-8) == pytest.approx( + rocket.totalLiftCoeffDer, 1e-8 + ) + assert pytest.approx(dimensionless_rocket.cpPosition / m, 1e-8) == pytest.approx( + rocket.cpPosition, 1e-8 ) diff --git a/tests/test_solidmotor.py b/tests/test_solidmotor.py index 3eaf1e412..e948c4076 100644 --- a/tests/test_solidmotor.py +++ b/tests/test_solidmotor.py @@ -79,7 +79,7 @@ def test_mass_curve_asserts_extreme_values(solid_motor): ) grain_mass = grain_vol * grainDensity - assert np.allclose(solid_motor.mass.getSource()[-1][-1], 0) + assert np.allclose(solid_motor.mass.getSource()[-1][-1], 0, atol=1e-6) assert np.allclose(solid_motor.mass.getSource()[0][-1], grainNumber * grain_mass) @@ -105,7 +105,9 @@ def test_burn_area_asserts_extreme_values(solid_motor): ) assert np.allclose(solid_motor.burnArea.getSource()[0][-1], initial_burn_area) - assert np.allclose(solid_motor.burnArea.getSource()[-1][-1], final_burn_area) + assert np.allclose( + solid_motor.burnArea.getSource()[-1][-1], final_burn_area, atol=1e-6 + ) def test_evaluate_inertia_11_asserts_extreme_values(solid_motor): @@ -130,7 +132,7 @@ def test_evaluate_inertia_11_asserts_extreme_values(solid_motor): assert np.allclose( solid_motor.I_11.getSource()[0][-1], inertia_11_initial, atol=0.01 ) - assert np.allclose(solid_motor.I_11.getSource()[-1][-1], 0, atol=1e-16) + assert np.allclose(solid_motor.I_11.getSource()[-1][-1], 0, atol=1e-6) def test_evaluate_inertia_33_asserts_extreme_values(solid_motor): @@ -146,7 +148,7 @@ def test_evaluate_inertia_33_asserts_extreme_values(solid_motor): assert np.allclose( solid_motor.I_33.getSource()[0][-1], grain_I_33_initial, atol=0.01 ) - assert np.allclose(solid_motor.I_33.getSource()[-1][-1], 0, atol=1e-16) + assert np.allclose(solid_motor.I_33.getSource()[-1][-1], 0, atol=1e-6) def tests_import_eng_asserts_read_values_correctly(solid_motor):