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@smoofra
Last active August 14, 2018 19:14
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"%matplotlib inline"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"import sys\n",
"import os\n",
"import xml.etree.ElementTree as ElementTree\n",
"import numpy as np\n",
"from matplotlib import pyplot as plt"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"ename": "ParseError",
"evalue": "not well-formed (invalid token): line 3, column 9 (<string>)",
"output_type": "error",
"traceback": [
"Traceback \u001b[0;36m(most recent call last)\u001b[0m:\n",
" File \u001b[1;32m\"/Volumes/data/homebrew/lib/python3.6/site-packages/IPython/core/interactiveshell.py\"\u001b[0m, line \u001b[1;32m2862\u001b[0m, in \u001b[1;35mrun_code\u001b[0m\n exec(code_obj, self.user_global_ns, self.user_ns)\n",
" File \u001b[1;32m\"<ipython-input-3-2302a9780028>\"\u001b[0m, line \u001b[1;32m3\u001b[0m, in \u001b[1;35m<module>\u001b[0m\n et = ElementTree.fromstring(data)\n",
"\u001b[0;36m File \u001b[0;32m\"/Volumes/data/homebrew/Cellar/python3/3.6.4_2/Frameworks/Python.framework/Versions/3.6/lib/python3.6/xml/etree/ElementTree.py\"\u001b[0;36m, line \u001b[0;32m1314\u001b[0;36m, in \u001b[0;35mXML\u001b[0;36m\u001b[0m\n\u001b[0;31m parser.feed(text)\u001b[0m\n",
"\u001b[0;36m File \u001b[0;32m\"<string>\"\u001b[0;36m, line \u001b[0;32munknown\u001b[0m\n\u001b[0;31mParseError\u001b[0m\u001b[0;31m:\u001b[0m not well-formed (invalid token): line 3, column 9\n"
]
}
],
"source": [
"with open(os.path.expanduser('~/Downloads/test.drx'), 'r', encoding='utf-8') as f:\n",
" data = f.read()\n",
"et = ElementTree.fromstring(data)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'<Gallery::GyStill DbId=\"2cd6ac06-7232-44e0-a55b-476387a702a4\">'"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data.splitlines()[2]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"wtf?"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<Element 'Gallery_GyStill' at 0x10b3fae08>"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"et = ElementTree.fromstring(data.replace(\"::\", \"_\"))\n",
"et"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"ok, fine"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(288, 162)"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"width = int(et.find('Vsr/BtThumnail/ImgWidth').text)\n",
"height = int(et.find('Vsr/BtThumnail/ImgHeight').text)\n",
"(width, height)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data = bytes.fromhex(et.find('Vsr/BtThumnail/Buffer').text)\n",
"len(data) % (width*height)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"3"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"len(data) // (width*height)"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[[[255 0 0]\n",
" [255 0 0]\n",
" [255 0 0]\n",
" [255 0 0]\n",
" [255 0 0]]\n",
"\n",
" [[ 0 255 0]\n",
" [ 0 255 0]\n",
" [ 0 255 0]\n",
" [ 0 255 0]\n",
" [ 0 255 0]]\n",
"\n",
" [[ 0 0 255]\n",
" [ 0 0 255]\n",
" [ 0 0 255]\n",
" [ 0 0 255]\n",
" [ 0 0 255]]]\n"
]
},
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAX8AAADsCAYAAACcwaY+AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4yLCBo\ndHRwOi8vbWF0cGxvdGxpYi5vcmcvhp/UCwAADHdJREFUeJzt3X+oX/V9x/Hna0lsxyzTzVAliT/G\nQjc7WH9cMov/iJsQnZhB/UNhrS0ddxRlFgqb66Bl/cvtj24UpRJUrFvRDi3dnVgkQ4ctTOdNFn8k\nLvROVkzI0JpNG1qUdO/9cU+Xu+s3ucn3HO+58fN8wJd8z/f78Xw+HJJnTs73e4+pKiRJbfm5sRcg\nSVp9xl+SGmT8JalBxl+SGmT8JalBxl+SGtQr/kl+KcmuJN/vfj33BON+mmRv95jrM6ckqb/0+Z5/\nkr8EjlTV7UluA86tqj+ZMO5oVZ3dY52SpAH1jf8B4IqqOpzkAuCfquoDE8YZf0laQ/pe839/VR3u\nnv8n8P4TjHtvkvkkTyX5vZ5zSpJ6Wr/SgCT/CJw/4a0/W7pRVZXkRP+MuKiqDiX5FeDxJM9X1b9P\nmGsWmAX4Bfjor624fEnSUrvhh1W1caVxq3LZZ9l/cx/wSFU9dLJxM0nNT70ySWpTYHdVzaw0ru9l\nnzngpu75TcDfv20hyblJ3tM9Pw+4HNjfc15JUg994387cFWS7wO/022TZCbJ3d2YXwfmkzwLPAHc\nXlXGX5JG1OuyzzvJyz6SdPpW67KPJOkMZPwlqUHGX5IaZPwlqUHGX5IaZPwlqUHGX5IaZPwlqUHG\nX5IaZPwlqUHGX5IaZPwlqUHGX5IaZPwlqUHGX5IaZPwlqUHGX5IaZPwlqUHGX5IaZPwlqUHGX5Ia\nZPwlqUHGX5IaZPwlqUHGX5IaNEj8k2xPciDJQpLbJrz/niTf7N5/OsnFQ8wrSZpO7/gnWQfcCVwN\nXArcmOTSZcM+A/xXVf0q8FfAX/SdV5I0vSHO/LcBC1X1UlW9BTwI7Fg2Zgfw9e75Q8BvJ8kAc0uS\npjBE/DcBLy/ZPti9NnFMVR0DXgd+efmOkswmmU8y/+oAC5MkTbamPvCtqp1VNVNVMxvHXowkvYsN\nEf9DwJYl25u71yaOSbIe+EXgtQHmliRNYYj4PwNsTXJJkrOAG4C5ZWPmgJu659cDj1dVDTC3JGkK\n6/vuoKqOJbkFeAxYB9xbVfuSfBmYr6o54B7gb5IsAEdY/AtCkjSSrNUT8Jmk5sdehCSdYQK7q2pm\npXFr6gNfSdLqMP6S1CDjL0kNMv6S1CDjL0kNMv6S1CDjL0kNMv6S1CDjL0kNMv6S1CDjL0kNMv6S\n1CDjL0kNMv6S1CDjL0kNMv6S1CDjL0kNMv6S1CDjL0kNMv6S1CDjL0kNMv6S1CDjL0kNMv6S1KBB\n4p9ke5IDSRaS3Dbh/U8leTXJ3u7xB0PMK0mazvq+O0iyDrgTuAo4CDyTZK6q9i8b+s2quqXvfJKk\n/oY4898GLFTVS1X1FvAgsGOA/UqS3iFDxH8T8PKS7YPda8t9PMlzSR5KsmWAeSVJU+p92ecU/QPw\nQFW9meQPga8DVy4flGQWmAXgQsgPVml1kvRukVMbNsSZ/yFg6Zn85u61/1NVr1XVm93m3cBHJ+2o\nqnZW1UxVzbBxgJVJkiYaIv7PAFuTXJLkLOAGYG7pgCQXLNm8DnhxgHklSVPqfdmnqo4luQV4DFgH\n3FtV+5J8GZivqjngj5JcBxwDjgCf6juvJGl6qaqx1zBRZlLMj70KSTrDhN1VNbPSMH/CV5IaZPwl\nqUHGX5IaZPwlqUHGX5IaZPwlqUHGX5IaZPwlqUHGX5IaZPwlqUHGX5IaZPwlqUHGX5IaZPwlqUHG\nX5IaZPwlqUHGX5IaZPwlqUHGX5IaZPwlqUHGX5IaZPwlqUHGX5IaZPwlqUHGX5IaNEj8k9yb5JUk\nL5zg/ST5apKFJM8l+cgQ80qSpjPUmf99wPaTvH81sLV7zAJfG2heSdIUBol/VT0JHDnJkB3A/bXo\nKeCcJBcMMbck6fSt1jX/TcDLS7YPdq/9P0lmk8wnmefVVVqZJDVoTX3gW1U7q2qmqmbYOPZqJOnd\na7XifwjYsmR7c/eaJGkEqxX/OeCT3bd+LgNer6rDqzS3JGmZ9UPsJMkDwBXAeUkOAl8CNgBU1V3A\no8A1wALwY+DTQ8wrSZrOIPGvqhtXeL+Am4eYS5LU35r6wFeStDqMvyQ1yPhLUoOMvyQ1yPhLUoOM\nvyQ1yPhLUoOMvyQ1yPhLUoOMvyQ1yPhLUoOMvyQ1yPhLUoOMvyQ1yPhLUoOMvyQ1yPhLUoOMvyQ1\nyPhLUoOMvyQ1yPhLUoOMvyQ1yPhLUoOMvyQ1aJD4J7k3yStJXjjB+1ckeT3J3u7xxSHmlSRNZ/1A\n+7kPuAO4/yRjvltV1w40nySph0HO/KvqSeDIEPuSJL3zVvOa/8eSPJvkO0k+uIrzSpKWGeqyz0r2\nABdV1dEk1wDfBrYuH5RkFphd3LoQ8oNVWp4kvVvklEatypl/Vb1RVUe7548CG5KcN2HczqqaqaoZ\n2LgaS5OkJq1K/JOcnyTd823dvK+txtySpLcb5LJPkgeAK4DzkhwEvgRsAKiqu4Drgc8mOQb8BLih\nqmqIuSVJpy9rtcHJTMH82MuQpDNMdi9eOj85f8JXkhpk/CWpQcZfkhpk/CWpQcZfkhpk/CWpQcZf\nkhpk/CWpQcZfkhpk/CWpQcZfkhpk/CWpQcZfkhpk/CWpQcZfkhpk/CWpQcZfkhpk/CWpQcZfkhpk\n/CWpQcZfkhpk/CWpQcZfkhpk/CWpQcZfkhrUO/5JtiR5Isn+JPuS3DphTJJ8NclCkueSfKTvvJKk\n6a0fYB/HgM9X1Z4k7wN2J9lVVfuXjLka2No9fgv4WverJGkEvc/8q+pwVe3pnv8IeBHYtGzYDuD+\nWvQUcE6SC/rOLUmazqDX/JNcDHwYeHrZW5uAl5dsH+Ttf0GQZDbJfJJ5eHXIpUmSlhgs/knOBh4G\nPldVb0yzj6raWVUzVTUDG4damiRpmUHin2QDi+H/RlV9a8KQQ8CWJdubu9ckSSMY4ts+Ae4BXqyq\nr5xg2Bzwye5bP5cBr1fV4b5zS5KmM8S3fS4HPgE8n2Rv99oXgAsBquou4FHgGmAB+DHw6QHmlSRN\nqXf8q+p7QFYYU8DNfeeSJA3Dn/CVpAYZf0lqkPGXpAYZf0lqkPGXpAYZf0lqkPGXpAYZf0lqkPGX\npAYZf0lqkPGXpAYZf0lqkPGXpAYZf0lqkPGXpAYZf0lqkPGXpAYZf0lqkPGXpAYZf0lqkPGXpAYZ\nf0lqkPGXpAYZf0lqUO/4J9mS5Ikk+5PsS3LrhDFXJHk9yd7u8cW+80qSprd+gH0cAz5fVXuSvA/Y\nnWRXVe1fNu67VXXtAPNJknrqfeZfVYerak/3/EfAi8CmvvuVJL1zBr3mn+Ri4MPA0xPe/liSZ5N8\nJ8kHh5xXknR6hrjsA0CSs4GHgc9V1RvL3t4DXFRVR5NcA3wb2DphH7PAbLd5FHJgqPX1cB7ww7EX\nsUZ4LI7zWBznsThuLRyLi05lUKqq90xJNgCPAI9V1VdOYfx/ADNVNfZBWlGS+aqaGXsda4HH4jiP\nxXEei+POpGMxxLd9AtwDvHii8Cc5vxtHkm3dvK/1nVuSNJ0hLvtcDnwCeD7J3u61LwAXAlTVXcD1\nwGeTHAN+AtxQQ/yTQ5I0ld7xr6rvAVlhzB3AHX3nGsnOsRewhngsjvNYHOexOO6MORaDXPOXJJ1Z\nvL2DJDXI+J9Aku1JDiRZSHLb2OsZU5J7k7yS5IWx1zKmU7mVSSuSvDfJv3Q/u7MvyZ+PvaaxJVmX\n5F+TPDL2Wk6F8Z8gyTrgTuBq4FLgxiSXjruqUd0HbB97EWvAz25lcilwGXBzw78v3gSurKrfBD4E\nbE9y2chrGtutLN7h4Ixg/CfbBixU1UtV9RbwILBj5DWNpqqeBI6MvY6xeSuT42rR0W5zQ/do9gPE\nJJuB3wXuHnstp8r4T7YJeHnJ9kEa/UOuyVa4lUkTussce4FXgF1V1eyxAP4a+GPgf8ZeyKky/tJp\nWuFWJs2oqp9W1YeAzcC2JL8x9prGkORa4JWq2j32Wk6H8Z/sELBlyfbm7jU1rruVycPAN6rqW2Ov\nZy2oqv8GnqDdz4UuB67rblvzIHBlkr8dd0krM/6TPQNsTXJJkrOAG4C5kdekkZ3KrUxakWRjknO6\n5z8PXAX827irGkdV/WlVba6qi1lsxeNV9fsjL2tFxn+CqjoG3AI8xuKHen9XVfvGXdV4kjwA/DPw\ngSQHk3xm7DWN5Ge3Mrlyyf+V7pqxFzWSC4AnkjzH4snSrqo6I77iqEX+hK8kNcgzf0lqkPGXpAYZ\nf0lqkPGXpAYZf0lqkPGXpAYZf0lqkPGXpAb9L4HKHrsw4AyTAAAAAElFTkSuQmCC\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"im = np.zeros((3,5,3), np.uint8)\n",
"for i in range(3):\n",
" im[i,:,i] = 255\n",
"print(im)\n",
"plt.imshow(im);"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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0Y9K50nObKNKAE5IGPLdgg6FRlejXqV3cby8kd7eVTW1/Ry0jndhE/V43if24\nFsppNZtqmfo6cmVWWLU+swpn0O7C+4bllE+NU+e5lica/N4c3vPt4ZOoJQR/8e5JyXHtIt8aC7c9\nu1YrtgIDW/4yaPAfzeE1rznnihk7UFr5Se0O1YCm9hwpcP1CkvI7rJ0XRYAHc7geKO/wUebqRfrc\nAGgqrndg73l2WVrtQX8NFnNl2mdoR2ex+hbgrwNfsdb+T+rW3wN+Efgr/u+vr0yLbopmSZAvg7/Q\nE5aoum5V3toMyZKPG/ctS/N3eOw0yx6dz0nze+r0ugSPEPawgnembsUqlzH3yicAZFTs4HyEh0E8\nt1DVLu52No7vMpJkLarXO8Okciu/wU2/Lm1MGkQsUPqB+XH5R+wadz2tw9+CkThXqH94POfHtps+\nxOO7dk3QlwSFn/QKyaI1tTY+1YJSoCOvZs32FeKe1HA1DJQkn8ma+Qt1/qhKe16NwLUslCcN0u+F\nfadWWdFi4sKkxXQfF3qBMH7Id56+3Wg7tc21Sne/uf83DEhW4JYfuHXR91WbCc5dMpp+BsJEsSWp\njY7V8kwUdElUey7COFDebecwz5D6DllrJy3RoluNdVdyuOvbwTsnSdALwvTtcR59b4sQG5uuN1Sf\nLn1adZ2+1djAVT8hXynhsY8zU8JRDgvvW+ImefBW637y3TUw9eH356n/hzykZHFdqH19Fj8+XYN1\n17duD75dk0bXc32a4gY4i0b908BfAH5fRH7Xh/13uAn6b4vILwHvAL9whjwGDBgwYMCA72ucxer7\nn9AvI/zcqRMUGqcs9R3ScSpqXAWucsy0wHT00Cl1OyOdx/IslucdtNO+RFqaOzitI2gEb89OOCwP\nfISK1wt3FNXvHH+DSeY06qDNlBZOSre13WQvJKFUlDehKlnrBum8yJJoaZDIJlSWqMEf1u+zZ276\nBCc+WeFBdQ+AW6Pn+dBrQi+Puo0kGgxL+6UXKqEjgbOgI10RyPxO3RrboL9DnR7V6Vt0eZFzzzrM\naTlXan37qWIzDE5bApe+NiAL6QWN+2GlPJaJYHwqjvp+eiq1CNF4zZXRXVvLgmZfWhoGk0F72zap\njizJ69tO2mhApgyfQr1kks6TzpTx3YPa0d+pNK4+Qz0XArUJB860qJ6zYh1tqwehJIFytqTlqZpU\nX0+qVI8vFLDttdIsqLqa0lF0t+hMBB56463ASjxfpMfKWrk0HsOVsN9Zp60w041c0RhhOWJrlPpP\nHf+BOnhT05RV56CQ0mzkEcp0WvRp1pr6bmvRy/I5a3kULo0L0WX9QVZEWFZfq5iMVYzGunHCvU37\ndXxON3qh0+pbb88KDf1ReRJxpjhDAAAgAElEQVTp2S2T8c25mxify1+KE+r9sL5pobZuaNMTpd4G\n86C0TLxUMq2dra2IKAfeqWwV8KQ6AuCg+oid8W0Abubu78fV24zFWZa/uiu87eWJ520adNo0/4Jg\n1l4nQkU4zzmoJ61ACR7XJbk3sx7bZJQ6s2n9NRx9acvuHSWHdXNdOljHdznieGLhpgoPQlMtafAO\n246myso5EyH5JM9XCqrnCWdz4df0pY5W3zVpgtBj/Fg9qyfn2A1sqq9SUbbhvvbprTGt3WlO4Cby\nytfTLTXZh8fm1ln0A4yxzY7+DKnvkHewsLYWPvKm7/fLtPyxU8Af89spF3yqdpVBCYfh9Q5maUnm\n0OdxfTtNuEXb0UhATmuAcn/CN67rVCaj7VMs3PK/j0vlEjYedkDrkIAerBLaV33LroGn634bfen1\nTQ5naAeDC9EBAwYMGDDgEuPSaNTQr1UhLcGli55cDGqmrSRwa1czFrYn7bYAZc9B4l5Isy+ipqs8\nAvV1LbvCUe2Ol3lQ3Wci7tiZwkyihBsMjUydqMSjasZ2kY6TCA3iuJphbTiBx8lzu3JIYRylXlmJ\nWuYMmPp92SPJ2THu/Nqj+ijG3cleBuC3H8yjq8NZXTDW0r/H5TQqCyWpGodIBO03J7lJfDmcMGSa\n3zK8aoXad6pZBf9XH9Ixr51xEDhL78CgWJsszoO1+XVlvNZWfsqnKJM7l7h+iUQKMs/T6BJo95NB\ni64ULapdiwrpXYPB1LZR7ZnEBOnT1jKllt+ZO6oVkkYNyhJfoLSuH5iuzn8WnIH6Ds8aRbcEg8Kb\nGWTpXJxmBbc1aWlexz5WJ3ehmYHcm33vhoopkoOSxvFnQlPb1Q0vbiPxQfpdW9ehHNtty8zwvJ6h\nTOsvuMGn75COnjxjGuto6e3n10HfZHSGNC/NRN3ZljsmJoGFCWvTemzk1ZPOymWIc55JWktJi4Vp\n3XjiefD75XuYSCJmjIyzsj6oj5iI48RueN6prNM66nN5FrfEzGwauK7lI6pgQey3cj1X7HHDj4Q5\nyTi2AsRP/S+O3uLYJ3gjd3T3NV7FGDdKTmvbmJjChJWhtt48y4m6p1Fl6rYoA4awDjxXdRc8hc1p\njl/au1Z0+qIo7LhNSVHYoyxRw9eVpy0B3vX05Id+oHqldXxX3BoG/tjLc8KKTuHG7eDlK43iXX3s\nS8fwmnLEE05O0nErm+o/1NW2EG0dcpPGikzUPKEmkPtzN7FB93xmrMT6r7QHosuCaA4P445RWyyp\ngWWstjj29+dVEnj2d4FwrKROK0imU7rRdinZmqgX8tVbrhqNtFVW7etbp1u03ueY5ViX+m5f67Ae\ngWe1xreibGtioL4HDBgwYMCAS4xLo1FDx1q+NP4sRuqQVs6y7t+Vd58i0id4yZL7fQnouEYSLZ1J\n0rI0M6T324Znr+dXeHPsaOlHyhqpYjsa8zwXrF4LmGW3AJgWY7wfBK7m8KJvEbt7El1hftJnvJsZ\ntn2GOZD753aBv/jcm76cb0Yr5F3/ImJTPdZI1I4y0y9wxndVFOlTQa8xmau8kSRxXiSdWHQ9T+4t\nD8K72mSNPFZpH9fEj2gEDn2c8I5aE89ICsOTOrknfS5ze6wBHvi/WqvXPuPBbHZ6Vt+azAqjHRFl\nzWuhtvEopvhoWCY4rOA7Puxf21Enual82to1uHp7VWVrVdyAEviDk/S700d+1I5sdNpjpLo4hXrT\nhPVz4YzmAnjir7XpexfF2h7oAouTwV7wcrIH3ptwOsR+TtKo51DN03ON9DQtHeJ77ZwJiZ4+JHUU\nXVbDIoWdq7S0P16dt9auuwbz09R3n2atJ48+pmJFn1jJcKzAoFEPGDBgwIABlxiXSqOG02+zat9c\ndylube26tc6waklCx2svuSxD8Da0r9+llbZV2kTAG37B95Oj/ZjPzcazSnzWfybjhTwscBTyyNK2\nn92e93+oJOCJKlPQ3R7O0jNxD7GqmN79xupHiBNO8noWENK+4GM7ZV+H+7J+WMKXT5rPHdukAX5q\nDDd8fY5JmqNmSoLUPIHObXnvz5MW/dgkQ8JHPpPDqun6MqylG8mJhgibYh1KSiGXOpbBdBhyBKOx\nHxir9zZJKXx7muJMbWIuXuoYsayw4IXQ5Q0/6rXFGxnRbaZWcoJfhMzCyKtqhRnzVLDOABHuhSIV\nJC3T0BzBq9YzfWkpgy9zjeQ3VGvGob/Nm2Fy5K9rVSZBGRHgKDYgdpSQJ7h3LtV13MOlwvUz4f1a\n9hcRbc0+pKvDVk0qp1mjXpZPG+uWYw1cmok6TCerts2tU48aneE9D/SyGOrGMqbjVN9BDXyWZBD0\nUZnozcomBwPa3aHe398YdIKhkbT6ZBiMfNjIpHZvRBlKqWsji99CaE4gId3TGlBKx3XIP5a/Qyjp\nTFD/Pg++sqtwNrkQNUiaAFWUbYFPjpplPqmTe8w3xunoysZ7qx9hnC3Vd9e4lsOD4N+7TL6rw/7T\ntjOezFdIqXdmr2NQsylC+4N4xKa2HdII73ergL1QfpxvaXC+pEPdTUT5oO8orrDYxsLf0Ia3sm5v\nk1pIEv+Na86nKZ0LuibqgBoaWxB0uJ4YwftZVddhItbnY2qJekuFBSOyAkyYfI1Kr01364k/pNEh\nJDQ+kGGxH+sP2x7sUOFPE3ruOOPkexoM1PeAAQMGDBhwiXGpNOpldPFSwUlJNX0sxUL0JVrYgqC0\npvZ9auFOaSBaUA4erqY27Z/MpCkQh8e1cKq3/ARqdWySph00vYJ0P1Nx9RYpfd3YLqk1alK6WvBt\na8FaGNYnIW0tEROjAN73AVdRLuch6ao0TPwxQ3wmlbWxQrYM3G69z0GVvGHNbWL2Hpbp7OCxSUUO\nNPqsTksh+j0z4KbvsTeLRKt/xp/qMaub9RYo54Kc+kynF7Be427EqWOZNSEfjcL832mdDMu26rSE\n8tZYeapSHVIrf3GZy6bwkzoZsp3YJjsV+s11RZeGNAoR9nJ/rpZcIPV92vYZ4mkrQa2F6kEhhG+z\neJhFTXP7Vrg+oXtA2VJ/9Xcdq7jBKEwPYF1735ZhHdq5K16DCmnlt6mmu6osOo92vNO86wZluzQT\nNSxSWHoi632gdald4qkklme6JKKoOF3r32sJFF0F0mW3sO07y0sCj0s3pJ/MD8gzZ4ZZi+GqN7Pe\n9wu3ur9tmeQo4w+OH/PZLcdRfXoX/mUwK/b3r2Tpw2vqW+9BdVRgs6htJkqveXfF0e8YnHK8N0+C\nyKe3mgJKo2paQsLauDAqyhVobqUx5QUKN5M0cQaMVX2KTe4vJyrutFZUbVi7J01eWnptWHKrvEJa\npU1pVJYoUJQI1m5oN98niS6pZ0PT8Yh+/L5vsB95qUW7pSxtMvw9IR2jqAX4RrV0jA+N8wJItLo+\nJvbb4WQokg3EljG8WOzF8KfCqJ4mk9DoKnU9prlGq/cvt4+M1Hx+1XqmazLXlaj2cMc8KrqFhFXo\na099basrjhbUnzb13S7HU8JAfQ8YMGDAgAGXGJdDo/ZqmG2p1FHD6tCcGxH6JKwe7bpP6+3ai9mI\nIureCmnqNIKeADteOt3P4HcO7wPwrcPfYmxuAHBl9BYT4yT+7Wzs/yY69bqSjB+UyUQ6yxwFC/CB\np6peGiUvVjVJI6uVEVMvLR3YBZpVHrXvHlp66iX7KyZZlle2eSqQzqNLK2+XYVn5zlvaDYZGJXXU\nVI0Qz/j9oEpZB7r1zjzR2ZVNSxBaQwSlLIW4+p5d1Cbb1zosGGDVWYpTSE6vC71VDXXVEkNHgQSi\nx7ZMIHAQYwN3fBsMbXGdT6mvu/pwm4HR7bK9fIMKu2bSyWRbpAMpRPqr61yxdEDqQUnSZEuaGnAI\nn3WknQM7/vqQJk0ecKSei8e0kWaJikR3637evu7CMku+dbBuOzxLeguUbk+cdSn2TSn4DlyKiVqs\n+1/7hF1YI15n/SDc0umcYuBexb5YX9be5PoEir5MevIYizOhvDX+FNbvdbg1eo5P+XWjj3znvJbD\nYVh/JtF4n98aJW9/JvWR6GSiTlT0zBJ37hzUKe7LWXMtr6v4XWvUXe9Xk7YVlWr9NWsNiF2y1qWg\nfMSdRuUuS+8W061bvxBOYpJE6YcJ+XGZtlCBWjpRlDi2oy0poVGPv+G3fyy5XFX3wpYmg3MuAzCW\ncSxzO5+LQnAZYgXmtRv1r5k517LmiF3bumFFX/vnBMHGyb6KE79+ulDfIfNW5jV1XJsfiYnvbVUt\nh7ltImlaP6xCCdISxaVCKJN2D6onbW39PSN9W+1gPqw7b6v7pUpPU9ua4p6r67614VXjaxiQutYx\n+tA3cbYnwHXbcTveedLnp1EQNpjAL8U4OGDAgAEDBgzoxqXQqKOQ1dKurPrRoKJOIY2sy86I7dei\nexNcAi04rhTYlEaaC0z8ARa5GZN7MXhsEq35Ne9Y40qWDoDQjjP0fmghsVgHlfM3eD3b5bByibww\nGpH7wzpMlTTf98pkiFN0SJ4NurvnHUPYgTJkmdt0OELRTq/j2VPhHKmmRiEs5P5lM5KZ9pOq4mtH\nqqStD75jtSYOtadjKkvUFi1WacbuA9fqSLYK25Cm5/4kFENid4L2anDWywDTymKjqZ5QhxNU2vWz\nCf26CkKisuoZmXfNeTT/kNKrVqXf9D2nim11yxgs4Zx0y3E4H1pg4jXmY6+dW2sZ+Xa7bYzat10x\n9/lNJI/1LGpBQXzcQ5s89hzUNVvmk75MW9z0NPFTc127Cl3fpyY5FRmRaOk+ozC1Hzp+9/bpU9pw\nDFwFhLB5KzxgHXUvlC2nu4+ett+G9zIdYecxBrTnm7UnkiXPnQGXYqKOa0K22a46J+d1BhQ9dm6w\nntAXtS08xEv13EZsisqsBubWeXf+zvG/ZOKPh7xSfJZrwdrbJ/7ODD7j15gym/qmnrQtcOy52IP6\nsc9jh7md+XIapt4i+LCG0lfYYVVyUruBPvj01u/fXguk4zpgblM/PbTwth8YcpOO7Du3eeI8O6vC\nyA/uYzNiHCftnFp5GQljRubzHukwHJ0LcGxrxDeao3oWBancF7qmZuYnKUvdEGhmdSiPjY5Mjusw\nMdXkJkzwFY+rmU+3JHi46DEhOPuE3eo0I+OGliflP2NWuxmiMDm11YufbuI1ftQ/MRnbfvI9qWeE\n4WlkDLPgcMa3z5mtOaq8sGNzCp9fTh0n6hk2pp2JxPDQxi1Q+9qf24qvHD0EYL/4UawNC7oXiNPU\ndWhIuyTJe05zLTnAvZhDGBT05FyTtltMSJPuMYv9J6NpOa7z0OUP97ombV0enba+Pu3kvQn1fRHY\nZLzZYGwaqO8BAwYMGDDgEuNSaNSRJ5YOIzK80LKh1BQf6zFUayjtHRr8ymxVYhuy8433tla7XxRq\nVahAcwcB+OMyOYgQzUa0tJvHldNoJnLVPS8Gax2lfnd+h538JgAPyyl3544e3zNXqWzRfJdedWzx\nfcK7gLMkD5T6cQ3hMKXfnsNnPSPwYtHNYp36s5+XJt2qw0BPH9Yn/M7hPwTCPulk5JTKWvl/LaPQ\nxaSm8I40jAgHfunBova0hzOcBU68Rl1aE91nGizWxzYihHPIpp4deUTJnnEVOpExc6/JTsnIvIbY\n+ISrvueG97Zz+MzuqwBU9W1mviIzFvdXCzY6YynEac8heRvbfk1m0hICgLXJu4uJXIWrwzLQ/FjE\nBoq9pvLhlQ8zQEVaSggJiskafugvDJrFWMUehrAxyXr7EU2nI9GhPmmQ0A5KQnpTnIU3NF16TlQ+\ntuO+DqcVdxVbWffE7dKoz5O6Pq+0zlNj3mCJbtCoBwwYMGDAgEuMy6FRS1qnFiVNdq4Tn0bSbWsM\nPkG9htsXVYevEhbDg+3r0whN0YOVQNDITuojjLf0OK5t2hbk83hRGWbkpOWqjLT9ajKD++UHABz5\njbp35y/ywLjY7x/dYTdz9+/VMx6Xzo3ZK8WPMPaa/f585NMVXhq5JvNc3i/ltd97YpzhGzgWIDxX\nW/iS95r24zvugIZQB52f+TT2CedsULLre8qP7/2JqBXWysgMpBEeEBUT6a6vmuZJWiFbrYDobXDR\nhkeVLbqRVfdzpaUJzh4AvEvaVUYF64R1xfF57GfwuYkvic2a36JNlWxaHg2dft263lRTe5brnl0I\nH7kkack7wAN/rQ29IB26Uaj74bokDRZai9buSUNc7YFMQzfStsbdPhBEX+sBtT1IbrpefV5Yd3xZ\nZfd0AXYyZ56oxZlQfhF431r78yLyOvA3gRvAl4C/YK2dLUujmWD3dcMZybqdqBVPG4IFgaDuiL5s\n0m6HW2k9pwfpUxjohHKMSPuod7I9djPn5GQ/MwsOMXazZn6a+t72PyY5TGtX/dvifBm/N/2Qe9X7\nALw1/iF2xJ1Efy0X6twl+I3Z+/zfD/4xAG8WnwNgTMXOlduunOL2ccf3blRK4w8CPO87/raBb3mr\n9T+Y3sX6UeBOmfEfX78W4ywY7bUb/cbrDBtA4GU/8N0emYYrWVm4aNXFGuGr8j7zvTa1uu7E2Jd+\nX93rD64H62UTtXSEdeW9bPC2LB/k+9Jcdu+i2lTvupsKWyIEAWmw6HN4otPQE64+UnKu4uqJOjwX\nqPGc5iyhrSPDc6UKr9FrOc13a6P93bq0pz4jtXW+9/cQzoP6/hXgK+r3/wj8z9baN3Hy3i+dQx4D\nBgwYMGDA9yXOpFGLyMvAnwX+B+C/Eudi6N8E/ryP8mvAfw/8tXXSWxCOlEGXrJLy1yrvYl6BRq6X\naGxd3siSUUsr7oblbAjXPsPD6gBrHwHwsLRM/VagYBQzqw0PvES9r7SY2qY9ynkGB7Xb7vXt6R33\nvNQclO46Q/iKF1sfqpPbK1vzoHKU+NfsP3Nxbcmt6Z8CYCvf50r4Pj20bqivmU31Wwrc9tTdo3Kf\nP5h+DYDH1YRvTZ1G/UNbTRp4oYKeBQI9fZaNteehRS+L00dPL9NUN6GaV8U9Ly1nGS3aZ5S0LP+u\nd++qI63JnbfGphmiVVq0RtCGx6SyHdKtUeekDqQ9ggUtWns00+8KyTgt3N8maeUZiTLX9VKp8Fyl\n19Xu2s8dqt/tOtdl0351dbp92742wTIqVeM8qO1Tjmdnpb7/F+C/xR0XDo7ufmht3Cz5HvDSuol1\n0cqr4myK9ilEvcsNPR8j9jFZMtadorCatg42rIVkjDPXQ8eSXDYECvxJDY/cHMyPbbeYJjUAjczz\nANwev+WDDCZ31t2frx5zv/4QgNK8SHC1eMIhnx7/GQBGxpmZHtWP+bg6ACCz+/EEpBf1EViqIkMd\nfVzBEzWghJPCXptssZ//MZeH5Oz5cL1U9l2JTSfaVfdWTbKnnZBXleNpoz3Zrpqou55rYxnF3g7r\nooBXpb8p2gNO31pnKEeYOAtazuDV/dAP90gTtB8fGOOOJMPf6xJQapoTeHhe1P0ATXcLzf3chQrX\naYHjWEP5m/5gFyf4mm6Bqe/bPIMJ9FTpnqFcG4+HIvLzwIfW2i9t+Pwvi8gXReSLj6uPNi3GgAED\nBgwY8D2Ns2jUPw382yLyZ3C2g/vAXwWuikjuteqXgfe7HrbWfgH4AsCbk88v2A714dyF2w4prCH8\nCI0DEpbZh7UVmk3K6p5zKeVmTCZuv/Oj+oT35k5UvZI5sbcw8M1jJ8r+xHae7EekeZ7xYfUxAIfz\nd31QSe7dJ35D9nlc3wXgYf0BQYQVau74cBv2mlrYNa8CUHI7Gp+2X75dpUcVPPRS9Kx27lDBsRVX\n8mRFHgzOMhLjYS5Kwj0NVknw6z7bF7Yu/bxMY17n+cuEVdrkae5rtOso/O5ypXcZWYa+vIMWWtI0\nsNKnX4XwE5qnXHU9N1XPaK111PHcvBUWrruYiRlJc9d7uENYm8JeRjVr6vssDMcqTXudvrTusxdk\n3LbxRG2t/cvAXwYQkZ8F/htr7X8kIv8n8O/hLL9/Efj1tdJr/e0a+OP1eVAca5Ql5unzs6fIz+qE\nTtHx51atnzNmZJy58f35E/7ZgaOd39x6Pcb9sDr0+V1pnukeygxc9R4SbmRhz4Zl7nvyd5hwzfwA\nANeQePKQUHBcP9Fvw352hRcK5zRlWqc8GluPVOf7jh8s3ptBWA0x2HjK1MjkHPhKPZ7V3Cxcc9wx\nl2SC1lj1LS9qQl6W57rl2CTORaHLsnedeF3oElyEJiXbNSmvsw75rNBXjgP/95DmYNn1LidrhnWh\nXB2lE6va8ar+Y2n6QIbl2+vWXfpYB2nA3fzZC24/F7EU+Ks4w7Kv49as//oF5DFgwIABAwZ8X+Bc\nHJ5Ya38T+E1//U3gj582jQXBt2VMsmAFfAHoFLRttzC4sQDVwwaEnxnwfOHo7h/YfYOdzGmwk2zM\nR5Xjhm97emos8OM7zo6vMDD2hiC5NnCr4N+6+nIjF+cV0NPrIkkzxkSN2iBRqw11n5vksnRHUYlF\nz0d53ZfztQJEUlNr1mPiJgNzoQ//CfWS22doYLaOsVL7ep3ffWEXibPkdx4dYJVG3aftdtXlKi26\nL71l+feFnQc2pWyhSQH3UffL3rXv2/V1qlXfoe9Uni5oCjujSaVrjbRrR8WqOutjFU6D8+oTcPmo\n7/PGOg6Kzg1rfFxNwce59ZTUd2f0njRmPjwDXh25FvvK9Vcb8evmqjA18JJ3OTUHplUKj+2/hBcK\nN8GHLVL6fq0EkRq1+8Kq+OFvpQw2bXMyDXEsySq97riv866s8t2g8oNm/QP8zB5c1621j0p7mhTm\naRvpeU1uG6QXq8tw9rMb1xk8/Yc9nLplEvDtwj+r21FsJzYtM1W2OYYHoTF4cRPUkhROUAUvhKo4\ncU5o9KOUcuVvCJKcINWWw9KVaq8ouKXXgc+C9mS5zoAXwkPbz2h2PL3VY5mFtP7mVSuO7kvL2oZ2\ncqIneL0dTJcvrHdvA/f99VzF1evVOs0uv+DrCiFd956mMHZB+K7eBTNgwIABAwZ8r+PSaNQbCThn\nMSpb8UxD+O2I25d1p/a9BmV47KXIr87gvldrD2rluISm5hGSilsRlYSuNZMu6botyDeWFXqM+KBl\n22EVCyZNLbmLCu8SemsSk1CT3J5CKn8Q8M+qBJ4Xfu+R5e40GdmFJYSxwK4/M1l84QskXoNgrLv/\noC6ZeuM6i6GOJ2W5uO7salcxNTU1wcAPcq/2GRGm9dzHd/dHJvnVntmUhwGuFs6ZzMvbY165Fot0\nOizTTNo0pm/Dbx/Cvzx4D3Df14azoq0zO67tnJPoMKFk24xjEsYnODETCt8CgjeBTDJK/36Pqjk3\n8+1YB+G5QjLmgaaRVNjKF65gTBXSw1B43/YzW3FtdAOA+5bz06jPgiv+75hkWJaO7G5aZwvNPcrQ\nPODAdNwPzxkVB//MtgoLRmkjmpr9lr/WWnIo25S0n1u7GO0qZxurxvZNqdfTPrfJXNOnzW+AQaMe\nMGDAgAEDLjEujUa9ADk3YaQz7QX0GHfp+LYjnk5uYblUaxgrEJz5bEky2JpBPIt4JM1TlMAJr9q9\nadx7bNPWKREWDgfRwrU7Acpdt88LDumFoAo48RLwiZKEr2Zw5H9/Y1bxpl9j1w6ItnwiE4HMv8jH\nFbzj93O+Nz/gzfFOLN/Y53q/dqnM7TPUqZW2+Hh+zLePvgHAtrlO5b9KIZZt47eXec1sLCO1TU6Y\n+g8xtTC16RzkoJWXpI8pXjuv7Dye0TyREbVP46QuKeP6qtsHN5eCiQlnXhfY2uVRy4jP7LjwQ/fA\n5vXQvu7TqD0ywPpvZ8weUxtUsokvZ4n12rVF2DJ+YdNW5N5fa0Gm2mVgMPLIxpzYGUGddDYXLk7N\nLK5Hi80Y+e9Se+38xJ5EtmIso1Qtcp3b/pS4DzWN9LQM/7ryC/uiTet+MCrRFpirDMG01qs9jOl7\n4a/udluk/dd6G5d2Laq18vZ2K1Sc06JvTb8dfto0LyLuBeBSTdTL7Ckuuo+0WYq2XUOIcxqs/Laq\nsel9w+F6L3NHBoa0dnyhXvM00wdzuOFn+A9O4G3fmV/M4GU/3o0MvO07V2ScBN6fuZ71laP3eaH4\nBABFBj/gpYTHFZTBSUl0gmL4x4fOKmTELge14+Bem1znw7kL/8zkejR5+70T5+vmuM64Xe27tOwh\nP/S84153JEf8uP2oOuCbU/cyJ/UjXh85t6ffmTvObG53u+uuHXZeHaprUgJyydjyJ5o9P3qZj8uD\neK8Mgo2fLGuEOi5H1DzxtG9pM2pfpyMRqlahKyyjIDyZNDJPqTC+ZVZSU/rRO/NhtdTMJVDqFUXm\nyrGXXYnLEacxiFywiOwSPPuuA0QLfDWZF2ZGsTWOmWSOWy1EIvXtdiO498pE4ucO728Etnx+e0US\nTBtMqpUoyQopjXFDIEoFtf7HrE5xVzGz5wY9+XYtlYWJULv/HJMm8IrmhNimanW6hqbLT/1M2yCt\nINHd7bLpiV/T6m03pDof7Z71tH31aQtMGmdZZj0HDNT3gAEDBgwYcIlxaTTqBfq4RWnY7uDWQ5yL\nxNMWGrUBVVc2mpXrLEpXYOslTnz4H85g7jXZn9yGf6W0Yc9eYpR4teU16ptz+LKXhmcGpZHBKz5O\n2DZ1dw4PKmcQdTj/iMxr1NcziW48/58H7zA5+RYAhT/U40P7IaWPu5PvsWWcan97BN/xhRYs254S\nuO41pQfUiH+nqjrhkT+V60b+cqQ0xzJh4l/s27N3+cTIaeCjcJT5OqqNbhybtoO+53x4LhKNjoSM\nG4Wz8jlSz50EA8BW+91Rh47EpQdVZLOi7FrBLUjLJfp+UJQqC7fzdEN0B+pqg+tozqu05457GcS9\n+YXJGIv7rt/whk+lTUshmXX/h6LFYkrLaNIj1Jc2nmz33cBIzW1antH3Q/yphZ/2TFWhlpnkLNRq\nF/rqbdUYETTnQoXrc6XrVnjX+c1aO887wrtOqNKN9ZC05Upr0ZamUVvbIE2n3d6H2y7jOvguoqzP\nC5dmoobFOm1Mhh0dsUP33nIAACAASURBVBOb0p+JJVt4fI15tjOsyyJ7FQ4qGPtMKojuNkVsJO8a\nbFgY2CRNzuPW+v7C2jlgPQdqZJvCV25l057X4+oxEz9JjjyZndsTHtePAbiBidazRzXM61A2iRbs\nYUIrpGTkJ23snAflPQBemaTJbGRyMklri5m4vB963k2fhvdMqC8PS5OqDuV/YtXSghrAGn44lI1A\nQOP0Nf9chrIxUHEzFddNgM309PLll6fwYp7SmPsbs5615JUTddfvNWCBubczyLIsvleYd14aJR/v\nuSi3tDQFmKz1zXV9tq/1MtKWOvq1VH0lpPuRL8jvHKbX0/UcXyIkfhasKdx0Igwmxypupco0pnu9\nWltvZ+q5QsXt+t7aQYmWKkMjn6lwQ3N9vK11zVvpXVb0LTtcAgzU94ABAwYMGHCJcak06gZt1ZJe\nO12I9lGFm9Kfq57rkaj1mdULFH77R48qHoJzkqW3BV71dPfduUTqOu4xbkn+lZdaS6XB9+8B9xo1\nWdTEQR+wI+Rm3+fjxG9jYb90Z1e/mM24Xx8BcH++x9xb8x7XJfesM7Da8oZBj6t5LHPOiMel4/N3\nC3jBU2kfWaGunbh91TzHrcJZgH/bU+qjPkn3KWvXY8kovDvUwqRvMRG3VAHOgA+aGqLW9AxN7Xrm\nKz3el+SlbZw1PbYFWLt4cElpEwPzR/OmIhjOA59C9zLCCsq/F33UUngn3HIIgJF8ocw/ugOv+DZw\nUqd60d87E3V4lKLGQ1rzutnvwuuNJKVXWsXmhrrNU1/7vcOWnwIf3naedSYsW2pYNUZorVZrryF8\nSvMc6PAyXZbX+vQsoXtwrVt/w3NdWrfWyrXG3BW2KfpYyXXa53lqxo01mXNOewku1UTdOz+qDtcd\noefhDStSWs91zQsNNqyDphQ5XdZh0BkJFP7Bx1VyHmJJzkE0wkRcq4HbqvCuwcHVZbCorSM9WElF\nFntVzTh3PsJHxvkbz0rhTW+5/Hp9wnd8zNzAvqe2T6zlqHLHY74xfs2lG11QQE7F8cytj09IluyC\njVtlMplw4J15WP9ko6/3tYWn0HHcu7g6GIvyMSFw1fem4HO9Tdd2DYiHJXz5pBlsJE0gn5w442Vw\n3zjUw3ZBfNfgOrZUeQtpUsut5eO5X1YwFiolJZymvromkxWDZwWc2PAtpXPMDgLoB9NEie8ZeMWv\nGYukqgtzkVVCidgkHOnlWSOubYIb6HRfgeZxqpbEHI+Asssd50WhXYd9Y1m4px2GTFOwpK6bjpjU\neyT78mz4AvbXXRbkel163iqnbttaqGiH9S2ntGnnLmzyLTYVQDfFBY1BA/U9YMCAAQMGXGJcKo26\n72COBUGrj25rQ9MlfXTpCppbWnFOZVdyCslKv2swrPytQ3hNncOhjWDA04MqrI+5amvXjhlzMXay\n7bjXF1tGncdgmM6/7uKbl1xatuQf2HcA+Bqf4cDLeTeA3Tz4EIQjn+DI74M9qeZkWaI/p151yaxz\nkwpgrUlW0iJ8cuxq4Q+mznjtmdh1dGSaoQ4g0RSp7S7jx15bGSktua5TGg9nYHwdbJuUbdDoPpjC\nfjAKk0STTy1c8w3ljtfIPyzhszs+D+viuDLb6Ja2yEqiXrpOpfZ1yGUatdLeckntoJCsYfgGrg4D\no7Nj0vttGTBKc5SebwEwncNotHgfmzLS/ThT9/2288Yr6WHj3FdWuuq8j9btek7TzDnNcUo7RQnX\n2WLc3sMwtEZdqLCuyqhbv8uO+FsqTDtIWUXz96FrLN90YOjL96wDzQUNVJdmom7Xm5Aov96IXR9u\n3QxWhQdYRbv3DMaNdqxZxVM0wniUpMCRv55aOPQdZ8eoA2r8xZZJ/Wpmm9R4F1WijTRD0QopuDd3\nvehGUal3qal9KjY41AAOvH/luWxHX8vbGRhfqGpeMo2jgwsrqRkbl7uVEZWnXs0c7pbpXYOv71zG\nbEX6WI0qq6SkpzCbZwLiOcZclCMnlXemKj84ofl4Dj/snHFxr4JH/sFXMufYBtI3K20aJ0cCV8K2\nLoHC99gPZjDxvPtNP0ntZEkoq2yy9LYC89r7/Ra7uh77JuR1Zy91PxMoguMSmuvw4JdpfNybY7jm\nG/QkA6smfKveBRztPfN1eFiBl0+obRJsrE1C0LxKSwFhSaLIWu/i7zcszle86tNCrQUKX87ZDCpf\nB4UQC5vr06zmKY3GhBwaWEaTot5W4eCo9TDJJlm8ucWrpikQhOs4yKg89IR9WqxQqs4lrdM8d9o0\nTjNftXBZ2uGAAQMGDBgwoAOXQqOW1v+0r9uGBm3Jvs8Yo72wf0YeS2xTKIVFy1tUeJe1bh9COlo4\nrUhpKIE5Qp8Z3bbu1sJbvNXQpNyPwiQr7OuFVda1h9EELNmBzAjH4MztcXR4cmsElTi17hvzI65n\nzlp8HKxbZIfKc4yP7LHjfn05UrGV20wMJ9HAxcXoMqSL73KRhiE00y8EalvF240ztzuS+ISvghcE\nbvreVtZNjU07KQHX3kMbmNmmpXPYo76fwVc89fKm19T3sqRFg2obIhzX7rsZY0iLK3T3oS51ch2R\nvqOvWUs887mydXQBGstIs41vd5w5XqmKfegr694sFbMGDr3mmAnsbKfwyPYqhiEYoc1t67UDo8MF\nug7dVKsKWnSd7MSmJY0+HbpVrl+gbbUdyuDbDFvw+CN3ORKY7Dbj2mOQ0FwOSdQFJK1c76muWJxV\ndOdot5F160HHPU3dXfT48JTW5AaNesCAAQMGDLjEuBQaNSxqzXotZkEK61rQ7sJZ1jS6tHJ1bbo0\nEYWGRt2xDrYs25tenZoVSpKSRReTJU1tq1GUjnLpx8NqtACl3z6TS6HiZqRXzP1zFuNF8eP6Hrvm\nFcCtoQbvZt+QDFHnKoNb0535sEMOeUg4ESsVqiCP7/Ww+pgvn7iDL2a1X+fuU3EuUqLtSLu0cFy7\nhefDunmYUDCE+rY37nqxSKeMZer7bRl44J+7UcBNlXZAqPvjGt6bpbhx3Rm45nvv131+n9sBq5b0\n47KgFbc2DRgxTY25qx13bc2hJ6yPsVLrwRIsthBaTbixnerEpj5/1DJ4igqbv/iotFzxFWqUrYC1\ncOC16728yU7tK0YDmhq1VZkc2SYzcRkQt5FJYhh03Vncun68oWwAAOfCN7zsDqlxPCQeumFy4GMa\nD757CC8/566z9rnc4YxpQ1oLH7O4JUxo7v1eF5uuAW/y7NPI4wxlujQTNXSs05+Rqm6gjz7vK0jP\n/c7gJZPiWjcUpZ4LfN0PzPtZc1ujnrTB7w31QZpCLNrCRcomXcdjFnOCQ4qMtM/V3XfNQ7yDj5qK\nInN7qq9nN5lbV6LfOqjjUYyPyimCs9Qu6+surPoO1rwOwPN2h7dDmUXbvEw5rFw+J/UJz3mT39/1\nJ3Q9rCoug/9BV52eyiU55hALH/v56CM/KE2Aq172mRhvvASM67R//M5cMZI+rYkkByUlzhANYCtT\nJwhaZ8QH8MDn+80TuF2ocgah0sBe5jjLbaOsErsm6r6Guyp86RJTqLWaqv0NbfJzf2+ehI+dLNWH\n9qFwfxqKngJHpDQsaSnh40pZkQuMfd0U/v2L2hmiqaIArtUHoekstk/niVAH4xyqYFhmkyC4lysj\nRmUspg1h48uURAnz/cdww9PgI4gTbhD4rhk48f57d54nTc5A6dMrbeoHZpbuxxWWccrv3CfQZylQ\nDdT3gAEDBgwYMAAumUZtLIgSHTptB7q04rNQJOvc70pfayAd6Zme8D5EYzKbTvk5qB19GopQtitE\nFCWm6LoKGh6X2sis1lIyZjZ580/bjOaYKF5PfcgRJ6U7+Wo6OqAwTkv7yvGHfGL8IgD3qnt8qnC0\ndRG2VlnLPGgEYjGeYj8uK3aM07DGzOMWrpGM+H0vxhtvydI8Z1hdnyfrsgaMePrYZ12rbxJo22th\nm4xxmjT4bXe+mh+UcN33vFGWtCITGBHTZA9DHt+ZpXPGLem54ILzq8fJ0EjiP07b2cq829OMbo26\nC2ep206KUBpboKDJqojAxNdL1qLfg7FkoHd/dBe+5Bzc8c70kMJX3pPK8rX74Rz0hxivwV/JbkRN\n+hMjxwr9zP5Vdr3rMs1OGZ7iOdRrIrz/vRnsBkbApBPZzKo+oSm5mqhdn1j48hP38B6WW76SPgpD\nQgbPx3WYZnkOypR0sBsd67yDdv2E9XyxnmYc31ST7VqO7MLToNFPgTNN1CJyFfhfgU/jXuc/Bb4K\n/C3gNeBt4BestQ96kogIVHdXnaysp00qtYeCXhq3b8LWk7ZawxYWw/vSD31oRjqRaTezce1XZx86\nrajJQTNb7X2g4TouE0miDscmj08eW9twARyGq0B9V1gK4ybZJ/WH7ItbvJpkRXRaASPGmTv68UFc\noyrUmriwnzlK/IPpAaX1x1mabW5mrrd/Sl7hihcCdnOX35Xs2dPe4OquDht8Lck6lkXr7Q/njtoG\nt9YcqmNewZanG4/KZMkd1h53sjRQTkza9/vh1B1RCt6daFjf938z4Ft+cNR+xnPgiu/puR6wV60/\nnwY9bdxasOJerMQubLG1JMcslrR+nNPcURGsune84PovnpT8w8d3ALhX3lVCvWHXtz8Bjms3m9dY\nTFhaifuvd/ipXSfafGYrlV8vaTQcjJyHULjhoK+bXGgvO+LcDAPkFvZC5IJupya+TR0fQ+HvvzyB\nN/yLfXwieNmHP5y5hvTq2LDrhTweAd4q/LBKWWxlyYUrhrRCFTqEmuAbEtGzwLrfcJ0yPsX3OCv1\n/VeBv2+t/RTwI8BXgL8E/Ia19i3gN/zvAQMGDBgwYMAG2FijFpErwM8A/wmAtXYGzETkzwE/66P9\nGvCbwK+uTK/1F4gSy6kMy9ahrdd99rTPqzQWDhJZQdMHLfr5PHno+hPbwvvKs1A49CFo0YZEeeUm\nnbR1NU+HERigDFSZT2df4Ie2ndZhbMbLE78femwjJfunn/sJJj7tkaefP8e/z8xrR4XkbJlRfNfg\n/rLee8kZLKlX/uHd16KGUnCFP4nLuzDwmUj5bympcVdpSK5sCwdcPCMYQPyHNZK+myVR1MdBM1Na\ntLUpbmGSAVh4FtLSxf3SHUoREN79ByYkK3mVd9BmCklt486TVP9jSXTpvF2PF1yvFrDBnZitsbbJ\njGhfAFczdx47wBNVP6V1h5dAMlb6zQcPuTt/292nIugclZ0SOFcRIRdHXUzkSvxuh7Uj+D6YFbw7\nuwXAW5OcF/0SwgdHajzqYuueQVv0XYpJnWy0cklMSeNs6saD/q8QDboeTuFq8G6otO9c4P87csab\nt3JXb9uSc+zrfOuQOGMUog48kUR9LzCMsLl2eh4aazuNVd9wFTt7mnc5x3ZyFur7deAj4H8XkR8B\nvgT8CvCCtfaOj/MB8MI6iXWyyuuuI5yF7l7nmVXpd0zIRj/Xvm5D0Zh/cltNSgLXOnzuzvygtSXE\nTraXwY+r7RNh8KsBq04QAtfBXs/TVqxEqQtTP7O8MZk0j/3DTZo6TPtUqCI1Z3ikrEHBUcH6mMJI\nEdfNcH0yXyh/mOBfGcMbl8Ciwloo67SCqes5DFxhe52QHLXM1UT9StF9GqAOiHOb+u4GeNcLbg9t\nSqPwxSlUEm3vmNGa/1lMMr7lZR0d2gJjJVQGGvzGOPWDeQXX/Qt8y28l2jXbPJ+/Cjih8QXva/56\nNiG0pIN6zjuzRwC8X73NtnFLNcFG4sQe8lsH3wRgZt/gE34BfE9ti2w4Etq07s5jwvF57xUwD1bf\nAn4linkJEvwIKXfuDUcjPo1bk2SxfTB1FDrAvXnJ2IsBI7/cVQqc+PtbBWmizoljhYVUYeMUJzpV\nsTTp7yXvd2qo97qQiX1V+FPCWajvHPgx4K9Zaz+H81vToLmttZaeVxSRXxaRL4rIFx9VH52hGAMG\nDBgwYMD3Ls6io7wHvGet/ef+9/+Fm6jvisgta+0dEbkFfNj1sLX2C8AXAN6afN5GxiQYSikJq9cV\n5yWwxuuDxH+WoKP8d8t0otRRlQ7lSLua1cEGNC1mjbrfZUwW96XSZMRCeqKl0/BbF1Pds+qGlsYs\ndGjidGriev/4qJ2Pzyvsq72pjVCeIQ3uljSc5jW3NtKplYX7LUcPJamoJ3UyAtpWBmL6W+wG4y9J\nlv8nNM870O3hRp7SDs8FzXNkiPU1kqZFc3qZU7z4hqhRRnS2blpz+3vBEPGjMrXFXFECI5O24d72\n7/znr25zt/wE4Pak31CUbGi3pYW3Z87C++88MtytnDeP8M1Ke0Tlqfg/PP6Y695HwL9+dcTDo1S+\njXBBY5OM0j7qWZkO6zgqYT8wZ4q9MXFQIG4JKOeQh+0BJXzNV+4BGZ/xPlyve438UQkHfgC+lqVB\nxmzDVkhjRuLjtcl8cDeqT+46op9S7tKMbUdYH85Ts14n7VX5nGM5Np6orbUfiMi3ReQHrbVfBX4O\n+Ff+/18E/or/++trp9lzfbqCtX53rTlsyiOsosH1JCdrvIP6+OFyS4jHTkqmHAkIC8a6Qvfkq+N2\nPacnciFNBO2jMtvj+ML7dDTe9qQNTtDSz7Yn8oX8VDnChFZd0MAXsWb6oiLP6zpu1aqtMAlUbaAp\nTaJyDXDf09Z3Z+nEq21DfC5sbcmUoDK24A8b41GZ6MZrRbL2DlsaR9J0BtWQa5QQcGacoh9YYO63\n99XWNNpdiBDkm+ManvOD/6yGh76+Dsq0te2Hw3akzNHAC+VR5cpJW9d+aucV/sGBW2w98E50Ctml\n9G65Pi7f4Us+k5+6cTsWcG5b9ahfbCGwuw4WntkEsUNA7pe4jBJ0t2n2+QXzekmU+YOZs4UBZ01+\nx5va3yoML/j6N0r4+6B0ibyipS49sU5IM0nRzDP+1Q1TH4l5Hmh/+4sYK85x+WKTtM666vdfAH9D\nREbAN4G/iGsvf1tEfgl4B/iFM+YxYMCAAQMGfN/iTBO1tfZ3gc933Pq5zRIkWU23gtfGMml/U21i\nU0moyxClJ42gGReSrHjrOrmJ3M7Uo5qS7qLBadLjWpMO6KLM2xp65+t0lL8dlHxMu78PyqT9TRQl\nW7cy0eULl0GTLi9CSl6GHnrHMQZOB6zFknlawCJxT2ugDe+XiREYCdGquLKJnt0iMQsPfcWNTKqv\nrcxpj+AMBl/0ZwKfzIk7AvSpW2EXgEEZ6pHyO82Jbg2s0qJ7UOF8jYNzQRvd0jbuu+uDGl724f/8\niTeWBG6P4LVAuYaX6tsPXhNfvLbwwF+PDNwqXOrfmn7dRy1j3ddY7pfOGvyPntzkmjc4m9ZqUNJa\ndFd/3nTQai05rUI4kxyB2tPW8zK5S80UIxWcvJQWCm/c9fyY2EkLAz/o29RXj064aVyk/5+9N4u1\nJcnO876IzD2cfcY7DzVXV1dXD2ST7BZFNimQkgiJEmURFmzBNmzJggTagA0D9ov9Jj/4wQYMGH4S\nQMCCZD9YpgdBgiRYsjhJlESL3c1udher2VNVV92quvNwpj1kZoQfYkXEyjy5z3Dvre5raS+g6ubJ\nzB0ZGRnT+te/1oqo9aCE13XGrBgDaZb7rR2QbRMFOae1JpPFb1XTSt52ovRpyX2w3TI5rt+e9hud\ntd8vm+ufADJehRBdyUpWspKVrOQZlmfA4UWJ6f/zVLbep61xLXv4GXa+Z6lSMud0tCKdI7dL6uqW\nn7NVtaNEJrKYum7U9b7zfWY/23PuuPM3Zff9D+/8PqX4jvzchU+zpQyluh7Hmf0qvYt+2tJXbtfI\n6/VhbiXXU9t7KZVT1motsK38Tu9Hv2CfyYNRQ75dZZ/5l4ZwUY43ShhKPTaHcF3KXijGU/zu75JN\ngdoVzJ2mHU9jdz2RwKBv8/Jsf1TJ8Ll/PjfM6MFPbrbvq4Xc1Zv/vftOco8jt+2Bg00bDLDb5WUA\nHjV38dJKFsPMPQTgxvyAc5NALKt9T4LlZXPCR4n6yHvc3ss5uzdK8OLjPK2yHd8q3kMMYTsHttdU\ncRHpGcNWE26azEfclXc4kO/wwnp2vbw5g6uiLRuT819TkTuZ1qi7LmJRNBLSl6eaY84dd/409z4N\njsYPQJ6thRp6G3Lpd4n3HkfNPIn0cdLvTpJjyn3ccatD8h4HNTsU/KSIRLaD1qUm6IGWIbOV9xy8\nKINr6uGOLByX5dy6wl+6r63nqlinW4tA1NlrPqRwobD3Zs/zxnqYBAsTYl0DLJpc0YE5Wv7StIPH\nwUsfkRj5QmNj06Kt0dAy35jIgOs2B/M4JH/j2y60O5D8z6dNzuo0b+C2tNHYZvj8+XF+TnzlGkUM\nJH+HhnYWtu+nWPJ8Pejpf44Mz24v262ZE1LGdqFotdG9GDOMNXBL7pkYCbhTrPOwCXHBG+Y4CTjg\nDUxlFZr7Ct+B64/I98MsE9/JKfi/BEkyx7YP2fZAzsXxH0PcVrmMWR36GMDWCNalT72yMCkLWTTf\nzCoZmxwdg0XXcV/qFNNmtgLPP+4C+bTb9nHXgx+wrKDvlaxkJStZyUqeYXlmNGqdYALamlk6Act3\n1KchkJ12N/XYTLYlZZyiHA0BJzIWeaPqfIarInlo7lX0L3SULM9CovhfLAvOpbBU+WEa4o4a3YeL\n7CJUmqxpR01oXZNAlmjn2tWsEifPujmkkrM3pve4Pg4a9fUhbMuu+809eEuiF31yDNf0bp0c4esj\nkZNMJ+paAZTyVZz3OIEpCpP9gWNGo6HJ3+qRy77RaxYqFdUpJlzYrQLq8PHhIPuX29wHGp9Dax7U\n/S5rVeoDGXZvfH62B7ZOasuzaB0nlBWSctRSp2w0iAcfLODNw3yqZaaRYwu8pG05nbp5+hGDhqzU\nva767oELf+w7uGYCHvyJ4VV+vwp+1i+MN2gqK+X9AJLBLEEVIKBihVw/nEETQ4uSXe/qOkfJi7K2\nnssty9ynKgeF9KlLw6xpxzC4KEJkqcaJN6RIaJTkhvYcTcaRg8U9HemO1yfVjs86txx3/0dhhuUZ\nWqj7zEwt089xH+MpwNTH2uWeRsMft3Cra3p8GZ9jaE/UhYXcXzUq65Yq78A5HkpUhHO2SHa/1rPV\nM+NAfHkMDwTuHlj4uNgJ7x6qn/W0U3c+iVW5s9iXd2poBIPbm99gt34l1K20jOV5cxdgXggs8Sva\nR5YTFuqn+X1OsFcH//iYDcph5QuUBt4Te2FcbK4N8uQ5c/l4YuChFH3g8hz3iVF46YsFbMfFXpW3\n8Nmneg34lwIxPozZRMnz4W4TYrrH30Uo3avNQ9HpB48lJ9hnvQF8meoRJYatvFPBPZnYC5PbqDTt\nsfA7dWjcz03CIvv6GtyX9n5rmgPBFCZvNj81zgTjoYFX5I/fl3a7Vlp+chSY4OsFvLoWUkONC8Ou\nlD2xg2cKLrU+Z6XbHOYJvCGP47tTuBTQ/QxPq4WytDmd6LTO10YmB0hJsfmt4lmoCD6mbJfZsvvE\n/ASP5N8pJ4cQ/f+LnHaTe9bfnSAr6HslK1nJSlaykmdYnhmNOmabMnr32kMQ6d3VPonW+7i75Ke8\nu9avGlm8bx7CdhO2//PROEWgihqW9pcEOB+1LZOdb4c2Jz1Y5oscO8GlNbgjmoR3sCN+kLdVOEWt\nnGv4XH+euAOfufDgjcErKYfzLgfcFe1oXI0TSnbgoJEtetOzf2wRWbqaoOk5/xFB5aF4ydPtPV46\n7OXCtBje0Nai1xXcXZNZuaWF8/KDSAbaUX7UBdkEVJHbwTp4Q77P+5G8o8QXyj+5BiOuBENrjkSE\nWypPQ+Mm99fGN+xLpa7JuxYq53qJyRnGjIpKB9wRSlpEBg7rbGq4UMBl0ZbHJt/zsMmM+aHNkPGl\nxKgvE2ns+sDSCFyxaBo2ZfzMnPn+a9J9z5O6P/CZhf3gIMdZeG6cEYu1UhHOROpFDht6b6ZgcpMj\nvDVV7qO7UtbOMM8fXpP9XO6XBjKBrGzfQ7wWtewClqGJJ8rTHNN9ZXX7+2me5zv/aulOjE9Q/2dm\noU5rsbY9+XztmRbT+ReOYvmPUVwFnKvDiPteAZJtMrlvGWJCvxDf94LKQqTZv5FtPNJtq46jjXqj\ngj2ZBQpj2JuHm2Isad2RteuYtktjcqf68e3gBjN3l9MC03gSs3TPwTDGLXYwdWG0136U4mnHNpx3\nbVx9A+CjnFCV7bSW7UWDT5Om9bnN4+S5VWb3mIMmBC+B0K9fk0X2QZ3jQsR7W3HuUS5JjvSu0wYu\niBvMjcNw8mHVMHWhR1g8LvWOAorQec6Zce6WJ02YT6E9Q8juMEsPMcybu1L/0CmHpmBg4sbHUJjs\n22bk2FCw77YAuDQI0TecN8lNaWQbvjsLz3huOE4xry8OMoSLz68bw2deG8BccsCWNsPkjxYPKXx4\n3sh0yBIflZzUn+X4QgH7cuwQ6Br45n7uP2sWGtlcx/Smeoc9tJnJfeBy9rVCQd/x3G6d0+62qlvn\nDFyFYp+jvDfSznVInhQe11bd3ag/aRmnkT5F8UnKe4LfraDvlaxkJStZyUqeYXlmNGoDrV1vOscz\npFHr3e7TrpTS2KK2e2UEiAaxaTKR6MEibJdLa9mUuIDG5J32hsla2kGTIbHoD62DnCx80OogBDDY\nF63WMuQ7e6F7PBJiWu3LFN60tdlXfxhC1i/Iu/kNC3eUX3CEIz9QjNLaw8JHbXCYoDkdBrMFtfWJ\nhq6eRufpKSMEeggn3p9/g7GoILV3DEzAFl+cvAbAzBdJg7hQ5sE2Mpmhf2WQNblG9a0IW3vagzRq\n154AZwJsDXYBePvwKzxsIoHP0UjFLYb94qLU/3M4d5YYjk8mHsAHJtHd6rdY+KD5hkAisGGHxDAo\nC1elvj8ybQbk62shUvEmgfBVeiikbV8ZF1wRh3zracHnirycolxelHEwtuDkMbXLyt6txU126+Bf\nfXn8SdqZvj9iOUFz3Kvy6T2nUDIf3gFCQJRSad2gctwD4yIHTVlXBD7jVchbaawHBNMJhLEYPQYO\nGxipTyRhEoJGQBDaOQAAIABJREFUHh8aB++cZ4KI931D36I8DRRA5JlZqCEv1umPOCktsx08SWOf\n5bennfSX2U7PIA2ZBbuo4Y48U6GeTGXlNb7CNmFJXnh4FBc3l22g14ewHWNPxwAmwzZJM9qMp2bI\nNAYPZsYH8/MAPGoOAJivbcs0ufzdDHnyuC8VLk1OwWd8ZujOHSxi5CQPExtcZTaLMpUxVe9/ojyh\nHeg05XrACSRbuZs4mektBi+tU8vNxuXAEYYQqxtC+6RATkZFeEI9Qz06chNmTY5otmbByvfctIGe\nXxbPM5GTA5ONhUNTMDRhqDtziDXfh4Va6rxZwhsbbwDgfa3eKxwNbZF2YMYYXGw7chQzawqeKwLO\nvyknx+qbGLJLXFci56XymR0fM5odNHBeZsBHwER2t58efJKF7KRG1vZHQ/sBic6QVjXwKJq1bIb0\nBzabWeLNjepjc5eH7/oaGVf1UIV9HmW056/BvkwJ9xa5DAPcl/OXxnkTXS+Ua1h8iLaXP610tScp\nTE86Dxz3+x+A5riCvleykpWsZCUreYblmdKovWnDqF5rU8cQLH4g2PhJ5JvHJYt6mIumdP+wDQ3H\n44nkthmYDDkVqNCj3rMrGsHlwrAj6nWEFa1pk82uDYLat2ZgvQhlD61NJJIDJ/6lrcDgy19hK2qR\nCr6OdbtM1qhfUcSzcGuAjieKqR6JZ58a9/twt+Rp9INlfUrOXx7CH9n5ESDA17o5Yv3id5p72BNt\nYmFyCNaxzVqHc/kdo/Y3JiMJc+CWMGrvN7ldtr3yrxZ2/c9f+VgrYIjVmk2sqO4oJ7XBk4h82Mub\ncHlj/ej1Plhw2XMN1AHdZ17nc3F+OKhDLmuA80MolIYYlcADlzXpyGw+BCJ3bWMbxkLOW3M2B+3o\n5mB+mvIY5d1TbPe9JiurBSCcwgBPy3HsW40JJjGAtSE5w9gim1m+dwA3hLU5kU5yfQbbAsBoxNP5\n7J0yq3PGv6pROQf0JNNhoZ9ZlqGqp2lDfY8Oa9r3XU9T3knrzkeg5a806pWsZCUrWclKnmF5pjRq\nOIYF/4S236cup9gdPc4GalTA54JnCD+y1V/YMiJX+w6TjjQBCQJpKSoMHviMJP71HpxKFps2nD76\nlKpQlL69qdXHkSilzzXqXCzX+XxeKy6NOh93+2tF296b5KNCU5b0sfEAPl3mRxtz9P6o9X37MPMN\nLljYE824LuGyZDKy5E1+qXbqUSs/bLJW/rDyvCzG+7UihCWFnNhkMKSX43Gq48eVPm1En+vTgrrS\nh9J00JupqBTRzvzNOcx8MKju2A1ejj7/C9iQ9mjI7rtT3w7NC8FuHdtuPOFsc8wPCM2b2OAyFesQ\nuRwD4LbiL8w7tulhCeIRx505fCPQTli4TJV7f77gVYmO5wSu+OrccF3e8fVNkmo3HsBak58Rv8vI\nZOQuadQFKg5u54VOQuh0f16mRZ/2G+gy9IQTn6373HHln/S8E1C5x+kzz8xC3UW/ToVG/CAg7z5Z\nAt09TvUeNiH8I4TBFn2Y5z5/rLjwtnyZ1QOPtF2nfh5aPuo6AEZenI8SuFrzr4ai1LGe+xPyqs0Z\n6rouXy/2+qZ0znyfCJvLTBo9k7jpOQd5chybDPOfcw1XheFjgAeyaA+M8nVV7xwn2rnLsOKt5hZX\nfSCOvT5a5zuygl/X9Nvv1ya2O2l2d2t9x3B0UHQ3Drb/eCQsxrm024US1m0k78H78+AJ8dB5rpkA\ntRc2ezzMfYaB47kFMIir1LLMXcvkaZtZTjmJPzeCzRjms879pDQw0NB+hLzl322bN3+XBnDxXDiu\nq7yx/KHJMJlZYgjbz49zoBRPXmfLUQ6whIMy9tc6pyo9Enj9tHIWWHuZ6PYs1DlNstOLNuBnUEc/\n8sxxxJx1lVzW31fQ90pWspKVrGQl/2rKM6NRR6JCX95Zr3flpyGTfb9hqadIchqi/Gpp5xzuJhCy\nppPE4xgyTvdPHZlMKzRpM+uPNuO0ytpiqXwxdRmWtsYf69WHcPnWH/liHyI7sE+gLC6DYk+SM2jX\n+ngiGog5zJrJOYoUIW7mPFuCc99bwFg++KBn2zx3WQMcmjUulQHjHQBXBqHwa6fxtjoJYjxJuprB\naTXqbhndemjNuUtWVMdDIXpFk8F7D2EocLd1MHThhk9Psr/0rTqHXJ2qdtSa0uD76CJ9RB5D23p3\nHtz0IMDWUbtuyCS6Ifl8ROcaxegs1kmNVJJJjJsj2BVbQYqS54PWDTDYJGnGi3mOirZe5j48HnEU\nUh6SbRDx3+57qz6zkLoNz+hF6NUakRLPFAqCb9nd8vPinHa7gn0pZKsw7Ch3ysdSaY/7pmdcm56Z\nhTrKqYh9jwuNnAXaegqL/aljKispTGb2GmWDGhZH+8qSde6IPNbcrOp+KAPy0SHMBT80A8O2wGeT\nMsNq1rSP4/PTnKsg7NO0j2ZSp/c47mV7C1HHHxV+3rNgbw3hrkxMZUFKZ3llaBLru3aZPRurVpC/\n+4vD7P9+fX2LK9GQ7eGFmGGrz4e4Cykvq2uf9C0gJy3Ep4X7unWytOHuvoVaSSkL9ng/2/zLAi7I\nou1NSNcKIchOZHrXync4mhoGqPCsx/XF7/fG/xhxTd587LkcE96TF85Jke308XprEzggx+Y2KkXo\nKPtfx1cuCpIfv3bf8D77/+9VcE6HKu3OzzoW/XH9Qa4dxDFT5nDJx4mX947z1J6yuxsD53UKTlW3\nhdwfTUubFm6KLeGwcdSyi7uKykLWl4nwuL97K3yKezqygr5XspKVrGQlK3mG5ZnRqM+EEnzUhJnj\nyj/Ds0+MpqVeTCsYLbhbtlLrthVAqL8oXV6HwLXsh92UstH0MPVwV3bCXk6W1vDQhySza2ab7z0K\nGNX2cAQmqDEvb42yRq3q0tds3jymknLW7/+kmtBj9rftNRhLG95s4DX1AWO4x6FRWc0iXGcy9IjN\nSRHu1SZFh7qgEk40EZp8nNG8tDN1jk8ihS1r45Ngni4Ssey8yFrUqIchvCUE6HVd3v3DKsO9M5fJ\nfM5n/+OY231oA0oE8L/ceMhfeH4HgB3NADc8fiKJj0JMDvm7YWglxknjzedEPDFi22EDI/lGbp9W\njvrU12ZwUUwLUWs3I5IW2dRZw/U+5MMG2K9oa5pxDpG+Pyo6Pv3LRO45F93uC/rRjI5mHKHt2AfW\n1fU3DxsGUrnNAb39NJoSSuBmdVeqMuPABchwyBaXNCGtdzI75r1Oc/0EeaKF2hjznwN/RarxNeAv\nAdeAvwVcAL4E/Afe+8XSQjryuKj2U4WnjoNW+6DTJXDqsVVZctGocgw5NZ9GCPuK8D3P7y88iPNH\nT+9WIGsv3uUJ7Y4Ld+zZGY/K4BKzbrbYnb0byqpfSoVsjuCywJDlCXiNtolr8WRYPNrdNEnzo96n\ntSoSZZm9+hgZlBl2++2HOW3oS0WY9CCgiXGyjQv2zMMwfneXJ90HNVyVEfubezfZLsPC8rxEdr+2\ndsp3Ou2u+DQ21JNs3ydB38f9tqeY3/gw/HswbXhDMP8a+J7MMB/U8EDZcGObDk3uzzGUqwXe3Av9\nuW5K/uHNcP7ffklBrh8V3H1aiLTTNg/qHEv/lXEOIfqwyeaSuc9ugSncqAexVPHd3RAaFGB7XUHb\n08wcH0S4eASVtO23d+E1cRn1Jv+utPBgKuWN8iZgpOHweDynv1/pd9WLIup4WZt1A5e47NL4qPbc\njSYimwPjzB3cksg3tQ+Ve3kAHxsGr4rfOfiQh2K8fn2o/GQbejclp5p7n6AvPTb0bYx5DvjPgM97\n7z9DqP6/A/x3wP/gvX+NsOn9y49fvZWsZCUrWclK/vWWJ4W+S2DNGFMBE+BD4I8B/55c/5vAfw38\ntRNLOo0W2/27T6t92nKaOi25pwU5n1YN7Oy8oralw37qYvuaQhfR2rxG6Iu2YhNdHKd1/sHeIgRJ\nAIiK2tvzR6xxAYAxlrXhNgCN36f0Yb/+4W5NKclpL8qufGiWb6JbwU90naJGLTfUHnbKo+/akrO0\n82nkJG3xFHJVYLy9e56vHIaC6hoOJfbrC8NB0oSiycD7DN8eutxe58pMfPn8+lUOovazJCFFkpO0\naE5xHfq14NOMj1OMlZPk9wIiyf958xYAF0rLQRMQhYExTF1osLmzxHQela8Y24A2bJYF16T/bEe/\n9Bq+Og0a9UY54i1RVb+7V/Da5pPVt1eewhx1rsxZ8A5c5mmtFTkf/V2VQzrC5AvgFXn+wxq+Ku35\nyiF8WlTtkc0M71JgbVdl08qlcc5d7/A8EgfshYeFjORbh+ATgy3809RQC+W+PvB4sVl4fNIUS2MZ\nCrNvXIQPtV5aJlLGZBCIbUB7glvAI9H4txWDvxbb0rvVB0zKF0Ib1SbNN+/OF2xJjvb79cPwToNt\nrg2CbWWrOM9Q/PTP6VVST1rLUNWTzEmPIY+9UHvv3zfG/PfAu8AU+EcEqPuh95GHxw3guVOVZ9rz\nrG6Dp24iepKJY5nN5LhnPK74zEodmv4AIn3Pa5lwvEKEltitdf+PbNHJWo5NvS8DoXAVAxf+mLsR\nlwZXAKi85/58D4B6MeLWTGxCYkQd9T2XAPH++qMw8S7YZiKT6qJ5yB3B5j+zFmaRN8b0FxIrvkw+\nalPICVLGwBFbhnclGtQjB05msX2nIET5jSUH59AueO8t9lk0Ydu01zgW8nJ/bGuJH8tZ3n3Zjk8f\nm57jvjKe9oYJ+I1bYRGNqVDXig2+ufgWAC+VL/Dm9EtyfZ+xCW30mbXP8too7JQudxY4gK8e7nF5\nHPrXlw4e4cVf8NYBvBbtpE+r/zyO9Ez6E5th7W/N4bNisz90cEHZo+/JRk+CDrLnSe6QkyLbpb83\nhVel+xxY+BsfhqDq1+/JTqVpqCSk2V4zp5bses7v0/jQoQscQ5mUjG/wRzBsTy3b8MbblCGtoaYR\nV4jG11gpo5CRYM0Gw+ISAM+PL/CqbPxfWMtR/NYGsB3nBrVQbInN7BPja+yJnakwg9RGQzNgLs8e\nipH7N/ff5+Oj6wB8dvJ8ihPfkE2QrYW65RurrmtZZkI5Y594Euj7HPCLwCvAdWAd+Pkz/P6XjDFf\nNMZ88VFz53GrsZKVrGQlK1nJv9LyJND3zwFve+/vABhj/i/gp4AdY0wpWvXzwPt9P/be/zLwywAf\nH3/ex036U0WwlxV4mt3+soqcoYLpMafRuOVv7zNErVnRhrZfMnQ4DaY//KcxR2NvG9QOTV13PrM9\nD5tMWtmPMHR5laFAStYa7swCg8QaQyM75sFoQCHbXe0nrTeWjXpeKdv8fRbs1WFrfFjvcSia016z\nJf8Wucmehra2TOvrg7CeghPjp8/BOLbtIrfNvsvaQcwBXPhMfCpMJkftlBtUiXhm2R4GTHKtL2jH\ncf33OAh7meZ8FvJX1/byuERP+d27j+B7klKuEbBu5gw/uh7yXFd1w5/Z/iMA3JjfYVSEPvOx0STl\naN4p8vh5RwiTl8eb/P4sgMf3K8frQgv/g0P48ncCHfy50SQRk6JG/rPnYO0sM+dJ73+GNnp/AR8I\nFG2Bi9JP3q3hA/ntjSr3n8h0954U2GRg8uNmDn5HclD/0QvwS9dC2z2U9/uVtw8ZpCglM6xESimM\nY2Qi46wmzkbGOAqBiEq5PjCWKmmv5yhMGOdT94CZC0hc5RY0KVSNk6aYsnABcbtfreNc+N3XD+d8\najN8jB8qbTuIifx7X4hiDxvPOYG1Plw8wgmm73xBKcvfnSp4srxf7XKhDEjCZybbOUeCyz7XJYrB\nrsPO6nnjtCbcM8iTTEHvAj9hjJkYYwzwx4HfB34d+Lfknr8I/J0neMZKVrKSlaxkJf9ay5PYqP9f\nY8z/AXyZsKX6XYKG/PeBv2WM+W/k3P90lnL7NiOPbaPu2pFNz/FJFTmJiHPMLjnZhpWt+aRd1YKc\ni7j2SqFp8seKpKMSlRHIZ7tm5bPWqsliMfOVDqf4wiCHuRwWObpRQy7v3SpozlWzx7wJTJD9Zo2x\nCfajyt3H2LDDtXbOuFjuJ+RUfRxQ2kBOc02d2qbE8KCZpfqD7Cifhg2077ueRVs8yzOU2AKeEy+P\nt+9mu/RhA7djLmX5DmsqgYIj8wbWDRzK8cwZNsoe2/RJu/bujv+0GvWS9+qVLgfkMTQJ5+EPhHT0\nj27C3EetTrSg+h4HLmg/71X7fHwUbM2/MLmaXLKcz7bYsYV3xOj4jw8DyHd9eJ2vHHwDgDXzGnOB\nlt48fJ/dJjT0d2Zr1D702FfG4dkvDuElsYtOXfAThhCJ7rHllG308XV4XvngRx7Jpoctqce1DRRJ\nK/xryG5Tr+zA89HNisyjKC1sSNlroixPSlhIg74yOsf1UXjJiTVMxA48sCZFQCts26USAjH1d3aD\n5vyFnc2EHDX+Cnsu8Fy8h6m0/8M6TEIbFoxMnO/OTPquU3fAK5Pz4bjJiUk21ZiaSY7224sDrJHk\nLf6Ar03Dt18vJmyJ/ftmJT5//jy3pI/sNTmCXWFy1DNrMjI27HPT+ojkiVjf3vu/CvzVzunvAj/+\nWOWxBCV+2o3wBJNxhIlj2MeBWjRq8gI4bXIow1sLjxNqQiWQ7sK5NAE0OGop+HbVsCerrDWWNcFZ\nCmMoiANjKOcGlCYcl5i0GSjJoQMnCjOJda5cDq14UOR7yjLXH7VJaGxYNO+Y9ymLAAlOim2eL8Ig\ne3R4g83iKgCb44tMIiFNdeS4OB+oXdeBQ/E+NaRvcGliDr9cL4reTGGtH55Glpkh+so4qdwzbhgi\ni16bGwzZ5zNmSrtY5u8zsnmh1huw2kIZIe+zLM4nkcLOujifZmz2fbf4byfk5D1BP//2+/CmsBgd\nllr6g5VURgfNNPnB3qkPeHMeFuptCy/Iglmruu06+L+FzPeVw68BcKs+pBLTy7oteW9+G4B9d5ut\n4pMAVH5K7UOlblWBZf7W1PDPA+eKG4scnvNPnoMfkixf4y5T+CQ55UZ+Z0yKQd00GQafliEIDoRY\nBu0dLq3vWpZq4vdozlegBQOFvMePXZ3wOzfCKuVwvB5fzGTlo/GZ4OrJ2bhSfB/nqQX69h52ImJu\nwAht3XgYJ20mvMhaAdflce9Ma5omfIcXxnBedIG5g1LGTy3zbePgDxYyb9gt9iUl1oO6oTDXAHhY\nzXh39qbUMzDyxnaCkZgEMwebarzeqEJ5O0XB+nHE1q70kckeYz1bhRBdyUpWspKVrOQZlmcnhKho\nJ8dtvk9fmPy7DHY7jSbU87sv7zcp7+2Q4L9x4Bz3qg8AmDa38T5stRt3SCNaQHBNEPcF2b4Wxiat\nqqHAqbT2RiLlWBoqOV8p7+eohTri1hQcJU7KtmYCNuwSf2bzUwxsuC8C0jOfk9iMFAmttBnGO1RN\n9EoRtJV9U7HfhPBN64PrXB6Fci9NfjxBuUObfX1T6leTtcavHWaIbrfx3JoHh85hOcbK+8y84aL4\nUt5YhC3+6+MhVyLkxDHShbNPA70+Zc25F1JXYsmIByaH/oy+0+8vVKIApV0PyG26ZiBu7AWYwdDm\n1UTYs3GKiKg1Zt0uOopUvO54rN3/aSQmdHhvD94SMtO7M/i2vGzlHFM/k6qN05iIPtKWMe/Mgv/r\nVnmJWur8a3v7/MJ2UAcvK5LdvQru1UGlPl8Gj9EPFjc4b380lOsdUx8qMrSXqeTZhRmnMXvYBJXt\nn+4WyQXJecNAUK9fuQP/LPCS+MQEPifw8uU8TJ8KSTV+ZJsP8SaHlG0FSoiyDEkpIE0jD8nQl2i6\nO8OChbhkHvqG2m+k6sbFY6Gg0MZnQmomRObKLFzIwgfwqM7I0sjmJojhde872JEypr7h0IW598Xx\nID18ZCCCb4eCBnjgh2Uim7pMhr1SXOMtIcDOmkMeVUFDf33yaQC+sLHOuWhmGqgwqx4+I7DWB7NM\nst086xryBGPpmVmou3OHnhvPbKN+3B8ug1bl+MuHD3n78LsAjGJyemoaFyCzgb9LaaZSlGEg/pxj\nM04MyDUb4LORvcpBE0JwNt7jhZIZBkXoCaUZ0aTF6z5OZuTIoHR4nExgCyoKOT+w69QE+93bsz2u\nyIIqYY25V8EF+fKl2hwNoJXaLYYnjC6lLw7O8z3ZiGzYcYK7RmVeeDaKHJgkBfAgd7RzRX62xfBd\nfx+AC/YKN+tG3gseuYCfTZrwft+YwksxgAodOe0AUN/XK7iue+3YcpdB7idB5z6HYmyU7fS8Mjdk\ns4njXhUWofcXjqH4l4+MxfnQeKNiyJb07+/uh5nqO/NHfGrtIhAW+rj2rhfZl91Y2hN2F1Prxmrt\n2rD1fWRzyrRuZ15aFnf8piwAfy8MGf7gMFeh9uCI/tIz1dQVJgZ0lv5uGHC/Dn3nXHmeXanHgWv4\n4jQ09B8yw9Qvb9fw/uKGlB1ObtqPJwayo8bJ6jRki0Lg18YfJrg91s17kzYMBsNMdh2FKXhnEe59\nb2H47WCW5cdkAH1iHV4Tv+dSM4bPIp7UYMbkDGq1VaYVHW/4ODMHBHtdjOk/hIX0URmW2MpRSYSS\nyk8YRzMMeWOgI4TqMRUD8YwcvC5pSHeGeV8wKXKKSUc2VaTQow5uSn0eVA+oXJhbL5TXcdHJ2ecg\nLdF0NDLZXl0C16Qej5qS21WYF78z/YDtMoyVH1kLH+h8ARsnmCyujzkashROXDuOyBm//Qr6XslK\nVrKSlazkGZZnRqOGowrKY0Pfy+QESHKpyP0/t3mBv1cHLXlXsqzU/gZWtqTGDrGiOY/tJoWAk6VZ\nZ13YzZMi7Ogqv8eGCdjYhn0xReV5WH/AwoeteEOB92E7uMbzGCm7Fl9ST4jEBPBhvZd2XQN7iaEN\n2745HsXdAIJGG3e+Cx/YxPF61IJHinkcSXEPmw95dRjYlsF3GnkGPCcw43aZtbe48Wx8hl51pK2B\nAW8k6pHLEYKmWAyhbSLz/MBlItWZRfk9xpzQRkO8WvrQGL2dVRrNsaYVQqjQ6Bk6sTnUoX70xGaE\nIMLdG9YynYU/blXv4qUyl4dX2SyDGcLYKX/34fcA+O2DfwLAwln+zfN/BYDPb5AiKxUmoB6pznbJ\ncbcNoD1DxHetsl9pDGFpfWb7Gl2ugsbe24e/LlEVHon65DFJU3X49K6NohnWLBK+HzVdz4I1G9pi\n6hdYqejF4YRv16HVf+9Bwe3qUNrmHhtFKONa8RoQcg874liqqHy4d2QM0enYec9IMCWXerynjv7E\nDJN2XbkFGEn0QEEj6Mc/FeLZVw/gDbE//ckLsD1MxZ1N1P2xjYZaQ685WfTkGsfEHIY6ji/gG08l\n89HtasEX918CApISNd/LQ7gkk8xWmftBlImBHxa/Z+OzH/IQ2Je63p9n7TmO8wYSE//Q3WIuyMV8\n/hKHco8jQ+2JgGmyiWjh4b6809cPM5l1oxhxdxFMlt+cxmiLw2QuuTBSyF33+9ie809KaD1BnpmF\nui8s5lIi5GkbpTuRnvZ3GndXxzslXJFYsGMTWM73FnNqgmFqo3guTR5jk6HhwgwZm7DAlQKjeQwL\nF0awNwUDExbwgT3EOVnszSBBndZYnHyuyIh2pmJe70l5BbVcnxSXGUm87bk/5FvzsJi/MhS43pg0\nGDTpszVXm8zafigDZKO4wLa4BJ0vSx7KAJiYnJFo3eZvGW1N3mR7qUZeCwNbEpyi8iZBaSMG7LkA\nt50vgqlg0x7z+fqg3CWQX0RQTxTt+9Z9cN/ipqDtN2Vi/s60YtOEkf+pcVi4IUCGQ/XbLkO/AF4a\nS8rF8keoBfLzZsi9KrRLaUZcta8C8G9sfgyAO02VNjZfPczeEt9UE+fEwhsCv15fy5uxJNrQ3XcN\n8KoNpSjKkt4xAzld6t94Hx4IU9unsWHyHzRpQbbYxNuwFCzilsfr34U/HlYHfH4jbIQ3rSGyht9f\nwBXJhvTCcDO1x9cO4yZhlip60LyXYPWCUQqsUjJK9ugIgYdrVmq8wMag1qahThwUn4IARY+OmjLB\n4R9W8AkhGfzQJlyT46UQZ5zHjstDeJKpRh13gyDF4+75uoFKvolx8+SmdGEInxJm+KRQnjmO1H9q\ntZjG9X9k8jiwVmU0W4Mrsti/Iza6783hUExgtT9kJrvshbfJLOfI7llxHHll71638HvT0Oi/tffP\n+Oz6TwBwfTRhWocHvT0LJpGbi02cpOv9cxef4/JJePOyze0ypvcTaJwr6HslK1nJSlaykmdYnhmN\nuo8g54+74XELhZM16yXXByif40HQLA+bHe5VYRddms206/ZKNXG+wpmIRwkzmyL5Zy7cAUPRLGvq\nBMEF6Cw8x/sBhY27ePlsvmCWMm1YBqK97boSJ+fnfsBIKNn3pQqXBm2Et0kltF897uIul5FlPknK\nVmEUIU2VUZNz+dbq3wO54a35jGGsv7FslpcBmJSDlEDgQTFmMAjM3A1BKB65DqKXX7sFbZ+G1HVE\nlp1bCulkiezl7+zC2+KnO5V3HVDwCVG2toBZDOdIRhjCfUGioloa2JDr6wN4JIk4blYVl4qQsWxs\nB6k9IvS3bwasRx9bn6HAIn4cAvt+T7S6lxfww5I5KQa9OJb8oghpUXsxuo16tLe6gb8t8STuq+Tb\njfT9xmeqoVNf2NFgiUSvWUKqZoK0wCD3YV/x5f2AGv2pnc2EFl0e5KAVC5/JenejVo+nFnLkI/dN\nzheflefNcVJ6oepq5Qt5Fli5Xvs6Ed0amlQr4we46FuR3rmR94VvzzzvzMP5394v+YxAEz+5A89F\nW1XPt5g3+bt2r/fyIbUWndqrHW64T+mO/+57Txx5DsvmMPzys5s29WEdshjfthpBaEPd3+NXbpqO\nFUbueTHmyi7h6/vStr5KbbemNPFGVTZ6sig0n9+fTfn6YfjGv3Tlj7Ir5NSB2eZbUvaiiXT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RIfsEw67Z4Ce1hOXqhPKlNB0a1rfRs2de72DN6bHq2XNkEk1qppf3vT+V7dR+dJtx3IwavyutJ1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\nAABJRU5ErkJggg==\n",
"text/plain": [
"<Figure size 576x576 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"a = np.frombuffer(data, np.uint8)\n",
"a = a.reshape(height,width, 3)\n",
"plt.figure(figsize=(8,8))\n",
"plt.imshow(a);"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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dW6iz5etuXbAEaq0oYiHAgtNnMsMj2mkxNgfvcbHesVVZm69xA2AQ83RQ9HKT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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"path = os.path.expanduser('~/Desktop/foo.png')\n",
"import png\n",
"png.from_array(a, 'RGB').save(path)\n",
"from IPython.display import Image\n",
"Image(filename=path) "
]
}
],
"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": "3.6.4"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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