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@steveseguin
Created December 31, 2019 11:13
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ClassiCube Map Generator.ipynb
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{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"name": "ClassiCube Map Generator.ipynb",
"provenance": [],
"collapsed_sections": [],
"include_colab_link": true
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
}
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/steveseguin/2acc9e32333a1d1ab3165bab5b537efc/classicube-map-generator.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "code",
"metadata": {
"id": "LB75R7X0lkeh",
"colab_type": "code",
"outputId": "4475bbe8-d9f4-410f-9f8b-a8745a055279",
"colab": {
"resources": {
"http://localhost:8080/nbextensions/google.colab/files.js": {
"data": 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"ok": true,
"headers": [
[
"content-type",
"application/javascript"
]
],
"status": 200,
"status_text": "OK"
}
},
"base_uri": "https://localhost:8080/",
"height": 1000
}
},
"source": [
"## 1. RUN THIS SCRIPT\n",
"## 2. Upload Schematic File when requested below. You can Make a schematic at TinkerCad.com\n",
"## 3. Download output.lvl file at the end\n",
"## 4. Load into ClassiCube (or convert using MapConverter.exe via fCraft) and Enjoy\n",
"\n",
"!pip install nbtschematic\n",
"import binascii\n",
"import numpy as np\n",
"import cv2\n",
"from google.colab.patches import cv2_imshow\n",
"from nbtschematic import SchematicFile\n",
"import zlib\n",
"from google.colab import files # lets us upload images to Google Colab from local storage\n",
"\n",
"uploaded = files.upload()\n",
"mapfile = None\n",
"\n",
"for fn in uploaded.keys(): ## \n",
" print('User uploaded file \"{name}\" with length {length} bytes'.format(name=fn, length=len(uploaded[fn])))\n",
" mapfile = fn\n",
"\n",
"if (mapfile==None): ## If no image is uploaded by user\n",
" print(\"You need to upload a schematic file.\")\n",
"\n",
"sf = SchematicFile.load(mapfile)\n",
"length,height,width = np.shape(sf.blocks)\n",
"print(\"size:\",width,height,length)\n",
"\n",
"blocks = sf.blocks.astype(\"uint8\")\n",
"blocks = np.flip(blocks,0)\n",
"blocks = np.flip(blocks,2)\n",
"\n",
"cv2_imshow(cv2.resize(np.uint8(np.mean(blocks, axis=0)*128), (0,0), fx=3, fy=3) )\n",
"cv2_imshow(cv2.resize(np.uint8(np.mean(blocks, axis=1)*128), (0,0), fx=3, fy=3) )\n",
"cv2_imshow(cv2.resize(np.uint8(np.mean(blocks, axis=2)*128), (0,0), fx=3, fy=3) )\n",
"\n",
"header = 1874\n",
"\n",
"spawn_y = int(height/2) \n",
"spawn_z = int(length/2)\n",
"spawn_x = int(width/2) \n",
"\n",
"MCSharp = np.zeros(18+width*height*length).astype(\"uint8\")\n",
"\n",
"MCSharp[0] = int(header%256)\n",
"MCSharp[1] = int(header/256)\n",
"\n",
"MCSharp[2] = int(width%256)\n",
"MCSharp[3] = int(width/256)\n",
"\n",
"MCSharp[4] = int(height%256)\n",
"MCSharp[5] = int(height/256)\n",
"\n",
"MCSharp[6] = int(length%256)\n",
"MCSharp[7] = int(length/256)\n",
"\n",
"MCSharp[8] = int(spawn_x%256)\n",
"MCSharp[9] = int(spawn_x/256)\n",
"\n",
"MCSharp[10] = int(spawn_y%256)\n",
"MCSharp[11] = int(spawn_y/256)\n",
"\n",
"MCSharp[12] = int(spawn_z%256)\n",
"MCSharp[13] = int(spawn_z/256)\n",
"\n",
"# 14,15 are direction (just 0 for now) ... 16,17 are blank spaces ? (zeros)\n",
"\n",
"MCSharp[18::] = sf.blocks.astype(\"uint8\").reshape((-1))\n",
"MCSharp[18:-2][np.where(MCSharp[18:-2]>3)]=3\n",
"\n",
"gzip_compress = zlib.compressobj(9, zlib.DEFLATED, zlib.MAX_WBITS | 16)\n",
"gzip_data = gzip_compress.compress(MCSharp.tobytes()) + gzip_compress.flush()\n",
"newfile=open(\"output.lvl\",'wb')\n",
"newfile.write(gzip_data)\n",
"\n",
"files.download(\"output.lvl\") "
],
"execution_count": 0,
"outputs": [
{
"output_type": "stream",
"text": [
"Requirement already satisfied: nbtschematic in /usr/local/lib/python3.6/dist-packages (0.1.1.post1)\n",
"Requirement already satisfied: nbtlib~=1.2.1 in /usr/local/lib/python3.6/dist-packages (from nbtschematic) (1.2.4)\n",
"Requirement already satisfied: numpy~=1.14.5 in /usr/local/lib/python3.6/dist-packages (from nbtschematic) (1.14.6)\n"
],
"name": "stdout"
},
{
"output_type": "display_data",
"data": {
"text/html": [
"\n",
" <input type=\"file\" id=\"files-42e292f5-55bf-4d6e-88c0-c4e5cd8655e7\" name=\"files[]\" multiple disabled />\n",
" <output id=\"result-42e292f5-55bf-4d6e-88c0-c4e5cd8655e7\">\n",
" Upload widget is only available when the cell has been executed in the\n",
" current browser session. Please rerun this cell to enable.\n",
" </output>\n",
" <script src=\"/nbextensions/google.colab/files.js\"></script> "
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {
"tags": []
}
},
{
"output_type": "stream",
"text": [
"Saving stuff.schematic to stuff (3).schematic\n",
"User uploaded file \"stuff.schematic\" with length 37571 bytes\n",
"size: 227 128 127\n"
],
"name": "stdout"
},
{
"output_type": "display_data",
"data": {
"image/png": 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7PDZ+v7FR8VMrFWuTycRr/EEUA87ozngGp5QCDJgtPwiq1crBgcNxbDx9ghFH\n+Taa/XAwppa14DhkXMtF7x7HcWNuD2NMbTtFimt5ZsUEgOoObpEMigyJnMNl3lyYi2KRF6qmAgAD\nzPponccYAKht29SWlZosC+tvYzwalfKy/vgvYX1EhXm8UG40sFd+ZDk+LwqE0Hy+CHb+s02pu5/n\nWe7auN/v5VnGsoyodMfjSZ7ngwo5PDzwlSuGodumVSdo5jzOMj2fzgBAEruZPQ/CQNvbajcg9V1q\n00aj4fs+AHOS2lK1M5k7bzSafz5eYOqnd549OzB2P+fSnq4TEHXf96cL+kGZepyMxgAFVD+58fjR\nIg3XmbpM+kqSxDXuzGbzIOcURcHzfXLli0olQmQz910v4dXKxigctbotXgjz0EGI7zY+G41Gbi/X\njK6maqeJnUn18fgeaV6nlCKjg9mMTx1KacF00zRtNlu8e4QwH5/mCCGH76DZ/YMRpdZCFBnzqnky\nehrFkU5usRzb87wUKdZ0sC01AKCKq6KYFRmDRHmGMn8OLMtmWd7aYACAZdiVSwEAygDF096xTe0r\nu/UycHYF6+G3pauuPPHcN5Yk6fOrKQqn3ND5JVMRFoo8FxGih0/IzufPDg7c+4fVSsXFzNGDB1mW\nmWalVqvlJ8OiKCpEOjo61LQNXddt25YVNF0sWhsta24BwNZ292Q+LIrc3DIRB0lAKaXbu5/NpjNg\nILFBrnTmTtjvfxim3vkb2Tswdr6YTE4iEEDQI38yW9gfstLJ+HhZGqB24/9g50+ydaayy5+K2pQY\nW4+onWRIrVVhPv/qyldhEHI6M51NAXi1urEfjTq7X1kLKwIgRG6axtfxs9l09tXWVwAgpHYm1vLx\n3S+uffHkyZgzumwWMqkz6PU77S4DTKfTcY4YJIjJ1EIIiaIOs9lgTG1roTG8YcKfnv5gLayv/sMe\nAHhDL+OUdPpUbvIAUK1CGIY5gCoaEpd5EKVJmqbpdUYDAJZjnbWOxygwAJw+vWdbtrBVY9gXOk7r\nwT+utsvy8z8OwzS2t7bzbMlULMR5nmNA9ODffv/F77/mrNnh7JNPZJctjn/4Osuy3R1J2rxxkp8A\nAJHQ0fHRtY2rhJCya5w+2P9K/WQ+PQAAXejO7Sc8z2/v3ZlNZ0lAqUPlK3/o9XsMMPQEpGrHCVN4\nf073FVNVVUPH//h0AlkSZawwG2fjie0nML7nf7CBfzAbQbcDAEQn16uFWO0kwfNHl2S5HAjblLZ4\nvShyTpJkBAAw/n6hEz3xKbUpAFBKUf2GER55npcmiU60uaJM2JasNypxDwCgK+7KVL+FCe4nlT3N\nvp+gzclkglpdSQTbcUYH1WP5L6MokiRJlCTHmVarNWOLqov/ub0jsSzHy0QwIsN9qOt6/SrerbCJ\ntzjMFgBgmIYf+Lqu85yfFFyc2IZhpGlqFqcCL0yms1WfWhRFOSthu4ZciYizH559xQADAHdPl+xs\ntZrrfep4PJZlOUliXliuAlpaEYos1wnK2XxhLTBGJwJfq9Uwj5VKS4pPmY0vKKWqvOBEaHxmhmHE\nsyeKJDJb/9HzvJrG8zzv9nxJkoMgNA2TScPpkTQ59RVFMSQu9Rcq8POnURhFXgxQLAs+p2mKFZ3e\nhzBuj36OR/jt8JypGy04PqYU8iTMOWFyfJymqZ/AxD/4YAN/f9Zvd9sAQIherRRStTsaPXfTYYTL\ngTClFOsARcZjXsIAABPrwY3reilJ5QFc7RM+PI6TOAh8SgiP+YjZMMJASPoAIHau1SVKbl+ZzXuy\n2ebpD9VKYzb94Ub3hu/5dNCXJUlW/nIymShEI5r2bNqXlS4AHB1960sdxDJYJizH5e7DLVyr4bph\nMIm/yBdHALCzy3mep2mdKA6SnAuDUDGup0mW51NNE8b791d2apEXgsADANFMlmU450E5AwcAZec6\nnizZufn55+t26vffT7VazfM9VdPKPaUVgRBSFZxnuds7kCUpS9Nb3CbGWK1syPEpu1EJg9C2LYlA\n0/zEddzp6YkkCrDdmEwmdY3ned7z+xijLMt2cZPNwulh6nmeojQMmct8i+FhEZ1gjLwzmcUSCcIU\ny4bzQ6/Vah98AKZqresHzw4EUciTKGfF2b0/60SPEpgceu/t5i8jmPc7nd8DACGEAZArHRr01w8o\nB8KUUn2DgTznJKX0No4XVqjfSANKnVWfKi6sUbldnmUarSzLFtYEAK51r+UZrV6pfv1v/d3K7mQy\n2Wts3p/d77b+0Dv2af8+APzFX/7FY7AVo1KpVKZRf0ve0oj2//32f0qdlAWWl4mqqr1ej6/xZXHY\n1FuUUfAOV3Udt6O2Z/MgKbjInu8Y19I0nZ5OC76Y3H0u6HmWl5p+a29LVuST4UnvrC7SmdYv10Io\n109cgZ3+oDa3rAVezeeVIY7lBXM29/r3ShHnNjGPebXSkuJTY8PIsuz+/hGJoWkai8Xiu9mJKODG\nVuPggCeE53m+jJFgOZZv8kwWTjMbABi1aUpc5lu8CvOT0DTMJAZgABhAcsKkgGXd7tl/qLYrH4Cp\nUm2LjsBoNbtqVIiCTnSU2HEcR+mPnf7uwTB+4EuSTHRSQCFWO3jN9b3qU1tVInJZVMSmYsZxAgCJ\nZ/kpJ2ec53mnjC9KDcVswBlTkziJxr08z+M4URRFKZwsyzHG1KYrkNvcbUJn415avQ0A1aQ/HI5A\nUDm1fgPM69tKvlig6393pwlW4D/tzWyOS7h20fc0ohVFHgt1ANANo06oZVkmUR3XSXgjCXA0OwqD\n0LYpp/OkuROEYbPZmIzHeZEvNT1xRbHiimxD2wWAOIlXWl+OsfaaCAAmZ3PrT4KqlLueH/iikBd5\nEielFVGrN1iWc92wwLIsywyWs+M/K6pydHSoqqphGCzLLiIcLdioQFHGMgwkPlVTAIDUhyCBYv23\nOPugNHbrCsSeZWLDycPlN8XzA+QqdPLixi6pNNpB8H5iVVdMlWvdkQzmzidVJRQFgegkSYIkST98\nEGowmyOEukCKopAqiSw/L89STlNRajerREJ5lPgqb3iQAEDsLfyMkzhp4nkTb7K91SwZXDLV87ze\n+LgoCh5jRWnIOc3yDPM8ddaYemubEDob9fnqBgBwaX9wMha0hFPrYF4xTdmhFF3fajTAHp4Mh7Mk\niavVut970G53siyPhRoA7GxvJ7Ezn06JIsZxlPJG4OBoduS4ThD4JMaktbOwFluf3bn7vVUURanp\nTOxWxepCZBuKDACe5620vgwDv9LEADDf/77cSYOKmLue7wsCn2WZ53mCIADA7VqdY1kIogLJsixj\nKc2PZ6qqDPp9TVNNwxB4YRGjeBEAVqKcYxlIAttIAACSInmdk0ep7ygKJP6iw5v5edHzUk1WNa1a\nJZXm5mL+3pm6dSCDsfMlQCQKuq7rdmBnH56nDBPO+wUUQAooQKriMk55HdQmrSoRuTzJsgZvQuIB\nQOJZQcbJMvinvn8K0nZjeTClhBBrYfVG3wOAYRqM2oTCybIM85iuwdwxKaWzcX9rYwsATqcnw5OR\nWo2RWjevpFmaWdZg88ZmXuTW0b61sCiltxrtR71He7mapmkk1gHg2uefHxweLE5HqsgDAMuLrsXH\nM3ZhLdI03Ux4vbkjFP7WV/9JsB4+f+jYzaXqWOQa21sAsJ6gXMq6YWIAmO3//8qdhFSh8Dw/EASc\npIm1sEproXq7wXJsOI/LPhUArJ6lKupoPNKIZpiGoipBjOMgx7KR5SwLkPq09O0kSRAk8ILr4eyD\n0tgFgNizYt6MnLNvmOcHyHK1vdkGgGqj/Wq05LtByVTTrFw1oX4LrtYBAE778YMjm2/vzqaz93Pb\n16MALOu2beOUBkGBJECxjV+Z+169X1423Gjmx8tz16/zyoUB81g5u1IcBgQb5UesLDeSs8uKomjR\nQ3z7y2azKZ3+q+/7mqqNhgO5zmd5Hi0GruMGceHPBnYmJfPDPMscJyEaEcZfW4tMrPIVMQOAKM08\nUKrd7mymTU4nk8k4ltscwtzo6xHaBYCiKHjMQzGp1Wc0yEI6A4CFtQAAhFASx85CLYpCUZQ4Sb7v\nJwUUzWZDkeWiKKhtmxUzSzPLWpTWQis9yvNseDLMO63SUvJcT1XU2Wzmez4UkPgpr9dtSuM4tm06\nF7bYbNpmNZHNMI+zLAu4DAAKKFhRu4bbiqLMF3M2nC4W80Hlr7dJkCFZ0TS/SCpC66r5/PUmoTOb\nzij5/XAwmM/eA22WTL16ZceE+q26RgAAJoPBaEzb7c6T9IMzFQDLOnUGKR3JsoxElCaBLL/M1CRY\nUgor5iiap29nTPOKsuJ84tGNM6byCqj8C5cVDeOZc3D709uSLC0mD62F3el2RyeDesJnaRZbwyAI\nk6QI5gLNpGSeFEWeJKnUbLuTAwAQeUMXMwAIfD9ilFrnuqEpwXAyHk9SRUC8wJ24Ht4FgLzIFUUZ\nj0f16ZSGWUAxnPWpoih6ricIQpEXmMee543HaV7kxid3eIHPi9y2bLNSKfLcsixgGADQ0uMoik5P\nTzc6G6VHL4ojRVWpTZ89ewYAaRbW9fogjOM4ng8HOb9F6SLkiMhloqjkWUrZJVM5Ubve+QvM46dP\nUy6YPX32lDf/L1EIMqQoKikSMFvilTWmpoF7+PBhp3trOBg+gvfG1MqVr3QC9TqUwX7T+99GYbTb\n+eIjEJUBLGd9Z0DHWqcrYczQgMIr4URJQP0UAIBXDBzNliNl5oXrvHJhwIqx+hh7i5g3FR4AgAe+\npGx6dlnRaGF6+OXt/5Km6Ten30wmkzs+PxoOdhI+ZZh4MSg9Tf48zzMpnc8BgOVYqXFt/2DfMA1R\nEhHKACCwLYSUWvcGUaRhMplMJqqm8oJITx6axi4A5FlumMb3k9PT6cwJspACnPWpqgrUWrAcm2c5\nnNE3z3Ljxv9V7rQWVrVShTVrgdJj13WthdVq/67ck+e5qqh+4P+T/wwYSLKsbmyF0ziO48Xxo0aj\ncbSYhawmshknkizLZs/7VNIpoy7TUzacPfnXr7/6y6+shZUjWVW1OIBKa8NcZ2roHH79T393+w+D\n4eB9EHXJ1JVUshhOT08Px5FhGDL9+tmHzwhaNoVJgyLFOgAgmUDxggGAZNAJIRoJoyxLwrTgFEVh\nBi6PeUVRcqmWxEm3phYFlO7YgEqe7zHVa4ZpUGrz1e3BcOB5vuWnSK3mY0+SpTR0Y2swHo/sgqDE\ndg+5fx8j6/Gfsjybot1qx+lsynojje7PG406g7ChKABgGsaKJSzDckUkNhLDNDCPwzAAAL5ei6KI\nY5ks8nLRxNHcYtgojvmqaRrmaDQuCpAVxSGfy6f/wnHboTMBALW+WxQgSpLneUmSQFEAgGUtAKDI\nc9W6yzLsqk8FANuyyzlVPwjCMPQ8z18TmdWPiwRVEAXo9yyLy3yL72qBO7U87Bx/+/jEZgBiZFyt\n3/SDgGU509nXiEYIMa6AaWJzO6gXY8+L8pyx3MFisYg4PaWj0WgkS7IkS5IsVVvdmgz+9Hjqvwdi\nvBRLxWLOeXZ/YYXGJzf7/f35B66TsQIDaZCkmACAlKYOpesGAAZMCCGEMBlkSZQCp9ZqzuBBrVqV\npLpc3/E8r1tT8yKnj7/VCaEYJUnMVBjDNHtRzFd2JuNv8jy3/AyptWBy1GxJSeikaTabzYuCoITO\n54vxGC2e4LwoRHEnTRJVk42U9e5//fkXDZZDtXYHAAzDPDqOz5rMcHks1iXDMDmWm54GAEAImS/m\nHMtmkZcLJh/PgyAQRVGRFcMwLesBAwyP+Vrt6uhktL2zc3R6BAA3r9zMi7xMgnU9t3QDWJYF5bSW\ndZdhmJWdCgC2bZdxKmmSpGmaxOev8oVE1axUnjx9wvN8Glh858qD0wcMg5xj1B9SKHIeK3WM57MZ\nx7Ky+0BVtU6HmFdNlmHNLU4sxnESM8DYrmvZFqdv0jQ7OHi2u7MrV6oY4erGVlUCf9qbvo9BFVq+\n5SU4DujTPwOAcfOv/+H+1+/hhm8CU/5h0rRIeb2AggGmT+11AwBjIIQQnWQR5EmYAlLrnf3B/u4V\nvi7VagDWwmrX1TzL6aP/0e10lxeuVk3DjE4jvrr9zeQbQRAsP0Vq7Xh8HMutNHRL3yohhEnspw8f\nIYSsJxYAXL+2ixBK09Rgxbv376bNLzgO16/fBgDDNIT4eaUALo9FqVWO1pNFAAC1erefUY5l8sgr\nRBPH8+ls2mw2hWrTMI0H1oPSbvkPV7/4p7v/wl/dnjhPAeBK/S9WkwKz+dK2WXXeC2sZlk8pLe+1\nnp5QYp2pqx8XSWqz0+n3/7HT6WSB3el0pt59wzScY2ot7KLITdlotVr9fp/l2NnsSFXUghSmeYVS\nWkEGtccAwLEc7fUppfqmTym9/8P938m7UrUDAGWfGry/PhVjLGGYjVOO5ZIkmW3+bZKk+vDDxfm/\ngOdjdiYNqCRJSZpIZqETPUkTSmk5+69qWqXRrsXRtWsbudqqVqty63qRD1JrCACe552eHHMc5xp3\nWq1mmbgnS1IU9pLKLWn0p6OsiRGOjv75+MQHuSbGc5+KgR/4UR65eZbnDmu0Wht5UURRfJJMNzfb\n4/E4S9ME64x97EltKRikSaooyvHAxQgTjVCHRjZHdJ2hLgAsIgQAC/8wy83ggE6nPqsXXG6hVsvQ\nSbVaAdsO9RulH7RKv6O1r5rx06j+FwBQj5/mRc6xLADM5/NyXG/ZVvleLNtqtloAEPiB6/bLjZc6\n0Ve9ILUbUK1Uqwqz8SVTrVZkSa4q7OaXrOu6CCHHdesbu1E0YHnFcRyWYx3HKfJiMdYxxq7rRhnL\nqyyPMcexklb1g+BGE6mCnmL9eo0t42r8WV/TiC93wvchxQgAy5KMYTaZIIz9wN/c/Mr3/fnJvY9b\nsJEpIA0cjEngJ2JFIjoJ/MBa9GtVEYmSpqpmw0Uc2tjYUDZuyJLcuu48efyEDhUASOLkpFIVJckx\nPq1Vq0HgA0C1Wjk86KFqE49mg7TFslx4FNm2DwojJHOEUJImSZrHeRzHsc8a1z+9Mx6P8zA4OX38\nJZGC/j4vCDE2wD72xA4fDoMgwDy2bU9iOaPdHgy8yIo4k7jUBQAvxgAwp3az1QyfPUzTlCWy5y/q\n9bogCLVqxbKsyPikTPZy6ECstpn4CW5sAoAaPS0KYFkOAOaLeTkLUFa+AABq29XabQBIknT/QR8A\nknQ99O98VG9UZUmSJWaDacmShDGWJHaD2dx/MEIIu64rbN45OhoIinnGVLcoYDFRJVl2XTfJWYEV\nFFnhWJZUmkmaVKucijje2KhWuNI+CeZ9QkggdRaD90AIBIAlXcYwf7wviIJN7b/96m9tav+ve//r\nPdztLcA830hDh/A6JL4kASGEUi63jguxwomapmkVNyqt1Y2zM/6+/7yEe/kVMbd1opfKuNnpuI97\nnVan3+sDNAEgOjoCAJBlSJ6PHKMIAj9AyLj2h//H3XtemIeu45JrctD/zjTNBOtAe77Y9rypQ5cR\niazAGt091juJY9tkdI+WzcAAsHjy+EvdPDo+UjVV1MUT19rY2CuKolatUHqc61op398Pvt9r7/UH\n/d2NXQCwFmM4m/ov/QCwFttPKb1dvV1uuw9fiIt49S2uts8CBGBj4/lXm5uAxi7C2HNdfvNT79lA\nMRy3ZKrrFEUxVwSd5K7rArCCAIZpsBxbbS5boiqqvkHhbLWIYNYnGgFZHr6PRR+QDhIGLOu7Svf0\n9JS0yU1xMhgMHn6sCn4veOyZ8eweIToA2H3qB0GvT0cpLUeatm3LkrQKiU+T5PvJ8x+IYRil1vLn\n/dYGexZg5fAbnzZbTafvrKoHrMN1XUEUoihOkgQjzA/+5yLdUCob8/lcy+a5saMois4w4lkQRtlS\nXdclSTaRj8xtAGCHNE2XOf4OdaxUFDBSqqlGtCicB4ySzY/SLJvP5zQ3Tk9PFUWRJDmp3lbpfcYw\nkXMfABaWBWfhVJq2WV5tFdsf+MHnq9zsVyY4Xt39mkPWvi5emMc/d+r/XCRBvj4B2/oc2p124AfV\n68y7d/4jAhgDlojcTb/55mln77YoTZ49ePjhJ6deBQMwnk5v3eoAQP/+D6WdmtARKnM4iwJjtAqJ\nDwJ/PH7OVJZl5Fr3YHAQsrLjUABwHIpbuFqtDljn6pXPX73daDQiuk4dCgVgHhf9nqptVKJ4NFa0\nfF7oOzxGhqGXRYNX0LtbGGHC+ZzJAYA1tCqVSvmVbQ/cVBIwp6acrusjf5YwcrZIkziezecIGePT\nB5jH1UqVrdYt63h7e3s4HMKZQ6qU1Fubt8qrrQQ+SdLmOf9oHwFJHq1bHc0vWhrRZhBUbtTfvfMf\n6QAAWNZ1okdPbe32304mk6fff4xRf4kXdIsZ/3APujoA0Pv/rdy3GuK+lApHKV1fs4hhWKW+NZjf\nZ5RaKdPUcfiNDULIPuMqV//46p2fyHmj0ZieThFCPM8/e/ps7+YGABgK1vJ5YfBFUXS3t46PvPWW\n6lt3AADAR6YJAHR4d09cpoYWtA8gChgpSDVMwx/OEVLSxTwMw/li3mia2ekDAOh0go3NjXvH9yvG\nHf/hfXhx3r9Nbr/t63rdW/yx85fT9+vz+OdO/Z+LNHqhMlmr9XkBBQSzap15987/skcK7UkYRvyV\nv95leicno5HzhrPeH7BE0gCgjJtGS/VJ0oTf+BQjPJvNVlnFhJB0bd1VXtHXM+kIIekYHP1T4tyX\npS4AQL9f7u8zXWbw5/IwXdfTLKMOZVgmLNr5dBL4ARSMrCjI7BKwqUM9v0hDL8ea7/t+lIWuVXCa\nkhfUcQBAte4CQDn213UdCmA4VI5+BhQ0QlTrbpIkm7ng0UW73c6yLIpizCPq954tAACCGbCCsgo/\nBACyubQf1gPJz8f7VP8kyF9yKTCrDKEXkQR0Npu1mi1qU9sGzC8j3N8lSqZGdBJFkXCVSMzxYDA4\ncd/1bd6+PRIJMAAAkqXV06ZBwG/ckST50aOFcjY0IISsp2UqSbqeSafpJBvPC12nzmB3dwsA+r0+\nABBNp8wW01/+L3a3UBRHg8GA5bharX1yMmQZJk1TI+eQKSpgDwZ9URDT0ON5Pk4cP0pDz5JESRSF\n0qhwrT4AtNvyYjDobukAwLDIG/YAgFIg7bZr9bMszwXTo9aVrb+I4zhJ4sAPKKUnCwAAHwJBMega\nUzdv7pXN++7b912Z5MeQZNHLTGXZczNkk4AePHr0+Rct2u9BAUhS3htT7UkURsLVW5NJ77h3bH88\npmKZOAgAAEtExkv1SQOH31AJIcz8sVI7qwWkkzJraoV17zchxJ7bnW7n/uC+/skWAAwGfy7366RL\nB/vlYR6q+r7/9ME+QujLaud0+oOqqmEY5qyAzHqa2r0H+5sbm0nkcVizU+pHWeRarKqZplkaFfv9\nfQBIpeb8aB90AAZYDnkny+uT9l55gGi2PWoJ3a/CIEzTdHQyogeHYQgAEASgGHVnjan67f+0fIzR\ny+smv4z3qf5plvsvOr8Yhjv3GqnPHnz9J2h9Tvv3iUawTORzi0j+EiAbMMb+FGRZwhjb1B5NP2gy\n6qso1ScJwE8AiueReEkAuHW7WlmGqxKiv/Qr8PLzSNbSSNAJIbpeRriWf4mmE133/Em5R4wm0+mp\ni3Yx5s18grZ4URRHI8qIOstxC2rx1zuiKIkv9RBnKkkdWkq85uwPKNjHcGwv/5ZgOMQxy4ONXdjg\npnkBDAccQhxafrX+1K9uv9XL+tHdv2js/1OQBMuEeyyR99CnUpBk7EOAMOZYLoyi6ZQmH5WpJVJ/\nOXmdBjRdpk8kZamf8gBCCLwoRbL+vN1ldoCu67pOVpXYyr+6ro+CUwAQxaYYnx4dHxnmLi8IUn6K\nujsIIc5JGJGwDDOnw2a36Qc+95oewhkMSol36IBSsIHa9vJvCYZFq7xoY0ffYE8xjxmWQQghhM43\n+n61WAUNY4lI76NPBQz+2kSt/b7LT74J5S+bJEGQAjCQBLRUpyQJ8FqRR0LI68qKPD9G13XyYp9K\niK7rXDABgKbYhGhy+GD/Tn1XFEXfn3Q6HQCgvYQVdQDInWH3+u8Gg0H+UvntM5UsrQjS3tsf7ANA\nSVB77f2xHFoFJBrGDuKmqopZAIwQfrFP/Ql6/erL+tHdv2js/1OQBDRIAQCQTF6JKP7FQABZEpUT\ndwCQJOeH4XxIrKsPln7M4nFP1ialtKXTyveW/3ZpgjBCCKHRv450XQ9rXwIAMBBNJiMHOJbDHABA\nS9hW+EFTqYR0gNWabdtP58s2kDZozn6/38vzzNB1SoEOYEDBCcbbnLneTtIGAKBns1YaIeX2yhKw\nj0HX9SKDySDGPI4SVVHVNDz/qS+4+mOFTeLzWZL4FEkwnt//dvSmq/xUIIA8DTE+Y6ofXATpX+HH\nLR5n9GS13UZLf3tkLafXMM+XInsy+nqruwX1GgA4jmvb9okLLI8xWwBAa1s4PR0qm5WRfazVwvFx\nb3I2t6q1NYY6x8e9LM8N0ywKoOBYDtAgROZ6Q0BrawAwgCVTSbtdbq8sARtod0vPi+J0PJYVRVZU\nVVXDdy6RHwQ8J5ZZlq8iCaiUwGg+f/zOnRYIIEvYs7RySIKPLP3wovog+ceY6o6eL4SAzOXPHlvL\n+AjDkEum9vv9O5/GpbIPB+lkckxd4HiR5wAAmjvb/0IHm1yFoUe1djh+fDdNl20gpD0YDo6OjvIs\nr1QqmqY5ziDPwBlPzK0X2knKTtVZ3pq098rtlSVg2wA6FEU+ebhvGEanq2qq6q4x9Vek/lhkIT7/\nqzSgJIHR/n3nnZf9QQB5Anmy1KGPLv3wovrIlbz6+mIHejeGM81NnHFpAMzF5e+PzmByZlcHOnAA\nwHFB39JthyqKUq2AbdusCaLeMGREmrv49BtLvJ5leZtAWeSC0fbSOeiqVvapABB4bsiQZLIPzFL0\n22eTZaT93AB4yR6AMwOAtCHLLC5aFBVzP3yukb8i9f+RY8qsodX0zbsEAsggS57bqe/6Br8MUlX8\nMaZuSQAwGAQAkNAJrlQAYDXsXDG1Yha6Do47BABgGJ10KaVEJwwwtHdsbjOC3jBkpDV3ssmJql4r\nipxo4AwGANDutOdHQDptQ1/GZAXzKUYkHRcaIaXok2XFHdDa2soAeMkegDMDQGtrk9NZtBhubW2F\n79yY+9goh/9YIsG7H/sD5B9vWalzsa4+slghrw8h06UWAKBgDAAJhQqqAID2ClM1VQMA6joAQHRS\nxgGaFXMxX9i9ezsURL1pKIg0o6OTo73a9fL05bhe2zsioG/dIoT0gQJAsBhWKiSdzNoMWYr+GQhp\nPzcAXrQH4MwAIKQNc8sqwKx8OXpw/lNfcPX/kWPK5F4kE+c9zVFdKKwri+95LUQAAMnMaimcciMJ\nYDW9vgq9s23bYrcBgFIntU8cx+k7gGQCAHI1C4KAoU6GdQBIfS5BWidXr8jUcb0ePaDUceO1uxeg\nEdIxEMcAFGBbhesAALSqtzgOxXHsnNUKXbkdVqCDF/brup4XBaXOMlCwi5I0Ea39oP4f5mepar9S\n9S8XAFpuS2Q3IZUKyBUI3nmu6AVk6jqC2RQTAADM4HIZWSRL5UbqJ+PRGAAoBb27hTEinH9y3FPV\nLQAY+D5NEtd1bApYIgCAMV7MF45DeQIAkAQFg9S22u5K1HV9mqUcx7ovlrIh7XbHXLrubctmWRYA\nWpWq67k2jekyYhra7VeYCs76fr27lWfZyhLQUTUMA3HxwG8oTz/04uPvGLwi+2d+ACSTXbIbJ7FU\nVebvPOz/AjJ1XVn8eZ+0AAAwZsplZLFEyo0kCcZHy9y3VejdycO7eze3AcAf+za1XcfJiyVTCSFD\nnDnOUG8BAKRBIkmS1gGMqOP548m4Wq268drdGSDtvYqBOBaAAbt3ZJomADRv3xoOhlxir2L+QXvB\nBgAApxT9s/361p00TcEZLAMFq8h1XNfq1+u3VgsC/krVHysGc+YHwBIhu9A77sky03/nYf8XkKnn\njv2TNF3N/q8cFKQtliXVO2palpizCkIIoQ51gCQ+JAGtVCqKCtShhJDhcOA4wLLIG/Y22xtlDQFn\n7izmQcETQohSzVTrrq7r1KGOtqc5+1ssKRjEMcCyiGVAI4R9fOB7vh2ApjHl0J4OllF/cBbpV+4v\nJ/11XSf23bIQWvlotue5rlMxd0N3Ojjz5vya1D+H/JWDWp+TVSYC4vF7mE191xd8t1iN/ZMwSM5m\n/1dx5ppY51gOAFQtdeYLALALohHiOEMHiI8h9Wlz43qWZc5goOlkMBwwwDAc8oYPxO122ZUsTg+j\nKCx4QoiOMbasw+6W7gwGGmk7dMCSzZKpJe1Iu/30yVOe5+MYiEZKQafgtNuk9BWUYQDl/nLSX+9u\n2XZvY/P5yu328MRxnS92Pn3y5Mnw/S/i/M5RFMWrg/AmubFK+cHSq/WZfjEuIFPPHfun/lJqk7Wl\n5IkoIoQAIE1T57S0jIhOyMAZAENsDElA+Y078/mcDvYJIcPBkBDCcMg72d9C7TRLASCdPOQ4DgSB\n6IQQcvfwLuhAB/t77b39wT7ZTHMWsSwwHOJYIO29w8f/tdFocByndZYjfccZgNZeRRKu3P7lpL++\ndedu726qbK4eze7tu467q9+ZuvvuWYDlr0j9CyiKV/vUtRSM9xNL9a4v+Mux/hJs2+p2XrsgU5aA\nH/gsw6iaqtXP1hgZ0sGA6rrOq3pZJ4dhVw4rVO12tiuosk03eCdNU9u2HfXzNE0BoFat+qdHZdie\nq+6VgXx0sN9fpHkOhCFFAXQAC2FLZKgocOfKpEZImyynANaDABkOVbYRse8CwNCGAmDwL+mYvTMY\nuADgDODEx/ZT/Hj+8hv4CS/rNbt/tvojnnvLMNMkyJG02rYpA4/eecboBWTqOmj/GF6/clgeZ6fj\nMctxnY6hoaX/3Rpa1KGGvqWYtbKaA8utMXX3U0NH5naxyTtJmvaOe/XGFc/zAKBarT07PSjD9gyj\nUwby0QHTs9KsAI0ApZSCsxC2opDmrHhuk0i7TbTlFMB6ECDDIhOZtt0DAM8DABikR9Xqp6w7AABn\n6NgBtp/a8wuQaLkCFoS37BqTLJLOBg+JT6lDD99THtWFwrr60P590n3tkVmWTJ4+RgiBgc6WZgA6\nvAsAjLFt1O2jYwsAmHWmXvmSAaYCmiY4SZr0frj7hyufzxdzAKhWq0endwHAtuFOZxnI5wycvpVm\nBZSef8cZ5Pz2ZEw58XyZJO09OJsCWA8CZDlUqcDd3l0AQAgxAIOj9D/+xzvlxJnjAAC27XP8AD/h\nZb1m989Wfyypb8nUNMvJ2eAhCWi/33feedrIBWTq20f9AYDaApbjamLKsAx1KNFI7RMCAAY7SBNU\n5cxa+JhhxEYi2nQClYrh7hOduCfH26rph7nRjsXxv1CbmqaZ2FFWv1POJpQGAMOwqqYpKiHOfues\nbyeaOmlMTKOiqs8n+ukAHG2PUmfl81+PASgfyrbtVS6ARhjLskTVUM6jwgVR/7dpSpFneQHAwvpC\nWlIFJtm7zhq9gExdxxttcw1UlmFqUsoB5wwG7Tapkl0AcN0h5vlqpWDCJ4Zu1MX6/cnjTqfNuvsd\nhjijJ9qWwUGst4VkMnA97wrfTK0sqyvHYAMsDQCO5VRFUYlO7SFzZoTonfZkMjZNM8/y1UQ/BUcj\n7QE4K5//egxACfu4twqtIkTvg/s6pv6akOc5AAPcelC7DHL6ztObLyBT3z7qDwBUFQBAFFNggA72\nQWvXCAGA/QcDw5AJIf1+f0sSxQZMwidV885gOGB0cEePtwqzSHxDqD7pPwnDUGgKlFJSJ2VBgdIA\nQAjJskx044fB/mqGX9+6NRk3TNNczBeriX7HGey198AZrHz+6zEA5UPZvburj1qnA+5IVA2Zf8Mb\n+Akv6zW7f9HY/01NKYq8KIBhYD3RRpLAOX3tKT8TF5Cpbx/1t0KWgIR5UZQzOjhK03a7TdrAMGma\npsqGasgpACibN9sECKO1NSDtPdW6S6mtKEbCCLPZjH/xRei63tXB9jxVUfr9Xt8u/w32GIatZMPR\naDTT1DxbZvzB2ZB/HbZtu+qebdu6rjMMS+y7x/YyQ8Zx3UW2GMxTOj7I23+YvVIY51ej/iy8mh+U\n+rRMYnvHuIBMXcePR/2tkMcZZnlBknObHU8mf/VXba2tOZSmaSqrDMOkAKBs7LU10EibENDahWzd\nc31322gBr/bYQHgxPVjvbuk62MMTVdOOj3vUATpgNtubHMcmyeDk5EQQRVXVyow/OBvyr8M+7hlG\n5zidKRtbHMfads+2Qe+WlQes+YJxaOqMD7O29l6q4n8QMMCyrzA1Caj07r2pF5Kpbx/1t0KWJTLD\nC5KcU//B/gNoAyHtXjZP09QwjTKuVNkEQparBxLQZvOnYRQaeEPQqmwwfZmpW3cAwO7tE0KOjo5Y\nhnUGjqbtIYR6/eFgOOA4rt3RXvD2vwi7d/dOZy+dp8rmHkKoHPUv4xOs1HVcAHDGh0b7NrwSdvRr\nUf+XRL9Ect66DO8AF5CpUpWZjUgZ2vfjnv91xC7EfBVjPlPbm/SfASAIXkj+VFsyA2maptSmDMPQ\nk56qNNzvjhDC1Kb9gupkCyHQuwBQ1sICKEBrdxSVlIV96GC/YlbKdYTr9Yb2YidaWgKlvm/ooHfB\ncPeHHvKGqGJWXhDWAjTCKIqCk7vVanUSiVn+wrpfvxr1/wXFAX4yLiRT5VGFlKF9P+75X0fsxglf\nEQReaXtA/wUAZEVeT6hX5YbrOGmazno93TDo6Om23pwdzdrtNqW0oINbxnYUx/pWmXK9PIu0b6pE\n7/eXrqhtVEl9m1K60fzkpf6mtARKfVcU0Ld01x3ZHvJO/O2zbMQVCNEb9cazZw8ajcZpJCbxB1+h\n7leHC8hUWWb61WVo3497/tcRxwCCIIoiQmj/wT4AbG2RF/pUWR6mizRNZ8/ubW+p9OSZwTWPvv+X\nL/9Cow6lAzDubFmL+IUVBRkg7T2iG6zTBwBnQJEJ5YrXuLHn0Bc8MaUlUOp7mqa6DvujfQDkeUNk\nviisDGidzs7uzn99eK+1sN1IhOyFrKBfi/q/xffvDheNqYlPMY+laifwgw4B0snfTvyXRVMwjzmW\nxYKs67qigmvnLMMWUBCNuDQb9PuEENe4w7r7k9zE8TwAqXDGAaoAAOcOJ6enuq4XeQFnak4H+w4F\nfYtVNa0My8AScR1XwucLn30MAJBn2XoiwHrWP9GI2gFNgzwOq58BwzLVBjeZnK4bABdE/dFblJd6\n6eKj8ejhAcXvY0Xqi8bUNKAyg6VqN0lSQoB01O7bMRXJEgBwLMewDBbkje5WHMWubTuOo2lau01c\nm/Z6xzrRiNEdDodeUeHjeQBS7k6WTPUGw5NhF1UzyOBMzemAAQCdMVRFKUdmSNZLpp4LGygA5EWx\nngiwnvXfbstaxyjyIkvC6mftyeS0YlaegnMBDYCfERI1/va76YxKb/eT/TRcNKYmAWUwyNUAABgA\nXWuTt+xT114PEuWNm3dORifOaNDv9zfbm6C13dHw6PiIELLX3fMf7UvSkqmFOwZcAQDkDo+Oj1AV\nlR0FPZv3JxrRDVaW5TLjD8vEcV0ZnS98z0v9rCUCrGf9p1JTNZC1sLIkrLbFu/cW1Z1dcAbrBsAF\nUf+3YepLFx999/cFFOR9ZDhfNKbSnqbreumkLJifMPZfC1uFTKhy3vDZwTPPDYW62Ol0NGffcYFl\nUbXb0eODWSzW6nVJkvPYlVBeDtjTxZQxKx0D6GKu63ple1mwtwCwqbOxsfSWlWN/PwU6GLzO7a/r\nuurur+L5V1kAcJYIQAfHqVibRVF/AQUAFrW6KMVxsrrj2+JN6s8wbJ748Y+srPJ69S/eoim/3bE/\n7YOuk9W/6tuP/dO1tREysYK84dP7PyCO4xutbrfr0AEwDMOh6u6njnM4i8Xa9i7GKPIsHuVaewsA\nDg4Od3Z3VQ2cwVEXVU1kljEAAGD3+4m8cXYjm1IaJEAHD17n9te7W5bVX5VzXWUBAADDIoYBOtgX\na+lsclrGHCFJa220PM9d3fGdgWHyOMsunGXx03HxmEp1ohOdAADzU8b+67kAIIrgec/u/VulUjFM\nY3tre3+wT3TCcKh65csH8wOaiLWdTwHAs6cAuda5DQBT67uK+WWapnSwj6qoUlkuKsAA2Mc/nBF1\nOfYPEnBe7/bXt+7c7e+vPq6yAACA5RAAOIMH9d10dvC4jABEkrZ1c2+xWKzu+LZ4k/ozDOSvqczz\n/NDXqD/zFk357Y79ASAJGCwDABTMm6P+XsVq0rnetU3TYFl34A0HAyvP81xuSck0Eurx3LIdFwBc\nx9V1nR249XpdUki+OIjiaOghln0epLcSOJ01yxkBwlW7+jm3XqHUTV3XSzUvKwSWNkZXX3oVrAM1\nIZ8FYZjZg5mT+HTm+nEOqMhfTf348Tu9/e7XHPru1L/1OZyM3k9lmIvIVD+Vz5T8Zww/0Vkp4Ho3\n0g3doY43ZCh18jxnFFVOprFQm6eWTV0AcF23Ym7Zg/09vi0qJF8c+kFge4hjXgjSK6GbbOlt1atc\n50eZujy+u1WqOQVnNSmg6+AMBgMHFofZ5ubm9HSa0WTmpoEzD4MkZ1DpefiVovlF69t3X5ASAC4k\nU9M0LAPImbeI+nsVKydAIwKik77nlt6lPM8JIVIyZQTxOLNo2ad6LlfZvTu8y7d5SSXF4sB1XQDE\nMc+D9FYCp5+tZ69XKy9Npb6EUjf1rTulmpehgGdFCYAO9i0KVjaVbn52wHiZPadeEtB5mqY5g6B4\nx2P/N1/h3al/q/V58Z6KbV1ApgKcyRDztlF/sCb6LzC7eEW+CigYUFvXashFGBtdtq3lWjuvM9Nc\n38V8qjeELMs3yr5T14mm2/ZgsJbrjCVSWI4syes7V+F/JexjsMmdrr58kNIMKGv9ldGAWZbZNp09\n4agNcRDgSqNSkdzIk640J5PJqwFKr8XHVv+XlvkDgNbnxfsI+ruoTD3DW0b9wZro47d4JLWVmciR\nWUFndV3LtY5WZ6aZvhNHcWNjM4kTRQEA0LtbhJAfBg+stXlTJOuu5fG8MFjbuQr/K2EDJfrWamK2\nNAPKWn9lNKAiK/fv0/kTG3Eodmmj0pAkyY+p2lQfwpz79dT/f2mZPwBoft6cvY8VIi8oU89k6C2j\n/uBFz//6dV7unhhgALSWDOCyAmsYAJBrWgdgmuvabO7rV+6EYVjmVetbdwghA3d/PdQJy8SxBxzH\nrRezXYX/lbBtuFNqPQPldYAua/2V0YCtVkul+3N60Kg3Ym/eqFwDACamjSvXYP6Ee/s+9WOr/0vL\n/AFAq1X88MNvh6ln6v/zPP8lguS16l8i9V/4Jo4SVq+0VKCnkzRNXePOcqTf3svyXLXu7rAmAEhm\nRgvaaDbLUMDVYubl0N62bY0QhmFXcYMMyzh96DuoyIvSKiD23VhqSWYbYazIAACxOweATG0Xx+Ox\nfGe7gt7WAfCx1f+X3fun4IIy9Qw/z/Nfwv+RiRkAAEiKF07xfb/VbNY0cAZP0yRTjU4p31r7Zp5n\nuTVnTQAAqSIMgHY2bpVr/K189eXQ/hhs0m5zHLuSfpbl3J7luCiDrLQKbLsntUCqbPICX2Z3lEzl\nVP30+FRRPt020UsRq5e4qEw9k6Gf6fkHgLJPfY36n3sKpbRiXBdFoIP9NE33Okt/PmmneZYfHR+Z\nOwAAEq9rBeU37iyj/s5sgOXQngJp75U1iJa345BrpQghKJZWwd3e3dYnIFXaoiCWC2qWTK3olcnx\nN3c+u9OqoLftmT62+p93wffTqV5Qpp6p/0+N+ltH7L9B/V89BcVWlmXHniiKkmzfLQWdDvbzPLO9\n5UJngecxnd9dqz4P4KcDWJkKUDxf16/8qFUqWZY7rluW+9tQ0iyHAoAO9jVVVY0O6yWhRzHCot6s\nmSQdo8VioSjKWxkAl+p/QfBTo/7W4b9pCh1LLw/WUGxR6nieWKvXZvODcsVeZ/Agy/OiWPIvmE+h\nTTbWovgpOIaxs5L7cmb/+SO0t4u86PcsZWMTAHQlLUs6OoMHpmHu6rvuSRL5WJawoDeqhpaMHcuy\nNjb1SwPgBVxQpp7J0M+L+ith4zeof1lVfR0otk5GJ6Io1nd2vzm4CzpA2admOSHLDIJgMSQdIgjP\nA/gdZ3Bn587q+uz62pXMWVSAlSqbpTmRZgUw5dR/3W8b10+kNPRYBkllnxpMgsViAfrbGQCX6v+R\n8THG/jalWIYsDgEg48TaTmq4+4SQAQVNUXXdKPVdMjOn72xsbti9PgBY6l5Z1q/Esf38jrZtl/5/\n6tChh7yzBQkHFAoAJBHdqPDRzImX7T8MhsNix3W97e3tdgUBgLn96daPT9teqv8FwYcc+1NK5bOl\nuTJWrKei646Ipg8okNaGaZjlXL9UER4MHtwWN+zeDwCgqq2yrF95kfVQAfu4V/r/ncHA9pB3Qs9u\nBACAJU03TBzNy8UFEkjCARbFbUrp9vUbREMAUNl2fjwU5jeEC8rUjzT2JylkSQgAOSfWxPr+aJ8Q\nMnBA69yoVJZz/RKv7/f/WdgA+/guAOy19lZl/dbaDlCm/G/dgeW8APLsdP0YJBPdrPDxzI0BANIU\nHMfZ29tZWPL2jaUtUdlmNn+cqZfq/5Fxpv4rSfrZ1/kR9T/3eKUOcRxGScoI0IxQURRaW1bovmmY\nOiFlHp++daerg77lAIDq7rvGkljPcwRsW9f18u7lkgEAsLAsjZDyK2LftckdjjlNosBhDVwE1VrV\nsqyOgSp6p+xHGQ7Kcpo/5gS4VP/fLJSGMps5UZKyPG4i3bItIjctq6frhm4YZR6fvhVu6aB3GQCw\nrL5h7JTnPs8ROO51zwzMcskAAOiDW2m3j8HWu1uSfc/XP53NT6PAc1kzTQNl65PpfGYYiChy6UZg\nWAYhhLjLWQAAuLBMXckQ87MEaO06P6L+5x6vKABOGMcpEhDSN4+OLSLJP/T2CSGmaZZ5fHpXMHXQ\nGRMA7vb3nw/8VzkCvbugL+9VLhkAAOCOKtt7QEHfunM6fVqvXdtfnAaeA5zpuIG89eVkMsEIVVrL\nJUhYAIwQwj/qBLhU/4+Mj+T5L/MLlDqg0b/W6jV7Njs8Omy1iLnNrhZhCDwvYIiEgQ4GRCPrtyDt\nFADaZFnqZ0CBDtCAAh1AkRdDG+gAhh5iGWBZ5ISjwTz1U59opMLAVS2YD44M06TZolwziGiEDvYp\ntRVFsW371ZUEVy/qrXe/5tBL9f/l+MCe/zK2VWko6ah/jTHsYe/ZwUFOUIXVbcsqjylX+BUR0MGD\nl1b309oSAFS0ZamfOQU6CCgFCk6W5Z4HFBzbQxwLDIcdz6U0TX0GVyoaIUQL5oMnXWw6VlauGdRu\nEzrYpzbd2NS9Ye/VlQR/W7igTP1Inv8lUxU46B+AsWOfPH729BnpoorePSqs8phyhV+OA2ewD1p7\n/YJEbgIAQlCW+klTcIIxADjOIE1ThJDjDMqEApZDXq8PAHESV3ClvdkOw2A+eIINcBYWEHAGD8q/\nlFLQkXey/+pKgqsX9da7X3Popfr/fHw8z38JpQ4m5+La9WCKwtMDWZarXAUYoAOYzihCKI7jZZD/\n2i3KQgHlSiyOtleu3lsGD8znC7NSAQCGYdXwcZYjkzUBIIpiafaNHQK1KTW/LL8auftl8KvWvtnp\ndEr3QvvcUMBL9b8g+PCe/xJKQ6lwLqqr02MUTA8bDVKtFLZlU3Bcz+MQsm06eKWUfVkowBueAIBG\n2kfpAs6iAY/AqWxvAwDHsZY1khWlYhQAEEbhdPooAvH0dErM7fKr0cIqrVLS3ut2u5bVV40O0X7b\nToALytSP5/kvoSggcq5YE491FE4zhiBCyOGR7TiDPMsRRuPxaBnzv3bBslCAd7IPAHvtvXQBsIoG\ndAaV7TsAgBC6O3rc2tBVTQWAIAz+/eE3IOiDweDO9p3yq5N7d/dulkzNtra37vb3lyGIr3ZXl+r/\nkXGm/nKl85Z5VCXWh/NvHPu/esp6bYEsgSwJmeo1jg3TM+OSaCTLM98Z+/7yynoXnk94nt2urP+j\nd8HzvDLRj2GRPxYZlqmYqiSr4BSSKBKN8AVIsiwKvKiQdIxc446soMp2obn7AMXx8RFnAsuiMuCV\nLuZFXrzgBLhU/wsCqRpXfgpT1z0Abxz7l1j3AKznteZxloQcW73uuG4KiGWBYbHZbud59mjyiDsL\nmNK39BdKrgLAWf0ffUsfnnhloh/LIX+csBxXqKKsqOA6GOE2quTASJIkClhUtGTsqEYnyzMTNMvq\nAcDx0ZG5BQyHS6YG46Msy3+jToALytQzGZKqXPWnrBS/7gF449i/xLoHYJ2pWZYAAFNFg2S66lMr\nOzfzLJ+4+6Zpltd5qTJwubOM9NN1QP6wTPRjOBSMZwghdUOUFNV1XGAAmQhYTpJkSeAlhQSTYK+z\nZy2sCmnf7T9gAI6Oj7YdYDmEMAIAf/w4TdMXnACX6v+RsZr3/ynACL9cxuJN6o8R/vFqQjImSJCb\nUmrNctdDHAOB57Fbf1RVjTrOhg7UoWWnmhfFyhKgAyi992VIwHYF1a6plDqKrudPR5NTl63U4ijO\n7Z4oiaIkRadPHNeJ4zhK0kW/pyhKdZdTvH3Le54+UF5tvpj7Y0Q0svQDXDz1H41Gs3e+vC9cWKb+\nLCBZeptk/3VgSf7xMgoSQbysVuXUppTlEMdAMJ+y2zVRFByHKgo4g0EXVQEgy7OVJUDBKb33ZUhA\nxUR1tXN05CiNjfHTSZZlZsV0qJPbRQ0ZoijGp3EcxVmWRXFq9fY3N/Uqqs5mx1Cg1VIFzmCgGp0j\noP44aKPKhfUDjL/7Fv3Un+FtcEGZ+qIMvSXOSfl/k/q/6vx/CTIhsqbzOLWGA7NisiwEi2Flq8Jx\nnEOdVWFAAIDiuSXgOAPQ2nSwDAlACNVEETlHSn139OxPhmHUKjtTXBS2jQxRlKT4dLkkXpykVv8B\no6NqFb7pPVglGgCAM3hws3sTnEEQjJF5Fgxw8dR/9N3fdzqdn3zaG3FBmXqm/sHsRKq+7Ukv+ane\n6PmHF53/657/dSic5nsLxwuF+o5i7x8eHlYqlXqj7vSPVU2tbKNVkF45WY8Q0ghpV1B1VzSTA6IR\n13ERQqdMF/rTRzNIPCi0TjxzGZaZ43SaqFmeaYTkRdEmoLautdRlmgBCaPSvdDAYlMsNAADLIihX\ns+aQbduBecd+qc7b8/e3xMlo1GptvHrM80N/gfojgS3XYyoxGo+++23VpTpDMOtXX5l8eh1ecv6/\n0fMPLzr/1z3/61A0buBZ1AuFxjVqHz998rRSqXwibLi9e52OYSJzFaQXjAdtVEEIVdptoqGq2Az8\nw7Yono76BQOY70z709kMYkgK0pkxLsdy89RZpGoSJ5V2O8+yigbqRmpo4Az6cw8hhE7oferQgbYM\njWU4DAAIIbYoJpOeX/n0jcWBR99+8+UXr2fqLwMWBD94/tbG33538tti6pkM+fN+562Z+pIn/42e\n/5dOWff8r0MmmjewHC8U6tcfHD94+PBhpVIRNpDbvwsGqpwlqbIA/vgxMhFCqLK9BwDVJnr85ECs\ni+FoP03T3Z3utP8NACQJFFr3kHURQqkzBlBDpqhs76VpihBoLREhoIMHaYoQQqP5cgnAci6gTCcs\nDcHo9LFmbgE9p83rzzj65r9C6/Vv7ZepP5ZUSJ+/w9F3f/+e3KkXjqlStcljrBOAjxf1dy5kTucG\nf/K5HWvE13d3q87dnou8IWLWCvOFtS/V8PHYR/4YAQDHsZ58vS6EyOjOZtYgtg4XyyOzJPSpxbFc\nvdpgGHY2S7EgzmYzjmMX83nFrMjNxLIsAGA4pBENADR3nw72B4MB0YgzKBzqWAvke6Ow9uXiLM5r\n7SnPNgrY/Cvpsx+xG3+Z+r8vXr6Ki8ZUudpR5OfW4keJ+jsXis6xg1G1ujM64OtXv4ide30XeSc+\nyz1fcdWoXbOsEfWRPw4AgGFYnWwqQoiNTjK1Emu4sJZHZnHoORbDMlV9h+NYPrUxL0aTA4ZhZ7Pp\nDhCpKfVTCwBYFlXabQCwrN5AI9ShnTahQAeDgapqtk3V2s7hgfVyc1coik35RqXy2u9/NbhoTJWq\nXZ3oZW3ejxX1dy4UnfQH/S/ru4c6X7/2l48eP3Ic5HnD54V9AO7U7twdPQZAQTAu9+xtXE/TEJnS\ntHih38uT0HMsALiu7yKEUop4QYxOHwPA9HTKaG1ZbqYWAADDLW2Ju/0HyyfQ2o4D+w/2926awbi/\nt7MH1uErT7lEUeTtG6of+PA6/DL1/yUJGT8NF42pcqUjy7Kf0CRJZVn+WFF/56AAAFgcgtP8oz74\n+9nUcl3XMMwyxm95xzAU6tfLcn9lyN+zaJpnWZLEK91/frECAGD2CDiOHY/DydN0od2h1KkZO50K\nAABpFzrRHGprzv4y01AnRZFrzr6u6xwDWvtmbi8XETivsedsn/9cr1H/JPjRF3LexVufw3Q2fR+L\npl84pkrVDubxLLEDP6iB/LGi/l4H68Dim1uj/r/lReH5Xq2+M0yf1woNw1BoCMdhWK22s+kUAKLp\nQV4UWZavdP8lzGDOMGwcJ5N0oZH2YBAYqloaMlpbI4RQSh3a7ywzDbt5ljm0v4WqHAOkfdPuAwVn\nct6g6pcjCd78Ql5C84vWw0fxT11E5K1wAZnKAIMTSill5I8W9XcOGAAAyzq8dfvW//1v/7dpmoEf\n4Nr1dB6uDonCUGg0wknIV3en+RQAXjetuBLW2QwAQFXV08XRnfYdFIxr3U4YhgBASLtk6v7gAbPM\nNLyTpun+4AGuIpYFrb3XJ+A4gzA87/rnbZ/flNeof+qzP/ZCzrt4q/W5lpz8JvpUAPDDoN/vB37g\nJx8z6u9lvCKieZ6ePkkHQ3e1Z8C6AHA8cIeM+3T+Y+18aVidhsCx3DHjjk7C0+hUlmQAWC40POiv\nizvDlqtlQM8Gd/R47KPysB9p7M9W/zeeXBTFyxWp3x8uIFOD+bzf7ydpEiQfM+rvjSiydJpOKV1j\nqjsEANt2h+7J/EeZ+hLSMGVYhnFPgjCMTplS67OiAADnbHaqBAssx4B9bFEb3NGTcfAxVwUqivy8\nf5P3g4vI1Nmg3+8DQJB+zKi/l/GKiBZZOn1R3d3B2cbJG9r50rA6TcuzkCiKruNm2jYAQJEDAB08\neOFEDlh2Wf3KPXky8c+vBvBO1P/NJ+c/aZW3X4YLyNSf/ezvI+rv1WZhiRBCpLeuGv3ai72avZdB\nVKSMbnS3dwaDQZm+AgVoRGsT0LuFbt8FgJ4NAKARbUNJkzSNkyR5pVf9MOr//KgCVmYAloj0WxhR\n/RK8j6i/c+4iEUKI+B4GDTkURcoRXd/a3pmcftPtquX+VQaBTY8BgNrLnbqSpmmaRHH24azF81Gs\nLaGJJfI+gv4uIlN/tjP5fUT9vdosLBNCCMf9Iqf3uU71IoMUwNA7W9u7306+zdROeegqg+Bu797q\nYNLeA0izNE3iV0b+H0z9V8ifG6w/4ZX+JFxApq4LzkWI+nupWYlPKaWiwL1z9S+htfdaUlj9LNza\n6tAeddr/qd1epqMU5Pn8fbnTH4evSj+8I/VPgjx4kz+VYViGefkW5Wj4HeMCMnUdFyHq7+W7BJRS\nmrPi2zbrJ4K0bxpiWP2squvkfv+HrW63jFABANK5vTqs3DnG4fuT/iSL3kw4ln11QcIkCH4TTF0X\nnIsQ9fdSs5KAUko58d2rfwnS3gMIq9XPAOB+/8/67//Tj1znCX+O9MM7Uv80y9/4386wHPvKS04D\n+jbdxE/DBWTqupRcnKi/9zr2RxwiGgnCMAiCn3bZt8j4+0Vj/7cD4rnVeB9LJEjob6JPXcfFifp7\nfqP3MPbnRKHVaS8Wizm8tYJcJGBBWL06LJN5+ttg6rqUXJyov/c69keCsnFj72R4AuFPvOxbZPz9\norH/2wFLqrxiqqTj5Dej/kgmZR6Z73ktdIGi/uD9jP2lag16Fsd1wsVPFN+Lof4voYm7Tx6/Ul/u\nF+ICMhVKW8dPACCYTfFFivqD9zP2l6tdq29t73QXgzcffPHR6mLFefKOL3oBmcqUUp4EAODP++RH\nstXW8GGi/uD9jP2lasfq3eN2OgP5V6n+L6HV6b5zol5EphYASbA0ybFEXjcexwivZ5qvdq62Yx+w\nRCQMrV0ZAPzAL5mJMf+6U35S1N+79fwXr2y89YXesPvDqP/owG81l53KaLb/7rP+LyBTASAJaJIC\nACCJvG6Ug2QpeEXxX4r6K5navLILAAfPDkoLQVZeZOrPjfq7xDrGzw4+/2LJ1PFs/mT8rm9wAZnK\nAKT+MiQTy69l6spCeHnnGWwMSCYygtbnfwCAP/kHpdwzLxD150f9vVvPP/PKxltf6A27P4z6j777\nE7Q+X27v33feecLMBWTqu436e+MpFyTq71ek/gwwzHl0TgI6m83iBKo39MOD38bY/+fh1x7192sB\nw5wz1w8AqU8PHj2qVCpV/Qqmh+/4rheQqe826u/HcXGi/n5N6s+y7Gv61IOv/3Rrr1I1dOfwjVf5\nibiATH23UX8/josT9fcrUv/1YxKvWB/WlkPYxGd+E3NU6/gNRv39uhBDnMTPPyKZSBjSIPvNzfv/\n8qi/tz/l40b9/ZrUf+2Y5EVGlv7vJAt/E0x9OePsFTUqffXkR0NXMMKapkGvNwsI/YECQI+S8qzX\nnYhlsiqmvJpTeO5MuPT8v8U1S//3bLF49FOSyN8KF5Cpb0Tp3v9xpkqypGmk1+tjTGx6HwCgKJmq\nv+5EOUlXTA38ZV/7XpLX/vdFaafOHz+Zz9588E/DBfwhXs44e0WNyjH+jzOVEKIRu9f/U7fTLasH\nlCwkOtFff+KKqWWxwdc369wdPwH/26j/S8AykRHMHv/zW1zjJ+KiMTXxXwxtLAAKmM7naZrIZ9Oe\neVEkSZoXBbVfcC8na0YTIbpt20X794i3tb1bAFCADWf5vvYrREyTBABiz8IYA4AfLPtUhHHs5dOT\n3m6z7c+KarWKp396NFs27WfjdeqPJGL/kANAs/V2gTkfVv2LImMYJgkz70UzFMlkNyE3dkkTae8g\navBcXDSmpsE54eLzR48xxpXqcrhd5Hkc+HmRv9TzrSQbAAixbduGdns2n3U7XQDo9XtQpvsWxatd\nZklNz5pKsgRrdqoscXEeTUfHDbEzk6B648azg4PeO5e2M2CJ0PvHAPA583ZM/bAo8pwFJg6D9fE+\nAGCJ7JLdapUg0rTt91N58KIxNXmJqQwAA7NHfyaE5NKysnJRFLFHXyUcXXtHRCe2bXe6nfu+fevW\nHwDgT3bZpxYvHbk8l1IAsKaE6C/YBgUnxnExPendkto9qahc/7399Z98f9m0n43XqT+WiXVkAcBq\nDv0tLvSG3e9Q/YsiBw4S7+W3hyVCdgEANCh65y488Mtx0Zi6rh20BzPUqYpF5ToQTa9UqwCQpEk8\n6gV+0NFUTlRXB6dJIprJaLyMNiOE+L7PxRbV9jT7HgB4jd8BQOBbmrpp+gEAjMajVchfydQ8zyNv\nURoAAIAx4kQVoGju2h0CWCL+AfSg4/u+KLxB5V5KJyyKF6INi96fekWnKADzGAAU+web3CL2DwvU\nUWQJALjpDwAwQx3o/ak8JUnSc0yCCxP1BwCj8UiUpPfUpV48pq7BBopQpyJB5XqFEFLaqX4QjEbj\nJEm1TU1aM0yDwMcIR8fH5UdCSJIkiT0ieqcsOCY1dwDg4OCko7VLcY+Oj6Uz23fFVA9h+WyhAUnm\nOFEDgOZOsmTqsxEtOr7v52+qx/hSBmJe5IqiPP/ct1zo5EWuKCoAzBeHKmlz9Ade6MqSCADs9AcA\nmKJO0V/+8oEfXEyTYIXxt99V3t+KAheOqWvaQym0O+2qVFQq11cjfUppb3QfANqFtn4epRwh5Dh+\nzlQAsAFud271e30AuLVzCwCKE7s4WyH3OD5evywA5HkOADrRy505ElHJ1AR3CSCZ0DElpOP7vud5\nP66qLwUh5FlumMbqo9WzDLOTZ7lpmADw/eEPe+29k+HJ1nZHWjJ1DgCAO7RHn7fwVZPgwkT9AcDo\nu79vd9ovmU/vDBeOqWfaU3aKnXYHzSjRSZgty5QGfsAaWxhhZfLPGGFVUcMwdFyHYZgEMLkReL7v\n+37tyu54NCqgmI30WcgCgDtkEUITKziAcaVSmc/n3x4Emmj6vq9qGoZYVVUAwAjXqrWy05UELrI4\nALAiLrK4RbgMdgvmMxbpWNRK7X6x+UW5U1rrUwso8iI3DWP10VpYhmkURaEqSlGAHaTXdjscx3W7\nW2q5QtpZZB09W8KPUopmPwBAkiydI0mS7tvk1cQHOE/9Z9OZLEmyJI1HI1mSMMaSJI9G4/2Fqipq\nkqTx8N6UazdNTdU0lmPjOM7yvNJoS7Kc53k54ky8BYe42WyWJkm1WvVcNwj8am0ZmSFVO+1OGwr7\nlQD3d4ELx9QzkE7X9/12pz2bzbqMEbpnP0+asCYnSbI3OZQkudniqWWdDE8M3QAs6TfI9HQ6PfVr\nN7/6znWLvJiN5TDiAMAbuqIoTmz/YPTd9WvXnjx5PB75IJoZpaq6AYlba7Uopbwk11sbpRsBIza2\nIgAIYjZaRItwyZ5g3jdNIqpxqd3ryPOiVHmE8frOogDDMFcfF5ZlGCYDDI/5vMj9jNnZ6XAc193a\n0ogOAEUB5UpXtrXsomxK0fQHWHNxBH7guuTVxIdzMXv0qFqpVqviyXffVqsVWZKrFfHk2+9cV1VV\nNUnTaHg34toNU9XOmJrnmdnYxBjneR5FCwDwMMYIjcajIPBv3Kh408l8NvsEzpha6bQ7bUrfQ7I/\nXECmnmkP6d6ybbvT7tDZfdZgIvrcdcoaBiHk3uE9QkgsVJzT0aOHj7a3trFECLlxdHzE+LP6J/+n\n99TLs3wuY5ZjAcB1h6qqnlrBmNLfhcq9f/lnACgk08mcQtuIvUV991q/5woqqW9urbwKUWQBAAAX\nRRYNl8FuwWyAKvpKu9fxksqvdgLAan+e5WWfWjYsz/KMFdqbbY7julvbum6UO8tvLe2sKJVNy1UB\nVm2jlBqmcU7++HnqP330T51upxDNk2/+vtPpEJ3kgjn85u8N01A1NU3T6MQzjXajoj1napabjTYA\n5HluLd8DYIz7vT6ltKhc96a9fr/PnAW7ydVOp93p0/eQ7A8XkKkFAADpwI2dtsgV/kHfl2+3eCdY\ne/hS/qhNsQTBTDg6PjqZBPYUF2mkG4ZG9GpU5If/eFr/a8d1dT4sA38RxhjzLdScnJ5uqHnjDsEI\nY/5UuHZlo9WMolBlfM5ki4K+2iuUdyyIVo9jP7DdOBeMzbx4ztRV9dCiKNzBw1WZgdICLEvx68bS\n/C3ywrZt0zBYhgUAhFCkiyg8OhmOAHLLWpTHMCxTQLFYLIBhAECr7QLAuheZUmoaRuAH6dnIMkmT\nssc9d+wfzCDx6UmsgjcBQQOG4TBP6s1ms7mwrDwvgIHRqJjPZhzLymojy7MGZ/GYd08GTiTwAh/F\nkSgIfBFWdzQj/HY6XXjxMkMTIyxVOs0qQanz2+hTAQCAdPWdnTaXx7PZrLVxlefpujGWBD4AUEol\nAv4sf/b4seP4NirSyNtRFU3T45zLD6dq/cp4MmaZsKSLjBDCfKuR9/q9DbVo6J+IktTr9zY324qi\nRFGksQEyiW3blNLkxV6hvCMhGsdxBwcnXpQJ5uYLgn7mCmAYZn+4v1olYrlWZVEAgL4aahSF4ziG\nYZYUlBXZMMzpbHZyclIUubVYlMcwDBR5MZ/PS0Lv7e4BQJZlq5k5ajuGYSZJuppR8/1g9vp6QcE8\nCOhsFCmMnwgaAMNySNBq3W63a1mLxXzBAHMyOvGDgGW5G/UbeZ5VOVtWePfkMcOKqqY6DkiSzEO4\nc/OT8fjbwPfLyaokoJKMpWpcrRCc0uA30acyAACEQLvTLhK/f3D//7j6qUNfmDUt8wGpQ0kCQeE9\n3b8HAHYRRx5V26pG9JwTZ4ez31353cGh7LrLoRiSEOZ5wzSeVGSi5g3T0Ij2j/bplWu/y7M8jiKO\nDRRZOab01Rms8o5E66iqWpzYfpQL5ia8KOjlBsuxD4f/sv5xdZH1QAXXc1fnmoYp6teTwVHJ1IW1\nWB2WZ/lsPisvslv9HACSNHlZ/dftAZuWRD137B8EDJ1pi1hNvITUC2BYhHnS6Fy9es1aWAeFxTDM\n+JtvymbXtb08ywEsEBj35JFpmKRSnUEsKapQRNXP/uYfj75jgPGSMkOTBSzJFY4QglMn/E30qQVI\nWAcoKmLhz/rQ1a8oToKXI9xVjv8yDjKgJm9Uao00zTDESvdaV0t5syjcKEnSPjdNUpkTVIwRAMiS\nLEny/Nh1nChJ0oBNcyQBr8iSSKk9mlNN0l6sBPAcSIYkTZBMrCOLkt/blmXE/w4AhmGWup/nBQMM\nwzAMy4zyOkKo3P+8umhRGLqxuqBDHdMwMEZpkpiGKUy8x4+e5PLuRt1YyTWP+SiKeK1S5oLwp/8O\nAGmalrwsoNDULe/kCQCo2llgjUalaifwg+JsvsA0zQJg/Ozg2QgAgFdMLBssy1arPM/zjU88OT8u\nQidJk0ysqhK38WVzPB6zHMuxXBJG88XcMI2nRw6RqmJOqUMVrXXSaii5kwpGkiZNRbnayCMmByh6\nx71Ws9XvD2bvowzchWMqgMTjAgpJAn/a07u6LFOM5XKEu8rxL6PLUp9qvFmp1qMo5IpE7X6mqSlv\niO44jpO0P73XarUENS/d+whjjPDx/gNZluIk9VOfk1OGlyVJmlvD05kt8cbrmoQB+0GCJXJ0/26n\nezuKol7v3wHAMI1S9wsoGJZlWIZhYJLXZVkp96/61CIvTPP58Mu2qWEYsiQFgW8a5vz04cHhYa1e\nr1aft0FRFNf1tCguPQ7CxAeALMtsp3T9Fp/c3H548hAAbp7VqqaEVoNgNptB3yr3XLtmAsDouz/5\nHgAAVgzZiCVZZlmO5/nGJ/xsdhzRqSiIuVTjMbfZvPP93SnLsRzH5aFz9PSpaZjzBd0Qa2nmOJS2\n1M1hsykXNONNz0+aV67IShbnMRRF74cfdq+kg34/+E0wlQGZ6AUUBRTBrG90P3WoQ+Rlav8qx7/M\ngkgC2uKNaq3heVyexUr3syxLeYmboDhJ0unC+oq/wnLsuuzOvv/vuzu7SZKmAch6yvCKLIuZPVjM\naY0345ciL86AMUACWCL0h7//u9u/Z1n2vz49Y+qa0J/xsm4aZrl/xdQ8y6uV5xlh5di/XMLPMA1v\n8n1/0Be3d4lGVmJtmIa1tojl4vRReZ3lJEWWG59uPTn5GgDI3gvBiv2eZPWWJ+bmNQZg9N3flzWs\necUsoDBNk1LK83yTb3w3PabTYa1aA0kCgEatys1+YDmWQ1wWOcfffl0aGJlUpdShjgPqxkZz2adC\n6jc/+4NDnTiGoih69/9EU9wfvJ/aWheNqcG0N8K4WqnMZrOx8nzUjyUAAAkvN/BZLVmsGDIPcCaZ\ncRhIoqQ0dj3Ps6xFm5uyHOstJADAPB/HSVT/stNuK4pSQLGM5y/K64DCA0ZimRSAEZ7NZrA2fe8n\nRQEFkrR49IOmaeq1PwKA6wyLs2H/RmMjzZY1903DzIu8NAaSOEnSBFiAtSXOsjwPaRZQKQyC2Fv4\n2rXcHWMe01nsecssRFlRPM8vowUwz3Mi4TEu8sIPAszjIi9uyAv5BgDADXlp2lq2lRf5YDhkZRUj\nzDCwge3QEXypoxGNYQDPvYpZyRcWyyzLKCGJoGjxwoRasfzLy5l8Zg4lnpViI6DPvwcAXgEFAwBI\nsuRNj/zmH3RmMH9PFWAvGlP9WS9JkxvXK7NHjxT509WoH8kYADA623jOVFNZmydKPJpzktJI4iRZ\nWBbPzViWRRwHAIqieJ4X1v6i3mhgns/zYr2MBa9gBQPmUMlUSZZ8vwdrU01JAkVRIFFLRj+0Wpx2\nTQSAB/uDVZGGjeanYbCsZV7ar6Ux4HueHyQMcMxaqECeZ1EeUYzTLPMtvtA0d4Ix5mej0apf5zEf\nJ3E5j6AoHJKQIisFFEmaKIoMRaEoC+VGGwAUZcnUxXyRZelgMKjV6pIkMyxjYMqybCB1NEKAYayF\ndVUjdE7NyrI4DZZJGvv6eVqCFbR6t7G3EEWBvjglh2VcVk6SK9Wn06dyc9dxfkNMFSmlRaWYPfrz\np7efj/oxll7YSJfuZV4xypdV8iXxLE4CpcEDgLWwFtaU5dhSiE3DXFgLs36jlLM8y5fVU5jysoXC\nA5KWfSohpOf34KXMggKQRJITP+SIdm0bAPxHw5W+M407qzF4eYul637BQRowDLzA1Cwvl+Utj2k2\nmpMDnsfYOfjhpReybC0ncZK0cheUG9ZiYbSXG+X+2WyWpMlwOFSVDiGE5dg0sfMs96UO0QgDjDd/\nqO0Qa3EMxhlTJUJ9Wnsp0hIAGOA5SVnrU6uaOVt71QDA88yyT612jqc/3N69vb//22CqVOmIfi8I\n/NEz0neA9tkgCOCsYyuFGCM8m88wwv5ZN5B4iyReShJWsujwse95mOc9L2YEwrBMnmcAgJlEUdpF\nEYiBGMdJGEa6rj8+HB7q0qNHj4oCTNMUJTFGHcnvNZGW+DYAVJq7q+Zp9Ae/9QdZlnXOKoVeufKH\nVT2RzfxoNc8ZewsASNMUAOI4tm0bAKj8PJbK87xyozydQwLbuGlERxPvhRAthLEACQB4TAoAvrW8\ngmEavMBbCytNEwDw/ITHPAAUWE3TlLR2N1o1SeZZjk1Tn+VQHjm63mZYJggCpp9x0i0YjQzDXCwW\nvqf4echqrfF4IghClqVM8zOWYyvewzCMTtXPZFmOkzgex9ucUbqJY89aMTsJaJDC1Du+16MJJkD7\n72XgDxeMqXI18b1pkqTjAzygDO07aZLCGUdLvkqyPBuPJFlaTXfHnrW6AlbYfr+XxImiKEmcgMAx\nDJPlGQDwEJuGMZvPAzHwPM+hjk70R4cDXUbrTK1UGqE/RwRinwIAbj5fWMeyj8XmNuZxki5K3756\nRVnVY1Xz41XsiMdjAPB9HwA4hGzLAgCBf+4DS+Jl68vTES9ydSaNjk7dF1aXEgSJZxIA8FMPAPiz\nWALTMFVNW5wxNU4SnlcAAKtRlmXNIFAUFWHMsmyQ+AKLishlSIdluTAMk/7htWvXnx0cGKaxWCxU\nVbPygCOt09O7OiFZlkHzc5ZlZe+hQ51C/ZzjkOd58WSC9KxkauIvvFU3EdA0hZnn9fo0xTpD+8GL\nlb7fGS4UU6Uq6p32AGCEUocyjvPCKLIUYqIns5M+IWQ1uZx4FuZxyReeE58efg0A5TwnJ8jw3C2f\nKO3dJ0EgBiK1FrP5jBByeDiUufzRo0fliFiUxFuNbn/e15pF2aei1q1VA+71ftjb3mOAGZ2clnuU\nK1dW3y6so5cepxy5E0LKjfVZgP9/e2fW5biR5feLJQAiQAAkATI3ksmstVXdUo+me6yesc+x5/iM\n/eCv6le/TB8vDx67Nd1ttbqlUuVSlVVkcgVAYt8XP4DJzFpUSrWUklgVP+mwAkAgsOSfcQOBey9f\nga9hptO+GF/Y3kt9Ks3XATJ4LdF7o9lQ1WRlrdLLQS3Fr31lqovdzDxQWUBzbBl7lNJlGCYMw/OL\n8/pHj2az/1sp9e7dXVREjLT3hf5Fp90p8pza3aUZ2jRH5tI8OjrK83yFSmtlNQ7yTZ+6iaPKAocC\nynwxdBwnQwq4F193jd+Vn5RSKwSMZcqJMiipEgCqefssTcuyRAgJbJkEduLb7P0PEItqk3858+oI\nIZZhmlxmmMaT0aqzs8MhDiEuCIMkTeI4BgCMcZpl9uRUrIuBH3iuh0RGpVu7u7Isy81GE0qoCbXg\n3Kagmx4PP5+VADD7U6mqanUOcrc4kGG2mHuXtvs6gf+SmhBCNZlJ0wzSMKN5AKheisLLafIQxwFA\nOTN2OrtZnslaAJd+WGmaXXcdvJ5eWxRFroxLFiNIK4PDFjEAIA6ZpsmybHXJPM+ntMrX+D26fW+P\nX+h6Qt3NAic8Yf6yAA43yrIUEXTw0c/bOVOTZUVOZ/OdnR2apms1oR1FkJ6omlZj8tgDuJzGfgXb\ncXXdwSrGZ//1d7cm1J+iUrGqUuBmKVS/HcHWMAAEZQolsIKA2DLxLZ9FD+7fz9LUnR7PPRFxSKgJ\nLT4zzs4uLpbd3odpkoiiuJg7oe97ng8AmsZlWWZPTjkO5VmWJIlYsGqrrNdFWZYP79xdLpc1oRbY\nx71udzaazmclAEzL6cP7LBYYAJC7kiRRi88/p2nm9dPOXvYVwAxdo2tBGEAaZBQPl1Jb6/WS6tHe\nmBsfdXazPF/7xWIBAMIgvO46eH1HhDgEccEKCDKEMFwqlWXxZPaUr9WqSxbrdVGUWZbd0x62Wvzq\n8Z97vbuhYwQnk8UCkNgAKEUOOkdiRysYQZZlxTSXzN4ezdCCIDIMc/7s/OfdQyaPvPVEgYJfU6pz\nceH7vnp0Z3H6LxfvmVJ7l4/8JQCwggQA5Xo6UwaAyi4/uv+fHcf50/GfAOqIQ7IsN/nMOP2DtbK4\n7q9Xq1Wj2SidLLBXlfFNuUaWZfb0DAAYhgGAVs5WDuqKLA8+/vXTs6wm1EbDEXS7o+P128jZDBx2\nF1gBACTpoIRy/vk/b7yirvOKcWdqDFMDBClkGdD811WTGk0AMGZfdH65m+d5peZqnPOK+8Grg4cy\nBpYFSIVqMqSMAUBghXj2VV2sV5fcaDYOZBUA2pIMAKvH/+Pf9+85xsSaWgDAiU2o+tSjI4Cimkqe\nzU/2mX2aoTEWZVlOj0+6fD+PXKuafH1T4mVn9LgsSnzn7397+ts3/T2/J35qSpV7sqrKWM0AgEVo\nNpsnvg0AaVomfpkEFmJRFV7CGl+EYWAXElAUUJTc7XLz5SiUQibXT6TVctnpdFaplOdZnucAILBl\n4q0SVknTpJquL6GEsnQdJ5Af7SDXcaxWXerQ9VYytEpJVdevlB4MJIHdxMJR6kMXX3uK30C9nKmx\nChukuKualZl+Y596l9Pu8YZX8JWFp/MIAHL6JS+EV3bcUKZXow4qCyazmSRFQZQDgBMZy3GLQ0hV\nWxiLRVkuHkPY+gfHcYIwuHvn7gSlqbEMbSNJk7OnBifGFK8IbDFf6DzHZ1kGCJf+fDJ8Fgq9HVXy\nythZ8DPDDtIydsxGo1ELhrpftlotZfzbP3/vGdOv85NTqtwVMK6snoCFz23LRywAIMQmZeIjJAi4\nkLoAwBhfpmlmlXWaorMsU7ofTMaTJJYcOjdOsqW5PDg4oCk5z9ZKrbFl4q8S1PAv57fKsixLcC7G\nzeahwrmObUusxNQ7OBnZpXz04EFVTVVllgUAKAGoEtQHCKHXOhZ4NU9zNQ/AiVdDgnV04ZvGqZx2\nV67pYcGv46vzGAByir9eE96YBxoAkitn1DSwJtNZGCVpkgNAmKYTQRCxuLuz09aEsiwWYPQP/8b1\nXNNc3rt3n00de+nY+sT3fdM0cCOBmiyw5fQvf+73+lmWURwuvfl4+Kxe13ZbkgmJo8PMdIIEYteo\n17u+NzeConX/wXj8r/P3SqmKdJXJR5Zl+3gdRSTLcpKsC1C5wRsGAKSFRDN0GOVK99Fq8Wmj2TCZ\nXM900zCPDEdTtSzPi3WfComHEtSApFy/Ai2hhNIef/Xh4aM8dx3H7jBSHUrHNpxSGvzq76+d16Ua\nKNC4GwWIvu46+Jb0RBqA4xgAl9Ks3srSX+PZ9TLly+n2ptNZlKy/Hu7lGGDpRqWglkWpG0/+08f/\n4Pv+xeji3sMHqTtfGkNj2rBWVp7nDW/dp04+++2vmf0syyiES28xGZ4fab1dVeIhdqh4ZtpBWiau\n2at3XyxGjl+2Hvz9b//1Nk0//JSUap5CEATrSVMBV59/erp+yi7idcESMAC0VFXAgmmakiZZlo2a\nHd56Mo9xRafbcxyHRfMsSYDf4fkaADQaDY4Oozhp7HAMw6yWK4wxrtX2mbaYnXAIcTvs0aBvmKbQ\nPpzNGeuz6RvPM7iZp9Dr1YTXfqb1r2j2G3mmZyG11q4fZgCQJjFTb+cXi2cOW6/XRee4LIpSaIF5\n6ggDiqI6nY5lrfI87/d6O2l6d1/AgqBo+ywqlKOi0QSEZVlRwnPTCRVVbU0mE7m0Uq5Jexc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"text/plain": [
"<PIL.Image.Image image mode=L size=681x384 at 0x7F7DF9E36940>"
]
},
"metadata": {
"tags": []
}
},
{
"output_type": "display_data",
"data": {
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cpdl8I+K4YHzuNd4VjPn94KwRNBeX8gAKSwaAw8NGv+efHOx32ig9e7YY1969261WV446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\nuqWjNz83p9Zb+x0q+u2FxQWWQwyUnq3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Q9nO5XC5q1crzpVJJVVmOqSoA/7hWpeUSLVm2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Nlc+wwAz/FNHgG4OHgEdUCJ7UVeO9uZxh4lVhiFdsWXtEzzUuwKLbWybfkcDvEPX/yztAaafr3A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\nHSiDyWTSX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"text/plain": [
"<PIL.Image.Image image mode=L size=681x381 at 0x7F7DF9E7AEB8>"
]
},
"metadata": {
"tags": []
}
},
{
"output_type": "display_data",
"data": {
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lefLT7Tt1AAiHo3an0263O90OYs1ur0vTQRzHJurYazejKAq3v7t9pywGx3nE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"text/plain": [
"<PIL.Image.Image image mode=L size=384x381 at 0x7F7DF9E7AC50>"
]
},
"metadata": {
"tags": []
}
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "_FughVMJp1td",
"colab_type": "text"
},
"source": [
""
]
}
]
}
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