{ "cells": [ { "cell_type": "markdown", "id": "1ede175b", "metadata": {}, "source": [ "# An example of applying mSSA to the coefficients you created using pyEXP\n", "\n", "This example assumes that you have run the `Part1-Coefficients` notebook to create the coefficients.\n", "\n", "We begin by importing `pyEXP` and friends and setting the working directory." ] }, { "cell_type": "code", "execution_count": 1, "id": "76484acb", "metadata": {}, "outputs": [], "source": [ "import os\n", "import yaml\n", "import math\n", "import pyEXP\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "# In this test, I assume that you have already explored and run Part1-Coefficients. This notebook does some additional \n", "# analysis and plotting\n", "#\n", "os.chdir('../Data')" ] }, { "cell_type": "markdown", "id": "2fa03ed7", "metadata": {}, "source": [ "## Create the basis\n", "This step is the same as in the previous notebook. We are going to use the basis for field evaluation so we need the basis." ] }, { "cell_type": "code", "execution_count": 2, "id": "ffd8de2d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "---- SLGridSph::ReadH5Cache: successfully read basis cache \n", "---- Spherical::orthoTest: worst=0.00016446\n" ] } ], "source": [ "# Get the basis config\n", "#\n", "yaml_config = \"\"\n", "with open('basis.yaml') as f:\n", " config = yaml.load(f, Loader=yaml.FullLoader)\n", " yaml_config = yaml.dump(config)\n", "\n", "# Construct the basis instance\n", "#\n", "basis = pyEXP.basis.Basis.factory(yaml_config)" ] }, { "cell_type": "markdown", "id": "aa9a1745-c6d8-4939-97d0-51036393d697", "metadata": {}, "source": [ "So far, this is the same as in `Part1` . . . now:" ] }, { "cell_type": "markdown", "id": "161ab385", "metadata": {}, "source": [ "## Reading the halo coefficients\n", "We created the halo coefficients in the last notebook and stashed them in the EXP HDF5 format. Now, we'll read them back." ] }, { "cell_type": "code", "execution_count": 3, "id": "6aa835b8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Got coefs for name= dark halo\n" ] } ], "source": [ "# Reread the coefs from the file\n", "#\n", "coefs = pyEXP.coefs.Coefs.factory('test_coefs')\n", "\n", "print(\"Got coefs for name=\", coefs.getName())" ] }, { "cell_type": "markdown", "id": "90e435f8", "metadata": {}, "source": [ "## Visualizing the fields\n", "We made a few test grids in Part 1 of the notebook. This time, we'll make surface renderings:" ] }, { "cell_type": "code", "execution_count": 4, "id": "c903a12a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "We now have the following [time field] pairs\n", "----------------------------------------\n", " 0.0100 azi force\n", " 0.0100 dens\n", " 0.0100 dens m=0\n", " 0.0100 dens m>0\n", " 0.0100 mer force\n", " 0.0100 potl\n", " 0.0100 potl m=0\n", " 0.0100 potl m>0\n", " 0.0100 rad force\n", "----------------------------------------\n", " 0.0200 azi force\n", " 0.0200 dens\n", " 0.0200 dens m=0\n", " 0.0200 dens m>0\n", " 0.0200 mer force\n", " 0.0200 potl\n", " 0.0200 potl m=0\n", " 0.0200 potl m>0\n", " 0.0200 rad force\n", "----------------------------------------\n", " 0.0300 azi force\n", " 0.0300 dens\n", " 0.0300 dens m=0\n", " 0.0300 dens m>0\n", " 0.0300 mer force\n", " 0.0300 potl\n", " 0.0300 potl m=0\n", " 0.0300 potl m>0\n", " 0.0300 rad force\n", "----------------------------------------\n", " 0.0400 azi force\n", " 0.0400 dens\n", " 0.0400 dens m=0\n", " 0.0400 dens m>0\n", " 0.0400 mer force\n", " 0.0400 potl\n", " 0.0400 potl m=0\n", " 0.0400 potl m>0\n", " 0.0400 rad force\n", "----------------------------------------\n", " 0.0500 azi force\n", " 0.0500 dens\n", " 0.0500 dens m=0\n", " 0.0500 dens m>0\n", " 0.0500 mer force\n", " 0.0500 potl\n", " 0.0500 potl m=0\n", " 0.0500 potl m>0\n", " 0.0500 rad force\n", "----------------------------------------\n", " 0.0600 azi force\n", " 0.0600 dens\n", " 0.0600 dens m=0\n", " 0.0600 dens m>0\n", " 0.0600 mer force\n", " 0.0600 potl\n", " 0.0600 potl m=0\n", " 0.0600 potl m>0\n", " 0.0600 rad force\n", "----------------------------------------\n", " 0.0700 azi force\n", " 0.0700 dens\n", " 0.0700 dens m=0\n", " 0.0700 dens m>0\n", " 0.0700 mer force\n", " 0.0700 potl\n", " 0.0700 potl m=0\n", " 0.0700 potl m>0\n", " 0.0700 rad force\n", "----------------------------------------\n", " 0.0800 azi force\n", " 0.0800 dens\n", " 0.0800 dens m=0\n", " 0.0800 dens m>0\n", " 0.0800 mer force\n", " 0.0800 potl\n", " 0.0800 potl m=0\n", " 0.0800 potl m>0\n", " 0.0800 rad force\n", "----------------------------------------\n", " 0.0900 azi force\n", " 0.0900 dens\n", " 0.0900 dens m=0\n", " 0.0900 dens m>0\n", " 0.0900 mer force\n", " 0.0900 potl\n", " 0.0900 potl m=0\n", " 0.0900 potl m>0\n", " 0.0900 rad force\n", "----------------------------------------\n", " 0.1000 azi force\n", " 0.1000 dens\n", " 0.1000 dens m=0\n", " 0.1000 dens m>0\n", " 0.1000 mer force\n", " 0.1000 potl\n", " 0.1000 potl m=0\n", " 0.1000 potl m>0\n", " 0.1000 rad force\n", "----------------------------------------\n", " 0.1100 azi force\n", " 0.1100 dens\n", " 0.1100 dens m=0\n", " 0.1100 dens m>0\n", " 0.1100 mer force\n", " 0.1100 potl\n", " 0.1100 potl m=0\n", " 0.1100 potl m>0\n", " 0.1100 rad force\n", "----------------------------------------\n", " 0.1200 azi force\n", " 0.1200 dens\n", " 0.1200 dens m=0\n", " 0.1200 dens m>0\n", " 0.1200 mer force\n", " 0.1200 potl\n", " 0.1200 potl m=0\n", " 0.1200 potl m>0\n", " 0.1200 rad force\n", "----------------------------------------\n", " 0.1300 azi force\n", " 0.1300 dens\n", " 0.1300 dens m=0\n", " 0.1300 dens m>0\n", " 0.1300 mer force\n", " 0.1300 potl\n", " 0.1300 potl m=0\n", " 0.1300 potl m>0\n", " 0.1300 rad force\n", "----------------------------------------\n", " 0.1400 azi force\n", " 0.1400 dens\n", " 0.1400 dens m=0\n", " 0.1400 dens m>0\n", " 0.1400 mer force\n", " 0.1400 potl\n", " 0.1400 potl m=0\n", " 0.1400 potl m>0\n", " 0.1400 rad force\n", "----------------------------------------\n", " 0.1500 azi force\n", " 0.1500 dens\n", " 0.1500 dens m=0\n", " 0.1500 dens m>0\n", " 0.1500 mer force\n", " 0.1500 potl\n", " 0.1500 potl m=0\n", " 0.1500 potl m>0\n", " 0.1500 rad force\n", "----------------------------------------\n", " 0.1600 azi force\n", " 0.1600 dens\n", " 0.1600 dens m=0\n", " 0.1600 dens m>0\n", " 0.1600 mer force\n", " 0.1600 potl\n", " 0.1600 potl m=0\n", " 0.1600 potl m>0\n", " 0.1600 rad force\n", "----------------------------------------\n", " 0.1700 azi force\n", " 0.1700 dens\n", " 0.1700 dens m=0\n", " 0.1700 dens m>0\n", " 0.1700 mer force\n", " 0.1700 potl\n", " 0.1700 potl m=0\n", " 0.1700 potl m>0\n", " 0.1700 rad force\n", "----------------------------------------\n", " 0.1800 azi force\n", " 0.1800 dens\n", " 0.1800 dens m=0\n", " 0.1800 dens m>0\n", " 0.1800 mer force\n", " 0.1800 potl\n", " 0.1800 potl m=0\n", " 0.1800 potl m>0\n", " 0.1800 rad force\n", "----------------------------------------\n", " 0.1900 azi force\n", " 0.1900 dens\n", " 0.1900 dens m=0\n", " 0.1900 dens m>0\n", " 0.1900 mer force\n", " 0.1900 potl\n", " 0.1900 potl m=0\n", " 0.1900 potl m>0\n", " 0.1900 rad force\n", "----------------------------------------\n", " 0.2000 azi force\n", " 0.2000 dens\n", " 0.2000 dens m=0\n", " 0.2000 dens m>0\n", " 0.2000 mer force\n", " 0.2000 potl\n", " 0.2000 potl m=0\n", " 0.2000 potl m>0\n", " 0.2000 rad force\n" ] }, { "data": { "image/png": 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", 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", 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qtRIVFcWtt94KUOn/eFVr2rQpgwcPPuvjiiuu8K1TdkwXc9wnu//++5k/fz4ffvghnTp1usgjEnVJ/b6fu5Zo2rQpt956Kx988AFPPPHEaeud67dsnU5Xabk6S8fSFStWcPXVV9O3b1/ee+894uLiMBgMfPzxx5V2eM7OzvZ1Nt6+fTsejwet9sw5+o033kifPn347rvvWLBgAa+88govvfQS3377LcOGDQO8J+eRI0cyY8YMnnnmGb7++mvsdrvvg/1cjvVcX4OLWd/j8XDllVfy2GOPVVq3ZcuWlZafymQynfV1uxhlScwrr7xC586dK60TFBRU7vnZjt9isbB8+XKWLl3K3LlzmT9/PrNmzWLgwIEsWLDgtOufyZgxY3j44YeZMWMGTz31FF988QXdunWjVatW572tC3E+J124+PfeqcuWLVvGRx99xDfffIPNZmPQoEHceeed5Vpt4+LiKm2JLiuLj48/7T7y8vLo168fVquV5557jmbNmmE2m9mwYQOPP/74JRnCoqioiKKiorPW0+l0vi8ycXFxAKc97vDw8Epbnyrz7LPP8t577/Hiiy9ecCIu6i5JmGqJp59+mi+++IKXXnqpwrLExEQ8Hg979uzxfTsGSE9PJy8vr8IdIBfqm2++wWw288svv5T7APr4448rrT9p0iQKCwt54YUXePLJJ3nzzTcrXDasTFxcHPfddx/33XcfGRkZXHbZZfzjH//wJUzgbW245pprWLt2LTNmzKBLly60a9fu4g+yCjVr1oyioiJfi9LpXMjlpNPt75dffiEnJ+e8WpmaNWsGgNVqPWus50Or1TJo0CAGDRrE66+/zj//+U/+9re/sXTp0tPu50yvRXh4OCNGjGDGjBnccsst/P777+c0eOLpJCYmsmjRIgoLC8u1MpVdeqqq/5uLcfDgQT799FM++eQTDh48SMOGDXnkkUeYOHFipXemde7cmRUrVlT4crJ69WoCAgLOmKQvW7aM7Oxsvv32W/r27esrP3DgQIW6VfWePdWrr756TuMeJSYmcvDgQQAaNGhAVFRUpXeCrlmz5rRfAk5VNv7XQw89xOOPP34+YYt6Qi7J1RLNmjXj1ltv5d///jdpaWnllg0fPhygwsnj9ddfB2DEiBFVEoNOp0Oj0ZS7xfjgwYPMmTOnQt2vv/6aWbNm8eKLL/LEE08wZswYnn76aXbv3n3a7bvd7grN/tHR0cTHx1dobh82bBiRkZG89NJL/Prrr5W2LvnbjTfeSEpKCr/88kuFZXl5ebhcLgACAgJ8ZRdj9OjRKKUqPeGcqfWia9euNGvWjFdffbXSb/fnMlryqXJyciqUlZ24znRre2BgIHD612LcuHFs376dRx99FJ1Ox5gxY847tjLDhw/H7XbzzjvvlCt/44030Gg05RL0S23Lli0MHjyYpk2b8o9//IMuXbowd+5cDh48yPPPP3/a2/ivv/560tPT+fbbb31lWVlZzJ49m6uuuuqMLS1lLV8nv1ccDgfvvfdehbqBgYHVconuQvowgfe9/9NPP3H48GFf2eLFi9m9ezc33HCDr8zpdLJz584KrVGzZs3igQce4JZbbvF9bgpxKmlhqkX+9re/8fnnn7Nr165yrSmdOnVi/PjxfPDBB75m9TVr1vDpp58yatQoBgwYUCX7HzFiBK+//jpDhw7l5ptvJiMjg3fffZfmzZuzefNmX72MjAzuvfdeBgwYwOTJkwF45513WLp0Kbfffju//fZbpZeYCgsLadiwIddffz2dOnUiKCiIRYsWsXbtWl577bVydQ0GA2PGjOGdd95Bp9MxduzYKjnGqvToo4/yww8/MHLkSG6//Xa6du1KcXExW7Zs4euvv+bgwYNERkZisVho27Yts2bNomXLloSHh9O+ffvznv5mwIABjBs3jrfffps9e/YwdOhQPB4PK1asKPe3OJVWq+XDDz9k2LBhtGvXjgkTJtCgQQOOHj3K0qVLsVqt/Pjjj+cVy3PPPcfy5csZMWIEiYmJZGRk8N5779GwYUN69+592vW6du0KwAMPPEBycnKFpGjEiBFEREQwe/Zshg0bRnR09HnFdbKrrrqKAQMG8Le//Y2DBw/SqVMnFixYwPfff89DDz3ka3nzh/Xr1/s6eY8fP/6cj/P666+nZ8+eTJgwge3bt/tG+na73WdtuenVqxdhYWGMHz+eBx54AI1Gw+eff15pst21a1dmzZrFlClTuPzyywkKCuKqq666oGM9WdOmTWnatOl5r/fUU08xe/ZsBgwYwIMPPkhRURGvvPIKHTp0YMKECb56R48epU2bNowfP943/teaNWu47bbbiIiIYNCgQRWSsV69el1QTKIO8tPdeeIMTh5W4FRlt5mfeou00+lUzz77rGrSpIkyGAwqISFBPfnkkxVup01MTFQjRoyosN1+/fqpfv36nTW2//73v6pFixbKZDKp1q1bq48//th3K3CZ6667TgUHB1cYPff777+vMF4KJ91ibLfb1aOPPqo6deqkgoODVWBgoOrUqZN67733Ko1lzZo1ClBDhgypdPnpjhWoMHRB2S3ur7zyiq9s/PjxKjAwsML6pxtpvbL9FRYWqieffFI1b95cGY1GFRkZqXr16qVeffXVcreFr1y5UnXt2lUZjcZyr8npYihbduqt3S6XS73yyiuqdevWymg0qqioKDVs2DC1fv36Srdxso0bN6rrrrtORUREKJPJpBITE9WNN96oFi9e7KtT9rc+dbiAsvfsgQMHlFLecZ2uueYaFR8fr4xGo4qPj1djx44tN8RCZcMKuFwudf/996uoqCil0WgqHWLgvvvuU4CaOXPmWY+pzOn+ZoWFherhhx9W8fHxymAwqBYtWqhXXnmlwjAFlb1nzuRi33sXM7p0Tk6OmjhxooqIiFABAQGqX79+lX6WVOb3339XPXv2VBaLRcXHx6vHHnvMNxzCycMeFBUVqZtvvlmFhoZWuM3/TKprpG+lvGN/DRkyRAUEBKjQ0FB1yy23qLS0tHJ1yl7r8ePH+8rK3rune5z8/hT1m0apcxxCVoga5o8//qBz58589tln0kGzHnn44Yf573//S1pamu9yphBCVDfpwyRqrf/85z8EBQWVmwZC1G02m40vvviC0aNHS7IkhLikpA+TqHV+/PFHtm/fzgcffMDkyZN9HYVF3ZWRkcGiRYv4+uuvyc7O5sEHH/R3SEKIekYuyYlap3HjxqSnp5OcnMznn39eYeBBUfcsW7aMAQMGEB0dzf/93/+dtgO7EEJUF7kkJ2qdgwcPUlpaypw5cyRZqif69++PUor09HRJloSooV544QUuv/xygoODiY6OZtSoUezatatcHZvNxqRJk4iIiCAoKIjRo0eTnp5erk5qaiojRowgICCA6OhoHn30Ud8wLGWWLVvGZZddhslkonnz5r67HquTJExCCCGEuGi//vorkyZNYtWqVSxcuBCn08mQIUPKTd/z8MMP8+OPPzJ79mx+/fVXjh07Vq4fqtvtZsSIETgcDlauXOkbuPWZZ57x1Tlw4AAjRoxgwIABbNq0iYceeog777yz0jHvqpJckhNCCCFElcvMzCQ6Oppff/2Vvn37kp+fT1RUFDNnzuT6668HvCPrt2nThpSUFHr27MnPP//MyJEjOXbsGDExMQBMnz6dxx9/nMzMTIxGI48//jhz585l69atvn2NGTOGvLw85s+fX23HI52+q4DH4+HYsWMEBwdX25QBQgghaj+lFIWFhcTHx1frHJE2mw2Hw1El21JKVTi3mUyms87RVzYafNlUTevXr8fpdJabGql169Y0atTIlzClpKTQoUMHX7IEkJyczL333su2bdvo0qULKSkpFaZXSk5O5qGHHrqYwzwrSZiqwLFjxyrMQC6EEEKczuHDh2nYsGG1bNtms9GoUSCZmVUzYXJQUFCFaZOmTp3KtGnTTruOx+PhoYce4oorrvDNWpCWlobRaCQ0NLRc3ZiYGN+UX2lpaeWSpbLlZcvOVKegoIDS0tLznij7XEnCVAXKOh43eP0JtBazn6MRQghRU3lKbRyd8mK13rDicDjIzPSwbHU0QUEXd9WjqEjRv0cGhw8fxmq1+srP1ro0adIktm7dym+//XZR+69JJGGqAmVNlVqLWRImIYQQZ3Upum8EBWkICr7Yy37eViqr1VouYTqTyZMn89NPP7F8+fJyrWixsbE4HA7y8vLKtTKlp6cTGxvrq7NmzZpy2yu7i+7kOqfeWZeeno7Vaq221iWQu+SEEEIIUQWUUkyePJnvvvuOJUuW0KRJk3LLu3btisFgYPHixb6yXbt2kZqaSlJSEgBJSUls2bKFjIwMX52FCxditVpp27atr87J2yirU7aN6iItTEIIIYS4aJMmTWLmzJl8//33BAcH+/ochYSEYLFYCAkJYeLEiUyZMoXw8HCsViv3338/SUlJ9OzZE4AhQ4bQtm1bxo0bx8svv0xaWhpPP/00kyZN8l0GvOeee3jnnXd47LHHuOOOO1iyZAlfffUVc+fOrdbjkxYmIYQQQly0999/n/z8fPr3709cXJzvMWvWLF+dN954g5EjRzJ69Gj69u1LbGws3377rW+5Tqfjp59+QqfTkZSUxK233sptt93Gc88956vTpEkT5s6dy8KFC+nUqROvvfYaH374IcnJydV6fDIOUxUoKCggJCSEhPenSR8mIYQQp+UptXH43mnk5+efc5+g81V2Tlq3Leai+zAVFXro1i69WuOtLaSFSQghhBDiLCRhEkIIIYQ4C0mYhBBCCCHOQhImIYQQQoizkIRJCCGEEOIsJGESQgghhDgLSZiEEEIIIc5CEiYhhBBCiLOQhEkIIYQQ4iwkYRJCCCGEOAtJmIQQQgghzkISJiGEEEKIs5CESQghhBDiLCRhEkIIIYQ4C72/AxBCCCHqGuVw4i4uwVNYjLvI+9NTWIIrN9/foYkLJAmTEEIIcR6UUrjzC3GlZ+FMy8KVno0zLRN3Tj7uwmI8RSUou8PfYYoqJgmTEEIIUQnlduM8kobjSBqutGyc6VneJCk9C2U7h4RIq0UXEFjuoTUZKdi4rvqDF1VOEiYhhBAC8JTasO9Lxb7nkPexL/X0LUUaDYbQcAwRURgjIjFERGEIC0cXEIQusCw5MqPRaMqt5rbZJGGqpSRhEkIIUe8opXBn52HfcwjbnoPY9xzCeSQNlCpXT2s2Y4priDEi6kRydCJBCotAo5dTaH0if20hhBD1glIKx4EjlKzZTPG6rbizcivUMYSFY27UBEujJlgaNcYYFYtGKzeUC0mYhBBC1GHK4/EmSeu3Ubxmc/kkSafFFNvgRHLkfeiDrf4LVtRokjAJIYSoU5TLjW3XfkrWb6N0w3bceQW+ZRqTkaCW7Qhq14nA5q3QGk1+jFTUJpIwCSGEqBPs+w9TuDiF0o3b8ZTYfOUao4nAlm0IbteJwBZt0BqNfoxS1FaSMAkhhKi1lMdD6R87Kfh5OfbdB33lusAgAlu3I6hNBwKatkQrHbTFRZJ3kBBCiFpHOZwUrdxIwfwVuNIyvYU6HdaOl2Ht0gNLo8bSWVtUKUmYhBBC1BruomIKl6yicFEKnoIiADQWM6FdexHaszcGa6h/AxR1Vq1Lv999910aN26M2WymR48erFmz5oz1Z8+eTevWrTGbzXTo0IF58+adtu4999yDRqPhzTffrOKohRBCXAxnRjY5n3/P0Skvkv/tQjwFRehDQokaeg3NpjxD1JCRkiyJalWrWphmzZrFlClTmD59Oj169ODNN98kOTmZXbt2ER0dXaH+ypUrGTt2LC+88AIjR45k5syZjBo1ig0bNtC+fftydb/77jtWrVpFfHz8pTocIYQQZ+EpsZH79XyKlq72DSppim1AWO/+BLfrjEan83OEor6oVS1Mr7/+OnfddRcTJkygbdu2TJ8+nYCAAD766KNK67/11lsMHTqURx99lDZt2vD8889z2WWX8c4775Srd/ToUe6//35mzJiBwWC4FIcihBDiLErWb+XYU69TtGQVKEVA81Y0HH8Pje6dgrVjV0mWxCVVa1qYHA4H69ev58knn/SVabVaBg8eTEpKSqXrpKSkMGXKlHJlycnJzJkzx/fc4/Ewbtw4Hn30Udq1a3dOsdjtdux2u+95QUHBGWoLIYQ4H66cfHI+/57SjdsBMIRHEnP1DQQ0beHnyER9VmsSpqysLNxuNzExMeXKY2Ji2LlzZ6XrpKWlVVo/LS3N9/yll15Cr9fzwAMPnHMsL7zwAs8+++x5RC+EEOJslFIU/7aenBk/omx20GkJv2Ig4f0GozXI2EnCv2pNwlQd1q9fz1tvvcWGDRsqzCh9Jk8++WS5lquCggISEhKqI0QhKqUcTtzFpXiKS7yPohO/l9q9/TyUQkH5iUSV4kQhoEEbYEYbFIA2KABdoAVtoPd3jcl4Xv8PQlQFd2Ex2Z98S+n6bQCYGyYSc82NmGLi/ByZEF61JmGKjIxEp9ORnp5erjw9PZ3Y2NhK14mNjT1j/RUrVpCRkUGjRo18y91uN4888ghvvvkmBw8erHS7JpMJk0mG0xdVTymFO78QV0YOroxsXBnZODNycOfm4/ElSKUoh7P6gtDp0AZa0J1IpvRR4RgaxGCIi8LQIAZ9ZJiMbyOqVOnmXWT/92vc+YWg0xE5YChhvQfI+0zUKLUmYTIajXTt2pXFixczatQowNv/aPHixUyePLnSdZKSkli8eDEPPfSQr2zhwoUkJSUBMG7cOAYPHlxuneTkZMaNG8eECROq5TiEAO+dP45DR3Eey8CZke1NkDK9P885GdJq0VkC0FoC0J14aE0m0Gi8D7ytRN7GIs2JpydajpTCbSvFU1qC+8TDU1KMcrvB7cZTUOQb4+bk0ZMBNAY9+tgoDA2iMcRFY4g/8YiNlE644rx47A5yZ83zduoGjFExxF5/C+a4hn6OTIiKak3CBDBlyhTGjx9Pt27d6N69O2+++SbFxcW+5Oa2226jQYMGvPDCCwA8+OCD9OvXj9dee40RI0bw5Zdfsm7dOj744AMAIiIiiIiIKLcPg8FAbGwsrVq1urQHJ+osj92BI/UYjv1HcBw8gv3AEVxpWadfQaNBHxKGMTwCQ3gEhrBI9KFh3qQoIMCXJGlN5iq9dKaUQjkd3uSptAR3SQnu4iIc2Vk4MtNwZKbjyMpAOV04Dx/Hefh4ufW1AWbM7Vpg6dgKc4eW6ENl1ndxeu7iEjJe/QjHgSMAhPbsQ+SVI6SvkqixalXCdNNNN5GZmckzzzxDWloanTt3Zv78+b6O3ampqWhPasLt1asXM2fO5Omnn+app56iRYsWzJkzp8IYTEJUFeXx4Eg9jmNfKvaDR3AcOIrzaHr5vkQn6EPDMcXEYQiP/DM5Co/EEBKGxg/zXmk0GjRGk3f29pCwSusojwdnXg6OjHRvAnXiYc9Mx1Nio2TtFkrWbgHA0CgOS8dWWDq0wtS8kbQ+CR93YTHpr3yIM/U42uBA4q69lcDm8iW1Lli+fDmvvPIK69ev5/jx43z33Xe+q0IAt99+O59++mm5dZKTk5k/f77veU5ODvfffz8//vgjWq2W0aNH89ZbbxEUFOSrs3nzZiZNmsTatWuJiori/vvv57HHHqvWY6tVCRPA5MmTT3sJbtmyZRXKbrjhBm644YZz3v7p+i0JcTqunHxsW3dTunUPtu178RSVVKijC7ZibpCAOT4Bc4METPEJ6AODKtlazabRajGGR2IMj4TWfw7DoTwebEdSKd6zg+I9O7EfO4wz9TjO1OMU/LQMjcWMpV0LLJ1aYenUGp219h27qBrugiLSX/4Q55E0tNYgEsbdKx2765Di4mI6derEHXfcwXXXXVdpnaFDh/Lxxx/7np/aJ/iWW27h+PHjLFy4EKfTyYQJE7j77ruZOXMm4L3RasiQIQwePJjp06ezZcsW7rjjDkJDQ7n77rur7dhqXcIkhL957A7suw5QunU3tq17cB7LKLdcazJjTkjE3KCRL0nSW0P8FO2lodFqsTRqjKVRYyIHDcNVVEjJ3l3eBGrvLjylJZSs20LJui2g0xFweQesV/bC1KzR2Tcu6gxXXgEZL3+I81gGumArCePvxRgVc/YVRa0xbNgwhg0bdsY6JpPptDdr7dixg/nz57N27Vq6desGwL/+9S+GDx/Oq6++Snx8PDNmzMDhcPDRRx9hNBpp164dmzZt4vXXX5eESQh/UkrhPJZB6R87sW3ZjW3PQXC5/6yg0WBukEBA89YENmuFuaFcftIHBWPt3A1r527e1qejqRTv2Unx7u3Yjx2hZNUmSlZtwtg0geDBvQi8vAMag3wc1WWu3HzSX/oPrrQs9NZQGk64F2NElL/DEufo1AGaL+Zu8WXLlhEdHU1YWBgDBw7k73//u68/cUpKCqGhob5kCWDw4MFotVpWr17NtddeS0pKCn379sVo/LO/W3JyMi+99BK5ubmEhVXepeBiySeUEJVQHg/2PQcpWbeN0k07cGXmlFuuDwkjsHkrApq3IqBJc3QBgX6KtObTaLVYEhpjSWhM5MCh2I4dJm/VbxRs3YBj/2GyP5hF7pdzCR7Yk+DBvdAFBfg7ZFHFXDn5pL/4Aa6MbPQhYTSccB/G8IizryguypzCTpjVxU33ZStyAgsqjDU4depUpk2bdt7bGzp0KNdddx1NmjRh3759PPXUUwwbNoyUlBR0Oh1paWkV5obV6/WEh4f7Bp1OS0ujSZMm5eqU9WVOS0uThEmI6qbcbmy7Dng7Lq/f5rutHgC9noAmzQls0YbA5q0wRETJ4I4XyByfQOx1Y4kcMpL89avIW/M77oIC8ucsouCXFViH9MY6pDfaQIu/QxVVQLndZL03A1dGNoawcBpOuA9DaLi/wxLn6fDhw1itf975eqGtS2PGjPH93qFDBzp27EizZs1YtmwZgwYNuug4q5MkTKJeUy43tu17KVm3lZIN28p12NaaLQS1bk9Qm/YENG3pHeNIVBl9UDAR/a4kvPdACrdvJmf5Ihzpx8n/fjEFC37HOrQPISP6+eWOQVF18n9Ygn1vKhqLiYa33yvJUi1ltVrLJUxVpWnTpkRGRrJ3714GDRpEbGwsGRnl+4W6XC5ycnJ8/Z5ONyh12bLqIp9Eot5RSuE4eJTilRsoXvUHnsJi3zJdQCCBbdoT3LYTAU2ay8n6EtDodFg7dCG4XSeKdmwhe+kvODLSyP9uIbYtu4m872b04XW703xdZdtziPwflgAQM+IGDGFyGU6Ud+TIEbKzs4mL894pmZSURF5eHuvXr6dr164ALFmyBI/HQ48ePXx1/va3v+F0OjEYvJccFy5cSKtWrartchxIwiTqEVd2HsUpGyn6fQOu45m+cl1gEEFtOxLcrhOWxKb1vsO2v2i0WoLbdSKoTQcKt2wkfd432Pce4vjUt4n8yxgs7WWm+trEU2oj699fglIEd+qKteNl/g5JXAJFRUXs3bvX9/zAgQNs2rSJ8PBwwsPDefbZZxk9ejSxsbHs27ePxx57jObNm5OcnAxAmzZtGDp0KHfddRfTp0/H6XQyefJkxowZQ3x8PAA333wzzz77LBMnTuTxxx9n69atvPXWW7zxxhvVemySMIk6zVNqo2TdVop+34B9535fucagJ6h1B6yduhHQrKUkSTWIRqvF2qkr5oTGHJ/1CfbjR8l47SNCRg0i5KqBMr9YLZHz2fe4s3LRh4YTPaLy8XhE3bNu3ToGDBjge142Uf348eN5//332bx5M59++il5eXnEx8czZMgQnn/++XJ9ombMmMHkyZMZNGiQb+DKt99+27c8JCSEBQsWMGnSJLp27UpkZCTPPPNMtQ4pAJIwiTpIeTzYtu+laMV6SjdsQzldvmWWxs2wdu5GUNtO6MxmP0YpzsYYHkHCnQ+QOe878tevIv+7Rdj3pBL5l5vQBctdiTVZccomilM2gkZD3Ohb0JmlA3990b9/f1QlMxuU+eWXX866jfDwcN8glafTsWNHVqxYcd7xXQxJmESd4crJp2jFWoqWr8OdnecrN0ZGE9ypG9ZOl0mH01pGazAQc82NmBs1IWPu19i27ub41LeJmnSLDHpZQ3mKS8n54gcAwvtdiSWxyVnWEKJ2kIRJ1GrK5ab0jx0U/bqW0i27fXO2ac0WgjteRkiX7pjiG8oQALVcSJfLMcc14NisT3FmZ5L2z38TNnYEwYOS5G9bw+TPX46nuARjVAwR/a70dzhCVBlJmESt5EzPoujXtRT9tr7ceEmWxs0I6dqToLYdZNbzOsYUG0+jvzxE+pxZFG3fTO4XP2Dfc4iICdehNcuQDzWBO7+QwgW/AxA5eLj0DRR1iiRMolaxHzxC/g9LKN2w3VemCwzC2uVyQi7rgTEy+gxri9pOZ7YQd9N48lKWk7nwR0pW/4ErLZPYv92LxnhxIxqLi1fw83KU3YG5YSMCW7f3dzhCVClJmESNp9xuSjZsp3Dh79h3H/QWajQENG/lbU1q1U6+ydYjGo2GsF79MDdoxNH/fYTj0DHyf1pK6HVD/B1avVeycQcAYb0HyqVSUedIwiRqLHdxCUW/rqVwccqfnbh1WoLbdSa835WYZJbzes2S2ISYq67n+KxPyZ+3nMA+3TBESad+f3Hl5uNKz/J+mWkqY2aJukcSJlHtlFLn9W3TeSyDgoW/U/z7BpTDCXhH4A7plkRo9yvQW2XUZ+EV1LYjliYtKD2wh7wv5xJ1/zh/h1Rv2XZ4xzkzxTWUYQREnSQJk6hW7oIitAEW0J/5kpnyeLBt3UPBgt+xbd3tKzfGxBGW1JfgDl2kE7eoQKPRED18FIfef42S9dso3b4XS9vm/g6rXrLv3AdAQBN5/UXdJAmTqFJKKVCK4pSN5H27EI3RgLlVE4L6dcfUpGGF+p4SG0W/r6dwcQqutCxvoUZDYKt2hPXsg6VJc+kLIc7IFBNHaPcryFu1gtwZP2J+9gE0Z0nQRdWz7TwAgKVJMz9HIkT1kIRJVCmNRoMzM4fChSsJv3kkxsYNyZ35IzmffEfM43ehDfCOrq2UIveLHyj6bT3K7vCuazYR0qUHoT36YAyXSTrFuYsYkEzBtg04j6ZTuHQV1iuv8HdI9YorOw9XRjZotVgaNfV3OEJUC5mUSVS50g3b0ZiMWDq2Rh8RSviE0SiPh4Kfl/vqaDQaXDl5KLsDY1QM0SNH0+yRqUQPGyXJkjhvOksAkQOGA5D37ULcJ43NJaqf7cQ8jea4hjLlkKizJGESVc6VnYsuOAiNwduAqQsKIHhQT4pWrCtXL6rHMBrefi+Jkx8jtPsVaE3yQSsuXMhlPTDFNUCV2sj7ZoG/w6lXbCf6L8nlOFGXScIkqpy5bXNs2/egPB5fWUC39rgLi2BtFqZUI6ZUI+b4hgQ0bSF9lESV0Gi1RA+/DoCi5WuxHzzi54jqD/uJ/kvS4VvUZZIwiSpnbt0M5XJj277XV2bJtGJukEjJgb1nWFOIi2NJbEJw+87eGw9+2+DvcOoFT3EprswcAMwJMtGuqLskYRJVTmsxYbmsHYULfsewx4Mp1Yi7pBjlcqIPljGURPUyN0wEwF1U7OdI6gfldvt+15pkTj9Rd0nCJC6KcjhxlY3CfZLoy5NxpxeQ/uPXuAryKfhjPVqjicDmrS59kKJe0Z7odKxKbH6OpJ5QyverXF4XdZkMKyAuiKfERuGSVRQs+A1jQiwxj96JKfWkgSWjYoi56nry163i8H/fQWu2EDVkJFqT+bxH/hbifJTdPOAplYTpkijLl+R/WtRxkjCJ8+LKzqNw4UoKf12NKrV7y45ko9/phIDyI3FbGjXBFNcAFGiNfy6TZElUp7JpOSRhujRUWQuT/F+LOk4SJnFO7AeOUPDLCkrWbIETd78Zo2II7zOI4A5d0OgqH1lZpjMRl5q2LGGSS3KXiDp7FSHqAEmYxGkpj4fSTTsomL8C++6DvnJLkxaE9epHYIvWaLTSDU7ULGV9mCRhukQ80sIk6gdJmEQFHruD4t/WU7DgN1zp2d5CnZbg9pcR1qsv5riKc8IJUVOU9WFSNjvK45Gk/hKRS+2irpOESfi48wopWLSSoqWr8RSXAN7LGyGXJxHaozcGa6h/AxTiHJRdkgNQpXY0gZYz1BYX7aQBaoWoyyRhEngcTgrm/UrB3GUopwsAQ1gEoUl9CenSXcZWEbWKRqdDo9Oh3G48pTa0kjBVK18PJmlhEnWcJEz1mFKKknVbyf1yLu4TYymZGyYS1nsAQa3by6UMUSs5MtO9gynq9WiDAvwdTp2ntZy4BOp04nE4yt0RK0RdIglTPeU4mk7ujB9905foQ0KJSr6aoHadpC+CqNWKtm8GwNKuOVqztI5WN22gBY3FhCq148zLwRQd6++QhKgWkjDVM57iUvLmLKJwcYq374FeT/gVAwjvMxCtUU4uovYr2r4F8E74LKqfRqNBHxmG83CaJEyiTpOEqZ5QHg9FK9aT9/V8PIXeObYC27Qneug1GMIi/BydEFXDmZuNPe0oaLVYOrfxdzj1hj4yHOfhNFx5uf4ORYhqIwlTPWDff5icz7/HceAIAMbIaKKGXyvzuok6p6x1ydyqCbrgQD9HU3/oI8MAb8IqRF0lCVMd5nE4yf92IQW/rACl0JhNRPZLJrRnn9OOzC1EbVa4w5swWbq283Mk9Ys+6kTCJC1Mog6ThKmOsu05SPZ/v8aVlgVAcMfLiEq+Gn2w1c+RCVE9XIUF2A4fBCDgMkmYLiVpYRL1gSRMdYzH7iDvm18oXLgSlEIXbCXmqhsIai0nEFG3Fe3cCkphbJqAPjzE3+HUK/qocEBamETdJglTHWLfl0rWv2fhyvB+y7N26U7U0GvQWWTgPlH3lQ0nIHfHXXplLUyekmI8dptvehoh6hJJmOqIko3byXr/fyiHE31IKDFX30BgC7lLSNQPRbu2UbJvNwAB0n/pktNazGiDAvAUleDIycYc18DfIQlR5SRhqgMKf11DziffgVIEtmhD7A3j0JnlG56oH5x5uaTN+R8AwYN7YYiJ9HNE9ZMhPhr77oM4MtMlYRJ1kiRMtZhSivzvF5M/ZxHgvQQXc/UNcgecqDeU283x2Z/jKS7B2KQhYTcN93dI9dbJCZMQdZFMFlZLKY+HnM/m+JKl8L6DiRl1kyRLol7JXPAjtsMH0VjMRN47Fo1BvgP6iyE+GgBHZpqfIxH+tHz5cq666iri4+PRaDTMmTOn3HKlFM888wxxcXFYLBYGDx7Mnj17ytXJycnhlltuwWq1EhoaysSJEykqKipXZ/PmzfTp0wez2UxCQgIvv/xydR+aJEy1kVKKnC9+oGjpatBoiB45msjBw2UOOFGv5K1dSV7KcgAiJ16PIVpGrPcnQ3wMAI4MaWGqz4qLi+nUqRPvvvtupctffvll3n77baZPn87q1asJDAwkOTkZm83mq3PLLbewbds2Fi5cyE8//cTy5cu5++67fcsLCgoYMmQIiYmJrF+/nldeeYVp06bxwQcfVOuxydexWkYpRe7Mnyhasgo0GmKvG4u1Uzd/hyXEJVW8dxcZc78FIOTaK+XOuBrA0OBEC1NOFsrlQqOX00t9NGzYMIYNG1bpMqUUb775Jk8//TTXXHMNAJ999hkxMTHMmTOHMWPGsGPHDubPn8/atWvp1s17bvvXv/7F8OHDefXVV4mPj2fGjBk4HA4++ugjjEYj7dq1Y9OmTbz++uvlEquqJi1MtYhSirzZ8ylc+DsAMdfcKMmSqHfsGWkcm/0peDwEJnUh5OqB/g5JALpQKxqLCTweHDlZ/g5H1EAHDhwgLS2NwYMH+8pCQkLo0aMHKSkpAKSkpBAaGupLlgAGDx6MVqtl9erVvjp9+/bFaDT66iQnJ7Nr1y5yc6tvLDBJmGqR/O8WUjDvVwCir7qekMt6+DkiIS4tV3ERx2Z8iCq1YWrZmIg7Rsul6BpCo9GcdFlO+jHVNQUFBeUedrv9vLeRluZ9X8TExJQrj4mJ8S1LS0sjOjq63HK9Xk94eHi5OpVt4+R9VAdpM60l8n9YQv4PSwCIGjaK0Mt7+TkiIS4tj9PJsZkf4czNQR8VTtT946STdw1jiI/GsS9V7pSrIZamt0RfZLqobbiK7cACEhISypVPnTqVadOmXdS2axv5tKkFilZuJO/bBQBEXjmSsKS+fo5IiEtHud0UbN5A7m9LcGSmo7GYiX74dnTBgf4OTZzCGB9NMd7LpqJuOXz4MFbrn3ORmkznn4jFxsYCkJ6eTlxcnK88PT2dzp07++pkZGSUW8/lcpGTk+NbPzY2lvT08kl52fOyOtVBLsnVcO6CInJn/AhAeJ9BhPeR/hqifvA4HOSuWs6BN/9B+nf/w5GZjjbATNT9t/puYRc1iz4uCgCn9GGqc6xWa7nHhSRMTZo0ITY2lsWLF/vKCgoKWL16NUlJSQAkJSWRl5fH+vXrfXWWLFmCx+OhR48evjrLly/H6XT66ixcuJBWrVoRFhZ2oYd4VtLCVMPlfPEDnuISTLENiBg41N/h1BoepwPlcIBGA1otGo32pN813t81Gun/UoMopXDl51J6+BC21AMUbtmIu6QYAK01COvQPgQP6IHWIqPY11S+SXhzslFKyf9XPVRUVMTevXt9zw8cOMCmTZsIDw+nUaNGPPTQQ/z973+nRYsWNGnShP/7v/8jPj6eUaNGAdCmTRuGDh3KXXfdxfTp03E6nUyePJkxY8YQHx8PwM0338yzzz7LxIkTefzxx9m6dStvvfUWb7zxRrUemyRMNVjJxu2UrNkMWm29H5RSeTw4c7Kwpx3DmZeDp7QUt60Uj60Ud+mJnyeee2ylKJfr3Das0aDRatGYzOhMJrQmC1qTCa35xE+TGa3ZjM5kRmu2oLMEoAsMQhcYiC4gCF1AYL3+u1wMj8uF/fgRbKkHKT1yiNLUA7gLC8rV0UeFYx3Wl6DeXdEYDX6KVJyrsoTJY7fhKS1BFyCXTeubdevWMWDAAN/zKVOmADB+/Hg++eQTHnvsMYqLi7n77rvJy8ujd+/ezJ8/H/NJ03nNmDGDyZMnM2jQILRaLaNHj+btt9/2LQ8JCWHBggVMmjSJrl27EhkZyTPPPFOtQwqAJEw1lqfERs5ncwAI69UPc3xD/wZ0CXnsduzpx7GnHcWedsz7Mz0N5XRU/c6UQrndqJJiPCdaM86X1mzxJlEBgb5kSh8YjC4oCF1gMPrAIHRB3p9aSwAabf26Eu5xOHAV5uPKz8NVmI897RilqQexHz9SMbHVaTE2isfUrBHmNk2xdG4jCWktojUa0IVacecV4MjJwiIJU73Tv39/lFKnXa7RaHjuued47rnnTlsnPDycmTNnnnE/HTt2ZMWKFRcc54WQhKmGyv3qZ9y5BRjCI4kYkOzvcKqVu7iIgs0bKE094G1BysmCSv7hNEYDhoaxGGIi0QZZ0AaUPcxoA0/+PQBtgBmNyejdjlIojwKP58Tv3p94vA/lduOx2VGlNjyldjylNjylNtRJv3tKbagSG+6iEjyFxbgLi/EUlYBSvlYtZ3bm2Q9Wq0UXGORNogKDT7RUBf7ZcmUJQBtwoiwgAJ0lEO1JY43UBEoplNOJ21aCx2Y70dpXgruoEOeJpMiVn4+rwPu7p7T0tNvSBgdiat4IU/NETM0bYWzcEK2pZh2vOD/66HDceQU4c3OwNEz0dzhCVBlJmGog2879FC3zDtAVc82NaA117wSilKL00H7y16VQuP0PcLnLLdeFWjE0isPYKA5jQhzGRvHoYyIuuHWmOnpSKI8HT3HpiQSqCHdB8Z/JVEER7sJi3PmFuAuK8BQU4ykuAY8Hd2FBhUtPZ4zdYPBeIjSa0BqNaI0mNCd+lntuMKE1GECr/bN/1qn9tcr6cgHK7UK5XCiXE+Vye3+eKPOcVOax2cpd8nTbSsHtPkvUpxyDyYguPAR9WAj6mAhfgqSPjpB+LnWMPioc++6D0vFb1DmSMNUwyuEk++MTUz5060lAk+Z+jqhquUuKKdi0jvz1q8qN1WJs3ICA7h0xNorH2CgOnTXIj1GeG41Wiy44EF1wIAbOfteWcrlwF5bgKSjEnV/kTaQKi3EXl+Apa7kqKsFTXIKnsAR3UQm43d7WHKeT80tRLgGt9kTLnhltgAWdNQhdWAi6MCv6cO9PXZg3SdJYTJIY1RP66BMdv3Oz/RyJEFVLEqYapmDRSlzpWeiCrUQOucrf4VQJpRS2wwe9rUnbNqGc3n4rGpORwJ6dCRrQHVPjut9HS6PXow+zQpj17JU5cenL5sBdVIwqKcVjd6Jsdjx2x0k/HXjsdlTZ7w6n7zIkHgXK4+1P4HuuTjwHjUGHxmBAoz/lp0EPJy0rS4h8jxNJksZklCRIVKCP8k6C7MyRhEnULZIw1SDuwmLyfzwxmveVI9CZLX6O6OK4bTYKNq0hf92qclMlGBLiCB7Qg8CkznKL+BloNBo0FhNay8WN1CvEpWSQFiZRR0nCVIOUrNmMKrVjio0nuGNXf4dzwZx5OeStWkHehlUom3e+IY3RQECPjgT374GxaYK0TAhRR+kivAMHugryUR5PvbsrVNRdkjDVILad+wEIatupVn7IlB45RN7KXyncvtl7RxreuaWCByZ5W5MCa3eLmRDi7LQBJ1qNlUI5HWhM0oos6gZJmGoIpRS2XQcAsDRu5udozp3yeCjauZW8lb9SmnrAV25u1xxrch/M7VvUyuRPCHFhNEaD905MpfA4HGglYRJ1RK07k7377rs0btwYs9lMjx49WLNmzRnrz549m9atW2M2m+nQoQPz5s3zLXM6nTz++ON06NCBwMBA4uPjue222zh27Fh1H0YFruOZeAqK0Oj1mBs2uuT7P18eh53c1Ss4+PYLHP/yE2+ypNMReMVlxD33ADGP3omlYytJloSoZzQaDRqzdygUj93m52iEqDq16mw2a9YspkyZwtSpU9mwYQOdOnUiOTm5wszGZVauXMnYsWOZOHEiGzduZNSoUYwaNYqtW7cCUFJSwoYNG/i///s/NmzYwLfffsuuXbu4+uqrL+VhAfhal8wNE9Hqa27Dn/J4yFu7kv2vPUfm3O9w5mSjDbRgHTmABq8+TuRdN2JsFO/vMIUQfqQ1e29U8Djsfo5EiKpTc8/MlXj99de56667mDBhAgDTp09n7ty5fPTRRzzxxBMV6r/11lsMHTqURx99FIDnn3+ehQsX8s477zB9+nRCQkJYuHBhuXXeeecdunfvTmpqKo0aXbqWHtsub/+lmnw5zpGTRfqcWZQe3AeAPiYC65DeBPbuKqMzCyF8tBYz7twCPDZpYRJ1R61JmBwOB+vXr+fJJ5/0lWm1WgYPHkxKSkql66SkpPgm/iuTnJzMnDlzTruf/Px8NBoNoaGhp61jt9ux2//85lRQcO6jNldGKYV9p7eFKaAGJkzK4yFv1QqylsxDOZxojAZCbxhK8KAkueQmhKhAIy1Mog6qNQlTVlYWbrebmJiYcuUxMTHs3Lmz0nXS0tIqrZ+WllZpfZvNxuOPP87YsWOxWk8/uOALL7zAs88+e55HcHqujGzceQWg12FOqFlzLzky00mbMwvb4YMAmNo0JWLCaAzREf4NTAhRY/kuydklYRJ1R61JmKqb0+nkxhtvRCnF+++/f8a6Tz75ZLmWq4KCAhISEi5437YTrUuW+EY1Zt445XaTu3IZWUt/AZcLjdlE2E3DCep3ubQqiVpJud0nRkY/MVK6zY4rOw93dh6urFxc2bm4svJw5xWgDw/B2DQBU7NG3ql6Qq1ogwLkvX+ONJayhEkuyYm6o9YkTJGRkeh0OtLT08uVp6enExsbW+k6sbGx51S/LFk6dOgQS5YsOWPrEoDJZMJkqrrRl+17DwE1p/+SMzeH419/4WtVMrdvScSE69BHhPo1LiHOl3K6KNm0g+Lf1lO6dTe4Pee0nqOwGMehYxQtXf1noVaLzhqI1hqEzhqMLiQIQ2wUxmYJmJo0lFHrT1LWp1FamERdUmsSJqPRSNeuXVm8eDGjRo0CwOPxsHjxYiZPnlzpOklJSSxevJiHHnrIV7Zw4UKSkpJ8z8uSpT179rB06VIiIi79pSaN7sS31how+nXhtj9I+2EWqtSGxmIi/OarCOzdVUbmFrWGUgrHwaMU/7ae4lV/4CkuKV9Bq0VrNKE1mtBbQzCEhqEPDcMQGo4+NAx9cAjOnCxshw9ReuQQjqwMPCXF4PHgzivEnVeIk+Plt6nRYIiP9rVKmZolYGgQU29bpDyl3kRJW4VfLIXwt1qTMAFMmTKF8ePH061bN7p3786bb75JcXGx76652267jQYNGvDCCy8A8OCDD9KvXz9ee+01RowYwZdffsm6dev44IMPAG+ydP3117NhwwZ++ukn3G63r39TeHg4RuOluTxmiIsCwJFV+fAIl4LH4SBz/hzy160CwNisEZH3jMEQFe63mIQ4H668AopTNlH823qcR/9sWdZbQ7B26kZwp64YwyPRnMOwHea4BgS36+R7rtxuXMWFuIuKcBcV4ioqxFVYgCP9GKVHDuHKy8V5NB3n0XSKV6wDvJNLG5s0xNQ0AXPrppjbNUej01X9gddA7px8APTWUP8GIkQVqlUJ00033URmZibPPPMMaWlpdO7cmfnz5/s6dqempqI96Rtdr169mDlzJk8//TRPPfUULVq0YM6cObRv3x6Ao0eP8sMPPwDQuXPncvtaunQp/fv3vyTHZYiLBrwdrP3BnnaU47O/8O5fo8E6oh+ho65Eo68fH+6i9lJuNyUbtnsvuW3Z7ZuSR2PQE9S6A9Yu3QloevGjzWt0OgzWUAynSQBchQXYjqaeaJVKxX4sFY/djn3nfuw791Mw71d0oVYCe3clqG+3On/ThCv3RMIUEurfQISoQrUqYQKYPHnyaS/BLVu2rELZDTfcwA033FBp/caNG6OUqsrwLoj+RAuTMzvzkk5WqZQib/VvZC74EVwudKHBRNx9E5a2zS/J/oW4WNmffEvxivW+5+aExli7XE5wu87oLJdu7kJ9sJWg1u0Jau39MqY8HhyZ6diOHKL08CGKdm7FnVdAwU9LKfhpKabWTQnqezkB3dqjNRouWZyXgsfhxFNQBIAhVFqoRd1R6xKmukgfEYrGoEc5XTjzcjCGR1b7Pl3FRaR/9yXFu7cDYOnUmog7b0AXHFjt+xaiKtj2HPImSxoNYb0HENKlO8bIaH+HBYBGq8UUE4cpJo6Qrj3xuEZTvHMr+RtWU7Jvt6/lKefz7wlM6kxQ324YExvUib6C7qxcALRm8yVNWoWobpIw1QAarRZ9bBTOw8dxZGZUe8JUsm83x7+dibuwAPR6wsYM9w5CWQc+rEX9oDwecmf+CIC1S3eirhzp54jOTKvXE9y+M8HtO+PMy6Vg4xryN67FlZdD0ZJVFC1ZhSEhjqB+lxPUp1utHjnfdSJhktYlUddIwlRDGOJOJExZGdCqbbXsQ7ndZC35mdzfloJSGOKjibx3LMaEuGrZnxDVpThlI44DR9CYTUQOGubvcM6LITSMiAHJhPe7ktIDe8nfsJrCHVtwHj5O7hc/kD9nEcFDrsA6qBfawNrXQlOWMOklYRJ1jCRMNcSfd8pVT8dvR042abM/x3Y0FYCg/t0JGzuyVn+TFfWTx2Ynb/Z8ACL6DEYffOZx02oqjVZLQLOWBDRrSXRJMQWbN5C3ajnOnGzyv11IwbzlBA9KwprcG501yN/hnrM/W5jC/ByJEFVLEqYawnenXEbVJkwep4OCjWvJXPQTymZHG2AmfMJoAi/vUKX7EeJSyf9xKe68QgxhEYQm9fN3OFVCFxBIWM8+hF7ei8Jtf5CzfBGOjDQK5i6jcMFvBPXrjnVY31oxeKxckhN1lSRMNYQxMR4A2+GDFO3aRlCrdhe1PWdBHvlrVpK3LsU76B5gatmYyL+MqRUfukJUpnjVJgrmLgMgMvkqtOcwplJtotHpsHa8jOD2nSnevZ2cXxdhO5pK4aKVFC5dTWCvLoSM6IchNsrfoVbKXVjsHd4BMEbVjA74QlSVuvVpU4sZ4qIIHpRE4eIU0r6bQeJfHsEQdv5jtZQeOUTeqhUUbtvkmwZCFxmGdcgV3o7d9WTgPFH3lG7fS9Z/ZgMQ2rMPQW3qbiupRqslqHV7Alu1o2T/HnKWL6L0wF6KV6yj+Lf1BFzegZBrBmFsEHP2jV1C+XMWoUptmGIbENCslb/DEaJKScJUg4SNGYH9wBEc+w9z8J2XvbclxzbAFNcAU0w8ppi4SqcaUG43RTu2kJuy3Df/G4CpVROsQ67A0qVtvZ2iQdQNjkPHyHz7c3C7CWrfmaih19SLuzo1Gg2BzVoS2KwlpakHyVmxmOJd2yhZs5mStVsI7NmJkFGDMcRU/1AkZ+M8lkHhibn3ooZeLZ85os6RhKkG0Rj0RE26hfSX/oMrIxvbkVRsR1JPqqDBEB75ZwIVG48jI428Nb/hys/z1tHpCOzZieArr8DUuIFfjkOIquTKzCHj9Y9RNjuWxs2IvXZsvTwZWxo1psEtE7GnHSN72QKKtm/2TgWzejNBvbsScs0gv15uz501DzweAlu3I6BpC7/FIUR1kYSphtFHhBL/4iO40rJwHD6OI/U4jtRjOFOP484vxJmdiTM7k6Ktm8qtpw0OJHhgT4IH9EQXGuyf4IWoYu6iYtJf+xh3fiHGmDjix96B1lC3RsY+X6bYeOLH3I7t2BGyl8ynePd2ipavpWjlBoL7dcd61QD0oZf2zsHSbXso/WMn6LREDbnqku5biEtFEqYaSKPVYoiPxhAfTWCPPycAdecXVkiiNGYTwQN6ENijE5o6NsWCqN88DieZb36KKy0TfUgoDcbdJSNHn8Qc35AGt95JaepBspf8TMn+PRQuTqFo+VqCB/XCOqLfJRm5X3k85P5vLgChl19RY0ZbF6KqScJUi+hCgrGEBGNp39LfoQhRrZTbTdb7/8O+NxVtgJkG4+4+7cS39Z2lUWMa3n4vJfv3kLX4Z2yHD1IwfzmFy1ZhvbI3wVf2qtZxnIpWrMN5JA1toIWI/kOqbT9C+JskTEKIGif3q58p3bgd9HoajL0TU3Ssv0Oq8QKatiChSXNK9uwka/HP2I8fIf/HJeTPW0ZA5zYE9rkcS4cWVXqnrKfUTt43CwCI6DMEXYDMRSnqLkmYhBA1iqfUTuHiVQDEXXczlsSmfo6o9tBoNAS2bENAi9beO2dXLMF2NJWS9dsoWb8NXaiVwN6XEdT3cgzR5z9syany5y7DU1CEITyS0O5XVMERCFFzScIkhKhRildtApcLQ0QUQe06nbW+qEij0RDctiPBbTtiTz9O/oY1FP6xDndeAQU/LaNg7q/eQTCvGXRBiZNyuymY+ysFP/8KQFTyVWjq2CCiQpxK3uFCiBrDXVBE3te/ABB6ea96MdZSdTPFxBE97BqirhxB0e7t5K9bRcnenRT/voHilE3eIQmuHog+8tzmfnMeyyDrP1/hOHAEgOBO3Qhs3b46D0GIGkESJiFEjZE7ax6e4hJMsfGE9ujt73DqFI1e72t1sh1NJWvxfEr27vQOSfD7Bgzx0WgM+hMPw0m///lcud0Ur1iHcrrQWMzEDL+O4I5dJbEVAEybNo1nn322XFmrVq3YuXMnADabjUceeYQvv/wSu91OcnIy7733HjExf45Yn5qayr333svSpUsJCgpi/PjxvPDCC+hrQAum/yMQQgjAtmMfxb9vAI2G6KtukGl8qpG5QSMa3nY3pakHyF4yn5L9e3AePn7O6wc0b0XMNTdhCAmtviBFrdSuXTsWLVrke35yovPwww8zd+5cZs+eTUhICJMnT+a6667j999/B8DtdjNixAhiY2NZuXIlx48f57bbbsNgMPDPf/7zkh/LqSRhEkL4nXK6yP70OwBCLu+FJSHRzxHVD5ZGTWh4+73Y04/hKixEuZwolwvlcuJxuXy/q5N+N8UnENyhi7QqiUrp9XpiYyve1Zqfn89///tfZs6cycCBAwH4+OOPadOmDatWraJnz54sWLCA7du3s2jRImJiYujcuTPPP/88jz/+ONOmTcNoNF7qwylHEiYhhN/lz12GKy0LXVAwkYOH+zucesc7V6W/oxB1wZ49e4iPj8dsNpOUlMQLL7xAo0aNWL9+PU6nk8GDB/vqtm7dmkaNGpGSkkLPnj1JSUmhQ4cO5S7RJScnc++997Jt2za6dOnij0PykYRJCOFXzuOZ5P+0FIDo4deiM8to3kLUNAUFBeWem0wmTKdMBt+jRw8++eQTWrVqxfHjx3n22Wfp06cPW7duJS0tDaPRSGhoaLl1YmJiSEtLAyAtLa1cslS2vGyZv0nCJITwG6UUOZ/NAZebgOatZRgBIapQ6rFItBbzRW3DU2oDICEhoVz51KlTmTZtWrmyYcOG+X7v2LEjPXr0IDExka+++gpLHZjWSBImIYTfFK/ciG3HPjQGPdEjR0u/GCFqqMOHD2O1/jmp86mtS5UJDQ2lZcuW7N27lyuvvBKHw0FeXl65Vqb09HRfn6fY2FjWrFlTbhvp6em+Zf6m9XcAQoj6yV1QRO6X3klbI/olYwy/+JGnhRDVw2q1lnucS8JUVFTEvn37iIuLo2vXrhgMBhYvXuxbvmvXLlJTU0lKSgIgKSmJLVu2kJGR4auzcOFCrFYrbdu2rfqDOk/SwiSEuOQ8DicZb32Gp7AYY3QsYVf093dIQoiL9Ne//pWrrrqKxMREjh07xtSpU9HpdIwdO5aQkBAmTpzIlClTCA8Px2q1cv/995OUlETPnj0BGDJkCG3btmXcuHG8/PLLpKWl8fTTTzNp0qRzStCqmyRMQohLSnk8ZP/nKxz7UtEGWogfc7uMuSREHXDkyBHGjh1LdnY2UVFR9O7dm1WrVhEVFQXAG2+8gVarZfTo0eUGriyj0+n46aefuPfee0lKSiIwMJDx48fz3HPP+euQypGESQhxSeV9s4CStVtApyP+xgkYI6P9HZIQogp8+eWXZ1xuNpt59913effdd09bJzExkXnz5lV1aFVC+jAJIS6Zwl/XUjB3GQCx19xIQJPm/g1ICCHOkSRMQohLwp1fSM7n3wMQ3n8I1s6X+zkiIYQ4d5IwCSEuicKlq8HlwtywEREDkv0djhBCnBdJmIQQ1U45XRQuWQVAaFI/GW9JCFHrSMIkhKh2xWs24ykoQm8NIbhtR3+HI4QQ500SJiFEtVJKUbjwdwBCLr9ChhAQQtRKkjAJIaqVffcBHAePgl5PaLee/g5HCCEuiCRMQohqlf/DEgBCOl+OLjDIz9EIIcSFkYRJCFFtbHsOYdu2F3RawvsM8nc4QghxwSRhEkJUm/wfvBNtWjtdjiEs3M/RCCHEhZOESQhRLez7D2Pbshu0WsL7SuuSEKJ2k4RJCFEt8r8/0brUsSvG8Eg/RyOEEBdHEiYhRJWzHzxK6R87QaMhvN9gf4cjhBAXTRImIUSVK+u7FNzxMowRUX6ORgghLp4kTEKIKuVIPUbphu2g0RDRV1qXhBB1gyRMQogqlf/DUgCC23fGGBXj52iEEKJqSMIkhKgyyumiZNN2AMJ6D/RzNEIIUXUkYRJCVBlH6jFwudEFBGKKjfd3OEIIUWX0/g5ACFF32PemAmBumIhGo7mgbZQeOUTB+tU4C/IIbNaKoLYdMITKoJdCCP+ShEkIUWXs+04kTAmNL3gbOSsWU7xjKwAle3aSOf97TPEJBLftQFDbjhgjo6siVCGEOC9ySU4IUWXKEiZLQuJZ6yqlKD18kLTvvsSRk+UrD738CsKbd6Vh96sIim0KGg32Y4fJWjSP1A/eQrnd1Ra/EEKcjrQwCSHOm/NYBob48i09rtwC3Nl5oNFgbpBw2nXdpaUUbF5H/rpVONKPA6ALCqJpyxEABBtaQr+WAMR06I+ztJC8Q9vIO7gZYkLR6HSAN+E6+ul0TA0SCO8zGJ3ZXA1HKoQQXpIwCSHOiyP1GJnv/w9dcCDRUyagNZu85Sdal4zRsWhNFZMXpRRZC38ib9UKlMsFgEavJ7xJZ6LCOpx2fwZLMFGtexLVuidKKTSHFACZxqOU7N9Dyf49lB46QMNxd6M1mar6cIUQApBLckKI8+DOKyT/p2UEdGmLNtDCsaffxHHY20pU1uHbcpr+S4WbN5D721KUy4UlLI6EpGvpOGYqjfuOJTCq0Tnt/+SO5BElUTQZcCtaswVb6gGOfvEfPA77xR2gEEKchiRMQohzolxu8r5fhOPgUYIH9iT6wfEE9+vO8Wn/wnksA/v+M3f4tqcdAyCuyxDaXPsI0W17ozcFXHA8Wr2R8KZdaDnkbrQmM6WH9nN0xkd4nI4L3qYQQpyOJExCiHOi3G6CByahDQ4k5/PvAQi5agBx0+5HGxSA45A3ITpd/6Wo5KtoNXIysZ0GXfCQA5UJjGpEiyvvQmM0UXpgD3lrVlbZtoUQoowkTEKIc6I1GTEmxBL3f/eBXkfeD4tRHg/GhDh01iC0Qd7WIndJ8Wm3ERTTBK2u6rtOBsU0JqZNHwCcJ91xJ4QQVUU6fQshzqhk/VaMjRuijwhFOZxojAYM0RE4j6Sj0Wq9HbE1GvQxkbiz8yj4Yx2WhMa+u9kcOdlodDrC80KqNc6QhNa4os2Y4xtW636EEPWTJExCiHI8pXa0FhONG2biLnWycd4v6NvEw/Vj0RgNeBxO0GjQmIx4HE60RgO2PYdwHkkDoHjnNg7s2UnDOyZhDI8kZ9kvFPyxHmf3q7DGt8RZWkhQbNMqb2kKimmCSmxapdsUQogykjAJIQDvHXB5cxZh2/AH3T++A7Cgsxjo/NpN/PHILAzvTCeydwuOb8jDfuAw1qF90BoN2A8cIeOVDzG3a07pxh3oQ8IIbNGarAU/En3VjRRs2wxKYQqOYOePb+NxOdAZzYQ0ak9Y4w5YG7RCqzf4+/CFEOKMpA+TEPWcx2Ynb84ijj3xMkXLVuMqsJH1+x7fcn2Qia7/vo3AppHkbzlCUGApTcd2JuiKriini8x/fU5gz06E3eQdeNKRcRy9NRSPzUbp/t3gdGAMCsfasA2Neo0GwO2wkbN3HfsWfcwfM6eyf+kX5Kduv7jjcDmwHTtM6eGDF7UdIYSojLQwCVFPKbebohXryP9uEe78QgCCW8fS9O5+hHas2A+o2d398LjcaPW6EyWZ7HhhHrqQYMJvv85bZDSgHE4c2RlodHryN64FILxZF7Q6HREtutFE0478/FQyMreSmbUNuz2f3P0bAUVIo7be2JTytkQZzn0gytLcdFI/fRO9NZSmf33mgl8XIYSojCRMQtQzSilKN+0gb/Z8nMcyADDHhdBkYh+i+rU84y3/Gp23UVp5FM68EuwZBTS7pQvRjbI5kBqBMSEOx75U8lb9RlTySDJ/+RGA4PiWFGceJr4gGjRaQkMbExramBbNh1NQcITMrG2EBTXz7ceWm8bun9+n5fD7sITFntNx6Yze0cU99tILel2EEOJMJGESoh5RSpH7xQ8ULk4BQG81kzguifiRndAadGdZ+8+RtjVaDfogE8qjMIZ6hxNo0iibrOgIHPtSMUZEotEbwONBazCxd8GH6E0WDrg1NG82jOioDmg0GjQaLSEhjQgJOTHS9z7vSN3ZBzbgshVzYNkMWl/94Dl1ENcZLQB47HaUx4NGKz0OhBBVRz5RhKhH8r9d6E2WNJBw0+X0+GwiDa+97JySpQq0GkwRQRz+eh229AKO/bQZ++4DAOhDwijYtA7QoNUZUG4nGqfCbs9n2/YvWb/hfVyu009j0iC+B3pzEKU5xzi+ceE5hXPy5TuP3Xb+xyOEEGcgCZMQ9YT94FHy5y4FoOXDV9L0rr7ogypOknuutHodbZ+5Co1Ww/bnfiTz112YmnpH+S45sBt3cRHGqGjCm3cDwGgK9q1bWHQct/v0U5hotToMGm8CZMvPOKd4jqz1Xv7Tmkze1i0hhKhCtS5hevfdd2ncuDFms5kePXqwZs2aM9afPXs2rVu3xmw206FDB+bNm1duuVKKZ555hri4OCwWC4MHD2bPnj2n2ZoQtZPyeMj5bA54FFEDWhE3vGOVbbv9c6No+8xVdHxxNN3+Phhzuxbg9uDMzyX+ljuJad8XNFqKio6R2GgAZnMYnTrejumkBKqMy2Vn1+7vWbXmDUpLszEEhpLQc9RZY8jYtoLM7b8DEHPtWLQGSZiE8JfzPU/XFuedMI0fP57ly5dXRyxnNWvWLKZMmcLUqVPZsGEDnTp1Ijk5mYyMyr+Brly5krFjxzJx4kQ2btzIqFGjGDVqFFu3bvXVefnll3n77beZPn06q1evJjAwkOTkZGw2adIXdUfRsjU49h9GF2Ck2T39q2SbHpeb4gNZpC/aztEfN5G7yTv5rnV43xMVPIDC1tpKRIuuABw+soLwsBaEh3k7eCvloaTkz6lMiloGkZG/E6ezGENACC2S78IYePYRwl0JwWj0eiKvHElw26pLBoUQ5+d8z9O1iUYppc5nhVGjRjFv3jwSExOZMGEC48ePp0GDBtUVXzk9evTg8ssv55133gHA4/GQkJDA/fffzxNPPFGh/k033URxcTE//fSTr6xnz5507tyZ6dOno5QiPj6eRx55hL/+9a8A5OfnExMTwyeffMKYMWPOKa6CggJCQkJIeH8aWsuFX+IQojq48wtJ+9uruIrsNJ80gAbXXnbe23AV2ynen0nRvkyK9mVQtC+T4gNZKKfbV8do0dH187sxhgaw4trpeAqLCWrXCXdJCY5jx3DbvXPMde44AY1GS3rGZjKztqN00HHsVDRabz+qnP0b0RktWONb+MrOpDDR2xHdkZ2JITyySif2FaKquW029v3zKfLz87FardWyj6o8J3lKbRy+d9o5x3u+5+na5LzvkpszZw6ZmZl8/vnnfPrpp0ydOpXBgwczceJErrnmGgzV1BTucDhYv349Tz75pK9Mq9UyePBgUlJSKl0nJSWFKVOmlCtLTk5mzpw5ABw4cIC0tDQGDx7sWx4SEkKPHj1ISUk5bcJkt9ux2//ssFpQUHChhyVEtcudNQ9XkZ2gFtHEX935nNdz5Baz/9/Lyd92FNvx/ErrmAL1xLYKJj/dRt7RUg7PWkPTO/tiap5I6cbtFG3fjNZkwWMvAY0WlIdNmz8utw2dNgB7QRbm0BgAwpt2Oaf4XPYSlMcNeD/EjRFR53xsQojzc+p5zmQyYTKVHyftQs7TtckFDSsQFRXFlClTmDJlChs2bODjjz9m3LhxBAUFceutt3LffffRokWLKg00KysLt9tNTExMufKYmBh27txZ6TppaWmV1k9LS/MtLys7XZ3KvPDCCzz77LPnfQxCXGq2HfsoXrkRNNDiwSt94yidjbvUyZa/fUfR7nRfWUismbjWVmJbWX0/wxoGoNVq2P1bBp/ds5a0HzbScHQ3ur8yjBXXHMRTXIJyOwHQGcyEJrYne88adKYAQhPbE9ak0zm3JJ1MeTwcWPoFJYVpxAdPwNyg0XmtL0R9YDxsRGc2XtQ23DYPAAkJCeXKp06dyrRp08qVXch5uja5qHGYjh8/zsKFC1m4cCE6nY7hw4ezZcsW2rZty8svv8zDDz9cVXHWKE8++WS5lquCgoIKbyYh/E25XGR/NgeA+JGdsLY+twEgldvDjn/OpWh3OgFhRq5/oRMN24cSEHr6D95GncNI6BjK4c15pP5vNS3uH0T0oxNJm/YvlNOJNigYd1Eh5rBY2l73KOaQqPNOkk52fOMCCo7uQmMwoNFd+HaEEOfm8OHD5S7Jndq6VB+cd6dvp9PJN998w8iRI0lMTGT27Nk89NBDHDt2jE8//ZRFixbx1Vdf8dxzz1VpoJGRkeh0OtLT08uVp6enExtb+YkgNjb2jPXLfp7PNsH7RrFareUeQtQ0BT+vwHU8E0NoAE0m9j7n9fb9+1eyU/ahN2q59e2utOwdfdpk6dj2fGY9upEXrliA0+btz5Q+9w9s6QW06m3Ecpl3qhO91dtxO33LUkzBEReVLOWlbuP4Ju/YTDFX34Ap9tL0oRSiPjv1nFdZwnQh5+na5LwTpri4OO666y4SExNZs2YN69at45577imXNAwYMIDQ0NCqjBOj0UjXrl1ZvHixr8zj8bB48WKSkpIqXScpKalcfYCFCxf66jdp0oTY2NhydQoKCli9evVptylEbeDMzKHgR+/7utm9/c95vKWj323g6LcbALj+hc406hJeab1DG3L46M5VvHfjb2z5+RhuN6TtLiS6eRBul+LQF6sACB3l7R/oOH4UXbAVV2khmTsvvC+DLS+DAytmerfdozfWTt0ueFtCiKp1Iefp2uS8L8m98cYb3HDDDZjNp/8ADg0N5cCBAxcVWGWmTJnC+PHj6datG927d+fNN9+kuLiYCRMmAHDbbbfRoEEDXnjhBQAefPBB+vXrx2uvvcaIESP48ssvWbduHR988AHgnebhoYce4u9//zstWrSgSZMm/N///R/x8fGMGjWqyuMX4lIp/OU3PA4XoZ0TiB7Y+pzW8Thc7Pv3rwAMur8l7ZPjKq/nVnw0cTVup7dvQ98BJqwhGn6aY8MU5P1IyVi8g1aPDKFlLwP53TpQsm4LhtBw3IUFHFn9PdaGrbCExlS6/coopTi2/mfSt/2KcrkwJzQmKvnqc15fCHFpnO08XZudd8I0bty46ojjnNx0001kZmbyzDPPkJaWRufOnZk/f76vg1lqairak+aP6tWrFzNnzuTpp5/mqaeeokWLFsyZM4f27dv76jz22GMUFxdz9913k5eXR+/evZk/f/4ZE0IhajpXdi4AUf1bn/Nt9hqDjoDECIr3ZXKmNTRaSLqlMb99sh+APzY4iIr2XmIzmL0/LQ1CffWDh1xBybot2NOPEzXiOjLnfYejdRguk4bgQ4rsPetwO0qxNmyNyVr5sABFjbWU/FGEcrmwJDYl7sbb0OhlKkwhapqznadrs/Meh0lUJOMwiZom7e/vY997iLZTryaqz7nfsZq+eAc7X5hHYLiRvy4ciMF0+r5Gh//I5Yfnt3J855+3G0c1CyRzXzHN7htAw+u84z0dSI3g6F9fwp2TT+z1t6IPCiag6Z8xHXr/NezHjwJgDI4gpGErrA1b47IVExSdiLOTt++DsyAP+/FjBLZsI2MtiVrrUo7D1Oypf6K7yC//lyLe2kK+oglRB7mLvINEGkIs57VeVL+WHPjvCoozCtn0w1Euv+H0t+sndArjni+vYM2Xh1j6773Et7Gyd2UWOoOWmEFtfPU0Wi2B3TtRMH85RTu2EH/TeN8ypRTBHbqgNVsoTT2AozCbzB0rydyxEoCgNh2I7+RtyjdYQzFYQ8/reGoCpRTK6cBdWoKntAR3SQnuUu/Dc9Lv7tJiUApjeCSGyGiMJx66wCBJEIWoASRhEqIO8hSWAOefMGn1OhqO7sq+95fx2yf76XpdAlrd6U/WOr2WpFubkHRrE378xxb2roTwpOYYQizsfOlnMpbsJHTMCAJ6ehOm4j3b8dhtaE3eb70ajYbw3gMJ7z0Qj91OyYG9FO/dScmenSi3C3OjJiilak3CoJTCmZuD/dhhbMePYD92FPvxI7hLis95G6fW1JrNGCOiTyRRURgjozFFx2KMqv2XOISoTSRhEqKOUW43npJSAAzW80uYAOKGd+DQF6vIPlTMzqXptB189tuBnXY3m+ceByB2WAdvHEqh3B5wuTEmxqOPicSVnkXRrm1YO3atsA2tyURQ63YEtW533jH7g/J4cGZn+hIj2/Ej2I8fwXO6eSh1OrSBFnRBAWiDAtAGWtAGBpwoC0Qb6P1bOdMycaZl4TqeiSsrF4/Nhu1oKrajqeU2F9C8NVFDr8YUXftv1xaiNpCESYg6xlNcCie6Jhqs599/QWcxEn9VJ1Jnrmb5R/toMyjmrC082xenUVrgxBQVTNhl3st4Wr23/5Nyu9FoNAT27ET+94sp3Lyx0oSpNnDm5XpbwPbuomT/7sqTI70OY0IcxsR4jIkNMDZugCE2Co3ZeN4tZcrhxJmRjfN4Jq7jmb5kynHoKCV7d3Lovd2EdEsickAyusCgKjpKIURlJGESoo7xFHkvx+mDzec8FcqpGozqwrGv13Jkcx5rZ6cS0SgQrU6DTq9Bq9ei1Wm8jxPP1832tn7EDm3n26dG7/2p3N4BLQO6dyT/+8UU795O6n/eJqxXP4LadECjvbAYLwWPw0HpwX2+JMmRVX7GdY3RgLFRvDc5atwAY2I8hvgYNPqqGX1cYzRgbBiLsWH5ViRnWha5s+ZRunE7+Wt+p2DLeiL6DiGsR2+5e1CIaiL/WULUMe7CEx2+L+ByXBljeCBRg9txfN4Wfnhu6zmto9FAbPKfQ3b4Wphc3oTJ2CCGkGsGkT93GbbDBzk+6yCGsAhCk/oS0qU72hoy1YI9M53iXdu9rUip+8Hl+nOhRoOpWSPMHVpg6dAKY+MGfkn4DLGRRD94G7Yd+8iZ+RPOw8fJ+uUH8tf+TlTy1QS2bl9r+n0JUVtIwiREHeM5cYec/gIux50scVwStvQCnPmlKLenwsPjKvvd21cp9sq2mGND/txAWeuW2+MrCr32SoIH9KRwcQqFS1bhzM0mc953ZP86nwZj78TSqMlFxXwx7GlHyVw4l5I95ScJ1UWEYmnfEnP7FljaNvf1NaoJzG2aEffs/RStWE/eN7/gzMnm2P8+Jrh9Z2JvGCdJkxBVSBImIeoYbYD3hF5yKBtXkR190IW13Jiigun40vUXtK671EHW8l0A6MLKj92iCw0mdPQQrCP7U/z7Bgp++Q1XehbpP8wm8b6/XvIWG2duDllL5lO4eb2375dWi7ltcywdWmLp0BJ9XFSNTjw0Wi3B/S4nsHtH8ucto2DerxRu3URor35YGib6Ozwh6gxJmISoY0ytmmCIj8Z5LIPjczeTcNPllzyGQ1+swp5ZhD4qnKB+3SutozUZCR7Yk4DuHTn22Ms4MtIo2LSWkMt6XJIY3SXF5CxfRO6a38D1Zz+r0NFDMMREXpIYqpLWYiJsdDLu7DyKV24kf90qSZiEqEI1t7elEOKCaLRarMP6AnDk2/V4HK6zrFG1ig9lc+Tr9QCE3XIVWqPhjPV1QQGEXDUQgKzFP+Nx2Ks1Po/DQc7yxex/6x/krvwVXG7MbZoRO3UyUffdXCuTpZMF9fcmnIVbN+C2lfo5GiHqDkmYhKiDApM6owuz4sguJn3xjku2X6UUe99ZgnJ7sHRuQ0DnNmdfCQge3AtdZBjuwgJyVy6vntjcbvLXr+Lg2y+QtWguqtSGISGO6EfuIPqxOzE1aVgt+73UTC0SMcRHoxxOCjdv8Hc4QtQZkjAJUQdp9HqsQ3oDcPirtSjPpZkyMnPZLvI2pqI16gm75apzXk9j0BN2fTIAOSsX4yoqrLKY3DYbeetSOPTeq6R//xWugnx0EaFE3H0Tcc/ej6VDyxrdR+l8aTQaggZ4W5ny1q5EpgsVompIwiREHRXUvwe6QBOlh3PJTtlb7ftzlTjYN/1XAIJHDMAQFX5e6wd074ixSUOUzUH20l8uKhalFKWHDpD23f/Y/+pUMn6YjSMzHW1gAGFjR9Dgxb8S1KtLjR4D6mIE9uqCxqDHkX4c25HUs68ghDiruvlpIYRAazEROCAJgNQv11Z7S8Ohz1fiyC5CHx1ByIk+VOdDo9USNmY4APnrV+HITD/vbbiKCsn5bSmH/vUSh//7Lwo2rkU5nOjjogi9aTgNXn4Ua3IfNIa6fb+LLjCAgO4dAchft9LP0QhRN9TtTw0h6jnrlVdQ+MsKCnccJ3/LUUI7Vk8/neIDWRz5xttfJvzWq9GcpaP36ZhbNcXSpQ2lG3eQ8fP3RPS/Eq3JhNZkRmv0/tToyo+irTweSvbuIn/Daop2bfWN+6QxGgjo0ZGgvt0xNW9Upy67nYvgAT0o/n0DhVs3EpV8NbqAQH+HJEStJgmTEHWYLiSYwCu6UbRsNYe/XFMtCZOryMaOF+eBR2Hp2g5Lx1YXtb2wG4ZR+scuSvbupGTvzgrLNXq9L3nSmky4iotwFxb4lhubJhDU93ICe3REa7m4wTtrM2OzRhgaxeFMPU7+xrWEX9Hf3yEJUatJwiREHWcd2oeiX1eTs+YABz9bSeK4pCppbfE4XBz78Q8OfbEKV6ENrUlP+NiRF71dQ3w0YWOGU/TbelSpHY/NjrLZUU7v8AjK5cLtcuEuKfatow0MILBXF4L6Xo4xIfZ0m65XNBoNwf17kPPZHIq2bZKESYiLJAmTEHWcITaS0OuSyfvmFw59loIzr4TmkwZe8MS8yqPIXLaTAx/9ji0t37uP+GjCbr0afWRYlcRsHdLbd5efb78uty95OvknaDC3bHzBlwHrMl24d6oauVNOiIsnCZMQ9UDIVQPQWszkzPieYz/8gTO/lGb39McUFXxe28ndmMr+/yynaLe3Q7YuNJiQa68kqHfXCn2LqppGr0MXFABBAdW6n7pEOZwAaA1GP0ciRO0nCZMQ9UTw4CS01kCyP/iSzF93k/nrbkxRwVjbxmFt1wBr23iCmkeh1VdMfIr2Z3LgwxXkrDkAgC7ASPDQ/gQn90ZrkpNxTaXsDgA0Bml9E+JiScIkRD0S2L0j2qAA8mbPx3HoKPbMQjJ/LSTz190AaI16glvFYG0bj7VtPOa4EI58s570BdtAgUanJWhAT0KuHojOGuTnoxFnIy1MQlQdSZiEqGcsbZtjmToZj82O48AR7HtTse89hH1vKp7iEvK3HCV/y9EK69XmiWnrK8+JhEkjCZMQF00SJiHqKa3ZhLlNM8xtmgHejsGutCxf8mTfewjnsQxMLRsTduMwTM0a+Tlicb6Uw3tJTlvHB+oU4lKQ/yIhBOC9Dd0QF4UhLoqgPt0A76CQdXX6kPpA2aWFSYiqIp+EQojTkmSpdpM+TEJUHfk0FEKIOqrskpzcJSfExZOESQgh6iClFPa9qQAYQqtmQFEh6jNJmIQQog5yHknHeSwD9DoCW7XzdzhC1HqSMAkhRB1UsnEbAIHN26AzW/wcjRC1nyRMQghRB9n3HAIgoFkLP0ciRN0gCZMQQtQxyuPBsc/bf8mS0MTP0QhRN0jCJIQQdYzzeCaeEhsagxFTTJy/wxGiTpCESQgh6hj7Xu/lOHPDRmh0FSdTFkKcP0mYhBCijilLmCwJjf0biBB1iCRMQghRx9j3ePsvmSVhEqLKSMIkhBB1iDMjG1daJgCWhEQ/RyPE6TVu3BiNRlPu8eKLL5ars3nzZvr06YPZbCYhIYGXX365wnZmz55N69atMZvNdOjQgXnz5lVLvJIwCSFEHVK4OAWAgOat0QUE+jkaIc7sueee4/jx477H/fff71tWUFDAkCFDSExMZP369bzyyitMmzaNDz74wFdn5cqVjB07lokTJ7Jx40ZGjRrFqFGj2Lp1a5XHqq/yLQohhPALj81O0fJ1AIT17OPnaIQ4u+DgYGJjYytdNmPGDBwOBx999BFGo5F27dqxadMmXn/9de6++24A3nrrLYYOHcqjjz4KwPPPP8/ChQt55513mD59epXGKi1MQghRRxT/vgFVasMQEUVA81b+DkfUIQUFBeUedru9Srb74osvEhERQZcuXXjllVdwuVy+ZSkpKfTt2xej0egrS05OZteuXeTm5vrqDB48uNw2k5OTSUlJqZL4TiYtTEIIUQcoj4eChSsBCO3ZG41Wvg/Xd8GHFTqjuqhtuB3e9RMSEsqVT506lWnTpl3Uth944AEuu+wywsPDWblyJU8++STHjx/n9ddfByAtLY0mTcoPvBoTE+NbFhYWRlpamq/s5DppaWkXFVtlJGESQog6wLZtL660TDQWEyGdL/d3OKKOOXz4MFar1ffcZDJVWu+JJ57gpZdeOuO2duzYQevWrZkyZYqvrGPHjhiNRv7yl7/wwgsvnHb7/iQJkxBC1AEFC38HIKRzD7Qms5+jEXWN1WotlzCdziOPPMLtt99+xjpNmzattLxHjx64XC4OHjxIq1atiI2NJT09vVydsudl/Z5OV+d0/aIuhiRMQghRyznTMrFt3gUaDaE9evs7HFGPRUVFERUVdUHrbtq0Ca1WS3R0NABJSUn87W9/w+l0YjAYAFi4cCGtWrUiLCzMV2fx4sU89NBDvu0sXLiQpKSkizuQSshFbiGEqOUKT/RdCmzZFmN4pJ+jEeLsUlJSePPNN/njjz/Yv38/M2bM4OGHH+bWW2/1JUM333wzRqORiRMnsm3bNmbNmsVbb71V7lLegw8+yPz583nttdfYuXMn06ZNY926dUyePLnKY5YWJiGEqMXchcUU/b4ekKEERO1hMpn48ssvmTZtGna7nSZNmvDwww+XS4ZCQkJYsGABkyZNomvXrkRGRvLMM8/4hhQA6NWrFzNnzuTpp5/mqaeeokWLFsyZM4f27dtXecySMAkhRC2W++VclM2BKbYBlqYt/B2OEOfksssuY9WqVWet17FjR1asWHHGOjfccAM33HBDVYV2WnJJTgghaqnS7Xsp/n0DaDREXzUajUbj75CEqLMkYRJCiFrI43CS88l3AIR2vwKLTLQrRLWShEkIIWqh/O8X48rIRm8NIWLQcH+HI0SdJwmTEELUMo7Dxyn4eTkA0SNHozPLuEtCVDdJmIQQohZRHg/ZH38LHg9BbTsS1Lrq7wYSQlQkCZMQQtQihUtW4dh/GI3FRPTwa/0djhD1hiRMQghRS7gLisj7ZgEAUYNGoreG+DkiIeoPSZiEEKKWyJ09H1VqwxTXkJBuVT/1g6heHoeD3JRl/g5DXCAZuFIIIWoB256DFK9YB0D0iGvRaOX7bm1StHMrGfO+w5WX6+9QxAWShEkIIWo45XKR8/G3AFgv646lURM/RyTOlSMnm8x531G8ezsA2jArntwCP0clLoQkTEIIUcMVzFuO81gGusAgooZc5e9wxDnwOJ3k/raEnN8Wo5wu0OmwDu1D8JW9OPrQP/0dnrgAkjAJIUQN5kzLIu+HJQBEDb0GXUCgnyMSZ1O8ZwcZc7/DmZMFgLlNM8LHXYMhPhpPqc3P0YkLJQmTEELUUEopcj79DlwuApq1JLjjZf4OSZyBMz+XzJ/nULR9CwC60GDCxowkoEdHmeevDpCESQghaqjilRuw7diHxqAn+qrr5aRbQymlyFu9gqxFc1EOJ2i1BF/Zi9BRg9FaZBT2ukISJiGEqIHchcXk/m8uABH9hmAMj/RzRKIyHqeTjB9nU7DJewejqWVjwseNwpgQ6+fIRFWThEkIIWqg3Fnz8BSVYIyOJeyKAf4OR1TCVVjAsS8/wXb4IGi1hI0ZTvCVV0hLYB0lCZMQQtQwth37KP5tPWg0xFx9Ixqdzt8hiVPY049x9IsPceXnoQ0wE3nfLVjat/B3WKIa1ZqRz3JycrjllluwWq2EhoYyceJEioqKzriOzWZj0qRJREREEBQUxOjRo0lPT/ct/+OPPxg7diwJCQlYLBbatGnDW2+9Vd2HIoQQp6VcLrI//Q6AkG5JWBo19m9A9Zi7uAhnfh5KqQrLXE31eJQLfWwksc9MkmSpHqg1LUy33HILx48fZ+HChTidTiZMmMDdd9/NzJkzT7vOww8/zNy5c5k9ezYhISFMnjyZ6667jt9//x2A9evXEx0dzRdffEFCQgIrV67k7rvvRqfTMXny5Et1aEII4VOwcCWutCx0QcFEDh7h73DqrexfF5G/biW6wCCMkdGEXNaDgKbepMjeyIGeUGL+egf6iDC0gRY/RysuhVqRMO3YsYP58+ezdu1aunXrBsC//vUvhg8fzquvvkp8fHyFdfLz8/nvf//LzJkzGThwIAAff/wxbdq0YdWqVfTs2ZM77rij3DpNmzYlJSWFb7/9VhImIcQl5y4oIv+HxQBEDh6BziInYn8o2LyBgj/W0XD8PbgK8inatY1jX35C4r1T8HQK9tUzNqp47hF1V624JJeSkkJoaKgvWQIYPHgwWq2W1atXV7rO+vXrcTqdDB482FfWunVrGjVqREpKymn3lZ+fT3h4+BnjsdvtFBQUlHsIIcTFyvtmAarUjim+IdbO3c6+gqgWztxsTNGxGCOjCWjagqjkqzG1bcLRbz/xd2jCj2pFwpSWlkZ0dHS5Mr1eT3h4OGlpaaddx2g0EhoaWq48JibmtOusXLmSWbNmcffdd58xnhdeeIGQkBDfIyEh4dwPRgghKuE4dIyi5WsBiB42SibX9SN3SQlaownl8QDgaOwi8q4bcWXnUjB/hZ+jE/7i1//IJ554Ao1Gc8bHzp07L0ksW7du5ZprrmHq1KkMGTLkjHWffPJJ8vPzfY/Dhw9fkhiFEHWTUoqcmT+CUgR36IIlsam/Q6rXglq1pXDLBhyZadgbOVAeD1qLmdDRyRQtX4vH7vB3iMIP/NqH6ZFHHuH2228/Y52mTZsSGxtLRkZGuXKXy0VOTg6xsZUPDhYbG4vD4SAvL69cK1N6enqFdbZv386gQYO4++67efrpp88at8lkwmQynbWeEEKci9IN27DvOoDGoCfyypH+DqfeC2jagsBWbTk+/yviLr/P19qnCw1GYzahSu1gMvo5SnGp+TVhioqKIioq6qz1kpKSyMvLY/369XTt2hWAJUuW4PF46NGjR6XrdO3aFYPBwOLFixk9ejQAu3btIjU1laSkJF+9bdu2MXDgQMaPH88//vGPKjgqIYQ4d8rpInfWzwCE9RqAITTMzxEJgND7RnHsqTfI+d9PWAf3Qh8VDm4P2gCz3BVXT9WKu+TatGnD0KFDueuuu5g+fTpOp5PJkyczZswY3x1yR48eZdCgQXz22Wd0796dkJAQJk6cyJQpUwgPD8dqtXL//feTlJREz549Ae9luIEDB5KcnMyUKVN8fZt0Ot05JXJCCHGxChetxJWRjS4omPDeA/0djsA7bICOQKIfGEf2Z3Ow79yPPjaKknVbibj9WjSGWnHqFFWs1vzVZ8yYweTJkxk0aBBarZbRo0fz9ttv+5Y7nU527dpFSUmJr+yNN97w1bXb7SQnJ/Pee+/5ln/99ddkZmbyxRdf8MUXX/jKExMTOXjw4CU5LiFE/eUuLCbvhyUARA4ejlYu9fudvdGf/ZNMzROJuvdmnGmZOI+mEzp6CIboCD9GJ/xJoyobwlScl4KCAu/dcu9Pk5mphRDnLO/7ReR/twhTbAMa3fOw3BnnJ46sDNJ//JrwB25EH2at1n15Sm0cvnca+fn5WK3Vs6+yc1Lncf9AZ7y4c5LbYWPT53+r1nhrC/nvFEIIP1AeD0Ur1gMQdkV/SZb8pOTgPlL/+zalB/aS88X3/g5H1GC15pKcEELUJbad+3Fn5aI1mwlq28Hf4dRLBX+sJ+37L8Hlxtg0gYjbRvk7JFGDScIkhBB+ULxiHQDBHS5Da5Bb1C8lpRQ5vy4ke8l8AAK6tSfi7pvQGg1+jkzUZJIwCSHEJeYpLqVk3VYAQi7r7udo6helFFkLfiT392UAWIf3I/T6ZLkkKs5KEiYhhLjEilf/gXK6MEbHYoqXqZUuFW+y9JMvWQq79Wqsg3v5NyhRa0jCJIQQl1jRictxIZf1QKPR+Dma+kEpRdbCn8j9fSkA4beNInhgTz9HJWoTaYMUQohLyHE4DceBI6DTEtypq7/DqRe8ydJccn87kSzdeo0kS+K8ScIkhBCXUNFv3taloFbt0AcG+Tmauk8pRdaiueT+5h0gNPzWawgenHSWtcSl8I9//INevXoREBBQbs7Xk6WmpjJixAgCAgKIjo7m0UcfxeVylauzbNkyLrvsMkwmE82bN+eTTz6psJ13332Xxo0bYzab6dGjB2vWrDnveCVhEkKIS0S53RSv3AiAtUvl82CKqqM8HrJ++YHcFd5kKeyWqyRZqkEcDgc33HAD9957b6XL3W43I0aMwOFwsHLlSj799FM++eQTnnnmGV+dAwcOMGLECAYMGMCmTZt46KGHuPPOO/nll198dWbNmsWUKVOYOnUqGzZsoFOnTiQnJ5ORkXFe8UrCJIQQl4jzSBqewmK0JjOBzVv5O5w6TbndpH33P3JX/gp4kyXrlVf4OSpxsmeffZaHH36YDh0qH4dswYIFbN++nS+++ILOnTszbNgwnn/+ed59910cDu8UNtOnT6dJkya89tprtGnThsmTJ3P99dfzxhtv+Lbz+uuvc9dddzFhwgTatm3L9OnTCQgI4KOPPjqveCVhEkKIS8S2+yAA5oTGaHQ6/wZTh3kcdo7O+C+Ff6wHrZaIu26QZOkiFRQUlHvY7fZq32dKSgodOnQgJibGV5acnExBQQHbtm3z1Rk8eHC59ZKTk0lJSQG8rVjr168vV0er1TJ48GBfnXMld8kJIcQlYt9zCABLYhM/R1J3uYuLOPrFh9iOpqIxGoiafCuWjvWzNc96wI5ef3F3Ybpc3sQoIaH88BdTp05l2rRpF7Xts0lLSyuXLAG+52lpaWesU1BQQGlpKbm5ubjd7krr7Ny587zikYRJCCEuAaUU9hMtTJZGkjBVB2d+Lkc+/TfOrAy0gQFEP3w7puaN/B1WnXD48OFyk++aTKZK6z3xxBO89NJLZ9zWjh07aN26dZXGdylIwiSEEJeAOysXd14B6LSYG8hJvKo5c7M5/PH7uPJy0IWHEPPXiRjio/0dVp1htVrLJUyn88gjj3D77befsU7Tpk3PaZ+xsbEV7mZLT0/3LSv7WVZ2ch2r1YrFYkGn06HT6SqtU7aNcyUJkxBCXAK2E5fjzLEN0Rpl7riq5MjO5Mgn7+PKz0MfE0nMY3eijwj1d1j1UlRUFFFRUVWyraSkJP7xj3+QkZFBdLQ3+V24cCFWq5W2bdv66sybN6/cegsXLiQpyXs3pNFopGvXrixevJhRo0YB4PF4WLx4MZMnTz6veKTTtxBCXAL2PQcB6b9U1RyZ6Rz+6F1vshQXRcyTd0uyVEukpqayadMmUlNTcbvdbNq0iU2bNlFUVATAkCFDaNu2LePGjeOPP/7gl19+4emnn2bSpEm+S4L33HMP+/fv57HHHmPnzp289957fPXVVzz88MO+/UyZMoX//Oc/fPrpp+zYsYN7772X4uJiJkyYcF7xSguTEEJcAmUJk1n6L1UZe/pxDn/+Pp7CIgwNY4h59E50IcH+Dkuco2eeeYZPP/3U97xLly4ALF26lP79+6PT6fjpp5+49957SUpKIjAwkPHjx/Pcc8/51mnSpAlz587l4Ycf5q233qJhw4Z8+OGHJCcn++rcdNNNZGZm8swzz5CWlkbnzp2ZP39+hY7gZyMJkxBCVDN3cQnOo95B8qTDd9WwHT/Ckc+n4ykqwdAozpssBQf6OyxxHj755JNKR+U+WWJiYoVLbqfq378/GzduPGOdyZMnn/cluFNJwiSEENXMmXoclMIQFo4+SFpALlbJvt0cnfUxymbH2KQh0Y/cgS4owN9hiTpOEiYhhKhm7vxCAPQhYX6OpPYr2LyBtO/+B243ptZNiX7gNrQBZn+HJeoBSZiEEKKaufO9nVildeni5P6+jMxffgAgoHtHIu+6EY1BTmPi0pB3mhBCVLOyFiadJEwXRHk8ZC34idyVywAIvrIXYWNHotHKjd7i0pGESQghqpm7wNvCpAuUhOl8eVwu0ud8SeHmDfD/7d1/WJRlvj/w9wwwMyDODCAwoKCoJa56hMVArM1MNvTUSTqWRVlpqEvKtl6ahVli7W6tP/JHrml7Sj16VZpux3bzRxHmOSaIyjcN5Uf+QEVkQIUB5MfMwNzfP4hZR5ARnJkH8P26rrl0nrmf5/k898UF7+ue+7kfANopE6Ge+CBksjt75AdRRzEwERE5WUtgcu/NwNQRTQ31uPz5ZtQXnQbc5PB7aTK874+Suiy6SzEwERE5maXlKzmOMN02c7UBJVv/C6ayUshUiuaH6A6/V+qy6C7GwERE5GSc9N0xxnI9Srb+DY1VBrhpeiNg3jQo+veVuiy6yzEwERE5kbBY0FTzyxwmBia76orO4PL2jbDUNcBd54/A+dPh7u8rdVlEDExERM5kqasHmiwAAPde3hJX07VVn8iB/qttQGMTlIP7w3/uC3Dz5urd1DUwMBERuQrv7GqTEALXvv8GFQe+BQB4RQ2D3++egVzhIXFlRP/CwERE5ERyldL6f4vJCDdPPsLjRhazuXnZgNzmZ4Gp/30stE/Gc40l6nIYmIiInEjm7g6ZhzuEuREWYwMD0w0ar9fg8ueb0FB8HnCTw/eFJ9B77H1Sl0XUJgYmIiInk3mqIMzXYTE2SF1Kl1FffAGl2/8bjdUGyHt5wj9lKlRDB0ldFtEtMTARETmZ3FMFS/V1WBoYmIQQqDqaifK9u4CmJrjr+iDgDy/CI8hf6tKI2sXARETkZHLP5nlMTXf5CJPFZETZP3ZYH3PiNWo4/JKehNxTJXFlRPYxMBEROZnsl8BkMRolrkQ6pqvluLxtM0zlekAuh8+Uiegd/wCfCUfdBgMTEZGTyVXNIyh36xymmryfoN/1OUSDEW6a3ugz+1mohoRJXRZRhzAwERE5WctXcnfbHCbR1ISr3+1G5aEDAADlvQPQZ/azcNeqpS2MqBMYmIiInEzeu3m16saqSokrcZ3G6zUo/WIL6s+fBQCoJ/wG2icnQObuJnFlRJ3DwERE5GTKwf1R880PqDt3WupSXKL+4nmUfvHfaKyugkylgN9LT6JX9L9JXRbRHWFgIiJyMtXQgYBMBtOVMjTWVMO9d8/8SspiNuPa99+g8tD3gBBwD/JHwO+fh0dwgNSlEd0xBiYiIidz8+4FRWgwTBdKUHfuNNQjo6QuyeHqiy+gbNc2mK6UAQC8RkfA78UnrPO3iLo7BiYiIhdQ/WrQL4Hp5x4VmJpHlfY1T+wWAnK1N/xefAJeUcOkLo3IoRiYiIhcQDVsMKr3/h/qzp2GEKJHrD9UX3weZf+zDaar5QCAXrGR8HnuMbh595K4MiLHY2AiInIB5T0DAHc3NFYZYK64CoVf930UiMVswrX936Ay8wAgBNw0veE77Ql4Rf5K6tKInIaBiYjIBeRKBZSDQmEsLELd2Z+7bWCqv3ge+l3bYG4ZVbr/1/BJfAxu3l4SV0bkXAxMREQuoho2uDkwnTsNbfT9UpfTIU11tbj2v+kwHD7YPKqk7Q3faf8Jr4ihUpdG5BIMTERELuL5q8Go+jIdded+RlNdLdy8uv5cH9HYCMORQ7j6v99A1DevVN7rgSj4JD4Kt14cVaK7BwMTEZGLKML6wSM4AObL5Sjf/SWCnnpe6pLaVftzPsr3fWX9+s0jJAg+UybCc8S9EldG5HoMTERELiJzc4PfjKeg/9N61OT+CO/w4eg9IlLqsloxXS3Hlb1fofZ0PoDmR7ton4yH929GQSaXS1wdkTQYmIiIXEg5MASa/xiHqq8yULbn7/AcMKjLrPzdVF+Pawe+heHIQaDJAri5Qf3b+6F5/GHIvVRSl0ckKQYmIiIX0/zHw6g/XgDThRKU7dqO4KkzJF2XSVgsqMo5jGsZe9FUVwsA8BwZDp/ER+Gh65538xE5GgMTEZGLydzd4DdrCkrT1qL2dD6qcg5DOyrW5XU0NTSg5uSPMGT/AFNZKQDAIzgAPomPcZ4S0U0YmIiIJKDoGwifyY+gcvseXPn2K/QadC88fPycfl4hBBqKz6MqJxs1p36EMJkBAHIvFTRP/Ba9x42GzN3N6XUQdTecvUdEJJHe8Q9Aee8AiAYT9F9+DmGxOO1cjbXXUXHoAC6sXYrij9ei+scjECYz3IP84fP0vyN42QKof3s/wxK5zJ///GeMGTMGXl5e0Gq1bbaRyWStXtu2bbNpc+DAAfz617+GUqnE4MGDsXnz5lbHWbduHQYMGACVSoWYmBgcOXKkw/VyhImISCIyuRx+M55C6eI1qL9wDpVZ/wff+x9y2PGFxYK6s4Wo+n9HcL3gJNDU1HxehQe8Yv4N3g9GQzk4tEc81466H5PJhKeeegqxsbH45JNPbtlu06ZNmDBhgvX9jeGqqKgIjz76KJKTk/Hpp58iIyMDM2bMQFBQEOLj4wEA27dvx7x587BhwwbExMRg9erViI+PR2FhIQICAm67XgYmIiIJeQT4weeZx1Cx+Utc/e5r1J0thGdoGFQhA6DqGwo31e3fnWYxNqChpBgNly40/1tyEY3VVdbPFQND4P3gKPSKGQm5J+96I2m9/fbbANDmiNCNtFotdDpdm59t2LABYWFheP/99wEAQ4cOxQ8//IBVq1ZZA9PKlSsxc+ZMTJ8+3brP7t27sXHjRqSmpt52vQxMREQS8x57Hxryz6Iu+wTqzhSi7kxh8wcyGRQBOnj26w9VyAB4hvSHh58/ZHI5hMUCU7ke9ZcuNAekSxdhulIGCGFzbHkvT/QaEwnvB++DIiRIgqsjujNz5szBjBkzMHDgQCQnJ2P69OnWUdGsrCzExcXZtI+Pj8fcuXMBNI9i5eTkYOHChdbP5XI54uLikJWV1aE6GJiIiCQmk8nQJ/kZmB8bh4aCszCevQjjmYtouloJU1kpTGWlqMo5DACQe3pC4esP4xU9hMnU6lhuflooB4ZAOTAEHv2DoRrcHzKFh6sviXqY6upqm/dKpRJKpdLp533nnXfw8MMPw8vLC99++y1mz56N69ev45VXXgEA6PV6BAYG2uwTGBiI6upq1NfXo7KyEk1NTW22KSgo6FAtDExERF2ATCaDIkQHRYgO+G3zg3kbDdUw/RKejGcvwlR0CZb6ejSUXGzeR6WEMqwfFINCfglJoXDT9pbyMqgLUfx8Ge5yxR0dQ25pDuUhISE229PS0rBkyZJW7VNTU7F06dJ2j5mfn4/w8PDbOv9bb71l/X9kZCRqa2uxfPlya2ByJQYmIqIuyl2rhnvUcHhFDQcAiMYmmIpL0Vh+DR59A+ERHMBHlZBLFBcXQ63+14r0txpdmj9/PqZNm9busQYOHNjpOmJiYvDHP/4RRqMRSqUSOp0OZWVlNm3KysqgVqvh6ekJNzc3uLm5tdnmVvOiboWBiYiom5C5u0EZ1g/KsH5Sl0J3GbVabROYbsXf3x/+/s5bHf748ePw8fGxBrbY2Fjs2bPHpk16ejpiY5sXglUoFIiKikJGRgYSEhIAABaLBRkZGUhJSenQuRmYiIiIyOUuXryIiooKXLx4EU1NTTh+/DgAYPDgwfD29sY///lPlJWVYfTo0VCpVEhPT8e7776LV1991XqM5ORk/PWvf8Vrr72Gl156Cfv378cXX3yB3bt3W9vMmzcPL774IkaNGoXo6GisXr0atbW11rvmble3GcutqKjAc889B7VaDa1Wi6SkJFy/fr3dfRoaGjBnzhz4+fnB29sbkydPbjUs1+LatWvo168fZDIZDAaDE66AiIiIWixevBiRkZFIS0vD9evXERkZicjISBw7dgwA4OHhgXXr1iE2NhYRERH46KOPsHLlSqSlpVmPERYWht27dyM9PR0jR47E+++/j48//ti6pAAAPP3001ixYgUWL16MiIgIHD9+HPv27Ws1EdwemRA33YPaRU2cOBGlpaX46KOPYDabMX36dNx333347LPPbrnPyy+/jN27d2Pz5s3QaDRISUmBXC7HoUOHWrVNSEiAyWTC3r17UVlZectVR9tSXV0NjUaDkPVLuLYJERHdkqW+AcUvL0FVVdVtfcXVGS1/k+ICZtzxpO9GiwnflX/s1Hq7i24xwpSfn499+/bh448/RkxMDB544AGsXbsW27Ztw+XLl9vcp6qqCp988glWrlyJhx9+GFFRUdi0aRMyMzNx+PBhm7br16+HwWCwGeYjIiIiatEtAlNWVha0Wi1GjRpl3RYXFwe5XI7s7Ow298nJyYHZbLZZ0Co8PByhoaE2i1Xl5eXhnXfewZYtWyDn3SZERETUhm4x6Vuv17d63ou7uzt8fX2h1+tvuY9CoWj11VpgYKB1H6PRiMTERCxfvhyhoaE4d+7cbdVjNBphNBqt729e0IuIiIh6FkmHVFJTU9t8EvGNr46uxNkRCxcuxNChQzF16tQO7ffee+9Bo9FYXzcv6EVEREQ9i6QjTLe7wJVOp0N5ebnN9sbGRlRUVNxy4SmdTgeTyQSDwWAzynTjYlX79+9Hbm4udu7cCQBomf/ep08fLFq0yPpgwJstXLgQ8+bNs76vrq5maCIiIurBJA1Mt7vAVWxsLAwGA3JychAVFQWgOexYLBbExMS0uU9UVBQ8PDyQkZGByZMnAwAKCwtx8eJF64JWf//731FfX2/d5+jRo3jppZdw8OBBDBo06Jb1uOoZOkRERNQ1dIs5TEOHDsWECRMwc+ZMbNiwAWazGSkpKXjmmWcQHBwMACgpKcH48eOxZcsWREdHQ6PRICkpCfPmzYOvry/UajV+//vfIzY2FqNHjwaAVqHo6tWr1vN1ZFkBIiIi6tm6RWACgE8//RQpKSkYP3485HI5Jk+ejA8++MD6udlsRmFhIerq6qzbVq1aZW1rNBoRHx+PDz/8UIryiYiIqBvrNoHJ19e33UUqBwwYgJvX4FSpVFi3bh3WrVt3W+d46KGHWh2DiIiIiAsPEREREdnBwERERERkBwMTERERkR0MTERERER2MDARERER2cHARERERGQHAxMRERGRHQxMRERERHYwMBERERHZwcBEREREZAcDExEREZEdDExEREREdjAwEREREdnBwERERERkBwMTERERkR0MTERERER2MDARERER2cHARERERGQHAxMRERGRHQxMRERERHYwMBERERHZwcBEREREZAcDExEREZEdDExEREREdjAwEREREdnBwERERERkBwMTERERudT58+eRlJSEsLAweHp6YtCgQUhLS4PJZLJp99NPP+E3v/kNVCoVQkJCsGzZslbH2rFjB8LDw6FSqTBixAjs2bPH5nMhBBYvXoygoCB4enoiLi4Op0+f7nDNDExERETkUgUFBbBYLPjoo49w6tQprFq1Chs2bMAbb7xhbVNdXY1HHnkE/fv3R05ODpYvX44lS5bgb3/7m7VNZmYmEhMTkZSUhB9//BEJCQlISEjAyZMnrW2WLVuGDz74ABs2bEB2djZ69eqF+Ph4NDQ0dKhmmRBC3Pml392qq6uh0WgQsn4J5J4qqcshIqIuylLfgOKXl6Cqqgpqtdop52j5mxQXMAPucsUdHavRYsJ35R87td4Wy5cvx/r163Hu3DkAwPr167Fo0SLo9XooFM3XkZqail27dqGgoAAA8PTTT6O2thZff/219TijR49GREQENmzYACEEgoODMX/+fLz66qsAgKqqKgQGBmLz5s145plnbrs+jjARERGR5KqqquDr62t9n5WVhQcffNAalgAgPj4ehYWFqKystLaJi4uzOU58fDyysrIAAEVFRdDr9TZtNBoNYmJirG1ul3uHr4haaRmks9R3bHiPiIjuLi1/J1zx5U6jMAEWBxwDzaNWN1IqlVAqlXd28BucOXMGa9euxYoVK6zb9Ho9wsLCbNoFBgZaP/Px8YFer7duu7GNXq+3trtxv7ba3C4GJgeoqakBAJTM+4vElRARUXdQU1MDjUbjlGMrFArodDoc0G9xyPG8vb0REhJisy0tLQ1Llixp1TY1NRVLly5t93j5+fkIDw+3vi8pKcGECRPw1FNPYebMmQ6p2RkYmBwgODgYxcXF6N27N2QymdTl2KiurkZISAiKi4ud/v1zT8T+6zz2Xeex7+5MV+4/IQRqamoQHBzstHOoVCoUFRW1uuOss4QQrf623Wp0af78+Zg2bVq7xxs4cKD1/5cvX8a4ceMwZswYm8ncAKDT6VBWVmazreW9Tqdrt82Nn7dsCwoKsmkTERHRbp03Y2ByALlcjn79+kldRrvUanWX+8XRnbD/Oo9913nsuzvTVfvPWSNLN1KpVFCpXH8Tkr+/P/z9/W+rbUlJCcaNG4eoqChs2rQJcrnttOrY2FgsWrQIZrMZHh4eAID09HQMGTIEPj4+1jYZGRmYO3eudb/09HTExsYCAMLCwqDT6ZCRkWENSNXV1cjOzsbLL7/coWvjpG8iIiJyqZKSEjz00EMIDQ3FihUrcOXKFej1ept5Rc8++ywUCgWSkpJw6tQpbN++HWvWrMG8efOsbf7whz9g3759eP/991FQUIAlS5bg2LFjSElJAQDIZDLMnTsXf/rTn/CPf/wDubm5eOGFFxAcHIyEhIQO1cwRJiIiInKp9PR0nDlzBmfOnGn1DU3LhHiNRoNvv/0Wc+bMQVRUFPr06YPFixdj1qxZ1rZjxozBZ599hjfffBNvvPEG7rnnHuzatQvDhw+3tnnttddQW1uLWbNmwWAw4IEHHsC+ffs6PALHdZh6OKPRiPfeew8LFy506B0Ndwv2X+ex7zqPfXdn2H/kDAxMRERERHZwDhMRERGRHQxMRERERHYwMBERERHZwcBEREREZAcDUw9QUVGB5557Dmq1GlqtFklJSbh+/Xq7+zQ0NGDOnDnw8/ODt7c3Jk+e3Gq11BbXrl1Dv379IJPJYDAYnHAF0nFG3504cQKJiYkICQmBp6cnhg4dijVr1jj7Upxu3bp1GDBgAFQqFWJiYnDkyJF22+/YsQPh4eFQqVQYMWIE9uzZY/O5EAKLFy9GUFAQPD09ERcXh9OnTzvzEiTlyP4zm814/fXXMWLECPTq1QvBwcF44YUXcPnyZWdfhiQc/bN3o+TkZMhkMqxevdrBVVOPI6jbmzBhghg5cqQ4fPiwOHjwoBg8eLBITExsd5/k5GQREhIiMjIyxLFjx8To0aPFmDFj2mw7adIkMXHiRAFAVFZWOuEKpOOMvvvkk0/EK6+8Ig4cOCDOnj0rtm7dKjw9PcXatWudfTlOs23bNqFQKMTGjRvFqVOnxMyZM4VWqxVlZWVttj906JBwc3MTy5YtE3l5eeLNN98UHh4eIjc319rmL3/5i9BoNGLXrl3ixIkT4vHHHxdhYWGivr7eVZflMo7uP4PBIOLi4sT27dtFQUGByMrKEtHR0SIqKsqVl+USzvjZa/Hll1+KkSNHiuDgYLFq1SonXwl1dwxM3VxeXp4AII4ePWrdtnfvXiGTyURJSUmb+xgMBuHh4SF27Nhh3Zafny8AiKysLJu2H374oRg7dqzIyMjocYHJ2X13o9mzZ4tx48Y5rngXi46OFnPmzLG+b2pqEsHBweK9995rs/2UKVPEo48+arMtJiZG/O53vxNCCGGxWIROpxPLly+3fm4wGIRSqRSff/65E65AWo7uv7YcOXJEABAXLlxwTNFdhLP67tKlS6Jv377i5MmTon///gxMZBe/kuvmsrKyoNVqMWrUKOu2uLg4yOVyZGdnt7lPTk4OzGYz4uLirNvCw8MRGhqKrKws67a8vDy888472LJlS6tn/PQEzuy7m1VVVcHX19dxxbuQyWRCTk6OzTXL5XLExcXd8pqzsrJs2gNAfHy8tX1RURH0er1NG41Gg5iYmHb7sTtyRv+1paqqCjKZDFqt1iF1dwXO6juLxYLnn38eCxYswLBhw5xTPPU4Pe+v4F1Gr9cjICDAZpu7uzt8fX1tnslz8z4KhaLVL9bAwEDrPkajEYmJiVi+fDlCQ0OdUrvUnNV3N8vMzMT27dttlvPvTq5evYqmpiYEBgbabG/vmvV6fbvtW/7tyDG7K2f0380aGhrw+uuvIzExsUs+bLaznNV3S5cuhbu7O1555RXHF009FgNTF5WamgqZTNbuq6CgwGnnX7hwIYYOHYqpU6c67RzOInXf3ejkyZOYNGkS0tLS8Mgjj7jknHR3MZvNmDJlCoQQWL9+vdTldHk5OTlYs2YNNm/eDJlMJnU51I3w4btd1Pz58zFt2rR22wwcOBA6nQ7l5eU22xsbG1FRUQGdTtfmfjqdDiaTCQaDwWakpKyszLrP/v37kZubi507dwL418MQ+/Tpg0WLFuHtt9/u5JU5n9R91yIvLw/jx4/HrFmz8Oabb3bqWrqCPn36wM3NrdVdlG1dcwudTtdu+5Z/y8rKEBQUZNMmIiLCgdVLzxn916IlLF24cAH79+/vUaNLgHP67uDBgygvL7cZOW9qasL8+fOxevVqnD9/3rEXQT2H1JOo6M60TFw+duyYdds333xzWxOXd+7cad1WUFBgM3H5zJkzIjc31/rauHGjACAyMzNveXdKd+OsvhNCiJMnT4qAgACxYMEC512AC0VHR4uUlBTr+6amJtG3b992J94+9thjNttiY2NbTfpesWKF9fOqqqoePenbkf0nhBAmk0kkJCSIYcOGifLycucU3gU4uu+uXr1q87stNzdXBAcHi9dff10UFBQ470Ko22Ng6gEmTJggIiMjRXZ2tvjhhx/EPffcY3Nr/KVLl8SQIUNEdna2dVtycrIIDQ0V+/fvF8eOHROxsbEiNjb2luf4/vvve9xdckI4p+9yc3OFv7+/mDp1qigtLbW+uvMftW3btgmlUik2b94s8vLyxKxZs4RWqxV6vV4IIcTzzz8vUlNTre0PHTok3N3dxYoVK0R+fr5IS0trc1kBrVYrvvrqK/HTTz+JSZMm9ehlBRzZfyaTSTz++OOiX79+4vjx4zY/Z0ajUZJrdBZn/OzdjHfJ0e1gYOoBrl27JhITE4W3t7dQq9Vi+vTpoqamxvp5UVGRACC+//5767b6+noxe/Zs4ePjI7y8vMQTTzwhSktLb3mOnhqYnNF3aWlpAkCrV//+/V14ZY63du1aERoaKhQKhYiOjhaHDx+2fjZ27Fjx4osv2rT/4osvxL333isUCoUYNmyY2L17t83nFotFvPXWWyIwMFAolUoxfvx4UVhY6IpLkYQj+6/l57Kt140/qz2Fo3/2bsbARLdDJsQvk1OIiIiIqE28S46IiIjIDgYmIiIiIjsYmIiIiIjsYGAiIiIisoOBiYiIiMgOBiYiIiIiOxiYiIiIiOxgYCIiIiKyg4GJiIiIyA4GJiIiIiI7GJiIyGGuXLkCnU6Hd99917otMzMTCoUCGRkZElZGRHRn+Cw5InKoPXv2ICEhAZmZmRgyZAgiIiIwadIkrFy5UurSiIg6jYGJiBxuzpw5+O677zBq1Cjk5ubi6NGjUCqVUpdFRNRpDExE5HD19fUYPnw4iouLkZOTgxEjRkhdEhHRHeEcJiJyuLNnz+Ly5cuwWCw4f/681OUQEd0xjjARkUOZTCZER0cjIiICQ4YMwerVq5Gbm4uAgACpSyMi6jQGJiJyqAULFmDnzp04ceIEvL29MXbsWGg0Gnz99ddSl0ZE1Gn8So6IHObAgQNYvXo1tm7dCrVaDblcjq1bt+LgwYNYv3691OUREXUaR5iIiIiI7OAIExEREZEdDExEREREdjAwEREREdnBwERERERkBwMTERERkR0MTERERER2MDARERER2cHARERERGQHAxMRERGRHQxMRERERHYwMBERERHZwcBEREREZMf/B6ptxgLV+QKpAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Now try some slices for rendering\n", "#\n", "times = coefs.Times()\n", "pmin = [-0.05, -0.05, 0.0]\n", "pmax = [ 0.05, 0.05, 0.0]\n", "grid = [ 40, 40, 0]\n", "\n", "fields = pyEXP.field.FieldGenerator(times, pmin, pmax, grid)\n", "\n", "surfaces = fields.slices(basis, coefs)\n", "print(\"We now have the following [time field] pairs\")\n", "final = 0.0\n", "for v in surfaces:\n", " print('-'*40)\n", " for u in surfaces[v]:\n", " print(\"{:8.4f} {}\".format(v, u))\n", " final = v\n", "\n", "# Print the potential image at the final time (I think there is a\n", "# fencepost issue in this grid, no matter).\n", "x = np.linspace(pmin[0], pmax[0], grid[0])\n", "y = np.linspace(pmin[1], pmax[1], grid[1])\n", "xv, yv = np.meshgrid(x, y)\n", "\n", "# Visualize the final time slice in grid. Obviously, we could use any \n", "# field we want. Here is potential and radial force.\n", "\n", "cont1 = plt.contour(xv, yv, surfaces[final]['potl m>0'], colors='k')\n", "plt.clabel(cont1, fontsize=9, inline=True)\n", "cont2 = plt.contourf(xv, yv, surfaces[final]['potl m>0'])\n", "plt.colorbar(cont2)\n", "plt.xlabel('x')\n", "plt.ylabel('y')\n", "plt.title('Non axisymmetric potential at T={}'.format(final))\n", "plt.show()\n", "\n", "cont1 = plt.contour(xv, yv, surfaces[final]['rad force'], colors='k')\n", "plt.clabel(cont1, fontsize=9, inline=True)\n", "cont2 = plt.contourf(xv, yv, surfaces[final]['rad force'])\n", "plt.colorbar(cont2)\n", "plt.xlabel('x')\n", "plt.ylabel('y')\n", "plt.title('Radial force at T={}'.format(final))\n", "plt.show()\n", "\n", "cont1 = plt.contour(xv, yv, surfaces[final]['dens m>0'], colors='k')\n", "plt.clabel(cont1, fontsize=9, inline=True)\n", "cont2 = plt.contourf(xv, yv, surfaces[final]['dens m>0'])\n", "plt.colorbar(cont2)\n", "plt.xlabel('x')\n", "plt.ylabel('y')\n", "plt.title('Non axisymmetric ensity for m>0 at T={}'.format(final))\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "6f75eadb", "metadata": {}, "source": [ "### Using a point mesh instead of a grid\n", "\n", "The `FieldGenerator` allows you to specify an array of Cartesian points for field evaluation. This way, you can get creative with geometries and mesh spacing. As an illustration, let us repeat the same renderings using this mesh-point method." ] }, { "cell_type": "markdown", "id": "48220066-193a-437a-8cb7-6d38e09d28b4", "metadata": {}, "source": [ "As a sanity check, let's do the same plots as the grid example above." ] }, { "cell_type": "code", "execution_count": 5, "id": "a36732ff", "metadata": {}, "outputs": [], "source": [ "# First, we generate a Cartesian mesh\n", "xy = np.linspace(-1, 1, 40)\n", "mesh = np.ndarray((40*40, 3))\n", "for i in range(40):\n", " for j in range(40):\n", " mesh[i*40+j, 0] = xy[i]\n", " mesh[i*40+j, 1] = xy[j]\n", " mesh[i*40+j, 2] = 0.0" ] }, { "cell_type": "markdown", "id": "9c98b518-35bd-406f-b290-7e300f9237cf", "metadata": {}, "source": [ "Now that we have the a point set, in a Cartesian grid for this test, generate the points:" ] }, { "cell_type": "code", "execution_count": 6, "id": "a84cffca", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(40, 40)\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "(40, 40)\n", "(40, 40)\n" ] }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'Density for m>0 at T=0.2')" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fields = pyEXP.field.FieldGenerator(times, mesh)\n", "\n", "points = fields.points(basis, coefs)\n", "\n", "# Print the potential image at the final time (I think there is a\n", "# fencepost issue in this grid, no matter).\n", "x = np.linspace(pmin[0], pmax[0], grid[0])\n", "y = np.linspace(pmin[1], pmax[1], grid[1])\n", "xv, yv = np.meshgrid(x, y)\n", "\n", "def tomesh(points):\n", " ret = np.zeros(xv.shape)\n", " print(ret.shape)\n", " for i in range(40):\n", " for j in range(40):\n", " ret[i, j] = points[i*40+j]\n", " return ret\n", "\n", "# Visualize the final time slice in grid. Obviously, we could use any \n", "# field we want. Here is potential and radial force.\n", "\n", "img = tomesh(points[final]['potl'])\n", "cont1 = plt.contour(xv, yv, img, colors='k')\n", "plt.clabel(cont1, fontsize=9, inline=True)\n", "cont2 = plt.contourf(xv, yv, img)\n", "plt.colorbar(cont2)\n", "plt.xlabel('x')\n", "plt.ylabel('y')\n", "plt.title('Potential at T={}'.format(final))\n", "plt.show()\n", "\n", "img = tomesh(points[final]['rad force'])\n", "cont1 = plt.contour(xv, yv, img, colors='k')\n", "plt.clabel(cont1, fontsize=9, inline=True)\n", "cont2 = plt.contourf(xv, yv, img)\n", "plt.colorbar(cont2)\n", "plt.xlabel('x')\n", "plt.ylabel('y')\n", "plt.title('Radial force at T={}'.format(final))\n", "\n", "img = tomesh(points[final]['dens m>0'])\n", "cont1 = plt.contour(xv, yv, img, colors='k')\n", "plt.clabel(cont1, fontsize=9, inline=True)\n", "cont2 = plt.contourf(xv, yv, img)\n", "plt.colorbar(cont2)\n", "plt.xlabel('x')\n", "plt.ylabel('y')\n", "plt.title('Density for m>0 at T={}'.format(final))" ] }, { "cell_type": "markdown", "id": "6767a7fe-789c-4b86-a755-f489937dd9a3", "metadata": {}, "source": [ "### Now, let's take advantage of the unstructured point set for something different\n", "\n", "First, let's make a point set on a spherical surface:" ] }, { "cell_type": "code", "execution_count": 7, "id": "3c82ca5c-cb68-49b7-934c-d6e42db5bd87", "metadata": {}, "outputs": [], "source": [ "# First, we generate a Cartesian mesh\n", "phi = np.linspace(0.0, 2.0*math.pi, 40)\n", "cost = np.linspace(-1.0, 1.0, 40)\n", "mesh = np.ndarray((40*40, 3))\n", "radius = 1.0\n", "for i in range(40):\n", " for j in range(40):\n", " sint = np.sqrt(1.0 - cost[j]**2)\n", " mesh[i*40+j, 0] = radius*sint*math.cos(phi[i])\n", " mesh[i*40+j, 1] = radius*sint*math.sin(phi[i])\n", " mesh[i*40+j, 2] = radius*cost[j]" ] }, { "cell_type": "markdown", "id": "ad74162c-506b-4009-a864-d5a4a27e53fc", "metadata": {}, "source": [ "Generate a new point set for this unstructured grid as follows:" ] }, { "cell_type": "code", "execution_count": 8, "id": "23a70ae3-bbe3-4389-9776-7d74095a10fb", "metadata": {}, "outputs": [], "source": [ "fields = pyEXP.field.FieldGenerator(times, mesh)\n", "points = fields.points(basis, coefs)" ] }, { "cell_type": "markdown", "id": "245355bb-2c43-42a3-beef-c7fed5485e23", "metadata": {}, "source": [ "Now, let's make a 3d scatter plot with points colored by field values:" ] }, { "cell_type": "code", "execution_count": 9, "id": "d8b956ee-0568-48f3-8378-5fbc031d8553", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure()\n", "ax = fig.add_subplot(projection='3d')\n", "\n", "sc = ax.scatter(mesh[:,0], mesh[:,1], mesh[:,2], c=points[times[-1]]['dens m>0'], marker='o', s=5, alpha=0.8)\n", "\n", "ax.set_xlabel('X')\n", "ax.set_ylabel('Y')\n", "ax.set_zlabel('Z')\n", "\n", "plt.colorbar(sc, label='Asymmetric density', orientation='horizontal')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "6ed3a354", "metadata": {}, "source": [ "## Using MSSA\n", "Generate the initial MSSA analyis and plot the run of eigenvalues" ] }, { "cell_type": "code", "execution_count": 10, "id": "291047c7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Keys= [[2, 0, 0], [2, 0, 1], [2, 0, 2], [2, 0, 3], [2, 0, 4], [2, 0, 5], [2, 0, 6], [2, 0, 7], [2, 0, 8], [2, 0, 9], [2, 1, 0], [2, 1, 1], [2, 1, 2], [2, 1, 3], [2, 1, 4], [2, 1, 5], [2, 1, 6], [2, 1, 7], [2, 1, 8], [2, 1, 9], [2, 2, 0], [2, 2, 1], [2, 2, 2], [2, 2, 3], [2, 2, 4], [2, 2, 5], [2, 2, 6], [2, 2, 7], [2, 2, 8], [2, 2, 9]]\n", "Window=10 PC number=10\n", "---- Eigen is using 4 threads\n", "shape U = 500 x 11\n", "shape Y = 11 x 500\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Make a subkey sequence\n", "#\n", "keylst = coefs.makeKeys([2])\n", "print(\"Keys=\", keylst)\n", "\n", "name = 'dark halo'\n", "config = {name: (coefs, keylst, [])}\n", "\n", "# This is the window length. The largest meaningful length is half\n", "# the size of the time series. We'll choose that here but it *is*\n", "# interesting to retry these analyses with different window lengths.\n", "\n", "window = int(len(coefs.Times())/2)\n", "npc = 10\n", "\n", "print(\"Window={} PC number={}\".format(window, npc))\n", "\n", "ssa = pyEXP.mssa.expMSSA(config, window, npc)\n", "\n", "ev = ssa.eigenvalues()\n", "\n", "plt.plot(ev, 'o-')\n", "plt.xlabel(\"Index\")\n", "plt.ylabel(\"EV\")\n", "plt.title(\"Eigenvalues by index\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "83d120ed", "metadata": {}, "source": [ "### Next plot the principle components." ] }, { "cell_type": "code", "execution_count": 11, "id": "1e9cedc5", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "times = coefs.Times();\n", "pc = ssa.getPC();\n", "\n", "rows, cols = pc.shape\n", "\n", "for i in range(cols):\n", " plt.plot(times[0:rows], pc[:,i], '-', label=\"{:d}\".format(i))\n", "\n", "plt.xlabel('Time')\n", "plt.ylabel('PC')\n", "plt.legend()\n", "plt.title(\"Principal components (left-singular vectors)\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "fad5b1c3", "metadata": {}, "source": [ "### Now try a reconstruction" ] }, { "cell_type": "code", "execution_count": 12, "id": "e9403c07", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "newdata is a \n" ] } ], "source": [ "coefs.zerodata() # <---replace with reconstructed\n", "ssa.reconstruct([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])\n", "newdata = ssa.getReconstructed()\n", "print('newdata is a', type(newdata))" ] }, { "cell_type": "markdown", "id": "d78607d9", "metadata": {}, "source": [ "### Compute the k-means analysis\n", "\n", "The k-means partitions n vector observations into k clusters in which each observation belongs to the cluster with\n", "the nearest centers while minimizing the variance within each cluster. In this case, the vectors are the full\n", "trajectory matrices and the distance is the distance between the trajectory matricies reconstructed from each\n", "eigentriple from mSSA. The distance used here is the Frobenius distance or matrix norm distance: the square root\n", "of the sum of squares of all elements in the difference between two matrices.\n", "\n", "Note: the k-means analysis will use the reconstructions from your last call to `reconstruct`. In this notebook, that would be from the previous cell; the first 10 PCs. The k-means initial cluster selection chooses every second PC by default. This is a good choice for\n", "time series representing quasi-periodic motion which generally have pairs of PCs representing the sinusoidal behavior.\n", "\n", "The k-means analysis illustrates the clear patterns in the PCs seen in the plots above: the individual features occur in pairs, dominated by the first two pairs as seen in the eigenvalue plot. This dominant pair is assigned id=0. The next pair is assigned id=1. The rest of the PCs are not particularly correlated and are lumped into id=0." ] }, { "cell_type": "code", "execution_count": 13, "id": "36852402", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "PC | id | distance \n", "---- | ---- | -------- \n", "0 | 0 | 6.243771e+00 \n", "1 | 0 | 6.243771e+00 \n", "2 | 1 | 4.312612e+00 \n", "3 | 1 | 4.312612e+00 \n", "4 | 2 | 0.000000e+00 \n", "5 | 3 | 2.561358e+00 \n", "6 | 3 | 2.561358e+00 \n", "7 | 4 | 2.330193e+00 \n", "8 | 4 | 2.342835e+00 \n", "9 | 4 | 2.861371e+00 \n" ] } ], "source": [ "# Print k-means groups, allowing up to 6\n", "#\n", "id, dist, tol = ssa.kmeans(clusters=6)\n", "\n", "# Print the results\n", "print('{:<4s} | {:<4s} | {:<13s}'.format('PC', 'id', 'distance'))\n", "print('{:<4s} | {:<4s} | {:<13s}'.format('----', '----', '--------'))\n", "for k in range(len(id)):\n", " print('{:<4d} | {:<4d} | {:<13.6e}'.format(k, id[k], dist[k]))" ] }, { "cell_type": "markdown", "id": "83692236-18fa-443c-aed7-f58ef5e1f5ed", "metadata": {}, "source": [ "In this case, k-means identifies 5 groups: 3 pairs and triple. Compare this with the results from the w-correlation matrix in the next section...\n", "\n", "You can see from the PCs themselves, that very few dynamical periods are available for analysis. This simulation is not long enough for a highly signficant cluster analysis." ] }, { "cell_type": "markdown", "id": "f1e3387d", "metadata": {}, "source": [ "### Finally plot the w-correlation matrix\n", "This is the sum of the w-correlation matrices for all channels." ] }, { "cell_type": "code", "execution_count": 14, "id": "6c08141a", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mat = ssa.wCorrAll()\n", "x = plt.pcolormesh(mat)\n", "plt.title(\"All channels\")\n", "plt.colorbar(x)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "d42fe62f", "metadata": {}, "source": [ "One can also look at individual channels." ] }, { "cell_type": "code", "execution_count": 15, "id": "91983e25", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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", 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", 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", 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", 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", 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", 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", 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01GppaWmtT2SrrZzSzHGRmjlCvBme95AceMDHk4MgH/1/7icuX/07IckR7Hv/wJ3PEezbyUFQWJjdIdQqolXNjyv3JU3Rho5oFeRRcuC+TkREg1YrtSI2NlalpaWmfaWlpYqIiLBcNZC8vEJiQkKCYmNjlZ+f795XXl6uTz75RMnJyd4cCgCAJuU0XB5vjS05Odn0HSxJGzZsqPd3cL0rBydOnNDevXvdr/fv36+ioiK1bdtWXbp00aRJkzRr1ixddtllSkhI0PTp09WxY0eWNAUA+DWXDLk8qH425NwLfedOmzZNhw4d0iuvvCJJ+sMf/qCFCxfqT3/6k+6++279/e9/1xtvvKF169bVa9x6JweffvqprrvuOvfrc/MFzj0+9k9/+pMqKip077336vjx47rqqquUl5enMB8umQEAcCEuueTJ7/4NOftC37mHDx/WwYMH3e8nJCRo3bp1mjx5sp577jl17txZL774oqUnw57P55ZPLi8vV2RkpK4PH82cg18i3/rfrZqgVj4+IbHMhyckXtrF7hDq5OsTEnff77vPgdg7JtfuEGpV/oNTbX61T2VlZY3Wxz/3vfT/7e7s8YTEjpf/o1Fj9Rbb71YAAMAfOA1DTg9+wfHk3KZGcgAAgAV2zDmwS+MtJwUAAPwSlQMAACxwyZAzQCoHJAcAAFhAWwEAAAQsKgcAAFjA3QoAAMDE9dPmyfn+grYCAAAwoXIAAIAFTg/vVvDk3KZGcgAAgAVO4+zmyfn+guQAAAALmHMAAAACFpUDAAAscMkhpxr+VF6XB+c2NZIDAAAscBlnN0/O9xe0FQAAgAmVAwAALHB62Fbw5NymRnIAAIAFgZQc0FYAAAAmVA4AALDAZTjkMjy4W8GDc5sayQEAABbQVgAAAAGLygEAABY4FSSnB79TO70YS2MjOQAAwALDwzkHBnMOAAD4ZWHOAQAACFhUDgAAsMBpBMlpeDDnwI+erUByAACABS455PKg4O6S/2QHtBUAAIAJlQMAACwIpAmJPpscuE6eksvhm3eFBrdsaXcIdXJEtLI7hNqdOWN3BHU6mHaZ3SHUydnc7ghq17LYt0umZ/79e7tDqNPeAbl2h1CrS1f+we4QauU6dUrSo00yludzDnz778j5aCsAAAATn60cAADgS85OSPTgwUu0FQAA+GVxebh8MncrAAAAv0XlAAAACwJpQiLJAQAAFrgUFDCLIJEcAABggdNwyOnBkxU9ObepMecAAACYUDkAAMACp4d3KzhpKwAA8MviMoLk8mBCosuPJiTSVgAAACZUDgAAsIC2AgAAMHHJszsOXN4LpdHRVgAAACZUDgAAsMDzRZD85/dxkgMAACzwfPlk/0kO/CdSAADQJKgcAABggUsOueTJhET/WT6Z5AAAAAsCqa1AcgAAgAWer3PgP8mB/0QKAACaBJUDAAAscBkOuTxZBMmPHtlMcgAAgAUuD9sK/rTOgf9ECgAAmgSVAwAALPD8kc3+8/s4yQEAABY45ZDTg7UKPDm3qflPGgMAAJoElQMAACygrQAAAEyc8qw14PReKI3Of9IYAADQJEgOAACw4FxbwZOtIRYtWqT4+HiFhYUpKSlJ27Ztq/P4+fPn6/LLL1d4eLji4uI0efJknTp1ql5j0lYAAMACOx68tGrVKmVlZSk3N1dJSUmaP3++UlNTtXv3bkVHR1c7fsWKFZo6daqWLVumQYMGac+ePfrd734nh8OhefPmWR7X65UDp9Op6dOnKyEhQeHh4brkkkv0xBNPyDAMbw8FAECTMX56ZHNDN6MB8xXmzZun8ePHKz09XT169FBubq6aN2+uZcuW1Xj8li1bNHjwYN1+++2Kj4/XjTfeqLFjx16w2vBzXk8O5s6dq8WLF2vhwoXatWuX5s6dq6eeekoLFizw9lAAAPid8vJy01ZZWVnjcVVVVSosLFRKSop7X1BQkFJSUlRQUFDjOYMGDVJhYaE7Gdi3b5/Wr1+vm2++uV4xer2tsGXLFv3bv/2bhg0bJkmKj4/X66+/Xu+sBQAAX+KttkJcXJxpf3Z2th5//PFqxx87dkxOp1MxMTGm/TExMfrqq69qHOP222/XsWPHdNVVV8kwDJ05c0Z/+MMf9Mgjj9QrVq9XDgYNGqT8/Hzt2bNHkvT5559r8+bN+s1vflPj8ZWVldWyKAAAfM25pzJ6sklScXGxysrK3Nu0adO8FuOmTZs0e/Zs/fnPf9aOHTv0t7/9TevWrdMTTzxRr+t4vXIwdepUlZeXq1u3bgoODpbT6dSTTz6pcePG1Xh8Tk6OZs6cWW1/cOtIBTtCvB2eVzhatrA7hLo18+F5pq18+7MLPm13BHU7+auTdodQqx/7VtkdQp12Dlhldwh16l842u4QanX54iN2h1CrM85KfWt3EPUUERGhiIiICx7Xvn17BQcHq7S01LS/tLRUsbGxNZ4zffp03Xnnnfr9738vSerdu7cqKip077336tFHH1VQkLWagNcrB2+88YZee+01rVixQjt27NDLL7+sZ555Ri+//HKNx0+bNs2UQRUXF3s7JAAAPOb86ZHNnmz1ERISogEDBig/P9+9z+VyKT8/X8nJyTWe8+OPP1ZLAIKDgyWpXjcGeP1XzIcfflhTp07VmDFjJJ3NWr799lvl5OQoLS2t2vGhoaEKDQ31dhgAAHjV+a2Bhp5fX1lZWUpLS1NiYqIGDhyo+fPnq6KiQunp6ZKku+66S506dVJOTo4kacSIEZo3b56uuOIKJSUlae/evZo+fbpGjBjhThKs8HpyUFvW4nK5vD0UAAC/aKNHj9bRo0c1Y8YMlZSUqF+/fsrLy3NPUjx48KDpO/exxx6Tw+HQY489pkOHDikqKkojRozQk08+Wa9xvZ4cnAuiS5cu6tmzpz777DPNmzdPd999t7eHAgCgybgUJJcH3fiGnpuZmanMzMwa39u0aZPpdbNmzZSdna3s7OwGjeW+jkdn12DBggWaPn26JkyYoCNHjqhjx4667777NGPGDG8PBQBAk3EaDjk9aCt4cm5T83py0KpVK82fP1/z58/39qUBAEAT8OF73gAA8B12TEi0C8kBAAAWGB48WfHc+f6C5AAAAAuccsjZgIcnnX++v/CfNAYAADQJKgcAAFjgMjybN+CyvkCh7UgOAACwwOXhnANPzm1q/hMpAABoElQOAACwwCWHXB5MKvTk3KZGcgAAgAWBtEIibQUAAGBC5QAAAAsCaUIiyQEAABa45OHyyX4058B/0hgAANAkqBwAAGCB4eHdCoYfVQ5IDgAAsICnMgIAAJNAmpDoP5ECAIAmQeUAAAALaCsAAACTQFo+mbYCAAAwoXIAAIAFtBUAAIBJICUHtBUAAIAJlQMAACwIpMoByQEAABYEUnJAWwEAAJhQOQAAwAJDnq1VYHgvlEZHcgAAgAWB1FYgOQAAwIJASg6YcwAAAEx8t3LgcEhBvpllGScq7A6hboYPd7ZcLrsjqFOHxf+wO4Q67W/X3+4QarXznuV2h1CnXltvtzuEOjV/N8LuEGplhHxndwi1MpzBTTZWIFUOfDc5AADAhwRSckBbAQAAmFA5AADAAsNwyPDgt39Pzm1qJAcAAFjgksOjdQ48Obep0VYAAAAmVA4AALAgkCYkkhwAAGBBIM05oK0AAABMqBwAAGABbQUAAGASSG0FkgMAACwwPKwc+FNywJwDAABgQuUAAAALDHn2XDsffiReNSQHAABY4JJDDlZIBAAAgYjKAQAAFnC3AgAAMHEZDjkCZJ0D2goAAMCEygEAABYYhod3K/jR7QokBwAAWBBIcw5oKwAAABMqBwAAWBBIlQOSAwAALAikuxVIDgAAsCCQJiQy5wAAAJhQOQAAwIKzlQNP5hx4MZhGRnIAAIAFgTQhkbYCAAAwITkAAMACwwtbQyxatEjx8fEKCwtTUlKStm3bVufxx48fV0ZGhjp06KDQ0FD96le/0vr16+s1Jm0FAAAssKOtsGrVKmVlZSk3N1dJSUmaP3++UlNTtXv3bkVHR1c7vqqqSjfccIOio6O1evVqderUSd9++61at25dr3FJDgAA8FHz5s3T+PHjlZ6eLknKzc3VunXrtGzZMk2dOrXa8cuWLdM///lPbdmyRRdddJEkKT4+vt7j0lYAAMAKL/UVysvLTVtlZWWNw1VVVamwsFApKSnufUFBQUpJSVFBQUGN57z99ttKTk5WRkaGYmJi1KtXL82ePVtOp7NeP2qjJAeHDh3SHXfcoXbt2ik8PFy9e/fWp59+2hhDAQDQNH5qKzR0009thbi4OEVGRrq3nJycGoc7duyYnE6nYmJiTPtjYmJUUlJS4zn79u3T6tWr5XQ6tX79ek2fPl3PPvusZs2aVa8f1etthe+//16DBw/Wddddp/fee09RUVH6+uuv1aZNG28PBQBAk/HWConFxcWKiIhw7w8NDfUwsn9xuVyKjo7WkiVLFBwcrAEDBujQoUN6+umnlZ2dbfk6Xk8O5s6dq7i4OL300kvufQkJCd4eBgAAvxQREWFKDmrTvn17BQcHq7S01LS/tLRUsbGxNZ7ToUMHXXTRRQoODnbv6969u0pKSlRVVaWQkBBLMXq9rfD2228rMTFRo0aNUnR0tK644gotXbq01uMrKyur9V8AAPA1nrQUGnKnQ0hIiAYMGKD8/Hz3PpfLpfz8fCUnJ9d4zuDBg7V37165XC73vj179qhDhw6WEwOpESoH+/bt0+LFi5WVlaVHHnlE27dv14MPPqiQkBClpaVVOz4nJ0czZ86stt/1Q4Vcjipvh+cVQd0utjuEuhXX3IvyBY6OMRc+yEbx//0Pu0Oo03udFtsdQq26/eV+u0Oo05mLT9odQp1ccb67el671w7aHUKtDKMJvyfOmzfQ4PPrKSsrS2lpaUpMTNTAgQM1f/58VVRUuO9euOuuu9SpUyf3vIX7779fCxcu1MSJE/XAAw/o66+/1uzZs/Xggw/Wa1yvJwcul0uJiYmaPXu2JOmKK67Qzp07lZubW2NyMG3aNGVlZblfl5eXKy4uztthAQDgd0aPHq2jR49qxowZKikpUb9+/ZSXl+eepHjw4EEFBf2rCRAXF6f3339fkydPVp8+fdSpUydNnDhRU6ZMqde4Xk8OOnTooB49epj2de/eXX/9619rPD40NNSrkzEAAGgMdj2yOTMzU5mZmTW+t2nTpmr7kpOTtXXr1oYN9hOvJweDBw/W7t27Tfv27Nmjrl27ensoAACajidrIJ873094fULi5MmTtXXrVs2ePVt79+7VihUrtGTJEmVkZHh7KAAA0Ai8nhxceeWVWrNmjV5//XX16tVLTzzxhObPn69x48Z5eygAAJpMU9+tYKdGebbC8OHDNXz48Ma4NAAA9vGj1oAneLYCAAAw4amMAABYYMcjm+1CcgAAgBUBdLcCyQEAAJY4fto8Od8/MOcAAACYUDkAAMAK2goAAMAkgJID2goAAMCEygEAAFbY8Mhmu5AcAABggV1PZbQDbQUAAGBC5QAAACsCaEIiyQEAAFYE0JwD2goAAMCEygEAABY4jLObJ+f7C5IDAACsYM4BAAAwYc4BAAAIVFQOAACwgrYCAAAwCaDkgLYCAAAwoXIAAIAVAVQ5IDkAAMAK7lYAAACBisoBAAAWsEIiAAAwC6A5B7QVAACACckBAAAwoa0AAIAFDnk458BrkTQ+n00Ogi5PUFBwqN1h1MhRXmF3CHULDbE7glod+3WU3SHUaV2nv9odQp0mHEqyO4RaJczaYXcIdTp8f3+7Q6iT8yK7I6hdUGQru0OoVZCrSjraRINxKyMAAAhUPls5AADApwTQ3QokBwAAWBFAyQFtBQAAYELlAAAAC1ghEQAAmNFWAAAAgYrKAQAAVgRQ5YDkAAAACwJpzgFtBQAAYELlAAAAKwJo+WSSAwAArGDOAQAAOB9zDgAAQMCicgAAgBW0FQAAgImHbQV/Sg5oKwAAABMqBwAAWEFbAQAAmARQckBbAQAAmFA5AADAAtY5AAAAAYvkAAAAmNBWAADAigCakEhyAACABYE054DkAAAAq/zoC94TzDkAAAAmJAcAAFhheGFrgEWLFik+Pl5hYWFKSkrStm3bLJ23cuVKORwOjRw5st5jkhwAAGDBuTkHnmz1tWrVKmVlZSk7O1s7duxQ3759lZqaqiNHjtR53oEDB/TQQw/p6quvbtDPSnIAAICPmjdvnsaPH6/09HT16NFDubm5at68uZYtW1brOU6nU+PGjdPMmTN18cUXN2hckgMAAKzwUluhvLzctFVWVtY4XFVVlQoLC5WSkuLeFxQUpJSUFBUUFNQa5n/+538qOjpa99xzT4N/VJIDAAAs8FZbIS4uTpGRke4tJyenxvGOHTsmp9OpmJgY0/6YmBiVlJTUeM7mzZv1l7/8RUuXLvXoZ+VWRgAAmlBxcbEiIiLcr0NDQ71y3R9++EF33nmnli5dqvbt23t0rUavHMyZM0cOh0OTJk1q7KEAAGg8XmorREREmLbakoP27dsrODhYpaWlpv2lpaWKjY2tdvw333yjAwcOaMSIEWrWrJmaNWumV155RW+//baaNWumb775xvKP2qjJwfbt2/XCCy+oT58+jTkMAACNr4lvZQwJCdGAAQOUn5/v3udyuZSfn6/k5ORqx3fr1k1ffPGFioqK3Ntvf/tbXXfddSoqKlJcXJzlsRutrXDixAmNGzdOS5cu1axZs2o9rrKy0jQZo7y8vLFCAgDAr2RlZSktLU2JiYkaOHCg5s+fr4qKCqWnp0uS7rrrLnXq1Ek5OTkKCwtTr169TOe3bt1akqrtv5BGSw4yMjI0bNgwpaSk1Jkc5OTkaObMmdX2Hx7SRsGhYY0Vnkfa/b+WdodQp6ue2Wp3CLWaGfWB3SHUKWnaH+wOoU7ttx61O4RaOUJKL3yQjTq9V/d94bb7vszuCGrl+uGE3SHUymVUNdlYdjxbYfTo0Tp69KhmzJihkpIS9evXT3l5ee5JigcPHlRQkPebAI2SHKxcuVI7duzQ9u3bL3jstGnTlJWV5X5dXl5er9IHAABNwqanMmZmZiozM7PG9zZt2lTnucuXL2/QmF5PDoqLizVx4kRt2LBBYWEX/s0/NDTUazM1AQBoNDyyueEKCwt15MgR9e/f373P6XTqo48+0sKFC1VZWang4GBvDwsAALzE68nB0KFD9cUXX5j2paenq1u3bpoyZQqJAQDAL9kx58AuXk8OWrVqVW1WZIsWLdSuXbt6z5YEAMBnBFBbgeWTAQCASZMsn3yh2ZQAAPg62goAAMCMtgIAAAhUVA4AALAigCoHJAcAAFjg+Gnz5Hx/QVsBAACYUDkAAMAK2goAAOB83MoIAADMAqhywJwDAABgQuUAAACr/Oi3f0+QHAAAYEEgzTmgrQAAAEyoHAAAYEUATUgkOQAAwALaCgAAIGBROQAAwAraCgAA4Hy0FQAAQMCicgAAgBW0FQAAgAnJAQAAOB9zDgAAQMCicgAAgBW0FQAAwPkchiGH0fBveE/ObWq0FQAAgAmVAwAArKCtAAAAzsfdCgAAIGBROQAAwAraCvaruOKkgpr75idZFRludwh1mhn1/+wOoVbZR3vaHUKd2r+31+4Q6mRUVtkdQu2CfLwQWXna7gjq1sxn/zmWHA67I6hD08VGWwEAAAQsH05VAQDwIbQVAADA+QKprUByAACAFQFUOWDOAQAAMKFyAACARf7UGvAEyQEAAFYYxtnNk/P9BG0FAABgQuUAAAALuFsBAACYcbcCAAAIVFQOAACwwOE6u3lyvr8gOQAAwAraCgAAIFBROQAAwALuVgAAAGYBtAgSyQEAABYEUuWAOQcAAMCEygEAAFYE0N0KJAcAAFhAWwEAAAQsKgcAAFjB3QoAAOB8tBUAAEDAonIAAIAVAXS3ApUDAAAsONdW8GRriEWLFik+Pl5hYWFKSkrStm3baj126dKluvrqq9WmTRu1adNGKSkpdR5fG5IDAAB81KpVq5SVlaXs7Gzt2LFDffv2VWpqqo4cOVLj8Zs2bdLYsWO1ceNGFRQUKC4uTjfeeKMOHTpUr3FJDgAAsMJleL7V07x58zR+/Hilp6erR48eys3NVfPmzbVs2bIaj3/ttdc0YcIE9evXT926ddOLL74ol8ul/Pz8eo1LcgAAgBWGFzZJ5eXlpq2ysrLG4aqqqlRYWKiUlBT3vqCgIKWkpKigoMBSyD/++KNOnz6ttm3b1utHJTkAAMAChzycc/DTdeLi4hQZGenecnJyahzv2LFjcjqdiomJMe2PiYlRSUmJpZinTJmijh07mhIMK7hbAQCAJlRcXKyIiAj369DQ0EYZZ86cOVq5cqU2bdqksLCwep1LcgAAgBVeWiExIiLClBzUpn379goODlZpaalpf2lpqWJjY+s895lnntGcOXP0wQcfqE+fPvUOlbYCAAAWNPWtjCEhIRowYIBpMuG5yYXJycm1nvfUU0/piSeeUF5enhITExv0s3o9OcjJydGVV16pVq1aKTo6WiNHjtTu3bu9PQwAAL94WVlZWrp0qV5++WXt2rVL999/vyoqKpSeni5JuuuuuzRt2jT38XPnztX06dO1bNkyxcfHq6SkRCUlJTpx4kS9xvV6cvDhhx8qIyNDW7du1YYNG3T69GndeOONqqio8PZQAAA0HS/drVAfo0eP1jPPPKMZM2aoX79+KioqUl5ennuS4sGDB3X48GH38YsXL1ZVVZVuvfVWdejQwb0988wz9RrX63MO8vLyTK+XL1+u6OhoFRYW6pprrql2fGVlpek2jvLycm+HBACAxxyGIYcHcw4aem5mZqYyMzNrfG/Tpk2m1wcOHGjQGD/X6BMSy8rKJKnWeyxzcnI0c+bMavtdZ4Kl08GNGltDfXnfYrtDqFOPF+63O4RaddhSZXcIdQoLL73wQXaKrt+9yk3qHz7+2Z05Y3cEdTLKf7A7BMCtUSckulwuTZo0SYMHD1avXr1qPGbatGkqKytzb8XFxY0ZEgAADePywuYnGrVykJGRoZ07d2rz5s21HhMaGtpo93gCAOAtdrUV7NBoyUFmZqbeffddffTRR+rcuXNjDQMAALzM68mBYRh64IEHtGbNGm3atEkJCQneHgIAgKbXwDsOTOf7Ca8nBxkZGVqxYoXeeusttWrVyr3+c2RkpMLDw709HAAATcNLKyT6A69PSFy8eLHKysp07bXXmu6xXLVqlbeHAgCgyTT1Col2apS2AgAA8F88eAkAACsCqK1AcgAAgAUO19nNk/P9BU9lBAAAJlQOAACwgrYCAAAwCaB1DmgrAAAAEyoHAABYwLMVAACAWQDNOaCtAAAATKgcAABghSHJk7UK/KdwQHIAAIAVzDkAAABmhjycc+C1SBodcw4AAIAJlQMAAKwIoLsVSA4AALDCJcnh4fl+grYCAAAwoXIAAIAF3K0AAADMAmjOAW0FAABgQuUAAAArAqhyQHIAAIAVAZQc0FYAAAAmVA4AALAigNY5IDkAAMACbmUEAABmzDkAAACBisoBAABWuAzJ4cFv/y7/qRyQHAAAYAVtBQAAEKh8tnLwf0NfUUSrYLvDqNHF799jdwh1CrrspN0h1Oq7snC7Q6hTx5IWdodQJ9eub+wOoVZBES3tDqFOxokKu0Ook/PECbtDqFVQuA//vW3S38Y9rBzIfyoHPpscAADgU2grAACAQEXlAAAAK1yGPGoNcLcCAAC/MIbr7ObJ+X6CtgIAADChcgAAgBUBNCGR5AAAACuYcwAAAEwCqHLAnAMAAGBC5QAAACsMeVg58FokjY7kAAAAK2grAACAQEXlAAAAK1wuSR4sZOTyn0WQSA4AALCCtgIAAAhUVA4AALAigCoHJAcAAFgRQCsk0lYAAAAmVA4AALDAMFwyPHjssifnNjWSAwAArDAMz1oDzDkAAOAXxvBwzoEfJQfMOQAAACZUDgAAsMLlkhwezBvwozkHVA4AALDi3DoHnmwNsGjRIsXHxyssLExJSUnatm1bnce/+eab6tatm8LCwtS7d2+tX7++3mOSHAAA4KNWrVqlrKwsZWdna8eOHerbt69SU1N15MiRGo/fsmWLxo4dq3vuuUefffaZRo4cqZEjR2rnzp31GpfkAAAACwyXy+OtvubNm6fx48crPT1dPXr0UG5urpo3b65ly5bVePxzzz2nm266SQ8//LC6d++uJ554Qv3799fChQvrNS7JAQAAVniprVBeXm7aKisraxyuqqpKhYWFSklJce8LCgpSSkqKCgoKajynoKDAdLwkpaam1np8bUgOAABoQnFxcYqMjHRvOTk5NR537NgxOZ1OxcTEmPbHxMSopKSkxnNKSkrqdXxtuFsBAAArXIbk8Hydg+LiYkVERLh3h4aGehqZ15EcAABghWFI8uRWxrPJQUREhCk5qE379u0VHBys0tJS0/7S0lLFxsbWeE5sbGy9jq8NbQUAAHxQSEiIBgwYoPz8fPc+l8ul/Px8JScn13hOcnKy6XhJ2rBhQ63H14bKAQAAFhguQ4YHbQWjAescZGVlKS0tTYmJiRo4cKDmz5+viooKpaenS5LuuusuderUyT1vYeLEiRoyZIieffZZDRs2TCtXrtSnn36qJUuW1GvcRqsc1HfRBgAAfJrh8nyrp9GjR+uZZ57RjBkz1K9fPxUVFSkvL8896fDgwYM6fPiw+/hBgwZpxYoVWrJkifr27avVq1dr7dq16tWrV73GbZTKwblFG3Jzc5WUlKT58+crNTVVu3fvVnR0dGMMCQBAo7KjciBJmZmZyszMrPG9TZs2Vds3atQojRo1qkFjndMolYP6LtoAAAB8h9crB+cWbZg2bZp7X12LNlRWVpoWgCgrK5MklZ/w3QdUuE6esjuEup122h1BrZyVDrtDqNMZZ82LkfgKl3Ha7hBqFeSqsjuEuvn443KdvvxnawTbHUKtzvz0uTX0t/L6jVXp0cOTzsh3/4x/zuvJQV2LNnz11VfVjs/JydHMmTOr7e/a/4C3Q/Oix+0OAI3kS7sD8Gff2x0AGs1JuwO4sO+++06RkZGNcu2QkBDFxsZqc0n9H2D0c7GxsQoJCfFCVI3L9rsVpk2bpqysLPfr48ePq2vXrjp48GCj/UH/kpWXlysuLq7aIhu4MD67huOz8wyfX8OVlZWpS5cuatu2baONERYWpv3796uqyvPqWEhIiMLCwrwQVePyenJQ30UbQkNDa1wdKjIykr8kHrC6yAaq47NrOD47z/D5NVxQUOMu2xMWFuYXX+re4vVPsyGLNgAAAN/RKG2FCy3aAAAAfFejJAejR4/W0aNHNWPGDJWUlKhfv36mRRvqEhoaquzsbJ98EIU/4PNrOD67huOz8wyfX8Px2TUOh9EU938AAAC/wYOXAACACckBAAAwITkAAAAmJAcAAMCE5AAAAJj4XHKwaNEixcfHKywsTElJSdq2bZvdIfm8nJwcXXnllWrVqpWio6M1cuRI7d692+6w/NKcOXPkcDg0adIku0PxG4cOHdIdd9yhdu3aKTw8XL1799ann35qd1g+z+l0avr06UpISFB4eLguueQSPfHEE03yACF/9NFHH2nEiBHq2LGjHA6H1q5da3rfMAzNmDFDHTp0UHh4uFJSUvT111/bE+wvgE8lB6tWrVJWVpays7O1Y8cO9e3bV6mpqTpy5Ijdofm0Dz/8UBkZGdq6das2bNig06dP68Ybb1RFRYXdofmV7du364UXXlCfPn3sDsVvfP/99xo8eLAuuugivffee/ryyy/17LPPqk2bNnaH5vPmzp2rxYsXa+HChdq1a5fmzp2rp556SgsWLLA7NJ9UUVGhvn37atGiRTW+/9RTT+n5559Xbm6uPvnkE7Vo0UKpqak6dcrHn6LrqwwfMnDgQCMjI8P92ul0Gh07djRycnJsjMr/HDlyxJBkfPjhh3aH4jd++OEH47LLLjM2bNhgDBkyxJg4caLdIfmFKVOmGFdddZXdYfilYcOGGXfffbdp33/8x38Y48aNsyki/yHJWLNmjfu1y+UyYmNjjaefftq97/jx40ZoaKjx+uuv2xCh//OZykFVVZUKCwuVkpLi3hcUFKSUlBQVFBTYGJn/KSsrk6RGfUrZL01GRoaGDRtm+v8PF/b2228rMTFRo0aNUnR0tK644gotXbrU7rD8wqBBg5Sfn689e/ZIkj7//HNt3rxZv/nNb2yOzP/s379fJSUlpr+/kZGRSkpK4vujgWx/ZPM5x44dk9PprLbEckxMjL766iubovI/LpdLkyZN0uDBg9WrVy+7w/ELK1eu1I4dO7R9+3a7Q/E7+/bt0+LFi5WVlaVHHnlE27dv14MPPqiQkBClpaXZHZ5Pmzp1qsrLy9WtWzcFBwfL6XTqySef1Lhx4+wOze+UlJRIUo3fH+feQ/34THIA78jIyNDOnTu1efNmu0PxC8XFxZo4caI2bNgQUI9j9RaXy6XExETNnj1bknTFFVdo586dys3NJTm4gDfeeEOvvfaaVqxYoZ49e6qoqEiTJk1Sx44d+exgO59pK7Rv317BwcEqLS017S8tLVVsbKxNUfmXzMxMvfvuu9q4caM6d+5sdzh+obCwUEeOHFH//v3VrFkzNWvWTB9++KGef/55NWvWTE6n0+4QfVqHDh3Uo0cP077u3bvr4MGDNkXkPx5++GFNnTpVY8aMUe/evXXnnXdq8uTJysnJsTs0v3PuO4LvD+/xmeQgJCREAwYMUH5+vnufy+VSfn6+kpOTbYzM9xmGoczMTK1Zs0Z///vflZCQYHdIfmPo0KH64osvVFRU5N4SExM1btw4FRUVKTg42O4QfdrgwYOr3Ta7Z88ede3a1aaI/MePP/6ooCDzP8HBwcFyuVw2ReS/EhISFBsba/r+KC8v1yeffML3RwP5VFshKytLaWlpSkxM1MCBAzV//nxVVFQoPT3d7tB8WkZGhlasWKG33npLrVq1cvfYIiMjFR4ebnN0vq1Vq1bV5ma0aNFC7dq1Y86GBZMnT9agQYM0e/Zs3Xbbbdq2bZuWLFmiJUuW2B2azxsxYoSefPJJdenSRT179tRnn32mefPm6e6777Y7NJ904sQJ7d271/16//79KioqUtu2bdWlSxdNmjRJs2bN0mWXXaaEhARNnz5dHTt21MiRI+0L2p/ZfbvEzy1YsMDo0qWLERISYgwcONDYunWr3SH5PEk1bi+99JLdofklbmWsn3feecfo1auXERoaanTr1s1YsmSJ3SH5hfLycmPixIlGly5djLCwMOPiiy82Hn30UaOystLu0HzSxo0ba/x3Li0tzTCMs7czTp8+3YiJiTFCQ0ONoUOHGrt377Y3aD/mMAyW4wIAAP/iM3MOAACAbyA5AAAAJiQHAADAhOQAAACYkBwAAAATkgMAAGBCcgAAAExIDgAAgAnJAQAAMCE5AAAAJiQHAADA5P8HzW38y70D6kkAAAAASUVORK5CYII=", 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", 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", 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", 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", 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", 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", 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", 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", 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", 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1efJkPfXUU7r44ouVmJio6dOnq0OHDrXOrgQAwN+5ZMil+leO63PuuT5zp02bpgMHDuiVV16RJP3+97/XCy+8oIcfflh33HGH/va3v2n16tVau3Ztncatc3KwdetWXXPNNe7HZ+YLnLl97MMPP6yKigrdfffdOnr0qK688krl5eUpwt97zQAA1MIll7z57l+fs8/1mfvdd99p//797ucTExO1du1aTZkyRc8995w6deqkl156ydKdYc/md8snl5eXKzo6WsNbpTLnoL78uC/t/xMSmXNQX98Pi7c7hFq1Lvre7hBq9X/XtbU7hBr9/YHFdodQo/IfnWp1yR6VlZU1WB//zOfSP3d18npCYodL/69BY/UV269WAAAgEDgNQ04vvk97c25jIzkAAMACO+Yc2MXPa6gAAKCxUTkAAMAClww5g6RyQHIAAIAFtBUAAEDQonIAAIAFXK0AAABMXD9v3pwfKGgrAAAAEyoHAABY4PTyagVvzm1sJAcAAFjgNE5v3pwfKEgOAACwgDkHAAAgaFE5AADAApcccqr+d0Z1eXFuYyM5AADAApdxevPm/EBBWwEAAJhQOQAAwAKnl20Fb85tbCQHAABYEEzJAW0FAABgQuUAAAALXIZDLsOLqxW8OLexkRwAAGABbQUAABC0qBwAAGCBUyFyevGd2unDWBoayQEAABYYXs45MJhzAADA+YU5BwAAIGhROQAAwAKnESKn4cWcgwC6twLJAQAAFrjkkMuLgrtLgZMd0FYAAAAmVA4AALAgmCYk+m1y4AgNlSMk1O4wPDL8/GpVRxO//bX6vVOd2todQq0ODmpudwg1qoqyO4LatbvjR7tDqNXfL/mL3SHUqM+z99odQo2clSckPdo4Y3k954C2AgAACFB8xQQAwILTExK9uPESbQUAAM4vLi+XT+ZqBQAAELCoHAAAYEEwTUgkOQAAwAKXQoJmESSSAwAALHAaDjm9uLOiN+c2NuYcAAAAEyoHAABY4PTyagUnbQUAAM4vLiNELi8mJLoCaEIibQUAAGBC5QAAAAtoKwAAABOXvLviwOW7UBocbQUAAGBC5QAAAAu8XwQpcL6PkxwAAGCB98snB05yEDiRAgCARkHlAAAAC1xyyCVvJiQGzvLJJAcAAFgQTG0FkgMAACzwfp2DwEkOAidSAADQKKgcAABggctwyOXNIkgBdMtmkgMAACxwedlWCKR1DgInUgAA0CioHAAAYIH3t2wOnO/jJAcAAFjglENOL9Yq8ObcxhY4aQwAAGgUVA4AALAgmNoKgRMpAAA2cupfrYX6bfWzaNEiJSQkKCIiQklJSdqyZUutxy9YsECXXnqpIiMjFR8frylTpujEiRN1GpPkAAAAP7Vq1SplZmYqOztb27ZtU9++fZWSkqKDBw96PH7FihV65JFHlJ2drZ07d+qPf/yjVq1apUcffbRO45IcAABgwZm2gjdbXc2fP18TJkxQWlqaevToodzcXDVr1kzLli3zePxHH32kIUOG6JZbblFCQoJGjBihcePGnbPa8EskBwAAWHDmxkvebJJUXl5u2iorKz2OV1VVpaKiIiUnJ7v3hYSEKDk5WYWFhR7PueKKK1RUVOROBvbs2aN169bpN7/5TZ1+Vp8nB06nU9OnT1diYqIiIyPVtWtXzZw5U4Zh+HooAAAajfHzLZvruxk/X8oYHx+v6Oho95aTk+NxvMOHD8vpdCo2Nta0PzY2ViUlJR7PueWWW/Tkk0/qyiuvVNOmTdW1a1cNGzaszm0Fn1+tMHfuXC1evFh/+tOf1LNnT23dulVpaWmKjo7W/fff7+vhAAAIKMXFxYqKinI/Dg8P99lrFxQUaPbs2frDH/6gpKQkffPNN5o0aZJmzpyp6dOnW34dnycHH330kf793/9dI0eOlCQlJCTo9ddfr3O/AwAAf3J2a6C+50tSVFSUKTmoSdu2bRUaGqrS0lLT/tLSUsXFxXk8Z/r06brtttt01113SZJ69+6tiooK3X333XrssccUEmItfp+3Fa644grl5+dr9+7dkqTPP/9cmzdv1q9//WuPx1dWVlbrvwAA4G/O3JXRm60uwsLCNGDAAOXn5/8rBpdL+fn5Gjx4sMdzfvrpp2oJQGhoqCTVqb3v88rBI488ovLycnXr1k2hoaFyOp2aNWuWxo8f7/H4nJwczZgxo9p+4+RJGQ7/XGrS0cTP1476+Q/BLzXx49gkHY+LsDuEWh1vZ3cENWvq53n9O5fk2R1CrUbvvs7uEGrUKe+w3SHU6JSzUl/ZHUQDyszMVGpqqgYOHKhBgwZpwYIFqqioUFpamiTp9ttvV8eOHd3zFkaPHq358+frsssuc7cVpk+frtGjR7uTBCt8/im3evVqvfbaa1qxYoV69uyp7du3a/LkyerQoYNSU1OrHT9t2jRlZma6H5eXlys+Pt7XYQEA4BWnl7dsrs+5N998sw4dOqSsrCyVlJSoX79+ysvLc09S3L9/v6lS8Pjjj8vhcOjxxx/XgQMH1K5dO40ePVqzZs2q07g+Tw4eeughPfLIIxo7dqyk0/2Offv2KScnx2NyEB4e7tPJGAAANIT6tAZ+eX59ZGRkKCMjw+NzBQUFpsdNmjRRdna2srOz6zXWGT6fc1BTv8Plcvl6KAAA0AB8Xjk4U77o3Lmzevbsqc8++0zz58/XHXfc4euhAABoNC6FyOXFd2pvzm1sPk8OFi5cqOnTp2vixIk6ePCgOnTooHvuuUdZWVm+HgoAgEbjNBxyetFW8Obcxubz5KBFixZasGCBFixY4OuXBgAAjcDPr8kDAMA/2DUh0Q4kBwAAWGDU886KZ58fKEgOAACwwCmHnPJizoEX5za2wEljAABAo6ByAACABS7Du3kDLuu3NrAdyQEAABa4vJxz4M25jS1wIgUAAI2CygEAABa45JDLi0mF3pzb2EgOAACwIJhWSKStAAAATKgcAABgQTBNSCQ5AADAApe8XD45gOYcBE4aAwAAGgWVAwAALDC8vFrBCKDKAckBAAAWcFdGAABgEkwTEgMnUgAA0CioHAAAYAFtBQAAYBJMyyfTVgAAACZUDgAAsIC2AgAAMAmm5IC2AgAAMKFyAACABcFUOSA5AADAgmBKDmgrAAAAEyoHAABYYMi7tQoM34XS4EgOAACwIJjaCiQHAABYEEzJAXMOAACACZWDejBOnbI7hNr5cXyO5s3sDqFWLT77p90h1OrH+Hi7Q6jRZ9MW2x1CrXr/1712h1ArV7jdEdSsxQD/7ZY7q05IOxtnrGCqHJAcAABgQTAlB7QVAACACZUDAAAsMAyHDC++/XtzbmMjOQAAwAKXHF6tc+DNuY2NtgIAADChcgAAgAXBNCGR5AAAAAuCac4BbQUAAGBC5QAAAAtoKwAAAJNgaiuQHAAAYIHhZeUgkJID5hwAAAATKgcAAFhgSDK8uAeV/96+qjqSAwAALHDJIQcrJAIAgGBE5QAAAAu4WgEAAJi4DIccQbLOAW0FAABgQuUAAAALDMPLqxUC6HIFkgMAACwIpjkHtBUAAIAJlQMAACwIpsoByQEAABYE09UKJAcAAFgQTBMSmXMAAABMSA4AALDgdOXA4cVWv3EXLVqkhIQERUREKCkpSVu2bKn1+KNHjyo9PV3t27dXeHi4LrnkEq1bt65OY9JWAADAAjsmJK5atUqZmZnKzc1VUlKSFixYoJSUFO3atUsxMTHVjq+qqtK//du/KSYmRm+88YY6duyoffv2qWXLlnUal+QAAAA/NX/+fE2YMEFpaWmSpNzcXK1du1bLli3TI488Uu34ZcuW6ciRI/roo4/UtGlTSVJCQkKdx6WtAACABYYPNkkqLy83bZWVlR7Hq6qqUlFRkZKTk937QkJClJycrMLCQo/nvP322xo8eLDS09MVGxurXr16afbs2XI6nXX6WUkOAACwwLv5Bv9qScTHxys6Otq95eTkeBzv8OHDcjqdio2NNe2PjY1VSUmJx3P27NmjN954Q06nU+vWrdP06dP17LPP6qmnnqrTz0pbAQCARlRcXKyoqCj34/DwcJ+9tsvlUkxMjJYsWaLQ0FANGDBABw4c0NNPP63s7GzLr0NyAACAFWf3Bup7vqSoqChTclCTtm3bKjQ0VKWlpab9paWliouL83hO+/bt1bRpU4WGhrr3de/eXSUlJaqqqlJYWJilUBukrXDgwAHdeuutatOmjSIjI9W7d29t3bq1IYYCAKBxeNtSqOPVCmFhYRowYIDy8/Pd+1wul/Lz8zV48GCP5wwZMkTffPONXC6Xe9/u3bvVvn17y4mB1ADJwQ8//KAhQ4aoadOmeu+997Rjxw49++yzatWqla+HAgCg0ZxZIdGbra4yMzO1dOlS/elPf9LOnTt17733qqKiwn31wu23365p06a5j7/33nt15MgRTZo0Sbt379batWs1e/Zspaen12lcn7cV5s6dq/j4eL388svufYmJib4eBgCA897NN9+sQ4cOKSsrSyUlJerXr5/y8vLckxT379+vkJB/fc+Pj4/X+vXrNWXKFPXp00cdO3bUpEmTNHXq1DqN6/Pk4O2331ZKSopuvPFGbdq0SR07dtTEiRM1YcIEj8dXVlaaLuMoLy/3dUgAAHjNrrsyZmRkKCMjw+NzBQUF1fYNHjxYH3/8cb3GOsPnycGePXu0ePFiZWZm6tFHH9Wnn36q+++/X2FhYUpNTa12fE5OjmbMmFFtvyMyUo4Q6/2RRnVWL8cvnTURxd9UDIi3O4Ta3X/Q7ghq9VnPxXaHUKPLcu61O4Ranay+mJxfiTxkdwQ1a1NQbHcINTrl8rxGQIOox7yBaucHCJ/POXC5XOrfv79mz56tyy67THfffbcmTJig3Nxcj8dPmzZNZWVl7q242H//CAEACAY+rxy0b99ePXr0MO3r3r27/vrXv3o8Pjw83KfXeAIA0BCC6ZbNPk8OhgwZol27dpn27d69W126dPH1UAAANB4frXMQCHzeVpgyZYo+/vhjzZ49W998841WrFihJUuW1PkyCgAAYA+fJweXX3653nzzTb3++uvq1auXZs6cqQULFmj8+PG+HgoAgEbjq3srBIIGWT551KhRGjVqVEO8NAAA9gmg1oA3uCsjAAAw4cZLAABYYNciSHYgOQAAwIogulqB5AAAAEscP2/enB8YmHMAAABMqBwAAGAFbQUAAGASRMkBbQUAAGBC5QAAACuC6JbNJAcAAFgQTHdlpK0AAABMqBwAAGBFEE1IJDkAAMCKIJpzQFsBAACYUDkAAMACh3F68+b8QEFyAACAFcw5AAAAJsw5AAAAwYrKAQAAVtBWAAAAJkGUHNBWAAAAJlQOAACwIogqByQHAABYwdUKAAAgWFE5AADAAlZIBAAAZkE054C2AgAAMCE5AAAAJrQVAACwwCEv5xz4LJKG57/JgcslyWV3FB4ZbVvaHULtQvy3IHTgqlC7Q6jV1z3fsjuEWg3733+3O4QadXi72O4QavXjZR3sDqFWkSUn7A6hZi4/bpY3ZmxcyggAAIKV/1YOAADwJ0F0tQLJAQAAVgRRckBbAQAAmFA5AADAAlZIBAAAZrQVAABAsKJyAACAFUFUOSA5AADAgmCac0BbAQAAmFA5AADAiiBaPpnkAAAAK5hzAAAAzsacAwAAELSoHAAAYAVtBQAAYOJlWyGQkgPaCgAAwITKAQAAVtBWAAAAJkGUHNBWAAAAJlQOAACwgHUOAABA0CI5AAAAJiQHAABYYfhgq4dFixYpISFBERERSkpK0pYtWyydt3LlSjkcDo0ZM6bOY5IcAABgwZk5B95sdbVq1SplZmYqOztb27ZtU9++fZWSkqKDBw/Wet63336rBx98UFdddVW9flaSAwAArGrkqsH8+fM1YcIEpaWlqUePHsrNzVWzZs20bNmyGs9xOp0aP368ZsyYoQsvvLBe45IcAADQiMrLy01bZWWlx+OqqqpUVFSk5ORk976QkBAlJyersLCwxtd/8sknFRMTozvvvLPeMZIcAABghY/mHMTHxys6Otq95eTkeBzu8OHDcjqdio2NNe2PjY1VSUmJx3M2b96sP/7xj1q6dKlXPyrrHAAAYIGv1jkoLi5WVFSUe394eLiXkZ32448/6rbbbtPSpUvVtm1br16L5AAAgEYUFRVlSg5q0rZtW4WGhqq0tNS0v7S0VHFxcdWO/8c//qFvv/1Wo0ePdu9zuVySpCZNmmjXrl3q2rWrpRhpKwAAYEUjX8oYFhamAQMGKD8/373P5XIpPz9fgwcPrnZ8t27d9MUXX2j79u3u7be//a2uueYabd++XfHx8ZbHpnIAAIAFdiyfnJmZqdTUVA0cOFCDBg3SggULVFFRobS0NEnS7bffro4dOyonJ0cRERHq1auX6fyWLVtKUrX950JyAACAn7r55pt16NAhZWVlqaSkRP369VNeXp57kuL+/fsVEuL7JkCDtxXmzJkjh8OhyZMnN/RQAAA0HJtWSMzIyNC+fftUWVmpTz75RElJSe7nCgoKtHz58hrPXb58udasWVPnMRu0cvDpp5/qxRdfVJ8+fRpyGAAAGp4XH/Du8wNEg1UOjh07pvHjx2vp0qVq1apVjcdVVlZWWxACAADYp8EqB+np6Ro5cqSSk5P11FNP1XhcTk6OZsyYUW2/0baljFDfXPvpa5XtW9gdQq32jgm1O4Qa7fldrt0h1OriP//e7hBq1fH/Oe0OoWYni+2OoFYtth2wO4TanfLj360/czXe13E7JiTapUEqBytXrtS2bdtqXPXpbNOmTVNZWZl7Ky72739gAABByqY5B3bweeWguLhYkyZN0oYNGxQREXHO48PDw322OhQAAA0miOYc+Dw5KCoq0sGDB9W/f3/3PqfTqQ8++EAvvPCCKisrFRrqv2VvAACCnc+Tg+HDh+uLL74w7UtLS1O3bt00depUEgMAQEAKpjkHPk8OWrRoUW0lpubNm6tNmzZ1XqEJAAC/EURtBe6tAAAATBpl+eSCgoLGGAYAgAZDWwEAAJjRVgAAAMGKygEAAFYEUeWA5AAAAAscP2/enB8oaCsAAAATKgcAAFhBWwEAAJyNSxkBAIBZEFUOmHMAAABMqBwAAGBVAH379wbJAQAAFgTTnAPaCgAAwITKAQAAVgTRhESSAwAALKCtAAAAghaVAwAArKCtAAAAzkZbAQAABC0qBwAAWEFbAQAAmJAcAACAszHnAAAABC0qBwAAWEFbAQAAnM1hGHIY9f+E9+bcxkZbAQAAmFA5AADACtoKAADgbFytAAAAghaVAwAArKCtYD/njq/lcDS1OwyP9v/nYLtDqNWe3+XaHUKNLnzzbrtDqFW3V3+wO4RaOb4vszuEGhkVP9kdQq0czSLtDqF2TqfdEdTIOHXK7hBqZLiqGm0s2goAACBo+W3lAAAAv0JbAQAAnC2Y2gokBwAAWBFElQPmHAAAABMqBwAAWBRIrQFvkBwAAGCFYZzevDk/QNBWAAAAJlQOAACwgKsVAACAGVcrAACAYEXlAAAACxyu05s35wcKkgMAAKygrQAAAIIVlQMAACzgagUAAGAWRIsgkRwAAGBBMFUOmHMAAABMqBwAAGAFVysAAICznWkreLPVx6JFi5SQkKCIiAglJSVpy5YtNR67dOlSXXXVVWrVqpVatWql5OTkWo+vCckBAAB+atWqVcrMzFR2dra2bdumvn37KiUlRQcPHvR4fEFBgcaNG6eNGzeqsLBQ8fHxGjFihA4cOFCncUkOAACw4szVCt5sdTR//nxNmDBBaWlp6tGjh3Jzc9WsWTMtW7bM4/GvvfaaJk6cqH79+qlbt2566aWX5HK5lJ+fX6dxSQ4AALDAV22F8vJy01ZZWelxvKqqKhUVFSk5Odm9LyQkRMnJySosLLQU808//aSTJ0+qdevWdfpZSQ4AAGhE8fHxio6Odm85OTkejzt8+LCcTqdiY2NN+2NjY1VSUmJprKlTp6pDhw6mBMMKrlYAAMAKH12tUFxcrKioKPfu8PBwr8KqyZw5c7Ry5UoVFBQoIiKiTueSHAAAYIGvFkGKiooyJQc1adu2rUJDQ1VaWmraX1paqri4uFrPfeaZZzRnzhy9//776tOnT51jpa0AAIAfCgsL04ABA0yTCc9MLhw8eHCN582bN08zZ85UXl6eBg4cWK+xqRwAAGCFyzi9eXN+HWVmZio1NVUDBw7UoEGDtGDBAlVUVCgtLU2SdPvtt6tjx47ueQtz585VVlaWVqxYoYSEBPfchAsuuEAXXHCB5XFJDgAAsMKGFRJvvvlmHTp0SFlZWSopKVG/fv2Ul5fnnqS4f/9+hYT8qwmwePFiVVVV6YYbbjC9TnZ2tp544gnL45IcAABggUNezjmo53kZGRnKyMjw+FxBQYHp8bffflvPUcyYcwAAAEyoHAAAYEU9Vzk0nR8gSA4AALDAV5cyBgKftxVycnJ0+eWXq0WLFoqJidGYMWO0a9cuXw8DAAAaiM+Tg02bNik9PV0ff/yxNmzYoJMnT2rEiBGqqKjw9VAAADQewwdbgPB5WyEvL8/0ePny5YqJiVFRUZGuvvrqasdXVlaabjpRXl7u65AAAPCawzDk8GLegDfnNrYGn3NQVlYmSTXeESonJ0czZsyotj8mP0phzcMaNLb6Wt8l1+4QanXxit/bHUKNEteftDuE2rlcdkdQO6fT7ggCV5V//+0Zhh//7Xmz8E9DC6AP3EDSoJcyulwuTZ48WUOGDFGvXr08HjNt2jSVlZW5t+Li4oYMCQCA+nH5YAsQDVo5SE9P15dffqnNmzfXeEx4eHiD3ZEKAABfoa3gAxkZGXr33Xf1wQcfqFOnTg01DAAA8DGfJweGYei+++7Tm2++qYKCAiUmJvp6CAAAGp8N91awi8+Tg/T0dK1YsUJvvfWWWrRo4b4jVHR0tCIjI309HAAAjSOIVkj0+YTExYsXq6ysTMOGDVP79u3d26pVq3w9FAAAjebMConebIGiQdoKAAAgcHFvBQAArAiitgLJAQAAFjhcpzdvzg8UDboIEgAACDxUDgAAsIK2AgAAMAmidQ5oKwAAABMqBwAAWMC9FQAAgFkQzTmgrQAAAEyoHAAAYIUhyZu1CgKncEByAACAFcw5AAAAZoa8nHPgs0gaHHMOAACACZUDAACsCKKrFUgOAACwwiXJ4eX5AYK2AgAAMKFyAACABVytAAAAzIJozgFtBQAAYELlAAAAK4KockByAACAFUGUHNBWAAAAJlQOAACwIojWOSA5AADAAi5lBAAAZsw5AAAAwYrKAQAAVrgMyeHFt39X4FQOSA4AALCCtgIAAAhWfls5eDH+Q0W1CLU7DI9S911tdwi1uvDBQrtDqFFor0vtDqFWjsNH7Q6hdiHk8/VlnDpldwi1coQ1tTuEGhly2h1CzVzeXFtYV15WDhQ4lQO/TQ4AAPArtBUAAECwonIAAIAVLkNetQa4WgEAgPOM4Tq9eXN+gKCtAAAATKgcAABgRRBNSCQ5AADACuYcAAAAkyCqHDDnAAAAmFA5AADACkNeVg58FkmDIzkAAMAK2goAACBYUTkAAMAKl0uSFwsZuQJnESSSAwAArKCtAAAAghWVAwAArKByAAAATFyG91s9LFq0SAkJCYqIiFBSUpK2bNlS6/F/+ctf1K1bN0VERKh3795at25dncckOQAAwE+tWrVKmZmZys7O1rZt29S3b1+lpKTo4MGDHo//6KOPNG7cON1555367LPPNGbMGI0ZM0ZffvllncYlOQAAwALDcHm91dX8+fM1YcIEpaWlqUePHsrNzVWzZs20bNkyj8c/99xzuu666/TQQw+pe/fumjlzpvr3768XXnihTuOSHAAAYIXhZUvh5zkH5eXlpq2ystLjcFVVVSoqKlJycrJ7X0hIiJKTk1VYWOjxnMLCQtPxkpSSklLj8TUhOQAAwIozExK92STFx8crOjraveXk5Hgc7vDhw3I6nYqNjTXtj42NVUlJicdzSkpK6nR8TbhaAQCARlRcXKyoqCj34/DwcBuj8YzkAAAAK1wuyeHFKoc/zzmIiooyJQc1adu2rUJDQ1VaWmraX1paqri4OI/nxMXF1en4mtBWAADACh+1FawKCwvTgAEDlJ+f797ncrmUn5+vwYMHezxn8ODBpuMlacOGDTUeXxMqBwAA+KnMzEylpqZq4MCBGjRokBYsWKCKigqlpaVJkm6//XZ17NjRPW9h0qRJGjp0qJ599lmNHDlSK1eu1NatW7VkyZI6jUtyAACABYbLJcOLtkJ9LmW8+eabdejQIWVlZamkpET9+vVTXl6ee9Lh/v37FRLyrybAFVdcoRUrVujxxx/Xo48+qosvvlhr1qxRr1696jQuyQEAAFYYhqTGXz45IyNDGRkZHp8rKCiotu/GG2/UjTfeWK+xzmDOAQAAMKFyAACAFS5DcgTHjZdIDgAAsMIwJHlzKWPgJAe0FQAAgAmVAwAALDBchgwv2goGlYO6338aAAC/Zri83wJEgyQHdb3/NAAA/s5wGV5vgaJBkoO63n8aAAD4D5/POThz/+lp06a599V2/+nKykrTvazLysokSeXH/Lf8UlVRZXcItTplnLQ7hBoZTs/3LfcXDpd//279eQ6xYfj7e+ffHH78rdJwOe0OoUanfv67a4x+/imj0qvWwCn577/Nv+Tz5KC2+09/9dVX1Y7PycnRjBkzqu3v0v9bX4fmQ3vsDiBw7bA7AADno++//17R0dEN8tphYWGKi4vT5pJ1Xr9WXFycwsLCfBBVw7L9aoVp06YpMzPT/fjo0aPq0qWL9u/f32C/6PNZeXm54uPjq90vHOfGe1d/vHfe4f2rv7KyMnXu3FmtW7dusDEiIiK0d+9eVVV5Xx0LCwtTRESED6JqWD5PDup6/+nw8HCFh4dX2x8dHc3/JF6wer9wVMd7V3+8d97h/au/s28+1BAiIiIC4kPdV3z+btbn/tMAAMB/NEhb4Vz3nwYAAP6rQZKDc91/ujbh4eHKzs722GrAufH+1R/vXf3x3nmH96/+eO8ahsMIpPUcAQBAg/Pfi6YBAIAtSA4AAIAJyQEAADAhOQAAACYkBwAAwMTvkoNFixYpISFBERERSkpK0pYtW+wOye/l5OTo8ssvV4sWLRQTE6MxY8Zo165ddocVkObMmSOHw6HJkyfbHUrAOHDggG699Va1adNGkZGR6t27t7Zu3Wp3WH7P6XRq+vTpSkxMVGRkpLp27aqZM2c2yg2EAtEHH3yg0aNHq0OHDnI4HFqzZo3pecMwlJWVpfbt2ysyMlLJycn6+uuv7Qn2POBXycGqVauUmZmp7Oxsbdu2TX379lVKSooOHjxod2h+bdOmTUpPT9fHH3+sDRs26OTJkxoxYoQqKirsDi2gfPrpp3rxxRfVp08fu0MJGD/88IOGDBmipk2b6r333tOOHTv07LPPqlWrVnaH5vfmzp2rxYsX64UXXtDOnTs1d+5czZs3TwsXLrQ7NL9UUVGhvn37atGiRR6fnzdvnp5//nnl5ubqk08+UfPmzZWSkqITJ040cqTnCcOPDBo0yEhPT3c/djqdRocOHYycnBwbowo8Bw8eNCQZmzZtsjuUgPHjjz8aF198sbFhwwZj6NChxqRJk+wOKSBMnTrVuPLKK+0OIyCNHDnSuOOOO0z7/uM//sMYP368TREFDknGm2++6X7scrmMuLg44+mnn3bvO3r0qBEeHm68/vrrNkQY+PymclBVVaWioiIlJye794WEhCg5OVmFhYU2RhZ4ysrKJKlB71J2vklPT9fIkSNNf384t7ffflsDBw7UjTfeqJiYGF122WVaunSp3WEFhCuuuEL5+fnavXu3JOnzzz/X5s2b9etf/9rmyALP3r17VVJSYvr/Nzo6WklJSXx+1JPtt2w+4/Dhw3I6ndWWWI6NjdVXX31lU1SBx+VyafLkyRoyZIh69epldzgBYeXKldq2bZs+/fRTu0MJOHv27NHixYuVmZmpRx99VJ9++qnuv/9+hYWFKTU11e7w/Nojjzyi8vJydevWTaGhoXI6nZo1a5bGjx9vd2gBp6SkRJI8fn6ceQ514zfJAXwjPT1dX375pTZv3mx3KAGhuLhYkyZN0oYNG4Lqdqy+4nK5NHDgQM2ePVuSdNlll+nLL79Ubm4uycE5rF69Wq+99ppWrFihnj17avv27Zo8ebI6dOjAewfb+U1boW3btgoNDVVpaalpf2lpqeLi4myKKrBkZGTo3Xff1caNG9WpUye7wwkIRUVFOnjwoPr3768mTZqoSZMm2rRpk55//nk1adJETqfT7hD9Wvv27dWjRw/Tvu7du2v//v02RRQ4HnroIT3yyCMaO3asevfurdtuu01TpkxRTk6O3aEFnDOfEXx++I7fJAdhYWEaMGCA8vPz3ftcLpfy8/M1ePBgGyPzf4ZhKCMjQ2+++ab+9re/KTEx0e6QAsbw4cP1xRdfaPv27e5t4MCBGj9+vLZv367Q0FC7Q/RrQ4YMqXbZ7O7du9WlSxebIgocP/30k0JCzP8Eh4aGyuVy2RRR4EpMTFRcXJzp86O8vFyffPIJnx/15FdthczMTKWmpmrgwIEaNGiQFixYoIqKCqWlpdkdml9LT0/XihUr9NZbb6lFixbuHlt0dLQiIyNtjs6/tWjRotrcjObNm6tNmzbM2bBgypQpuuKKKzR79mzddNNN2rJli5YsWaIlS5bYHZrfGz16tGbNmqXOnTurZ8+e+uyzzzR//nzdcccddofml44dO6ZvvvnG/Xjv3r3avn27Wrdurc6dO2vy5Ml66qmndPHFFysxMVHTp09Xhw4dNGbMGPuCDmR2Xy7xSwsXLjQ6d+5shIWFGYMGDTI+/vhju0Pye5I8bi+//LLdoQUkLmWsm3feecfo1auXER4ebnTr1s1YsmSJ3SEFhPLycmPSpElG586djYiICOPCCy80HnvsMaOystLu0PzSxo0bPf47l5qaahjG6csZp0+fbsTGxhrh4eHG8OHDjV27dtkbdABzGAbLcQEAgH/xmzkHAADAP5AcAAAAE5IDAABgQnIAAABMSA4AAIAJyQEAADAhOQAAACYkBwAAwITkAAAAmJAcAAAAE5IDAABg8v8ByMxQcKw+F0oAAAAASUVORK5CYII=", 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", 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", 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", 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Hhw8f1rfffut+vWvXLm3dulVnn322unbtqsmTJ2vOnDk699xzlZSUpJkzZyo+Pr7e2ZUAAPg7lwy51Ph1Axtz7pm+c6dPn669e/fq2WeflSTdddddWrRokR544AHdeuuteu+99/TSSy/VekrqmTQ4Odi8ebMuvfRS9+tT8wVOPT72gQceUFVVle644w4dPHhQF198sQoKChQR4b8lMwAAzsQll7z57d+Ys8/0nfvDDz9oz5497veTkpK0Zs0aTZkyRU8++aS6dOmiv/zlL5aeDHs6v1s+ubKyUtHR0Uo9O4M5B2h+Ecw5aKxjvePtDqFe4T8csjuEeh3of7bdIdSp6PF8u0OoU+Uhp9r9ZqcqKiqarI9/6nvpX9u7eD0hMf68/9eksfqK7XcrAAAQCJyGIacXv6e9Obe5kRwAAGCBHXMO7NJ0y0kBAICAROUAAAALXDLkDJLKAckBAAAW0FYAAABBi8oBAAAWcLcCAAAwcf28eXN+oKCtAAAATKgcAABggdPLuxW8Obe5kRwAAGCB0zi5eXN+oCA5AADAAuYcAACAoEXlAAAAC1xyyCmHV+cHCpIDAAAscBknN2/ODxS0FQAAgAmVAwAALHB62Vbw5tzmRnIAAIAFwZQc0FYAAAAmVA4AALDAZTjkMry4W8GLc5sbyQEAABbQVgAAAEGLygEAABY4FSKnF7+pnT6MpamRHAAAYIHh5ZwDgzkHAAD8ujDnAAAABC0qBwAAWOA0QuQ0vJhzEEDPViA5AADAApcccnlRcHcpcLID2goAAMCEygEAABYE04RE/00OwsOkkDC7o/Ds+HG7I6hf+3Z2R1C3Gv/+7FxtW9sdQr2+GxNldwh1ar3Xv//hu/a//8/uEOo1u6P/xpdy/112h1AnZ80xSQ81z1hezzmgrQAAAAKU/1YOAADwIycnJHrx4CXaCgAA/Lq4vFw+mbsVAABAwKJyAACABcE0IZHkAAAAC1wKCZpFkEgOAACwwGk45PTiyYrenNvcmHMAAABMqBwAAGCB08u7FZy0FQAA+HVxGSFyeTEh0RVAExJpKwAAABMqBwAAWEBbAQAAmLjk3R0HLt+F0uRoKwAAABMqBwAAWOD9IkiB83uc5AAAAAu8Xz45cJKDwIkUAAA0CyoHAABY4JJDLnkzITFwlk8mOQAAwIJgaiuQHAAAYIH36xwETnIQOJECAIBmQeUAAAALXIZDLm8WQQqgRzaTHAAAYIHLy7ZCIK1zEDiRAgCAZkHlAAAAC7x/ZHPg/B4nOQAAwAKnHHJ6sVaBN+c2t8BJYwAAQLOgcgAAgAXB1FYInEgBALCRU/9uLTRua5zFixcrMTFRERERGjJkiDZt2lTv8Xl5eTrvvPMUGRmphIQETZkyRceOHWvQmCQHAAD4qdWrVys7O1s5OTnasmWL+vfvr7S0NJWXl3s8ftWqVZo2bZpycnK0bds2PfPMM1q9erUefPDBBo1LcgAAgAWn2grebA21YMECTZgwQRkZGerdu7fy8/PVqlUrLV++3OPxH330kYYNG6abbrpJiYmJuuKKK3TjjTeesdrwSyQHAABYcOrBS95sklRZWWnaqqurPY5XU1Oj4uJipaamuveFhIQoNTVVRUVFHs8ZOnSoiouL3cnAzp07tXbtWl199dUN+rP6PDlwOp2aOXOmkpKSFBkZqR49euiRRx6RYRi+HgoAgGZj/PzI5sZuxs+3MiYkJCg6Otq95ebmehxv//79cjqdio2NNe2PjY1VaWmpx3Nuuukm/elPf9LFF1+sli1bqkePHhoxYkSD2wo+v1th/vz5WrJkif7617+qT58+2rx5szIyMhQdHa17773X18MBABBQSkpKFBUV5X4dHh7us2tv2LBBc+fO1Z///GcNGTJE3377rSZNmqRHHnlEM2fOtHwdnycHH330kf7zP/9TI0eOlCQlJibqhRdeaHC/AwAAf3J6a6Cx50tSVFSUKTmoS4cOHRQaGqqysjLT/rKyMsXFxXk8Z+bMmbrlllt0++23S5LOP/98VVVV6Y477tBDDz2kkBBr8fu8rTB06FAVFhZqx44dkqTPP/9cGzdu1FVXXeXx+Orq6lr9FwAA/M2ppzJ6szVEWFiYBg0apMLCwn/H4HKpsLBQKSkpHs85cuRIrQQgNDRUkhrU3vd55WDatGmqrKxUz549FRoaKqfTqUcffVTjxo3zeHxubq5mz55d+w2HJIefLjVpMfOyjdNldwR1O3HC7gjqdbxdhN0h1KvlOYfsDqFOlRFn2R1CvWZ3/D+7Q6hXzr4+dodQp3af/2R3CHU64fQ8me/XIjs7W+np6UpOTtbgwYOVl5enqqoqZWRkSJLGjx+vzp07u+ctjBo1SgsWLNAFF1zgbivMnDlTo0aNcicJVvg8OXjppZf0/PPPa9WqVerTp4+2bt2qyZMnKz4+Xunp6bWOnz59urKzs92vKysrlZCQ4OuwAADwitPLRzY35twxY8Zo3759mjVrlkpLSzVgwAAVFBS4Jynu2bPHVCmYMWOGHA6HZsyYob1796pjx44aNWqUHn300QaN6/Pk4P7779e0adM0duxYSSf7Hd9//71yc3M9Jgfh4eE+nYwBAEBTaExr4JfnN0ZWVpaysrI8vrdhwwbT6xYtWignJ0c5OTmNGusUn9fH6+p3uFx+XOoGAABuPq8cnCpfdO3aVX369NFnn32mBQsW6NZbb/X1UAAANBuXQuTy4je1N+c2N58nBwsXLtTMmTM1ceJElZeXKz4+XnfeeadmzZrl66EAAGg2TsMhpxdtBW/ObW4+Tw7atGmjvLw85eXl+frSAACgGfg8OQAA4NfIrgmJdiA5AADAAqORT1Y8/fxAQXIAAIAFTjnklBdzDrw4t7kFThoDAACaBZUDAAAscBnezRtwWX+0ge1IDgAAsMDl5ZwDb85tboETKQAAaBZUDgAAsMAlh1xeTCr05tzmRnIAAIAFwbRCIm0FAABgQuUAAAALgmlCIskBAAAWuOTl8skBNOcgcNIYAADQLKgcAABggeHl3QpGAFUOSA4AALCApzICAACTYJqQGDiRAgCAZkHlAAAAC2grAAAAk2BaPpm2AgAAMKFyAACABbQVAACASTAlB7QVAACACZUDAAAsCKbKAckBAAAWBFNyQFsBAACYUDkAAMACQ96tVWD4LpQmR3IAAIAFwdRWIDkAAMCCYEoOmHMAAABM/LdycMIphZywOwrPDD/vHB2usjuCujmddkdQr/Ctu+0OoV41O39jdwh1+m5cvt0h1KvH3++0O4R6RX3nv7/Vzu5UY3cIdTpxoqX0VfOMFUyVA/9NDgAA8CPBlBz4b6oKAABsQeUAAAALDMMhw4tf/96c29xIDgAAsMAlh1frHHhzbnOjrQAAAEyoHAAAYEEwTUgkOQAAwIJgmnNAWwEAAJhQOQAAwALaCgAAwCSY2gokBwAAWGB4WTkIpOSAOQcAAMCEygEAABYY8u65e37+yD4TkgMAACxwySEHKyQCAIBgROUAAAALuFsBAACYuAyHHEGyzgFtBQAAYELlAAAACwzDy7sVAuh2BZIDAAAsCKY5B7QVAACACZUDAAAsCKbKAckBAAAWBNPdCiQHAABYEEwTEplzAACAH1u8eLESExMVERGhIUOGaNOmTfUef/DgQWVmZqpTp04KDw/Xb37zG61du7ZBY1I5AADAgpOVA2/mHDT8nNWrVys7O1v5+fkaMmSI8vLylJaWpu3btysmJqbW8TU1NfqP//gPxcTE6OWXX1bnzp31/fffq23btg0al+QAAAAL7JiQuGDBAk2YMEEZGRmSpPz8fK1Zs0bLly/XtGnTah2/fPly/fTTT/roo4/UsmVLSVJiYmKDx6WtAABAM6qsrDRt1dXVHo+rqalRcXGxUlNT3ftCQkKUmpqqoqIij+e88cYbSklJUWZmpmJjY9W3b1/NnTtXTqezQTGSHAAAYIHhg02SEhISFB0d7d5yc3M9jrd//345nU7Fxsaa9sfGxqq0tNTjOTt37tTLL78sp9OptWvXaubMmXriiSc0Z86cBv1ZaSsAAGCBr9oKJSUlioqKcu8PDw/3OrZTXC6XYmJitHTpUoWGhmrQoEHau3evHn/8ceXk5Fi+DskBAADNKCoqypQc1KVDhw4KDQ1VWVmZaX9ZWZni4uI8ntOpUye1bNlSoaGh7n29evVSaWmpampqFBYWZilG2goAAFjhq76CRWFhYRo0aJAKCwvd+1wulwoLC5WSkuLxnGHDhunbb7+Vy+Vy79uxY4c6depkOTGQmig52Lt3r26++Wa1b99ekZGROv/887V58+amGAoAgObxc1uhsZsa0ZLIzs7WsmXL9Ne//lXbtm3T3XffraqqKvfdC+PHj9f06dPdx99999366aefNGnSJO3YsUNr1qzR3LlzlZmZ2aBxfd5WOHDggIYNG6ZLL71Ub7/9tjp27KhvvvlG7dq18/VQAAA0GztWSBwzZoz27dunWbNmqbS0VAMGDFBBQYF7kuKePXsUEvLv3/kJCQl65513NGXKFPXr10+dO3fWpEmTNHXq1AaN6/PkYP78+UpISNCKFSvc+5KSknw9DAAAQSErK0tZWVke39uwYUOtfSkpKfr444+9GtPnbYU33nhDycnJuv766xUTE6MLLrhAy5Ytq/P46urqWvd8AgDgb7xpKXh7p0Nz83nlYOfOnVqyZImys7P14IMP6tNPP9W9996rsLAwpaen1zo+NzdXs2fP9hBZqBTipzdThPr3PE6jbRu7Q6iT42iN3SHU6/vrY898kI2+GbfE7hDqdO7zd9kdQr0iuh+yO4R6VR3z37+38a/8y+4Q6nTC5XkBoSbRyHkDpvMDhM+/5VwulwYOHKi5c+fqggsu0B133KEJEyYoPz/f4/HTp09XRUWFeyspKfF1SAAAoAF8/tO8U6dO6t27t2lfr1699Morr3g8Pjw83KcLQAAA0BSC6ZHNPk8Ohg0bpu3bt5v27dixQ926dfP1UAAANJ9GrFVQ6/wA4fO2wpQpU/Txxx9r7ty5+vbbb7Vq1SotXbq0wfdYAgAAe/g8Objwwgv16quv6oUXXlDfvn31yCOPKC8vT+PGjfP1UAAANBvuVvDSNddco2uuuaYpLg0AgH0CqDXgDf++Jw8AADQ7P11IAAAA/+KrRzYHApIDAACsCKK7FUgOAACwxPHz5s35gYE5BwAAwITKAQAAVtBWAAAAJkGUHNBWAAAAJlQOAACwIoge2UxyAACABcH0VEbaCgAAwITKAQAAVgTRhESSAwAArAiiOQe0FQAAgAmVAwAALHAYJzdvzg8UJAcAAFjBnAMAAGDCnAMAABCsqBwAAGAFbQUAAGASRMkBbQUAAGBC5QAAACuCqHJAcgAAgBXcrQAAAIIVlQMAACxghUQAAGAWRHMOaCsAAAATkgMAAGBCWwEAAAsc8nLOgc8iaXp+mxwYbc6SERpudxgeOaqO2B1Cvb6+M8ruEOoW6bQ7gnrtvHKJ3SHUq++iu+0OoU6/eXq73SHUq3pAot0h1KvlgUq7Q8CZcCsjAAAIVn5bOQAAwK8E0d0KJAcAAFgRRMkBbQUAAGBC5QAAAAtYIREAAJjRVgAAAMGKygEAAFYEUeWA5AAAAAuCac4BbQUAAGBC5QAAACuCaPlkkgMAAKxgzgEAADgdcw4AAEDQonIAAIAVtBUAAICJl22FQEoOaCsAAAATKgcAAFhBWwEAAJgEUXJAWwEAAJhQOQAAwALWOQAAAH5h8eLFSkxMVEREhIYMGaJNmzZZOu/FF1+Uw+HQ6NGjGzwmyQEAAH5q9erVys7OVk5OjrZs2aL+/fsrLS1N5eXl9Z63e/du3XfffbrkkksaNS7JAQAAVhg+2BpowYIFmjBhgjIyMtS7d2/l5+erVatWWr58eZ3nOJ1OjRs3TrNnz1b37t0bPqhIDgAAsOTUnANvNkmqrKw0bdXV1R7Hq6mpUXFxsVJTU937QkJClJqaqqKiojrj/NOf/qSYmBjddtttjf6zkhwAAGCVD6oGCQkJio6Odm+5ubkeh9q/f7+cTqdiY2NN+2NjY1VaWurxnI0bN+qZZ57RsmXLvPhDcrcCAADNqqSkRFFRUe7X4eHhPrnuoUOHdMstt2jZsmXq0KGDV9ciOQAAwAofLYIUFRVlSg7q0qFDB4WGhqqsrMy0v6ysTHFxcbWO/+6777R7926NGjXKvc/lckmSWrRooe3bt6tHjx6WQqWtAACABb6ac2BVWFiYBg0apMLCQvc+l8ulwsJCpaSk1Dq+Z8+e+uKLL7R161b3du211+rSSy/V1q1blZCQYHlsKgcAAPip7OxspaenKzk5WYMHD1ZeXp6qqqqUkZEhSRo/frw6d+6s3NxcRUREqG/fvqbz27ZtK0m19p8JyQEAAFbY8GyFMWPGaN++fZo1a5ZKS0s1YMAAFRQUuCcp7tmzRyEhvm8CkBwAAGCBXcsnZ2VlKSsry+N7GzZsqPfclStXNmpM5hwAAACTJk8O5s2bJ4fDocmTJzf1UAAANB0bVki0S5O2FT799FM9/fTT6tevX1MOAwBA07NhzoFdmqxycPjwYY0bN07Lli1Tu3bt6jyuurq61lKSAADAPk1WOcjMzNTIkSOVmpqqOXPm1Hlcbm6uZs+e3VRhNI3qGrsjqNd1KZvtDqFOT8RtsTuEenUvaPxa5M2h19/LznyQXUL9ewpT+Dd+/NlJUgs/nh9+zPPa/37B1Xz/Hts1IdEOTfK3+cUXX9SWLVvqXC/6dNOnT1dFRYV7KykpaYqQAADwDnMOGq+kpESTJk3SunXrFBERccbjw8PDfbauNAAATSaI5hz4PDkoLi5WeXm5Bg4c6N7ndDr1wQcfaNGiRaqurlZoaKivhwUAAD7i8+Tg8ssv1xdffGHal5GRoZ49e2rq1KkkBgCAgBRMcw58nhy0adOm1hrOrVu3Vvv27Ru8tjMAAH4jiNoK/j29GAAANLtmuXfmTGs/AwDg72grAAAAM9oKAAAgWFE5AADAiiCqHJAcAABggePnzZvzAwVtBQAAYELlAAAAK2grAACA03ErIwAAMAuiygFzDgAAgAmVAwAArAqgX//eIDkAAMCCYJpzQFsBAACYUDkAAMCKIJqQSHIAAIAFtBUAAEDQonIAAIAVtBUAAMDpaCsAAICgReUAAAAraCsAAAATkgMAAHA65hwAAICgReUAAAAraCsAAIDTOQxDDqPx3/DenNvcaCsAAAATKgcAAFhBWwEAAJyOuxUAAEDQonIAAIAVtBXsd7RrlFq0jLA7DI/Ctu2wO4R6PRH3ud0h1OmPpQPtDqF+R0PtjqBeRmSY3SHUyXHYvz87hYfbHUH9Qink+jvaCgAAIGj5beUAAAC/QlsBAACcLpjaCiQHAABYEUSVA+YcAAAAEyoHAABYFEitAW+QHAAAYIVhnNy8OT9A0FYAAAAmVA4AALCAuxUAAIAZdysAAIBgReUAAAALHK6TmzfnBwqSAwAArKCtAAAAghWVAwAALOBuBQAAYBZEiyCRHAAAYEEwVQ6YcwAAgB9bvHixEhMTFRERoSFDhmjTpk11Hrts2TJdcsklateundq1a6fU1NR6j68LyQEAAFYYPtgaaPXq1crOzlZOTo62bNmi/v37Ky0tTeXl5R6P37Bhg2688UatX79eRUVFSkhI0BVXXKG9e/c2aFySAwAALDjVVvBma6gFCxZowoQJysjIUO/evZWfn69WrVpp+fLlHo9//vnnNXHiRA0YMEA9e/bUX/7yF7lcLhUWFjZoXJIDAACaUWVlpWmrrq72eFxNTY2Ki4uVmprq3hcSEqLU1FQVFRVZGuvIkSM6fvy4zj777AbFSHIAAIAVp+5W8GaTlJCQoOjoaPeWm5vrcbj9+/fL6XQqNjbWtD82NlalpaWWQp46dari4+NNCYYV3K0AAIAFvrpboaSkRFFRUe794eHhXkbm2bx58/Tiiy9qw4YNioiIaNC5JAcAADSjqKgoU3JQlw4dOig0NFRlZWWm/WVlZYqLi6v33P/+7//WvHnz9O6776pfv34NjpG2AgAAVjTz3QphYWEaNGiQaTLhqcmFKSkpdZ732GOP6ZFHHlFBQYGSk5MbNujPqBwAAGCBHYsgZWdnKz09XcnJyRo8eLDy8vJUVVWljIwMSdL48ePVuXNn97yF+fPna9asWVq1apUSExPdcxPOOussnXXWWZbHJTkAAMBPjRkzRvv27dOsWbNUWlqqAQMGqKCgwD1Jcc+ePQoJ+XcTYMmSJaqpqdHvf/9703VycnL08MMPWx6X5AAAACtcxsnNm/MbISsrS1lZWR7f27Bhg+n17t27GzXGL5EcAABgRSNXOTSdHyBIDgAAsMAhL+cc+CySpsfdCgAAwITKAQAAVpy2ymGjzw8QJAcAAFhgx62MdvF5WyE3N1cXXnih2rRpo5iYGI0ePVrbt2/39TAAAKCJ+Dw5eP/995WZmamPP/5Y69at0/Hjx3XFFVeoqqrK10MBANB8mnmFRDv5vK1QUFBger1y5UrFxMSouLhYv/3tb2sdX11dbXpcZWVlpa9DAgDAaw7DkMOLeQPenNvcmnzOQUVFhSTV+Szp3NxczZ49u9b+m+atVeRZ/jkl4g/PlNsdQr3S4vvbHUKdWsS2tzuEevUK32t3CIHL6bQ7gvpVHrI7gvq5XHZHALg16a2MLpdLkydP1rBhw9S3b1+Px0yfPl0VFRXuraSkpClDAgCgcVw+2AJEk/40z8zM1JdffqmNGzfWeUx4eHiTPcsaAABfoa3gA1lZWXrrrbf0wQcfqEuXLk01DAAA8DGfJweGYeiee+7Rq6++qg0bNigpKcnXQwAA0Px4tkLjZWZmatWqVXr99dfVpk0b97Oko6OjFRkZ6evhAABoHkG0QqLPJyQuWbJEFRUVGjFihDp16uTeVq9e7euhAABoNqdWSPRmCxRN0lYAAACByz8XEgAAwN8EUVuB5AAAAAscrpObN+cHiiZdBAkAAAQeKgcAAFhBWwEAAJgE0ToHtBUAAIAJlQMAACzg2QoAAMAsiOYc0FYAAAAmVA4AALDCkOTNWgWBUzggOQAAwArmHAAAADNDXs458FkkTY45BwAAwITKAQAAVgTR3QokBwAAWOGS5PDy/ABBWwEAAJhQOQAAwALuVgAAAGZBNOeAtgIAADChcgAAgBVBVDkgOQAAwIogSg5oKwAAABMqBwAAWBFE6xyQHAAAYAG3MgIAADPmHAAAgGBF5QAAACtchuTw4te/K3AqByQHAABYQVsBAAAEK7+tHIxrs09RbULtDsOjlZUxdodQr5qrLrQ7hDqF7q6wO4SA5qg8bHcIdXN4c49XM2jht//cneTPvyqra+yOwE94WTmQH/83/gU//9sCAICfoK0AAACCFZUDAACscBnyqjXA3QoAAPzKGK6TmzfnBwjaCgAAwITKAQAAVgTRhESSAwAArGDOAQAAMAmiygFzDgAAgAmVAwAArDDkZeXAZ5E0OZIDAACsoK0AAACCFZUDAACscLkkebGQkYtFkAAA+HU51VbwZmuExYsXKzExURERERoyZIg2bdpU7/F///vf1bNnT0VEROj888/X2rVrGzwmyQEAAH5q9erVys7OVk5OjrZs2aL+/fsrLS1N5eXlHo//6KOPdOONN+q2227TZ599ptGjR2v06NH68ssvGzQuyQEAAFbYUDlYsGCBJkyYoIyMDPXu3Vv5+flq1aqVli9f7vH4J598UldeeaXuv/9+9erVS4888ogGDhyoRYsWNWhckgMAAKxwGd5vkiorK01bdXW1x+FqampUXFys1NRU976QkBClpqaqqKjI4zlFRUWm4yUpLS2tzuPrQnIAAEAzSkhIUHR0tHvLzc31eNz+/fvldDoVGxtr2h8bG6vS0lKP55SWljbo+LpwtwIAABYYhkuGF49dPnVuSUmJoqKi3PvDw8O9js3XSA4AALDCMLx7eNLPcw6ioqJMyUFdOnTooNDQUJWVlZn2l5WVKS4uzuM5cXFxDTq+LrQVAACwopknJIaFhWnQoEEqLCx073O5XCosLFRKSorHc1JSUkzHS9K6devqPL4uVA4AAPBT2dnZSk9PV3JysgYPHqy8vDxVVVUpIyNDkjR+/Hh17tzZPW9h0qRJGj58uJ544gmNHDlSL774ojZv3qylS5c2aFySAwAArHC5JIcXqxw2Yr7CmDFjtG/fPs2aNUulpaUaMGCACgoK3JMO9+zZo5CQfzcBhg4dqlWrVmnGjBl68MEHde655+q1115T3759GzQuyQEAAFYYhrx6tGIjV0jMyspSVlaWx/c2bNhQa9/111+v66+/vlFjncKcAwAAYELlAAAACwyXS4YXbQVvboNsbiQHAABYYVNbwQ60FQAAgAmVAwAArHAZkiM4KgckBwAAWGEYkry5lTFwkgPaCgAAwITKAQAAFhguQ4YXbQWDyoG0ePFiJSYmKiIiQkOGDNGmTZuaaigAAJqe4fJ+CxBNkhysXr1a2dnZysnJ0ZYtW9S/f3+lpaWpvLy8KYYDAKDJGS7D6y1QNElysGDBAk2YMEEZGRnq3bu38vPz1apVKy1fvrwphgMAAD7k8zkHNTU1Ki4u1vTp0937QkJClJqaqqKiolrHV1dXq7q62v26oqJCklR52H/LL0cPn7A7hHqdOH7M7hDqdMJZfeaDUCeHy48/P5fT7gjq5+/x+fOPSleN3RHU6YRxMrbm6OefMKq9ag2c0HEfRtO0fJ4c7N+/X06n0/3EqFNiY2P19ddf1zo+NzdXs2fPrrW/28Ddvg7Nh3baHcAZfGJ3AADQrH788UdFR0c3ybXDwsIUFxenjaVrvb5WXFycwsLCfBBV07L9boXp06crOzvb/frgwYPq1q2b9uzZ02T/oX/NKisrlZCQoJKSEkVFRdkdTkDhs2s8Pjvv8Pk1XkVFhbp27aqzzz67ycaIiIjQrl27VFPjfQUlLCxMERERPoiqafk8OejQoYNCQ0NVVlZm2l9WVqa4uLhax4eHhys8PLzW/ujoaP6SeCEqKorPr5H47BqPz847fH6NFxLStMv2REREBMSXuq/4/NMMCwvToEGDVFhY6N7ncrlUWFiolJQUXw8HAAB8rEnaCtnZ2UpPT1dycrIGDx6svLw8VVVVKSMjoymGAwAAPtQkycGYMWO0b98+zZo1S6WlpRowYIAKCgpqTVL0JDw8XDk5OR5bDTgzPr/G47NrPD477/D5NR6fXdNwGIG0niMAAGhyPHgJAACYkBwAAAATkgMAAGBCcgAAAExIDgAAgInfJQeLFy9WYmKiIiIiNGTIEG3atMnukPxebm6uLrzwQrVp00YxMTEaPXq0tm/fbndYAWnevHlyOByaPHmy3aEEjL179+rmm29W+/btFRkZqfPPP1+bN2+2Oyy/53Q6NXPmTCUlJSkyMlI9evTQI4880iwPEApEH3zwgUaNGqX4+Hg5HA699tprpvcNw9CsWbPUqVMnRUZGKjU1Vd988409wf4K+FVysHr1amVnZysnJ0dbtmxR//79lZaWpvLycrtD82vvv/++MjMz9fHHH2vdunU6fvy4rrjiClVVVdkdWkD59NNP9fTTT6tfv352hxIwDhw4oGHDhqlly5Z6++239dVXX+mJJ55Qu3bt7A7N782fP19LlizRokWLtG3bNs2fP1+PPfaYFi5caHdofqmqqkr9+/fX4sWLPb7/2GOP6amnnlJ+fr4++eQTtW7dWmlpaTp2zH+fUuvXDD8yePBgIzMz0/3a6XQa8fHxRm5uro1RBZ7y8nJDkvH+++/bHUrAOHTokHHuueca69atM4YPH25MmjTJ7pACwtSpU42LL77Y7jAC0siRI41bb73VtO+//uu/jHHjxtkUUeCQZLz66qvu1y6Xy4iLizMef/xx976DBw8a4eHhxgsvvGBDhIHPbyoHNTU1Ki4uVmpqqntfSEiIUlNTVVRUZGNkgaeiokKSmvQpZb82mZmZGjlypOn/fzizN954Q8nJybr++usVExOjCy64QMuWLbM7rIAwdOhQFRYWaseOHZKkzz//XBs3btRVV11lc2SBZ9euXSotLTX9/Y2OjtaQIUP4/mgk2x/ZfMr+/fvldDprLbEcGxurr7/+2qaoAo/L5dLkyZM1bNgw9e3b1+5wAsKLL76oLVu26NNPP7U7lICzc+dOLVmyRNnZ2XrwwQf16aef6t5771VYWJjS09PtDs+vTZs2TZWVlerZs6dCQ0PldDr16KOPaty4cXaHFnBKS0slyeP3x6n30DB+kxzANzIzM/Xll19q48aNdocSEEpKSjRp0iStW7cuqB7H6isul0vJycmaO3euJOmCCy7Ql19+qfz8fJKDM3jppZf0/PPPa9WqVerTp4+2bt2qyZMnKz4+ns8OtvObtkKHDh0UGhqqsrIy0/6ysjLFxcXZFFVgycrK0ltvvaX169erS5cudocTEIqLi1VeXq6BAweqRYsWatGihd5//3099dRTatGihZxOp90h+rVOnTqpd+/epn29evXSnj17bIoocNx///2aNm2axo4dq/PPP1+33HKLpkyZotzcXLtDCzinviP4/vAdv0kOwsLCNGjQIBUWFrr3uVwuFRYWKiUlxcbI/J9hGMrKytKrr76q9957T0lJSXaHFDAuv/xyffHFF9q6dat7S05O1rhx47R161aFhobaHaJfGzZsWK3bZnfs2KFu3brZFFHgOHLkiEJCzP8Eh4aGyuVy2RRR4EpKSlJcXJzp+6OyslKffPIJ3x+N5FdthezsbKWnpys5OVmDBw9WXl6eqqqqlJGRYXdofi0zM1OrVq3S66+/rjZt2rh7bNHR0YqMjLQ5Ov/Wpk2bWnMzWrdurfbt2zNnw4IpU6Zo6NChmjt3rm644QZt2rRJS5cu1dKlS+0Oze+NGjVKjz76qLp27ao+ffros88+04IFC3TrrbfaHZpfOnz4sL799lv36127dmnr1q06++yz1bVrV02ePFlz5szRueeeq6SkJM2cOVPx8fEaPXq0fUEHMrtvl/ilhQsXGl27djXCwsKMwYMHGx9//LHdIfk9SR63FStW2B1aQOJWxoZ58803jb59+xrh4eFGz549jaVLl9odUkCorKw0Jk2aZHTt2tWIiIgwunfvbjz00ENGdXW13aH5pfXr13v8dy49Pd0wjJO3M86cOdOIjY01wsPDjcsvv9zYvn27vUEHMIdhsBwXAAD4N7+ZcwAAAPwDyQEAADAhOQAAACYkBwAAwITkAAAAmJAcAAAAE5IDAABgQnIAAABMSA4AAIAJyQEAADAhOQAAACb/H69WBonq3HjJAAAAAElFTkSuQmCC", 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mT5+ua665RklJSZo8ebJatGjB6mkAgIDmkiGXaj5vYE3OvdQ9d+LEiTp8+LBee+01SdIjjzyil19+WU8++aQefPBBffLJJ3rrrbcqrJJ6KdVODrZt26abb77Z/frCeIELy8c++eSTKi0t1R//+EcdP35cN954o/Ly8hQZ6b8lMwAALsUll7z57l+Tsy91z/3hhx908OBB9/tJSUlavXq1xo0bpxdffFGtWrXS3/72N0srw17M76ZPLikpUUxMjAbov/x3zAEDEmvM7wckNr7S7hCqZJzy4wGJt3W0O4QqRX+23+4QqnT0t23tDsGjLTNy7Q7Bo5ITTjW6dp+Ki4trrR//wn3pf/a08npAYovr/v9ajdVXbH9aAQCAQOA0DDm9+D7tzbl1jeQAAAAL7BhzYBf/feYNAADYgsoBAAAWuGTIGSSVA5IDAAAsoFsBAAAELSoHAABYwNMKAADAxPXL5s35gYJuBQAAYELlAAAAC5xePq3gzbl1jeQAAAALnMb5zZvzAwXJAQAAFjDmAAAABC0qBwAAWOCSQ045vDo/UJAcAABggcs4v3lzfqCgWwEAAJhQOQAAwAKnl90K3pxb10gOAACwIJiSA7oVAACACZUDAAAscBkOuQwvnlbw4ty6RnIAAIAFdCsAAICgReUAAAALnAqR04vv1E4fxlLbSA4AALDA8HLMgcGYAwAALi+MOQAAAEGLygEAABY4jRA5DS/GHATQ2gokBwAAWOCSQy4vCu4uBU52QLcCAAAwoXIAAIAFwTQg0W+Tg5D6UQpxhNsdRqWMsjK7Q6iaw38LQo7QULtDqJrh32W/w3/sYncIHpXH2B1B1UpGNrU7hCrt6pVrdwge9Xr6EbtD8MhZfkbS03XTltdjDvz778vF/PcuAgAAbOG3lQMAAPzJ+QGJXiy8RLcCAACXF5eX0yfztAIAAAhYVA4AALAgmAYkkhwAAGCBSyFBMwkSyQEAABY4DYecXqys6M25dY0xBwAAwITKAQAAFji9fFrBSbcCAACXF5cRIpcXAxJdATQgkW4FAABgQuUAAAAL6FYAAAAmLnn3xIHLd6HUOroVAACACZUDAAAs8H4SpMD5Pk5yAACABd5Pnxw4yUHgRAoAAOoElQMAACxwySGXvBmQGDjTJ5McAABgQTB1K5AcAABggffzHAROchA4kQIAgDpB5QAAAAtchkMubyZBCqAlm0kOAACwwOVlt0IgzXMQOJECAIA6QeUAAAALvF+yOXC+j5McAABggVMOOb2Yq8Cbc+ta4KQxAACgTlA5AADAAroVAACAiVPedQ04fRdKrQucNAYAANQJKgcAAFhAtwIAADAJpoWXfB6p0+nU5MmTlZSUpKioKLVt21bPPPOMDMPwdVMAANQZ45clm2u6GTUcr7BgwQIlJiYqMjJSvXv31pYtW6o8ft68ebruuusUFRWlhIQEjRs3TmfOnKlWmz6vHMyePVsLFy7Uq6++qo4dO2rbtm1KT09XTEyMHn/8cV83BwDAZWvFihXKyspSbm6uevfurXnz5ik1NVV79uxRbGxsheOXL1+uCRMmaMmSJerbt6/27t2rBx54QA6HQ3PnzrXcrs+Tg02bNum//uu/NHDgQElSYmKi/vGPf1wy0wEAwJ/5qluhpKTEtD8iIkIRERGVnjN37lyNGjVK6enpkqTc3FytXr1aS5Ys0YQJEyocv2nTJvXr10/33nuvpPP34OHDh2vz5s3VitXn3Qp9+/ZVfn6+9u7dK0natWuXNm7cqNtvv73S48vKylRSUmLaAADwNxdWZfRmk6SEhATFxMS4t5ycnErbKy8v1/bt25WSkuLeFxISopSUFBUUFFR6Tt++fbV9+3b3F/J9+/ZpzZo1+u1vf1utn9XnlYMJEyaopKRE7dq1U2hoqJxOp2bMmKERI0ZUenxOTo6mTZvm6zBqlSM01O4QquQI899BL67ycrtDqFqLimU6f1La47TdIXh0xRXV69Osazt7vml3CFXqumW43SF41GrNv+0OwaNzLj//m1KJQ4cOKTo62v3aU9Xg2LFjcjqdiouLM+2Pi4vTN998U+k59957r44dO6Ybb7xRhmHo3LlzeuSRR/TUU09VK0af30XeeustvfHGG1q+fLl27NihV199Vc8995xeffXVSo+fOHGiiouL3duhQ4d8HRIAAF5z/rJkszebJEVHR5s2T8lBTaxfv14zZ87UX//6V+3YsUPvvPOOVq9erWeeeaZa1/F55eDPf/6zJkyYoGHDhkmSOnfurO+//145OTlKS0urcHxVfS0AAPiLi7sGanp+dTRt2lShoaEqKioy7S8qKlJ8fHyl50yePFn333+//vCHP0g6fw8uLS3VH//4Rz399NMKCbFWE/B55eDUqVMVGg8NDZXL5fJ1UwAAXLbCw8PVo0cP5efnu/e5XC7l5+erT58+lZ7j6R4sqVpTCvi8cjB48GDNmDFDrVu3VseOHfXFF19o7ty5evDBB33dFAAAdcalELm8+E5dk3OzsrKUlpam5ORk9erVS/PmzVNpaan76YWRI0eqZcuW7kGNgwcP1ty5c3X99derd+/e+u677zR58mQNHjzYnSRY4fPkYP78+Zo8ebJGjx6tI0eOqEWLFnr44Yc1ZcoUXzcFAECdcRoOOb3oVqjJuUOHDtXRo0c1ZcoUFRYWqlu3bsrLy3MPUjx48KCpUjBp0iQ5HA5NmjRJhw8fVrNmzdxf2qvDYfjZ1IUlJSWKiYnRLfWHKcwRbnc4lTt3zu4IqubgaYWaCunSzu4QqvTtk/47PoenFbzj108rPHzM7hA8Oucq18dH/qbi4mLTEwC+dOG+9Oj//Z0irqhX4+uUnTyrhTe9U6ux+gprKwAAYEFdD0i0E8kBAAAWGF6uymgE0MJLJAcAAFjglEPOGi6edOH8QBE4aQwAAKgTVA4AALDAZXg3bsDlV8P/q0ZyAACABS4vxxx4c25dC5xIAQBAnaByAACABS455PJiUKE359Y1kgMAACywY4ZEu9CtAAAATKgcAABgQTANSCQ5AADAApe8nD45gMYcBE4aAwAA6gSVAwAALDC8fFrBCKDKAckBAAAWsCojAAAwCaYBiYETKQAAqBNUDgAAsIBuBQAAYBJM0yfTrQAAAEyoHAAAYAHdCgAAwCSYkgO6FQAAgAmVAwAALAimygHJAQAAFgRTckC3AgAAMKFyAACABYa8m6vA8F0otY7kAAAAC4KpW4HkAAAAC4IpOWDMAQAAMPHbyoFRVi7D4Z89NIbLP+O6ICQywu4QPAoJD7c7hCo5vv8fu0OoWlF7uyPwaOfNy+wOoUrdtg6zO4Qqle+60u4QPCrp19DuEDw6d/aM9F7dtBVMlQO/TQ4AAPAnwZQc0K0AAABMqBwAAGCBYThkePHt35tz6xrJAQAAFrjk8GqeA2/OrWt0KwAAABMqBwAAWBBMAxJJDgAAsCCYxhzQrQAAAEyoHAAAYAHdCgAAwCSYuhVIDgAAsMDwsnIQSMkBYw4AAIAJlQMAACwwJBlerLvn30v2mZEcAABggUsOOZghEQAABCMqBwAAWMDTCgAAwMRlOOQIknkO6FYAAAAmVA4AALDAMLx8WiGAHlcgOQAAwIJgGnNAtwIAADChcgAAgAXBVDkgOQAAwIJgelqB5AAAAAuCaUAiYw4AAIAJlQMAACw4XznwZsyBD4OpZSQHAABYEEwDEulWAAAAJlQOAACwwPhl8+b8QEFyAACABXQrAACAoEVyAACAFYYPthpYsGCBEhMTFRkZqd69e2vLli1VHn/8+HFlZGSoefPmioiI0LXXXqs1a9ZUq81aSQ4OHz6s++67T02aNFFUVJQ6d+6sbdu21UZTAADUjV+6FWq6qQbdCitWrFBWVpays7O1Y8cOde3aVampqTpy5Eilx5eXl+s//uM/dODAAb399tvas2ePFi9erJYtW1arXZ+POfj555/Vr18/3Xzzzfrwww/VrFkzffvtt2rUqJGvmwIAoM7YMUPi3LlzNWrUKKWnp0uScnNztXr1ai1ZskQTJkyocPySJUv0008/adOmTapXr54kKTExsdrt+jw5mD17thISErR06VL3vqSkJF83AwBAQCopKTG9joiIUERERIXjysvLtX37dk2cONG9LyQkRCkpKSooKKj02u+995769OmjjIwMvfvuu2rWrJnuvfdejR8/XqGhoZZj9Hm3wnvvvafk5GTdfffdio2N1fXXX6/Fixd7PL6srEwlJSWmDQAAf+NNl8LFTzokJCQoJibGveXk5FTa3rFjx+R0OhUXF2faHxcXp8LCwkrP2bdvn95++205nU6tWbNGkydP1vPPP6/p06dX62f1eeVg3759WrhwobKysvTUU09p69atevzxxxUeHq60tLQKx+fk5GjatGm+DqNWhURWzPD8SUh0Q7tD8MzlsjuCKv3P0GvtDqFK3w1baHcIHl395iN2h1C1uDN2R1ClBsV2R+BZw//z/9kdgkfnjPK6a6yG4wZM50s6dOiQoqOj3bsrqxrUlMvlUmxsrBYtWqTQ0FD16NFDhw8f1pw5c5SdnW35Oj5PDlwul5KTkzVz5kxJ0vXXX6/du3crNze30uRg4sSJysrKcr8uKSlRQkKCr8MCAMAvREdHm5IDT5o2barQ0FAVFRWZ9hcVFSk+Pr7Sc5o3b6569eqZuhDat2+vwsJClZeXKzw83FKMPu9WaN68uTp06GDa1759ex08eLDS4yMiItwflNUPDACAunZhQKI3W3WEh4erR48eys/Pd+9zuVzKz89Xnz59Kj2nX79++u677+S6qEq7d+9eNW/e3HJiINVCctCvXz/t2bPHtG/v3r1q06aNr5sCAKDu2DDPQVZWlhYvXqxXX31VX3/9tR599FGVlpa6n14YOXKkacDio48+qp9++kljx47V3r17tXr1as2cOVMZGRnVatfn3Qrjxo1T3759NXPmTN1zzz3asmWLFi1apEWLFvm6KQAALmtDhw7V0aNHNWXKFBUWFqpbt27Ky8tzD1I8ePCgQkL+93t+QkKCPvroI40bN05dunRRy5YtNXbsWI0fP75a7fo8OejZs6dWrlypiRMn6i9/+YuSkpI0b948jRgxwtdNAQBQZ+xaW2HMmDEaM2ZMpe+tX7++wr4+ffro888/r1FbF9TKwkuDBg3SoEGDauPSAADYJ5CWVvQCaysAAAATlmwGAMCCYFqymeQAAAArvFhZ0X1+gCA5AADAEscvmzfnBwbGHAAAABMqBwAAWEG3AgAAMAmi5IBuBQAAYELlAAAAK3y0ZHMgIDkAAMCCmqys+OvzAwXdCgAAwITKAQAAVgTRgESSAwAArAiiMQd0KwAAABMqBwAAWOAwzm/enB8oSA4AALCCMQcAAMCEMQcAACBYUTkAAMAKuhUAAIBJECUHdCsAAAATKgcAAFgRRJUDkgMAAKzgaQUAABCsqBwAAGABMyQCAACzIBpzQLcCAAAwITkAAAAmdCsAAGCBQ16OOfBZJLXPb5ODkCsaKMQRbncYlTLatrI7hCr91D7a7hA8OhXn3/89dj2x0O4QqnT9zEftDsGja//7K7tDqJLRpoXdIVQp5H8O2R2CZ/Wj7I7AI4crVDpZR43xKCMAAAhWfls5AADArwTR0wokBwAAWBFEyQHdCgAAwITKAQAAFjBDIgAAMKNbAQAABCsqBwAAWBFElQOSAwAALAimMQd0KwAAABMqBwAAWBFE0yeTHAAAYAVjDgAAwMUYcwAAAIIWlQMAAKygWwEAAJh42a0QSMkB3QoAAMCEygEAAFbQrQAAAEyCKDmgWwEAAJhQOQAAwALmOQAAAEGL5AAAAJjQrQAAgBVBNCCR5AAAAAuCacwByQEAAFYF0A3eG4w5AAAAJlQOAACwgjEHAADgYsE05oBuBQAAYELlAAAAK+hWAAAAF6NbAQAA+IUFCxYoMTFRkZGR6t27t7Zs2WLpvDfffFMOh0NDhgypdpu1nhzMmjVLDodDmZmZtd0UAAC1x/DBVk0rVqxQVlaWsrOztWPHDnXt2lWpqak6cuRIlecdOHBATzzxhG666abqN6paTg62bt2qV155RV26dKnNZgAAqH02JAdz587VqFGjlJ6erg4dOig3N1f169fXkiVLPJ7jdDo1YsQITZs2TVdddVX1G1UtJgcnT57UiBEjtHjxYjVq1MjjcWVlZSopKTFtAABcrn59zysrK6v0uPLycm3fvl0pKSnufSEhIUpJSVFBQYHH6//lL39RbGysHnrooRrHWGsDEjMyMjRw4EClpKRo+vTpHo/LycnRtGnTKux3hIbJEeKn4yVPn7U7gir1/ZO1/ig7PB+/w+4QqtT1uUftDqFKrVbstTsEj1ynz9gdQpVc//rG7hCqFh5udwQeGU6n3SF45DTq7u+xrwYkJiQkmPZnZ2dr6tSpFY4/duyYnE6n4uLiTPvj4uL0zTeV/z5v3LhRf//737Vz586aB6paSg7efPNN7dixQ1u3br3ksRMnTlRWVpb7dUlJSYUPDgAA2/noUcZDhw4pOjravTsiIsKrsC44ceKE7r//fi1evFhNmzb16lo+Tw4OHTqksWPHau3atYqMjLzk8RERET77YAAAqDU+Sg6io6NNyYEnTZs2VWhoqIqKikz7i4qKFB8fX+H4f//73zpw4IAGDx7s3udyuSRJYWFh2rNnj9q2bWspVJ+POdi+fbuOHDmi7t27KywsTGFhYdqwYYNeeuklhYWFyenH5SkAAPxFeHi4evToofz8fPc+l8ul/Px89enTp8Lx7dq105dffqmdO3e6tzvuuEM333yzdu7cWa2qvM8rB7feequ+/PJL07709HS1a9dO48ePV2hoqK+bBACg1tkxCVJWVpbS0tKUnJysXr16ad68eSotLVV6erokaeTIkWrZsqVycnIUGRmpTp06mc6/8sorJanC/kvxeXLQsGHDCkE0aNBATZo0qXZwAAD4DRumTx46dKiOHj2qKVOmqLCwUN26dVNeXp57kOLBgwcVEuL7Bw/99HEAAAAgSWPGjNGYMWMqfW/9+vVVnrts2bIatVknycGlggcAwN8F09oKVA4AALAiiFZlZOElAABgQuUAAAArgqhyQHIAAIAFjl82b84PFHQrAAAAEyoHAABYQbcCAAC4GI8yAgAAsyCqHDDmAAAAmFA5AADAqgD69u8NkgMAACwIpjEHdCsAAAATKgcAAFgRRAMSSQ4AALCAbgUAABC0qBwAAGAF3QoAAOBidCsAAICgReUAAAAr6FYAAAAmJAcAAOBijDkAAABBi8oBAABW0K0AAAAu5jAMOYya3+G9Obeu0a0AAABMqBwAAGAF3QoAAOBiPK0AAACCFpUDAACsoFvBfsbZchkOu6Oo3JmEaLtDqNLz8TvsDsGjPxV2tzuEKtUv8vP/vSF+XOwL8dP/sL8ICQ+3O4QqucrL7Q7BM8NldwQeGcbZOmuLbgUAABC0/LZyAACAX6FbAQAAXCyYuhVIDgAAsCKIKgeMOQAAACZUDgAAsCiQuga8QXIAAIAVhnF+8+b8AEG3AgAAMKFyAACABTytAAAAzHhaAQAABCsqBwAAWOBwnd+8OT9QkBwAAGAF3QoAACBYUTkAAMACnlYAAABmQTQJEskBAAAWBFPlgDEHAADAhMoBAABWBNHTCiQHAABYQLcCAAAIWlQOAACwgqcVAADAxehWAAAAQYvKAQAAVvC0AgAAuBjdCgAAIGhROQAAwAqXcX7z5vwAQXIAAIAVjDkAAAAXc8jLMQc+i6T2MeYAAACYUDkAAMCKIJohkcoBAAAWXHiU0ZutJhYsWKDExERFRkaqd+/e2rJli8djFy9erJtuukmNGjVSo0aNlJKSUuXxnvg8OcjJyVHPnj3VsGFDxcbGasiQIdqzZ4+vmwEA4LK3YsUKZWVlKTs7Wzt27FDXrl2VmpqqI0eOVHr8+vXrNXz4cK1bt04FBQVKSEjQbbfdpsOHD1erXZ8nBxs2bFBGRoY+//xzrV27VmfPntVtt92m0tJSXzcFAEDdMXywVdPcuXM1atQopaenq0OHDsrNzVX9+vW1ZMmSSo9/4403NHr0aHXr1k3t2rXT3/72N7lcLuXn51erXZ+POcjLyzO9XrZsmWJjY7V9+3b95je/qXB8WVmZysrK3K9LSkp8HRIAAF5zGIYcXowbuHDur+9zERERioiIqHB8eXm5tm/frokTJ7r3hYSEKCUlRQUFBZbaPHXqlM6ePavGjRtXK9ZaH5BYXFwsSR4Dy8nJ0bRp0yrs7/jhSUVcUa9WY6upWXF/tzuEKt3ywEN2h+BR5CH/Tv6ujPLv+FwlJ+wOwSPXmbJLH2SjkHr+Pf7aEeLPD7qF2h2ARw7DJTntjqJ6EhISTK+zs7M1derUCscdO3ZMTqdTcXFxpv1xcXH65ptvLLU1fvx4tWjRQikpKdWKsVb/t7hcLmVmZqpfv37q1KlTpcdMnDhRWVlZ7tclJSUVPjgAAGzn+mXz5nxJhw4dUnR0tHt3ZVUDX5g1a5befPNNrV+/XpGRkdU6t1aTg4yMDO3evVsbN270eIyncgoAAP7EV90K0dHRpuTAk6ZNmyo0NFRFRUWm/UVFRYqPj6/y3Oeee06zZs3Sxx9/rC5dulQ71lp7lHHMmDH64IMPtG7dOrVq1aq2mgEA4LIUHh6uHj16mAYTXhhc2KdPH4/nPfvss3rmmWeUl5en5OTkGrXt88qBYRh67LHHtHLlSq1fv15JSUm+bgIAgLpnw9oKWVlZSktLU3Jysnr16qV58+aptLRU6enpkqSRI0eqZcuWysnJkSTNnj1bU6ZM0fLly5WYmKjCwkJJ0hVXXKErrrjCcrs+Tw4yMjK0fPlyvfvuu2rYsKE7sJiYGEVFRfm6OQAA6oYNMyQOHTpUR48e1ZQpU1RYWKhu3bopLy/PPUjx4MGDCgn5306AhQsXqry8XL///e9N1/E06NETnycHCxculCQNGDDAtH/p0qV64IEHfN0cAAB1wptZDi+cXxNjxozRmDFjKn1v/fr1ptcHDhyoWSO/UivdCgAAIHD594O/AAD4iyBaeInkAAAACxyu85s35wcKVmUEAAAmVA4AALCCbgUAAGBiwzwHdqFbAQAAmFA5AADAAl+trRAISA4AALAiiMYc0K0AAABMqBwAAGCFIcmbuQoCp3BAcgAAgBWMOQAAAGaGvBxz4LNIah1jDgAAgAmVAwAArAiipxVIDgAAsMIlyeHl+QGCbgUAAGBC5QAAAAt4WgEAAJgF0ZgDuhUAAIAJlQMAAKwIosoByQEAAFYEUXJAtwIAADChcgAAgBVBNM8ByQEAABbwKCMAADBjzAEAAAhWVA4AALDCZUgOL779uwKnckByAACAFXQrAACAYOW3lYNpsV8qumGo3WFUakJRV7tDqFJkwR67Q/DIER5udwhVO3fO7giq5CovtzsEjxwh3jzjVQfC/PbPnSTJ4cfxuU6dsjsEjwzDWZetefntP3AqB/772wgAgD+hWwEAAAQrKgcAAFjhMuRV1wBPKwAAcJkxXOc3b84PEHQrAAAAEyoHAABYEUQDEkkOAACwgjEHAADAJIgqB4w5AAAAJlQOAACwwpCXlQOfRVLrSA4AALCCbgUAABCsqBwAAGCFyyXJi4mMXIEzCRLJAQAAVtCtAAAAghWVAwAArAiiygHJAQAAVgTRDIl0KwAAABMqBwAAWGAYLhleLLvszbl1jeQAAAArDMO7rgHGHAAAcJkxvBxzEEDJAWMOAACACZUDAACscLkkhxfjBhhzAADAZYZuBQAAEKyoHAAAYIHhcsnwoluBRxkBALjc0K0AAACCFZUDAACscBmSIzgqByQHAABYYRiSvHmUMXCSA7oVAACACZUDAAAsMFyGDC+6FQwqB9KCBQuUmJioyMhI9e7dW1u2bKmtpgAAqH2Gy/utBqp7P/3nP/+pdu3aKTIyUp07d9aaNWuq3WatJAcrVqxQVlaWsrOztWPHDnXt2lWpqak6cuRIbTQHAECtM1yG11t1Vfd+umnTJg0fPlwPPfSQvvjiCw0ZMkRDhgzR7t27q9Wuw6iFOkfv3r3Vs2dPvfzyy5Ikl8ulhIQEPfbYY5owYUKV55aUlCgmJkY/771K0Q1DfR2aT0wo6mp3CFX6128a2h2CR47wcLtDqJJx7pzdIVTJdfKk3SEELEdEhN0hBCzXqVN2h+DROeOs1utdFRcXKzo6ulbauHBfGuC4U2GOejW+zjnjrNYbK3Xo0CFTrBEREYrw8PtZ3fvp0KFDVVpaqg8++MC974YbblC3bt2Um5trOVafjzkoLy/X9u3bNXHiRPe+kJAQpaSkqKCgoMLxZWVlKisrc78uLi6WJJWc9N+ZpMpOnrU7hCqdM8rtDsEjb9YsqQuG4efJgeHfv3v+zGE47A4hYPnz7905nY+tLvrzzxllXi2edCHWhIQE0/7s7GxNnTq1wvHVvZ9KUkFBgbKyskz7UlNTtWrVqmrF6vPk4NixY3I6nYqLizPtj4uL0zfffFPh+JycHE2bNq3C/jbdD/g6NB/aZ3cAAKrLf7/8wgd+/PFHxcTE1Mq1w8PDFR8fr42F1e+7/7X4+Hjt2rVLkZGR7n2eqgbVvZ9KUmFhYaXHFxYWVitO259WmDhxoinLOX78uNq0aaODBw/W2j/05aykpEQJCQkVyla4ND67muOz8w6fX80VFxerdevWaty4ca21ERkZqf3796u83PuqbHh4uCkx8Fc+Tw6aNm2q0NBQFRUVmfYXFRUpPj6+wvGe+lpiYmL4T+KF6OhoPr8a4rOrOT477/D51VxISO1O2xMZGVnnN/Xq3k+l85WJ6hzvic8/zfDwcPXo0UP5+fnufS6XS/n5+erTp4+vmwMA4LJUk/tpnz59TMdL0tq1a6t9/62VboWsrCylpaUpOTlZvXr10rx581RaWqr09PTaaA4AgMvSpe6nI0eOVMuWLZWTkyNJGjt2rPr376/nn39eAwcO1Jtvvqlt27Zp0aJF1Wq3VpKDoUOH6ujRo5oyZYoKCwvVrVs35eXlVRgkUZmIiAhlZ2d7HKCBqvH51RyfXc3x2XmHz6/mLvfP7lL304MHD5q6VPr27avly5dr0qRJeuqpp3TNNddo1apV6tSpU7XarZV5DgAAQOBi4SUAAGBCcgAAAExIDgAAgAnJAQAAMCE5AAAAJn6XHFR33WqcX5+iZ8+eatiwoWJjYzVkyBDt2bPH7rAC0qxZs+RwOJSZmWl3KAHj8OHDuu+++9SkSRNFRUWpc+fO2rZtm91h+T2n06nJkycrKSlJUVFRatu2rZ555pk6WUAoEH366acaPHiwWrRoIYfDUWEhIcMwNGXKFDVv3lxRUVFKSUnRt99+a0+wlwG/Sg6qu241ztuwYYMyMjL0+eefa+3atTp79qxuu+02lZaW2h1aQNm6dateeeUVdenSxe5QAsbPP/+sfv36qV69evrwww/11Vdf6fnnn1ejRo3sDs3vzZ49WwsXLtTLL7+sr7/+WrNnz9azzz6r+fPn2x2aXyotLVXXrl21YMGCSt9/9tln9dJLLyk3N1ebN29WgwYNlJqaqjNnztRxpJcJw4/06tXLyMjIcL92Op1GixYtjJycHBujCjxHjhwxJBkbNmywO5SAceLECeOaa64x1q5da/Tv398YO3as3SEFhPHjxxs33nij3WEEpIEDBxoPPvigad/vfvc7Y8SIETZFFDgkGStXrnS/drlcRnx8vDFnzhz3vuPHjxsRERHGP/7xDxsiDHx+Uzm4sG51SkqKe9+l1q1G5YqLiyWpVlcpu9xkZGRo4MCBpt8/XNp7772n5ORk3X333YqNjdX111+vxYsX2x1WQOjbt6/y8/O1d+9eSdKuXbu0ceNG3X777TZHFnj279+vwsJC0//fmJgY9e7dm/tHDdm+ZPMFNVm3GhW5XC5lZmaqX79+1Z4uM1i9+eab2rFjh7Zu3Wp3KAFn3759WrhwobKysvTUU09p69atevzxxxUeHq60tDS7w/NrEyZMUElJidq1a6fQ0FA5nU7NmDFDI0aMsDu0gFNYWChJld4/LryH6vGb5AC+kZGRod27d2vjxo12hxIQDh06pLFjx2rt2rUBsca6v3G5XEpOTtbMmTMlSddff712796t3NxckoNLeOutt/TGG29o+fLl6tixo3bu3KnMzEy1aNGCzw6285tuhZqsWw2zMWPG6IMPPtC6devUqlUru8MJCNu3b9eRI0fUvXt3hYWFKSwsTBs2bNBLL72ksLAwOZ1Ou0P0a82bN1eHDh1M+9q3b6+DBw/aFFHg+POf/6wJEyZo2LBh6ty5s+6//36NGzfOvboerLtwj+D+4Tt+kxzUZN1qnGcYhsaMGaOVK1fqk08+UVJSkt0hBYxbb71VX375pXbu3OnekpOTNWLECO3cuVOhoaF2h+jX+vXrV+Gx2b1796pNmzY2RRQ4Tp06ZVpNT5JCQ0PlcrlsiihwJSUlKT4+3nT/KCkp0ebNm7l/1JBfdStcat1qVC4jI0PLly/Xu+++q4YNG7r72GJiYhQVFWVzdP6tYcOGFcZmNGjQQE2aNGHMhgXjxo1T3759NXPmTN1zzz3asmWLFi1aVO2144PR4MGDNWPGDLVu3VodO3bUF198oblz5+rBBx+0OzS/dPLkSX333Xfu1/v379fOnTvVuHFjtW7dWpmZmZo+fbquueYaJSUlafLkyWrRooWGDBliX9CBzO7HJX5t/vz5RuvWrY3w8HCjV69exueff253SH5PUqXb0qVL7Q4tIPEoY/W8//77RqdOnYyIiAijXbt2xqJFi+wOKSCUlJQYY8eONVq3bm1ERkYaV111lfH0008bZWVldofml9atW1fp37m0tDTDMM4/zjh58mQjLi7OiIiIMG699VZjz5499gYdwByGwXRcAADgf/nNmAMAAOAfSA4AAIAJyQEAADAhOQAAACYkBwAAwITkAAAAmJAcAAAAE5IDAABgQnIAAABMSA4AAIAJyQEAADD5f9Xz63IxmfGTAAAAAElFTkSuQmCC", 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", 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", 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", 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Get and view the w-correlation matrices\n", "# for each key individually\n", "#\n", "for k in keylst:\n", " mat = ssa.wCorr(name, k)\n", " # Plot it\n", " x = plt.pcolormesh(mat)\n", " plt.title('{}: {}'.format(name,k))\n", " plt.colorbar(x)\n", " plt.show()" ] }, { "cell_type": "markdown", "id": "83f72549", "metadata": {}, "source": [ "***\n", "\n", "## Where do you want to go next?\n", "\n", "- [Return to Table of Contents](../README.ipynb)\n", "- [Back to previous notebook](./Part1-Coefficients.ipynb)\n", "- [Go to next notebook](../Basis/viewing%20a%20basis.ipynb)\n" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 5 }