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{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Plot the Env and some trees"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.dates as mdates\n",
    "import json\n",
    "import numpy as np\n",
    "import glob\n",
    "import datetime as dt\n",
    "import time\n",
    "import os,sys\n",
    "import IPython\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "import xarray as xr\n",
    "from numpy.random import randint\n",
    "from numpy import array\n",
    "import heapq\n",
    "from collections import namedtuple\n",
    "import random"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# in case you need to tweak your PYTHONPATH...\n",
    "sys.path.append(\"../flatland\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "import flatland.core.env\n",
    "from flatland.utils import rail_env_generator\n",
    "from flatland.core.env import RailEnv\n",
    "from flatland.core.transitions import RailEnvTransitions\n",
    "import flatland.utils.rendertools as rt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<style>.container { width:90% !important; }</style>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
   "source": [
    "from IPython.core.display import display, HTML\n",
    "display(HTML(\"<style>.container { width:90% !important; }</style>\"))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Generate Rail"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "random.seed(100)\n",
    "oRail = rail_env_generator.generate_random_rail(10,10)\n",
    "RETrans = RailEnvTransitions()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "oEnv = RailEnv(oRail, number_of_agents=2)\n",
    "obs = oEnv.reset()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Render some Envs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "oRT = rt.RenderTool(oEnv)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Curved rail transitions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10,10))\n",
    "oRT.renderEnv()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Straight transitions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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RUVGiIxF5nF87ttTV1cFkMqGxsRFvv/02PvroI9ExyQleWppUVS0G8FSDLG7h66+/xpUrV9C2bVvb3bHd2ciRIxETEwNFUbBhwwZcvuxZE4qzZs3CsGHD0NDQgNzcXDx//lx0JKc5evQoNm/eDFVVERsbi8jISNGRiDzWi8eWVatWIS8vD01NTRgxYgQ+/PBD0fHISdz6hjfr16/H7du3NR+3Xbt2SElJ8Zg7UkdFRUGn0yHy7beB//N/tBlUkvDZzx9+/vN/F5SXAwA2fv75rz7lTciyjKamJmRmZsLHx8fh2xfNbDZDVVUAP63LNWTIEMGJiDyfdTbp4s+nHOh0OpSUlKCkpMSp4zY1NQEAPnfCsfL3xtNS7969sXDhQs3HfRmHnQguSdJySZLOSpJ0trm52VGbdUlpaWkeU5isPH1WwsvLS3QEp1EUxVaYgJ9mnLjcApE2PvroI+h0OkiSxBvvtgIOe4VVVc0BkAMAkZGR6kse7hBat1DrLUg89Y1R//w5rl27ht27d0OSJMybNw/9+vVz7CDWy96PHrX9lPTZZz/POR048Mu/O5j19XP3X6m+6NKlS9i+fTskScLMmTNx9uxZ3L17FyaTiXdPJ9LIv/zLvwDQ7tjyD8dOJ/PEY+fr4pID9Av9+/e3XSK7adMmlJaWOnaAb7/96c+vLTnwW1fV0a+6ePGirTAtXLgQffv2xfz589G7d2/U1NS0+nWqiIgczZ4lB74EcBJAP0mS7kmStMz5sUik/v37Iy4uDpIkYfPmzbh06ZI2Aw8bBixYoM1Ybu7s2bPYuXMnZFnG4sWL0atXL9vnFi5ciLfeeusXN+glIqI3Z8/Vc3Gqqoapquqlqmo3VVXztQhGYkVERCA+Ph6SJGH79u22Ex3fmKr+9OfXlhw4ehRYvtwx43iwU6dOYe/evbZVisPDw//hMXFxcRg4cKBt3RgWJyKiN8dfz9Fv6t27NxYvXgxZlrFz506cO3dOdKRW7/jx4zhw4AB0Oh0SEhLQrVu333zsnDlzMGTIENsKxdbzEoiI6PWwNNHvCg8Pt92Ze8+ePTh16pToSK1WcXExDh8+DJ1Oh8TERISFhb30ObGxsRg+fDgaGhpgNBpRV1enQVIiIs/E0kQv1a1bNyQkJECn0+HAgQM4fvy46EitzpEjR1BUVAS9Xo+VK1ciNDTU7ufOmDEDUVFRaGxstN11nYiIXh1LE9klLCwMiYmJ0Ol0OHz4MIqLi0VHajUOHTqEY8eOwcvLC8nJyejQocMrb8N6Dzqz2QyTyYTq6monJCUi8mwsTWS30NBQrFy5Enq9HkVFRThy5IjoSB5v//79OHHiBLy9vWEwGNC+ffvX3ta0adMwZswYNDc3IzMzE0+f8u5IRESvgqWJXkmHDh2QlJQELy8vHDt2DIcOHRIdyWPt3r0bp0+fho+PDwwGAwIDA994m5MmTcL48ePR3NyMrKwsPH782AFJiYhaB5YmemXBwcEwGAzw9vbGiRMnsH//ftGRPM7OnTtx/vx5+Pr6IiUlBQEBAQ7bdnR0NCZNmgSLxYJVq1bh4cOHDts2EZEnY2mi1xIYGAiDwQAfHx+cPn0au3fvFh3JY2zduhUXL16En58fUlNT4e/v7/AxxowZg6lTp6KlpQU5OTmoqKhw+BhERJ6GpYleW0BAAFJSUuDr64vz589j586doiO5va+++gpXrlxB27ZtkZqa6tR7PY0aNQoxMTFQFAX5+fm4e/eu08YiIvIELE30Rvz9/ZGamoo2bdrg4sWL2Lp1q+hIbquwsBDXrl1Du3btkJaWBl9fX6ePGRUVhenTp0NRFKxduxZlZWVOH5OIyF2xNNEb8/PzQ1paGtq2bYsrV67gq6++Eh3J7RQUFODmzZsIDAxESkoKvL29NRs7MjISM2fOhKIoKCgowK1btzQbm4jInbA0kUP4+voiLS0N7dq1w7Vr11BYWCg6kltQFAVr1qzBnTt3EBQUpHlhsho6dChmz54NVVVRWFiIGzduaJ6BiMjVsTSRw3h7eyMlJQWBgYG4efMmCgoKREdyadZzicrLyxESEgKDwQC9Xi8sz6BBgzBv3jwAwMaNG1FaWiosCxGRK2JpIoeyFqegoCDcuXMHa9asgaIoomO5HEVRkJubi4qKCnTs2BHJyclCC5NV//79ERcXB0mSsHnzZly+fFl0JCIil8HSRA6n1+thMBgQHByM8vJy5Ofnszi9QFEUZGdn48GDB+jcuTNWrlwJWXadt2JERATi4+MhSRK2bduGkpIS0ZGIiFyC6xypyaNYi1PHjh1RUVGB3NxcFif8VJgyMzPx+PFjdOnSBYmJiS5VmKx69+6NxYsXQ5Zl7NixA+fOnRMdiYhIONc7WpPHkGUZK1euROfOnfHgwQNkZ2e36uJksVhgMplQVVWF8PBwLFu2zCULk1V4eDiWLFkCWZaxZ88enD59WnQkIiKhXPeITR5BlmUkJiaiS5cuePz4MTIzM1tlcTKbzTCZTHj27Bl69eplKyOurlu3bkhISIBOp7PdPJiIqLVy/aM2uT1ZlrFs2TJ0794dVVVVMJlMsFgsomNpxlqYampq0LdvXyxatEh0pFcSFhaGxMRE6HQ6HDp0CMXFxaIjEREJwdJEmpBlGUuXLkXPnj3x7NkzmEwm0ZE00djYiPT0dPz444/o168fPv74Y9GRXktoaChWrlwJvV6PoqIiFBUViY5ERKQ5libS1CeffIK+ffuipqYGTU1NouM4VXV1NYxGI54/f45BgwZh/vz5oiO9kQ4dOiApKQleXl4oLi7G/v37RUeiN9Aaf01O9KactjBMfX29szYtTEtLCwDP3DdAu/3705/+hK+//ho3b95EU1MTqqurNVkFW8vXr7q6Grm5uQCAAQMGICYmxunjarF/vr6+WLp0KfLy8nD69GmcP38e//zP/+y08V7kye8/rfetubkZiqLg7t27CAkJcfp4Wu+f2WzWdDzun3uz7p89ONNEQvzpT3+yfewKizo6mr+/v+1E72fPnnnUT/XV1dW2/fGk/Wotdu/eDUVRIEkS/Pz8RMchcitO+27liW9Ga8v2xH0DtN8/Hx8fAD8VDC1ovX//9m//hlWrVuHBgwfYsGEDli9f7tQr5rTYv1u3bmHz5s1QVRV6vR46nU6zf09Pfv9ptW9fffUVrl27hrZt2yIlJQW+vr5OHc9K69fOOnPtqV+bnr5/WnuVGTTONBE5iSzLWLFiBTp37oyHDx8iKyvLrWdmrl+/jsLCQqiqitmzZ0On04mORK+gsLAQ165dg7+/P9LS0jQrTESehKWJyIms61R17doVT548QUZGhlsut1BaWopNmzYBAObNm4dBgwYJTkSvoqCgADdv3kRAQABSU1M1OYeQyBOxNBE5mXW5hR49euDp06duV5wuX76MzZs3Q5IkxMXFoX///qIjkZ0URcGaNWtw584dBAUFsTARvSGWJiINyLKMxYsXo3fv3ralCKxXwLiykpISbNu2DZIkIT4+HhEREaIjkZ0URcHq1atRXl6O4OBgGAwGj7zogkhLLE1EGlq4cCEiIiJQW1vr8sXp3Llz2LFjxy8KH7kHRVGQm5uL+/fvo2PHjixMRA7C0kSksQULFmDAgAGoq6vDF198gcbGRtGR/sHp06exZ88eyLKMJUuWIDw8XHQkspOiKMjOzsaDBw/QuXNnrFy50i3uc0jkDvhOIhJg7ty5GDx4MOrr65Genu5Si8adOHEC+/fvh06nQ0JCArp16yY6EtlJURRkZmbi8ePH6NKlCxITE1mYiByI7yYiQWbNmoVhw4ahoaEBRqMRdXV1oiOhuLgYhw4dgk6nQ2JiIsLCwkRHIjtZLBaYTCZUVVWhe/fuWLZsGQsTkYPxHUUk0EcffYS3334bjY2NMJlMqK2tFZbFeiNevV6PlStXIjQ0VFgWejXWwvTs2TP07NkTS5cuZWEicgK+q4gE+/DDD/HHP/4RTU1NyMjIQHV1teYZDh06hOLiYnh5eSEpKQkdOnTQPAO9HrPZjPT0dNTU1KBv37745JNPREci8lgsTUQu4L333sO7774Ls9mMzMxMPH36VLOxDxw4gBMnTsDb2xsGgwHBwcGajU1vprGxEenp6fjxxx/Rr18/fPzxx6IjEXk0liYiFzFlyhSMGzcOzc3NyMrKwpMnT5w+5p49e3Dq1Cn4+PjAYDAgMDDQ6WOSY9TX18NoNOL58+cYNGgQ5s+fLzoSkcdjaSJyIRMmTMDEiRNhsViQnZ2Nhw8fOm2snTt34ty5c/D19UVKSgoCAgKcNhY5Vn19PUwmE+rr6/GHP/wBs2fPFh2JqFVgaSJyMWPHjsWUKVPQ0tKC3NxcVFZWOnyMbdu24eLFi2jTpg1SU1Ph7+/v8DHIOerq6pCeno6GhgZERkbiT3/6k+hIRK0GSxORC3r33Xfx/vvvo6WlBXl5ebh3757Dtr1582ZcvnwZfn5+SEtLg5+fn8O2Tc5VU1MDo9GIpqYmjBgxAtOnTxcdiahVYWkiclHWb4rWm66WlZW98TY3btyI0tJS+Pv749NPP4Wvr++bByVNPHv2DBkZGTCbzRg1ahTef/990ZGIWh2WJiIXFhkZiZkzZ0JRFBQUFOD27duvva2CggLcuHEDAQEBvNu9m6mqqkJmZiaam5sxduxYTJ06VXQkolaJpYnIxQ0dOhSzZs2CqqrYsGEDbty48UrPt85U3blzB0FBQSxMbubRo0fIysqCxWKxXShARGKwNBG5gcGDB2Pu3LkAgC+//BKlpaV2PU9RFKxevRrl5eUIDg7m3e7dTGVlJXJyctDS0oLJkydj3LhxoiMRtWosTURuYsCAAYiLiwPw08ncV65c+d3HK4qC3Nxc3L9/Hx06dGBhcjP3799HXl4eWlpaMG3aNIwePVp0JKJWj6WJyI1EREQgPj4ekiRh69atKCkp+dXHKYqCVatW4cGDBwgNDUVSUhLvReZGysvLsXr1aiiKgg8++AAjR44UHYmIwNJE5HZ69+6NRYsWQZZl7NixA+fPn//F5xVFQWZmJh49eoSwsDAsX76chcmN3LlzB2vXroWiKJgxYwbeeecd0ZGI6GcvPZJKktRdkqQiSZKuSpJ0RZKkT7UIRkS/rWfPnli8eDFkWcbu3btx5swZAP9zt/uqqip0794dCQkJLExu5ObNm1i/fj1UVUVsbCyGDx8uOhIRvcCeExwsAP5VVdXzkiS1A3BOkqRDqqpedXI2Ivod1lKUl5eHffv24ccff0RJSQlqa2vRs2dP3u3ezdy8eRM7duyAqqqYM2cOBg4cKDoSEf2dl5YmVVUrAVT+/PGPkiSVAugKgKWJSDDrr9+ys7Nx7NgxAIAkSaisrMTnn3/u1LGbmpoAwOnjAICqqjCbzQAAHx8fp4+ntebmZiiKAgCYP38++vXrJzgREf2aV5q3lySpJ4DhAE79yueWS5J0VpKks83NzY5JR0QvFRgY+Isi4WlrML1YmDyVtTDpdDp07NhRcBoi+i12X38sSZI/gG0A/klV1dq//7yqqjkAcgAgMjJSdVhCIvpN9fX1yMjIQFNTE3r37o1Zs2Zpdi856wzTZ5995rQxKisrkZ+fDwAYP348RowY4ZH3yquvr8fRo0dx5swZZGVlYcWKFejQoYPoWET0d+yaaZIkyQs/FaZCVVW3OzcSEdmjvr4eJpMJ9fX1GDJkCGbNmiU6kkPdu3fPtk7R+++/jxEjRoiO5FTR0dGYMGECLBYLsrOz8fDhQ9GRiOjv2HP1nAQgH0Cpqqr/z/mRiOhl6urqYDQa0dDQgOHDhyM2NlZ0JIcqLy/HmjVroCgKPvzwQ48vTFbjxo3DlClT0NLSgtzcXFRWVoqOREQvsGemaTSAhQAmSpJ08ec/MU7ORUS/oba2FkajEY2NjYiKisKMGTNER3Ko27dv29YpmjlzJt5++23RkTT17rvv4v3330dLSwvy8vJw79490ZGI6GcvLU2qqn6nqqqkquofVFUd9vOffVqEI6JfevbsGUwmE8xmM0aNGoWYGM/6+eXGjRvYsGEDVFXFrFmzMHToUNGRhBgxYgQ+/PBD282Wy8vLRUciInBFcCK3UVVVhczMTDQ3N2Ps2LGYOnWq6Eh+oJXjAAAgAElEQVQOVVpaii+//BKqqmLu3LkYPHiw6EhCvf3225g5cyYURcHatWtx+/Zt0ZGIWj2WJiI38OjRI2RlZcFisSA6OhoTJ04UHcmhrly5gs2bNwMAFixYgAEDBghO5BqGDh2KWbNmQVVVbNiwATdu3BAdiahVY2kicnGVlZXIyclBS0sLJk+ejPHjx4uO5FAlJSXYunUrJEnCxx9/jIiICNGRXMrgwYMxd+5cqKqKL7/8EteuXRMdiajVYmkicmEVFRW2y+6nTZuG0aNHi47kUOfPn8eOHTsgyzIWLVqEPn36iI7kkgYMGIAFCxYAAL766itcuXJFcCKi1omlichFlZeXIz8/H4qiICYmBiNHjhQdyaHOnDmD3bt3Q5ZlLF68GD179hQdyaVFRETg448/hiRJ2Lp1K0pKSkRHImp1WJqIXFBZWZntsvsZM2YgKipKdCSHOnnyJPbt2wdZlrFs2TJ0795ddCS30KdPHyxatAiSJGHHjh04f/686EhErQpLE5GLuXXrFgoKCqCqKmJjYzF8+HDRkRzq2LFjOHjwIHQ6HZYvX44uXbqIjuRWevbsiSVLlkCWZezevRtnzpwRHYmo1WBpInIh169fR2FhIVRVxZw5czBkyBDRkRzq6NGjOHLkCPR6PVasWIHQ0FDRkdxS9+7dsWzZMsiyjH379uH7778XHYmoVWBpInIRV69exaZNmwAA8+fPx8CBAwUncqzDhw/j22+/hZeXF5KSktCxY0fRkdxaly5dsHz5cuh0OnzzzTf47rvvREci8ngsTUQu4NKlS9iyZQskScKCBQvQr18/0ZEc6ptvvsHx48fh7e2N5ORkBAcHi47kEUJDQ7FixQro9Xr85S9/wdGjR0VHIvJoLE1Egl24cAHbt2+HJElYuHAh+vbtKzqSQ+3duxfff/89fHx8YDAYEBQUJDqSR+nYsSOSkpLg5eWFb7/9FocPHxYdichjsTQRCXT27Fns2rXLdtl9r169REdyqF27duHs2bPw9fVFSkoKAgICREfySMHBwUhOToaXlxeOHz+Ob775RnQkIo/E0kQkyKlTp7B3717IsoylS5ciPDxcdCSH2r59Oy5cuIA2bdogNTUV/v7+oiN5tKCgIKSkpMDHxwfff/899u3jfdWJHI2liUiA48eP48CBA9DpdEhISEDXrl1FR3KoLVu24NKlS/Dz80NaWhr8/PxER2oVAgICkJKSAl9fX5w5cwa7du0SHYnIo7A0EWmsuLgYhw8ftq1TFBYWJjqSQ23cuBFXr16Fv78/Pv30U/j6+oqO1Kr4+/sjNTUVbdq0sZ0vR0SOwdJEpKEjR46gqKgIer0eSUlJ6NSpk+hIDrV+/XrcuHEDAQEBSE1Nhbe3t+hIrdKLM3zWKzOJ6M2xNBFp5ODBgzh27Bi8vLyQnJyMkJAQ0ZEcRlEUrF27Frdv30ZQUBALkwvw9fW1nUt29epVfPnll6IjEbk9liYiDezfvx8nT56Et7c3DAYD2rdvLzqSwyiKgjVr1uCHH35AcHAwDAYD9Hq96FiE/ylOAQEB+Nvf/ob169eLjkTk1liaiJxs9+7dOH36tG2dosDAQNGRHEZVVeTl5eHevXvo0KEDC5ML8vb2RmpqKoKCgnD79m3bjaCJ6NWxNBE5kfVO9J64TpGqqmhubkZlZSVCQ0ORlJQEWeYhxRXp9XoYDAYEBwfjhx9+wJo1a1iciF6D034krK+vd9amhWlpaQHgmfsGaL9/ZrNZ0/G03r/09HQ0NTWhTZs2tpurOnNsLffPYrHYXr/Q0FDEx8ejsbHRqWN68vtPq31bsmQJ1qxZg3v37uE//uM/8E//9E+azAyKOLaoquqxxxZPP3Zqzbp/9uCPhUROUF9fj6amJgBAQkIC2rRpIziR41gsFuTk5AAAJElCfHw8Z5jchCzLWLJkCYCfZgo9ccbp1KlTUFUVALBnzx7BacjTOO1HDE9czM7asj1x3wDt9896dZVW42m5f35+fvD29oYkSZrdnFaL/bMWpufPn6Nz585YtmyZZucwefL7T8R7z2w2o7q6GuvWrXP6r1a12r+jR4+iuLgYOp0OXl5eKC0thSzLmD17tlPH5bHTvb3KDBp/PCRyEkmSREdwKLPZDKPRiJqaGvTp0wcrVqzgSd9uSpIkeHt7o1u3bnjy5AkyMjJgsVhEx3ojf/nLX/Dtt9/a1kD79NNP0bZtW1y5cgVfffWV6HjkIViaiOilGhsbYTQaUVtbi379+iE+Pl50JHpDkiRhyZIl6NmzJ54+fQqTyeS2xembb77Bd999By8vLxgMBoSEhMDX1xdpaWlo164drl27hsLCQtExyQOwNBHR77IWprq6OgwcOBDz588XHYkcRJZlfPLJJ+jduzdqampgNBptJxm7i3379uH777+Hj48PUlJSEBQUZPuct7c30tLSEBgYiJs3b2LdunUCk5InYGkiot9UX1+P9PR01NfXY8iQIZgzZ47oSOQECxcuxFtvvYXa2loYjUanXwnpKLt27cKZM2d+d0kPvV5vK1NlZWVYvXq1x538TtphaSKiX1VXVwej0YiGhgYMHz4csbGxoiORE8XFxWHgwIG2193Vi9P27dtx4cIFtGnTxna7mN9iXacqJCQEd+/eRX5+PosTvRaWJiL6By/OOERFRWHGjBmiI5EG5syZgyFDhvxihtEVbdmyBZcuXfrFjYlfRq/XIzk5GR07dkRFRQVyc3NZnOiVsTQR0S9UV1fDZDLBbDZj5MiRiImJER2JNBQbG4vhw4ejoaHBdi6bK/nyyy9x9epV+Pv7IzU1Fb6+vnY/V5ZlrFy5Ep07d8aDBw+QnZ3N4kSvhKWJiGyePn2KjIwMNDc3Y8yYMZg2bZroSCTAjBkz8M477/ziqklXsH79evztb39DQEDAKxcmK1mWkZiYiC5duuDx48fIzMxkcSK7sTQREQDg8ePHyMrKgsViwfjx4zFp0iTRkUigDz74ACNHjoTZbIbJZEJ1dbWwLIqiYO3atbh9+zYCAwORmppqW+DxdciyjGXLliE8PBxVVVVuvdwCaYuliYjw8OFDrFq1ChaLBZMmTUJ0dLToSOQCpk2bhjFjxqC5uRmZmZl4+vSp5hkURcGaNWvwww8/IDg4GCkpKQ5ZVNV6S5levXrh2bNntl9JE/0eliaiVq6iogI5OTloaWmxfZMkspo0aRLGjx+P5uZmZGVl4fHjx5qNrSgK8vLycO/ePXTo0AEGg8Hhq9AvWrQIffv2RU1NDYsTvRRLE1Er9uLl1zExMRg5cqToSOSCoqOjMXHiRFgsFqxatQoPHz50+piKoiAnJweVlZXo1KmTU++P9/HHH6Nfv3748ccfkZ6e7vLLLZA4LE1ErVRZWZntLvfTp09HVFSU6EjkwsaOHYupU6eipaUFOTk5qKiocNpYiqIgKysLDx8+RFhYGFasWOHUGwoDwPz58zFo0CA8f/4cRqPRZZdbILFYmohaoVu3bqGgoACqqmLmzJmIjIwUHYncwKhRoxATEwNFUZCfn4+7d+86fAyLxYKMjAw8efIE3bp1Q0JCgtMLk9Xs2bMxdOhQ1NfXu+RyCyQeSxNRK3P9+nUUFhZCVVXbNwkie0VFRWH69Om2K9rKysoctm2LxQKTyYSnT5+iR48eWLJkiWaFycr6Q0RjYyNMJpPLLLdAroGliagVKS0txaZNmwAA8+bNw6BBgwQnIncUGRmJmTNnQlEUFBQU4NatW2+8TbPZDKPRiJqaGvTu3RuLFy/WvDBZTZ8+HSNGjEBTUxMyMjJQU1MjJAe5HpYmolbi8uXL2Lx5MyRJQlxcHPr37y86ErmxoUOHYvbs2VBVFYWFhbhx48Zrb+vFRTTfeustLFy40IFJX8/777+PUaNGwWw2IyMjA8+ePRMdiVwASxNRK1BSUoJt27ZBkiTEx8cjIiJCdCTyAIMGDcK8efMAABs3bkRpaekrb8NamOrq6jBw4EDExcU5OuZrmzp1KsaOHWtbp+rJkyeiI5FgLE1EHu7cuXPYsWMHZFnG4sWL0bt3b9GRyIP0798fcXFxkCQJmzdvxuXLl+1+7os3Bh4yZAjmzJnjxKSvZ+LEiZgwYQIsFguys7Px6NEj0ZFIIJYmIg926tQp7Nmzx7b6cXh4uOhI5IEiIiIQHx8PSZKwbds2lJSUvPQ5dXV1MBqNaGhowLBhwxAbG6tB0tczbtw4TJ482bbcQmVlpehIJAhLE5GHOnHiBA4cOACdToeEhAR069ZNdCTyYC+evL1jxw6cO3fuNx9bW1sLk8mExsZGvPPOO/joo480TPp6Ro8ejWnTpqGlpQV5eXm4f/++6EgkAEsTkQcqLi7GoUOHoNPpkJiYiLCwMNGRqBUIDw+3LROwZ88enD59+h8eU11dDZPJhKamJowcORIffPCBgKSvx5pXURSsXr0a5eXloiORxl5amiRJ8pUk6bQkSSWSJF2RJOnftQhGRK+nqKgIRUVF0Ov1WLlyJUJDQ0VHolbEuiClTqfD/v37ceLECdvnnj59iszMTDQ3N2PMmDGYNm2awKSvxzozZl2n6s6dO6IjkYbsmWlqAjBRVdWhAIYBeE+SJN6gisgFHT16FMXFxfDy8kJSUhI6dOggOhK1QmFhYUhMTIROp8OhQ4dw8uRJVFVVISsrC83NzRg/fjwmTZokOuZrs56Dpaoq1q9fj9u3b4uORBp56e2iVVVVAVjXkvf6+Y/qzFD2EvXF+uc//1nzMbWQl5eH2tpah99F/Lc0NTUBAD7//HNNx/Px8dF0PK33z9vbG8nJyQgMDNRkXKJfExoaihUrViAnJwffffcdjh8/DlVVMXHiRIwdO1Z0vDc2ZMgQ6HQ6bNmyBdu2bcMf//hHvPfee6JjkZPZdU6TJEk6SZIuAngE4JCqqqd+5THLJUk6K0nS2ebmZkfndCnr1q0THcHhKioq8OzZM7S0tOCnnuxZWlpaREdwKovFYvt4/vz5LEzkEjp27IikpCQAgKqqGDdunEcUJquBAwdi7ty5AH66UvVVllsg92TXlIKqqi0AhkmSFATga0mSBquqevnvHpMDIAcAIiMjNfmuq/WqsbW1tVizZg3KysqwevVqocv8O9Ldu3exdu1aAMDkyZMxevRoTca1zsB89tlnTh3nzJkz2LdvH2RZxrx58/DWW285dTwrrfbPasOGDbh16xYKCwuRmJjIc5nIJQQHByMuLg5//etfMWHCBNFxHG7AgAEYM2YMvvvuO2zbtg2qqmLIkCGiY5GTvNJ3fFVVqwEUAWiVc5B6vR7Lli1DSEgI7t69i7y8PCiKIjrWGykrK8PatWuhKAqmTZuG4cOHi47kUN9//72tMC1YsMCjL7uPjY1FdHS0bS2ZiooK0ZGIAPx0cnhMTIzoGE4zatQozJs3D5IkYfv27bhw4YLoSOQk9lw91/HnGSZIktQGwBQA15wdzFXJsozk5GR06tQJlZWVyMnJcdvidOvWLRQUFEBRFMycORN/+MMfREdyqOPHj+Obb76BTqfD8uXLW8Vl91FRUYiJiYGiKMjPz8fdu3dFRyJqFcLDw22/fdi1axfOnDkjOhI5gT0zTWEAiiRJ+iuAM/jpnKY9zo3l2mRZxooVK9C5c2c8fPgQWVlZblecbty4gcLCQqiqitmzZ2Po0KGiIznUt99+i8OHD9sKU2v6VVVUVBSmT59uuyS6rKxMdCSiViE8PBxLly6FLMvYt28fvv/+e9GRyMFeWppUVf2rqqrDVVX9g6qqg1VV/f+0CObqZFlGYmIiunbtiidPniAjI+MXJ+O6stLSUmzcuBEAMG/ePAwaNEhwIsc6cuQIjh49Cr1ej6SkJHTq1El0JM1FRkZi5syZUBQFBQUFvCSaSCNdu3a1rVP1zTff4Pjx46IjkQO5/1nMAsmyjKVLl6JHjx54+vSpWxSny5cvY/PmzZAkCXFxcejfv7/oSA518OBBHDt2DF5eXjAYDAgJCREdSZihQ4di9uzZUFUVGzZswI0bN0RHImoVwsLCsHz5cuh0Ohw+fBjffvut6EjkICxNb+jFO8dXV1fDaDTCbDaLjvWrSkpKsG3bNkiShPj4eERERIiO5FD79u3DyZMn4e3tjZSUFAQFBYmOJNygQYMwb948AMDGjRtRWloqOBFR69CpUyckJSVBr9fj6NGjOHLkiOhI5AAsTQ6ycOFCREREoLa21iWL07lz57Bjx45flDxPYj3x0sfHB6mpqQgICBAdyWX0798fcXFxkCQJmzdv5loyRBoJCQmBwWCAl5cXjh07hoMHD4qORG+IpcmBFixYgAEDBqCurg5ffPEFGhsbRUcCAJw+fRp79uyBLMtYsmQJwsPDRUdyqK+//hoXLlxAmzZtkJaWBn9/f9GRXE5ERATi4+MhSRK2bduGkpIS0ZGIWoWgoCCkpKTA29sbJ0+exL59+0RHojfA0uRgc+fOxeDBg1FfX4/09HTU19cLzXPixAns378fOp0OCQkJHrdO0ZYtW/DXv/4Vfn5+SEtLg5+fn+hILqt37962S6J37NiB8+fPi45E1CoEBAQgNTUVPj4+OHPmDHbt2iU6Er0mliYnmDVrFoYNG4aGhgYYjUbU1dW9/ElOUFxcjEOHDkGn0yExMdHj1inatGkTrl69Cn9/f6SmpsLX11d0JJcXHh6OJUuWQJZl7N69G6dPnxYdiahV8Pf3R1paGtq0aYMLFy7g66+/Fh2JXgNLk5N89NFHePvtt9HY2AiTyYTa2lpNxy8qKkJRURH0ej1WrlzpcesUbdiwAdevX0e7du1YmF5Rt27dkJCQAFmWsX//fpw4cUJ0JKJW4cUZ8b/+9a/YsmWL6Ej0ilianOjDDz/EH//4RzQ1NSEjIwPV1dWajHvo0CEUFxfDy8sLSUlJ6NChgybjamXdunW4desWAgMDkZaWBm9vb9GR3M6Ll0QfOnQIx44dEx2JqFXw9fVFamoq/P39cfXqVWzatEl0JHoFLE1O9t577+Hdd9+F2WxGZmYmnj596tTxDhw4gBMnTsDb2xsGgwHBwcFOHU9LiqJg9erVKCsrQ/v27ZGSkgK93q57TtOvCA0NxYoVK6DX63HkyBEUFRWJjkTUKliLU7t27XD9+nVs2LBBdCSyE0uTBqZMmYJx48ahubkZWVlZePLkiVPG2bNnD06dOgUfHx8YDAYEBgY6ZRwRFEVBXl4e7t69i5CQEBYmB+nYsSOSkpLg5eVlOweOiJzP29sbaWlpCAwMxK1bt7Bu3TrRkcgOLE0amTBhAiZOnAiLxYLs7Gw8fPjQodvfuXMnzp07B19fX6SkpHjUOkWKoiAnJweVlZXo1KkTkpOTIcv80nWU4OBgGAwGeHt748SJEzhw4IDoSEStgl6vR0pKCtq3b4+ysjKsXr3a7e5j2trwO4+Gxo4diylTpqClpQW5ubmorKx0yHa3bduGixcvok2bNrbflXsKRVGQlZWFhw8fonPnzlixYgULkxMEBgbCYDDAx8cHp06dwp49rfqe3ESasRankJAQ3L17F3l5eSxOLozffTT27rvv4v3330dLSwvy8vJw7969N9qedYVnT1ynyGKxICMjA0+ePEHXrl2RmJjIwuREAQEBSElJga+vL86dO4edO3eKjkTUKsiyjOTkZHTq1AmVlZXIyclhcXJR/A4kwIgRIzB9+nQoioI1a9agrKzstbZjvZeYv78/Pv30U4+67N5amJ4+fYoePXpg6dKlLEwasK551aZNG1y8eBHbtm0THYmoVZBlGStWrEDnzp3x8OFDZGVlsTi5IH4XEiQyMhIzZ86EoigoKCjA7du3X+n5BQUFuHHjhm2lWU+67N5sNsNoNKK6uhq9evWyrWJN2nhx1vLy5cvYvHmz6EhErYIsy0hMTETXrl3x5MkTZGRkwGKxiI5FL+B3IoGGDh2KWbNmQVVVbNiwATdu3Hjpc6yzU3fu3EFQUJDHFqba2lpERERg0aJFoiO1Sr6+vvj000/h7++P0tJSbNy4UXQkolZBlmUsXboUPXr0wNOnT1mcXAxLk2CDBw/G3LlzAQBffvklSktLf/Ox1nWKysvLbVc8edJl942NjUhPT0ddXR369++PBQsWiI7Uqnl7eyM1NRUBAQG4ceMG1q9fLzoSUasgyzIWL16M3r17o7q6GkajEWazWXQsAkuTSxgwYADi4uIA/HRi95UrV/7hMYqiIDc3F/fv30eHDh08rjBZb3D8/PlzDB48GPPmzRMdifA/xSkoKAi3b9/G2rVreZ4FkUYWLlyIiIgI1NbWsji5CJYmFxEREYH4+HhIkoStW7eipKTE9jlFUbBq1So8ePAAoaGhSEpK8qhzfOrq6mA0GtHQ0IBhw4Zh1qxZoiPRC/R6vW11+R9++IFryRBpaMGCBRgwYADq6urwxRdfoLGxUXSkVs1zvvN6gN69e2PRokWQZRk7duzA+fPnoSgKMjMz8ejRI9v9wjypMKmqCpPJhMbGRrz99tv46KOPREeiX2EtTh06dMD9+/eRm5vL4kSkkblz52Lw4MG2GXlVVUVHarU857uvh+jZs6ftarHdu3fjv/7rv1BVVYXu3bvb7kzvKVRVhdlsRlNTE0aMGIEPP/xQdCT6HbIsIykpCaGhoXjw4AG++OILnqDqphRFQUtLi+gY9ApmzZqFYcOGoaGhAWazmcVJEKedFFNfX++sTQtjPcg4e99CQkIQHx+PgoICNDQ0IDQ0FPPnz3f6tKxW+2dl/f18VFQUxo8f7/RxRe2fVuNptX/x8fHIz89HdXU1/vM//xP/+q//qkmZ1/r105KW+2axWNDc3AwAuHnzJrp06eL0MT35tQO0278pU6ZAVVWUlJTAbDZ73LFFlFf5AcJzpi08TGhoqO1Eb0+/7D46Olp0BHoFsixjyZIltr/n5+dzxslNmM1m5Obm2v6uRWEix5o6daroCK2a02aaPOl2HlbWlq3Vvul0Ouh0Os3G03r/fHx8NB1P6/2zrp/lqfvn4+MDs9mM6upqrF69GikpKU69olPr/dOSFvvW2NiI/Px81NXVQZZleHl5eezXptZ47HRvrzKDxpkmInpt3t7e6NOnD2pqapCens5Lol1UfX09jEYj6urqMHDgQHh5eYmOROSWWJqI6I3Ex8ejX79++PHHH2E0GnlJtIupr6+HyWRCfX09hgwZgjlz5oiOROS2WJqI6I3Nnz8fAwcOtK25xeLkGl5cA2348OGIjY0VHYnIrbE0EZFDzJkzB0OGDLGtJeOpV9q4C+sq0o2NjYiKisKMGTNERyJyeyxNROQwsbGxGD58OBoaGmzn0JD2nj17BpPJBLPZjFGjRiEmJkZ0JCKPwNJERA41Y8YMREVFobGxEUajEbW1taIjtSpVVVXIzMxEc3MzxowZw0vUiRyIpYmIHC4mJgajRo2C2WyGyWRCdXW16EitwqNHj5CVlQWLxYLo6GhMmjRJdCQij8LSREROMXXqVIwZMwbNzc3IyMhAVVWV6EgerbKyEjk5OWhpacHkyZMxfvx40ZGIPA5LExE5zaRJkxAdHQ2LxYLs7Gw8evRIdCSPVFFRgby8PLS0tGDatGkYPXq06EhEHomliYicavz48Zg8eTIsFgtycnJQWVkpOpJHKS8vR35+PhRFQUxMDEaOHCk6EpHHYmkiIqcbPXo0pk2bhpaWFuTl5aGiokJ0JI9QVlaGtWvXQlEUTJ8+HVFRUaIjEXk0liYi0sTIkSMRExMDRVGQn5+P8vJy0ZHc2q1bt1BQUABVVREbG4vIyEjRkYg8HksTEWkmKioK06dPh6IoWLt2LcrKykRHckvXr19HYWEhVFW1LSpKRM7H0kREmoqMjERsbCxUVUVBQQFu3bolOpJbuXr1KjZt2gTgf25fQ0TaYGkiIs1ZbxyrqioKCwtx/fp10ZHcwqVLl7BlyxZIkoQFCxagX79+oiMRtSosTUQkxMCBAzF//nwAwKZNm3D16lXBiVzbhQsXsH37dkiShIULF6Jv376iIxG1OixNRCRMv379EBcXB0mSsGXLFly6dEl0JJd09uxZ7Nq1C7IsY/HixejVq5foSEStEksTEQkVERGBhQsXQpIkbN++HRcvXhQdyaWcOnUKe/fuhSzLWLp0KcLDw0VHImq1WJqISLhevXph8eLFkGUZO3fuxNmzZ0VHcgnHjx/HgQMHoNPpkJCQgK5du4qORNSqsTQRkUsIDw/H0qVLIcsy9u7di1OnTomOJFRxcTEOHz4MnU6H5cuXIywsTHQkolaPpYmIXEbXrl2RkJAAnU6HAwcO4Pjx46IjCXHkyBEUFRVBr9cjKSkJnTp1Eh2JiPAKpUmSJJ0kSRckSdrjzEBE1LqFhYUhMTEROp0Ohw8fRnFxsehImjp48CCOHTsGLy8vJCcnIyQkRHQkIvrZq8w0fQqg1FlBiIisQkNDsXLlSuj1ehQVFeHIkSOiI2li//79OHnyJLy9vWEwGNC+fXvRkYjoBXaVJkmSugH4AECec+MQ0euqqamBoiiiYzhMhw4dkJycDC8vLxw7dgxHjx4VHcmpdu/ejdOnT8PHxwcGgwGBgYGiIzmMxWLB/fv3RcdwmqqqKtTW1oqOQRqQVFV9+YMkaSuA/wugHYD/parqh7/3+MjISPX8+fOOSfg71q9fj9u3bzt9nL/n4+OjyThNTU2ajmc2mwEA3t7emozH/XMcRVHQ3Nys2XiAdvunqqrttdNiPBGs/5bAT1+fkiRpMp7WXyvx8fHo06ePJmNqpba2Fv/93/8NwPPee38/npZ69+6NhQsXajJWfX092rZte05V1Xde9tiXzjRJkvQhgEeqqp57yeOWS5J0VpKks9aDNxFp78WC4QkkSdKs6Irw4vFSi8KktRe/4W7cuBEVFRUC0zhWbW0tMjMzbX9vamqCPRMR5L5eOtMkSdL/BbAQgAWAL4AAANtVVY3/redoNdOktfybcbwAACAASURBVPr6egCAn5+fJuN9/vnnAIDPPvtMk/G4f46l9f7V1dVh3bp1ePLkCTp16oQVK1ZAlp13gaynv35a+Oqrr3Dt2jX4+flh2bJlCA4O1mRcLV47i8WCrKwsPH36FF26dEH//v1x5MgR26rm3bt3d9rYWqipqUFmZibMZjMiIyPR1NSEK1euwNfXFwaDAf7+/k4bm+89x3LoTJOqqv9bVdVuqqr2BDAfwJHfK0xEJIYsy/jkk08QFhaGR48eISsry6POcfI0hYWFuHbtGtq1a4fExET4+vqKjuQwFosFJpMJT58+Rc+ePREXF4e3334b06dPh6IoWLNmDcrKykTHfG3Pnj1DRkYGzGYz3n33XUyaNAkxMTGIjIxEY2MjTCYTz3HyUFyniciDyLKMhIQEdOvWDU+ePEFGRgYsFovoWPR3CgoKcPPmTQQGBiIlJcWjfv1oNpthNBpRU1ODPn364JNPPrHNeEZGRmLmzJlQVRUFBQW4deuW4LSv7smTJ8jMzERzczPGjRuHKVOm2D43ffp0jBgxAk1NTcjIyEBNTY3ApOQMr1SaVFU9+rKTwIlILFmWsWTJEvTo0QNPnz6FyWRicXIR1lmWO3fuICgoyOMKU2NjI4xGI2pra/HWW28hPv4ffykxdOhQzJ49G6qqorCwENevXxeQ9PU8fPgQ2dnZsFgsmDBhAiZMmPAPj3n//ffx7rvvwmw2IyMjA8+ePROQlJyFM01EHsh63kjv3r1RU1MDo9HocSeIuxtFUZCfn4/y8nIEBwfDYDBAr9eLjuUw1sJUV1eHgQMHIi4u7jcfO2jQIMybNw8AsGnTJpSWuv4SgJWVlcjNzUVLSwsmT56McePG/eZjp0yZgrFjx6K5uRmZmZl48uSJhknJmViaiDzYwoUL8dZbb6G2thZGoxGNjY2iI7VKiqIgNzcXFRUV6Nixo8cVpvr6eqSnp6O+vh5DhgzBnDlzXvqc/v37Iy4uDpIkYfPmzbh06ZIGSV/PvXv3kJeXh5aWFrz33nsYPXr0S58zceJETJgwARaLBdnZ2Xj48KEGScnZWJqIPFxcXBwGDhyIuro6FicBFEVBdnY2Hjx4gM6dO2PlypVOvapRa9avq4aGBgwfPhyxsbF2PzciIgLx8fGQJAn/P3v3GhXFmfaN/l/VTXMQARElqBg8MCjKqESNxkM0nqLGQ4hEUVRUQKEB373W82H2fHnW8661350P+8vQzUFBNKCIqERQ8UREUTyhgMGIDAYMinhCBAmHPlTtD073kEwSQbvr7i6u31pZk4xQ9/+2qZurq+u+Ki8vD5WVlVZM+m4aGhqwd+9eCIKA5cuX4+OPP+71986dOxcLFy6E0WhEWloampqarJiUSEE+Zy4h5A+FhoYiKCjoV1cEiPUJgoDk5GQ8f/4cw4YNQ1RUlKwKpp5XMKdOnYqVK1f2+RijR49GREQEeJ5Hfn4+bt3605aAkqqvr8e+ffsgCAJWrVqFqVPfuiP9P8yaNQuff/45jEYj0tPTZd0ZvT+Qz9lLCPlTISEhmDx5Mjo7O833nhDrMW27b25uhq+vL7Zt2yargunVq1fQarXQ6XSYMWMGli9f/s7HGjlyJLZs2QKe53HixAlcv37dgknfTW1tLbKysiCKovnceVcff/wxli9fDkEQkJGRgYaGBgsmJVKSzxlMCHkr07vlnruciOXpdDpotVq0tLTAz88PW7dulVXB9PLlSyQlJUGv12P27NlYsmTJex9zxIgRiIyMhEKhwOnTp1FaWmqBpO+mpqYGBw8ehCiK5qu072vq1KlYtWoVBEHAvn37UF9fb4GkRGryOYsJIb2yfPlyzJgxw/yL/dWrV6wjyYrp77W1tRVjx47F5s2bWUeyqOfPnyMlJQUGgwGffvopFixYYLFj+/j4ICoqCgqFAkVFRSgpKbHYsXvr7t27yMnJAQCsW7cOgYGBFjv25MmTERISAlEUkZWVhdraWosdm0iDiiZC+qElS5Zg1qxZ5i3RL1++ZB1JFrq6upCYmIjXr18jICAAGzZsYB3Jop4+fYpdu3bBYDDgs88+w7x58yw+hre3N3bs2AGlUoni4mIUFxdbfIw/UlVVhcOHD4PjOKxfvx4BAQEWH8O0u1AURRw8eNCu+lQRKpoI6bdMvWb0ej1SUlLw/Plz1pHsWkdHBzQaDX755RdMmDAB69atYx3Joh4/fozdu3fDaDRi8eLFmDNnjtXG8vLyQkxMDBwcHFBSUoJz585ZbSyT8vJy5OXlgeM4bNq0CWPHjrXaWIGBgeafj5ycHNy9e9dqYxHLoqKJkH5s/vz5+Oyzz2AwGLBr1y7qJfOOTNvuOzo68Ne//hVr1qxhHcmiHj58iD179kAQBCxbtgwzZ860+pimBqAqlQpXrlzBqVOnrDZWWVkZjh8/bm4K6+fnZ7WxTAICArB+/XpwHIfDhw/bdJ8q8m9UNBHSz82ZMweLFy+G0WjE7t278fjxY9aR7EpbWxu0Wi26uroQHByML7/8knUki3rw4IF52/2KFSswbdo0ycZ2d3eHWq2Go6Mjbty4gePHj1t8jGvXrqGwsBA8z2Pbtm0YOXKkxcf4I2PHjsWmTZvMfarKy8slG5u8GyqaCCGYOXMmli5dan7Ux8OHD1lHsgutra1ISkpCd3c3pk+fjhUrVrCOZFE//fQTMjMzIQgCVq9ejeDgYMkzuLm5IS4uDk5OTigvL0d+fr7Fjl1aWoozZ85AoVAgMjISw4YNs9ixe8vPz8/cp+r48eMoKyuTPAPpPSqaCCEAYP6lb9oS/eDBA9aRbFpLSwuSkpKg0+nMRaec1NTU4MCBAxBFEWvWrMGkSZOYZXF1dUV8fDycnZ1RWVmJo0ePvvcxL1y4gKKiIigUCkRHR8PHx8cCSd/NyJEjzX28CgsLce3aNWZZyJ+jookQYhYcHIzVq1dDEARkZmairq6OdSSb9OLFCyQnJ0Ov15s/3pST6upq87b7tWvXYsKECYwTAS4uLkhISICLiwvu3LmDQ4cOvfOxvv/+e1y8eBFKpRIxMTEYOnSoBZO+m2HDhpn7VJ05c4Zpnyryx6hoIoT8yqRJk7BmzRqIooj9+/dTL5nfePbsGVJTU2EwGMw30svJnTt3kJubC47jEBYWhnHjxrGOZObk5ISdO3fC1dUV9+7dw4EDB/p8jLNnz+Ly5ctwcHCAWq3G4MGDrZD03fj4+CA6Otrcp+rChQusI5HfoKKJEPIfJkyYgK+//hoAkJ2djerqasaJbENTU5N5272pZYOc3L59G0ePHgXHcQgPD4e/vz/rSP9BpVIhPj4ebm5uuH//PjIzM3v9vYWFhbh69SpUKhXi4uLg4eFhxaTvZujQoYiJiYFSqcTFixfx/fffs45EeqCiiRDyu8aPH4+wsDBwHIfc3FzcuXOHdSSmGhsbkZ6eDqPRaG4OKie3bt3CsWPHzNvuR48ezTrSHzIVTh4eHqivr8fevXshCMKffk9BQQHKysrg6OhoLrps1eDBg6FWq+Hg4IDLly/jzJkzrCORf6GiiRDyh/z9/REeHg6O43D06FHcvn2bdSQmGhoakJGRYe5TNGPGDNaRLOr69es4ceIEeJ7Hli1bJN12/66USiXUajU8PT1/9fr8nry8PFRUVMDZ2RkJCQlwdXWVOG3feXh4IC4uDiqVytwWgbBHRRMh5E+NHj0amzZtAs/zOHbsGG7dusU6kqTq6+vNfYpWrlwpaZ8iKVy5cgWnT58Gz/OIjIzEiBEjWEfqNVPh5OXlhcbGRqSlpf1H4WRqHOni4oK4uDi4uLgwStt3bm5uiI+Ph6OjI8rKylBQUMA6Ur9HRRMh5K169pI5ceIEbty4wTqSJGpra5GVlQVRFBESEoIpU6awjmRRpkeU2MK2+3fF8zxiYmLg7e2NJ0+eIDU11Vw4mR5RYmpZYE8Fk4mrqysSEhLg7OyMiooK5OXlsY7Ur1HRRIiVGAwG1hEsytfXF5GRkeB5HqdOnYJOp2Mdyaqqq6tx8OBBiKKI0NBQBAUFsY5kUTqdDsXFxVAqldi+fTu8vb1ZR3pnPM8jOjoaw4YNw/Pnz5GcnIysrCzU1NRg4MCBiI+Ph5OTE+uY76xnu4Wqqiro9XrWkfotpbUO3NHRYa1DM2M0GgFINzfTLyWpxqP5WU57ezuMRiOMRqOs5ufu7o5Nmzbh22+/hSiK6O7ultX8TLRaLTo7OwEAX375Jfz8/Kw6rtTnXnd3NwCYb/oeMGCALOYXFhaGnJwcNDY2orm5GQMHDkRkZCQMBoNV38RINb9t27YhIyMDv/zyi2zPPRZM8+sNutJEiIV1dXVh37595v8+cuQIuzBWIIoiOI5jHcNq7t69ay6YZs+ebdWn3bPQcwv72rVrMWjQIIZpLIvneaxfv97831u3boVSabVrA5JzcnJCZGQk6xj9mtV+muzxs+O3MVXZUs1NpVJJOh7NzzJj7NmzB52dnRg3bhyamppQX1+Pw4cPY/PmzVYb1zQ2YN35PX78GFlZWRAEAQqFAkqlUlavX0VFBU6ePAkAcHBwwIIFC6w2Vk9SnXsnTpxAeXk5HB0dsWPHDsn6FEm9tjg6OgKALOfXcww5nXss9eUKGl1pIsRCOjo6oNVq0dHRgaCgIKxduxZxcXEYNGgQHjx48Kdbou3Bw4cPsWfPHgiCgKVLl8rqHTwA8+4knufh4OAAnpfX8pifn49bt27BycnJZhs7EmLr5LUqEMJIe3s7EhMT0dnZiSlTpiAkJATAmy3RcXFxGDx4MB4+fIj09HS7LJwePHhg3na/YsUKTJ8+nXUkizL1weF5Hlu3bpVdwXT06FFUVlbC2dkZ8fHxdtGniBBbJK+VgRAGWltbodFo0N3djWnTpmHlypW/+nOe5xEbG4shQ4aYH8NhT4VTXV0dMjMzIQgCVq9ejeDgYNaRLKq0tBRnzpyBQqFAZGQkhg8fzjqSRR06dAh37tz51Q4sQsi7oaKJkPfQ0tKCpKQk6HQ6zJw5E8uWLfvdr+N5Hjt27MAHH3yAp0+fIiUlxS4Kp9raWuzfvx+iKOKrr77CpEmTWEeyqIsXL6KoqMiu+xT9mezsbNy7dw+urq7YuXOnXW+7J8QWUNFEyDtqbm5GcnIy9Ho9Zs+ejcWLF//p1/M8j6ioKAwfPhwvXrxAUlKSTfdyqq6uRnZ2NgDg66+/xsSJExknsqzz58/jwoULUCqViImJwdChQ1lHsqjMzEzU1taau0qbNl4QQt4dFU2EvINnz54hJSUFBoMB8+bN6/UuK9M9MyNHjsTLly9ttnC6c+cOcnNzwXEcwsLCMH78eNaRLOrs2bO4dOkSHBwcEBsbi8GDB7OOZDGCIGDv3r2or6+Hh4cHFUyEWBAVTYT0kem+JKPRiIULF+LTTz/t0/ebHoo6atQovHr1ChqNxqa6a9++fRtHjx4Fx3EIDw+Hv78/60gWVVhYiKtXr0KlUkGtVsuqT5EgCMjIyEBDQwM8PT2hVqtlt8uREJaoaCKkDxobG5Geng6j0YglS5Zg1qxZ73ysTZs2YezYsWhra7OZwqm8vBzHjh0Dz/PYtGkTRo8ezTqSRRUUFKCsrAyOjo5Qq9Vwd3dnHcliBEFAWloaGhsb4eXlRQUTIVZARRMhvdTQ0GDutbRs2TLMmDHjvY+5YcMGjBs3ztyyoKurywJJ382NGzdw/Phx86M1/Pz8mGWxhu+++w4VFRXmPkVubm6sI1mMIAjYtWsXnjx5Am9vb8TExMiubQIhtoDOKkJ64bd9iqZNm2axY69duxYTJ07EL7/8gsTERCbPd7p69SpOnToFnucRGRkJX19fyTNY05EjR/DDDz/AxcVFdn2KBEFAcnIynj17Bh8fH0RHR1PBRIiV0JlFyFvcv38fmZmZEEURISEhVulT9NVXX2Hy5Mno7OyERqNBe3u7xcf4I5cuXcLZs2dlu+0+JycHP/74IwYMGID4+HhZ9SkyGAzQarVobm6Gr68vIiMjqWAixIro7CLkT9TU1CA7OxuiKCI0NBRBQUFWG2vVqlX46KOP0NXVBa1Wi7a2NquNZVJcXIzz589DqVRi+/bt8Pb2tvqYUtq/fz9qamowcOBAJCQkyKpPkalgamlpgZ+fnyw7mRNia+gMI+QP3L17Fzk5OQCAdevWITAw0OpjfvHFF5g+fTq6u7uRlJSE1tZWq4117tw5lJSUwMHBATExMRgyZIjVxmLh22+/xU8//QR3d3ckJCTIatu9TqdDYmIiWltbMWbMGKs/DJoQ8gYVTYT8jqqqKhw+fNjcpyggIECysZcuXYpPPvkEOp0OSUlJePnypcXHOH36NK5cuQKVSoXY2Fh4enpafAxWTNvuHzx4gEGDBiEuLk5Wu8i6urqg0Wjw+vVrBAQEIDw8nHUkQvoNKpoI+Y2Kigrk5eWB4zhs3LiRSZ+iRYsWYe7cudDr9UhJScGLFy8sduyTJ0/i+vXr5m33cnravSAI2LNnDx4+fIjBgwfLrmDq6Ogw3/MWGBiIdevWsY5ESL9CRRMhPdy8eRMFBQXmbfejRo1ilmX+/PmYP38+DAYDUlNT8fTp0/c+Zn5+Pm7evCnbbfdpaWl4/PgxhgwZgtjYWFnd49PR0QGtVouOjg4EBQUhNDSUdSRC+h35rCiEvKfr16/j5MmTv3rUCWtz587FokWLYDQakZaWhqampnc+1tGjR1FZWQlnZ2dZbrtPSUnBkydP8MEHH2DHjh2yKpja29uh0WjQ2dmJKVOmICQkhHUkQvol+awqhLyH0tJSnD59GgqFApGRkRg+fDjrSGaffPIJli5dCqPRiPT0dDx69KjPx8jNzcWdO3fg4uKChIQE2W27T0pKwosXLzB8+HBERUXJqmAydYzv6urCtGnTsHLlStaRCOm35LOyEPKOSkpKUFRUBIVCgaioKJvsUzR9+nR88cUX5oexNjQ09Pp7s7OzUV1dDVdXV+zcuVN22+5NN8uPHDlSdtvuW1paoNVqodPpMHPmTCxbtox1JEL6NfmsLoS8g/Pnz6O4uBhKpRI7duyw6T5FH330EVatWgVBELBv3z7U1dW99XuysrJQW1sLNzc32T3tXqfTQaPR4NWrVxg1ahS2bNkiq4KpubkZycnJ0Ov1mD17NhYvXsw6EiH9nnxWGEL66OzZs7h06RIcHBwQGxsLLy8v1pHeavLkyfjqq68giiL279+P2tra3/26noWVh4eHLAsmUwPQsWPHYtOmTawjWdSzZ8+QkpICg8GAefPmYcGCBawjEUJARRPpp06dOoWrV69CpVJBrVZj0KBBrCP12sSJE/H1119DFEUcPHgQ9+7d+9Wfmz7C+/nnn+Hp6Sm7p913dXUhMTERr1+/xrhx47BhwwbWkSyqqakJu3fvhtFoxMKFC/Hpp5+yjkQI+ZdeFU0cxz3gOK6K47hKjuNuWjsUIdZ0/Phx3Lhxw9ynyN3dnXWkPhs/fjzWr18PADh06BB+/PFHAG8KJtPN4l5eXrIrmDo7O5GYmIhffvkFEydOxNq1a1lHsqjHjx8jPT0dRqMRS5YswaxZs1hHIoT00JcrTfNFUZwsiuJUq6UhxMoKCwtRXl4uiz5F/v7+2LBhAziOw5EjR1BVVYVvv/0WTU1N8Pb2RkxMjKzu8fnll1+QlpaGzs5O88eUcvLo0SPs2bMHgiBg2bJlmDFjButIhJDf4ERRfPsXcdwDAFNFUexVW+Lg4GCxvLz8PaO9XVZWVq9uhrU0R0dHScbp7u6WdDydTgcAkt37IvX89Ho9BEGAi4sL1Gq1bLbdP3jwAN9++635vzmOk+Q1lPL1MxqNMBgMAACe5+Hg4GDV8Vice6a1eMWKFQgODpZkXKl0dHQAgGTn3DfffAMA+Nvf/ibJeFLP73/+538AAP/93/8tyXhSz09qHR0dGDBgwK3eXBTq7dtQEcBZjuNucRwX/XtfwHFcNMdxNzmOu6nX6/uSlxCrEwQBgiCA4zjEx8fL6uT38/P7VbNDOd3wDQCiKJoLJgBWL5ikJgiCuWBSKBT4y1/+wjgRsXWjR4/G6NGjWcfol3p7s8NsURQbOY4bCuAcx3H3RFEs6fkFoijuBrAbeHOlycI5f9fGjRulGMaM3i1ZltTze/HiBZRKpaz6FJkEBQXByckJ3t7ekn3kKMXr19LSgpSUFABv5vj5559L8vMp1c9mTU0NDh06BADw8fFBU1MTtFotYmNj7fqjY2JdUv/uI//WqytNoig2/ut/nwH4DsB0a4YixBpcXFxkdxWmp+HDh8vqpu8XL16Y+xTNnTsXn3/+OetIFlVdXY2cnBwAwOrVqxEeHo7p06eju7sbSUlJaG1tZZyQEPJbby2aOI4bwHHcQNO/A1gM4I61gxFC+q+nT58iNTUVBoPB/OBiOamqqkJubi44jkNYWBj8/f0BAEuXLsUnn3wCnU6HpKQktLS0ME5KCOmpN1eavAFc5jjuNoAbAE6KonjaurEIIf1VU1MT0tLSzH2K5s6dyzqSRVVWViIvLw8cxyE8PNxcMJksWrQIc+bMgV6vR3JyMl686NX+G0KIBN5aNImiWCeK4qR//TNBFMX/R4pghJD+p7Gx0dyn6PPPP5ddn6Jbt24hPz8fPM8jIiLiD2/m/eyzzzB//nwYDAakpqbi2bNnEiclhPwe+TRxIYTYtYaGBmRkZEAQBHzxxRf4+OOPWUeyqOvXr+PEiRPgeR5btmzByJEj//Tr586di4ULF8JoNGL37t1oamqSKCkh5I9Q0UQIYa6+vh779u2DIAhYtWoVPvroI9aRLKq0tBSnT5+GQqFAZGQkRowY0avvmzVrFj7//HMYjUakp6ejsbHRykkJIX+GiiZCCFO1tbXIysqCKIoICQnB5MmTWUeyqJKSEhQVFUGhUCAqKgo+Pj59+v6PP/4Yy5cvhyAIyMjIQENDg5WSEkLehoomQggzNTU1OHjwIERRRGhoKIKCglhHsqji4mIUFxdDqVRix44d8Pb2fqfjTJ06FatWrYIgCNi3bx/q6+stnJQQ0htUNBFCmLh79665T9G6desQGBjIOJFlnTt3DiUlJXBwcEBMTAy8vLze63iTJ09GSEgIRFFEVlYWamtrLZSUENJbVDQRQiRXVVWFw4cPg+M4bNiwAQEBAawjWdSpU6dw5coVqFQqqNVqeHp6WuS4QUFBCA0NhSiKOHjwIGpqaixyXEJI71DRRAiRVHl5ublP0aZNmzBmzBjWkSzq+PHjuHHjBhwdHaFWq+Hu7m7R4wcGBmLdunUAgJycHNy9e9eixyeE/DEqmgghkikrK8Px48fN2+79/PxYR7Ko/Px8lJeXw8nJCXFxcVZ7flxAQAA2bNgAjuNw+PBhVFVVWWUcQsivUdFECJHEtWvXUFhYCJ7nsW3bNvj6+rKOZFFHjhxBZWUlnJ2dER8fD1dXV6uON2bMGGzatAkcxyEvLw/l5eVWHY8QQkUTIUQCly9fxpkzZ6BQKBAdHY1hw4axjmRRhw4dwo8//ogBAwYgISEBLi4ukozr5+eHiIgI8DyP48ePo6ysTJJxCemvqGgihFjVhQsX8P3330OpVGL79u3vvO3eVh04cAD37t3DwIEDkZCQACcnJ0nHHzlyJLZt2wae51FYWIhr165JOj4h/QkVTYQQq/n+++9x8eJFc5+iIUOGsI5kUZmZmbh//z7c3d0RFxcHlUrFJMewYcMQHR0NhUKBM2fOoLS0lEkOQuSOiiZCiFWcOXMGly9fhoODA9RqNQYPHsw6ksUIgoC9e/eivr4eHh4eTAsmE29vb2zfvh1KpRJFRUW4cOEC0zyEyBEVTYQQizN9TKRSqRAXFwcPDw/WkSxGEATs2bMHDQ0N8PT0hFqthlKpZB0LADBkyBDs2LEDSqUSFy9exPfff886EiGyQkUTIcSiCgoKUFZWBicnJ8THx1tt2z0LgiAgLS0Njx8/xpAhQ2yqYDIZPHgw1Go1HBwccPnyZZw9e5Z1JEJkg4omQojF5OXloaKiQrJt91ISBAGpqal48uQJPvjgA+zYsQM8b5tLaM+PDK9evYrCwkLWkQiRBds84wkhdsfUZNHFxUXSbfdSEAQBycnJeP78OYYNG4aoqCibLZhM3NzcEB8fDycnJ5SVlaGgoIB1JELsnm2f9YQQu3Dw4EHcvXsXrq6u5l/UcmEwGKDVatHc3AxfX1/z9n57YHo9nJ2dUVFRgby8PNaRCLFr9nHmE0JsVlZWFv75z39i4MCBsiuYdDodtFotWlpa4Ofnh61bt9pNwWTS88qf6UHJhJB3Y19nPyHEZoiiCJ1Oh7q6Ori7uyMhIYH5tntLEkURWq0Wra2tGDt2LDZv3sw60jsz3ZTv6uqKu3fvIicnh3UkQuyS1bZ9dHR0WOvQzBiNRgDSza27u1vS8aSen06nk3Q8qecnNSnnZzAYzK+fh4cHtmzZAp1OZ/7/rEHK+ZnOPZ1Oh7Fjx+LLL7+06rhSzW3btm3Ys2cPampq8L//9//Gf/3Xf1l1PBNaW+xbf5lfb9CVJjuQk5MDQRBYxyAEwL8bO5ps27bN5rbdv4/Ozk7zvw8ZMgRffvklwzSWpVKpsHLlSgBvrqTdvn2bcSJC7IvVVjo57ZwxMVXZUs1NpVJBp9Ph4cOHOHToELZs2WLV+ylYzE/K8aSen9SkmJ8gCNi9ezdevXoF4M1rKFVbASnm197ejvT0dAAAx3GIjY212lg9SfWz+fDhQ/NHczzPY+bMmVYdz4TWFvvWX+bXG3SlyYZxHAeVSoXBgwfj0aNHSE9PpytOhBlBEJCSkoKnT5/Cx8cHKpUKHMexjmUxbW1t0Gq16OrqAs/zsro/CwAePHiAffv2QRAEKBQKODg4sI5EiN2hosnGmd7tDh06FE1NTdi9ezcVTkRyBoMBSUlJePHiBUaMGIHIyEhZFUytra1ISkpCd3c3pk+fLruCoq6uDpmZmRAEczuFFgAAIABJREFUAatXr5bVx6mESImKJjvA8zy2b98OHx8fPH36FCkpKVQ4EcmYCqaXL1/iww8/tPrHxFJraWlBUlISdDodZs6ciaVLl7KOZFG1tbXYv38/RFHEmjVrMGnSJNaRCLFb8ln5ZI7neURGRmLEiBF48eIFkpKSYDAYWMciMqfT6aDRaPDq1SuMHj0aERERsiqYXrx4geTkZOj1esyZMweLFy9mHcmiqqurkZ2dDQBYu3YtJkyYwDgRIfZNPqtfP8DzPLZs2YIPP/wQL1++pMKJWFVXVxc0Gg3a2trg7++PjRs3so5kUc+ePUNqaioMBgPmz5+Pzz77jHUki7pz5w5yc3PBcRzCwsIwbtw41pEIsXtUNNkZnucRERGB0aNH49WrV9BoNFbtjUP6J1PB1N7ejvHjx2P9+vWsI1mU6f5Ao9GIhQsXYu7cuawjWdTt27dx9OhRcByH8PBw+Pv7s45EiCxQ0WSnNm7cCH9/f7S1tVHhRCyqo6MDiYmJ6OjoQFBQEL7++mvWkSyqsbER6enpMBqNWLJkCWbNmsU6kkXdunULx44d+9UbLEKIZVDRZMfWr1+P8ePHo729Hf/4xz/Q1dXFOhKxc+3t7dBoNOjs7MTkyZMREhLCOpJFNTQ0ICMjA4IgYPny5ZgxYwbrSBZ148YNnDhxwvxR/siRI1lHIkRWqGiyc19//TUmTpz4q6sDhLyLnn2Kpk6dilWrVrGOZFH19fXmPkUrV67E1KlTWUeyqCtXruDUqVNQKBTmTSOEEMuiokkGvvrqK0yePBmdnZ3m+1AI6YtXr16Z+xR9/PHHWL58OetIFnX//n1kZWVBFEWEhIRgypQprCNZVElJCc6dOweFQoGoqCj4+PiwjkSILFHRJBOrVq3CRx99hK6uLmi1WrS1tbGOROzEy5cvkZycDJ1Oh1mzZuHzzz9nHcmiampqkJ2dDVEUERoaiqCgINaRLKq4uBjFxcVQKpXYsWMHvL29WUciRLaoaJKRL774Ah9//DG6u7uRlJRkfj4YIX/k+fPnSElJgV6vx9y5c7Fw4ULWkSzq7t275metrVu3DoGBgYwTWda5c+dQUlICBwcHxMTEwMvLi3UkQmSNiiaZ+fzzz/HJJ59Ap9MhOTkZL1++ZB2J2KinT59i165dMBgM+OyzzzB//nzWkSyqqqoKhw8fBsdxWL9+PQICAlhHsqjTp0/jypUrUKlUUKvV8PT0ZB2JENmjokmGFi1ahLlz50Kv1yMlJQUvXrxgHYnYmJ59ihYtWoQ5c+awjmRRFRUVyMvLA8dx2LhxI8aOHcs6kkWdOHEC169fh6OjI9RqNdzd3VlHIqRfoKJJpkwdjg0GA1JTU/H06VPWkYiNePToEdLT0yEIApYuXYpPPvmEdSSLunnzJgoKCsx9ikaNGsU6kkXl5+fj1q1bcHJyQlxcHNzc3FhHIqTfoKJJxubMmYNFixbBaDQiLS0NTU1NrCMRxh48eIC9e/dCEASsWLEC06dPZx3Joq5du4aTJ0+C53ls3bpVdn2Kjh49isrKSjg7OyM+Ph6urq6sIxHSr1DRJHOffPIJli5dCqPRiPT0dDx69Ih1JMJIXV0dMjMzIQgCVq9ejeDgYNaRLKq0tBRnzpwx9ykaPnw460gWdejQIdy5cwcuLi5ISEiAi4sL60iE9DtUNPUD06dPx4oVKyAIAvbu3YsHDx6wjkQkVltbi/3790MURaxZswaTJk1iHcmiLl68iKKiIigUCkRHR8uuT1F2djbu3bsHV1dX7Ny5E05OTqwjEdIvUdHUTwQHB2P16tUQBAGZmZmoq6tjHYlIpLq6GtnZ2QDedJCfMGEC40SWdf78eVy4cAFKpRIxMTEYOnQo60gWlZmZidraWri5uSE+Ph4qlYp1JEL6LSqa+pFJkybhq6++giiK2L9/P2pra1lHIlb2448/Ijc3FxzHISwsDOPHj2cdyaLOnj2LS5cuwcHBAbGxsRg8eDDrSBZjujJcX18PDw8PKpgIsQFUNPUzEydOND+1/uDBg6iurmaciFjL7du3ceTIEXAch/DwcPj7+7OOZFGFhYW4evUqVCoV4uLiMGjQINaRLEYQBGRkZKChoQGenp5Qq9VQKpWsYxHS71HR1A+NHz8eYWFhAIDc3Fz8+OOPjBPJw27oMQ8df/jPbugly1JeXo5jx46B53ls2rQJo0ePlmxsKRQUFKCsrAyOjo6Ij4+X1bZ7QRCQlpaGxsZGeHl5UcFEiA3pVdHEcZwHx3FHOI67x3FcNcdxM60djFiXv78/NmzYAI7jcOTIEdy+fZt1JLuXDT0qIfzun1VCQLZERVNZWRmOHz9u7lPk5+cnybhS+e6771BRUWHuUySnbfeCICA1NRVPnjyBt7c3YmJiwPP03pYQW9Hbs/EfAE6LojgOwCQA9JmODIwZMwabNm0Cz/M4duwYfvjhB9aR7N5k8LgAl//4Z7JEF3XLyspQWFgInucRGRkJX19fScaVSkFBAX744Qe4uLjIrk+RIAhITk7G8+fPMWzYMERHR1PBRIiNeesZyXGcO4C5APYAgCiKOlEU6UmwMuHn54eIiAjwPI8zZ86goqKCdSTyjr777jtcuHBBttvuv/vuO9TU1MDV1RXx8fGy6lNkMBiwZ88eNDc3w9fXF9u2bZNVwfTo0SMUFhayjkHeUWVlJdrb21nHsAmcKIp//gUcNxnAbgB38eYq0y0AO0VR/OWPvic4OFgsLy+3ZE6b0NHRAQCSLdbffPMNAOBvf/ub1cd6/Pgx0tLSAAAqlQocx1l9zO7ubgCAo6Oj1ccCAJ1OBwBW24G0e/2XAIDo7O8AAP/33+KsMs7b/J//VyO7189gMMBoNEo2ntQ/m6bxOI6TZIeclPMTRdF87ikUCknuz5Lb2sJSz3NPSqNHj8bGjRslGaujowMDBgy4JYri1Ld9bW/eyigBBANIEUVxCoBfAPzHb3GO46I5jrvJcdxNvV66G16JZQwbNgyDBg2CQqGQ5BcusR45vn5yuuryZ+T2S7dnwQQARqMRBoOBYSLSF6wKJlvWm5L/EYBHoihe/9d/H8HvFE2iKO7GmytSCA4O/vPLV8QmRUZGApDnlTTA+lcKT+PN8U3z6Tmref/6swuw7NinT5/G9evXoVKpEBERAXd3d7hI9Pcpt9evJznPDZBmfk+fPjVfvZ49ezb+8pe/IDMzEwaDAbNmzcL8+fOtNrbcXz8p/O7aIqP5vau3Fk2iKD7hOO4hx3EBoijWAFiANx/VEUJ6uPivnXOmAqmnSggWvxn85MmTuHnzJhwdHREbG0vb0onNaGpqwp49e2A0GrFo0SJMnjwZABATE4PU1FSUlJTAaDRi4cKFjJOS30Nryx/r7SoeD+AAx3E/AJgM4P9YLxIh8jMZPNbDwWLHy8/Px82bN83b7uXUp4jYt0ePHiE9PR1GoxFLly7FJ598Yv4zT09PxMbGQqVSmR+wTGwLrS1/rlfloyiKlQDeeoMUIf2ZCGm2vx89ehR37tyBs7Mz4uLi6JI5sRkPHjxAVlYWBEHAihUrEBwc/B9f4+HhAbVajeTkZFy7dg0GgwHLly9nkJb8Fq0tb9c/7q4kRCZyc3Nx584duLi4ICEhgRY1YjPq6uqQmZkJQRCwevXq3y2YTNzc3BAXFwcnJyfcvHkT+fn5EiYlv4fWlt6hookQO5GdnY3q6mq4urpi586dcHJyYh2JEABAbW0t9u/fD1EU8dVXX2HSpElv/R5Tvy1nZ2dUVlYiLy9PgqTk99Da0ntUNBFiB7KyslBbWws3Nzd62j2xKdXV1Th48CAA4Ouvv8bEiRN7/b09r2pUVVXh8OHD1opJ/gCtLX1DRRMhNkwQBOzbtw91dXXw8PCgRY3YlB9//BG5ubkAgLCwMIwfP77Px3BycsLOnTvh6uqKu3fvIjs729Ixye+gteXdUNFEiI0SBAEZGRn4+eef4enpSU+7Jzbl9u3bOHLkCDiOw4YNG+Dv7//Ox1KpVIiPj4ebmxtqa2uRlZVlwaTkt2hteXdUNBFigwRBQFpaGhobG+Hl5UWLGrEp5eXlOHbsGHiex6ZNmzBmzJj3PqapcPLw8EBdXR327dsHQRAskJb0RGvL+6GiiRAbIwgCdu3ahSdPnsDb2xsxMTH95jEixPaVlZXh+PHj4HkeERER8PPzs9ixlUol1Go1PD098fPPP2Pv3r1UOFkQrS3vj/62CLEhgiAgOTkZz549g4+PD6Kjo2lRIzbj6tWrKCwsBM/z2LZtG3x9fS0+hqlw8vLyMjfKpMLp/dHaYhn0N0aIjTAYDNBqtWhuboavry8iIyNpUSM249KlSzh79iwUCgWio6MxbNgwq43F8zxiYmLg7e2NpqYm7Nq1iwqn90Bri+XQ3xohNsC0qLW0tMDPzw9bt26lRY3YjOLiYpw/fx5KpRLbt2+Ht7e31cfkeR7R0dHw8fHBs2fPkJycTIXTO6C1xbLob44QxnQ6HRITE9Ha2ooxY8Zg8+bNrCMRYlZUVISSkhI4ODggJiYGQ4YMkWxsnucRGRmJESNGoLm5GVqtFgaDQbLx7R2tLZZHRRMhDHV1dUGj0eD169cICAhAeHg460iEmJ05cwalpaVQqVSIjY2Fp6en5Bl4nseWLVvg5+eHlpYWKpx6idYW66CiiRBGTItae3s7AgMDsW7dOtaRCDE7efIkrl27BkdHR6jVanh4eDDLwvM8Nm/ejDFjxqC1tRUajQY6nY5ZHltHa4v1UNFECAMdHR1ITExER0cHgoKCEBoayjoSIWYFBQW4efMmnJycEBcXBzc3N9aRAADh4eEICAhAW1sbNBoNurq6WEeyObS2WBcVTYRIrL29HRqNBp2dnZgyZQpCQkJYRyLELC8vDxUVFXB2dkZ8fDxcXV1ZR/qVdevWITAw0HweUeH0b7S2WB8VTYRIqOc75GnTpmHlypWsIxFidvjwYVRVVf3qQbq2KDQ0FEFBQb+6qtLf0doiDSqaCJHIq1evoNVqodPpMHPmTCxbtox1JELMsrOzcffuXbi6umLnzp1wcnJiHelPhYSEYMqUKejs7DTfv9Nf0doiHSqaCJFAc3MzkpKSoNfrMXv2bCxevJh1JELMsrKyUFtbCzc3N7t62v3KlSsxbdo0843PbW1trCNJjtYWaVHRRIiVPXv2DKmpqTAYDJg3bx4WLFjAOhIhAN48WmPfvn2oq6uDh4eHXRVMJsuWLcPMmTOh0+mg1Wrx6tUr1pEkQ2uL9OjRxoRYUVNTE/bs2QOj0YiFCxdi1qxZrCMRAgAQRRF79+7Fo0eP4OnpiZiYGLt92v3ixYuhUChw+fJlJCUlged5cBzHOpZV0drChn2eIf0EPTLAvlVVVSEvLw8AsGTJEsyYMYNxIsuin0/7JYoi9Ho9Hj16BC8vL1k87X7BggVQKBS4ePEiANhtAdgbjx8/xp49eyAIgizXFltmtZ8qOe5mMBqNAKSZmyAI0Ov1AID79+9b9eGYJlLOD4C5OZ1U40k5v7q6OnPBtHDhQvz1r3+1+rhSzq+iosL88ynH10/OP5vAv+fn5eWFzZs3W33bvlTzmz59OkRRRElJCQwGA2prazF8+HCrjglI+/p1dnYiLS0NgDzXFhZM8+sN+35rIVOCIGDv3r0A3rxb+uCDDxgnIn3R0NBgLpgmTJiAKVOmME5kWTdv3kRRURHrGMQCNm/ebPdXmH7r448/hoODAwAgJycHTU1NjBNZlrOzM3ieh1KplN3aYg+sdqXJVvt7vA9TlW3NuRkMBqSkpODly5cYMWIEtmzZItmiJsX8ejLdcCrVeFLM76effkJubi5EUcTq1asxadIkq431W1LM7/LlyyguLoZCoQDP8+B5Xlavn4kcfzZ7cnR0BADJGldKPb+///3vKCsrQ2FhIbKzsxEREQFfX1+rjSf1/ExFoVx/PqXWlyto8nqLYecMBgO0Wi1evnwJPz8/SQsm8v5qampw4MABiKKINWvWSFowSeHChQv4/vvvoVQqsX37dvrZJDZt2rRpWLFihfnK/YMHD1hHIjJAq56N0Ol00Gg0aG1txZgxY2R52VzOqqurkZOTAwBYu3YtJkyYwDiRZRUVFeHixYtwcHBATEwMhgwZwjoSIW8VHByMkJAQiKKIzMxM/PTTT6wjETtHv5VtQM/GbH/5y18QHh7OOhLpg6qqKuTm5oLjOISFhWHcuHGsI1nUmTNnUFpaCgcHB8TGxsLT05N1JEJ6LSgoCGvWrIEoijhw4ABqampYRyJ2jIomxkwFU3t7OwIDAxEWFsY6EumDyspK5OXlgeM4hIeHw9/fn3UkiyosLMS1a9fg6OiIuLg4eHh4sI5ESJ9NmDABa9euBfDm5vDq6mrGiYi9oqKJoZ4PmwwKCkJoaCjrSKQPbt26hfz8fPA8j4iICIwePZp1JIsqKChAWVkZnJycEBcXBzc3N9aRCHln48aNQ1hYGDiOQ25uLqqqqlhHInaIiiZG2tvbodFo0NnZiSlTpiAkJIR1JNIH169fx4kTJ8DzPLZs2YKRI0eyjmRReXl5qKiogLOzM+Lj4yXbZUWINfn7+2Pjxo3gOA55eXmorKxkHYnYGSqaGGhra4NGo0FXVxemTZuGlStXso5E+qC0tBSnT5+GQqFAZGQkRowYwTqSRR0+fBhVVVVwcXFBQkKCbLcZk/5p1KhRiIiIAM/zyM/Px61bt1hHInaEiiaJvXr1ClqtFjqdDjNmzMCyZctYRyJ9UFJSgqKiIigUCkRFRcHHx4d1JIs6ePAg7t69C1dXV8THx8PJyYl1JEIsbuTIkeaWLidOnMD169dZRyJ2goomCb18+RJJSUnQ6/WYPXs2lixZwjoS6YPi4mIUFxdDqVRix44d8Pb2Zh3JorKysvDPf/4Tbm5uVDAR2RsxYgQiIyOhUChw+vRplJaWso5E7AAVTRJ5/vw5UlJSYDAY8Omnn2LBggWsI5E+OHfuHEpKSsx9iry8vFhHshhBELBv3z7U1dXB3d0d8fHx5o7YhMiZj48PoqKioFAoUFRUhJKSEtaRiI2jokkCT58+xa5du2AwGLBgwQLMmzePdSTSB6dOncKVK1egUqmgVqtl1afI1C35559/hqenJ+Li4mT9dHhCfsvb2xs7duyAUqlEcXExzp8/zzoSsWFUNFnZ48ePsXv3bhiNRixZsgSzZ89mHYn0wfHjx3Hjxg04OjpCrVbD3d2ddSSLEQQB6enpePToEby8vKBWq6lgIv2Sl5cXYmJi4ODggEuXLuHcuXOsIxEbRUWTFT18+BB79uyBIAhYtmwZZsyYwToS6YP8/HyUl5fLsk+RIAjYvXs3mpqaMHToUMTExNBje0i/5unpCbVaDZVKhStXruDUqVOsIxEbRKuklTx48AB79+6FIAhYsWIFpk2bxjoS6YOjR4+isrJSln2KBEFASkoKnj59Ch8fH3r4LiH/4u7uDrVaDUdHR9y4cQPHjx9nHYnYGFopreCnn35CZmYmRFHE6tWrERwczDoS6YNDhw7hzp07GDBggOz6FBkMBiQlJeHFixfm3UNUMBHyb25uboiLi4OTkxPKy8uRn5/POhKxIbRaWlhNTQ0OHDgAURSxZs0aTJo0iXUk0gcHDhzAvXv3MHDgQCQkJMhq273BYIBWq8XLly/x4YcfmvvUEEJ+zdSnzNnZGZWVlTh69CjrSMRG0IppQdXV1cjJyQEArF27FhMmTGCciPRFZmYm7t+/D3d3d8TFxclq271Op4NGo0FraytGjx5t7ohMCPl9po74AwYMwJ07d3Do0CHWkYgNoFXTQqqqqpCbmwuO4xAWFoZx48axjkR6ybTtvr6+Hh4eHrIrmLq6uqDRaNDW1oa//OUv2LhxI+tIhNgFJycnJCQkYODAgbh37x4OHDjAOhJhjIomC6isrEReXh44jkN4eDj8/f1ZRyK9JAgCMjIy0NDQYN49I6dt96aCqb29HYGBgQgLC2MdiRC7olKpzLtn79+/j8zMTNaRCENUNL2nW7duIT8/HzzPIyIiAqNHj2YdifSSIAhIS0tDY2MjhgwZIruCqaOjA4mJiejo6EBQUBBCQ0NZRyLELqlUKsTHx8PDwwP19fXmndGk/6Gi6T1cv34dJ06cAM/z2LJlC0aOHMk6EuklQRCQmpqKJ0+e4IMPPsCOHTtkdY9Pe3s7NBoNOjs7MXnyZISEhLCORIhdUyqV5icCNDQ0ICMjgwqnfuitvyU4jgvgOK6yxz9tHMf9LynC2bLS0lKcPn0aCoUCkZGRGDFiBOtIpJcEQUBycjKeP3+OYcOGISoqSlYFU1tbG7RaLbq6ujB16lSsWrWKdSRCZMFUOA0ZMgSNjY1IS0ujwqmfeetvClEUa0RRnCyK4mQAHwHoAPCd1ZPZsJKSEhQVFUGhUCAqKgo+Pj6sI5FeMm27b25uhq+vL7Zt2yargqm1tRVarRbd3d2YMWMGli9fzjoSIbLC8zx27NiBDz74AE+ePEFqaioVTv1IX39bLADwkyiKP1sjjD24fPkyiouLoVQqsWPHDnh7e7OORHrJYDAgPT0dLS0t8PPzw9atW2VVMLW0tCAjIwN6vR6zZs3CkiVLWEeyqLa2NtYRCAHwpnCKiorCsGHD8Pz5c+zZswc6nY51LCIBThTF3n8xx2UAKBdFUftnXxccHCyWl5e/b7a3ysrKQl1dndXH+T0qlQocxzEZ21pMJ71U2+27u7sBAI6OjlYfSxAE6PV6AADHcbJqKQD8en4KhUKSG9qlfP30ej0EQYCDgwP+/ve/W328b775BgDwt7/9zepjAW9u2gcgWfd5uc9PKqZ2JY8ePQIgzbkASHvu9RxPSqNHj5asPUpHRwcGDBhwSxTFqW/72l6/zeY4TgVgJYDDf/Dn0RzH3eQ47qZp8ZYrORZMctfzipLcCqbfktMOQAAwGo3mjz/0ej2Ki4sZJyLkDZ1Oh5aWFtYxiIT6srouxZurTE9/7w9FUdwNYDfw5kqTBbK9ldRN+uT6bsmE3u3aNzm+fhUVFSgoKADHcVi6dCnOnj2LkpISGAwGLFq0yGrjEvI2HR0dSEpKQkdHB8aNG4cVK1bI6tzrSe5rZ1/0pWgKA3DQWkEIIaSnsrIyFBYWgud5bN68GV5eXvD19cXevXtx5coVGAwGLF26lHVM0g+1t7cjKSkJXV1dmDRpEhYvXsw6EpFIrz6e4zhuAIBFAPKsG4cQQoBr166ZC6atW7eae6C5ublBrVbD0dERN27cwIkTJxgnJf1Nz5YewcHBWL16NetIREK9KppEUfxFFMXBoii2WjsQIaR/Ky0txZkzZ8w90IYPH/6rP3dzc0NcXBycnJzMHfkJkUJrayuSkpLQ3d2N6dOnY8WKFawjEYnJZ781IcTuXbx40dwDLTo6+g97oLm6uiI+Ph7Ozs6orKzE0aNHJU5K+puWlhYkJSVBp9Nh5syZ9NFwP0VFEyHEJpw/fx4XLlyAUqlETEwMhg4d+qdf7+LigoSEBAwYMAB37tzBoUOHJEpK+psXL14gOTkZer0ec+bMoXuY+jEqmgghzJ09exaXLl2Cg4MD1Go1Bg8e3Kvvc3JyQkJCAlxdXXHv3j1kZ2dbOSnpb549e4bU1FQYDAbMnz8fn332GetIhCEqmgghTBUWFuLq1atQqVSIi4uDh4dHn77f9AR6Nzc31NbWIjMz00pJSX/T1NSE3bt3w2g0YuHChZg7dy7rSIQxKpoIIcwUFBSgrKwMjo6O5sLnXZgKJw8PD9TX12Pv3r30PDDyXhobG5Geng6j0YglS5Zg1qxZrCMRG0BFEyGEie+++w4VFRVwdnY2f8T2PkxPoPf09ERDQwMyMjKocCLvpOfPz/LlyzFjxgzWkYiNoKKJECK5w4cP44cffjDfzG2pTsOmwsnLywuNjY1IS0ujwon0SX19Pfbt2wdBELBy5UpMnfrWx5GRfoSKJkKIpHJycnD37l1z2wAnJyeLHp/necTExMDb2xtPnjxBamoqFU6kV+7fv4+srCyIooiQkBBMmTKFdSRiY6hoIoRIZv/+/aipqcHAgQOtUjCZ8DyP6OhoDBs2DM+fP0dycjIVTuRP1dTUIDs7G6IoIjQ0FEFBQawjERtERRMhRBLffvstfvrpJ7i7uyMhIQEqlcqq4/E8j23btsHX1xfNzc3QarUwGAxWHZPYp7t37yInJwcAsG7dOgQGBjJORGwVFU2EEKsSBAEZGRl48OABBg0ahLi4OCiVfXlW+LszPbvOz88PLS0tVDiR/1BVVYXDhw+D4zisX78eAQEBrCMRG0ZFEyHEagRBQHp6Oh4+fIjBgwdLWjD1tHnzZowZMwatra1ITEyETqeTPAOxPRUVFcjLywPHcdi4cSPGjh3LOhKxcVQ0EUKsQhAE7N69G01NTRg6dChiY2PB8+yWnPDwcAQEBOD169fQaDTo6upiloWwd/PmTRQUFIDneURERGDUqFGsIxE7QEUTIcTiBEFASkoKnj59ig8++ADbt29nWjCZrFu3DhMmTEB7ezs0Gg06OjpYRyIMXLt2DSdPnjR/fDty5EjWkYidYL+KEUJkxWAwICkpCS9evMDw4cMRFRVlEwWTyZo1a/DXv/4VHR0d0Gq1VDj1M6WlpThz5gwUCgUiIyMxfPhw1pGIHbGdlYwQYvdMBdPLly/x4YcfYuvWrTZVMJl8+eWXmDJlCjo7O5GYmIj29nbWkYgESkpKUFRUBIVCgejoaPj4+LCOROyM7a1mhBC7pNPpoNFo8OrVK4wePRoRERE2WTCZrFy5EtOmTUN3dzc0Gg3a2tpYRyJWdP78eRQXF0OpVCImJgZDhw5lHYnYIdtd0QghdsNUMLW1tcHf3x8bN25kHalXli1bhpkzZ0Kn00Gr1aKlpYV1JGIFZ8+exaVLl+Dg4IDY2FgMHjyYdSRip6hoIoS8l66uLvzjH/9Ae3s7xo9SbKabAAAY40lEQVQfj/Xr17OO1CeLFy/GnDlzoNfrkZycjObmZtaRiAUVFhbi6tWrUKlUUKvVGDRoEOtIxI5J3zCFECIboigiMTERnZ2dmDhxIr766ivWkd7JZ599BoVCgQsXLiAlJQUKhQIcx7GORd5TQUEBKioq4OjoiNjYWLi5ubGOROwcFU2EkHciiqK5SeTkyZOxatUqxonez6effgqlUomioiIYjUY4ODiwjkTew3fffYcffvgBTk5OUKvVcHV1ZR2JyIDViiY5buM1Go0A5Dk3QPr56fV6iKKI9vZ2SW4YptfPctrb280F06RJk7Bo0SKrjyvF/KZMmQJBEHD+/Hno9Xr89NNPkuywkvpn02AwwGg04uXLl1Z7aHJPUs8vMTER3d3dcHZ2xrZt28DzvFXHlnp+pnNPqvH6y9rZG3RPE2GG4ziIoohvv/2WnkBvZ3755Rfzvy9evJhhEsv76KOPzP/e2trKMIl1XL161fxLoufrKCemoiIyMhLOzs6M0xA5sdqVJhcXF2sdmhlTlS3HuQHSz+/vf/870tPT0dTUhH379ln9MRv0+lnOqFGj4OjoKNl4gLTzM80tODjY6mMB0s2tuLgYly9fhlKpRHR0NIYMGWLV8UykPvdUKhUAwNPTU5LxWM1PjuceC325gkZXmggzPM8jMjISvr6+aG5upifQE2JF586dQ0lJCRwcHBATEyNZwUSInFDRRJgyPfvJz88PLS0tVDgRYgWnT5/GlStXoFKpEBsbK9kVGELkhoomYhM2b96MMWPGoLW1FYmJieZ7Eggh7+fkyZO4fv06HB0doVar4eHhwToSIXaLiiZiM8LDwxEQEIDXr19Do9Ggq6uLdSRC7Fp+fj5u3rwJJycnxMXFUZ8iQt4TFU3Epqxbtw6BgYFob2+HRqOR7RZXQqzt6NGjqKyshLOzM+Lj46lPESEWQEUTsTmhoaEICgpCR0cHtFotFU6E9FFubi7u3LkDFxcXJCQkyHbXEyFSo6KJ2KSQkBBMmTIFnZ2d0Gg0aG9vZx2JELuQnZ2N6upquLq6YufOnZI0rySkv6CiidislStXYtq0aejq6oJGo0FbWxvrSITYtKysLNTW1sLNzQ3x8fHmfj6EEMugoonYtGXLlmHmzJnQ6XTQarVoaWlhHYkQmyMIAvbt24e6ujp4eHhQwUSIlVDRRGze4sWLMXv2bOj1eiQnJ6O5uZl1JEJshiAIyMjIwM8//wxPT0+o1WoolfQsdkKsgYomYhcWLFiAefPmwWAwIDU1Fc+ePWMdiRDmBEFAWloaGhsb4eXlRQUTIVZGRROxG59++ikWLlwIg8GA3bt3o6mpiXUkQpgRBAG7du3CkydP4O3tjZiYGKs+u5EQQkUTsTOzZs3CkiVLYDQakZ6ejsePH7OORIjkBEFAcnIynj17Bh8fH0RHR1PBRIgE6CwjdmfGjBlYtmwZBEHAnj170NDQwDoSIZIxGAzQarVobm6Gr68vIiMjqWAiRCJ0phG7NG3aNKxYscK8a+jBgwesIxFidaaCqaWlBX5+fti6dSsVTIRIiO4YJHYrODgYDg4OyMvLQ2ZmJjZs2IAxY8ZIMvZu6JENvUWOtR4OiIaDRY5F5MvUduP169cYM2YMwsPDWUcipN+htyjErgUFBSE0NBSiKOLAgQOoqamRZNxs6FEJ4b2PUwnBYsUXkS9Tg9fXr18jICCACiZCGKErTcTuBQYGYu3atcjNzUVOTg5CQ0MRGBho9XEng8cFvN8zveaBnqtH/pypYOro6EBgYCBCQ0NZRyKk36IrTUQWxo0bh7CwMHAch8OHD6Oqqop1JELeW0dHBxITE9HR0WG+qkoIYYeKJiIb/v7+2LhxIziOQ15eHiorK1lHIuSdtbe3Q6PRoLOzE1OmTEFISAjrSIT0e1Q0EVkZNWoUIiIiwPM88vPzcfPmTdaRCOmztrY2aDQadHV1Ydq0aVi5ciXrSIQQUNFEZGjkyJHYsmULeJ7HyZMncf36ddaRCOm1V69eQavVQqfTYebMmVi2bBnrSISQf+lV0cRx3P/FcdyPHMfd4TjuIMdxTtYORsj7GDFiBCIjI6FQKHD69GmUlpayjkTIWzU3NyMpKQl6vR6zZ8/G4sWLWUcihPTw1qKJ47jhABIATBVFcSIABYB11g5GyPvy8fFBVFQUFAoFioqKcPXqVdaRCPlDz58/R2pqKgwGA+bNm4cFCxawjkQI+Y3ethxQAnDmOE4PwAUAPfCL2AVvb2/s2LEDu3btwuXLl1FaWgqVSvXex21Y/yUA4Jvs72ziOMCb5ocALDK/3uju7gYAfPPNN1YfSxAE6PVv+lk5OjpafTwp5wa86fRtNBoBAAsXLsSsWbMkGZcQ0jdvvdIkimIjgP8PQAOAJgCtoiie/e3XcRwXzXHcTY7jbpoWN0JsgZeXFwICAgAAoigyTkP6ShRF9FxT5PgamgomlUqFadOmMU5DCPkjb73SxHHcIACrAIwC8ArAYY7jwkVR3N/z60RR3A1gNwAEBwfLb1UjduvYsWP48ccfoVKpEBYWBj+//7+9uw+uqr7zOP7+JgFDwkNWBCpSFlosFnCgSEFkYcqDKCKFYXQKulBUQJwk2N2Z7rj7T2f/2ZlOd3Z2bMIyyDNLg/LQERwKiIuw2IKpAYfnFQ2LIBhxKRiyJCH3u3/kJoM7tp6Uc+8v9/J5zTAkcHPP58sluZ97zu+c2++W73NH8qKUL730Uru4H2i+pg9AQcGtXXAzqpa9MHFk/2Nqa2spLy8HoGfPntTU1NDU1MSCBQvo1atXyrabjtluVldXR0VFBefOnePll1+mpKSE/HwtHRVpb6IsBJ8EVLv7Z+7eCGwBHkptLJF4bNq0iffff5+CggIWLlxIz549Q0eSiK5evUpZWRnXr19n+PDh/PjHP2b8+PE0NTWxbNkyPvkku1YJzJ49m8GDB3Pt2rXWK4CLSPsSpTSdBR40swIzM2AicCK1sURu3auvvsqxY8coLCyktLSUTp06hY4kEV25coXy8nLq6+sZOXIk06ZNA2DEiBE89thjJBIJVqxYwccffxw4abyeeOIJhg4dSl1dHb/85S+pra0NHUlEbhJlTdNBYBNQBRxJfs2yFOcSuSXr16/n5MmTdOnShcWLF+tQRwa5fPky5eXlNDQ08NBDDzFlypQv/f33v/99pk2bRiKRYNWqVZw5cyZM0BSZMWMGw4cP5/r165SVlXH16tXQkUQkKdJ1mtz9Z+5+n7sPcfc57l6f6mAif641a9Zw+vRpunXrRklJSdrOJpNbd+nSJZYsWUJjYyNjx47l4Ycf/srbDR8+nBkzZuDurF27lg8//DDNSVNr2rRpjBw5kvr6esrLy7ly5UroSCKCrgguWSSRSLBy5UrOnDlDUVGRClOG+fTTT1uvUzR+/HgmTJjwJ28/dOhQnnjiCdyd9evXc+rUqTQlTY8pU6YwevRoGhoaKC8v5/Lly6Ejidz2VJokK9y8xqV79+4UFxeTlxf1MmQS2oULF3jllVdoampi0qRJjBs3LtLXDR48mB/96EcAbNiwgRMnsmu55eTJkxk7diyNjY0sWbKES5cuhY4kclvTs4pkvEQiwSuvvMLFixfp0aMHixYtIicnta8H9pIA4Afc2hlOh0kw7DZ/7XL+/HlWrlxJIpHg0UcfZdSoUW36+vvuu4/Zs2dTUVHBa6+9xsyZM7n//vtTlDb9JkyYQF5eHnv27GHp0qU6C1QkoNv7p7VkvEQiwdKlS7l48SLf+MY30lKY4jSMHJ6iQ+gYwZw9e7a1MD3++ONtLkwt7r33XubMmYOZsWXLFg4fPhxz0rDGjRvHpEmTWi+3cOHChdCRRG5L2tMkGSuRSLBkyRI+//xzevfuzXPPPZe2wuR0Tst2sll1dTXr1q3D3Zk+fTrDhg27pfvr378/8+bNY82aNbz++us0NTXxwAMPxJQ2vDFjxpCXl8eOHTtYvnw5zz77LPfcc0/oWCK3lcx5SS5ykxs3blBWVsbnn39O375901qY5NZ98MEHrYVp5syZt1yYWvTt25dnnnmGnJwc3njjDQ4ePBjL/bYXo0aNYurUqa0nPZw9ezZ0JJHbip5lJOM0NDRQVlbG5cuX6d+/f+uTpGSGU6dOUVFRgbvz5JNPxr7+qE+fPsyfP5/c3Fx27NjBO++8E+v9hzZixAimT59OIpFg9erVVFdXh44kctvQM41klJbCdOXKFQYMGMDcuXNDR5I2OH78OBs2bABg1qxZDBo0KCXbufvuu1mwYAG5ubns3r2bffv2pWQ7oQwbNoyZM2fi7qxbt44PPvggdCSR24JKk2SM69ev8/LLL/PFF18wcOBAnn766dCRpA2OHDnCxo0bMTOefvppBg4cmNLt9erVi0WLFrWeebZnz56Ubi/d7r//fp588kncnYqKiqy7TpVIe6TSJBmh5b24rl27xuDBg5k1a1boSNIGVVVVbNmyBTNj7ty5fPvb307Ldu+66y5eeOEFOnTowL59+3jzzTfTst10GTRoUOv3woYNGzh+/HjgRCLZTaVJ2r3a2trWd31vuQq0ZI7Kykq2bdtGTk4O8+bNo1+/fmnd/p133klxcTEdO3bkt7/9Lb/5zW/Suv1UGzhwIE899RRmxsaNGzly5EjoSCJZS6VJ2rWrV69SVlbG9evXW99vTDLHgQMH2L59Ozk5OTz33HP07ds3SI5u3bpRXFzMHXfcwbvvvsu2bduC5EiVlvV9LdepqqqqCh1JJCupNEm7deXKFcrLy6mvr2fkyJFMmzYtdCRpg3feeYedO3eSm5vLwoUL6d27d9A8Xbt2paSkhPz8fKqqqnj99deD5olbv379mDdvHjk5OWzbto3KysrQkUSyjkqTtEuXL1+mvLychoYGRo8ezZQpU0JHkjZ4++232b17N3l5eTz//PP06tUrdCQAOnfuTGlpKZ06deLw4cNs3rw5dKRY3XzNsu3bt3PgwIHQkUSyikqTtDuXLl1iyZIlNDY2MnbsWCZPnhw6krTBW2+9xd69e8nLy2PRokX06NEjdKQvKSgoYPHixRQWFnL06FFeffXV0JFi1bt3bxYuXEhubi47d+7MuutUiYSk0iTtSk1NDUuXLuXGjRuMHz+eCRMmhI4kbbBz5072799Phw4dKC4upnv37qEjfaX8/HwWL15Mly5dOHnyJOvXrw8dKVa9evVqLU67d+/m7bffDh1JJCuoNEm7ceHCBZYtW0ZTUxOTJk1i3LhxoSNJG7QcDurYsSMlJSUUFRWFjvQnteTs2rUrp0+fZu3ataEjxapnz5688MIL5OXlsXfvXt56663QkUQynkqTtAvnz59n+fLlNDU18cgjjzBmzJjQkaQNtm7dSmVlJfn5+ZSWltK1a9fQkSLp2LEjpaWlFBUVUV1dzapVq0gkEqFjxaZ79+4UFxfToUMH9u/fz65du0JHEsloKk0S3NmzZ1m5ciWJRIKpU6fy4IMPho4kbbBlyxYOHTpEp06dKC0tpXPnzqEjtUleXh7FxcXceeedrf8Xs0lRURElJSV07NiR3/3ud2zfvj10JJGMpdIkQVVXV7N69WoSiQTTp09nxIgRoSNJGzQ2NnLkyJHWxdUFBQWhI/1ZWopTjx49OH/+PA0NDaEjxapr166UlpZyxx13UFlZydatW0NHEslIeam647q6ulTddTBNTU1Ads4G6Z/vF7/4RevHU6dO5Tvf+U5Kt63HL1719fUAFBYW8uyzz5JIJDL+8Zs7dy7r1q2jpqaG+vp6amtryclJ/WvLdMyWk5PD/PnzWbFiBYcOHeLQoUP89Kc/Tdn2bhbq/2a6tqf5MlvLfFFoT5MEN3369JS9272kxkcffdT68fz588nPzw+YJj45OTnMmTOn9fODBw8GTBO/goICFixY0Pr5J598EjCNSOZJ2Z6mTN1N/6e0tOxsnA3CzTds2LC0bEePX3yGDBnSemHIdJ0lF+LxmzhxYlq2k87Zbt7GgAEDUr49CPe9l67tab7M1pY9aNrTJCIiIhKBSpOIiIhIBCpNIiIiIhGoNImIiIhEoNIkIiIiEoFKk4iIiEgEKk0iIiIiEag0iYiIiESg0iQiIiISgUqTiIiISAQqTSIiIiIRqDSJiIiIRKDSJCIiIhKBSpOIiIhIBCpNIiIiIhGoNImIiIhEoNIkIiIiEoFKk4iIiEgEKk0iIiIiEag0iYiIiESg0iQiIiISgUqTiIiISASRSpOZvWhmR83smJn9JNWhRERERNqbry1NZjYEWACMBIYCj5vZgFQHExEREWlPouxp+i5w0N3r3P0GsBeYmdpYIiIiIu1LlNJ0FBhrZt3NrAB4DPhmamOJiIiItC95X3cDdz9hZj8HdgHXgMNA0/+/nZktBBYCDBkyJOaYko2+9a1vhY4gtyCbH79sng00X6bL9vnaM3P3tn2B2T8B59x9yR+7zfDhw72qqupWs7U7dXV1ABQUFAROkhqaL7NpvsyVzbOB5st0t8N8hYWF77n7iK+77dfuaQIws57uXmNmfWlez/TgrYYUERERySSRShOw2cy6A41Asbv/IYWZRERERNqdSKXJ3cemOoiIiIhIe6YrgouIiIhEoNIkIiIiEoFKk4iIiEgEKk0iIiIiEag0iYiIiESg0iQiIiISgUqTiIiISAQqTSIiIiIRqDSJiIiIRKDSJCIiIhKBSpOIiIhIBCpNIiIiIhGoNImIiIhEoNIkIiIiEoFKk4iIiEgEKk0iIiIiEag0iYiIiESg0iQiIiISgUqTiIiISAQqTSIiIiIRqDSJiIiIRJCXqjuuq6tL1V0H09TUBGTnbKD5Mp3my1zZPBtovkx3u8wXhbl77AHM7DPgv2O/4692F3ApTdsKQfNlNs2XubJ5NtB8mU7zxesv3b3H190oJaUpnczs9+4+InSOVNF8mU3zZa5sng00X6bTfGFoTZOIiIhIBCpNIiIiIhFkQ2laFjpAimm+zKb5Mlc2zwaaL9NpvgAyfk2TiIiISDpkw54mERERkZTL6NJkZo+a2SkzO21mL4XOEyczW2lmNWZ2NHSWVDCzb5rZHjM7bmbHzOzF0JniYmb5Zvaumb2fnO0fQ2dKBTPLNbNDZvZG6CxxM7MzZnbEzA6b2e9D54mbmRWZ2SYzO2lmJ8xsdOhMcTGzgcnHreXXVTP7SehccTGzv0n+XDlqZhVmlh86U5zM7MXkbMfa4+OWsYfnzCwX+C/gYeAcUAnMdvfjQYPFxMzGAbXAWncfEjpP3MzsbuBud68ysy7Ae8CMbHj8zMyAQnevNbMOwH7gRXc/EDharMzsb4ERQFd3fzx0njiZ2RlghLtn5XVwzGwN8J/uvtzMOgIF7v6H0LnilnyeOA+Mcvd0XTswZczsHpp/ngxy9/81s9eA7e6+OmyyeJjZEGADMBJoAHYAi9z9dNBgN8nkPU0jgdPu/pG7N9D8Dz09cKbYuPs+4H9C50gVd7/g7lXJj78ATgD3hE0VD29Wm/y0Q/JXZr46+SPMrA8wFVgeOou0jZl1A8YBKwDcvSEbC1PSRODDbChMN8kDOplZHlAAfBI4T5y+Cxx09zp3vwHsBWYGzvQlmVya7gE+vunzc2TJk+7txsz6Ad8DDoZNEp/koavDQA3wprtnzWxJ/wr8HZAIHSRFHNhlZu+Z2cLQYWLWH/gMWJU8vLrczApDh0qRWUBF6BBxcffzwD8DZ4ELwBV33xU2VayOAmPNrLuZFQCPAd8MnOlLMrk0SRYws87AZuAn7n41dJ64uHuTuw8D+gAjk7uds4KZPQ7UuPt7obOk0F+5+3BgClCcPFyeLfKA4cC/ufv3gGtAVq0JBUgedvwhsDF0lriY2V/QfESlP9AbKDSzvw6bKj7ufgL4ObCL5kNzh4HobwyXBplcms7z5QbaJ/lnkiGS6302A+vdfUvoPKmQPOyxB3g0dJYYjQF+mFz3swGYYGb/HjZSvJKv6HH3GuDXNC8HyBbngHM37f3cRHOJyjZTgCp3/zR0kBhNAqrd/TN3bwS2AA8FzhQrd1/h7g+4+zjgMs1rl9uNTC5NlcC9ZtY/+YpiFrA1cCaJKLlYegVwwt3/JXSeOJlZDzMrSn7cieaTFU6GTRUfd/97d+/j7v1o/r77D3fPmle7ZlaYPDmB5GGryTQfNsgK7n4R+NjMBib/aCKQ8SdgfIXZZNGhuaSzwINmVpD8GTqR5vWgWcPMeiZ/70vzeqZfhU30ZXmhA/y53P2GmZUAO4FcYKW7HwscKzZmVgH8ALjLzM4BP3P3FWFTxWoMMAc4klz7A/AP7r49YKa43A2sSZ65kwO85u5Zd1p+FusF/Lr5OYk84FfuviNspNiVAuuTLzg/Ap4JnCdWybL7MPB86CxxcveDZrYJqAJuAIdop1fOvgWbzaw70AgUt7eTFDL2kgMiIiIi6ZTJh+dERERE0kalSURERCQClSYRERGRCFSaRERERCJQaRIRERGJQKVJREREJAKVJhEREZEIVJpEREREIvg/0icGpgs+yhwAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10,10))\n",
    "oRT.renderEnv(curves=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Curved and straight overlaid (for checking!)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10,10))\n",
    "oRT.renderEnv(curves=False)\n",
    "oRT.renderEnv(curves=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Tree Search using transitions \n",
    "## show depth on rails"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(1, 2) 3\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "oFig = plt.figure(figsize=(10,10))\n",
    "oRT.renderEnv()\n",
    "lVisits = oRT.getTreeFromRail(oEnv.agents_position[0], oEnv.agents_direction[0], nDepth=17)\n",
    "oRT.plotTreeOnRail(lVisits)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Plot Tree / graph without rails\n",
    "x=distance, y=depth"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(1, 2) 3\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(8,8))\n",
    "xyTarg = oRT.env.agents_target[0]\n",
    "lVisits = oRT.getTreeFromRail(oEnv.agents_position[0], oEnv.agents_direction[0], nDepth=17)\n",
    "visitDest = oRT.plotTree(lVisits, xyTarg)\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Plot the path from agent to destination on the rails"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "oFig = plt.figure(figsize=(10,10))\n",
    "oRT.renderEnv()\n",
    "oRT.plotPath(visitDest)\n",
    "\n",
    "rcPos = oEnv.agents_position[0]\n",
    "iDir = oEnv.agents_direction[0]\n",
    "oRT.plotAgent(rcPos, iDir)"
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Double / Directional rails with arrows"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x1440 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "oFig = plt.figure(figsize=(20,20))\n",
    "oRT.renderEnv(spacing=0.1, arrows=True, agents=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Shallow Trees for 2 agents"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(1, 2) 3\n",
      "(6, 3) 1\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "oFig = plt.figure(figsize=(10,10))\n",
    "oRT.renderEnv()\n",
    "for iAgent, color in zip([0, 1], list(\"rb\")):\n",
    "    rcPos = oEnv.agents_position[iAgent]\n",
    "    iDir = oEnv.agents_direction[iAgent]\n",
    "    lVisits = oRT.getTreeFromRail(rcPos, iDir, nDepth=5)\n",
    "    oRT.plotTreeOnRail(lVisits, color=color)\n",
    "    "
  "hide_input": false,
  "kernelspec": {
   "display_name": "ve367",
   "language": "python",
   "name": "ve367"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.7"
  },
  "latex_envs": {
   "LaTeX_envs_menu_present": true,
   "autoclose": false,
   "autocomplete": true,
   "bibliofile": "biblio.bib",
   "cite_by": "apalike",
   "current_citInitial": 1,
   "eqLabelWithNumbers": true,
   "eqNumInitial": 1,
   "hotkeys": {
    "equation": "Ctrl-E",
    "itemize": "Ctrl-I"
   },
   "labels_anchors": false,
   "latex_user_defs": false,
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