{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Etape 8 : Importer les données numériques d’un tableur scientifique dans un programme python\n",
    "\n",
    "**Notions abordées**\n",
    "\n",
    "- Import de données numériques à partir d’un tableur\n",
    "\n",
    "**Référence pyspc**\n",
    "\n",
    "- [Import de données numériques](https://pyspc.readthedocs.io/fr/latest/05-bases/09-fichiers-csv.html)\n",
    "\n",
    "**Consigne** : \n",
    "\n",
    "Télécharger, faire une copie du notebook « Importer les données numériques d’un tableur scientifique dans un programme python » puis répondre aux questions posées dans le notebook. Enfin effectuer la mise en situation présentée dans la dernière cellule.\n",
    "\n",
    "-----------"
   ]
  },
  {
   "cell_type": "raw",
   "metadata": {
    "raw_mimetype": "text/restructuredtext"
   },
   "source": [
    ":download:`Télécharger le pdf <./mvt_parabolique_import_donnees.pdf>` |\n",
    ":download:`Télécharger le notebook <./mvt_parabolique_import_donnees-download.ipynb>` |\n",
    ":download:`Télécharger le csv <./parabole.csv>` |\n",
    ":download:`Lancer le notebook sur binder (lent) <https://mybinder.org/v2/gl/pyspc%2Fpyspc-formation/master?filepath=08_mvt_parabolique%2Fmvt_parabolique_import_donnees.ipynb>`"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Le programme présenté ci-dessous est adapté à des fichiers .csv (type tableur) obtenus lors de pointages vidéo. Il devra évidemment être adapté pour des fichiers obtenus lors d'autres expériences."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "1.\tEnregistrer ou exporter le fichier contenant votre tableau de données sous format .csv (ou .txt pour Avistep) dans le dossier contenant votre notebook (fichier .ipynb) ou votre programme python (fichier.py). Attention, pour l'utilisation avec l'ENT Nero version 2018, petite subtilité à la fin.\n",
    "\n",
    "    -\tDans Regressi, enregistrer le fichier sous le format (type) OpenOffice, CSV (choisir « Vrai CSV » dans la fenêtre qui s’affiche alors).\n",
    "    -\tDans Loggerpro, exporter le fichier comme CSV…\n",
    "    -\tDans Aviméca, exporter les données dans Regressi puis vous reporter à la ligne ci-dessus.\n",
    "    -\tDans Avistep, exporter/enregistrer le fichier sous le format .txt\n",
    "    -\tDans Excel, enregistrer votre fichier sour le format CSV (séparateur:point-virgule). \n",
    "    -\tDans OpenCalc, enregistrer votre fichier sour le format CSV (texte CSV ; séparateur:point-virgule, **jeu de caractères : Unicode utf-8**)\n",
    "    \n",
    "    \n",
    "Attention : les logiciels de pointage retournent des tableaux de colonnes avec des entêtes (une à deux lignes) qu'il faudra par la suite retranscrire sous forme de listes (une liste par colonne) sans tenir compte des entêtes."
   ]
  },
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    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Voici une capture d'écran du fichier parabole.csv obtenu à l'aide de Regavi/Regressi ouvert sous Excel\n",
    "![Capture%20fichier%20excel.JPG](attachment:Capture%20fichier%20excel.JPG)"
   ]
  },
  {
   "attachments": {
    "Capture%20fichier%20jupyter.JPG": {
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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Le même fichier ouvert sous Jupiter Notebook\n",
    "\n",
    "![Capture%20fichier%20jupyter.JPG](attachment:Capture%20fichier%20jupyter.JPG)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "2. Les cellules suivantes contiennent les lignes de code qui vous permettront d'afficher votre tableau de données sous forme de listes (une liste par colonne de votre tableau csv)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Chargement de la bibliothèque csv afin de \n",
    "# pouvoir lire par la suite le fichier csv\n",
    "\n",
    "import csv\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Ceci est une fonction (nommée charge_fichier_csv) \n",
    "# qui sera appelée si besoin est, par le programme principal \n",
    "# situé dans une autre cellule, plus loin\n",
    "\n",
    "# Cette fonction aura pour arguments un fichier qui lui est \n",
    "# fourni par le programme principal (paramètre écrit entre \n",
    "# parenthèses et nommé ici cheminfichier), le délimiteur \n",
    "# de cellules et le nombre de lignes d'en-tête N. Il renvoie un \n",
    "# résultat au programme principal grâce à l'instruction return \n",
    "# (ici un tableau de valeurs nommé tab)\n",
    "\n",
    "def charge_fichier_csv(cheminfichier, delimiter=\";\",N=0):\n",
    "    with open(cheminfichier, 'r', encoding='utf-8') as f :\n",
    "        rfichier = csv.reader(f, delimiter=delimiter)\n",
    "        tab=[]\n",
    "        index_row=0\n",
    "        for row in rfichier:            \n",
    "            if index_row < N:\n",
    "                index_row = index_row+1\n",
    "            else : \n",
    "                for i in range (len(row)): \n",
    "                    if len(tab) <= i:\n",
    "                        X = []       \n",
    "                        tab.append(X) \n",
    "                    try:\n",
    "                        tab[i].append(float(row[i].replace(\",\",'.')))    \n",
    "                    except ValueError:\n",
    "                        print('erreur:contenu de cellule non numérique')\n",
    "                        continue\n",
    "            \n",
    "    return tab"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0.0, 0.04, 0.08, 0.12, 0.16, 0.2, 0.24, 0.28, 0.32, 0.36, 0.4, 0.44, 0.48, 0.52, 0.56, 0.6, 0.64, 0.68, 0.72]\n",
      "[-0.002808944, 0.064605722, 0.140447222, 0.213479777, 0.286512333, 0.362353832, 0.435386388, 0.514036832, 0.584260443, 0.662910887, 0.738752387, 0.814593887, 0.890435386, 0.966276886, 1.039309442, 1.115150941, 1.190992441, 1.269642885, 1.339866496]\n",
      "[0.0, 0.143256166, 0.266849722, 0.376398555, 0.471902665, 0.553362054, 0.617967776, 0.665719832, 0.693809276, 0.713471887, 0.713471887, 0.69661822, 0.660101943, 0.617967776, 0.553362054, 0.469093721, 0.37358961, 0.261231833, 0.134829333]\n"
     ]
    }
   ],
   "source": [
    "# Programme principal\n",
    "# ouverture, lecture et affichage du fichier \"parabole. csv\" . \n",
    "# Le début du chemin n'a pas besoin d'être spécifié si le \n",
    "# fichier .csv se trouve dans le même dossier que ce fichier \n",
    "# notebook\n",
    "   \n",
    "\n",
    "table = charge_fichier_csv(\"parabole.csv\",delimiter=\";\",N=2)\n",
    "t=table[0]\n",
    "print(t)\n",
    "x=table[1]\n",
    "print(x)\n",
    "y=table[2]\n",
    "print(y)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Répondre aux questions suivantes :\n",
    "\n",
    "   - Quelle ligne de code dans le programme principal permet d'appeler la fonction ?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- Comment s'appelle le fichier envoyé à la fonction par le programme principal ?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- Que doit-on écrire entre parenthèses lors de l'appel de la fonction pour pouvoir accéder au fichier?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- Comment s'appellent les paramètres correspondant dans la fonction ?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- Comment s'appelle la variable contenant le tableau renvoyé par la fonction dans le programme principal ?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "La suite du notebook vous donne un aperçu de ce qu'il est possible de faire avec les données importées."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 864x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Affichage des courbes x=f(t) et y=g(t)\n",
    "fig = plt.figure(figsize=(12,10))\n",
    "plt.plot(t,x,'.b',label='x=f(t)')\n",
    "plt.plot(t,y,'r+',label='y=g(t)')\n",
    "plt.legend()\n",
    "plt.xlabel(\"t (s)\")\n",
    "plt.ylabel(\"x(m) et y(m)\")\n",
    "plt.grid()\n",
    "plt.title(\"Evolution des coordonnées au cours d'un mouvement parabolique\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "coefficients de Xmodel: [ 1.8766952  -0.01107315]\n",
      "coeffx[0]= 1.9 \n",
      " coeffx[1]= -0.0\n",
      "Le tableau contenant les valeurs de Xmodel est:\n",
      " [-0.01107315  0.06399465  0.13906246  0.21413027  0.28919808  0.36426589\n",
      "  0.43933369  0.5144015   0.58946931  0.66453712  0.73960493  0.81467273\n",
      "  0.88974054  0.96480835  1.03987616  1.11494397  1.19001177  1.26507958\n",
      "  1.34014739]\n",
      "coefficients de Ymodel: [-4.98167828e+00  3.77690491e+00 -2.15000401e-03]\n",
      "coeffy[0]= -5.0 \n",
      " coeffy[1]= 3.8 \n",
      " coeffy[2]= -0.0\n",
      "Le tableau contenant les valeurs de Ymodel est:\n",
      " [-0.00215     0.14095551  0.26811965  0.37934242  0.47462382  0.55396385\n",
      "  0.61736251  0.66481979  0.69633571  0.71191026  0.71154343  0.69523524\n",
      "  0.66298568  0.61479474  0.55066244  0.47058876  0.37457371  0.2626173\n",
      "  0.13471951]\n"
     ]
    }
   ],
   "source": [
    "# Modélisation de la courbe x=f(t)\n",
    "\n",
    "t=np.array(t)\n",
    "\n",
    "coeffx=np.polyfit(t, x,1)\n",
    "\n",
    "# Affichage du tableau coeffx\n",
    "print('coefficients de Xmodel:', coeffx)\n",
    "\n",
    "# Affichage des valeurs contenues dans la liste avec une décimale\n",
    "print ('coeffx[0]=','{0:.1f}'.format(coeffx[0]),'\\n', \n",
    "       'coeffx[1]=','{0:.1f}'.format(coeffx[1])) \n",
    "\n",
    "# Création puis affichage d'un tableau Xmodel regroupant les valeurs \n",
    "# de la coordonnée x modélisée par une fonction affine.  \n",
    "\n",
    "Xmodel = coeffx[0]*t+coeffx[1]\n",
    "print('Le tableau contenant les valeurs de Xmodel est:\\n',Xmodel)\n",
    "\n",
    "# Modélisation de la courbe y=g(t)\n",
    "\n",
    "coeffy=np.polyfit(t, y,2)\n",
    "\n",
    "# Affichage de la liste coeff\n",
    "print('coefficients de Ymodel:', coeffy)\n",
    "\n",
    "# Affichage des valeurs contenues dans la liste avec une décimale\n",
    "print ('coeffy[0]=','{0:.1f}'.format(coeffy[0]),'\\n', \n",
    "       'coeffy[1]=','{0:.1f}'.format(coeffy[1]),'\\n', \n",
    "       'coeffy[2]=','{0:.1f}'.format(coeffy[2]))\n",
    "\n",
    "# Création puis affichage d'un tableau Ymodel regroupant les valeurs \n",
    "# de la coordonnée y modélisée par une fonction polynome du second degré.  \n",
    "\n",
    "Ymodel = coeffy[0]*t**2+coeffy[1]*t+coeffy[2]\n",
    "print('Le tableau contenant les valeurs de Ymodel est:\\n',Ymodel)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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SaJxbhr6GczvYNLlj0D6PMw7raQkNDSU2NvasgzsT0dHRREVFebLtvEj1GXyq0+BSfQaf6jS4VJ/BpzoNrtxen8aYNO92mW1dOKy1S3DGmczIIJwxS//OrjhERERERIIpWy8idMdnnJtWFw5jzOU4A5w3xxlQfW56XTiMMXcCdwKUK1eu3pQpZ3LTtrMXHx9PiRIlPNl2XqT6DD7VaXCpPoNPdRpcqs/gU50GV26vz+bNm6+11kamfj07u3Bk5lXgEWttsjEmwxmtteOAcQCRkZHWq58CcvvPEDmN6jP4VKfBpfoMPtVpcKk+g091Glx5tT69TKAjcW59ClAGuMEYc8JaOyurK0pMTGTXrl0kJCQEO8aTlC5dms2bN2frNvIT1WfwnW2dFi1alPLly1OoUKEgRiUiIpK3eJZAW2srpzx3by8690ySZ4Bdu3ZRsmRJQkNDyaw1+2wcOnSIkiVLZtv68xvVZ/CdTZ1aa4mLi2PXrl1Urlw58wVERETyqewcxu5jIAooY4zZBQwHCgFYa98K5rYSEhKyPXkWyeuMMVx00UXs2bPH61BERERytGxLoK21PbIwb9+z3Z6SZ5Gzp/eRiIhI5nQnQhERERGRLFACLSIiIiKSBfk6gfZF+zzd/tKlSwkLC6N27docPXqU3bt30759ewDWr1/PvHnz/PPOnTuXYcOGeRWqiIiIiLjydQI9YvEIT7f/0Ucf8dhjj7F+/XqKFSvGyy+/zB133AGcmkC3a9eOzz77jCNHjngVroiIiIiQzxPoYImJiSEiIoKEhAQOHz5MWFgYP/zwQ4bLvPPOO0ybNo2hQ4fSs2dPAGbMmEHbtm05fvw4w4YNY+rUqdSuXZupU6dijCEqKoq5c+eei10SERERkXR4eSMVT/iifSe1PJsRzqgDw5sNxxflO6N11q9fnw4dOvDkk09y9OhRbr31VipVqkTt2rXTnH/y5Mn079+fZcuW0b59e7p27cqvv/7KBRdcQJEiRQAYOXIksbGxvPbaa/7lIiMjWbp0Kd27dz+jOEVERETk7OW/BDrK50+UzQiDHW6Dst5hw4ZRv359ihYtypgxYwgJCWH9+vWnvfzu3bspW7ZshvNcfPHF/PHHH2cbqoiIiIichXyXQGeXuLg44uPjSUxMJCEhgeTkZJo2bZrmvJMnT6ZGjRonvVasWLFMb0WekJBAsWLFghaziIiIiGRdvk6ghzcbHrR1DRgwgKeeeopff/2VRx55hNdeey1LLdBVq1Zl+/bt/umSJUty6NChk+bZunUrNWvWDFbIIiIiInIG8vVFhGfa5zm1Dz74gEKFCnHLLbfw6KOPEhMTw8KFC7O0juLFi3PFFVewbds2AJo3b86mTZv8FxECLFq0iHbt2gUlZhERERE5M/m6BTpYevfuTe/evQEICQlh9erVp7XcxIkTT5oeOHAgEydOZNSoUVx44YXExMT4y/766y+OHj1KeHh40OIWERERkaxTAp2DdO7cmbi4uDTLduzYwf/+979zHJGIiIiIpKYEOofp379/mq/Xr1//HEciIiIiImnJ132gRURERCRn80X7vA7hFEqgRURERCTHGrHgGa9DOIUS6Bxu69atzJ492+swRERERM65Dz8EXt9MTruPnBLoHCg0NJS9e/cCzvjQ69at49NPP013ntOxdOlSwsLCqF27NkePHg1KnOvXr2fevHn+6Tlz5vDcc88FZd3p+eSTT6hevTrNmzcHoEePHkRERPDKK68wbNgw5s+fn63bFxERkew3bMFITOOX6NULKL2Dy18tixlhckx3Dl1EmAv4fL6zXsdHH33EY489xq233nr2AbnWr19PbGwsN9xwAwAdOnSgQ4cOQVt/Wt59913Gjx/PNddcw59//klMTIx/7GwRERHJ/fbvh9UvDIOVMHAgvHZBa+zIRK/DOolaoINg+/btXHXVVfTt25eqVavSs2dP5s+fT5MmTahSpQpr1qwBYN++fXTq1ImIiAgaNmzIhg0bAOc24K1btyYsLIz+/ftjrfWv+8MPP6RBgwbUqlWLAQMGkJSUdMr2U+apXbt2mvO88847TJs2jaFDh9KzZ0+stQwZMoSaNWsSHh7uv1FLdHQ0UVFRdO3alauuuso/L0BMTAyNGzemVq1aNGjQgAMHDjBs2DCmTp3qv9nLxIkTGThwoL9OWrRoQUREBC1btmTHjh0A9O3bl8GDB9O4cWMiIiKYPn16mnXaqVMn6tWrR1hYGOPGjQNg5MiRLFu2jNtvv50hQ4bQunVrfv/9d2rXrs3SpUvp27evf32hoaEMHz6cunXrEh4ezpYtWwA4fPgw/fr1o0GDBtSpU0fdY0RERHKQTZugQQNYtAjGj4exY4GQE16HdSprba561KtXz6a2adMm//P77rO2WbPgPu67z1n3wYMHT9m2tdb++uuvNiQkxG7YsMEmJSXZunXr2ttuu80mJyfbWbNm2Y4dO1prrR04cKD1+XzWWmsXLFhga9WqZa21dtCgQXbEiBHWWmvnzp1rAbtnzx67adMm265dO3v8+HFrrbV33nmnnThxorXW2kqVKvnnad++vX+eu+++277//vunxNinTx/7ySefWGutnT59ur3uuuvsiRMn7J9//mkrVKhg//jjD7to0SJbqlQpu3PnTpuUlGQbNmxoly5dao8dO2YrV65s16xZY6219sCBAzYxMdFOmDDB3nvvvf5tBE63b9/eH+u7777rr4M+ffrYrl272qSkJLtmzRp7xRVXpFmncXFx1lprjxw5YsPCwuzevXuttdY2a9bMxsTE+Os9LCwszX2sVKmSHTNmjLXW2tdff93efvvt1lprH3vsMTtp0iRrrbX79++3VapUsfHx8WnGkBuld45mReD7Kb9btGiR1yHkOarT4FJ9Bp/qNLiyUp+zZllbooS15cpZu3z5v68PXzQ86HGdLiDWppGPqgtHkFSuXNl/l8CwsDBatmyJMYbw8HC2b98OwLJly5gxYwYALVq0IC4ujoMHD7JkyRJmzpwJQLt27bjgggsAWLBgAZs3b6ZVq1YAxMfHU6FChZO2u2DBAtauXesfJ/ro0aNcfPHFGca6bNkyevToQUhICOXKlaNZs2bExMRQqlQpGjRoQPny5QGoXbs227dvp3Tp0lx66aX+bZQqVSrT+li5cqV/n3r16sXDDz/sL+vUqRMFChTgqquu4q+//kpz+TFjxvj7fe/cuZOffvqJiy66KNPtBrrxxhsBqFevnj+Wr7/+mjlz5vDSSy8BkJCQwI4dO6hevXqW1i0iIiLBkZwMTz8Nw4ZBZCR8+im4qQgAviifZ7GlJ88l0K++6s12ixQp4n9eoEAB/3SBAgU4ceLMfnqw1tKtW7cML8yz1tKnTx+effbZM9pGaoH7ERIScsaxn+42bEB3lRTR0dHMnz+flStXct555xEVFUVCQsIZbydwP6y1zJgxg2rVqp1h9CIiIhIs8fHQty/MmAG33grjxkGxYl5HlTn1gT6HmjZtykcffQQ4SWKZMmUoVaoU1157LZMnTwbgiy++YP/+/QC0bNmSGTNm8PfffwNOX+mU1uwULVu2ZPr06f559u3bx2+//ZZpHFOnTiUpKYk9e/awZMkSGjRokO781apVY/fu3cTExABw6NAhTpw4QcmSJTl06FCayzRu3JgpU6YAzgWMTZs2zTCmQAcOHOCCCy7gvPPOY8uWLaxateq0l81MmzZtGDt2rD9xX7duXdDWLSIiIqfv11+hcWOnxfl//4MPPsgdyTMogT6nfD4fa9euJSIigkcffZT3338fgOHDh7NkyRLCwsKYOXMmFStWBKBGjRqMGjWK1q1bExERQevWrfnzzz9PWmfqeVq1asXu3bszjKNz585ERERQq1YtWrRowQsvvMAll1yS7vyFCxdm6tSpDBo0iFq1atGqVSsSEhJo3rw5mzZt8l9EGGjs2LFMmDCBiIgIJk2axOjRo0+7ntq2bcuJEyeoXr06jz76KA0bNjztZTMzdOhQEhMTiYiIICwsjKFDhwZt3SIiInJ6Fi50umvs2gVffgn//S8Y43VUp8+k9RN6ThYZGWljY2NPem3z5s3npA/roUOHKFmyZLZvJ79QfQZfMOr0XL2fcoOUkWkkeFSnwaX6DD7VaXClrk9r4bXX4IEHoFo1mD0brrzSu/gyY4xZa62NTP26WqBFREREJNsdOwa33w6DB0P79rBqVc5OnjOiBFpEREREstXu3RAVBRMmOKNtzJwJuflH6Dw3CoeIiIiI5Bxr1kDnznDgAEyfDl26eB3R2VMLtIiIiIhkiy+/LMe110KRIrByZd5InkEJtIiIiIgE2YkTzoWCzz9fnSZNICYG3PvN5QnqwiEiIiIiQRMXBzfdBAsWQJcuu5gypTwF81jGqRboHGrWrFmMHDnS/3zTpk3+soceeoiFCxd6FZqIiIhImn74ARo0gKVL4b33YODAbXkueYb8nkD7fF5HkK4XXniBe+65Bzg1gR40aFCGt/cWEREROdc+/RQaNoSjR2HxYrjtNq8jyj75O4EeMSIoqxk2bBivvvqqf/qJJ544rTvvzZs3j6uuuop69eoxePBg2rdvD8DWrVspUqQIZcqUYcWKFcyZM4chQ4ZQu3Ztfv75ZypVqkRcXNwpdyUUEREROdeSk52U6sYbISwMYmOdRDovy4ON6udev379uPHGG7n//vtJTk5mypQpLFy4kNq1a6c5/+TJk/nPf/7DgAEDWLJkCZUrV6ZHjx7+8uXLl1O3bl0AGjduTIcOHWjfvj1du3b1z1O3bl2WL19Ol7xyOauIiIjkOocOQe/eMGsW9OkDb70FRYt6HVX2y38JtM93cstzyo3Xhw8/4y4doaGhXHTRRaxbt46//vqLOnXqUKlSJdavX5/uMuvXr+c///kPlStXBqBHjx6MGzcOgN27d1O2bNkMt3nxxRfzxx9/nFG8IiIiImfr55+hY0fYsgVefdW5w2BKWpXX5c8EOiVRNsa5KXsQ9O/fn4kTJ/Lnn3/Sr18/Dh06RNOmTdOcd/LkyRmuq1ixYhw4cCDDeRISEihWrNgZxysiIiJypubPh+7dnedffgnXXedtPOda/kugs0nnzp0ZNmwYiYmJTJ48mZCQkAxboI8ePcovv/zC9u3bCQ0NZerUqf6y6tWr8+GHH/qnS5YsyaFDh05afuvWrXTr1i34OyIiIiKSDmud1uaHHoIaNZyuG1dc4XVU517+vohw+PCgrapw4cI0b96c7t27ExISkun8xYoV44033qBt27bUq1ePkiVLUrp0aQCuvfZa1q1bh3Vbx2+++WZefPFF6tSpw88//0xiYiLbtm0jMjIyaPGLiIiIZCQhAfr2hf/+1+m6sXJl/kyeIb8n0EEcxi45OZlVq1Zx++23n/YyzZs3Z8uWLcTGxlKgQAF/Qnzeeedx3XXXsWDBAgCaNGnCpk2bWLduHVdccQVz586la9euFMyLAyuKiIhIjuGL9gHw++/QrBl88IFzKdn06VCihLexeSl/J9BBsmnTJq688kpatmxJlSpVTnu58ePHU7t2bcLCwjhw4AADBgzwlz3++OMcOXIkzeVOnDjBgw8+eNZxi4iIiGRkxOIRrFwJkZGwaZMz1vOwYVAgn2eQasIMgho1avDLL79kebkHHniABx54IM2ycuXK0aFDhzTL1PdZREREzol1fYl6BsqXh2++gZo1vQ4oZ8jn/z+IiIiISCBftA8zrBCm4WiYPYHj5b/hl64XMn2vz+vQcgy1QIuIiIiI38CaPpaM9LFoNdDwFRKXPkDBgvu8DitHUQu0iIiIiACwYQPUrw8rVsD77wNt/4vGLDiVqkREREREmD7duR33+efDkiXQoAH8Eh28IX/zErVA53Bbt25l9uzZXoeRZcnJybz00kv89ddfXociadi4cSNz5szxOgwREckBkpNh6FDo1g0iIiA21kmeAXxRPk9jy6mUQOdAoaGh7N27F4CqVauybt06Pv3003TnyQ4+n4+XXnrpjJcfNWoUV155JY8//jgnTpwIYmRpK5ELB6M8nWM4ceJEBg4cGNTt7tixg6effpqoqKigrldERHKfgwehc2cYNQr69YPoaLj0Uq+jyvnUhSMX8A8vtlsAACAASURBVAXxhi/nyrBhwwDo1KmTx5EIgLUWay0FChSgYsWKTJ482euQRETEYz/95NxRcOtWGDsW7r0XjPE6qtwhz7VA//TT/axbFxXUx08/3Z/hNrdv385VV11F3759qVq1Kj179mT+/Pk0adKEKlWqsGbNGgD27dtHp06diIiIoGHDhmzYsAGAuLg4WrduTVhYGP379/ffwhvgww8/pEGDBtSqVYsBAwaQlJR0yvZT5qldu3a684SGhvLwww8THh5OgwYN2LZtmz/2Fi1aEBERQcuWLdmxY8dJy/3888/UrVs3oH5/8k+HhoYyfPhw6tatS3h4OFu2bMlwP30+H3369KFp06ZUqlSJOXPm+GNq27YtiYmJAKxdu5ZmzZpRr1492rRpw+7du0/Zn19//ZVGjRoRHh7Ok08+6X89Ojqa9u3b+6cHDhzIxIkTT1l+zJgx1KhRg4iICG6++WYADh8+TL9+/WjQoAF16tTxd51JSkrioYceombNmkRERDB27FgAFixYQJ06dQgPD6dfv34cO3Ysw3rJ6DgHmjBhAlWrVqVBgwYsX77c//qePXvo0qUL9evXp379+v6yPXv20KpVK8LCwhg4cCCVKlVi7969bN++nWrVqtG7d29q1qzJzp07+frrr2nUqBF169alW7duxMfHpxmDiIjkbV995XTT+Ptv+PprGDhQyXNW5LkE2ivbtm3jwQcfZMuWLWzZsoXJkyezbNkyXnrpJZ555hkAhg8fTp06ddiwYQPPPPMMvXv3BmDEiBFcc801bNy4kc6dO/uT2M2bNzNlyhSWL1/Od999BzjJcqDNmzczdepUli9fzvr16wkJCeGjjz5KM8bSpUvz/fffM3DgQO6/3/mnYNCgQfTp04cNGzbQs2dPBg8efNIyV1xxBaVLl2b9+vWAk9zddttt/vIyZcrw7bffcvfdd/u7fKS3n+Ak5AsXLmTOnDnccccdNG/enO+//55ixYrx+eefk5iYyKBBg5g+fTpr166lX79+PPHEE6fsy3333cfdd9/N999/z6Vn8FvTc889x7p169iwYQNvvfUWAE8//TQtWrRgzZo1LFq0iCFDhnD48GHGjRvH9u3bWb9+vb+eEhIS6Nu3L1OnTuX777/nxIkTvPnmmxnWS3rHOdDu3bsZPnw4y5cvZ9myZWzatOmkfX7ggQeIiYlhxowZ9O/f37/eFi1asHHjRjp27HjSen/66SfuueceNm7cSPHixRk1ahTz58/n22+/JTIykpdffjnLdSciIrmXtfC//8ENN0DFihATAy1aeB1V7pPnunBUqfKqJ9utXLky4eHhAISFhdGyZUuMMYSHh7N9+3YAli1bxowZMwBo0aIFcXFxHDx4kCVLljBz5kwA2rVrxwUXXAA4LZybN2+mVatWAMTHx1OhQoWTtrtgwQLWrl1L/fr1ATh69CgXX3xxmjH26NHD/zflDogrV670b7tXr148/PDDpyzXv39/JkyYwMsvv8zUqVP9LeoAN954IwD16tXzrye9/QS4/vrrKVSoEOHh4SQlJdG2bVsAfz39+OOP/PDDD/59TkpKSjNBXr58uX8bvXr14pFHHklzn9MTERFBz5496dSpk7+byddff82cOXP8CW9CQgI7duxg/vz53HXXXRR0x/G58MIL+e6776hcuTJVq1YFoE+fPrz++uv+f0zSqpf0jnOg1atXExUVRdmyZQG46aab2Lp1KwDz588/KaE+ePAg8fHxLFu2zN9HvlWrViett1KlSjRs2BCAVatWsWnTJpo0aQLA8ePHadSoUZbqTUREcq+jR+HOO+HDD6FLF5g4EXLhJUQ5Qp5LoL1SpEgR//MCBQr4pwsUKHDGF9FZa+nWrRvPPfdchvP06dOHZ599NtP1mYDfZkwWfqfp0qWLv5WzXr16XHTRRf6ylP0MCQk5rf0MrJdChQr540ipJ2stYWFhrFy5Mkv7k6JgwYIkJyf7pxMSEtJc9vPPP2fJkiV89tlnPP3003z//fdYa5kxYwbVqlXLdNuZyWq9nI7k5GRWrVpF0aJFT3uZ4sWL+59ba2nVqhUff/xxUOIREZHcY9cu6NQJ1q6Fp56CJ55Ql42zoS4c51DTpk393Suio6MpU6YMpUqV4tprr/Vf1PXFF1+wf/9+AFq2bMmMGTP4+++/AacPbUprdoqWLVsyffp0/zz79u3jt99+S3P7U6dO9f9NaXls3LgxU6ZMAeCjjz6iadOmpyxXtGhR2rRpw913331S942s7ufpqFatGnv27PEn0ImJiWzcuPGU+Zo0aXJS3CkqVarEpk2bOHbsGP/88w8LFiw4Zdnk5GR27txJ8+bNef755zlw4ADx8fG0adOGsWPH+vsmr1u3DnBadd9++21/Irxv3z6qVavG9u3b/X3JJ02aRLNmzTLct/SOc6Crr76axYsXExcXR2JiIp988om/rHXr1v7+14C/W02TJk2YNm0a4PwikdZ6ARo2bMjy5cv9MR8+fNjfui0iInnX8uUQGelcLDh7Njz5pJLns6UE+hzy+XysXbuWiIgIHn30Ud5//33A6TO8ZMkSwsLCmDlzJhUrVgSgRo0ajBo1itatWxMREUHr1q35888/T1pn6nlatWqV5kV3APv37yciIoLRo0fzyiuvADB27FgmTJhAREQEkyZNYvTo0Wku27NnTwoUKEDr1q3PeD9PR+HChZk+fTqPPPIItWrVonbt2qxYseKU+UaPHs3rr79OeHg4v//+u//1ChUq0L17d2rWrEn37t2pU6fOKcsmJSVx6623Eh4eTp06dRg8eDDnn38+Q4cOJTExkYiICMLCwhg6dCjgdGGpWLEiERER1KpVi8mTJ1O0aFEmTJhAt27dCA8Pp0CBAtx1110Z7lt6xznQpZdeis/no1GjRjRp0oTq1av7y8aMGUNsbCwRERHUqFHD33d7+PDhfP3119SsWZNZs2ZxySWXULJkyVPWXbZsWSZOnEiPHj2IiIigUaNG/gscRUQkbxo/Hpo3h5IlYdUq6NDB64jyBpPeSAA5VWRkpI2NjT3ptc2bN5+UaGSXQ4cOpZmY5AahoaHExsZSpkyZM1r+pZde4sCBAzz11FNBiyk312dOcuzYMUJCQihYsCDz58/noYce8rdOn4lz9X7KDaKjozVedpCpToNL9Rl8eaVOExPhgQfg9dehdWuYMgXSuPQm2+X2+jTGrLXWRqZ+XX2gJVOdO3f2j54hOc+OHTvo3r07ycnJhISEMH78eK9DEhERD+3Z49xVcPFiGDIEnn0WQkK8jipvUQKdT6TuO50Vqe+CKDlLlSpV/P211aovIpK/rV/v3Bzlr79g0iS49VavI8qb8kwf6NzWFUUkJ9L7SEQk95o2DRo3huRkWLZMyXN2yhMJdNGiRYmLi9OXv8hZsNYSFxeXpWHyRETEe0lJ8PjjcNNNUKeOc3OUyFN67Uow5YkuHOXLl2fXrl3s2bMnW7eTkJCg5CKIVJ/Bd7Z1WrRoUcqXLx/EiEREJDsdOAA9e8Lnn0P//vDaaxBwawrJJnkigS5UqBCVK1fO9u1ER0enOSyanBnVZ/CpTkVE8o8ff3T6O//8szPaxt13a3zncyVPJNAiIiIi+ckXX0CPHlCoEMyfD5ncy0uCLE/0gRYRERHJD6yFF16Adu0gNBRiY5U8eyHbEmhjzHvGmL+NMT+kU97TGLPBGPO9MWaFMaZWdsUiIiIiktsdOeL0d37kEWec5+XLoVIlr6PKn7KzBXoi0DaD8l+BZtbacOApYFw2xiIiIiKSa+3YAddc49xR8JlnnL/Fi3sdVf6VbX2grbVLjDGhGZSvCJhcBejSfxEREZFUli6FLl0gIQHmzIH27b2OSEx2jp3sJtBzrbU1M5nvIeAqa23/dMrvBO4EKFeuXL0pU6YEOdLTEx8fT4kSJTzZdl6k+gw+1WlwqT6DT3UaXKrP4MspdTpx+0T6hvZlzpzLGDPmSi67LIFRo36gYsUjXoeWJTmlPs9U8+bN11prTxlV2/ME2hjTHHgDuMZaG5fZOiMjI21sbGzQYsyK6OhooqKiPNl2XqT6DD7VaXCpPoNPdRpcqs/gyyl1aoYWZsCe47z9Nlx/PUyeDOef73VUWZdT6vNMGWPSTKA9HcbOGBMBvANcfzrJs4iIiEhe99dfwAcLeHuHc8Hg009DSIjXUUkgz4axM8ZUBGYCvay1W72KQ0RERCQn8EX7MAPqcknVHfBHJHTpwfPFDE8t9XkdmqSSbS3QxpiPgSigjDFmFzAcKARgrX0LGAZcBLxhnNvmnEiriVxEREQkP6i220fRD3yULQs7b66Lfftb4GOvw5I0ZOcoHD0yKe8PpHnRoIiIiEh+kZQETzwBzz/vDFU3YwaUe3Od12FJBnQrbxERERGP/PMP3HKLc2vuu+6C0aOhcGEY3my416FJBpRAi4iIiHhgyxbo0AF+/RXefNNJoFP4onyexSWZUwItIiIico7NnevclrtIEVi4EJo29ToiyQrPRuEQERERyW+sdW7F3aEDXHklxMYqec6N1AItIiIicg4cPgz9+sG0adCjB7zzDpx3ntdRyZlQAi0iIiKSzX77DTp1gu++c0bbGDIEnFF8JTdSAi0iIiKSjRYvhq5dITHR6ft8ww1eRyRnS32gRURERLKBtfDGG3DddXDRRbBmjZLnvEIJtIiIiEiQHT8OAwbAvfdCmzawejVUrep1VBIsSqBFREREguivv6BFCxg/Hh5/HGbPhtKlvY5Kgkl9oEVERESCJDYWOneGuDiYMgVuusnriCQ7qAVaREREJAg+/NAZ07lAAVixQslzXqYEWkREROQsJCU5w9L16gUNGjit0LVrex2VZCd14RARERE5Q/v3OzdF+eor54LBV16BQoW8jkqymxJoERERkTOwaRN07OjcJGXcOLjjDq8jknNFCbSIiIhIFn32GfTs6dyKe9EiaNLE64jkXFIfaBEREZHTZC08/bTT8ly1KsTEKHnOj9QCLSIiInIa4uPhtttg+nSn9Xn8eChWzOuoxAtKoEVEREQy8euv0KkT/PADvPgiPPggGON1VOIVJdAiIiIiGVi0CLp1c4armzfPuTW35G/qAy0iIiKSBmth7Fho1QouvhjWrFHyLA4l0CIiIiKpHDsG/fvD4MFwww2wahVUqeJ1VJJTKIEWERERcU3cPpHdu6F5c3jvPRg6FGbNglKlvI5MchL1gRYRERFxvb98E988Af/8A598Al27eh2R5ERKoEVERESASZOACUsoXAFWrIBatbyOSHIqdeEQERGRfG3YgpGYxv+jd2+gwkq2dytD7VkGX7TP69Akh1ILtIiIiORb+/bBqueHwUoYNAjGnt8aOzLR67Akh1MLtIiIiORLGzdC/fqweDG8+y6MGQOEnPA6LMkF1AItIiIi+c6sWdCrF5QoAdHR0KiR83qfSn08jUtyB7VAi4iISL6RnAwjR0LnzlC9OsTG/ps8A/QN7etZbJJ7qAVaRERE8oX4eOjTB2bOhN694e23oWhRr6OS3EgJtIiIiOR5v/wCHTvCpk3wyitw331gjNdRSW6lBFpERETytAULoHt3sBa+/BJatfI6Isnt1AdaRERE8iRrYfRoaNMGLr0UYmKUPEtwKIEWERGRPCchAW67De6/H/7v/2DlSrjiCq+jkrxCCbSIiIjkKX/8Ac2awfvvw/DhMGMGlCzpdVSSl6gPtIiIiOQZq1bBjTfCwYPOaBudO3sdkeRFaoEWERGRPGHCBKfluVgxp8uGkmfJLkqgRUREJFc7ccLp69yvH1x7rXOxYHi411FJXqYEWkRERHKtuDhnlI3Ro50k+osv4MILvY5K8jr1gRYREZFc6fvvnZuj/PEHTJzo3GVQ5FxQC7SIiIjkOjNmQKNGznB1ixcreZZzSwm0iIiI5BrJyTBsGHTtCjVrQmwsXH2111FJfqMuHCIiIpIrHDwIvXrBnDnOTVLeeAOKFvU6KsmPlECLiIhIjrdtm9Pf+ccfYcwYGDgQjPE6KsmvlECLiIhIjvb113DTTVCggPO8RQuvI5L8Tn2gRUREJEeyFl5+Ga6/HipUcPo7K3mWnEAJtIiIiOQ4R486I2s8+KBzR8EVK6ByZa+jEnEogRYREZEcZdcu546CkybByJEwbRqUKOF1VCL/Uh9oERERyTFWrIAbb4TDh2HWLOfCQZGcRi3QIiIi4jlftI933oGoKKe1edUqJc+Sc6kFWkRERDyVmAgjHi4DMdC6NXz8MVx4oddRiaRPLdAiIiLimb17naSZmIE89BB8/rmSZ8n5lECLiIiIJ+565y3KXrmd6KUJ0LkXL5UwFHra4Iv2eR2aSIbUhUNERETOuU8+gUn33cXlF8Cn30CDeR9ih1uvwxI5LWqBFhERkXMmORmefBK6d4fatZ2bo9Sv73VUIlmjFmgRERE5Jw4cgFtvhblz4fbb4fXXoUgRp2x4s+HeBieSBUqgRUREJNtt3eoMS7dtG7z2GtxzDxjzb7kvyudZbCJZpQRaREREstWXX8LNN0OhQvDNN85YzyK5mfpAi4iISLawFl58Edq1g9BQiIlR8ix5g1qgRUREJOiOHoX+/WHyZOjWDSZMgOLFvY5KJDjUAi0iIiJBtXMnXHONc0fBZ56BqVOVPEveohZoERERCZply6BLF6cFes4caN/e64hEgk8t0CIiIhIU48ZBixZQujSsXq3kWfKubEugjTHvGWP+Nsb8kE65McaMMcZsM8ZsMMbUza5YREREJPscP+4MSzdgALRsCWvWQPXqXkclkn2yswV6ItA2g/LrgSru407gzWyMRURERLLB339Dq1bw5pvw8MPOTVLOP9/rqESyV7b1gbbWLjHGhGYwS0fgA2utBVYZY843xlxqrd2dXTGJiIhI8Kxb59wcZc8e+OgjuOUWryMSOTeMk79m08qdBHqutbZmGmVzgeestcvc6QXAI9ba2DTmvROnlZpy5crVmzJlSrbFnJH4+HhKlCjhybbzItVn8KlOg0v1GXyq0+Dysj4XLryYF16oRqlSiTz11A9UqxbvSRzBpnM0uHJ7fTZv3nyttTYy9eu5YhQOa+04YBxAZGSkjfJoFPbo6Gi82nZepPoMPtVpcKk+g091Glxe1GdSEjz5JDz3nDNU3fTpIZQrd0p+kWvpHA2uvFqfXibQvwMVAqbLu6+JiIhIDnTggNNNY948uPNOGDsWChf2OiqRc8/LYezmAL3d0TgaAgfU/1lERCRn+vFHuPpq+Ppr54LBt99W8iz5V7a1QBtjPgaigDLGmF3AcKAQgLX2LWAecAOwDTgC3JZdsYiIiMiZmzcPevSAIkVgwQK49lqvIxLxVnaOwtEjk3IL3Jtd2xcREZGzYy08/zw8/jjUqgWzZkGlSl5HJeK9XHERoYiIiJxbR45Av34wdSrcdBO89x6cd57XUYnkDLqVt4iIiJzkt9+cETamTYNnn4WPP1byLBJILdAiIiLit2QJdOni3J577ly44QavIxLJedQCLSIiIoAzukbLlnDhhbBmjZJnkfQogRYREcnHfNE+jh+HAQPgnnugdWtYvRqqVfM6MpGcSwm0iIhIPjbi8zdp0QLGjYPHHoM5c+D8872OSiRnUx9oERGRfGrtWmBcLN8mOhcK3nyz1xGJ5A5qgRYREclnfNE+TJdbiGx4FLAc7VWXHj8afNE+r0MTyRXUAi0iIpKPJCXBkXk+mAlNm8LSqyOxL/7tdVgiuYpaoEVERPKJ/fuhfXt48UW4+26YPx8oscfrsERyHbVAi4iI5AObN0PHjrB9O7z9Ntx5p/P68GbDPY1LJDdSAi0iIpLHffYZ9OwJxYrBwoXOXQZT+KJ8nsUlklupC4eIiEgeZS0884zT8lylCsTGnpw8i8iZUQu0iIhIHnT4MNx2G3zyCdxyC4wfD+ed53VUInmDEmgREZE8Zvt2p9X5++/hhRfgoYfAGK+jEsk7lECLiIjkIdHR0LUrnDgB8+ZB27ZeRySS96gPtIiISB5gLbz2Glx3HZQtC2vWKHkWyS5KoEVERHK5Y8fgjjtg0CC4/npYvRqqVvU6KpG8Swm0iIhILvbnn9C8Obz7LjzxBMyeDaVKeR2VSN6mPtAiIiK51JYtJbn1VucOg9OmQbduXkckkj8ogRYREcmFJk2CwYPrcNllsGIF1KrldUQi+Ye6cIiIiOQiJ044w9L17g1hYQeIiVHyLHKuqQVaREQkl9i3D26+Gb75BgYOhI4dN1C2bDOvwxLJd9QCLSIikgts3AgNGjjjPI8fD2PHQsGC1uuwRPIltUCLiIjkcLNnw623QvHiTgLduLHXEYnkb2qBFhERyaGSk2HkSOjUCa66CmJjlTyL5ARqgRYREcmB4uOhTx+YORN69YK334ZixbyOSkRACbSIiEiO88svTqvzxo3w8stw//1gjNdRiUgKJdAiIiI5yIIF0L07WAtffgmtWnkdkYikpj7QIiIiOYC1MGYMtGkDl1wCa9YoeRbJqZRAi4iIeOzYMbj9drjvPmjfHlatgiuv9DoqEUmPEmgREREP+KJ9APzxBzRrBhMmwLBhzkWDJUt6G5uIZEwJtIiIiAdGLB7B6tUQGQk//AAzZsCIEVBA38wiOZ7epiIiIl5Y35trr4WiRWHlSrjxRq8DEpHTpQRaRETkHPFF+zDDCmIavQKz3uf45Qv4tdtFzIjzeR2aiGSBhrETERE5RwaF+1g2yseCVcDVr5K47H4KFozzOCoRySq1QIuIiJwDP/wADRrA0qXOBYNc/wAF1YwlkivprSsiIpLNZs6E3r2hVClYvBgaNoTt0cO9DktEzpBaoEVERLJJcjL4fNClC9SsCbGxTvIM4IvyeRmaiJwFtUCLiIhkg0OHnFbnWbOgTx946y1nxA0Ryf2UQIuIiATZzz9Dx46wZQu8+ioMHgzGeB2ViASLEmgREZEg+uYbuOkmJ2H+6ito2dLriEQk2NQHWkREJAishVdegbZt4fLLISZGybNIXqUEWkRE5CwlJEDfvvDf/0KnTs6dBf/zH6+jEpHsogRaRETkLPz+O1x7LXzwAYwcCZ98AiVKeB2ViGQn9YEWERE5QytXwo03Qnw8fPqp0/osInmfWqBFRETOwHvvQVQUFC8Oq1YpeRbJT5RAi4iIZEFiojMs3e23Q7NmsGYNhIV5HZWInEtKoEVERE7T3r3Qpg2MHetcMDhvHlx4oddRici5pj7QIiIip2HDBufmKLt3w/vvO3cZFJH8SS3QIiIimZg+HRo1guPHYelSJc8i+Z0SaBERkXQkJ8PQodCtG9SqBbGxUL++11GJiNfUhUNERCQNBw9Cr14wZ45zweDrr0ORIl5HJSI5gRJoERGRVH76yenvvHWrc8HgvfeCMV5HJSI5hRJoERGRAF99BTffDCEh8M030Ly51xGJSE6jPtAiIiKAtfDSS3DDDVCxIsTEKHkWkbQpgRYRkXzv6FGnv/OQIc6tuVesgMqVvY5KRHIqJdAiIpKv7doFTZvCRx/BqFEwbZpze24RkfSoD7SIiORby5dDly5w5AjMng0dOngdkYjkBmqBFhGRfMcX7WP8eKePc8mSsHq1kmcROX1qgRYRkXwlMRFGPFwGYqBNG/j4Y7jgAq+jEpHcRC3QIiKSb+zZA61aATEDGTIEPv9cybOIZJ0SaBERyRfueuctLq7yG4uXH4Ube/JicUPBUQZftM/r0EQkl1EXDhERyfOmTYMPBt9F+Yvg0/lQ//PJ2OHW67BEJJfK1hZoY0xbY8yPxphtxphH0yivaIxZZIxZZ4zZYIy5ITvjERGR/CUpCR5/HG66CerWdW6OEhnpdVQikttlWwJtjAkBXgeuB2oAPYwxNVLN9iQwzVpbB7gZeCO74hERkfzlwAHo2BGefRbuuAMWLoRLLnHKhjcb7m1wIpKrZWcLdANgm7X2F2vtcWAK0DHVPBYo5T4vDfyRjfGIiEg+sXUrXH01fPUVvPEGvP02FC78b7kvyudZbCKS+xlrs6cPmDGmK9DWWtvfne4FXG2tHRgwz6XA18AFQHHgOmvt2jTWdSdwJ0C5cuXqTZkyJVtizkx8fDwlSpTwZNt5keoz+FSnwaX6DL5zUaerV1/IU0/VoGDBZHy+jdSufSBbt+clnaPBpzoNrtxen82bN19rrT2l45fXFxH2ACZaa/9njGkETDLG1LTWJgfOZK0dB4wDiIyMtFFRUec+UiA6Ohqvtp0XqT6DT3UaXKrP4MvOOrUWXnwRHnsMatWCWbOgUqU62bKtnELnaPCpToMrr9Zndnbh+B2oEDBd3n0t0O3ANABr7UqgKFAmG2MSEZE86MgR6NkTHnkEunWDZcugUiWvoxKRvCo7E+gYoIoxprIxpjDORYJzUs2zA2gJYIypjpNA78nGmEREJI/ZsQOuuQamTIFnnnH+Fi/udVQikpdlWxcOa+0JY8xA4CsgBHjPWrvRGDMSiLXWzgEeBMYbYx7AuaCwr82uTtkiIpLnLF0KXbrAsWPw2WfQrp3XEYlIfpCtfaCttfOAealeGxbwfBPQJDtjEBGRvOntt2HgQPjPf2D2bLjqKq8jEpH8QrfyFhGRXOX4cbj7brjrLmjVClavVvIsIueWEmgREck1/v4bWraEt96CRx91um2cf77XUYlIfuP1MHYiIiKn5dtvoVMn2LsXJk+GHj28jkhE8iu1QIuISI738cfOSBvgDFGn5FlEvKQEWkREcqykJKerxi23QGQkxMZC3bpeRyUi+Z26cIiISI70zz9O4vzFF84Fg6NHQ+HCXkclIqIEWkREcqAtW6BjR/jlF+eCwQEDvI5IRORfSqBFRCRHmTvXuS13kSKwcCE0bep1RCIiJ1MfaBERyRGshWefhQ4d4Mornf7OSp5FJCdSC7SIiHju8GG4/XaYOtUZYeOdd+C887yOSkQkbUqgRUTEU7/95ozvgvAc1AAAIABJREFU/N138MIL8NBDYIzXUYmIpE8JtIiIeGbxYujaFRIT4fPP4frrvY5IRCRz6gMtIiLnnLXwxhtw3XVQpgysWaPkWURyDyXQIiLy/+zdd1zW5f7H8dd1s4eAbFBEVIYMJcNRntLMdkezZVamLfN36tRpj1OB7TqN0x62LMtRmtqeWh23oggiLoYbRBSZMu7r98eXyoaKys3FDZ/n48HjxH1/hTf3UXl7cX0/V6uqq7PG0t14I5x1FixZAnFxplMJIUTzSYEWQgjRal7Nms2wYTB5Mtx3H8ydC/7+plMJIcTROeweaKXUScCVwClABFAD5ACfA1O11uUOTyiEEKJdWLECZj54J94N1rSNSy81nUgIIY7NIVeglVJfAtcBXwNnYxXoROB+wBOYq5Qa0RohhRBCOLepU5tmOqtGFi6U8iyEcG6H28IxVmt9rdZ6ntZ6h9a6QWtdqbXO1Fo/o7UeCixqpZxCCCGcUGMjnHzZQsaOhdqwH2FCf06Yq1CTFBkLMkzHE0KIY3LILRxa69KD31dK+R18vda67I/XCCGEEL/Yu9c6FGXx14O58UZ47rkhuD9Wik7XpqMJIcRxOeIcaKXUDcAkoBb45W89DfRwYC4hhBBOLDcXRo60DkmZPBmuu850IiGEaDnNOUjlDiBZVpuFEEI0x6efwhVXWEdxz58Pgwf/9ty46HHmggkhRAtpzhi7zUC1o4MIIYRwblrDI49YK8/x8dbUjYPLM8D47uONZBNCiJbUnBXoe4FFSqmlwIFfHtRa3+ywVEIIIZxKZSVcfTV8/DFceSW88QZ4eZlOJYQQjtGcFejXgR+AJcDKg96EEEI4i4wMh33oggJrpXn2bHj6aXjvvUOX5+7vvuuwHEII0VqaswLtprW+zeFJhBBCOM6kSQ4p0fPnwyWXWOPqvvjCOpr7cLpPmQJSooUQTq45BfpLpdQE4FN+v4WjzGGphBBCtBi7vY5GP6C+DFCAQin1638f7ftKKbSGl16CW2+FuDiYNw969TLx1QkhROtrToEe0/S/9x70mIyxE0KINsZur6emZiNVVWuttxUzqa5eR3VXYC6wMKhFP19SkuKbbxQ2m2L7duvtLwt4fT3qQD1o8HgHfNIVPvngO2A0Ptc9jqdnNEo1Z0ehEEK0DUcs0FrrmNYIIoQQonns9gZqajZRXb32t7JctZaamg1oXd90lcKrW0+8vUcS7JOE+52PwfPPAxqtNdY6iG56337Qf//xud+/X1GhmTlTs3275pRTNKeeqlHq0Ncf/L7WdmpXP0/FOTHsri0AZsDSGbi4+OLjk4yPT8qvb76+Kbi5tWzhF0KIlnLIAq2U+pvW+n+Hed4P6Ka1znFIMiGE6OC0bqSmJp+qqrW/K8vV1XloXffrdZ6eMfj4JBEUdD4+Pkn4+CTh7Z2Ai4v3bx9s9mMw6/iGJy1bBqNGwb59MGUKXHzxMXyQ+5+Hf+fT0FDR9PVkU1W1hsrKbHbvnsXOnZN/vdTdPfLXMv1Lsfb27o2Li+dxfR1CCHG8DrcCfZFS6ingK6ypG7sBT6AXcBoQDdzu8IRCCNHOaW2ntrawqVDm/FqYq6vzsNtrf73Ow6MbPj5JBAaeiY9PMt7eSfj49MbFxefInyQ9/bgyvvceTJgAERGweDH06XNsH6dw3Di6A66unfD3H4S//6Bfn9NaU1e3k6qqbCors38t19u2LUDrX27BccHbO+53K9U+Pil4enY/um0gGRkOnUwihGjfDlmgtda3KqUCgYuAS4AIoAZYB7x+uNVpIYQQTQ4qalZR3vKnrRfV1euw2387r8rDoyve3klERg47aEU5EVfXTseX4xg0NMBdd8Fzz8Fpp8HMmRAcfOwxCsePp/shnlNK4eERiYdHJIGBv43zsLasbGwq1Fa5rqhYwe7dM3+95qi3gThoKokQomM47B5orXWZUuptrfXkw10nhBDi97TWVFauZl/uJKrytjQV5VwaGyt/vcbdPQIfnyQiIq7/XVF2cwswmPw3ZWUwejR89x3cfLM149nNrfVz2Gyu+Pj0xsenN3Dpr4//fhuI9bZ79+w/bAOJwMenz5+3gbT+lyGEaEeaM4Vjo1JqFvC21nqdowMJIYQzq6zMYffuGZSUzKCmZiP8A9z2fI6PTxLh4eObtl1Yb25ugabjHtLatTBiBGzbBm+9BddcYzrRnx16G8iuppXqNb8W623bXvx1G4hqgICnIOxsRfDP4HpnuqxGCyGOSnMKdF/gMuAtZW0wexuYrrXe79BkQgjhJKqrN1BSMoOSkulUV+eCVgSs0kTNh6CF4LG3BCiB9FMhY6LpuEc0Zw6MHQu+vrBgAZx0kulEzWdtA4nAwyOCwMAzf338l8klVVVN2z9KniLvHlD3ehAUlE1oyccEBZ2Hi4ucPy6EOLLmjLGrACYDk5VSQ4APgeeUUh8DD2utNzk4oxBCtDk1NQXs3j2TkpLpVFauBsDf/xRiY18iOPgiPE4Lh9sApUBrs2GbyW6HRx6x7jccMMA6mrtLF9OpWoa1DSQBH58EQkMvoUevp9i/bzElJdMoKZlBaelsXFw6ERw8itDQMXTuPBybrTlrTEKIjuiIfzsopVyA84Crge7AM8AHwCnAF0CcA/MJIUSbUVu7rak0z6CiYhkAnToNpGfPZwkJuQRPz66GEx67ykoYN84qzVddBa+/Dp7teFqcSk//dftHr17PsnfvfEpKprF79yyKi9/DzS2EkJBLCA0dg7//yXLQixDid5q1BxqYD/xHa73ooMc/Vkqd6phYQgjRNhw4sIvduz9m9+4ZlJdbw4d8fU+gR48nCQm5FC+v7of/AMc5Pq415OfDyJGQm2tN27jlFmvhvF07aM+zUi4EBg4nMHA4cXGvUFb2FcXFH7Jr1zvs2PEKHh7dCA29jNDQMfj69m06ZVEI0ZE1p0D30VpX/tUTWuvjm8ovhBBtUF1dKaWls4HXWLw4C7Dj7Z1E9+4PExp6Kd7eR/GDtzZ+c9r338Oll1q7TL7+GoYPN53ILJvNg+DgkQQHj6ShoYI9e+ZRXPwh27Y9y9atT+HtnUBo6BhCQ8fg7R1rOq4QwpDm7IH+y/IshBDtSX39PkpL51BSMp29e78DGoEooqP/TWjoaHx8kkxHbFFawwsvwO23Q0ICzJ0LPXuaTtW2uLp2IizsCsLCrmj6R9UsiounUViYQWFhOp06pTWV6dF4eLSTzeJCiGaROySEEB3WLyuMJSUzKCv7Gq3r8PTsTlTUHYSGjmblyn3ExJxmOmaLq62FiROt47gvuMA6ZbDTcZzR0hG4uwcTGXkDkZE3NO2Fn0Fx8TQ2b76dzZvvICBgCKGhYwgJuejQh7cIIdqN5txEGKO1LjjSY0II4QwaG6vZs+fzptL8OXZ7Le7uXejS5SZCQ0fTqVP/g/a4LjAZ1SF27IBRo2DZMmt3yQMPgE3ujzsqnp5diYq6naio25tGGE6juHgaGzbcwMaNNxIYeDahoWMIChqBq6uv6bhCCAdozgr0LKDfHx77GDix5eMIIUQLOegIbbv9AGVlX1FSMp3S0k+x26twcwsjIuI6QkJGd5gpC0uWwIUXwv791rSNUaNMJ3J+3t5xdO+eTnT0g1RWrqak5ENKSqazZ89n2GzeBAX9nbCwywkMPAubzcN0XCFECzlkgVZKJQBJgL9S6sKDnvID2vFwIyFEe2B/ZBJ7/zmwqTTPobFxP66uQYSFXUFo6GgCAoZgTensGEbePYev/nsBXbtaNwumpJhO1L4opejU6QQ6dbImtJSXL2wq0x+xe/cMXF0DCA6+iLCwMQQEDO1Qv/eEaI8OtwIdD5wPBAB/P+jxCuB6R4YSQohjVV+/j23bnmX7LGjIPhcXF39CQi4kNPQyAgKGYbO5mY7Yqhoa4I47YN7zFzB8OMyYAYFt9wTxdkEpGwEBpxAQcAq9er3A3r3fNc2YnsGuXW/h7h5OSMhowuZV4Xf7ZNNxhRDH4JAFWms9F5irlDpJa724FTMJIcRRa2ioYPt7I9kaMp+GThC8BsK/hMAV5djui4aMs0xHbHV79lgj6n74ARj4X7788l+4yq3jrcpmcyMo6ByCgs45aP/9NHbseJXtJ9YRsLqAHj0exc9voOmoQoij0JxNf3uUUt8rpXIAlFJ9lFL3OziXEEI0S2NjNVu2PM3SpT0o6DEf/+5/58QTV5H8IAQv0tjqdJufxewI2dnQK2UvP/xYCxeMg3Nuxe1RhZqkyFiQYTpeh+Ti4k1o6CUkJ8/m5JOL6fkyVFWtITNzENnZI6isXGM6ohCimZpToCcD9wL1AFrrNcBljgwlhBBH0thYy7ZtL7B0aU/y8+/E17cf/fotJSVlHp06pZqOZ9SsWXDSSeBFZ5Ys9ER/MgUAna7R6ZqMoRlmA3ZkGRmgFG7unYn6GAYO303Mm7Cv+BtWrEglN3cM1dUbTKcUQhxBcwq0t9Z62R8ea3BEGCGEOBK7vY4dO15n2bJYNm26BS+veFJTf6Zv36/x8xvw24VOcIR2S7PbrS/74oshORlWrICBsjOgbcnIsE6x0RoA1xpN9FTNoCE76dbtHkpL57FsWSJ5eddRW7vFbFYhxCE1ZzdcqVKqJ6ABlFIXAzsdmkoIIf7Abm+guHgqRUUPUVtbgJ/fSSQkvEtAwLCD5jYfpINt26iogLFjrRMFr74aXnkFPA+al5Q+pOP9g8KZuLl1pkePx+ja9RaKih5jx47XKC5+n8jIiURH34e7e5jpiEKIgzSnQN8IvAEkKKW2AwXAFQ5NJYQQTbS2U1Iyg8LCDGpqNuDr24+UlJcIDDznr4tzB7RpE4wcCevXW8dz33QT/PGlkW0bbdBf/JTE3T2M2NjniYq6naKih9m+/WV27nyTrl1vISrqTtzcOhsIKoT4oyMWaK11PjBcKeUD2LTWFY6PJYTo6LTWlJZ+QkHBg1RXr8XHJ5mkpE8IDh4pxfkg33wDo0dbpwl+8w0MG2Y6kWi2w/yUxNOzG/Hxk4mKuovCwnS2bHmc7dtfoVu3O+nS5RY54VAIw5p99JbWukrKsxDC0azi/BkrV57I2rUXoXUDiYnTSUvLIiTkAinPTbSGZ5+Fc86BqChYvlzKc3vk7R1LYuKHpKVlERAwhIKC+1m6tAdbt/6XxsZa0/GE6LBkIqgQok3QWrN373cUFDxARcVSPD17kJAwhdDQy7HZ5K+qg9XUwA03wPvvw0UXwbvvgq8sSLZrvr59SEmZS3n5EgoK7mfz5lvZtu0Z4FLs9sEd7oAgIUxr9gq0EEI4yr59P7F69VDWrDmTurodxMVNZsCAPMLDr5Ly/Afbt8OQIVZ5fughmDlTynNH4u8/iNTU7+jb93s8PLoCz7JsWW+Kiz9A60bT8YToMI74nUkpFQoMBiKBGiAHWKG1tjs4mxCinSsvX0Jh4QPs3fsd7u4RxMa+RETEddhsHqajtUmLFlkrzpWVMGeOdeOg6Jg6dx5GQMAifvzxCVxcprNu3ZVs2fIE3bs/LPcJCNEKDrkCrZQ6TSn1NfA5cA4QASQC9wPZSqlJSim/1okphGhPKioyWbPmfFatOonKytX07PkMAwdupkuXG6U8H8Jbb8HQoeDjA0uWSHkWNJXkk0hLW0Vi4nTs9jrWrh1FZuZAysq+RTfNmhZCtLzDrUCfC1yvtf7TJHellCtwPnAGMMtB2YQQ7UxlZQ6FhemUls7G1bUzMTGP0aXLP2WiwGHU18Ntt8FLL8EZZ8D06RAYaDqVaEuUshEaOprg4IsoLn6PwsJJrFlzJv7+Q+jR41H8/QebjihEu3PIAq21vvMwzzUAcxySSAjR7lRXr6ewMIOSkhm4uHQiOjqdqKhbcXX1Nx2tTSsthUsugQUL4Pbb4YknwFW2hItDsNlciYi4hrCwK9ix4w2Kih5l1aq/ERh4LjExj9Cp0wmmIwrRbhzxJkKlVIBS6mal1LNKqRd+eWuNcEIIJ9U037amJp9168azbFkipaXz6NbtHgYNKiAmJkPK8xFkZUFaGixebN0w+PTTUp5F89hsHnTt+k8GDdpMTMzj7N+/mJUr+7F27aVUVeX9+Rd0sFM7hWgJzZnC8QXQHcgGVh70JoQQf6n2lUmsX38Dy5bFs3v3DLp2/ReDBhXQo8djuLnJ/oMj+egjOPlkaGiAn3+GK680nUg4IxcXH6Kj72HgwHyio++nrOxLli9PIi/vampqCn+7cNIkYxmFcFbNWc/w1Frf5vAkQginV1+/j8LCdHZMBXa9Q0TEDURH34eHR6TpaE7BbocHH4RHH7UK9KxZEB5uOpVwdm5uAcTEPEyXLjezZcsTbN/+MsXFHxARMYHo6H8jt+0KcfSaswL9vlLqeqVUhFIq8Jc3hycTQjiVsuevYsUnndm+5QXCv4GBo+uJi38Zj8ffMB3NKezfDxdcYJXna6+FH36Q8ixalrt7CL16PcPAgZsI396HnVteZun8SPKvg0YPBUrJdg4hmqk5K9B1wH+AfwO/zMTRQA9HhRJCOI/Gxmry8+9me9/38fKKp1/v9/AbPtA6a1o0y8aN1li6DRusaRv/+IfVZYRwBE/PrsRfvoJuNZspKEhnyxUfUHp9Ar17T6VTpxNNxxPCKTRnBfp2oJfWurvWOqbpTcqzEILy8iWsWHEC27e/RJcut5CWtgo/vwGmYzmVr76CAQNg92747ju48UYpz6J1eHn1JDFxKn3ugIaG/WRmDqKw8BHs9gbT0YRo85pToDcB1Y4OIoRwHnZ7Hfn597Nq1WDs9lr69v2e2Nj/4uLiZV2Qnm42oBPQGv7zHzjvPIiOhuXLrYNShGhtgeen079/NiEhF1NY+ACrV59CdfVG07GEaNOaU6CrgNVKqdePdoydUupspdR6pdQmpdQ9h7jmUqVUrlJqrVLqw6MJL4RofZWV2WRmDmTLlkcJDx9H//5r6Nx52O8vkn2Uh1VTY03WuOsu62juhQuhe3fTqUSHlZGBm1sgiYnT6N37Q6qr81ixIpUdO16X0wyFOITm7IGewzEcmqKUcgFexjqtcBuwXCk1T2ude9A1scC9wGCt9V6lVOjRfh4hROvQupGtW5+hoOABXF0DSE6eQ3CwnCd9tLZuhVGjIDPTumHw3ntly4ZoO8LCxuDvfwrr11/Nhg0TKS2dR3z8m3h4RJiOJkSbcsQCrbWecowfewCwSWudD6CUmg6MBHIPuuZ64GWt9d6mz1VyjJ9LCOFANTWbWbduHPv3LyQ4+ELi4l7D3T3EdCyn87//WSvONTUwbx6cf77pREL8madnV/r0+Zrt218mP/8uli9PIT7+dUJCLjIdTYg2Qx3qxzNKqU+BN4CvtNb1f3iuBzAeKNRav32IX38xcLbW+rqm98cCA7XWNx10zRxgAzAYcAEytNZf/cXHmgBMAAgLCztx+vTpR/lltozKykp8fX2NfO72SF7Pltfyr6kGPgVexfojegswHOgYS6Yt+Xp+9lkEzz8fS3h4LY88kkN0dMe8tUT+3Lcsx7+eW4BHsb5Vnwn8E2jf///J79GW5eyv52mnnbZSa532x8cPtwJ9PXAb8F+lVBmwG/AEYrBuLHxJaz33OHO5ArHAUKAr8JNSKkVrve/gi7TWb2CVedLS0vRQQ3faLFiwAFOfuz2S17PlteRreuDAdtavv46ysq/o3Hk48fFv4+kZ1SIf21m0xOtZVwf/+he8+iqcfTZMm+ZNQEDHnVQif+5bVmu8nnb7GIqKHqGo6FE8PPJISJhC586O/Zwmye/RltVeX89DFmit9S7gLuAupVR3IAKoATZorZuzdLIdOPi7bdemxw62DVjatMJdoJTagFWolzf3CxBCtLzi4uls3PgP7PZaYmNfIjLy/1CqOfcci4Pt3g39hxdStKY7d90Fjz0GLi6mUwlxdGw2N2JiJhEYeA55eWPJyhpG1663EhPzKC4unqbjCWHEEb8jKqUStdaFWuvFWuvVWutqpdTQZnzs5UCsUipGKeUOXAbM+8M1c7BWn1FKBQNxQP7RfAFCiJZTX7+HtWtHs27dGLy940lLW02XLjdKeT4Gq1ZBWhoU5YbxwQfw5JNSnoVz8/cfRFraaiIjJ7Jt27OsXJlGRcVq07GEMKI53xVnKqXuVhYvpdSLwONH+kVa6wbgJuBrYB0wU2u9Vin1kFJqRNNlXwN7lFK5wHzgTq31nmP7UoQQx2PPni9YvjyZ0tJPiIl5lNTUn/H2jjMdyynNmAGDB4PdDlzzNy6/3HQiIVqGi4sPcXGvkJLyBQ0Ne8jMHEBR0RNo3Wg6mhCtqjkFeiDWVoxFWKvKO7Bu+jsirfUXWus4rXVPrfWjTY89qLWe1/TfWmt9m9Y6UWudorU2c3egEB1YQ0MF69dPIDv7PNzcgunXbxnR0fdhszVnyqU4WGOjNZbussugJuRntl0WBpGZqEkKNUmRsSDDdEQhWkRQ0DmkpWUTFDSCgoJ7WbVqCDU18gNk0XE05ztkPdbeZy+smwgLtNZ2h6YSQrSKfft+Ii9vPLW1hURF3U1MzCRsNg/TsZxSeTlcfjl88QVMmAAvvngK7u7FqEkKnS6HUYj2x909mKSkjygunsrGjTexYkVfevX6L+Hh16BkuLlo55qzAr0cq0D3B04BxiilPnJoKiGEQzU21rJp0x2sXj0UsHHCCT/Ts+cTUp6P0fr1MHAgfPONNW3j9dfB3d10KiEcTylFePhY+vfPplOnNNavv46cnJHU1RWbjiaEQzWnQF/btO2iXmu9U2s9kj/fDCiEcBIVFZmsXHki27Y9Q2TkDaSlrcbfv1m7ssRf+OILGDAAysrg++9h4sTfP58+JN1MMCFakadnN/r2/Z6ePZ+lrOwbli9PobT0eCfdCtF2HbFAa61X/MVj7zsmjhDCUez2BgoLHyYzcyANDftISfmSuLhXcXV13gH3JmltTdY4/3zo0QOWL4dTT/3zdRlDM1o9mxAmKGUjKupWTjxxBe7ukeTkXEBe3rU0NFSYjiZEi5PZVEJ0AFVVeaxadTKFhQ8SEnIp/fvnEBR0tulYTqu62trvfM89cOmlsHAhREebTiVE2+Drm8yJJy6jW7d72bXrXVas6Mu+ff8zHUuIFiUFWoh2TGs727a9wMqVJ1BTs5nExJkkJn6Am1tn09Gc1pYt8Le/WaPqnngCpk0Db2/TqYRoW2w2d3r0eIwTTvgJUKxefSqbN9+D3X7AdDQhWoTMqRKinaqtLSIv72r27ZtPYOB5xMdPxsMjwnQsp/bTT3DxxXDgAHz2GZx7rulEQrRt/v6DSUtbzebNt7N165OUlX1J795T8fVNMR1NiOMiK9BCtDNaa3bufJfly1OoqFhOfPybpKR8KuX5OL32Gpx+OgQGwrJlUp6FaC5X107Ex79BcvI86up2sXJlGlu2PC2HrwinJgVaiHYkavqr5OSMYv36q/H1PYG0tDVERFwrM1mPQ12dNVnj//4PzjwTli6F+HjTqYRwPsHBf2+6/+Jc8vPvZPXq06mtLfrtgowMY9mEOFpSoIVoJ3bvnsOus2dSVvYVPXs+Q2rqfLy8YkzHcmplZW6cfro11/nee2HePPD3N51KCOfl7h5CUtJs4uPfprIyk+XLU9i1awpaa5g0yXQ8IZpN9kAL4eS01hQWTqKoaBK+JZB6RiY+PommYzm9lSth4sQTqay0bhS87DLTiYRoH5RSRERcTUDAUPLyxpGXN57S0nnE+YGcPySchaxAC+HE7PYD5M1IpahoEuFfQr8bwcc3CZSSH4cehw8/tCZt2GzWiDopz0K0PC+vGFLnDqXH67Bn52xWTobKnkr+/hJOQQq0EE6qvn4PWVlnUBy+hpiYR4l/wo6tAeuED63lG9AxaGyEu++GK66A/v3h1VdXcsIJplMJ0X6pjIfoNk3Tb9BKtIJV73aibM9X8veXaPOkQAvhhKqrN5KZeRL79y8jMXE60dH3yY2Cx2nvXutUwaeesm4Y/O476Ny53nQsITqETp360e8f4OkZw5o157Fjx2TTkYQ4LCnQQjiZfft+JjNzEA0Ne0lN/YHQ0NG/Plc4bpzBZM5r3ToYOBC+/966YfCVV8BdNmMK0ao8b0znhBN+JjDwDDZsmEB+/r1obTcdS4i/JAVaCCdSXPwBWVnDcXMLoV+/Jfj7n/y75wvHjzcTzIl99plVnsvL4YcfYMIE04mE6KAyMnB19SM5+VMiIiawZcsT5OZeTmNjrelkQvyJFGghnIA1aeMh1q27En//k+nXbzFeXj1Nx3JqWsNjj8GIERAbCytWWDcOCiHMstlciYt7jR49nmT37hlkZQ2nrq7UdCwhfkcKtBBtnN1+gLy8cRQWphMWNo4+fb7Gza2z6VhOraoKRo+Gf/8bxoyB//0PoqJMpxJC/EIpRbdud5GYOIOKihWsWnUS1dUbTccS4ldSoIVow+rry8jKOpPi4veJiXmEhIR3sNlkc+7xKCyEwYPh44+tGwanTgUvL9OphBB/JTT0UlJTf6C+fi+ZmSdRXr7QdCQhACnQQrRZ1dWbyMwcxP79S+jd+0Oio/8tkzaO04IF1ni6wkL44gu4805r5KwQou2ytq0twc0tkNWrT6ekZKbpSEJIgRaiLdq3739kZg6ivr6M1NQfCAsbYzqSU9MaXn4Zhg+H4GBYtgzOPtt0KiFEc3l796Jfv8X4+fUnN3c0W7Y8aR3/LYQhUqCFaGOKi6eRlXU6bm5BTZM2BpuO5NQOHLAma9x0E5xzDixdCnFxplMJIY6Wm1sQffp8S2joZeTn38OGDROx2xtMxxIdlBRoIdoIa9LGw6xbdzl+foPo128x3t69TMdyWhkLMti1C4YNgzfftG4YnDsX/PxMJxNCHCsXF0969/6Abt3uZefON8jOPp+Ghv2mY4kOSAq0EG2A3V5HXt54CgsfJCxsLH37foObW6DpWE5t0oefk5YGq1fDzJnwyCNg6Pq/AAAgAElEQVRgk7/xhHB6Stno0eMx4uIms3fvd6xadQq1tdtMxxIdjHw7EcKw+voy1qw5i+Li9+je/SESEqZgs3mYjuXUpk4F3v4ZV1dYtAguucR0IiFES4uMvI4+fb6gtraAzMyBVFSsNh1JdCBSoIUwqKZmc9NopkX07j2V7t0fkEkbx+HB7x9Cnfw0Y8cCUYspujSE1DmKjAUZpqMJIRwgMPBMTjjhfyhlY/XqU9iz50vTkUQH4Wo6gBAdVXn5QnJyLkBrTd++3xEQcIrpSE5t715Y+tSDsNi6YfClzmeiH6o3HUsI4WC+vn3o128p2dnnk539d+LiXiYy8gbTsUQ7JyvQQhhQXDyd1atPx9W1M/36LZbyfJxyc2HAAJg/HyZPhhdfBFzk7nwhOgoPj0hSU38iMPAsNmyYyObNd6O13XQs0Y5JgRaiFWmtKSp6lHXrxuDnN6Bp0kas6VhObe5cGDgQKiqsg1Kuu856PH1IutFcQojW5erqS3LyXCIj/4+tW58iN/cyGhtrTMcS7ZQUaCFaid1ex/r111BQcD9hYVfSt++3uLkFmY7ltOx2ePhhuOACSEiAFSvg5JN/ez5jaIaxbEIIM2w2V2JjX6Znz6fZvftjsrJOp65ut+lYoh2SAi1EK6iv38uaNWeza9e7dO+eQULCezJp4zhUVsKll8KDD8KVV8JPP0HXrqZTCSHaAqUUUVG3k5T0EZWVq8jMPInq6g2mY4l2Rgq0EA5WU5PPqlUnU17+PxIS3qd793SZtHEcCgqsleZPPoFnnoH33gMvL9OphBBtTUjIRfTtO5/Gxv1kZp7Evn3/Mx1JtCNSoIVwoPLyRWRmDqSuroS+fb8jPPxK05Gc2g8/QFoabNsGX30Ft90G8m8RIcSh+Ptbp7q6uQWTlXU6xcXTTEcS7YQUaCEcpKRkBqtXD8PVNaBp0sappiM5La2tyRpnngnh4bBsGZxxhulUQghn4OXVk379FuPnN5B16y6nqOhxtNamYwknJwVaiBZmTdp4jNzcy/Dz688JJyzG2zvOdCyndeAAXHst3HwznH8+LFkCvXqZTiWEcCZuboH07fstoaGXU1BwH+vXX4/dLnPixbGTg1SEaEF2ex0bNkxk1653CA29goSEt+RmweOwcydceKFVmh98ENLTwSb/7BdCHAObzYPevafi5dWDoqJHOHBgC0lJH+Hq6m86mnBCUqCFaCH19XtZu/Zi9u37gejodLlZ8DgtWwajRkF5OXz8MVx0kelEQghnp5QiJuZhPD1j2LDhBlatOoWUlM/x9IwyHU04GVnLEaIF1DxxS9OkjZ9JSJhCTEyGlOfjMGUKnHoqeHjA4sVSnoUQLSsi4hpSUr6ktraIzMyBVFRkmo4knIwUaCGOU3n5EjLjX6Curpi+fb8lPPwq05GcVkMD3HorjB8PgwfD8uWQkmI6lRCiPQoMHM4JJyxEKTdWrTqVPXs+B6D7u++aDSacghRoIY5DeflCsrKG41JN06SNIaYjOa09e+Dss+G//4VbboGvv4YgOahRCOFAvr7J9Ou3BG/veLKzR7B9+yt0nzLFdCzhBKRAC3GM9j9zPWv+9zc8Cqs44Z/g7ZNgDSXOyDAdzenk5MCAAfDzz/D221aJdpU7NIQQrcDDI4LU1B8JCjqPjRtvJP9aZMydOCIp0EIcg4qKVawZ+DFuQT1IHb0Nj71Yw4q1lgJ9lD75BAYNgpoa+PFHuPpq04mEEB2N6yNPk5z6KRGfwpYroWi8TRZExGFJgRbiKFVWZpOVdQYuLn6kpv6Ah0cX05Gckt0OkyZZY+qSkmDFCqtICyFEq8vIQDVq4p5uJPxLKLwathQ9KQVaHJIUaCGOQlVVHllZw7HZPEhN/QFPz2jrifR0s8GcTEWFNVkjIwPGjbNWniMjTacSQnR0StmIfxpCQy8jP/9utm170XQk0UbJLkMhmqm6ehNZWcMARWrqD3h59fztSVmlaLbNm2HkSMjLs/Y633yz9ZNSIYRoC4rGjiMhYTJ2ey2bNt2MzeZFZOR1pmOJNkZWoIVohpqaQrKyhqF1Pamp3+PtHW86klP67jvo3x927ICvvrKmbUh5FkK0JYXjx2OzuZGYOJ3AwLPZsGECu3ZNNR1LtDFSoIU4gtrarWRlDaOxsZI+fb7FxyfJdCSnozU89xycdRZ06WLNdx4+3HQqIYQ4NJvNg6Sk2QQEDCUvbxwlJR+bjiTaECnQQhzGgQM7yco6nfr6PfTp8zWdOqWajuR0amutg1Fuu83aurF4MfTsecRfJoQQxrm4eJGcPA8/v5NYt24MpaWfmY4k2ggp0EIcQl1dCVlZp3PgwA769PkSP7/+piM5ne3bYcgQeO89a+LGxx+Dr6/pVEII0Xyurr706fM5vr6prF17EWVl35qOJNoAKdBC/IX6+j1kZQ2ntraQPn0+x9//ZNORnM7ixZCWBrm51qznBx8Em/yNI4RwQq6u/vTp8zXe3gnk5Ixk376fTEcShsm3MyH+oL5+H1lZZ1FdvYHk5HlyPPcxeOcdGDoUvL2tIn3BBaYTCSHE8XFzC6Rv32/x9OxOdvZ5lJcvMR1JGCQFWoiDNDRUkJ19DlVVa0hOnk1goNzpdjTq663JGtdcA6eeat0smJxsOpUQQrQMd/dQ+vb9Dje3MNasOZuKikzTkYQhUqCFaNLYWEV29nns37+cxMSZBAWdazqSUykttaZsvPACMOg5vvwSAgNNpxJCiJbl4RFJaur3uLr6k5V1JpWVOaYjCQOkQAsBNDbWkJ09gvLyhSQmfkhIiOw5OBpr1ljznRctgilTgLNvw1WOaRJCtFOentGkpv6AzeZOVtZwqqs3mI4kWpkUaNHh2e0HWLv2Qvbtm09CwhRCQy81HcmpfPwxnHQS7Kncz4GxAxhXYJ2MoiYp1CRFxoIMswGFEMIBvLx60rfv94Cd1auHUVNTYDqSaEWyRiQ6NLu9jrVrL6Ws7Cvi498kPPxK05Gcht0O6enwyCMwaBDMnu1HRMQywCrPOl0bTiiEEI7l49Obvn2/Y/XqoWRlDSM19Sc8PaNMxxKtQFagRYdltzewbt0V7Nkzj9jYl4mIuNZ0JKexfz+MGmWV52uugQULICLCdCohhGh9vr596NPnG+rry5rODthlOpJoBVKgRYekdSN5eePYvftjevZ8li5d/mE6ktPYuNFacf78c3jxRXjzTfDw+P016UPSzYQTQggD/PzS6NPnSw4c2EFW1nDq6kpNRxIOJgVadDha21m//npKSj4kJuYxoqJuNR3JaXz9NQwYACUl8M03cNNNoNSfr8sYmtHq2YQQwiR//5NJSfmU2trNrFlzBvX1e01HEg4kBVp0KFprNm68kV273iE6Op3o6HtNR3IKWsMzz8C550K3btZ852HDTKcSQoi2pXPn00hK+oSqqlzWrDmHhoYK05GEg0iBFh2G1ppNm25lx47XiIq6m+7dZZtBc9TUwFVXwR13WPueFy6EmBjTqYQQom0KCjqbpKSZVFSsIDv7PBobq0xHEg4gBVp0CFpr8vPvYfv25+na9V/06PE46q/2Hojf2bYNTjkFpk6Fhx+Gjz4CX1/TqYQQom0LDh5JYuIHlJcvJCfnAhoba01HEi1MxtiJDqGwMIOtW58iMvL/6NnzWSnPzbBwIVx0EVRXw9y5MGKE6URCCOE8QkNHY7fXkpc3nrVrLyY5eTY2m7vpWKKFyAq0aPeKih6jqOghwsOvITb2JSnPzTB5Mpx2GnTqBEuWSHkWQohjER4+jtjYVykr+5zc3Mux2xtMRxItxKEFWil1tlJqvVJqk1LqnsNcd5FSSiul0hyZR3Q8W7c+S0HBvwkLu5L4+DdQSv7NeDj19dZkjQkTrAK9bBkkJppOJYQQzqtLl4n07PkcpaWzyMsbj9aNpiOJFuCwLRxKKRfgZeAMYBuwXCk1T2ud+4frOgG3AEsdlUV0TNu3v8zmzbcTEnIJ8fHvYP2WFIeyezdccgn8+CPceSc8/ji4yEsmhBDHLSrqX9jt1RQU/BsXFy/i4l6XBR0n58g90AOATVrrfACl1HRgJJD7h+seBp4E7nRgFtHB7NgxmY0bbyIoaCS9e3+AzSbb/Q9n9WoYORKKi+H99+FKOdFcCCFaVHT0fdjtNRQVPYLN5kmvXi/IlkInprTWjvnASl0MnK21vq7p/bHAQK31TQdd0w/4t9b6IqXUAuAOrfWKv/hYE4AJAGFhYSdOnz7dIZmPpLKyEl8ZQdBiHPd6fo31b7IBwENAx7lp41he0/nzQ3jyyQT8/Op5+OG1xMfL3NJfyJ/5lievacuS17PlOfY11cBrwExgNHAD0L5LtLP/Hj3ttNNWaq3/tMXY2LKcsn528Sww/kjXaq3fAN4ASEtL00OHDnVotkNZsGABpj53e+SI17OkZAa5uU8REDCMlJRPcXHxatGP39YdzWva2AgPPGBt1Tj5ZJg1y4Xw8BMdG9DJyJ/5lievacuS17PlOfo11XooGzcGs2PHK0RHJxATk+Gwz9UWtNffo44s0NuBqIPe79r02C86AcnAgqYfYYQD85RSI/5qFVqII9m9+xNyc6/A338wKSlzO1x5Phrl5XDFFfD553DddfDSS+DhYTqVEEK0f0opYmNfbNrOMQkXFy+6dbvbdCxxlBxZoJcDsUqpGKzifBlw+S9Paq3LgeBf3j/cFg4hjqS09DNyc0fj59eflJTPcXHxMR2pzVq/3trvvHkzvPwy/N//gWzDE0KI1qOUjfj4ydjtteTn34PN5kXXrjebjiWOgsMKtNa6QSl1E9aGVBfgba31WqXUQ8AKrfU8R31u0bGUlX3D2rUX4ePTh5SUL3F17WQ6Upv15ZcwZgy4ucF338GQIaYTCSFEx6SUCwkJU7Dba9m06RZsNk8iIyeYjiWayaF7oLXWXwBf/OGxBw9x7VBHZhHt097/jien3wy8vRPo2/cb3NwCTEdqk7SG//wH7rkH+vSxThaMjjadSgghOjabzY3ExGnk5Ixiw4aJ2GxehIePNR1LNIMMIRROq7x8EdnxU/D07EHfvt/h5hZoOlKbVF1t7Xe++25rzvPChVKehRCirbDZPEhKmkVAwGnk5Y2npOQj64mMDKO5xOFJgRZOqaYmn+zsEXiUQt++3+PuHmI6Upu0ZQv87W8wfTo89pj1vz6yPVwIIdoUFxcvUlLm4e9/MuvWXU5p6TyYNMl0LHEYUqCF02l4+F6yZ/SEsj2k3AsenhHWXXDyr/Xf+flnSEuDTZtg3jy49165WVAIIdoqFxcfUlI+x9f3BNauvYS9/UwnEocjBVo4Fa0byR25hpoYV5JO+R7v7VgbfLWWAn2Q116DYcOgc2dYtgzOP990IiGEEEfi+siz9DltOV75dazNgOquShaI2igp0MKpbN58N2VlX9Cr14t07jzMdJw2p75eMXGiNZrujDNg6VJISDCdSgghRLNkZOC2X5NyWT7YIXtWPPV1e6VAt0FSoIXT2LnzHbZte4YuXW6iS5eJ1oPp6WZDtSHFxXDljeG8/rp1w+Cnn0KADCURQgin4+UVQ3I61NZuJjf3Muz2BtORxB9IgRZOYd++n9mw4QY6dx5Oz57P/faE/KscgMxM6N8fSgq68eGH8MQT4OJiOpUQQohjFXBBOrGxr7B379fk599lOo74AynQos2rqSlg7doL8fSMITFxJjabQ8eXO51p02Dw4KZ3rhnMmDFG4wghhGgJGRlERl5Ply7/ZNu259i5823TicRBpECLNq2hoYKcnBFo3UBKyqe4uXU2HanNaGy0Dka5/HKoDf2ZraNDIXIVapJCTVJkLMgwHVEIIcRx6tnzWTp3Hs6GDRMpL19oOo5oIkt5os3SupF16y6nqmodffp8hbd3nOlIbca+fVZx/vJLmDgRnn/+FNzdS1CTFDpdm44nhBCihdhsriQmziQzcyA5OaM48cTleHrKaVimyQq0aLPy8+9jz57PiI19nsDA4abjtBl5eTBgAHz7Lbz6qvXm7m46lRBCCEdxc+tMcvI87PY6srNH0tBQaTpShycFWrRJu3ZNYevWp4iM/D+6dLnRdJw247PPYOBAawX6hx+s1eeDjYseZyaYEEIIh/LxSSAxcTpVVdnk5V2F1nbTkTo0KdCizSkvX8T69RMICBhGr17Pm47TJmhtHcU9YgT06gUrVsApp/z5uvHdx7d6NiGEEK0jKOhsevZ8mtLSTygszDAdp0OTPdCiTamtLSIn5wI8PbuRlPQRNpub6UjGVVXBNdfAzJkwZgy8+SZ4e5tOJYQQwoSuXf9FVVUORUUP4+OTRGjoaNOROiRZgRZtRkNDJdnZI7Db60hO/hQ3t0DTkYwrKoK//Q0++giefBI++EDKsxBCdGRKKeLiXsHPbzB5eeOpqFhpOlKHJAVatAla28nLG0tVVQ5JSTPx8ZHzp3/8EdLSoKDA2vt8112glOlUQgghTLPZPEhOno2bWyjZ2SM5cGCn6UgdjhRo0SYUFNxPaekcevV6jsDAM03HMUpreOUVGD4cgoJg2TI491zTqYQQQrQl7u6hpKTMo6FhHzk5F9DYWGs6UociBVoYt2vXVLZseZyIiAl06fJP03GMqquDG26AG2+Es86CpUshTsZfCyGE+Au+vn3p3ft9KiqWsWHD9Wgt5wC0FinQwqjy8iWsX38d/v5DiI19EdWB9ygUF8OwYTB5Mtx3H8ydC/7+plMJIYRoy0JCRtG9+8MUF09l69anTMfpMGQKhzComJycW/Dw6EJy8ixsto57GsiKFTBqFOzZA9Onw2i5qVoIIUQzRUf/m6qqHPLz78XbO5Hg4L+bjtTuyQq0MKKxsQq4H7u9hpSUT3FzCzIdyZipU62ZzjYbLFok5VkIIcTRUUqRkPA2vr79WLfuciorc0xHavekQItWp7WddeuuAvJJTJyOj0+i6UhGNDbCnXfC2LHW0dwrVkBqqulUQgghnJGLizcpKXNxcfElJ2cEdXWlpiO1a1KgRasrLEyntHQ2MJGgoHNMxzFi71447zx4+mnrhsHvvoOQENOphBBCODNrS+QcDhzYwdq1F2O315mO1G5JgRatqrh4GkVFjxAefi1wsek4RuTmWivOP/wAb7wBL70EbnLgohBCiBbg5zeQhIS3KC//kY0bb5bJHA4iBVq0mv37l5GXdzX+/qcQF/cK0PEmbnz6KQwaBBUVMH8+XH+96URCCCHam7CwK4iKupudO19nx45XTMdpl6RAi1ZRW7uNnJyReHhEkJTU8SZuaA2PPgojR1pznZcvh8GDTacSQgjRXvXo8ShBQX9n48Zb2Lv3e9Nx2h0p0MLhGhuryckZSWNjJcnJn+Lu3rE2+1ZWwqWXwv33w+WXw88/Q1SU6VRCCCHaM6Vc6N37A7y9E1i79hKqqzeajtSuSIEWDqW1nby88VRWrqJ372n4+iabjtSqCgqslebZs+E//4H33wcvL9OphBBCdASurp1ISZkH2MjJGUFDQ7npSO2GFGjhUIWFD7F790f06PEUwcHnm47TqubPh/79YcsW+OILuOMO6MAHLQohhDDAy6sHycmzqKnZRG7uZWjdaDpSuyAFWjhMSclMioomER5+NVFRt5uO02q0hhdfhDPOgNBQWLYMzjrLdCohhBAdVUDAEGJjX6as7Cs2b77bdJx2QY7yFg6xf/8K8vLG4ec3mLi4V1EdZOn1wAH4xz/g7bfh73+3Thn08zOdSgghREcXGTmBqqpstm17Bh+fZCIixpuO5NRkBVq0uAMHdpCTMxI3tzCSk2djs3mYjtQqdu6E006zyvMDD8CcOVKehRBCtB09ez5HQMDpbNhwA+XlC03HcWpSoEWLamysISfnAhoayklJmYe7e6jpSK3i+lcnk5YGWVnw0Ufw0ENgkz9dQggh2hCbzZWkpJl4enYjJ+dCamu3mI7ktORbvGgxWmvWr7+GiooVJCZ+iK9vH9ORWsX778Ob/xyLuzssWgQXd8wDFoUQQjgBN7dAkpM/xW6vJTt7BA0NlaYjOSUp0KLFFBU9QknJdHr0eJzg4BGm4zhcQwPcfjtcdRUQtZjly6FvX9OphBBCiMPz8UkgMXE6VVXZ5OWNQ2u76UhORwq0aBG7d8+isPBBwsKuIirqLtNxHK6sDOJP2syzzwIDXoCxZxLyskJNUmQsyDAdTwghhDisoKBz6NnzP5SWzqawcJLpOE5HpnCI41ZRkcm6dWPx8zuJuLjX2/3EjbVrYcQI2LatJ2+9BddcczNq0i3odG06mhBCCNFsXbveSlVVDkVFD+Hjk0Ro6KWmIzkNWYEWx+XAgZ1NEzeCSU7+BBcXT9ORHGrOHBg0CKqrYcECuOYa04mEEEKIY6OUIi7uVfz8TiYvbzwVFZmmIzkNKdDimDU21pKTM4r6+jKSk+fh7h5mOpLD2O3WZI1Ro6B3b1ixAk466bfn04ekmwsnhBBCHCObzYPk5Nm4uYWQkzOSAwd2mo7kFKRAi2OiM9JZv/5aKiqW0rv3VDp1SjUdyWEqK+GSSyA93bph8KefoEuX31+TMTTDSDYhhBDieLm7h5GcPJf6+jJyckbR2FhrOlKbJwVaHJMtmx6ipORDYmIeJSRklOk4DpOfb600z5kDzz0H774Lnu17l4oQQogOqFOnVHr3fp+KiqVs2DABreW+nsORAi2OWmnpPAqug9DQK+jW7V7TcRzm+++hf3/Yvh2++gr+9S9o5/dHCiGE6MBCQi6ke/eHKC5+n61b/2M6TpsmBVo0X0YGtaGKvEUj8d0A8akfoGw2yMgwnaxFaQ3PPw9nnQUREbB8OZxxhulUQgghhONFR99PSMil5OffQ2npZ+3ue3xLkTF2otl0+gOsGzkfXZlJ4j8qcalrfz/eqa2FiRNhyhS44AJ47z3o1Ml0KiGEEKJ1KKVISHiHmppNrFt3Of3ersBHSvSfyAq0aLaioscoL/+J2NhX8N5uOk3L27EDhgyxynN6OsyaJeVZCCFEx+Pi4k1y8lxsNg9yH0RuKvwLUqBFs5SXL6SwMIOwsCsJDx9rNcx2ZMkSSEuzDkmZPdv6iZVN/nQIIYToiDIy8PSKIv6OUqp6Qf4tXtZNQLIS/SupCOKI6uv3kpt7OZ6eMcTGvmw92I7+EL3zjrXy7OUFixdbs56FEEKIDisjA7QmeLGmy2zYfjHsKf28XX3vP15SoMVhaa1Zv/566up2kJg4DVdXP9ORWkxDgzVZ45pr4NRTrZsFU1JMpxJCCCHajh6vgY9PH/LyxsshKweRAi0Oa+fOyZSWziIm5jH8/PqbjtNi9uyxpmw8/7xVor/8EgIDTacSQggh2haX+9JJTJxGY2MleXnj0NpuOlKbIAVaHFJV1Vo2bbqFzp3PICrqdtNxWkx2tjXfeeFC62CU554DV5lHI4QQQvxZRgY+Pon06vUce/d+y9atz5pO1CZIgRZ/qbGxhtzcMbi4+JGQ8B5KtY/fKrNmWScL1tbCjz/CuHGmEwkhhBBtX0TEBIKDL6Sg4D4qKlaajmNc+2hFosVt3nwnVVXZJCRMwcMj3HSc42a3w4MPwsUXQ3IyrFgBAweaTiWEEEI4B6UU8fGTcXcPIzd3DA0NlaYjGSUFWvxJaelcdux4ma5dbyco6GzTcY7b/v3WZI2HH4arr4YFCyAy0nQqIYQQwrm4uQXSu/dUamo2sWnTP03HMUoKtPid2tpt5OVdg6/vifTo8ZjpOMdt0yZry8bnn8MLL8Bbb4Gnp+lUQgghhHMKCBhCdPS/2bXrXYqLp5uOY4wUaPErrRtZt+4K7PYDJCZOw2ZzNx3puHzzjXWz4K5d1n//85/WHHghhBBCHLvo6HT8/E5iw4YbqKkpMB3HCCnQ4le/HNUdF/cK3t6xpuMcM63h2WfhnHMgKsra7zxsmOlUQgghRPtgs7nSu/eHgGpaeGswHanVSYEWwG9HdYeGXkFY2FjTcY5ZTY01WeP22619z4sWQUyM6VRCCCFE++Ll1Z34+NfZv38xRUWTTMdpdVKgxUFHdXcnLu4VlJPuc9i2zTpR8P334aGHYOZM8PU1nUoIIYRon0JDRxMefjVFRY+yd+8C03FalRToDq69HNW9aBGkpUFeHsyZAw88ADb53S2EEEI4VK9eL+DlFcu6dVdSX7/HdJxWIxWjg9u5882DjuoeYDrOUctYkMGbb8LQodZq85IlMHKk6VRCCCFEx+Dq6kti4jTq60tYv/46tNamI7UKKdAdWFVVrlMf1V1fD5PuCub66+G002DZMkhKMp1KCCGE6Fg6depHjx6PU1o6hx07Xjcdp1VIge6grKO6L8PFxdcpj+ouLYUzzwSW38Qdd1hzngMDTacSQgghOqauXW+lc+cz2bz5Vqqq1pqO43DO1ZpEi3Hmo7onvvkaIb0KWfBzLYway9O+CrdHFRkLMkxHE0IIITokpWwkJEzBxcWP3NwxNDbWmo7kUK6mA4jW99tR3bcRFHSO6ThH5aOP4P1bJtKlM3zyLQz4Yio6vWPstxJCCCHaMg+PcBIS3iU7+1zy8+8kNvZF05EcxqEr0Eqps5VS65VSm5RS9/zF87cppXKV+v/27jxKqvLO//j7odtmFRAUREEaZBE0LrHjMkaFaBLN5CdJXILEJfmBJCqJSdSMW7RkTFwTnQR/KEQTzRiJGmNQGR2joomKQKKjAjabiIAKKIIgS9P9/P6octIQliqoqltVvl/n1Dm1PHXv53y7uvvbt597n/BKCOHJEELPQuZR86W6P11WS3U3NcEVV8Bpp8HBB6cXR/nMZ5JOJUmSmuvc+US6d/8+ixePYfnyh5OOUzAFa6BDCFXArcCJwEDg9BDCwM2GvQTUxRgPBB4AbihUHn28VPcZzZbqbpl0pKysXJm+ssZPfgLDh8NTT8GemVknVx17VbLhJEnSJnr3vo527Q7m9de/BSxPOk5BFPII9GHA3FSZzMUAABg0SURBVBjj/BjjBmACsMkFxmKMT8cYP8o8nAJ0L2CeT7w337yWlSufoV+/W2nTpl/ScbIyezYccQQ89hiMGQPjx0PLZn1/alAqsWySJOmftWjRkgED7qWpaS1wLTE2JR0p70KhrtcXQjgFOCHGOCLz+Ezg8BjjqK2MHwO8E2O8ZguvjQRGAnTt2vXQCRMmFCTz9qxevZp2Zbu03avA94HPAZcBya82uL16Tp3aidGjB1Jd3UQqNZODD/6giOnKU3l/RkuP9cw/a5pf1jP/rGk+PQrcRLqFOz3hLDtm8ODBf4sx1m3+fEmcRBhCOAOoA47d0usxxnHAOIC6uro4aNCg4oVrZvLkySS1753R0LCC6dPPJoRa6ur+UDKrDW6tnjHCTTfBpZfCpz6VXlmwtvbg4gcsQ+X6GS1V1jP/rGl+Wc/8s6b5E+OxPPPMNEK4k0MOGV6WC7ZtTSGncCwGejR73D3z3CZCCMcDlwMnxRjXFzDPJ1K5LdW9di2ccQb86Edw8snw3HNQW5t0KkmSlKsQAnARNTV7MXPmMDZu/DDpSHlTyAZ6GtA3hNArhFADDAUmNh8QQjgEuJ1087y0gFk+sf6xVPdPSv4vv7fegs9+Fu69F376U/j976Ft26RTSZKkHdeOgQN/x7p1bzBnzvlJh8mbgjXQMcaNwCjgcWAWcF+McUYIYXQI4aTMsBuBdsD9IYSXQwgTt7I57YB/LNV9PD16XJR0nG3661+hrg7mzIGJE9PTN0Ly07QlSdJO6tDhKGprr+Tdd3/LO+/8Z9Jx8qKgc6BjjJOASZs9d2Wz+8cXcv+fZI2N68pmqe5x42DUqPRUjcmTYcCApBNJkqR82mefy1mx4s/MmXMuHTocSevW+yYdaaeUblelnTJ/fvOlurslHWeLGhoC550H3/42HHccTJ1q8yxJUiVq0aKaAQPuIYRqZs4cRlNTQ9KRdooNdAVavnwiixePKemlupcuhYsuOoixY9MnDD7yCHTsmHQqSZJUKK1a7UO/fuP58MOpLFhw5fbfUMJsoCtMeqnub5X0Ut0vvZSe7/z667tyzz1w/fVQVZV0KkmSVGhdupxCt24jWLjwelaseCrpODvMBrqClMNS3RMmwFFHpa/1/ItfvMSwYUknkiRJxdSnzy20adOfWbPOYMOG8lzq2wa6gpTyUt2Njekra5x+Ohx6KEyfDv37r046liRJKrKqqrYMGHAvDQ3vUV//fynUqtiFZANdIVaufI4FC1J06TKMrl3PSjrOJlauhJNOguuug5Ej4cknoWvXpFNJkqSk7LrrwfTufT3vvfcwS5b8v6Tj5MwGugI0NHzAzJnDMpPzx2ZW/ikN9fVw+OHw3/8NY8fC7bdDTU3SqSRJUtK6d7+ATp2+xNy5F7J69atJx8mJDXSZizEye/bIklyqe9IkOOwweP/99FHn73wn6USSJKlUhBDYb79fU13dkZkzT6excW3SkbJmA13m3n77DpYtu59eva6hffvDk44DpE8QvO46+PKXoXdvmDYNjjkm6VSSJKnU1NR0YcCAu/nooxnMm3dh0nGyZgNdxtasmcXcud/LLNV9cdJxAPjoo/SJgpdeCqedBs89Bz17Jp1KkiSVqk6dvkCPHhexZMlYli17KOk4WbGBLlOluFT3m2/CZz8L990H114L994LbdoknUqSJJW6Xr1+Qrt2h1JfP5x16xYlHWe7ku+6tEPSS3W/wn77/aYklup+9tn04ijz5qVXFbzkEiihcxklSVIJa9GihoED76WpaT2zZp1BjI1JR9omG+hyk0o1W6r7B3Tu/KWkEzF2LBx3HHTqBFOnwpeSjyRJkspMmzZ96dt3DCtXPsPChdclHWebbKDLzPpbr84s1X0IvXtfm1iO1OQUGzbAt78N550HX/gCvPgi9O+fWCRJklTm9tzzbLp0Gcobb1zFypUvJB1nq2ygy0iMjcy6jMxS3RMSXar76kfH8rnPwbhx6RMGJ06Ejh0TiyNJkipACIF+/W6jVasezJo1jI0bVyYdaYtsoMtBKgUhsOjr1XxwCPS9dg1t2vZPP5+Av/0NGDedv/89faLgT38KVVWJRJEkSRWmuroDAwb8jnXr3mL27HOJqauSjvRPbKDLQSrF2o/m8sao1nR+Dvac1JS+2HKRG+jU5BTh5GHUHbEWiKw989OcXh9ITS5uDkmSVNk6dDiS2toUS5fey7tTRicd559UJx1A2xdjpL5+JCHsQt9b1hIuL/7lLRob4aNJKXgQjj4a/nJ4HfHGpUXPIUmSPhl69ryUFSv+zOwLnqH9R3Np06ZP0pH+l0egy8A779zJBx88xb773kCr84v/b4wVK9KrCt54I5x7Lvz5z0C7ZUXPIUmSPiFSKUKLagZ84Rn2egRaduqbvj5uQtNXN+cR6BK3fv0S5s69kA4djqFbt3MgVdy/eWbNgiFDYMECuP12GDky/fxVx5befCRJklQhUilIpWgF9AkhPXW1hNhAl7g5c0YR43r69x9f9NUGH34YvvENaN0annoqvcrgx1KDUkXNIkmSVCqcwlHCli37A8uX/5Ha2hRt2vQr2n5jTF9ZY8gQ6NsXpk/ftHmWJEkqmqtK77/eHoEuUQ0NK5g9+3zatfs03btfWLT9rlkD3/oW3H8/DBsG48dDmzZF270kSdKmSmTec3M20CVq3rwLaWhYzoEHPkaLFsX5Mi1YkD7q/OqrcMMNcNFF6fn6kiRJ+gcb6BL0/vt/5p13fs0++1zKrrseXJR9Tp4Mp5wCGzfCpElwwglF2a0kSVLZcQ50iWlsXMPs2efQunU/eva8suD7ixHGjIHjj4c99oCpU22eJUmStsUGusS88caPWbduAf37j6eqqlVB97V+PZxzDnz3u3DiifDii9CveOcqSpIklSUb6BKyatWLLFp0C3vtdS4dOx5T0H298w4MHgx33AGXXw5/+hO0b1/QXUqSJFUE50CXiKamDdTXj6Bly73p3fu6gu5r2jT46lfTKwzedx+cempBdydJklRRPAJdIhYuvI41a16jX7/bqK4u3KHg3/4Wjj4aqqvh+edtniVJknJlA10C1qyZwZtvXkOXLqfTufO/FmQfGzemL0t31llw5JHpo9AHHVSQXUmSJFU0p3AkLMZG6utHUFXVnj59/qMg+3j/fRg6FJ54AkaNgp//HHbZpSC7kiRJqng20AlbvHgMq1ZNYcCA/6SmZo+8b3/GjPTiKAsXplcVHDEi77uQJEn6RLGBTtDatQuYP/8yOnU6kS5dhuV9+3/6E5xxBrRtm14o5V/+Je+7kCRJ+sRxDnRCYozMnj2SEFrQr99thDyumd3UBKNHw1e+AvvtB9On2zxLkiTli0egE/Luu3ezYsUT9O07hlat9snbdlevhrPPhgcfhDPPhNtvh9at87Z5SZKkTzwb6ARs2PAuc+f+gPbtj2Kvvc7N23bnz08fdZ4xI32i4Pe/D3k8sC1JkiRsoBMxZ853aWxcQ//+vyKE/MyiefJJOO00iBEeeww+//m8bFaSJEmbcQ50kS1b9hDLlt1Pbe2VtG27305vL0b4xS/gi1+EPfeEqVNtniVJkgrJBrqIGho+YM6c82jb9kB69PjRTm9v/XoYPhwuuAC+/GWYMgX69MlDUEmSJG2VDXQRzZ//IzZseJf+/e+gRYsdW8kkNTkFwJIlcOyx8Otfw5VXpk8a3HXXPIaVJEnSFtlAF8mKFU/z9tvj6dHjQtq3r9vh7Vz9zNW8+CLU1cFrr8Ef/gBXXw0t/EpKkiQVhW1XETQ2fkR9/Tm0arUvtbWpndvYy2dxzDHQqhW88AJ87Wt5iShJkqQs2UAXwYIFKdatm0f//uOpqmqT8/tTk1OEK6sJR94MD93Fhr2f5I1TO/OH91L5DytJkqRt8jJ2BbZq1XTeeutndOt2DrvtNniHtvHdT6X46zUpnpwCHH4LDX/9PtXV7+UzpiRJkrLkEegCampqoL5+ODU1Xend+4Yd2sZrr8Fhh8Ff/pI+YZATf0C1f/ZIkiQlxlasgN566wbWrHmFAw54iF126Zjz+x98EM46C9q3h2eegSOOgAWTrypAUkmSJGXLI9AFsmbN6yxYMJo99jiV3XcfktN7m5oglYKTT4YDDoDp09PNM0BqUCrvWSVJkpQ9j0AXQIxN1NePoKqqLX37/jKn9374Yfqo80MPwdlnw223pa+4IUmSpNJgA10AS5aMZdWq59hvv99QU9M16/fNmwdDhsDrr8Mtt8D3vgchFDCoJEmScmYDnWfr1i1k/vxL2G23L9C161lZv++JJ+DrX083zI8/DscdV8CQkiRJ2mHOgc6jGCOzZ3+HGCP9+t1OyOLwcYxw881wwgmw994wbZrNsyRJUimzgc6jpUt/x/vv/xe9e/+E1q1rtzt+3Tr45jfhhz+Er3wlvbJg794FjylJkqSdYAOdJxs2LGPOnAto3/4I9t571HbHL14MxxwDd98No0fD/fdDu3ZFCCpJkqSd4hzoPJk79wIaG1fRv/+vCKFqm2NfeAG+9jVYvRr++Mf00WdJkiSVB49A58Hy5Y+wdOm99Ox5BW3b7r/NsXfeCYMGQdu2MGWKzbMkSVK5sYHeSRs3rmLOnHNp2/YA9tnnkq2Oa2hIX5Zu+HA49liYOhX233avLUmSpBLkFI6dNH/+Jaxfv5j993+AFi1qtjhm+XI47TR4+un0CYPXXw/VVl6SJKks2cbthA8+eJYlS8bSvfsPaN/+8C2OeeWV9OIob78Nd92VXmVQkiRJ5cspHDuosXEt9fUjaNWqF716/fsWxzzwABx5JGzYAH/5i82zJElSJbCB3kFvvjmatWvn0K/fOKqq2m7yWlMT/PjHcOqpcNBBMH06fOYzCQWVJElSXjmFYwd8+OFLLFx4I3vu+S06dTp+k9dWrYIzz4SJE9MnDN56K7RsmVBQSZIk5Z0NdI6amjZSXz+cmpo92Hffn23y2pw56fnOs2fDL38J558PWazmLUmSpDJiA52jRYt+xurVL7H//g+wyy67/e/zjz8OQ4dCVRU88QQMHpxgSEmSJBVMQedAhxBOCCHUhxDmhhD+6SLJIYSWIYTfZ15/MYRQW8g8O2vvB/+DBQtS7L77V9ljj5MBiBFuugm+9CXYZx+YNs3mWZIkqZIVrIEO6fWsbwVOBAYCp4cQBm42bDiwIsbYB7gZuL5QeXZWjE2s3vchQmhJ3763ArB2bXq+88UXp5fmfv556NUr4aCSJEkqqEIegT4MmBtjnB9j3ABMAIZsNmYIcFfm/gPAcSGU5qzht98ez8qDoE+fn9GyZTcWLYKjj4Z77oFrroH77ksvzy1JkqTKFmKMhdlwCKcAJ8QYR2QenwkcHmMc1WzMa5kxizKP52XGLN9sWyOBkQBdu3Y9dMKECQXJvCW1v/kNez56F9N+A7vWw0EXQgCub3UFo1tcxWWXzeKoo94rWp5Ksnr1atq1a5d0jIpiTfPLeuafNc0v65l/1jS/yr2egwcP/luMsW7z58viJMIY4zhgHEBdXV0cNGhQ0fadYjI394WRq2D0TdDi/4yAR2+lU+cPmf5ENQMGfKpoWSrN5MmTKebX8pPAmuaX9cw/a5pf1jP/rGl+VWo9CzmFYzHQo9nj7pnntjgmhFANdABK6nBualCKlZdHfnpKpPXbwMPj+eLna5j7amcGDEg6nSRJkoqtkA30NKBvCKFXCKEGGApM3GzMRODszP1TgKdioeaU7IRly+Dzn4cUV3HxxfDoo7Dbbtt/nyRJkipPwaZwxBg3hhBGAY8DVcCdMcYZIYTRwPQY40TgDuC3IYS5wPukm+yS09AAb70FT43sxrM3JJ1GkiRJSSroHOgY4yRg0mbPXdns/jrg1EJmyIe99oJZs+D55/snHUWSJEkJK+hCKpWkpibpBJIkSSoFNtCSJElSDmygJUmSpBzYQEuSJEk5sIGWJEmScmADLUmSJOXABlqSJEnKgQ20JEmSlAMbaEmSJCkHNtCSJElSDmygJUmSpBzYQEuSJEk5sIGWJEmScmADLUmSJOXABlqSJEnKgQ20JEmSlAMbaEmSJCkHNtCSJElSDmygJUmSpBzYQEuSJEk5sIGWJEmScmADLUmSJOXABlqSJEnKQYgxJp0hJyGEZcCbCe1+d2B5QvuuRNYz/6xpflnP/LOm+WU988+a5le517NnjHGPzZ8suwY6SSGE6THGuqRzVArrmX/WNL+sZ/5Z0/yynvlnTfOrUuvpFA5JkiQpBzbQkiRJUg5soHMzLukAFcZ65p81zS/rmX/WNL+sZ/5Z0/yqyHo6B1qSJEnKgUegJUmSpBzYQEuSJEk5sIHeTAjhhBBCfQhhbgjhki283jKE8PvM6y+GEGqLn7K8ZFHTY0IIfw8hbAwhnJJExnKSRT1/GEKYGUJ4JYTwZAihZxI5y0kWNf1OCOHVEMLLIYS/hhAGJpGznGyvps3GnRxCiCGEirvMVT5l8Rn9ZghhWeYz+nIIYUQSOctJNp/REMJpmZ+nM0IIvyt2xnKSxWf05mafz9khhA+SyJk3MUZvmRtQBcwDegM1wP8AAzcbcx5wW+b+UOD3Secu5VuWNa0FDgTuBk5JOnMp37Ks52CgTeb+uX5G81LT9s3unwQ8lnTuUr5lU9PMuF2BZ4EpQF3SuUv1luVn9JvAmKSzlssty5r2BV4Cdss87pJ07lK9Zfs932z8d4E7k869MzePQG/qMGBujHF+jHEDMAEYstmYIcBdmfsPAMeFEEIRM5ab7dY0xrggxvgK0JREwDKTTT2fjjF+lHk4Behe5IzlJpuarmr2sC3g2dfbls3PUoB/B64H1hUzXBnKtp7KXjY1PQe4Nca4AiDGuLTIGctJrp/R04F7i5KsQGygN7U38Fazx4syz21xTIxxI7AS6FyUdOUpm5oqe7nWczjwXwVNVP6yqmkI4fwQwjzgBuB7RcpWrrZb0xDCp4EeMcZHixmsTGX7fX9yZurWAyGEHsWJVrayqWk/oF8I4bkQwpQQwglFS1d+sv7dlJlW2At4qgi5CsYGWqpQIYQzgDrgxqSzVIIY460xxn2BfwOuSDpPOQshtAB+DlyYdJYK8jBQG2M8EHiCf/ynVDuumvQ0jkGkj5iODyF0TDRRZRgKPBBjbEw6yM6wgd7UYqD5X+3dM89tcUwIoRroALxXlHTlKZuaKntZ1TOEcDxwOXBSjHF9kbKVq1w/oxOArxQ0UfnbXk13BQ4AJocQFgBHABM9kXCrtvsZjTG+1+x7/VfAoUXKVq6y+b5fBEyMMTbEGN8AZpNuqPXPcvk5OpQyn74BNtCbmwb0DSH0CiHUkP4iT9xszETg7Mz9U4CnYmZGvLYom5oqe9utZwjhEOB20s2zc/a2L5uaNv+l+a/AnCLmK0fbrGmMcWWMcfcYY22MsZb0XP2TYozTk4lb8rL5jHZr9vAkYFYR85WjbH43PUT66DMhhN1JT+mYX8yQZSSr3/UhhP2A3YAXipwv72ygm8nMaR4FPE76h899McYZIYTRIYSTMsPuADqHEOYCPwS2enkmZVfTEMJnQgiLgFOB20MIM5JLXNqy/IzeCLQD7s9cLsg/WLYhy5qOylzG6mXS3/dnb2VzIuuaKktZ1vN7mc/o/5Ceo//NZNKWhyxr+jjwXghhJvA0cHGM0f84b0EO3/NDgQmVcODRpbwlSZKkHHgEWpIkScqBDbQkSZKUAxtoSZIkKQc20JIkSVIObKAlSZKkHNhAS1IFCCF0DCGc1+xxtxDCI9sYXxNCeDazIJQkKQc20JJUGToC5zV7/ENg/NYGxxg3AE8CXy9wLkmqODbQklQZrgP2zSyecyNwMvAYQAhh/xDC1MxrrzRbWfEh4BsJ5ZWksuVCKpJUAUIItcAjMcYDQgi9gAdijIdmXvslMCXGeE9mmd2qGOPaEEIV8E6McY/EgktSGfIItCRVnm7AsmaPXwAuCyH8G9AzxrgWIMbYCGwIIeyaQEZJKls20JJUedYCrT5+EGP8HXBS5vlJIYTPNRvbElhX3HiSVN5soCWpMnwIfHwkeTZQ+/ELIYTewPwY4y+APwEHZp7vDCyPMTYUN6oklTcbaEmqADHG94DnQgivASlgXgihT+bl04DXQggvAwcAd2eeHww8WuysklTuPIlQkipQCOGrwKExxiu2MeZB4JIY4+ziJZOk8ucF9CWpAsUY/5iZorFFmatxPGTzLEm58wi0JEmSlAPnQEuSJEk5sIGWJEmScmADLUmSJOXABlqSJEnKgQ20JEmSlIP/D0oSnKsXGOF0AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 864x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Affichage des courbes modélisées\n",
    "\n",
    "fig = plt.figure(figsize=(12,10))\n",
    "plt.plot(t,x,'g+',label='x=f(t)')\n",
    "plt.plot(t,Xmodel,'b-',label='modèle fonction affine')\n",
    "plt.plot(t,y,'r+',label='y=g(t)')\n",
    "plt.plot(t,Ymodel,'y-',label='modèle polynôme du second degré')\n",
    "plt.legend()\n",
    "plt.xlabel(\"t(s)\")\n",
    "plt.ylabel(\"x(m) et y(m)\")\n",
    "plt.grid()\n",
    "plt.title(\"Evolution des coordonnées au cours d'un mouvement parabolique\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Mise en situation**\n",
    "\n",
    "- Télécharger le programme complet niveau seconde : étude de la chute d'une balle lachée par un cycliste en mouvement.\n",
    "- Télécharger le fichier \"chute_balle.csv\" dans le même dossier.\n",
    "- Puis étudier ce programme. \n",
    "\n",
    "-----------------"
   ]
  },
  {
   "cell_type": "raw",
   "metadata": {
    "raw_mimetype": "text/restructuredtext"
   },
   "source": [
    ":download:`Télécharger le notebook <./chute_balle_cycliste/chute_balle_cycliste.ipynb>`\n",
    "\n",
    ":download:`Lancer le notebook sur binder (lent) <https://mybinder.org/v2/gl/pyspc%2Fpyspc-formation/master?filepath=etape_08%2Fchute_balle_cycliste%2Fchute_balle_cycliste.ipynb>`\n",
    "\n",
    ":download:`Télécharger le csv <./chute_balle_cycliste/chute%20balle.csv>`"
   ]
  }
 ],
 "metadata": {
  "celltoolbar": "Format de la Cellule Texte Brut",
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}