{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##### TP 1 -- Informatique CM3 -- Septembre 2014 "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Python @ Polytech'Lille"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Le texte de cette sessions de travaux pratiques est également disponible ici\n",
    "\n",
    "http://nbviewer.ipython.org/github/ecalzavarini/python-at-polytech-lille/blob/master/Python-TP1-2014.ipynb        "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##### Introduction aux commandes Linux"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Avant de commencer avec notre introduction au langage de programmation Python, nous devons familiariser avec l'environnement du systeme d'explotation Linux. \n",
    "\n",
    "La première étape est d'apprendre les commandes les plus courants. Ces commandes peuvent être tapés sur une console Linux.\n",
    "\n",
    "Pour savoir comment accéder à une console sur la distribution Linux Debian dont vous disposez, voir:  https://wiki.debian.org/fr/Console ou simplement recherchez l'application \"terminal\" sur le menu des applications."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### La commande pwd"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "La commande \"pwd\" affiche le répertoire courant, c'est a dire le répertoire où l'on se trouve au moment où on tape la commande."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### La commande ls"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "La commande \"ls\" permet de lister ce que contient un répertoire.\n",
    "Il y a plusieurs manières de l'utiliser :\n",
    "\n",
    "\"ls\" donne la liste brute de ce qui se trouve dans le répertoire\n",
    "\n",
    "\"ls -l\" donne la liste de ce qui se trouve dans le répertoire avec des informations \tcomplémentaires (droits de lecture, écriture et exécution, propriétaire, taille, date de création ou de dernière modification).\n",
    "\n",
    "\"ls -a\" liste tous (penser au mot \"all\") les fichiers du répertoire, y compris les fichiers cachés. Cette option est très utile lorsque l'on se trouve dans son répertoire personnel car il contient les fichiers de configuration de l'utilisateur dont les noms commencent généralement par un point et seule l'option -a permet de détecter leur existence."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### La commande mkdir"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "La commande \"mkdir\" permet de créer un répertoire.\n",
    "\n",
    "\"mkdir nom_repertoire\" crée le répertoire ayant pour nom nom_repertoire."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### La commande cd"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "La commande \"cd\" permet de se déplacer dans l'arborescence de repertoires. Il y a plusieurs manières de l'utiliser : \n",
    "\n",
    "\"cd nom_repertoire\" permet d'aller dans le répertoire nom_repertoire\n",
    "\n",
    "\"cd ..\" permet de retourner dans le répertoire parent (i.e. Celui qui est au-dessus dans \tl'arborescence de répertoires)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### L'éditeur de texte emacs"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Pour créer ou modifier un fichier \"emacs -nw nom_fichier.txt\"\n",
    "\n",
    "Pour sauvegarder tapez la combinaison de touches suivante: Ctrl-x Ctrl-s.\n",
    "\n",
    "Pour quitter emacs: Ctrl-x Ctrl-c."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### La commande rm"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "La commande \"rm\" permet de supprimer un fichier :\n",
    "\n",
    "\"rm nom_fichier\" supprime le fichier nom_fichier si il se trouve dans le répertoire courant.\n",
    "\n",
    "\"rm –r\" supprime un répertoire et ses sous répertoires."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### La commande top "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "La commande \"top\" affiche en continu des informations décrivant l'activité du système. Elle permet surtout de suivre les ressources que les processus utilisent (quantité de mémoire, pourcentage de CPU...).\n",
    "Sous top il est possible d'expédier de manière interactive un signal à un processus, par exemple afin de le stopper, en tapant \"k\", top demande ensuite l'identifiant (PID) du processus concerné.\n",
    "Pour quitter top, appuyer simplement sur la touche \"q\"."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Archivage de données (tar)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "La commande \"tar\" gère des archives, contenant chacune au moins un répertoire ou fichier.\n",
    "\n",
    "Vous aurez souvent besoin de \"tar xzf nom_du_fichier.tar.gz\" , qui décompacte une archive au format .tar.gz ou .tgz.\n",
    "L'extension .tar.gz ou .tgz indique que le fichier est une archive tar et qu'il est compacté.\n",
    "Les arguments (aussi appel\\'es options) employés dans la commande précédente (\"xzf\") peuvent être ainsi compris:\n",
    "\n",
    "x (extraction) déclenche l'extraction de certains fichiers d'une archive (lorsque l'on ne spécifie pas les noms des fichiers que l'on souhaite extraire de l'archive, tar les extrait tous)\n",
    "\n",
    "z décompacte l'archive grâce à la commande gzip\n",
    "\n",
    "f traite un fichier-archive dont le nom suit (ici: \" nom_du_fichier.tar.gz \")\n",
    "\n",
    "Si je me trouve dans le répertoire \" /home/delcros/ \" la commande suivante créera une archive du répertoire \" /home/delcros/personnel \" : \n",
    "\n",
    "\"tar cvzf personnel.tgz personnel\"\n",
    "\n",
    "l'option \"c\" permet de créer une archive\n",
    "\n",
    "L'option \"z\" compacte l'archive grâce à gzip."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Questions  : "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "1) Ouvrir une consolle Linux et créer un répertoire TP-PYTHON dans le répertoire courant. Comment vérifier qu'il a bien été créé ?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "2) Aller dans le répertoire que vous venez de créer, puis lister ce qu'il contient. Quelle commande vous permet de savoir si vous êtes bien dans le répertoire TP-PYTHON ?\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "3) Créer un fichier appelé README.txt dans le répertoire TP-PYTHON avec la commande \"emacs\", taper quelques lignes dedans. Enregistrer le ficher. Vérifier qu'il a bien été créé."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "4) Créer un fichier-archive du repertoire TP-PYTHON"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "5) Supprimer le fichier que vous venez de créer, comment vérifier qu'il a bien été supprimé ?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "6) Supprimer le répertoire TP-PYTHON. Vérifier qu'il a bien été supprimé.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "7) Lancer l'interprète du langage Python (écrire \"python\" dans la consolle de Linux).\n",
    "Supposons maintenant que, pour une raison quelconque, le programme est bloqué. Tuez l'interprète Python  en utilisant la commande \"top\". "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##### Introduction à la programmation numérique en Python"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Pour lancer l'interprète du langage Python écrire \"python\" dans la consolle de Linux.\n",
    "\n",
    "Saisir votre série d'instruction Python après l'invite de la ligne de commande \">>>\" (à noter que chaque instruction doit être validée avec la touche \"return\").\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Une deuxième possibilité d'utilisation beaucoup plus pratique est de créer un fichier (appelé script), par exemple avec l'éditeur de text emacs : \"emacs -nw script.py\" "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "####    Une fois que les instructions ont été écrites dans ce fichier, le script peut être exécuté avec la commande \"python script.py\"."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "\n",
    "\n",
    "Le site le plus utile pour trouver des informations sur python est :\n",
    "https://docs.python.org/2/  \n",
    "voir notamment dans les sections \"Tutorial\" et \"Language reference\"."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Instructions pour ce TP"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Pendant ce TP vous aurez à écrire plusieurs scripts (Nous vous suggérons de les nommer script1.py , script2.py ,...) \n",
    "\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Les scripts doivent être accompagnés par un par un document descriptif unique ( README.txt ). \n",
    "Dans ce fichier, vous devrez décrire le mode de fonctionnement des scripts et, si besoin,  mettre vos commentaires.\n",
    "Merci d'y écrires aussi vos nomes et prenoms complets.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Tous les fichiers doivent etre mis dans un dossier appelé TP1-nom1-nom2  et ensuite être compressés dans un fichier TP1-nom1-nom2.tgz . \n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Enfin vous allez envoyer ce fichier par email  à l'enseignant : \n",
    "\n",
    "soit Enrico (enrico.calzavarini@polytech-lille.fr) ou Stefano (stefano.berti@polytech-lille.fr)\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1) Script 1 :  entrer ou afficher du texte et  des données "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "Nous voulons écrire un script qui tout d'abord affiche simplement une message de bienvenue :"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Bienvenue au premier TP d'informatique\n"
     ]
    }
   ],
   "source": [
    "print(\"Bienvenue au premier TP d'informatique\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Vérifiez que le programme ci-dessus fonctionne quand il est écrit dans un script (appelé par exemple script1.py) et interprété par python avec la commande \"python script1.py\"."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Nous souhaitons maintenant que ce programme nous demande aussi combien d'étudiants sont présents dans la salle et qu'il affiche ce numéro sur l'écran."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "A noter que la lecture de données peut se faire par interrogation de l'utilisateur. Par exemple :  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Entrer la valeur de la precision p, p =1.0\n"
     ]
    }
   ],
   "source": [
    "p = input(\"Entrer la valeur de la precision p, p =\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "l'écriture des données enregistrées dans une variable peut se faire tout simplement encore avec la fonction \"print\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "la valeure de la precision est :1.0\n"
     ]
    }
   ],
   "source": [
    "print(\"la valeure de la precision est :\" + str(p) )"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "ou de façon équivalente :"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "la valeure de la precision est : 1.000000e+00\n"
     ]
    }
   ],
   "source": [
    "print(\"la valeure de la precision est : %e\" %p )"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Commentaires en python"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Une bonne habitude à prendre est d'écrire des commentaires dans le srtipts. \n",
    "Nous pouvons le faire avec le symbole \" # \" , par exemple :"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "la valeure de p est : 1.000000e+00\n"
     ]
    }
   ],
   "source": [
    "print(\"la valeure de p est : %e\" %p ) # ici nous imprimons le résultat final"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Écrivez donc votre premier script!  "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2) Script2 : effectuer des opérations simples sur les variables"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Nous souhaiton écrire un script qui fait la conversion d'unité pour des mesures de pression. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "\n",
    "Ce script devra demander à l'utilisateur d'introduire une valeur de pression et une unité de mesure (choisi parmi: Pascal (pa) , Bar (bar) , Atmosphere standard (atm) , Torricelli (torr) et Pounds per square inch (psi)), puis demander à l'utilisateur quelle unité il souhaite pour la conversion et enfin afficher la valeur de pression dans l'unité demandée.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Pour mener  à bien ce script les informations suivantes peuvent être utiles :"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "La table de conversion des unités de pression peut être repèrée ici :\n",
    "\n",
    "http://en.wikipedia.org/wiki/Pressure_measurement#Units"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### L'affectation de données dans des variables"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "a = 5.0 \n",
    "b , c = 10 , 3\n",
    "name = \"Mark\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Ici \"a\" , \"b\" , \"c\" et \"name\" sont des identificateurs (ou simplement des variables). \n",
    "\n",
    "Python ne nécessite pas de déclarer explicitement les types de variables, différemment qu'en Fortran, C et d'autres langages. Juste affectez une variable et Python comprendera automatiquement, sans préciser de type (réel, entier, character, etc...) \n",
    "\n",
    "Vous pouvez demander à Python de vous dire de quel type il a attribué à vos variables:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "float"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(a) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "int"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(b) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "str"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(name)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Portez une attention particulière à l'attribution de valeurs à virgule flottante à des variables ou vous risquez d'obtenir des valeurs que vous ne vous attendez pas dans vos programmes. Par exemple ,"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3\n"
     ]
    }
   ],
   "source": [
    "print(b/c)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Vous voyez , si vous divisez un nombre entier par un nombre entier , Python retourne une réponse arrondie à l'entier le plus proche . Mais si vous voulez une résultat à virgule flottante (type float), l'un des numéros doit être de type float. Le simple ajout d'un point décimal fera l'affaire :"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3.33333333333\n"
     ]
    }
   ],
   "source": [
    "b , c = 10. , 3.\n",
    "print (b/c)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Utilisation des listes"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Une liste est une collections d’objets :"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0\n",
      "4\n",
      "4\n",
      "[0, 5, 6]\n",
      "[0, 6]\n"
     ]
    }
   ],
   "source": [
    "l = [0, 5, 6, 4]  # Definition et affectation d'une liste\n",
    "\n",
    "print(l[0])      # Les indices commencent à 0, et non à 1\n",
    "\n",
    "print(l[3])      # Le dernier indice est le 3ème\n",
    "\n",
    "print(l[-1])     # On peut compter à partir de la fin, en utilisant des indices negatifs\n",
    "\n",
    "print(l[0:3])    # On peut selectioner une tranche (slice) d'elements dans la liste\n",
    "\n",
    "print(l[0:3:2])  # La syntaxe du “slicing” [est start:stop:step]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Une liste peut être modifiée:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0, 5, 13, 4]\n"
     ]
    }
   ],
   "source": [
    "l[2] = l[2]*2 + 1\n",
    "\n",
    "print(l)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Si nous voulons connaître le nombre d'éléments dans une liste :"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "len(l)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Nous pouvons  créer  de la même manière une liste de mots  :"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "avion\n"
     ]
    }
   ],
   "source": [
    "mots = [\"arbre\" , \"avion\" , \"nuage\"]\n",
    "\n",
    "print(mots[1])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Structure alternative \"if\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Regardez l'exemple ci-dessous concernant le calcul des racines réelles d'une équation algébrique du second ordre, pour comprendre le fonctionnement d'une structure \"if\" :"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "d = b**2-4*a*c\n",
    "\n",
    "if d > 0 :\n",
    "    x1 = (-b - sqrt(d))/(2*a)\n",
    "    x2 = (-b + sqrt(d))/(2*a)\n",
    "    print(\"RESULTATS :\")\n",
    "    print(\"Deux racines distinctes : x1 = \" + str(x1) + \" et x2 = \" + str(x2))\n",
    "elif d == 0 :\n",
    "    x1 = -b/(2*a)\n",
    "    print(\"RESULTATS :\")\n",
    "    print(\"Une racine double : x1 = \" + str(x1))\n",
    "else :\n",
    "    print(\"RESULTATS :\")\n",
    "    print(\"Aucune solution!\")    "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### à noter : indentation necessaire en langage Python"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Pour les structures de contrôle du langage Python, comme \"if\"(et nous verros ensuite \"for\"), il n'y a pas des mots clés \"end\" pour signaler la fin du bloc de lignes concernées par les structures \"if\",\"while\",\"for\".\n",
    "Il faut par contre indenter les lignes (c'est a dire créer des decalages à l'aide de la touche tabulation \"tab\"  ou \"espace\" du clavier) afin de définir une dépendance d'un bloc de lignes par rapport à un autre."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Script 3 : lire des données à partir d'un fichier et les élaborer"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Nous disposons des données de pression enregistrées  (à la fréquence d'une mesure par seconde) par un tube de Pitot d'un avion en vol à une altitude de 10000 mètres :\n",
    "\n",
    "https://github.com/ecalzavarini/python-at-polytech-lille/blob/master/pressure.txt\n",
    "\n",
    "\n",
    "Vous pouvez télécharger ce fichier avec la commande de Linux \" wget \". Ecrivez sur votre console :  \"wget    adresse_internet_du_fichier \". "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/jpeg": "/9j/4AAQSkZJRgABAQEAlgCWAAD//gAeTEVBRCBUZWNobm9sb2dpZXMgSW5jLiBWMS4wMf/bAEMA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\n",
      "text/plain": [
       "<IPython.core.display.Image at 0x10ea98690>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import Image\n",
    "Image('http://upload.wikimedia.org/wikipedia/commons/0/00/Pitot_tube_wings-fr.jpg')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "On est interessé à écrire un script qui lit ces données et les transforme dans des mesures de vitesse. La relation entre la pression et la vitesse est donnée par la loi de Bernoulli: "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/jpeg": "/9j/4AAQSkZJRgABAQEAkACQAAD/4gxYSUNDX1BST0ZJTEUAAQEAAAxITGlubwIQAABtbnRyUkdC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\nAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/2Q==\n",
      "text/plain": [
       "<IPython.core.display.Image at 0x10ae91e50>"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import Image\n",
    "Image(filename='vel-press.jpg')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Pour la réalisation de ce script les informations suivantes vous seront utiles :"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### La lecture des données"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<type 'str'>\n",
      "53274.300000\n"
     ]
    }
   ],
   "source": [
    "# Ouverture d'un fichier\n",
    "f = open(\"pressure.txt\", \"r\")\n",
    "# définition d'une liste vide\n",
    "data=[]\n",
    "# lecture de fichier complet et affectation des éléments de la liste \n",
    "data=f.read().split()\n",
    "# fermeture du fichier f\n",
    "f.close()\n",
    "\n",
    "#contrôle de type\n",
    "print( type(data[0]) )\n",
    "#impression de la première donnée \n",
    "print(data[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<type 'float'>\n",
      "53274.3\n"
     ]
    }
   ],
   "source": [
    "#conversion au type désiré \n",
    "data[0] = float(data[0])\n",
    "#contrôle de type\n",
    "print ( type(data[0]) )\n",
    "#impression\n",
    "print data[0]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "à noter que lorsque les données sont lus de la manière ci-dessus, ils sont stockés dans une liste de type chaîne de caractères (string). \n",
    "Si nous devons effectuer des opérations mathématiques sur eux, nous devons les convertir en un type numérique (soit \"float \" ou \"int\" )."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Ecriture dans un fichier"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "val1 = 5.0  # affectation d'une variable réelle\n",
    "\n",
    "val2 = str(val1) # conversion en chaîne de caractères\n",
    "\n",
    "# Ouverture d'un nouveau fichier\n",
    "f = open(\"output.txt\", \"w\")\n",
    "# écriture dans le fichier \n",
    "f.write(val2)  \n",
    "# fermeture du fichier \n",
    "f.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "à noter que la commande \"write\" ne peut écrire que des chaînes de caractères (sting)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### La structure repetitive \"for\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Regardez l'exemple ci-dessous concernant tri par sélection de données, pour comprendre le fonctionnement d'une structure  boucle pour \"for\" :"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Liste triée :\n",
      "[0.0, 1.0, 2.0, 2.0, 3.0, 5.0, 8.0, 40.0, 65.0, 98.0, 115.0]\n"
     ]
    }
   ],
   "source": [
    "# Tri par sélection\n",
    "# Données initiales \n",
    "M = [1. , 2. , 5. , 40. , 65. , 2.,8. , 98. ,115. ,0. , 3.]\n",
    "\n",
    "# Détermination de la longueur  de la liste\n",
    "N = len(M) \n",
    "\n",
    "for i in range(0,N-1):   \n",
    "    for j in range(i+1,N):\n",
    "        if M[j] < M[i]:\n",
    "            val_temp = M[i]\n",
    "            M[i] = M[j]\n",
    "            M[j] = val_temp\n",
    "print(\"Liste triée :\")\n",
    "print(M)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "à noter que la commande \" range(a,b) \" produit une liste de nombres entiers progressifs  compris entre a et b-1 . Par exemple :"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9]"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "range(0,10)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Utiliser les fonctions mathématiques"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "En Python afin de pouvoir utiliser les fonctions mathématiques (par exemple, exp, sqrt , sin , cos , tan), vous devez d'abord les importer à partir de la bibliothèque mathématique \"math\" :"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "from math import *                 # importing all functions from the math library"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Nous vous demandons donc de lire la serie des données de pression dans le fichier et de calculer la vitesse de l' avion en utilisant la relation donnée."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "On demande ensuite de calculer la valeur moyenne de la vitesse de l'avion (en Km/heure) et de l'écrire (avec print)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Question bonus : Seriez-vous capable de calculer l'acceleration de l'avion au cours du temps, et de l'enregistrer dans un fichier?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Script 4 : représentation graphique des données"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Nous souhaitons analyser graphiquement les données , par exemple en les traçant ou en faisant leur histogramme ."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Pour la réalisation de ce script les informations suivantes vous seront utiles :"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Bibliothèques de Python"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Python dispose de nombreuses bibliothèques qui fournissent des fonctionnalités avancées comme la possibilté d'effectuer des opérations sur des matrices, des fonctions graphiques, et bien plus encore. Nous pouvons donc importer ces bibliothèques de fonctions pour étendre les capacités de Python dans nos programmes.\n",
    "\n",
    "Nous allons commencer par l'importation de quelques bibliothèques pour nous aider.\n",
    "\n",
    "Premièrement, nous l'avons deja vu, nous utilisons Math, la bibliothèque mathématique standard qui comprend les fonctions trigonométriques et transcendantales, ainsi que  d'autres fonctions spéciales.\n",
    "\n",
    "Pour voir la liste complete des fonctions de la bibliothèque Math:\n",
    "https://docs.python.org/2/library/math.html#module-math\n",
    "\n",
    "Notre deuxieme bibliothèque préférée est NumPy (Numerical Python), fournissant un grande nombre d'opérations matricieles utiles (cette bibliothèque est similaire à MATLAB ). Nous allons l'utiliser beaucoup! \n",
    "\n",
    "La documentation de numpy se trouve ici : http://docs.scipy.org/doc/numpy/reference/\n",
    "\n",
    "La troisième bibliothèque dont nous avons besoin est Matplotlib, une bibliothèque de graphyque 2D que nous allons utiliser pour tracer nos résultats.\n",
    "\n",
    "La documentation de référence est disponible ici : http://matplotlib.org/contents.html\n",
    "\n",
    "Le code suivant sera au sommet de la plupart de vos programmes :"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "from math import *                 # importing all functions from the math library\n",
    "import numpy as np                 # we import the array library, and call it 'np'\n",
    "import matplotlib.pyplot as plt    # import plotting library, and call it 'plt'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Nous importons donc toutes les fonctions de la bibliothèque \"math\" et nous importons aussi\n",
    "une bibliothèque nommée \"numpy\". Enfin, nous importons un module appelé \"pyplot\" d'une grande bibliothèque appelée \"matplotlib\".  \n",
    "\n",
    "Les deux dernières lignes ci-dessus ont créé des raccourcis pour les bibliothèques tel que \"np\" et \"plt\" respectivement. La raison de la création des raccourcis, c'est que nous avons besoin de taper les noms des bibliothèques assez souvent dans le code.\n",
    "Pour utiliser une fonction appartenant à l'une de ces bibliothèques, nous devons dire à Python où la chercher. Pour cela, chaque nom de fonction est écrit après le nom de la bibliothèque, avec un point entre les deux. Par exemple :"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 0.,  0.,  0.,  0.,  0.])"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.zeros(5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Tracer des courbes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "%matplotlib inline  \n",
    "#ignorez la ligne ci-dessus. c'est juste une commande de notre éditeur de texte"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYcAAAEKCAYAAAD5MJl4AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAIABJREFUeJzsnXdYFFfbxu+li6KABZXi0psKKAoWkCoWwB5LLIkajSmm\nvyZvet70atQkmqKJib1gQ1EEVlER7KIgHWkKKmKjLGW+P+bbxKi4A+zOmbOc33XNlezu7Jl7ZWbu\nOc9zznNkHMeBwWAwGIz70SMtgMFgMBjSg5kDg8FgMB6CmQODwWAwHoKZA4PBYDAegpkDg8FgMB6C\nmQODwWAwHkJ0c5g7d+5qKyur8n79+qU3t8/ixYuXOTs753h5eZ07c+aMj5j6GAwGg0HAHJ5++uk1\ncXFxo5r7fO/evWNyc3OdcnJynH/++ecFixYt+klMfQwGg8EgYA4BAQHJFhYWN5v7fNeuXdFz5sz5\nAwD8/PxSq6qqzMvLy63EU8hgMBgMA9ICHqS0tNTa1ta2WPXaxsampKSkxMbKyqr8/v1kMhmb2s1g\nMBitgOM4mbp9JJmQflB4c0bAcRyRrbiYw9y5HLp35/DOOxw2beJw6hSHQ4c4vPceh0GDOPTrx7/X\n2mO8//77xH6ftjdd+m1NTU1YdnwZen/TG0N/G4o1Z9bgqZefwqHCQ9iRuQMTN02E+efmWLxvMaqV\n1cT11tdz+PZbDl27cpg1i8PKlRxOn+Zw+DCHFSs4TJnCoXdvDr//zqGxUff/fu3x9wlFcj0Ha2vr\n0uLiYlvV65KSEhtra+tSkpruZ88e4KmngGeeAbKzAXPzf38eGAh88AHw11/AqFHAwoXAe+8BhoYk\n1DK0SXV9NebtmofsG9nY9+Q+9LfqDwAo3FGIwD6BAIBxbuNQdqcMrx14DcPXDEfM1BjYdbEjojcr\nC5g+HbCwAI4dA1xc/v15QADw/PNAaiqweDHw88/Ajh1A9+5E5DIII7meQ3R09K61a9fOBoDjx4/7\nm5ubVz0YUiLFhg3AvHlAbCzw2WcPG4MKmQyYNQs4dw5ISeHNpKlJVKkMLVN0qwjDVg+DoZ4hjjx9\n5G9jeBS9zXpj/cT1mNF3Bvx+9UPy5WQRlfJkZwOhofxDzcGDDxvD/fj58edtYCAQEgJUVIinkyEh\nxO7STJs2bUOvXr3KDA0NlTY2NsW//fbb3JUrVy5cuXLlQtU+zz///ApHR8fc/v37nzt16tSAZrpG\nnJisXMlx1tYcl57esu9VV3PciBEct3AhxzU1Cf9eUlJSyw5EEbT/tqqaKs59hTv36eFPuaZH/FEf\n9/vicuK4bl9249LLW3gitYGcHI6zseG4335r2feamjju/fc5zt2d48rK/nmf9r+fOnT99/3/vVPt\nvVrGtSAGJSVkMhknlvbGRmD+fODttwEnp5Z//84dICwMGDEC+PJLzetjiEdDUwMi10fC0dIRP4z5\noVVtrDu/Du8kvYPU+ano0bGHhhX+mytXAH9//txdsKB1bXz8MbBpEx9uMjXVrD6G+MhkMnACEtLM\nHESispK/SD/+GHjiCdJqGK3lpbiXkHEtA/ue3AcDvdan7N5JfAeKQgUSZifA2MBYgwr/oamJz3sN\nGQJ8+GHr2+E44Mkngc6dgZUrNaePQQah5iC5nIOuYmnJJ6lffBEolUx6ndESNl/cjLjcOGyevLlN\nxgAAHwV/BKtOVvjPwf9oSN3DLF0K3L0LvPtu29qRyXhTiI8Htm7VjDaG9GE9B5H54APg+HFg3z7+\nomPQQWVNJfr+2Bfbp26Hv42/xtr0/NETMVNjNNamirNngfBwPhTk4KCZNk+cAMaOBdLSALlcM20y\nxIf1HCTK22/zIaYffySthNES3oh/A5M8Jmn0Jm7ZwRLfRXyHZ3Y/A2WjUmPtKpV8GOjbbzVnDAAw\naBDw+ut87oLC5zJGC2HmIDKGhsCff/JzH8olMUCXoY6kgiTE58Xj05BPNd72VM+psO1si6+Pfa2x\nNn/8EbCzA2bO1FiTf/PKK0BJCT/fh6HbsLASIV59FaipAX5iZQUlTV1DHfr+1BffjvwWUa5RWjnG\n5arLGPjzQKTMS4FzV+c2tXXjBuDmBhw6BHh4aEjgA+zfD7zwAnDhAmCsnVw6Q4uw0UoSp7IScHUF\nDh8G3N1Jq2E0x/LU5diftx97Zmj3UfnT5E+RXpGODZM2tKmdl14C6uu1H7aMjASCgvgwE4MumDlQ\nwDff8E94u3aRVsJ4FNX11XBa5oTYGbHw6aXdZUXuKu/CaZkTDsw68NjZ1o8jKwsYNgzIzNR+yYvs\nbGDoUODiRcCK1UymCpaQpoAXXgDS03mDYEiPFWkrMMxumNaNAQA6GXXCkmFL8F7Se61uY8kSfhOj\nFpKLC5/T+Owz7R+LQQbWcyDM+vV8CODIEdJKGPdzu+42nJY54dBTh+DeXZy4X21DLZyWOSFmagwG\nWQ9q0XfPnwciIoD8fKBDBy0JfIDSUqBfP77Hworz0QPrOVDCE0/wJQ6OHiWthHE/S48vxSinUaIZ\nAwCYGJjgncB38G5Sy2etffEF8PLL4hkDAFhbA1OmAN9/L94xGeLBeg4S4KefgLg4YOdO0koYAB//\nly+V4/j843CybEUxrTagbFTCZbkLNk/ZjMHWgwV9Jz+fn4OQnw906aJlgY849uDBQF6e+MdmtA7W\nc6CIp57iZ7JmZJBWwgCA38/+jmD7YNGNAQCM9I3wkt9LWHp8qeDvfP01v24IiZuzgwNfv4kNydY9\nWM9BInz8Mf8Utno1aSXtmyauCa4rXPH7uN8xzG4YEQ23am/BYZkDzj17DjadbR67b3k5P6/h0iVy\no4YuXuTXisjPZ1VbaYD1HCjjuef4VbdKSkgrad/EZsfC3MQcQ22HEtPQxaQLZvWfhR9OqC8JvmwZ\nMGMG2eGknp58aGn9enIaGJqHmYNEsLQEZs8GVqwgraR9szR1KV7xfwUywlURXxz8In49/Suq66ub\n3aeuDvj1V35JT9I89xw/6k6HOvPtHmYOEmLRIuD33/nCaQzxOXf1HC5dv4TJHpNJS4GjpSOG2Q7D\n2nNrm91n+3agb19+pj1pRo4Ebt3iK7YydANmDhLC1ZUvpcFGLZFhWdoyPOf7HIz0jUhLAQC84v8K\nvk/9Hs3l1lau5B8opICeHvDss6zasC7BzEFiLFwIrFpFWkX743bdbWzL2IZnBj5DWsrfBPYJhAwy\nHC1+eBJMRgZfwmLcOALCmuHpp/kHmxs3SCthaAJmDhJjwgR+tmtuLmkl7YtNFzYhxD5E62s6twSZ\nTIZ5PvPw25nfHvps1Spg3jy+BLxU6NaNN6s1a0grYWgCZg4Sw9gYmDMH+Pln0kraF7+d+Q3zfOaR\nlvEQs7xmYcelHbhdd/vv96qr+SVnFywgKKwZFi3i5zw0NZFWwmgrzBwkyIIFfGK6ro60kvbBxYqL\nKL5djAinCNJSHqJHxx4Ilgdj88XNf7+3eTMwZAi/oI/U8PMDOnYEkpNJK2G0FWYOEsTZmR+FwhLT\n4rD67GrM8ZoDAz0D0lIeyVyfuf8KLf3xBzB3LkFBj0Em44dkr21+kBWDEtgMaYny++9ATAwzCG2j\nbFTC5lsbHJ17tM2rsGmLhqYG2H1nh4OzD6JTjQd8fICyMumuwlZWxj/clJaKWwiQIQw2Q5pyJk4E\nFArg+nXSSnSbPdl74N7dXbLGAAAGegaY4z0Hv535DevXA5MnS9cYAKB3b74QIHuwoRtmDhKlc2dg\n9GhgyxbSSnSbP8//iae8niItQy1PeT2F9enrsfavRsyaRVqNelhoiX6YOUiYJ58E1q0jrUJ3qaqt\nQmJBIia4TyAtRS2u3Vxhrt8LlWaHMJRc2SfBjB8PHDsGXL1KWgmjtTBzkDAREfwqW/n5pJXoJjsu\n7UCIfQjMTcxJSxFE96vT0XvkRuhRcNV27MgbxIYNpJUwWgsFp1n7xciIXymOVbvUDhsubMA0z2mk\nZQiioQG4tG0qCky2Q9lIR/Gt2bOBP/8krYLRWpg5SJyZM/kJTzo8MIsIFfcqkFqSikiXSNJSBJGU\nBPQxt4OnlRvi8+JJyxHEiBH8yCU2259OmDlIHH9/vkrr2bOklegWWzO2YozzGHQ06khaiiC2bAGm\nTgWm9Z2GDRfoiNXo6/Oj7tigCjph5iBxZDJ+6OK2baSV6BYbL2zE9L7TScsQREMDP+dl0iRgiscU\n7Mne89h1HqTElCnMHGiFmQMFTJoEbN3KQkuaovhWMS5eu4iRjiNJSxHE4cNAnz6AvT1g1ckKg6wH\nITY7lrQsQQQG8pPh8vJIK2G0FGYOFDB4MF9sLSODtBLdYGvGVoxzHQdjAwnPJLuPrVv5J3AV0zyn\nYXPG5ua/ICFYaIlemDlQgEz2T++B0XZiLsVgovtE0jIE0djIr/g2adI/70W7RuNA3gHU1NeQE9YC\nWGiJTpg5UMKkSSzvoAkq7lXgfPl5hDmEkZYiiCNHgF69ACenf97r3rE7fHr64GD+QXLCWkBgIFBS\nwubr0AYzB0oYOpSvs5SdTVoJ3ezK2oUIpwiYGJiQliKIB0NKKia4TUDMpRjxBbUCAwN+ESvWe6AL\nZg6UoKfHX2Cs99A2Yi7FYIKb9MtlAPyCOdu28aPVHmS823jszt6NhqYG8YW1gkmT+PAYgx6YOVDE\n5Mks79AWbtfdRvLlZIxxHkNaiiDS0gALC8DF5eHP+pj3gV0XOyRfpmNVnREj+F7vlSuklTCEwsyB\nIgICgMuXgeJi0kroZG/OXgy3G47Oxp1JSxHErl38mszNQVNoycgIGDUK2LOHtBKGUJg5UISBAV/G\nm11grYOmUUoAbw7R0c1/PtF9InZc2gFaFr2KjuZ/E4MOmDlQBrvAWkdtQy325+5HtOtj7rYSIi+P\nH4AweHDz+7h3c0cHww44deWUeMLawOjRwKFDwL17pJUwhMDMgTIiIoCjR4G7d0kroYukgiT07dEX\nPTr2IC1FELt3A5GReGx5bplMhvFu47Ezi44l18zNebOLp6NuYLuHmQNldO7MF+NjF1jLiM2JRZRL\nFGkZgtm9+/EhJRWRzpHUlNIA+BwKWz6UDpg5UEhUFAsttQSO47Anew/GuowlLUUQN28CJ04AYQLm\n6Q2xHYLLty6j9Hap9oVpgOhoIDaWn/nNkDbMHCgkKopdYC0h4xpflMqzuydhJcKIiwOCggBTU/X7\nGugZIMIxAntz9mpdlybo0wfo3RtISSGthKEOIuYQFxc3ys3N7ZKzs3POF198seTBzxUKRVCXLl1u\n+fj4nPHx8Tnz8ccfv0NCp1SRy4GePflx8Az17Mneg0iXSMhkMtJSBKFulNKDRLpEYk8OPUPYoqP5\nsBlD4nAcJ+rW0NCg7+jomFtQUCBXKpWGXl5eZzMyMtzv3ycpKSkoKipq1+Pa4aW3X/77X457803S\nKuhg+Orh3N7svaRlCKK+nuMsLDiurEz4d25U3+DMPjXjauprtCdMg6SkcFy/fqRVtF/+/96p9l4t\nes8hLS1tsJOTU65cLi80NDSsnzZt2sadO3c+NNWH4zg6HvMIERXF5jsIobKmEueunkOwfTBpKYJI\nSeHXbejVS/h3LDtYwqunFxSFCq3p0iSDBvEzpdlkTmljIPYBS0tLrW1tbf8+LWxsbEpSU1P97t9H\nJpNxx44dG+rl5XXO2tq69Ouvv37dw8PjodUMPvjgg7//PygoCEFBQVpULi1UF1hJCWBjQ1qNdInL\njUOQPIiaQnv79vHzAVrKWOex2JO9B6OcRmlelIbR1wdGjuR/64IFpNXoPgqFAgqFosXfE90cZDKZ\n2umcAwYMOF1cXGxrampavW/fvtHjx4/fkZ2d/VCFmfvNob2husDi4oD580mrkS6xObGIdIkkLUMw\n+/YBK1a0/HuRLpGI2hCF5dxyKnIrY8bwdcKYOWifBx+cP/zwQ0HfEz2sZG1tXVpcXGyrel1cXGxr\nY2NTcv8+ZmZmd0xNTasBYPTo0fvq6+sNKysrLcXWKnVGj+ZvJoxH09DUgLjcOGoK7ZWV8bWz/PzU\n7/sgnt09wXHc3yOzpE5EBJCYCCiVpJUwmkN0c/D19T2Zk5PjXFhYKFcqlUabNm2aGh0d/a9R++Xl\n5VaqnENaWtpgjuNklpaWlWJrlTojR/IXWH09aSXS5ETpCVibWcOmMx1xt7g4IDycr6HVUmQyGUY5\njUJcbpzmhWmBbt0Ad3d+MSOGNBHdHAwMDBpWrFjxQkRExH4PD4+MqVOnbnJ3d89ctWrVwlWrVi0E\ngK1bt07u169fure399mXX3556caNG6eJrZMGrKwAR0c2Zrw59uftpyIGr6K1+QYVo5xGYX/efs0J\n0jJjxgB76Zie0S6RcZRUdHwQmUzG0apdk7z7LtDQAHz2GWkl0sP/V398EvIJQh1CSUtRS0MD0L07\nkJnJz2FpDbfrbsP6W2uUv14OU0MBM+gIc+IE8NRTwMWLpJW0L2QymaDRoGyGNOWwvMOjuVF9AxnX\nMjDcbjhpKYJISQEcHFpvDADQ2bgzBvQagEOFhzQnTIsMHMhXni0sJK2E8SiYOVDO4MFAURGfzGT8\nw8H8gwjsEwhjA2PSUgTR1pCSigjHCMTl0ZF30NPjE9NxdMhtdzBzoBwDAz6JuZ+eULMo0JZviIvj\nV0prK6OcRmF/Lj0nw8iRrMKwVGHmoAOMGsWevu6H4zjsz9uPCMcI0lIEUVEB5Oe3bgjrg3j39MbN\n2psorCpse2MiEBbGj7hraCCthPEgzBx0gPBwICEBaGoirUQaXKi4ABMDEzhZOpGWIoiEBL4Kq6Fh\n29vSk+lhpONIanoPPXvylVpPnCCthPEgzBx0ABsboEcP4MwZ0kqkgarXQMNMYQA4cIAPr2iKCMcI\nqoa0jhzJ/xswpAUzBx0hPJxdYCricuOoCSlxHB9zDw/XXJsjHUcisSAR9Y10zI5k5iBNmDnoCCyx\nx1NTX4PU0lRqqrBmZvLhJCcNRsB6dOwBewt7pJXSseDH8OFAejpw6xZpJYz7YeagI4wYwcdt790j\nrYQsR4qOwMvKC52NO5OWIogDB/heg6YjYOEO4TiYf1CzjWoJExNgyBAgKYm0Esb9MHPQETp1AgYM\nAA4fJq2ELAcLDiLMQcDiyxIhPl6z+QYVYQ5hOFhAhzkALLQkRZg56BAstMRPfqPFHOrqgORkICRE\n820PtxuOs1fP4k7dHc03rgWYOUgPZg46RHh4+zaH69XXkVuZCz9rDUwYEIFjx/jKpJZaKEZvamiK\nwdaDcegyHaU0+vblQ6J5eaSVMFQwc9AhBg4ESkvbbymNxIJEBPYJhKG+BiYMiICmRyk9SJh9GOLz\n6XhakMn4CXEJCaSVMFQwc9Ah9PX5EMVBekLNGuVg/kGE2dMRUgL4v1OYFuWGOYRRk5QGgNBQZg5S\ngpmDjtFen744jkN8fjzCHbX4KK5Bqqr4YaxDhmjvGAN6DcDVu1dRdoeOrmRoKF9Kg830lwbMHHQM\n1dNXe1vqIv9mPpSNSrh3cyctRRAKBW8MxlosGquvp49geTA1vQdbW8DCAjh/nrQSBsDMQedwcuJL\nIWdnk1YiLqpRSrSUzEhI4I1c29A03wFovz1fKaLWHO7evdupsbFRHwCysrJcd+3aFV1fX09Hxq8d\nIpPxeYf2doEdLDiIUHvpr/imIiFBu/kGFaq8Ay2rJrK8g3RQaw6BgYGH6+rqjEtLS60jIiL2//nn\nn7Oeeuqp30XQJikamxpJSxBMe7vAmrgmJBUkIcReCxMGtEBZGVBeDnh7a/9YDhYOMNQ3RNaNLO0f\nTAMEBwNHjgBKJWkl4iHVe4tac+A4TmZqalq9ffv2ic8999yPW7ZsmXLhwoW+YoiTEp4/elJTIz80\nlI9pN0rznNM46eXp6GraFTadbUhLEURiIl+iW19f+8eSyWQIsQ9BYkGi9g+mASwtARcXIDWVtBJx\n4DgOLitcUHq7lLSUhxCUc0hJSRmybt26J8eOHRsLAE1NTe0uV+Hd0xtJBXQUf+ndmy/hfe4caSXi\nkFCQQF1ISYx8g4pQ+1BqzAFoXz3fnMoc1DfWo7dZb9JSHkLtTX7p0qUvf/bZZ29NmDAhxtPT82Je\nXp5jcHAwHXdJDRJiH4LEQnaBSZHEgkRqQkocJ745BMuDkVSYhCaOjjGioaHtZ66O6tyV4kAKGS2J\nqgeRyWScmNpzK3MR9HsQil8pluQf8kFiYoBVq3R/+dD6xnp0+6ob8hbnoZtpN9Jy1JKdzQ8YKC7W\nfCXWx+G2wg0bJm2ATy8f8Q7aSqqr+Z7v1at8QUld5oktTyDSJRKzvWaLdkyZTAaO49SefQbqdnhU\nL0Emk3GJiYl0PKppCEcLR+jJ9JBTmQOXri6k5aglKAiYM4dP7BkZkVajPU5dOQV7c3sqjAHg8w0h\nIeIaA4C/8w40mIOpKV8K5sgRfn10XaWJa0JSYRK+GfkNaSmPRK05fPXVV2+o/r+2ttZk27ZtkwwM\nDNrdcuAymQzB9sFILEikwhwsLPjE3vHjQGAgaTXaIyE/gZqQEsCvWTB6tPjHDbEPwZqza/Da0NfE\nP3grCA7m/6102RwuVlyEuYk5bLvYkpbySNSag6+v78n7Xw8fPvzIoEGD2uVy4CHyEMTmxOJZ32dJ\nSxFESAh/gemyOSQWJuIV/1dIyxAEx/F/jy+/FP/YQfIgzNs1D/WN9VQUJgwJAV6jw8dajdRzZWoT\n0pWVlZaq7fr1693i4uJG3b59m45ltjRMsD1diT3V05euUttQi7TSNAT2ocP9Ll4EzMyAPn3EP3Y3\n025wsHDAybKT6neWAH5+wKVLfA0qXSWxMBEhcumag9qew4ABA07LZDIOAAwMDBrkcnnhb7/9Nk/7\n0qSHXRc7mJuY40LFBfS36k9ajlqGDwemTAFqaoAOHUir0TwpxSno26MvNUuCJiXxhk0KVd5hiK0W\nq/1pCGNjwN+fX9kwOpq0Gs3T0NSAw5cP4+fIn0lLaRa15lBYWCgXQQc1hNiHIKkgiQpzMDMD+vUD\nUlK0s9oYaRILExEsJ3i3bSFJScDkyeSOHywPxrcp3+LtwLfJiWgBqp6vLprDmStnYNPZBladrEhL\naRa15gAAx44dG1pYWChvaGj4e//Zs2ev1Z4s6RIiD8H6C+vxkv9LpKUIIiTknxEyukZSQRLeH/E+\naRmCaGriZ63/8AM5DQF2AZi2dRpqG2phYmBCTohAQkKAhQtJq9AOUs83AALMYebMmX/l5+c7eHt7\nn9XX1/+7IEN7NYcgeRAW7lmIxqZG6OuJUP+gjQQHA+/Tcf9sEfeU93D26lkMsxtGWoogzp3jx+73\n6kVOQxeTLvDo7oHUklSMkI8gJ0QgAwcChYXA9etANzpGKgsmsTARi3wXkZbxWNSaw6lTpwZmZGR4\nqPIO7R2rTlaw7myNM1fPwLe3L2k5ahk6lL8x3b2rWxOKjhYfhU8vH5gampKWIoikJGn03lSDKmgw\nB0NDPm+mUJANx2kaZaMSKcUp2DhpI2kpj0XtaKW+ffteuHLlCsHnHekRLA+GolBBWoYgTE2BAQOA\no0dJK9EsSYVJVOUbEhPJJqNVqEpp0EJwMP9vp0ucLDsJJ0snWHSwIC3lsag1h2vXrnX38PDIGDly\n5IGoqKjdUVFRu6Ojo3eJIU6qBMmDqLvAdG1Ia1JBEoLkQaRlCKKhgZ/tGxREWgkw3G44TpWdQk19\nDWkpgmDnLjnUhpU++OCDD0TQQRUj+ozAvF3z0NDUAAM9QTl9ooSEAP/5D2kVmuNO3R1cqLiAITbS\nH5IJAKdP80tgdu9OWgnQyagT+lv1x7HiYwh1kH4lW29vvsbS1atAz56k1WgGxWUFFg9eTFqGWtTe\n2YKCghQi6KCK7h27w66LHU5fOY3B1oNJy1GLvz8/Aev2baAzHVMCHsuRoiPw7e2LDoZ0TN5QKKQR\nUlIRbB8MxWUFFeagrw8EBACHDgFTp5JW03bqGupwvOQ4tkzZQlqKWpoNKw0bNuwoAHTq1OmumZnZ\nnfu3zp073xZPojQJlgdTs76DsTEweDCQnExaiWagLd9AevLbg9B07gK6FVo6UXYCrl1dYW5iTlqK\nWpo1h6NHjw4D+DWk79y5Y3b/1l7LZ9wPjYk9hYK0Cs2QVJiEYHsJ3W0fQ309PxhASvWthtoOxdmr\nZ3FPeY+0FEEEBenQuVtAz7mrNiGdl5fnWFtbawIASUlJwcuWLVtcVVUlfdvTMoF9AnGs+BjqG+tJ\nSxGErlxgt2pvIfNaJvys/UhLEcTp04C9PdC1K2kl/2BqaAqfXj44WkzHEDYvL6CiArhyhbSStpNU\nmISgPkGkZQhCrTlMnDhxu4GBQUNubq7TwoULVxUXF9vOmDFjvRjipExX065UFTIbPJgvZHbrFmkl\nbSO5KBl+Nn4wNjAmLUUQUgspqaCp56unx/e8aH+4URWKDOgTQFqKINSag56eXpOBgUHD9u3bJ774\n4ovLv/rqqzfYvAcemoa0GhvzlS5pzzsoChVU5RsUCmkMYX2QYHkwDhUeIi1DMLoQFk0tSYVHdw9q\nCkWqNQcjIyPl+vXrZ6xdu3Z2ZGTkHgCor6+XfkF4EaDp6QvQjdCSolBBxRhxgM83HDsmrXyDCn8b\nf5wvP4+7yrukpQhCV85dWvINgABzWL169dzjx4/7v/3225/Y29sXFBQU2M+aNetPMcRJncA+gThe\nchzKRiVpKYKgfdRHVW0Vsm5kYVDvQaSlCOLkScDREbC0JK3kYToYdsDA3gNxtIiOvEO/fnyNpbIy\n0kpaj+IyXb1etebg6el5cdmyZYunT5++AQDs7e0LlixZ8oX2pUkfiw4WcLZ0pibvMGgQv8A9rQuo\nJF9Ohp81PfkGqYaUVATJg6C4rCAtQxB6esCIEfT2HmobanGy7CSG2dJRKBIQYA6MxxMkD6KmzpKR\nET8hjta8A21PXlJNRqsI6kPPuQvwRktrzze1JBWe3T1hZmxGWopgmDm0EZrMAaA7tERTvkGp5BdZ\nCpDwwBR/G3+kl6dTk3cIDuZnStMITeeuCmYObSTALgApJSnU5B1offqqqq1C9o1sDLKmJ9/g7AxY\nSLjwJm1xw4DPAAAgAElEQVR5B09PoLISKC0lraTlJBXSUWzvftSaQ1ZWluszzzzzS3h4eHxwcHBS\ncHBwUkhISJuK6MbFxY1yc3O75OzsnPPFF18sedQ+ixcvXubs7Jzj5eV17syZMz5tOZ42oS3v4OsL\n5OYCN2+SVtIyki8nw9/GH0b6RqSlCELq+QYVLO+gfWjMNwACCu9NmTJly6JFi36aP3/+r6qV4Nqy\n8E9jY6P+Cy+8sOLgwYNh1tbWpYMGDToRHR29y93dPVO1z969e8fk5uY65eTkOKempvotWrTop+PH\nj/u39pjaRhVaGmo7lLQUtRgZAUOG8HkHmtbmVVxWUDOzFOBvYC+8QFqFeoLlwXgr4S3SMgSjGtL6\n5JOklQjneMlx9O3Rl6p8AyCg52BoaFi/aNGin/z8/FJ9fX1P+vr6nhw4cOCp1h4wLS1tsJOTU65c\nLi80NDSsnzZt2sadO3eOu3+fXbt2Rc+ZM+cPAPDz80utqqoyLy8vl+xK3LTlHWgcM05TzJaGfIMK\n2vIO7NwVD7U9h6ioqN0//PDD8xMnTtxubGxcp3rf0tKysjUHLC0ttba1tS1WvbaxsSlJTU31U7dP\nSUmJjZWVVfn9+92/1ERQUBCCCPXjA+wCMHP7TCgblVSEPYKC6HiqVcHyDdrDxMAEvr19caToCEY5\njSItRy2ennxItKQEsLEhrUYYikIF3hz+JrnjKxRQtMJR1ZrD77///pRMJuO+/vrr11XvyWQyLj8/\n36HFR4PwkBTHcTJ135PKOkQWHSzg3JXPO9AQWvL1BXJy+IuMhhtY8uVkDLEZQoXxAvTkG1QEyYNw\n6PIhKsxBlXc4dIiO0JIq3zDcbjgxDQ8+OH/44YeCvqc2rFRYWCgvKCiwv39rrTEAgLW1dWlxcbGt\n6nVxcbGtjY1NyeP2KSkpsbG2tpb0GIUgeRA1NfLvzzvQAG0jPWg0B1rOXYCu0NLxkuPoZ9UPnYw6\nkZbSYtSag1KpNPr+++9fmjRp0rbJkydvXb58+Yttqa3k6+t7Micnx7mwsFCuVCqNNm3aNPXBNamj\no6N3rV27djYAHD9+3N/c3LzqwZCS1AjqQ8+oD4CuC4ymmC1N+QYV/jb+uFBxAXfq7pCWIgjazt0R\nfUaQltEq1JrDokWLfjp9+vSA559//odFixb9dOrUqYGLFi36qbUHNDAwaFixYsULERER+z08PDKm\nTp26yd3dPXPVqlULV61atRAAxowZs9fBwSHfyckpd+HChat+/PHH51p7PLEI6BNAVZ0lWi6wmzU3\nkVOZA9/evqSlCIKmfIMKVd6BlvUd7s87SB3aVi28HxnHPT4F0L9///Pnz5/vr+49sZHJZJw67WIz\n8OeBWDZqGYbZSX88s1LJL0BTVCTtG9murF1YkbYCB2YdIC1FEJ9+yheI+/Zb0kpaxgeKD1DbUIvP\nwz4nLUUQkyYBEyYAM2eSVtI8NfU16P5Vd1x9/aqkwkoymeyhnO6jUNtzUC30o3qdl5fnaGBg0NBW\ngboITUNaack70BRSAvje2AgKowg0nbsAHT1fmvMNgABz+Oqrr94ICQlJHDFixKERI0YcCgkJSbx/\n5BLjH1jeQfPQZA6qfIMU129QB8s7aB7FZXrO3UehdihraGhoQnZ2tktWVparTCbjXF1ds+6f78D4\nh4A+AZixfQbqGuqoKCst9fkOtOUbTpwAXFykHaZrjvvzDjQMafX05EvPFxcDtrbq9yeBolCB/w7/\nL2kZrabZnkNCQkIoAGzbtm3S/eUsYmNjx27fvn2ieBLpwdzEHK5dXXGi7ARpKYJQ1VmqbNV0Ru1z\n+PJhNr9BRGha9lZPj/+3lmqV1pr6GpwqO0VF/rE5mu05HD58ODA0NDRh9+7dUY+agDZx4sTt2pVG\nJ6rYLclJL0K5P+8wbpz6/cWGtm55UhLw0kukVbSeIHkQlhx8ZB1MSaKqMCzFpPTxkuPob9Wf2nwD\nIGC0Un5+voODg0O+uvfERoqjlQBgT/YeLD2+FAdnHyQtRRCffQaUlwNLl5JW8jA+q3zww5gfqJh1\nXlcHdOvGhznMzUmraR21DbXo9mU3lL1Whs7GnUnLUcuFC/xDTV4eaSUP877ifdQ31uPT0E9JS3kI\njY1Wmjx58tYH35syZcqW1grTdYbbDUdqaSrqGuhIywQHSzOxV1lTidzKXGryDWlpgKsrvcYA/LvO\nEg14egJ37vDDsaVGUgFds/ofRbNhpczMTPeMjAyPqqoq8+3bt0/kOE4mk8m427dvd66trTURUyRN\nqPIOaaVpCOgj/WmyAwcC+fnAjRv8vAepcPjyYQy1HUpVvkHKS4IKJVgeDEWhAmOcx5CWohaZ7J/1\nHWbPJq3mH6rrq3H6ymkqeryPo1lzyM7Odtm9e3fUrVu3uuzevTtK9b6ZmdmdX3755Rlx5NGJKrFH\ngzkYGgLDhgGHD/OTiqQCbTNLFQrg1VdJq2g7wfbBeO3Aa6RlCEY1pFVK5pBSnEJ9vgEQkHNISUkZ\nMmTIkBSR9AhGqjkHAIjNjsXXKV8jaQ4dIz+++AIoKwO+/560kn/o/1N//BL1C/xs/NTvTBhVvqGk\nBOjShbSatlHXUIeuX3ZF6aul6GIi/R+TkQFERvK9X6nwTuI74MDhk5BPSEt5JBrLOfz000+Lqqqq\n/o6k3rx502Lu3Lmr2ypQlwnoE4ATpSdQ21BLWooggoOlta709erruHzrMgb0GkBaiiBSUwF3d/qN\nAQCMDYzhZ+OH5CKJT53/f9zdgbt3gcuXSSv5B9p6vc2h1hzOnz/f39zcvEr12sLC4ubp06fpuGoJ\n0dm4Mzx7eOJ4yXHSUgQxYAB/cV2/TloJz6HCQxhmOwyG+q0u/isqSUl0z294kGB5MDXzHWQyaT3c\n3FXexbmr56jPNwACzIHjOFllZaWl6nVlZaVlY2OjvnZl0Q9NF5iBATB8uHQmFNH25JWUpBvJaBXB\n8mCq1neQkjkcLTqKAb0GwNTQlLSUNqPWHF577bVvhgwZkvLuu+/+75133vl4yJAhKW+88cZXYoij\nGdouMNWEIimgKFQg2J6Ou21NDV+me7j05zwKZpD1IORU5uBmzU3SUgShMgcppCCTCpOoOXfVodYc\nZs+evXb79u0Te/ToUdGzZ8+rMTExE2bPnr1WDHE0M8xuGE5fOY3q+mrSUgQREiINc6i4V4GS2yXw\n7ulNWoogUlKAfv0AMzPSSjSHkb4RhtgMweHLh0lLEYSLC9DQII2kNG293seh1hwAwM3N7dLEiRO3\nR0VF7e7UqdPdoqIiO20Lo51ORp3g1dMLx4qPkZYiCG9vfsTS1atkdSgKFQjoEwADPbU1ISVBYiJv\nrLoGTWFRqeQdbtfdxsWKi/C38ScrREOoNYfly5e/aGVlVR4eHh4fGRm5Z+zYsbFjx46NFUMc7dB0\ngenr/zOhiCS0PXnpWr5BRbA9PecuIA1zSL6cjMHWg2FioBtzhNU+ni1duvTlrKws165du94QQ5Au\nESwPxrtJ75KWIZjgYP5JeNo0chqSCpKwYMACcgJawN27wLlzwFD6B6Y8xMBeA1FYVYjr1dfRzbQb\naTlqCQkB3n2XzzvI1I7g1w60PdioQ23Pwc7Orqhz5863xRCjawy1HYrz5edxV3mXtBRBkM47lN4u\nxbXqa/Dq6UVORAs4coQvP2JK/8CUhzDUN8Rwu+HUrA5nb89XGc7KIqdBl5LRgICeg729fUFwcHDS\n2LFjY42MjJQAPzv51VdfpWyVXPHpYNgBA3sPxJGiI2wBFQEkFfLFyvRkglJhxNHVkJKKUPtQJBYk\nYrLHZNJS1HJ/3sHNTfzj36y5iewb2RhsPVj8g2sJQT2HsLCwg0ql0uju3bud7ty5Y3bnzh0dGpuh\nXULkIUgsSCQtQxCqBVRI9R4SCxIRIqcnu6vr5hBiT8+5C5DNOxy6fIiqQpFCUNtz+OCDDz4AAJUh\nmJmZ0bHIrEQIdQjFS3H0rAATEsLnHcQuZMZxHBIKEvDG0DfEPXAruXULyMwE/HVjYMoj6W/VH9er\nr6P0dimsO1uTlqOW4GDgjTeApib+QUdMEgsSEWofKu5BtYzaf8L09PR+Pj4+Zzw9PS96enpeHDhw\n4KkLFy70FUOcLjDYejBybuSgskaia3E+AKkJRQVVBVA2KuHWjUBMoBUcPgz4+QHG0l8qvNXoyfSo\nWjrUzg7o3JlfBEhsEgoSEGJPT69XCGrNYcGCBT9/++23rxYVFdkVFRXZffPNN68tWLDgZzHE6QJG\n+kYYZjcMhwolUptCDa6uQH29+BOKEgsSEWIfAhmpoSYtRFfnNzwIbaGl0FD+byMmV+9eRdmdMvj0\n9BH3wFpGrTlUV1ebBgcH//3oEBQUpLh3715H7crSLULkIUgoSCAtQxAy2T+hJTGhLd+QkMDfiHSd\nEHv+3JVqefwHCQ3l/zZikliQiCB5EPT1dKvknFpzsLe3L/jf//73bmFhobygoMD+448/fof0+tG0\nEeoQSt3Tl5gXGMdxf/ccaKC8nF+acuBA0kq0j2tXV9Q31qOgqoC0FEEEBwPJyXw5DbGg7cFGKGrN\nYfXq1XMrKip6TJw4cfukSZO2Xbt2rfvq1avniiFOV/Cy8sLVu1dx5c4V0lIEoTKHpiZxjpd5PRMd\nDDvA3sJenAO2kcREfja5AR0VPtqETCajKrTUvTsglwMnToh3TJoebFpCs+Ywa9asPwFg7dq1s5cv\nX/7i6dOnB5w+fXrA999//5KFhQUd5Rolgr6ePoLkQdRcYHZ2gLk5kJ4uzvFou7jaS0hJhSq0RAti\n9nwLbhagur4aHt09xDmgiDRrDqdOnRpYVlbWe/Xq1XMrKystH9zEFKkLhNqHIrGQDnMAgLAw8S6w\nhIIEqrrl7c0cVJPhaMk7hISId+7SNpCiJTRrDs8+++zK0NDQhKysLNeBAweeun/z9fU9KaZIXYCm\nrjkg3tNXQ1MDFIUKhDmEaf9gGiA/H6itBTx070GxWfqY90Fn4864UEFgjGgrCAzkw0o1Ndo/VmIh\nXb3eltCsOSxevHhZZmam+9NPP72moKDA/v4tPz/fQUyRuoBbNzcoG5XIq8wjLUUQqsSeUqnd45ws\nOwnbzraw6mSl3QNpCFWvQQcfFB9LmEMY4vPjScsQhJkZ4OUFHD2q3eNwHIeE/ASdm/ymQm1CeuXK\nlc+KIUTXkclkVF1gXbsCzs5AWpp2j3Mw/yA1vQag/YWUVITZh+Fg/kHSMgQjRs83vSIdnYw6UTOQ\noqXQUeFMR2AX2MMczD+IcIdw7R5EQzQ18SOV2qM5BNsH40jRESgbtdyV1BBinbs0Pdi0FGYOIhLm\nEIbEgkQ0NjWSliKI0FDgoBa97J7yHk6WnURAnwDtHUSDXLgAdOnCj+Zqb1h2sIRrN1ccLzlOWoog\n/P2BS5eASi1WrYnPj6fmwaY1MHMQkV5mvdDbrDdOXTlFWooghg8HzpzhF7XRBslFyRjYeyA6GXXS\nzgE0THw8EK679wK1hDnQ0/M1NgYCArQ307+uoQ5Hio7obDIaYOYgOuGO4dRcYB07AoMGAYe0VBbq\nYP5BhNnT0y0/cKCdmwNlYdHwcP5vpg1SSlLg3s0dFh0stHMACcDMQWTC7OlJSgPAyJHau8BoitnW\n1gLHjun2+g3qGGY3DOkV6bhVe4u0FEGozl1tTM+Iz49HuKNuPykwcxCZEfIROFl2EveU90hLEYS2\nzKHiXgUKqwoxyHqQ5hvXAkeOAP378zPH2ysmBibwt/HHoct0VBh2d+crDOfmar7t+DzdzjcAzBxE\np5NRJwzoNQDJRcmkpQjCxwe4fp0vNKdJEvITMEI+AgZ6dBQoau/5BhXhDuE4kKelrqSGkcn4v1m8\nhjvqN2tuIvN6JobYDNFswxKDmQMBaAot6enxpTQ0fYHtz9uPCMcIzTaqRQ4c4HtR7Z2RjiOpMQdA\nOz3fxIJEDLcbDmMDHV7pCcwciBDuGI74PDrMAdD8BcZxHA7kHaDGHMrLgYICYLDurB3favpb9cft\nutvIv0lH1f6wMECh0GwJ7/j8eKoGUrQWZg4E8O3ti5LbJSi7U0ZaiiDCw/kJRY0amp6RXpEOU0NT\nOFo6aqZBLZOQwCei20OJbnXoyfQw0nEk9ufuJy1FED168CW8NTXTn+M47M/bj1FOozTToIRh5kAA\nAz0DhDuGU3OB2dgAVlb8nAdNsD93PyKc6Og1ACyk9CARjhHYn0fHuQtotuebfSMbDU0NOlmi+0GY\nORAiwjECcXlxpGUIRpMXGE35Bo5j8xseJNwxHIpCBeob60lLEcTIkcB+DXlZXG4cIhwjdLJE94Mw\ncyBEhGMEDuYfpKaUhqbM4Z7yHlJLUxEsp2PCwIULgIkJ4EhHBEwUenTsAUdLR6SUpJCWIoiAAODi\nReDGjba31V5CSgAzB2JYd7aGtZk1TpSJuJ5hGwgMBE6dAm7fbls7ikIFBvYaCDNjM80I0zL79gFj\nxrS/Et3qoCm0ZGzML+va1hF3NfU1OFJ0hJqJm22FmQNBRjmNQlwuHaGljh2BoUPbXumSppASwJvD\n6NGkVUiPCMcIanJmAP833LevbW0kFyWjv1V/mJu0j5mQoppDZWWlZXh4eLyLi0v2yJEjD1RVVT3y\nX1kulxf279//vI+Pz5nBgwdreUUBctBkDgD/BL13b9va2J9HTzL69m2+t9SeS2Y0xxDbIcipzEHF\nvQrSUgQxahQQF8eXXW8tcblx7SakBIhsDp9//vmb4eHh8dnZ2S6hoaEJn3/++ZuP2k8mk3EKhSLo\nzJkzPmlpaTo7unyY7TBkXs/EjWoNBENFQPX01dpaNYVVhaiqrYJ3T2/NCtMSBw8CQ4YApqaklUgP\nI30jBMuDqZkQ5+DAlz5py4g7Zg5aZNeuXdFz5sz5AwDmzJnzx44dO8Y3ty/HcTof5TU2MEZgn0Bq\nZks7O/PJ2fT01n0/NjsWo5xGQU9GRzSThZQez2in0dib08aupIi0JbRUdKsI16qvYUCvAZoVJWFE\nndZTXl5uZWVlVQ4AVlZW5eXl5Y9cOFgmk3FhYWEH9fX1GxcuXLjqmWee+eVR+33wwQd//39QUBCC\ngoK0oFq7jHLkQ0vT+k4jLUUtMhl/ge3dyxehaymxObF4yvspjevSBhzH30hef520EukyxnkM/pv4\nXzQ0NVBRI2v0aOB//wPeeafl343LjUO4Qzg1Dzb3o1AooFAoWv5FjuM0uoWFhcX37ds3/cFt586d\n0ebm5jfv39fCwqLyUW2UlZX14jgOFRUV3b28vM4ePnw44MF9eOn0k1+Zz/X4qgfX2NRIWoog9u7l\nuMDAln/vnvIeZ/apGXez5qbmRWmB8+c5zsGB45qaSCuRNv1/6s8lX04mLUMQNTUcZ2bGcZWVLf9u\n9IZobt35dZoXRYD/v3eqvZdr3O7j4+ObnS5kZWVVfvXq1Z49e/a8euXKlV49evR4ZDarV69eVwCg\ne/fu1yZMmBCTlpY2OCAggI4ypi3E3sIe3U2740TpCfjZ+JGWo5agIGDqVKCqqmXlqxMLEjGw90Bq\nRnqoQkpsCOvjiXSJRGxOLIbbDSctRS0mJvych/h44IknhH+vpr4GSQVJWDNujfbESRBR+0jR0dG7\n/vjjjzkA8Mcff8wZP378jgf3qa6uNr1z544ZANy7d6/jgQMHRvbr16+VUW46iHSJxJ6cPaRlCKJD\nB3750JauLR2bE4uxzmO1I0oLsHyDMMY6j0VsdixpGYIZMwaIbaFcRaEC3j29YdnBUjuiJIqo5vDm\nm29+Hh8fH+7i4pKdmJgY8uabb34OAGVlZb3Hjh0bCwBXr17tGRAQkOzt7X3Wz88vNTIycs/IkSPp\nGBLRSiJdIrE7azdpGYJp6QXGcRxis+kxh5s32RBWofhZ+6HsThmKbml4wQ8tERnJ58xaUkRyd/Zu\nRLpEak+URJFx2lhDTwRkMhlHq/YHaWhqgNXXVji78Cxsu9iSlqOWggLA3x8oKwP09dXvf778PMZv\nHI+8xXlU1KTZsIHfdu0irYQOZm6fieF2w/Gs77OkpQjCywv44Qe+B6wOjuPQZ2kfxM2M05liezKZ\nTNBoUPpS7zqIgZ4BRjuNRmwOHd1ze3u+FLLQMsix2bEY6zKWCmMAeFOIjiatgh7GOo+l5twF+L/t\nboEd9fSKdBjoGcC9m7t2RUkQZg4SIcolCnuy6cg7AMC4ccDOncL2pSnfoFTyM2nH0iFXEkQ4ReBQ\n4SHU1NeQliKIqCjh5rAnew+iXKOoebDRJMwcJEKEUwQOXz6M6vpq0lIEER0tLOxy7d41pFekI0ge\npHVNmiA5GXBxAXr1Iq2EHiw7WMK7pzcSCxJJSxGEry+fV8rNVb/vnuw9iHRuf/kGgJmDZDA3McfA\n3gOpusCqqoCcnMfvtyd7D8IdwmFiYCKOsDbCQkqtY7zbeOzIemjwoSTR0+MT0+p6D9fuXcPFaxcR\n2CdQHGESg5mDhIhyicKOS/RcYFFR6nsPMZdiMMFtgjii2gjHMXNoLePdxmNX1i5q1icRElpSPdgY\nGxiLI0piMHOQEBPcJlB1ganLO9xV3oWiUIExzmPEE9UGLlzg/9u3L1kdNOJg4YCenXpSswBQWBhw\n8iQfXmqO7Ze2Y6L7RPFESQxmDhLC3sIeNp1tcKToCGkpgggJAc6dA65ff/Tn+3P3w9/GHxYdLMQV\n1kp27+Z7De0w96gRJrhNQMylGNIyBGFqyi8A1FwJ+jt1d3D48mFqBlJoA2YOEmOC2wRsv7SdtAxB\nmJgAoaHNT4ijKaQEADExLKTUFia4TUBMZgxomX80aRKwbdujP9uXuw9DbYeii0kXcUVJCGYOEmOi\n+0SqLrDx4/mb6oPUN9Zjb85eRLvScbctLOS3ESNIK6GX/lb9wYFDegUd1W6io/mVDe/effiz7Znb\nMdGt/YaUAGYOksOjuwc6GHbAqSunSEsRRHQ0kJj48NrSikIFXLq6wLqzNRlhLWTbNt7oDKRfeVqy\nyGSyv3sPNGBpyc/0f3CNh9qGWsTlxmGc2zgywiQCMweJIZPJMNF9IrZn0hFaMjfnK13ueWD+3o6s\nHVSFlLZuBSZPJq2Cfia4TaBmSCvw6NDSwfyD8OrphR4de5ARJRGYOUiQiW4TsS1zGzWhpSlTgC1b\n/nnd2NSImMwYTHCnwxyKi4HsbD7BzmgbQ22H4sqdK8itFDDDTAKMH8/PiK+5b3J3zKWYdh9SApg5\nSBLf3r6orq9GxrUM0lIEMW4cH7u9c4d/nVyUDKtOVnDp6kJWmEC2b+d/g6EhaSX0o6+nj0kek7D5\n4mbSUgTRowfg4wMc+P+6zw1NDdiVtYuaBxttwsxBgshkMkz2mIzNGXRcYBYWfIVLVWhp44WNmOYp\n/WVPVWzZwkJKmmSa5zRsvLCRtAzBTJrEhxUBflEqBwsH2HWxIytKAjBzkCgz+s7A+vT11IWW6hvr\nsS1zG6b2nUpakiBKS4GMDH5ILkMzDLMbhsqaSmp6vhMn8g82dXXA+vT1mN53OmlJkoCZg0Tx7e0L\njuOoGbWkCi3FZibC0cIRcnM5aUmCiInh6+wYt88KCVpBT6aHJzyfwKaLm0hLEUTv3kC/fsCuvbXY\nlbULUz3peLDRNswcJIpMJsOMfjOw4cIG0lIEYWkJDBsGfBe/EdP60hNSWreOXxOboVmm9eVDS7T0\nfGfOBL7bsxc+vXzQy4yV5AWYOUia6X2nY+OFjdTUWpoyvQ4plTsxxWMKaSmCyMkB8vOBkSNJK9E9\nBvUehPrGepwrP0daiiAmTwZO1K7HeEcWUlLBzEHCuHd3R4+OPZBclExaiiA69t+Ppqv9YFBDx8S3\ndeuAadPYKCVtIJPJMLXvVGoS0wYdbwOO8UDmJNJSJAMzB4kzve90rE9fT1qGILbnrMcgk2nYQEEk\njOOAv/4CZs0irUR3meY5DRsubEAT10RailpiMmPgYx6EmPV0FIkUA2YOEmda32nYnrkdykYlaSmP\npbKmEvty9+E/Y6di7VrSatSTksL3GAYOJK1Ed/Hq6QXLDpZIKkgiLUUtGy5swOLgGTh7FigpIa1G\nGjBzkDh2XezQt0df7M4SuOgtITakb8Bop9GIDrfEtWv/rI0gVf76i09CsvLc2uVp76ex+uxq0jIe\nS8ntEqSVpmFi3yhMnAgqer5iwMyBAuYPmI/fzvxGWsZjWXN2DZ72fhr6+vxN988/SStqHqUS2LwZ\nePJJ0kp0nyf7PYnY7FhU1VaRltIsv5/9HVP7ToWpoSlmzuQfHCgZZKVVmDlQwCT3SUgtTUXxrWLS\nUh7J+fLzKL9XjjCHMAB8HP+vv4BGiQ6yio0FPDwAuZy0Et2nq2lXhDuGSzYx3cQ1YfWZ1ZjvMx8A\nEBjIl4E5eZKwMAnAzIECOhh2wLS+07Dm7BrSUh7JmrNrMMdrDvT19AHwN97evf+pVyM1Vq0CnnmG\ntIr2w1zvuZI9d5MKktDFpAsG9BoAgF8b/Zln+HOkvcPMgRLm+8zH6jOrJTfyQ9moxLrz6/CU91P/\nen/hQmDlSjKaHkd+PnDqFKulJCYjHUei5HYJLlZcJC3lIX498yvm+cyD7L7k09NP82W8H1yjpL3B\nzIESfHr5wLKDJRLyE0hL+Rd7svfAvbs7nCyd/vX+9OnAkSNAUREhYc3w88/A7NlAhw6klbQf9PX0\nMcdrjuQS0zeqb2Bfzj482e/fyaeePflaW+vWERImEZg5UMT8AfPx65lfScv4FyvSVmDBgAUPvd+x\nI5+Y/vlnAqKaoa4OWLOG79UwxGX+gPlYe24t7invkZbyN3+d/wuRLpGw6PDw3IaFC/nQUntOTDNz\noIgZ/WYgPi8eV+5cIS0FAJ+IvnT9EqZ4PrpcxqJFwK+/8qODpEBMDF9gzYWOZSZ0CgcLBwy1HYq/\nzv9FWgoAPhG98tRKPDPg0cmn0FA+MZ2WJrIwCcHMgSLMTcwxo98M/HDiB9JSAADL05Zjke8iGOkb\nPaRww4wAABXvSURBVPJzNzc+OR0jkSWFV64Enn2WtIr2y0t+L2FZ2jJJFOOLy41DB4MOCOwT+MjP\n9fSABQukmTcTC2YOlPGS30tYdWoVquurieq4Xn0dWzO2YqHv42M0zz0H/PijSKIew4UL/FKg49r3\nmvFECZYHQ0+mh4QC8nmzb1O+xatDXv1XIvpB5s0Ddu4Erl4VUZiEYOZAGc5dnTHMdhj+OPsHUR2/\nnv4V493Gq12Efdy4f0YIkeSLL4DFi1mRPZLIZDK85PcSvk/9nqiOs1fPIvN6Jp7wfOKx+3XrBsyY\nAXxPVi4xZFLo4rUGmUzG0aq9rRy+fBjzd83HpRcuQU8mvr/XN9bDYZkDdk/fDe+e3mr3X7oUSE7m\nhweSoLAQ8PUF8vKALl3IaGDwVNdXo8/SPkiZl/LQCDexmLNjDty7uePN4W+q3begABg0iH/A6dxZ\nBHEiIJPJwHGc2sIxrOdAIQF2Aehs3Bmx2bFEjr/p4iY4WjgKMgaAn1R05Ai/HCcJvvmG18CMgTym\nhqZYMHABvkn5hsjxy+6UYVfWLiwY+PAIu0dhbw+Eh0tr1J1YsJ4DpaxPX48fT/yI5KeTHxs31TQN\nTQ3w+MEDqyJXIdg+WPD3PvkEyMqC6BVbKyr4xHhGBj9+nUGe69XX4brCFacXnEYf8z6iHnvJwSW4\np7yHFWNWCP7OmTNAVBTfezB69NgLqmA9Bx3nCc8ncKPmBvbn7Rf1uOvOr4N1Z+sWGQMAPP88X9Oo\noEBLwpph2TJ+QR9mDNKhm2k3POv7LD5J/kTU4165cwW/nv5VUDjpfnx8+FF37W1SHOs5UMy2jG34\nJPkTnFxwUpTcQ31jPdx+cMOacWuaHQL4OP77X+DmTeCnn7Qg7hFUVgKurkBqKuDgIM4xGcKorKmE\ny3IXpD2TBgcLcf44z+99HiYGJvhmZMtDWsnJfEHJS5cAExMtiBMR1nNoB0x0nwh9PX1szdgqyvH+\nOPcH7M3tW2UMAPDKK8CWLfyQUjH46CPgiSeYMUgRyw6WeH7w8/j48MeiHC//Zj42XdiEt4a/1arv\nBwQA3t7A8uUaFiZhWM+BcuLz4vHCvhdw8bmLMNAz0Npx6hrq4LrCFesmrsMwu2Gtbuerr4DDh4Hd\nWl67KCsLGD6czzV0767dYzFaR1VtFZyWOeHYvGNw6ardaeuzY2bD0cIR7we93+o2VOfUpUtA164a\nFCcyrOfQTghzCIO1mTXWnNFuSeTPj3wO757ebTIGgJ9rkJkJ7NdyquQ//wGWLGHGIGXMTczx5vA3\n8eK+F7U6azq9PB0H8g7g1SGvtqkdV1dgyhTgf//TkDCpw3EclRsvncFxHHe67DTX46se3NU7V7XS\nftb1LK7rF125oqoijbS3cyfHubtznFKpkeYeIiGB4+ztOa62VjvtMzSHskHJ9fuxH7chfYNW2m9o\nbOD8f/Xnfjrxk0baKy/nuK5dOS4nRyPNEeH/751q77Gs56AD+PTywVyfuXhx34sab5vjOCyKXYS3\nA96GbRdbjbQZFQVYW2unrEZtLfDSS8CXXwLGxppvn6FZDPUNsSpyFV7d/6pWlhJdnrYcxvrGguc1\nqKNHD+DNN4H584EmaS2tonGYOegI7wW+h3Pl5xCTqdkqd+vS16GyphIv+mnOeGQyPrH38cd8iEmT\nvPUWP69h0iTNtsvQHkNshyDaNRr/TfivRtvNv5mPjw9/jF+iftHoaL5XXuGXwP3uO401KU2EdC+k\nuIGFlR4i+XIy1/ub3tyN6hsaaa/wZiFn9ZUVl1qSqpH2HuSXXziuXz+Oq67WTHv79nGcjQ3H3dDM\nz2eISGV1Jdf7m95cXE6cRtpramriQv4I4b46+pVG2nuQ/HyO69aN486f10rzWgUsrNT+GG43HFM9\np2LGthmob6xvU1v3lPcwftN4LBm2BIOtB2tI4b+ZNw9wdwdee63tbVVUAHPn8jOwLS3b3h5DXCw6\nWGDjpI2YvWM2cm7ktLm9Dw59gJr6Grzs/7IG1D2MvT1fzHHmTH4RKV2EmYOO8WX4l5DJZHh+7/Ot\nHgHCcRzm7ZqHfj36ae3iAvjw0s8/A3FxwPr1rW+nuhqYOpVf/jO4ZRO3GRIioE8APgr6COM2jsPt\nutYv4Pz72d/x57k/ETM1RqvDu59+mn+4mT4daGhofTuHD0szf8HMQaIoFIpWfc9AzwCbJ29GWmka\nvjz6ZYu/z3EcPjz0IfJu5mFV5Cqt1G26/7d16cIvBvTqq8CmTS1vq7YWGD+eT3B/Im41hmZp7d+O\nFrT5+xb6LkRgn0A8uf1J1DW0/JE8IT8BSw4uwd4n98Kqk1WrNAj9fTIZ8McfwL17fC+4NTf4Zcv4\n3ocU14wQ1Ry2bNkyxdPT86K+vn7j6dOnBzS3X1xc3Cg3N7dLzs7OOV988cUSMTVKhbZcgGbGZoid\nEYsfT/6Ijw9/jCZO2Flb31iPZ2OfxbbMbdgxdQc6GHZotYbH8eBv8/IC4uP5RN9fLVhFsq4OmDCB\nDyP9/jugr69Rma2GmUPbWDZ6GYz1jRH2Zxiu3bsm+Hs7Lu3AtG3TsHnyZrh1c2v18Vvy+4yNge3b\n+aJ8ixfziWohcBw/X2L5cr7n0Lt367RqE1HNoV+/fukxMTETAgMDDze3T2Njo/4LL7ywIi4ublRG\nRobHhg0bpmdmZrqLqVMXsO5sjZR5KTiQdwBj14/F9errj92/sqYSo9aNQuntUhybewzWna1FUsrT\nrx9w8CA/TPDNN4G7dx+/f1oa4O/P19j/6y/AQHvRA4bIGOkbYfOUzQiwC4D/b/64WHHxsfvXN9bj\n9QOv4+W4l7Fn+h6MkI8QSSlPx47Anj3AxYt8mY2srMfvX1nJL1e7ZQtfs0kuF0VmixHVHNzc3C65\nuLg8trJOWlraYCcnp1y5XF5oaGhYP23atI07d+5kizu2gt5mvZE4JxH9rfrDe6U3Pjr0EfJv5v9r\nn8tVl/HagdfgvNwZPj19sHPaTpgZmxHR6+EBnDgBXLnCD0f94w++UJ+KxkYgPR148UV+hbnXXgM2\nbmTGoIvoyfTwaeineH/E+whYE4Dp26YjrTTtX/vcqL6BlSdXYvCvg5F5PROnFpyCn40fEb1dugAJ\nCfzKccOGAR9+yC9Ne3/a7/Ztfv6Nqyu/RvWhQxKvFixkSJOmt6CgoKRTp04NeNRnW7ZsmTx//vxf\nVK///PPPmS+88MLyB/cDwLGNbWxjG9tavgm5T2v8mSs8PDz+6tWrD/nhp59++t+oqCi15dZkMhkn\n5DicgMJRDAaDwWgdGjeH+Pj48LZ839raurS4uPjvOg3FxcW2NjY2JW1XxmAwGAyhEBvK2tyTv6+v\n78mcnBznwsJCuVKpNNq0adPU6OjoXWLrYzAYjPaMqOYQExMzwdbWtvj48eP+Y8eOjR09evQ+ACgr\nK+s9duzYWAAwMDBoWLFixQsRERH7PTw8MqZOnbrJ3d1dwxV4GAwGg/FYSCSkNbktW7bsRTc3t0xP\nT88L//nPf74grUcb29dff/2aTCZrunHjhiVpLZrcXn/99a/c3Nwy+/fvf27ChAnbq6qqupDW1NZt\n3759o1xdXS85OTnlfP7550tI69HkVlRUZBsUFJTk4eFx0dPT88L333+/mLQmbWwNDQ363t7eZyIj\nI3eT1qLp7ebNm+aTJk3a6ubmlunu7p6RkpLi39y+xMW2ZUtMTAwOCwuLVyqVhhzHoaKiojtpTZre\nioqKbCMiIuLkcnmBrpnDgQMHwhsbG/U4jsOSJUs+X7JkyeekNbVla2ho0Hd0dMwtKCiQK5VKQy8v\nr7MZGRnupHVparty5UrPM2fOeHMchzt37nRycXHJ0qXfp9q++eabV2fMmLEuKipqF2ktmt5mz579\nx2+//TaX4zjU19cbPO6BjOryGT/99NOit9566zNDQ8N6AOjevbvw6ZSU8Oqrr3775Zdf/oe0Dm0Q\nHh4er6en1wQAfn5+qSUlJTakNbUFXZ+j07Nnz6ve3t5nAaBTp0533d3dM8vKyiQ4t7f1lJSU2Ozd\nu3fM/Pnzf+V0bETkrVu3uiQnJwfMnTt3NcCH8Lt06XKruf2pNoecnBznw4cPB/r7+x8PCgpSnDx5\n0pe0Jk2yc+fOcTY2NiX9+/c/T1qLtlm9evXcMWPG7CWtoy2UlpZa29raFqte29jYlJSWloo71Vwk\nCgsL5WfOnPHx8/NLJa1Fk7zyyivfffXVV2+oHlp0iYKCAvvu3btfe/rpp9cMGDDg9DPPPPNLdXW1\naXP7S35uaXPzJj755JO3GxoaDG7evGlx/Phx/xMnTgx64oknNufn5zuQ0NlaHvf7Pvvss7cOHDgw\nUvUejU8yQua9fPLJJ28bGRkpZ8yY0YbarOQROkeHdu7evdtp8uTJW7///vuXOnXqpKbQCT3s2bMn\nskePHhU+Pj5nFApFEGk9mqahocHg9OnTA1asWPHCoEGDTrz88stLP//88zc/+uij9x75BdIxsLZs\no0aN2qdQKEaoXjs6OuZev369K2ldmtjS09P79ujRo1wulxfI5fICAwOD+j59+hSWl5f3IK1Nk9ua\nNWueGjp06NGamhoT0lrauqWkpPhHRETEqV5/+umnb+laUlqpVBqOHDly/3ffffcyaS2a3t56661P\nbWxsiuVyeUHPnj2vmJqa3ps1a9Za0ro0tV25cqWnXC4vUL1OTk4ePnbs2D3N7U9ccFu2lStXLnzv\nvfc+5DgOWVlZLra2tkWkNWlr08WE9L59+0Z5eHhcvHbtWjfSWjSx1dfXGzg4OOQVFBTI6+rqjHQt\nId3U1CSbNWvW2pdffvk70lq0vSkUihG6OFopICDgcFZWlgvHcXj//fc/eNwIT+Ji27IplUrDmTNn\n/tm3b9/0AQMGnEpKSgoirUlbm729fb6umYOTk1OOnZ3dZW9v7zPe3t5nFv1fe/ceFNV1BgD8u6yS\nBeWpaQWbtDOYRZ4Lu7CV3c0CgijDdSSLRRGBGEYcFGVQQaww3TFKaSgwAYtDpkHCTghB0FhYKSDl\nvSrKU4SAMCMioUrl6bJIdj39g7kdZrGOGUMp+v1mzh/sufc7H9xhvvs492xkZNZS5/S67erVq74c\nDqfHysqqLykp6eRS5/Nztvr6ejFFUc+5XG4bc8zKysq2LXVei9Fqamrc38TZSm1tbVwXF5dbrzJ9\nnCLkrbhNihBC6CdY1rOVEEIILQ4sDgghhBbA4oAQQmgBLA4IIYQWwOKAlgXmZav79+//xtPTs/p/\nNa6Hh0dNc3MzfzFi5+bmfnz48OHMV90+Ozv7gFwuD1mMXBDS9X//hjRCAEv39jFFUWSxxv6pcQ8c\nOJC9GHkg9CJ45YCWFRaLpV2zZs0TgLmrCIlEUsfn85v5fH7z9evX3QDmvjfE29v7GgDA8PCwhbW1\ndc/jx49/MTIy8u7OnTuLBAJBk0AgaFIqlULd+Gq12mD37t0Ftra2XVKp9JJarTZg+ioqKnyEQqGS\nz+c3BwYGFqpUqlUAAPHx8cl2dnZ3uVxue2xsbIpuzKamJoFQKFTyeLwWkUjU2Nvby2H6BgcH3/P0\n9KzmcDi985cxyMvLC+Vyue1OTk5tYWFhXwEAyGQyWWpq6jEAgIyMjCPMmEFBQd8AANTW1ro7Ozu3\nOjs7t/J4vBYmv5SUlFiBQNDE5XLbZTKZDABApVKt8vPzUzg5ObU5ODjcKSwsDHztg4PeLEv9UgY2\nbK/SVq9ePaX72fT0tMHMzMw7hBDo7e39wMXF5RbTt3fvXnlmZmYUTdMlBQUFuwghEBQUlN/Q0CAi\nhMDAwMD7NjY2XboxU1NTj4aHh/+VEAIdHR0OK1as+LG5uZk3MjKyViKR1E5PTxsQQiA5OfnE6dOn\nE588eWJubW39PbP/xMSEsW7MyclJI41GwyKEQGVlpXdAQEARIXNLh1hYWPwwOjpqplar2fb29ndu\n377N7+zstONwOD3MS49jY2OmhBCQyWR/SE1NPUoIAUtLyyFmqXpmzO3bt/9NqVS6EUJApVIZajQa\nVnl5uU9EREQ2IQS0Wq0eTdMldXV1HxYXF0v379//xcvyxvZ2N7ythJat2dlZ/aioqHPt7e1cFoul\nnX9GnpmZedjOzu6uUChU7tq161sAgGvXrnl3d3fbMNtMTU0ZTU9PGxoaGk4zn9XX138YHR39OQCA\ng4PDHWZF3Bs3bmzq6uqyFQqFSmZsoVCoNDExmWCz2TPh4eFf0jRdStN0qW6e4+PjpqGhoXl9fX0b\nKIoiGo3mP/93Pj4+FWZmZmMAAFKp9FJDQ4OYxWJpAwMDC83NzUcBAExNTcd1Yzo6Onbs2bMn39/f\n/zt/f//vAABEIlFjTExMenBw8NdSqfTS+vXrhyoqKnwqKip8nJ2dWwHmrhj6+vo2iMXihmPHjqXG\nx8cn0zRdKhaLG17vaKA3DRYHtGylp6fHWFhYDMvl8hCtVstis9kzTN/g4OB7LBZL++jRo18SQiiK\nogghhLp58+Zv9fX1Z18Wl+isfsv8vGXLlsr8/Pw9uts3NTUJqqqqvIqKinaeO3cuqqqqymt+f2Ji\n4qdeXl5Vly9f/mhgYODXHh4eNf9tXOY5hG4OurkoFAq/uro6SUlJyfazZ8+e6uzstD9x4sSfaJou\nVSgUfiKRqLG8vHwrAMDJkyf/GBER8YVurNbWVmeFQuGXkJBwxsvLqyoxMfHTl/1d0NsFnzmgZWty\nctJ43bp1/wSYu0ev1WpZAHNLE4eHh39ZUFCwe+PGjd+npaUdBZg7S8/IyDjC7N/W1uakG1MikdQx\nBaCzs9O+o6PDkaIosmnTphuNjY2i/v5+K4C5M/B79+59oFKpVo2Pj5v6+vqWpaWlHW1vb+e+KE9L\nS8sfAAAuXLiwb35fZWXllrGxMTO1Wm1w5cqVHWKxuGHz5s3/uHjx4u9GR0fNAQDGxsbM5u9DCKEe\nPHjwvoeHR01ycnL8xMSEydOnT1f39/db2dnZ3Y2Li/vM1dX1Vk9Pj/XWrVvLc3JyPmGePwwNDa0f\nGRl5d3h42ILNZs8EBwd/ffz48T+3tLTwXudYoDcPXjmgZeFFM3sOHjyYFRAQUJyXlxe6bdu2vzPT\nXZOSkn4vkUjqhEKh0tHRscPV1fUWTdOlGRkZRw4dOvQXLpfbrtFoVri7u9dmZWUdnB8zMjLy/L59\n+y7Y2tp22djYdLu4uNwGAFi7du2/cnNzPw4KCvrm2bNn7wDMfQ+FkZHR1I4dO67MzMywCSFUenp6\njG6ecXFxn4WFhX115syZBD8/PwXzu1AURQQCQVNAQEDxw4cPfxUSEiLn8XgtAACnTp066+7uXsti\nsbQ8Hq8lJyfnE2YfrVbLCgkJkU9MTJgQQqjo6OjPjY2NJxMSEs5UV1d76unpPbe3t+/09fUtW7ly\n5Y/d3d02bm5u1wEAjIyMpuRyeUhfX9+G2NjYFD09vef6+vqz58+fj/x5jxha7nDhPYQQQgvgbSWE\nEEILYHFACCG0ABYHhBBCC2BxQAghtAAWB4QQQgtgcUAIIbTAvwE6oh42+tD0LAAAAABJRU5ErkJg\ngg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1139b1d10>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x=np.linspace(-5,5,100)  # nous définissons une liste (array) avec Numpy \n",
    "plt.plot(x,np.sin(x))  # on utilise la fonction sinus de Numpy\n",
    "plt.plot(x,np.cos(x))  \n",
    "plt.ylabel('fonction sinus')\n",
    "plt.xlabel(\"l'axe des abcisses\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Changer le style des courbes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXQAAAD9CAYAAACsq4z3AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n1W9jAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1139be4d0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "t1=np.linspace(0,5,10)\n",
    "t2=np.linspace(0,5,20)\n",
    "plt.plot(t1, t1, 'r--', t1, t1**2, 'bs', t2, t2**3, 'g^-')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Un histogramme et un affichage de texte sur le graphique"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAZIAAAEVCAYAAADKN2OaAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nIcQIJhKEEEKMYCJBCCHECCYShBBCjPw/NH/3kQSeGEkAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1139a8e10>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mu, sigma = 100, 15\n",
    "x = mu + sigma * np.random.randn(10000)  #generation de 10000 nombres aleatoires\n",
    "\n",
    "bins = 30\n",
    "\n",
    "#  histogramme des donnees\n",
    "plt.hist(x, bins, normed=1, facecolor='r', alpha=0.8)\n",
    "plt.xlabel('Donnees')\n",
    "plt.ylabel('Probabilite')\n",
    "plt.title('Histogramme')\n",
    "plt.text(60, .025, r'$\\mu=100,\\ \\sigma=15$')\n",
    "plt.axis([40, 160, 0, 0.03])\n",
    "plt.grid(True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Questions : "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "D'abord, nous demandons d'écrire un script qui trace un graphique de la pression (en kPa) en fonction du temps (en heures). N'oubliez pas d'indiquer les étiquettes sur les axes.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Sur le même graphique tracer aussi trois lignes (en couleurs differentes) l'une représentant la valeur moyenne ( $\\mu$ ) de la pression et les deux autres la valeurs moyennes plus / moins l'écart type ( $\\sigma$ )."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/jpeg": "/9j/4AAQSkZJRgABAQEAkACQAAD/4gxYSUNDX1BST0ZJTEUAAQEAAAxITGlubwIQAABtbnRyUkdC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\nBQAUAFABQAUAFAH/2Q==\n",
      "text/plain": [
       "<IPython.core.display.Image at 0x10b04b8d0>"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import Image\n",
    "Image(filename='mean-sigma.jpg')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "\n",
    "\n",
    "Deuxièmement, nous demandons également de construire un histogramme, mais  cette fois de la vitesse (en Km/h)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "----------------------------------------------------------------------------------"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Ignorez la cellule ci-dessous. Elle charge notre style d'affichage pour ce document."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<link href='http://fonts.googleapis.com/css?family=Fenix' rel='stylesheet' type='text/css'>\n",
       "<link href='http://fonts.googleapis.com/css?family=Alegreya+Sans:100,300,400,500,700,800,900,100italic,300italic,400italic,500italic,700italic,800italic,900italic' rel='stylesheet' type='text/css'>\n",
       "<link href='http://fonts.googleapis.com/css?family=Source+Code+Pro:300,400' rel='stylesheet' type='text/css'>\n",
       "<style>\n",
       "    @font-face {\n",
       "        font-family: \"Computer Modern\";\n",
       "        src: url('http://mirrors.ctan.org/fonts/cm-unicode/fonts/otf/cmunss.otf');\n",
       "    }\n",
       "    div.cell{\n",
       "        width:800px;\n",
       "        margin-left:16% !important;\n",
       "        margin-right:auto;\n",
       "    }\n",
       "    h1 {\n",
       "        font-family: 'Alegreya Sans', sans-serif;\n",
       "    }\n",
       "    h2 {\n",
       "        font-family: 'Fenix', serif;\n",
       "    }\n",
       "    h3{\n",
       "\tfont-family: 'Fenix', serif;\n",
       "        margin-top:12px;\n",
       "        margin-bottom: 3px;\n",
       "       }\n",
       "       h4{\n",
       "\tfont-family: 'Fenix', serif;\n",
       "       }\n",
       "    h5 {\n",
       "        font-family: 'Alegreya Sans', sans-serif;\n",
       "    }   \n",
       "    h6 {\n",
       "        font-family: 'Alegreya Sans', sans-serif;\n",
       "    }\n",
       "\n",
       "    div.text_cell_render{\n",
       "        font-family: 'Alegreya Sans',Computer Modern, \"Helvetica Neue\", Arial, Helvetica, Geneva, sans-serif;\n",
       "        line-height: 135%;\n",
       "        font-size: 130%;\n",
       "        width:600px;\n",
       "        margin-left:auto;\n",
       "        margin-right:auto;\n",
       "    }\n",
       "    .CodeMirror{\n",
       "            font-family: \"Source Code Pro\";\n",
       "\t    \t\t \t font-size: 90%;\n",
       "    }\n",
       "/*    .prompt{\n",
       "        display: None;\n",
       "    }*/\n",
       "    .text_cell_render h1 {\n",
       "        font-weight: 200;\n",
       "        font-size: 40pt;\n",
       "        line-height: 100%;\n",
       "        color:#CD2305;\n",
       "        margin-bottom: 0.5em;\n",
       "        margin-top: 0.5em;\n",
       "        display: block;\n",
       "    }\t\n",
       "    .text_cell_render h5 {\n",
       "        font-weight: 300;\n",
       "        font-size: 16pt;\n",
       "        color: #CD2305;\n",
       "        font-style: italic;\n",
       "        margin-bottom: .5em;\n",
       "        margin-top: 0.5em;\n",
       "        display: block;\n",
       "    }\n",
       "    .text_cell_render h6 {\n",
       "        font-weight: 400;\n",
       "        font-size: 15pt;\n",
       "        color: #00b35a;\n",
       "        font-style: normal;\n",
       "        margin-bottom: .1em;\n",
       "        margin-top: 0.1em;\n",
       "        display: block;\n",
       "    }\n",
       "\n",
       "    \n",
       "    .warning{\n",
       "        color: rgb( 240, 20, 20 )\n",
       "        }  \n",
       "</style>\n",
       "<script>\n",
       "    MathJax.Hub.Config({\n",
       "                        TeX: {\n",
       "                           extensions: [\"AMSmath.js\"]\n",
       "                           },\n",
       "                tex2jax: {\n",
       "                    inlineMath: [ ['$','$'], [\"\\\\(\",\"\\\\)\"] ],\n",
       "                    displayMath: [ ['$$','$$'], [\"\\\\[\",\"\\\\]\"] ]\n",
       "                },\n",
       "                displayAlign: 'center', // Change this to 'center' to center equations.\n",
       "                \"HTML-CSS\": {\n",
       "                    styles: {'.MathJax_Display': {\"margin\": 4}}\n",
       "                }\n",
       "        });\n",
       "</script>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML at 0x108123590>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.core.display import HTML\n",
    "def css_styling():\n",
    "    styles = open('custom.css', 'r').read()\n",
    "    return HTML(styles)\n",
    "css_styling()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 2",
   "language": "python",
   "name": "python2"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}