{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Importation des modules"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import numpy.fft as fft\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "from scipy import signal\n",
    "from scipy.interpolate import BSpline, splrep, splev"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: pandas in /home/marine/miniconda3/envs/teaching/lib/python3.11/site-packages (2.0.3)\n",
      "Requirement already satisfied: python-dateutil>=2.8.2 in /home/marine/miniconda3/envs/teaching/lib/python3.11/site-packages (from pandas) (2.8.2)\n",
      "Requirement already satisfied: pytz>=2020.1 in /home/marine/miniconda3/envs/teaching/lib/python3.11/site-packages (from pandas) (2022.7)\n",
      "Requirement already satisfied: tzdata>=2022.1 in /home/marine/miniconda3/envs/teaching/lib/python3.11/site-packages (from pandas) (2023.3)\n",
      "Requirement already satisfied: numpy>=1.21.0 in /home/marine/miniconda3/envs/teaching/lib/python3.11/site-packages (from pandas) (1.25.2)\n",
      "Requirement already satisfied: six>=1.5 in /home/marine/miniconda3/envs/teaching/lib/python3.11/site-packages (from python-dateutil>=2.8.2->pandas) (1.16.0)\n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "pip install pandas"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# I. Définitions des fonctions\n",
    "\n",
    "## Importation des données"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def get_data(name) :\n",
    "    tab=pd.read_csv(name,sep='\\t')\n",
    "    tab_t=np.asarray(tab['t'])\n",
    "    tab_x=np.asarray(tab['x'])\n",
    "    tab_y=np.asarray(tab['y'])\n",
    "    tab_r=np.empty((2,tab_x.shape[0]))\n",
    "    tab_r[0,:]=tab_x\n",
    "    tab_r[1,:]=tab_y\n",
    "    return tab_t, tab_r"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Tracés des vecteurs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def trace_vecteurs(tab_x,tab_y,tab_vec_x,tab_vec_y,n=1,start=0,gamma=1,name='') :\n",
    "    fig=plt.figure(figsize=(15,15))\n",
    "    ax=fig.add_subplot(111)\n",
    "    ax.plot(tab_x,tab_y)\n",
    "    ax.set_xlabel('$x$')\n",
    "    ax.set_ylabel('$y$')\n",
    "    ax.quiver(tab_x[start::n],tab_y[start::n],tab_vec_x[start::n],tab_vec_y[start::n],label=name,scale=gamma)\n",
    "    ax.set_xlim(np.amin(np.array([np.amin(tab_x),np.amin(tab_x+(1./gamma)*tab_vec_x)]))-0.1,np.amax(np.array([np.amax(tab_x),np.amax(tab_x+(1./gamma)*tab_vec_x)]))+0.1)\n",
    "    ax.set_ylim(np.amin(np.array([np.amin(tab_y),np.amin(tab_y+(1./gamma)*tab_vec_y)]))-0.1,np.amax(np.array([np.amax(tab_y),np.amax(tab_y+(1./gamma)*tab_vec_y)]))+0.1)\n",
    "    ax.legend(loc='best')\n",
    "    ax.set_aspect('equal')\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Définition d'une classe pour les signaux :\n",
    "\n",
    "comporte\n",
    "> + le signal réel\n",
    "> + le signal spectral (informatique) pas de renomalisation $|c_{\\rm inf}|=(N/2) c_{\\rm phys}$ (sauf pour l'offset ou le rapport est N est non N/2)\n",
    "> + une fontion pour tracer les signaux en fonction du temps trace_signal(self,tab_t)\n",
    "> + une fonction pour tracer le spectre trace_spectre(self)\n",
    "> + une fonction pour dériver derivation(self)\n",
    "> + une fonction pour débruiter debruite(self,Ncut)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "class signal:\n",
    "    \n",
    "    def __init__(self,tab_s=0, tab_cs=0, tab_s_smooth=0, tab_cs_smooth=0, Tv=1):\n",
    "        \"\"\"\n",
    "        Parametres :\n",
    "        ------------\n",
    "        tab_s : array\n",
    "                Signal réel\n",
    "        tab_cs : array\n",
    "                Signal complexe\n",
    "                \n",
    "                \n",
    "            \n",
    "        Usage :\n",
    "        pos = signal(data_s)\n",
    "        pos.tab_cs # et pas _tab_cs\n",
    "        vit = pos.derivation() # dérive\n",
    "        vit.tab_s # pour avoir la vitesse réelle\n",
    "        \"\"\"\n",
    "        #if (tab_s==None and tab_cs == None):\n",
    "        #    raise ValueError(\"Il faut donner un signal !\")\n",
    "        \n",
    "        self._tab_s = tab_s\n",
    "        self._tab_cs = tab_cs\n",
    "        self._tab_s_smooth = tab_s_smooth\n",
    "        self._tab_cs_smooth = tab_cs_smooth\n",
    "        if np.isscalar(self._tab_cs):\n",
    "            if np.isscalar(self._tab_s):\n",
    "                print(\"erreur\")\n",
    "            else :\n",
    "                self._N = tab_s.shape[-1]\n",
    "        else :\n",
    "            self._N = 2*(tab_cs.shape[-1]-1)\n",
    "        self._Tv = Tv\n",
    "        self._dt = Tv/(self._N)\n",
    "        \n",
    "    @property\n",
    "    def tab_cs(self):\n",
    "        \"\"\"Renvoie le signal spectral après l'avoir calculé si besoin\"\"\"\n",
    "        if np.isscalar(self._tab_cs):\n",
    "            #print(\"calcul de la fft inverse\")\n",
    "            self._tab_cs = fft.rfft(self._tab_s)\n",
    "        return self._tab_cs\n",
    "    \n",
    "    @property\n",
    "    def tab_s(self):\n",
    "        \"\"\"Renvoie le signal réél après l'avoir calculé si besoin\"\"\"\n",
    "        if np.isscalar(self._tab_s):\n",
    "            #print(\"calcul de la fft inverse\")\n",
    "            self._tab_s = fft.irfft(self._tab_cs)\n",
    "        return self._tab_s\n",
    "    \n",
    "    @property\n",
    "    def tab_cs_smooth(self):\n",
    "        \"\"\"Renvoie le signal spectral après l'avoir calculé si besoin\"\"\"\n",
    "        if np.isscalar(self._tab_cs_smooth):\n",
    "            #print(\"calcul de la fft inverse\")\n",
    "            self._tab_cs_smooth = self._tab_cs\n",
    "        return self._tab_cs_smooth\n",
    "    \n",
    "    @property\n",
    "    def tab_s_smooth(self):\n",
    "        \"\"\"Renvoie le signal réél après l'avoir calculé si besoin\"\"\"\n",
    "        if np.isscalar(self._tab_s_smooth):\n",
    "            print(\"calcul de la fft inverse\")\n",
    "            self._tab_s_smooth = self._tab_s\n",
    "        return self._tab_s_smooth\n",
    "    \n",
    "    def derivation(self):\n",
    "        \"\"\"Calcul de la dérivée\"\"\"\n",
    "        self.freqs=fft.rfftfreq(self._N,self._dt)\n",
    "        #print(\"freqs=\",self.freqs)\n",
    "        return signal(tab_cs=2.j*np.pi*self.freqs*self.tab_cs,Tv=self._Tv)\n",
    "    \n",
    "    def debruiter(self,tab_t,eps=0):\n",
    "        \"\"\"Filtre passe bas avec coupure à 80% du nombre d'onde max\"\"\"\n",
    "        print(\"dans debruiter\")\n",
    "        self.tab_cs\n",
    "        self.tab_cs_smooth\n",
    "        for k in range(self._tab_cs.shape[0]) :\n",
    "            coeff_max=np.amax(self._tab_cs[k,:])\n",
    "            #print(\"k=\",k,\"coeff_max=\",coeff_max,\"|coeff_max|=\",np.abs(coeff_max))\n",
    "            #print(\"cs=\",self._tab_cs_smooth)\n",
    "            self._tab_cs_smooth[k,:]=np.where(np.abs(self._tab_cs[k,:])>eps*np.abs(coeff_max),self._tab_cs[k,:],0)\n",
    "        #self._tab_cs[:,Ncut:]=0.\n",
    "        self._tab_s_smooth = fft.irfft(self._tab_cs_smooth)\n",
    "        tab_v=self.derivation()\n",
    "        tab_a=tab_v.derivation()\n",
    "        \n",
    "        fig=plt.figure(figsize=(9,9))\n",
    "        \n",
    "        ax_r=fig.add_subplot(3,1,1)\n",
    "        ax_r.plot(tab_t,self._tab_s[0,:],'k--',lw=3,label='$x$')\n",
    "        ax_r.plot(tab_t,self._tab_s[1,:],'b--',lw=3,label='$y$')\n",
    "        ax_r.plot(tab_t,self._tab_s_smooth[0,:],'r_',lw=1,label='$x$ débruité')\n",
    "        ax_r.plot(tab_t,self._tab_s_smooth[1,:],'m-',lw=1,label='$y$ débruité')\n",
    "        ax_r.set_xlabel('$t$ en seconde')\n",
    "        ax_r.legend(loc='best')\n",
    "        \n",
    "        ax_v=fig.add_subplot(3,1,2)\n",
    "        ax_v.plot(tab_t,tab_v.tab_s[0,:],label='$v_x$')\n",
    "        ax_v.plot(tab_t,tab_v.tab_s[1,:],label='$v_y$')\n",
    "        ax_v.set_xlabel('$t$ en seconde')\n",
    "        ax_v.legend(loc='best')\n",
    "        \n",
    "        ax_a=fig.add_subplot(3,1,3)\n",
    "        ax_a.plot(tab_t,tab_a.tab_s[0,:],label='$a_x$')\n",
    "        ax_a.plot(tab_t,tab_a.tab_s[1,:],label='$a_y$')\n",
    "        ax_a.set_xlabel('$t$ en seconde')\n",
    "        ax_a.legend(loc='best')\n",
    "\n",
    "        plt.show()\n",
    "        \n",
    "        return tab_v, tab_a\n",
    "        #print(self._tab_cs[0,Ncut+1])\n",
    "        \n",
    "    def trace_signal(self,tab_t):\n",
    "        \"\"\"Trace |cs| en fcontion de l'indice k, ie |cs| en fonction de la fréquence k/Tv ie f en unité de 1/Tv.\"\"\"\n",
    "        fig=plt.figure(figsize=(9,5))\n",
    "        \n",
    "        ktot=self.tab_s.shape[0]\n",
    "        for k in range(ktot) :\n",
    "            ax_s=fig.add_subplot(ktot,1,k+1)\n",
    "            ax_s.plot(tab_t,self.tab_s[k,:],'k--',lw=2)\n",
    "            ax_s.plot(tab_t,self.tab_s_smooth[k,:],'r-')\n",
    "            ax_s.set_xlabel('$t$ en secondes')\n",
    "            ax_s.set_ylabel('tab_s[k]')\n",
    "        \n",
    "        plt.show()\n",
    "        \n",
    "    def trace_spectre(self):\n",
    "        \"\"\"Trace |cs| en fcontion de l'indice k, ie |cs| en fonction de la fréquence k/Tv ie f en unité de 1/Tv.\"\"\"\n",
    "        ktot=self.tab_cs.shape[0]\n",
    "        #print(ktot)\n",
    "        fig=plt.figure(figsize=(18,10))\n",
    "        for k in range(ktot) :\n",
    "            ax_cs_lin=fig.add_subplot(ktot,2,2*k+1)\n",
    "            ax_cs_lin.plot(np.abs(self.tab_cs[k,:]),'ko')\n",
    "            ax_cs_lin.plot(np.abs(self.tab_cs_smooth[k,:]),'rX',fillstyle='none')\n",
    "            ax_cs_lin.set_xlabel('$f$ en unité de $1/Tv$')\n",
    "            ax_cs_lin.set_ylabel('$|c_{s,\\\\rm inf}|')\n",
    "            ax_cs_log=fig.add_subplot(ktot,2,2*k+2)\n",
    "            ax_cs_log.plot(np.abs(self.tab_cs[k,:]),'ko')\n",
    "            ax_cs_log.plot(np.abs(self.tab_cs_smooth[k,:]),'rX',fillstyle='none')\n",
    "            ax_cs_log.set_yscale('log')\n",
    "            ax_cs_log.set_xlabel('$f$ en unité de $1/Tv$')\n",
    "            ax_cs_log.set_ylabel('$|c_{s,\\\\rm inf}|')\n",
    "        \n",
    "        plt.show()\n",
    "        "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "#https://stackoverflow.com/questions/45179024/scipy-bspline-fitting-in-python\n",
    "\n",
    "class signal_spline(signal):\n",
    "    \n",
    "    def debruiter(self,tab_t,n=5,k=4):\n",
    "        n_interior_knots = n\n",
    "        qs = np.linspace(0, 1, n_interior_knots+2)[1:-1]\n",
    "        knots = np.quantile(tab_t, qs)\n",
    "        tck_x = splrep(tab_t, self.tab_s[0,:], t=knots, k=k)\n",
    "        tab_x_smooth = splev(tab_t, tck_x)\n",
    "        tab_vx_smooth = splev(tab_t, tck_x, der=1)\n",
    "        tab_ax_smooth = splev(tab_t, tck_x, der=2)\n",
    "        tck_y = splrep(tab_t, self.tab_s[1,:], t=knots, k=k)\n",
    "        tab_y_smooth = splev(tab_t, tck_y)\n",
    "        tab_vy_smooth = splev(tab_t, tck_y, der=1)\n",
    "        tab_ay_smooth = splev(tab_t, tck_y, der=2)\n",
    "        \n",
    "        tab_vit=np.empty(self.tab_s.shape)\n",
    "        tab_acc=np.empty(self.tab_s.shape)\n",
    "        \n",
    "        tab_vit[0,:]=tab_vx_smooth\n",
    "        tab_vit[1,:]=tab_vy_smooth\n",
    "        \n",
    "        tab_acc[0,:]=tab_ax_smooth\n",
    "        tab_acc[1,:]=tab_ay_smooth\n",
    "        \n",
    "        return tab_vit, tab_acc"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# II. Test des fonctions\n",
    "\n",
    "Il n'est pas besoin d'éxecuter les cellules du II qui a été écrit pour tester les fonctions précédentes."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "tf = 10 # longueur de la boite\n",
    "Tv = 2*tf\n",
    "N = 50 # nombre de point\n",
    "data_t = Tv*np.arange(N)/N\n",
    "eps=0.1 #taille du bruit\n",
    "\n",
    "omega_x=2*np.pi*1./Tv\n",
    "omega_y=2*np.pi*3./Tv\n",
    "\n",
    "#signal périodiques avec bruits\n",
    "data_x = np.cos(omega_x*data_t)+np.random.normal(0, eps, N)\n",
    "data_y = np.cos(omega_y*data_t)+np.random.normal(0, eps, N)\n",
    "data_s=np.empty((2,N))\n",
    "data_s[0,:]=data_x\n",
    "data_s[1,:]=data_y\n",
    "\n",
    "fig, ax= plt.subplots()\n",
    "ax.plot(data_t,data_s[0,:],\"o-\")\n",
    "ax.plot(data_t,data_s[1,:],\"+-\")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1800x1000 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "calcul de la fft inverse\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "dans debruiter\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x900 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x1500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x1500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "position = signal(tab_s=data_s,Tv=Tv)\n",
    "position.trace_spectre()\n",
    "position_smooth=position.tab_s_smooth\n",
    "position.trace_signal(data_t)\n",
    "data_v,data_a=position.debruiter(tab_t=data_t,eps=0.1)\n",
    "trace_vecteurs(position.tab_s[0,:],position.tab_s[1,:],data_v.tab_s[0,:],data_v.tab_s[1,:])\n",
    "trace_vecteurs(position.tab_s_smooth[0,:],position.tab_s_smooth[1,:],data_v.tab_s[0,:],data_v.tab_s[1,:])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x1500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "trace_vecteurs(position.tab_s_smooth[0,:],position.tab_s_smooth[1,:],0.1*data_v.tab_s[0,:],0.1*data_v.tab_s[1,:])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1800x1000 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "position_spline=signal_spline(tab_s=data_s,Tv=Tv)\n",
    "position_spline.trace_spectre()\n",
    "position_spline_smooth=position.tab_s_smooth\n",
    "position.trace_signal(data_t)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# III. Chute de la bille dans le glycérol"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1) Étude cinématique"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "0) Récupérons les données"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " 2023_TPM1CorrectionRessort.ipynb\n",
      " 231129_data_chutebille.txt\n",
      " 231129_data_chutelibre.csv\n",
      " 231205_M1_data.csv\n",
      "\u001b[0m\u001b[01;35m'Capture d’écran du 2023-11-29 09-02-38.png'\u001b[0m\n",
      "\u001b[01;35m'Capture d’écran du 2023-11-29 09-03-42.png'\u001b[0m\n",
      " \u001b[01;34mChronophotographies\u001b[0m/\n",
      " \u001b[01;35mfig_capstone_affichage.png\u001b[0m\n",
      " \u001b[01;35mfig_capstone_calculatrice.png\u001b[0m\n",
      " \u001b[01;35mfig_capstone_capteurforce.png\u001b[0m\n",
      " \u001b[01;35mfig_capstone_courbe.png\u001b[0m\n",
      " \u001b[01;35mfig_capstone_enregistrement.png\u001b[0m\n",
      " \u001b[01;35mfig_capstone_menu.png\u001b[0m\n",
      " \u001b[01;35mfig_car_axes.png\u001b[0m\n",
      " \u001b[01;35mfig_smartcar.png\u001b[0m\n",
      " \u001b[01;34mFigures\u001b[0m/\n",
      " ME-1240_Wireless-Smart-Cart-Manual.pdf\n",
      " \u001b[01;32mPXL_20231124_104642474.MP.jpg\u001b[0m*\n",
      " \u001b[01;32mPXL_20231124_111305270.MP.jpg\u001b[0m*\n",
      " TP_M1_accelerometre.aux\n",
      " TP_M1_accelerometre.log\n",
      " TP_M1_accelerometre.pdf\n",
      " \u001b[01;31mTP_M1_accelerometre.synctex.gz\u001b[0m\n",
      " TP_M1_accelerometre.tex\n",
      " TPM1AnalysedeMvt_notebook.ipynb\n",
      " TP_M2_AnalysedeMvt.ipynb\n"
     ]
    }
   ],
   "source": [
    "ls "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "data_bille_t,data_bille_r=get_data(\"231129_data_chutelibre.csv\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "1) Débruitons le signal"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "calcul de la fft inverse\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "position_bille=signal_spline(tab_s=data_bille_r,Tv=data_bille_t[-1])\n",
    "position_bille.trace_signal(data_bille_t)\n",
    "data_bille_v,data_bille_a=position_bille.debruiter(data_bille_t,n=10,k=5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "2) Vérifions que la vitesse est tangente à la trajectoire"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x1500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#trace_vecteurs(position_bad.tab_s[0,:],position_bad.tab_s[1,:],data_bad_v[0,:],data_bad_v[1,:],n=10,gamma=1,name='vecteurs vitesse')\n",
    "trace_vecteurs(position_bille.tab_s_smooth[0,:],position_bille.tab_s_smooth[1,:],data_bille_v[0,:],data_bille_v[1,:],start=0,n=2,gamma=1,name='vecteurs vitesse')\n",
    "#ci-dessus start correspond à la première position où on souhaite tracer le vecteur vitesse\n",
    "# n correspond à l'incrément des tracés des vecteurs (tous les combien on veut tracer le vecteur\n",
    "#gamma correspond à un facteur de grandissement si les vecteurs ont une échelle trop grande, on represente vecteur/gamma."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "3) Traçons l'accélération"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x1500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "trace_vecteurs(position_bille.tab_s_smooth[0,:],position_bille.tab_s_smooth[1,:],data_bille_a[0,:],data_bille_a[1,:],start=0,n=2,gamma=10,name='vecteurs accélération')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "5) Tracons v en fonction du temps"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig=plt.figure(figsize=(15,10))\n",
    "ax=fig.add_subplot(111)\n",
    "ax.plot(data_bille_t,data_bille_v[1,:])\n",
    "ax.set_xlabel('$t$')\n",
    "ax.set_ylabel('$v$')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2) Étude dynamique à l'aide de la vitesse.\n",
    "\n",
    "On étudie le système bille dans le RTSG soumis à son poids $\\vec P=\\rho_p\\frac{4}{3}\\pi R^3\\vec g$, à la poussée d'Archimède $-\\rho_g\\frac{4}{3}\\pi R^3\\vec g$ et à la force de Stokes $-6\\pi\\eta R \\vec v$. Lorsque la vitesse est constante, $6\\pi\\eta R \\vec v=(\\rho_p-\\rho_g)\\frac{4}{3}\\pi R^3\\vec g$, soit $\\boxed{\\eta=-(\\rho_p-\\rho_g)\\frac{2}{9} R^2 g/v_y}$."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "4) Traçons $(\\rho_g-\\rho_p)\\frac{2}{9} R^2 g/(-v_y)$ avec $\\rho_p=?$, $\\rho_g=1.25$ kg.L$^{-1}$, $R=2$ mm et $g=9,81$ m$^2$.s$^{-2}$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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XpWV1gDsBAAAAwLBp69Ky+nICOQAAAACGTfvAUAeBXD+BHAAAAADDZqBCrlwM1c+dAAAAAGDYtKmQ24tADgAAAIBh097Zv4ecGKqfOwEAAADAsGnrNNTh5QRyAAAAAAwbLat7E8gBAAAAMGz6hzpUGeowwJ0AAAAAYNhoWd2bQA4AAACAYaNldW8COQAAAACGTZspq3txJwAAAAAYNm1dfRVy5Srk+gnkAAAAABg27faQ24tADgAAAIBho2V1b+4EAAAAAMPGUIe9CeQAAAAAGDZtXSrkXs6dAAAAAGDY9LesVhnqMEAgBwAAAMCwKBQKAy2rVSrkBrgTAAAAAAyL9q6ega/tIbebQA4AAACAYdHe+ZJATsvqAIEcAAAAAMOif6BDaUlSUVZS5NUcOQRyAAAAAAyL/gq56oqylJQI5PoJ5AAAAAAYFv0VcvaP25NADgAAAIBh0dbZF8iVi6Beyt0AAAAAYFi0vaRlld0EcgAAAAAMi/4KuSqB3B4EcgAAAAAMi4GW1QoR1Eu5GwAAAAAMi7auvpbVchVyLyWQAwAAAGBYqJDbN3cDAAAAgGHRPhDIqZB7KYEcAAAAAMPClNV9E8gBAAAAMCy0rO6buwEAAADAsGjr6g3kqgx12INADgAAAIBhoWV13wRyAAAAAAwLLav75m4AAAAAMCxUyO2bQA4AAACAYdG/h1x1uQjqpdwNAAAAAIZF+0DLqgq5lxLIAQAAADAstKzum0AOAAAAgGHRP9ShSsvqHtwNAAAAAIbFwB5yKuT2IJADAAAAYFj0t6xWVYigXsrdAAAAAGBYtKuQ2yeBHAAAAADDYmCoQ7lA7qUEcgAAAAAMi/6hDtVaVvfgbgAAAAAwLNr7K+S0rO5BIAcAAADAkOvuKaSjWyC3LwI5AAAAAIZc/0CHRMvqy7kbAAAAAAy5/oEOiaEOLyeQAwAAAGDI9Q90qCwrTWlpSZFXc2QRyAEAAAAw5PoDuSrtqntxRwAAAAAYcm0mrO6XQA4AAACAIdfWN9TBQIe9uSMAAAAADLn+llUDHfYmkAMAAABgyLVrWd0vgRwAAAAAQ26gQk7L6l7cEQAAAACG3O495FTIvZxADgAAAIAh1z9ltcoecnsRyAEAAAAw5LSs7p87AgAAAMCQazPUYb8EcgAAAAAMORVy++eOAAAAADDk+oc62ENubwI5AAAAAIZc+0DLqvjp5dwRAAAAAIZce1+FXLUKub0I5AAAAAAYcoY67J9ADgAAAIAhZ6jD/rkjAAAAAAy5/kCuSoXcXo6IQO5zn/tc5s6dm+rq6ixcuDD33nvvAc+/++67s3DhwlRXV2fevHm57bbb9vj+008/nWuvvTZz5sxJSUlJbr311n2+z7p16/Jbv/VbmTBhQkaNGpVzzjknjzzyyFB9LAAAAIDjlpbV/St6IPetb30rN9xwQz72sY9lyZIlueyyy3L11VdnzZo1+zx/5cqVueaaa3LZZZdlyZIl+ehHP5oPfvCD+fa3vz1wTmtra+bNm5dPfvKTmTp16j7fp6GhIZdcckkqKirygx/8IEuXLs1f//VfZ+zYscPxMQEAAACOK20DQx2KHj8dcUoKhUKhmAu48MILc9555+Xzn//8wLH58+fnTW96U26++ea9zv/whz+c733ve1m2bNnAseuvvz6PP/54Fi9evNf5c+bMyQ033JAbbrhhj+Mf+chHct99971iNd6BNDc3p76+Pk1NTamrqzvk9wEAAAA41lz9/+7Nsg3N+cq7Lsjlp0wq9nJGxGCzoqJGlB0dHXnkkUdy5ZVX7nH8yiuvzP3337/P1yxevHiv86+66qo8/PDD6ezsHPS1v/e972XRokV5y1veksmTJ+fcc8/NF77whQO+pr29Pc3NzXs8AAAAANhb+8BQBy2rL1fUQG7r1q3p7u7OlClT9jg+ZcqUbNy4cZ+v2bhx4z7P7+rqytatWwd97RUrVuTzn/98Tj755PzoRz/K9ddfnw9+8IP5yle+st/X3Hzzzamvrx94zJo1a9DXAwAAADiemLK6f0fEHSkpKdnj14VCYa9jr3T+vo4fSE9PT84777x84hOfyLnnnpv3ve99ee9737tH6+zL3XTTTWlqahp4rF27dtDXAwAAADietHUZ6rA/RQ3kJk6cmLKysr2q4TZv3rxXFVy/qVOn7vP88vLyTJgwYdDXnjZtWk4//fQ9js2fP3+/wySSpKqqKnV1dXs8AAAAANjbQIVcuUDu5YoayFVWVmbhwoW566679jh+11135eKLL97nay666KK9zr/zzjuzaNGiVFRUDPral1xySZ599tk9jj333HOZPXv2oN8DAAAAgL0VCgUtqwdQ9Dty44035otf/GL+/u//PsuWLcuHPvShrFmzJtdff32S3jbR3/7t3x44//rrr8/q1atz4403ZtmyZfn7v//7fOlLX8of/uEfDpzT0dGRxx57LI899lg6Ojqybt26PPbYY1m+fPnAOR/60Ifyi1/8Ip/4xCeyfPnyfP3rX8/tt9+e97///SP34QEAAACOQZ3dhfT07jCWKi2reykv9gLe9ra3Zdu2bfn4xz+eDRs2ZMGCBbnjjjsGKtU2bNiwRxvp3Llzc8cdd+RDH/pQPvvZz2b69On59Kc/nWuvvXbgnPXr1+fcc88d+PUtt9ySW265JVdccUV+9rOfJUnOP//8fPe7381NN92Uj3/845k7d25uvfXWvOMd7xiZDw4AAABwjGrr6h74WoXc3koK/RMROGjNzc2pr69PU1OT/eQAAAAA+mze0ZYL/vwnKSlJVnzimoMaxHk0G2xWJKIEAAAAYEi1d/ZNWC0vO27CuIMhkAMAAABgSBnocGDuCgAAAABDqq2/Qs5Ah30SyAEAAAAwpPqHOgjk9k0gBwAAAMCQ6m9ZrSoXPe2LuwIAAADAkOpvWa1SIbdPAjkAAAAAhlR7f8uqCrl9clcAAAAAGFKGOhyYQA4AAACAIdW/h1x1hehpX9wVAAAAAIbU7kBOhdy+COQAAAAAGFLtXX0tq+UCuX0RyAEAAAAwpLSsHpi7AgAAAMCQ0rJ6YAI5AAAAAIZU/5TVKoHcPgnkAAAAABhSWlYPzF0BAAAAYEi1GepwQAI5AAAAAIaUPeQOTCAHAAAAwJDSsnpg7goAAAAAQ6q9b6iDCrl9E8gBAAAAMKTaulTIHYi7AgAAAMCQGmhZNdRhnwRyAAAAAAyptr6W1Sotq/skkAMAAABgSBnqcGDuCgAAAABDancgp0JuXwRyAAAAAAypti5TVg9EIAcAAADAkOnpKaSjP5ArFz3ti7sCAAAAwJBp7wvjEhVy+yOQAwAAAGDItHd1D3xdpUJun9wVAAAAAIZMW2dvhVx5aUnKy0RP++KuAAAAADBkTFh9ZQI5AAAAAIZMW1d/ICd22h93BgAAAIAh09+yWlWuQm5/BHIAAAAADJndLatip/1xZwAAAAAYMs27OpMktdUVRV7JkUsgBwAAAMCQaewL5MaNEsjtj0AOAAAAgCHT2NqRJBk7qrLIKzlyCeQAAAAAGDINrb0VcmNVyO2XQA4AAACAIdPYH8jVqJDbH4EcAAAAAEOmv2V13GgVcvsjkAMAAABgyAxUyNlDbr8EcgAAAAAMmYb+oQ41KuT2RyAHAAAAwJDpr5Abp0JuvwRyAAAAAAyZxl19FXKmrO6XQA4AAACAIdHW2Z22zp4kArkDEcgBAAAAMCT621XLS0sypqq8yKs5cgnkAAAAABgSAwMdRlWkpKSkyKs5cgnkAAAAABgSuwM5Ax0ORCAHAAAAwJBo6mtZHVtj/7gDEcgBAAAAMCQa+gM5FXIHJJADAAAAYEg07uptWR1nwuoBCeQAAAAAGBKNAxVyArkDEcgBAAAAMCQaWgx1GAyBHAAAAABDonGXCrnBEMgBAAAAMCQaW/v3kFMhdyACOQAAAACGRIM95AZFIAcAAADAkBgY6lCjQu5ABHIAAAAAHLZCobC7ZXW0CrkDEcgBAAAAcNhaOrrT1VNIokLulQjkAAAAADhsDS291XFV5aWpqSwr8mqObAI5AAAAAA5b//5xJqy+MoEcAAAAAIetcVdvhZwJq69MIAcAAADAYWvon7AqkHtFAjkAAAAADltT34RVAx1emUAOAAAAgMPWXyE3brQKuVcikAMAAADgsDX0V8gZ6vCKBHIAAAAAHLam/j3kalTIvRKBHAAAAACHrb9CbpwKuVckkAMAAADgsJmyOngCOQAAAAAOW9Ou/kBOhdwrEcgBAAAAcNh2t6yqkHslAjkAAAAADktPT2GgQq5eIPeKBHIAAAAAHJbmts4UCr1fj63RsvpKBHIAAAAAHJb+gQ5jqspTWS5ueiXuEAAAAACHpbFv/7j6Gu2qgyGQAwAAAOCwNPZVyI0bLZAbDIEcAAAAAIelcVdvhZz94wZHIAcAAADAYWlo6a2QG2vC6qAI5AAAAAA4LP17yI0bpUJuMARyAAAAAByWxl0q5A6GQA4AAACAw9LQ2h/IqZAbDIEcAAAAAIelv2V1bI0KucEQyAEAAABwWBr7KuTGjRbIDYZADgAAAIDD0tBfIadldVAEcgAAAAAclqb+PeS0rA6KQA4AAACAQ9bZ3ZMd7V1JknEq5AZFIAcAAADAIevfP66kJKlTITcoAjkAAAAADlnTrt794+qqK1JWWlLk1RwdBHIAAAAAHLKG/gmro1THDZZADgAAAIBD1t+yWm//uEETyAEAAABwyBpae1tWVcgNnkAOAAAAgEPW2BfIjTXQYdAEcgAAAAAcsv6W1bFaVgdNIAcAAADAIds91EEgN1gCOQAAAAAOWdOuvpZVe8gNmkAOAAAAgEPW0NLfsiqQGyyBHAAAAACHrH/Kqj3kBk8gBwAAAMAha9rVv4ecCrnBEsgBAAAAcMj6K+QMdRg8gRwAAAAAh6StszttnT1JknoVcoMmkAMAAADgkDS29rarlpWWpLaqvMirOXoI5AAAAAA4JAMDHWoqUlJSUuTVHD0EcgAAAAAckv4KubHaVQ+KQA4AAACAQ9JooMMhEcgBAAAAcEgaVMgdEoEcAAAAAIekcVffHnIq5A6KQA4AAACAQzKwh1yNCrmDIZADAAAA4JAM7CE3WoXcwRDIAQAAAHBI7CF3aARyAAAAAByS/gq5sTUq5A6GQA4AAACAQ9K/h9w4FXIHRSAHAAAAwCHpb1mtF8gdFIEcAAAAAAetUCikaVffUIdRWlYPhkAOAAAAgIPW0tGdzu5CEoHcwRLIAQAAAHDQGlp6q+Mqy0tTXSFiOhjuFgAAAAAHrWnX7oEOJSUlRV7N0UUgBwAAAMBBa2i1f9yhEsgBAAAAcNAGJqzWmLB6sARyAAAAABy0JhVyh0wgBwAAAMBB66+QGztKhdzBEsgBAAAAcNAaBwI5FXIHSyAHAAAAwEFrHGhZVSF3sA46kGttbc3WrVtTKBSGYz0AAAAAHAX6p6xqWT145Qdz8q233pqbbropHR0dqayszIIFC3LOOefknHPOybnnnpuzzz47o0ePHq61AgAAAHCEaNylZfVQHVSF3F/8xV/k/e9/f5588snccccdecc73pHOzs584QtfyGte85rU19fnlFNOyVvf+tbhWi8AAAAAR4CBPeRqVMgdrIOqkOvo6Mjv//7vZ968eTn99NPzmte8ZuB7nZ2defrpp/PYY4/l8ccfH/KFAgAAAHDkGNhDbrQKuYN1UIHcW9/61jz00EOZN2/eXt+rqKgYaF8FAAAA4NjV01NI00DLqgq5g3VQLaszZ87Mn/zJn+Suu+4arvUAAAAAcIRrbutMT9+8z7E1KuQO1kFVyH3zm9/MihUrctVVV2XatGlZtGjRQFXcOeeck7lz5w7XOgEAAAA4QvTvHze6siyV5QdV70UOMpB78skn09HRkaeeempgr7if/exn+fSnP53m5uZ0d3cP1zoBAAAAOEI09O0fZ8LqoTmoQC5JKisrc9555+W8887b4/jq1auHbFEAAAAAHLkGJqzaP+6QDFlN4ezZs4fqrQAAAAA4gjXu6puwqkLukGjyBQAAAOCgNLT0VsjVq5A7JAI5AAAAAA5K467eQG6cQO6QCOQAAAAAOCiN/UMdarSsHgqBHAAAAAAHpcFQh8MikAMAAADgoPRXyBnqcGgEcgAAAAAclEYVcofliAjkPve5z2Xu3Lmprq7OwoULc++99x7w/LvvvjsLFy5MdXV15s2bl9tuu22P7z/99NO59tprM2fOnJSUlOTWW2894PvdfPPNKSkpyQ033HCYnwQAAADg2Ne4q28PORVyh6Togdy3vvWt3HDDDfnYxz6WJUuW5LLLLsvVV1+dNWvW7PP8lStX5pprrslll12WJUuW5KMf/Wg++MEP5tvf/vbAOa2trZk3b14++clPZurUqQe8/kMPPZTbb789Z5111pB+LgAAAIBjVWOLCrnDUfRA7lOf+lTe/e535z3veU/mz5+fW2+9NbNmzcrnP//5fZ5/22235YQTTsitt96a+fPn5z3veU/e9a535ZZbbhk45/zzz89f/dVf5e1vf3uqqqr2e+2dO3fmHe94R77whS9k3LhxQ/7ZAAAAAI41nd092dHelcQecoeqqIFcR0dHHnnkkVx55ZV7HL/yyitz//337/M1ixcv3uv8q666Kg8//HA6OzsP6vrvf//78/rXvz6ve93rBnV+e3t7mpub93gAAAAAHE+adu3OX+prVMgdiqIGclu3bk13d3emTJmyx/EpU6Zk48aN+3zNxo0b93l+V1dXtm7dOuhrf/Ob38yjjz6am2++edCvufnmm1NfXz/wmDVr1qBfCwAAAHAs6J+wWlddnrLSkiKv5uhU9JbVJCkp2fMfXqFQ2OvYK52/r+P7s3bt2vzBH/xBvvrVr6a6unrQ67zpppvS1NQ08Fi7du2gXwsAAABwLOifsDputHbVQ1VezItPnDgxZWVle1XDbd68ea8quH5Tp07d5/nl5eWZMGHCoK77yCOPZPPmzVm4cOHAse7u7txzzz35zGc+k/b29pSVle31uqqqqgPuSQcAAABwrGvoC+TGalc9ZEWtkKusrMzChQtz11137XH8rrvuysUXX7zP11x00UV7nX/nnXdm0aJFqagY3G+E1772tXnyySfz2GOPDTwWLVqUd7zjHXnsscf2GcYBAAAAkDT0tayONdDhkBW1Qi5Jbrzxxlx33XVZtGhRLrrootx+++1Zs2ZNrr/++iS9baLr1q3LV77ylSTJ9ddfn8985jO58cYb8973vjeLFy/Ol770pXzjG98YeM+Ojo4sXbp04Ot169blsccey5gxY3LSSSeltrY2CxYs2GMdo0ePzoQJE/Y6DgAAAMBuTf0tq6NUyB2qogdyb3vb27Jt27Z8/OMfz4YNG7JgwYLccccdmT17dpJkw4YNWbNmzcD5c+fOzR133JEPfehD+exnP5vp06fn05/+dK699tqBc9avX59zzz134Ne33HJLbrnlllxxxRX52c9+NmKfDQAAAOBYo0Lu8JUU+icicNCam5tTX1+fpqam1NXVFXs5AAAAAMPupu88mW88uCY3vO7k3PC6U4q9nCPKYLOiI2LKKgAAAABHh6ZdfRVyhjocMoEcAAAAAIPW0NK3h9xoLauHSiAHAAAAwKA17uoN5Owhd+gEcgAAAAAMWmOrltXDJZADAAAAYND6p6yOUyF3yARyAAAAAAxKW2d32jp7kiT1o1TIHSqBHAAAAACD0tjau39cWWlJ6qrLi7yao5dADgAAAIBBady1e/+4kpKSIq/m6CWQAwAAAGBQGlp6K+S0qx4egRwAAAAAg7KpuS1JMnFMVZFXcnQTyAEAAAAwKKu2tSRJ5kwYVeSVHN0EcgAAAAAMyqqtfYHcxNFFXsnRTSAHAAAAwKCs3NaaJJk7QSB3OARyAAAAAAyKCrmhIZADAAAA4BU1tHSkaVfvlNU5KuQOi0AOAAAAgFe0sm+gw9S66tRUlhV5NUc3gRwAAAAAr2h3u6oJq4dLIAcAAADAK+oP5ObaP+6wCeQAAAAAeEX9E1btH3f4BHIAAAAAvCITVoeOQA4AAACAAyoUClpWh5BADgAAAIAD2tbSkR3tXSkpSU4Yb6jD4RLIAQAAAHBA/dVx0+trUl1RVuTVHP0EcgAAAAAc0MqB/eNUxw0FgRwAAAAAB7RqW18gZ8LqkBDIAQAAAHBAq7a2JhHIDRWBHAAAAAAHNFAhZ8LqkBDIAQAAALBfhUJhYKjDXHvIDQmBHAAAAAD7tWVne1o6ulNakswaL5AbCgI5AAAAAParf/+46WNrUlVeVuTVHBsEcgAAAADs1+52VfvHDRWBHAAAAAD7tbJ/oIMJq0NGIAcAAADAfvVXyJmwOnQEcgAAAADs10oTVoecQA4AAACAfSoUClm9rXeog5bVoSOQAwAAAGCfNjW3Z1dnd8pKSzJrvAq5oSKQAwAAAGCf+ttVZ46rSUWZGGmouJMAAAAA7NMqE1aHhUAOAAAAgH1aNTDQQSA3lARyAAAAAOxTf8vqnAn2jxtKAjkAAAAA9mmgZVWF3JASyAEAAACwl56eQlZva02iZXWoCeQAAAAA2MvG5ra0d/WkvLQkM8bWFHs5xxSBHAAAAAB76R/oMGv8qJSXiZCGkrsJAAAAwF5WbjPQYbgI5AAAAADYS3+FnIEOQ08gBwAAAMBeVm410GG4lBd7AQAAAAD7097Vnec37czqba2pKi/N6KryjKkqz+iqsr7n8oyqLEtJSUmxl3rMWTXQsiqQG2oCOQAAAOCI0NTamaUbmnsf63ufl2/ekc7uwgFfV1KSjK4sT31NRV596qS8+dwZWTh7nJDuMHT3FLJmmwq54SKQAwAAAIqiua0zdzyxIf/1zOY8vb456xp37fO8+pqKnDhpdLp6CtnZ3pWW9q60tHenpaMrhUJSKCQ727uys70rX3tgTb72wJrMHFeTN50zI286d3pOmlw7wp/s6Le+cVc6untSWVaa6WNrir2cY45ADgAAABgxnd09ufvZLfnuknW5a9mmdHT17PH9WeNrcvq0upw+rT6nT6/L6dPrMr2+ep/VboVCIbs6u/tCuu6s3taS7z++IT98akNebNiVz/x0eT7z0+VZMKMubzpnRn717OmZXFc9Uh/1qNbfrjprfE3KSlUaDjWBHAAAADCsCoVCHlvbmH9bsi7ff2JDtrd0DHzvlClj8sZzeltM50+rS31NxaDft6SkJKMqyzOqsjyp7W2tfPWpk/Nnb1qQHy/blH9bsi53P7clT61rzlPrmvOJO5blkpMm5o+uOjVnzRw7DJ/02NE/YVW76vAQyAEAAADDYnNzW7750Nr825J1WdEX8CTJxDFVeeM50/Pmc2fkjOl1Q77XW01lWd5w9vS84ezp2d7Skf98Yn3+7bH1eWR1Q+59fmsWv7At//NXTs17Lp2XUtVf+9Q/YdVAh+EhkAMAAACG1Nrtrbnt7hfyLw+/mI7u3pbUmoqyXHXGlLz5vJm55MQJKS8rHZG1jB9dmesumpPrLpqTNdtac/MPluUHT23MJ+54Jvct35a/fuvZmTimakTWcjQZmLCqQm5YCOQAAACAIbF884587qcv5N8fX5/unt7JqItmj8tvXHBCrlowNWOqihtDnDBhVD73jvPytQfW5P/+x9Lc/dyWXP3/7s3fvPWcXHryxKKu7UijZXV4CeQAAACAw/Lki0357E+X50dLN6bQm8Pl8lMm5QOvOSkXzB1f3MW9TElJSX7rVbNz/pzx+cDXH83zm3fmur9/INdfcWJu/OVTUjFClXtHsq7unqzZ3teyKpAbFgI5AAAA4JA8uHJ7PvPT5bnnuS0Dx646Y0re/5qTjvihCadOrc33PnBpPv4fS/ONB9fk8z97Ib9YsS2ffvu5mTV+VLGXV1TrGnelq6eQqvLSTDOVdlgI5AAAAICD8tS6ptz8g2W5b/m2JElZaUl+9ezp+e+vPjGnTKkt8uoGr6ayLDf/2pm59KSJ+ch3nsiSNY255tP35pO/dlZef9a0Yi+vaFb2tavOnjDK0IthIpADAAAABmXt9tbccuez+ffH1idJKspK8usLZ+W/X3FiTphw9FaVvf6saTlrZn3+4JtL8uiaxrz/649m5dZT8oFfOrnYSyuK1dtMWB1uAjkAAADggBpaOvLZny7PVxavHpia+qZzpuf/u/LUY6a9c9b4UfnW+y7KX9/5XG67+4XccudzmVxXnbcumlXspY24/go5+8cNH4EcAAAAsE9tnd35h/tX5bM/XZ4dbV1JkktOmpCbrp6fBTPqi7y6oVdRVpqPXH1aSkqSz//shdz0nSczubYqrz51crGXNqJWbesL5FTIDRuBHAAAALCH7p5CvvPoi/nUXc9lQ1NbkmT+tLp85OrTcvnJE1NScmzvK/Y/rzo1G5va8t0l6/L7X3s03/q9i3LmzGMvgNyfVQMVcsdG9eORSCAHAAAADFj8wrZ8/D+WZtmG5iTJ9Prq/H9Xnpo3nTsjZcfJBv8lJSX5i2vPypYd7fn58q353X94KN/9/YuPmfbcA+ns7snahl1JkrlaVodNabEXAAAAABTf6m0ted8/PZzf+MIvsmxDc2qry3PT1aflv/7w1bl24czjJozrV1lems//1nmZP60uW3e253f+/sFsb+ko9rKG3YsNu9LdU0h1RWmm1FYXeznHLIEcAAAAHMea2zpz8x3L8rpP3Z0fPb0pZaUl+e2LZufuP3pN3nfFiamuKCv2Eoumtroi//C752fG2Jqs2NqS9/zjQ2nr7C72sobVQLvqhNEpPc5C2JEkkAMAAIDjUFd3T772wOq85q9+lr+7Z0U6uwu5/JRJ+eEfXJaPv3FBxo+uLPYSjwhT6qrzD797fuqqy/PomsZ88BtL0t1TKPayhs3KrQY6jASBHAAAABxn7lu+Nf/tb3+ej333qWxr6ciJk0bny797fr7yrgty8pTaYi/viHPylNp88XfOT2VZae5cuin/5/tPp1A4NkO5gQmr9o8bVoY6AAAAwHFi+ead+eQPluXHyzYnSeprKvKh152cd7xqdirK1OwcyAVzx+dv3nZOPvCNR/OVxaszrb4m//3VJxZ7WUOuv0Jurgmrw0ogBwAAAMe4bTvbc+uPn8/XH1yT7p5CyktLct1Fs/MHrz05Y0dpTR2s1581LRubT8///Y+l+YsfPpOZ42ryhrOnF3tZQ2qgQk7L6rASyAEAAMAxqq2zO/9w/6p89r+WZ0d7V5LkdfOn5KZrTsuJk8YUeXVHp3dfOjcbGnfliz9fmY9+58mcM2tsZo0/NqrJOrp6sq5hV5JkrpbVYSWQAwAAgGNMoVDI95/YkL/4wTNZ19gbsCyYUZePXXN6LjpxQpFXd/T7yNWnZcnaxjyyuiE3/vNj+ebvXZSyY2Ai6ZrtrekpJKMryzKptqrYyzmmaRAHAACAY8gjq7fnzZ+7Px/8xpKsa9yVqXXV+eu3nJ3vvf9SYdwQKS8rzd+89ZyMrizLQ6sactvdLxR7SUNi+eYdSZLZE0anpOToDxiPZCrkAAAA4Bjw/KYd+es7n8sPn96YJBlVWZbrrzgx771sXmoqy4q8umPPCRNG5U9/9Yz80b8+kb+567lcdvLEnDVzbLGXdVh++syWJMn5c8YVeSXHPoEcAAAAHMXWbGvNrT9+Lt99bF0KhaS0JHnrolm58ZdPyeS66mIv75j26wtn5qfPbs4dT27MDd98LP/xwUszqvLojFq6ewr58bJNSZKrzpha5NUc+47O3yUAAABwnNvU3Ja//a/n880H16arp5Ak+ZUzpubGK0/JKVNqi7y640NJSUk+8eYz8+jqxqzY2pI/+89l+cSbzyz2sg7Jo2sasq2lI/U1FTl/7vhiL+eYJ5ADAACAo0hDS0duu/uF/MP9q9Le1ZMkuezkifnDK0/N2bPGFndxx6Gxoyrz1289O+/44gP5+gNr8ppTJ+eXT59S7GUdtDv7Wp1fe9rkVJQZOTDcBHIAAABwFNjR1pm///mqfOHeFdnZ3pUkWTR7XP7wqlPzqnmGNRTTJSdNzHsvm5sv3LsyH/72Ezl71mWZXHv0tAsXCoX86OnedtUrzzj6wsSjkUAOAAAAjmBbd7bny/etzD8tXp3mtt4g7vRpdfmjq07Nq0+dZBrmEeIPrzo19z6/Nc9s3JH/+a9P5MvvPP+o+Wfz7KYdWbO9NVXlpbn8lEnFXs5xQSAHAAAAR6A121rzhXtX5J8fXjvQmnripNG58ZdPzdULpqa09OgIe44XVeVl+fRvnJv/9rc/z8+e3ZJ/+sXq/PZFc4q9rEG5s6867rKTJx61QymONu4yAAAAHEGWrm/ObXe/kP94Yn36ZjXk7Flj8/uvPjG/PH+KIO4IdsqU2tx09Wn5P99fmj//z2W5aN6EnHwUDNi4c2nv/nFXnm666kgRyAEAAECRFQqFPLBye267+4X87NktA8evOGVSrr/ixLxq3vijpv3xePfOi+fkp89uyT3PbckffPOxfPf9F6eqvKzYy9qvdY278tS65pSWJK+dP7nYyzluCOQAAACgSHa2d+X7j6/P1x9YkyfXNSVJSkuS1581PddfMS9nTK8v8go5WCUlJbnl18/Kr/y/e7N0Q3M+dddzuenq+cVe1n7d1TddddHs8ZkwpqrIqzl+COQAAABghD21rilff3BN/n3JurR0dCdJKstL89ZFM/Pey+Zl9oTRRV4hh2NyXXVu/rUz875/eiS337MiV54+JQtnjy/2svbpzqWmqxaDQA4AAGCItXd1p6W9Oy3tXdnR1pWWjq7sbO/Kro7ulCQpLS1JeWlJyl76KClJeVlJyktLU1tdnnGjKlNfU2G/sGNIfzXcNx5ckydebBo4Pm/i6PzGBSfk2oUzM350ZRFXyFC66oypufa8mfn2oy/mxn9+PD/4g8uOuIEJja0deWDl9iT2jxtpR9bvBAAAgCNYa0dX1jfuyrrGtqxr2NX3de9jY1Nbmts609Lelc7uwpBcr6QkGVtTkXGjKjN2VP9zZcaPrsjU+prMHNf/GJX6moohuSZDq1Ao5LG1jfmXR17csxqurDS/smBqfuOCE+wPdwz7k189PYtf2JrV21pz8x3P5P++aUGxl7SHnyzbnO6eQk6bWpsTJowq9nKOKwI5AACAl9m6sz3LNjTnmQ07smxDc57bvCPrGnalobXzoN6npqIso6vKM6aqLGOqyzOqovdHsK6ennQXku6ennR1F9JTKKSrp5DunkK6ugtp2tWZne1dKRSShtbOQV23tqo8M/rCuf6gbu7E0Tlx0pjMGj8qZSrtRkxPTyGPrGnIHU9uyI+e2pj1TW0D3+uvhvu182bYr+s4UFddkb/89bPzW196IP/0i9W58owpuezkScVe1oCB6apnqI4baQI5AADguNXdU8jzm3cMhG9LNzRn2YYd2bqzfb+vqa0uz4yxNZkxtibT+x4zxtVkWn11xtZUZHRVee+jsizlZaWHvLaOrp407upIY2tnGlo60tDa0RfOdWT7zo5saGrLiw2tebFhV7a1dGRHe1ee2bgjz2zcsdd7VZaV9oZzk3sDupMmj8mJk8Zk3qTRR1wL3dGqq7snD67cnh88tTE/fHpjtuzY/XtodGVZXnf6lLz9fNVwx6NLT56Y375odr6yeHX+6F+eyI8+dPkRUdG6q6M7dz/XO9H3ytPtHzfS/MkLAAAcN9o6u/PY2sY8tHJ7HlrdkEdXN2Rne9de55WUJHMmjM78abU5bWrdQDvX9LE1qasemR+kK8tLM7m2OpNrq1/x3P5W2rUNu/Jiw66sa9iVtdtbs2JrS1Zs2Zn2rp48u2lHnt20d1g3c1xNTplSm1Om1ObUqWNyypTanDhpTKoryobjYx1TmnZ15sGV2/OTZZty59JN2d7SMfC92ury/PL8Kbn6zGm57OSJ7udx7iNXn5Z7ntuSVdta83++93Q+9bZzir2k/Hz51rR19mTG2JqcMb2u2Ms57gjkAACAY1Zja0ceXtWQh1Ztz0OrtufJdU177e82urIs86fVveRRm1On1h5VlWOjKstz0uTanDS5dq/v9fQUsq5xV5Zv2ZkXNu/MC1ta+p53ZltLR17sC/H+65nNA68p7Qske4O6MTl5Sm1OnjImcyeOTlX58RssNe3qzEMrt+cXK7blFyu35en1zSm85LfTuFEVufL0qfmVM6fmkhMnprL80CskObaMqizPX7/1nLzltvvznSXrcuUZU/MrC4rbJnrn073tqr98+hRVm0Vw9PwXBgAA4BV0dPXkkdUNuef5Lbn3+S15al3zXudMqq3KBXPG5/w547JozvjMn1Z3TO+vVlpaklnjR2XW+FF5zamT9/heQ0tHntu0o++xM8/2fd3Y2tlbXbe1JT98+iXvVZLMnjA6J00ek5Mnj+l7rs2Jk4/N1tftLR15dHXDfgO4pHdPuItPmpCrF0zLhXPHH1abMse2hbPH5X1XnJjP/+yFfOy7T2bRnHGZWKR9BLu6e/LjZZuSJFeeoV21GI69PzEBAIDjyqqtLbnn+S2557ktWfzCtoEplv3mTRqdC+aMz6I543PBnPGZNb5GNUifcaMrc+G8Cblw3oSBY4VCIVt2tO8O6DbuyPObd+T5zTuzo60rK7e2ZOXWlty1dNMe7zW1rjonTBiV2eNHZfaEUZk9YXTv8/jRqR9V/P2yDmRHW2ee27Qzz23akWf7Pu+zG3fucy/BeZNG58K5E/KqeePzqnkTMqXulVuKod8Nrzs5P31mc57ZuCMf/c6T+bvrFhblz6NHVjekobUz9TUVuWDO+BG/PgI5AACGUFtnd1Zva82qbS1pbO3IzvbutLR3paW9Kzvbu9La0Z2dfb9uae9KaWlJRlWWpaaiPKMqy3q/7nseVVmemoqyTKytGpgYOWlMlSCFtHV2577lW/PTZzfnnue2Zs321j2+P2F0ZS47eWIuP2VSLj154qD2YGO3kpKSTK6rzuS66lx68sSB4/1B3fObd+b5Tb0B3fK+x7aWjmxsbsvG5rY8uHL7Xu9ZX1OR2RNGZVp9dSbVVmVybe/zpDFVvc+1VZk4pmpYWjx7egrZ3tqRzc3t2bKzPZub2/qe27N6W0ue27Qz6xp37ff18yaNzqvmTeh9zB2fyQI4DkNVeVk+9dZz8sbP/jx3Lt2U7y5Zl187b+aIr+NHT/cG6q+dP1lVZ5EI5AAAOChd3T1Z17grK7a2ZOWW3kqZVdtasmJLS9Y37dqrnWsoVZWXZsa4mswcN2ogpJs5blROnDQ6J0+utV/TMWxjU1t+8sym/Neyzbnvhd6NyPtVlJVk4exxufyUSbn85Ek5fVpdSo/hFtRieWlQd8lJE/f43vaWjqza1pI121qzeltrVm/v+3p7a7bsaE/Trs488WJTnnix6YDXGDuqIvU1FampKEt1RV9IX1GW6r7n/l+nJOnsKqSjuzudXYV0dveko7snHV096ezuSWd3IY27OrJlR3u27uxId88r/8E0ta46p0ytzal9e+adOqU2J00ek9FVfmxmaJ0+vS43vO6U/NWPns2ffO/pvGrehEwfWzNi1y8UCrlzae/+cVeeXtx97I5n/mQBAOCAdnV0Z8mahjywcnseXLk9S9Y27BGGvFxtVXnmThqdiWOqMrqqPGOqyjK6srzv697n0X3HegqF7OrsTmtH36O9K62d3dnV0Z3Wjq60dHRnS3N7XmxozcbmtrR39WTFlt7w7+Uqykpy8uTanD69LmdMr8vp0+py+vS61I7QREyGVk9PIU+ua8pPntmcnyzblKfX77kX3IyxNfml0ybn1adOyqvmTRCaFNn40ZUZP7oy550wbq/vtXZ0Zc323qBuc3NbtuzorVTbsqM9m3f0Pm/Z0Z6unkIaWzvT2No5LGucMLpyoBqvv0JvxrianDa1NqdMrj3i22o5trzv8nm5a+mmPLa2MR/+9hP5yrsuGLEK8GUbduTFhl2pKi/N5adMfOUXMCz8VwsAgD007erMI6u3DwRwT77YlK6XVZdUlZdmzoTRmTtxdOZO6nvue0wYXTksP1R0dPVkY1NbXmxo7ZsK2fu8tqE1z27ckea2rizd0JylG5rzr4/sft0J40fljOl1OXNmfRbNHp+zZtanuuL4nRJ5JGvt6MrPn9+anyzbnP96dnO27Ni9f1dJSXLurLF57fwpee38yTl1Sq325aPEqMrynDa1LqdNrdvvOT09hTTt6syWne3Z0daZXR092dXZnV2d3WnrC+h3dfYd6+hKklSUlaairDSV5aWpLCtNRVlJKsr7jpWVpra6fCB4mzCmMhXa8jiClJeV5q/fenZe/+l7c+/zW/P3963Kuy+dOyLX7q+Ou/yUScfkMJajhTsPAECe37Qjdzy5MXct27jPKYLT6qtzwdzxvY8543PipDEj3hJYWV6aEyaMygkTRu31vUKhkHWNu/L0+uY8vb45S9c3Z+n6pqxvasua7a1Zs701P3iq9weQirKSLJhRn0Wzx2Xh7PFZOHtcJtUWZ8odyYsNrfnpM5vz42Wbs3jFtnR07a6+HF1ZlstPmZTXzp+SV586qWjTCBl+paUlGTe6MuNGVxZ7KTBiTpw0JjddPT9/8r2n8+f/uTTzJo7Oa06b/MovPEx39u0fd+XppqsWU0mhMJy7fBzbmpubU19fn6amptTV7f9vewAAjjSFQiFPr2/OD5/amB88tSEvvKwFdN7E0Tl/zviBEG7muKNzKmVDS0eWbmjO0+ubsmRNYx5e3bBH1VW/2RNGZeHscTl/zvicP2d8Tpw0+qj8vEeD7p5CHlvbmP96ZlN+sqx30uBLzRpfk9ee1lsFd8Hc8akqV80IHLsKhUI+/O0n8s8Pv5jRlWX55+svyhnT64ftemu3t+ayv/xpSkuSh//XL2e8EHzIDTYrUiEHAHCc6Okp5LEXGwdCuLXbd08VrCwrzaUnT8zVC6bmilMmHTNTBMeNrswlJ00c2IC+UChk7fZdeXj19jy8uiGPrm7Is5t29G5Cv60133l0XZLevaZeGkjOn1aXMkMCDtm6xl2597ktuff5rfn58q1p2rV7j7DSkmTh7HH5pdOm5HXzJ+ekyWOEocBxo6SkJH/+5jOzrnFX7lu+Le/+h4fz3fdfnGn1wzPk4a6lvdVx588ZL4wrMhVyh0GFHABwNFi7vTX//PDafPuRF7O+qW3geHVFaV59yuRcfebU/NJpk4/b4QdNuzqzZE1DHlndkAdXbs9jaxvT3rXn0IraqvKcN3tcLpjbW0FnH7oDa2nvygMrt+We57bm3ue37FWBWVtdnitOmZTXzp+cK06Z7IdC4LjXtKszv/75+/P85p2ZP60u/3L9RRkzDMNq3n774vxixfb87/92+ojtWXe8GWxWJJA7DAI5AOBI1d7VnbuWbsq3Hlqbny/fOrAn3OjKsvzS/Cm5esHUvPpUmznvS3tXd558sSkPrtqeh1Zuz8OrGrKjvWuPc8pLSzJ/Wl3OO2Fszps9LuedMO6obesdCjvaOvPY2sY8vKohD6zclkdWN6Sze/ePGaUlyTmzxuaykyfl8lMm5uyZY1Nug32APazd3po3f+7+bN3ZnlefOilf/O1FQ/pn5faWjiz6s7vSU0ju/Z+vyazxe+/JyuETyI0AgRwAcKRZvnlHvvng2nxnybpsb+kYOH7pSRPztvNn5ZdPn6Ky6yB19xTyzMbmPLhyex5atT2PrG7Ipua996GbOKYq554wNuedMC5nz6rP/Kl1x+QG9S9t+31kdW9l4bObduw1CGTmuJpcfsqkXH7yxFx04sTU1xyfFZgAB+OxtY15++2L09bZk9961Qn5v29cMCR/2dPW2Z3f/9qj+a9nNmf+tLr84A8uG4LVsi8CuREgkAMAjgRtnd35/uPr862H1ubh1Q0Dx6fUVeWti2blrYtm+VvwIVQoFLK+qS2Prm7Io2sa8uiaxixd37RHRVi/qXXVmT+tNqdNq8tpU2tz+rS6zJ04+qipDuvq7snq7a15ftOOPL9pZ55a35RHVjdm6869A8lZ42uy8IRxWThnfC47aWJmTxh13FYMAhyOHz61Mf/9a4+kUEg+ds38vPfyeYf1fq0dXfm9rzySny/fmqry0nz5d8/PxSdOHKLV8nICuREgkAMAimljU1v+6Rer8vUH1qShtXeT/LLSkvzSaZPz9vNn5YpTJh01wc/Rrq2zO0+vb8qjqxvz6JqGPLW+aY+hGS9VWV6aU6aMycmTazNzXE1mjqvJjLGjMnNcTaaNrS7KVNG2zu682LCrN3jbvDPPbdqR5Zt3ZsWWlnR09+x1fmVZaRbMqMvC2eOysK9l91gZBAJwJPjivSvyZ/+5LCUlyeffcV5+ZcG0Q3qfHW2dedc/PJSHVjVkVGVZ/v6d5+dV8yYM8Wp5KYHcCBDIARyb2jq7s75xV9Y17kpDa2faOrvT3tmdts6etHV2p63rJV939qSkJBlTVd77qO59ru177j82YXRVJtdWpdSURobAkjUN+fJ9q3LHkxvS1dP7v3IzxtbkNy88IW9ZOFMwcoTY0daZZzfuyLKNO7JsQ3Oe2dCcZzbuSGtH935fU1KSTKmtzoy+oG5KXXVqX/ZnS211xcCfLbVV5aksL01ndyFdPT3p6i6ks7snXT19z33HW9q7s2VHe7bsbM/m5t7nLTvasmVHezbvaM+Otq79rqmmoiwn9wWIp04dk/NOGJcFMwy1ABhOhUIhf/zvT+effrE61RWl+ebvXZRzZo09qPdobO3I7/z9g3n8xabUVpfnH991Qc47YdzwLJgBArkRIJADODp1dvfkhS07s2prS9Y1tmVdw66sb9yV9U27sq5hV7a9ZN+toVRdUZrZ40dn9oRRmTOx93nuhNGZPXF0ptVVC+s4oM7untzx5IZ8+b5VeWxt48DxC+aOz7sumZPXzZ+iGu4o0NNTyNqG1izb0JyVW1vzYkNrXmzYlRcbWrOucVfaOveuRhspoyrLcvLkMTlpcm1vBV9fCDdjbI0/nwCKoKu7J+/9ysP56bNbMnFMZb76ngtz2tTBZQ9bd7bnt774QJ7ZuCPjRlXkn959YRbMqB/mFZMI5EaEQA7gyLezvSvLNjRn6frex9MbmvLcxp37bMF6qdGVZZkxribjR1empqIs1QOP0lSV7/66uqIsPYVCWtq70tLenR1tXdnZ3pmd7V3Z2daVHe1d2dHWle0tHenu2f9/civLSzNv4uice8LYnHvCuJx3wtjMmzjGD8GkoaUjX39wTf5p8epsbG5L0tsu+Iazp+d3L5njf66PIYVCIdtaOvJiQ+9fDrzY0JotO9rT0tHV92dL3/PA171/1vT/0VJRVpLy0tKUl5Wkoqw05aUlvY+y0oyqLMuk2qpMGlOVSXV9z7W9j8m11ZlUW5W66nJ7vgEcYXa2d+Wtty3O0g3NSZJXzRuf37jghPzKgqn73eJgU3NbfvMLv8gLW1oycUxVvvaeC3Pq1NqRXPZxTSA3AgRyAEeWjq6ePLmuKQ+t2p4nX2zK0+ubsmpb6z7Pra0qz4mTx/S2hY2tyfS+x4y+R13N0P5g2tndk3UNu7JqW0tWb2vNqm0tWbW19+s121sH2g5fqq66POecMC7nzhrbG9TNGpf6UaYUHi9Wbm3Jl36+Iv/6yIsDVVMTx1TlulfNzm9eeEIm1VYVeYUcCQqFQrp7CikrLRGmARyjNjW35WPffSr/9cymgb+EGTeqIr++cGbefsEJOXHSmIFzX2xozTu++EBWb2vNtPrqfO09F2beS77P8BPIjQCBHEBxtbR3Zcmaxjy4anseXLktj61t3Ge719S66pwxvS6nT6/rfZ5Wn1nja46YH167unuyvrEtSzc0Z8nahixZ3Zgn1u37s5w8eUwuP2VSXn3qpJw/Z7w9nI4xhUIhD61qyBfuXZEfL9uU/v9LO2N6Xd596dy8/qxpRdnwHwAovvWNu/LPD6/Ntx5amw1NbQPH+6vm5k+ryzv//sGsb2rLrPE1+fp7XmXKehEI5EaAQA6ObIVCIZua29O0q7OvhbA7O9u60tLe2+qzs733612d3amvqdjdylNblYl9z6Oryov9MXiJ5rbOPLhiex5YuS0PrmrIU+ua9moDHT+6Motmj8t5s8f1hW91mTDm6Ksk6uzuybMbd+TRNQ1ZsqYxS9Y07FXtV11RmovmTcgVp0zKFadOztyJo4u0Wg5XV3dPfvDUxnzx3hV5/MWmgeO/dNrkvOeyublo3oQjJkAGAIqrq7sndz+3JV9/YE1++uzmvLzRYt6k0fn6e16VqfWGPBWDQG4ECOTgyFIoFPL85p15YOX2PLhyex5YsS2bd7Qf1nu+dM+dEyeNyWnTanPa1LqcNrU240ZXDtHK2Z+2zu48uqYh9y/flvte2JonXtw7gJsxtibnzxmX8+eOz4Vzx+fESWOO2eBi2872/GLF9tz93Obc/dyWbGre8/f37AmjckVf9dzFJ05UPXcUaG7rzD8/tDZfvm9V1jXuSpJUlZfm186bmXdfOjcnTdZiAgDs38ur5k6bWpt/eveFtrYoIoHcCBDIQXF19xSybENzb/i2clseWtWQ7S+bjlleWpL6moqMrirPmL7H6KqyjK4qT211eUZXlqe6oixNuzqzZUd7tuxs733e0Z5dnd0HvP7UuuqBgG5+3/OJk0abcngYunsKeXp9U+5bvi33Ld+ah1ZtT3vXnm2bcyeOzqvmTcgFc8fl/DnjM3Pc8VmGXygU8uymHbn72S25+7kteWjV9nR27/5P+ujKsrzmtMm56oypec1pkzNGtecRZfnmnfnK4lX59iMvpqWj98+aCaMrc91Fs3Pdq2YflVWdAEDxdHX37qV82tS61FT6S9liEsiNAIEcFMeLDa350s9X5tuPvJjmtq49vlddUZqFs8flgjkTcuG88Tln1thDrhJqae8aCOk2NrXl+U07smzjjjyzsTlrt+/a52uqK0pz5oz6nDNrbM6eNTbnzBqbGWOPnL3KjjQ9PYU8s3FHFq/YlsUvbMuDK7ft9c90Um1VLjlxQi45aWIuPmliZoytKdJqj2wt7V1Z/MK2/Oy5zfnJss177CtSWV6ay06amKsWTM0vz5+iurNIenoKufu5Lfny/atyz3NbBo6fPHlM3nXp3Lz53BmqGgEAjnICuREgkIOR9dS6pvzdPStyx5MbBtoWx1SVZ9Gccblw7oRcMHd8zpxRn8ry4a9Q29HWmec27ciyDb0B3TMbduSZjTuys71rr3MnjqnKObPqc/bMsTnnhLE5a8bY43ZSZk9PIc9t3pFfvLAti1dsywMrt6extXOPc2qryvOqEycMhHAnTT52W1CHS6FQyBMvNuWHT2/MD5/amJVbWwa+V1Zakgvnjs+vLJiaq86Ymil19hYZbjvaOvOvj7yYf7x/1cA+gCUlyevmT8k7L56Ti0+0PxwAwLFCIDcCBHIw/AqF3oqS2+9Zkftf2DZw/NKTJua9l8/LJSdOOGJaRHt6ClmxdWeWrGnM4y825vG1TVm2oTldL99lNb17fZ05oz5nzazPmTPGZsGMutRWH3sh3Y62zjy5rilPvNiUx/qmob68rXhUZVnOnzM+F504IRfNm5AzptcdMf9MjwX9eyv+8KnecG7phuaB75WUJItmj8vVC6bl6jOnZlq96sOhtGxDc7754Jr860vaUmury/P282flulfNyQkTjs92awCAY5lAbgQI5GD4dHT15PuPr88X7l2RZzbuSNJb2fPfzpqW9142Lwtm1Bd5hYPT1tmdp9c357G1jXl8bW9Qt/plkzL7zZs0OmfNqM+ZM8fmtKm1OWnymEyurTpqKmc6unqngj72Yt9nXduY5Vt25uX/lampKMuiOePyqnkTctGJE3LmjPpUCOBGzJptrfnh0xvyg6c2Zsmaxj2+d94JY3PNmdPyKwumHrd78x2uxtaO/Ptj6/Mvj6zNU+t2h58nTR6Td148J28+d4bpzQAAxzCB3AgQyMHQKxQK+d7j63PzHc9kY3PvHlijK8vy9gtOyLsunXtM7B/W2NqRp9Y154l1jXnyxd7qsf7pii9XW12eEyeNycmTx+SklzxmjhuVstLiBHVNuzqzamtLVvY9Vm3rfX5m4450vGwAQ9I7BfXsvpbdhbPH5ayZY0ekrZhXtr5xV3741Mb84KkNeXh1wx7h6dkz63P1mdPyy6dPyYmTTPo8kO6eQu59fkv+5ZEXc9fTm9LR3fvvQUVZSV572pT81qtm55KTtKUCABwPBHIjQCAHQ2vzjrb8r+8+lTuXbkqSTK6tyu9eMje/eeEJqa859to5X2rbzvY8ua6pN6Bb15Tlm3dm9baW7KPbNUlSVV6aafXVmVxbnUm1VXs8Jr/k61GV5SkvLUl5aUnKSkv2Gwi0dXaneVdnmvbxaGztzNqG1qza2pJV21r3ajl9qfqait5hFjPrc/assTlr5lgj148Sm5rb8qOnN+aOJzfkwZXb9/i9N2/i6Lx2/uS8bv6ULJw9Tktxn5VbW/IvD6/Ndx5dN/AXCEkyf1pd3rJwZt507oyMN0ADAOC4IpAbAQI5GBqFQiH//tj6/Mn3nk7Trs5UlJXkg790cn7vinmpKj9+Jw62d3Vn1dbWPL95R5Zv3jnwWLG1ZZ+VaINR1hfO9Qd0ZaUlae3oTvtBvt/k2qrMmTg6cyeM7n2eODqnTq3NnAmjVAEdA7bsaM+Pnt6YO5duyuIXtqaze/f/KowdVZFfOnVyXjt/Si4/ZeIxuffh/hQKhTy5rik/Xropdy3bnGUv2Y9v7KiKvOmcGfn1hTOPmpZ6AACGnkBuBAjk4PBtbm7LR7/7VH68rLcqbsGMutzylrNz2lT/Tu1Pd08h6xp2ZWNzWzbvaMuWHe3ZvKN9j+ctO9qyraVjr/3bDqSkJKmrrkh9TUXGjup9rqvpfZ5eX505E0dnTl8AN8YeWMeNHW2duff5rfnx0k35r2c37zEVt6KsJBfOnZCLT5qQV807NvcDbO/qzuIXtuWupZvyk2Wb96iEKy1JrjhlUt6yaFZeO3/ycf0XCAAA9BLIjQCBHBy6QqGQf3tsXf70e0sHquL+4LUn531XnHjM/UBfLN09hXR296Srp5CuvufunsJev66pKEtdTUVqq8pTWqR96Tg6dHX35JHVDfnJM5tz19JNWbm1ZY/vj6osy6I54/OqeeNz0bwJWXAUBnSFQiHrGnflgRXb8+Nlm3LPc1sGJqQmvZ/xilMm5XXzp+SXTpuccVpSAQB4CYHcCBDIwaF5eVXcmTPqc8tbzs6pU2uLvDLgYLywZWfufnZLHli5LQ+s3L5H9VzSO5Bl0ZzxuWDu+Jw+rS6nTq3NtPrqI6qteWd7V554sTFL1jTmsbW9z1t3tu9xzuTaqrzu9Cn55dOn5KJ5E1JdoRIOAIB9E8iNAIEcHLw7n96YP/yXx9Pc1pWKspLc8LpT8nuXzzvqqmiAPfX0FPLMxh35xYpt+cWK3oCuaVfnXufVVpfn1Cm1OXVqbU6bWptTptTmtKl1qR81vHvRdXb3ZGNTW9Y17sqqrS15vC+Ee27Tjr2Gp5SXluT06XUDlXBnzqhXPQoAwKAI5EaAQA4Gr1Ao5PZ7VuSTP3wmhYKqODjWvTSgW7K2Mc9ubM6KLS3p2s/o4Em1VZk0pioTxlRmwujKjB+9++sJY6oyfnRlxo6qSKHQ33a9uwW797kn3T2F7Orozsbm3uBtXcOurG/clfWNbdm0o22/eyrOGFuTc2aNzbknjM05s8ZmwYx6VXAAABySwWZFduUGhl1HV0/+9789lW89vDZJct2rZueP33C6qjg4hpX2VZmdPn33/4R0dPVkxdadeXbjjjyzcUee63te17irbxhJ+wHe8fBVlpdmxtiazBhbkwUz6nPuCWNz7qyxmVxXPazXBQCAlxPIAcOqqbUz13/1kSxesS2lJckf/7fT885L5hZ7WUARVJaX5rSpdTltal3e+JLjO9o6s3pba7bubM+2nR3Z3tKRrS3t2b6zI9ta+h4729O8qzNlpSUpKy1NeWlJykpLUl7W99x3vLKsJFPrqzO9L3ibMbYm0/seE0ZXaj0FAOCIIJADhs2qrS151z88lBVbWzK6siyf+c3z8prTJhd7WcARpra6Igtm1Bd7GQAAMGIEcsCweGDFtrzvq4+ksbUzM8bW5EvvXJTTptprEQAAAARywJD710dezE3feSKd3YWcPWtsvvDbCzO51h5NAAAAkAjkgCHU01PIX9/1bD770xeSJK8/a1r++i1nm1YIAAAALyGQA4ZEd08hf/Qvj+c7S9YlSf7HL52UD73uFBuoAwAAwMsI5IDD1tXdkw/98+P5/uPrU1Zakr+89qxcu3BmsZcFAAAARySBHHBYOrt78gffXJI7ntyYirKS/O1vnJdfWTC12MsCAACAI5ZADjhkHV09+cDXH82dSzelsqw0n3vHeXnd6VOKvSwAAAA4ognkgEPS3tWd3//qo/nJM5tTWV6a269bmFefOrnYywIAAIAjnkAOOGhtnd153z89kruf25Kq8tJ88XcW5bKTJxV7WQAAAHBUEMgBB2VXR3fe+5WH8/PlW1NTUZYvvXNRLj5xYrGXBQAAAEcNgRwwaC3tXXn3Pz6UX6zYntGVZfny716QC+aOL/ayAAAA4KhSWuwFJMnnPve5zJ07N9XV1Vm4cGHuvffeA55/9913Z+HChamurs68efNy22237fH9p59+Otdee23mzJmTkpKS3HrrrXu9x80335zzzz8/tbW1mTx5ct70pjfl2WefHcqPBceUne1deeeXH8wvVmzPmKryfOXdwjgAAAA4FEUP5L71rW/lhhtuyMc+9rEsWbIkl112Wa6++uqsWbNmn+evXLky11xzTS677LIsWbIkH/3oR/PBD34w3/72twfOaW1tzbx58/LJT34yU6dO3ef73H333Xn/+9+fX/ziF7nrrrvS1dWVK6+8Mi0tLcPyOeFo1trRlXd9+aE8tKohtdXl+ep7LszC2cI4AAAAOBQlhUKhUMwFXHjhhTnvvPPy+c9/fuDY/Pnz86Y3vSk333zzXud/+MMfzve+970sW7Zs4Nj111+fxx9/PIsXL97r/Dlz5uSGG27IDTfccMB1bNmyJZMnT87dd9+dyy+/fFBrb25uTn19fZqamlJXVzeo18DRpq2zO+/5x94942qry/O191yYs2aOLfayAAAA4Igz2KyoqBVyHR0deeSRR3LllVfucfzKK6/M/fffv8/XLF68eK/zr7rqqjz88MPp7Ow85LU0NTUlScaP33/VT3t7e5qbm/d4wLGss7snH/j6o/n58q0ZVVmWf/jdC4RxAAAAcJiKGsht3bo13d3dmTJlyh7Hp0yZko0bN+7zNRs3btzn+V1dXdm6deshraNQKOTGG2/MpZdemgULFuz3vJtvvjn19fUDj1mzZh3S9eBo0N1TyA3feiw/XrY5VeWl+dLvnJ+Fs8cVe1kAAABw1Cv6HnJJUlJSssevC4XCXsde6fx9HR+sD3zgA3niiSfyjW9844Dn3XTTTWlqahp4rF279pCuB0e6np5C/ue/PpH/fGJDKspK8nfXLcxFJ04o9rIAAADgmFBezItPnDgxZWVle1XDbd68ea8quH5Tp07d5/nl5eWZMOHgA4P/8T/+R773ve/lnnvuycyZMw94blVVVaqqqg76GnA0KRQK+ePvPZVvP/piykpL8re/cV5eferkYi8LAAAAjhlFDeQqKyuzcOHC3HXXXXnzm988cPyuu+7KG9/4xn2+5qKLLsr3v//9PY7deeedWbRoUSoqKgZ97UKhkP/xP/5Hvvvd7+ZnP/tZ5s6de2gfghFVKBSyqbk9z23akec378zyzTvy/KadqaupyE1Xn5aTp9QWe4lHtUKhkJt/8Ey++os1KSlJPvXWs/MrC/Y9qRgAAAA4NEUN5JLkxhtvzHXXXZdFixbloosuyu233541a9bk+uuvT9LbJrpu3bp85StfSdI7UfUzn/lMbrzxxrz3ve/N4sWL86UvfWmPdtOOjo4sXbp04Ot169blsccey5gxY3LSSSclSd7//vfn61//ev793/89tbW1A1V39fX1qampGclbwAGsa9yVO57YkOc39wVwm3ZmR3vXPs+9b/nWfPSa+fnti2Yfcvvy8e7WHz+f2+9ZkSS5+c1n5o3nzCjyigAAAODYU1Lo34CtiD73uc/lL//yL7Nhw4YsWLAgf/M3f5PLL788SfLOd74zq1atys9+9rOB8+++++586EMfytNPP53p06fnwx/+8ECAlySrVq3aZ8XbFVdcMfA++wtsvvzlL+ed73znoNY92FG2HJrtLR157V//LA2te07PLSstyZwJo3LKlNqcPHlMTpw8Jt95dF3ufm5LkuSKUyblr379rEyuqy7Gso9at939Qj75g2eSJH/yhtPzu5eoGgUAAICDMdis6IgI5I5WArnhddN3nsw3HlyT2RNG5U3nzMjJU8bklCm1mTNhdCrL95xHUigU8pXFq/OJO5alvasn40ZV5OZfO0u75SD94/2r8iffezpJ8kdXnZr3v+akIq8IAAAAjj4CuREgkBs+T7zYmDd+9r4UCsm/XH9Rzp8zflCve37TjvzBNx/L0g3NSZK3LpqZP37DGRlTVfTu7CPW1x9Yk49+98kkyQdec1L+8KpTi7wiAAAAODoNNisq3e93oEh6egr5439/OoVC8uZzZww6jEuSk6fU5t/ef0muv+LElJQk//zwi7nm/92bR1Y3DOOKj17/8vDafOzfesO49142N//flacUeUUAAABw7BPIccT510dfzGNrGzO6siw3XX3aQb++srw0H7n6tHzjva/KjLE1WbO9NW+57f78zV3PpadHQWi/f39sXf7nt59IoZC88+I5+eg18w3DAAAAgBEgkOOI0rSrM3/RN1jgD1538mENZnjVvAm54w8uy5vOmZ6eQvL/fvJ8/ve/PxVd2sl/PrEhN/7z4ykUkt+88IT8yRtOF8YBAADACBHIcUS59cfPZVtLR06cNDrvvPjwp3zW11Tk1refm7+49syUlCRfe2BNXzvs8RvK3fn0xvzBN5eku6eQtyycmT974wJhHAAAAIwggRxHjGc2Nucri1cnSf70V8/Ya5Lq4Xjb+SfkL689KyUlyT/9YnX+z/eXHpeh3E+f2Zz3f/3RdPUU8uZzZ+ST156V0lJhHAAAAIwkgRxHhEKhkD/596fT3VPI1Qum5rKTJw35Nd6yaFb+4tfOSpL8w/2r8vH/OL5CuXuf35L3ffWRdHYX8vozp+Wvfv2slAnjAAAAYMQJ5DgifP+JDXlg5fZUV5TmY6+fP2zXeev5s/LJXzszSfLl+1blz/5z2XERyi1+YVve848Pp6OrJ1eePiW3vv2clJf51x8AAACKwU/kFF1Le1c+8Z/LkiS//+qTMnPcqGG93tsvOCGfeHNvKPeln6/MzT945pgO5R5cuT3v/seH0t7Vk186bXI+85vnpUIYBwAAAEXjp3KK7jM/XZ6NzW05Yfyo/N7l80bkmr954Qn5szctSJLcfs+KfPKHx2Yo95Nlm3Ldlx5Ia0d3Ljt5Yj73jvOGdG8+AAAA4OD5yZyiWrFlZ75474okyR//t9NTXVE2Ytf+rVfNzsffeEaS5O/uXpG//NGzx1Qo96+PvJjf+6dHBirjbr9u0YjeXwAAAGDfyou9AI5fhUIhf/r9pensLuTVp07Ka+dPHvE1/PZFc9LT07uOz//shZSVlOT/u/KUlJQc3cMO/u7uF3LzD55Jklx73sx88toztakCAADAEUIgR9HctXRT7nluSyrLSvMnbzijaCHYOy+Zm55C8vH/WJrP/HR5drZ35Y//2+kpPQonkPb0FPLJHz6T2+/prTp83+Xz8pGrTzvqA0YAAAA4lgjkKIpCoZBP3NE7yOE9l83N3Imji7qed106NyUlyf/5/tL8w/2rsr2lI7e85eyjar+1zu6efPjbT+Q7j65Lknz0mtPye5efWORVAQAAAC8nkKMolm/emVXbWlNVXpr3v+akYi8nSfK7l8zNuFGV+cN/eTzfe3x9Gnd15vPvOC+jq478f012dXTn/V9/NP/1zOaUlZbkL649K7++cGaxlwUAAADsw9FT/sMx5efLtyZJLpg7/ogKvN507ox88XcWpaaiLPc8tyW/+cUHsr2lo9jLOqDG1o781pceyH89sznVFaW5/bqFwjgAAAA4ggnkKIr7lm9Lklx84sQir2Rvrz51cr7+3gszdlRFHl/bmLfcdn/WNe4q9rL2aUPTrrz17xbnkdUNqasuz9fec2FeO39KsZcFAAAAHIBAjhHX1d2TB1b0BnKXnnTkBXJJcu4J4/Kv11+UafXVeWFLS3798/fn+U07ir2sPfzHE+tz9f+7N89t2pkpdVX5l+svzsLZ44u9LAAAAOAVCOQYcU+sa8qO9q7U11Tk9Ol1xV7Ofp00uTbf/u8X56TJY7KhqS2/fltvJVqxNbZ25IPfWJIPfH1JGls7s2BGXf71+otz6tTaYi8NAAAAGASBHCPuvud794+7+MQJKSstKfJqDmz62Jr8y/suyrknjE3Trs6844u/yE+f3Vy09dzz3JZcdes9+d7j61NWWpIP/tJJ+e7vX5JZ40cVbU0AAADAwRHIMeLue6EvkDtC21VfbtzoynztPRfmilMmpa2zJ+/+h4fyse8+mW0720dsDa0dXflf//ZkfvvvH8ym5vbMmzg6/3r9RbnxylNTUeZfYwAAADia+EmeEbWrozuPrm5McuTuH7cvoyrL88XfWZS3LpqZnkLytQfW5NV/9bP83d0vpL2re1iv/cjqhlzz/+7NV3+xJknyzovn5D8/eFnOPWHcsF4XAAAAGB4COUbUQ6u2p6O7J9PrqzNnwtHVZllRVpq//PWz883fe1XOmF6XHe1dufkHz+SXP3VPfvDkhhQKhSG9XntXd/7qR8/kLbfdn1XbWjOtvjpfffeF+dNfPSM1lWVDei0AAABg5JQXewEcX+5b3tuueslJE1NScmTvH7c/r5o3Id//wKX59qMv5q9+9GzWbG/Nf//ao7lg7vj879efnjNn1h/ye3f3FPLAim35/hPr84OnNqaxtTNJ8uZzZ+RPf/WM1NdUDNXHAAAAAIpEIMeI6t8/7pKjqF11X0pLS/KWRbNyzZnT8nd3v5C/u2dFHly5Pb/62Z/n186dmT+66tRMra8e1Hv19BTyyJqG/Mfj6/OfT27M1pfsTTe5tip/+qtn5Jozpw3XRwEAAABGWElhqPvsjiPNzc2pr69PU1NT6urqir2cI15DS0fO+7O7UigkD37stZlcO7jA6miwvnFX/vKHz+TfHls/cGzC6MpMqavOtPrqTK3vf67JtPrqTKmrzs72rvznE+vzH09syIamtoHXjR1VkV85Y2recPb0XDh3fMoNbQAAAICjwmCzIhVyjJjFK7alUEhOnVJ7TIVxSTJ9bE1uffu5+Z2L5+TP/3NZHl7dkG0tHdnW0pGlG5pf8fVjqspz5RlT8oazpueSkyamslwIBwAAAMcqgRwj5ud9+8ddfNKEIq9k+Jx7wrj863+/OI2tHdnQ1JaNTW19z7t6n5t7j21saktXTyGvnT85bzh7eq44ZVKqKwxqAAAAgOOBQI4Rc39fIHfpUb5/3GCMHVWZsaMqM3/a/stTC4XCUTvYAgAAADh0+uIYES82tGbVttaUlZbkgrnji72cI4IwDgAAAI5PAjlGxP3LtyVJzpk1NrXVFUVeDQAAAEDxCOQYEf37x11y4rG7fxwAAADAYAjkGHaFQiH3v9AXyB0H+8cBAAAAHIhAjmH37KYd2bqzIzUVZTn3hHHFXg4AAABAUQnkGHb39e0fd8Hc8aks91sOAAAAOL5JRxh29/XvH3eS/eMAAAAABHIMq87unjywordCzv5xAAAAAAI5htnjaxvT0tGd8aMrM39qXbGXAwAAAFB0AjmG1c/72lUvOnFCSktLirwaAAAAgOITyDGs7u8b6HDJidpVAQAAABKBHMOopb0rj65pSJJcav84AAAAgCQCOYbRg6u2p6unkJnjanLChFHFXg4AAADAEUEgx7C57/ne/eNUxwEAAADsJpBj2Nz3Qu/+cRcL5AAAAAAGCOQYFlt3tmfZhuYkycUnTijyagAAAACOHAI5hsXivuq406bWZuKYqiKvBgAAAODIIZBjWNy33P5xAAAAAPsikGNY3PdCbyB3iUAOAAAAYA8COYZcQ0tH1m7flSRZNGdckVcDAAAAcGQRyDHklm/ZmSSZMbYmtdUVRV4NAAAAwJFFIMeQW765N5A7afKYIq8EAAAA4MgjkGPIPb+pN5A7WSAHAAAAsBeBHEPu+c07kqiQAwAAANgXgRxD7oW+ltWTpwjkAAAAAF5OIMeQ2tnelfVNbUmSkybVFnk1AAAAAEcegRxDqr86blJtVepHmbAKAAAA8HICOYbU8/0TVidpVwUAAADYF4EcQ2q5/eMAAAAADkggx5BabsIqAAAAwAEJ5BhS/RVyAjkAAACAfRPIMWTaOruzZntrEoEcAAAAwP4I5BgyK7e2pKeQ1NdUZNKYqmIvBwAAAOCIJJBjyDz/knbVkpKSIq8GAAAA4MgkkGPIDExY1a4KAAAAsF8COYaMCasAAAAAr0wgx5AxYRUAAADglQnkGBJd3T1ZubUliUAOAAAA4EAEcgyJ1dtb09ldyKjKskyvryn2cgAAAACOWAI5hsTzm3rbVU+cNCalpSasAgAAAOyPQI4h8cIWE1YBAAAABkMgx5B4flPvhNUTBXIAAAAABySQY0gsVyEHAAAAMCgCOQ5bT08hyzf3BnImrAIAAAAcmECOw7aucVfaOntSWVaaE8aPKvZyAAAAAI5oAjkOW3913NyJo1Ne5rcUAAAAwIFITzhsA+2qU7SrAgAAALwSgRyH7fnNvRNWT5okkAMAAAB4JQI5Dlt/hdzJKuQAAAAAXpFAjsNSKBTyvAmrAAAAAIMmkOOwbNnRnh1tXSkt6R3qAAAAAMCBCeQ4LP3VcbMnjE5VeVmRVwMAAABw5BPIcViWa1cFAAAAOCgCOQ7LwIRVgRwAAADAoAjkOCwDE1YFcgAAAACDIpDjsGhZBQAAADg4AjkOWUNLR7bu7EiSnDhJIAcAAAAwGAI5DtnyLb3VcTPG1mR0VXmRVwMAAABwdBDIcci0qwIAAAAcPIEch+z5TQI5AAAAgIMlkOOQ9besmrAKAAAAMHgCOQ7Z8k07kqiQAwAAADgYAjkOyc72rqxvaksikAMAAAA4GAI5DskLfQMdJo6pythRlUVeDQAAAMDRQyDHIemfsGr/OAAAAICDI5DjkDy/2YRVAAAAgEMhkOOQDFTITRHIAQAAABwMgRyHZPnmvgmrkwRyAAAAAAdDIMdBa+vszprtrUmSk1TIAQAAABwUgRwHbeXWlvQUkrrq8kwaU1Xs5QAAAAAcVQRyHLTd+8fVpqSkpMirAQAAADi6COQ4aAMTVu0fBwAAAHDQBHIctBdMWAUAAAA4ZAI5DtrzfRNWT5wskAMAAAA4WAI5DkpXd09Wbm1JomUVAAAA4FAI5Dgom3a0p7O7kIqykswYW1Ps5QAAAAAcdQRyHJR1DbuSJNPqa1JaasIqAAAAwMESyHFQ1jW2JonqOAAAAIBDJJDjoPRXyM0YJ5ADAAAAOBQCOQ7Kusa2JCrkAAAAAA6VQI6Dsq6xr0JOIAcAAABwSARyHJR1DX17yGlZBQAAADgkAjkGrVAoqJADAAAAOEwCOQZte0tH2jp7kiTTxlYXeTUAAAAARyeBHIPWXx03ubYqVeVlRV4NAAAAwNFJIMegre9vV7V/HAAAAMAhE8gxaC829AZy0+0fBwAAAHDIBHIMWn/L6kyBHAAAAMAhE8gxaOsatKwCAAAAHC6BHIPWXyE3Q4UcAAAAwCETyDFo6wx1AAAAADhsAjkGpaW9K42tnUlUyAEAAAAcDoEcg7K+rzqutro8tdUVRV4NAAAAwNFLIMegvGj/OAAAAIAhIZBjUPonrM60fxwAAADAYRHIMSgmrAIAAAAMDYEcg9JfIWfCKgAAAMDhEcgxKOsHKuRGFXklAAAAAEc3gRyDMtCyqkIOAAAA4LAI5HhFnd092dTcliSZPra6yKsBAAAAOLoJ5HhFG5va0lNIKstLM3F0VbGXAwAAAHBUE8jxil5s2D1htbS0pMirAQAAADi6CeR4RQP7x421fxwAAADA4RLI8YrWC+QAAAAAhoxAjle0rsGEVQAAAIChIpDjFfW3rE5XIQcAAABw2ARyvCJ7yAEAAAAMHYEcB9TTUxgI5GZqWQUAAAA4bAI5DmhrS3s6unpSWpJMra8u9nIAAAAAjnpHRCD3uc99LnPnzk11dXUWLlyYe++994Dn33333Vm4cGGqq6szb9683HbbbXt8/+mnn861116bOXPmpKSkJLfeeuuQXPd41D/QYUpddSrKjojfLgAAAABHtaInLN/61rdyww035GMf+1iWLFmSyy67LFdffXXWrFmzz/NXrlyZa665JpdddlmWLFmSj370o/ngBz+Yb3/72wPntLa2Zt68efnkJz+ZqVOnDsl1j1frG9uS2D8OAAAAYKiUFAqFQjEXcOGFF+a8887L5z//+YFj8+fPz5ve9KbcfPPNe53/4Q9/ON/73veybNmygWPXX399Hn/88SxevHiv8+fMmZMbbrghN9xww2Fdd1+am5tTX1+fpqam1NXVDeo1R5vb73khn7jjmfzq2dPz6d84t9jLAQAAADhiDTYrKmqFXEdHRx555JFceeWVexy/8sorc//99+/zNYsXL97r/KuuuioPP/xwOjs7h+26SdLe3p7m5uY9Hse6/pbVGQY6AAAAAAyJogZyW7duTXd3d6ZMmbLH8SlTpmTjxo37fM3GjRv3eX5XV1e2bt06bNdNkptvvjn19fUDj1mzZg3qekez/gmrWlYBAAAAhkbR95BLkpKSkj1+XSgU9jr2Sufv6/hQX/emm25KU1PTwGPt2rUHdb2j0Ysq5AAAAACGVHkxLz5x4sSUlZXtVZW2efPmvarX+k2dOnWf55eXl2fChAnDdt0kqaqqSlVV1aCucazor5CbqUIOAAAAYEgUtUKusrIyCxcuzF133bXH8bvuuisXX3zxPl9z0UUX7XX+nXfemUWLFqWiomLYrns8am7rzI62riQq5AAAAACGSlEr5JLkxhtvzHXXXZdFixbloosuyu233541a9bk+uuvT9LbJrpu3bp85StfSdI7UfUzn/lMbrzxxrz3ve/N4sWL86UvfSnf+MY3Bt6zo6MjS5cuHfh63bp1eeyxxzJmzJicdNJJg7ouyfq+6rhxoyoyqrLov1UAAAAAjglFT1ne9ra3Zdu2bfn4xz+eDRs2ZMGCBbnjjjsye/bsJMmGDRuyZs2agfPn/v/t3V+IlfW+x/HvckqnYzPT1nJqGo2hKCodS00b6f8fQUIa6KIiPMbuJtDIpKuCk8iAQV5UmJI3/bkIvSitC5OEUJO2MZoLB4kw6qA2k5NtnBnnnEYdn3Ox96y9h9Gzy2Y9P2ft1wsGXEvBz4UPwpvf8zxNTbF169Z44YUX4q233oqGhoZ4880347HHHiv9mc7Ozrj99ttLn9esWRNr1qyJe++9N3bs2PGb/l7+8YbVBrerAgAAAIyaQjb0RgR+t97e3qirq4uenp6ora1NPWfUvf+X/47/+vhgLLilPjb855zUcwAAAAAuar+1FV0Ub1nl4vSjN6wCAAAAjDpBjvM6+vdnyF3rllUAAACAUSPIcV5DL3VodEIOAAAAYNQIcpxX6ZbVK/4j8RIAAACAyiHIcU4DZwaju28gIiIarqhOvAYAAACgcghynFPXiV8jIqL60nExaeL4xGsAAAAAKocgxzn9+E8vdCgUConXAAAAAFQOQY5zKj0/7k+eHwcAAAAwmgQ5zumfT8gBAAAAMHoEOc5pKMg1/kmQAwAAABhNghznNHTLqjesAgAAAIwuQY5z+sctq54hBwAAADCaBDlGOHs2i66eoZc6uGUVAAAAYDQJcozQ3TcQpwezqBpXiPqaCannAAAAAFQUQY4Rhm5Xvbq2Oi6p8k8EAAAAYDSpLYxQen6c21UBAAAARp0gxwhDb1i99gpBDgAAAGC0CXKM8OOJ/4kIQQ4AAACgHAQ5RiidkHPLKgAAAMCoE+QYofQMOSfkAAAAAEadIMcwWZY5IQcAAABQRoIcw/T+75noPzUYEU7IAQAAAJSDIMcwR//+QocrLx8f1ZdWJV4DAAAAUHkEOYYZul21wek4AAAAgLIQ5BjGCx0AAAAAykuQY5jSCx0EOQAAAICyEOQYprPHG1YBAAAAykmQYxgn5AAAAADKS5BjmNIz5JyQAwAAACgLQY6SX08PxvGTpyLCCTkAAACAcrkk9QAuHv0DZ+LeG6+Kv/afirrLLk09BwAAAKAiCXKUTL58Qrz357mpZwAAAABUNLesAgAAAECOBDkAAAAAyJEgBwAAAAA5EuQAAAAAIEeCHAAAAADkSJADAAAAgBwJcgAAAACQI0EOAAAAAHIkyAEAAABAjgQ5AAAAAMiRIAcAAAAAORLkAAAAACBHghwAAAAA5EiQAwAAAIAcCXIAAAAAkCNBDgAAAAByJMgBAAAAQI4EOQAAAADIkSAHAAAAADkS5AAAAAAgR4IcAAAAAORIkAMAAACAHAlyAAAAAJAjQQ4AAAAAciTIAQAAAECOBDkAAAAAyJEgBwAAAAA5EuQAAAAAIEeCHAAAAADkSJADAAAAgBwJcgAAAACQI0EOAAAAAHJ0SeoBY1mWZRER0dvbm3gJAAAAAKkNNaKhZnQ+gtwf0NfXFxERU6dOTbwEAAAAgItFX19f1NXVnff3C9m/Snac19mzZ6OzszNqamqiUCiknjMqent7Y+rUqXHkyJGora1NPQcqjmsMyss1BuXj+oLyco1BeeV1jWVZFn19fdHQ0BDjxp3/SXFOyP0B48aNi8bGxtQzyqK2ttZ/AlBGrjEoL9cYlI/rC8rLNQbllcc19v+djBvipQ4AAAAAkCNBDgAAAAByJMgxzIQJE+KVV16JCRMmpJ4CFck1BuXlGoPycX1BebnGoLwutmvMSx0AAAAAIEdOyAEAAABAjgQ5AAAAAMiRIAcAAAAAORLkAAAAACBHghwl69ati6ampqiuro7Zs2fHF198kXoSVIxdu3bFokWLoqGhIQqFQmzZsiX1JKgYq1evjjvuuCNqampiypQp0draGt9++23qWVAx1q9fH83NzVFbWxu1tbXR0tISn376aepZUJFWr14dhUIhli9fnnoKVIyVK1dGoVAY9nP11VenniXI8TebNm2K5cuXx8svvxz79++Pu+++OxYuXBiHDx9OPQ0qQn9/f8ycOTPWrl2begpUnJ07d8bSpUtjz549sX379jhz5kwsWLAg+vv7U0+DitDY2Bivvvpq7N27N/bu3RsPPPBAPProo3Hw4MHU06CitLe3x4YNG6K5uTn1FKg4t956a3R1dZV+Ojo6Uk+KQpZlWeoRpDdv3ryYNWtWrF+/vvTdzTffHK2trbF69eqEy6DyFAqF2Lx5c7S2tqaeAhXp559/jilTpsTOnTvjnnvuST0HKtKkSZPitddei2eeeSb1FKgIJ0+ejFmzZsW6deuira0tbrvttnj99ddTz4KKsHLlytiyZUsUi8XUU4ZxQo44depU7Nu3LxYsWDDs+wULFsSXX36ZaBUAXJienp6I+FswAEbX4OBgbNy4Mfr7+6OlpSX1HKgYS5cujUceeSQeeuih1FOgIh06dCgaGhqiqakpnnjiifj+++9TT4pLUg8gvePHj8fg4GDU19cP+76+vj5++umnRKsA4PfLsixWrFgRd911V0yfPj31HKgYHR0d0dLSEr/++mtcfvnlsXnz5rjllltSz4KKsHHjxvj666+jvb099RSoSPPmzYv3338/brzxxjh27Fi0tbXF/Pnz4+DBgzF58uRkuwQ5SgqFwrDPWZaN+A4ALmbLli2LAwcOxO7du1NPgYpy0003RbFYjBMnTsSHH34YS5YsiZ07d4py8AcdOXIknn/++fjss8+iuro69RyoSAsXLiz9esaMGdHS0hLXX399vPfee7FixYpkuwQ54sorr4yqqqoRp+G6u7tHnJoDgIvVc889F5988kns2rUrGhsbU8+BijJ+/Pi44YYbIiJizpw50d7eHm+88Ua8/fbbiZfB2LZv377o7u6O2bNnl74bHByMXbt2xdq1a2NgYCCqqqoSLoTKM3HixJgxY0YcOnQo6Q7PkCPGjx8fs2fPju3btw/7fvv27TF//vxEqwDgt8myLJYtWxYfffRRfP7559HU1JR6ElS8LMtiYGAg9QwY8x588MHo6OiIYrFY+pkzZ0489dRTUSwWxTgog4GBgfjmm2/immuuSbrDCTkiImLFihWxePHimDNnTrS0tMSGDRvi8OHD8eyzz6aeBhXh5MmT8d1335U+//DDD1EsFmPSpEkxbdq0hMtg7Fu6dGl88MEH8fHHH0dNTU3pxHddXV1cdtllidfB2PfSSy/FwoULY+rUqdHX1xcbN26MHTt2xLZt21JPgzGvpqZmxDNPJ06cGJMnT/YsVBglL774YixatCimTZsW3d3d0dbWFr29vbFkyZKkuwQ5IiLi8ccfj19++SVWrVoVXV1dMX369Ni6dWtcd911qadBRdi7d2/cf//9pc9DzypYsmRJvPvuu4lWQWVYv359RETcd999w75/55134umnn85/EFSYY8eOxeLFi6Orqyvq6uqiubk5tm3bFg8//HDqaQDwLx09ejSefPLJOH78eFx11VVx5513xp49e5L3jkKWZVnSBQAAAADwb8Qz5AAAAAAgR4IcAAAAAORIkAMAAACAHAlyAAAAAJAjQQ4AAAAAciTIAQAAAECOBDkAAAAAyJEgBwAAAAA5EuQAAPhDli9fHq2tralnAACMGYIcAAB/SHt7e8ydOzf1DACAMaOQZVmWegQAAGPP6dOnY+LEiXH69OnSd3Pnzo2vvvoq4SoAgIvfJakHAAAwNlVVVcXu3btj3rx5USwWo76+Pqqrq1PPAgC46AlyAABckHHjxkVnZ2dMnjw5Zs6cmXoOAMCY4RlyAABcsP3794txAAC/kyAHAMAFKxaLghwAwO8kyAEAcME6Ojqiubk59QwAgDFFkAMA4IKdPXs2Dhw4EJ2dndHT05N6DgDAmCDIAQBwwdra2mLTpk1x7bXXxqpVq1LPAQAYEwpZlmWpRwAAAADAvwsn5AAAAAAgR4IcAAAAAORIkAMAAACAHAlyAAAAAJAjQQ4AAAAAciTIAQAAAECOBDkAAAAAyJEgBwAAAAA5EuQAAAAAIEeCHAAAAADkSJADAAAAgBwJcgAAAACQo/8DmoJI8EErXMcAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 1500x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig=plt.figure(figsize=(15,10))\n",
    "ax=fig.add_subplot(111)\n",
    "ax.plot(data_bille_t,-1.25e-3*2*(2.5e-3)**2*data_bille_a[1,:]/(9*data_bille_v[1,:])-1.e2*2*(2.5e-3)**2*9.81/(9*data_bille_v[1,:]))\n",
    "ax.set_xlabel('$t$')\n",
    "ax.set_ylabel('$\\eta$')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2) Étude dynamique à l'aide de la position.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "vy,y0=np.polyfit(data_bille_t,data_bille_r[1,:],1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "eta=(1.e2)*2*(2e-3)**2*9.81/(-9*vy)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.008005710490771936 -0.10892225006202026\n"
     ]
    }
   ],
   "source": [
    "print(eta,vy)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig=plt.figure(figsize=(15,10))\n",
    "ax=fig.add_subplot(111)\n",
    "ax.plot(data_bille_t,data_bille_r[1,:],'r.')\n",
    "ax.plot(data_bille_t,vy*data_bille_t+y0,'k-')\n",
    "ax.set_xlabel('$t$')\n",
    "ax.set_ylabel('$y$')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
