{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [],
   "source": [
    "#縦孔内輝度値反射シュミレーション\n",
    "\n",
    "#   均等拡散反射\n",
    "#   円筒形空洞\n",
    "#   影あり\n",
    "#   カメラの捉える輝度\n",
    "#　　解析\n",
    "\n",
    "#ライブラリのインポート========================\n",
    "import math\n",
    "# from tkinter import N\n",
    "# from urllib.parse import DefragResult\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import time\n",
    "import datetime\n",
    "\n",
    "from mpl_toolkits.axes_grid1 import make_axes_locatable\n",
    "#=========================================="
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [],
   "source": [
    "#パラメ-タの設定************************************************************************\n",
    "#縦孔の形状\n",
    "r =  50.0          #縦孔の半径[m]\n",
    "d1 = 50.0          #縦孔の壁の高さ（厚さ）[m]\n",
    "d2 = 50.0          #縦孔の空洞の高さ[m]\n",
    "R =  0.1           #壁の反射率[]    \n",
    "\n",
    "cr = 2.0           #空洞壁の位置[]（rの何倍の位置かどうか）\n",
    "\n",
    "#太陽\n",
    "J = 1.0            #太陽の入射エネルギー][J/s/m^2]\n",
    "theta = 45.0       #太陽高度[°]\n",
    "\n",
    "#その他\n",
    "PI = math.pi       #円周率[]\n",
    "\n",
    "#セルの幅\n",
    "dx = 0.5           #x(太陽方位に平行)方向の分解能[m]\n",
    "dy = 0.5           #y(太陽方位に垂直)方向の分解能[m]\n",
    "dz = 0.5           #z(鉛直)方向の分解能[m]\n",
    "dr = 0.5           #r方向の分解能[m]\n",
    "dphi = 1.0         #φ方向の分解能[°]\n",
    "\n",
    "#計算範囲\n",
    "#縦孔底\n",
    "FL_x_min = - 2.0 * r        #x軸の最小値[m]\n",
    "FL_x_max =   2.0 * r        #x軸の最大値[m]\n",
    "FL_y_min = - 2.0 * r        #y軸の最小値[m]\n",
    "FL_y_max =   2.0 * r        #y軸の最大値[m]\n",
    "FL_r_min   =   0.0 * r      #r方向の最小値[m]\n",
    "FL_r_max   =   2.0 * r      #r方向の最大値[m]\n",
    "FL_phi_min =   -90.0        #φ方向の最小値[°]\n",
    "FL_phi_max =   270.0        #φ方向の最大値[°]\n",
    "#縦孔壁\n",
    "WA_z_min =   d2             #z軸の最小値[m]\n",
    "WA_z_max =   d1 + d2        #z軸の最大値[m]\n",
    "WA_phi_min =   -90.0        #φ方向の最小値[°]\n",
    "WA_phi_max =   270.0        #φ方向の最大値[°]\n",
    "#空洞壁\n",
    "CW_z_min =   0              #z軸の最小値[m]\n",
    "CW_z_max =   d2             #z軸の最大値[m]\n",
    "CW_phi_min =   -90.0        #φ方向の最小値[°]\n",
    "CW_phi_max =   270.0        #φ方向の最大値[°]\n",
    "#空洞天井\n",
    "CC_x_min = - 2.0 * r        #x軸の最小値[m]\n",
    "CC_x_max =   2.0 * r        #x軸の最大値[m]\n",
    "CC_y_min = - 2.0 * r        #y軸の最小値[m]\n",
    "CC_y_max =   2.0 * r        #y軸の最大値[m]\n",
    "CC_r_min =   1.0 * r        #z軸の最小値[m]\n",
    "CC_r_max =   2.0 * r             #z軸の最大値[m]\n",
    "CC_phi_min =   -90.0        #φ方向の最小値[°]\n",
    "CC_phi_max =   270.0        #φ方向の最大値[°]\n",
    "#***********************************************************************************************"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [],
   "source": [
    "#カメラのパラメ-タの設定************************************************************************\n",
    "i_CAM = np.array([0.0,0.0,1.0]) * r     #カメラの位置座標\n",
    "s_CAM_i = np.array([0.0,1.0,0.0])       #カメラの向きの初期値(単位ベクトル）y軸＋方向（北向き）\n",
    "\n",
    "elevation_angle = -90.0                  #カメラの仰角[°]\n",
    "azimuth = 0.0                            #カメラの方位[°]\n",
    "\n",
    "h_CAM = 100                              #縦のピクセル数\n",
    "w_CAM = 100                              #横のピクセル数\n",
    "\n",
    "pix_size_CAM = 130.0 * 1.0e-6          #ピクセルサイズ［μm］()\n",
    "f_CAM = 10.22 * 1.0e-3                     #焦点距離［mm］\n",
    "\n",
    "pix_CAM = np.zeros ((h_CAM, w_CAM))     #ピクセル数の配列\n",
    "#***********************************************************************************************"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [],
   "source": [
    "#カメラの計算====================================\n",
    "pix = np.zeros((h_CAM,w_CAM))\n",
    "\n",
    "IFOV_rad = 2.0 * math.atan((pix_size_CAM)/ (2.0 * f_CAM))\n",
    "IFOV_deg = math.degrees(IFOV_rad)\n",
    "\n",
    "FOV_h_rad = 2.0 * math.atan((pix_size_CAM * h_CAM) / (2.0 * f_CAM))\n",
    "FOV_h_deg = math.degrees(FOV_h_rad)\n",
    "\n",
    "FOV_w_rad = 2.0 * math.atan((pix_size_CAM * w_CAM) / (2.0 * f_CAM))\n",
    "FOV_w_deg = math.degrees(FOV_w_rad)\n",
    "\n",
    "#============================================"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [],
   "source": [
    "#関数の定義====================================\n",
    "#rootを求める関数\n",
    "def SQRT(x):\n",
    "    return np.sqrt(x)\n",
    "\n",
    "#角度からsinを求める関数\n",
    "def SIN(a):\n",
    "    return np.sin(math.radians(a))\n",
    "\n",
    "#角度からcosを求める関数\n",
    "def COS(a):\n",
    "    return np.cos(math.radians(a))\n",
    "\n",
    "#2つベクトルよりcosθを求める関数\n",
    "def DCOS(a, b):\n",
    "    over = (a[0] * b[0]) + (a[1] * b[1]) + (a[2] * b[2])\n",
    "    under = (SQRT(((a[0]) ** 2.0) + ((a[1]) ** 2.0) + ((a[2]) ** 2.0))) * (SQRT(((b[0]) ** 2.0) + ((b[1]) ** 2.0) + ((b[2]) ** 2.0)))\n",
    "    if under == 0.0:\n",
    "        return(0.0)\n",
    "    else:\n",
    "        return (over / under)\n",
    "\n",
    "#2点より単位ベクトルをもとめる関数\n",
    "def VEC2(a,b):  #bベクトルからaベクトル\n",
    "    I = a[0] - b[0]\n",
    "    J = a[1] - b[1]\n",
    "    K = a[2] - b[2]\n",
    "    under = SQRT((I ** 2.0) + (J ** 2.0) + (K ** 2.0))\n",
    "    if under == 0.0:\n",
    "        return((0.0, 0.0, 0.0))\n",
    "    else:\n",
    "        return((I/under), (J/under), (K/under))\n",
    "\n",
    "#2点よりベクトルをもとめる関数\n",
    "def VEC(a,b):  #bベクトルからaベクトル\n",
    "    I = a[0] - b[0]\n",
    "    J = a[1] - b[1]\n",
    "    K = a[2] - b[2]\n",
    "    return(I, J, K)\n",
    "\n",
    "#2点間の距離の2乗を求める関数\n",
    "def LL(a,b):\n",
    "    return (((a[0]- b[0]) ** 2.0) + ((a[1]- b[1]) ** 2.0) + ((a[2]- b[2]) ** 2.0))\n",
    "\n",
    "#グリッドの設定\n",
    "def grid (d,max,min):\n",
    "    l = int((max - min) / d)\n",
    "    r = np.zeros(l+1)\n",
    "    for i in range(l+1):\n",
    "        r[i] = min + (d * float(i))\n",
    "    return r\n",
    "\n",
    "#反射パターン\n",
    "def Ref(pattern,Inc,Emi,Nor):\n",
    "    if pattern == \"Lambert\":  #均等拡散反射（ランバート反射）\n",
    "        return DCOS(Nor,Emi) * R / PI\n",
    "    elif pattern == \"end\":\n",
    "        return DCOS(Emi,Inc) * R / PI\n",
    "    else:\n",
    "        print(\"stop\")\n",
    "\n",
    "#2次関数の解の存否の関数\n",
    "def dis(A,B,C):#A,B,Cの値\n",
    "    D = (B ** 2) - (4.0 * A * C)\n",
    "    if(D < 0.0):\n",
    "        return 0 #解がないとき0を返す\n",
    "    else:\n",
    "        return 1 #解があるとき1を返す\n",
    "\n",
    "#2次関数の解の公式の関数\n",
    "def kai(A,B,C,s):#A,B,Cの値，sは−1or1\n",
    "        return ((- 1.0 * B )+ (s * SQRT(B ** 2 - (4.0 * A * C))))/(2.0 * A )\n",
    "\n",
    "#円筒（縦孔壁面）とのあたり判定\n",
    "def HitCyl(s,d,r,hmax,hmin):\n",
    "    A = (d[0] ** 2) + (d[1] ** 2)\n",
    "    B = 2.0 * ((s[0] * d[0]) + (s[1] * d[1]))\n",
    "    C = (s[0] ** 2) + (s[1] ** 2) - (r ** 2)\n",
    "    if dis(A,B,C) < 0.0:\n",
    "        return 0\n",
    "    else:\n",
    "        t1 = kai(A, B, C, 1.0) \n",
    "        t2 = kai(A, B, C, -1.0 )\n",
    "        if t1 <= 0.0 and t2 <= 0.0 :\n",
    "            return 0\n",
    "        elif t1 > 0 and t2 <=0: \n",
    "            z = s[2] + (t1 * d[2])\n",
    "            if z >= hmin and  z <= hmax:\n",
    "                return 1\n",
    "            else:\n",
    "                return 0\n",
    "        elif t1 <= 0 and t2 > 0: \n",
    "            z = s[2] + (t2 * d[2])\n",
    "            if z >= hmin and  z <= hmax:\n",
    "                return 1\n",
    "            else:\n",
    "                return 0\n",
    "        elif t1 >= t2 :\n",
    "            z = s[2] + (t1 * d[2])\n",
    "            if z >= hmin and  z <= hmax:\n",
    "                return 1\n",
    "            else:\n",
    "                return 0\n",
    "        else:\n",
    "            z = s[2] + (t2 * d[2])\n",
    "            if z >= hmin and  z <= hmax:\n",
    "                return 1\n",
    "            else:\n",
    "                return 0\n",
    "        \n",
    "#円盤（縦孔開口部）とのあたり判定\n",
    "def HitDisk(s,d,r,h):  \n",
    "    if d[2]== 0.0:\n",
    "        if s[2] == h:\n",
    "            return 1\n",
    "        else:\n",
    "            # print(\"yoko\")\n",
    "            return 0\n",
    "    elif (((s[0]+ ((h - s[2]) * d[0] / d[2]))**2)+(((s[1]+((h - s[2]) * d[1] / d[2]))**2))) <= (r ** 2):\n",
    "        return 1   \n",
    "    else:\n",
    "        # print(\"soto\")\n",
    "        return 0\n",
    "\n",
    "#ベクトルの角度を比較する関数(radで入力)                \n",
    "def CompVec (A,B,c):\n",
    "    a = math.acos(DCOS(A,B))\n",
    "    if a <= c:\n",
    "        return 1\n",
    "    else:\n",
    "        return 0    \n",
    "\n",
    "#ある点（位置ベクトル）と最も近い点を参照する関数\n",
    "def SerchNearPoint(P,F,E,n): #P(x,y,z)点,F[i,j](x,y,z)(検索配列)，E[i,j]（輝度）,n[i,j]\n",
    "    L_max = np.finfo(np.float64).max\n",
    "    E_max = np.zeros(4)\n",
    "    for i in range(np.shape(F)[0]):\n",
    "        for j in range(np.shape(F)[1]):\n",
    "            if L_max > LL(P,F[i,j]):\n",
    "                L_max = LL(P,F[i,j])\n",
    "                E_max[0] = E[i,j]\n",
    "                E_max[1] = n[i,j,0]\n",
    "                E_max[2] = n[i,j,1]\n",
    "                E_max[3] = n[i,j,2]            \n",
    "    return E_max     \n",
    "\n",
    "#円筒（縦孔壁面）との交差点を求める関数\n",
    "def HitCyl_2(s,d,r,hmax,hmin):\n",
    "    A = (d[0] ** 2) + (d[1] ** 2)\n",
    "    B = 2.0 * ((s[0] * d[0]) + (s[1] * d[1]))\n",
    "    C = (s[0] ** 2) + (s[1] ** 2) - (r ** 2)\n",
    "    if dis(A,B,C) < 0.0:\n",
    "        return 0\n",
    "    else:\n",
    "        t1 = kai(A, B, C, 1.0) \n",
    "        t2 = kai(A, B, C, -1.0 )\n",
    "        if t1 <= 0.0 and t2 <= 0.0 :\n",
    "            return 0\n",
    "        elif t1 > 0 and t2 <=0: \n",
    "            z = s[2] + (t1 * d[2])\n",
    "            if z >= hmin and  z <= hmax:\n",
    "                return t1\n",
    "            else:\n",
    "                return 0.0\n",
    "        elif t1 <= 0 and t2 > 0: \n",
    "            z = s[2] + (t2 * d[2])\n",
    "            if z >= hmin and  z <= hmax:\n",
    "                return t2\n",
    "            else:\n",
    "                return 0.0\n",
    "        elif t1 >= t2 :\n",
    "            z = s[2] + (t1 * d[2])\n",
    "            if z >= hmin and  z <= hmax:\n",
    "                return t1\n",
    "            else:\n",
    "                return 0.0\n",
    "        else:\n",
    "            z = s[2] + (t2 * d[2])\n",
    "            if z >= hmin and  z <= hmax:\n",
    "                return t2\n",
    "            else:\n",
    "                return 0.0\n",
    "\n",
    "#一つの位置ベクトルから4隅の位置ベクトルを求める関数\n",
    "def VecOneFour(F,u,v,h,w):\n",
    "    A = np.zeros([4,3])\n",
    "    A[0] = F + ((h**2.0 + w**2.0)**0.5 *0.5 * ((u + v)/np.linalg.norm(u + v)))\n",
    "    A[1] = F + ((h**2.0 + w**2.0)**0.5 *0.5 * ((u - v)/ np.linalg.norm(u - v)))\n",
    "    A[2] = F + ((h**2.0 + w**2.0)**0.5  *0.5* ((-u + v)/np.linalg.norm(-u + v)))\n",
    "    A[3] = F + ((h**2.0 + w**2.0)**0.5  *0.5* ((-u - v)/np.linalg.norm(-u - v)))\n",
    "    return A\n",
    "\n",
    "#3点から面積を求める関数\n",
    "def CalArea(A,B,C): #3点の位置ベクトルを入力（A(x,y,z),B(x,y,z),C(x,y,z)）\n",
    "    return (1/2.0) *  np.linalg.norm(np.cross((B-A),(C-A)))\n",
    "\n",
    "#ベクトルをx,y,z軸回りに回転させる関数(x→y→zの順)\n",
    "def LotVec(A,t,p,o): \n",
    "    Rx = np.array([[1, 0, 0],\n",
    "                   [0, np.cos(t), -np.sin(t)],\n",
    "                   [0, np.sin(t), np.cos(t)]])\n",
    "    Ry = np.array([[np.cos(p), 0,np.sin(p)],\n",
    "                   [0, 1, 0],\n",
    "                   [-np.sin(p), 0, np.cos(p)]])\n",
    "    Rz = np.array([[np.cos(o), -np.sin(o), 0],\n",
    "                   [np.sin(o), np.cos(o), 0],\n",
    "                   [0, 0, 1]])\n",
    "    R = Rz.dot(Ry).dot(Rx)\n",
    "    B = np.dot(R,A)\n",
    "    return B\n",
    "\n",
    "#底面とのあたり判定\n",
    "def HitFL(s,d,n,x_max,x_min,y_max,y_min): #s(始点の位置)，d(方向ベクトル)，n（底面の法線ベクトル）\n",
    "    t = -(np.dot(s,n))/(np.dot(d,n))\n",
    "    x = s[0] + (t * d[0])\n",
    "    y = s[1] + (t * d[1])\n",
    "    z = s[2] + (t * d[2])\n",
    "    if t < 0.0:\n",
    "        return 0\n",
    "    elif(x_min <= x <= x_max) and (y_min <= y <= y_max):\n",
    "        return 1\n",
    "    else:\n",
    "        return 0\n",
    "    \n",
    "def HitFL2(s,d,n,x_max,x_min,y_max,y_min): #s(始点の位置)，d(方向ベクトル)，n（底面の法線ベクトル）\n",
    "    t = -(np.dot(s,n))/(np.dot(d,n))\n",
    "    x = s[0] + (t * d[0])\n",
    "    y = s[1] + (t * d[1])\n",
    "    z = s[2] + (t * d[2])\n",
    "\n",
    "    if t < 0.0:\n",
    "        return 0\n",
    "    elif(x_min <= x <= x_max) and (y_min <= y <= y_max):\n",
    "        return t\n",
    "    else:\n",
    "        return 0\n",
    "\n",
    "#空洞天井とのあたり判定\n",
    "def HitCC(s,d,n,p,x_max,x_min,y_max,y_min): #s(始点の位置)，d(方向ベクトル)，n（底面の法線ベクトル）\n",
    "    t = ((np.dot(p,n))-(np.dot(s,n)))/(np.dot(d,n))\n",
    "    x = s[0] + (t * d[0])\n",
    "    y = s[1] + (t * d[1])\n",
    "    z = s[2] + (t * d[2])\n",
    "    if t < 0.0:\n",
    "        return 0\n",
    "    elif(x_min <= x <= x_max) and (y_min <= y <= y_max):\n",
    "        return 1\n",
    "    else:\n",
    "        return 0\n",
    "\n",
    "def HitCC2(s,d,n,p,x_max,x_min,y_max,y_min): #s(始点の位置)，d(方向ベクトル)，n（底面の法線ベクトル）\n",
    "    t = ((np.dot(p,n))-(np.dot(s,n)))/(np.dot(d,n))\n",
    "    x = s[0] + (t * d[0])\n",
    "    y = s[1] + (t * d[1])\n",
    "    z = s[2] + (t * d[2])\n",
    "    if t < 0.0:\n",
    "        return 0\n",
    "    elif(x_min <= x <= x_max) and (y_min <= y <= y_max):\n",
    "        return t\n",
    "    else:\n",
    "        return 0\n",
    "\n",
    "#============================================"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [],
   "source": [
    "#カメラのグリッド設定=========================(カメラの回転に注意)\n",
    "SUR_CCD = \"CCD\"\n",
    "a_CCD = np.linspace((((-1*w_CAM/2)* pix_size_CAM) + (pix_size_CAM/2)),(((w_CAM/2)* pix_size_CAM) - (pix_size_CAM/2)),num = w_CAM)\n",
    "b_CCD = np.linspace((((-1*h_CAM/2)* pix_size_CAM) + (pix_size_CAM/2)),(((h_CAM/2)* pix_size_CAM) - (pix_size_CAM/2)),num = h_CAM)\n",
    "#===========================================\n",
    "\n",
    "#縦孔底面のグリッド設定=========================\n",
    "SUR_FL = \"FL\"\n",
    "a_FL = grid(dx, FL_x_max, FL_x_min)\n",
    "b_FL = grid(dy, FL_x_max, FL_x_min)\n",
    "#===========================================\n",
    "\n",
    "#縦孔壁面のグリッド設定=========================\n",
    "SUR_WA = \"WA\"\n",
    "a_WA = grid(dz, WA_z_max, WA_z_min)\n",
    "b_WA = grid(dphi, WA_phi_max, WA_phi_min)\n",
    "#===========================================\n",
    "\n",
    "#空洞壁面のグリッド設定=========================\n",
    "SUR_CW = \"CW\"\n",
    "a_CW = grid(dz, CW_z_max, CW_z_min)\n",
    "b_CW = grid(dphi, CW_phi_max, CW_phi_min)\n",
    "#===========================================\n",
    "\n",
    "#空洞天井のグリッド設定=========================\n",
    "SUR_CC = \"CC\"\n",
    "a_CC = grid(dr, CC_r_max, CC_r_min)\n",
    "b_CC = grid(dphi, CC_phi_max, CC_phi_min)\n",
    "#===========================================\n",
    "\n",
    "# #空洞天井のグリッド設定=========================\n",
    "# SUR_CC = \"CC\"\n",
    "# a_CC = grid(dr, CC_r_max, CC_r_min)\n",
    "# b_CC = grid(dphi, CC_phi_max, CC_phi_min)\n",
    "# #===========================================\n",
    "#空洞天井のグリッド設定=========================\n",
    "SUR_CC = \"CC\"\n",
    "a_CC = grid(dx, CC_x_max, CC_x_min)\n",
    "b_CC = grid(dy, CC_y_max, CC_y_min)\n",
    "#===========================================\n",
    "\n",
    "#計算ループの設定===============================\n",
    "#カメラ\n",
    "M_CAM = len(a_CCD)      #観測面のセル数\n",
    "N_CAM = len(b_CCD)      #観測面のセル数\n",
    "#縦孔底\n",
    "M_FL = len(a_FL)        #反射面のセル数\n",
    "N_FL = len(b_FL)        #反射面のセル数\n",
    "#縦孔壁\n",
    "M_WA = len(a_WA)        #反射面のセル数\n",
    "N_WA = len(b_WA)        #反射面のセル数\n",
    "#空洞壁\n",
    "M_CW = len(a_CW)        #反射面のセル数\n",
    "N_CW = len(b_CW)        #反射面のセル数\n",
    "#空洞天井\n",
    "M_CC = len(a_CC)        #反射面のセル数\n",
    "N_CC = len(b_CC)        #反射面のセル数\n",
    "#============================================"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [],
   "source": [
    "#ベクトルの設定*****************************************\n",
    "#太陽光ベクトル(i,j,k)\n",
    "I = np.array([-COS(theta), 0.0, -SIN(theta)])\n",
    "\n",
    "#カメラのベクトル設定===========================================================================\n",
    "\n",
    "#カメラの回転\n",
    "s_CAM = LotVec(s_CAM_i,np.radians(elevation_angle),np.radians(0.0),np.radians(- azimuth))\n",
    "#カメラの基底直行ベクトルを計算\n",
    "X = s_CAM\n",
    "Y = (np.cross(np.array([0.0,0.0,1.0]),X)/np.linalg.norm(np.cross(np.array([0.0,0.0,1.0]),X)))\n",
    "Z = np.cross(X,Y)\n",
    "#============================================================================================\n",
    "\n",
    "#カメラ(CCD)の法線ベクトルs=============\n",
    "s_CAM = s_CAM\n",
    "#カメラ(CCD)の位置ベクトルi\n",
    "i_CAM = i_CAM\n",
    "#カメラ(CCD)の微小面積dS\n",
    "dS = pix_size_CAM ** 2\n",
    "#仮想スクリーンの位置ベクトル座標\n",
    "i_SCR_i = np.zeros((M_CAM, N_CAM, 3))\n",
    "i_SCR = np.zeros((M_CAM, N_CAM, 3))\n",
    "for i in range(M_CAM):\n",
    "   for j in range(N_CAM):\n",
    "        i_SCR_i[i,j,0] = a_CCD[i]\n",
    "        i_SCR_i[i,j,1] = f_CAM\n",
    "        i_SCR_i[i,j,2] = b_CCD[j]\n",
    "        i_SCR[i,j]= LotVec(i_SCR_i[i,j], np.radians(elevation_angle), np.radians(0.0), np.radians(-azimuth))\n",
    "        i_SCR[i,j]= np.add(i_SCR[i,j],i_CAM)\n",
    "        \n",
    "#カメラの位置ベクトルからのスクリーン面に向かうベクトルH\n",
    "H = np.zeros((M_CAM, N_CAM, 3))        \n",
    "for i in range(M_CAM):\n",
    "    for j in range(N_CAM):\n",
    "        H[i,j] = np.array(VEC2(i_SCR[i,j],i_CAM))\n",
    "#===================================\n",
    " \n",
    "#縦孔底面の法線ベクトルn================\n",
    "n_FL = np.zeros((M_FL, N_FL, 3))\n",
    "for i in range(M_FL):\n",
    "    for j in range(N_FL):\n",
    "        n_FL[i,j,0] = 0.0\n",
    "        n_FL[i,j,1] = 0.0\n",
    "        n_FL[i,j,2] = 1.0\n",
    "\n",
    "#縦孔底面の位置ベクトルF\n",
    "F_FL = np.zeros((M_FL, N_FL, 3))\n",
    "for i in range(M_FL):\n",
    "   for j in range(N_FL):\n",
    "        F_FL[i,j,0] = a_FL[i]\n",
    "        F_FL[i,j,1] = b_FL[j]\n",
    "        F_FL[i,j,2] = 0.0\n",
    "\n",
    "#縦孔底面の微小面積dA\n",
    "dA_FL = dx * dy\n",
    "#=====================================\n",
    "\n",
    "#縦孔壁面の法線ベクトルn================\n",
    "n_WA = np.zeros((M_WA, N_WA, 3))\n",
    "for i in range(M_WA):\n",
    "    for j in range(N_WA):\n",
    "        n_WA[i,j,0] = - COS(b_WA[j])\n",
    "        n_WA[i,j,1] = - SIN(b_WA[j])\n",
    "        n_WA[i,j,2] = 0.0\n",
    "\n",
    "#縦孔壁面の位置ベクトルF\n",
    "F_WA = np.zeros((M_WA, N_WA, 3))\n",
    "for i in range(M_WA):\n",
    "   for j in range(N_WA):\n",
    "        F_WA[i,j,0] = r * COS(b_WA[j])\n",
    "        F_WA[i,j,1] = r * SIN(b_WA[j])\n",
    "        F_WA[i,j,2] = a_WA[i]\n",
    "\n",
    "#縦孔底面の微小面積dA\n",
    "dA_WA = dz * r * dphi\n",
    "#=====================================\n",
    "\n",
    "#空洞壁面の法線ベクトルn================\n",
    "n_CW = np.zeros((M_CW, N_CW, 3))\n",
    "for i in range(M_CW):\n",
    "    for j in range(N_CW):\n",
    "        n_CW[i,j,0] = - COS(b_CW[j])\n",
    "        n_CW[i,j,1] = - SIN(b_CW[j])\n",
    "        n_CW[i,j,2] = 0.0\n",
    "\n",
    "#空洞壁面の位置ベクトルF\n",
    "F_CW = np.zeros((M_CW, N_CW, 3))\n",
    "for i in range(M_CW):\n",
    "   for j in range(N_CW):\n",
    "        F_CW[i,j,0] = r * cr * COS(b_CW[j])\n",
    "        F_CW[i,j,1] = r * cr * SIN(b_CW[j])\n",
    "        F_CW[i,j,2] = a_CW[i]\n",
    "\n",
    "#縦孔底面の微小面積dA\n",
    "dA_CW = dz * r * cr * dphi\n",
    "#=====================================\n",
    "\n",
    "#空洞天井の法線ベクトルn================\n",
    "# n_CC = np.zeros((M_CC, N_CC, 3))\n",
    "# for i in range(M_CC):\n",
    "#     for j in range(N_CC):\n",
    "#         n_CC[i,j,0] = 0.0\n",
    "#         n_CC[i,j,1] = 0.0\n",
    "#         n_CC[i,j,2] = 1.0\n",
    "\n",
    "# #空洞天井の位置ベクトルF\n",
    "# F_CC = np.zeros((M_CC, N_CC, 3))\n",
    "# for i in range(M_CC):\n",
    "#    for j in range(N_CC):\n",
    "#         F_CC[i,j,0] = a_CC[i] * COS(b_CW[j])\n",
    "#         F_CC[i,j,1] = a_CC[i] * SIN(b_CW[j])\n",
    "#         F_CC[i,j,2] = d2\n",
    "#空洞天井の法線ベクトルn================\n",
    "n_CC = np.zeros((M_CC, N_CC, 3))\n",
    "for i in range(M_CC):\n",
    "    for j in range(N_CC):\n",
    "        n_CC[i,j,0] = 0.0\n",
    "        n_CC[i,j,1] = 0.0\n",
    "        n_CC[i,j,2] = -1.0\n",
    "\n",
    "#空洞天井の位置ベクトルF\n",
    "F_CC = np.zeros((M_CC, N_CC, 3))\n",
    "for i in range(M_CC):\n",
    "   for j in range(N_CC):\n",
    "        F_CC[i,j,0] = a_CC[i]\n",
    "        F_CC[i,j,1] = b_CC[j]\n",
    "        F_CC[i,j,2] = d2\n",
    "\n",
    "#縦孔底面の微小面積dA\n",
    "dA_CC = dx * dy\n",
    "#====================================\n",
    "\n",
    "# #空洞天井の微小面積dA\n",
    "# dA_CC = np.zeros((M_CC))\n",
    "# for i in range(M_CC):\n",
    "#     dA_CC[i] = dr * a_CC[i] * dphi \n",
    "# #=====================================\n",
    "\n",
    "#*************************************************"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [],
   "source": [
    "#放射照度データの入力（CSV）入力****************************\n",
    "\n",
    "#太陽直達光\n",
    "E_StoFL = np.loadtxt('PPP_StoFL_t45.0h1.0h1.0_cr2.0_2023-03-10.csv',delimiter=',') \n",
    "E_StoWA = np.loadtxt('PPP_StoWA_t45.0h1.0h1.0_cr2.0_2023-03-10.csv',delimiter=',') \n",
    "E_StoCW = np.loadtxt('PPP_StoCW_t45.0h1.0h1.0_cr2.0_2023-03-10.csv',delimiter=',') \n",
    "\n",
    "#底からの反射光\n",
    "E_FLtoWA = np.loadtxt('PPP_FLtoWA_t45.0h1.0h1.0_cr2.0_2023-03-08.csv',delimiter=',') \n",
    "E_FLtoCW = np.loadtxt('PPP_FLtoCW_t45.0h1.0h1.0_cr2.0_2023-03-08.csv',delimiter=',') \n",
    "E_FLtoCC = np.loadtxt('PPP_FLtoCC_t45.0h1.0h1.0_cr2.0_2023-03-09.csv',delimiter=',') \n",
    "\n",
    "#縦孔壁からの反射光\n",
    "E_WAtoFL = np.loadtxt('PPP_WAtoFL_t45.0h1.0h1.0_cr2.0_2023-03-10.csv',delimiter=',') \n",
    "E_WAtoWA = np.loadtxt('PPP_WAtoWA_t45.0h1.0h1.0_cr2.0_2023-03-10.csv',delimiter=',') \n",
    "E_WAtoCW = np.loadtxt('PPP_WAtoCW_t45.0h1.0h1.0_cr2.0_2023-03-10.csv',delimiter=',') \n",
    "\n",
    "#空洞壁からの反射光\n",
    "E_CWtoFL = np.loadtxt('PPP_CWtoFL_t45.0h1.0h1.0_cr2.0_2023-03-10.csv',delimiter=',') \n",
    "E_CWtoWA = np.loadtxt('PPP_CWtoWA_t45.0h1.0h1.0_cr2.0_2023-03-10.csv',delimiter=',') \n",
    "E_CWtoCW = np.loadtxt('PPP_CWtoCW_t45.0h1.0h1.0_cr2.0_2023-03-10.csv',delimiter=',') \n",
    "E_CWtoCC = np.loadtxt('PPP_CWtoCC_t45.0h1.0h1.0_cr2.0_2023-03-10.csv',delimiter=',') \n",
    "#******************************************************"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "70.71067811865474 0.0\n"
     ]
    }
   ],
   "source": [
    "#入力データのグラフの出力\n",
    "R_i = 1.0\n",
    "E = E_StoFL * R_i * 100\n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "plt.imshow(E.T,vmin=0.0, vmax=100.0,)\n",
    "plt.colorbar (label=\"E/J [%]\")\n",
    "\n",
    "plt.xlabel('x [m]')\n",
    "plt.ylabel('y [m]')\n",
    "plt.xticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "plt.yticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "\n",
    "theta2 = np.linspace(0, 2*np.pi, 100)\n",
    "a = 2*r * np.cos(theta2) + 200\n",
    "b = 2*r * np.sin(theta2) + 200\n",
    "plt.plot(a,b, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "theta3 = np.linspace(0, 2*np.pi, 100)\n",
    "c = 4*r * np.cos(theta2) + 200\n",
    "d = 4*r * np.sin(theta2) + 200\n",
    "plt.plot(c,d, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "x = np.linspace(0, 401, 401)\n",
    "\n",
    "# create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axtop = divider.append_axes(\"top\", size=1.0, pad=0.3, sharex=ax)\n",
    "plt.title(\"\\\"Sun to floor\\\" θ = {}\".format(theta))\n",
    "# plt.title(\"max = {}\".format(np.max(E)))\n",
    "plt.ylabel('E/J [%]')\n",
    "axright = divider.append_axes(\"right\", size=1.2, pad=0.5, sharey=ax)\n",
    "\n",
    "\n",
    "axtop.plot(x, E[:,200]) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axtop.axis([0,400, 0, 100])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "axright.plot(E[200], x) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axright.axis([0, 100, 0, 400])\n",
    "\n",
    "\n",
    "# plt.tight_layout()\n",
    "\n",
    "plt.show()\n",
    "\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "70.71067811865476 0.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "R_i = 1.0\n",
    "E = E_StoWA * R_i * 100\n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=100.0,)\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"100\",\"75\",\"50\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J [%]\",shrink=0.7)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.15)#, sharey=ax)\n",
    "axright.plot(E.T[270],a_WA)\n",
    "plt.xlim(0, 100)\n",
    "# plt.xticks([6,9,12])\n",
    "plt.yticks([])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_WA,E[50])\n",
    "plt.ylim(0, 100)\n",
    "# plt.yticks([6,9,12])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [%]')\n",
    "\n",
    "plt.title(\"\\\"Sun to wall of the hole\\\" θ = {}\".format(theta))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "70.71067811865476 0.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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tW7cgk8nkkprXr19j9erViIqKwpMnT+R+qZb/0q2Lhw8fAkCF+9LT04OjoyN3XNne7N8AgPsF/uLFCwDAvXv3wBjDokWLsGjRokqvkZ2djebNm1d6LDU1FWKxuMYmzd9//x1LlixBQkICCgoK5I7l5eVBJBIBKEsyDh8+jISEBLi7uyM1NRVJSUnYsGEDV/7u3btgjFXZJPJ2s1Hz5s2rHHlT0/OpjfL1a1q3bl2hQ/DJkyehra0NoVBY7TWU1ZH44sWL2L17N+Li4qpt7qpK37594erqitOnT1dbrjxprWxUVfncPG8mtqRxkzEBZEyxZEXRco0dJTV1YGpqig8++AAffPABdHV1sWvXLiQmJqJfv35V/gVZVadBbW3tSvezepwlsm/fvoiLi8Pr16+RlJSExYsXo0OHDmjSpAnOnz+PW7duwdjYGF27duXOCQ4ORlRUFGbPng03NzeIRCIIBAKMGTMGMlnD7Z9f079P+b198cUXVf7VX9Ow8pqkpqZi4MCBcHZ2xvr162Fraws9PT0cP34c33zzjdzzHTJkCIyMjPDTTz/B3d0dP/30E7S0tDBy5EiujEwmg0AgwIkTJyq9P2NjY7nX1f0yVcXn18HBAQKBABkZGRWOPXr0CC1btqwxwVB0XhiRSFTt/c2bNw/vvfceHBwcuE7v5f11MjIykJ6eXiGxe5utrS1SUlKqLWNjY8Nd820ZGRkwMzNTqO8PaRz41MBQTU0ZSmqUpEePHti1axf3w6j8L9U3R+QAUElNQmUJlIWFBYyMjCr9IXr79m1oaWnB1ta22uu+9957iIqKwr59+yCVSuHu7g4tLS307duXS2rc3d3lfqH9/PPP8Pf3x7p167h9hYWFFZ5Dbdnb2wMAUlJS5JrViouLkZaWVuu/zBWZCK465bHo6urWKoZWrVrh1KlTeP78eZW1NUePHkVRURFiYmLkfoG+3UwEAEKhEB999BEOHDiA9evXY//+/XjvvfcgFovl3pMxBgcHB7Rp04Z3zKomFArRpUuXCpPbAWU1J/3796/xGuVJQk2ioqLkRg2+LT09HQ8fPqww7wwADB06FCKRqMbP+P3792FhYVFtmebNm8PCwqLSe7506RK6dOlS7fmkcZFCC1IFBynzG2PXeFGfGh4KCgqQkJBQ6bETJ04A+F+zSPkIpPI+KUBZLU11s9rWllAorPADVVtbG15eXjhy5IjccOqsrCxER0ejb9++NS5PX96s9NVXX6FTp05c08Z7772HuLg4XLlyRa7pqfx93/7rfPPmzbyHtVbF09MTenp62LRpk9z7bN++HXl5eRg8eHCtrlvejFHb5MvS0hL9+/fH999/X+lf2TXNBuvn5wfGGJYtW1bhWPl9liePbzfpRUVFVXrN0aNH4+nTp/j3v/+NP//8E6NHj5Y7PmLECGhra2PZsmUV/s0YY3j27Fm1MavD+PHjcezYMdy7d4/bd/DgQaSnp2P8+PE1nq+sPjVbt27FoUOH5Lbg4GAAZRNy7tmzhytb2b/18ePHkZSUVGFyztTUVKSmpsrt8/Pzw7Fjx+SG1cfFxeHOnTtyNW2k8WP/bX5SZGPU/ASAamp4KSgogLu7O3r37g0fHx/Y2toiNzcXhw8fxvnz5+Hr68s1xbRv3x69e/dGaGgo99f3vn37UFpaqvS4unfvjtOnT2P9+vUQi8VwcHCAq6srVq5cidjYWPTt2xczZsyAjo4Ovv/+exQVFSk0B46TkxOsra2RkpLC/QAHAA8PD8yfPx8AKiQ1H330EXbv3g2RSAQXFxckJCTg9OnTMDc3V8q9WlhYIDQ0FMuWLYOPjw+GDh2KlJQUfPfdd+jZs6dcZ2s+unfvDgCYOXMmvL29oa2tjTFjxvC6RkREBPr27YuOHTtiypQpcHR0RFZWFhISEvD48WP8+eefVZ47YMAAjB8/Hps2bcLdu3fh4+MDmUzG9WUKCgqCl5cX9PT0MGTIEEydOhWvXr3Ctm3bYGlpWWki9eGHH8LExARffPEFtLW14efnJ3e8VatWWLlyJUJDQ/HgwQP4+vrCxMQEaWlpOHToEAICAvDFF1/wegbKNm3aNGzfvh3vv/8+QkJCIJFIsHbtWvj6+ipUI6asPjVeXl4V9pUnwP369ZMbgu3u7o6uXbuiR48eEIlEuHr1Knbs2AFbW1ssWLBA7hoDBw4EALk/PBYsWIADBw5gwIABmDVrFl69eoW1a9eiY8eOVXbUJo0TNT/VQj2MuGqwSkpK2LZt25ivry+zt7dn+vr6zMjIiHXt2pWtXbuWFRUVyZVPTU1lnp6eTF9fn1lZWbEFCxaw2NjYSod0t2/fvsL7KTLEmTHGbt++zTw8PJihoSEDIDe8++rVq8zb25sZGxszIyMjNmDAAPbHH38ofM8jR45kANj+/fu5fcXFxczIyIjp6emx169fy5V/8eIFmzRpEmvWrBkzNjZm3t7e7Pbt28ze3l4urtoO6S737bffMmdnZ6arq8usrKzY9OnT2YsXL+TK8BnSXVpayoKDg5mFhQUTCATc8O7yIctr166tcA4AtmTJErl9qampbMKECcza2prp6uqy5s2bs48++oj9/PPPCsWwdu1a5uzszPT09JiFhQUbNGiQ3JQBMTExrFOnTszAwIC1bNmSffXVV2zHjh2VTh/AGGPjxo1jAJinp2eV73vw4EHWt29fJhQKmVAoZM7OziwwMJClpKRwZar6jPJ9PrWRkZHB/u///o+ZmJiwZs2aseDg4EqHtqtbVUO6v/zyS9alSxcmEomYrq4us7OzY9OnT2eZmZkVrmFvb1/pZ/7mzZvMy8uLGRkZsSZNmrBx48ZVej5pnMqHdJ+47sDOpbVSaDtx3YGGdDPGBIzReuWEEEKIppBIJBCJRPj1uiOEJpV3wn9b/kspBncqm9qhpq4FjRk1PxFCCCEaiJqf+KOkhhBCCNFAUqYFqYJz5Eqp0QUAJTWEEEKIRpLxWKiSFrQs0yiGdL98+RKzZ8+Gvb09DA0N4e7uXucVggkhhJD6JPvvPDWKbLLG8eu8zhrFU/jss8+4FZZv3LgBLy8veHp6VrvWDiGEEKLJypufFN1II0hqXr9+jYMHDyI8PBweHh5wcnLC0qVL4eTkhC1bttR3eIQQQkityP5bA6PoRhpBn5rS0lJIpdIKi0gaGhriwoULlZ5TVFQkt2CcTCbD8+fPYW5uXufp8gkhRNUYY3j58iXEYnGtFtgkDYOUCSBVcKZgRcs1dg0+qTExMYGbmxtWrFiBdu3awcrKCnv37kVCQkKVCwiuXr260unoCSGkIXn06BFatGhR32EQFeG39hONfgKARjH5XmpqKj799FOcO3cO2tra6NatG9q0aYOkpCTcunWrQvm3a2ry8vJgZ2eHR48evdOTFhFCGgaJRMIt01K+JhtpPMon39txtSuMFJx8r+ClFJ92u0aT79V3AMrQqlUrxMfHIz8/HxKJBDY2Nhg9erTcKs5v0tfXh76+foX9pqam7/SHgRDSsFBzOSHyGlVjrFAohI2NDV68eIFTp05h2LBh9R0SIYQQUiuKDufm00zV2DWKmppTp06BMYa2bdvi3r17mDt3LpydnWlFW0IIIQ2WDIp3AJapNpQGo1EkNXl5eQgNDcXjx49hZmYGPz8/rFq1Crq6uvUdGiGEEFIrfIZq05DuMo0iqRk1ahRGjRpV32EQQgghSsNv7SdKaoBGktQQQgghjQ2t/cQfJTWEEEKIBqKaGv4oqSGEEEI0EL/J9yipASipIYQQQjSSjAkgU3T0Ey2TAICSGkIIIUQjyXjU1NDopzKU1BBCCCEaSMa0IFOwr4yi5Ro7SmoIIYQQDSSFAFIFRzUpWq6xo6SGEEII0UBUU8MfJTWEEEKIBpJC8RoYqWpDaTAotSOEEEI0UHlNjaIbH1KpFIsWLYKDgwMMDQ3RqlUrrFixAowxrgxjDIsXL4aNjQ0MDQ3h6emJu3fvKvs2lYqSGkIIIUQDlU++p+jGx1dffYUtW7bg22+/xa1bt/DVV18hPDwcmzdv5sqEh4dj06ZNiIyMRGJiIoRCIby9vVFYWKjsW1Uaan4ihBBCNBDjsUwC49lR+I8//sCwYcMwePBgAEDLli2xd+9eXLp0qex6jGHDhg1YuHAhhg0bBgD44YcfYGVlhcOHD2PMmDG83k9dqKaGEEII0UC1qamRSCRyW1FRUaXXdnd3R1xcHO7cuQMA+PPPP3HhwgUMGjQIAJCWlobMzEx4enpy54hEIri6uiIhIUHFd157aq2pGTFiBO9zIiMjYWlpqYJoCCGEEM1VmxmFbW1t5fYvWbIES5curVD+X//6FyQSCZydnaGtrQ2pVIpVq1Zh3LhxAIDMzEwAgJWVldx5VlZW3DFNpNak5vDhwxg1ahQMDQ0VKh8dHY1Xr15RUkMIIeSdU5u1nx49egRTU1Nuv76+fqXlf/rpJ+zZswfR0dFo3749kpOTMXv2bIjFYvj7+9c9+Hqi9j41mzZtUjhJ+fnnn1UcDSGEEKKZalNTY2pqKpfUVGXu3Ln417/+xfWN6dixIx4+fIjVq1fD398f1tbWAICsrCzY2Nhw52VlZaFLly4870R91Nqn5syZMzAzM1O4/IkTJ9C8efMayz158gSffPIJzM3NYWhoiI4dO+LKlSt1CZUQQgipVzJo8dr4KCgogJaW/Dna2tqQyWQAAAcHB1hbWyMuLo47LpFIkJiYCDc3t7rfnIqotaamX79+vMr37du3xjIvXrxAnz59MGDAAJw4cQIWFha4e/cumjZtWtswCSGEkHonZQJIFaypUbRcuSFDhmDVqlWws7ND+/btce3aNaxfvx6ffvopAEAgEGD27NlYuXIlWrduDQcHByxatAhisRi+vr58b0VtNGJI96+//oqzZ89CKpWiT58+8PPzU/jcr776Cra2toiKiuL2OTg4qCJMQgghRG1q0/ykqM2bN2PRokWYMWMGsrOzIRaLMXXqVCxevJgrM2/ePOTn5yMgIAC5ubno27cvTp48CQMDA17vpU4C9ub0gfVg0aJF+OWXXzB48GCUlJTg4MGDGDZsmNwEQNVxcXGBt7c3Hj9+jPj4eDRv3hwzZszAlClTqjynqKhIbpibRCKBra0t8vLyFGqLJISQ+iSRSCASiehnViNV/u8bED8Sesa6Cp1T/KoEW/sdeOc/E2qfp+btvi779+/HlStXEB4ejm+++QZHjx7Fjz/+qPD17t+/jy1btqB169Y4deoUpk+fjpkzZ2LXrl1VnrN69WqIRCJue3sIHCGEEFLfylfpVnQj9ZDUTJs2DbNnz0ZBQQEAwNHREevWrUNKSgpu3LiBLVu2oE2bNgpfTyaToVu3bggLC0PXrl0REBCAKVOmIDIysspzQkNDkZeXx22PHj2q830RQgghyiRj/2uCqnmr72g1g9qTmsTERNjY2KBbt244evQoduzYgWvXrsHd3R3vvfceHj9+jOjoaIWvZ2NjAxcXF7l97dq1Q3p6epXn6Ovrc8PeFB3+RgghhKiTKhe0bKzU3lFYW1sb8+fPx8iRIzF9+nQIhUJ8++23EIvFtbpenz59kJKSIrfvzp07sLe3V0a4hBBCSL2Q8Vj7SdFyjV29pXaOjo44deoUhg8fDg8PD0RERNTqOnPmzMHFixcRFhaGe/fuITo6Glu3bkVgYKCSIyaEEELUp3xIt6IbqYekJjc3F/PmzcOQIUOwcOFCDB8+HImJibh8+TJ69+6NGzdu8Lpez549cejQIezduxcdOnTAihUrsGHDBm79CkIIIaQhouYn/tTe/OTv74/c3FyMHTsWcXFxmD59Onbv3o2dO3ciLi4Oo0ePxpAhQ/DVV18pfM2PPvoIH330kQqjJoQQQtRLBh7z1FDzE4B6SGp+++03XLt2DU5OTpgyZQqcnJy4YwMHDsTVq1exfPlydYdFCCGEaBTGo08No6QGQD00P7Vu3Rpbt27FnTt3EBkZWaFDr4GBAcLCwtQdFiGEEKJRFB/OrXiNTmOn9qRmx44d+O2339C1a1dER0djy5Yt6g6BEEII0XjUp4Y/tTc/denShVbQJoQQQmqgyrWfGiuNWNCSEEIIIfJonhr+1FpfZWZmhpycHIXL29nZ4eHDhyqMiBBCCNFM1KeGP7XW1OTm5uLEiRMQiUQKlX/27BmkUqmKoyKEEEI0DzU/8Vcv89QQQgghpHqU1PCn1qRGJpOp8+0IIYSQBouSGv6oozAhhBCigRgU7wDMVBtKg0FJDSGEEKKBqKaGP0pqCCGEEA1ESQ1/lNQQQgghGoiSGv4oqSGEEEI0ECU1/Kk9qZFIJDWW0dHRgZGRkRqiIYQQQjQTYwIwBZMVRcs1dmpPapo0aQKBoOaHb2xsDE9PT2zcuBEtWrRQQ2SEEEKI5qBlEvhTe1Jz5syZGsvIZDJkZWUhIiICAQEBOH78uBoiI4QQQjQHNT/xp/akRiqVol+/ftDW1q6xbKdOndC7d281REUIIYRoFmp+4k+tC1oCwGeffQYLCwt8/PHH2L9/f7V9bJycnLB79241RkcIIYRoBlrQkj+1JzX379/H2bNn4eLignXr1sHKygoffPABNm/ejPT0dLmyenp6GDZsmLpDJIQQQupdeU2Nohuph6QGKGtWWrhwIS5duoTU1FT4+fnhxIkTaNu2Lbp06YLFixfjypUr9REaIYQQohEYj1oaSmrK1EtS8yaxWIxp06bh+PHjyMnJwaJFi/DgwQP4+PggLCysvsMjhBBC6gUDwJiCW30HqyE0avI9oVAIPz8/+Pn5QSqV4vnz5/UdEiGEEFIvZBBAQEO6eVF7Tc2HH36IvLw87vWaNWuQm5vLvX727BlcXFygra0NCwsLdYdHCCGEaATqU8Of2pOaU6dOoaioiHsdFhYmVyNTWlqKlJQUdYdFCCGEaBQa/cSf2pufGGPVviaEEELI//rLKFqWaFifGkIIIYSUocn3+FN7UiMQCCqs/aTIWlCEEELIu4SSGv7qpflp4sSJ0NfXBwAUFhZi2rRpEAqFACDX34YQQgh5V8mYAAJa+4kXtSc1/v7+cq8/+eSTCmUmTJigrnAIIYQQjUR9avhTe1ITFRWl7rckhBBCGpyypEbR5icVB9NAUEdhQgghRANRnxr+KKkhhBBCNBCD4ssfUEVNmXpf+4kQQgghFal6RuEnT57gk08+gbm5OQwNDdGxY0e5xaQZY1i8eDFsbGxgaGgIT09P3L17V5m3qHSU1BBCCCGaiPHceHjx4gX69OkDXV1dnDhxAn///TfWrVuHpk2bcmXCw8OxadMmREZGIjExEUKhEN7e3igsLFTG3akENT8RQgghmohPDQzPmpqvvvoKtra2coN3HBwc/nc5xrBhwwYsXLgQw4YNAwD88MMPsLKywuHDhzFmzBhe76cuVFNDCCGEaKDyId2KbnzExMSgR48eGDlyJCwtLdG1a1ds27aNO56WlobMzEx4enpy+0QiEVxdXZGQkKCsW1Q6SmoIIYQQDVSbPjUSiURuq2pC2/v372PLli1o3bo1Tp06henTp2PmzJnYtWsXACAzMxMAYGVlJXeelZUVd0wTUVJDCCGEaCIm4LcBsLW1hUgk4rbVq1dXemmZTIZu3bohLCwMXbt2RUBAAKZMmYLIyEh13qHSUZ8aQgghRAPVZkbhR48ewdTUlNtfviTR22xsbODi4iK3r127djh48CAAwNraGgCQlZUFGxsbrkxWVha6dOmi4B2oH9XUEEIIIZqoFqOfTE1N5baqkpo+ffogJSVFbt+dO3dgb28PoKzTsLW1NeLi4rjjEokEiYmJcHNzU+JNKhfV1BBCCCEaSJUzCs+ZMwfu7u4ICwvDqFGjcOnSJWzduhVbt24FAAgEAsyePRsrV65E69at4eDggEWLFkEsFsPX15fvrahNo6mpiYiIQMuWLWFgYABXV1dcunSpvkMihBBC6kYFc9QAQM+ePXHo0CHs3bsXHTp0wIoVK7BhwwaMGzeOKzNv3jwEBwcjICAAPXv2xKtXr3Dy5EkYGBjU/b5URMBYw18Ga//+/ZgwYQIiIyPh6uqKDRs24MCBA0hJSYGlpWWN50skEohEIuTl5cm1RRJCiCain1mNW/m/r+33S6BlqFgCIXtdiEdTl2n8Z2LEiBG8z4mMjFTodznQSJqf1q9fjylTpmDSpEkAyh7Ar7/+ih07duBf//qXwtcpKC6FTnGpqsIkhBClKKCfU++GRrj40+HDhzFq1CgYGhoqVD46OhqvXr16d5Ka4uJiJCUlITQ0lNunpaUFT0/PKicIKioqkhu7n5eXBwDosfgotPSNVBswIYTUkayoAEDZrK+kMRP8d1O0bMOwadMmhZOUn3/+mde1G3xSk5OTA6lUWukEQbdv3670nNWrV2PZsmUV9j/ZMlEVIRJCiEo8e/YMIpGovsMgqtIIa2rOnDkDMzMzhcufOHECzZs3V7h8g09qaiM0NBQhISHc69zcXNjb2yM9PV1jfkBIJBLY2tpWmHOgvlFc/GhiXJoYE0Bx8ZGXlwc7OztevxxIA9QIk5p+/frxKt+3b19e5Rt8UtOsWTNoa2sjKytLbn9WVhY3edDb9PX1Kx27LxKJNOaHVrnyuQY0DcXFjybGpYkxARQXH1pajWYAK6nMGzMFK1S2Afv1119x9uxZSKVS9OnTB35+frW6ToP/Rujp6aF79+5yEwTJZDLExcVp9ARBhBBCSHVUuaClJlm0aBHmzZsHgUAAxhjmzJmD4ODgWl2rwdfUAEBISAj8/f3Ro0cP9OrVCxs2bEB+fj43GooQQghpcBph8xMAXLlyBT169OBe79+/H3/++Sc3ImrixIno378/Nm/ezPvajSKpGT16NP755x8sXrwYmZmZ6NKlC06ePFmh83BV9PX1sWTJkiqnk64PmhgTQHHxpYlxaWJMAMXFhybGRFSgkTY/TZs2DX379kVYWBiMjIzg6OiIdevWYeTIkSguLsaWLVvQpk2bWl27UUy+RwghhDQW3OR7G5fzm3xv1mKNn3wPAKRSKb7++mtERUVh7dq16N69O4KDg7k+NX379sXGjRvRqlUr3tduFDU1hBBCSKPTSJuftLW1MX/+fIwcORLTp0+HUCjEt99+C7FYXOdrN/iOwoQQQkijVN78pOjWwDg6OuLUqVMYPnw4PDw8EBERUedrUlJDCCGEaCJFF7Os5aKW9SU3Nxfz5s3DkCFDsHDhQgwfPhyJiYm4fPkyevfujRs3btT62pTUEEIIIZqokSY1/v7+SExMxODBg5GSkoLp06fD3NwcO3fuxKpVqzB69GjMnz+/VtdutEnN6tWr0bNnT5iYmMDS0hK+vr5ISUnhjj948AACgaDS7cCBA1y59PR0DB48GEZGRrC0tMTcuXNRWlq7xeRqiun58+cIDg5G27ZtYWhoCDs7O8ycOZNbm6pcZTHv27evVjEBwLlz5zBkyBCIxWIIBAIcPnxY7virV68QFBSEFi1awNDQEC4uLoiMjJQrU1hYiMDAQJibm8PY2Bh+fn4VJkRUdlxLly6Fs7MzhEIhmjZtCk9PTyQmJsqVadmyZYVntWbNmjrFVZmXL19i9uzZsLe3h6GhIdzd3XH58mXuOGMMixcvho2NDQwNDeHp6Ym7d+8qPY6qrFmzBgKBALNnz+b29e/fv8KzmTZtmtpieltERARatmwJAwMDuLq64tKlS/UWC1A2QkMgEGDDhg1y+9X1mXpTVlYWJk6cCLFYDCMjI/j4+FT4/KjiO0jqWSNNan777Tds374d06ZNw759+3DhwgXu2MCBA3H16lVoa2vX6tqNNqmJj49HYGAgLl68iNjYWJSUlMDLywv5+fkAAFtbW2RkZMhty5Ytg7GxMQYNGgSgrIf24MGDUVxcjD/++AO7du3Czp07sXjxYpXE9PTpUzx9+hRff/01bt68iZ07d+LkyZOYPHlyhWtFRUXJxe7r61u7BwUgPz8fnTt3rrI9MyQkBCdPnsSPP/6IW7duYfbs2QgKCkJMTAxXZs6cOTh69CgOHDiA+Ph4PH36tFZLzPOJq02bNvj2229x48YNXLhwAS1btoSXlxf++ecfuXLLly+Xe1a1ndSpOp999hliY2Oxe/du3LhxA15eXvD09MSTJ08AAOHh4di0aRMiIyORmJgIoVAIb29vFBYWKj2Wt12+fBnff/89OnXqVOHYlClT5J5NeHi4yuOpzP79+xESEoIlS5bg6tWr6Ny5M7y9vZGdnV0v8Rw6dAgXL16ssuOiOj5T5Rhj8PX1xf3793HkyBFcu3YN9vb28PT05H52AKr5DpJ61kj71LRu3Rpbt27FnTt3EBkZCXt7e7njBgYGCAsLq93F2TsiOzubAWDx8fFVlunSpQv79NNPudfHjx9nWlpaLDMzk9u3ZcsWZmpqyoqKitQS008//cT09PRYSUkJtw8AO3ToUJ3fvzKVXbt9+/Zs+fLlcvu6devGvvzyS8YYY7m5uUxXV5cdOHCAO37r1i0GgCUkJKgsrrfl5eUxAOz06dPcPnt7e/bNN98oJYaqFBQUMG1tbXbs2DG5/eXPSCaTMWtra7Z27VruWG5uLtPX12d79+5VaWwvX75krVu3ZrGxsaxfv35s1qxZ3LG3X9enXr16scDAQO61VCplYrGYrV69Wu2xPH78mDVv3pzdvHmz0s+POj5Tb0pJSWEA2M2bN7l9UqmUWVhYsG3btjHG1PMdJOpT/rPMLnwla7n5a4U2u/CVDADLy8ur7/BrdO3aNda9e3dmZGTE3N3d2d9//620azfampq3lTfhVLUAXFJSEpKTk+VqRRISEtCxY0e5Sfy8vb0hkUjw119/qTym8jKmpqbQ0ZEffR8YGIhmzZqhV69e2LFjB5gKpxtyd3dHTEwMnjx5AsYYzpw5gzt37sDLywtA2bMrKSmBp6cnd46zszPs7OyQkJCgsrjeVFxcjK1bt0IkEqFz585yx9asWQNzc3N07doVa9eurXXzYVVKS0shlUphYCA/n4ShoSEuXLiAtLQ0ZGZmyj0fkUgEV1dXlT+fwMBADB48WO6937Rnzx40a9YMHTp0QGhoKAoKClQaT2WKi4uRlJQkF6OWlhY8PT3V9vkpJ5PJMH78eMydOxft27evspyqP1NvKioqAgC5z5eWlhb09fW5antN+A4SFWikzU9dunTBlStXkJ+fj99//x3t2rVT2rXfiXlqZDIZZs+ejT59+qBDhw6Vltm+fTvatWsHd3d3bl9mZmaFWYnLX2dmZqo8ppycHKxYsQIBAQFy+5cvX473338fRkZG+M9//oMZM2bg1atXmDlzZp1iqsrmzZsREBCAFi1aQEdHB1paWti2bRs8PDwAlD0LPT09NGnSRO48KyurOj+nmhw7dgxjxoxBQUEBbGxsEBsbi2bNmnHHZ86ciW7dusHMzAx//PEHQkNDkZGRgfXr1ystBhMTE7i5uWHFihVo164drKyssHfvXiQkJMDJyYl7BpV9llT5fPbt24erV6/K9e1508cffwx7e3uIxWJcv34d8+fPR0pKCn755ReVxVSZnJwcSKXSSp/P7du31RrLV199BR0dnWq/S+r4TL2pPDkJDQ3F999/D6FQiG+++QaPHz9GRkYGgPr9DhKiSd6JpCYwMBA3b96U64z0ptevXyM6OhqLFi3SmJgkEgkGDx4MFxcXLF26VO7Ym3F27doV+fn5WLt2rUqTmosXLyImJgb29vY4d+4cAgMDIRaLq6wBUJcBAwYgOTkZOTk52LZtG0aNGoXExERYWloCKOsPVK5Tp07Q09PD1KlTsXr1aqVOMb979258+umnaN68ObS1tdGtWzeMHTsWSUlJSnsPPh49eoRZs2YhNja2Qg1SuTeT5Y4dO8LGxgYDBw5EampqrWbybGj27NmDqVOncq9//fVXbNy4EVevXoVAUHX/BFV/pt6O68SJE/jll18wefJkmJmZQVtbG56enhg0aJBKa2hJ/RMAECj4T9xQetSYmZnhzp07cn98VsfOzg7nz5+v0O+mKo0+qQkKCsKxY8dw7tw5tGjRotIyP//8MwoKCjBhwgS5/dbW1hVGYJSPJrC2tlZZTC9fvoSPjw9MTExw6NAh6OrqVns9V1dXrFixAkVFRUpfC+b169dYsGABDh06hMGDBwMo+0GenJyMr7/+Gp6enrC2tkZxcTFyc3Pl/lLMysqq03NShFAohJOTE5ycnNC7d2+0bt0a27dvR2hoaKXlXV1dUVpaigcPHqBt27ZKi6NVq1aIj49Hfn4+JBIJbGxsMHr0aDg6OnLPICsrCzY2Ntw5WVlZ6NKli9JieFNSUhKys7PRrVs3bp9UKsW5c+fw7bffoqioqMLoAldXVwDAvXv31JrUNGvWDNra2hVG6qj68zN06FDungHgwIEDyM7Ohp2dHbdPKpXi888/x4YNG/DgwYNKr6Psz9TbcTVv3hyGhoZITk5GXl4eiouLYWFhAVdXV25RwPr8DhLCR25uLk6cOAGRSKRQ+WfPnkEqlSp8/Uab1DDGEBwcjEOHDuHs2bNwcHCosuz27dsxdOhQWFhYyO13c3PDqlWrkJ2dzf3lHxsbC1NTU7i4uKgkJolEAm9vb+jr6yMmJqbKv7LflJycjKZNm6pkcbuSkhKUlJRAS0u++5W2tjZkMhkAoHv37tDV1UVcXBz8/PwAACkpKUhPT4ebm5vSY6qOTCbj+iBUJjk5GVpaWty/p7IJhUIIhUK8ePECp06dQnh4OBwcHGBtbY24uDguiZFIJEhMTMT06dNVEsfAgQMrTGA1adIkODs7Y/78+ZUOl0xOTgYAucRLHfT09NC9e3fExcVxo/hkMhni4uIQFBSksvc1MTGBiYkJ9zogIABDhgyRK+Pt7Y3x48dj0qRJVV5H2Z+pt+N6U/kvgrt37+LKlStYsWIFAM36DhIlaqQLWvr7+6vs2o02qQkMDER0dDSOHDkCExMTrl1ZJBJxy5sDZX+Vnjt3DsePH69wDS8vL7i4uGD8+PEIDw9HZmYmFi5ciMDAwFolEDXFJJFI4OXlhYKCAvz444+QSCSQSCQAAAsLC2hra+Po0aPIyspC7969YWBggNjYWISFheGLL76ozWMCUDYPzb1797jXaWlpSE5OhpmZGezs7NCvXz/MnTsXhoaGsLe3R3x8PH744QeuD4FIJMLkyZMREhICMzMzmJqaIjg4GG5ubujdu7dK4jI3N8eqVaswdOhQ2NjYICcnBxEREXjy5AlGjhwJoKyjd2JiIgYMGAATExMkJCRgzpw5+OSTT9C0adNax1WZU6dOgTGGtm3b4t69e5g7dy6cnZ0xadIkbn6YlStXonXr1nBwcMCiRYsgFovrNBS/OiYmJhX6agmFQpibm6NDhw5ITU1FdHQ0PvzwQ5ibm+P69euYM2cOPDw8Kh36rWohISHw9/dHjx490KtXL2zYsAH5+fnVJhPKZm5uDnNzc7l9urq6sLa25mpg1PmZetOBAwdgYWEBOzs73LhxA7NmzYKvry/XWV9V30FSzxrh2k/lfwyrjNLGUWkYVNE/PCoqSq5caGgos7W1ZVKptNLrPHjwgA0aNIgZGhqyZs2asc8//1xueLUyYzpz5kyVZdLS0hhjjJ04cYJ16dKFGRsbM6FQyDp37swiIyOrjF8RVb2vv78/Y4yxjIwMNnHiRCYWi5mBgQFr27YtW7duHZPJZNw1Xr9+zWbMmMGaNm3KjIyM2PDhw1lGRkatY6oprtevX7Phw4czsVjM9PT0mI2NDRs6dCi7dOkSd35SUhJzdXVlIpGIGRgYsHbt2rGwsDBWWFhYp7gqs3//fubo6Mj09PSYtbU1CwwMZLm5udxxmUzGFi1axKysrJi+vj4bOHAgS0lJUXoc1XlzCHd6ejrz8PBgZmZmTF9fnzk5ObG5c+fW63DQzZs3Mzs7O6anp8d69erFLl68WG+xlHt7+LY6P1Nv2rhxI2vRogXT1dVldnZ2bOHChRWmlVDFd5DUj/Ih3fZhq5jD+nUKbfZhqxrMkG5VEjBGPc0IIYQQTSGRSCASidBy1SpoKdAFAQBkhYV48OWX3DQg76pG2/xECCGENGiNsPlJ1SipIYQQQjQRJTW8UVJDCCGEaCAB4zFPDSU1ACipIYQQQjRTIx3SXT6qtzo6OjowMjLifW1KagghhBBN1Eibn5o0aVLtrN3ljI2N4enpiY0bN1Y5ee7b6jWpOXfuHNauXYukpCRkZGTg0KFDcvN2MMawZMkSbNu2Dbm5uejTpw+2bNmC1q1bc2WeP3+O4OBgHD16FFpaWvDz88PGjRthbGxcD3dECCGEKEdjbX46c+ZMjWVkMhmysrIQERGBgICASueSq0y9JjX5+fno3LkzPv30U4wYMaLC8fDwcGzatAm7du3iJizz9vbG33//zc20O27cOGRkZCA2NhYlJSWYNGkSAgICEB0dre7bIYQQQpSnkdbUSKVS9OvXr9KZzd/WqVMnXhNIasw8NQKBQK6mhjEGsViMzz//nJstNy8vD1ZWVti5cyfGjBmDW7duwcXFBZcvX+bWQDl58iQ+/PBDPH78GGKxWKH3lslkePr0KUxMTBSqEiOEkPrEGMPLly8hFosrLGFSE/p5Vzd1efaKKp+nxnFRGLQVnKdGWliI+ysWNIh5ahwdHZGbmwsfHx8MGzYMgwYNqjLm4uJinDhxAsOGDVPo2hrbpyYtLQ2ZmZlyq0CLRCK4uroiISEBY8aMQUJCApo0acIlNADg6ekJLS0tJCYmYvjw4ZVeu6ioSG59oCdPntRqLSdCCKlPjx49UrivQbmnT5/C1tZWRRG9O2rz7HlrpDU19+/fx/Xr1xETE4N169Zh4sSJ6Nu3L4YOHYphw4bJLSqrp6encEIDaHBSU74ukpWVldx+Kysr7lhmZmaFReR0dHRgZmbGlanM6tWrsWzZsgr7++JD6KD6FbEJIaS+laIEF3C8yoUvq1N+zqNHjzT+L3pNJJFIYGtrW6tnz1sjTWqAsmalTp06YeHChXj69CliYmIQExODefPmoW3bthg6dCiGDh0qV2mhCI1NalQpNDQUISEh3OvyD6kOdKEjoKSGEKLh/vsLrDbNR+XnmJiYUFJTB+poumusHYXfJhaLMW3aNEybNg35+fk4efIkjhw5Ah8fH4SEhGDBggUKX0tjkxpra2sAQFZWFmxsbLj9WVlZ6NKlC1cmOztb7rzS0lI8f/6cO78y+vr6tVplmxBCGovXJVKI6jsIQt4iFArh5+cHPz8/SKVSPH/+nNf5qunlpAQODg6wtrZGXFwct08ikSAxMRFubm4AADc3N+Tm5iIpKYkr89tvv0Emk8HV1VXtMRNCCCFKw3huDcSHH36IvLw87vWaNWuQm5vLvX727BlcXFygra0NCwsLXteu16Tm1atXSE5ORnJyMoCyzsHJyclIT0+HQCDA7NmzsXLlSsTExODGjRuYMGECxGIxN0KqXbt28PHxwZQpU3Dp0iX8/vvvCAoKwpgxYxQe+UQIIYRoovLmJ0W3huLUqVNyg3XCwsLkamRKS0uRkpJSq2vXa/PTlStXMGDAAO51eT8Xf39/7Ny5E/PmzUN+fj4CAgKQm5uLvn374uTJk9wcNQCwZ88eBAUFYeDAgdzke5s2bVL7vRBCCCFK14CSFUW9PZOMMmeWqdekpn///tXejEAgwPLly7F8+fIqy5iZmdFEe4QQQhqfRjz6SVU0tqMwIYQQ8i5rrKOfBAJBhdFjyhpNRkkNIYQQoonUWFOzZs0ahIaGYtasWdiwYQMAoLCwEJ9//jn27duHoqIieHt747vvvqswfxxfjDFMnDiRG4VcWFiIadOmQSgUAoBcfxu+KKkhhBBCNJC6amouX76M77//Hp06dZLbP2fOHPz66684cOAARCIRgoKCMGLECPz++++1fzOU9Zt90yeffFKhzIQJE2p1bUpqCCGEEE2khpqaV69eYdy4cdi2bRtWrlzJ7c/Ly8P27dsRHR2N999/HwAQFRWFdu3a4eLFi7wWmXxbVFRUrc+ticbOU0MIIYS802oxT41EIpHbamrKCQwMxODBg+XWWQSApKQklJSUyO13dnaGnZ0dEhISlHN/KkBJDSGEEKKBajNPja2tLUQiEbetXr26yuvv27cPV69erbRMZmYm9PT00KRJE7n9b66/qImo+YkQQgjRRLVofnp7odKqlgR69OgRZs2ahdjYWLm53xo6qqkhhBBCNFEtmp9MTU3ltqqSmqSkJGRnZ6Nbt27Q0dGBjo4O4uPjsWnTJujo6MDKygrFxcVyyxcAZesvVre2Yn2jmhpCCCFEA6ly9NPAgQNx48YNuX2TJk2Cs7Mz5s+fD1tbW+jq6iIuLg5+fn4AgJSUFKSnp3PrL2oiSmoIIYQQTaTC0U8mJibo0KGD3D6hUAhzc3Nu/+TJkxESEgIzMzOYmpoiODgYbm5udRr5pGqU1BBCCCEaqL5nFP7mm2+4NRXfnHxPk1FSQwghhGgiNa/9dPbsWbnXBgYGiIiIQERERN0vriaU1BBCCCGaiBa05I2SGkIIIUQDCf67KVqWUFJDCCGEaCaqqeGNkhpCCCFEA9V3R+GGiJIaQgghRBNRTQ1vlNQQQgghmoqSFV4USmokEgnvC7+59gQhhBBC+KHmJ/4USmqaNGkCgUDxvtUCgQB37tyBo6NjrQMjhBBC3mnU/MSbws1PP//8M8zMzGosxxjDhx9+WKegCCGEkHcd1dTwp1BSY29vDw8PD5ibmyt0UUdHR+jq6tYpMEIIIeSdRjU1vCmU1KSlpfG66M2bN2sVDCGEEELKUE0NfzT6iRBCCNFEVFPDW62SmsuXL+PMmTPIzs6GTCaTO7Z+/XqlBEYIIYS80yip4Y13UhMWFoaFCxeibdu2sLKykhsVxWeEFCGEEEKqRs1P/PFOajZu3IgdO3Zg4sSJKgiHEEIIIQCopqYWeCc1Wlpa6NOnjypiIYQQQsh/CRiDgCmWrSharrHT4nvCnDlzEBERoYpYCCGEEFKO8dwI/5qaL774AoMHD0arVq3g4uJSYT6aX375RWnBEUIIIe8q6lPDH++ampkzZ+LMmTNo06YNzM3NIRKJ5DZla9myJQQCQYUtMDAQANC/f/8Kx6ZNm6b0OAghhBC1opoa3njX1OzatQsHDx7E4MGDVRFPBZcvX4ZUKuVe37x5Ex988AFGjhzJ7ZsyZQqWL1/OvTYyMlJLbIQQQoiqUE0Nf7yTGjMzM7Rq1UoVsVTKwsJC7vWaNWvQqlUr9OvXj9tnZGQEa2trtcVECCGEqByNfuKNd/PT0qVLsWTJEhQUFKginmoVFxfjxx9/xKeffio3J86ePXvQrFkzdOjQAaGhofUSGyGEEKJM5TU1im6kFjU1mzZtQmpqKqysrNCyZcsKHYWvXr2qtODedvjwYeTm5srNkfPxxx/D3t4eYrEY169fx/z585GSklJth+WioiIUFRVxryUSicpiJoQQQmqFamp4453U+Pr6qiAMxWzfvh2DBg2CWCzm9gUEBHD/37FjR9jY2GDgwIFITU2tspls9erVWLZsmcrjJYQQQuqCamD44Z3ULFmyRBVx1Ojhw4c4ffp0jUPGXV1dAQD37t2rMqkJDQ1FSEgI91oikcDW1lZ5wRJCCCF1xVjZpmhZ0nBW6Y6KioKlpWWNo66Sk5MBADY2NlWW0dfXh76+vjLDI4QQQpSKRj/xp1BHYTMzM+Tk5Ch8UTs7Ozx8+LDWQb1NJpMhKioK/v7+0NH5Xx6WmpqKFStWICkpCQ8ePEBMTAwmTJgADw8PdOrUSWnvTwghhKgdzVPDm0I1Nbm5uThx4oTCk+s9e/ZMbm6Zujp9+jTS09Px6aefyu3X09PD6dOnsWHDBuTn58PW1hZ+fn5YuHCh0t6bEEIIqQ8CWdmmaFnCo/nJ399flXFUy8vLC6yS9kJbW1vEx8fXQ0SEEEKIitHoJ94USmpkMkoBCSGEEHWiPjX8NZiOwoQQQsg7hUY/8UZJDSGEEKKBqKaGP0pqCCGEEE1EfWp4o6SGEEII0UBUU8MfJTWEEEKIJqI+NbzxXqX7/fffr3TdpBcvXuD9999XSlCEEELIu45W6eaPd03N2bNncePGDVy7dg179uyBUCgEABQXF9OcMYQQQoiyUJ8a3njX1ABlM/xmZmaid+/eePDggZJDIoQQQgjV1PBXq6TGxsYG8fHx6NixI3r27ImzZ88qOSxCCCHkHSdj/DbCP6kRCAQAyla6jo6OxqxZs+Dj44PvvvtO6cERQggh7yxa0JI33n1q3l6DaeHChWjXrl29rg1FCCGENDYC8BjSrdJIGg7eNTVpaWmwsLCQ2+fn54fExETs2LFDaYERQggh77TyId2KbjysXr0aPXv2hImJCSwtLeHr64uUlBS5MoWFhQgMDIS5uTmMjY3h5+eHrKwsZd6h0vFOauzt7bkmqDe1b9+eamsIIYQQJVFlR+H4+HgEBgbi4sWLiI2NRUlJCby8vJCfn8+VmTNnDo4ePYoDBw4gPj4eT58+xYgRI5R8l8pFk+8RQgghmkiFQ7pPnjwp93rnzp2wtLREUlISPDw8kJeXh+3btyM6Opqbgy4qKgrt2rXDxYsX0bt3b35vqCa1Gv1ECCGEENUSMMZrAwCJRCK3FRUVKfReeXl5AAAzMzMAQFJSEkpKSuDp6cmVcXZ2hp2dHRISEpR8p8pDSQ0hhBCiiWQ8NwC2trYQiUTctnr16prfRibD7Nmz0adPH3To0AEAkJmZCT09PTRp0kSurJWVFTIzM5Vye6pAzU+EEEKIBnqzBkaRsgDw6NEjmJqacvv19fVrPDcwMBA3b97EhQsXaheoBqGkhhBCCNFEtehTY2pqKpfU1CQoKAjHjh3DuXPn0KJFC26/tbU1iouLkZubK1dbk5WVBWtra4Wvr27U/EQIIYRoIhUO6WaMISgoCIcOHcJvv/0GBwcHuePdu3eHrq4u4uLiuH0pKSlIT0+Hm5ubUm5PFaimhhBCCNFAfIZq8x3SHRgYiOjoaBw5cgQmJiZcPxmRSARDQ0OIRCJMnjwZISEhMDMzg6mpKYKDg+Hm5qaxI58ASmoIIYQQzcSnBoZnTc2WLVsAAP3795fbHxUVhYkTJwIAvvnmG2hpacHPzw9FRUXw9vbW+CWRKKkhhBBCNJBAVrYpWpaPt5c8qoyBgQEiIiIQERHB7+L1iJIaQgghRBOpsKamsaKkhhBCCNFEKpxRuLGipIYQQgjRQLWZp+ZdR0kNIYQQoomo+Yk3SmoIIYQQTcTALX+gUFlCSQ0hhBCiiaj5iT9KagghhBBNxMCj+UmlkTQYlNQQQgghmoj61PCm0Ws/LV26FAKBQG5zdnbmjhcWFiIwMBDm5uYwNjaGn58fsrKy6jFiQgghRElkPDei2UkNALRv3x4ZGRnc9ubS6HPmzMHRo0dx4MABxMfH4+nTpxgxYkQ9RksIIYQoR3mfGkU30gCan3R0dCpd5jwvLw/bt29HdHQ03n//fQBla1a0a9cOFy9e1OgFtwghpL4Z6mrXdwiEKJ3G19TcvXsXYrEYjo6OGDduHNLT0wEASUlJKCkpgaenJ1fW2dkZdnZ2SEhIqPaaRUVFkEgkchshhLxLBAJBfYdAalLep0bRjWh2TY2rqyt27tyJtm3bIiMjA8uWLcN7772HmzdvIjMzE3p6emjSpIncOVZWVtwS6lVZvXo1li1bVmF/KUqoB7kCHizrhVYb70L6/EV9h0LIO6kUJQAUW5TwbeXn0B9ztVP+3Grz7HmjjsK8aXRSM2jQIO7/O3XqBFdXV9jb2+Onn36CoaFhra8bGhqKkJAQ7nVaWhq6dOmCCzhep3jfGUuO4EF9x0AIwbNnzyASiXifAwC2traqCOmdUZtnzxslNbxpdFLztiZNmqBNmza4d+8ePvjgAxQXFyM3N1eutiYrK6vSPjhv0tfXh76+Pvfa3t4eAJCenq76DykPEokEtra2ePToEUxNTes7HACaGRNAcfGhiTEBmhmXJsYElPUptLOzg5mZGe9zy8/RtJ93daWuf6u6PHveZAAUbSWk0U8AGlhS8+rVK6SmpmL8+PHo3r07dHV1ERcXBz8/PwBASkoK0tPT4ebmxuu6WlplXYtEIpFG/eAqZ2pqqnFxaWJMAMXFhybGBGhmXJoYE/C/n121OUdTf97Vlbr+rWrz7PmiGYX50+ik5osvvsCQIUNgb2+Pp0+fYsmSJdDW1sbYsWMhEokwefJkhISEwMzMDKampggODoabmxuNfCKEENLwUfMTbxqd1Dx+/Bhjx47Fs2fPYGFhgb59++LixYuwsLAAAHzzzTfQ0tKCn58fioqK4O3tje+++66eoyaEEEKUQMYAgYLJioySGkDDk5p9+/ZVe9zAwAARERGIiIio0/vo6+tjyZIlcv1sNIEmxqWJMQEUFx+aGBOgmXFpYkxA3eLS1HuqK3Xdl1qfH9XU8CZgahmXRgghhBBFSCQSiEQieDrOhI6WYslTqawIp+9vQl5eXqPsK6Uoja6pIYQQQt5ZVFPDGyU1hBBCiCaSMSg8Iyz1qQFASQ0hhBCimZisbFO0LKGkhhBCCNFI1PzEm8YvaFlbq1evRs+ePWFiYgJLS0v4+voiJSWFO/7gwQMIBIJKtwMHDnDl0tPTMXjwYBgZGcHS0hJz585FaWmpyuJ6/vw5goOD0bZtWxgaGsLOzg4zZ85EXl6e3HUqi7um0WLVOXfuHIYMGQKxWAyBQIDDhw/LHX/16hWCgoLQokULGBoawsXFBZGRkXJlCgsLERgYCHNzcxgbG8PPzw9ZWVkqi2np0qVwdnaGUChE06ZN4enpicTERLkyLVu2rPCc1qxZU+uYqvLy5UvMnj0b9vb2MDQ0hLu7Oy5fvswdZ4xh8eLFsLGxgaGhITw9PXH37l2lx1GVNWvWQCAQYPbs2dy+/v37V3g206ZNU1tMb4qIiEDLli1hYGAAV1dXXLp0qV7ieNO0adMgEAiwYcMGuf3q+kyVy8rKwsSJEyEWi2FkZAQfH58Knx0+3z1NfNZ18eTJE3zyyScwNzeHoaEhOnbsiCtXrqjkvWr6niudjPHbSONNauLj4xEYGIiLFy8iNjYWJSUl8PLyQn5+PoCydU8yMjLktmXLlsHY2Jhbc0oqlWLw4MEoLi7GH3/8gV27dmHnzp1YvHixyuJ6+vQpnj59iq+//ho3b97Ezp07cfLkSUyePLnCtaKiouTi9/X1rXVc+fn56Ny5c5XD40NCQnDy5En8+OOPuHXrFmbPno2goCDExMRwZebMmYOjR4/iwIEDiI+Px9OnTzFixAiVxdSmTRt8++23uHHjBi5cuICWLVvCy8sL//zzj1y55cuXyz2n4ODgWsdUlc8++wyxsbHYvXs3bty4AS8vL3h6euLJkycAgPDwcGzatAmRkZFITEyEUCiEt7c3CgsLlR7L2y5fvozvv/8enTp1qnBsypQpcs8mPDxc5fG8bf/+/QgJCcGSJUtw9epVdO7cGd7e3sjOzlZ7LOUOHTqEixcvQiwWV3pcHZ8poCwZ9vX1xf3793HkyBFcu3YN9vb28PT05H5mAIp/9zTxWdfFixcv0KdPH+jq6uLEiRP4+++/sW7dOjRt2lQl71fT91zpaJVu/tg7Ijs7mwFg8fHxVZbp0qUL+/TTT7nXx48fZ1paWiwzM5Pbt2XLFmZqasqKiorUFtdPP/3E9PT0WElJCbcPADt06JBSYnhbZddu3749W758udy+bt26sS+//JIxxlhubi7T1dVlBw4c4I7funWLAWAJCQkqielteXl5DAA7ffo0t8/e3p598803dX7/6hQUFDBtbW127Ngxuf3lz0cmkzFra2u2du1a7lhubi7T19dne/fuVWlsL1++ZK1bt2axsbGsX79+bNasWdyxt1/Xl169erHAwEDutVQqZWKxmK1evbpe4nn8+DFr3rw5u3nzZqWfH3V8psqlpKQwAOzmzZvcPqlUyiwsLNi2bdsYY/y+e5r2rOtq/vz5rG/fvmp5r5q+58pU/rPM02Yq82kerNDmaTOVAWB5eXlKjaWhabQ1NW8rb76pahGypKQkJCcny9WIJCQkoGPHjrCysuL2eXt7QyKR4K+//lJLXOVlTE1NoaMj3wUqMDAQzZo1Q69evbBjxw4wFWbq7u7uiImJwZMnT8AYw5kzZ3Dnzh14eXkBKHt+JSUl8PT05M5xdnaGnZ0dEhISVBZXueLiYmzduhUikQidO3eWO7ZmzRqYm5uja9euWLt2bZ2aDytTWloKqVQKAwMDuf2Ghoa4cOEC0tLSkJmZKfdsRCIRXF1dVf5sAgMDMXjwYLn3ftOePXvQrFkzdOjQAaGhoSgoKFBpPG8rLi5GUlKSXHxaWlrw9PRUy+fmbTKZDOPHj8fcuXPRvn37Ksup+jNVrqioCADkPltaWlrQ19fHhQsXACj+3dO0Z60MMTEx6NGjB0aOHAlLS0t07doV27ZtU8l71fQ9VwmqqeHtnegoLJPJMHv2bPTp0wcdOnSotMz27dvRrl07uLu7c/syMzPlEhoA3OvMzEy1xJWTk4MVK1YgICBAbv/y5cvx/vvvw8jICP/5z38wY8YMvHr1CjNnzqxzXJXZvHkzAgIC0KJFC+jo6EBLSwvbtm2Dh4cHgLLnoaenJ7diOlD2vJTxrKpy7NgxjBkzBgUFBbCxsUFsbCyaNWvGHZ85cya6desGMzMz/PHHHwgNDUVGRgbWr1+vtBhMTEzg5uaGFStWoF27drCyssLevXuRkJAAJycn7v4r+yyp8tns27cPV69erbLN/+OPP4a9vT3EYjGuX7+O+fPnIyUlBb/88ovKYnpbTk4OpFJppc/m9u3baouj3FdffQUdHZ1qv0fq+EyVK09OQkND8f3330MoFOKbb77B48ePkZGRAUDx756mPWtluH//PrZs2YKQkBAsWLAAly9fxsyZM6Gnpwd/f3+lvldN33OVkMmg8PLbMhr9BLwjSU1gYCBu3rxZZTb9+vVrREdHY9GiRRoVl0QiweDBg+Hi4oKlS5fKHXsz1q5duyI/Px9r165VaVJz8eJFxMTEwN7eHufOnUNgYCDEYnGVtQDqMGDAACQnJyMnJwfbtm3DqFGjkJiYCEtLSwBlfYHKderUCXp6epg6dSpWr16t1GnOd+/ejU8//RTNmzeHtrY2unXrhrFjxyIpKUlp78HHo0ePMGvWLMTGxlb4y7Lcm4lyx44dYWNjg4EDByI1NRWtWrVSV6j1Zs+ePZg6dSr3+tdff8XGjRtx9epVCASCKs9T5Wfq7ZhOnDiBX375BZMnT4aZmRm0tbXh6emJQYMGqbRmtqGQyWTo0aMHwsLCAJT9LLx58yYiIyOVntQA9fA9p9FPvDX65qegoCAcO3YMZ86cQYsWLSot8/PPP6OgoAATJkyQ229tbV1hBEH5a2tra5XG9fLlS/j4+MDExASHDh2Crq5utddzdXXF48ePuepqZXr9+jUWLFiA9evXY8iQIejUqROCgoIwevRofP311wDKnkdxcTFyc3Plzs3Kyqrzs6qOUCiEk5MTevfuje3bt0NHRwfbt2+vsryrqytKS0vx4MEDpcbRqlUrxMfH49WrV3j06BEuXbqEkpISODo6cvdf2WdJVc8mKSkJ2dnZ6NatG3R0dKCjo4P4+Hhs2rQJOjo6kEqlFc5xdXUFANy7d08lMVWmWbNm0NbWVuuzKTd06FAkJydz2x9//IHs7GzY2dlxz+zhw4f4/PPP0bJlyyqvo8zP1Nsx9ejRA927d0dycjJyc3ORkZGBkydP4tmzZ3B0dASg+HevPp+1qtjY2MDFxUVuX7t27ZCenq6S96vue64S1PzEW6NNahhjCAoKwqFDh/Dbb7/BwcGhyrLbt2/H0KFDudW/y7m5ueHGjRtyIwNiY2Nhampa4YukzLgkEgm8vLygp6eHmJiYKv/SflNycjKaNm2qkkXWSkpKUFJSAi0t+Y+LtrY2ZP+t8uzevTt0dXURFxfHHU9JSUF6ejrc3NyUHlNVZDJZtYldcnIytLS0uJocZRMKhbCxscGLFy9w6tQpDBs2DA4ODrC2tpZ7NhKJBImJiSp7NgMHDsSNGzcq/IIcN24ckpOToa2tXeGc5ORkAGW/KNRFT08P3bt3l3s2MpkMcXFxKv/cmJiYwMnJidsCAgJw/fp1uWcmFosxd+5cnDp1qsrrKPMz9XZMhoaG3DGRSAQLCwvcvXsXV65cwbBhwwAo/t2rz2etKn369JGbEgMA7ty5A3t7e5W+b2Xfc5WgId28Ndrmp8DAQERHR+PIkSMwMTHh2pZFIpHcD4p79+7h3LlzOH78eIVreHl5wcXFBePHj0d4eDgyMzOxcOFCBAYG1jp5qCmu8oSmoKAAP/74IyQSCSQSCQDAwsIC2traOHr0KLKystC7d28YGBggNjYWYWFh+OKLL2oVE1A2D82bf6GnpaUhOTkZZmZmsLOzQ79+/TB37lwYGhrC3t4e8fHx+OGHH7h+BCKRCJMnT0ZISAjMzMxgamqK4OBguLm5oXfv3kqPydzcHKtWrcLQoUNhY2ODnJwcRERE4MmTJxg5ciSAso7eiYmJGDBgAExMTJCQkIA5c+bgk08+UfqQz1OnToExhrZt2+LevXuYO3cunJ2dMWnSJG5+mJUrV6J169ZwcHDAokWLIBaL6zQMvzomJiYV+mkJhUKYm5ujQ4cOSE1NRXR0ND788EOYm5vj+vXrmDNnDjw8PCod+q1KISEh8Pf3R48ePdCrVy9s2LAB+fn5mDRpklrjMDc3h7m5udw+XV1dWFtbo23btgDU+5kqd+DAAVhYWMDOzg43btzArFmz4Ovry3XS5/Pd05RnrSxz5syBu7s7wsLCMGrUKFy6dAlbt27F1q1bVfJ+1X3PVYExGZiCMwUrWq7Rq8eRVyqFsgUzKmxRUVFy5UJDQ5mtrS2TSqWVXufBgwds0KBBzNDQkDVr1ox9/vnnckOrlR3XmTNnqiyTlpbGGGPsxIkTrEuXLszY2JgJhULWuXNnFhkZWeU9KKKq9/X392eMMZaRkcEmTpzIxGIxMzAwYG3btmXr1q1jMpmMu8br16/ZjBkzWNOmTZmRkREbPnw4y8jIUElMr1+/ZsOHD2disZjp6ekxGxsbNnToUHbp0iXu/KSkJObq6spEIhEzMDBg7dq1Y2FhYaywsLDWMVVl//79zNHRkenp6TFra2sWGBjIcnNzueMymYwtWrSIWVlZMX19fTZw4ECWkpKi9Diq8+YQ7vT0dObh4cHMzMyYvr4+c3JyYnPnzq234aCbN29mdnZ2TE9Pj/Xq1YtdvHixXuJ429vDt9X5mSq3ceNG1qJFC6arq8vs7OzYwoULK0wpwee7p6nPuraOHj3KOnTowPT19ZmzszPbunWryt6rpu+5spQP6R7YZALzbvqZQtvAJhNoSDdjTMAYNcQRQgghmkIikUAkEmGgaDx0BHoKnVPKihGXt5ubAuRd1WibnwghhJAGTSYDBLSgJR+U1BBCCCGaiOuxoGhZQkkNIYQQooGYTAamYE0NdRQuQ0kNIYQQoomopoY3SmoIIYQQTSRjgICSGj4oqSGEEEI0EWNQeO0nSmoANOIZhQkhhJCGjMkYr602IiIi0LJlSxgYGMDV1RWXLl1S8l2oFyU1hKjI2bNnIRAIIBAIFJ45eOLEidw5hw8fVml8hGiy8u/B26uP81Wb76HGYDJ+G0/79+9HSEgIlixZgqtXr6Jz587w9vaWWxqooaGkhhAVS0lJwc6dO7nX+fn5GDNmDGxsbDB27FgUFBRwxzZu3IiMjIx6iJKQ2nkzEX9z8/HxqVDWwcEBp0+f5hKNtxfhfFtUVBTu3LnDvb527Rq6du0KY2NjDBkyBM+fP+eOlZaWonv37hVqGtzd3ZGRkYFRo0bV7UbrgapratavX48pU6Zg0qRJcHFxQWRkJIyMjLBjxw4V3I16UFJDiIpZWlrK/bW5YcMGGBsb4z//+Q8MDQ2xYcMG7phIJGqwKyaTd5ePjw8yMjLktr1798qVuX79Ol68eIF+/fopfN0mTZrILRT62Wef4f3338fVq1eRl5eHsLAw7ti6devQp08f9OrVS+4aenp6sLa2llvzr6EoZUUolSm4sbKFfMvXCyzfqlrgt7i4GElJSfD09OT2aWlpwdPTEwkJCWq5P1WgjsKEKCAvLw9BQUHo3bs37t69ix07dqBfv37497//DSsrK17XevHiBdq0aYOOHTvC2dkZOTk5KoqaEPXQ19evMRk/cuQIfHx8oKurW+v3uXXrFvbs2YM2bdpg7NixOHbsGADg/v372L59O5KSkmp9bU1SnohdyKy40HJ1jI2NYWtrK7dvyZIlWLp0aYWyOTk5kEqlFX5+WVlZ4fbt27xj1hSU1BCigMDAQCQmJmLu3LkIDg5GZGQk9uzZAz8/P1y4cIHXtYKCgjBw4EB8+eWXcHJywunTp1UUNSGaIyYmBiEhIXW6RufOnREbGwsnJyfExcVxK8pPmzYN4eHhMDExUUao9c7AwABpaWkoLi7mdR5jDAKBQG6fvr6+MkPTeJTUEFKDvLw8REdHY9++fRCJRGCMoVevXmjfvj369u2LO3fuoE2bNgpfr2XLlrh79y6ys7NhZWVV4YcQIQ3NsWPHYGxsLLdvwYIFWLBgAQDgyZMnuH79OgYNGlSn9/n3v/+NGTNm4Ouvv0afPn0QGhqK3bt3w8jICD179oS3tzdSU1MxZswYrFy5sk7vVd8MDAxgYGCgsus3a9YM2trayMrKktuflZXVoJvAKakhpAb3798HYwy9e/eGTPa/EQadO3fmjvNJaoCytuuG/IODkDcNGDAAW7ZskdtnZmbG/X9MTAz69u1b55FM7du3R3x8PPf62bNnWLJkCc6dO4fg4GC4u7vjl19+Qc+ePeHq6oohQ4bU6f0aMz09PXTv3h1xcXHcqDCZTIa4uDgEBQXVb3B1QEkNITXQ1taudL9UKgWACn+hEvKuEQqFcHJyqvJ4TEwMhg4dqvT3DQkJwezZs9GiRQucPXsWK1euhFAoxODBg3H27FlKamoQEhICf39/9OjRA7169cKGDRuQn5+PSZMm1XdotUZJDSE1aNWqFfT09JCYmIiePXty+69evQotLS3etTSEvEtevXqFM2fOVKjJqau4uDjcunULUVFRAMr+yCgpKQEA7r+keqNHj8Y///yDxYsXIzMzE126dMHJkyd5D37QJDSkm5AaCIVCBAQEIDQ0FFevXgVQNjw1KCgI48aNkxtySsi7qKioCJmZmXJb+ai+kydPok2bNmjZsqXS3q+wsBBBQUHYunUrtLTKfo316dMHERER+PPPP3Hw4EH06dNHae/XmAUFBeHhw4coKipCYmIiXF1d6zukOqGaGkIUEB4ejoKCAkyYMAFA2WiLoUOHYvPmzfUcGSH17+TJk7CxsZHb17ZtW9y+fRtHjhyp0PRU3jdNR6d2v4KWLVuGwYMHo0uXLty+TZs24eOPP4aHhwfGjRsHPz+/Wl2bNGyU1BCiAENDQ2zfvh2LFi2Cg4MD/vjjD7kfqIS8q3bu3Ck3Y/abSktLcfz4cZw4cUJuf3Z2NoyNjWvdH2316tUV9jk5OTX4dYtI3VHzEyEq1qJFC4wdO1ahstOmTaOOx6TReP78OebMmcP1RSsqKsLff/+Nb7/9FgMHDqzx/LFjx6JFixZ1iuH8+fMwNjbGnj176nQd0jAIGKP1yglR1IMHD+Dg4IBr167VWFPz+vVrPHnyBEDZCClFhnBnZ2dDIpEAAGxsbCAUCuscMyGa4vDhwxg/fjzc3d2xbds22NnZVVn23r17AMpGHzo4ONT6PWvzPSQNFyU1hBBCCGkUqPmJEEIIIY0CJTWEEEIIaRQoqSGEEEJIo0BJDSGEEEIaBUpqCCGEENIoUFJDCCGEkEaBkhpCCCGENAqU1BBCCCGkUaCkhhBCCCGNwv8Diuj/DI2nPVcAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "R_i = 1.0\n",
    "E = E_StoCW * R_i * 100\n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=100.0,)\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"100\",\"75\",\"50\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J [%]\",shrink=0.7)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.15)#, sharey=ax)\n",
    "axright.plot(E.T[90],a_WA)\n",
    "plt.xlim(0,9)\n",
    "plt.xticks([0,6,9])\n",
    "plt.yticks([])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_WA,E[50])\n",
    "plt.ylim(0, 9)\n",
    "plt.yticks([0,6,9])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [%]')\n",
    "\n",
    "plt.title(\"\\\"Sun to wall of the cavern\\\" θ = {}\".format(theta))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1.484877212292363 0.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "R_i = 1.0\n",
    "E = E_FLtoWA * R_i * 100\n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=1.5,)\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"100\",\"75\",\"50\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J [%]\",shrink=0.7)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.15)#, sharey=ax)\n",
    "axright.plot(E.T[90],a_WA)\n",
    "plt.xlim(0, 1.5)\n",
    "plt.yticks([])\n",
    "# plt.xticks([6,9,12])\n",
    "# plt.yticks([])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_WA,E[50])\n",
    "plt.ylim(0, 1.5)\n",
    "# plt.yticks([6,9,12])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [%]')\n",
    "\n",
    "plt.title(\"\\\"FL to wall of the hole\\\" θ = {}, R = {}\".format(theta,R_i))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "34.93203324691647 0.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "R_i = 1.0\n",
    "E = E_FLtoCW * R_i * 100\n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=40.0,)\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"100\",\"75\",\"50\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J [%]\",shrink=0.7)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.15)#, sharey=ax)\n",
    "axright.plot(E.T[270],a_WA)\n",
    "plt.xlim(0,40)\n",
    "# plt.xticks([0,6,9])\n",
    "plt.yticks([])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_WA,E[50])\n",
    "plt.ylim(0, 20)\n",
    "# plt.yticks([0,6,9])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [%]')\n",
    "\n",
    "plt.title(\"\\\"FL to wall of the cavern\\\" θ = {}, R = {}\".format(theta,R_i))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "19.376242345919742 0.09565880150269677\n"
     ]
    }
   ],
   "source": [
    "#入力データのグラフの出力\n",
    "R_i = 1.0\n",
    "E = E_FLtoCC * R_i * 100\n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "plt.imshow(E.T,vmin=0.0, vmax=20.0)\n",
    "plt.colorbar (label=\"E/J [%]\")\n",
    "\n",
    "plt.xlabel('x [m]')\n",
    "plt.ylabel('y [m]')\n",
    "plt.xticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "plt.yticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "\n",
    "theta2 = np.linspace(0, 2*np.pi, 100)\n",
    "a = 2*r * np.cos(theta2) + 200\n",
    "b = 2*r * np.sin(theta2) + 200\n",
    "plt.plot(a,b, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "theta3 = np.linspace(0, 2*np.pi, 100)\n",
    "c = 4*r * np.cos(theta2) + 200\n",
    "d = 4*r * np.sin(theta2) + 200\n",
    "plt.plot(c,d, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "x = np.linspace(0, 401, 401)\n",
    "\n",
    "# create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axtop = divider.append_axes(\"top\", size=1.0, pad=0.3, sharex=ax)\n",
    "plt.title(\"\\\"FL to ceiling of the cavern \\\" θ = {}, R = {}\".format(theta,R_i))\n",
    "# plt.title(\"max = {}\".format(np.max(E)))\n",
    "plt.ylabel('E/J [%]')\n",
    "axright = divider.append_axes(\"right\", size=1.2, pad=0.5, sharey=ax)\n",
    "\n",
    "\n",
    "axtop.plot(x, E[:,200]) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axtop.axis([0,400, 0, 20])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "axright.plot(E[200], x) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axright.axis([0, 20, 0, 400])\n",
    "\n",
    "\n",
    "# plt.tight_layout()\n",
    "\n",
    "plt.show()\n",
    "\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "6.670463290332106 0.0\n"
     ]
    }
   ],
   "source": [
    "#入力データのグラフの出力\n",
    "E = E * 0.0\n",
    "R_i = 1.0\n",
    "E = E_WAtoFL * R_i *100\n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "plt.imshow(E.T,vmin=0.0, vmax=7.0)\n",
    "plt.colorbar (label=\"E/J [%]\")\n",
    "\n",
    "plt.xlabel('x [m]')\n",
    "plt.ylabel('y [m]')\n",
    "plt.xticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "plt.yticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "\n",
    "theta2 = np.linspace(0, 2*np.pi, 100)\n",
    "a = 2*r * np.cos(theta2) + 200\n",
    "b = 2*r * np.sin(theta2) + 200\n",
    "plt.plot(a,b, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "theta3 = np.linspace(0, 2*np.pi, 100)\n",
    "c = 4*r * np.cos(theta2) + 200\n",
    "d = 4*r * np.sin(theta2) + 200\n",
    "plt.plot(c,d, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "x = np.linspace(0, 401, 401)\n",
    "\n",
    "# create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axtop = divider.append_axes(\"top\", size=1.0, pad=0.3, sharex=ax)\n",
    "plt.title(\"\\\"WA to floor \\\" θ = {}, R = {}\".format(theta,R_i))\n",
    "# plt.title(\"max = {}\".format(np.max(E)))\n",
    "plt.ylabel('E/J [%]')\n",
    "axright = divider.append_axes(\"right\", size=1.2, pad=0.5, sharey=ax)\n",
    "\n",
    "\n",
    "axtop.plot(x, E[:,200]) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axtop.axis([0,400, 0, 7])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "axright.plot(E[200], x) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axright.axis([0, 7, 0, 400])\n",
    "\n",
    "\n",
    "# plt.tight_layout()\n",
    "\n",
    "plt.show()\n",
    "\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "10.390248486787618 3.892493579867319\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "R_i = 1.0\n",
    "E = E_WAtoWA * R_i *100 \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=11.0)\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"100\",\"75\",\"50\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J [%]\",shrink=0.7)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.15)#, sharey=ax)\n",
    "axright.plot(E.T[90],a_WA)\n",
    "plt.xlim(0, 11)\n",
    "plt.yticks([])\n",
    "# plt.xticks([6,9,12])\n",
    "# plt.yticks([])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_WA,E[50])\n",
    "plt.ylim(0, 11)\n",
    "# plt.yticks([6,9,12])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [%]')\n",
    "\n",
    "plt.title(\"\\\"WA to wall of the hole\\\" θ = {}, R = {}\".format(theta,R_i))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3.379168364630626 0.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "R_i = 1.0\n",
    "E = E_WAtoCW * R_i *100 \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=4.0,)\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"100\",\"75\",\"50\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J [%]\",shrink=0.7)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.15)#, sharey=ax)\n",
    "axright.plot(E.T[90],a_WA)\n",
    "plt.xlim(0,4)\n",
    "# plt.xticks([0,6,9])\n",
    "plt.yticks([])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_WA,E[50])\n",
    "plt.ylim(0, 4)\n",
    "# plt.yticks([0,6,9])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [%]')\n",
    "\n",
    "plt.title(\"\\\"WA to wall of the cavern\\\" θ = {}, R = {}\".format(theta,R_i))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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jY9XcuXNVeXl5k/dsbkKklFLFxcVqzpw5KiYmRnl4eKiuXbuqJUuWKIPBYHJec+Npi4RIKaUyMjLU6NGjla+vr4qJiVELFixo85mV69NQQvTQQw+pnj17qoCAAOXh4aG6dOminn32WVVUVFTnHg0lNN9//70aMmSI8vb2VuHh4WrmzJl1ri8uLlaAuueee5qMtbGEaPPmzQpQ8+fPb/I+llI7o3x927WfhzmfkRDCPOfPn1eA2rJli1JKqYKCAuXh4aE+/vhj4zm//PKLAlRaWlq99zAYDCoqKkotWbLEuK+goEB5eXmpf/7zn9Z9A43QlGrBtLlCCLv19ddf87vf/Y4ff/yRPn362DocIYQTOnbsGF27duXgwYP07t2bjRs3MnLkSC5dumQyoWt8fDyzZ89mzpw5de5x/PhxOnfuzP79+036+A0fPpx+/foZ+2O2NZcbZSaEs9q0aRP33HOPJENCOKny8vJmjexsDqVUncE9Xl5e9c7nVctgMDB79myGDh1K7969AcjJycHT07PO7PaRkZHk5OTUe5/a/dfO1N/YNW1BEiIhnMSSJUtsHYIQwkrKy8tJiPcn57zeIvfz9/evM9J6/vz5LFiwoMFrZs6cyaFDh9i2bZtFYrA3khAJIYQQdq6yspKc83pO7I0nMMC8AeJFxQYSBp7i9OnTJhPaNlY7NGvWLL788ku2bt1Khw4djPujoqKorKykoKDApJYoNzeXqKioeu9Vuz83N9c4j1jta1tOk+Fww+6tNQRQCCGEsHd+/pbZoGb2/6u3+hIipRSzZs3i008/ZePGjXVWIxg4cCAeHh5s2LDBuC8jI4OsrCxSUlLqfQ8JCQlERUWZXFNUVMTOnTsbvKYtOFxCtGXLFmbOnMmOHTtYv349VVVVjB49mtLSUuM5c+bM4YsvvuDjjz9my5YtnDt3jttvv92GUQshhBCOZ+bMmXzwwQesWbOGgIAAcnJyyMnJMa4RGBQUxPTp00lNTWXTpk3s3buXBx54gJSUFK6//nrjfbp3786nn34K1ExMPHv2bF588UU+//xzDh48yJQpU4iJieHWW2+1xdusicvRR5lduHCBiIgItmzZwo033khhYSHh4eGsWbOGO+64A6iZyK1Hjx6kpaWZ/AMJIYQQjqCoqIigoCByMuIs0mQWlZhFYWFhk2tANrSqwqpVq5g2bRpQ0yrz5JNP8s9//pOKigrGjBnDX//6V5MmM03TTK5RSjF//nzeeecdCgoKGDZsGH/961+btdKDtTh8QmSJIYBQszDk1YtDGgwG8vPzCQ0Ntbt1xYRwFUopiouLiYmJwc3N4Sq0hbCY2oToXEYHiyREMYlnmpUQuRKH7lRtqSGAUNM3aeHChdYMVwjRSqdPnzbpyCmEEJbm0AmRJYcAzp07l9TUVOPrwsJC4uLi6vTCF0K0naKiImJjYwkICLB1KELYBb1S6M1s2DH3emflsAmRJYcAQsMTUtX2vhdC2I40WwtRw4DCgHkJjbnXOyuHa5S3xhBAIYQQQrg2h6shmjlzJmvWrOGzzz4zDgGEmqF/Pj4+JkMAQ0JCCAwM5PHHH68zBFAIIYRwNAYUeqkhsgqHS4iWL18OwIgRI0z2Xz2cb+nSpbi5uTFp0iSTIYBCCCGEI5MmM+txuISoObMEeHt7s2zZMpYtW9YGEQkhhBDC0TlcQiSEEEK4KhllZj2SEAkhhBAOwnBlM/ceoi5JiIQQQggHobdAp2pzr3dWDjfsXgghhBDC0qSGSAghhHAQelWzmXsPUZckREIIIYSDkD5E1iNNZkIIIYRweVJDJIQQQjgIAxp6zFvbz2Dm9c5KEiIhhBDCQRhUzWbuPURd0mQmhBBCCJcnNURCCCGEg9BboMnM3OudlSREQgghhIOQhMh6pMlMCCGEEC5PaoiEEEIIB2FQGgZl5igzM693VpIQCSGEEA5CmsysRxIiIYQQwkHocUNvZm8XvYVicTbSh0gIIYQQLk9qiIQQQggHoSzQh0hJH6J6SUIkhBBCOAjpQ2Q90mQmhBBCCJcnNURCCCGEg9ArN/TKzE7VspZZvSQhEkIIIRyEAQ2DmY07BiQjqo9VE6Lbb7+9xdesWLGCiIgIK0QjhBBCCFE/qyZEa9eu5a677sLHx6dZ569Zs4aSkhJJiIQQQoh6SKdq67F6k9mbb77Z7ATnP//5j5WjEUIIIRyXZfoQSZNZfaw6ymzTpk2EhIQ0+/xvvvmG9u3bWzEiIYQQQoi6rFpDNHz48BadP2zYMCtFIoQQQji+mk7VZi7uKk1m9bLJKLOvvvqKzZs3o9frGTp0KJMmTbJFGEIIIYRDMVhgLTMZZVa/Np+Ycd68eTzzzDNomoZSijlz5vD444+3dRhCCCGEw6ntQ2TuJuqy+qeyZ88ek9cfffQRe/bs4ZVXXmHp0qV88cUXfPDBB9YOQwghhBCtsHXrVm6++WZiYmLQNI21a9eaHNc0rd5tyZIlDd5zwYIFdc7v3r27ld9J46yeED366KPMnj2bsrIyADp16sRrr71GRkYGBw8eZPny5XTr1s3aYQghhBAOz4CbRbaWKC0tpW/fvixbtqze49nZ2SbbypUr0TStye4wvXr1Mrlu27ZtLYrL0qzeh2jnzp28+uqrDBgwgCVLlrBy5Uoef/xxli5dil6vZ9iwYaxZs8baYQghhBAOT6809GauVt/S68eNG8e4ceMaPB4VFWXy+rPPPuOmm26iU6dOjd7X3d29zrW2ZPWESKfT8eyzz3LnnXfy2GOP4efnx9tvv01MTIy1Hy2EEEKIBhQVFZm89vLywsvLy6x75ubm8tVXX/Hee+81ee7Ro0eJiYnB29ublJQUFi9eTFxcnFnPN0eb9azq1KkT3377Lbfddhs33nhjg1VvQgghhKif/sooM3M3gNjYWIKCgozb4sWLzY7vvffeIyAgoMmlu5KTk1m9ejXr1q1j+fLlnDhxghtuuIHi4mKzY2gtq9cQFRQU8NJLL/HLL7/Qt29f/vd//5fx48fz5JNPcv311/P3v/+dPn36WDsMIYQQwuEZlBsGM0eJGa7MVH369GkCAwON+82tHQJYuXIl9913H97e3o2ed3UTXFJSEsnJycTHx/Pvf/+b6dOnmx1Ha1i9hmjq1Kns3LmTCRMmkJGRwWOPPUZoaCirV6/mT3/6E3fffTfPPvustcMQQgghxFUCAwNNNnMTou+//56MjAweeuihFl8bHBxMt27dOHbsmFkxmMPqCdHGjRt59913efTRR/nXv/5l0ot85MiR7Nu3D51OZ+0whBBCCIdnySYzS3v33XcZOHAgffv2bfG1JSUlZGZmEh0dbYXImsfqCVHXrl155513OHLkCCtWrCA+Pt7kuLe3Ny+99JK1wxBCCCEcnoFfR5q1djO08JklJSWkp6eTnp4OwIkTJ0hPTycrK8t4TlFRER9//HGDtUMjR47k7bffNr5+6qmn2LJlCydPnmT79u3cdttt6HQ6Jk+e3MLoLMfqfYhWrlzJQw89xLJly+jXrx//7//9P2s/UgghhHBKrZlHqL57tMSePXu46aabjK9TU1OBmi4xq1evBuBf//oXSqkGE5rMzEwuXrxofH3mzBkmT55MXl4e4eHhDBs2jB07dhAeHt7Cd2M5mlLK4RY12bp1K0uWLGHv3r1kZ2fz6aefcuuttxqPK6WYP38+f//73ykoKGDo0KEsX76crl27NvsZRUVFBAUFUVhYaNLpTAjRduTnUIgatT8Ly/ddh4+/eXUZl0uqeWzAbvm5uoZDLmjS1KyZr7zyCm+++SYrVqxg586d+Pn5MWbMGMrLy9s4UiGEEMJyZC0z67Fqk1lISAhHjhwhLCysWefHxcXx/fff1+lndK3GZs1USvHGG2/w3HPPccsttwDw/vvvExkZydq1a7nnnnta9iaEEEIIO2FAw4B5M1Wbe72zsmpCVFBQwDfffENQUFCzzs/Ly0Ov15v1zBMnTpCTk8OoUaOM+4KCgkhOTiYtLa3BhKiiooKKigrj62tn8BRCCCGE87J6p+qpU6da+xEmcnJyAIiMjDTZHxkZaTxWn8WLF7Nw4UKrxiaEEEKYwxJNXtJkVj+rfioGg6HFW1OLwVnL3LlzKSwsNG6nT5+2SRxCCCFEQ+x5HiJH53SfSu3Kubm5uSb7c3NzG11V18vLq86snUIIIYRwDU6XECUkJBAVFcWGDRuM+4qKiti5cycpKSk2jEwIIYQwj0FpFtlEXVbvQ2QNJSUlJuud1M6aGRISQlxcHLNnz+bFF1+ka9euJCQkMG/ePGJiYkzmKhJCCCEcjcECTV7mTuzorBwyIWpq1sxnnnmG0tJSHn74YQoKChg2bBjr1q1rcvVdIYQQQrgmh0yIRowYQWMTbGuaxqJFi1i0aFEbRiWEEEJYl0G5YTBzlJi51zsrqydEzZnPx93dHV9fX2uHIoQQQjg0PRp6MydWNPd6Z2X1hCg4OBhNa/rD9/f3Z9SoUfzlL3+hQ4cO1g5LCCGEcDhSQ2Q9Vk+INm3a1OQ5BoOB3Nxcli1bxsMPP8zXX39t7bCEEEIIIYysnhDp9XqGDx+OTqdr8tykpCSuv/56a4ckhBBCOCQ95jd5mbdAlvOyer3ZQw89RHh4OPfeey8fffRRo32KunTpwj/+8Q9rhySEEEI4pNomM3M3UZfVP5Xjx4+zefNmevbsyWuvvUZkZCS//e1veeutt8jKyjI519PT07hCvRBCCCFEW2mTNDEpKYnnnnuOXbt2kZmZyaRJk/jmm29ITEykX79+PP/88+zZs6ctQhFCCCEcVu3iruZuoq42/1RiYmJ49NFH+frrr7l48SLz5s3j5MmTjB07lpdeeqmtwxFCCCEchkLDYOamZNh9vWw6MaOfnx+TJk1i0qRJ6PV68vPzbRmOEEIIIVyU1WuIxo8fT2FhofH1yy+/TEFBgfF1Xl4ePXv2RKfTER4ebu1whBBCCIclTWbWY/VP5dtvv6WiosL4+qWXXjKpCaquriYjI8PaYQghhBAOT1a7tx6rJ0TXrjnW2BpkQgghhBC24JCLuwohhBCuSI8bejPrMsy93llZPSHSNK3OWmbNWdtMCCGEEKYs0eQlTWb1s3pCpJRi2rRpeHl5AVBeXs6jjz6Kn58fgEn/IiGEEEI0zIAbBjNreMy93llZPSGaOnWqyev777+/zjlTpkyxdhhCCCGEEA2yekK0atUqaz9CCCGEcAl6paE3s8nL3OudlXSqFkIIIRyE9CGyHmlIFEIIIYTLkxoiIYQQwkEo5YbBzJmmlcxUXS9JiIQQQggHoUdDb+birOZe76wkTRRCCCGEy5MaIiGEEMJBGJT5naINsoJWvSQhEkIIIRyEwQJ9iMy93lnJpyKEEEIIlycJkRBCCOEgDGgW2Vpi69at3HzzzcTExKBpGmvXrjU5Pm3aNOO6pbXb2LFjm7zvsmXL6NixI97e3iQnJ7Nr164WxWVpkhAJIYQQDqJ2pmpzt5YoLS2lb9++LFu2rMFzxo4dS3Z2tnH75z//2eg9P/roI1JTU5k/fz779u2jb9++jBkzhvPnz7coNkuSPkRCCCGEg7BFH6Jx48Yxbty4Rs/x8vIiKiqq2fd8/fXXmTFjBg888AAAK1as4KuvvmLlypX87//+b4visxSpIRJCCCFcUFFRkclWUVHR6ntt3ryZiIgIEhMTeeyxx8jLy2vw3MrKSvbu3cuoUaOM+9zc3Bg1ahRpaWmtjsFckhAJIYQQDsKAZlzPrNXblT5EsbGxBAUFGbfFixe3KqaxY8fy/vvvs2HDBv785z+zZcsWxo0bh16vr/f8ixcvotfriYyMNNkfGRlJTk5Oq2KwBGkyE0IIIRyEakWn6PruAXD69GkCAwON+728vFp1v3vuucf433369CEpKYnOnTuzefNmRo4caVasbUlqiIQQQggXFBgYaLK1NiG6VqdOnQgLC+PYsWP1Hg8LC0On05Gbm2uyPzc3t0X9kCxNEiIhhBDCQZjdXHZls6YzZ86Ql5dHdHR0vcc9PT0ZOHAgGzZs+PV9GQxs2LCBlJQUq8bWGGkyE0IIIRyELUaZlZSUmNT2nDhxgvT0dEJCQggJCWHhwoVMmjSJqKgoMjMzeeaZZ+jSpQtjxowxXjNy5Ehuu+02Zs2aBUBqaipTp05l0KBBDB48mDfeeIPS0lLjqDNbkIRICCGEEA3as2cPN910k/F1amoqAFOnTmX58uUcOHCA9957j4KCAmJiYhg9ejQvvPCCSRNcZmYmFy9eNL6+++67uXDhAs8//zw5OTn069ePdevW1elo3ZY0pZQs81aPoqIigoKCKCwsNOl0JoRoO/JzKESN2p+FW/77IB5+nmbdq6q0ks9Gr5Sfq2tIDZEQQgjhIFqz9EZ99xB1SadqIYQQQrg8qSESQgghHIQlRolZe5SZo3LqGiJ7W0lXCCGEMIcjDLt3VE6bENnjSrpCCCGEOSQhsh6nbTKz1Eq6ZZXVuFdWWytMIUQjyuRnTwjRRpwyIapdSXfu3LnGfU2tpFtRUWGy0m9hYSEAg57/AjcvX+sGLISol6GiDACZHUSIGtKHyHqcMiFqbCXdw4cP13vN4sWLWbhwYZ39Z5dPs0aIQogWyMvLIygoyNZhCGFzCvOHzcufF/VzyoSoNebOnWucfROgoKCA+Ph4srKy2qQgLioqIjY2ts7qw87yPFs809mfZ4tntvXzCgsLiYuLIyQkxOrPEkK4NqdMiFqzkq6Xl1e9K/0GBQW16UyetasOO+vzbPFMZ3+eLZ7Z1s9zc3Pa8R9CtIg0mVmPU5Yy9rqSrhBCCGEOGWVmPU5ZQwT2uZKuEEIIIeyT0yZE5q6k6+Xlxfz58+ttRrMGZ3+eLZ7p7M+zxTOd/XlC2DtpMrMeWe1eCCGEsHO1q90P+3wm7n7m/YFQXVrBtonLZLX7azhlHyIhhBBCiJZw2iYzIYQQwtkopaHMbPIy93pnJQmREEII4SAMaGZPzGju9c5KEiIhhBDCQUinautxyT5En3zyCaNHjyY0NBRN00hPT69zTnl5OTNnziQ0NBR/f38mTZpUZ6LHrKwsJkyYgK+vLxERETz99NNUVze9GKWmafVuS5YsMZ7TsWPHOsdffvnlVr/nadOm1bnf2LFjTc7Jz8/nvvvuIzAwkODgYKZPn05JSUmLn1VVVcWzzz5Lnz598PPzIyYmhilTpnDu3DmT8yz9Hq+2bNkyOnbsiLe3N8nJyezatcsi94WaZV6uu+46AgICiIiI4NZbbyUjI8PknBEjRtR5b48++mirnrdgwYI69+revbvxeHO+qy1R37+LpmnMnDnTYu9t69at3HzzzcTExKBpGmvXrjU5rpTi+eefJzo6Gh8fH0aNGsXRo0dNzrHU91UIIcBFE6LS0lKGDRvGn//85wbPmTNnDl988QUff/wxW7Zs4dy5c9x+++3G43q9ngkTJlBZWcn27dt57733WL16Nc8//3yTz8/OzjbZVq5ciaZpTJo0yeS8RYsWmZz3+OOPt/5NA2PHjjW53z//+U+T4/fddx8//fQT69ev58svv2Tr1q08/PDDLX5OWVkZ+/btY968eezbt49PPvmEjIwMJk6cWOdcS79HgI8++ojU1FTmz5/Pvn376Nu3L2PGjOH8+fNm3xtgy5YtzJw5kx07drB+/XqqqqoYPXo0paWlJufNmDHD5L298sorrX5mr169TO61bds247GmvqsttXv3bpNnrV+/HoA777zTYu+ttLSUvn37smzZsnqPv/LKK7z55pusWLGCnTt34ufnx5gxYygvLzeeY6nvqxCOpLYPkbmbqIdyYSdOnFCA2r9/v8n+goIC5eHhoT7++GPjvl9++UUBKi0tTSml1Ndff63c3NxUTk6O8Zzly5erwMBAVVFR0aI4brnlFvWb3/zGZF98fLxaunRpy95QI6ZOnapuueWWBo///PPPClC7d+827vvmm2+Upmnq7NmzZj9/165dClCnTp0y7rP0e6w1ePBgNXPmTONrvV6vYmJi1OLFiy3+LKWUOn/+vALUli1bjPuGDx+unnjiCYvcf/78+apv3771HmvOd9VcTzzxhOrcubMyGAxKKcu+N6WUAtSnn35qfG0wGFRUVJRasmSJcV9BQYHy8vJS//znP5VS1v++CmFvCgsLFaAGfTJbXf/ts2Ztgz6ZrQBVWFho67dlV1yyhqgpe/fupaqqilGjRhn3de/enbi4ONLS0gBIS0ujT58+JhM9jhkzhqKiIn766admPys3N5evvvqK6dOn1zn28ssvExoaSv/+/VmyZEmzmuMas3nzZiIiIkhMTOSxxx4jLy/PeCwtLY3g4GAGDRpk3Ddq1Cjc3NzYuXOnWc+FmkU6NU0jODjYZL+l32NlZSV79+41+bdzc3Nj1KhRxn87SyssLASoswDphx9+SFhYGL1792bu3LmUlZW1+hlHjx4lJiaGTp06cd9995GVlQU077tqjsrKSj744AMefPBBNO3Xvyot+d6udeLECXJyckzeU1BQEMnJySY/f9b8vgohXI90qq5HTk4Onp6edX55R0ZGkpOTYzzn2lmva1/XntMc7733HgEBAXWaOP7whz8wYMAAQkJC2L59O3PnziU7O5vXX3+9Fe+oprns9ttvJyEhgczMTP74xz8ybtw40tLS0Ol05OTkEBERYXKNu7s7ISEhLXo/9SkvL+fZZ59l8uTJJpOAWfo9Aly8eBG9Xl/vv83hw4dbfd+GGAwGZs+ezdChQ+ndu7dx/7333kt8fDwxMTEcOHCAZ599loyMDD755JMWPyM5OZnVq1eTmJhIdnY2Cxcu5IYbbuDQoUPN+q6aY+3atRQUFDBt2jTjPku+t/rUxl3fv+HVP3/W+r4KYc9k2L31OH1C9OGHH/LII48YX3/zzTfccMMNdvP8lStXct999+Ht7W1yXWpqqvG/k5KS8PT05JFHHmHx4sVNLmNQ3zPvuece4+s+ffqQlJRE586d2bx5MyNHjmz1+2voebXvsaqqirvuugulFMuXL7fYe7QXM2fO5NChQyZ9egCTvix9+vQhOjqakSNHkpmZSefOnVv0jHHjxhn/OykpieTkZOLj4/n3v/+Nj4+PeW+gCe+++y7jxo0jJibGuM+S700I0TLKAqPMJCGqn9MnRBMnTiQ5Odn4un379k1eExUVRWVlJQUFBSZ/eefm5hIVFWU859qRS7Uje2rPaer533//PRkZGXz00UdNxpScnEx1dTUnT54kMTGx0XOb8547depEWFgYx44dY+TIkURFRdXpdFxdXU1+fr7J+2nJ82qToVOnTrFx48Ymp4hvyXtsSFhYGDqdrs4oq6v/7Sxl1qxZxs68HTp0aPTc2s/n2LFjZicNwcHBdOvWjWPHjvHb3/62ye9qa506dYrvvvuuyZofS743+PXnJzc3l+joaOP+3Nxc+vXrZzyntd9XIYSoj9P3IQoICKBLly7GrTl/UQ8cOBAPDw82bNhg3JeRkUFWVhYpKSkApKSkcPDgQZNCef369QQGBtKzZ89mPf/dd99l4MCB9O3bt8mY0tPTcXNzq9NM0Nr3fObMGfLy8oy/cFJSUigoKGDv3r3GczZu3IjBYDBJdpr7vNpk6OjRo3z33XeEhoZa9D02xNPTk4EDB5r82xkMBjZs2GD8tzOXUopZs2bx6aefsnHjRhISEpq8pnZqh6t/wbdWSUkJmZmZREdHN+u72lqrVq0iIiKCCRMmNHqeJd8bQEJCAlFRUSbvqaioiJ07d5r8/LX2+yqEI1OAUmZutn4Tdsrpa4jqk5+fT1ZWlnFenNo5ZKKiooiKiiIoKIjp06eTmppKSEgIgYGBPP7446SkpHD99dcDMHr0aHr27Mnvf/97XnnlFXJycnjuueeYOXNms5p7ioqK+Pjjj3nttdfqHEtLS2Pnzp3cdNNNBAQEkJaWxpw5c7j//vtp165di99vSUkJCxcuZNKkSURFRZGZmckzzzxDly5dGDNmDAA9evRg7NixzJgxgxUrVlBVVcWsWbO45557TJpLmqOqqoo77riDffv28eWXX6LX6439OkJCQvD09LT4e7xaamoqU6dOZdCgQQwePJg33niD0tJSHnjgAbPuW2vmzJmsWbOGzz77jICAAON7CwoKwsfHh8zMTNasWcP48eMJDQ3lwIEDzJkzhxtvvJGkpKQWP++pp57i5ptvJj4+nnPnzjF//nx0Oh2TJ09u1ne1NQwGA6tWrWLq1Km4u/9aTFjqvZWUlHDs2DHj6xMnTpCenk5ISAhxcXHMnj2bF198ka5du5KQkMC8efOIiYnh1ltvBSz7fRXCkRjQ0GSmauuw9TA3W1i1apXiSqJ99TZ//nzjOZcvX1b/8z//o9q1a6d8fX3VbbfdprKzs03uc/LkSTVu3Djl4+OjwsLC1JNPPqmqqqqaFcPf/vY35ePjowoKCuoc27t3r0pOTlZBQUHK29tb9ejRQ7300kuqvLy8Ve+3rKxMjR49WoWHhysPDw8VHx+vZsyYYTJlgFJK5eXlqcmTJyt/f38VGBioHnjgAVVcXNzi59VOZ1DftmnTJqu8x2u99dZbKi4uTnl6eqrBgwerHTt2WOS+SqkG39uqVauUUkplZWWpG2+8UYWEhCgvLy/VpUsX9fTTT7d6iOvdd9+toqOjlaenp2rfvr26++671bFjx4zHm/Ndbalvv/1WASojI8Nkv6Xe26ZNm+r9DKdOnaqUqhl6P2/ePBUZGam8vLzUyJEj68Riqe+rEI6gdth93/88qQZ8/Ueztr7/eVKG3ddDU0pJ7ZkQQghhx4qKiggKCiLp46fQ+Zo36ERfVsGBO1+lsLCwyb6drsQlm8yEEEIIR2RQGpqsZWYVkhAJIYQQDqK2Y7S59xB1Of0oMyGEEEKIpkgNkRBCCOEgZKZq67G7GqKtW7dy8803ExMTg6ZprF271uS4Uornn3+e6OhofHx8GDVqFEePHjU5Jz8/n/vuu4/AwECCg4OZPn06JSUlbfguhBD2QsoU4UxktXvrsbuEqLS0lL59+7Js2bJ6j7/yyiu8+eabrFixgp07d+Ln58eYMWMoLy83nnPffffx008/sX79euNMwlcvNyCEcB1SpgghmsOuh91rmsann35qnIxNKUVMTAxPPvkkTz31FFCz0nhkZCSrV6/mnnvu4ZdffqFnz57s3r3buBL2unXrGD9+PGfOnJFJ24RwYVKmCEdVO+w+cc3/WmTYfca9Lzd72P3WrVtZsmQJe/fuJTs72+RnqKqqiueee46vv/6a48ePExQUxKhRo3j55Zcb/dlYsGABCxcuNNmXmJholUW4m8uh+hCdOHGCnJwcRo0aZdwXFBREcnIyaWlp3HPPPaSlpREcHGwsuABGjRqFm5sbO3fu5Lbbbqv33hUVFVRUVBhfGwwG8vPzCQ0NRdOkelEIW1BKUVxcTExMDG5ulq/QtlaZIuWJa7H299T0WW0/yqy2lvXBBx/k9ttvNzlWVlbGvn37mDdvHn379uXSpUs88cQTTJw4kT179jR63169evHdd98ZX189K74tOFRCVLtEQmRkpMn+yMhI47GcnJw6a2G5u7sTEhJiPKc+ixcvrpOtCiHsw+nTp5tcQLc1rFWmSHnimqz1PbW1cePGMW7cuHqPBQUFsX79epN9b7/9NoMHDyYrK4u4uLgG7+vu7m5XizE7VEJkTXPnziU1NdX4urCwkLi4OIYxHnc8bBiZ8zFgoIQCCsijgDxKKaKCy/RkEBG0ByCPHA6yEwAd7njjiyfeeOODF96EEYM/NVW91VRRQQU6dLjjjg53NDTUVUsY1q79Y0BPJRVUUUUVFVRRSSWVVF/ZF0UsgdSspXaOUxwhvd734EcgnehJKJH1HheWUU0V2/iagIAAW4fSIg2VJ0eOnyAyNMSGkQlrKCoqIjY2tk2+pzU1ROaOMqv5/6KiIpP9Xl5ezVqLsymFhYVomkZwcHCj5x09epSYmBi8vb1JSUlh8eLFjSZQ1uZQCVFtJpmbm2uysnZubi79+vUznnP1CvQA1dXV5OfnN5qJNvRFcMcDd00SIksoVgUc5QAF5GFAX+d4JeXGzzpURZHMKHzwx11r/Gvqjgfe+DYzCg888W7WmdEqDn8CuUwJZZRQSjHFXKKCckopwhMvY7y56gxnOU4IkYQSiT9B0jRiCVcKbmt9ltYqUxoqTwICAmWpBCfWFj/zlhx2Hxsba7J//vz5LFiwwKx7l5eX8+yzzzJ58uRGv+vJycmsXr2axMREsrOzWbhwITfccAOHDh2y2R9ADpUQJSQkEBUVxYYNG4yFVVFRETt37uSxxx4DICUlhYKCAvbu3cvAgQMB2LhxIwaDgeTkZFuF7nIqVQUXOIc3voRqNbUoOtzJp+YXiweeBBNGMGEE0g5/gvDQPI3Xu2seBBBsi9CNPDRPQogATJtLytVlisg31iQBFHCRfM6Tz3mOcRBPvAlVNclRCJF4aub/1SUsT8oU4cpOnz5tkrSYWztUVVXFXXfdhVKK5cuXN3ru1U1wSUlJJCcnEx8fz7///W+mT59uVhytZXcJUUlJCceOHTO+PnHiBOnp6YSEhBAXF8fs2bN58cUX6dq1KwkJCcybN4+YmBhjj/cePXowduxYZsyYwYoVK6iqqmLWrFncc889MhrEyspUCRc4xwXOUkAeAGFEG5uVfPCjBwMJIgQ/Ah22BsVb88H7StNerVi64IMfeeRyiQtUUk42p8jmFABD1Fh8NX9bhOvypEwRzkQB5g4Nr70+MNByNZa1ydCpU6fYuHFji+8bHBxMt27dTH5W25rdJUR79uzhpptuMr6ubYefOnUqq1ev5plnnqG0tJSHH36YgoIChg0bxrp16/D2/rUZ5MMPP2TWrFmMHDkSNzc3Jk2axJtvvtnm78UVKKXI4ijZnKKEQpNjAQQTTJjxtaZptCehrUNsE76aP3F0JY6uGJSeAi6SRy555KJQ+OBnPPeUOoIHnkTQXppj24CUKcKZ2ONM1bXJ0NGjR9m0aROhoaEtvkdJSQmZmZn8/ve/t2hsLWHX8xDZUu2cDyO4RX5pXUMpZVK7s1ttopA8NDTaEU44MYQTg7fW3H49zk2v9Og03ZX/rmYrX6BHjxtuhBJNexIIJdJha8ysqVpVsZnPmj1fir2qLU+yL+QRFSadqp1N7b+vNb+ntc/o9N4f0fk2rx9kQ/Rl5Ryf+lKz4726lrV///68/vrr3HTTTYSEhBAdHc0dd9zBvn37+PLLL01GbIaEhODpWdMVYuTIkdx2223MmjULgKeeeoqbb76Z+Ph4zp07x/z580lPT+fnn38mPDzcrPfXWnZXQyTsV5kq5iwnyOUMg9VIY7+YjiRSQTmRdDDpByRq1CZDAApFPInkcppSirnAWS5wFh/86aA6EUNH+QyFEHalsVrWBQsW8PnnnwMY++HV2rRpEyNGjAAgMzOTixcvGo+dOXOGyZMnk5eXR3h4OMOGDWPHjh02S4ZAEiLRDAXqIqc4wgXOGfflcoZYOgMQrkk/iuZy1zzoRE8SVA9KKOQcJ8nmFJcp4SgHqKaKzvSydZhCCHtlibXIWnj9iBEjaKwxqTkNTSdPnjR5/a9//atFMbQFSYhEvZRSXOAcp8igkHzj/lCiaE8CYUQ3crVoiqZpBBBMIv3oonqTTRZnOW7Sx6pIXaKKSkKIkOY0IQRgm5mqXYUkRKJeFVzmIDtQKDTciCaOeLrhpzluPw57pdPc6UAnOtDJZP8xDpLPeYIIIUH1lH5GQghhRZIQCaCmRqiQPIK1mlFh3povHVRndOiIpQtemo+NI3QtBmXAj0AKuEgh+aSzjUBC6KR6EEqUJEZCuCh7HGXmLCQhcnFKKfLI4RiHKKGQZDWKAC0YgEStn01jc2VumhuJ9KOjSuQURzjDcYrIJ50fCKQdXVUS7TTbdT4UQtiI0lrcB6jee4g6JCFyYYUqj6McpICanv/ueFBGic1niBa/8tJ86EZf4lUip8i4khhdopQi2iEJkRBCWIokRC6oQl3mCD+SyxkA3HAjli7EkyhLTNgpL82bbvSlo0rkDMeJuarzdYkqxBu/Jtd8E0I4PulUbT1SgroYgzKwm02UUwZADB3pRE+ZRNFBeGredKKn8bVe6fmR7ejR00X1IZo46V8khDOz5NodwoQkRC7GTXOjo0rkHCfpwUBjfyHhmGoT20rK+ZndnOM4PdV1sm6aEEK0kJutAxDWVa2qyFDpXFTZxn3t6cR1/EaSISfgpwWQwmi60BsdOgrIYwfryVJHmzVZmhDCsdSOMjN3E3VJQuTELqkL7GA9pznGYfZjUAagZlJAaVZxHm6ajo5ad65nNCFEYEDPEX5kL5upVlW2Dk8IYWnKzE3US5rMnJBBGTjBz5zgMAA++NGd/rhpkv86Mx/Nj/7qBs5ygqMcwB1PdPIjLoRTkXmIrEdKSydTpko4xE6KuARANPEk0g93zcPGkYm2oGkaHehEqIrEDZ2xJrBaVaOnGi/NvFWyhRDCWUlC5EQuq1J28h16qnHHg+4MIEqLtXVYwgZ8ND/jfyulOMxe8rlAbzWYEC3ChpEJIcwio8ysRhIiJ+KNL2FEU8FlejNYhtILAKqpophCKilnH1vprHrTkUTpRyaEQ9KubObeQ1xLOpU4uHJVZuw4q2kaPRnIQIZLMiSMPDRPBvMbookHIJNDpPMDlarCxpEJIYT9cLiEqGPHjsZRUldvM2fOBGDEiBF1jj366KM2jto6LqkL7GIDP7HbOMRap7nLX/6iDp3mTk8G0YOBuOFGHjnsYgNF6pKtQ7M5KVOEQzF3hJmMNGuQwzWZ7d69G71eb3x96NAhfvvb33LnnXca982YMYNFixYZX/v6Ol9tyRl1nAz2o1BcpowqKvFElt0QDdM0jfYkEKjacYAdXKaEA6QxRI116RGIUqYIhyJ9iKzG4RKi8HDTBS1ffvllOnfuzPDhw437fH19iYqKauvQ2oRBGcggnbMcByCSDvRkEDpZx0o0U4AWTLIaySF2EU83l06GQMoUIUQNhy4JKysr+eCDD3jwwQdNmok+/PBDwsLC6N27N3PnzqWsrKzJe1VUVFBUVGSy2Ru9quZHthuToS70pjfJkgyJFnPXPOinDaWd9msyUKqKXH52a0uVKY5QnggHpTTLbKIOh/5NunbtWgoKCpg2bZpx37333kt8fDwxMTEcOHCAZ599loyMDD755JNG77V48WIWLlxo5YjNc4hd5JGDGzr6kEy4FmPrkISTKFGF7GYTIUTSW13nskm2pcoURyhPhGNy5dXub7/99hZfs2LFCiIimjfViKYc+E/CMWPG4OnpyRdffNHgORs3bmTkyJEcO3aMzp07N3heRUUFFRW/jropKioiNjaWEdxiN5MaFqp8DpBGH5IJ1sJsHY5wIufVWQ6yE4WBIELpzzC7+N5Xqyo28xmFhYUEBgZa/XmWKlMaKk+yL+QRFRZi8biFbRUVFREUFGTV72ntMzq8vRA3H/MmWDVcLufMrPlt9nNlKW5ubtx11134+Pg06/w1a9bwyy+/0KlTp2ad77B/Bp46dYrvvvuuyZqf5ORkgCYTIi8vL7y87K9TskEZjH08grQQhqqxuGk6G0clnE2E1p4B6gZ+ZDuF5LGPrfRXN+Chedo6tDZjyTLFXssT4QRcvFP1m2++2ewan//85z8turfD9iFatWoVERERTJgwodHz0tPTAYiOjm6DqCyrRBWyg/9SqPKN+yQZEtbSTgtnADfigSdFXGIf31OlKm0dVptxhTJFOAEX7kO0adMmQkKaX8P6zTff0L59+2af75AJkcFgYNWqVUydOhV3918ruTIzM3nhhRfYu3cvJ0+e5PPPP2fKlCnceOONJCUl2TDilitVxexjK2WUcIyDLt/ZVbSNQK2dMSkq5hL72OoSSZErlCnCOWjKMpsjGj58uMnPZ1OGDRvWoppah2wy++6778jKyuLBBx802e/p6cl3333HG2+8QWlpKbGxsUyaNInnnnvORpG2zmVVyj62UkkF/gSTRIpMtijaTIAWzEA1nH1sxQNP3HD+WklnL1OEcGZfffUVmzdvRq/XM3ToUCZNmtSq+zhkQjR69Oh6a0xiY2PZsmWLDSKynHJ1mX1spYLL+BHAAFyrH4ewD/5aEIPUTXjhjc4FmmmduUwRTsbF+xBda968eXzyySdMmDABpRRz5sxh8+bNvPXWWy2+l0MmRM6qUlWwj61cphQf/BjAjXhq0jFT2Iav5m/8b6UUOWQRQQeXSJCEsFuW6APkoH2IAPbs2cOgQYOMrz/66CN+/PFH48izadOmMWLEiFYlRA7Zh8hZHednyijGCx8GcCNeWvOGFgphbZkc4id28xO7pD+bEMJmHn30UWbPnm2cHLVTp0689tprZGRkcPDgQZYvX063bt1adW9JiOxIV5KIJp4B3IiP5mfrcIQwCiESDTfOc5Yj/ChJkRC24uKLu+7cuZPo6GgGDBjAF198wcqVK9m/fz9Dhgzhhhtu4MyZM6xZs6ZV95YmMzui03T04jpbhyFEHSFaBL3UdRxiJ6c5hhfedKS7rcMSwvW4eB8inU7Hs88+y5133sljjz2Gn58fb7/9NjEx5q/cIDVENnZKHSFT/SR/cQu7F6XF0o2+ABzjENnqlI0jEkK4qk6dOvHtt99y2223ceONN7Js2TKz7ykJkQ1dUOc4ygFO8AsXybZ1OEI0KU7rSjw17fM/s9dk0lAhRBtw8SazgoICnnnmGW6++Waee+45brvtNnbu3Mnu3bu5/vrrOXjwYKvvLQmRjRSrAg6xC4D2dCIMmfVWOIYu9CGcGBQGiimwdThCuBYXnqkaYOrUqezcuZMJEyaQkZHBY489RmhoKKtXr+ZPf/oTd999N88++2yr7i19iGygUlXwI9vRU007wkmkn0y8KByGpmn0UtdRTAHttHBbhyOEcCEbN25k//79dOnShRkzZtClSxfjsZEjR7Jv3z4WLVrUqntLDVEbU0rxE7sppwxf/Ekixbh4qxCOwl3zMEmGDMpgw2iEcB2uvHQHQNeuXXnnnXc4cuQIK1asID4+3uS4t7c3L730UqvuLb+J21gWR8kjBzfcSCJFZqEWDq9UFbOT78hVZ2wdihDOzwZ9iLZu3crNN99MTEwMmqaxdu1a05CU4vnnnyc6OhofHx9GjRrF0aNHm7zvsmXL6NixI97e3iQnJ7Nr164mr1m5ciUbN26kf//+rFmzhuXLl7fszTRCEqI25o4HbrjRjb74a0G2DkcIs2VzilKK+Jk9lKpiW4cjhLCw0tJS+vbt2+BIrldeeYU333yTFStWsHPnTvz8/BgzZgzl5eUN3vOjjz4iNTWV+fPns2/fPvr27cuYMWM4f/58o7H069ePPXv2UFpayg8//ECPHj3Mem9Xk4SojbXXEkhhDO3pZOtQhLCITvSkHeHoqeYndkvzmRBOZty4cbz44ovcdtttdY4ppXjjjTd47rnnuOWWW0hKSuL999/n3LlzdWqSrvb6668zY8YMHnjgAXr27MmKFSvw9fVl5cqVVnwnjZOEqA0opahW1cbXPpqfdKIWTsNNc6MX1+GOB0Xkc4oMW4ckhNPSsEAfoiv3KioqMtkqKipaHM+JEyfIyclh1KhRxn1BQUEkJyeTlpZW7zWVlZXs3bvX5Bo3NzdGjRrV4DUAISEhXLx4sdmxxcXFcepU8+dLk1FmbSCbUxznZ/qoZIK0UFuHI4TFeWu+JKp+/MRujvMzoSqKQK2drcMSwvlYcHHX2NhYk93z589nwYIFLbpVTk4OAJGRkSb7IyMjjceudfHiRfR6fb3XHD58uMFnFRQU8M033xAU1LzuJnl5eej1+madC5IQWV2FuswRfqSaKi5xgSAkIRLOKYo4LnCO85zlJ3YzWI1Ep+lsHZYQogGnT58mMDDQ+NrLy8uG0TTP1KlTrXZvSYisLIN0qqkigHbE0boVeIVwBJqm0V0NoICLuONBNVXokIRICIuy4FpmgYGBJglRa0RFRQGQm5tLdPSvEwzn5ubSr1+/eq8JCwtDp9ORm5trsj83N9d4v/oYDNbtnyh9iKzovDrLec6iodGTgTLfkHB6npoXgxjBIEbgpXnbOhwhnI+dLd2RkJBAVFQUGzZsMO4rKipi586dpKSk1HuNp6cnAwcONLnGYDCwYcOGBq9pC1JDZCVVqpLD7Acgnm4EaMG2DUiINuKrBdg6BCGEBZWUlHDs2DHj6xMnTpCenk5ISAhxcXHMnj2bF198ka5du5KQkMC8efOIiYnh1ltvNV4zcuRIbrvtNmbNmgVAamoqU6dOZdCgQQwePJg33niD0tJSHnjggbZ+e0YOV2WxYMECNE0z2bp37248Xl5ezsyZMwkNDcXf359JkybVqZZrC8c4SCXl+OJPAj3b/PlC2Fq1quKoOsBplWnrUBrlKGWKEGCbmar37NlD//796d+/P1CTzPTv35/nn38egGeeeYbHH3+chx9+mOuuu46SkhLWrVuHt/evtcSZmZkmI8TuvvtuXn31VZ5//nn69etHeno669atq9PRui05ZA1Rr169+O6774yv3d1/fRtz5szhq6++4uOPPyYoKIhZs2Zx++2388MPP7RZfAZloIKaCal6MFA6lgqXlMsZTnEEHe5EqPZ23YRm72WKEEYW7EPUXCNGjECphi/SNI1FixY1uobYyZMn6+ybNWuWscbIHjhkQuTu7l5vx6vCwkLeffdd1qxZw29+8xsAVq1aRY8ePdixYwfXX399m8TnprnRVw2hiEsEaSFt8kxXpld6KiijgnKqqUKPHj3VKAz4EkCIFmE8t0jl444nXnij0xzy6+8wYujIGY5TzCWOcZBeXGfrkBpk72WKEML6HPI3wtGjR4mJicHb25uUlBQWL15MXFwce/fupaqqymSyp+7duxMXF0daWlqjhVdFRYXJpFRFRUVmxahpGkFIMmRJVaqSIi7hjocx0SxXl9nGVw1eE0UsIdQkRAZlYBcbjcc8lTe++OOLP/4EEUyYzJ1jQTWjzvqxm01kc4r2KoFgLczWYdXL0mWKpcsTIYxsUENkT5rzs+Tu7o6vr2+L7+1wCVFycjKrV68mMTGR7OxsFi5cyA033MChQ4fIycnB09OT4OBgk2samyCq1uLFi1m4cKFZsemVnhP8Qhxd8dTsfz4He1etqsknl0tc4BIXKaEAqElygkgGwJOaz1mHDi98cMcDHe7ocEdDI/CqpFRPNd74UkkFBvRUUk4l5RRQ064dQXuS+HWEQ4G6SCDtcJMmz1YL0kKJUQmc4wSH2U+yGmV3s7Rbo0yxRHkiRH0ssVq9I692Hxwc3KwyxN/fn1GjRvGXv/yFDh06NOveDpcQjRs3zvjfSUlJJCcnEx8fz7///W98fHxafd+5c+eSmppqfF1UVFRnFs+mnOYoJznMBc5xvfqt3RX8jsKgDBwgjXxyMWA674QPfnjya18UN82NEeqWmgSoic/bQ/NkGOOBmtqmMkqubMUUU2CsSQK4rErZw2Z06AhVUUQSSxjR0h+sFbrQm/OcoYRCcjhNNHG2DsmENcoUS5QnQtTLgjNVO6JNmzY1eY7BYCA3N5dly5bx8MMP8/XXXzfr3g6XEF0rODiYbt26cezYMX77299SWVlJQUGByV90TU32BDUzdJozS2elKucENVOOdyRRkqEWUEpRShH+Ws107G6aGxXqMgYM+OBHKFG0I5xgwurtmOuuebT4mR6aJ0GENNiseZlSPPGikgrOUzOfVG3n4A50IpAQ+TduJk/Ni3jVjUx+4iSHiVKxdv3ZWaJMMbc8EULUT6/XM3z4cHS6pv84TUpKalE/P4cbdn+tkpISMjMziY6OZuDAgXh4eJhM9pSRkUFWVpbVJ3s6zi/oqSaAdkTZ2V/A9qpaVZOljvID37CLDVSrKuOxbvTlen7LEMbSXetPpNahTUcphWgR3MDvGMxI4umGN77oqSabU+xmE+c522axOINYuhJLF/ozzK6TIbCfMkWIetnZxIxt7aGHHiI8PJx7772Xjz76qNE+RV26dOEf//hHs+/tcDVETz31FDfffDPx8fGcO3eO+fPno9PpmDx5MkFBQUyfPp3U1FRCQkIIDAzk8ccfJyUlxaqjQcpVGWc5DkBX+th9gW9rVaqSLI5wmkyqqUmC3PGghEKCqel0204Lt2WIQE2n4EDaEUg7uqg+FJLHWU6QRy5h/Fo7UKaK8cJXmtMa4a65k0g/W4dRL3ssU4RoiKv3ITp+/DgHDhzg888/57XXXmPatGkMGzaMiRMncssttxAX92uFhKenJ7fcckuz7+1wCdGZM2eYPHkyeXl5hIeHM2zYMHbs2EF4eM0v0KVLl+Lm5sakSZOoqKhgzJgx/PWvf7VqTKc4gkLRjnCTId7ClF7pr/SzyjAmQj74E09Xoulo1wmFpmkEE0YwYRiU3tjRWinFj6RRTSUJqiftSZCEuBmqVCUemqetwwDss0wRQjQsKSmJpKQknnvuOc6dO8fnn3/O559/zjPPPENiYiITJ05k4sSJDBo0qEX31VRjsy25sKKiIoKCghjBLY32UalUFWzjawzo6c8NhGq2m2XT3pWpEtL4FoXCj0A60ZMI2jt0AlHb+bqCywD4E0Q3+kpi3IAKVc4v7KWYSwxhXJNJcLWqYjOfUVhYaPYilLZUW55kX8gjKkym43A2tf++1vye1j6j0/Mv4eZtXvcBQ3k5xxf90eF/rq5VWlrKunXr+Oyzz/j6669JTU3lj3/8Y7Ovd7gaIvujiKEjJRSajFISNa6uCfDV/ElQPfDGl2jiHToRquWj+TFUjeUMxznOz5RQyD62EqliSaSfTL9wDY8rTaMVlHOOE8TSxdYhCeFYLNBk5sh9iBrj5+fHpEmTmDRpEnq9nvz8/BZd7/Cdqm3NU/Omu9afgQx3il/wlqKU4pQ6wja+plgVGPd30noSo3V0qs/KTdMRp3VlCGPpQGcAcjlNGv+lTJXYODr74qbpiKcbAKc51uhyAEIIca3x48dTWFhofP3yyy9TUFBgfJ2Xl0fPnj3R6XTGZu/mkoTIQpzpF7y5KtRl9rONoxwwjsxyBZ6aF921/gxmJH4E4k8gPvjZOiy7E01H3PGgjBLyaHzCVCHENVx8lNm3335rMgv8Sy+9ZFITVF1dTUZGRqvuLQlRKxmUnp/UbgpVy6rknF2eymUH68knFzd0dKc/XUmydVhtKlBrRzIj6UOyMVHWKz2lSpZvgJoRZ+1JACCLozaORggH4+IJ0bW1ypasZZaEqJXOc45sTnGANKn259cmsv18TxWV+BNMMiPpoHV2ydozN02H51XzJh3hR3aygRyVZcOo7Edt02I+5ylRhU2cLYQQ1icJUSvVzjsUg3P1h2mtXM5wlAMARBPPddyEn+Y8oxfMYVAGLlOKAT2H2MVx9bPLJ9E+mh8RtAfgzJWfJSFE02rnITJ3c1SaptX5nWup38EyyqwVSlUxl7gAYKz6d3WRdCCHLEKIIJYukiRexU1zo78axjEOcoojHOdnLlNKDzUQN811/ybpSCIhRNrd2mZCCPullGLatGnGpXHKy8t59NFH8fOr6a95df+ilpKEqBXOcQKAMKLw1nxtHI3tVKlKdLjjprmhaRp91RBJhBqgaRpdScJH+XGY/WRzimqq6KOud9mkKFALIbCBteSEEA2wRB8gB64hmjp1qsnr+++/v845U6ZMadW9JSFqIYPSc46TALSnk22DsaFKVcFethBIO3qqQfVWY4q6Omid8Va+HCCNC5zjEDtJQtbEEkKI5li1apXV7u2af5qa4TznqKISL3wIpeHVrp1ZtapiP9sopYg8cqmk3NYhOZQwLZq+DMUdD2LoaOtwbO60OsZO9Z2MwhOiGVy9D5E1SULUQgYM+OJPDB1dsqlDr6pJZxvFXMIDTwZwI16aj63DcjihWiRDGUeYFm3rUGwuj1yKKXCZ+aqEMJuLDrm3Ntf7jW6mGC2eFMaQQA9bh9LmlFIcYjcF5OGOB/25AX8ZSdZqVy9uWqZKOKWO2DAa24kmHoAcTrv86DshhO1IH6JW0DQNDdfrL5PJT1zgLBpu9GUIgVo7W4fkFKpUJXvYRCUVuCsP2muuNXIxjGjc8aCcMi5xQdYEFKIxLt6p2pqkhqgFClUeeqW3dRg2UaZKOEXNdOg9GEg7rWVrxIiGeWiexokKD7Pf5WY/12k6IugAQA4ycaUQjZE+RNYjCVEzVasq9rCZrXxBhbps63DanK/mTz+G0ZlexGjxtg7H6STQg3BiUBg4QBqVqvVzaTiiKGIBuEi2NJsJIWxCEqJmusA5FApvfF22E3GoFkmC5np9p9qCpmn04jp88aeCy/zEbpdKDIIJQ4c7lVRQxCVbhyOE/XLxtcysSRKiZsrlDIBxuQFXkaWOUqqKbR2GS3DXPEgiBTfcyCOHs1cmAHUFbpobkXQggvYu2T9PiOaSJjPrcbiEaPHixVx33XUEBAQQERHBrbfeSkZGhsk5I0aMME4UWLs9+uijrX6mXunJJxdwrYSoQF3kCD+yiw1UKJlrqC34a0F0pjcA2Zx0qVqintogkrSUNu+sb4syRQhhfxwuIdqyZQszZ85kx44drF+/nqqqKkaPHk1paanJeTNmzCA7O9u4vfLKK61+ZiF5GDDgiTf+BJn7FhyCXun5mb0ARBKL11UrtwvriqMr3enPQIbL7N9twBZlihCtJk1mVuNww+7XrVtn8nr16tVERESwd+9ebrzxRuN+X19foqIsM5P0Jc4DEEK4y/yCOslhyijGE2+60sfW4bgUTdOMo85cjVKKMopRKPy1tvnjwxZlihCtJsPurcbhaoiuVVhYCEBIiOkikR9++CFhYWH07t2buXPnUlZW1uh9KioqKCoqMtlq5V9Z2b6di8yPUq7KjEPsE+lnMoGgaFsGZeCMyqRaVds6lDaRxVHS+C+Z/GyzGCxRpjRWnghhDulDZD0OV0N0NYPBwOzZsxk6dCi9e/c27r/33nuJj48nJiaGAwcO8Oyzz5KRkcEnn3zS4L0WL17MwoUL6z3Wnf7kc95l1i47xiEMGGhHuEv1mbJHB0jjItmUc5ku9G76AgcXRE0SUshFm/SfslSZ0lh5IoSwTw6dEM2cOZNDhw6xbds2k/0PP/yw8b/79OlDdHQ0I0eOJDMzk86d62+KmDt3LqmpqcbXRUVFxMbWzI0SoAUTQLDl34AdKlL5xsnxupLkMk2E9iqGjlwkm9McJU51xVPzsnVIVhVAOzQ0KqngMqV40rbv11JlSmPliRBmkSYzq3HYJrNZs2bx5ZdfsmnTJjp06NDoucnJyQAcO3aswXO8vLwIDAw02VyRD/50phexdJGlOexAODEEEIwePSc5bOtwrE6n6Qik5ntXSF6bPtuSZYqUJ8JqpFO11ThcQqSUYtasWXz66ads3LiRhISm131KT08HIDq65SuLZ3GUs+qEy8wc7KF5kqD1IFHrZ+tQBDUdrDvTC4AzZLrE9AdBhAJtlxC1dZkihLBPDtdkNnPmTNasWcNnn31GQEAAOTk5AAQFBeHj40NmZiZr1qxh/PjxhIaGcuDAAebMmcONN95IUlJSi593gsMoDAQT1ubV90IAhBJFICEUkc8ZMo0JkrOqSYiOUkDbrOnW1mWKEOawRKdo6VRdP4erIVq+fDmFhYWMGDGC6Oho4/bRRx8B4OnpyXfffcfo0aPp3r07Tz75JJMmTeKLL75o1fMUBnS444u/Jd+G3SlXZexWGzmvztk6FHENTdOIpysAZzmOwckXGA6+UkNUQgHVVFn9eW1dpghhljZuMuvYsWOdSUk1TWPmzJn1nr969eo653p7O8Y8dg5XQ9TUyJPY2Fi2bNli0Wf6E+T0nYvPcoJC8jnNUSKIsXU44hrhtMcLH/wIoJIKvPG1dUhW46X50Fn1qvm5a4O/2WxRpgjhKHbv3o1e/+sfYYcOHeK3v/0td955Z4PXBAYGmsz27ii/Px0uIbKF2k6ezsqgDJy7sm5WezrZOBpRHzfNjevVb11mTqjaRYSrlfVriIRwJG3dZBYeHm7y+uWXX6Zz584MHz684ftrmkNOYupwTWa24OxD7vPIoYJyPPCSeYfsmKskQ0KIRthwlFllZSUffPABDz74YKO1PiUlJcTHxxMbG8stt9zCTz/91LoHtjFJiJrB2ROiXM4AEEUsbpp8JexdhSqnULXtkPS2Vq2quKDOkXPluymEsLxrZ1OvqGh8NPXatWspKChg2rRpDZ6TmJjIypUr+eyzz/jggw8wGAwMGTKEM2fs/2dZfvs1gx/OO4eIQem5QE1H6khk4jh7l69y2cZX/MQeW4diVWWU8CPbOcZBW4cihH2xYA1RbGwsQUFBxm3x4sWNPvrdd99l3LhxxMQ03M80JSWFKVOm0K9fP4YPH84nn3xCeHg4f/vb38x4021D+hA1YQA3OnWtSR656KnGCx/jsgnCfgVe+Tcqo5gyVYKv5pyjH/0IAKCaShtHIoR90a5s5t4D4PTp0yaThnp5NTy1zKlTp/juu+8aXQKrPh4eHvTv37/RiZHtRbMSomsXOWyKpmns27eP+Pj4VgVlT5y9Q7WGRggRBBDsMCMBXJm75kGwCuMSF7hINnFXhuM7G53mjrfypZzGF2UWwuVYcOmOlsyivmrVKiIiIpgwYUKLHqXX6zl48CDjx49vaZRtrlkJUUFBAW+88QZBQUFNnquU4n/+539MhukJ+xWmRROGzLbrSMKIdvqECGpqiSQhEsL2DAYDq1atYurUqbi7m6YNU6ZMoX379sbmtkWLFnH99dfTpUsXCgoKWLJkCadOneKhhx6yRegt0uwms3vuuYeIiIhmnfv444+3OiB7U0wB7Qhv+kQh2kgokRwFCsjDoAxO26Trgz+Qa+swhLArtpip+rvvviMrK4sHH3ywzrGsrCzc3H4tgy5dusSMGTPIycmhXbt2DBw4kO3bt9OzZ0/zgm4DzUqIDAZDi25aXFzcqmDsURklTpsQVajLaLg5/QrqzsaPQNzxoJoqSih02mZdWSpHiHrYYLX70aNHNziB6ebNm01eL126lKVLl7YyMNtyzj8tLciZZwQ+wWG28gWZyjHmiBA1NE0zdoAvaOMV4duSFz62DkEI4UJaNcrs3LlzbNu2jfPnz9epPfrDH/5gkcDshbcTF8rFFAA4/TptziiWLkQRRzua14ztiEKIoCeD+NnJpxgQosVkcVaraHFCtHr1ah555BE8PT0JDQ01GZmkaZrTJUQeTlptr5Si5EpC5OwTTzqjMM35O8L7aH54KE9JiIS4iqx2bz0tTojmzZvH888/z9y5c006UjkrNydtVSynDD163HDD98qcL0IIIYSranFCVFZWxj333OMSyZAzu0wpAN74Oe0oJWeXr85TQiFRxOKpeds6HKuonUVdCHGFDTpVu4oW/yacPn06H3/8sTViEW2oNiHyceJO487uMPs4wo+UUGTrUKzmMPttHYIQdqW2yczcTdTV4hqixYsX87vf/Y5169bRp08fPDw8TI6//vrrFgtOWM/VNUTCMXniTRklVFJu61Csxg0deqptHYYQwgW0KiH69ttvSUxMBKjTqVo4hiBCiKWL086x5Apqh6VXOHVCJM25QpiQJjOraXFp89prr7Fy5Up++eUXNm/ezKZNm4zbxo0brRFjqy1btoyOHTvi7e1NcnIyu3btsnVIdiNciyFR60eE1t7WoYhWqp240NlriOyJlCnC1qTJzHpanBB5eXkxdOhQa8RiUR999BGpqanMnz+fffv20bdvX8aMGcP58+dtHZoQFuFOTXO1HuddN9CeEiIpU4RdUBbaRB0tToieeOIJ3nrrLWvEYlGvv/46M2bM4IEHHqBnz56sWLECX19fVq5caevQ7EKlKqdclaFXzvvL1NnVNicZnDgh0tlRk5mUKUI4txb3Idq1axcbN27kyy+/pFevXnU6VX/yyScWC661Kisr2bt3L3PnzjXuc3NzY9SoUaSlpdV7TUVFBRUVFcbXRUXOO3IHIJ0fKOISfRlCODG2Dke0Qm3tiYGWrTXoSOylD1FLyxRXK09EG5I+RFbT4oQoODiY22+/3RqxWMzFixfR6/VERkaa7I+MjOTw4cP1XrN48WIWLlzYFuEJYVEazjuYQdlJyd3SMkXKE2EtMlO19bQ4IVq1apU14rC5uXPnkpqaanxdVFREbGysDSMSoilSqtkrKU+EcDytWtzV3oWFhaHT6cjNzTXZn5ubS1RUVL3XeHl54eXlnOuW1Ucz9j9x3uYWZ6e/8m9nL81K1mAv38+WlimuVp6INiRNZlbTrJJ0wIABXLp0qdk3HTZsGGfPnm11UOby9PRk4MCBbNiwwbjPYDCwYcMGUlJSbBaXPfG4MkKpmiobRyJaqwOdSGYUHelu61Csxl4SIilThL3QlLLIJupqVg1Reno6P/74IyEhIc26aXp6ukmHQltITU1l6tSpDBo0iMGDB/PGG29QWlrKAw88YNO47IU7noAkRI7MU/MyzkXkrOxpBJ2UKUI4t2Y3mY0cORLVzKzSHmasvvvuu7lw4QLPP/88OTk59OvXj3Xr1tXpFOmqauewqaLSxpEI0TB7qSECKVOEnZAmM6tpVkJ04sSJFt+4Q4cOLb7G0mbNmsWsWbNsHYZdakcYCkUQzav1E/bnlDqCAT1RxOGjOeeadMmMZCtf2joMIylThK3JKDPraVZCFB8fb+04RBuL1GKJREa9OLIsjlLBZUKIwMdJF+m1p5mqhRDOzSlHmQnh7KpVFRVcBsCXABtHI4RoM9JkZjWSEDXBXiaGswa90lNKIX4EodPkL3FHUkoxULPAq4fmaeNorKNclXGY/bYOQwi7Ik1m1uO8E5hYiD2NcrG0HfyXXWykmOZPqSDsQ21C5EegjSOxnnLKuEi2rcMQwr7I4q5WIwlREyqw7fQB1lT7y7SIAtsGIlqsNon1J8jGkVhPBeW2DkEI4UJanBBNnTqVrVu3WiMWu1ROqa1DsJoAggGkhsgBFZIHQBChNo7EeiQhEqKu2iYzczdRV4sTosLCQkaNGkXXrl156aWXbDojdVsop8zWIVhN8JVfppe4YONIREsYlMHYZBbsxAlRpSREQtQlTWZW0+KEaO3atZw9e5bHHnuMjz76iI4dOzJu3Dj+85//UFXlfLMeO3MNUTBhaGiUU0aZKrF1OKKZ3DQ3hnMz1/EbvPCxdThWUzuKTggh2kKr+hCFh4eTmprKjz/+yM6dO+nSpQu///3viYmJYc6cORw9etTScdrMZSculHWau3FiRqklcixumo4gLcQuZoW3lrIrtWBCCFPSXGYdZnWqzs7OZv369axfvx6dTsf48eM5ePAgPXv2ZOnSpZaK0aYS6WfrEKwqhJplB2Q0j7A30odIiHooZZlN1NHieYiqqqr4/PPPWbVqFf/9739JSkpi9uzZ3HvvvQQG1oxa+vTTT3nwwQeZM2eOxQNua+5OPlVTJB1M/l/YtzJVzH62EUF7utDHqWuIhjKOMopJ47+2DkUI4QJa/Ns+Ojoag8HA5MmT2bVrF/369atzzk033URwcLAFwhPW5qcF0ometg5DNFMOp7lMKcUUOnUyBDWLRHsp5+0jJURryMSM1tPihGjp0qXceeedeHt7N3hOcHBwqxaEtUe/sJ841YUgTRZBFballCKbLACiibNxNEIIm5ClO6ymxQnR73//e2vEYbdyySKQYKdfFf6COsdZTtCDAXhp8le5PSoin8uU4IaOcNrbOhyrOqF+oYhLRMkCxEKINiIzVTdDsQvM5HyKDC6SzTlO2joU0YAzHAcggva4a87dty2f81zgHJVU2joUIeyKZrDMJuqShKgZXCEhak8nAM5yAoOSnxZ7U6HKyeE0ALF0tnE01qWUosgFliYRolVkYkarkYSoGUopQq+qbR2GVUXQAQ88KaeM85yxdTjiGmc5jsJAICEEac47OzVACYXoqUaHO/5OvHitEK0hS3dYjyRETfDAE6gppJ2ZTtMRR1cATnAYJfNU2JVIOtCeTnQk0dahWN2v67SFoOHcI+mEsHcLFixA0zSTrXv37o1e8/HHH9O9e3e8vb3p06cPX3/9dRtFax6HSoiqqqp49tln6dOnD35+fsTExDBlyhTOnTtncl7Hjh3r/AO+/PLLrXqm/5UFUAuuFNLOrAOd0eFOKUUyUaOd8dMC6aENIEJz7s7U8OvPWlssXGuLMkUIs9hgYsZevXqRnZ1t3LZt29bgudu3b2fy5MlMnz6d/fv3c+utt3Lrrbdy6NAhc9+51TlUQlRWVsa+ffuYN28e+/bt45NPPiEjI4OJEyfWOXfRokUm/4CPP/54q57ZjjDAuRd5reWhedLhSv+UTH6SWiI74Ir/BrU1RG2xcK0tyhQhzGGLJjN3d3eioqKMW1hYWIPn/uUvf2Hs2LE8/fTT9OjRgxdeeIEBAwbw9ttvm/nOrc+hhqoEBQWxfv16k31vv/02gwcPJisri7i4X+dmCQgIICoqyuxnRhNPLF3w0DzNvpcj6Egi+ZynI91sHYoAjvMTpaqYzvTCT3P+/jR6pccLbyooJ7ANprqwRZkihL0oKioyee3l5YWXl1ed844ePUpMTAze3t6kpKSwePFik5+Nq6WlpZGammqyb8yYMaxdu9ZicVuLQ9UQ1aewsGbG3mtnxn755ZcJDQ2lf//+LFmyhOrqxjtFV1RUUFRUZLJBTR8iV0mGoKaWaDC/IVKLdfqZkO1dmSrhJEc4z1lKXWShU52mY5B2EyO4xWY/d5YoUxoqT4QwmwVHmcXGxhIUFGTcFi9eXOdxycnJrF69mnXr1rF8+XJOnDjBDTfcQHFx/WVSTk4OkZGRJvsiIyPJyckx951bnUPVEF2rvLycZ599lsmTJxvXUQP4wx/+wIABAwgJCWH79u3MnTuX7OxsXn/99QbvtXjxYhYuXNjo85RSLpEkXP0e9aoanZPPeWOPlFJkkI7CQAiRhBNj65DalJtmm7/VLFWmNKc8EaI1LLl0x+nTp02+5/XVDo0bN87430lJSSQnJxMfH8+///1vpk+fbl4gdsaua4g+/PBD/P39jdv3339vPFZVVcVdd92FUorly5ebXJeamsqIESNISkri0Ucf5bXXXuOtt96ioqKiwWfNnTuXwsJC43b69GnjsUKVzx61iXQa7kjmjM6pk2zjawpVvq1DcTkXOEceOWhoJNLPJRJxpRQVyror3LdVmdJYeSKEvQgMDDTZ6kuIrhUcHEy3bt04duxYvcejoqLIzc012Zebm+sQzc12/af/xIkTSU5ONr5u375mhE1twXXq1Ck2btxokuHWJzk5merqak6ePEliYv3DlhtqO4WaFe8LyMMNN/RKj07TtfIdOZZ8cqmikl/Yy2A10mZ/tbuaSlXOL+wDIJ5E/LQAG0fUNoopYBcbCFZhDGS4VZLAtipTGitPhDBLK0aJ1XuPViopKSEzM7PBZbxSUlLYsGEDs2fPNu5bv349KSkprX5mW7HrhCggIICAANNfBrUF19GjR9m0aROhoU2PRElPT8fNzY2IiIhWxeFLAF74UMFlLnGeMKJbdR9H041+5JFLCYVkcoiuJNk6JKenlOJn9lJFBf4E0Yketg6pzVykpo+BOx5WqxGzlzJFiNZq69Xun3rqKW6++Wbi4+M5d+4c8+fPR6fTMXnyZACmTJlC+/btjf2PnnjiCYYPH85rr73GhAkT+Ne//sWePXt45513zAu6Ddh1QnStqqoq7rjjDvbt28eXX36JXq83dtQKCQnB09OTtLQ0du7cyU033URAQABpaWnMmTOH+++/n3bt2rXquZqmEa5iOEMmuZxxmYTIU/OihxrIAdI4xRHaqQjCNPuv9nRk1VRRRgkaGr24DjcXqY0EyLsy91Vb/nzZqkwRotXaeLX7M2fOMHnyZPLy8ggPD2fYsGHs2LGD8PBwALKysnBz+7X1YMiQIaxZs4bnnnuOP/7xj3Tt2pW1a9fSu3dvM4O2Pk050EQnJ0+eJCEhod5jmzZtYsSIEezbt4//+Z//4fDhw1RUVJCQkMDvf/97UlNTW1SFXVRURFBQECO4BXfNg0vqAnvZgjse3MjNLtV8dFjt5wyZeOBFMqPw1nxsHZJTq1ZVXOIC4ZrrdKSuVBVs5QsAhjEeb80XqPksNvMZhYWFTTZjtUZblSm15Un2hTyiwqw/nYBoW7X/vtb6nl79jJSxi3D38DbrXtVV5aSte96q8Toih6oh6tixY5MT1Q0YMIAdO3ZY/NnBhOGJF5VUcInzhOI6NSVdSaKAi5RQyAG2M1CNcJl+VG3l6hGM7pqHy40qq50Z3Z8gYzLUFmxZpgjRGm3dZOZKXKeaw0yaphFOTQfMXM7aOJq2pdN0JJGCB560IwI3+dpYlF7p2csWTqkMl5yZGiCHLKBmkWEhRCMMyjKbqMOhaohsLZIOVHCZUCKbPtnJ+Gr+pKjReGrmVdUKU0opDrHTWAMXSSzetF0NiT0oV2Xkcx6AaOqf/VYIIaxNEqIWCNEiCMF1R5VcnQzpVTUXySZSi7VhRI5NKcVh9nOBc7jhRl+GtGlzkb3wwIveJFNMAT6an63DEcK+tXGnalciCZFoMYMysJ9tFHCRClVBnNbF1iE5nNqZqM9yHIBeDKadFm7jqGxDp+mIIpYoJLkWoikaFuhDZJFInI90BmmFcnWZ4+pnKlXDM187MzfNjXbU/PI+Qjqn1BEbR+RYamuGzpAJQA8GEqlJ3xkhhLAlqSFqhQNsp4hL6HAn3kVXhe9ETwzoOcURjnKAKlVJZ3q5xBIT5iokz1gz1JNBxGgdbRuQDZ1SRzCgJ5qOMp2DEM1h45mqnZkkRK0QQwJFXOIsJ4hTXV0yCdA0jS6qD+54kskhTnKYSsrprga41BxNrRGshdFZ9cIbX6K1eFuHYzN6peckh6misma4PZIQCdEUGXZvPfKbqxWiiEWHjjKKKeCircOxGU3TSNC6050BAJzjJD+zx8ZR2acyVWyycGmC1sOlkyGoGWpfRSXe+LrUvF5CCPskCVEruGseRF0ZHlzb9OHKOmid6MdQvPChI/UvnuvKctUZdrKBdH5Ar6ptHY5dUEpxmprVsmPpIrWKQjSXstAm6pBSqJXa0wmomaTx6r/8XVWYFs1QxuKvBRn3FaiLLjvRINQ0CWWodA6yAz3V6NBRjSREAJe4QAmF6NARQ0dbhyOEw9CUssgm6pI+RK0UqLUjSIVQSD5ZHJGV4MFkIdJClcdethBEKD3VIHw1fxtG1vYKVR4/sYcyigGIpxud6S01IVdkcRSAaDrioXnaOBohHIjhymbuPUQdUjqboSPdccMNTWZ1qKOCctzQUcBFdvBfTqjDGJTz/xQalIGj6gC72UQZxXjiTV+G0FVLkmToijJVbFy7LA6Zw0oIYR+khsgMYUQzjAl4as1b8dqVRGjt8VdB/MJeLnGBTA6RQxbdVF9CNedd+kRDo4A8AKKII5F+UgNyDQ03oolHTzW+WoCtwxHCoViiyUuazOonCZEZNE3DE0mGGuKr+TNA3UgOWRzhAKUUsZ/viVJx9NYG2zo8i1BKkc95AgjCU/NG0zS6q/6UU0a45lor1jeXj+ZHL65z6f5lQrSaLN1hNZIQWUihyqOSCvkleA1N04gmnjAVzXF+5gyZBBNqPK6Ucsh5nGoSoVyO8zOF5BNPN2M/sgAtmACCbRugA3DEf3chhPOShMgCLqhz/Mh2vPAhVEWadC4WNTw0TxLpR5zqitdVE/Cd4yTn1Eni6UYY0Xbfz6ZaVZNDFmfIpIRCgCv9yOw7bntQpkrI5BCd6ImfFmjrcIRwTDJTtdVIQmQBoUTihQ8VXOY0mS67nEdzXLua+WkyKaGAA6ThgRfRKo4YOpoM37cXmeonsjiK/srQeTd0dKAT8XTDS5adaNIJfiGXM1RTRX9usHU4Qjgkmanaehzuz9pp06ahaZrJNnbsWJNz8vPzue+++wgMDCQ4OJjp06dTUlJitZjcNB2d6AnUFPpVqtJqz3I2/RlKRxLxxJsqKsjiKDtYz3b1LcfVzzaLS6/05Klc9Epv3FdNVU1HYPzpRl9uYALdtL6SDDVDqSoim1MAdKKXjaMxZY9lihCi7TlkDdHYsWNZtWqV8bWXl2nH5vvuu4/s7GzWr19PVVUVDzzwAA8//DBr1qyxWkwxdOQ0xyihkOP8TCL9rPYsZ+Kl+dCFPnRSvcgjh3Oc5CLZlFFM8ZUmKaid2TiTINrhTxA6zbJf3SpVSRGXKCKfAi5yiQsYMNCfGwilZlRcBzoTRjQhREj/lxY6Tk1yG04MQVqIjaOpyx7LFCHqJU1mVuOQCZGXlxdRUfWvffTLL7+wbt06du/ezaBBgwB46623GD9+PK+++ioxMdbp9KxpGl1VH/azjTNkEqu6uNxkhOZw09wIJ4ZwYqhWVVwkBy+8jcfLKOEI6cbXPsoffwLxxR9vfAkmjAAtGKiZC8iAHg03FAYUCgMGqqmkkgq88TU23V1SF/iZPVymtE5MXnhTza+1fX5aAH7IMPGWKlAXyeUMgLEm1d7YY5kiRH00Q81m7j1EXQ6ZEG3evJmIiAjatWvHb37zG1588UVCQ2tGLqWlpREcHGwsuABGjRqFm5sbO3fu5Lbbbqv3nhUVFVRUVBhfFxUVtTiuUC2KUBVJHrkc4yBJpLT4HqJ2rbhYk30KA2FEU0Q+lVRwmRIu82uTRSd6GUd2lVDILjY0eP8u9DGuuabD3ZgM+eBHICEEEUIIEfgRKDVBZlJKcfhKIhtDR2PSam8sXaZYojwRQrQth0uIxo4dy+23305CQgKZmZn88Y9/ZNy4caSlpaHT6cjJySEiIsLkGnd3d0JCQsjJyWnwvosXL2bhwoVmx9eVJEr5gTCiHXZIuT3y14Lox1AAKlU5JRRSQhGXKaWcywReNcxd38B6Ye544IkXOn4dBehHIAO4EX+CZIJNK8jmFCUU4I4HXehj63DqZY0yxVLliRB1SJOZ1dh1QvThhx/yyCOPGF9/88033HPPPcbXffr0ISkpic6dO7N582ZGjhzZ6mfNnTuX1NRU4+uioiJiY2MbuaJ+/loQQ9RYux8+7sg8NW9C8CaE+me8DiaMm7gNhQHtytIqGlq9yalO0xFCRD13EZYQRSwVlOOJl10knG1VpliqPBGiDpmY0WrsOiGaOHEiycnJxtft27evc06nTp0ICwvj2LFjjBw5kqioKM6fP29yTnV1Nfn5+Q32EYCaPgTXdqRsrauTIYMySHLUxjRNu1ILJPNB2ZqbpiOB7rYOw6ityhRLlidCXE2W7rAeu06IAgICCAhovBPrmTNnyMvLIzo6GoCUlBQKCgrYu3cvAwcOBGDjxo0YDAaTgtDalFLkcppjHGKAukHWbBIupVyV4Ym33f0x4MhlihDCuuyrtGpCSUkJTz/9NDt27ODkyZNs2LCBW265hS5dujBmzBgAevTowdixY5kxYwa7du3ihx9+YNasWdxzzz1tPhrkHCcpp4yf2SvrNgmXoVd69rONnXxHiSps+gIbcrQyRQhjHyJzN1GHQyVEOp2OAwcOMHHiRLp168b06dMZOHAg33//vUn19Icffkj37t0ZOXIk48ePZ9iwYbzzzjttGqumafRgIG7oKOAi5zjRps8XwlaO8xOlFFFFBZ5XTZ1gjxypTBECqOn/YzBzk3yoXnbdZHYtHx8fvv322ybPCwkJsYsJ03w0PzqrXhzlAEc5SJiKllmNhVO7pC5wiiMA9GCgXXSkboyjlSlCCOtxqBoiRxRHVwJpRzVV/MweaToTTqta1XzHoWbOoXBNmpOEsLTaTtXmbqIuSYisTNM0ejIIN9zII9f417MQzuYIB7hMKd740o2+tg5HCOeksEAfIlu/CfskCVEb8NeCjGubVVJu22CEsIKLKtvYT64X1+Guedg4IiGEaBmH6kPkyGJIwJ9gu1zYUghzBRBMEKEEEUI7LdzW4QjhvGSmaquRhKiNaJpGEL8mQ7V9iWRpD+EMvDQfBqrhSF28EFZmAMz9tSGLu9ZLmsxsoFyVsZctnOW4rUMRotWUUhSqPONrN80NN01mBxdCOCZJiGzgPGcp4CIZpHNJXbB1OEK0yllOsJtNHFUHbB2KEC6jrUeZLV68mOuuu46AgAAiIiK49dZbycjIaPSa1atXo2mayebtbd9zkoEkRDYRSxci6IBCcYA0ylSJrUMSokUKVT4ZpAPggadtgxHClbTxTNVbtmxh5syZ7Nixg/Xr11NVVcXo0aMpLS1t9LrAwECys7ON26lTp8x951YnfYhsQNM0eqlBlFNKEZf4kR+4Tv1GRuYIh1ChyjlAGgoD4cQQT6KtQxLCdbRxp+p169aZvF69ejURERHs3buXG2+8scHrNE1rdEF1eyQ1RDai09zpyxC88KaUYg6yA4OSnm7CvlWrKvazjQou40sAvbhOBgYI4aCKiopMtoqKiiavKSysWZ8wJKTxEdMlJSXEx8cTGxvLLbfcwk8//WSRmK1JEiIb8tJ86MtQ3NCRRy7Hsf8vjHBdBmXgAGmUUIAnXvRjqNRqCtHWLNhkFhsbS1BQkHFbvHhxo482GAzMnj2boUOH0rt37wbPS0xMZOXKlXz22Wd88MEHGAwGhgwZwpkzZyz6UViaNJnZWKDWjt5qMJn8RAwJtg5HiAblk0s+59HhTj+G4av52zokIVyPBYfdnz59msDAQOPuqxc0rs/MmTM5dOgQ27Zta/S8lJQUUlJSjK+HDBlCjx49+Nvf/sYLL7zQ+ritTBIiOxChtSdMReOmSYWdsF9hWjS91WA88CRQa2frcIQQZgoMDDRJiBoza9YsvvzyS7Zu3UqHDh1a9BwPDw/69+/PsWPHWhNmm5HfwHbi6mQoV50hW2XZMBohfmVQeuN/R2lxhGqO1VFSCGfS1sPulVLMmjWLTz/9lI0bN5KQ0PKWDL1ez8GDB4mOjm7xtW1JaojsTKHK4yA70NDQKR0RWntbhyRc2GmVyRkyGaBuxEuz/3lEhHB6bTzKbObMmaxZs4bPPvuMgIAAcnJyAAgKCsLHxweAKVOm0L59e2MfpEWLFnH99dfTpUsXCgoKWLJkCadOneKhhx4yL24rkxoiOxNICNHEo1AcZAcXVY6tQxIuKksdJYP9lFJEDlJjKYQrWr58OYWFhYwYMYLo6Gjj9tFHHxnPycrKIjs72/j60qVLzJgxgx49ejB+/HiKiorYvn07PXv2tMVbaDapIbIzmqbRUw3CgJ5cznCA7fRVQ6SZQrSpU+oIR6mZgTqeROLoauOIhBAAGBRoZtYQGVrWZNaUzZs3m7xeunQpS5cubWlUNudwNUTXTgdeuy1ZssR4TseOHescf/nll20YdctomkYvBhNGNAYMpPMDucq+hysK53FSZRiToQS604XeTj3XkCuUKcKJtPFM1a7E4WqIrq6WA/jmm2+YPn06kyZNMtm/aNEiZsyYYXwdEBDQJvFZipvmRpK6nkPs5jxnOMgOvNVvCNIanwxLCHOcUL+QeWU+rE70pJNm31XcluAqZYoQonEOlxBdOxX4Z599xk033USnTp1M9gcEBDjctOHXctN09FHJHMYTUAQiQ52F9ehVNdnUrDfUiV500nrYOKK24UplinAGlqjhkRqi+jhck9nVcnNz+eqrr5g+fXqdYy+//DKhoaH079+fJUuWUF1d3ei9Kioq6kxjbg80TaM7/enOAGOzhUHpm9WuK0RL6LSaCRcT6ecyydC1LFWm2Gt5IpyANJlZjcPVEF3tvffeIyAggNtvv91k/x/+8AcGDBhASEgI27dvZ+7cuWRnZ/P66683eK/FixezcOFCa4fcKlf336hZPmEH7rjTQw1Cp+lsGJlwdBWqnAIuEqnVTLTmq/njSxcbR2U7lipT7Lk8EQ7OoDC7hqcFnapdiabsuKrhww8/5JFHHjG+/uabb7jhhhuMr7t3785vf/tb3nrrrUbvs3LlSh555BFKSkoanJq8oqLCZGG7oqIiYmNjGcEtdrVe0yV1gX1sRaEIoB19ScFb87V1WMIBlahC0vmBcsrox1DCNPubNK1aVbGZzygsLGz2jLqNaasypaHyJPtCHlFh0g/Q2RQVFREUFGSx72ljzxgVPwt3t8aX2GhKtaGC7069bdV4HZFd1xBNnDiR5ORk4+v27X+dpPD7778nIyPDZC6EhiQnJ1NdXc3JkydJTEys9xwvL68m13GxB+20cPqrGzjIDoq5xC42kKRSCNbCbB2acCB5KocD7EBPNb7444trdBBuqzLFUcoT4YCUoWYz9x6iDrtOiAICAhocyfHuu+8ycOBA+vbt2+R90tPTcXNzIyIiwtIh2kSIFsFgNZIf2U4JhexlC91Vf9prnZq+WLg0pRTH+ZkT/AJAMKEkMQRPzTV+eUuZIhxeG89U7UrsOiFqSFFRER9//DGvvfZanWNpaWns3LmTm266iYCAANLS0pgzZw73338/7do5zygtH82P69RN/MRuznOWX9hHhSp3iWHSonUqVDk/sYt8zgPQnk50o6/0Q0PKFCGEgyZE//rXv1BKMXny5DrHvLy8+Ne//sWCBQuoqKggISGBOXPmkJqaaoNIrUunudNHXc9JDnOSw4QTY+uQhB3LI4d8zqNDR3cGEq3F2TokuyFlinAY0qnaauy6U7Ut1XZgs7dO1Q2pUOUmi28WqwL8CXLqGYZFy9Q0l/1EFHH4aY7RkdLSnaptpbY8kU7VzqlNO1XHPGKZTtXn/ubwP1eW5tDzEIlfXZ0MFap8drGBH9lOpapo5CrhzMpUCQdUmvE7oGkanbXeDpMMCSFEW3LIJjPRuFKKAY2LZLOD9fRSg2RxWBeilOI0xzjGIQzo0eFBLwbZOiwhhCUoLNCp2iKROB1JiJxQjBZPgAriELsopYj9bCNKxdGNvi4zmshVlakSfmYPBVwEoB3hdMI1Z50WwinJKDOrkYTISQVowQxWIznGQU5zjByyuEg2iaq/dKZ1QnVrhXR0JYn2dJJ+ZEII0QySEDkxnaYjkX5EqTh+YR8lFKCn8TXdhGM6RQbHOATU1Ar1ZBA+mp+NoxJCWJzBAJg5saJBJmasjyRELiBIC2Gw+g25nCaKX2uHSlQh3vg6xCg6UZdSylj7055OnOMkcXSVWiEhnJk0mVmNJEQuwk1zI5p442u9qiadH9BTTUfVnVg64yYT9DmEalXNSQ5TzCX6qWFomoaH5kmKGiOJkBDOThIiq5GEyEVdphQ33CinkqMc4DTH6KR6EU2c/FK1UwZl4BwnOcHPVFAOwCXOE0IkgPy7CSGEGSQhclH+WhDXq9Fkc5Lj/Ew5ZfzMbk6RQRfVmzCi5ResnTAo/ZVE6DAVXAbABz+6kkQ7ZC0tIVyKzFRtNZIQuTA3zY32dCJKxXGaY5wkg1KK+JHtpDAaP2QCP1srUyXsZYsxEfLEm44k0p5OsgaZEC5IKQPKzNXqzb3eWUlCJNBp7nSkO+1VJ05ymDJKTGYzzlO5BBOKTpOvS1swKANuWs0k8j744U5Np/eOJBJDgiRCQghhBfIbThh5aJ50JYmrl7erUJdJZxvueNBBdaIDXUyWCRGWU6wKOEMmF8lhiBqDTnNH0zT6qiF44SOJkBCipkO0uU1e0qm6XpIQiTqu7jtUThne+HKZUk5wmJNkEK5iiKEjIUQaazJE6xiUgfOc5QyZxtmlAS5wzjhFgq/mb6vwhBD2RlmgD5EkRPWShEg0KkgLZYgay3nOksURCsnnPGc5z1m88CZJpRCkhdo6TIdToS6TxVGyyaLyyogxDY1w2hNLZ4IJs3GEQgjhWiQhEk3SNI1IOhBJB4pVAec4SQ5ZVFGJLwHG84rUJbzwxkvzsWG09kuvqo39sBSKUxwBajpKtyeBDnSSz04I0TiDATQzO0VLp+p6SUIkWiRACyaRfnRVfSimAA/N03jsMPso4hKBKoQIYggnxqRztqtRSlFKERfJJofTeOFDf4YB4K35kqC6E0A7woiWpkchRPNIk5nVSEIkWsVN0xHEr01leqVHo6bvURH5FJHPMQ7hq/wJJ4Zw2hPsAk1rlaqCfM6TRy755BqHywOUUUK1qsb9Si1RZ623rcIUQghxDUmIhEXoNB3X8Rsq1GUukM0FzpHPecoo4RRHqKCc4CsJlFKKPHIIJszh11GrVOV44GXsiP4Tu8kjx3jcDR3tCCOC9oTT3pgMCSFEayiDAWVmk5nMQ1Q/u6qn/+STTxg9ejShoaFomkZ6enqdc8rLy5k5cyahoaH4+/szadIkcnNzTc7JyspiwoQJ+Pr6EhERwdNPP011tazy3ha8NB86aJ3orw1jODfTh+uJIo5woo3nlFBIOj+wmc/Yob7jF7WXLHWMfHWeSlVhw+gbV62qyFfnOakyOKDS2Ka+ZitfcplS4zmhROJHIHF0pT83MJyJ9NduoL3WCU/Ny4bRuyYpU4TTqV3LzNxN1GFXf66WlpYybNgw7rrrLmbMmFHvOXPmzOGrr77i448/JigoiFmzZnH77bfzww8/AKDX65kwYQJRUVFs376d7OxspkyZgoeHBy+99FJbvh2X5655GDtjX62KCnzw5zIllFBACQUmx7upfsRpXYCa0VjFFOCFD9744o6HVZcU0atqLlNa86wrtVfZ6hTHOGhcP+xapRThS83Q+Fi6EKd1tVp8omWkTBFOx6BAkz5E1qApZX+fzMmTJ0lISGD//v3069fPuL+wsJDw8HDWrFnDHXfcAcDhw4fp0aMHaWlpXH/99XzzzTf87ne/49y5c0RG1ix6uWLFCp599lkuXLiAp6dnfY+so6ioiKCgIEZwi8M369irCnWZAi5STCElV7ZyyujHUMK0mhqlHJXFIXYZr3FDhze+eOODB17E0ZUgLQSAUlVMPrno8MANNxQGlPF/BkKINM7pU6AucpYTVFJBFRVUUUklFeip+au/L0MI12IAyFVnOMgOALzxJZB2BBJy5f/byffDiqpVFZv5jMLCQgIDW99B39ZlSm15kn0hj6iwkFa/D2Gfav99zf2eNucZv/G6C3eteb/HGlKtKtlY8W+rxuuI7KqGqCl79+6lqqqKUaNGGfd1796duLg4Y+GVlpZGnz59jAUXwJgxY3jsscf46aef6N+/f733rqiooKLi1+aawsJCAKqpMrtDv6ifDndCiSKUKOO+aqpww41qVQXUDE/3I4gKyqimCgN6yiimjGIAwonGT9UM/b/EBTJIb/B5PRiIp6pptiqjhGxONRhXBeXGGAIIZgA34IM/HtQtiGrPE5ZXzZXvgZX+brNWmdJQeVJcXISvp0MVu6IZioqKAOt9T00oBZg77F5+qdXHoX4yc3Jy8PT0JDg42GR/ZGQkOTk5xnOuLrhqj9cea8jixYtZuHBhnf3b+NrMqIU1XV171JRf2Msv7G3yPD3VHGYfh9lnTmjCgvLy8ggKCrL4fa1VpjRUnnTrlGCBqIW9stb39GrKoFBmNpnZYcOQXbBZQvThhx/yyCOPGF9/88033HDDDbYKh7lz55Kammp8XVBQQHx8PFlZWVb/gkPNXxixsbGcPn26Taow2/p5tnimsz/PFs9s6+cVFhYSFxdHSEjTzUz2VKbYujyxNVv8LNhSS76nwn7ZLCGaOHEiycnJxtft27dv8pqoqCgqKyspKCgw+YsuNzeXqKgo4zm7dpnWGtSOGKk9pz5eXl54edUdBRQUFNSmP9CBgYFO/TxbPNPZn2eLZ7b189zcmh4Qa09lir2UJ7Zmi58FW2rO99RsyoD5TWYtv37ZsmUsWbKEnJwc+vbty1tvvcXgwYMbPP/jjz9m3rx5nDx5kq5du/LnP/+Z8ePHmxO11dls2H1AQABdunQxbj4+TS9ZMHDgQDw8PNiwYYNxX0ZGBllZWaSkpACQkpLCwYMHOX/+vPGc9evXExgYSM+ePS3/RoQQdkHKFOEKlEFZZGuJjz76iNTUVObPn8++ffvo27cvY8aMMfmZuNr27duZPHky06dPZ//+/dx6663ceuutHDp0yBIfgdXY1TxE+fn5pKen8/PPPwM1BVN6erqxnT4oKIjp06eTmprKpk2b2Lt3Lw888AApKSlcf/31AIwePZqePXvy+9//nh9//JFvv/2W5557jpkzZ9b7F5sQwnlJmSKE+V5//XVmzJjBAw88QM+ePVmxYgW+vr6sXLmy3vP/8pe/MHbsWJ5++ml69OjBCy+8wIABA3j77bfbOPKWsauE6PPPP6d///5MmDABgHvuuYf+/fuzYsUK4zlLly7ld7/7HZMmTeLGG28kKiqKTz75xHhcp9Px5ZdfotPpSElJ4f7772fKlCksWrSoRbF4eXkxf/78NivwnP15tnimsz/PFs90tOfZS5lii++GLcn7tZ5qVUG1wcztygS4RUVFJtvVIyNrVVZWsnfvXpORmG5ubowaNYq0tLR6Y0xLSzM5H2pGZjZ0vr2wy3mIhBBCCPGr8vJyEhISGh0t3RL+/v6UlJSY7Js/fz4LFiww2Xfu3Dnat2/P9u3bjc3IAM888wxbtmxh586dde7t6enJe++9x+TJk437/vrXv7Jw4cI6s8DbE4cadi+EEEK4Im9vb06cOEFlZaVF7qeUqjPrv6vU6DVEEiIhhBDCAXh7e+Pt7d2mzwwLC0On09Wp2bl6JOa1oqKiWnS+vbCrPkRCCCGEsB+enp4MHDjQZCSmwWBgw4YNJk1oV0tJSTE5H2pGZjZ0vr2QGiIhhBBCNCg1NZWpU6cyaNAgBg8ezBtvvEFpaSkPPPAAAFOmTKF9+/YsXrwYgCeeeILhw4fz2muvMWHCBP71r3+xZ88e3nnnHVu+jSa5ZA3RJ598wujRowkNDUXTNNLT0+ucU15ezsyZMwkNDcXf359JkybVqQLMyspiwoQJ+Pr6EhERwdNPP011dXWTz9c0rd5tyZIlxnM6duxY5/jLL7/c6vc8bdq0OvcbO3asyTn5+fncd999BAYGEhwczPTp0+t0umuOqqoqnn32Wfr06YOfnx8xMTFMmTKFc+fOmZxn6fd4tWXLltGxY0e8vb1JTk6uM7GeORYvXsx1111HQEAAERER3HrrrWRkZJicM2LEiDrv7dFHH23V8xYsWFDnXt27dzceb853tSXq+3fRNI2ZM2da7L1t3bqVm2++mZiYGDRNY+3atSbHlVI8//zzREdH4+Pjw6hRozh69KjJOZb6vrYFa34fbckS/46OpDk/+5b+ebQHd999N6+++irPP/88/fr1Iz09nXXr1hmXsMnKyiI7O9t4/pAhQ1izZg3vvPMOffv25T//+Q9r166ld+/etnoLzaNc0Pvvv68WLlyo/v73vytA7d+/v845jz76qIqNjVUbNmxQe/bsUddff70aMmSI8Xh1dbXq3bu3GjVqlNq/f7/6+uuvVVhYmJo7d26Tz8/OzjbZVq5cqf5/e/ceFFUVxwH8uyi7PhBWHrIggSsIlQoqyg4+S0wXTTCbUclMM/GRlKY5DFpDOo0yWuhYDdOUQqOOmuVrfDUirI9AS4LwSbKBjsrDoF1xUGHh1x8ON6+Au+xe3r/PzM6w517OuT/uObs/7u45VyaTkV6vF/bx8fGhdevWifZ78OCB1THPnTuXtFqtqL7y8nLRPlqtloKCguj8+fN09uxZ8vPzo6ioqCa3ZTAYaMKECbR37166fv06ZWZmUkhICAUHB4v2kzrGOnv27CG5XE7bt2+nK1euUHR0NCmVSiopKbG5biKiSZMmUXJyMl2+fJlycnJo8uTJ5O3tLTr2cePGUXR0tCg2o9FoVXvx8fE0cOBAUV337t0Ttpvrq01VWloqauvkyZMEgNLT0yWL7dixY7RmzRrav38/AaADBw6ItickJJCTkxMdPHiQ/vzzT4qIiCC1Wk0PHz4U9pGqvza35u6PrUmK89ieWDL2pR6PrOV0yoSoTkFBQYMJkcFgIHt7e9q3b59Qdu3aNQJAmZmZRPTkhcDOzo6Ki4uFfZKSksjR0ZEeP37cpOOIjIyk8ePHi8p8fHxo8+bNTQvoOebOnUuRkZGNbr969SoBoN9//10oO378OMlkMrpz547N7f/2228EgG7evCmUSR1jnZCQEFq6dKnwvKamhjw9PWnDhg2St0X0JIEAQKdPnxbKxo0bR8uWLZOk/vj4eAoKCmpwmyV91VbLli0jX19fqq2tJSJpYyOiem+ktbW1pFKpaNOmTUKZwWAghUJBu3fvJqLm769Saun+2FqsOY/t3bNjvyXGI2s+nfIjM3OysrJQXV0tWljqxRdfhLe3t7CwVGZmJgYPHiy6C/akSZNw//59XLlyxeK2SkpKcPToUbz33nv1tiUkJMDFxQVDhw7Fpk2bLPo47nl0Oh369OmDgIAALFmyBGVlZcK2zMxMKJVKDB8+XCibMGEC7OzsGlxnoqmMRiNkMlm9u4pLHaM1i4jZymg0AkC9Gzvu2rULrq6uGDRoEOLi4lBZWWl1Gzdu3ICnpyf69++P2bNn49atWwAs66u2qKqqws6dOzF//nzRFF0pY3tWQUEBiouLRTE5OTlBo9GIxl9z9leptEZ/bCssOY/t3bNjv7nHI2te/KXqBhQXF0Mul9d783Z3dxcWxSouLhYlQ3Xb67ZZ6ocffkCvXr0wffp0UfmHH36IYcOGwdnZGRkZGYiLi0NRURESExOtiAjQarWYPn061Go19Ho9Vq9ejfDwcGRmZqJLly4oLi5Gnz59RL/TtWtXODs727wQ2KNHjxAbG4uoqCjRjR6ljhEA/vnnH9TU1DR4bq5fv251vY2pra3F8uXLMWrUKNHn42+99RZ8fHzg6emJ3NxcxMbGIi8vT7QCsqU0Gg1SUlIQEBCAoqIirF27FmPGjMHly5ct6qu2OHjwIAwGA+bNmyeUSRlbQ+qOu6Fz+PT4a67+KqWW7o9tiSXnsT1raOw393hkzavDJ0S7du3CokWLhOfHjx/HmDFj2kz727dvx+zZs+utLbFixQrh58DAQMjlcixatAgbNmwwu3hWQ23OmjVLeD548GAEBgbC19cXOp0OYWFhVsfXWHt1MVZXV2PGjBkgIiQlJUkWY1uxdOlSXL58GefOnROVL1y4UPh58ODB8PDwQFhYGPR6PXx9fZvURnh4uPBzYGAgNBoNfHx88OOPP1p0A1NbbNu2DeHh4fD09BTKpIyNsfaqsbHP2q8OnxBFRERAo9EIz/v27Wv2d1QqFaqqqmAwGESZ/tMLS6lUqnozRepmEjy9+NTz2j979izy8vKwd+9es8ek0WhgMplQWFiIgICA5+5rScz9+/eHq6sr8vPzERYWBpVKVe/OxSaTCeXl5WYX02qsvbpk6ObNm0hLSxNdHbI1xsZYs4iYtWJiYnDkyBGcOXMGXl5ez9237u+Tn59vc9KgVCrh7++P/Px8vPbaa2b7qrVu3ryJ1NRUs1d+pIwN+H/8lJSUwMPDQygvKSnBkCFDhH2s7a8tqSX7Y1tjyXlsrxob+5a8d7C2q8N/h6hXr17w8/MTHpb8Rx0cHAx7e3vRwlJ5eXm4deuWsLBUaGgoLl26JHpRPnnyJBwdHfHyyy9b1P62bdsQHByMoKAgs8eUk5MDOzu7eh8TWBvz7du3UVZWJrxQhYaGwmAwICsrS9gnLS0NtbW1omTH0vbqkqEbN24gNTUVLi4uksbYGGsWEWsqIkJMTAwOHDiAtLQ0qNVqs79Tt7TD028M1nrw4AH0ej08PDws6qvWSk5ORp8+fYQbozZGytgAQK1WQ6VSiWK6f/8+Lly4IBp/1vbXltQS/bGtsuQ8tjfmxn5zjkfWAlr5S92toqysjLKzs+no0aMEgPbs2UPZ2dlUVFQk7LN48WLy9vamtLQ0unjxIoWGhlJoaKiwvW7a/cSJEyknJ4dOnDhBbm5uFk27JyIyGo3Uo0cPSkpKqrctIyODNm/eTDk5OaTX62nnzp3k5uZG77zzjlXxVlRU0Mcff0yZmZlUUFBAqampNGzYMBowYAA9evRI2E+r1dLQoUPpwoULdO7cORowYIBV05irqqooIiKCvLy8KCcnRzQ9u24GntQxPm3Pnj2kUCgoJSWFrl69SgsXLiSlUimaEWiLJUuWkJOTE+l0OlFslZWVRESUn59P69ato4sXL1JBQQEdOnSI+vfvT2PHjrWqvZUrV5JOp6OCggL69ddfacKECeTq6kqlpaVEZL6vWqOmpoa8vb0pNjZWVC5VbBUVFZSdnU3Z2dkEgBITEyk7O1uYhZiQkEBKpZIOHTpEubm5FBkZ2eC0eyn6a3Nr7v7YmqQ4j+2JubFP1DzjkbWMTpkQJScnE4B6j/j4eGGfhw8f0vvvv0+9e/emHj160BtvvCFKmIiICgsLKTw8nLp3706urq60cuVKqq6utugYvv32W+revTsZDIZ627Kyskij0ZCTkxN169aNXnrpJVq/fr0oeWmKyspKmjhxIrm5uZG9vT35+PhQdHR0vRfksrIyioqKIgcHB3J0dKR3332XKioqmtxe3XIGDT3q1rKROsZnffXVV+Tt7U1yuZxCQkLo/PnzktRLRI3GlpycTEREt27dorFjx5KzszMpFAry8/OjVatWWb0O0cyZM8nDw4Pkcjn17duXZs6cSfn5+cJ2S/pqU/3yyy8EgPLy8kTlUsWWnp7e4N9w7ty5RPRkyvann35K7u7upFAoKCwsrN6xSNVfW0Jz9sfWJMV5bE/MjX2i5hmPrGXIiIia9RIUY4wxxlgb1+G/Q8QYY4wxZg4nRIwxxhjr9DghYowxxlinxwkRY4wxxjo9TogYY4wx1ulxQsQYY4yxTo8TIsYYY4x1epwQMcYYk5xMJoNMJqt35/em0ul0Ql3Tpk2T5NgYawgnRKxDKCwsFF40pbhxpFQv5oy1dfPmzRP6+9MPrVZbb1+1Wo3U1FQhSTEYDM+tOzk5GX/99ZfwPDs7G0OHDoWDgwOmTp2K8vJyYZvJZEJwcHC9m2aPHDkSRUVFmDFjhm2BMmYGJ0SsQ0lNTRXdWNFaRUVF2LJli+0HxFg7oNVqUVRUJHrs3r1btE9ubi7+/fdfjBs3zuJ6lUql6GbNCxYswPjx4/HHH3/AaDRi/fr1wrYvv/wSo0aNQkhIiKgOuVwOlUpl0Y25GbNF19Y+AMak5OLiAhcXF5vrUalUcHJykuCIGGv7FAoFVCrVc/c5dOgQtFot7O3trW7n2rVr2LVrF/z9/REVFYUjR44AAP7++29s27YNWVlZVtfNmK34ChFrc+7duweVSiX67zEjIwNyubzJV3/mzZuHadOmYf369XB3d4dSqcS6detgMpmwatUqODs7w8vLC8nJyVKHwViHcvjwYURGRtpUR1BQEE6ePAmTyYRTp04hMDAQALB48WJs3LgRvXr1kuJQGbMKJ0SszXFzc8P27dvx2Wef4eLFi6ioqMCcOXMQExODsLCwJteXlpaGu3fv4syZM0hMTER8fDxef/119O7dGxcuXMDixYuxaNEi3L59uxmiYaztO3LkCBwcHESPp/8huXPnDnJzcxEeHm5TO99//z1++ukn+Pr6Qi6XIy4uDjt27ECPHj0wYsQITJo0CX5+fvjkk09sDYmxJuOPzFibNHnyZERHR2P27NkYPnw4evbsiQ0bNlhVl7OzM7Zu3Qo7OzsEBARg48aNqKysxOrVqwEAcXFxSEhIwLlz5zBr1iwpw2CsXXj11VeRlJQkKnN2dhZ+Pnz4MEaPHm3zJIOBAwfi9OnTwvOysjLEx8fjzJkz+OCDDzBy5Ejs378fI0aMgEajwdSpU21qj7Gm4ISItVlffPEFBg0ahH379iErKwsKhcKqegYOHAg7u/8vhrq7u2PQoEHC8y5dusDFxQWlpaU2HzNj7VHPnj3h5+fX6PbDhw8jIiJC8nZXrFiB5cuXw8vLCzqdDp9//jl69uyJKVOmQKfTcULEWhR/ZMbaLL1ej7t376K2thaFhYVW1/Psl0BlMlmDZbW1tVa3wVhH9eDBA6Snp9v8/aFnnTp1CteuXUNMTAwAoKamBtXV1QCA6upq1NTUSNoeY+bwFSLWJlVVVeHtt9/GzJkzERAQgAULFuDSpUuiKbyMMWk8fvwYxcXForKuXbvC1dUVJ06cgL+/P/r16ydZe48ePUJMTAx2794tXL0dNWoUvvnmGyxduhQ///wzEhMTJWuPMUvwFSLWJq1ZswZGoxFbt25FbGws/P39MX/+/NY+LMY6pBMnTsDDw0P0GD16NIAn0+2f/bis7mpq167W/U+9du1aTJkyRbSI6tatW5GTk4OxY8di6tSpePPNN60LhjEr8RUi1ubodDps2bIF6enpcHR0BADs2LEDQUFBSEpKwpIlS1r5CBnrOFJSUpCSktLgNpPJhGPHjuH48eOi8tLSUmE2mjUamiDh5+dXb5VqxloSJ0SszXnllVeE7xLU6devH4xGY5PrauiFXqfT1Suz5TtKjHVU5eXl+OijjzBixAgATz5a0+v1+Prrry1aAiMqKgouLi42LWlx9uxZhIeH4/Hjx5gyZYrV9TBmjoyIqLUPgjFbFRYWQq1Wo3v37hgyZAgyMjJsqs/BwQEmkwndunUze78mxjqLgwcPYs6cORg5ciS+++47eHt7N7pvfn4+gCezONVqtdVtPnz4EHfu3AHwZFyaW1GbMWtxQsQ6BJPJJFzlUSgUeOGFF2yqT6oXc8YYY+0DJ0SMMcYY6/R4lhljjDHGOj1OiBhjjDHW6XFCxBhjjLFOjxMixhhjjHV6nBAxxhhjrNPjhIgxxhhjnR4nRIwxxhjr9DghYowxxlin9x+19iU0IwLo+wAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0 0.0\n"
     ]
    }
   ],
   "source": [
    "#入力データのグラフの出力\n",
    "E = E *0.0\n",
    "R_i = 1.0\n",
    "E = E_CWtoFL * R_i\n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "plt.imshow(E.T,vmin=0.0, vmax=20.0)\n",
    "plt.colorbar (label=\"E/J [%]\")\n",
    "\n",
    "plt.xlabel('x [m]')\n",
    "plt.ylabel('y [m]')\n",
    "plt.xticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "plt.yticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "\n",
    "theta2 = np.linspace(0, 2*np.pi, 100)\n",
    "a = 2*r * np.cos(theta2) + 200\n",
    "b = 2*r * np.sin(theta2) + 200\n",
    "plt.plot(a,b, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "theta3 = np.linspace(0, 2*np.pi, 100)\n",
    "c = 4*r * np.cos(theta2) + 200\n",
    "d = 4*r * np.sin(theta2) + 200\n",
    "plt.plot(c,d, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "x = np.linspace(0, 401, 401)\n",
    "\n",
    "# create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axtop = divider.append_axes(\"top\", size=1.0, pad=0.3, sharex=ax)\n",
    "plt.title(\"\\\"CW to floor \\\" θ = {}, R = {}\".format(theta,R_i))\n",
    "# plt.title(\"max = {}\".format(np.max(E)))\n",
    "plt.ylabel('E/J [%]')\n",
    "axright = divider.append_axes(\"right\", size=1.2, pad=0.5, sharey=ax)\n",
    "\n",
    "\n",
    "axtop.plot(x, E[:,200]) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axtop.axis([0,400, 0, 20])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "axright.plot(E[200], x) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axright.axis([0, 20, 0, 400])\n",
    "\n",
    "\n",
    "# plt.tight_layout()\n",
    "\n",
    "plt.show()\n",
    "\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0007071067811865478 0.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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QGTNmKOqGDBlCAJCPPvpIUt6iRQvSqlUrYf3gwYMEAFm/fr2kXVJSkmp5aY+zZcsWAoDMmTNH0u7VV18lDMOQy5cvC2WhoaFkyJAhwvrs2bOJm5sbuXjxomTbDz74gGg0GnLjxg2zfTRHbGwsAWByGT9+vNntZ8yYYXZ7fgkNDbWoP++99x4JCwsj+fn5hBD9tejZs6eiXa9evciCBQvIli1byFdffUU6duxIAJBJkyaVeIyePXsq7mtCCMnLyyMAyAcffGBRX8XwfwezZs0i9+/fJ+np6eTgwYOkTZs2BADZtGmTxfuwZNm3b59V/XNzc5PcUyVhi2tEKXuys7MJAJJ6NoCcvRFk0ZJ6NoAAINnZ2fbufqWEWsJKICcnBwAssoLxdOjQAcnJydDpdGAYBn/88QcWL14s1C1YsACA3ipw8uRJ/Pvf/y51/3bu3AlAP2GqmAkTJmDx4sXYsWMHnn/+eZPbd+zYET///DMAvVXhzz//xIIFC7Bv3z4cPHgQDRs2xMGDB+Ht7S1xQYnn2crOzkZRURE6d+6M3bt3Izs7G15eXqU+J/682rZtK/n17O7ujpEjR2Ly5Mn466+/FC6xskA+Wq5jx4745ptvhPVNmzbBy8sLL774osQa1KpVK7i7u2Pfvn14/fXXn/o4O3fuhEajwbvvvitpN2HCBPz444/YtWuXxDIpZtOmTejYsSOqVasm6WNsbCzmz5+PAwcOYNCgQSX2UQ2GYRASEoKvvvpKUs5xHOLi4kp0Zw0ePNgii4gl87hdvHgRy5Ytw3fffQcnJyezbbdu3SpZHzZsGLp3745PPvkEY8aMQa1atUxu++TJE9X984MAnjx5UmJfTTFjxgzJiGl3d3csWbIEr776aonbBgQEIDk52aLjNG/evNR9tARbXiNK2cO7Gi1tS7EdVISVAD9X1qNHjyzeJiYmBps3b8bJkyfh4OCA7OxsdOjQAYB+otI7d+7g2rVruHr1KoqLi5/KTH/9+nWwLIt69epJygMCAuDt7Y3r16+b3b5jx45ITEzE5cuXceXKFTAMg+joaHTs2BEHDx7EiBEjcPDgQXTo0EEy4eqhQ4cwY8YMpKSkKNxLZSHCrl+/LsQZieHdHdevXy9zEebs7Cy4eHmqVasmifW6dOkSsrOz4efnp7qPe/fulclxrl+/jqCgIIX4F5+/KS5duoRTp04pjmFNH03h6ekJjUYjuNp5cnNzhXpz1KlTB3Xq1Cn18cWMHTsW7du3R9++fa3elmEYIbXJ/v37zQbsu7i4qMZX5ufnC/WlZeTIkejXrx/y8/Oxd+9eLF++XBEbaApnZ2fF52AvbHmNKGUPRxhwxDJxZWk7SumgIqwEGjZsCAA4ffq0xduI48IcHR3h4+Mj7CcyMhKurq74/fffcfXqVUn7p6G0AbX8sQ8cOIC///4bLVu2hJubGzp27Ijly5cjNzcXJ06ckAQ9X7lyBV26dEHDhg3xySefIDg4GI6Ojti5cyc+/fTTpw7+theWjN7iOA5+fn5Yv369ar0p4WPtcZ4GjuPw4osvYtKkSar1lqZlUKNu3brYtWsXCCGSe+7mzZtCvTlyc3MFwWYOjUZj9lru3bsXSUlJ+OmnnyQ5/YqLi/HkyRNcu3YNPj4+ZkVhcHAwAJQYVxUYGIh9+/YpzplP4xAUFFTi+ZgiPDxcEFIvvfQSNBoNPvjgAzz//PNo3bq12W11Oh3u379v0XF8fHzg6OhY6n6WhC2vEaXsoZawigMVYSVQv359NGjQAD///DOWLVtm0dDtli1bCkLLyckJ0dHRwheTVqtFmzZtcOjQIVy9ehV+fn4WPRRNiazQ0FBwHIdLly5JgmIzMjKQlZWF0NBQs/sNCQlBSEgIDh48iL///lsYndWpUyckJCRg06ZN0Ol06NSpk7DNtm3bUFBQgK1btyIkJEQoL8us6aGhobhw4YKi/Pz580K9tZRWqIqpW7cufv31V3To0MGmv+5DQ0Px66+/4tGjRxJrmCXnX7duXeTm5trEStKhQwcsXLgQf/31Fxo3biyU86PfeIuvKRYvXizkajNHaGioasJknhs3bgCAYhQvoB95GhYWhk8//RTjxo0zuY+///4bQMnCOTIyEl9++SXOnTuHiIgIoTw1NVWoLys+/PBDfPHFF5g6dSqSkpLMtr1586bF6UD27dtn09x45XmNKE+PDix0FiZHsMwuSyktNEWFBcyaNQsPHz7Em2++ieLiYkX9L7/8gu3btwvrWq0WUVFROHToEA4dOoT27dtL2rdv3x4HDhzAH3/8UeJDi8fNzQ0AFBnze/ToAQCKEW+ffPIJAKBnz54l7rtjx47Yu3cvjhw5IoiwyMhIeHh4YP78+XBxcRFGcwJGSw4RpUrIzs7GmjVrLDoXS+jRoweOHDkiGdqel5eHVatWoXbt2pIvekvhk+E+zawDr732GnQ6HWbPnq2oKy4uLrMZDfgEnnzOJZ5PP/0UDMOge/fuZvuYkpKC3bt3K+qysrJU72FL6dq1K/z9/SWjM4uLi7FixQp06NChRFEwePBgJCcnl7iYsjTyvPDCC9i8ebNiqVGjBlq3bo3NmzejV69eAPSWLrmLr6ioCPPnz4ejo6MkZjI7Oxvnz59Hdna2UNanTx84ODhI8nYRQpCYmIiaNWsq/r6fBm9vb7z11lvYvXu3JJWNGnxMmCVLWcaE2fsaUZ4eYnBHWrIQ6o60KdQSZgH9+/fH6dOn8fHHH+PEiRMYOHCgkDE/KSkJe/bswYYNGyTbxMTECJYhudBq37495s2bJ7SzBF4EffjhhxgwYAAcHBzQq1cvNG/eHEOGDMGqVauQlZWFzp0748iRI1i3bh3i4+PNBuXzdOzYEevXrwfDMEJ/NBoN2rdvj927d+O5556TuDK6du0KR0dH9OrVC2+99RZyc3PxxRdfwM/Pr1SZttX44IMP8N1336F79+5499134ePjg3Xr1uHq1av43//+J4lPsxQXFxdERERg48aNqF+/Pnx8fNCkSROrYss6d+6Mt956C/PmzcPJkyfRtWtXODg44NKlS9i0aROWLVtmUVB1SfTq1QvPP/88PvzwQ1y7dg3NmzfHL7/8gp9//hnjxo0z6/abOHEitm7dipdeeglDhw5Fq1atkJeXh9OnT+PHH3/EtWvXhDQn1uLs7IxFixZh8ODBKCoqQkxMDL7//nucOXPGohxhZRUTxltw5YwbNw7+/v6Ij48XyrZu3Yo5c+bg1VdfRVhYGDIzM7FhwwacOXMGc+fOlaS22Lx5M4YNG4Y1a9YI0/bUqlUL48aNw6JFi1BUVIQ2bdpgy5YtOHjwINavXy9xL/OpS8TbW8vYsWOxdOlSzJ8/H99//73JdmUdE7Zt2zb8+eefAPQi9dSpU5gzZw4AoHfv3kI6l6e9RhT7Q92RFQh7Ds181tizZw/p06cP8fPzI1qtltSoUYP06tWL/Pzzz4q2u3fvJgCIVqsleXl5krqHDx8ShmH0Q4VTUy0+/uzZs0nNmjUJy7KSdBVFRUVk1qxZJCwsjDg4OJDg4GAyefJkYdh+SZw9e5YAII0aNZKUz5kzhwAg06ZNU2yzdetW0qxZM+Ls7Exq165NFixYQFavXq1Io1HaFBWEEHLlyhXy6quvEm9vb+Ls7Ezatm1Ltm/frmgHC1NUEELI4cOHSatWrYijo6MkXcWQIUOIm5uboj2fUkHOqlWrSKtWrYiLiwvx8PAgTZs2JZMmTSJ37twxe3xrjvPo0SMyfvx4EhQURBwcHEh4eDhZtGgR4ThO0k6eooLfdvLkyaRevXrE0dGR+Pr6kvbt25PFixeTwsJCs320hLVr15L69esTZ2dn0rp16xJToZQXaikqjh07Rnr16kVq1qxJHB0dibu7O4mJiSE//PCDYvs1a9ao3p86nY7MnTuXhIaGEkdHR9K4cWPy7bffKrb/7LPPCACSlJRktp/838GiRYtU64cOHUo0Go0kFYmt4dOnqC3i6/G014hiP/gUFbtOhZEDV+tatOw6FUZTVNgQhhAL0m9TKBQKpURee+01XLt2DUeOHLF3VygUBTk5OfDy8sKOU3Xg5mGZdTLvkQ49m/2N7OzsEkc/U6yHuiMpFAqlDCCEYP/+/fj222/t3RUKxSzUHVlxoCKMQqFQygCGYZ4qBxuFUl7oCAsdsXB0JHWW2RQqwigUCoVCqUJwVkzMTSfwti00RQWFQqFQKFUIzpAnzJKFK6VMWLlyJWrXrg1nZ2dERUWVGCe5adMmNGzYEM7OzmjatKkwJR8PIQTTp09HYGAgXFxcEBsbi0uXLknaZGZmYtCgQfD09IS3tzeGDx8uSQ49c+ZMMAyjWPgUUPaAijAKhUKhUKoQvDvS0sVaNm7ciISEBMyYMQPHjx9H8+bNERcXZ9Jdf/jwYQwcOBDDhw/HiRMnEB8fj/j4eJw5c0Zos3DhQixfvhyJiYlITU2Fm5sb4uLihKmxAGDQoEE4e/YskpOTsX37dhw4cAAjR44U6t977z3cvXtXskRERKBfv35Wn2NZQUdHUigUCoVSBeBHR2442QSuFo6OfPxIh9cjz1g1OjIqKgpt2rQRkk1zHIfg4GCMGTMGH3zwgaJ9//79kZeXJ0l63q5dO0RGRiIxMRGEEAQFBWHChAl47733AOiTBvv7+2Pt2rUYMGCAMFvD0aNHhSm/kpKS0KNHD9y6dUt16qw///wTkZGROHDggJCovLyhMWE2guM43LlzBx4eHmUyXQ6FQqHYGkIIHj16hKCgoFIlRKY8G+gIA52FmfD5djk5OZJyJycnODk5KdoXFhYiLS0NkydPFspYlkVsbKxkBhQxKSkpSEhIkJTFxcVhy5YtAICrV68iPT1dkpzYy8sLUVFRSElJwYABA5CSkgJvb2/JnKuxsbFgWRapqal4+eWXFcf98ssvUb9+fbsJMICKMJtx584dYYJgCoVCeZa4efMmatWqZe9uUGyEdXNH6p1l8ufZjBkzMHPmTEX7Bw8eQKfTwd/fX1Lu7+8vzH0rJz09XbV9enq6UM+XmWvj5+cnqddqtfDx8RHaiMnPz8f69etVLXPlCRVhNoKfdPnmzZs0wR2FQnkmyMnJQXBwsGTSeErlgyMsOAtjvThDxJL8WaZmBXuW2Lx5Mx49eoQhQ4bYtR9UhNkI3gXp6elJRRiFQnmmoCEUFDmWPst8fX2h0WiQkZEhKc/IyJDM0yomICDAbHv+NSMjA4GBgZI2kZGRQht54H9xcTEyMzNVj/vll1/ipZdeUljXyhvq9KdQKBQKpQphaXoKa9yWPI6OjmjVqhX27NkjlHEchz179iA6Olp1m+joaEl7AEhOThbah4WFISAgQNImJycHqampQpvo6GhkZWUhLS1NaLN3715wHIeoqCjJvq9evYp9+/Zh+PDhVp2bLaCWMAqFQqFQqhAcYHFgPleK/SckJGDIkCFo3bo12rZti6VLlyIvLw/Dhg0DAAwePBg1a9bEvHnzAABjx45F586dsWTJEvTs2RPff/89jh07hlWrVgHQW2bHjRuHOXPmIDw8HGFhYZg2bRqCgoIQHx8PAGjUqBG6deuGESNGIDExEUVFRRg9ejQGDBigGBm5evVqBAYGonv37qU4u7KFijAKhUKhUKoQnBVJWEuTrLV///64f/8+pk+fjvT0dERGRiIpKUlw/d24cUMy+rZ9+/bYsGEDpk6diilTpiA8PBxbtmxBkyZNhDaTJk1CXl4eRo4ciaysLMTExCApKQnOzs5Cm/Xr12P06NHo0qULWJZF3759sXz5cun5cBzWrl2LoUOHQqOxLE2HLaF5wmwEn4+FzjxPoVCeFej3VuWG/3xXpEXBxd0yG8yT3GKMbpVK7wkbQS1hFAqFQqFUIejckRUHKsIoFAqFQqlCWDMdUWmmLaJYDhVhFAqFQqFUIaxL1kpFmC2hIoxCoVAolCoERxhwlo6OtLAdpXRQEUahUCgUShWCs8ISVprRkRTLoSKMQqFQKJQqhHXTFlERZkuoCKNQKBQKpQqhAwOdhaMeLW1HKR1UhFEoFAqFUoWglrCKAxVhFAqFQqFUIXSw3MKls21XqjxUhFEoFAqFUoWglrCKAxVhFAqFQqFUIWiy1ooDFWEUCoVCoVQhiBXTFhEamG9TqAijUCgUCqUKQS1hFQeLRNgrr7xi9Y4TExPh5+dn9XYUCoVCoVBsB82YX3GwSIRt2bIFr732GlxcXCza6YYNG5Cbm0tFGIVCoVAoFQw6d2TFwWJ35PLlyy0WVT/++GOpO0ShUCgUCsV2UEtYxcEiEbZv3z74+PhYvNNdu3ahZs2ape4UhUKhqFGs45D1pAhZjwvxz+Mi/JNXiKzHRcjJL0JBMWdYdCgo0r8W6wg0LAOGYcAyAGt4dXLQwM1RCzcnDdyctHBz0sLdSYNqro6o4eEEX3cnODto7H26FIpN4MBaPCcknTvStlgkwjp37mzVTmNiYkrVGQqFUrUpLOZw/WEe/n6Qh9v/PMGdrCe4k/0Et7PycSfrCe4/Kii3vng4a1HDwwk13J1Q09sFIdVdEeJjXGp4OIFhqJWA8uyhIwx0Flq4LG1HKR1PNTpyx44d2L9/P3Q6HTp06IC+ffuWVb8oFEolhhCCG5mPcfp2Nv66k4NL93Jx5V4urmc+ho4jJW7v6axFNTdHeLs6opqrAzydHeDswMJJqxFenbQsNBoGhAAcR6AjBJzhfUGxDrkFOuQVFONxYTFyC/TLP3lFuJ9bgMJiDo/yi/Eovxh/389T7YOHsxYN/D1QP8BD/+rvgYggT3i5OJT15aJQyhTqjqw4lFqETZs2DT/99BN69uwJQgjGjx+P/fv347PPPrNqPytXrsSiRYuQnp6O5s2b47PPPkPbtm1Ntt+0aROmTZuGa9euITw8HAsWLECPHj2EekIIZsyYgS+++AJZWVno0KEDPv/8c4SHhwttMjMzMWbMGGzbtg0sy6Jv375YtmwZ3N3dAQDXrl1DWFiY4tgpKSlo166dVedHoVCA7MdFOHItE8euZ+LM7WycvpWNnPxi1bbuTlrUqeGG4GquCPJ2RpC3C4K8XVDT2wUBXs7wdnGAVmM7FwkhBDn5xbj/qAAPcguQkZOP21lPcOPhY9zI1C93sp7gUX4xjl3/B8eu/yPZvm4NN7QIqYbIYG9EBnujYYCHTftLoVgLsSJjPqEpKmyKxSLs2LFjaN26tbC+ceNG/Pnnn8KIyaFDh+K5556zSoRt3LgRCQkJSExMRFRUFJYuXYq4uDhcuHBBdRDA4cOHMXDgQMybNw8vvfQSNmzYgPj4eBw/fhxNmjQBACxcuBDLly/HunXrEBYWhmnTpiEuLg5//fUXnJ2dAQCDBg3C3bt3kZycjKKiIgwbNgwjR47Ehg0bJMf79ddf0bhxY2G9evXqFp8bhVKVyX5chMNXHiD1aib++PshLmQ8ApEZuBw1LBoGeqBJTS/U93NHPT8P1PNzh7+nfd18DMPAy8UBXi4OqOfnrtqmsJjD3w9ycSH9ES5mPMKF9FycT8/BrX+e4Mr9PFy5n4cf024BADyctIiqUx3t61ZHh3q+qO/vTt2YFLuiA2PF3JH0XrUlDCHyr0Z1WrdujZiYGMydOxeurq7o1q0bYmJi0K9fPxQWFmLlypU4ceIEUlNTLT54VFQU2rRpgxUrVgAAOI5DcHAwxowZgw8++EDRvn///sjLy8P27duFsnbt2iEyMhKJiYkghCAoKAgTJkzAe++9BwDIzs6Gv78/1q5diwEDBuDcuXOIiIjA0aNHBVGZlJSEHj164NatWwgKChIsYSdOnEBkZKTF5yMmJycHXl5eyM7OhqenZ6n2QaE8KxBCcCHjEfaev4d95+8h7fo/kHsV69RwQ1SYD5rV8kbTml6o7+8BR23l+pX9ILcAf97MwknR8khm8fN1d0Sn8Bp4McIfnerXgJtTxcmZTb+3Kjf85zts/2twdHe0aJvC3EKsee4Hek/YCIu/AVNTUxEYGIiWLVti27ZtWL16NU6cOIH27dujY8eOuHXrlsKSZI7CwkKkpaUhNjbW2BmWRWxsLFJSUlS3SUlJkbQHgLi4OKH91atXkZ6eLmnj5eWFqKgooU1KSgq8vb0lVr3Y2FiwLKsQkL1794afnx9iYmKwdetWs+dTUFCAnJwcyUKhVGYIIThx4x98tO0vxCzYh25LD2Jh0gUcvaYXYOF+7hgcHYqVr7fEkQ+7YO+E5zDvlWYY2DYETWp6VToBBgC+7k7o0sgfE7o2wDfDo3ByeldsHd0BH3RviI7hvnB2YPEgtxA/nbiNd9YfR4vZyRi25gi+O3IDD3LLb9ABpWrDT+Bt6VIaVq5cidq1a8PZ2RlRUVE4cuSI2fabNm1Cw4YN4ezsjKZNm2Lnzp2SekIIpk+fjsDAQLi4uCA2NhaXLl2StMnMzMSgQYPg6ekJb29vDB8+HLm5uYr9LF68GPXr14eTkxNq1qyJjz/+uFTnWBZY/BNMo9Hg/fffR79+/fDOO+/Azc0NK1asQFBQUKkO/ODBA+h0Ovj7+0vK/f39cf78edVt0tPTVdunp6cL9XyZuTZyV6dWq4WPj4/Qxt3dHUuWLEGHDh3Asiz+97//IT4+Hlu2bEHv3r1V+zZv3jzMmjXLklOnUJ5ZCCE4n/4IW/+8g21/3sGtf54IdU5aFu3rVscLDf3wXAM/BPu42rGnFQMNy6BZLW80q+WNtzvXRUGxDsevZ2HPuQwkn8vA9YePse/Cfey7cB9Tt5xBp3BfvNKyFl6M8KcpMig2g7Ni7khL24mpyKFGY8eOxS+//ILFixejadOmyMzMRGZmptXnWFZYbQevU6cOdu/ejW+++QadOnXC+PHjMWrUKFv0zW74+voiISFBWG/Tpg3u3LmDRYsWmRRhkydPlmyTk5OD4OBgm/eVQikPsp8U4eeTt/HdkZs4d9do5XV11ODFCH/0bBqIjuE14OJIhYM5nLQaRNetjui61fFhz0a4dC8XyX9lYPfZdJy6lS0IMncnLbo3CcBrbYLROrQajSGjlCm2TlHxySefYMSIERg2bBgA/TSGO3bswOrVq1VDjZYtW4Zu3bph4sSJAIDZs2cjOTkZK1asEEKNli5diqlTp6JPnz4AgK+//hr+/v7YsmWLEGqUlJQkCTX67LPP0KNHDyxevBhBQUE4d+4cPv/8c5w5cwYNGjQAANVBeOWJxSIsKysLc+fOxblz59C8eXN88MEH6NGjByZMmIB27drhiy++QNOmTS0+sK+vLzQaDTIyMiTlGRkZCAgIUN0mICDAbHv+NSMjA4GBgZI2fGxXQEAA7t27J9lHcXExMjMzTR4X0MevJScnm6x3cnKCk5OTyXoK5VnkxI1/8O0fN7Dj9B3kF3EAAEcti+cb1ECv5kHo0tCfCq9SwjAM6htSW4x6vh6u3M/FlhO3sfnEbdz65wk2pd3CprRbaBjggX9HhyI+smaFih+jPLtY42bk28lDbEw98/hQo8mTJwtlloQaiY0YgD7UaMuWLQBKDjUaMGBAiaFGL7/8MrZt24Y6depg+/bt6NatGwghiI2NxcKFC61KSF+WWOzsHTJkCFJTU9GzZ09cuHAB77zzDqpXr461a9fi448/Rv/+/fH+++9bfGBHR0e0atUKe/bsEco4jsOePXsQHR2tuk10dLSkPQAkJycL7cPCwhAQECBpk5OTg9TUVKFNdHQ0srKykJaWJrTZu3cvOI5DVFSUyf6ePHlSIuwolMqKjiNIOnMXfT8/jJf/7zD+d/wW8os41Pd3x4xeETgypQv+++/WeKlZEBVgZUjdGu6Y0LUBDkx8Hj+8FY3XWteCswOL8+mP8OHmM2g3dw9mbTuL21lPSt4ZhWIGDoyQK6zExeCODA4OhpeXl7DMmzdPdd/mQo34kB855RVq9Pfff+P69evYtGkTvv76a6xduxZpaWl49dVXS7xmtsLin1V79+7FiRMnUK9ePYwYMQL16tUT6rp06YLjx4/jo48+surgCQkJGDJkCFq3bo22bdti6dKlyMvLE0yYgwcPRs2aNYUPe+zYsejcuTOWLFmCnj174vvvv8exY8ewatUqAPpfluPGjcOcOXMQHh4u+I2DgoIQHx8PAGjUqBG6deuGESNGIDExEUVFRRg9ejQGDBggxLetW7cOjo6OaNGiBQDgp59+wurVq/Hll19adX4UyrNEfpEOm47dxJe/X8X1h48BAA4aBr2aBWFQu1C0DPGmbrFygGUZtA3zQdswH3zYMwI/pt3Ct39cx9UHeVhz6Bq+SbmO3pFBeKdzXYT7e9i7u5RnEGJFTBgxtLt586ZkdOSz6PnhOA4FBQX4+uuvUb9+fQDAV199hVatWuHChQuCi7I8sViEhYeHY9WqVXjzzTeRnJyM0NBQSb2zszPmzp1r1cH79++P+/fvY/r06UhPT0dkZCSSkpIEtXvjxg2wrNFY1759e2zYsAFTp07FlClTEB4eji1btgiBewAwadIk5OXlYeTIkcjKykJMTAySkpKEwD0AWL9+PUaPHo0uXboIyVqXL18u6dvs2bNx/fp1aLVaNGzYEBs3brSrWqZQbEVBsQ4/HL2JlfuuID0nHwDg5eKAf7ULwZDo2vDzdC5hDxRb4eXigOExYRjWvjYOXn6AVQeu4NDlh/jp+G38dPw2ukb4Y/yL9dEokKYOoFhOaTLme3p6WpSioiKHGgUGBkKr1QoCDNAbZgC93rCHCLM4T9jJkyfx5ptv4ty5c4iMjMSXX34pdJ6ihObboVR0inUcfjh2Cyv2XsKdbL34CvRyxtud66Jf61pwdaTxRxWRP29m4fP9V7D7r3QQAjAM0Kd5EBJebICQ6k83IpV+b1Vu+M/35eRhcHCzLE9YUV4hNr+4xqp7IioqCm3bthWSt3Mch5CQEIwePdpkDtDHjx9j27ZtQln79u3RrFkzSQ7Q9957DxMmTBDOxc/PT5ED9NixY2jVqhUA4JdffkG3bt2EHKC//PIL4uLicPnyZdStWxcA8OeffyIyMhIXLlyQiLPywmIRRrEO+mVGqcjsv3APc3acw+V7+hw6/p5OGPV8PfRvEwwnLY3zeha4fO8RPv31EnacugsA0LIMBrYNwbjYcFR3L52riH5vVW74z7fPL29YJcJ+7rraqnti48aNGDJkCP773/8KoUY//PADzp8/D39/f0Wo0eHDh9G5c2fMnz9fCDWaO3euJEXFggULMH/+fEmKilOnTklSVHTv3h0ZGRlCqNGwYcPQunVrIUUFx3Fo06YN3N3dsXTpUnAch1GjRsHT0xO//PKLtZezTKA/dSmUKsSljEeYs+Mcfrt4HwBQzdUBY14Ix+tRITQv1TNGPT8PrHy9Jd7pnI2Fuy/gwMX7+OaP6/j55G1M6NoAg6JC6JyVFFVsnSesooYasSyLbdu2YcyYMejUqRPc3NzQvXt3LFmyxOpzLCsssoT5+Pjg4sWL8PX1tWinISEhOHjwoCJurCpBf1FSKhKPC4ux9NdL+Or3q9BxBA4aBkPb18boF8Lh5eJg7+5RyoCUKw8xZ8dfOHtHn0qgYYAHZvVujKg6ls95S7+3Kjf859tz95tWWcJ2xH1J7wkbYZElLCsrC7t27YKXl5dFO3348CF0Ot1TdYxCoZQNv128jw83nxay23eN8MeUHo1Q29fNzj2jlCXRdatj6+gYfHfkBhb/cgHn0x+h/6o/0LdlLUx/KQJerlRsU/SUJjCfYhssdkcOGTLElv2gUChlzMPcAny0/S/8fPIOAKCmtwvmxDfB8w2V04ZQKgcalsG/2oWiZ9NALP7lAjYcuYH/Hb+Fg5fuY+7LTREb4V/yTiiVHirCKg4WiTCO42zdDwqFUobsu3APEzedwoPcArAMMLR9GCZ0rU8zrlcRqrk54uOXm+KVljUxcdMp/P0gD29+fQyvtKiJ6b0i4O1qmSuKUjmhIqziQKM2KZRKRH6RDjN+PoNha47iQW4Bwv3csfk/HTC9VwQVYFWQVqE+2Dm2I0Z2qgOWAX46cRvdlh7Ekav2m7CYYn8IjMH5JS00fYJtoSKMQqkknLubg16f/Y51KdcBAEPb18a2MTFoHuxt345R7IqzgwZTejTCj++0Rx1fN6Tn5GPAqhR8tucSdBx9xFZFLJ6yyAqLGaV0UBFGoVQCNp+4hfiVh3DpXi583Z2wdlgbzOzdmKadoAi0DKmGbWNi8EqLmuAIsCT5Iv79VSruGWZJoFQdqAirOFARRqE8wxTpOMzcehbjN/6JgmIOnevXwO5xHfFcAxp8T1Hi5qTFJ/0jsbhfc7g4aHD4ykP0WP470q5T92RVgoqwigMVYRTKM8q9R/l4/Ys/sPbwNQDAu13CsWZom1JnS6dUHV5tVQvbxnRAA38PPMgtwIBVf+CHozft3S1KOUFFWMXB4kjdnJycknem1cLV9enmLqNQKCVz9k42hq89hvScfHgYrBsv0vQDFCuo5+eBn/7THhN++BNJZ9Mx6X+ncCLSsoTclGcbQhgQC8WVpe0opcNiS5i3tzeqVatmdvHw8ICXlxf69u2LW7du2bLfzwy3Mh/buwuUSsa+C/fwWmIK0nPyUc/PHVtGd6ACjFIq3Jy0+L9BLTEuNhwAsD71hp17RCkPLB0Zac30RpTSYbElbN++fSW24TgOGRkZWLlyJUaOHImdO3c+VecqA//+KhXf/ud5NAqk0z1Qnp4NqTcw7ecz0HEE7etWx+f/akWnHaI8FSzLYFxsfTQM8MCYrw/buzuUcoDmCas4WCzCdDodOnfuDI2m5NFWzZo1Q7t27Z6qY5WF+7mFeO2/KfhycGur5nCjUMQQQrB8z2V8+utFAMArLWti/ivN4KilYZ2UsqFbk0CsG9YGHRbZuycUW0PdkRUHi7/B33zzTdSoUQOvv/46Nm7caDZGrF69evjmm2/KpIPPOi1DvPEovxj/Xn0Eu8+m27s7lGcQQgjm7jwnCLB3u4RjSb/mVIBRypwmNb3t3QVKOUAD8ysOFn+L//3339i/fz8iIiKwZMkS+Pv748UXX8Rnn32GGzekcQSOjo7o06dPmXf2WWTV4NZ4McIfhcUc/rP+OH4+edveXaI8Q+g4gimbT+OLg1cBANNfikDCi/XBMPSLkUKhlA7eEmbpQrEdVv2UbtasGaZOnYojR47gypUr6Nu3L3bt2oUGDRogMjIS06dPx7Fjx2zV12cSZwcNPh/UEn1b1oKOIxi38SSOXaM5eSiWsfTXi/juyE2wDLCwbzO8ERNm7y5RKJRnHGKFFYyKMNtSan9GUFAQ3n77bezcuRMPHjzAtGnTcO3aNXTr1g1z584tyz4+82g1LBa92gyd69cAIcDhKw/t3SXKM8KBi/cBAB/2jMBrbYLt3BsKhVIZIAAIsXCxd2crOWUyo6+bmxv69u2Lvn37QqfTITOTWnrksCyDOjXc8NvF+ygo1tm7O5RnhIJiDgDQwN/Dzj2hUCiVBQ4MGAtTT9AUFbbFYktYjx49kJ2dLazPnz8fWVlZwvrDhw8REREBjUaDGjVqlGknKwtOWv3I0vwizs49oTwr5BfpBbuTAw3Cp1AoZQONCas4WPzNvnv3bhQUFAjrc+fOlVi8iouLceHChbLtXSXD2fAgpZYwiqXwljBnLZ2Im0KhlA10dGTFwWJ3JCHE7DqlZKgljGIt1BJGoVDKGj7ey9K2FNtRJjFhFMswWsKoCKNYBrWEUSiUsoYma604WPzzmmEYRW4imqvIOoyWMOqOpJQMIYRawigUSplTHjFhK1euRO3ateHs7IyoqCgcOXLEbPtNmzahYcOGcHZ2RtOmTRXTHhJCMH36dAQGBsLFxQWxsbG4dOmSpE1mZiYGDRoET09PeHt7Y/jw4cjNzRXqr127JmgZ8fLHH3+U6hzLAqvckUOHDoWTkxMAID8/H2+//Tbc3NwAQBIvRlGHWsIo1lDMEXAGVwC1hFEolLKCIwwYG84duXHjRiQkJCAxMRFRUVFYunQp4uLicOHCBfj5+SnaHz58GAMHDsS8efPw0ksvYcOGDYiPj8fx48fRpEkTAMDChQuxfPlyrFu3DmFhYZg2bRri4uLw119/wdnZGQAwaNAg3L17F8nJySgqKsKwYcMwcuRIbNiwQXK8X3/9FY0bNxbWq1e335SCFv+8HjJkCPz8/ODl5QUvLy/861//QlBQkLDu5+eHwYMH27KvzzzUEkaxBvF9Qi1hFAqlrLA4R5gVsWNiPvnkE4wYMQLDhg1DREQEEhMT4erqitWrV6u2X7ZsGbp164aJEyeiUaNGmD17Nlq2bIkVK1YY+kuwdOlSTJ06FX369EGzZs3w9ddf486dO9iyZQsA4Ny5c0hKSsKXX36JqKgoxMTE4LPPPsP333+PO3fuSI5XvXp1BAQECIuDg4P1J1lGWGwJW7NmjS37USWgljCKNYjvEyc6TySFQikj9OLK0pgw/at8vmgnJyfBMyamsLAQaWlpmDx5slDGsixiY2ORkpKieoyUlBQkJCRIyuLi4gSBdfXqVaSnpyM2Nlao9/LyQlRUFFJSUjBgwACkpKTA29sbrVu3FtrExsaCZVmkpqbi5ZdfFsp79+6N/Px81K9fH5MmTULv3r0tuha2gH6zlyO8JayAWsIoFsBbwhy1LI2/pFAoZUZpYsKCg4MFz5eXlxfmzZunuu8HDx5Ap9PB399fUu7v74/09HTVbdLT0822519LaiN3dWq1Wvj4+Aht3N3dsWTJEmzatAk7duxATEwM4uPjsXXr1hKvma2goyPLEWoJo1iDcWQk/a1EoVDKDgLLpyPi2928eROenp5CuZoVrKLj6+srsbi1adMGd+7cwaJFi+xmDaPf7uUIjQmjWAN/nzg70KB8CoVSdpTGEubp6SlZTIkwX19faDQaZGRkSMozMjIQEBCguk1AQIDZ9vxrSW3u3bsnqS8uLkZmZqbJ4wJAVFQULl++bLLe1lARVo5QSxjFGvj7hAblUyiUMoVYuViBo6MjWrVqhT179ghlHMdhz549iI6OVt0mOjpa0h4AkpOThfZhYWEICAiQtMnJyUFqaqrQJjo6GllZWUhLSxPa7N27FxzHISoqymR/T548icDAQOtOsgyh7shyhFrCKNYgWMJoegoKhVKWWJP/qxQpKhISEjBkyBC0bt0abdu2xdKlS5GXl4dhw4YBAAYPHoyaNWsKcWVjx45F586dsWTJEvTs2RPff/89jh07hlWrVgHQ5yQdN24c5syZg/DwcCFFRVBQEOLj4wEAjRo1Qrdu3TBixAgkJiaiqKgIo0ePxoABAxAUFAQAWLduHRwdHdGiRQsAwE8//YTVq1fjyy+/tPocywoqwsoRagmjWAO1hFEoFFtg62mL+vfvj/v372P69OlIT09HZGQkkpKShMD6GzdugGWN32vt27fHhg0bMHXqVEyZMgXh4eHYsmWLkCMMACZNmoS8vDyMHDkSWVlZiImJQVJSkpAjDADWr1+P0aNHo0uXLmBZFn379sXy5cslfZs9ezauX78OrVaLhg0bYuPGjXj11VetP8kygiF0EkibkJOTAy8vL2RnZwvBjNmPi9D8o18AAJc+7g4HDX24UkyTdOYu3v72OFqHVsOP77S3d3coVQC17y1K5YH/fGuvngrW1bnkDQBwj/Nx7Y059J6wEdQSVo6ILRoFxRwVYRSzUEsYhUKxCYSx3M1I5460KfTbvRwRJ9ykcWGUkqAxYRQKxRbYOmM+xXKoCCtHGIYRhBiNC6OUBLWEUSgUm2DD0ZEU66DuyHLGScuioJijljBKiVBLGIVCsQXEitGRFo+ipJQKu//EXrlyJWrXrg1nZ2dERUXhyJEjZttv2rQJDRs2hLOzM5o2bYqdO3dK6gkhmD59OgIDA+Hi4oLY2FhcunRJ0iYzMxODBg2Cp6cnvL29MXz4cOTm5kranDp1Ch07doSzszOCg4OxcOHCMjlfPvFmQRG1hFHMw98j1BJGoVDKHGoFqxDY1RK2ceNGJCQkIDExEVFRUVi6dCni4uJw4cIFxRxQAHD48GEMHDgQ8+bNw0svvYQNGzYgPj4ex48fF4ayLly4EMuXL8e6deuEXCJxcXH466+/hKGsgwYNwt27d5GcnIyioiIMGzYMI0eOxIYNGwDoR5B07doVsbGxSExMxOnTp/HGG2/A29sbI0eOfKpz5h+o+cXUEkYxD3+POFFLGIVCKUOoJcwyXnnlFau3SUxMVNUvprDrT+xPPvkEI0aMwLBhwxAREYHExES4urpi9erVqu2XLVuGbt26YeLEiWjUqBFmz56Nli1bYsWKFQD0VrClS5di6tSp6NOnD5o1a4avv/4ad+7cEWZjP3fuHJKSkvDll18iKioKMTEx+Oyzz/D999/jzp07APS5RgoLC7F69Wo0btwYAwYMwLvvvotPPvnkqc/ZWUstYRTLoJYwCoViE2hMmEVs2bIFjo6OkonLzS07duxQeNVKwm6WsMLCQqSlpWHy5MlCGcuyiI2NRUpKiuo2KSkpksk3ASAuLk4QWFevXkV6ejpiY2OFei8vL0RFRSElJQUDBgxASkoKvL290bp1a6FNbGwsWJZFamoqXn75ZaSkpKBTp05wdHSUHGfBggX4559/UK1aNUXfCgoKUFBQIKxnZ2cD0FvVxLDFT8AVPMbUH47A09mhpMtEqcLcyMwDV1AIFDxR3EcUii3g7zOaPrKywxgWS9tWXZYvX26xZevHH3+0ev92E2EPHjyATqcTMujy+Pv74/z586rbpKenq7ZPT08X6vkyc23kF1Sr1cLHx0fSJiwsTLEPvk5NhM2bNw+zZs1SlAcHB6uey03VUgpFyZSlwBR7d4JSpXj48CG8vLzs3Q2KrbDGwlWF9fi+ffvg4+Njcftdu3ahZs2aVh2Djo4sIyZPniyx0mVlZSE0NBQ3btyoUF9mOTk5CA4Oxs2bNytU9mPaL8upiH0CaL+soSL2CdBb8ENCQqx68FCeQagIs4jOnTtb1T4mJsbqY9hNhPn6+kKj0SAjI0NSnpGRgYCAANVtAgICzLbnXzMyMiSzomdkZCAyMlJoc+/ePck+iouLkZmZKdmP2nHEx5Dj5OQEJycnRbmXl1eF+pLl8fT0pP2ygorYr4rYJ4D2yxoqYp8ASOb1o1RCaMb8p2LHjh3Yv38/dDodOnTogL59+5Z6X3b7S3N0dESrVq2wZ88eoYzjOOzZswfR0dGq20RHR0vaA0BycrLQPiwsDAEBAZI2OTk5SE1NFdpER0cjKysLaWlpQpu9e/eC4zhERUUJbQ4cOICioiLJcRo0aKDqiqRQKBQK5VmBZswvPdOmTcOkSZPAMAwIIRg/fjzGjBlT6v3Z9edOQkICvvjiC6xbtw7nzp3DO++8g7y8PAwbNgwAMHjwYEng/tixY5GUlIQlS5bg/PnzmDlzJo4dO4bRo0cD0GekHzduHObMmYOtW7fi9OnTGDx4MIKCghAfHw8AaNSoEbp164YRI0bgyJEjOHToEEaPHo0BAwYgKCgIAPD666/D0dERw4cPx9mzZ7Fx40YsW7ZMMSiAQqFQKJRnDjo60mKOHTsmWd+4cSOOHTuGhQsX4tNPP8W2bdvw7bfflnr/do0J69+/P+7fv4/p06cjPT0dkZGRSEpKEoLgb9y4ITGLt2/fHhs2bMDUqVMxZcoUhIeHY8uWLUKOMACYNGkS8vLyMHLkSGRlZSEmJgZJSUlCjjBAn4Ji9OjR6NKlC1iWRd++fbF8+XKh3svLC7/88gtGjRqFVq1awdfXF9OnT7cqR5iTkxNmzJih6qK0J7Rf1lER+1UR+wTQfllDRewTUHH7RSljqDvSYt5++23ExMRg7ty5cHV1RZ06dbBkyRL069cPhYWF+Pzzz1G/fv1S758hdCwyhUKhUCiVnpycHHh5eSF42UdgXZxL3gAA9yQfN8dOR3Z2doWMX7Q1Op0Oixcvxpo1a7Bo0SK0atUKY8aMEWLCYmJisGzZMtStW7dU+6ejIykUCoVCqUrQ0ZEWo9Fo8P7776Nfv35455134ObmhhUrVgjhS08LHQJDoVAoFEpVgndHWrpQUKdOHezevRsvv/wyOnXqhJUrV5bJfqkIo1AoFAqlKkED8y0mKysLkyZNQq9evTB16lS8/PLLSE1NxdGjR9GuXTucPn36qfZPRRiFQqFQKFUJKsIsZsiQIUhNTUXPnj1x4cIFvPPOO6hevTrWrl2Ljz/+GP3798f7779f6v1TEWYF8+bNQ5s2beDh4QE/Pz/Ex8fjwoULQv21a9fAMIzqsmnTJqHdjRs30LNnT7i6usLPzw8TJ05EcXGxzfqVmZmJMWPGoEGDBnBxcUFISAjeffddYX5LHrV+f//996Xu14EDB9CrVy8EBQWBYRhhjk+e3NxcjB49GrVq1YKLi4swibuY/Px8jBo1CtWrV4e7uzv69u2rSKRb1v2aOXMmGjZsCDc3N1SrVg2xsbFITU2VtKldu7biWs2fP/+p+iXn0aNHGDduHEJDQ+Hi4oL27dvj6NGjQj0hBNOnT0dgYCBcXFwQGxuLS5culWkfSmL+/PlCahie5557TnFt3n777XLtF8/KlStRu3ZtODs7IyoqCkeOHLFLP8S8/fbbYBgGS5culZSXxz0lJyMjA0OHDkVQUBBcXV3RrVs3xT1ki79Bip2hIsxi9u7di6+++gpvv/02vv/+e/z+++9CXZcuXXD8+HFoNJpS75+KMCv47bffMGrUKPzxxx9ITk5GUVERunbtiry8PAD6eSLv3r0rWWbNmgV3d3d0794dgH6kRc+ePVFYWIjDhw9j3bp1WLt2LaZPn26zft25cwd37tzB4sWLcebMGaxduxZJSUkYPny4Yl9r1qyR9J/Pr1Ya8vLy0Lx5c5O+84SEBCQlJeHbb7/FuXPnMG7cOIwePRpbt24V2owfPx7btm3Dpk2b8Ntvv+HOnTt45ZVXSt0nS/pVv359rFixAqdPn8bvv/+O2rVro2vXrrh//76k3UcffSS5Vk+TsE+NN998E8nJyfjmm29w+vRpdO3aFbGxsbh9+zYAYOHChVi+fDkSExORmpoKNzc3xMXFIT8/v0z7YYqjR4/iv//9L5o1a6aoGzFihOTaLFy4sFz6JGbjxo1ISEjAjBkzcPz4cTRv3hxxcXGKGTPKk82bN+OPP/4wGdRr63tKDCEE8fHx+Pvvv/Hzzz/jxIkTCA0NRWxsrPDdAdjmb5BiZ2hMmMWEh4dj1apVuHjxIhITExEaGiqpd3Z2xty5c0t/AEIpNffu3SMAyG+//WayTWRkJHnjjTeE9Z07dxKWZUl6erpQ9vnnnxNPT09SUFBQbv364YcfiKOjIykqKhLKAJDNmzeXSR/kqO27cePG5KOPPpKUtWzZknz44YeEEEKysrKIg4MD2bRpk1B/7tw5AoCkpKTYrF9ysrOzCQDy66+/CmWhoaHk008/LZM+qPH48WOi0WjI9u3bJeX89eE4jgQEBJBFixYJdVlZWcTJyYl89913NusXz6NHj0h4eDhJTk4mnTt3JmPHjhXq5Ov2om3btmTUqFHCuk6nI0FBQWTevHl26c+tW7dIzZo1yZkzZ1TvH1vfU3IuXLhAAJAzZ84IZTqdjtSoUYN88cUXhJDy+RuklB/8d1nIwjmk9meLLVpCFs4hAEh2drZVx1qxYgUJDQ0lTk5OpG3btiQ1NdVs+x9++IE0aNCAODk5kSZNmpAdO3ZI6jmOI9OmTSMBAQHE2dmZdOnShVy8eFHS5uHDh+T1118nHh4exMvLi7zxxhvk0aNHqse7dOkScXd3J15eXmb7deLECdKqVSvi6upK2rdvT/7666+ST94KqCXsKeDdeaYmu01LS8PJkyclFqeUlBQ0bdpUSEgLAHFxccjJycHZs2fLpV98G09PT2i10iwlo0aNgq+vL9q2bYvVq1eD2DCNXPv27bF161bcvn0bhBDs27cPFy9eRNeuXQHor19RURFiY2OFbRo2bIiQkBCkpKTYrF9iCgsLsWrVKnh5eaF58+aSuvnz56N69epo0aIFFi1a9FQuZTnFxcXQ6XSSJMMA4OLigt9//x1Xr15Fenq65Np4eXkhKiqqXK7NqFGj0LNnT8nxxaxfvx6+vr5o0qQJJk+ejMePH9u8T2IKCwuRlpYm6R/LsoiNjS23e0cMx3H497//jYkTJ6Jx48Ym29nynpJTUFAAAJJ7jGVZODk5CS6XivA3SLEBNnZHWmuFPnz4MAYOHIjhw4fjxIkTiI+PR3x8PM6cOSO0scTyP2jQIJw9exbJycnYvn07Dhw4oJpkvaioCAMHDkTHjh1LPJfIyEgcO3YMeXl5OHToEBo1amT9BTEDzRNWSjiOw7hx49ChQwdJxn4xX331FRo1aoT27dsLZenp6RIBBkBYT09PL5d+PXjwALNnz1bcnB999BFeeOEFuLq64pdffsF//vMf5Obm4t13333qfqnx2WefYeTIkahVqxa0Wi1YlsUXX3yBTp06AdBfD0dHR3h7e0u28/f3L5NrZY7t27djwIABePz4MQIDA5GcnAxfX1+h/t1330XLli3h4+ODw4cPY/Lkybh79y4++eSTMjm+h4cHoqOjMXv2bDRq1Aj+/v747rvvkJKSgnr16gnnr3Yv2frafP/99zh+/LgkPk3M66+/jtDQUAQFBeHUqVN4//33ceHCBfz000827ZeYBw8eQKfTqV6f8+fPl1s/eBYsWACtVmv2b8nW95QcXkxNnjwZ//3vf+Hm5oZPP/0Ut27dwt27dwHY92+Q8uzyySefYMSIEcIUhImJidixYwdWr16NDz74QNF+2bJl6NatGyZOnAgAmD17NpKTk7FixQokJiaCEIKlS5di6tSp6NOnDwDg66+/hr+/P7Zs2YIBAwbg3LlzSEpKwtGjR9G6dWsA+mdMjx49sHjxYkkIwNSpU9GwYUN06dIFhw8ftvXlMAsVYaVk1KhROHPmjCRIT8yTJ0+wYcMGTJs2rUL1KycnBz179kRERARmzpwpqRP3tUWLFsjLy8OiRYtsKsL++OMPbN26FaGhoThw4ABGjRqFoKAgkxaW8uL555/HyZMn8eDBA3zxxRd47bXXkJqaCj8/PwCQzCParFkzODo64q233sK8efPKbMqXb775Bm+88QZq1qwJjUaDli1bYuDAgZLJ58ubmzdvYuzYsUhOTlZY6XjE4r5p06YIDAxEly5dcOXKlVJnlX6WWL9+Pd566y1hfceOHVi2bBmOHz8OhjEdX2Pre0rer127duGnn37C8OHD4ePjA41Gg9jYWHTv3t2mFnCK/WEAMBZ+xNZGhPFWaPG8zyVZoVNSUhRzM8fFxQmDpkqy/A8YMAApKSnw9vYWBBgAxMbGgmVZpKam4uWXXwagD7TftGkTTp48WeIPQx8fH1y8eFHyA9wcISEhOHjwoCJuzBxUhJWC0aNHC6bOWrVqqbb58ccf8fjxYwwePFhSHhAQoBihxY80CggIsGm/Hj16hG7dusHDwwObN2+Gg4OD2f1FRUVh9uzZKCgoKPO55J48eYIpU6Zg8+bN6NmzJwD9g+fkyZNYvHgxYmNjERAQgMLCQmRlZUl+iWdkZDz1tSoJNzc31KtXD/Xq1UO7du0QHh6Or776SvLFIiYqKgrFxcW4du0aGjRoUCZ9qFu3Ln777Tfk5eUhJycHgYGB6N+/P+rUqSOcf0ZGBgIDA4VtMjIyEBkZWSbHVyMtLQ337t1Dy5YthTKdTocDBw5gxYoVKCgoUIwUioqKAgBcvny53ESYr68vNBqNYhRfedw7vXv3Fs4ZADZt2oR79+4hJCREKNPpdJgwYQKWLl2Ka9euqe6nrO8peb9q1qwJFxcXnDx5EtnZ2SgsLESNGjUQFRUlPMjs+TdIqVjk5ORI1p2cnFSfC6WxQpvyEPHWVkss/+np6cKPZB6tVgsfHx+hzcOHDzF06FB8++23Fk3BlJWVhV27dsHLy6vEtvz+dTqdRW2FPlrVuopDCMGYMWOwefNm7N+/H2FhYSbbfvXVV+jduzdq1KghKY+OjsbHH3+Me/fuCTdMcnIyPD09ERERYbN+5eTkIC4uDk5OTti6datJK4aYkydPolq1ajaZzLeoqAhFRUWSCdoB/RQRHMcBAFq1agUHBwfs2bMHffv2BQBcuHABN27cQHR0dJn3yRwcxwkxNGqcPHkSLMsqvgTKAjc3N7i5ueGff/7B7t27sXDhQoSFhSEgIAB79uwRRFdOTg5SU1PxzjvvlHkfeLp06aJITjhs2DA0bNgQ77//vupQ7ZMnTwKARCzaGkdHR7Rq1Qp79uwRRvhyHIc9e/Zg9OjRNj22h4cHPDw8hPWRI0eiV69ekjZxcXH497//Lbhr1Cjre0reLzH8Q+bSpUs4duwYZs+eDaBi/Q1SypBSTOAdHBwsKZ4xY4bCm1LRGTFiBF5//XUh5MUShgwZYsMeURFmFaNGjcKGDRvw888/w8PDQ1DXXl5ecHFxEdpdvnwZBw4cwM6dOxX76Nq1KyIiIvDvf/8bCxcuRHp6OqZOnYpRo0aVWuyU1K+cnBx07doVjx8/xrfffoucnBzhV02NGjWg0Wiwbds2ZGRkoF27dnB2dkZycjLmzp2L9957r1R9AvR5wC5fviysX716FSdPnoSPjw9CQkLQuXNnTJw4ES4uLggNDcVvv/2Gr7/+WoiB8fLywvDhw5GQkAAfHx94enpizJgxiI6ORrt27WzSr+rVq+Pjjz9G7969ERgYiAcPHmDlypW4ffs2+vXrB0BvOk9NTcXzzz8PDw8PpKSkYPz48fjXv/6FatWqlbpfcnbv3g1CCBo0aIDLly9j4sSJaNiwIYYNGybk5pozZw7Cw8MRFhaGadOmISgo6KnSipSEh4eHItbQzc0N1atXR5MmTXDlyhVs2LABPXr0QPXq1XHq1CmMHz8enTp1Uk1lYUsSEhIwZMgQtG7dGm3btsXSpUuRl5dnVvjYgurVq6N69eqSMgcHBwQEBAgWrvK6p+Rs2rQJNWrUQEhICE6fPo2xY8ciPj5eGBxjq79Bip0pxdyRN2/elFiPTD2vSmOFDggIMNveEst/QECAIvC/uLgYmZmZwvZ79+7F1q1bsXjxYv2pEQKO46DVarFq1Sq88cYbku15g4BNKdOxlpUcmBg7smbNGkm7yZMnk+DgYKLT6VT3c+3aNdK9e3fi4uJCfH19yYQJEySpIsq6X/v27TPZ5urVq4QQQnbt2kUiIyOJu7s7cXNzI82bNyeJiYkmz8ESTB13yJAhhBBC7t69S4YOHUqCgoKIs7MzadCgAVmyZAnhOE7Yx5MnT8h//vMfUq1aNeLq6kpefvllcvfu3VL3qaR+PXnyhLz88sskKCiIODo6ksDAQNK7d29y5MgRYfu0tDQSFRVFvLy8iLOzM2nUqBGZO3cuyc/Pf6p+ydm4cSOpU6cOcXR0JAEBAWTUqFEkKytLqOeHbPv7+xMnJyfSpUsXcuHChTLtgyWIU1LcuHGDdOrUifj4+BAnJydSr149MnHiRKuHt5cVn332GQkJCSGOjo6kbdu25I8//rBLP+TI01GU1z0lZ9myZaRWrVrEwcGBhISEkKlTpypS5djib5BiH/gUFaFzPyZhnyyxaAmd+7HVKSratm1LRo8eLazrdDpSs2ZNk+lhXnvtNfLSSy9JyqKjo8lbb71FCCFCSp7FixdLzkWckuevv/4iAMixY8eENrt37yYMw5Dbt28LbU6fPi0sc+bMIR4eHuT06dMkMzPT4vMrSxhCaAQmhUKhUCiVnZycHHh5eaH2xx+DtSAkBQC4/Hxc+/BDIa2RJWzcuBFDhgzBf//7X8EK/cMPP+D8+fPw9/fH4MGDUbNmTcybNw+APkVF586dMX/+fPTs2RPff/895s6di+PHjwuW9wULFmD+/PlYt26dYPk/deoU/vrrLyG8pnv37sjIyEBiYiKKioowbNgwtG7dGhs2bFDt59q1azFu3DhkZWVZdF62gLojKRQKhUKpSpTCHWkN/fv3x/379zF9+nSkp6cjMjISSUlJQmD9jRs3JPHA7du3x4YNGzB16lRMmTIF4eHh2LJliyT0YdKkScjLy8PIkSORlZWFmJgYJCUlSeKb169fj9GjR6NLly5gWRZ9+/bF8uXLrT+BcoRawigUCoVCqQIIlrDZVlrCpllnCaNYDrWEUSgUCoVShWCIFXnCqJnGplARRqFQKBRKVaIUKSqqKvL8aGpotVq4urqWav9UhFEoFAqFUpWwcUxYZcLb29vsTBc87u7uiI2NxbJly0wmcVejUoqwAwcOYNGiRUhLS8Pdu3exefNmSe4kQghmzJiBL774AllZWejQoQM+//xzhIeHC20yMzMxZswYbNu2TQjwW7ZsGdzd3e1wRhQKhUKhlA3UHWk5+/btK7ENx3HIyMjAypUrMXLkSNUcoaaolCIsLy8PzZs3xxtvvIFXXnlFUc/Pxi4e6hoXFycZ6jpo0CDcvXsXycnJwlDXkSNHmhzqSqFQKBTKMwG1hFmMTqdD586dVWcDkdOsWTOrkxhX+tGRDMNILGGEEAQFBWHChAlCNvjs7Gz4+/tj7dq1wmzsERERktnYk5KS0KNHD9y6dUsyG7spOI7DnTt34OHhYZEpk0KhUOwNIQSPHj1CUFCQYkqxkqDfeU/H01x7S+FHR9aZNhcaC0dH6vLz8ffsKVV2dGSdOnWQlZWFbt26oU+fPujevbvJ61BYWIhdu3ahT58+Fu+/UlrCzFGWs7GLKSgokMwtePv27VLPBUmhUCj25ObNm1bFtQDAnTt3FPMLUqynNNfeaqglzGL+/vtvnDp1Clu3bsWSJUswdOhQxMTEoHfv3ujTpw9CQkKEto6OjlYJMKAKirCymo1dzrx58zBr1ixFeQx6QAuHsug6hVJqsl5vi2JXgDAMwBq+g1kAjMor/x7GdbCiQVJ8GUMABsJCRO8Bw3e3uA6ibSDdn2QbiNrCWKd4r7ZeWuQPGmLqPSM9LJG+MuKHG2Fk64btDGWMeFu+jGOU+yLG98IrZ1wX3kvKCECAGscegfx5zuLLUIwi/I6dJif6Nge/jXyOQYpl5OTkIDg4uFTX3mqoCLOKZs2aoVmzZpg6dSru3LmDrVu3YuvWrZg0aRIaNGiA3r17o3fv3hLDjaVUORFmKyZPnoyEhARhnf+D0sIBWoaKMIp90Tg5gzgChGVUxRcvoMRCTC6spHVEWscADP/ecExGUmcUVLz4EjxWkjLRNz4je5W/B0DKKGqYkQ/DNynChAMbtpOXy8UVoxBbCiEmec+oii9BZMG08AInquMAhhBoHQpBrPn+4T+mUrgT+W08PT0rvAjLflwEL9eK+b1cHq5cGphfeoKCgvD222/j7bffRl5eHpKSkvDzzz+jW7duSEhIwJQpU6zaX5UTYWU1G7scJycnk7PKUyj2hEQ3h87RYAUTW6F4q5fYgiUSRHKRZU6ACe8BiXiSWMzE+xS1E9qIt4Wynb6t7IlQRs8rIvu5z5S4Y2L4X2YZE2r4MqJoQ4hRgBJxOQDG0F5aJnpDjNeQgUHgqtQzjL5vOeEe8L5eHboHD0u6BFWC21lP8M63abj9zxOkTukCrcY2sVeUqoGbmxv69u2Lvn37QqfTITMz0+p9VLk7MCwsDAEBAdizZ49QlpOTg9TUVERHRwMAoqOjkZWVhbS0NKHN3r17wXEcoqKiyr3PFMrT8CTQGUQDVZehXDApXISMXDiVgQBTCECZAFO0I8Iir7PVYvkxiXBNVMWsrI3iWsmvoRmRKxewakJa/vnmV2PAuLiAosffwwk3Mx/jYV4hUv6uwsKUWLlUYXr06IHs7Gxhff78+ZIJvx8+fIiIiAhoNBrUqFHD6v1XShGWm5uLkydP4uTJkwD0wfgnT57EjRs3wDAMxo0bhzlz5mDr1q04ffo0Bg8ejKCgIGEEZaNGjdCtWzeMGDECR44cwaFDhzB69GgMGDDAopGRFEpFgYuJRJ4fa7SClfTwhrKNUjSp1MH4Xi7A1LYz1stEDituZ4EIKiueWpAphZZCFD2FEJPUQSn4TH2uAJDePRhsKbN5Vza0Ghbdm+o9INv/vGvn3tgP4U/PwqUqs3v3bsmgu7lz50osXsXFxbhw4UKp918pRdixY8fQokULtGjRAgCQkJCAFi1aYPr06QD0s7GPGTMGI0eORJs2bZCbm6s6G3vDhg3RpUsX9OjRAzExMVi1apVdzodCKQ2sqyuKPBwUD3ClOIDiIS4WZHJRZU6AEUYpwNTFmbqgKVHwyLH2aWLpU6YEQWZOjJkWncZ6q4QYVD4vmLeAGffDgGgANkA60Kgq85JBhCWdTUdhMWfn3tgRagWzCHkWr7LO6lUpY8Kee+45sxeKYRh89NFH+Oijj0y28fHxoYlZKc80TO1ayAnVqlrBVC0nwobKelOCQCkijK5FxWhJsZADFK9EXCeul5yUbWLCFE8b8QVROQYfQ6YeO2aMF2NkpYywtSjuq4QYMb5SCPsyfJziODD+1RgPpi9jDOUZXQJR/e9rZs6/6hBVpzp83Z3wILcAh648wPMNqqBAtUZgUSFmUyqlJYxCqeqwHh541LCaqjVG1SImWzcXiG9WgJkQe/J6i6xLPBKrlXL7MllYeZkJK5mlfTdx3UpjETMZHwYrrGEsQNo3BwXQsAx6NtUPsNp28o6de2MfqDvSchiGUYxYLcsRrJXSEkahVHUYZ2dFLJi+AgrxJbdwmY1jKkGAyQP7FYH3kuPKyhUnIQvYl78XtykTTH2xio7BnyAjb2HKMqYyOlJ4b5lFDIyonbiCMa4TQGEBk7xngUehLvA8bPrsqxK9mgdhXcp1/PJXBvKLdHB2KHlKmkoFtYRZDCEEQ4cOFbIf5Ofn4+2334abmxsASOLFSgMVYRRKJYRxlMaCWRKMr7TymLDCQF5GVPen6n5kZOJL/ApIRVVJ9fI61QtheLXoQSI7tlhwEVkbM2JMTYjp/1dJPWGBENO7Hw3tGHm5aF/yz1L0Xm8NIwCrATidJRejUtMypBqCvJxxJzsf+87fE4L1qwo0T5jlDBkyRLL+r3/9S9Fm8ODBpd4/FWEUSiWD0Wpxt1eoSSuYmnvMlBtSzUVmVoAJVi7p9vzxiVyUCZ02Y/VSE2am1iV1JkSVxYifPurCSk2MlWQVs1qICcJLFh/GlxPj9Tf5ngEKPRkUxLWE066jVl6HygfLMujVPAj/PfA3tv55p8qJMGoJs5w1a9bYdP80JoxCqWSw9etIhRKM7xWxRCg5DkwRuwSYFGDm4r8UsVM8ajFVrKVxYKYDWRiD+BAW1nRby49jolw4FzPnK7uu0mtnIkYM0rZqYticyJb2h0GROwuNb3W126bK0TtSn25oz/l7eJRfZOfelDPEyoViM6gIo1AqGfejqpscEWnZg9uMAJOIDzV3pVKsEIboXWGq4ksuVEoSRCKRxaoIrRIEl8n2qoLO3PFNlMuuaVkIMVMxemqvaiNexeVPfFlwYTTXIQBEBHqibg03FBZzSDqjPidwZYUG5lccqAijUCoRuudagnOE8eEMmH5Al/AgFws1ZRyYKQEGyaJq/RILGWFUoiXCh5QgmiywapmxhpkXZab6pFLOI7oGSjFmmRBTv+ZGsSeJw5OXqe6HQVYDN2gD/M3fSFUAhmHQJ7ImAGDrn1VslCS1hFUYqAijUCoLDIN8Xwf9RNsGTKZIELYp+QGvFGBqAkIkMoSJvk1Zv8R9KknkEDPWLfk2+kVvITO9mBRoZkSZdWLMUqtYyULMlPg19bmW6H5mgEIPBnAxJqauyvQxuCQPXX6Ae4/y7dybcoSKsAoDFWEUSiVB17kFHvvK0lLIH9pQt2QpHv4mrTFEL/JMCTBGxfIDvo2aWFH2wbTwkra1XmTBvEhjTYgptf7wbc1a8speiCm2k3+eMPH5QVzHIL1rEFjDEPuqTGh1N7QI8QZHgG1VaBqj8nBHrly5ErVr14azszOioqJw5MgRs+03bdqEhg0bwtnZGU2bNsXOnTsl9YQQTJ8+HYGBgXBxcUFsbCwuXbokaZOZmYlBgwbB09MT3t7eGD58OHJzc4X6Cxcu4Pnnn4e/vz+cnZ1Rp04dTJ06FUVF9osJpCKMQqksmBJe8gc8LHBDygSAuthSKzPlfhTv17T1yJzlyRKxxbAwG/dl3L/6Ynr/SkFmmbBUWsWsEWLqn4Np969cgKm6l/nPn6Vf/wAQb3BJbjlx2849KUdsbAnbuHEjEhISMGPGDBw/fhzNmzdHXFwc7t27p9r+8OHDGDhwIIYPH44TJ04gPj4e8fHxOHPmjNBm4cKFWL58ORITE5Gamgo3NzfExcUhP99owRw0aBDOnj2L5ORkbN++HQcOHMDIkSOFegcHBwwePBi//PILLly4gKVLl+KLL77AjBkzrD/JMoIhZT0REgUAkJOTAy8vLzyHPtAyDvbuDqWSo/H3Q3anMDyuoQFY6DOkixahjH84s8ZX/XujhUv/gBY9+A31krqSBBiPqkWMfw9BoDDiehjbM/IYK/6t+BhirPnZrpKyQvFtSPhyRlHGb0+IaF9E1IYwynXhPcDw9cRYzxBxveGVY1TKjHUMAcDB+GqYDpHhpAsk6wTVTz8B+/tJyekWkyLsx8/Izs6Gp6dnSVdQAv+dV5pt7cnD3AJEzd2DYo7g14TOqOfnbpd+lMf144/RaPRcaJwsc0nrCvJxbsUUq/oVFRWFNm3aYMWKFQAAjuMQHByMMWPG4IMPPlC079+/P/Ly8rB9+3ahrF27doiMjERiYiIIIQgKCsKECRPw3nvvAQCys7Ph7++PtWvXYsCAATh37hwiIiJw9OhRtG7dGgCQlJSEHj164NatWwgKUh+QkpCQgKNHj+LgwYMWnVtZQ38KUSiVAFLDB098WXXrh7gMau5IlRF3gLoAM2GFKdn9KFtnzVuV1KxRJQXlMwwxZeBSXSwLzjccm1WzkIm2YeXnq7xGpbWImQu0N+lChnQ/yvuBQWaEizW3WKWlursTOtevAQDYfOKWnXtTTpTCEpaTkyNZTGWKLywsRFpaGmJjY4UylmURGxuLlJQU1W1SUlIk7QEgLi5OaH/16lWkp6dL2nh5eSEqKkpok5KSAm9vb0GAAUBsbCxYlkVqaqrqcS9fvoykpCR07txZtb48oCKMQnnG0fhWx8PW1czHgqk8mOVt1B/2RKXOEgGm0l4UP2Wp+DIlvFS7aiJGzNTCqu3HjCgzLRCNbUsUn3IhphKHpjboQSGOZfXyzx0oQYwzeoH9pE9ba2+3Skl8C94leQccVwWcQ6UQYcHBwfDy8hKWefPmqe76wYMH0Ol08PeXjsD19/dHerp6KpD09HSz7fnXktr4+UknY9dqtfDx8VEct3379nB2dkZ4eDg6duyIjz76SLVf5QHNmE+hPOMw7m4odoYZq4fSCmbaWqMUZRJRwMof+OYEmFRwSFyPam5H4b345Ii4mbFY7na0xg0p3kytUOR6JKL98jntibBODOt8eyJqQ/R7Z/gNiOhoRH8M/jNhidHtKGwtyrfPiMoYCBn1CYyvwqHEgpE/pOgzFItJwjIo9GDh6uQE8pTz3z3rvBjhDw8nLW5nPcGRa5loV6dyJ7QV/8la0hYAbt68KXFH8nMpPots3LgRjx49wp9//omJEydi8eLFmDRpkl36QkUYhfIMwzg4Ij2upkgEQV2MyepMWcGklhZTAeP8egkCTHJcIo37Mie+JMJH1A7KeqHI0ieKYkOiiAOT7EpFkJkXY8Y2RNQCwhb8yRJjnBgja2ZoywsxYxOiPFHRNeNFGv9ZCb2Riy+RICt0Z5DfpRmcdlbtqYycHTTo0TQQG4/dxE/Hb1V6EWZVwL2hnaenp0UxYb6+vtBoNMjIyJCUZ2RkICAgQHWbgIAAs+3514yMDAQGBkraREZGCm3kgf/FxcXIzMxUHDc4OBgAEBERAZ1Oh5EjR2LChAnQaMp/InfqjqRQnnH0Ykr2MJcLLUBFUMlivaCsU2tvsQATrctddWKXntzdyG/GMuI4LNNxW2wJecFKXqT7E6fFYFjO2I4/XVk/+Appmgu5y1V0bVjZOn/dzbgmzYtlE5+n7H4wJ8wpwMst9S7JnafTkV9UuSc5l/1JlbhYg6OjI1q1aoU9e/YIZRzHYc+ePYiOjlbdJjo6WtIeAJKTk4X2YWFhCAgIkLTJyclBamqq0CY6OhpZWVlIS0sT2uzduxccxyEqKspkfzmOQ1FRETiOs+5EywhqCaNQnmGKOjVVPGQtsYLJrVzyh7+pB7x1Akxp/WJEokNu+RJWhTYii5hIKMhdkaW2gon2pxwjbtypcUJuYw0hjP4aAqqWMQJ9PQhEVjFxR9Xdk4QlIrekoU4yabfB4sUChIO6W1L2uatZw4Q6hsGT6lq41guD7vJVay5bpaNtbR/UquaCW/88we6z6UI2/UpJKSxh1pCQkIAhQ4agdevWaNu2LZYuXYq8vDwMGzYMADB48GDUrFlTiCsbO3YsOnfujCVLlqBnz574/vvvcezYMaxatQoAwDAMxo0bhzlz5iA8PBxhYWGYNm0agoKCEB8fDwBo1KgRunXrhhEjRiAxMRFFRUUYPXo0BgwYIIyMXL9+PRwcHNC0aVM4OTnh2LFjmDx5Mvr37w8HB/tkMaAijEJ5hskJdVQE5ANQWD5M5Y4yb1mRCTC2FAJMIrpkrscSxBfDyMoBSblxvXTxYLK9yNaJsk4k1oTWJsSY3EUpCDEGIhOVCSHGSCLCJB5L/RuR61HefUYv2gR3pEELKkU4BGFW5AbofD2Ay5ZdqcoKyzJ4pUVNLN97Gf87frtyizCgVOLKUvr374/79+9j+vTpSE9PR2RkJJKSkoTA+hs3boAV5alr3749NmzYgKlTp2LKlCkIDw/Hli1b0KRJE6HNpEmTkJeXh5EjRyIrKwsxMTFISkqCs7Mx1cb69esxevRodOnSBSzLom/fvli+fLlQr9VqsWDBAly8eBGEEISGhmL06NEYP3687S5GCdg1T1hOTo7V2zwr+WdonjCKrXkS3xa5ARoQlgHRQJoPzLBOGEhygunriTRPGCOqZ2QZ8UUuMsUk3JYIMDPWL0vFl3krWNl9fYlzgUnfK9sIZcI6Y3ymEUZUb9iGyOokOcJk7wFD3i9RuTwfGIGQP0xSzunLjXnEoHjP6CDNIaYjYIsB/+TbyL96pcrlCRNz7UEenlu8HywDpEzuAn/P8pveqTzzhDUZORcaRwvzhBXm48wq6/KEUSzHrpYwb29vMFb4EhiGwcWLF1GnTh0b9opCqfiwHh4odmalFjCxlQsiqwdU6lWsIoo4MEWMknh/VggwmfVLTXypWb3Uyyx3RaoJNEnSVWWtZFu+rX5EIiNrw1u9jNY8xrB/wp+PQZgJ7knDFkr3pAmLmHiMpNwNCaOFTD5akreG8R2TW8OUVjEGnIaA83YHWA1gn9CYCkFtXze0Dq2GY9f/weYTt/F257r27pJtsLE7kmI5dndH/vjjj/Dx8SmxHSEEPXr0KIceUSgVn8I29VHgxQiuSLW0FAKSelm8l6zelEATBBmM+7BUgMmtX2qWL7nVy5TwMmcVE2OqTiyuVGpl62r7KFmMCdYxhhdchv4QFfekKSEm2i8Dht+xMU0Ffy4qbklh9KOhK8KISRjLICrnl3ttvVD9iitgvYOiUvFqq1o4dv0fbDp2E291qmOVoeBZwZqA+zI0NlNUsKsICw0NRadOnVC9umXDgevUqWO34DkKpaKhJpzkAfmmYsGUFhH5SDyRG5IxI8AMLkzJKEDIBJjc+mWB+HoaV2RJj0yGIerySiHQxO+VFjh9W6UYE7birWJCndgqZqUQY0TlIisXvy5Yw0TXXJGygkhFmdhKShgGDENQ0LIusN/MxasC9GwWiJnbzuLK/TycvJmFFiHV7N2lsodawioMdk1RcfXqVYsFGACcOXNGyO9BoVRVtHVqI7eWo1RMwfheLrZKsoKppZQorQATp2kQCzBxqgljOgj5e7W0EVZkuwegMdSVtGhMbC85hjg9haE/8nQY+nVI2wlTMoksf8J1MgpUhXiVvxd/puLYPFOvsntA/nnLhbd8JC1hgOwwx6e8O599PJwd0K2xPq/Uj2mVcxoj/reQpQvFdtA8YbamEpqyKfaF83RFkaveemEyxgvmrWCWuCGJKXFgRoDx4ksQIjCKEKMAUxMvFogv0empCiuJaCp50bBcyeLMjCArSYyBkfbdeiHGu23li2mrpfyzVLsnVFOTQPRKwaut9D/2t/55p3LmDCNWLhSbYfeYMDFHjx7Fvn37cO/ePUXitE8++cROvXo6Cl5sAW3yaXt3g1JJ0AYGIKONl35F9PA09eA1ZQXTW1dgfKDzoyQNFhciTyhqhQBTcz/KXY9qbkd5mfgUWdnPcVuOkhT/MuXE7knFMfg6YqKMAZ/WggEk7kmLXJMsA3C8D9EYY2bYmfEHnuHzYjijW1JqvWSMcWD8IRija9L4yhi3q+K0r1sdNb1dcDurkuYMo+7ICkOFEWFz587F1KlT0aBBA/j7+0McDPksB0YWu7LQVPeB7mGmvbtCedZhGOhq+kpSSKgusMwKJnU7StfVXGJiC01JAkwt9ksc92VWkBkOKxZe5kZI6ttadymNOyMwN1+zhjHGiQmCzIwYM8aV6cUVXy/EislGT4IQfcA+B3Uhxhj2Ix4xyTIAJxRJX0WfP19m/Gwg+fylAsz4StHnDOvbUp8z7Me0W5VOhFnjZqTuSNtSYUTYsmXLsHr1agwdOtTeXSlT8qux0IXXAqgIozwljKMjHrTwMIgqoytSLb5HYh3jrVtqdSrWLvU4MMMra7kAU7N+WSO+TAkvueB6WiuYhoE0IN+EMJNbyJQB/iLxBIOoEYL3jUKMAYypLHirGEvUhRhLAM64D/3eDYH6LAHhpKMlwQfpizLqCykreLElsoaZEvEUoF/rYCzfexm/X36A21lPUNPbxd5dKjuoJazCUGFiwliWRYcOHezdjbKHAR7VdoU2wN/ePaE84xQ838xoqbDUCia4F6F3OQrbKuclVBVgBtcjX2+tAFPGT8nXjcKEj8tSxm4RsIxefGlYeZ0yrqs0izLwH8KiFhcmbAeobA8T61AE7UvixFgCuZVRupRcZipIX02gqy9UhfEE+7giuk51EAL8eKxyBegzhFi1UGxHhRFh48ePx8qVK+3djTKHMEChBwO4VqJfURS7kBegVX/gii0YJi1dymB8QZyZfbiLBJgwsbU1AkwsXkyLLz6oXip0pCJILH5MiSe14Ht+sSZIX9xeLAKVYs2UGFOKT+PISlgpxESfj/AZyl3J5oP0Fa5nGPcl3zfFyGttagEAfjx+E5w5v/WzhrkgfLWFYjMqjDvyvffeQ8+ePVG3bl1EREQo8oH99NNPdurZU8L/wnR2hME/Ye8eUZ5BWGdn4eHJuyLlD2CT7kgV0WXWDWlSlFkvwNRiwfjnPC9a+Dp9GSTrfDseU+Vy1LSExtDe1FbyRPGsSh1r2DMn2wvfljP4++SxYcpYMZU4MVOuST5AH/p9S+LDZG5J3vopD9LnB19AVCa+TxS5wygAgG6NAzHd6SxuZj7BH38/RPt6vvbuUpnA/zlb2pZiOyqMJezdd9/Fvn37UL9+fVSvXh1eXl6SpSypXbs2GIZRLKNGjQIAPPfcc4q6t99+u/QHZIB77atD40Xn3aKUjkc9m4NopYIKgORhyq/LY8Gk7imlBUUQYKxsn6xRlBlzf0kFGMsQMCwHhtWnaVDNmyW2cEHd7ahw/alapKTWKoVOhF5olZQrzFSOMPl2ahYvvj+8dUzuHpX0y4xVrCSLmHDdJZ9ZSSLZhPBWFdxS0S6sP/2tWqlwcdSgV2QQAOCHYzft3JsyhFrCKgwVxhK2bt06/O9//0PPnj1tfqyjR49CpzPmfjlz5gxefPFF9OvXTygbMWIEPvroI2Hd1dW1VMfirRYMA+jqhwBHaLoKinVoQ4NR7MyYtHKp5X4y9zBWeygbRZzygS/PbSUWYKasX4BMeBh2LxY3+nXDYYV1uWVMZAUTXRM1K5g5y5haW0n6CQPiMg0jCrwXtResXvy+DBYq3lvFj6g0ZRUzno1pixhv3QKfvkK4gNJAfXHaCsJAFJAvCtIXfe7ikZBCN/hX8X1AEejfOhgbUm9g15l0zHpcBC/XZ3/WFmoJqzhUGBHm4+ODunXLZ7LUGjVqSNbnz5+PunXronPnzkKZq6srAgICnv5goi+1zCbu8DnKUJckxSry6/qh2IV/0Cpdkfw9JhVj6lYwSU4wvp5VCi+5JcYaASYf+chA6XpUE1/mhJdcYJWUN8wSxOknxPsVCzHxe/6YRvEF2TojcVPKXZSGnsJiIcaI8oixMIgyGC8K0R+EcAa3JKMyVZHo3pAIMNG9QVNUmKdZLS808PfAhYxH2Prnbfw7ura9u/T0WGPhoo8rm1Jh3JEzZ87EjBkz8Pjx43I9bmFhIb799lu88cYbEOcjW79+PXx9fdGkSRNMnjy59P2SWSwKurcum45TqgSa8DrIremoFF0qFi5TriZ1ixjvviLq1hCR4JJPQ2SJABO75tRcj+I2QlC+zJ1nyq2oFmRf2lGRJe1LK3KB8v2SuyvF67ybUtVFKbpGetctJ3HhKlyTrNH6KI7JM5lRnxV/rqL3ks/WWG+MMZTdIxQJDMPgtTb6DPobK4lLUridLFwotqPCWMKWL1+OK1euwN/fH7Vr11YE5h8/ftwmx92yZQuysrIk+clef/11hIaGIigoCKdOncL777+PCxcumB0cUFBQgIKCAmE9JycHgOEHB8MIX6aFnho42eRMKJUR4uIInaNSRBETD1LhQWtI6KqwgsnqFW5IXnCx4oe+9QLMlPXLnOVLbvWyNCDfGjekGgrXpGydVWnHEcborjSUiy1jchclC1FuMUbpnmRZvYGc4yCxiIHhw/P5fGC8f1H0quaWNGENMxWcT12R5nmlRU0s2HUeZ27n4MztbDSp6WXvLj0d1BJWYagwIiw+Pt4ux/3qq6/QvXt3BAUFCWUjR44U3jdt2hSBgYHo0qULrly5YtJlOm/ePMyaNUtZIfsy5DSAxtsLuqzssj4VSiWD0Wqhc3cS3UOMSWuY3q1oqRWMfy+yqEhSVRgFGCO20gBWCzC561Ec81WS+FJzTyoEWFk9IcwIEPGoSbnrQIgTY4jETanmopTHihkPbHzPskQixISRjyAgLPSjHvm4MP5VxS0JIRZVGRsmT95KhVjJVHNzxIuN/bHj1F38cOzmsy/CQC1cFYUKI8JmzJhR7se8fv06fv311xLTX0RFRQEALl++bFKETZ48GQkJCcJ6Tk4OgoODFQ/AYmcGj6Prw2nX0bI6DUolRePvh4cNXNUfloDUrSR5wMK8FYwXYJLRkPI4MKPQEtJQsFypBJjc+qUmviwVXnLRZS4WTM1CphaMDwAaSOPD9KJKJLB4C5jQD+V+ecsYB5HggmmrmMVCjBFFjjGAJFCf/+wM7eQ/+lStYfzCyrrA30sUVfq3DsaOU3ex5cRtTOnRCM4OGnt3qfQQYnlsMo1htikVRoTZgzVr1sDPz6/EEZknT54EAAQGBpps4+TkBCcnFUej8JCUuiTdaoeg+NqNp+g9pTLDaLV40ihQIrhMuSLl5fKHsdp7owIikjKGgWFqIpEog1x4GUWXkIAUpt2PctejJeJLeBWJLrngMuWGNOeeFILr1dSG3A0p3g1j3J4XUILwkgXyiwP4TVnFShJivOvRuGfGKKrBx/EZrV4St6SV1jBB5FFLmFli6vkKk3rvOnMXL7eoZe8ulRre2G1pW4rtsGtgvo+PDx48eGBx+5CQEFy/fr1Mjs1xHNasWYMhQ4ZAqzVq0StXrmD27NlIS0vDtWvXsHXrVgwePBidOnVCs2bNrD+Q/CEIoMiVQbHfs2/OptgORqtFbi1HM3Ffaoso6BrGMlUrmMz6xbseJSMhWZEAY5VWLzUBJg9OF1u/xIH6fMC7ycB66BdLAuYtKS9NO3HQPt8fFupZ+8U5zPg8ZPI6tUEJRoGrdm0h+jxEo04FK5c0jg+Q3g/mBLipuEJqCTMNyzJ4rbUhQP/oMx6gT6xcKDbDrpawrKws7Nq1y+JkrA8fPpTk93oafv31V9y4cQNvvPGGpNzR0RG//vorli5diry8PAQHB6Nv376YOnVqqY7Df7HJA2Gzw91Q/R61hlHUyenVXPYQZRQPVLn1y2ormEKIGa1iwuEYozCzRICZs36JrVxqli/e6qUWhG9JML618WFil6OkrAQrmWAhkzXjLV/CusxFycIYtG+JRYwxWLsIiLAtY8ieL8SHyT9L6GPGGMN+iMHMJbaGSUWc8b6S3BsUVfq1roWley7ij78zcfVBHsJ83ezdpVLBcPrF0rYU22F3d+SQIUPsctyuXbuCqPi6g4OD8dtvv5XdgSQPQUawQnBaBpy7q/5LkPrcKSJYDw/onAxPQ7GAgswqZqhXE2YKKxirjwFT5gSDwf0Iw8NZaYGRZ8G3VICpuR4tEV9qwstcXJi+vnRPCr0IkjkEREJETZTxRxLiyMTVjHSkJGB0UQoijSFgiF4QcYR/z8D481IvoFhWP1qSF2KMfMQkA2P+MF5QqbklWb0QE34MGkZIyuPGqAgrmSBvF3SuXwP7L9zHxqM38UH3hvbuUumwxsJVysfTypUrsWjRIqSnp6N58+b47LPP0LZtW5PtN23ahGnTpuHatWsIDw/HggUL0KNHD2M3CMGMGTPwxRdfICsrCx06dMDnn3+O8PBwoU1mZibGjBmDbdu2gWVZ9O3bF8uWLYO7uzsAYP/+/fj0009x5MgR5OTkIDw8HBMnTsSgQYNKd5JlgF3dkRzHWb3UqVPHnl22GsWXm2g9s0U1OpURRUHeC43AaRh1axYguYfkrkhVKxhbghtSJLoYwyhJaSqK0gswudtO4hJkOInL0ax7UOIO5CSLltVZ5II07ZrUSffH6FTdj7wLU5I7jCHQGM7DnIuSvxbinGhy96RGdD2N0z3JrJAwCic1C6Ypt6Q8b5iqaIfoHqOYZIAhZ9iPabdQpHs2zUTCbWPhYi0bN25EQkICZsyYgePHj6N58+aIi4vDvXv3VNsfPnwYAwcOxPDhw3HixAnEx8cjPj4eZ86cEdosXLgQy5cvR2JiIlJTU+Hm5oa4uDjk5+cLbQYNGoSzZ88iOTkZ27dvx4EDByTZDg4fPoxmzZrhf//7H06dOoVhw4Zh8ODB2L59u/UnWUYwRM0cRHlqcnJy4OXlhQZj50KrdQZbDDA6gNERsDqAKQZYHVB96180XQVFwpM+bZFfTQNOAxAtwGkYEA0kC6cxpKTgy1gCooHB2mVYN9QrrGAsMcYRsYZ4L1F+MAYQRkIaRUDpBZjYwlWS5UvN4iW2clniliwNCmuXJNje+FuVd1+K84WJX/UjIo1lnMHKJW5H+FdJvX5bQhjoDK+Et5ZxrGEwGwPCSesIxwCcvly/Y0ZvqiP6V4YzvjI6fT3vimI4w3eSoY7RAdyTfFz8ZAqys7Ph6WndD0T+O6802z5LFOk4RM/bgwe5hUj8Vyt0a1IGM6ugfK4ff4y2vWdD6+Bs0TbFRfk4snWaVf2KiopCmzZtsGLFCgB6g0twcDDGjBmDDz74QNG+f//+yMvLk4ihdu3aITIyEomJiSCEICgoCBMmTMB7770HAMjOzoa/vz/Wrl2LAQMG4Ny5c4iIiMDRo0fRurU+KXpSUhJ69OiBW7duSdJQienZsyf8/f2xevVqi86trKkwGfMrLabM/YbXJ1Hhhp+2FArANmmIIldWmr1czaohKTdaQsRWDnGd0goGiRtSHgcmTUEhtcTIg/A1LGdcVASYxHoks3wprEsG65OWEVunSmnhYjjJYk2gvnhdYikzEZwvOV9ZG1NWMUstYqwoNYh6oL5RRAufr6n7RnyvmFgo5nHQsOjbSj8ycuPRZzOmtzSWsJycHMkiTk4uprCwEGlpaYiNjRXKWJZFbGwsUlJSVLdJSUmRtAeAuLg4of3Vq1eRnp4uaePl5YWoqCihTUpKCry9vQUBBgCxsbFgWRapqakmr0V2djZ8fHzMXC3bQkWYjZEHTvMJN/nlia8Weh8QhQIUV3cB52B4EiruHUjdTmoC3/CgJYzeIqbuplJxQ4rfszLLFy8EoDYKUmn90kpGA0rdiSbdjgpXo5oYkgklsSgSLaZEl1Cusg2/naWuS95lqbaN4HKEtN9qo0StcU0y4s8Mxs9R3S2pIr5Z0b0EKNrSeDDL6W8YJfnbxfu4k/XEzr0pBcTKBfp4aS8vL2GZN2+e6q4fPHgAnU4Hf39/Sbm/vz/S09NVt0lPTzfbnn8tqY2fn5+kXqvVwsfHx+Rxf/jhBxw9ehTDhg1TrS8P7B6YX+kx8eAUL4/7tIbrZtNKnVI10DRugJyahlxzMgGmZtVQCHzIhZcZK5iKBYUVWVoUOcFgmQATl4Evg0oZ/17mchS3Eb+K28rLxVgSoM9n8FcE5AOSIGSWUU/YasRwLMJK2opr5cH74hGU8oB9+chJRjRqkg/S178yAMsBHCtYNAlnyC0mfLYMH6OvEOv8SEn9QVRGb1NKpE4Nd0SF+SD1aiZ+TLuFd7uEl7xRBUJs4bKkLQDcvHlT4o5UzYv5DLFv3z4MGzYMX3zxBRo3bmy3flATjI1R5OBRs4xpAE11+5lDKfaHcXBEsaezirhilC4lQGnFYI3rqhYzSNtL3JCs0bIiDcSH1HpjhQATW6rM5QETB9arBb6btlJxisWB1UFjsCJZsjjIAvJVg/zN5AdT9MWEZUxsFeMtZRqWg9bgvtUw6rnENAbro9QtLBXJcrdkidYw/l5i1QP0qTvScga2DQGgzxnGcRYqmooCnzHf0gWAp6enZDElwnx9faHRaJCRkSEpz8jIQECAevxcQECA2fb8a0lt5IH/xcXFyMzMVBz3t99+Q69evfDpp59i8ODBJi9TeVBhRNgLL7ygOvfiP//8gxdeeMEOPSpD1B6GonKdI4OCyDC7dI1SMdD4+iA31EXVclGSK1LpXjIxIlISNyR6mMMouliFK7J0AowXXxpTLkRzoxpVhZd5seVgxs1obnFgOMW+TIoyWb+UolEUN8YoR1HKz0nunixZiEEhwHjrpVhQCwMvJPOB8veFMjaMuiRLR7cmAfB01uJ21hMcvGx50vGKgESzWxgTZimOjo5o1aoV9uzZI5RxHIc9e/YgOjpadZvo6GhJewBITk4W2oeFhSEgIEDSJicnB6mpqUKb6OhoZGVlIS0tTWizd+9ecBwnTD0I6NNU9OzZEwsWLJCMnLQXFcYduX//fpw+fRonTpzA+vXr4eamT4JXWFhYtnm7yhuJG4B/b8wXxj9ECz21cA4LRfHV6/buMaWcYRwckd+opiRm0JRgV3NFKixlalYw3lImGgnJP3zFcWDyRRybZK0AEwsrfReIxO2ocD1Ctm5oq5E9BeR5wky5Ji2FhWy6IkbuWuT7LHJh8odUFS2cMf+YuJ4x5BAjxu3k7kkNy4EhDHQcK7gmeVcoy3LgOFZ4FaY24t2dptySBjEuns5ILvQl1lGKRTg7aPByi5pYl3IdG4/eQOf6NezdJcsRxXpZ1NZKEhISMGTIELRu3Rpt27YVkp/zsVeDBw9GzZo1hbiysWPHonPnzliyZAl69uyJ77//HseOHcOqVasAAAzDYNy4cZgzZw7Cw8MRFhaGadOmISgoCPHx8QCARo0aoVu3bhgxYgQSExNRVFSE0aNHY8CAAcLIyH379uGll17C2LFj0bdvXyFWzNHR0W7B+RXGEgbos9inp6ejXbt2uHbtmr27UyYo8jyZsIrpHBnovN3t0UWKnWE0LPJ9HUxawUp0RcrWjdvwrkqjtURIysonYAWkVjHxKwCjNQyqAkzsWtMyHDQMpxBg0tGOKlMGSaxLRhehYJkyEzwvz/FV+sWEuxSmrGRyt6raVEjmrWKmLGLScv2gCL5OmUPM+BmV5JYsSbBTd6T1DDC4JJP/ysCDXPXRghURW1rCAH3KicWLF2P69OmIjIzEyZMnkZSUJATW37hxA3fv3hXat2/fHhs2bMCqVavQvHlz/Pjjj9iyZQuaNGkitJk0aRLGjBmDkSNHok2bNsjNzUVSUhKcnY2pNtavX4+GDRuiS5cu6NGjB2JiYgQhBwDr1q3D48ePMW/ePAQGBgrLK6+8UoqrWDZUmDxhLMsiPT0dXl5eGDZsGJKTk7Fp0yY0atQIQUFBZTZdUXnB52OpN8mQJ8yQh4fPD8YUE7DFMCz6955X8kCOnRF88JSqgcbTE9ndIqBzMMykoIUxP5gW+rxghlc+9xenhZAbTJwPTJ83jBjzgvFuKcN7RlhED29W/0DnUyHwIyGNiUUhTTIKQMvKxJbM+gUYg/J50SKUSSxj6lYvU0H44sB7uYVMjlpmfXnwvBidIleYKD8Yn+dLtD3fniOsop7PEcaJ24CRlPM5xeT5xPhcYjqOFcp1nDSHGMcZXzlOr544Po+YOHcYB0PuMMaYN0zHSHOE8e91AJdXgCvzaZ4wa+iz4nf8eSsbU3o0xMhOdUu9n/LME9b+xVlW5Qk7nDyjyn2u5UWFsYQxhtE6Tk5O2LBhA8aOHYtu3brh//7v/+zcs6fE8J2tFphv/PWpd0E9qu0KbWiwHTtLsQePujSSWrlgfK9McSJyNclGQhrjfcSxYFBYwUy7IY0WMLElxloBxsd+ia1fEmuQxKJlwuqlYumSx4KZTjWhk+UZk2bDV2TENxEfpmYpE6e4ELcTYscU/Redpyy4X59XzbIYMQ0rdQ9L04cYYvwAy6xhIne0MKpW/L1EsYr+bfTWsO+P3lSdCq9CQqxcKDajwsSEyW/eqVOnolGjRnabW7KsMB1Qzc/vJioHoPP1BHPbEaSo0E49ppQn2uBa0rQSgKrrWiLSWHPB+qbcUMpgfCge6KbzVlkjwExZv8QxX2LLl6lYML6eR2odU09FYWl8GMvo1CfqFlm/xLFhGkYnspSZigvjpHWK3XPGdBYMIzo+p4//YhgUc6wkRkzvujRM3m1ozqeuYBhGEh8GhhgGaDCC6DYVG0YM9xFDVGLEKFbROzIIc3b8hb/v5+HotX/QNqzij3TnbwtL21JsR4URYVevXkWNGtLAxr59+6Jhw4Y4duyYnXpVNsgD8/UPQKhYNxjkhbjB47ILdFlUhFUFnjTwV1hETcWFqcUWqucMs9AKxhgtJ/wrb2kRLC+ieCRLAvDFAkzN9WiJ+FJ3SUpFl5rY0kBdmJlCwwA6mTNAIc7EucQkYksUqC8SY0axxhoD/hljnzliKJMF7XPQG6i0LCcRYgCgg0HasYCO01vIdByrt3iBET4/whjyjYk1IoFIZBET7yG9XyhW4e6kxUvNAvHDsVvYePTmMyHCxKknLGpLsRkVxh0ZGhoquCTFNG7c+Nm2hoksHGrB1op6AIWRdY0/eymVFk1EfehcNCYCpBnFvSJxRYq3kU9ZI7aaia1ghngwln/PiF1aypxU8mBxSboJCwWY3PUocSUyRmGm7pJUD5x3YHTQgJMsDkzpJvEuaV9idyjvxhS7LdVckdIcZPJrIDpnmXtSSGMhtzZKPg9IPxvJZ6h0SyqmMxKJdImAB3VHPg28S3LH6TvIyS+yc29KhrFxYD7FciqMJayyovaAZUSv8gcmYYAiDy20Wgfqkqzk6NydwGn5G0HpYpSLdIX1S20b8STdIiuY2mhIiRsSRkuXOBWFOQEmme9RJDIAcVC+UXwBpoPx5Znz+X0AUguXmgXMUhekKfQWKpn6ICKrmmRaMWOWfH2dsVzNMmbeRclZZRHTuyQJWOhDGVh+lyW5JVlR1n7eAsZCb+EQp61gUYF+lj9btAzxRrifOy7dy8XWk3fwr3ah9u6SeayJ9aIizKbQPzlbwxgDppWWL/HD11Bo8FQUdm5ql+5SygdNeB3k+7lIRBUAk+5Go8gyvhdbOEwJNnmSVrkbUkjOyhBDKgSRGFOzHpUgwIxB+VLrlzRg3Wj5EpKsyixeYguVtZas0ixyS5o4pYR6X6QTepuyjKlZxUpjEeM/C36QBO8uZgDJBN9CFn0YP2OjFUxpDRPfV4I1jGI1DMOgfxv9oKqNR2/auTclwxBi1UKxHVSE2RqVh6PY7G/qgUs0DDS+1e3QYYqtYZycwLkbBZi+ULoQlXtG1RXJL7IErIIVTDSKTmwFU8sHJg/EZ0UPfksFmFho8aMZjbmydCWKL7nYMSWGLHFBOrA6xWKuvVyYmRN9/LHlE3pLR1YaR1OKy3j3pJbPr8byozmVQkzsiuStkmI3JF8u/Uzl4gvSBL2Q3mdEnlmfUipeaVkLDhoGp29n4+ydbHt3xzyclQvFZlARZmtULBtmrR0wBGhrGOjqBNmr1xQbwnp6osDf1VjAiILyoR4PZs4VKQnIByTzSIqFmTIY35gKwZgVn5NYXgRBZqUA48WX6XgwpfhSE1XmRJHGkBxWvjgwOv2+VNNQ6OtUt5OJtJKscarWMZFlTHKOIquYJIZMtD99+gxpygp+XS64WINoZkVpLCy2hikEO6QLpVT4uDmia4R+jsJNx27ZuTfmoZawigMVYbbG8EVnLk+Y1CrGGLdj6TdiZcVogVBxRcKcexEqD1A+Dox/b9oKJk7KKk5HwceBiS0ugugqpQCTux7lmfPlVqWSxI9caJkSWabEmSXby9tZIsjE5UIgvyiAvySrmNw9aWp+SbFANgpmozWTZTnD56tfGJYzaw0jDJGkO+HFPaX0vGZwSW4+cRv5RRU4wbil+cGsiR2jlAoamG9j+C83Pgjf1HulpYxBkbsDnOuFQXf5qj1PgVKGME5OKIqopRThsvcK97RKvbSt4ZtS1cKhfyBLE3waR0OK48AYyHKBlSDA5JYuAKqCDICwHQBBtOjLpQH4wro4SF/2JBDXmWpTEiyjU2TQ1wDQSdJSiI/DGv7Xp7HgU1ywDJ92wtCW4TN7QQi8F6euMAboc7J1Hn3eMPE6f2z+cyYwBuozjDRthV5g6+eQZBl9TjL+h6AxEB/6H3kEMKarINQS9pTE1PNFkJcz7mTn45e/MtC7eQX1ZtAUFRUGagmzNWqmfpnYAkxYQzQM4OQIsJpy7TLFdrBOTtA58A9U4xNPYSUFVMQZMemKlAsvsRWMFR7MSjekRjRCUu6C1DLKxKzi+R/Vgu+1QmC62CJmDFZXs3zJLUyCFcqEhUrNimWpBcwSi5h4X+J6cbm6FYxTOUc1F6X6utw1qWZplLuLebek2KqpcEvKBLnCGqb2HUUpFRqWwaut9dawHypwgD5DU1RUGKgIszUmrBrqr4xsOwaFfm7Q+tdQ2zPlGaSoeV29BUIQWoxCeJkbuGHSFckvotQUxnplML48uFttEcQYyykEmDn3ozLwXi1+SipW9EH8UtFjSigpY7mKYYy/sn5xYIuVbkgTx5OXmY4PI6ouSrnwcpDFjZkSYhrRNZfHh8ndkmpB+oq8YbL7RCLqKU9Fv1a1AACHrjzArX8e27k3JuAtYZYuFJtBRZiNEYZ9M9JUAqayoAuvfGohhgGp5glGSz3HzzraAH9jyigTwffycgCq94twj/ATdcNYLn7wmrKCid2QGoNrUmppkeYFs0aAqVm/TFmKTIkbNTGmJrj0sVrkqRdzwsycMOStY2rCUhxLJraKyQP0HRjOuG5GiKmNmOTjw+RTTllsDVMT9ZSnItjHFR3qVQchFTdAn+GsWyi2g4owW6MiulRHRkL2QIbxtcjHFYyTU3n3nFLG6Gr6ykZBQlV4qb8aRDzEQf1qaSmkecFKsoKZigOTxnxZL8DUBInYWmTSsqRmfRItJYmnUlvDVMSc5LhmBJkpMWbKKiZOZyF3T6oJMWOKD04yYlK56GP9NAwxDL4wYQ0Tiy+ouCQpT81rBpfkj2m3wHEVUNhSS1iFgZpXbI1McAkeR35d3AbS2DDJl2K9EODUefoH8YyirR2CIketxLoloPKZqwkxcWyYsZ00LYU5K5j4AS0eDSm2rPCB+MY6uUXMcgHGbwdAIr703TUG34vf8wjZ9EXB9uJs+vI6OfK2PBwx/btTw+igE38wJgP0ZfWMMQjfGOzPCgH8fMZ96bo4W74sQJ/VoZjTCPeFVrTOMsTQmgAsB3CsMNG3xrBOGAKGMGBZAkL09wAx3AOEYfQinT+W3gQKEP24AuqOLBviGgfAw1mL21lPkPL3Q3So52vvLkmxZtQjfeTYFCrCbAwfSC1MJ2IYtSQdJckYH6zQN9Z/GRpHNHFOWjB0KqNnE4YBcXSQfr6y9BTyrPmqLkjWVJ3YAqZuBWNZ825I3uolHgkpdoWpBuFLkrEqRz6KxRigFFxy8VWS8DInyMSYm8ibP5Z84m4BkfASizIWIgEnP7aKGDO2YQHCQTJZOOGsFmIso2/LT2dEiP5z5kRCVwepACeAQYgxwvcPI5qmiB+sCZ1ezDP8/UV5apwdNOjVPAgbUm9g07GbFU6EWZP/i+YJsy3UHWlrWGMsmDnrhqk8YmKYBnXKu/eUMkDr7wfO08Xw4FNzR0LpnpZZTM27IiFYwfhXsRVMPDWROTekciSkdQKMdz+KY7/krkexS0/ubpS7AcUuQgchvxjf1rLph0wtpqY7cmCKZcdRuif5fvF94uPHxG5K8TmquSjV4sTMuSb119ToDhYH6kvm9TSIbEnsn+EzFueQk4p26o60BbxLcteZ9Io3qTd1R1YYqCXMxggPVD51kOhhK88RJrGKwfCeZQwT6+pfWQ8PcI8e2eVcKNbDaLWAi7NKhf6FKD57QCK8BAsqjA9PoU4akK/PB2Z8sMoFl9gKJnZDimO9+PdaxRQ/JQswc9YvsRvSlOXL1Lq+zPwk3vI2liCxTokRTd6tYTiRBUvFPSmygrEMZ5jAW2QZk7kojVYwg3sSDHQMEVm9pBYxjjG6DvXnzQk5xDiGQAsOxdC7IHm3pNwapp/gW28RYxl93jD++0c5QIg+cMuK5rW8hEm9d5y6i4FtQ+zdJSP6W8nythSbQS1htoa3bojeq8UDyS0gqrEZLAu2ejVb9pZSxjAuLuDcXACoCS5GKDdnETU1klYRkG/YpV5wlWwFE1u9pEH5RkHFB+ZbK8AU1iCRlUhsZRKsSTLrktzaJQ9yly+OjDLNhCWLI1NcojVNzUomt46J18WWMbkV0NSABT5gX5HCQjTFkZqbWG7F1AiWMak1TDxSUirWIfrOIdLvJspTwTAMXjWkq/gxrWKNkqTTFlUcqAizNSLrhdKqIQ+41m+irGeEHGLE0QEaby87nAjFaliNUTTLk/JCKa707aAqvKT3irorUpyOQM0KpmH1D2gNQxRuSONE2crUFKURYGoChE8vIRZbSjGjFF4K16FMSDkwxWDBlXpRFWglCEBLxJiaENVfB53Ja6dldIrcYQ5qc02KRJmaW1IjGnwhHSVpFOlqIp6KsLIlvkVNsAyQdv0fXH2QZ+/uGCGwwh1p785WbqgIszG8BUzNzaQW+yWxhrEQHt4CDAM4ONq835Snh9FoQBy0xr8y8bygYouYsAEgF2TieDD1UZHSgHwGMGTLl1rB1EZDSlNOGB/mYpfk0wgwaeoGmUAxIb5UhVcJgoufGLy0i14omRZmYmuZvH+8dYy35InFmDi9halYMVNxYsps+vK4L+NnJ09bIbZ+Saan4tNWGOaUVKSroCKszPH3dEbHcH2y7Z+OVyBrGI0JqzBUSRE2c+ZM6OdWMy4NGzYU6vPz8zFq1ChUr14d7u7u6Nu3LzIyMkp3MIYoBZeKdUMeDyRxR4of2CwDxs0FrKtrKc+eUl5oRDMdCJ8nKw3Ol94DUJQrLKeiEZL8oA+GMQovNSuYMWeU0g2pEVlTtDKLi0b1vVE8aFm9qHBgdHBgdapWH7koUYoVTiFE5MLLnOByNBFgb+3iaHAFmhJm5gSZ2DomPj/xe1NWMXMWMbEQ461jvNgSAvVVrJryIH2NImeYQWvJraqgMWG2oK/BJfnT8dsVJ2cYZ+VSClauXInatWvD2dkZUVFROHLkiNn2mzZtQsOGDeHs7IymTZti586dknpCCKZPn47AwEC4uLggNjYWly5dkrTJzMzEoEGD4OnpCW9vbwwfPhy5ublCfX5+PoYOHYqmTZtCq9UiPj6+dCdXhlRJEQYAjRs3xt27d4Xl999/F+rGjx+Pbdu2YdOmTfjtt99w584dvPLKK6U7kMjsL48LU4v1MT6EGWMbtd3SDPoVGkbNWin7azMlzk2NlDXlijTGg/HuSKkVTC0YX/wqTsiqZmlxEEbp8YJAPwJSzfoltfQoXY9q4ou3Konjunjx4yASR2qCq6yStaqOuBSJMlUrmRkxJrf6CddAZim0RohpZJ+LPD5MXC62hqnFhgmijDXEh4ljxChlStcIf3g4a+Hn6YSHeRUjxZCtY8I2btyIhIQEzJgxA8ePH0fz5s0RFxeHe/fuqbY/fPgwBg4ciOHDh+PEiROIj49HfHw8zpw5I7RZuHAhli9fjsTERKSmpsLNzQ1xcXHIz88X2gwaNAhnz55FcnIytm/fjgMHDmDkyJFCvU6ng4uLC959913ExsZafV62gCGk6tkaZ86ciS1btuDkyZOKuuzsbNSoUQMbNmzAq6++CgA4f/48GjVqhJSUFLRr186iY+Tk5MDLywvBi2eDdXQBWwwwxQwYHYT3bBHA6qB/LQLYIgK2CNAUEmgKAU0hB7aAQFPAQZNfDLagGOzjQjBPCkCe5EN3/yHA6cry0lDKCE21amDcXEFcnUFcHMG5OIBz0qDYWQPOkYXOiYHOkYHOgQHnCP2rA8A5AEQLcFr+lehfNQDREv2iIYBoYTQErMbgbmIJNBoOGo3hQa7RKWLBNIbJtzUsZ5iIWydYVHhB5iCIMk4SoyRMN2TC/ciLLwASEQJAEDr690R4bxw5ya8bv5KkoyItT9Yq3i+PzkyiVgDSRK1QJnblR0nqDL+MOGGdldRzhnodWHCEFfbLv+cICx1hwYGRvhLGsA0jeV9MNNARBsWcxtBW/77YsA3/vpjT77eYY6HjWOgIo3/lWOg4BsUcC45jodOx0OkYEI4FxzEgOgZExwLFDLi8AtwaNx3Z2dnw9PQ0e73k8N95pdm2spOZVwgfN/NhJOVx/fhjdGkyCVqNZbOwFOsKsOfMQqv6FRUVhTZt2mDFihUAAI7jEBwcjDFjxuCDDz5QtO/fvz/y8vKwfft2oaxdu3aIjIxEYmIiCCEICgrChAkT8N577wHQP6v9/f2xdu1aDBgwAOfOnUNERASOHj2K1q1bAwCSkpLQo0cP3Lp1C0FBQZJjDh06FFlZWdiyZYtF52Qrqqwl7NKlSwgKCkKdOnUwaNAg3LhxAwCQlpaGoqIiiUpu2LAhQkJCkJKSYnJ/BQUFyMnJkSwAjFYwlbgwU64o3l0ldlEa44mMDwrW0aGMrgalLDFlpRQGV7CmrV1qllJ5PJipgHwwRLCAmbKC8QJMPkWReJJujcgaJhZggvAqQYCpWb8cDG48SbyXzOolWJ5MWLoUcz6KXJaWBOs7MMX6fpjYxlE2dZHJ3GQyl6WwTxXLmMItKXNPShZWp2oRk+cN4z8fcf42/jPUMJwgtOXzSoqtYcb7BMJ3FNgq93u83ChJgJU7NowJKywsRFpamuQZyrIsYmNjTT5DU1JSFJapuLg4of3Vq1eRnp4uaePl5YWoqCihTUpKCry9vQUBBgCxsbFgWRapqalWnUN5UiV9WlFRUVi7di0aNGiAu3fvYtasWejYsSPOnDmD9PR0ODo6wtvbW7KNv78/0tPTTe5z3rx5mDVrlqJcV/AE4ABGx4AUM2B1AFMMkGIGXLHeEkaKDEsxASkCNPz7YgJSzBkWHVhdMVhdERhSCMIVgrA6cKSCJQGkgGFZsDB8TjoGhAN0Og5ccTF0Gg10RQx0DKO3aoAxhF0w4Aj0iw7gOIDoCIgOIBr9e64YgMwSxmj01i+WJSAaDpyGA1iAYTkwrH6dYfSB2KxGB47loGP0I+d0DAHD6PRtGU6fNZ3RgWE4FDP8Q5wXApx+mhxw4AwCjDMICp1BEOkYvXjRiaxfxYxRmAAQxBegtHzxGfT5cn17kVVMZNliwcHUnS+3gMkxZxHjZL9LxW3FljK+HWcoE1vHxJYxsVWMiCxh/P44YrSGcYbXYk4jsYhxYA1WMOhfBSuZ/lg6jgUhDHREA45jwHH6Os5g+SKc/thEZ9inTm8B43T6tsRgFSM6BlxBAQB9/I218NsIP0ApVsFft3JxTlkjrkx8rk5OTnBSmdP4wYMH0Ol08Pf3l5T7+/vj/PnzqodIT09Xbc8/c/nXktr4+flJ6rVaLXx8fMw+u+1NlRRh3bt3F943a9YMUVFRCA0NxQ8//AAXF5dS7XPy5MlISEgQ1m/fvo2IiAjcmTL3qftLecYoMCyZ9u4IhVI6Hj58CC8v61LhPHz4EAAQHBxsiy5VGR49emT1tbeaUogw+ec6Y8YMzJw5s4w7VvWokiJMjre3N+rXr4/Lly/jxRdfRGFhIbKysiTWsIyMDAQEBJjch/xXgbu7O/766y9ERETg5s2bFSZGIicnB8HBwRWqTwDtlzVUxD4BtF/WUBH7BOjjbEJCQuDj42P1tvw2N27csL2IsCH2+mwIIXj06JEidskm8LO3WNoWUFwPNSsYAPj6+kKj0SgyCph7hgYEBJhtz79mZGQgMDBQ0iYyMlJoIw/8Ly4uRmZmptlnt72hIgxA7v+3d+dRTZ3pH8C/SSCERQKIEkBZFMQdFCUGLbaFI7RM0Q7HhXLEWkakJS5Dxzq0KpYuWK3W2mptrcucDktr68JYRWncqiIWJEUEKSpqtSC1CIgLW57fH0zuL1cW2UKY8n7OuYeTe5/75nnf3Ju83OW9NTW4cuUK5s6dC29vbxgbG0OlUiE0NBQAUFRUhBs3bkChULS7TKFQCEdHRwCApaVlr/qiBXpnTgDLqyN6Y04Ay6sjemNOQNP3V2fXkUqlvbJOHWWIz6anOq+deYB3e9tDLBbD29sbKpWKGwJCo9FApVJBqVS2uI5CoYBKpcLSpUu5eRkZGdxvrqurK2QyGVQqFdfpqq6uRlZWFl599VWujMrKSuTk5MDb2xsAcPToUWg0Gsjl8nbV1RD6ZCfsH//4B1544QU4Ozvjt99+Q3x8PEQiEcLCwiCVShEZGYnY2FjY2NjA0tISixYtgkKhaPedkQzDMAzTa3XidGRHxMbGYt68eZgwYQJ8fHywceNG3L9/H/PnzwcAREREwNHREYmJiQCAJUuWYOrUqVi/fj2Cg4ORmpqK7OxsfPHFFwAAgUCApUuX4t1334W7uztcXV2xcuVKODg4cB29ESNGICgoCAsWLMDWrVtRX18PpVKJOXPm8I4uFhQUoK6uDhUVFbh37x43SoK2c9fT+mQn7ObNmwgLC8Mff/yBAQMGYMqUKTh79iwGDGgaXPOjjz6CUChEaGgoamtrERgYiC1bthg4a4ZhGIbpBpr/3lHd3tgOmj17Nn7//XesWrUKZWVl8PLyQnp6Ondh/Y0bN3hHW319fZGcnIwVK1bgzTffhLu7O/bt24fRo0dzMW+88Qbu37+PqKgoVFZWYsqUKUhPT4dEIuFikpKSoFQq4e/vz/2Gb9q0iZfb888/j+vXr3Ovx40bB6CHbohoQZ/shKWmpra5XCKRYPPmzdi8eXOX3sfExATx8fGtnjs3hN6YE8Dy6ojemBPA8uqI3pgT0LW8emudOurPUo826flIGAAolcpWTz8eP3682byZM2di5syZrZYnEAiQkJCAhISEVmNsbGyQnJzcZl7Xrl1rc3lP65ODtTIMwzBMX6MdrDVgyGIYCds5WKumFj9c3cQG4dWTPnkkjGEYhmH6rB44Esa0D+uEMQzDMExfoiHgCY/94scy+sI6YQzDMAzTl5CmaWpvLKM3rBPGMAzDMH0JOx3Za/TZB3h3VmJiIiZOnIh+/fph4MCBmDFjBoqKirjl165dg0AgaHHavXs3F3fjxg0EBwfDzMwMAwcOxLJly9DQ0KCXnCoqKrBo0SJ4eHjA1NQUTk5OWLx4MaqqqnjltJTzk+4kbcvJkyfxwgsvwMHBAQKBoNnT6mtqaqBUKjFo0CCYmppi5MiR2Lp1Ky/m0aNHiImJQf/+/WFhYYHQ0NBmIyt3d16rV6/G8OHDYW5uDmtrawQEBDR7AKyLi0uztlqzZk2X8nrcvXv3sHTpUjg7O8PU1BS+vr746aefuOVEhFWrVsHe3h6mpqYICAhAcXFxt+bwJGvWrOHG8NF6+umnm7VNdHR0j+altXnzZri4uEAikUAul+PcuXMGyUNXdHQ0BAIBNm7cyJvfE9uUrsTERFhYWEAgEEAoFGLSpEnNth/d/U8ikaBfv36QSCQYM2YMDh48yIttz/ZYUVGB8PBwWFpawsrKCpGRkaipqeHF5OXl4amnnoJEIsHgwYOxdu3aNuvR0c949+7dGD58uF7r0drvwNmzZ9vMrcdwD6pt58ToDzEdEhgYSDt37qT8/HxSq9X0/PPPk5OTE9XU1BARUUNDA5WWlvKmt99+mywsLOjevXtczOjRoykgIIByc3Pp4MGDZGtrS3FxcXrJ6cKFC/TXv/6V0tLS6PLly6RSqcjd3Z1CQ0N55QCgnTt38nJ/+PBhp9vq4MGD9NZbb9GePXsIAO3du5e3fMGCBTR06FA6duwYlZSU0Oeff04ikYj279/PxURHR9PgwYNJpVJRdnY2TZo0iXx9fTudU3vySkpKooyMDLpy5Qrl5+dTZGQkWVpaUnl5ORfj7OxMCQkJvLbStnd3mTVrFo0cOZJOnDhBxcXFFB8fT5aWlnTz5k0iIlqzZg1JpVLat28f/fzzzxQSEkKurq5d+sw64ty5c+Ti4kJjx46lJUuWcPOnTp1KCxYs4LVNVVVVj+SkKzU1lcRiMe3YsYMuXrxICxYsICsrK7p9+3aP56K1Z88e8vT0JAcHB/roo494y3pim9JKSUkhgUBA7u7ulJqaSjNnziSxWEyOjo6899Tuf5s2bSKRSEROTk7k5eVFK1asIGNjY7pw4QIX257tMSgoiDw9Pens2bP0448/kpubG4WFhXHLq6qqyM7OjsLDwyk/P59SUlLI1NSUPv/88xbr0dHP+PTp0yQSiWjt2rVUUFCgt3qUlJQQAPrhhx94n2ddXV0HPqXuV1VVRQAowGEhBQ1a3K4pwGEhATDIPtwXsE5YF5WXlxMAOnHiRKsxXl5e9Morr3CvDx48SEKhkMrKyrh5n332GVlaWlJtbW2P5PTNN9+QWCym+vp6bl5LHZLu0lLZo0aNooSEBN688ePH01tvvUVERJWVlWRsbEy7d+/mlhcWFhIAyszM1Ftej9N+cf3www/cPGdn52Y/ot3pwYMHJBKJ6MCBA7z52vbRaDQkk8lo3bp13LLKykoyMTGhlJQUveWlde/ePXJ3d6eMjAyaOnVqs06Y7mtD8fHxoZiYGO51Y2MjOTg4UGJiokHyuXnzJjk6OlJ+fn6L24++tyldY8eOJQCUn59PRP/fNubm5rRt2zYi4u9/s2bNouDgYN7+J5fLaeHChURE7doeCwoKCAD99NNPXMyhQ4dIIBDQrVu3iIhoy5YtZG1tzfseXL58OXl4eLRYj45+xtp66NJHPbSdsNzc3BbzMBSuE2a/kIIcF7VrCrBnnTB9Yqcju0h7Sq+1B97m5ORArVYjMjKSm5eZmYkxY8ZwowcDQGBgIKqrq3Hx4kW956SNsbS0hJER/7LAmJgY2NrawsfHBzt27NDrKMK+vr5IS0vDrVu3QEQ4duwYfvnlF0ybNg1AU9vV19cjICCAW2f48OFwcnJCZmam3vLSVVdXhy+++AJSqRSenp68ZWvWrEH//v0xbtw4rFu3rtOnk1vS0NCAxsZG3mjQAGBqaopTp06hpKQEZWVlvLaRSqWQy+U90jYxMTEIDg7mvb+upKQk2NraYvTo0YiLi8ODBw/0npOuuro65OTk8PITCoUICAjosW1Hl0ajwdy5c7Fs2TKMGjWq1Th9blNadXV13PeMdvvStk1jYyNOnToFgL//ZWZmIiAggLf/BQYGcm3Znu0xMzMTVlZWmDBhAhcTEBAAoVDIne7PzMyEn58fxGIxFxMYGIiioiLcvXu3WT06+hlr66FLH/XQCgkJwcCBAzFlyhSkpaW1mJNBaK8Ja+/E6A27ML8LNBoNli5dismTJ/Mer6Br+/btGDFiBHx9fbl5ZWVlvA4YAO51WVmZ3nO6c+cO3nnnHURFRfHmJyQk4Nlnn4WZmRmOHDmC1157DTU1NVi8eHGXcmrNJ598gqioKAwaNAhGRkYQCoXYtm0b/Pz8ADS1hVgshpWVFW89Ozu7LrfTkxw4cABz5szBgwcPYG9vj4yMDNja2nLLFy9ejPHjx8PGxgZnzpxBXFwcSktLsWHDhm55/379+kGhUOCdd97BiBEjYGdnh5SUFGRmZsLNzY2rf0vbkb7bJjU1FefPn+ddn6brpZdegrOzMxwcHJCXl4fly5ejqKgIe/bs0Wteuu7cuYPGxsYW2+fSpUs9lofWBx98ACMjozb3JX1vU1q6bRMXF4fPP/8c5ubmuHbtGh49eoTS0lIA/P1P9ztLu405Oztz21p7tseysjIMHDiQt9zIyAg2Nja8GFdX12ZlaJdZW1u3WI/H41v7jFv77u3uelhYWGD9+vWYPHkyhEIhvvvuO8yYMQP79u1DSEhIi7n1KI0GQDvvetSwuyP1iXXCuiAmJgb5+fncf46Pe/jwIZKTk7Fy5cpek1N1dTWCg4MxcuRIrF69mrdMN89x48bh/v37WLdunV47YWfPnkVaWhqcnZ1x8uRJxMTEwMHBodUjLD3lmWeegVqtxp07d7Bt2zbMmjULWVlZ3JdvbGwsFzt27FiIxWIsXLgQiYmJ3fa4k6+++gqvvPIKHB0dIRKJMH78eISFhSEnJ6dbyu+MX3/9FUuWLEFGRkazo3Raup37MWPGwN7eHv7+/rhy5QqGDh3aU6kaTFJSEhYuXMi9/v777/Hxxx/j/PnzEAgEra6nz21KNyfNf39UExMT8fHHH8PGxgYikQiDBw+GVCrlPdOP6RxbW1ve5zlx4kT89ttvWLduXe/ohLG7I3sNtrd1klKpxIEDB3Ds2DEMGjSoxZhvv/0WDx48QEREBG++TCZrdoef9rVMJtNbTvfu3UNQUBD69euHvXv3wtjYuM3y5HI5bt68idra2k7n1JqHDx/izTffxIYNG/DCCy9g7NixUCqVmD17Nj788EMATW1RV1eHyspK3rq3b9/uUju1h7m5Odzc3DBp0iRs374dRkZG2L59e6vxcrkcDQ0N3fpcsqFDh+LEiROoqanBr7/+inPnzqG+vh5Dhgzh6t/SdqTPtsnJyUF5eTnGjx8PIyMjGBkZ4cSJE9i0aROMjIzQ2NjYbB25XA4AuHz5st7yepytrS1EIlGPtw/QdApKrVZz05kzZ1BeXg4nJyeuza5fv47XX38dLi4urZbTnduUbk7Z2dkQiUSwtraGWq1GZWUlSktL4efnB4FAgCFDhgDg73+631naNtRty/ZsjzKZDOXl5bzlDQ0NqKio4MW097uxM59xa+V3dz1aIpfLe3QfaBM7HdlrsE5YBxERlEol9u7di6NHjzY7dK5r+/btCAkJwYABA3jzFQoFLly4wNuRMzIyYGlpiZEjR+olp+rqakybNg1isRhpaWmtHsXQpVarYW1trZcH2dbX16O+vr7Zf90ikYj7T93b2xvGxsZQqVTc8qKiIty4cQMKhaLbc2qLRqNpszOqVqshFAqbnaboDubm5rC3t8fdu3dx+PBhTJ8+Ha6urpDJZLy2qa6uRlZWll7bxt/fHxcuXOB1MiZMmIDw8HCo1WqIRKJm66jVagCAvb293vJ6nFgshre3N699NBoNVCqV3redfv36wc3NjZuioqKQl5fHazMHBwcsW7YMhw8fbrWc7tymdHMaOXIkr22kUin69++Pw4cPo6qqCtOnTwfA3/8UCgVUKhVv/8vIyODasj3bo0KhQGVlJe9I7tGjR6HRaLiOukKhwMmTJ1FfX8/FZGRkwMPDg3cqEujcZ6ythy591KMlarW6R/eBNrEhKnoPw94X8L/n1VdfJalUSsePH+fdevzgwQNeXHFxMQkEAjp06FCzMrRDVEybNo3UajWlp6fTgAEDOj1ExZNyqqqqIrlcTmPGjKHLly/zYhoaGoiIKC0tjbZt20YXLlyg4uJi2rJlC5mZmdGqVas6lRNR0x10ubm5lJubSwBow4YNlJubS9evXyeiprvoRo0aRceOHaOrV6/Szp07SSKR0JYtW7gyoqOjycnJiY4ePUrZ2dmkUChIoVB0Oqcn5VVTU0NxcXGUmZlJ165do+zsbJo/fz6ZmJhwd5KdOXOGPvroI1Kr1XTlyhX697//TQMGDKCIiIgu5fW49PR0OnToEF29epWOHDlCnp6eJJfLudvc16xZQ1ZWVrR//37Ky8uj6dOn9+gQFVq6d0NevnyZEhISKDs7m0pKSmj//v00ZMgQ8vPz69GciJqGLzAxMaFdu3ZRQUEBRUVFkZWVFe+uZEN5/E7IntqmtFJTU8nY2JiWL19Ohw8fpmnTppFQKKTnn3+eiIjmzp1L//znP7n9TztEhbOzM3l5eVF8fHyLQzs8aXsMCgqicePGUVZWFp06dYrc3d15QztUVlaSnZ0dzZ07l/Lz8yk1NZXMzMzaHKKirc9YWw+t06dPk5GREX344YdUWFiot3rs2rWLkpOTqbCwkAoLC+m9994joVBIO3bs6OxH1i20d0f6W8+jwP4L2jX5W89jd0fqEeuEdRCaHrjVbNq5cycvLi4ujgYPHkyNjY0tlnPt2jV67rnnyNTUlGxtben111/nDRfRnTkdO3as1ZiSkhIiarrF2svLiywsLMjc3Jw8PT1p69atrebfHq2977x584iIqLS0lF5++WVycHAgiURCHh4etH79etJoNFwZDx8+pNdee42sra3JzMyMXnzxRSotLe10Tk/K6+HDh/Tiiy+Sg4MDicVisre3p5CQEDp37hy3fk5ODsnlcpJKpSSRSGjEiBH0/vvv06NHj7qU1+O+/vprGjJkCInFYpLJZBQTE0OVlZXcco1GQytXriQ7OzsyMTEhf39/Kioq6tYc2kO3E3bjxg3y8/MjGxsbMjExITc3N1q2bJnBvsA/+eQTcnJyIrFYTD4+PnT27FmD5PG4xzthPbVN6QoNDSWRSEQASCwW0/z587mhIaZOncrtD9r9TywWk4WFBYnFYho1ahR9//33vPLasz3+8ccfFBYWRhYWFmRpaUnz58/nxk/U+vnnn2nKlClkYmJCjo6OtGbNmjbr0dZnrK2Hrm+++YaGDRum13rs2rWLRowYQWZmZmRpaUk+Pj68oXYMheuEWUVQoPXf2jX5W0WwTpgeCYjYCV+GYRiG+bOrrq6GVCqFv3QujATiJ68AoIHqoKr6ihvWiOle7O5IhmEYhulLNBpAwB7g3RuwThjDMAzD9CXcVSztjWX0hXXCGIZhGKYPIY0G1M4jYcSOhOkV64QxDMMwTF/CjoT1GqwTxjAMwzB9iYYAAeuE9QasE8YwDMMwfQkR2v3sSNYJ0ys2Yj7DMAzD9CGkoQ5NnbF582a4uLhAIpFALpfj3Llzbcbv3r0bw4cPh0QiwZgxY3Dw4EF+zkRYtWoV7O3tYWpqioCAABQXF/NiKioqEB4eDktLS1hZWSEyMhI1NTW8mLy8PDz11FOQSCQYPHgw1q5d26n6dRfWCWOY/zHHjx+HQCCAQCDAjBkz2rXOyy+/zK2zb98+vebHML2Vdh+wsrLqUjmd2Qd7FdJ0bOqgr7/+GrGxsYiPj8f58+fh6emJwMDAZs/c1Dpz5gzCwsIQGRmJ3NxczJgxAzNmzEB+fj4Xs3btWmzatAlbt25FVlYWzM3NERgYiEePHnEx4eHhuHjxIjIyMnDgwAGcPHkSUVFR3HLt4/ucnZ2Rk5ODdevWYfXq1fjiiy86XMduY+DBYhmG6SDtiP9FRUV09+5dbn5NTQ3Nnj2bZDIZzZkzh+7fv88tq6yspNLSUgJAe/fu7fmkGaYD5s2b1+JTLQIDA5vFuri4UEZGBrdf6O4Tj8N/nyRy+/Ztbt758+fJy8uLzM3N6S9/+Qv98ccf3LL6+noaP348ZWVl8cqpra2l0tJSmjVrFk2fPr3L9e0p2hHznxa8SAHCWe2anha82OER8318fCgmJoZ73djYSA4ODpSYmNhi/KxZsyg4OJg3Ty6X08KFC4mo6SkGMpmM1q1bxy2vrKwkExMTSklJISKigoICAkA//fQTF3Po0CESCAR069YtIiLasmULWVtbc0+GICJavnw5eXh4tLtu3Y0dCWOY/1EDBw7k/Ue/ceNGWFhY4MiRIzA1NcXGjRu5ZVKpFDKZrOeTZJhOCgoKQmlpKW9KSUnhxeTl5eHu3buYOnVqu8u1srLiPRT9b3/7G5599lmcP38eVVVVeP/997ll69evx+TJk+Hj48MrQywWQyaTwdTUtJO1M6wGqkWDpp0T1QJoOoqkO9XW1rZYdl1dHXJychAQEMDNEwqFCAgIQGZmZovrZGZm8uIBIDAwkIsvKSlBWVkZL0YqlUIul3MxmZmZsLKywoQJE7iYgIAACIVCZGVlcTF+fn4Qi8W89ykqKsLdu3fb3X7diV2YzzAGVFVVBaVSiUmTJqG4uBg7duzA1KlT8eWXX8LOzq5DZd29exfDhg3DmDFjMHz4cNy5c0dPWTOM/pmYmDzxH4f9+/cjKCgIxsbGnX6fwsJCJCUlYdiwYQgLC8OBAwcAAFevXsX27duRk5PT6bJ7G23n8VTZwScH67CwsMDgwYN58+Lj47F69epmsXfu3EFjY2Oz7y87OztcunSpxfLLyspajC8rK+OWa+e1FaPbuQYAIyMj2NjY8GJcXV2blaFdZm1t3WJ++sQ6YQxjQDExMcjKysKyZcuwaNEibN26FUlJSQgNDcWpU6c6VJZSqYS/vz/eeustuLm54YcfftBT1gzTO6SlpSE2NrZLZXh6eiIjIwNubm5QqVQYO3YsACA6Ohpr165Fv379uiPVXkEikaCkpAR1dXUdWo+IIBAIePNMTEy6M7U+i52OZBgDqaqqQnJyMt577z1IpVIQEXx8fPD+++/j9OnT+OWXXzpUnouLC4qLi/Hrr7+ioKAAjo6OesqcYfTvwIEDsLCw4E26pwpv3bqFvLw8PPfcc116ny+//BLffvsthg4dCrFYjLi4OHz11VcwMzPDxIkTERgYCDc3N6xYsaKrVeoVJBIJLC0tOzRJpdJm81rrhNna2kIkEuH27du8+bdv3271yKZMJmszXvv3STGPX/jf0NCAiooKXkxLZei+R09jnTCGMZCrV6+CiDBp0iSQzlg8np6e3PKOEgqFkMlkzf5rZZj/Nc888wzUajVvio6O5panpaVhypQpXb7TcdSoUThx4gSuX7+O5ORk1NfXIz4+Hp9++ikWLVoEX19f/Pzzz9izZw/+85//dLFWf35isRje3t5QqVTcPI1GA5VKBYVC0eI6CoWCFw8AGRkZXLyrqytkMhkvprq6GllZWVyMQqFAZWUl7/Tx0aNHodFoIJfLuZiTJ0+ivr6e9z4eHh4GORUJsE4YwxiMSCRqcX5jYyOApuswGKavMjc3h5ubG2+ysbHhlqelpSEkJKTb3zc2NhZLly7FoEGDcPz4ccycORPm5uYIDg7G8ePHu/39/oxiY2Oxbds2/Otf/0JhYSFeffVV3L9/H/PnzwcAREREIC4ujotfsmQJ0tPTsX79ely6dAmrV69GdnY2lEolgKahRZYuXYp3330XaWlpuHDhAiIiIuDg4MANETJixAgEBQVhwYIFOHfuHE6fPg2lUok5c+bAwcEBAPDSSy9BLBYjMjISFy9exNdff42PP/64y6e0u4JdE8YwBqI9/ZGVlYWJEydy88+fPw+hUIhhw4YZMDuG6b1qampw7NgxfPbZZ91arkqlQmFhIXbu3Amg6R8i7VET3aMnTNtmz56N33//HatWrUJZWRm8vLyQnp7OXQR/48YNCIX/fwzI19cXycnJWLFiBd588024u7tj3759GD16NBfzxhtv4P79+4iKikJlZSWmTJmC9PR0SCQSLiYpKYm7NlYoFCI0NBSbNm3ilkulUhw5cgQxMTHw9vaGra0tVq1axRtLrKexThjDGIi5uTmioqIQFxfHjdqcl5eHDz74AOHh4c3u9GGYvqS2tpa7q03LyMgItra2SE9Px7Bhw+Di4tJt7/fo0SMolUqkpKRwHYTJkydj8+bNiImJwXfffYcNGzZ02/v92SmVSu5I1uNaOqI4c+ZMzJw5s9XyBAIBEhISkJCQ0GqMjY0NkpOT28xr7Nix+PHHH9uM6UmsE8YwBrR27Vo8ePAAERERAJruyAoJCcEnn3xi4MwYxrDS09Nhb2/Pm+fh4YFLly5h//79zU5FajRNI7sbGXXuZ+3tt99GcHAwvLy8uHmbNm3CSy+9BD8/P4SHhyM0NLRTZTNMa1gnjGEMyNTUFNu3b8fKlSvh6uqKM2fO8H4EGKYv2rVrF3bt2tXisoaGBhw8eBCHDh3izS8vL+fuouyMxMTEZvPc3Nye+MxDhukKdmE+w/yPGjRoEMLCwtoVGx0dzS70Z/4UKioq8Pe//527jrK2thYFBQX49NNP4e/v/8T1w8LCMGjQoC7l8OOPP8LCwgJJSUldKodhBKR7bzzDMAZx7do1uLq6Ijc394lHwh4+fIhbt24BaLqDsj3j25SXl6O6uhoAYG9vD3Nz8y7nzDC9wb59+zB37lz4+vpi27ZtcHJyajX28uXLAJruTH585PSO6Mw+yDAtYZ0whmEYhmEYA2CnIxmGYRiGYQyAdcIYhmEYhmEMgHXCGIZhGIZhDIB1whiGYRiGYQyAdcIYhmEYhmEMgHXCGIZhGIZhDIB1whiGYRiGYQyAdcIYhmEYhmEMgHXCGIZhGIZhDOD/AAyYPjftFTghAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "R_i = 1.0\n",
    "E = E_CWtoWA * R_i *100\n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=0.0008)\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"100\",\"75\",\"50\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J [%]\",shrink=0.7)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.15)#, sharey=ax)\n",
    "axright.plot(E.T[90],a_WA)\n",
    "plt.xlim(0, 0.0008)\n",
    "plt.yticks([])\n",
    "# plt.xticks([6,9,12])\n",
    "# plt.yticks([])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_WA,E[50])\n",
    "plt.ylim(0, 0.0008)\n",
    "# plt.yticks([6,9,12])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [%]')\n",
    "\n",
    "plt.title(\"\\\"CW to wall of the hole\\\" θ = {}, R = {}\".format(theta,R_i))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0004910463758239917 0.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "R_i = 1.0\n",
    "E = E_CWtoCW * R_i *100 \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=0.0005,)\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"100\",\"75\",\"50\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J [%]\",shrink=0.7)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.15)#, sharey=ax)\n",
    "axright.plot(E.T[90],a_WA)\n",
    "plt.xlim(0,0.005)\n",
    "# plt.xticks([0,6,9])\n",
    "plt.yticks([])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_WA,E[50])\n",
    "plt.ylim(0, 0.0005)\n",
    "# plt.yticks([0,6,9])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [%]')\n",
    "\n",
    "plt.title(\"\\\"CW to wall of the cavern\\\" θ = {}, R = {}\".format(theta,R_i))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0025515116308030147 0.0\n"
     ]
    }
   ],
   "source": [
    "#入力データのグラフの出力\n",
    "R_i = 1.0\n",
    "E = E_CWtoCC * R_i * 100 \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "plt.imshow(E.T,vmin=0.0, vmax=20.0)\n",
    "plt.colorbar (label=\"E/J [%]\")\n",
    "\n",
    "plt.xlabel('x [m]')\n",
    "plt.ylabel('y [m]')\n",
    "plt.xticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "plt.yticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "\n",
    "theta2 = np.linspace(0, 2*np.pi, 100)\n",
    "a = 2*r * np.cos(theta2) + 200\n",
    "b = 2*r * np.sin(theta2) + 200\n",
    "plt.plot(a,b, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "theta3 = np.linspace(0, 2*np.pi, 100)\n",
    "c = 4*r * np.cos(theta2) + 200\n",
    "d = 4*r * np.sin(theta2) + 200\n",
    "plt.plot(c,d, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "x = np.linspace(0, 401, 401)\n",
    "\n",
    "# create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axtop = divider.append_axes(\"top\", size=1.0, pad=0.3, sharex=ax)\n",
    "plt.title(\"\\\"FL to ceiling of the cavern \\\" θ = {}, R = {}\".format(theta,R_i))\n",
    "# plt.title(\"max = {}\".format(np.max(E)))\n",
    "plt.ylabel('E/J [%]')\n",
    "axright = divider.append_axes(\"right\", size=1.2, pad=0.5, sharey=ax)\n",
    "\n",
    "\n",
    "axtop.plot(x, E[:,200]) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axtop.axis([0,400, 0, 20])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "axright.plot(E[200], x) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axright.axis([0, 20, 0, 400])\n",
    "\n",
    "\n",
    "# plt.tight_layout()\n",
    "\n",
    "plt.show()\n",
    "\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [],
   "source": [
    "#出力結果の結合\n",
    "R_f = 0.1\n",
    "\n",
    "E_FL_R =                    (R_f * E_WAtoFL) + (R_f * E_CWtoFL)\n",
    "E_WA_R = (R_f * E_FLtoWA) + (R_f * E_WAtoWA) + (R_f * E_CWtoWA) \n",
    "E_CW_R = (R_f * E_FLtoCW) + (R_f * E_WAtoCW) + (R_f * E_CWtoCW) \n",
    "E_CC_R = (R_f * E_FLtoCC)                    + (R_f * E_CWtoCC)  \n",
    "\n",
    "E_FL_all = (E_StoFL)                    + (R_f * E_WAtoFL) + (R_f * E_CWtoFL)\n",
    "E_WA_all = (E_StoWA) + (R_f * E_FLtoWA) + (R_f * E_WAtoWA) + (R_f * E_CWtoWA) \n",
    "E_CW_all = (E_StoCW) + (R_f * E_FLtoCW) + (R_f * E_WAtoCW) + (R_f * E_CWtoCW) \n",
    "E_CC_all =             (R_f * E_FLtoCC)                    + (R_f * E_CWtoCC)  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.7071067811865475 0.0\n"
     ]
    }
   ],
   "source": [
    "#直達光データのグラフの出力\n",
    "E = E_StoFL\n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "plt.imshow(E.T,vmin=0.0, vmax=1.0, cmap='cividis')\n",
    "plt.colorbar (label=\"E/J []\")\n",
    "\n",
    "plt.xlabel('x [m]')\n",
    "plt.ylabel('y [m]')\n",
    "plt.xticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "plt.yticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "\n",
    "theta2 = np.linspace(0, 2*np.pi, 100)\n",
    "a = 2*r * np.cos(theta2) + 200\n",
    "b = 2*r * np.sin(theta2) + 200\n",
    "plt.plot(a,b, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "theta3 = np.linspace(0, 2*np.pi, 100)\n",
    "c = 4*r * np.cos(theta2) + 200\n",
    "d = 4*r * np.sin(theta2) + 200\n",
    "plt.plot(c,d, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "x = np.linspace(0, 401, 401)\n",
    "\n",
    "# create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3, sharex=ax)\n",
    "plt.title(\"\\\"the floor\\\" θ = {}\".format(theta))\n",
    "# plt.title(\"max = {}\".format(np.max(E)))\n",
    "plt.ylabel('E/J [](y=0)')\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.5, sharey=ax)\n",
    "\n",
    "\n",
    "axtop.plot(x, E[:,200]) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axtop.axis([0,400, 0, 1])\n",
    "\n",
    "plt.xlabel('E/J [](x=0)')\n",
    "\n",
    "\n",
    "axright.plot(E[200], x) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axright.axis([0, 1, 0, 400])\n",
    "plt.xticks([0,0.5,1],[\"0.0\",\"0.5\",\"1.0\"])\n",
    "\n",
    "# plt.tight_layout()\n",
    "\n",
    "plt.show()\n",
    "\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.006670463290332106 0.0\n",
      "0.0016573384016891415\n",
      "0.0007803945514945288\n",
      "6.230883247858668e-10\n"
     ]
    }
   ],
   "source": [
    "#反射結合データのグラフの出力\n",
    "E = E_FL_R \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "plt.imshow(E.T,vmin=0.0, vmax=0.2, cmap='viridis')\n",
    "plt.colorbar (label=\"E/J []\")\n",
    "\n",
    "plt.xlabel('x [m]')\n",
    "plt.ylabel('y [m]')\n",
    "plt.xticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "plt.yticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "\n",
    "theta2 = np.linspace(0, 2*np.pi, 100)\n",
    "a = 2*r * np.cos(theta2) + 200\n",
    "b = 2*r * np.sin(theta2) + 200\n",
    "plt.plot(a,b, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "theta3 = np.linspace(0, 2*np.pi, 100)\n",
    "c = 4*r * np.cos(theta2) + 200\n",
    "d = 4*r * np.sin(theta2) + 200\n",
    "plt.plot(c,d, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "x = np.linspace(0, 401, 401)\n",
    "\n",
    "# create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3, sharex=ax)\n",
    "plt.title(\"\\\"the floor\\\" θ = {}, R = {}\".format(theta,R_f))\n",
    "plt.yticks([0,0.1,0.2,0.30],[\"0.0\",\"0.1\",\"0.2\",\"0.3\"])\n",
    "# plt.title(\"max = {}\".format(np.max(E)))\n",
    "plt.ylabel('E/J [](y=0)')\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.5, sharey=ax)\n",
    "\n",
    "\n",
    "axtop.plot(x, E[:,200]) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axtop.axis([0,400, 0, 0.35])\n",
    "\n",
    "\n",
    "plt.xlabel('E/J [](x=0)')\n",
    "\n",
    "\n",
    "axright.plot(E[200], x) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axright.axis([0, 0.35, 0, 400])\n",
    "plt.xticks([0,0.15,0.30],[\"0.0\",\"0.15\",\"0.3\"])\n",
    "\n",
    "# plt.tight_layout()\n",
    "\n",
    "plt.show()\n",
    "\n",
    "print(np.max(E),np.min(E))\n",
    "print(E[101,201])\n",
    "print(E[200,0])\n",
    "print(E[1,200])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.7085599891455326 0.0\n"
     ]
    }
   ],
   "source": [
    "#反射結合データのグラフの出力\n",
    "E = E_FL_all \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "plt.imshow(E.T,vmin=0.0, vmax=0.02, cmap='viridis')\n",
    "plt.colorbar (label=\"E/J []\")\n",
    "\n",
    "plt.xlabel('x [m]')\n",
    "plt.ylabel('y [m]')\n",
    "plt.xticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "plt.yticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "\n",
    "theta2 = np.linspace(0, 2*np.pi, 100)\n",
    "a = 2*r * np.cos(theta2) + 200\n",
    "b = 2*r * np.sin(theta2) + 200\n",
    "plt.plot(a,b, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "theta3 = np.linspace(0, 2*np.pi, 100)\n",
    "c = 4*r * np.cos(theta2) + 200\n",
    "d = 4*r * np.sin(theta2) + 200\n",
    "plt.plot(c,d, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "x = np.linspace(0, 401, 401)\n",
    "\n",
    "# create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3, sharex=ax)\n",
    "plt.title(\"\\\"the floor\\\" θ = {}, R = {}\".format(theta,R_f))\n",
    "plt.yticks([0,0.01,0.02,0.030],[\"0.00\",\"0.01\",\"0.02\",\"0.03\"])\n",
    "# plt.title(\"max = {}\".format(np.max(E)))\n",
    "plt.ylabel('E/J [](y=0)')\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.5, sharey=ax)\n",
    "\n",
    "\n",
    "axtop.plot(x, E[:,200]) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axtop.axis([0,400, 0, 0.035])\n",
    "\n",
    "\n",
    "plt.xlabel('E/J [](x=0)')\n",
    "\n",
    "\n",
    "axright.plot(E[200], x) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axright.axis([0, 0.035, 0, 400])\n",
    "plt.xticks([0,0.015,0.030],[\"0.0\",\"0.015\",\"0.03\"])\n",
    "\n",
    "# plt.tight_layout()\n",
    "\n",
    "plt.show()\n",
    "\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.7071067811865476 0.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#直達光データのグラフの出力\n",
    "\n",
    "E = E_StoWA \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=1.0,cmap='cividis')\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"100\",\"75\",\"50\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J []\",shrink=0.6)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.6, pad=0.4)#, sharey=ax)\n",
    "axright.plot(E.T[270],a_WA)\n",
    "plt.xlim(0, 1)\n",
    "plt.xticks([0,0.5,1],[\"0.0\",\"0.50\",\"1.0\"])\n",
    "plt.ylim(50, 100)\n",
    "plt.yticks([50,75,100],[\"50\",\"75\",\"100\"])\n",
    "plt.xlabel('E/J [](φ=180)')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.6, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_WA,E[50])\n",
    "plt.ylim(0, 1.0)\n",
    "plt.yticks([0,0.5,1],[\"0.0\",\"0.5\",\"1.0\"])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [](z=75)')\n",
    "\n",
    "plt.title(\"\\\"the wall of the hole\\\" θ = {}\".format(theta))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.01179873572355485 0.0038924935798673194\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#反射光データのグラフの出力\n",
    "\n",
    "E = E_WA_R \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=0.2,cmap='viridis')\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"100\",\"75\",\"50\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J []\",shrink=0.6)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.7, pad=0.4)#, sharey=ax)\n",
    "axright.plot(E.T[90],a_WA)\n",
    "plt.xlim(0, 0.35)\n",
    "plt.xticks([0,0.15,0.30],[\"0.0\",\"0.15\",\"0.3\"])\n",
    "plt.ylim(50, 100)\n",
    "plt.yticks([50,75,100],[\"50\",\"75\",\"100\"])\n",
    "plt.xlabel('E/J [](φ=0)')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.6, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_WA,E[50])\n",
    "plt.ylim(0, 0.35)\n",
    "plt.yticks([0,0.10,0.20,0.30],[\"0.0\",\"0.1\",\"0.2\",\"0.3\"])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [](z=75)')\n",
    "\n",
    "plt.title(\"\\\"the wall of the hole\\\" θ = {}, R = {}\".format(theta,R))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.7132713901912464 0.006949119445151185\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#反射光データのグラフの出力\n",
    "\n",
    "E = E_WA_all \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=0.02,cmap='viridis')\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"100\",\"75\",\"50\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J []\",shrink=0.6)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.7, pad=0.4)#, sharey=ax)\n",
    "axright.plot(E.T[90],a_WA)\n",
    "plt.xlim(0, 0.035)\n",
    "plt.xticks([0,0.015,0.030],[\"0.0\",\"0.015\",\"0.03\"])\n",
    "plt.ylim(50, 100)\n",
    "plt.yticks([50,75,100],[\"50\",\"75\",\"100\"])\n",
    "plt.xlabel('E/J [](φ=0)')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.6, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_WA,E[50])\n",
    "plt.ylim(0, 0.035)\n",
    "plt.yticks([0,0.010,0.020,0.030],[\"0.00\",\"0.01\",\"0.02\",\"0.03\"])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [](z=75)')\n",
    "\n",
    "plt.title(\"\\\"the wall of the hole\\\" θ = {}, R = {}\".format(theta,R))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.7071067811865476 0.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#直達光データのグラフの出力\n",
    "\n",
    "E = E_StoCW \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=1.0,cmap='cividis')\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"50\",\"25\",\"0\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J []\",shrink=0.6)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.6, pad=0.4)#, sharey=ax)\n",
    "axright.plot(E.T[270],a_CW)\n",
    "plt.xlim(0, 1)\n",
    "plt.xticks([0,0.5,1],[\"0.0\",\"0.50\",\"1.0\"])\n",
    "plt.ylim(0, 50)\n",
    "plt.yticks([0,25,50],[\"0\",\"25\",\"50\"])\n",
    "plt.xlabel('E/J [](φ=180)')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.6, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_CW,E[50])\n",
    "plt.ylim(0, 1.0)\n",
    "plt.yticks([0,0.5,1],[\"0.0\",\"0.5\",\"1.0\"])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [](z=25)')\n",
    "\n",
    "plt.title(\"\\\"the wall of the cavern\\\" θ = {}\".format(theta,R))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.034933028287098766 0.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#反射光データのグラフの出力\n",
    "\n",
    "E = E_CW_R \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=0.2,cmap='viridis')\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"50\",\"25\",\"0\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J []\",shrink=0.6)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.7, pad=0.4)#, sharey=ax)\n",
    "axright.plot(E.T[270],a_CW)\n",
    "plt.xlim(0, 0.35)\n",
    "plt.xticks([0,0.15,0.30],[\"0\",\"0.15\",\"0.3\"])\n",
    "plt.ylim(0, 50)\n",
    "plt.yticks([0,25,50],[\"0\",\"25\",\"50\"])\n",
    "plt.xlabel('E/J [](φ=180)')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.6, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_CW,E[50])\n",
    "plt.ylim(0, 0.35)\n",
    "plt.yticks([0,0.10,0.20,0.30],[\"0.0\",\"0.1\",\"0.2\",\"0.3\"])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [](z=25)')\n",
    "\n",
    "plt.title(\"\\\"the wall of the cavern\\\" θ = {}, R = {}\".format(theta, R))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.7071067811865476 5.119228631931289e-07\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#反射光データのグラフの出力\n",
    "\n",
    "E = E_CW_all \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=0.02,cmap='viridis')\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"50\",\"25\",\"0\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J []\",shrink=0.6)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.7, pad=0.4)#, sharey=ax)\n",
    "axright.plot(E.T[270],a_CW)\n",
    "plt.xlim(0, 0.035)\n",
    "plt.xticks([0,0.015,0.030],[\"0\",\"0.015\",\"0.03\"])\n",
    "plt.ylim(0, 50)\n",
    "plt.yticks([0,25,50],[\"0\",\"25\",\"50\"])\n",
    "plt.xlabel('E/J [](φ=180)')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.6, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_CW,E[50])\n",
    "plt.ylim(0, 0.035)\n",
    "plt.yticks([0,0.010,0.020,0.030],[\"0.00\",\"0.01\",\"0.02\",\"0.03\"])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [](z=25)')\n",
    "\n",
    "plt.title(\"\\\"the wall of the cavern\\\" θ = {}, R = {}\".format(theta, R))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.019378756503363962 9.573006446880277e-05\n",
      "0.014215527761969028\n",
      "0.00016018060102884928\n"
     ]
    }
   ],
   "source": [
    "#反射結合データのグラフの出力\n",
    "E = E_CC_R \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "plt.imshow(E.T,vmin=0.0, vmax=0.02, cmap='viridis')\n",
    "plt.colorbar (label=\"E/J []\")\n",
    "\n",
    "plt.xlabel('x [m]')\n",
    "plt.ylabel('y [m]')\n",
    "plt.xticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "plt.yticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "\n",
    "theta2 = np.linspace(0, 2*np.pi, 100)\n",
    "a = 2*r * np.cos(theta2) + 200\n",
    "b = 2*r * np.sin(theta2) + 200\n",
    "plt.plot(a,b, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "theta3 = np.linspace(0, 2*np.pi, 100)\n",
    "c = 4*r * np.cos(theta2) + 200\n",
    "d = 4*r * np.sin(theta2) + 200\n",
    "plt.plot(c,d, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "x = np.linspace(0, 401, 401)\n",
    "\n",
    "# create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3, sharex=ax)\n",
    "plt.title(\"\\\"the ceiling of the cavern\\\" θ = {}, R = {}\".format(theta,R_f))\n",
    "# plt.title(\"max = {}\".format(np.max(E)))\n",
    "plt.yticks([0,0.010,0.020,0.030],[\"0.0\",\"0.01\",\"0.02\",\"0.03\"])\n",
    "plt.ylabel('E/J [](y=0)')\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.5, sharey=ax)\n",
    "\n",
    "\n",
    "axtop.plot(x, E[:,200]) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axtop.axis([0,400, 0, 0.035])\n",
    "plt.ylim([0, 0.025])\n",
    "\n",
    "plt.xlabel('E/J [](x=0)')\n",
    "\n",
    "\n",
    "axright.plot(E[200], x) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axright.axis([0, 0.035, 0, 400])\n",
    "plt.xticks([0,0.015,0.30],[\"0.0\",\"0.015\",\"0.030\"])\n",
    "\n",
    "# plt.tight_layout()\n",
    "plt.show()\n",
    "\n",
    "print(np.max(E),np.min(E))\n",
    "print(E[101,201])\n",
    "print(E[400,200])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.019378756503363962 9.573006446880277e-05\n",
      "0.014215527761969028\n",
      "0.00016018060102884928\n"
     ]
    }
   ],
   "source": [
    "#反射結合データのグラフの出力\n",
    "E = E_CC_all \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "plt.imshow(E.T,vmin=0.0, vmax=0.2, cmap='viridis')\n",
    "plt.colorbar (label=\"E/J []\")\n",
    "\n",
    "plt.xlabel('x [m]')\n",
    "plt.ylabel('y [m]')\n",
    "plt.xticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "plt.yticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "\n",
    "theta2 = np.linspace(0, 2*np.pi, 100)\n",
    "a = 2*r * np.cos(theta2) + 200\n",
    "b = 2*r * np.sin(theta2) + 200\n",
    "plt.plot(a,b, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "theta3 = np.linspace(0, 2*np.pi, 100)\n",
    "c = 4*r * np.cos(theta2) + 200\n",
    "d = 4*r * np.sin(theta2) + 200\n",
    "plt.plot(c,d, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "x = np.linspace(0, 401, 401)\n",
    "\n",
    "# create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3, sharex=ax)\n",
    "plt.title(\"\\\"the ceiling of the cavern\\\" θ = {}, R = {}\".format(theta,R_f))\n",
    "# plt.title(\"max = {}\".format(np.max(E)))\n",
    "plt.yticks([0,0.10,0.20,0.30],[\"0.0\",\"0.1\",\"0.2\",\"0.3\"])\n",
    "plt.ylabel('E/J [](y=0)')\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.5, sharey=ax)\n",
    "\n",
    "\n",
    "axtop.plot(x, E[:,200]) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axtop.axis([0,400, 0, 0.35])\n",
    "plt.ylim([0, 0.25])\n",
    "\n",
    "plt.xlabel('E/J [](x=0)')\n",
    "\n",
    "\n",
    "axright.plot(E[200], x) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axright.axis([0, 0.35, 0, 400])\n",
    "plt.xticks([0,0.15,0.30],[\"0.0\",\"0.15\",\"0.3\"])\n",
    "\n",
    "# plt.tight_layout()\n",
    "\n",
    "plt.show()\n",
    "\n",
    "print(np.max(E),np.min(E))\n",
    "print(E[101,201])\n",
    "print(E[400,200])"
   ]
  }
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