{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "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": 2,
   "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 =  1.0           #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 = 90.0       #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": 3,
   "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": 4,
   "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": 5,
   "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": 6,
   "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": 7,
   "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": 8,
   "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_t90.0h1.0h1.0_cr2.0_2023-03-20.csv',delimiter=',') \n",
    "E_StoWA = np.loadtxt('PPP_StoWA_t90.0h1.0h1.0_cr2.0_2023-03-20.csv',delimiter=',') \n",
    "E_StoCW = np.loadtxt('PPP_StoCW_t90.0h1.0h1.0_cr2.0_2023-03-20.csv',delimiter=',') \n",
    "\n",
    "#底からの反射光\n",
    "E_FLtoWA = np.loadtxt('PPP_FLtoWA_t90.0h1.0h1.0_cr2.0_2023-03-10.csv',delimiter=',') \n",
    "E_FLtoCW = np.loadtxt('PPP_FLtoCW_t90.0h1.0h1.0_cr2.0_2023-03-11.csv',delimiter=',') \n",
    "E_FLtoCC = np.loadtxt('PPP_FLtoCC_t90.0h1.0h1.0_cr2.0_2023-03-12.csv',delimiter=',') \n",
    "\n",
    "#縦孔壁からの反射光\n",
    "E_WAtoFL = np.loadtxt('PPP_WAtoFL_t90.0h1.0h1.0_cr2.0_2023-03-12.csv',delimiter=',') \n",
    "E_WAtoWA = np.loadtxt('PPP_WAtoWA_t90.0h1.0h1.0_cr2.0_2023-03-13.csv',delimiter=',') \n",
    "E_WAtoCW = np.loadtxt('PPP_WAtoCW_t90.0h1.0h1.0_cr2.0_2023-03-13.csv',delimiter=',') \n",
    "\n",
    "#空洞壁からの反射光\n",
    "E_CWtoFL = np.loadtxt('PPP_CWtoFL_t90.0h1.0h1.0_cr2.0_2023-03-13.csv',delimiter=',') \n",
    "E_CWtoWA = np.loadtxt('PPP_CWtoWA_t90.0h1.0h1.0_cr2.0_2023-03-13.csv',delimiter=',') \n",
    "E_CWtoCW = np.loadtxt('PPP_CWtoCW_t90.0h1.0h1.0_cr2.0_2023-03-13.csv',delimiter=',') \n",
    "E_CWtoCC = np.loadtxt('PPP_CWtoCC_t90.0h1.0h1.0_cr2.0_2023-03-13.csv',delimiter=',') \n",
    "\n",
    "#******************************************************"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "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": [
      "100.0 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": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "6.123233995736766e-15 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": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0 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_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": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "17.080624332607858 6.064236757872611\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": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "8.547810684159685 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": 14,
   "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": [
      "49.99287167913129 1.4921873474476623\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": 15,
   "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": [
      "6.114646023140122e-16 2.163610473691909e-18\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": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "9.394931510051492e-16 3.7597888262908023e-16\n"
     ]
    },
    {
     "data": {
      "image/png": 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ORdeuXQskaWVV1telK7Vr14ahoSH8/f2L/EX7+sTQ0h7HwMCgyNcPFJ0c5JfPmTOnyBjV/UNXmNatWxc6UnP16lUYGxvD09Oz2Of37NkTxsbGJW6vjkoWxdbWFocOHcKjR49w6dIlJCcn46uvvsKNGzfQtWtXqV7+PIu4uDjZ85OSkvD48eMSY27evDn+85//FFirKb+9kp5fHBsbG7Rp0wYdO3bE+PHjsXfvXmRmZmL69OlqPV+dvjQ2NsbmzZtLHaM6ytrHVL6EUEClxiaE5iMtmZmZaNmyJUJCQgrdv2TJEixbtgwhISGIioqCvb09evfuXW6T+AtT5UZagJdJy7fffouFCxfCwMBAdrok/9/5EzFfTVryJ9v+8MMPaNy4sazN58+fw9fXFxs2bCj2j13+ZMPXRzF69OgBAPj555/Rtm1bqTwqKgp//PEH5s6dW+Lr6tWrF3755RfUr19fGj1yd3eHs7MzvvzyS+Tk5MiSlvxh3tcnQK5du7bEY6lLG6+rMK/2Y/7IkSbMzc3RvXt3XLx4ES1atICJiUmp4iiJhYUF2rdvj927d+Mf//iHFKtKpcLPP/8sJZuFadKkCdzc3HDp0qUyryFSmPfffx9+fn64cuWK9IcoKysLP//8M/r37y87nVWYtWvXqvXlpEliamtrC1tbWwDAypUrkZmZKVvAr0+fPjA1NcWmTZvQvn17qTx/UclXfwUWxtfXF/PmzcPmzZsxe/Zs2fPNzMzQp08ftWMtyVtvvYVRo0Zh8+bNOHPmDDp27Fhs/aioKLXadXV11UZ4RSprH1P5UvfUT2lOD/Xt2xd9+/YtdJ8QAsuXL8fcuXMxZMgQAMDmzZthZ2eH0NBQTJgwQePjaUWFzqjRkfwJtwqFQrRt27bA/latWgmFQiGMjY1FZmamEOLl+hX29vaiWbNmRbY7ZMgQYWxsLJKTk4uskz/ZcsKECeL06dMiKipKmsg5fvx4oVAoREBAgDh69KhYu3atsLW1FfXr1xePHz8u8XXt2rVLmqwXGRkplX/00UcCgKhdu7Zs4ubjx49F7dq1RcuWLcXu3bvFr7/+KoYPHy7c3NwKTPgryzot6r4uTSbi5q/Hs2DBAnH27FkRFRUlsrKyhBBFr5/i4uIimxR69epVUbt2bdGuXTuxceNGER4eLvbv3y+WLVsmunfvXmIM6h4nIiJCGBsbi/bt24udO3eKffv2ibffflsoFAqxfft2qV5hE3F/++03oVQqhY+PjwgNDRWRkZFiz549IigoSLz77rslxlicvLw80aVLF+Hi4iJCQ0PFsWPHRJ8+fUTNmjXFv//97zK1ral169aJdevWiRMnTohdu3aJsWPHCoVCIZvQnG/RokVCoVCIL774QkRERIilS5cKpVIpxo0bJ6u3efNmYWhoKE1Ezzd27FihVCrF0qVLRUREhPjiiy+EQqEQixcvltXL//9YsGBBifEX9V64d++eMDU1FT179lSjF7Tn6tWrYufOnWLnzp3Cy8tL2NjYSI9fXWclIiJCGBoaioULF8qer24fU8XJn4h7+LKrOBnfqMTt8GVXAUAkJCSItLQ0aXvx4oVaxwMg9uzZIz3+888/BQARExMjqzdo0CAxatQobb5UjVTJpEUIIdq1aycAiJkzZxbYFxAQIACIzp07S2X5Vx0tX768yDaPHDkiAIhvv/222GPPmTNHODo6CgMDA9kfqby8PPHNN98Id3d3YWxsLOrWrSv+9re/iYSEBLVe05MnT4SBgYGwsLAQ2dnZUvnWrVsFADFkyJACzzl9+rTo2LGjMDc3FzY2NmLs2LEiJiZGq0mLuq9Lk6QlKytLjB07VtjY2AiFQiG7IkvdZEIIIeLj48Xo0aNFvXr1hLGxsbCxsRGdOnUSixYtKjEGTY7z+++/ix49eggLCwthZmYmOnToIH799VdZnaIWl7t06ZIYNmyYsLW1FcbGxsLe3l706NFDrFmzpsQYS5KamiomTJgg6tSpI8zMzET37t0LfAmVh7Vr14pmzZoJc3NzUaNGDfHWW2+JvXv3Fll/xYoVwt3dXZiYmAhnZ2exYMEC2XteiP8ltq9fbZOdnS0WLFggnJ2dhYmJiXB3dxcrV64scIxff/1VAFCrn4t6LwghxKxZswr8kNC1/M9SYdurSVhxiZk6fUwVJz9pOXi5oYiIdytxO3i5YYnvh+K8nrTkX4364MEDWb1x48ZV6BVmCiF0vCgAEZEe+uyzz7Bt2zbcvHkTpqamFR0OkUx6ejqsrKyw/3IjWFiWPDk782keBrX4EwkJCahZs6ZUrlQqC0wRKIxCoZBNxD19+jQ6d+6Mhw8fyi40GDduHBISErS6UKMmquScFiKikoSHh2P+/PlMWEiv5QkD5KmxOknef8cfatasKUtaSit/gcakpCRZ0pKcnAw7O7syt19aVfLqISKikkRFRWH8+PEVHQZRsVT/vRmiOps2ubq6wt7eXloHDHi5unVkZCQ6deqk1WNpgiMtREREekql5jotKmg+0yMjIwO3bt2SHsfHxyM2NhbW1tZwdnZGQEAAgoKC4ObmBjc3NwQFBcHc3BwjRozQ+FjawqSFiIhIT2l6ekgTFy5ckC37MWPGDACAn58fNm3ahM8++wzPnz/HpEmTpMXljh07ptW1vjTFibhERER6Jn8ibmisJ8zVmIj77GkeRrx5BWlpaVqZ06KvONKClwuBPXz4EJaWlrzvBhFVCkIIPH36FI6OjmrdSoEqpzyhQJ4aq92qU6cqYNKCl8ut169fv6LDICLSWEJCApycnCo6DNIR9e89VD1OmjBpAaTzc69f305EpK/S09NRv379Cp1fQLqnEgZQqTGnRVVNZnowacH/7tGjrevbiYjKC09pU3XCpIWIiEhP8fSQnN7P3jp58iQGDhwIR0dHKBQK7N27V7ZfCIHAwEA4OjrCzMwM3bp1w9WrVysmWCIiIi1S4X+TcYvbVBUdaDnR+6QlMzMTLVu2REhISKH7lyxZgmXLliEkJARRUVGwt7dH79698fTp03KOlIiISLtUMFB7qw70/vRQ37590bdv30L3CSGwfPlyzJ07F0OGDAEAbN68GXZ2dggNDcWECRPKM1QiIiKtUn9xueqRtFTqVxkfH4+kpCT4+PhIZUqlEt7e3jh9+nSRz8vKykJ6erpsIyIi0jcVde8hfVWpk5akpCQAKHDHSTs7O2lfYYKDg2FlZSVtXKOFiIj0Uf5IizpbdVAlXuXrl/wJIYq9DHDOnDlIS0uTtoSEBF2HSEREpLH8q4fU2aoDvZ/TUhx7e3sAL0dcHBwcpPLk5OQCoy+vUiqVUCqVOo+PiIioLFRCAZUaS/SrU6cqqNSpmaurK+zt7REWFiaVZWdnIzIyEp06darAyIiIiMpOpeYoC68e0hMZGRm4deuW9Dg+Ph6xsbGwtraGs7MzAgICEBQUBDc3N7i5uSEoKAjm5uYYMWJEBUZNRERUduov48+kRS9cuHAB3bt3lx7PmDEDAODn54dNmzbhs88+w/PnzzFp0iQ8efIE7du3x7Fjx3g/DiIiqvTyoECeGlcGqVOnKtD7pKVbt24QxdwISqFQIDAwEIGBgeUXFBERUTngSIuc3ictRERE1VUe1BtFydN9KHqBSQsREZGe4kiLHJMWIiIiPcVl/OWYtBAREekpoeYS/YITcYmIiKgicaRFTmtJS/5dljWxZs0a2NraaisEIiKiKoUr4sppLWnZu3cvhg0bBjMzM7Xqh4aGIiMjg0kLERFREdS9rxDvPVQKK1euVDsJ+de//qXNQxMREVU5HGmR01rSEh4eDmtra7XrHz58GPXq1dPW4YmIiKoclZr3FeK9hzTk7e2tUf0uXbpo69BERERVUp5QIE+NURR16lQFOr966ODBg4iIiEBeXh46d+6MoUOH6vqQREREVQJPD8npdDxp/vz5+Oyzz6BQKCCEwPTp0zFlyhRdHpKIiKjKEP9dEbekTfCSZ81FR0fDy8tLerxjxw5cunRJuqLI398f3bp1Q0hIiDYPS0REVCXxLs9yWk3Nxo8fj4CAADx79gwA0LBhQyxbtgzXr19HXFwcvv/+e7i7u2vzkERERFWWSvzvFFHxW0VHWj60mrScP38e9vb2aN26NX799Vds2LABMTEx6NSpE9566y3cv38foaGh2jwkERFRlaXOqSF1b6pYFWj19JChoSE+//xzDBs2DB9//DEsLCwQEhICR0dHbR6GiIioWlCpee8hdepUBTpJzRo2bIijR49i8ODB6Nq1K1atWqWLwxAREVVp+Zc8q7NVB1pNWtLS0jB79mwMHDgQ8+bNw5AhQ3Du3DmcP38eHTp0QFxcnDYPR0REVKXx9JCcVl+ln58fzp49i/79++P69ev4+OOPUadOHWzevBmLFy/GsGHDMHv2bG0ekoiIqMpSQZ1JuOqdQqoKtDqn5cSJE7h48SIaN26McePGoXHjxtK+nj17IiYmBl9//bU2D0lERFRlCTXntIhqkrRodaTFzc0N69atw40bN7BmzRq4uLjI9puZmSEoKEibhyQiIqqy1LvcWb1Vc1+Vm5uLefPmwdXVFWZmZmjYsCG++uorqFQqHb0S7dDqSMuGDRswduxYrFq1Cm+++SZ+/PFHbTZPRERUrag7X0XTOS3ffPMN1qxZg82bN8PDwwMXLlzARx99BCsrK0ybNq204eqcVpOWN998ExcuXNBmk0RERNWWru49dObMGfj6+qJ///4AgAYNGmDbtm16/ze8ekw3JiIiqoTy12lRZwOA9PR02ZaVlVVou126dMGJEydw48YNAMClS5dw6tQp9OvXr9xeW2loLWmxtrbG48eP1a7v7OyMu3fvauvwREREVY6mc1rq168PKysraQsODi603dmzZ+ODDz5A06ZNYWxsjFatWiEgIAAffPBBeb48jWnt9FBqaioOHz4MKysrteqnpKQgLy9PW4cnIiKqcjQ9PZSQkICaNWtK5UqlstD6O3bswM8//4zQ0FB4eHggNjYWAQEBcHR0hJ+fn3aC1wGtzmnR5xdKRERU2WiatNSsWVOWtBRl1qxZ+PzzzzF8+HAAQPPmzXH37l0EBwfr9d9yrSUt+n6ZFBERUWWjq4m4z549g4GBfIaIoaGh3v8t1+pICxEREWmPgHo3QxQatjtw4EAsXrwYzs7O8PDwwMWLF7Fs2TKMHj26VHGWFyYtREREekpXIy3fffcd5s+fj0mTJiE5ORmOjo6YMGECvvzyy9KGWi6YtBAREekpXSUtlpaWWL58OZYvX17KyCoGkxYiIiI9paukpbJi0kJERKSnmLTIaTVpSU9PL/mARkYwNzfX5mGJiIiqJCEUEGokJOrUqQq0mrTUqlULCkXJHWdhYYHevXtjxYoVcHJy0mYIREREVcarS/SXVK860GrSEh4eXmIdlUqFR48eYdWqVRg/fjwOHTqkzRCIiIiqDJ4ektNq0pKVlYXu3bvD2Ni4xLotWrRAhw4dtHl4IiKiKoWnh+S0epfniRMnwsbGBu+//z5CQ0ORmppaZN3GjRtjy5Yt2jw8ERFRlaLpDROrOq0mLbdv38bJkyfRvHlzLF++HPb29ujZsydWrlyJO3fuyOqamJjA19dXm4cnIiKqUvJHWtTZqgOtJi3Ay9M+8+bNw/nz53H79m289957OHLkCJo1a4aWLVviyy+/xIULF7R9WCIioipHqDnKwqRFCxwdHTFx4kQcOnQIjx8/xpdffok7d+6gT58+CAoK0uWhiYiIKj0BQAg1tooOtJyU2+JyFhYWGDp0KIYOHQqVSoWUlJTyOjQREVGlpIICCl7yLNHqSEu/fv2QlpYmPV68eLFsMm5KSgreeOMNGBgYwMbGRpuHJiIiqnI4p0VOq0nL0aNHkZWVJT3+5ptv8Ndff0mPc3Nzcf36dW0ekoiIqMri1UNyWj09JIQo9jERERGpL3/Oijr1qgPeMJGIiEhPcXE5Oa0mLQqFosC9h9S5FxEREREVxKRFTuunh/z9/aFUKgEAL168wMSJE2FhYQEAsvkuREREVDyVUEDBew9JtJq0+Pn5yR7/7W9/K1Bn1KhR2jwkERFRlcU5LXJaTVo2btyozeaIiIiqtZdJizqnh8ohGD3AibhERER6inNa5Ji0EBER6SkB9ZboryYDLUxaiIiI9BVHWuSYtBAREekrDrXIMGkhIiLSV+reV4gjLURERFSReMmzHJMWIiIiPcU5LXJMWoiIiPSVUKh36odJCxEREVUknh6SY9JCRESkr3j1kAyTFiIiIj3FOS1yTFqIiIj0WTUZRVFHlUlaVq9ejaVLlyIxMREeHh5Yvnw53nrrrYoOi4iIqNQq00jLkCFDNH7OmjVrYGtrq3b9KpG07NixAwEBAVi9ejU6d+6MtWvXom/fvrh27RqcnZ3VbudZdi6MsnN1GCkRkXY843dV9VCJ5rTs3bsXw4YNg5mZmVr1Q0NDkZGRUf2SlmXLlmHMmDEYO3YsAGD58uU4evQovv/+ewQHBxeon5WVhaysLOlxWloaAKDNl7/CQGlePkETEZWBKusZAEBUl8tGqi3Ffzd16lW8lStXqp2E/Otf/9K4/UqftGRnZyM6Ohqff/65rNzHxwenT58u9DnBwcFYuHBhgfIH3/vrIkQiIp1JSUmBlZVVRYdBulKJRlrCw8NhbW2tdv3Dhw+jXr16Gh2j0ictjx8/Rl5eHuzs7GTldnZ2SEpKKvQ5c+bMwYwZM6THqampcHFxwb179/Tqw5+eno769esjISEBNWvWrOhwAOhnTADj0pQ+xqWPMQH6G1daWhqcnZ01+iNBlVAlSlq8vb01qt+lSxeNj1Hpk5Z8CoV8aEwIUaAsn1KphFKpLFBuZWWlV19K+WrWrKl3celjTADj0pQ+xqWPMQH6G5eBgUFFh0C6pMMVcR88eIDZs2fj8OHDeP78Odzd3bF+/Xp4eXmVItCiHTx4EBEREcjLy0Pnzp0xdOjQUrdV6d/tdevWhaGhYYFRleTk5AKjL0RERJVJ/oq46myaePLkCTp37gxjY2McPnwY165dw7fffotatWppNf758+fjs88+g0KhgBAC06dPx5QpU0rdXqUfaTExMYGXlxfCwsLwzjvvSOVhYWHw9fWtwMiIiIjKSEenh7755hvUr18fGzdulMoaNGigWSOFiI6Olo3U7NixA5cuXZKuKPL390e3bt0QEhJSqvYr/UgLAMyYMQM//vgjNmzYgD/++APTp0/HvXv3MHHiRLWer1QqsWDBgkJPGVUkfYxLH2MCGJem9DEufYwJYFxUwfJPD6mz4eUcrFe3V6+UfdX+/fvRpk0bvPfee7C1tUWrVq3www8/lDnc8ePHIyAgAM+evby6rWHDhli2bBmuX7+OuLg4fP/993B3dy91+wpRRa6XW716NZYsWYLExER4enrin//8J7p27VrRYREREWksPT0dVlZWqL/iKxiYmZZYX/X8BRKmfVmgfMGCBQgMDCxQbmr6ss0ZM2bgvffew/nz5xEQEIC1a9di1KhRpY47Ly8PS5cuxaZNm7B06VJ4eXlh6tSp0pyWLl26YMWKFWjUqFGp2q8ySQsREVFVISUtyzVIWgK+LHCVW1EXnpiYmKBNmzaypUE++eQTREVF4cyZM2WO//bt2/j4449hYWGBkJAQODo6lrlNoIqcHiIiIqqSNDw9lH+VW/5W1OlDBwcHvPHGG7KyZs2a4d69e1oJu2HDhjh69CgGDx6Mrl27YtWqVVppl0kLERGRvhIabBro3Lkzrl+/Liu7ceMGXFxcyhRuWloaZs+ejYEDB2LevHkYMmQIzp07h/Pnz6NDhw6Ii4srU/tMWoiIiPSVjpKW6dOn4+zZswgKCsKtW7cQGhqKdevWYfLkyWUK18/PD2fPnkX//v1x/fp1fPzxx6hTpw42b96MxYsXY9iwYZg9e3ap22fSQkREpK90lLS0bdsWe/bswbZt2+Dp6Ymvv/4ay5cvx8iRI8sU7okTJ7B+/XpMnDgR27dvx6lTp6R9PXv2RExMDAwNDUvdfpVNWoKDg9G2bVtYWlrC1tYWgwcPLjAUplAoCt2WLl0q1cnKysLUqVNRt25dWFhYYNCgQbh//75OYsrJycHs2bPRvHlzWFhYwNHREaNGjcLDhw9l7XTr1q1AzMOHDy9VTPlOnjyJgQMHwtHREQqFAnv37pXtz8jIwJQpU+Dk5AQzMzM0a9YM33//vayONvtKnZgCAwPRtGlTWFhYoHbt2ujVqxfOnTsnq6OLvirM06dPERAQABcXF5iZmaFTp06IioqS9gshEBgYCEdHR5iZmaFbt264evWq1uMoSnBwMBQKBQICAqQyf3//An3ToUOHcovpdatXr4arqytMTU3h5eWF33//vcJiAYAJEyZAoVBg+fLlsvLyek+96tGjR/D394ejoyPMzc3Rp08f3Lx5U1ZH258/0hMazmnRxIABAxAXF4cXL17gjz/+wLhx48ocrpubG9atW4cbN25gzZo1BU43mZmZISgoqNTtV9mkJTIyEpMnT8bZs2cRFhaG3Nxc+Pj4IDMzU6qTmJgo2zZs2ACFQiFbYjggIAB79uyRMsaMjAwMGDAAeXl5Wo/p2bNniImJwfz58xETE4Pdu3fjxo0bGDRoUIG2xo0bJ4t97dq1peil/8nMzETLli2LXPBn+vTpOHLkCH7++WdpLZypU6di3759Uh1t9pU6Mbm7uyMkJARxcXE4deoUGjRoAB8fH/znP/+R1dN2XxVm7NixCAsLw5YtWxAXFwcfHx/06tULDx48AAAsWbIEy5YtQ0hICKKiomBvb4/evXvj6dOnWo/ldVFRUVi3bh1atGhRYF+fPn1kfXPo0CGdx1OYHTt2ICAgAHPnzsXFixfx1ltvoW/fvlqbFKipvXv34ty5c0Ve8VAe76l8QggMHjwYt2/fxr59+3Dx4kW4uLigV69esu8zbX/+SD8ohPqbPtiwYQN+++03tGrVCqGhoQV+3JaZqCaSk5MFABEZGVlkHV9fX9GjRw/pcWpqqjA2Nhbbt2+Xyh48eCAMDAzEkSNHyiWm8+fPCwDi7t27Upm3t7eYNm1amY9fFABiz549sjIPDw/x1Vdfycpat24t5s2bJ4TQfV8VFtPr0tLSBABx/PhxqUzXfSWEEM+ePROGhobiwIEDsvKWLVuKuXPnCpVKJezt7cXf//53ad+LFy+ElZWVWLNmjU5je/r0qXBzcxNhYWEF+sLPz0/4+vrq9PjqateunZg4caKsrGnTpuLzzz8v91ju378v6tWrJ65cuSJcXFzEP//5T9n+8nhPver69esCgLhy5YpUlpubK6ytrcUPP/wghND954/KX/73mfM3i0SDlf8ocXP+ZpEAINLS0io6dJ2qsiMtr0tLSwOAIu+I+ujRIxw8eBBjxoyRyqKjo5GTkwMfHx+pzNHREZ6enrJr23UVU34dhUJR4H4QW7duRd26deHh4YGZM2fq/Bd7ly5dsH//fjx48ABCCISHh+PGjRt4++23Aei+r0qSnZ2NdevWwcrKCi1btpTt03Vf5ebmIi8vT1qsKZ+ZmRlOnTqF+Ph4JCUlyfpGqVTC29tb530zefJk9O/fH7169Sp0f0REBGxtbeHu7o5x48YhOTlZp/EUJjs7G9HR0bL+AQAfH59yee+8SqVS4cMPP8SsWbPg4eFRZL3y/Pzlr2j66vvL0NAQJiYm0nyBiv78EZWXSn/vIXUIITBjxgx06dIFnp6ehdbZvHkzLC0tMWTIEKksKSkJJiYmqF27tqyunZ1dgRs06iKmFy9e4PPPP8eIESNkiwWNHDkSrq6usLe3x5UrVzBnzhxcunQJYWFhZYqpOCtXrsS4cePg5OQEIyMjGBgY4Mcff5RuLa7LvirOgQMHMHz4cDx79gwODg4ICwtD3bp1pf3l0VeWlpbo2LEjvv76azRr1gx2dnbYtm0bzp07Bzc3N+n1v34DTzs7O9y9e1drcbxu+/btiImJkc2teVXfvn3x3nvvwcXFBfHx8Zg/fz569OiB6Ojocl0a/vHjx8jLyyu0f3T53inMN998AyMjI3zyySdF1invz1/Tpk3h4uKCOXPmYO3atbCwsMCyZcuQlJSExMREABX3+SPdU0C9Uz+az2jRPmtra9y4cUP2HVwcZ2dn/P777xpdZl0tkpYpU6bg8uXLslnMr9uwYQNGjhxZ4NdyYYQQUCjK9hYpKaacnBwMHz4cKpUKq1evlu17dbKUp6cn3Nzc0KZNG8TExKB169ZliqsoK1euxNmzZ7F//364uLjg5MmTmDRpEhwcHIr8FQ9op6+K0717d8TGxuLx48f44YcfMGzYMJw7dw62trYAyq+vtmzZgtGjR6NevXowNDRE69atMWLECMTExEh1Xu8HXfZNQkICpk2bhmPHjhX5nn7//felf3t6eqJNmzZwcXHBwYMHZcl7eSnP/gFejpZMmDBBenzw4EGsWLECMTExxR5X1++p1+M6fPgwdu3ahTFjxsDa2hqGhobo1asX+vbtW2Jbuu5Dolelpqbi8OHDsLKyUqt+SkqKxnOuqnzSMnXqVOzfvx8nT56Ek5NToXV+//13XL9+HTt27JCV29vbIzs7G0+ePJH9gklOTkanTp10FlNOTg6GDRuG+Ph4/Pbbb7JRlsK0bt0axsbGuHnzpk6SlufPn+OLL77Anj170L9/fwBAixYtEBsbi3/84x/o1auXzvqqJBYWFmjcuDEaN26MDh06wM3NDevXr8ecOXMKra+rvmrUqBEiIyORmZmJ9PR0ODg44P3335d+kQMvfw07ODhIz0lOTi4wuqAt0dHRSE5Olt1tNS8vDydPnkRISAiysrIKXHbo4OAAFxeXAlel6FrdunVhaGhYYERAl/0DAIMGDUL79u2lxzt37kRycjKcnZ2lsry8PHz66adYvnw57ty5U2g72n5PvR5XvXr1YGZmhtjYWKSlpSE7Oxs2NjZo37492rRpA0B331WkB9S9MqgUVw/pgp+fn07br7JzWoQQmDJlCnbv3o3ffvsNrq6uRdZdv349vLy8CsyF8PLygrGxsWzYNzExEVeuXCnVF4E6MeUnLDdv3sTx48dRp06dEtu9evUqcnJyZH8QtSknJwc5OTkwMJC/XQwNDaFSqQBov69KSwhR5F1NAd33lYWFBRwcHPDkyRMcPXoUvr6+UuLyat9kZ2cjMjJSZ33Ts2dPxMXFITY2VtratGmDkSNHIjY2ttB1ElJSUpCQkKCzvimKiYkJvLy8CpxeCQsL0+l7x9LSUkp4GzdujPHjx+Py5cuyPnN0dMSsWbNw9OjRItvR9nvq9bjMzMykfVZWVrCxscHNmzdx4cIF+Pr6AtCfzx/pgI7WadEFlUql8dawYUONjlFlR1omT56M0NBQ7Nu3D5aWltKvOCsrK9mXQHp6Onbu3Ilvv/22QBtWVlYYM2YMPv30U9SpUwfW1taYOXMmmjdvXuwpkdLGlJubi3fffRcxMTE4cOAA8vLypDrW1tYwMTHBn3/+ia1bt6Jfv36oW7curl27hk8//RStWrVC586dS9NVAF6uw3Lr1i3pcXx8PGJjY2FtbQ1nZ2d4e3tj1qxZMDMzg4uLCyIjI/HTTz9h2bJlOumrkmKqU6cOFi9ejEGDBsHBwQEpKSlYvXo17t+/j/feew8AdNZXhTl69CiEEGjSpAlu3bqFWbNmoUmTJvjoo4+k9VGCgoLg5uYGNzc3BAUFwdzcHCNGjNBqHPksLS0LzJWysLBAnTp14OnpiYyMDAQGBmLo0KFwcHDAnTt38MUXX6Bu3bp45513dBJTcWbMmIEPP/wQbdq0QceOHbFu3Trcu3cPEydOLLcY6tSpU+BHgrGxMezt7dGkSRMA5fueetXOnTthY2MDZ2dnxMXFYdq0aRg8eLA08VYXnz/SE+omJHqQtJSLirloSfdQRC66ceNGWb21a9cKMzMzkZqaWmg7z58/F1OmTBHW1tbCzMxMDBgwQNy7d08nMcXHxxdZJzw8XAghxL1790TXrl2FtbW1MDExEY0aNRKffPKJSElJKVVM+cLDwws9rp+fnxBCiMTEROHv7y8cHR2FqampaNKkifj222+FSqWS2tBmX5UU0/Pnz8U777wjHB0dhYmJiXBwcBCDBg0S58+fl56vq74qzI4dO0TDhg2FiYmJsLe3F5MnT5a9p1QqlViwYIGwt7cXSqVSdO3aVcTFxWk9juK8eqnus2fPhI+Pj7CxsRHGxsbC2dlZ+Pn5len/q6xWrVolXFxchImJiWjdunWxSwGUl9cveS7P99SrVqxYIZycnKT/q3nz5omsrCxZHW1//qhi5V/y3GDxYtHw229L3BosXlwtLnlWCCGqS35GRERUKaSnp8PKygoNFi2GgRoXiKhevMCdeXORlpZW4jzIyqzKnh4iIiKq9Hh6SIZJCxERkZ5Sd4l+fVnGX9eYtBAREemrSnbJc3p6eol1jIyMYG5uXqr2mbQQERHpq0p2eqhWrVpqLWhoYWGB3r17Y8WKFUWuoVaYCl2n5eTJkxg4cCAcHR2hUCiwd+9e2X4hBAIDA+Ho6AgzMzN069YNV69eldXh7diJiKiqqmx3eQ4PD8dvv/1W7Hb8+HGsW7cOycnJGD9+vEbtV+hIS2ZmJlq2bImPPvoIQ4cOLbB/yZIlWLZsGTZt2gR3d3csWrQIvXv3xvXr12FpaQng5e3Yf/31V2zfvh116tTBp59+igEDBiA6OrrQBbSIiIgqjUo20pKVlYXu3bvD2Ni4xLotWrRAhw4dNGpfby55VigU2LNnDwYPHgzg5SiLo6MjAgICMHv2bAAvO8POzg7ffPMNJkyYgLS0NNjY2GDLli3SfVQePnyI+vXr49ChQ9IdiEuiUqnw8OFDWFpa8j4dRFQpCCHw9OlTODo6FlituiT8ziubsvS9uvIveW44PwiGalzynPfiBW5//UWFX/LcsGFD/PXXX3j77bfh6+uLfv36oVatWoXWzc7OxuHDh6WVndWht3Na4uPjkZSUJLvVulKphLe3N06fPo0JEyaUeDv2opKWrKws2VLvDx48wBtvvKG7F0NEpCMJCQkazQkA/vfjjsqmNH2vsUo20nL79m1cvnwZ+/fvx/LlyzF69Gh07twZvr6+GDRoEBo0aCDVNTEx0ShhAfQ4aclfvr6w29XfvXtXqlOa27EHBwdj4cKFBcq7oB+MUPKQFhFRRctFDk7hkHSqXBP5z0lISKjSC5HpSnp6OurXr1+qvtdYJUtagJenfVq0aIF58+bh4cOH2L9/P/bv34/Zs2fD3d1dSmDyb/ipCb1NWvKV5nb1JdWZM2cOZsyYIT3OfwMawRhGCiYtRFQJ/PePVGlO7+Q/x9LSkklLGZTHqbXKvk6Lo6MjJk6ciIkTJyIzMxNHjhzBvn370KdPH8yYMQNffPGFRu3pbdJib28P4OVoyqt3T331dvWlvR27UqmEUqnUUeRERJXD85w8WFV0EFRtWFhYYOjQoRg6dChUKhVSUlI0bqNCL3kujqurK+zt7WW3Ws/OzkZkZKSUkPB27EREVKUVeRvdQjY90K9fP6SlpUmPFy9ejNTUVOlxSkoK3njjDRgYGMDGxkbj9it0pCUjIwO3bt2SHsfHxyM2NhbW1tZwdnZGQEAAgoKC4ObmBjc3NwQFBcHc3BwjRowAwNuxExFR1VbZTg8dPXpUdqHLN998gw8++EC6gig3NxfXr18vdfsVmrRcuHAB3bt3lx7nzzPx8/PDpk2b8Nlnn+H58+eYNGkSnjx5gvbt2+PYsWOyyU///Oc/YWRkhGHDhuH58+fo2bMnNm3axDVaiIioatCThEQdr6+iou1VVSo0aenWrVuxL0ihUCAwMBCBgYFF1jE1NcV3332H7777TgcREhERVaBKePWQLuntRFwiIqLqrrKdHlIoFAWuqtLmVVZMWoiIiPRVJRtpEULA399fukL3xYsXmDhxIiwsLABANt+lNJi0EBER6anKNtLi5+cne/y3v/2tQJ1Ro0aVun0mLURERPqqko20bNy4UaftM2khIiLSV5UsadE1Ji1ERER6qrKdHtI1Ji1ERET6iiMtMkxaiIiI9BWTFhkmLURERHqKp4fkmLQQERHpK460yDBpISIi0lMcaZEzqOgAiIiIqAhCg60MgoODoVAoEBAQULaGdIwjLURERPqqHE4PRUVFYd26dWjRokXpGyknHGkhIiLSUwoNttLIyMjAyJEj8cMPP6B27dpaiFi3mLQQERHpKw1PD6Wnp8u2km5QOHnyZPTv3x+9evXS2UvQJiYtREREeip/Iq46GwDUr18fVlZW0hYcHFxk29u3b0dMTEyxdfQN57QQERHpKw3ntCQkJKBmzZpSsVKpLLR6QkICpk2bhmPHjsHU1LTscZYTJi1ERET6TINJtjVr1pQlLUWJjo5GcnIyvLy8pLK8vDycPHkSISEhyMrKgqGhYWmi1Sm1kpb09HSNG1an04iIiKhoulqnpWfPnoiLi5OVffTRR2jatClmz56tlwkLoGbSUqtWLSgU6s9NVigUuHHjBho2bFjqwIiIiKo9HV3ybGlpCU9PT1mZhYUF6tSpU6Bcn6h9euhf//oXrK2tS6wnhEC/fv3KFBQRERFxRdzXqZW0uLi4oGvXrqhTp45ajTZs2BDGxsZlCoyIiKjaK8d7D0VERJS9ER1TK2mJj4/XqNErV66UKhgiIiL6H460yPHqISIiIn3FuzzLlCppOX/+PCIiIpCcnAyVSiXbt2zZMq0ERkREVO0xaZHROGkJCgrCvHnz0KRJE9jZ2cmuKtLkCiMiIiIqHk8PyWmctKxYsQIbNmyAv7+/DsIhIiIiCUdaZDROWgwMDNC5c2ddxEJERESvUAgBhSg5I1GnTlWg8Q0Tp0+fjlWrVukiFiIiInqVhnd5ruo0HmmZOXMm+vfvj0aNGuGNN94osB7L7t27tRYcERFRdcY5LXIaJy1Tp05FeHg4unfvjjp16nDyLRERka5wTouMxknLTz/9hF27dqF///66iKeABg0a4O7duwXKJ02ahFWrVsHf3x+bN2+W7Wvfvj3Onj1bLvERERHpCkda5DROWqytrdGoUSNdxFKoqKgo5OXlSY+vXLmC3r1747333pPK+vTpg40bN0qPTUxMyi0+IiIineFIi4zGSUtgYCAWLFiAjRs3wtzcXBcxydjY2Mge//3vf0ejRo3g7e0tlSmVStjb2+s8FiIiovLEkRY5jZOWlStX4s8//4SdnR0aNGhQYCJuTEyM1oJ7XXZ2Nn7++WfMmDFDNpcmIiICtra2qFWrFry9vbF48WLY2toW2U5WVhaysrKkx+np6TqLmYiIqNQ40iKjcdIyePBgHYShnr179yI1NVW2sF3fvn3x3nvvwcXFBfHx8Zg/fz569OiB6OhoKJXKQtsJDg7GwoULyylqIiKi0qsuoyjqUAhReVakefvtt2FiYoJff/21yDqJiYlwcXHB9u3bMWTIkELrFDbSUr9+fXSDL4wUxoU+h4hIn+SKHERgH9LS0lCzZk2Nnpueng4rKysk/icF9nWtdRRh1ZXff6Xpe02P4fXeIhgZm5ZYPzfnBaJ3ztNpTPqg0tzl+e7duzh+/HiJ68A4ODjAxcUFN2/eLLKOUqkschSGiIhIX3BOi5xaK+JaW1vj8ePHajfq7Oxc6GXKZbFx40bY2tqWeKl1SkoKEhIS4ODgoNXjExERlTuuiCuj1khLamoqDh8+DCsrK7UaTUlJkV2mXFYqlQobN26En58fjIz+F3JGRgYCAwMxdOhQODg44M6dO/jiiy9Qt25dvPPOO1o7PhERUUVQqF5u6tSrDtQ+PeTn56fLOIp1/Phx3Lt3D6NHj5aVGxoaIi4uDj/99BNSU1Ph4OCA7t27Y8eOHbC0tKygaImIiLSEVw/JqJW0qFQVm8L5+PigsPnCZmZmOHr0aAVEREREpHuc0yJXaSbiEhERVTtCvNzUqVcNMGkhIiLSUxxpkWPSQkREpK84p0WGSQsREZGe4kiLHJMWIiIifcU5LTJqLS73qh49ehR6354nT56gR48eWgmKiIiI/jfSos5WHWg80hIREYG4uDhcvHgRW7duhYWFBYCXd2COjIzUeoBERETVFue0yGg80gK8XOwtKSkJHTp0wJ07d7QcEhEREQEcaXldqZIWBwcHREZGokWLFmjbti0iIiK0HBYRERFBJdTfqgGNkxaFQgHg5Z2St27dimnTpqFPnz5YvXq11oMjIiKq1njDRBmN57S8vpz+vHnz0KxZswq9NxEREVFVpICalzzrPBL9oHHSEh8fDxsbG1nZ0KFD0bRpU1y4cEFrgREREVV7vORZRuOkxcXFpdByDw8PeHh4lDkgIiIieomLy8lxcTkiIiJ9xUueZZi0EBER6SmFEFCocepHnTpVAZMWIiIifaX676ZOvWqgVOu0EBERke7lj7Sos2kiODgYbdu2haWlJWxtbTF48GBcv35dR69Ce5i0EBER6SsdrdMSGRmJyZMn4+zZswgLC0Nubi58fHyQmZmpzei1jqeHiIiI9JWOLnk+cuSI7PHGjRtha2uL6OhodO3aVaO2yhOTFiIiIj2l6SXP6enpsnKlUgmlUlni89PS0gAA1tbWGsdYnnh6iIiISF/lj7SoswGoX78+rKyspC04OFiNQwjMmDEDXbp0gaenp65fUZlwpIWIiEhPKVQvN3XqAUBCQgJq1qwplaszyjJlyhRcvnwZp06dKm2Y5YZJCxERkb7ScE5LzZo1ZUlLSaZOnYr9+/fj5MmTcHJyKm2U5YZJCxERkb7S0Yq4QghMnToVe/bsQUREBFxdXUsTXblj0kJERKSndLUi7uTJkxEaGop9+/bB0tISSUlJAAArKyuYmZmVKtbywIm4RERE+krDibjq+v7775GWloZu3brBwcFB2nbs2KGjF6IdHGkhIiLSVwLqLdFfitNDlRGTFiIiIj3FGybKMWkhIiLSVwJqXj2k80j0ApMWIiIifaWjZfwrKyYtRERE+koFQKFmvWpAr68eCgwMhEKhkG329vbSfiEEAgMD4ejoCDMzM3Tr1g1Xr16twIiJiIi0J39OizpbdaDXSQsAeHh4IDExUdri4uKkfUuWLMGyZcsQEhKCqKgo2Nvbo3fv3nj69GkFRkxEVDmYGRtWdAhEGtH700NGRkay0ZV8QggsX74cc+fOxZAhQwAAmzdvhp2dHUJDQzFhwoQi28zKykJWVpb0+PW7YhIRVQcKhTrnHahCcU6LjN4nLTdv3oSjoyOUSiXat2+PoKAgNGzYEPHx8UhKSoKPj49UV6lUwtvbG6dPny42aQkODsbChQsLlOcip9rMwCaiyi0XOQBKt95G/nP4g6108vutXNY6YdIio9dJS/v27fHTTz/B3d0djx49wqJFi9CpUydcvXpVWnLYzs5O9hw7OzvcvXu32HbnzJmDGTNmSI/j4+Px5ptv4hQOaf9FEBHp0NOnT2FlZaXRc1JSUgAA9evX10VI1UZp+l5jTFpk9Dpp6du3r/Tv5s2bo2PHjmjUqBE2b96MDh06ACg4vCmEKHHIU6lUym7X7eLiAgC4d++e7t+AGkhPT0f9+vUL3Gq8ouljXPoYE6CfceljTADj0kR+TNeuXYOjo6PGz7e2tgagf995+qKk/3MhBJ4+fVqqvtcYrx6S0euk5XUWFhZo3rw5bt68icGDBwMAkpKS4ODgINVJTk4uMPpSEgODl/ORrays9OZL6VWa3mq8vOhjXPoYE6CfceljTADj0kS9evWk7y9N6Pt3nr4o7v+8vJI9rogrp/dXD70qKysLf/zxBxwcHODq6gp7e3uEhYVJ+7OzsxEZGYlOnTpVYJRERERaoqMbJlZWej3SMnPmTAwcOBDOzs5ITk7GokWLkJ6eDj8/PygUCgQEBCAoKAhubm5wc3NDUFAQzM3NMWLEiIoOnYiIqOxUAlCokZComLRUuPv37+ODDz7A48ePYWNjgw4dOuDs2bPSHJTPPvsMz58/x6RJk/DkyRO0b98ex44dg6WlpUbHUSqVWLBggWyeiz5gXOrTx5gA/YxLH2MCGJcmyhqTPr4mfaJX/cOJuDIKUVnvT01ERFRFpaenw8rKCr0afgIjg5KTp1xVFo7fXom0tLQqPU9Jr0daiIiIqjWOtMgwaSEiItJXKgG1Vj3lnBYiIiKqUEL1clOnXjXApIWIiEhf8fSQTKVap0UTwcHBaNu2LSwtLWFra4vBgwfj+vXrsjoKhaLQbenSpVKdrKwsTJ06FXXr1oWFhQUGDRqE+/fv6yyunJwczJ49G82bN4eFhQUcHR0xatQoPHz4UNZOt27dCsQ9fPjwUsd18uRJDBw4EI6OjlAoFNi7d69sf0ZGBqZMmQInJyeYmZmhWbNm+P7772V1tN1XJcUUGBiIpk2bwsLCArVr10avXr1w7tw5WR1t91NRnj59ioCAALi4uMDMzAydOnVCVFSUtF8IgcDAQDg6OsLMzAzdunXD1atXtR5HUYKDg6VlAvL5+/sX6Jv8labL2+rVq+Hq6gpTU1N4eXnh999/r5A4XjVhwgQoFAosX75cVl5e76lXPXr0CP7+/nB0dIS5uTn69OmDmzdvyuqo+/nTx76uKCV9x1T05xbAy9M+6m7VQJVNWiIjIzF58mScPXsWYWFhyM3NhY+PDzIzM6U6iYmJsm3Dhg1QKBQYOnSoVCcgIAB79uzB9u3bcerUKWRkZGDAgAHIy8vTSVzPnj1DTEwM5s+fj5iYGOzevRs3btzAoEGDCrQ1btw4Wfxr164tVUwAkJmZiZYtWyIkJKTQ/dOnT8eRI0fw888/448//sD06dMxdepU7Nu3T6qj7b4qKSZ3d3eEhIQgLi4Op06dQoMGDeDj44P//Oc/snra7KeijB07FmFhYdiyZQvi4uLg4+ODXr164cGDBwCAJUuWYNmyZQgJCUFUVBTs7e3Ru3dvPH36VOuxvC4qKgrr1q1DixYtCuzr06ePrG8OHSr/+2/t2LEDAQEBmDt3Li5evIi33noLffv2xb1798o9lnx79+7FuXPnilymvTzeU/mEEBg8eDBu376Nffv24eLFi3BxcUGvXr1k32fqfP70sa8rUknfMRX5uZVwcTk5UU0kJycLACIyMrLIOr6+vqJHjx7S49TUVGFsbCy2b98ulT148EAYGBiII0eOlFtc58+fFwDE3bt3pTJvb28xbdo0rcTwOgBiz549sjIPDw/x1Vdfycpat24t5s2bJ4TQfV8VFtPr0tLSBABx/PhxqUyX/ZTv2bNnwtDQUBw4cEBW3rJlSzF37lyhUqmEvb29+Pvf/y7te/HihbCyshJr1qzRaWxPnz4Vbm5uIiwsrEBf+Pn5CV9fX50eXx3t2rUTEydOlJU1bdpUfP755xUSz/3790W9evXElStXhIuLi/jnP/8p218e76lXXb9+XQAQV65ckcpyc3OFtbW1+OGHH4QQ6n/+9K2v9cnr3zEV+bkV4n/fZ70cJog+9aaWuPVymCAAiLS0NJ3HVpGq7EjL69LS0gD870Zhr3v06BEOHjyIMWPGSGXR0dHIycmBj4+PVObo6AhPT0+cPn26XOLKr6NQKFCrVi1Z+datW1G3bl14eHhg5syZOs3+u3Tpgv379+PBgwcQQiA8PBw3btzA22+/DaB8+qo42dnZWLduHaysrNCyZUvZPl33U25uLvLy8mBqaiorNzMzw6lTpxAfH4+kpCRZ3yiVSnh7e+u8byZPnoz+/fujV69ehe6PiIiAra0t3N3dMW7cOCQnJ+s0ntdlZ2cjOjpa1jcA4OPjUy7vm9epVCp8+OGHmDVrFjw8PIqsV56fvaysLACQvb8MDQ1hYmKCU6dOAVDv86dvfa3vKvJzK8ORFplqMRFXCIEZM2agS5cu8PT0LLTO5s2bYWlpiSFDhkhlSUlJMDExQe3atWV17ezskJSUVC5xvXjxAp9//jlGjBghWzBo5MiR0v2Xrly5gjlz5uDSpUuyezFp08qVKzFu3Dg4OTnByMgIBgYG+PHHH9GlSxcAuu+rohw4cADDhw/Hs2fP4ODggLCwMNStW1faXx79ZGlpiY4dO+Lrr79Gs2bNYGdnh23btuHcuXNwc3OTXv/rN/K0s7PD3bt3tRbH67Zv346YmBjZ3JpX9e3bF++99x5cXFwQHx+P+fPno0ePHoiOji63lUAfP36MvLy8QvtGl++bonzzzTcwMjLCJ598UmSd8v7sNW3aFC4uLpgzZw7Wrl0LCwsLLFu2DElJSUhMTASg3udP3/pa31XU57YAlQpq3cJZxauHqowpU6bg8uXL0q+SwmzYsAEjR44s8Gu5MEIIKBTq3Cu8bHHl5ORg+PDhUKlUWL16tWzfuHHjpH97enrCzc0Nbdq0QUxMDFq3bl3m2F63cuVKnD17Fvv374eLiwtOnjyJSZMmwcHBochf8YD2+qoo3bt3R2xsLB4/fowffvgBw4YNw7lz52Brawug/Pppy5YtGD16NOrVqwdDQ0O0bt0aI0aMQExMjFTn9X7QZd8kJCRg2rRpOHbsWJHv6ffff1/6t6enJ9q0aQMXFxccPHhQlryXh/Lsm3xbt27FhAkTpMcHDx7EihUrEBMTU+yxdf2eej2uw4cPY9euXRgzZgysra1haGiIXr16oW/fviW2VVg/VkRfV2YV3l+8ekimyp8emjp1Kvbv34/w8HA4OTkVWuf333/H9evXMXbsWFm5vb09srOz8eTJE1l5cnJygexb23Hl5ORg2LBhiI+PR1hYWInLMrdu3RrGxsYFrijQhufPn+OLL77AsmXLMHDgQLRo0QJTpkzB+++/j3/84x8AdNtXxbGwsEDjxo3RoUMHrF+/HkZGRli/fn2R9XXVT40aNUJkZCQyMjKQkJCA8+fPIycnR/pFDqDAr1ld9k10dDSSk5Ph5eUFIyMjGBkZITIyEitXroSRkVGhk6MdHBzg4uKik/dQUerWrQtDQ8Ny7Zt8gwYNQmxsrLSdPn0aycnJcHZ2lvrs7t27+PTTT9GgQYMi29H2e+r1uNq0aQMvLy/ExsYiNTUViYmJOHLkCFJSUuDq6gpAvc9fRfZ1ZVQRn9tC8fSQTJVNWoQQmDJlCnbv3o3ffvtN+nAXZv369fDy8iowF8LLywvGxsayYd/ExERcuXIFnTp10llc+QnLzZs3cfz4cdSpU6fEdq9evYqcnBw4ODiUKq7i5OTkICcnBwYG8reLoaEhVP8dktRFX5WGEEKaA1AYXfYT8DKJcnBwwJMnT3D06FH4+vpKicurfZOdnY3IyEid9U3Pnj0RFxdX4I/fyJEjERsbC0NDwwLPSUlJQUJCgs76pjAmJibw8vIqcGolLCxM5+8bS0tLNG7cWNrGjx+Py5cvy/rM0dERs2bNwtGjR4tsR9vvqdfjMjMzk/ZZWVnBxsYGN2/exIULF+Dr6wtAvc9fRfZ1ZVQRn9tC8ZJnuQqZ/lsOPv74Y2FlZSUiIiJEYmKitD179kxWLy0tTZibm4vvv/++0HYmTpwonJycxPHjx0VMTIzo0aOHaNmypcjNzdVJXDk5OWLQoEHCyclJxMbGyupkZWUJIYS4deuWWLhwoYiKihLx8fHi4MGDomnTpqJVq1aljuvp06fi4sWL4uLFiwKAWLZsmbh48aJ0xZK3t7fw8PAQ4eHh4vbt22Ljxo3C1NRUrF69Wmd9VVxMGRkZYs6cOeLMmTPizp07Ijo6WowZM0YolUrpKgtd9FNRjhw5Ig4fPixu374tjh07Jlq2bCnatWsnsrOzhRBC/P3vfxdWVlZi9+7dIi4uTnzwwQfCwcFBpKenazWO4rx61cvTp0/Fp59+Kk6fPi3i4+NFeHi46Nixo6hXr165xiSEENu3bxfGxsZi/fr14tq1ayIgIEBYWFiIO3fulGschXn96qHyfE+96pdffhHh4eHizz//FHv37hUuLi5iyJAhsjrqfP70ua8rQknfexX5uc2/eqhnbT/xdp1xJW49a/tVi6uHqmzSgpc3ayiwbdy4UVZv7dq1wszMTKSmphbazvPnz8WUKVOEtbW1MDMzEwMGDBD37t3TWVzx8fFF1gkPDxdCCHHv3j3RtWtXYW1tLUxMTESjRo3EJ598IlJSUkodV3h4eKHH9PPzE0IIkZiYKPz9/YWjo6MwNTUVTZo0Ed9++61QqVRSG9ruq+Jiev78uXjnnXeEo6OjMDExEQ4ODmLQoEHi/Pnz0vN10U9F2bFjh2jYsKEwMTER9vb2YvLkybL3lEqlEgsWLBD29vZCqVSKrl27iri4OK3HUZxXk5Znz54JHx8fYWNjI4yNjYWzs7Pw8/Mr0/9XWaxatUq4uLgIExMT0bp162KXAChPryct5fmeetWKFSuEk5OT9H81b9486UdMPnU/f/ra1xWhpO+9ivzcSklLrVHi7dpjS9x61hpVLZIWhRDV5EQYERFRJZGeng4rKyv0tPoQRgqTEuvnimycSNuCtLS0EudAVmbV4uohIiKiSkmlAhS8YWI+Ji1ERET6SppVoE69qo9JCxERkZ4SKhWEGiMtgiMtREREVKE40iLDpIWIiEhfqQSgYNKSj0kLERGRvhICat17qJokLVV2RVwiIqLKTqiE2ltprF69Gq6urjA1NYWXlxd+//13Lb8C7WLSQkREpK+ESv1NQzt27EBAQADmzp2Lixcv4q233kLfvn1x7949HbwQ7WDSQqQjERERUCgUUCgUGDx4sFrP8ff3l56zd+9encZHpM/yPwe1atUqUzul+RzqE12OtCxbtgxjxozB2LFj0axZMyxfvhz169fH999/r4NXoh1MWoh07Pr169i0aZP0OCMjA8OHD4eDgwOGDx+OzMxMad+KFSuQmJhYAVESlc6rifarW58+fQrUdXV1xZEjR6REIjU1tdi2N27ciBs3bkiPL168iFatWqFGjRoYNGiQ7K7Wubm5aN26NaKiomRtdOrUCYmJiRg2bFjZXmgFyRVZyFWpsYmXN4pNT0+XbUXdQDY7OxvR0dHw8fGRlfv4+OD06dM6f12lxaSFSMdsbW1lvxaXL1+OGjVq4NixYzA3N8fy5culfVZWVrC3ty//IInKoE+fPkhMTJRt27Ztk9W5fPkyUlJS0L17d7XbrVWrFmxtbaXHY8eORY8ePRATE4PU1FQEBQVJ+/7xj3+gS5cuaNu2rawNExMT2Nvby+6WXRnkx30KhxCBfSVup3AINWrUQP369WFlZSVtwcHBhbb/+PFj5OXlwc7OTlZuZ2eHpKSk8niJpcKrh4jUkJaWhilTpqBDhw74888/8eOPP6JDhw5Yv3496tevr1FbqampcHd3R/PmzdG0aVM8fvxYR1ETlQ+lUllisr1v3z68/fbbUCqVpT7OH3/8ga1bt8Ld3R0ffPABDhw4AAC4ffs2NmzYgOjo6FK3rW9MTU0RHx+P7OxstZ8jhIBCoZCVldTfr9cvrA19wqSFSA2TJ0/GmTNnMHPmTEydOhVr1qzBL7/8gv79++PSpUsafcinTJmCnj17Yu7cuWjcuDGOHz+uw8iJ9MP+/fsxbdq0MrXRsmVLhIWFoXHjxjhx4gRatGgBAJg4cSKWLFkCS0tLbYSqN0xNTWFqaqqTtuvWrQtDQ8MCoyrJyckFRl/0CU8PEZUgLS0NoaGhWLx4MWrVqgUhBNq1a4dvv/0WcXFxBc6hl6RBgwa4efMmEhIScO3aNdSrV09HkROVjwMHDqBGjRqy7euvv5b2P3jwAJcuXUK/fv3KdJwff/wR//rXv9CoUSOYmJhgzpw5+Omnn2Bubo62bdvi7bffRuPGjTFv3ryyvqQqz8TEBF5eXggLC5OVh4WFoVOnThUUVck40kJUgtu3b0MIgU6dOkGl+t9lhc2bN4exsTFu376Ndu3aadSmgYEB565QldG9e/cCV5xYW1tL/96/fz86d+4sKysNDw8PREZGSo9TUlIQGBiIkydPYurUqejcuTN2796Ntm3bon379hg4cGCZjlfVzZgxAx9++CHatGmDjh07Yt26dbh37x4mTpxY0aEViUkLUQkMDQ0LLRdCQKVSVbkhaSJNWVhYoHHjxkXu379/P3x9fbV+3OnTpyMgIABOTk6IiIjAokWLYGFhgf79+yMiIoJJSwnef/99pKSk4KuvvkJiYiI8PT1x6NAhuLi4VHRoReLpIaIS5A9Fnzt3TlYeGxuLvLw8NGvWrIIiI9J/GRkZCA8Px6BBg7Ta7okTJ/Dvf/8bU6ZMAQDk5eUhJycHAJCTk4O8vDytHq+qmjRpEu7cuYOsrCxER0eja9euFR1SsZi0EJXAwsIC48ePx5w5cxATEwMAiIuLw9ixY/Huu++iYcOGFRwhUcXKyspCUlKSbMu/Ku7IkSNwc3PT6ufk+fPnmDx5MtatWwcDg5d/xjp37oxVq1bh0qVL2LVrFzp37qy145H+4OkhIjUsWbIEz549w6hRowAAEyZMQP/+/bFu3boKjoyo4h05cgQODg6ysiZNmuDf//439u3bV+DUUP7cMCOj0v0J+uqrrzBgwAC8+eabUtnKlSsxYsQIdO3aFSNGjMDQoUNL1TbpNyYtRGowMzPD+vXrMX/+fLi6uuL06dOyL0yi6mrTpk2yFZ9flZeXh0OHDuHw4cOy8uTkZFhYWKBGjRqlOmZhC6Y1btwY58+fL1V7VHnw9BCRjjk5OeGDDz5Qq+7EiRNL/UVOpG9SUlIwffp0aZXarKwsXLt2DSEhIejVq1eJz//ggw/g5ORUphh+//131KhRA1u3bi1TO6QfFEKI0t3PmqgaunPnDlxdXXHx4sUSR1qeP3+OBw8eAABq1Kih1iXOycnJSE9PBwA4ODjAwsKizDET6Yu9e/fiww8/RKdOnfDDDz/A2dm5yLq3bt0C8PLqPVdX11IfszSfQ9JfTFqIiIioUuDpISIiIqoUmLQQERFRpcCkhYiIiCoFJi1ERERUKTBpISIiokqBSQsRERFVCkxaiIiIqFJg0kJERESVwv8D+/9TUrTkzFEAAAAASUVORK5CYII=",
      "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": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3.0451361644551393e-16 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": 18,
   "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": [
      "0.0 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": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0 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_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": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0 0.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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OaWkp09HRYTNmzFDY/+eff3Jl3LlzhzH25HIlAFZYWKhUjpeXF7O3t6+zrqCgICYUClW+Z29vr3Tpjy9ra2s2evRoJpVKue9NUFAQ09fXZ4cPH+ZdBp/+XLlypVptU/cyaGP7mDSc/DJo2iUx+y2/Y71b2iUxXQbVsJd+ZK2pDR06FA8ePMC5c+cgk8lw6tQpbpTB09MT//zzDy5duoTKykqcOXOmzlG1+qSnp+PRo0dKIxedO3fGsGHD6n2abvjw4Xj06BHS0tIAPBlBGzlyJEaMGIHExERuHwCMGDGCO664uBjBwcHo3Lkz9PT0oK+vzy2CW9/l1+Y4r4bq168frKysuNeGhoawt7dXGPU6fPgwhg4dColEojDKIH8KODU1tdbyExMTUVNTU+8N5Hz795133sGjR48QExPD7du5cyeEQiGmTp0KAPjzzz/x+++/Y9q0aQCg0ObRo0ejsLAQV69eVaj/6YWRnyYSifDqq68q7OvTp49C/zSUu7s7zp07p7DJL3PVN6odERGhdKyq7auvvqqzHFNTU0ybNg27d+/GV199hX///Re//fYbpk2bBl1dXQDKl/Vqaxufkfi6Yhry1KRcQkIC9PX1ue/N119/jS+//JIbja/PTz/9xKs/Z86c2eA2qqMxfUwaR8YEvDeiWTTPWh3k/3Dn5eXxPkaefCUnJ8PAwABlZWXw9PQEADg4OMDCwgIpKSkoLS2t9361+pSWlgJ4cunkWRKJhEu4auPu7o5WrVohKSkJnTt3xo0bNzBy5EjcunULX375Je7fv4+kpCTY2trCxsYGwJNLTl5eXrhz5w7Cw8PRu3dvGBsbQyaTYcCAAXj06FGDz6epzquhzMzMlPYJhUKFc/r777/x008/cZcGn1XXfXv//PMPAKBTp061xqjTv7169cIrr7yCnTt3YubMmaipqcF3330HX19fmJqacu0FgMWLF2Px4sW82qyq3wF+/dMQFhYW0NHRgYuLi8J++T/G5ubmdR5vZWVVZ58+W15dtm7dCsYYZs+ejeDgYOjo6CAgIACWlpY4fvw41wfy/5aWlsLS0lKhjH///Zfr/9qYmZnh8ePHePjwIVq1aqV0vLOzc71trc2gQYPwxRdfoKamBteuXUN4eDjmzp2LXr16cffX1sXBwYHXNB+NuR+Nj8b2MWk8vpc46TKo5lGyVgcXFxeYmpri0KFDWLduHa9f9o6OjlxCJhQKYWlpiR49enDvDx48GMnJyVxC0phkTf7LrLCwUOm9O3fu1PuPnIGBAQYNGoSkpCR06tQJIpEIvXv3hq2tLYAnD0r8/PPPCvOPXbx4ETk5Odi1axcCAwO5/X/++WeDz+NZjT0vTTI3N0efPn2wZs0ale9LJJJaj7WwsAAA3Lp1C507d1YZo27/vv3225g9ezauXLmC69evK92QLe+rsLCwWqc76N69u8Lr5h6xcHJyUhgdlLt06RIAoH///nUe/8477+Dbb7+ttx5PT0+lB0qeZWxsjD179mDz5s0oKCiARCKBubk5evToAXd3d+jpPfmVKb/XLDc3Fw4ODtzx1dXV+P3331XOqfi0p493dXXl9hcVFaGkpASOjo71nk9tTExMuMTX1dUVrq6u3DRDFy5cqDfJ6tq1K6/R0pUrVyIiIqLB7axPY/uYNF4NdFDD49b2uu8GJU2BkrU66OvrY8mSJViyZAk++ugjfPjhh0oxxcXFuHbtGgYOHAjgyT90np6eOHr0KHR0dLhRNTlPT0+sWrUKpaWlkEgkvG76ld/w/OwIhpubG4yMjPDdd99xT4wCT5KBX375Ba+//nq9ZY8YMQJhYWFo06YNd6nT2NgYAwYMwJdffok7d+4oXAKV/0P+7E3Y9V1iUkdTnJcqtfWjOsaOHYuEhAR07doV7du3V+tYLy8v6OrqYuvWrXBzc1MZo27/vvHGGwgNDcWuXbtw/fp1dOzYEV5eXtz73bt3h52dHXJycrgHVbSNv78/IiMjkZCQoPAk5o4dO9CvXz+lZPJZERERmDt3br311Db/nirt27fnPt/4+HhcvXoV69ev5953dXWFWCzGrl274O/vz+3/8ccfcf/+/XrnAfPx8YGhoSF27dqlkKzJn8idMGEC77bWx87ODh988AFWrVqFmJiYepOcn376CZWVlfWWW9cfJk2hsX1MGo/xvMTJ6DKo5rX0TXPaTiaTsenTpzMAbMyYMWzv3r3s5MmT7KeffmLvv/8+MzExYRs3blQ4ZsuWLQwAEwgEbMuWLQrv5eTkcO/xvdH8+vXrDACbMGECO3XqFDt37hwrKSlhjDG2du1aBoAFBASwhIQEtmfPHtatWzdmYmLC/vjjj3rLzszM5G4Y/vbbb7n9q1at4topr4sxxqqqqljXrl2ZtbU127dvHzt27BibM2cOs7e3V7rpuDHzrPE9L3UeMJDPozdr1iyWlpbGzp07xyoqKhhjtc+z5unpqXBj+p07d5i1tTXr0aMHi4qKYj///DM7cuQI27JlCxszZgwrKCiosw3h4eEMAHv99ddZbGwsS0pKYps3b2YffvghY0y9/pV74403WIcOHZiBgYHCXGByv/zyCxMKhczLy4vt27ePpaamsri4OLZ27Vr2+uuv8+pLT09P1qtXL6X9TTVv3htvvMFMTU3Z119/zX755Rf25ptvMj09PZaamtrostXx448/ss2bN7PExET2008/sUWLFjE9PT0WHBysFLtnzx4GgM2cOZMlJyez7du3s3bt2rGRI0cqxKWkpDBdXV2luRo//vhjJhAI2LJly1hKSgr77LPPmFAoZEFBQQpx8rnrAgMD621/bd/je/fuMUtLS9a9e3dWXV3Noyeaxo0bN9gPP/zAfvjhB+bj48MAcK+f/p7duHGD6erqsnfeeUfheL59TJqW/AGDE7nW7NcbNvVuJ3Kt6QEDDaNkjadDhw6xMWPGMAsLC6anp8fat2/Phg4dyrZt28YqKysVYuVP5AFgFy9eVHhPJpMxU1NTBoB9/fXXvOvfuHEjs7GxYbq6ukoTjX7zzTesT58+zMDAgJmYmDBfX1/ek2rKZDJmbm7OALDbt29z+3/99VcGgDk5OSkdc/nyZTZy5EjWpk0b1r59ezZ58mSWn5/fpMka3/NSJ1ljjLGwsDAmkUiYjo6OwhO2fJM1xhj7559/2Pz585mNjQ3T19dnpqamzNnZmS1fvpzdv3+/3jbs3r2bvfLKK8zQ0JC1bt2a9e/fX+Hz5Nu/cidOnOC+b7Ul6Dk5OczPz4916NCB6evrM5FIxIYNG6bwpHNLJmuPHz9mS5cuZWKxmAmFQvbqq6+ypKSkRperrri4ONavXz9mbGzMjIyMmIuLC4uOjq51YuB9+/Zx31GRSMTmz5/P7t27pxAj/yNB1We3adMmZm9vzwwMDJiVlRVbuXIlq6qqUojJzc1lANjSpUvrbX9dkzvL/4h8+o8yTZN/p1RtTyefdSWkfPqYNC15snb0Nxt2Mq9rvdvR32woWdMwAWMtsGAcIYQQXqKiovDBBx/gr7/+UrrRnhBNqKiogImJCY78ZgvjNrr1xj+4V4Mxfa6jvLwcbdu2bYYWvnzonjVCCNFiycnJmD9/PiVqpNnR06Dag5I1QgjRYj/88ENLN4G8pGqYDmp4TMdaQxfoNI6SNUIIIYQokUEAGY9RMz4xpHFafAWDqKgo2NjYwNDQEM7Ozjh16lSd8ampqXB2doahoSFsbW2xbds2pZjY2Fg4ODhAKBTCwcFB5YK/9dU7ffp0brFv+TZgwACFmMrKSsybNw/m5uYwNjbG+PHjcevWrQb0AiGEEKJdZP+bZ62+TdbyqcQLr0V7OCYmBiEhIVi+fDmys7Ph4eGBUaNGIT8/X2V8Xl4eRo8eDQ8PD2RnZ2PZsmWYP38+YmNjuZj09HT4+/sjICAAOTk5CAgIgJ+fHzIyMtSu18fHB4WFhdyWkJCg8H5ISAji4uKwf/9+nD59Gvfv38fYsWPrXTCaEEII0Xbyy6B8NqJZLfo0qKurK5ycnLB161ZuX8+ePTFhwgSsW7dOKX7JkiWIj49XWB8xODgYOTk5SE9PB/Bkgs2KigocPXqUi/Hx8UH79u3x/fff8653+vTpKCsrw8GDB1W2vby8HBYWFtizZw83YeOdO3fQuXNnJCQkwNvbu4G9QgghhLQc+dOg+y44ohWPp0Ef3qvB1H4X6WlQDWqxe9aqqqqQmZmJpUuXKuz38vLiFhZ/Vnp6usLs7ADg7e2N6OhoSKVS6OvrIz09HQsXLlSK2bhxo9r1pqSkoEOHDmjXrh08PT2xZs0adOjQAQCQmZkJqVSq0B6JRAJHR0ekpaXVmqxVVlYqzA4uk8nw77//wszMjBYmJoQ8FxhjuHfvHiQSicbXCCUtp4YJUMNjdQI+MaRxWixZKykpQU1NjdLj6JaWligqKlJ5TFFRkcr46upqlJSUQCwW1xojL5NvvaNGjcLkyZNhbW2NvLw8hIeHY9iwYcjMzIRQKERRUREMDAyUlhyqq/0AsG7dOqxatarW9wkh5HlRUFCATp06tXQziIbwXxuUngbVtBZ/GvTZ0STGWJ0jTKrin93Pp8z6Yp5ei87R0REuLi6wtrbGkSNH6lyTrr72h4WFITQ0lHtdXl4OKysrFBQU0PAxIeS5UFFRgc6dO6u13ip5/siYDmQ87keT0dQdGtdiyZq5uTl0dXWVRqGKi4trnfxRJBKpjNfT04OZmVmdMfIyG1IvAIjFYlhbW+PatWtcPVVVVbh7967C6FpxcTHc3d1rLUcoFCot0g0Abdu2pWSNEPJcoVs3CGkeLXazgYGBAZydnZGYmKiwPzExsdZkx83NTSn+xIkTcHFxgb6+fp0x8jIbUi8AlJaWoqCgAGKxGADg7OwMfX19hXIKCwtx8eLFOsshhBBCngd8pu3ge6mUNE6LXgYNDQ1FQEAAXFxc4Obmhu3btyM/Px/BwcEAnlwyvH37Nnbv3g3gyZOfkZGRCA0NRVBQENLT0xEdHc095QkACxYswODBg7F+/Xr4+vri0KFDSEpKwunTp3nXe//+fURERGDSpEkQi8W4ceMGli1bBnNzc7z22msAABMTE8yYMQOLFi2CmZkZTE1NsXjxYvTu3RsjRoxori4khBBCNEIGfg8PyDTflJdeiyZr/v7+KC0txerVq1FYWAhHR0ckJCTA2toawJORqqfnPrOxsUFCQgIWLlyILVu2QCKRYPPmzZg0aRIX4+7ujv3792PFihUIDw9H165dERMTA1dXV9716urqIjc3F7t370ZZWRnEYjGGDh2KmJgYhXs0vvjiC+jp6cHPzw+PHj3C8OHDsWvXLujq1v+oMyGEEKLNZDwnvKVJcTWvRedZI/8/nw3NT0MIeV7Q760Xm/zzjcx0hVHr+sd0Ht2vxlznDPo+aFCLPw1KCCGEEO1Da4NqD0rWCCGEEKKE71JStNyU5lGyRgghhBAl/CfFpWRN0yhZI4QQQogSGRNAxudpUFpuSuMoWSOEEEKIEhnPkTV6GlTzKFkjhBBCiBL+y01RsqZplKwRQgghREkNBKjh8aQnnxjSOJSsEUIIIUQJjaxpD0rWCCGEEKKkBvxGzWo035SXHqXDhBBCCFEiH1njszVEVFQUbGxsYGhoCGdnZ5w6darO+NTUVDg7O8PQ0BC2trbYtm2bUkxsbCwcHBwgFArh4OCAuLi4RtU7a9YsCAQCbNy4Ue3za0qUrBFCCCFEiXxSXD6bumJiYhASEoLly5cjOzsbHh4eGDVqlMJ64E/Ly8vD6NGj4eHhgezsbCxbtgzz589HbGwsF5Oeng5/f38EBAQgJycHAQEB8PPzQ0ZGRoPqPXjwIDIyMiCRSNQ+v6ZGa4O2MFpjjxDyvKHfWy82+ee7NH0UhK31642vvC/FJ25H1fo+uLq6wsnJCVu3buX29ezZExMmTMC6deuU4pcsWYL4+HhcuXKF2xccHIycnBykp6cDAPz9/VFRUYGjR49yMT4+Pmjfvj2+//57teq9ffs2XF1dcfz4cYwZMwYhISEICQnhdW6aQCNrhBBCCFGi7shaRUWFwlZZWamy3KqqKmRmZsLLy0thv5eXF9LS0lQek56erhTv7e2N8+fPQyqV1hkjL5NvvTKZDAEBAXj//ffRq1ev+rqpWfB6wGDixIlqF7xt2zZ06NBB7eMIIYQQ0vLUXcGgc+fOCvtXrlyJiIgIpfiSkhLU1NTA0tJSYb+lpSWKiopU1lFUVKQyvrq6GiUlJRCLxbXGyMvkW+/69euhp6eH+fPn13HWzYtXsnbw4EH4+fnByMiIV6H79u3D/fv3KVkjhBBCnlPqrg1aUFCgcBlUKBTWeZxAoJgIMsaU9tUX/+x+PmXWFZOZmYlNmzYhKyurzrY0N95Td2zevJl38vXjjz82uEGEEEIIaXnqjqy1bduW1z1r5ubm0NXVVRpFKy4uVhr1khOJRCrj9fT0YGZmVmeMvEw+9Z46dQrFxcWwsrLi3q+pqcGiRYuwceNG3Lhxo97z0wRe96wlJyfD1NSUd6FHjx5Fx44dG9woQgghhLQsGXR4b+owMDCAs7MzEhMTFfYnJibC3d1d5TFubm5K8SdOnICLiwv09fXrjJGXyafegIAA/Pbbb7hw4QK3SSQSvP/++zh+/Lha59mUeI2seXp6qlXooEGDGtQYQgghhGiHGiZADY+RNT4xzwoNDUVAQABcXFzg5uaG7du3Iz8/H8HBwQCAsLAw3L59G7t37wbw5MnPyMhIhIaGIigoCOnp6YiOjuae8gSABQsWYPDgwVi/fj18fX1x6NAhJCUl4fTp07zrNTMz40bq5PT19SESidC9e3e1z7OpNGoFgyNHjiAlJQU1NTUYOHAgJk2a1FTtIoQQQkgLUvcyqDr8/f1RWlqK1atXo7CwEI6OjkhISIC1tTUAoLCwUGHuMxsbGyQkJGDhwoXYsmULJBIJNm/erJB3uLu7Y//+/VixYgXCw8PRtWtXxMTEwNXVlXe92qrB86yFh4fjwIEDGDNmDKRSKWJjYzF+/HhERkY2dRtfaDRfESHkeUO/t15s8s93ZupkGPCYZ63qvhTbPX+g74MG8R5Zy8zMhLOzM/c6JiYGOTk53BOi06dPx5AhQyhZI4QQQl4ANRDwXBtUe56afFHxvitw5syZCAkJwcOHDwEAtra22LBhA65evYrc3Fxs3boV9vb2GmsoIYQQQpqPjP3/pdC6t5Zu6YuPd7J29uxZiEQiODk54aeffsKOHTuQlZUFd3d3eHh44NatW9i3b58m20oIIYSQZqLphdwJf7wvg+rq6mLp0qXw8/PDe++9B2NjY0RGRmrFAqeEEEIIaVoyCCDjcYmTTwxpHLXTYVtbWxw/fhwTJkzA4MGDsWXLFk20ixBCCCEtSD51B5+NaBbvZK28vBxLlizBuHHjsGLFCkycOBEZGRk4e/YsBgwYgNzcXE22kxBCCCHNiC6Dag/ePRwYGIgzZ85gzJgxuHr1Kt577z2YmZnh22+/xZo1a+Dn54clS5Zosq2EEEIIaSYy8Hm4gN+lUtI4vO9Z+/nnn5GdnY1u3bohKCgI3bp1494bPnw4srKy8NFHH2mkkYQQQghpXoznPWuMkjWN4z2yZmdnh+3bt+OPP/7Atm3blGb7NTIywtq1a5u8gYQQQghpfvym7eC3ygFpHN7J2o4dO/DLL7+gf//+2LdvH7Zu3dokDYiKioKNjQ0MDQ3h7OyMU6dO1RmfmpoKZ2dnGBoawtbWFtu2bVOKiY2NhYODA4RCIRwcHBAXF6dWvVKpFEuWLEHv3r1hbGwMiUSCt956C3fu3FEoY8iQIRAIBArblClTGtgThBBCiPage9a0B+8e7tevH86fP48HDx7g119/Rc+ePRtdeUxMDEJCQrB8+XJkZ2fDw8MDo0aNUlgP7Gl5eXkYPXo0PDw8kJ2djWXLlmH+/PmIjY3lYtLT0+Hv74+AgADk5OQgICAAfn5+yMjI4F3vw4cPkZWVhfDwcGRlZeHAgQP4448/MH78eKU2BQUFobCwkNu++uqrRvcLIYQQ0tJoZE17NHht0Kbg6uoKJycnhVG6nj17YsKECVi3bp1S/JIlSxAfH48rV65w+4KDg5GTk4P09HQATxZpraiowNGjR7kYHx8ftG/fHt9//32D6gWAc+fO4dVXX8XNmzdhZWUF4MnIWr9+/bBx48YG9wGtsUcIed7Q760Xm/zzHXdiBvSNDeqNlz6owk9e0fR90CBeI2umpqYoKSnhXaiVlRVu3rxZZ0xVVRUyMzPh5eWlsN/LywtpaWkqj0lPT1eK9/b2xvnz5yGVSuuMkZfZkHqBJ1OXCAQCtGvXTmH/3r17YW5ujl69emHx4sW4d+9e7ScNoLKyEhUVFQobIYQQom1oZE178HoatKysDEePHoWJiQmvQktLS1FTU1NnTElJCWpqamBpaamw39LSEkVFRSqPKSoqUhlfXV2NkpISiMXiWmPkZTak3sePH2Pp0qWYOnWqwl8N06ZNg42NDUQiES5evIiwsDDk5OQgMTGx1vNet24dVq1aVev7hBBCiDbgm4hRsqZ5vKfuCAwM1EgDBALFD5kxprSvvvhn9/Mpk2+9UqkUU6ZMgUwmQ1RUlMJ7QUFB3P87OjrCzs4OLi4uyMrKgpOTk8r2h4WFITQ0lHtdUVGBzp07q4wlhBBCWgola9qDV7Imk8mavGJzc3Po6uoqjWYVFxcrjXrJiUQilfF6enowMzOrM0Zepjr1SqVS+Pn5IS8vD7/88ku91+KdnJygr6+Pa9eu1ZqsCYVCCIXCOsshhBBCWhola9qjxZ63NTAwgLOzs9Ilw8TERLi7u6s8xs3NTSn+xIkTcHFxgb6+fp0x8jL51itP1K5du4akpCQuGazLpUuXIJVKIRaL640lhBBCtBnD/y/mXtfWYk8pvkR4XwbVhNDQUAQEBMDFxQVubm7Yvn078vPzERwcDODJJcPbt29j9+7dAJ48+RkZGYnQ0FAEBQUhPT0d0dHR3FOeALBgwQIMHjwY69evh6+vLw4dOoSkpCScPn2ad73V1dV4/fXXkZWVhcOHD6OmpoYbiTM1NYWBgQH++usv7N27F6NHj4a5uTkuX76MRYsWoX///hg4cGBzdSEhhBCiETSypj1aNFnz9/dHaWkpVq9ejcLCQjg6OiIhIYFbHaGwsFBhzjUbGxskJCRg4cKF2LJlCyQSCTZv3oxJkyZxMe7u7ti/fz9WrFiB8PBwdO3aFTExMXB1deVd761btxAfHw/gyfxyT0tOTsaQIUNgYGCAn3/+GZs2bcL9+/fRuXNnjBkzBitXroSurq6muowQQghpFpSsaY8WnWeN0HxFhJDnD/3eerHJP9/BP82GnnH991hXP6jEyXFR9H3QoBYdWSOEEEKIdqKRNe3BO1njM3mrnp4eWrVq1agGEUIIIaTlMSYA45GI8YkhjcM7WWvXrl2d85/JGRsbY+TIkdi0aRM6derUqMYRQgghpGXIn/bkE0c0i3eylpycXG+MTCbD33//jS1btmDmzJlISEhoVOMIIYQQ0jLoMqj24J2sVVZWYujQodx8ZnXp06cPBgwY0KiGEUIIIaTl0GVQ7cF7Utzg4GBYWFjA398f+/btQ1lZWa2x3bp1w549e5qifYQQQghpAbSQu/bgnaxdv34dJ0+eRO/evbFx40aIRCIMHz4cmzdvxo0bNxRiDQwM4Ovr29RtJYQQQkgzkY+s8dmIZqm13FSfPn2wYsUKnD17FtevX8fkyZNx7Ngx9OzZE3379sWHH36I8+fPa6qthBBCCGkmjOeoGiVrmtfgtUElEgmCg4ORkJCAkpISfPjhh7hx4wZ8fHywdu3apmwjIYQQQpoZA8AYj62lG/oSaJJJcY2NjTFp0iRMmjQJMpkMpaWlTVEsIYQQQlqIDAIIaOoOrcB7ZG306NEoLy/nXq9Zs0bhIYPS0lI4ODhAR0cHFhYWTdpIQgghhDQvumdNe/BO1o4fP47Kykru9fr16/Hvv/9yr6urq3H16tWmbR0hhBBCWgQ9Dao9eF8GfXa9d1r/nRBCCHlxye9J4xNHNIsWcieEEEKIEpoUV3vwTtYEAoHS2qB81golhBBCyPOHkjXtodZl0OnTp0MoFAIAHj9+jODgYBgbGwOAwv1shBBCCHm+yZgAAlobVCvwTtYCAwMVXr/55ptKMW+99VbjW0QIIYSQFkf3rGkP3snazp07NdkOQgghhGiRJ8kan8ugzdCYlxw9YEAIIYQQJXTPmvagZI0QQgghShj4LSVFA2ua1+C1QQkhhBDy4tL0CgZRUVGwsbGBoaEhnJ2dcerUqTrjU1NT4ezsDENDQ9ja2mLbtm1KMbGxsXBwcIBQKISDgwPi4uLUrjciIgI9evSAsbEx2rdvjxEjRiAjI6NB59hUKFkjhBBCiDKmxqammJgYhISEYPny5cjOzoaHhwdGjRqF/Px8lfF5eXkYPXo0PDw8kJ2djWXLlmH+/PmIjY3lYtLT0+Hv74+AgADk5OQgICAAfn5+CokWn3rt7e0RGRmJ3NxcnD59Gl26dIGXlxf++ecf9U+0iQgYLUXQoioqKmBiYoLy8nK0bdu2pZtDCCH1ot9bLzb552u7azl0WhnWGy97+BjXp69R6/vg6uoKJycnbN26ldvXs2dPTJgwAevWrVOKX7JkCeLj43HlyhVuX3BwMHJycpCeng4A8Pf3R0VFBY4ePcrF+Pj4oH379vj+++8bVC/w//2RlJSE4cOH8zq/pkYja4QQQghRIp+6g8+mjqqqKmRmZsLLy0thv5eXF9LS0lQek56erhTv7e2N8+fPQyqV1hkjL7Mh9VZVVWH79u0wMTFB3759+Z9kE6MHDAghhBCiRN2nQSsqKhT2C4VCbiL9p5WUlKCmpgaWlpYK+y0tLVFUVKSyjqKiIpXx1dXVKCkpgVgsrjVGXqY69R4+fBhTpkzBw4cPIRaLkZiYCHNz89q6QONoZI0QQgghypiA/wagc+fOMDEx4bbaLivKPbtkJWOszmUsVcU/u59PmXxihg4digsXLiAtLQ0+Pj7w8/NDcXFxneejSTSyRgghhBAl6q5gUFBQoHDPmqpRNQAwNzeHrq6u0mhWcXGx0qiXnEgkUhmvp6cHMzOzOmPkZapTr7GxMbp164Zu3bphwIABsLOzQ3R0NMLCwlS2T9NoZI0QQgghytR8GrRt27YKW23JmoGBAZydnZGYmKiwPzExEe7u7iqPcXNzU4o/ceIEXFxcoK+vX2eMvMyG1CvHGGvRNdBpZI0QQgghSjS5gkFoaCgCAgLg4uICNzc3bN++Hfn5+QgODgYAhIWF4fbt29i9ezeAJ09+RkZGIjQ0FEFBQUhPT0d0dDT3lCcALFiwAIMHD8b69evh6+uLQ4cOISkpCadPn+Zd74MHD7BmzRqMHz8eYrEYpaWliIqKwq1btzB58mS1z7OptPjImrZOiscYQ0REBCQSCYyMjDBkyBBcunRJIaayshLz5s2Dubk5jI2NMX78eNy6dasBvUAIIYRoIQ3MsQY8mWZj48aNWL16Nfr164eTJ08iISEB1tbWAIDCwkKFuc9sbGyQkJCAlJQU9OvXDx999BE2b96MSZMmcTHu7u7Yv38/du7ciT59+mDXrl2IiYmBq6sr73p1dXXx+++/Y9KkSbC3t8fYsWPxzz//4NSpU+jVq1fDTrYJtOg8azExMQgICEBUVBQGDhyIr776Ct988w0uX74MKysrpfi8vDw4OjoiKCgIs2bNwq+//orZs2fj+++/5z6w9PR0eHh44KOPPsJrr72GuLg4fPjhhzh9+jT3gfGpd/369VizZg127doFe3t7fPzxxzh58iSuXr2KNm3aAADee+89/PTTT9i1axfMzMywaNEi/Pvvv8jMzISuri6vPqD5igghzxv6vfVik3++nb9aCR0jHvOsPXqMglmrXtrvw8SJE9U+Ztu2bejQoQPv+BZN1rR1UjzGGCQSCUJCQrBkyRIAT0bRLC0tsX79esyaNQvl5eWwsLDAnj174O/vDwC4c+cOOnfujISEBHh7e/PqA/kPReE/pS/ll5wQ8vypqKiA2MLspf3H+UXHJWvb1EjWgl/eZE1HRwd+fn4wMjLiFb9v3z5cuXIFtra2vOtosXvW5JPTLV26VGF/QybFi46OhlQqhb6+PtLT07Fw4UKlmI0bN/KuNy8vD0VFRQp1CYVCeHp6Ii0tDbNmzUJmZiakUqlCjEQigaOjI9LS0mpN1iorKxVuUiwvLwcAuHz4E3SErVQeQwgh2kRW+RDA/0+dQF5Ugv9tfOJebps3b+Y9Uvbjjz+qXX6LJWvaPCme/L+qYm7evMnFGBgYoH379rzbDwDr1q3DqlWrlPbf3jq91mMIIUQblZaWwsTEpKWbQTSF7z1pL3nOnpycDFNTU97xR48eRceOHdWqo8WfBtXmSfHUbRufmLCwMISGhnKvy8rKYG1tjfz8fK36pVdRUYHOnTsrzZvTkrSxTQC1S13a2C5tbBOgve0qLy+HlZWVWv9AkecQJWu8eHp6qhU/aNAgtetosWRNmyfFE4lEAJ6MnonF4lpjqqqqcPfuXYXRteLi4jrna6lt+Q0TExOt+mUsJ58vR5toY5sAape6tLFd2tgmQHvbpaPT4hMKEE16anWCeuOIkiNHjiAlJQU1NTUYOHCgwpOr6mqxnzRtnhTPxsYGIpFIIaaqqgqpqalcjLOzM/T19RViCgsLcfHixXon1yOEEEK0naYWcn8ZhIeH44MPPoBAIABjDAsXLsTcuXMbXF6LXgbV1knxBAIBQkJCsHbtWtjZ2cHOzg5r165Fq1atMHXqVABPRsJmzJiBRYsWwczMDKampli8eDF69+6NESNGNFcXEkIIIZpBl0F5y8zMhLOzM/c6JiYGOTk53BOi06dPx5AhQxAZGdmg8ls0WfP390dpaSlWr16NwsJCODo68poUb+HChdiyZQskEkmtk+KtWLEC4eHh6Nq1q8pJ8eqqFwA++OADPHr0CLNnz8bdu3fh6uqKEydOcHOsAcAXX3wBPT09+Pn54dGjRxg+fDh27drFe4414Mll0ZUrV9a6LEdL0cZ2aWObAGqXurSxXdrYJoDaRVoYXQblbebMmfDw8OAGdmxtbbFhwwa8/vrrqKqqwtatW2Fvb9/g8lt0njVCCCGEaBdunrVNq/nPs7bgw5d2njUAqKmpwWeffYZdu3bhs88+g7OzM+bNm8fdszZo0CBs2rQJXbt2bVD5Lf40KCGEEEK0EF0G5U1XVxdLly6Fn58f3nvvPRgbGyMyMhISiaRJyqdHeQghhBCiTH4ZlM9GAAC2trY4fvw4JkyYgMGDB2PLli1NUi4la4QQQghRxmcR90Ys5v4iKS8vx5IlSzBu3DisWLECEydOREZGBs6ePYsBAwYgNze3UeVTskYIIYQQZZSs8RYYGIgzZ85gzJgxuHr1Kt577z2YmZnh22+/xZo1a+Dn58etNd4QlKxpwLp16/DKK6+gTZs26NChAyZMmICrV68qxAgEApXbZ599xsVUVlZi3rx5MDc3h7GxMcaPH49bt25ppE1SqRRLlixB7969YWxsDIlEgrfeegt37txRKGfIkCFKbZ4yZUqD2iR38uRJjBs3DhKJBAKBAAcPHlR4//79+5g7dy46deoEIyMj9OzZE1u3blWIacq+4tOmiIgI9OjRA8bGxmjfvj1GjBiBjIwMhRhN9JUq9+7dQ0hICKytrWFkZAR3d3ecO3eOe58xhoiICEgkEhgZGWHIkCG4dOlSk7ejNuvWreOmw5GbPn26Ut8MGDCg2dr0rKioKNjY2MDQ0BDOzs44depUi7UFAGbNmgWBQMCtaSzXXN+pp/3999+YPn06JBIJWrVqBR8fH1y7dk0hpql//oiWoGSNt59//hnR0dEIDg7G/v37FaYLGz58OLKystSaKeJZlKxpQGpqKubMmYMzZ84gMTER1dXV8PLywoMHD7iYwsJChW3Hjh0QCAQK05CEhIQgLi6O++Dv37+PsWPHoqampsnb9PDhQ2RlZSE8PBxZWVk4cOAA/vjjD4wfP16prKCgIIW2f/XVVw3opf/34MED9O3bt9b5ZxYuXIhjx47hu+++w5UrV7Bw4ULMmzcPhw4d4mKasq/4tMne3h6RkZHIzc3F6dOn0aVLF3h5eeGff/5RiGvqvlLl3XffRWJiIvbs2YPc3Fx4eXlhxIgRuH37NgDg008/xYYNGxAZGYlz585BJBJh5MiRuHfvXpO35Vnnzp3D9u3b0adPH6X3fHx8FPomISFB4+1RJSYmBiEhIVi+fDmys7Ph4eGBUaNGKUwb1JwOHjyIjIyMWm9Mbo7vlBxjDBMmTMD169dx6NAhZGdnw9raGiNGjFD4fdbUP39ES9A9a7zZ2dlh+/bt+OOPP7Bt2zaFqcAAwMjICGvXrm14BYxoXHFxMQPAUlNTa43x9fVlw4YN416XlZUxfX19tn//fm7f7du3mY6ODjt27FiztOns2bMMALt58ya3z9PTky1YsKDR9dcGAIuLi1PY16tXL7Z69WqFfU5OTmzFihWMMc33lao2Pau8vJwBYElJSdw+TfcVY4w9fPiQ6erqssOHDyvs79u3L1u+fDmTyWRMJBKxTz75hHvv8ePHzMTEhG3btk2jbbt37x6zs7NjiYmJSn0RGBjIfH19NVo/X6+++ioLDg5W2NejRw+2dOnSZm/LrVu3WMeOHdnFixeZtbU1++KLLxTeb47v1NOuXr3KALCLFy9y+6qrq5mpqSn7+uuvGWOa//kjzU/++8zq049Zly//U+9m9enHDAArLy9v6aa3mOzsbObs7MxatWrF3N3d2eXLl5u0fBpZawbl5eUAUOuix3///TeOHDmCGTNmcPsyMzMhlUrh5eXF7ZNIJHB0dERaWprG2ySPEQgEaNeuncL+vXv3wtzcHL169cLixYs1PkIzaNAgxMfH4/bt22CMITk5GX/88Qe8vb0BaL6v6lNVVYXt27fDxMQEffv2VXhP031VXV2NmpoaGBoqzoVkZGSE06dPIy8vD0VFRQp9IxQK4enpqfG+mTNnDsaMGVPrih4pKSno0KED7O3tERQUhOLiYo22R5WqqipkZmYq9A8AeHl5Nct352kymQwBAQF4//330atXr1rjmvPnr7KyEgAUvl+6urowMDDgLvO09M8f0SC6DMpbv379cP78eTx48AC//vorevbs2aTl0zxrGsYYQ2hoKAYNGgRHR0eVMd9++y3atGmDiRMncvuKiopgYGCgsEg8AFhaWiotQq+JNj1+/BhLly7F1KlTFSY5nDZtGrd26sWLFxEWFoacnByltVab0ubNmxEUFIROnTpBT08POjo6+OabbzBo0CAAmu2ruhw+fBhTpkzBw4cPIRaLkZiYCHNzc+795uirNm3awM3NDR999BF69uwJS0tLfP/998jIyICdnR13/paWlgrHWVpa4ubNm03Wjmft378fWVlZCvfOPW3UqFGYPHkyrK2tkZeXh/DwcAwbNgyZmZnNOit+SUkJampqVPaPJr87qqxfvx56enqYP39+rTHN/fPXo0cPWFtbIywsDF999RWMjY2xYcMGFBUVobCwEEDL/fwR8jKhZE3D5s6di99++03hZsNn7dixA9OmTVMaHVGFMQaBoHH3B9TXJqlUiilTpkAmkyEqKkrhvaCgIO7/HR0dYWdnBxcXF2RlZcHJyalR7arN5s2bcebMGcTHx8Pa2honT57E7NmzIRaL61yHtSn6qi5Dhw7FhQsXUFJSgq+//hp+fn7IyMhAhw4dADRfX+3ZswfvvPMOOnbsCF1dXTg5OWHq1KnIysriYp7tB032TUFBARYsWIATJ07U+p329/fn/t/R0REuLi6wtrbGkSNHFP5oaS7N2T/Ak9GxWbNmca+PHDmCTZs2ISsrq856Nf2derZdR48eRWxsLGbMmAFTU1Po6upixIgRGDVqVL1laboPieYJAAh4jJq97J+yqakp/vjjD4U/1utiZWWFU6dOKd3XVhdK1jRo3rx5iI+Px8mTJ9GpUyeVMadOncLVq1cRExOjsF8kEqGqqgp3795V+Iu1uLgY7u7uGmuTVCqFn58f8vLy8Msvv9S7dIiTkxP09fVx7do1jSRrjx49wrJlyxAXF4cxY8YAAPr06YMLFy7gP//5D0aMGKGxvqqPsbExunXrhm7dumHAgAGws7NDdHQ0wsLCVMZrqq+6du2K1NRUPHjwABUVFRCLxfD39+dGYIAnox9isZg7pri4WGk0qalkZmaiuLhYYVHjmpoanDx5EpGRkaisrFR6KkosFsPa2lrpKUNNMzc3h66urtIIkCb7BwDGjx+vsF7xDz/8gOLiYlhZWXH7ampqsGjRImzcuBE3btxQWU5Tf6eebVfHjh1hZGSECxcuoLy8HFVVVbCwsICrqytcXFwAaO53FSHPi7KyMhw9ehQmJia84ktLS9V++IaSNQ1gjGHevHmIi4tDSkoKbGxsao2Njo6Gs7Oz0r1Ozs7O0NfXR2JiIvz8/AA8eYL04sWL+PTTTzXSJnmidu3aNSQnJ8PMzKzeci9dugSpVKqQCDQlqVQKqVQKHR3F2yt1dXUhk8kANH1fNRRjjLvHRxVN95WxsTGMjY1x9+5dHD9+HJ9++imXsCUmJqJ///4AntynlZqaivXr12ukHcOHD1eaAPLtt99Gjx49sGTJEpWPr5eWlqKgoEBjfVMbAwMDODs7IzExEa+99hq3PzExEb6+vhqrt02bNmjTpg33eubMmRg3bpxCjLe3NwICAvD222/XWk5Tf6eebdfT5P8QXbt2DefPn8dHH30EQHt+/ogG0ELuvAUGBmq0fErWNGDOnDnYt28fDh06hDZt2nB/tZuYmMDIyIiLq6iowA8//IDPP/9cqQwTExPMmDEDixYtgpmZGUxNTbF48WL07t27zkt/DW1TdXU1Xn/9dWRlZeHw4cOoqanhYkxNTWFgYIC//voLe/fuxejRo2Fubo7Lly9j0aJF6N+/PwYOHNiQrgLwZB61P//8k3udl5eHCxcuwNTUFFZWVvD09MT7778PIyMjWFtbIzU1Fbt378aGDRs00lf1tcnMzAxr1qzB+PHjIRaLUVpaiqioKNy6dQuTJ08GAI31lSrHjx8HYwzdu3fHn3/+iffffx/du3fH22+/zc1vtnbtWtjZ2cHOzg5r165Fq1atMHXq1CZth1ybNm2U7oU0NjaGmZkZHB0dcf/+fURERGDSpEkQi8W4ceMGli1bBnNzc4WEqbmEhoYiICAALi4ucHNzw/bt25Gfn4/g4OBma4OZmZnSH0f6+voQiUTo3r07gOb9Tj3thx9+gIWFBaysrJCbm4sFCxZgwoQJ3AMFmvj5I1qC1gblRT5woFFN+mwpYYyxWp+X2blzp0LcV199xYyMjFhZWZnKch49esTmzp3LTE1NmZGRERs7dizLz8/XSJvy8vJqjUlOTmaMMZafn88GDx7MTE1NmYGBAevatSubP38+Ky0tbVCb5JKTk1XWGxgYyBhjrLCwkE2fPp1JJBJmaGjIunfvzj7//HMmk8m4Mpqyr+pr06NHj9hrr73GJBIJMzAwYGKxmI0fP56dPXuWO15TfaVKTEwMs7W1ZQYGBkwkErE5c+YofKdkMhlbuXIlE4lETCgUssGDB7Pc3Nwmb0ddnp5y4uHDh8zLy4tZWFgwfX19ZmVlxQIDAxv1eTXWli1bmLW1NTMwMGBOTk51TmnTXJ6duqM5v1NP27RpE+vUqRP3Wa1YsYJVVlYqxDT1zx9pWfKpO6zXrmE2Gz6vd7Neu+aln7pD0wSMsZc8JyaEEEKIXEVFBUxMTNBlzRro8HjwTfb4MW4sX47y8vJ673MmDUOXQQkhhBCijC6Dag1K1gghhBCijJI1rUHJGiGEEEKUCBjPedYoWdM4StYIIYQQooym7uCtoqKi3hg9PT20atWqQeVTskYIIYQQZXQZlLd27drxWrHD2NgYI0eOxKZNm2qdLF+Vl3Yh95MnT2LcuHGQSCQQCAQ4ePCgwvuMMUREREAikcDIyAhDhgzBpUuXFGIqKysxb948mJubw9jYGOPHj8etW7ea8SwIIYQQzZBfBuWzveySk5Pxyy+/1LklJSVh+/btKC4uxsyZM9Uq/6UdWXvw4AH69u2Lt99+G5MmTVJ6/9NPP8WGDRuwa9cu2Nvb4+OPP8bIkSNx9epVbobvkJAQ/PTTT9i/fz/MzMywaNEijB07FpmZmSpnaSeEEEKeGzSyxltlZSWGDh0KfX39emP79OmDAQMGqFU+zbOGJ4s4x8XFYcKECQCejKpJJBKEhIRgyZIlAJ58EJaWlli/fj1mzZqF8vJyWFhYYM+ePdyi1Hfu3EHnzp2RkJAAb29vXnXLZDLcuXMHbdq0oUWPCSHPBcYY7t27B4lEorQUXH3od17jNKbv+ZLPs2Ybvha6POZZq3n8GNc/WvZSz7Nma2uLf//9F97e3vD19cXo0aPRrl07lbFVVVU4evSoWkvavbQja3XJy8tDUVERt5wKAAiFQnh6eiItLQ2zZs1CZmYmpFKpQoxEIoGjoyPS0tJqTdYqKysV1o+8ffs2HBwcNHcyhBCiIQUFBWrddwP8/x+1pHEa0vdqo5E13q5fv47ffvsN8fHx2LhxI9555x0MHDgQvr6+GD9+PLp06cLFGhgYqL32MCVrKsjXxLS0tFTYb2lpiZs3b3IxBgYGaN++vVKM/HhV1q1bh1WrVintH4TR0EP9w6eEENLSqiHFaSTUuuh7XeTHFBQUvLSjMI1RUVGBzp07N6jv1UbJmlr69OmDPn36YMWKFbhz5w7i4+MRHx+PJUuWwN7enkvcXFxc1C6bkrU6PDtEzxird9i+vpiwsDCEhoZyr+U/eHrQh56AkjVCyHPgf/84N+QypvyYNm3aULLWCM1xCZnmWWs4iUSC4OBgBAcH48GDBzh27BgOHToEHx8fhIaGYtmyZWqVR8maCiKRCMCT0TOxWMztLy4u5kbbRCIRqqqqcPfuXYXRteLiYri7u9datlAohFAo1FDLCSHk+fBIWgOTlm4EIc3A2NgYkyZNwqRJkyCTyVBaWqp2GS/t1B11sbGxgUgkQmJiIrevqqoKqampXCLm7OwMfX19hZjCwkJcvHixzmSNEEIIeS4wNbaX3OjRo1FeXs69XrNmDcrKyrjXpaWlcHBwgI6ODiwsLNQu/6UdWbt//z7+/PNP7nVeXh4uXLgAU1NTWFlZISQkBGvXroWdnR3s7Oywdu1atGrVClOnTgUAmJiYYMaMGVi0aBHMzMxgamqKxYsXo3fv3hgxYkRLnRYhhBDSJOgyKH/Hjx9XeHhw/fr1eOONN7gnQqurq3H16tUGl//SJmvnz5/H0KFDudfy+8gCAwOxa9cufPDBB3j06BFmz56Nu3fvwtXVFSdOnFC4qfOLL76Anp4e/Pz88OjRIwwfPhy7du2iOdYIIYS8GCgR4+XZWdCaela0lzZZGzJkSJ2dKRAIEBERgYiIiFpjDA0N8eWXX+LLL7/UQAsJIYSQFkRPg2qNlzZZI4QQQkjt6DIofwKBQOkJ3aZ8YpceMCCEEEKIMg0/YBAVFQUbGxsYGhrC2dkZp06dqjM+NTUVzs7OMDQ0hK2tLbZt26YUExsbCwcHBwiFQjg4OCAuLk6teqVSKZYsWYLevXvD2NgYEokEb731Fu7cuVNn2xhjmD59OiZOnIiJEyfi8ePHCA4O5l6/8847PHtFNUrWCCGEEKJEkwu5x8TEICQkBMuXL0d2djY8PDwwatQo5Ofnq4zPy8vD6NGj4eHhgezsbCxbtgzz589HbGwsF5Oeng5/f38EBAQgJycHAQEB8PPzQ0ZGBu96Hz58iKysLISHhyMrKwsHDhzAH3/8gfHjx9d5PoGBgejQoQNMTExgYmKCN998ExKJhHvdoUMHvPXWW+p31P/Q2qAtTL4G2xD40qS4hJDnQjWTIgWHGrQWpPx3XuE/pRCZm2qohS8uef9pch1OeR32i9ZCV8hjbdDKx/jjc/XWBnV1dYWTkxO2bt3K7evZsycmTJiAdevWKcUvWbIE8fHxuHLlCrcvODgYOTk5SE9PBwD4+/ujoqICR48e5WJ8fHzQvn17fP/99w2qFwDOnTuHV199FTdv3oSVlRWv82tqNLJGCCGEEGVqXgatqKhQ2J6eyuJpVVVVyMzMVFhbGwC8vLyQlpam8pj09HSleG9vb5w/fx5SqbTOGHmZDakXAMrLyyEQCGpdmL05ULJGCCGEECXqXgbt3Lkzd9nPxMSk1pGqkpIS1NTUqFx/u7a1tYuKilTGV1dXo6SkpM4YeZkNqffx48dYunQppk6d2qLLo9HToIQQQghRpubUHQUFBQoJTX1LK6q7/raq+Gf38ymTb71SqRRTpkyBTCZDVFRUHWeieZSsEUIIIUSZmsla27ZteY0+mZubQ1dXV2k06+n1t58lEolUxuvp6cHMzKzOGHmZ6tQrlUrh5+eHvLw8/PLLLy06qgbQZVBCCCGEqKCpp0ENDAzg7OyssLY2ACQmJta6trabm5tS/IkTJ+Di4gJ9ff06Y+Rl8q1Xnqhdu3YNSUlJXDLYkmhkjRBCCCHKNLiCQWhoKAICAuDi4gI3Nzds374d+fn5CA4OBgCEhYXh9u3b2L17N4AnT35GRkYiNDQUQUFBSE9PR3R0NPeUJwAsWLAAgwcPxvr16+Hr64tDhw4hKSkJp0+f5l1vdXU1Xn/9dWRlZeHw4cOoqanhRuJMTU1hYGCg/sk2AUrWCCGEEKJEkysY+Pv7o7S0FKtXr0ZhYSEcHR2RkJAAa2trAEBhYaHCnGs2NjZISEjAwoULsWXLFkgkEmzevBmTJk3iYtzd3bF//36sWLEC4eHh6Nq1K2JiYuDq6sq73lu3biE+Ph4A0K9fP4U2JycnY8iQIeqfbBOgedZaGM2zRgh53tA8ay2nOedZ6zmH/zxrV7aoN88aUQ+NrBFCCCFEGS3krjUoWSOEEEKIEsH/Nj5xRLMoWSOEEEKIMhpZ0xqUrBFCCCFEiSYfMCDqoWSNEEIIIcpoZE1rULJGCCGEENUoEdMKWp+sVVRUqH0MPTpMCCGENA5dBtUeWp+stWvXrs6FXZ8lEAjwxx9/wNbWVoOtIoQQQl5wdBlUa2h9sgYAP/74I0xN6588kTGG0aNHN0OLCCGEkBcbjaxpD61P1qytrTF48GDeC6na2tpyi7oSQgghpIFoZE1raH2ylpeXp1b8xYsXNdQSQggh5OVBI2vaQ+uTNUIIIYS0ABpZ0xrPXbJ29uxZpKSkoLi4GDKZTOG9DRs2tFCrCCGEkBcMJWta47lK1tauXYsVK1age/fusLS0VHhKVJ0nRgkhhBBSN7oMqj2eq2Rt06ZN2LFjB6ZPn97STSGEEEJebDSypjWeq2RNR0cHAwcObOlmEEIIIS88AWMQsPozMT4xpHF0WroB6li4cCG2bNnS0s0ghBBCXnxMjY1o1HM1srZ48WKMGTMGXbt2hYODg9J8agcOHGihlhFCCCEvFrpnTXs8VyNr8+bNQ3JyMuzt7WFmZgYTExOFral16dIFAoFAaZszZw4AYPr06UrvDRgwoMnbQQghhDQ7GlnTGs/VyNru3bsRGxuLMWPGNEt9586dQ01NDff64sWLGDlyJCZPnszt8/Hxwc6dO7nXBgYGzdI2QgghRJNoZE17PFfJmqmpKbp27dps9VlYWCi8/uSTT9C1a1d4enpy+4RCIUQiUbO1iRBCCGkW9DSo1niuLoNGRERg5cqVePjwYbPXXVVVhe+++w7vvPOOwpxuKSkp6NChA+zt7REUFITi4uJmbxshhBDS1OQja3w2olnP1cja5s2b8ddff8HS0hJdunRResAgKytLY3UfPHgQZWVlCnO8jRo1CpMnT4a1tTXy8vIQHh6OYcOGITMzE0KhUGU5lZWVqKys5F5XVFRorM2EEEJIg9HImtZ4rpK1CRMmtFjd0dHRGDVqFCQSCbfP39+f+39HR0e4uLjA2toaR44cwcSJE1WWs27dOqxatUrj7SWEEEIai0bNtMNzlaytXLmyReq9efMmkpKS6p0aRCwWw9raGteuXas1JiwsDKGhodzriooKdO7cucnaSgghhDQJxp5sfOKIRj1XyVpL2blzJzp06FDvU6ilpaUoKCiAWCyuNUYoFNZ6iZQQQgjRFvQ0qPbQ+gcMTE1NUVJSwjveysoKN2/ebLL6ZTIZdu7cicDAQOjp/X9ue//+fSxevBjp6em4ceMGUlJSMG7cOJibm+O1115rsvoJIYSQFkHzrGkNrR9ZKysrw9GjR3lPeltaWqowN1pjJSUlIT8/H++8847Cfl1dXeTm5mL37t0oKyuDWCzG0KFDERMTgzZt2jRZ/YQQQkhLEMiebHziiGZpfbIGAIGBgS1Wt5eXF5iK6/FGRkY4fvx4C7SIEEIIaQb0NKjW0PpkTSajlJ0QQghpbnTPmvbQ+mSNEEIIIS2AngbVGpSsEUIIIUQJjaxpD0rWCCGEEKKM7lnTGpSsEUIIIUQJjaxpD0rWCCGEEKKM7lnTGlo/Ke7Thg0bpnJdzbt372LYsGEt0CJCCCHkxSQfWeOzEc16rkbWUlJSkJubi+zsbOzduxfGxsYAgKqqKqSmprZw6wghhJAXCN2zpjWeq5E14MmKAkVFRRgwYABu3LjR0s0hhBBCXkg0sqY9nrtkTSwWIzU1FX369MErr7yClJSUlm4SIYQQ8uKRMf4b0ajnKlkTCAQAAKFQiL1792LBggXw8fFBVFRUC7eMEEIIecHQQu5a47m6Z+3ZNTpXrFiBnj17tujaoYQQQsiLSACeU3dovCXkuRpZy8vLg4WFhcK+SZMmISMjAzt27GihVhFCCCEvIPnUHXy2BoiKioKNjQ0MDQ3h7OyMU6dO1RmfmpoKZ2dnGBoawtbWFtu2bVOKiY2NhYODA4RCIRwcHBAXF6d2vQcOHIC3tzfMzc0hEAhw4cKFBp1fU3qukjVra2vuUujTevXqRaNrhBBCSBPS5AMGMTExCAkJwfLly5GdnQ0PDw+MGjUK+fn5KuPz8vIwevRoeHh4IDs7G8uWLcP8+fMRGxvLxaSnp8Pf3x8BAQHIyclBQEAA/Pz8kJGRoVa9Dx48wMCBA/HJJ5+of2IaImDPXlskzaqiogImJiYYAl/oCfRbujmEEFKvaiZFCg6hvLwcbdu2VetY+e+8wn9KITI31VALX1zy/mtI36tbx6ChEdDTM6w3vrr6MU4nR6jVJldXVzg5OWHr1q3cvp49e2LChAlYt26dUvySJUsQHx+PK1eucPuCg4ORk5OD9PR0AIC/vz8qKipw9OhRLsbHxwft27fH999/r3a9N27cgI2NDbKzs9GvXz9e56Upz9XIGiGEEEKah4Ax3hvwJMl7equsrFRZblVVFTIzM+Hl5aWw38vLC2lpaSqPSU9PV4r39vbG+fPnIZVK64yRl9mQerUFJWuEEEIIUSZTYwPQuXNnmJiYcJuqETIAKCkpQU1NDSwtLRX2W1paoqioSOUxRUVFKuOrq6tRUlJSZ4y8zIbUqy2eq6dBCSGEENI8nh41qy8OAAoKChQugwqFwrqPe+YedMaYyvvS64p/dj+fMtWtVxtQskYIIYQQZWouN9W2bVte96yZm5tDV1dXaTSruLhYadRLTiQSqYzX09ODmZlZnTHyMhtSr7agy6CEEEIIUaahqTsMDAzg7OyMxMREhf2JiYlwd3dXeYybm5tS/IkTJ+Di4gJ9ff06Y+RlNqRebUEja4QQQghRwndajoZM3REaGoqAgAC4uLjAzc0N27dvR35+PoKDgwEAYWFhuH37Nnbv3g3gyZOfkZGRCA0NRVBQENLT0xEdHc095QkACxYswODBg7F+/Xr4+vri0KFDSEpKwunTp3nXCwD//vsv8vPzcefOHQDA1atXATwZuROJROqfbBOgZI0QQgghyviOmjVgBjB/f3+UlpZi9erVKCwshKOjIxISEmBtbQ0AKCwsVJj7zMbGBgkJCVi4cCG2bNkCiUSCzZs3Y9KkSVyMu7s79u/fjxUrViA8PBxdu3ZFTEwMXF1dedcLAPHx8Xj77be511OmTAEArFy5EhEREWqfa1OgedZaGM2zRgh53tA8ay2nOedZG+K6gvc8aykZH2u0TS87GlkjhBBCiDINjqwR9VCyRgghhBBlaj4NSjSHkjVCCCGEKFF3njWiOZSsEUIIIUQZXQbVGpSsEUIIIUQZA7eUVL1xRKMoWSOEEEKIEroMqj0oWSOEEEKIMgael0E13pKXHiVrhBBCCFFG96xpDVobtBYREREQCAQK29PLTDDGEBERAYlEAiMjIwwZMgSXLl1qwRYTQgghTUimxkY0ipK1OvTq1QuFhYXclpuby7336aefYsOGDYiMjMS5c+cgEokwcuRI3Lt3rwVbTAghhDQN+T1rfDaiWZSs1UFPT49buFUkEsHCwgLAk1G1jRs3Yvny5Zg4cSIcHR3x7bff4uHDh9i3b18Lt5oQQrSfkb5uSzeBkOcGJWt1uHbtGiQSCWxsbDBlyhRcv34dAJCXl4eioiJ4eXlxsUKhEJ6enkhLS6uzzMrKSlRUVChshBDyshEIBC3dBFIf+T1rfDaiUfSAQS1cXV2xe/du2Nvb4++//8bHH38Md3d3XLp0CUVFRQAAS0tLhWMsLS1x8+bNOstdt24dVq1apbS/GlJ6ooYQ8lyohhTAk6sM6pIfQ3+oNoy83xrS92qjBwy0BiVrtRg1ahT3/71794abmxu6du2Kb7/9FgMGDACg/JchY6zevxbDwsIQGhrKvc7Ly0O/fv1wGglN2HpCCNG8e/fuwcTERK1jSktLAQCdO3fWRJNeGqWlpWr3vdooWdMalKzxZGxsjN69e+PatWuYMGECAKCoqAhisZiLKS4uVhpte5ZQKIRQKOReW1tbAwDy8/M1/4OnhoqKCnTu3BkFBQVo27ZtSzeHo43t0sY2AdrZLm1sE0DtUoe8TZcvX4ZEIlH7eFNTUwDa9zvveVFeXg4rKyuuHzVKBoDP1Wp6GlTjKFnjqbKyEleuXIGHhwdsbGwgEomQmJiI/v37AwCqqqqQmpqK9evXq1Wujs6T2wZNTEy05pfx09q2bUvt4kkb2wRoZ7u0sU0AtUsdHTt25H5/qUPbf+c9LxrS9+qiFQy0ByVrtVi8eDHGjRsHKysrFBcX4+OPP0ZFRQUCAwMhEAgQEhKCtWvXws7ODnZ2dli7di1atWqFqVOntnTTCSGEkMajy6Bag5K1Wty6dQtvvPEGSkpKYGFhgQEDBuDMmTPcZcsPPvgAjx49wuzZs3H37l24urrixIkTaNOmTQu3nBBCCGkCMgYIeCRiMkrWNI2StVrs37+/zvcFAgEiIiIQERHRqHqEQiFWrlypcB+bNqB28aeNbQK0s13a2CaA2qWOxrZJG8/pedKs/Ucja1pDwJrl+V9CCCGEPA8qKipgYmKCEbbzoadTf1JYLatE0vXNKC8vp/sQNYRG1gghhBCijEbWtAYla4QQQghRJmPgNVs73bOmcZSsEUIIIUQZkz3Z+MQRjaJkjRBCCCHK6DKo1qCF3DVg3bp1eOWVV9CmTRt06NABEyZMwNWrVxViBAKByu2zzz7jYiorKzFv3jyYm5vD2NgY48ePx61btzTWLqlUiiVLlqB3794wNjaGRCLBW2+9hTt37iiUM2TIEKV2T5kypcHtOnnyJMaNGweJRAKBQICDBw8qvH///n3MnTsXnTp1gpGREXr27ImtW7cqxDR1X9XXpoiICPTo0QPGxsZo3749RowYgYyMDIWYpu6n2ty7dw8hISGwtraGkZER3N3dce7cOe59xhgiIiIgkUhgZGSEIUOG4NKlS03ejtqsW7eOm5tQbvr06Up9I1/GrblFRUXBxsYGhoaGcHZ2xqlTp1qkHU+bNWsWBAIBNm7cqLC/ub5TT/v7778xffp0SCQStGrVCg4ODujcubNCf9X185eamgpnZ2cYGhrC1tYW27ZtU6ojNjYWDg4OEAqFcHBwQFxcnFKMNn5ODaHueTRF/0VERCh9b0QiUf2NlTH+G9EoStY0IDU1FXPmzMGZM2eQmJiI6upqeHl54cGDB1xMYWGhwrZjxw4IBAJMmjSJiwkJCUFcXBz279+P06dP4/79+xg7dixqamo00q6HDx8iKysL4eHhyMrKwoEDB/DHH39g/PjxSmUFBQUptP+rr75qUJsA4MGDB+jbty8iIyNVvr9w4UIcO3YM3333Ha5cuYKFCxdi3rx5OHToEBfT1H1VX5vs7e0RGRmJ3NxcnD59Gl26dIGXlxf++ecfhbim7KfavPvuu0hMTMSePXuQm5sLLy8vjBgxArdv3wYAfPrpp9iwYQMiIyNx7tw5iEQijBw5Evfu3Wvytjzr3Llz2L59O/r06aP0no+Pj0LfJCQ0//q4MTExCAkJwfLly5GdnQ0PDw+MGjUK+fn5zd4WuYMHDyIjI6PWpZya4zslxxjDhAkTcP36dRw6dAhr1qzB1atX8fDhQ/z6669cf82YMUPlz9+ff/6J0aNHw8PDA9nZ2Vi2bBnmz5+P2NhYro709HT4+/sjICAAOTk5CAgIgJ+fn8IfP9r4OTWEuueRl5fXJP0HAL169VL43uTm5tbfYPnIGp+NaBYjGldcXMwAsNTU1FpjfH192bBhw7jXZWVlTF9fn+3fv5/bd/v2baajo8OOHTvWbO06e/YsA8Bu3rzJ7fP09GQLFixokjY8CwCLi4tT2NerVy+2evVqhX1OTk5sxYoVjDHN95WqNj2rvLycAWBJSUncPk32k9zDhw+Zrq4uO3z4sML+vn37suXLlzOZTMZEIhH75JNPuPceP37MTExM2LZt2zTatnv37jE7OzuWmJio1BeBgYHM19dXo/Xz8eqrr7Lg4GCFfT169GBLly5tkfbcunWLdezYkV28eJFZW1uzL774QuH95vhOPe3q1asMALt48SJj7El/zZo1i5mamrKvv/6aMcaYvb0909HRUfnzN3nyZNajRw+FMmfNmsUGDBjAvfbz82M+Pj4KMd7e3mzKlCnca237nBpK3fP44IMPmqT/Vq5cyfr27cu7nfLfZyPEs5hPx3n1biPEsxgAVl5ezrsOoh4aWWsG5eXlAFDrwrt///03jhw5ghkzZnD7MjMzIZVK4eXlxe2TSCRwdHREWlpas7RLHiMQCNCuXTuF/Xv37oW5uTl69eqFxYsXa3SUZtCgQYiPj8ft27fBGENycjL++OMPeHt7A2ievqpLVVUVtm/fDhMTE/Tt21fhPU33U3V1NWpqamBoaKiw38jICKdPn0ZeXh6KiooU+kYoFMLT01PjfTNnzhyMGTMGI0aMUPl+SkoKOnToAHt7ewQFBaG4uFij7XlWVVUVMjMzFfoGALy8vJrle/MsmUyGgIAAvP/+++jVq1etcc35s1dZWQkAMDQ05PrL29sbBgYGOH36NIAnIzYymUzlz19GRoZS/3p7e+P8+fOQSqUAnowMqYqRfwba9jk1VEPOo7a+Uaf/5K5duwaJRAIbGxtMmTIF169fr7/RNLKmNegBAw1jjCE0NBSDBg2Co6Ojyphvv/0Wbdq0wcSJE7l9RUVFMDAwQPv27RViLS0tUVRU1Cztevz4MZYuXYqpU6cqTHQ4bdo0bjH7ixcvIiwsDDk5OUhMTGx0u1TZvHkzgoKC0KlTJ+jp6UFHRwfffPMNBg0aBEDzfVWbw4cPY8qUKXj48CHEYjESExNhbm7Ovd8c/dSmTRu4ubnho48+Qs+ePWFpaYnvv/8eGRkZsLOz487f0tJS4ThLS0vcvHmzydrxrP379yMrK0vh3rmnjRo1CpMnT4a1tTXy8vIQHh6OYcOGITMzs9lmti8pKUFNTY3KvtHk96Y269evh56eHubPn19rTHP/7PXo0QPW1tYICwtDREQEampqcOLECRQVFaGwsBAAoK+vDwAqf/5u3rypsn+rq6tRUlICsViMoqKiOj8DbfucGqoh51Fb36jTfwDg6uqK3bt3w97eHn///Tc+/vhjuLu749KlSzAzM6u90TIZAB5PesroaVBNo2RNw+bOnYvffvuN+ytUlR07dmDatGlKoyOqMMYgEAg03i6pVIopU6ZAJpMhKipK4b2goCDu/x0dHWFnZwcXFxdkZWXBycmp0W171ubNm3HmzBnEx8fD2toaJ0+exOzZsyEWi2sdtQGarq9qM3ToUFy4cAElJSX4+uuvuftEOnToAKD5+mnPnj1455130LFjR+jq6sLJyQlTp05FVlYWF/NsP2iybwoKCrBgwQKcOHGi1u+0v78/9/+Ojo5wcXGBtbU1jhw5ovBHS3Nozr6R27t3L2bNmsW9PnLkCDZt2oSsrKw669b0d+rZdh09ehSxsbGYMWMGN9qXnZ2NUaNGcTGsllEV+X5V/fvsfj6fQUt8Tpqg7nk0Rf89/Xn17t0bbm5u6Nq1K7799luEhobW3lh6GlRr0GVQDZo3bx7i4+ORnJyMTp06qYw5deoUrl69infffVdhv0gkQlVVFe7evauwv7i4WOmvqKZul1QqhZ+fH/Ly8pCYmFjv8iFOTk7Q19fHtWvXGtUuVR49eoRly5Zhw4YNGDduHPr06YO5c+fC398f//nPfwBotq/qYmxsjG7dumHAgAGIjo6Gnp4eoqOja43XVD917doVqampuH//PgoKCnD27FlIpVJuBAaA0l/umuybzMxMFBcXw9nZGXp6etDT00Nqaio2b94MPT09lQ99iMViWFtba+Q7VBtzc3Po6uo2a9/IjR8/HhcuXOC2tLQ0FBcXw8rKiuuzmzdvYtGiRejSpUut5TT1d+rZdrm4uMDZ2RkXLlxAcXExdHV1sWTJEpSWlsLGxgbAk0vxAFT+/JmYmKjsXz09PW5ERyQS1fkZtOTn1JQach619Y06/aeKsbExevfuXf/3hi6Dag1K1jSAMYa5c+fiwIED+OWXX7hfaqpER0fD2dlZ6V4nZ2dn6OvrK1zeKCwsxMWLF+Hu7q6xdskTtWvXriEpKanuIfL/uXTpEqRSKcRicYPaVRepVAqpVAodHcWvqq6uLmT/G3rXRF81BGOMu8dHFU32E/DkF7BYLMbdu3dx/Phx+Pr6cgnb031TVVWF1NRUjfXN8OHDkZubq/SP/rRp03DhwgXo6uoqHVNaWoqCggKN9Y0qBgYGcHZ2VrqEmJiYqPHvTZs2bdCtWzdumzlzJn777TeFPpNIJHj//fdx/PjxWstp6u/Us+0yMjLi3rOwsICzszN+/PFHnD9/Hr6+vgCAy5cvQ0dHR+XPn6urq1L/njhxAi4uLtzlUzc3N5Ux8s+gJT+nptSQ86itb9TpP1UqKytx5cqV+r83NHWH9mjuJxpeBu+99x4zMTFhKSkprLCwkNsePnyoEFdeXs5atWrFtm7dqrKc4OBg1qlTJ5aUlMSysrLYsGHDWN++fVl1dbVG2iWVStn48eNZp06d2IULFxRiKisrGWOM/fnnn2zVqlXs3LlzLC8vjx05coT16NGD9e/fv8HtunfvHsvOzmbZ2dkMANuwYQPLzs7mnkD19PRkvXr1YsnJyez69ets586dzNDQkEVFRWmsr+pq0/3791lYWBhLT09nN27cYJmZmWzGjBlMKBRyT81pop9qc+zYMXb06FF2/fp1duLECda3b1/26quvsqqqKsYYY5988gkzMTFhBw4cYLm5ueyNN95gYrGYVVRUNGk76vL0U4z37t1jixYtYmlpaSwvL48lJyczNzc31rFjx2ZtE2OM7d+/n+nr67Po6Gh2+fJlFhISwoyNjdmNGzeatR2qPPs0aHN+p5723//+lyUnJ7O//vqLLV68mAFgTk5OCv01bdo01qlTJzZlyhQ2ZswY7ufv2rVrrFWrVmzhwoXs8uXLLDo6munr67Mff/yRK//XX39lurq67JNPPmFXrlxhn3zyCdPT02NnzpzhYrT5c1JHfeexdOlSFhAQwMVfv369Sfpv0aJFLCUlhV2/fp2dOXOGjR07lrVp06bW/pM/DTq8fSDzNguqdxvePpCeBtUwStY0AE8WU1Padu7cqRD31VdfMSMjI1ZWVqaynEePHrG5c+cyU1NTZmRkxMaOHcvy8/M11q68vLxaY5KTkxljjOXn57PBgwczU1NTZmBgwLp27crmz5/PSktLG9yu5ORklXUGBgYyxhgrLCxk06dPZxKJhBkaGrLu3buzzz//nMlkMq6Mpu6rutr06NEj9tprrzGJRMIMDAyYWCxm48ePZ2fPnuWO10Q/1SYmJobZ2toyAwMDJhKJ2Jw5cxS+UzKZjK1cuZKJRCImFArZ4MGDWW5ubpO3oy5PJ2sPHz5kXl5ezMLCgunr6zMrKysWGBjYqM+rMbZs2cKsra2ZgYEBc3JyqnMqm+b0bLLWnN+pp23atIl16tSJ+6x8fHyU+kv+82dgYMB0dHQUfv5SUlJY//79mYGBAevSpYvKP05/+OEH1r17d6avr8969OjBYmNjlWK09XNSV13nERgYyDw9PRXim6L//P39mVgsZvr6+kwikbCJEyeyS5cu1dpGLllr9xbzbv9uvdvwdm9RsqZhAsboYjMhhBBCnqioqICJiQmGmwRAT2BQb3w1q8LP5XtQXl5e7z3OpGHoaVBCCCGEKJPJAAEt5K4NKFkjhBBCiDLu7hk+cUSTKFkjhBBCiBImk4HxGFljNLKmcZSsEUIIIUQZjaxpDUrWCCGEEKJMxgABJWvagJI1QgghhChjDLzWBqVkTeNoBQNCCCGEKGEyxntriKioKNjY2MDQ0BDOzs44depUnfGpqalwdnaGoaEhbG1tsW3bNqWY2NhYODg4QCgUwsHBAXFxcWrXyxhDREQEJBIJjIyMMGTIEFy6dKlB59hUKFkj5AWUkpICgUAAgUCACRMm8Dpm+vTp3DEHDx7UaPsI0Wbyn4N27do1qpyG/BxqFSbjv6kpJiYGISEhWL58ObKzs+Hh4YFRo0YhPz9fZXxeXh5Gjx4NDw8PZGdnY9myZZg/fz5iY2O5mPT0dPj7+yMgIAA5OTkICAiAn58fMjIy1Kr3008/xYYNGxAZGYlz585BJBJh5MiRuHfvntrn2WRaeFJeQogGyFdguHr1Krt79y63/969e8zf35+JRCLm7+/P7t+/z71XVlbGCgsLGQAWFxfX/I0mRE2BgYEqVxrx9vZWiu3SpQs7evQo97Px9M/Fs/C/lV3+/vtvbl9WVhbr168fMzY2ZuPGjWP//vsv955UKmX9+/dXWMWEMcYqKytZYWEh8/PzY76+vo0+3+YiX8FgiOA1NkLHr95tiOA1tVcwePXVV1lwcLDCvh49erClS5eqjP/ggw9Yjx49FPbNmjWLDRgwgHvt5+fHfHx8FGK8vb3ZlClTeNcrk8mYSCRin3zyCff+48ePmYmJCdu2bRvv82tqNLJGyAusQ4cOCqMDGzduROvWrXHixAm0atUKGzdu5N4zMTGBSCRq/kYS0gg+Pj4oLCxU2L7//nuFmN9++w2lpaUYOnQo73LbtWuHDh06cK/fffddDBs2DFlZWSgrK8PatWu59/7zn/9g0KBBeOWVVxTKMDAwgEgkgpGRUQPPrmVVs0pUy3hsrBLAk5UPnt4qKytVlltVVYXMzEx4eXkp7Pfy8kJaWprKY9LT05Xivb29cf78eUil0jpj5GXyqTcvLw9FRUUKMUKhEJ6enrW2rTnQAwaEaLny8nLMnTsXAwYMwF9//YVvvvkGAwYMQHR0NDp37qxWWWVlZbC3t0fv3r3Ro0cPlJSUaKjVhDQPoVBY7x8Zhw4dgre3N4RCYYPruXLlCvbu3Qt7e3u88cYbOHz4MADg+vXr2LFjBzIzMxtctraRJ5mnixJ4H9O6dWul30crV65ERESEUmxJSQlqampgaWmpsN/S0hJFRUUqyy8qKlIZX11djZKSEojF4lpj5GXyqVf+X1UxN2/eVNm25kDJGiFabs6cOUhPT8fixYsxb948bNu2Df/9738xZswY5OTkQCAQ8C5r7ty5GD58OJYvX45u3bohKSlJgy0nRDvEx8djwYIFjSqjb9++SExMRLdu3fDzzz+jT58+AIDg4GB8+umnaNOmTVM0VSsYGhoiLy8PVVVVvI9hjCn9LqovOX42XlUZ9cU/u59PmU0V05zoMighWqy8vBz79u3DmjVr0K5dOzDG8Oqrr+Lzzz9Hbm4uzp07p1Z5Xbp0wbVr11BQUIDLly+jY8eOGmo5Ic3j8OHDaN26tcL20Ucfce/fvn0bOTk5GD16dKPq+eabb/Djjz+ia9euMDAwQFhYGHbv3o1WrVrhlVdegbe3N7p164YVK1Y09pS0gqGhIdq2bct7MzExUdpXW7Jmbm4OXV1dpVG04uJipREtOZFIpDJeT08PZmZmdcbIy+RTr3yUVp22NQdK1gjRYtevXwdjDO7u7txfkQDQu3dv6Ovr4/r162qXqaOjA5FI1KJ/JRLSVIYOHYoLFy4obHPmzOHej4+Px8CBA2Fqatqoenr16oXU1FTcvHkT+/btg1QqRUREBCIjIzFv3jwMHDgQOTk5OHDgAH766afGntYLzcDAAM7OzkhMTFTYn5iYCHd3d5XHuLm5KcWfOHECLi4u0NfXrzNGXiafem1sbCASiRRiqqqqkJqaWmvbmgNdBiVEi+nq6qrczxiDTCZ7oS69ENIQxsbG6NatW63vx8fHw9fXt8nrXbhwIUJCQtCpUyekpKTg448/hrGxMcaMGYOUlBSMGzeuyet8kYSGhiIgIAAuLi5wc3PD9u3bkZ+fj+DgYABAWFgYbt++jd27dwN4crk5MjISoaGhCAoKQnp6OqKjoxUeJlmwYAEGDx6M9evXw9fXF4cOHUJSUhJOnz7Nu16BQICQkBCsXbsWdnZ2sLOzw9q1a9GqVStMnTq1GXtIESVrhGgx+SWXjIwMhSfNLly4gJqaGvTs2bMFW0eIdrt//z6Sk5OxZcuWJi33559/xu+//45du3YBAGpqargnEuX/JXXz9/dHaWkpVq9ejcLCQjg6OiIhIQHW1tYAgMLCQoW5z2xsbJCQkICFCxdiy5YtkEgk2Lx5MyZNmsTFuLu7Y//+/VixYgXCw8PRtWtXxMTEwNXVlXe9APDBBx/g0aNHmD17Nu7evQtXV1ecOHGiRf84pmSNEC1mbGyMmTNnIiwsDJ9++ikAIDc3Fxs2bMDrr78OW1vbFm4hIS2rsrJS6f4iPT09mJub49ixY7Czs2vSn5NHjx5hzpw52L9/P3R0ntxJNHDgQGzZsgVz5sxBbGwsNmzY0GT1vchmz56N2bNnq3xPngg/zdPTE1lZWXWW+frrr+P1119vcL3Ak9G1iIgIlU+ythRK1gjRcp9++ikePnyIt956CwAwa9YsjBkzBtu3b2/hlhHS8o4dOwaxWKywr3v37vj9999x6NAhpUugMtmT2fb19Br2z9/q1asxduxY9OvXj9u3efNmTJ06FYMHD8bUqVMVRnsIaQqUrBGi5YyMjBAdHY3w8HDY2NggLS1N4R8KQl5Wu3btUjkCAzy5NJmQkICjR48q7C8uLoaxsTFat27doDrXrVuntK9bt244e/Zsg8ojhA96GpSQF1inTp3wxhtv8IoNDg5u8D9ghGib0tJSLFy4kLvXs7KyEpcvX0ZkZCRGjBhR7/FvvPEGOnXq1Kg2nDp1Cq1bt8bevXsbVQ4hAvb0fACEEK1148YN2NjYIDs7u96RtUePHuH27dsAnswszmcZqeLiYlRUVAAAxGIxjI2NG91mQrTFwYMHERAQAHd3d3z99dewsrKqNfbPP/8E8ORpbBsbmwbX2ZCfQ0JUoWSNEEIIIUSL0WVQQgghhBAtRskaIYQQQogWo2SNEEIIIUSLUbJGCCGEEKLFKFkjhBBCCNFilKwRQgghhGgxStYIIYQQQrQYJWuEEEIIIVqMkjVCCCGEEC32f4hMsn4wSMmrAAAAAElFTkSuQmCC",
      "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": 21,
   "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": [
      "0.0 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": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "#出力結果の結合\n",
    "R_f = 1.0\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": 23,
   "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": [
      "1.0 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": 24,
   "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": [
      "6.114646023140122e-18 2.163610473691909e-20\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))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "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": [
      "1.0 2.163610473691909e-20\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=0.2, 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))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "6.123233995736766e-17 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": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.17080624332607858 0.06064236757872612\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": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.17080624332607858 0.06064236757872617\n"
     ]
    },
    {
     "data": {
      "image/png": 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uo67zLc9xcnJyYGtrK/ZHwdraGnp6enW+/szMTDx+/FjsD6c8dayNlZUVSktL0blzZ7H9FxUVwdLSss7nm5ubCyfeqq+PPvoI//zzD7766its3boVQOVspQsXLsSaNWvQsmVLAP//PZJ0zl69egUOh4PmzZvXehxpz6++YrG8DA0NcfHiRQCViwF+9913OHDgADp16iS2mrIkTk5Own5odVF1cFHfc0waLgGrTNLKEHFNOsCRpuqPSXh4eK39Mtq3b1/nPgYOHIjPP/8cN27cwPPnzzFo0CCYmJige/fuiIqKwsuXL9GuXTs4OjoKn7N3715MnjwZq1atEtlXdna2Ui5iVQFTVSfR6l6+fAkAUv+QqoqlpSUsLCxw9uxZiduV9UvZwsIC169fF1sMLisrC+Xl5XW+fktLSxgaGmLXrl21bldUt27dwBhDUlISOnToIMxPTU3Fmzdv0LVr1zqf//PPP2Pq1KkyHYvJMPJi0aJFCA0NRVJSEkxMTMDn8zFr1iwYGxvD09MTANCmTRsYGhpK7AR/584dtG3bVizgrM7d3V1YdtiwYWLPr9quCB0dHWGnYgAYNGgQPD09sXLlSnzwwQci3ztJPvroI/z8889Sj+Pn5yf3nDbyqO85Jg1XKXRQKqW7bKma6tLQNOoAh8fj1avFo3379nBxccHt27fFgg1Z+fv747PPPsOyZcvg4OAgvO3j7++PEydOICMjA+PGjRN5DofDEevceerUKbx48QJt27ZV7MVUY2xsjJ49e+LIkSNYt24dDA0NAVR2qNy7dy8cHBzQrl07ufdbswVMESNGjMDBgwdRUVGh0hkwBw4ciF9//RXHjh3DO++8I8yvmpq8riHxI0aMwKpVq2BhYaH0YcaDBw+GmZkZIiMjsXbtWmH+zp07YWBggDFjxtT5fGXeoqrC4/GEQUZqaioOHTqEGTNmCD83enp6GDlyJI4cOYK1a9cKg9DU1FTExMRg/vz5de6/ZcuW6NGjB/bu3YuFCxcKbxtfu3YNDx8+RGhoqFJfy+bNm9GvXz989dVX2L59e53lteUWVX3PMWm4BIwDAZNyi0rK9qaqUQc4Hh4eOHLkCLZu3QpPT0+xX3Oy2L59O4YOHYrBgwcjKCgILVu2xKtXr/DgwQPEx8fjt99+q/P5np6eaNGiBc6fPy/yy9rf3x9ffvml8P/VjRgxApGRkXB1dUWnTp0QFxeHb7/9VqamclmtXr0agwYNQv/+/bFw4UJwuVxs2bIFd+/exYEDBxRqcq/6lblv3z64ubmhWbNmsLe3F972ksV7772Hffv2YdiwYZg3bx569OgBfX19PH/+HDExMRg9erRIQKKoyZMnY/PmzZgyZQpSUlLg4eGBy5cvY9WqVRg2bJjYe1JdaGgoDh8+jL59+2L+/Pno1KkTBAIBUlNTcf78eSxYsEDh4KxZs2ZYu3Yt/vOf/4DH48Hf319Yry+++ELqyrwWFhZit14VdffuXRw+fBheXl7g8Xi4ffs2vvnmG7i4uAg/u1VWrlyJ7t27Y8SIEVi8eDGKi4vx+eefw9LSEgsWLBApq6enBz8/P/z3v/8V5q1ZswaDBg3Cu+++i5CQEGRlZWHx4sVwd3cXa5GqGimp6Gzdfn5+GDZsGHbv3o3FixfXGaS2atWq1qkR5FVYWIjTp08DgHA6itjYWGRnZ8PY2Fik31bVD5nHjx8L8+Q5x6TxqJChD4607U2WZvs4q9arV6/Y+PHjWfPmzRmHwxGOHKlrZBAAtnz5cpG827dvswkTJjBra2umr6/PbG1t2YABA9i2bdtkqsc777zDALB9+/YJ80pLS5mxsTHT0dFhr1+/Fin/+vVrNm3aNGZtbc2MjIxY79692aVLl5ifn5/IaI36jKJijLFLly6xAQMGMGNjY2ZoaMi8vb3ZH3/8IVJGnlFUjFWOgnJ1dWX6+voi57JqREtNy5cvFxvRU1ZWxtatW8c6d+7MDAwMWLNmzZirqyubNWsWS0pKqvP48hwnJyeHBQcHMzs7O6anp8f4fD4LDw9nxcXFIuVqjqJijLGCggK2dOlS1r59e8blcpmZmRnz8PBg8+fPZxkZGXXWURa7d+9mrq6ujMvlsjZt2rCNGzfWe5/yevjwIevbty8zNzdnXC6XtW3bli1dupQVFBRILH/r1i02cOBAZmRkxExNTdmYMWPY48ePxcqhllFH58+fZ97e3szAwICZm5uzyZMns8zMTLFylpaWzNvbW2r9a/ssMMbYnTt3mI6ODps6darU/ShL1XdJUqo52pPP50scASrrOSYNX9Uoqj/vOrIbz/h1pj/vOtIoKgk4jClnCsS0tDSkpKSgsLAQVlZW6Nixo8Q5NAghRFH3799Hx44dcfLkSbFJNAlpTPLz82FmZob/3nGCsUndfXDevhFgoEcq8vLyRCaCbOrqdYvq2bNn2LZtGw4cOIC0tDSRTotcLhd9+vTBzJkzMW7cuHrN4kkIIUDlxJs+Pj4U3JAmg25RKU7hqGPevHnw8PBAUlISvvjiC9y7dw95eXkoLS1FRkYGTp8+jd69e2PZsmXo1KmT0js+EkKantmzZ+PKlSuargYhalPBdGRKRJzCLThcLhdPnjyBlZWV2DZra2sMGDAAAwYMwPLly3H69Gk8e/ZMuFYRIYQQQqQrgw7KoCulDJFEaX1wCCGEEKIcVX1wjt52gbFJ3QHO2zcVeKdzEvXBqaFRDxMnhBBCGjIBOFKXYqClGiSrV4Dz6NEjuLi4COdMuXz5MtatW4ekpCTY2dlh7ty5GD16tFIqqkoCgQAvX76EiYkJredCCFEbxhjevHkDe3t7GohBJBJABxVSussKQDdiJKlXgOPm5ob09HRYW1vjwoULGDhwIIYPH44PPvgA8fHxGDt2LE6fPo3Bgwcrq74q8fLlS6lTthNCiKqkpaUpdSJP0njI0om4gnqaSFSvAKd6952vvvoKwcHB2Lx5szAvPDwcq1at0voAp2ra87S0NLp/SQhRm/z8fDg6OqptNXLS8AigAwG14ChEaX1w7t+/j6+//lokLzAwED/++KOyDqEyVbelTE1NKcAhhKgd3RontSllutBjdXcyLqX4RqJ6Bzhv3ryBgYEBDA0NxWYu5nK59Vp4kRBCCGnKBEwHAim3qAR0i0qiegc4VatOM8YQFxeHLl26CLfdu3cPLVu2rO8hCCGEkCapQoZOxhV0i0qienXbj4mJwZ9//ok///wTMTEx6NOnj8j2lJQUzJgxQ+79btmyBc7OzjAwMICnpycuXbpUa9nLly/D19cXFhYWMDQ0hKurK77//nu5j0kIIYRoGwGACsapMwk0XUktVa8WHD8/vzq3z5s3T+59Hjp0CKGhodiyZQt8fX2xfft2DB06FPfv34eTk5NYeWNjY8yZMwedOnWCsbExLl++jFmzZsHY2BgzZ86U+/iEEEKItpCtkzFNMSCJ1s1k3LNnT3Tr1g1bt24V5rm5uWHMmDFYvXq1TPsYO3YsjI2N8csvv8hUvmrGSJoFkhCiTnTtIbWp+mxsiusJw2Z1t0UUFZRjjud1+hzVUK+wz8TEBNOmTVPa4nelpaWIi4tDQECASH5AQIDMx0hISMCVK1fqbF0qKSlBfn6+SCKEEEK0TdVMxtISEVevAOft27e4fv06evfuDTc3N3z33XfIyspSeH/Z2dmoqKiAjY2NSL6NjQ0yMjLqfK6DgwN4PB68vLwwe/ZsTJ8+vdayq1evhpmZmTDRJH+EEEK0USnTkykRcfW+cffnn38iISEB/v7+WLVqFRwdHTFu3DicOXMGit79qjknBGNM6jwRly5dwq1bt7Bt2zZERETgwIEDtZYNDw9HXl6eMKWlpSlUT0IIIUSVBIwjUyLilNIzqXPnzvjhhx+Qnp6OyMhI5OXlYcSIEXBycsLnn38u834sLS2hq6sr1lqTlZUl1qpTk7OzMzw8PDBjxgzMnz8fK1asqLUsj8cTTupHk/sRQgjRVlVrUdWVqJOxZPU6KzVbVbhcLt5//31ER0fjyZMnCAoKQmRkpMz743K58PT0RFRUlEh+VFQUevXqJfN+GGMoKSmRuTwhhBCijaom+pOWiDilrUVVU6tWrfDll1/iiy++kGufYWFhCAwMhJeXF3x8fLBjxw6kpqYiODgYQOXtpRcvXmDPnj0AgM2bN8PJyQmurq4A/n9F87lz5yr4qgghhBDtUAEOKqR0Ipa2vamqV4CzfPlyNGvWrM4y8q6xMnHiROTk5OCLL75Aeno63N3dcfr0afD5fABAeno6UlNTheUFAgHCw8ORnJwMPT09tGnTBt988w1mzZol/wsihBBCtIhsSzVQC44kWjcPjibQXBSEEE2gaw+pTdVnY+m1ABg006+zbHFBGb7yPk+foxpobBkhhBCipSqYDiqktNBI295UKe2seHh4CIdbV/8/IYQQQhTDZJjkj1EfHImU1oKTkpKCsrIysf8TQgghRDHUgqM4ukVFCCGEaClZJvKjif4kowCHEEII0VJVk/lJK0PEUYBDCCGEaKlypgtdpiuljEBNtWlYtDLs27JlC5ydnWFgYABPT09cunSp1rJHjhzBoEGDYGVlBVNTU/j4+ODcuXNqrC0hhBCiGhWMI1Mi4rQuwDl06BBCQ0OxZMkSJCQkoE+fPhg6dKjI5H7VXbx4EYMGDcLp06cRFxeH/v37Y+TIkUhISFBzzQkhhBDlosU2Fad1t6jWr1+PadOmYfr06QCAiIgInDt3Dlu3bsXq1avFykdERIg8XrVqFY4fP44//vgDXbt2VUeVCSGEEJVgMsxkzGgUlURKOyt8Ph/6+vpi/5dHaWkp4uLiEBAQIJIfEBCAK1euyLQPgUCAN2/ewNzcvNYyJSUlyM/PF0mEEEKItqlai0paIuKUFuDcvXsXjo6OYv+XR3Z2NioqKmBjYyOSb2Njg4yMDJn28d133+Ht27eYMGFCrWVWr14NMzMzYVKkroQQQoiqCZgst6nk3688fV3T09MxadIktG/fHjo6OggNDRUrExkZCQ6HI5aKi4vlr5ySaGW7Vs0FOhljMi3aeeDAAaxYsQKHDh2CtbV1reXCw8ORl5cnTDTrMiGEEG1UtdimtCQPefu6lpSUwMrKCkuWLEHnzp1r3a+pqSnS09NFkoGBgVx1UyalBDi6urro378/Xr16JZKfmZkJXd26h7dVZ2lpCV1dXbHWmqysLLFWnZoOHTqEadOm4ddff4W/v3+dZXk8HkxNTUUSIYQQom3KmI5MSR7V+7q6ubkhIiICjo6O2Lp1q8TyrVq1woYNGzB58mSYmZnVul8OhwNbW1uRpElKCXAYYygpKYGXlxfu3r0rtk1WXC4Xnp6eiIqKEsmPiopCr169an3egQMHEBQUhP3792P48OHyVZ4QQgjRUvK04NTsW1pSUiK2P2X0da1NQUEB+Hw+HBwcMGLECI2PZlZKgMPhcHD48GGMHDkSvXr1wvHjx0W2ySMsLAw//fQTdu3ahQcPHmD+/PlITU1FcHAwgMrbS5MnTxaWP3DgACZPnozvvvsO3t7eyMjIQEZGBvLy8pTx0gghhBCNEUCGYeL/djJ2dHQU6V8qaeSxMvq6SuLq6orIyEicOHECBw4cgIGBAXx9fZGUlKTwPutLKcPEGWPQ1dXFhg0b0LFjR0ycOBFLly4VDvWWx8SJE5GTk4MvvvgC6enpcHd3x+nTp8Hn8wFUdnaqfp9w+/btKC8vx+zZszF79mxh/pQpUxAZGVnv10YIIYRoStVq4tLKAEBaWppIlwsej1frcxTt61obb29veHt7Cx/7+vqiW7du+OGHH7Bx40aF91sfSp8HZ+bMmWjXrh3Gjx+P2NhYhfYREhKCkJAQidtqBi0XLlxQ6BiEEEKItpNnsU1Z+pTWp6+rPHR0dNC9e3eNtuAo5RYVn88X6Uzcr18/XLt2Dc+fP1fG7gkhhJAmSdmjqBTt6yovxhgSExNhZ2entH3KSyktOMnJyWJ5bdu2RUJCAjIzM5VxCEIIIaTJKWc64EgJYMrlHEUVFhaGwMBAeHl5wcfHBzt27BDr6/rixQvs2bNH+JzExEQAlR2J//nnHyQmJoLL5aJDhw4AgJUrV8Lb2xsuLi7Iz8/Hxo0bkZiYiM2bN8tVN2VS6VINBgYGwr4z9b2/RwghhDQ18tyikpW8fV0BiCx9FBcXh/3794PP5yMlJQUAkJubi5kzZyIjIwNmZmbo2rUrLl68iB49eshVN2XiMHnGcVfj5uaGZcuWYfz48eByubWWS0pKwvr168Hn87F48WKFK6pK+fn5MDMzQ15eHs2JQwhRG7r2kNpUfTaGnp0BfePa/8YCQNnbUpwZ8iN9jmpQuAVn8+bNWLRoEWbPno2AgAB4eXnB3t4eBgYGeP36Ne7fv4/Lly/j/v37mDNnTq2dhgkhhBAimSpacJoKhQOcAQMG4ObNm7hy5QoOHTqE/fv3IyUlBUVFRbC0tETXrl0xefJkfPjhh2jevLkSq0wIIYQ0DRTgKK7efXB69eql1J7XhBBCCKnEABnmwSGSaOVim8pe5ZQQQghpiKSvJC69haepUrgFJywsTO7nLF26FObm5nWWqVrldMuWLfD19cX27dsxdOhQ3L9/H05OTmLlq69y+v3338tdp+oKS8uhV1per30QQoisCul6Q6QoF+gAAinDxKVsb6oUHkWlo6MDHx+fOkdQVXf58mU8fPgQrVu3rrNcz5490a1bN5FVTd3c3DBmzBiJ62pU169fP3Tp0gURERF1lispKRFZhCw/Px+Ojo5wDP0VOjwj6S+GEEKUQFBSiLSICTT6hYipGkXV+8Rs6BnXvuQCAJS/LcHlUZvpc1RDvfrgHD16FNbW1jKVNTExkVqmapXTmsPJlbHKaXWrV6/GypUrlbY/QgghRBUY44BJuQUlbXtTpXCAs3v3bpiZmclcfvv27VLXuVDVKqc1hYeHi9xiq2rBubFkIEW/hBC1yc/Ph12EpmtBtJlAhsU2pW1vqhQOcKZMmSJX+UmTJslcVtmrnNbE4/EkrrJqxNWDEVelkzsTQohQOV1viBQ0TFxxWvXtUtcqp4QQQkhDQLeoFKdw12tzc3NkZ2fLXN7JyQnPnj2rs4y6VjklhBBCGoIKgY5MiYhTuAUnNzcXZ86ckbkfTk5ODioqKqSWU8Uqp4QQQkhDxGS4RUUtOJLV6xaVvP1wZKGKVU4JIYSQhogBkDaZC81kLJnCAY5AIFBmPUSEhITUujhnZGSkWJ6CU/kQQgghWk0ADjg0ikohWtXJmBBCCCH/jzoZK44CHEIIIURLCRgHHBomrhAKcAghhBAtxZgMfXCol4ZEFOAQQgghWkog0AFHyjBwAQ0Tl4gCHEIIIURL0S0qxdUrwMnPz5d+AD09GBnRCt2EEEKIvOgWleLq1a7VvHlztGjRos5kYmICU1NTjBs3Ds+fP5dpv1u2bIGzszMMDAzg6emJS5cu1Vk+NjYWnp6eMDAwQOvWrbFt27b6vCxCCCFEK1QGOBwpSdO11E71asGJiYmRWkYgECAzMxObN2/GzJkzcfr06TrLHzp0CKGhodiyZQt8fX2xfft2DB06FPfv34eTk5NY+eTkZAwbNgwzZszA3r178b///Q8hISGwsrLCuHHjFH5thBBCiKbRMHHF1SvAKSkpQf/+/aGvry+1bKdOneDt7S213Pr16zFt2jRMnz4dABAREYFz585h69atWL16tVj5bdu2wcnJCREREQAANzc33Lp1C+vWras1wCkpKUFJSYnwcV5eHgDZbrkRQoiyVF1zaLJSUhsG6TMV06dHsnoFOMHBwXj16hUGDx6M0aNHY9iwYWjevLnEsm3btsUvv/xS5/5KS0sRFxeHxYsXi+QHBATgypUrEp9z9epVBAQEiOQNHjwYO3fuRFlZmcTga/Xq1Vi5cqVYvqOjY531I4QQVcjJyZF5XT/StDABB0wgpQVHyvamql4BztOnT/HXX3/hxIkTiIiIwEcffQRfX1+MHj0ao0aNQqtWrYRluVwuRo8eXef+srOzUVFRARsbG5F8GxsbZGRkSHxORkaGxPLl5eXIzs6GnZ2d2HPCw8MRFhYmfJybmws+n4/U1FStuMjk5+fD0dERaWlpMDU11XR1tKo+2lQXqg/Vp77y8vLg5OQEc3NzTVeFaCsZblGBblFJVO9h4p06dUKnTp2wdOlSvHz5EidOnMCJEyewaNEitGvXThjseHl5ybxPDkf0zWKMieVJKy8pvwqPxwOPxxPLNzMz04qLXhVTU1OqTy20qS4A1Ucaqk/ddHRoHhMiGY2iUpxSv1X29vYIDg7G6dOnkZ2djc8//xwpKSkYMmQIVq1aJfX5lpaW0NXVFWutycrKEmulqWJrayuxvJ6eHiwsLBR/MYQQQoiGSR9BJUMLTxOlson+jI2NMW7cOIwbNw4CgQA5OTlSn8PlcuHp6YmoqCi88847wvyoqKhab2/5+Pjgjz/+EMk7f/48vLy8ZOr8TAghhGgtxpF+C4oCHInq1YIzbNgw4QgkAPj666+Rm5srfJyTk4MOHTpAR0cHVlZWMu0zLCwMP/30E3bt2oUHDx5g/vz5SE1NRXBwMIDK/jOTJ08Wlg8ODsazZ88QFhaGBw8eYNeuXdi5cycWLlwo8+vg8XhYvny5xNtWmkD1aRh1Aag+0lB96qZt9SHap+oWlbRExHFYPcYn6urqIj09HdbW1gAq72snJiaidevWAIDMzEzY29ujoqJCrv1u2bIFa9euRXp6Otzd3fH999+jb9++AICgoCCkpKTgwoULwvKxsbGYP38+7t27B3t7eyxatEgYEBFCCCENTX5+PszMzMD/cRl0jAzqLCsoLMazGV8iLy9Pq/qWaVq9blHVjI2UNZdDSEgIQkJCJG6LjIwUy/Pz80N8fLxSjk0IIYRoC8ZkGCZOt6gkosU2CSGEEC1FMxkrrl4BDofDERuKXddwbkIIIYTIgaYyVli9b1EFBQUJO8gVFxcjODgYxsbGACCyHAIhhBBC5MX5N0krQ2qqV4AzZcoUkccffvihWJnqI54IIYQQIgdqwVFYvYaJ7969W6akCatXr0b37t1hYmICa2trjBkzBg8fPhQpU3WLrWb69ttvhWVKSkowd+5cWFpawtjYGKNGjcLz58+VWpeysjIsWrQIHh4eMDY2hr29PSZPnoyXL1+K7Kdfv35idX3vvfcUODvAxYsXMXLkSNjb24PD4eDYsWMi2wsKCjBnzhw4ODjA0NAQbm5u2Lp1q0gZZZwbWeuzYsUKuLq6wtjYGC1atIC/vz+uX78uUkaZ56emN2/eIDQ0FHw+H4aGhujVqxdu3rwp3M4Yw4oVK2Bvbw9DQ0P069cP9+7dU8qxpVm9ejU4HA5CQ0OFeUFBQWLnQpbFbpVpy5YtcHZ2hoGBATw9PXHp0iW1Hr+6WbNmgcPhCBflraLKz0xNmZmZCAoKgr29PYyMjDBkyBAkJSWJlFHmd4o0EkzG1ACFhYXJnV69eiXz/hvt/OCxsbGYPXs2rl27hqioKJSXlyMgIABv374VlklPTxdJu3btAofDEVmFPDQ0FEePHsXBgwdx+fJlFBQUYMSIEXINfZdWl8LCQsTHx2PZsmWIj4/HkSNH8OjRI4waNUpsXzNmzBCp8/bt2xU6P2/fvkXnzp2xadMmidvnz5+Ps2fPYu/evcL5iObOnYvjx48Lyyjj3Mhan3bt2mHTpk24c+cOLl++jFatWiEgIAD//POPSDllnZ+apk+fjqioKPzyyy+4c+cOAgIC4O/vjxcvXgAA1q5di/Xr12PTpk24efMmbG1tMWjQILx580Ypx6/NzZs3sWPHDnTq1Els25AhQ0TOxenTp1Val+oOHTqE0NBQLFmyBAkJCejTpw+GDh2K1NRUtdWhyrFjx3D9+nXY29tL3K6qz0x1jDGMGTMGT58+xfHjx5GQkAA+nw9/f3+Ra5Iyv1OkcahabFNaaogiIiJw/fp1JCQkyJR++OEHkbn2pGJNRFZWFgPAYmNjay0zevRoNmDAAOHj3Nxcpq+vzw4ePCjMe/HiBdPR0WFnz55VaV1u3LjBALBnz54J8/z8/Ni8efMUPm5tALCjR4+K5HXs2JF98cUXInndunVjS5cuZYyp7tzUVp+a8vLyGAAWHR0tzFPV+SksLGS6urrs5MmTIvmdO3dmS5YsYQKBgNna2rJvvvlGuK24uJiZmZmxbdu2Kb0+Vd68ecNcXFxYVFSU2GufMmUKGz16tMqOLU2PHj1YcHCwSJ6rqytbvHixWuvx/Plz1rJlS3b37l3G5/PZ999/L7JdVZ+Zmh4+fMgAsLt37wrzysvLmbm5Ofvxxx8ZY6r9TpGGp+oa5/DDSub005o6k8MPKxkAlpeXp+lqy4XD4bDMzEyZyzdr1ow9efJE5vKNtgWnpqoZl2tbtTczMxOnTp3CtGnThHlxcXEoKytDQECAMM/e3h7u7u64cuWKyupSVYbD4aB58+Yi+fv27YOlpSU6duyIhQsXqqyFoHfv3jhx4gRevHgBxhhiYmLw6NEjDB48GIDqzo0sSktLsWPHDpiZmaFz584i21RxfsrLy1FRUQEDA9HJtgwNDXH58mUkJycjIyND5FzweDz4+fmp9FzMnj0bw4cPh7+/v8TtFy5cgLW1Ndq1a4cZM2YgKytLZXWprrS0FHFxcSLnAwACAgJU/tmoTiAQIDAwEJ988gk6duxYazl1fKeqBlxU/wzp6uqCy+Xi8uXLADT7nSJarGqpBmmpAdq9ezfMzMxkLr99+/Za16WUpEnMg8MYQ1hYGHr37g13d3eJZX7++WeYmJhg7NixwryMjAxwuVy0aNFCpKyNjY3YAp/KrEtxcTEWL16MSZMmicxK+cEHH8DZ2Rm2tra4e/cuwsPDcfv2bURFRSlUl7ps3LgRM2bMgIODA/T09KCjo4OffvoJvXv3BqCacyPNyZMn8d5776GwsBB2dnaIioqCpaWlcLuqzo+JiQl8fHzw5Zdfws3NDTY2Njhw4ACuX78OFxcX4eut+cWzsbHBs2fP6nXs2hw8eBDx8fEi/YCqGzp0KN59913w+XwkJydj2bJlGDBgAOLi4lS+LEB2djYqKiokng9VfTYkWbNmDfT09PDxxx/XWkZd3ylXV1fw+XyEh4dj+/btMDY2xvr165GRkYH09HQAmvlOEe3HYZVJWpmGqOZAJWkmTZokV/kmEeDMmTMHf/31l/CXkiS7du3CBx98IPYrXRLGmMLz/UirS1lZGd577z0IBAJs2bJFZNuMGTOE/3d3d4eLiwu8vLwQHx+Pbt26KVSf2mzcuBHXrl3DiRMnwOfzcfHiRYSEhMDOzq7WFgOgfudGmv79+yMxMRHZ2dn48ccfMWHCBFy/fl24VIgqz88vv/yCjz76CC1btoSuri66deuGSZMmicygXfN1q+pcpKWlYd68eTh//nytn9eJEycK/+/u7g4vLy/w+XycOnVKJIhXJXWdD6CyFWbWrFnCx6dOncKGDRsQHx9f5zFV9ZmpWZ8zZ87g8OHDmDZtGszNzaGrqwt/f38MHTpU6r5Ued5IA0CjqBTW6G9RzZ07FydOnEBMTAwcHBwklrl06RIePnyI6dOni+Tb2tqitLQUr1+/FsnPysqSq5lM1rqUlZVhwoQJSE5ORlRUlNQ1Rbp16wZ9fX2xkRj1VVRUhM8++wzr16/HyJEj0alTJ8yZMwcTJ07EunXrACj/3MjC2NgYbdu2hbe3N3bu3Ak9PT3s3Lmz1vLKPD9t2rRBbGwsCgoKkJaWhhs3bqCsrEz46x+A2K9sVZ2LuLg4ZGVlwdPTE3p6etDT00NsbCw2btwIPT09iR1S7ezswOfzlf5ZkcTS0hK6urpqOx8AMGrUKCQmJgrTlStXkJWVBScnJ+E5evbsGRYsWIBWrVrVuh9lfWZq1sfLywuenp5ITExEbm4u0tPTcfbsWeTk5MDZ2RmAZr5TpAFoxLeozM3NkZ2dLXN5JycnuVrFG20LDmMMc+fOxdGjR3HhwgXhRUSSnTt3wtPTU6w/h6enJ/T19REVFYUJEyYAqBx5dffuXaxdu1apdakKbpKSkhATEwMLCwup+7137x7KyspgZ2cnc11kUVZWhrKyMujoiMa/urq6EAgEAJR3buqDMVbnZJKqOD/GxsYwNjbG69evce7cOaxdu1YY5ERFRaFr164AKvuhxMbGYs2aNUo7dpWBAwfizp07InlTp06Fq6srFi1aBF1dXbHn5OTkIC0tTemfFUm4XC48PT0RFRWFd955R5gfFRWF0aNHq+SYJiYmMDExET6eOXMmRo4cKVJm8ODBCAwMxNSpU2vdj7I+MzXrU11Vn4OkpCTcunULX375JQDt+E4RLdSIW3Byc3Nx5swZmfvh5OTkyDWisNEGOLNnz8b+/ftx/PhxmJiYCH9NmpmZwdDQUFguPz8fv/32G7777juxfZiZmWHatGlYsGABLCwsYG5ujoULF8LDw6PO2zTy1qW8vBzjx49HfHw8Tp48iYqKCmEZc3NzcLlcPHnyBPv27cOwYcNgaWmJ+/fvY8GCBejatSt8fX3lPj8FBQV4/Pix8HFycjISExNhbm4OJycn+Pn54ZNPPoGhoSH4fD5iY2OxZ88erF+/XqnnRpb6WFhY4Ouvv8aoUaNgZ2eHnJwcbNmyBc+fP8e7774LAEo/PzWdO3cOjDG0b98ejx8/xieffIL27dtj6tSpwjloVq1aBRcXF7i4uGDVqlUwMjKS+56xLExMTMT6bxkbG8PCwgLu7u4oKCjAihUrMG7cONjZ2SElJQWfffYZLC0tRQIOVQoLC0NgYCC8vLzg4+ODHTt2IDU1FcHBwWo5voWFhdiPBH19fdja2qJ9+/YAVP+Zqem3336DlZUVnJyccOfOHcybNw9jxowRdipW9neKNBKCf5O0Mg2UvP1w5CLzeKsGBrVMh7R7926Rctu3b2eGhoYsNzdX4n6KiorYnDlzmLm5OTM0NGQjRoxgqampSq1LcnJyrWViYmIYY4ylpqayvn37MnNzc8blclmbNm3Yxx9/zHJycuQ9NYwxxmJiYiQeb8qUKYwxxtLT01lQUBCzt7dnBgYGrH379uy7775jAoFAqedGlvoUFRWxd955h9nb2zMul8vs7OzYqFGj2I0bN4TPV/b5qenQoUOsdevWjMvlMltbWzZ79myRz4xAIGDLly9ntra2jMfjsb59+7I7d+4o5diyqD7cubCwkAUEBDArKyumr6/PnJyc2JQpUxR+bxS1efNmxufzGZfLZd26datzWgR1qDlMXNWfmZo2bNjAHBwchO/J0qVLWUlJiUgZZX6nSMNWNUzc8duvGH/TujqT47dfNchh4qrGYYw10MYtQgghpHHKz8+HmZkZnNZ+BR3Duge/CIqKkfrpUuTl5Untu1lly5Yt+Pbbb5Geno6OHTsiIiICffr0kVg2PT0dCxYsQFxcHJKSkvDxxx+LzQoOAIcPH8ayZcvw5MkTtGnTBl9//bXaWo0lafSdjAkhhJAGSwVLNcg703hJSQmsrKywZMkSsb6qVa5evYqJEyciMDAQt2/fRmBgoHCkq6ZQCw4hhBCiZYQtOGtkbMFZJHsLTs+ePdGtWzeR9QXd3NwwZswYrF69us7n9uvXD126dBFrwZk4cSLy8/Nx5swZYd6QIUPQokULHDhwQGqdVIFacAghhBAtxcH/T/ZXa/q3bH5+vkiSNMpUVTONX716VWyfgwcP1ugs3BTgEEIIIdpKwJEtAXB0dISZmZkwSWqNUdVM4xkZGRqfvbwmjQY4Fy9exMiRI2Fvbw8Oh4Njx46JbGeMYcWKFbC3t4ehoSH69euHe/fuiZQpKSnB3LlzYWlpCWNjY4waNQrPnz9X46sghBDlomsjEZKjD05aWhry8vKEKTw8vNbdqmKmcUX2WbPVSVIqLCxUqD4aDXDevn2Lzp07Y9OmTRK3r127FuvXr8emTZtw8+ZN2NraYtCgQSKL4YWGhuLo0aM4ePAgLl++jIKCAowYMUKuyYAIIUSb0LWRVJF6e6raWlWmpqYiSdK6c6qaadzW1lahfTZv3hwtWrSoM5mYmMDU1BTjxo2TK0jX6ER/Q4cOrXUtFsYYIiIisGTJEuHaOT///DNsbGywf/9+zJo1C3l5edi5cyd++eUX4URYe/fuhaOjI6Kjo4UrX0sjEAjw8uVLmJiY0JovhBC1YYzhzZs3sLe3F5k5XFPXxpKSEpF+GwKBAK9evYKFhQVdG6up7X1TzcGg1JmMVTXTuI+PD6KiojB//nxh3vnz59GrV686nxcTEyN13wKBAJmZmdi8eTNmzpyJ06dPy1QnrZ3JODk5GRkZGSKdlng8Hvz8/HDlyhXMmjULcXFxKCsrEyljb28Pd3d3XLlyReYv8YsXL9ChQwfVvRhCCKlDWlparWvl1aTKa+Pq1auxcuXK+r2YJkSe901hKliqQdpM4+Hh4Xjx4gX27NkjfE5iYiKAylnn//nnHyQmJoLL5Qr/ds6bNw99+/bFmjVrMHr0aBw/fhzR0dF1LnINVP497t+/P/T19aXWu1OnTvD29pb5dWptgFPV1CWp01LVYlsZGRngcrlo0aKFWJm6OjbV9iX2eHcZdPWlryZOCCHKUFFWjDu/fVnrulWSqPLaGB4ejrCwMOHjvLw8ODk5IS0tTerw49dvS9FnbeWv8RtLBsKIq7V/XuotPz8fjo6Ocr1viqp+C6quMvKYOHEicnJy8MUXXyA9PR3u7u44ffo0+Hw+gMqJ/WrOiVO1zh5QueDv/v37wefzkZKSAgDo1asXDh48iKVLl2LZsmVo06YNDh06hJ49e9ZZl+DgYLx69QqDBw/G6NGjMWzYMDRv3lxi2bZt2+KXX36R+XVq/SdQkU5L0srU/BJXfVh1uQbQ5VKAQwhRk38vU4rc/lHFtZHH40nst1HVp6MupqaAeQsz5BaW4VWpHmwtZZtRtyFTy207WVYLV2A18ZCQEISEhEjcFhkZKX4IGabMGz9+PMaPHy9XPZ4+fYq//voLJ06cQEREBD766CP4+vpi9OjRGDVqFFq1aiUsy+Vy5bqNprXDxG1tbQGgzk5Ltra2KC0txevXr2stIwmPxxPrjAXIvio9JUqUKCkradO1sb6cLY0BAE+zC1R2jKaGI5AtNWSdOnXC0qVLcePGDTx9+hTvvvsuzp49Czc3N3Tu3Bmff/45bt26Jfd+tTbAcXZ2hq2tLaKiooR5paWliI2NFXZa8vT0hL6+vkiZ9PR03L17V2rHJok4lChRoqTmJCeNXBtl1NqyGQAg+Z+3KjtGk6OCpRq0mb29PYKDg3H69GlkZ2fj888/R0pKCoYMGYJVq1bJtS+N3qIqKCjA48ePhY+Tk5ORmJgIc3NzODk5ITQ0FKtWrYKLiwtcXFywatUqGBkZYdKkSQAAMzMzTJs2DQsWLICFhQXMzc2xcOFCeHh4CEcOyEPRX1SEEKKI2q432nZtlFVrq8oWnCf/UAuO0sjQB6cxBTjVGRsbY9y4cRg3bhwEAgFycnLker5GA5xbt26hf//+wsdV/WKmTJmCyMhIfPrppygqKkJISAhev36Nnj174vz58yIdu77//nvo6elhwoQJKCoqwsCBAxEZGQldXV35K6TgLypCCFFILdcbrbs2yqitdWULzhNqwVEeFYyi0ibDhg3DgQMHYGZmBgD4+uuvMXv2bGFH45ycHPTp0wf379+HlZWVXPumxTbx/4uadQr6mjoZE0LUpqK0GH9FLpF5kUR1q7o2ylq/x1kF8F8fCyOuLu6tHNxo586R97zU5xitl6yCrkHdf5cqiovx9OvPtPZzVBddXV2kp6fD2toaQGWH9sTERLRu3RoAkJmZCXt7e4UmqNT6UVTqRLeoCCHq1NiuN3wLI+jrclBYWoEXuUVwaGGk6So1eKoYJq5NaraxKLPNhQKc6ugWFSFEnRrZ9UZfVwetLIyRlFWApKwCCnCUoZHfolIlCnCqoRYcQog6NcbrTTsbEyRlFeBxZgH6t7fWdHUavMbegsPhcMRuZSrr1iYFONVRCw4hRJ0a4fWmqqPxw8w3UkoSmTXgAEYaxhiCgoKEE0wWFxcjODgYxsaVI/KqL6skLwpwqmEcDlgj7RRHCNE+jfF60962ciRXEgU4ytHIb1FNmTJF5PGHH34oVmby5MkK7ZsCnOqoBYdIQ58PUh81/xA1ws9TO5vKAOdRZgEEAgYdnUb4ItWosd+i2r17t8r2TQFONYwDMK2d25kQ0uDV+FvfGPvgtLIwAldPB0VlFUh7XQi+hbGmq9SwNfIWHFWiAKc6asEhhKhTI7ze6OnqwMW6Ge69zMeD9DcU4NRTY2/BUSUKcKqhUVSEEHVqrNcbV1vTfwOcfAxxt9V0dRo2wb9JWhkihgKc6qgFhxCiTo30euNmV9kP50F6voZr0vBRC47iKMCpjgIcQog6NdLrTQf7yuUC7lOAU3/UB0dhFOBUQ7eoCCHq1FivNx3tKhdOfP66CHlFZTAz1NdwjRowCnAURgFONUyHRlERQtSnsV5vzIz04dDCEM9fF+H+y3z4tLHQdJUaLLpFpTgKcKqjW1SEEHVqxNebjvameP66CPde5lGAUx/UgqMwCnCqowCHEKJOjfh6425vhnP3MnHnRZ6mq9KgcQSVSVoZIo4CnGqoDw4hRJ0a8/XGw6GyHw4FOPVELTgKowCnGuqDQwhRp8Z8vfFoWRngJGe/xZviMpgYUEdjRchyY6ERx8n1IlOAk58v/1A/U1NTuZ9DCCGkcbBoxkPL5oZ4kVuEO8/z0Kutpaar1DBRC47CZApwmjdvDo4cq95yOBw8evQIrVu3VrhiGkF9cAgh6tTIrzedHc3wIrcItynAURiNolKczLeofv/9d5ibm0stxxjDsGHD6lUpTaFbVIQQdWrs15vODs1x+k4GEtNea7oqDRe14ChMpgCHz+ejb9++sLCQbahf69atoa/fAO+3UgsOIUSdGvn1potjcwBAYlquRuvR4FEAoxCZApzk5GS5dnr37l2FKqNpjNP4f1ERQrRHYx5FBVSOpNLV4SAzvwQvc4tg39xQ01VqcGiYuOJoFFV11IJDCFGnRn69MeLqwdXWBPde5iM+9TUFOAqgPjiKUyjAuXHjBi5cuICsrCwIBKKh4/r165VSMU2geXAIIerUFK43nvwWuPcyH3HPXmNEJ3tNV6fhoT44CpM7wFm1ahWWLl2K9u3bw8bGRmR0lTwjrbSSDgPToU8KIURNmsD1xpPfAnuuPkP8M+porAhqwVGc3AHOhg0bsGvXLgQFBamgOhpGt6gIIerUBK43nvwWAIB7L/NRWFoOIy71jJALteAoTO5Pmo6ODnx9fVVRF42jYeKEEHVqCtebls0NYWdmgPS8YiSm5tJ8OPKiAEdhcn+95s+fj82bN6uiLprHoUSJEiU1p0aOw+Gge6vKOdSuJ7/ScG0anqpRVNISESd3C87ChQsxfPhwtGnTBh06dBCb7+bIkSNKq5y6USdjQog6NZXrTc/W5jhx+yVuUIAjNw5j4LC6m2ikbW+q5G7BmTt3LmJiYtCuXTtYWFjAzMxMJClbq1atwOFwxNLs2bMBAEFBQWLbvL29FTuYDiVKlCipOSlArddFJejpbA4AiE99jZLyCo3Vo0FiMiYiRu4WnD179uDw4cMYPny4Kuoj5ubNm6io+P8vxN27dzFo0CC8++67wrwhQ4Zg9+7dwsdcLlehY1ELDiFEnRS93qjzuqgMbayawbIZF9kFpbidloce/wY8RDoaRaU4uQMcc3NztGnTRhV1kcjKykrk8TfffIM2bdrAz89PmMfj8WBra1v/g+kwNIVhm4QQLaHg9Uat10Ul4HA46NnaAqf+SseVJ9kU4MiDOhkrTO4G0hUrVmD58uUoLCxURX3qVFpair179+Kjjz4SmXPnwoULsLa2Rrt27TBjxgxkZWXVuZ+SkhLk5+eLJOD/W3AoUaIE4ahCrUqaPicqSNpyXazr2qgMvdpUrmV45UmO0vbZFFS14EhLRJzcLTgbN27EkydPYGNjg1atWol1Mo6Pj1da5Wo6duwYcnNzRebgGTp0KN59913w+XwkJydj2bJlGDBgAOLi4sDj8STuZ/Xq1Vi5cqX4hnrcEyeEqIESAgKtooTrjbKui0Ad10Yl6NWmcnh4Quprmg9HHtSCozAOY/J1v5b24V++fHm9KlSXwYMHg8vl4o8//qi1THp6Ovh8Pg4ePIixY8dKLFNSUoKSkhLh4/z8fDg6OsJx7ZfQMTRQer0JIUQSQVEx0j5dhry8PJiamiq0D2VdF4Har431qV8Vxhh8v/kTL/OKETm1O/q1t67X/jQpPz8fZmZmSjkv0o7hOeFr6HLr/rtUUVqMuF+XqLQ+DZHcIbQqA5i6PHv2DNHR0VKHodvZ2YHP5yMpKanWMjweT/KvGGrBIYSoUz2vN8q8LgJ1XBuVgMPhoLeLJX699RyXk7IbdICjbnQLSjENpo1w9+7dsLa2ljp6KycnB2lpabCzs5P/IBw0viZwQoj2quf1Ri3XRSXq7WKFX289x6WkbI3Wo0FhrDJJK0PEyBTgmJub49GjR7C0lG2KbScnJ1y6dAl8Pr9elasiEAiwe/duTJkyBXp6/1/lgoICrFixAuPGjYOdnR1SUlLw2WefwdLSEu+8847cx2G02CYhRI3qc71R13VRmXq3tQSHAzzMfIOMvGLYmlGXAGlomLjiZApwcnNzcebMGZkn8svJyRGZo6G+oqOjkZqaio8++kgkX1dXF3fu3MGePXuQm5sLOzs79O/fH4cOHYKJiYn8B6IWHEKIOtXjeqO266ISmRtz0cmhOW6n5eLio38wobujRuvTIFAnY4XJfItqypQpqqxHnQICAiCpL7ShoSHOnTunvAPRPDiEEHWqx/VGbddFJfNrZ4Xbabm48CiLAhwZyLLWlCJrUW3ZsgXffvst0tPT0bFjR0RERKBPnz61lo+NjUVYWBju3bsHe3t7fPrppwgODhZuj4yMxNSpU8WeV1RUBAMDzbTUyRTgCARNZCUvCnAIIerUBK83/dtbYeN/k3DpUTbKKgTQ16WRHXVRRYBz6NAhhIaGYsuWLfD19cX27dsxdOhQ3L9/H05OTmLlk5OTMWzYMMyYMQN79+7F//73P4SEhMDKygrjxo0TljM1NcXDhw9Fnqup4AZoQJ2M1UKZo6i06brVEG67KfN8NYTXSwjQJEdtdnZoDgtjLnLeluJmyivh/DikFiroZLx+/XpMmzYN06dPBwBERETg3Llz2Lp1K1avXi1Wftu2bXByckJERAQAwM3NDbdu3cK6detEAhwOh6M1s2cDTfLrVQdZp4yUJeloUVLm61JVamqvlxKlqtTE6Ohw4Ne+cqmJPx9In125qZPnY1RzFurqcxpVKS0tRVxcHAICAkTyAwICcOXKFYl1uHr1qlj5wYMH49atWygrKxPmFRQUgM/nw8HBASNGjEBCQkI9X339UAtONRwdBk4TbDImhGhGU73e+LvZ4Ej8C0Q/yMSS4W4iS0yQGhhk7mTs6Cjap2n58uVYsWKFSF52djYqKipgY2Mjkm9jY4OMjAyJu8/IyJBYvry8HNnZ2bCzs4OrqysiIyPh4eGB/Px8bNiwAb6+vrh9+zZcXFykvUqVoACnGg6HAhxCiPpwmmALDgD0bWcFrq4OUnIK8TirAC42mh3dpc1kaeir2p6WliYyk3FdkzbWDCoZY3UGmpLKV8/39vaGt7e3cLuvry+6deuGH374ARs3bqz7BagIBTjVcHQqEyGEqENTvd404+mhV1sLXHj4D87fz6QApy5y9MExNTWVulSDpaUldHV1xVprsrKyxFppqtja2kosr6enBwsLC4nP0dHRQffu3aXOnq1Kcn+9BgwYIHE9qtevX2PAgAFKqZSmcDiMEiVKlNSamqrBHSs7o567J/m2CKnEUXJXLi6XC09PT0RFRYnkR0VFoVevXhKf4+PjI1b+/Pnz8PLyEltwuwpjDImJiRqdPVvuFpwLFy7gzp07SEhIwL59+2BsbAygsuNSbGys0iuoThwdATg6TWRIPCFE45ry9cbfzQafce7gr+d5eJFbhJbNDTVdJa2kimHiYWFhCAwMhJeXF3x8fLBjxw6kpqYK57UJDw/HixcvsGfPHgBAcHAwNm3ahLCwMMyYMQNXr17Fzp07ceDAAeE+V65cCW9vb7i4uCA/Px8bN25EYmIiNm/eLF/llEihW1TR0dGYNWsWvL298ccff6BVq1ZKrpZmcHQYdKgPDiFETZry0jBWJjx0b2WOG8mvcOZOOqb3aa3pKmknAatM0srIYeLEicjJycEXX3yB9PR0uLu74/Tp08LlldLT05Gamios7+zsjNOnT2P+/PnYvHkz7O3tsXHjRpEh4rm5uZg5cyYyMjJgZmaGrl274uLFi+jRo4dcdVMmhQIcOzs7xMbG4qOPPkL37t3x22+/wc3NTdl1UztdXQZd3ab7i4oQoma6TTfAAYCh7ra4kfwKpynAqZ0co6jkERISgpCQEInbIiMjxfL8/PwQHx9f6/6+//57fP/99/JXRIXkDnCqekzzeDzs27cPX331FYYMGYJFixYpvXLqpkMtOIQQNWrKLTgAMMzDDl+cvI/41Fy6TVULDmQYRaWWmjQ8cgc4Ndc+Wbp0Kdzc3DS6VpWy6HAYdJpwpz9CiHqxJn69sTE1EN6mOvXXS8zs20bTVdI+KpjJuKmQO8BJTk6GlZWVSN64cePg6uqKW7duKa1imqCrI4BuE+70RwhRM7reYGRne9xIfoU/bqdTgCOBLKOkmnicXCu5A5yqTkg1dezYER07dqx3hTRJV4dBt4k3GRNC1IiuNxjmbosVJ+7hzos8PPmnAG2smmm6SlqFI2DgSOlELG17U0UT/VWjp1MBXd0KTVeDENJEcHToemPRjIe+LpaIefgPjie8QFhAe01XSbsI/k3SyhAxFOBUo8Nh0KW2PkKImjT1PjhVxnRtiZiH/+BY4kvMH9QOtDbV/+MwBo6UPjbStjdVFOBUo6cjgB7dEyeEqAtdbwAAgzrYwJiri9RXhbiZ8ho9nM01XSXtoaJh4k0BBTjV6OtWQI9uURFC1IRD1xsAgBFXD8M87PBb3HMcjntOAU51NIpKYRTgVKPLEUBX3jmvCSFEQYyuN0LjPB3wW9xznLqTjuWjOsCIS3+eABpFVR/0CapGX1cAfQm/qASs6dwPVmQeoMZ8flQ5L5K2nzdtnBNKG89Zfc4Th2ZOF+rpbA6+hRGe5RTi9J0MjPd00HSVtAO14CiMApxq9DgV0ONIaDLWvmuqdqHzoxg6b/JrZOeMSbreNFEcDgcTvBzx7bmHOHQzlQKcf3EqpK86z6mgAEcSCnCq4epWSGzBIYQQVaA+OKLGezpgfdQj3Ex5jcdZb9DW2kTTVdI86mSsMApwqtHjCKBH98QJIWpCfXBE2ZgaoH97a0Q/yMT+62n4fGQHTVdJ42iYuOIowKmGyykHV0dH09UghDQRHE65pqugdT7o6YToB5k4HP8cnw5pDwN9XU1XSbOoD47CKMCpRk+nAno0syghRE0EdL0R07edFRxaGOL56yKcuP0SE7wcNV0lzWKQPlMxxTcSUYBTDU+nAlwd+kVFCFEPWqpBnK4OBx/05GPN2b+x52oK3vV0aNIzG9MtKsVRgFMNV6ccPJ2m+0UihKgZ/aCSaGJ3R3wf/Qh3X+QjPjUXnvwWmq6S5ggYIK2vFi22KREFONXocyqgz6E+OIQQ9RDQMHGJzI25GN3ZHr/FPcfu/yU38QAH0qdHoL7qElGAUw2PWnAIIepELTi1murrjN/inuPM3Qy8zC2CfXNDTVdJI+gWleK0OsBZsWIFVq5cKZJnY2ODjIwMAABjDCtXrsSOHTvw+vVr9OzZE5s3b0bHjh0VOh5PpwwG1IBDCFEXnTKFnqbua6MmdLA3hXdrc1x7+go/X0lB+DA3TVdJM2gUlcK0OsABgI4dOyI6Olr4WFf3/4cMrl27FuvXr0dkZCTatWuHr776CoMGDcLDhw9hYiL/BFGVLThKqTYhhEjF6tGCo85ro6ZM790a156+wv7rqZgzoC1MDPQ1XSX1owBHYVof4Ojp6cHW1lYsnzGGiIgILFmyBGPHjgUA/Pzzz7CxscH+/fsxa9asWvdZUlKCkpIS4eP8/HwAAI9TBgMtXH+HENI4sXrMg6OKa6O2GeBqjdZWxnj6z1scupmG6X1aa7pK6kcBjsK0PsBJSkqCvb09eDweevbsiVWrVqF169ZITk5GRkYGAgIChGV5PB78/Pxw5cqVOr/Eq1evFmveBQBWWAym08QnlSKEqA0rrOxkzBT4A6WKa2PNH395eXkA/v9HoCYEdrPC8hP/YFvUXYzpaA6unuab2avOhyLvm7w4FQwcKRPd0FpUkml1gNOzZ0/s2bMH7dq1Q2ZmJr766iv06tUL9+7dE95rtrGxEXmOjY0Nnj17Vud+w8PDERYWJnycnJyMLl264BO/OOW/CEIIkeLNmzcwMzOTubyqro21/fhzdNT8ZHtpAKy+1HQtRMn7vimEWnAUptUBztChQ4X/9/DwgI+PD9q0aYOff/4Z3t7eACA2ARRjTOqkUDweDzweT/iYz+cDAFJTU1X/YZVBfn4+HB0dkZaWBlNTU01Xh+rTQOpC9WlY9amqy/3792Fvby/Xc1V1baz54y83Nxd8Pl/t10ZNvU+yHpcxhjdv3sj9vilEwABpXSdoHhyJtDrAqcnY2BgeHh5ISkrCmDFjAAAZGRmws7MTlsnKyhL75SKNzr/rT5mZmWn8oledqakp1acO2lQfbaoLQPWRRpvq07JlS+E1SFHKujbW/PFXRVPXRk29T7IcV20BH7XgKEzzNzPlUFJSggcPHsDOzg7Ozs6wtbVFVFSUcHtpaSliY2PRq1cvDdaSEELUi66NjRn7/yCntkSLUUmk1S04CxcuxMiRI+Hk5ISsrCx89dVXyM/Px5QpU8DhcBAaGopVq1bBxcUFLi4uWLVqFYyMjDBp0iRNV50QQlSGro1NCLXgKEyrA5znz5/j/fffR3Z2NqysrODt7Y1r164J+8x8+umnKCoqQkhIiHAyq/Pnz8s9zwOPx8Py5cslNs1qAtWnbtpUH22qC0D1kUab6lOfujT2a2NTO26dBDK00FAfHIk4TB3j3AghhBAis/z8fJiZmcHf8T/Q06k74CoXlCA6bSvy8vK0pm+ZNtDqFhxCCCGkSaMWHIVRgEMIIYRoK+qDozAKcAghhBBtxSBDgKOWmjQ4FOAQQggh2opacBTWoObBkcfq1avRvXt3mJiYwNraGmPGjMHDhw9FynA4HInp22+/FZYpKSnB3LlzYWlpCWNjY4waNQrPnz9Xen3KysqwaNEieHh4wNjYGPb29pg8eTJevnwpsp9+/fqJ1fe9996Tuz4XL17EyJEjYW9vDw6Hg2PHjolsLygowJw5c+Dg4ABDQ0O4ublh69atImWUdW5kqc+KFSvg6uoKY2NjtGjRAv7+/rh+/bpIGWWdG0nevHmD0NBQ8Pl8GBoaolevXrh586ZwO2MMK1asgL29PQwNDdGvXz/cu3dPKceWZvXq1cKhwVWCgoLEzkXVDLfqsmXLFjg7O8PAwACenp64dOmSWo9f3axZs8DhcBARESGSr8rPTE2ZmZkICgqCvb09jIyMMGTIECQlJYmUUeZ3Slbyvk+xsbHw9PSEgYEBWrdujW3btin1GOnp6Zg0aRLat28PHR0dkc91lcjISInX7uLiYqXW5fLly/D19YWFhQUMDQ3h6uqK77//XuoxlEogkC0RMY02wImNjcXs2bNx7do1REVFoby8HAEBAXj79q2wTHp6ukjatWsXOBwOxo0bJywTGhqKo0eP4uDBg7h8+TIKCgowYsQIVFRUKLU+hYWFiI+Px7JlyxAfH48jR47g0aNHGDVqlNi+ZsyYIVLv7du3y31+3r59i86dO2PTpk0St8+fPx9nz57F3r178eDBA8yfPx9z587F8ePHhWWUdW5kqU+7du2wadMm3LlzB5cvX0arVq0QEBCAf/75R6ScMs6NJNOnT0dUVBR++eUX3LlzBwEBAfD398eLFy8AAGvXrsX69euxadMm3Lx5E7a2thg0aBDevHmjlOPX5ubNm9ixYwc6deoktm3IkCEi5+L06dMqrUt1hw4dQmhoKJYsWYKEhAT06dMHQ4cORWpqqtrqUOXYsWO4fv16rdPqq+ozUx1jDGPGjMHTp09x/PhxJCQkgM/nw9/fX+SapMzvlCzkfZ+Sk5MxbNgw9OnTBwkJCfjss8/w8ccf4/Dhw0o7RklJCaysrLBkyRJ07ty51v2ampqKXcMNDAyU+nqNjY0xZ84cXLx4EQ8ePMDSpUuxdOlS7Nixo87jKBUFOIpjTURWVhYDwGJjY2stM3r0aDZgwADh49zcXKavr88OHjwozHvx4gXT0dFhZ8+eVXl9bty4wQCwZ8+eCfP8/PzYvHnz6nXsmgCwo0ePiuR17NiRffHFFyJ53bp1Y0uXLmWMqfbcSKpPTXl5eQwAi46OFuap4twwxlhhYSHT1dVlJ0+eFMnv3LkzW7JkCRMIBMzW1pZ98803wm3FxcXMzMyMbdu2Ten1qfLmzRvm4uLCoqKixF77lClT2OjRo1V2bGl69OjBgoODRfJcXV3Z4sWL1VqP58+fs5YtW7K7d+8yPp/Pvv/+e5HtqvrM1PTw4UMGgN29e1eYV15ezszNzdmPP/7IGFPtd6o28r5Pn376KXN1dRXJmzVrFvP29lbaMaqr7f3ZvXs3MzMzk/p8ZdalyjvvvMM+/PBDuY8tr6prnL/5VDbEcladyd98KgPA8vLyVF6vhqTRtuDUlJeXBwAwNzeXuD0zMxOnTp3CtGnThHlxcXEoKytDQECAMM/e3h7u7u64cuWKSutTVYbD4aB58+Yi+fv27YOlpSU6duyIhQsXqqSVoHfv3jhx4gRevHgBxhhiYmLw6NEjDB48GIBqz400paWl2LFjB8zMzMR+4ani3JSXl6OiokLs16GhoSEuX76M5ORkZGRkiJwLHo8HPz8/lZ6L2bNnY/jw4fD395e4/cKFC7C2tka7du0wY8YMZGVlqawu1ZWWliIuLk7kfABAQECAyj8b1QkEAgQGBuKTTz5Bx44day2nju9TSUkJAIh8hnR1dcHlcnH58mUA6v9OKfI+Xb16Vaz84MGDcevWLZSVlSnlGLIqKCgAn8+Hg4MDRowYgYSEhDrLK6MuCQkJuHLlCvz8/BSut7wYE8iUiLgm0cmYMYawsDD07t0b7u7uEsv8/PPPMDExwdixY4V5GRkZ4HK5aNGihUhZGxsbZGRkqLQ+xcXFWLx4MSZNmiQycdMHH3wgXGvm7t27CA8Px+3bt0XWnVGGjRs3YsaMGXBwcICenh50dHTw008/oXfv3gBUd27qcvLkSbz33nsoLCyEnZ0doqKiYGlpKdyuqnNjYmICHx8ffPnll3Bzc4ONjQ0OHDiA69evw8XFRfh6ay5kaGNjg2fPntXr2LU5ePAg4uPjRfoBVTd06FC8++674PP5SE5OxrJlyzBgwADExcWpfJbW7OxsVFRUSDwfqvpsSLJmzRro6enh448/rrWMur5Prq6u4PP5CA8Px/bt22FsbIz169cjIyMD6enpANT/nVLkfcrIyJBYvry8HNnZ2SKLeyp6DFm4uroiMjISHh4eyM/Px4YNG+Dr64vbt2/DxcVF4nPqUxcHBwf8888/KC8vx4oVKzB9+nSF6y43xqTPc0OdjCVqEgHOnDlz8Ndffwl/KUmya9cufPDBB1Lv4QKVAQqHw1FZfcrKyvDee+9BIBBgy5YtIttmzJgh/L+7uztcXFzg5eWF+Ph4dOvWTeE61bRx40Zcu3YNJ06cAJ/Px8WLFxESEgI7O7taWwyA+p+buvTv3x+JiYnIzs7Gjz/+iAkTJuD69euwtrYGoNpz88svv+Cjjz5Cy5Ytoauri27dumHSpEmIj48Xlqn5ulV1LtLS0jBv3jycP3++1s/rxIkThf93d3eHl5cX+Hw+Tp06JRLEq5K6zgdQ2Qoza9Ys4eNTp05hw4YNiI+Pr/OYqvrM1KzPmTNncPjwYUybNg3m5ubQ1dWFv78/hg4dKnVfqjxvgPzvk6TykvLrcwxpvL29RTrN+/r6olu3bvjhhx+wcePGOp+rSF0uXbqEgoICXLt2DYsXL0bbtm3x/vvvK1x/uciymCYFOBI1+ltUc+fOxYkTJxATEwMHBweJZS5duoSHDx+KReW2trYoLS3F69evRfKzsrLEfgUoqz5lZWWYMGECkpOTERUVJXXa7W7dukFfX19sNEZ9FBUV4bPPPsP69esxcuRIdOrUCXPmzMHEiROxbt06AKo5N9IYGxujbdu28Pb2xs6dO6Gnp4edO3fWWl6Z56ZNmzaIjY1FQUEB0tLScOPGDZSVlQl//QMQ+xWoqnMRFxeHrKwseHp6Qk9PD3p6eoiNjcXGjRuhp6cnsUOqnZ0d+Hy+Uj8ntbG0tISurq7azgcAjBo1ComJicJ05coVZGVlwcnJSXiOnj17hgULFqBVq1a17kdZn5ma9fHy8oKnpycSExORm5uL9PR0nD17Fjk5OXB2dgag/u+UIu+Tra2txPJ6enqwsLBQyjEUoaOjg+7du9f5vtWnLs7OzvDw8MCMGTMwf/58rFixQhnVlg11MlZYow1wGGOYM2cOjhw5gj///FN4EZFk586d8PT0FOvP4enpCX19fZHm6vT0dNy9exe9evVSen2qgpukpCRER0dLvGDUdO/ePZSVlYk1DddHWVkZysrKoKMj+vHQ1dWF4N8vkjLPjaIYY8K+DZKo4twYGxvDzs4Or1+/xrlz5zB69GhhkFP9XJSWliI2NlYl52LgwIG4c+eO2B/QDz74AImJidDV1RV7Tk5ODtLS0pR6LmrD5XLh6ekpdpsnKipKZZ8NExMTtG3bVphmzpyJv/76S+Qc2dvb45NPPsG5c+dq3Y+yPjM162NoaCjcZmZmBisrKyQlJeHWrVsYPXo0APV/pxR5n3x8fMTKnz9/Hl5eXtDX11fKMRTBGENiYmKd75uy6iLtuqN0VfPgSEtEnNq7NavJf/7zH2ZmZsYuXLjA0tPThamwsFCkXF5eHjMyMmJbt26VuJ/g4GDm4ODAoqOjWXx8PBswYADr3LkzKy8vV2p9ysrK2KhRo5iDgwNLTEwUKVNSUsIYY+zx48ds5cqV7ObNmyw5OZmdOnWKubq6sq5du8pdnzdv3rCEhASWkJDAALD169ezhIQE4YgtPz8/1rFjRxYTE8OePn3Kdu/ezQwMDNiWLVuUfm6k1aegoICFh4ezq1evspSUFBYXF8emTZvGeDyecFSKMs+NJGfPnmVnzpxhT58+ZefPn2edO3dmPXr0YKWlpYwxxr755htmZmbGjhw5wu7cucPef/99Zmdnx/Lz8+t9bFlUH23y5s0btmDBAnblyhWWnJzMYmJimI+PD2vZsqXa6nPw4EGmr6/Pdu7cye7fv89CQ0OZsbExS0lJUcvxJak5ikrVn5mafv31VxYTE8OePHnCjh07xvh8Phs7dqxIGWV+p2Qh7X1avHgxCwwMFJZ/+vQpMzIyYvPnz2f3799nO3fuZPr6+uz3339X2jEYY8JrgaenJ5s0aRJLSEhg9+7dE25fsWIFO3v2LHvy5AlLSEhgU6dOZXp6euz69etKfb2bNm1iJ06cYI8ePWKPHj1iu3btYqampmzJkiUynmHFVY2iGmA4kQUYBdaZBhhOpFFUEjTaAAf/TnBdM+3evVuk3Pbt25mhoSHLzc2VuJ+ioiI2Z84cZm5uzgwNDdmIESNYamqq0uuTnJxca5mYmBjGGGOpqamsb9++zNzcnHG5XNamTRv28ccfs5ycHLnrExMTI/FYU6ZMYYwxlp6ezoKCgpi9vT0zMDBg7du3Z9999x0TCARKPzfS6lNUVMTeeecdZm9vz7hcLrOzs2OjRo1iN27cED5fmedGkkOHDrHWrVszLpfLbG1t2ezZs0U+MwKBgC1fvpzZ2toyHo/H+vbty+7cuaOUY8uieoBTWFjIAgICmJWVFdPX12dOTk5sypQpCr83itq8eTPj8/mMy+Wybt261TklgjrUDHBU/ZmpacOGDczBwUH4nixdulT446WKMr9TsqrrfZoyZQrz8/MTKX/hwgXWtWtXxuVyWatWrWr9cVifY0i6FvD5fOH20NBQ5uTkxLhcLrOysmIBAQHsypUrSn+9GzduZB07dmRGRkbM1NSUde3alW3ZsoVVVFTIdKz6EAY4vAkswODDOtMA3gQKcCTgMEZtW4QQQog2yc/Ph5mZGQZw34UeR/z2X3XlrAx/lv6GvLw8qf02m5JG2weHEEIIaeiYgMmU5KWKJToOHz6MDh06gMfjoUOHDjh69Kjc9VImCnAIIYQQbcUEsiU5qGKJjqtXr2LixIkIDAzE7du3ERgYKJzKQ1PoFhUhhBCiZapuUfXmjIAepNyiQhkus5NIS0sTuUXF4/EkTuzZs2dPdOvWTWQBZTc3N4wZMwarV68WK79o0SKcOHECDx48EOYFBwfj9u3buHr1KoDKubfy8/Nx5swZYZkhQ4agRYsWOHDggOwvXImaxER/hBBCSEPC5XJha2uLyxknZSrfrFkzODo6iuQtX75cbM6eqiUrFi9eLJKvyBIdO3fuRFlZGfT19XH16lXMnz9frExERIRM9VcFCnAIIYQQLWNgYIDk5GSUlpbKVJ5JmJFZUuuNqpboqK2MOpdnqYkCHEIIIUQLGRgYyLR8kCJUsUSHOpdnkQV1MiaEEEKaCFUt0VFbGVUtzyILCnAIIYSQJkJVS3TUVkZdS/dIQgEOIfVw4cIFcDgccDgcjBkzRqbnBAUFCZ9z7NgxldaPEG1U9flv3ry5MC8yMlKYHxoaKlL+zz//hKurq3AtPE0ZP3481q9fr9E6KENYWBh++ukn7Nq1Cw8ePMD8+fORmpqK4OBgAEB4eDgmT54sLB8cHIxnz54hLCwMDx48wK5du7Bz504sXLhQWGbevHk4f/481qxZg7///htr1qxBdHS02HupVpqbRJmQhq9qiYmHDx+y169fC/PfvHnDJk6cyGxtbdnEiRNZQUGBcFtubi5LT09nANjRo0fVX2lCZDRlyhSJyyYMHjxYrGyrVq3YmTNnhN+J6t+HmvDvMjWZmZnCvMLCQpaens58fHyEy45U8fT0ZHv27FHWy6rV77//ztzc3BiXy2Vubm7syJEjIttv377NzM3NG8WSCKpYouO3335j7du3Z/r6+szV1ZUdPnxY1S+jTtSCQ4gSWFtbi/wajYiIQLNmzXD+/HkYGRmJDJU0MzODra2t+itJiAKGDBmC9PR0kVRzXpO//voLOTk56N+/v8z7bd68OaytrYWPDQ0NYWtrCy6XK1LuypUrSEpKwrvvvlu/FyKFLBPVderUCa1atcK+fftUWhd1CAkJQUpKCkpKShAXF4e+ffsKt0VGRuLChQsi5f38/BAfH4+SkhIkJycLW3uqGz9+PP7++2+UlpbiwYMHGDt2rKpfRp0owCHkX3l5eQgMDMTmzZsRFhYGU1NTBAQEIC0tTe595ebmol27dvDw8ICrqyvy8vJUUGNCVI/H48HW1lYktWjRQqTM8ePHMXjwYInDkuvr4MGDCAgIEBlNJBAI8OWXX2Lq1Kk4dOgQzM3N4e7ujtjYWIWPExERgUGDBiE8PByurq4IDw/HwIEDxeZxGTVqlMYmriPyoQCHkH/Nnj0bV65cQe/evREREYF169ZBIBBg+PDhwiGRspozZw62b98OfX197N69G/PmzVNRrQnRvBMnTmD06NEq2ffFixfh5eUlkrdr1y58/fXXmDRpEtauXYt3330XI0aMwLBhw4TLDaSmpqJZs2Z1puqtELVNZldz8rsePXrgxo0bKCkpUcnrJcpD8+AQgsrWm/3792P//v1o3rw5GGPo0aMHevbsiS5duuDmzZvo0aOHzPtr1aoVkpKShMMkNTkXBCH1cfLkSTRr1kwkb9GiRVi2bBkA4MWLF7h9+zaGDRumkuOnpKTA3t5eJG/r1q0ICgrCoEGDMHPmTLi5uSEkJAS7d+/GwYMH8emnn8Le3h6JiYl17rv6sgayTlTXsmVLlJSUICMjA3w+v34vjqgUBTiEAHj69CkYY+jVq5fISA0PDw/o6+vj6dOncgU4AKCjo0N9bUiD179/f5E1iwDA3Nxc+P8TJ07A19dXJE+ZioqKxCa7e/z4sbBVtKp1lcvlwt3dHU+fPgUA6OnpoW3btnIdS5aJ6gwNDQEAhYWFcu2bqB8FOIQA0NXVlZjPGINAIICJiYmaa0SIdjA2Nq4zUFDl7SmgcmK6169fi+TV9n2t/l1NTU1Fhw4d6tz3hx9+iG3btgGQfaK6V69eAQCsrKxkfxFEIyjAIQRAmzZtwOVycf36dXTv3l2Yn5iYiIqKCri5uWmwdoRop4KCAsTExGDz5s0qO0bXrl1x//59kTw3Nzdcv35dZK6W4uJi3Lt3T5gn7y2qqonqqi8YKWmiurt378LBwQGWlpaKviSiJhTgEILKX6kzZ85EeHg41q5dCwC4c+cO1q9fj/Hjx6N169YariEhmlHV36Q6PT09WFpa4uzZs3BxcVHp92Pw4MH4+eefRfLCwsLw4Ycfon///qioqEBGRgZmzJgBHo+H999/X1hHeW5RzZs3D3379sWaNWswevRoHD9+HNHR0bh8+bJIuUuXLol1RibaiQIcQv61du1aFBYWCn8Bzpo1C8OHD8eOHTs0XDNCNOfs2bOws7MTyWvfvj3+/vtvHD9+XOz2VFUfNj095fx5+fDDD7Fo0SI8fPgQ7du3BwCMGzcOKSkpmDNnDjIzM7Fu3Tp4eXnh5MmTCi9O2atXLxw8eBBLly7FsmXL0KZNGxw6dAg9e/YUlikuLsbRo0dx7tw5pbw2olo0TJyQfxkaGmLnzp24e/cugMoJxn777TexOT8IaSoiIyPBGBNLf//9NyoqKnD69GmMGjVK5DlZWVkwNjYWG3mlqBYtWmDOnDliSyQsWLBAOJJp3bp1uHbtGjp37lyvY0mbqG7nzp3o2bMnvL2963Ucoh4U4BCiBA4ODsKmcWmCg4OVdvEnRFNycnIwf/58YZ+1kpIS3L9/H5s2bYK/v7/U57///vtwcHAQPt63bx+aNWuGS5cuiZVdsmQJ+Hw+KioqlPcCFKCvr48ffvhBo3UgsuMweWcwI6SRS0lJgbOzMxISEtClS5c6yxYVFeHFixcAgGbNmsk0LDwrKwv5+fkAADs7OxgbG9e7zoRo2rFjxxAYGIhevXrhxx9/hJOTU61lHz9+DKByNJSzszMA4M2bN8jMzARQuYyDrJ14W7VqhdDQUM0u6ki0EgU4hBBCCGl06BYVIYQQQhodCnAIIYQQ0uhQgEMIIYSQRocCHEIIIYQ0OhTgEEIIIaTRoQCHEEIIIY0OBTiEEEIIaXQowCGEEEJIo/N/0xRfSPdUN5UAAAAASUVORK5CYII=",
      "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=0.2,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": 29,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0 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": 30,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.08547810684159686 3.282365202069675e-20\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": 31,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.08547810684159686 3.282365202069675e-20\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=0.2,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": 39,
   "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": [
      "0.4999287167913129 0.014921873474476623\n",
      "0.2799055394868513\n",
      "0.052773832450818035\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=0.2, 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[0,200])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "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": [
      "0.4999287167913129 0.014921873474476623\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))"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.10"
  },
  "orig_nbformat": 4,
  "vscode": {
   "interpreter": {
    "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
