{
 "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 = 30.0       #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_t30.0h1.0h1.0_cr2.0_2023-03-10.csv',delimiter=',') \n",
    "E_StoWA = np.loadtxt('PPP_StoWA_t30.0h1.0h1.0_cr2.0_2023-03-10.csv',delimiter=',') \n",
    "E_StoCW = np.loadtxt('PPP_StoCW_t30.0h1.0h1.0_cr2.0_2023-03-10.csv',delimiter=',') \n",
    "\n",
    "#底からの反射光\n",
    "E_FLtoWA = np.loadtxt('PPP_FLtoWA_t30.0h1.0h1.0_cr2.0_2023-03-08.csv',delimiter=',') \n",
    "E_FLtoCW = np.loadtxt('PPP_FLtoCW_t30.0h1.0h1.0_cr2.0_2023-03-08.csv',delimiter=',') \n",
    "E_FLtoCC = np.loadtxt('PPP_FLtoCC_t30.0h1.0h1.0_cr2.0_2023-03-08.csv',delimiter=',') \n",
    "\n",
    "#縦孔壁からの反射光\n",
    "E_WAtoFL = np.loadtxt('PPP_WAtoFL_t30.0h1.0h1.0_cr2.0_2023-03-09.csv',delimiter=',') \n",
    "E_WAtoWA = np.loadtxt('PPP_WAtoWA_t30.0h1.0h1.0_cr2.0_2023-03-09.csv',delimiter=',') \n",
    "E_WAtoCW = np.loadtxt('PPP_WAtoCW_t30.0h1.0h1.0_cr2.0_2023-03-09.csv',delimiter=',') \n",
    "\n",
    "#空洞壁からの反射光\n",
    "E_CWtoFL = np.loadtxt('PPP_CWtoFL_t30.0h1.0h1.0_cr2.0_2023-03-09.csv',delimiter=',') \n",
    "E_CWtoWA = np.loadtxt('PPP_CWtoWA_t30.0h1.0h1.0_cr2.0_2023-03-09.csv',delimiter=',') \n",
    "E_CWtoCW = np.loadtxt('PPP_CWtoCW_t30.0h1.0h1.0_cr2.0_2023-03-09.csv',delimiter=',') \n",
    "E_CWtoCC = np.loadtxt('PPP_CWtoCC_t30.0h1.0h1.0_cr2.0_2023-03-09.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": [
      "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_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": [
      "86.60254037844388 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": [
      "86.60254037844388 0.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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yzz//wMbGpso6yvTv1KlTcfToUURERMDT0xOHDh1CQUGB3C32f//9NzIzM2FgYFDh8V68eCH3urL5ZUD1/VMTpfNXbGxs0K1bN7n3dHV1YW5uXuX+BgYG6Ny5s0LHUnQ14qZNm3Kx9OvXDy1btsT48eNx8uRJjBo1CkBJX1T0Ofzf//4HADA1Na2yfR6PV+P9ScMiVXDysCJ13haU2KiAmZkZ/P39ERUVhTt37mDIkCFcklJ28m/ZXxTqjis1NbVceemE1+p+KQwYMAArVqzAlStXcOnSJaxcuZIrv3DhAuzt7bnXpfbv3w97e3scOXJE7q/K6iZBK6O256Uupcf96aef5CZ9KsrCwgLPnj2rso4y/evp6QmxWIxdu3bB09MTu3btQo8ePdCuXTu5mM3MzHDu3LkKj2dsbCz3WtMjBZ07dwaPx0NSUpLc5wwA7t69ix49elS5/+PHj7nPaXUiIyPLTRhXROnI4f3797myDh06IDExsVzd0jInJ6dK2xMIBGjVqlWl+wsEAu7uK9LwSaEDqQL3+UirrfH2oMRGCUVFRcjOzi73lykA7jJA6ahB6YjC7du3uZEdADh16pTK4+Lz+RX+VTxgwAAEBQUhISEBXbt25cr37t0LHo+Hfv36VdnuO++8g8aNGyMkJARpaWkYOHAggJKRnHXr1uGHH35Au3btuHMGSn7xGRgYyP0CTEtLU+ldUbU9r8pU1o+K8vT0hJ6eHv78888aPWNl8ODB2LdvH5KSktCmTZsK6yjTv7q6upg8eTJCQkLwyy+/4MaNG/j+++/l6gwbNgyHDx+GVCqtNkmoCxYWFujfvz/27t2LGTNmcKNekZGRSE5Oxrffflvl/qWXohRRWZ9XJzIyEgDQqlUrrmzUqFGYOXMmrl+/zvVrcXEx9u/fjx49esh9ZyoyatQohISEICUlBba2tgBK7so7duwYvLy85O7AIg0bU/AyE6NLUf+p4zk+9co///zDhEIh8/X1Zfv372fR0dHszJkzbNGiRdxdTXl5eVx9d3d31rRpU7Zt2zZ24cIFtmTJEubg4FDh5GGhUFjueCtXrmSK/BP5+PgwPp/PDh8+zGJjY9nt27cZY//dPSQSiVhYWBg7f/48mzt3LuPxeOUmwlZm+PDhDACzt7fnyl6/fs0EAgEDwObOnStXf+fOndzdSZcuXWK7d+9mLVu25M77TbW9K0qR81Jm8rCbmxuztLRkp06dYnFxceyPP/5gjP03eTguLk6ufkUTxAMDA5menh7z8/Njx48fZ1FRUezIkSNswYIF7PPPP6/y+KV3RVlaWrKQkBB26dIldvToUTZ9+nTurihl+pcxxpKSkhgAZmNjwwQCAcvMzJR7v7i4mA0ePJiZmpqyVatWsfDwcHbx4kW2e/du5uPjw44dO1ZtX5b2w48//ihXrui/Z3Vu3rzJBAIBe++999jFixfZnj17mJWVFfP09KxVu8raunUrmzRpEtuzZw+7fPky+/nnn9nixYuZQCBgLi4uchOIX79+zdq3b89sbW3ZgQMHWEREBBs1ahTT09NjUVFRcu3279+f6erqypWlp6cza2tr1qFDB3b8+HF29uxZ1qdPH2ZsbMx9FkjDVjp5+EKihP3fY/tqtwuJEpo8/C9KbJRQUFDAvv76azZ48GBmZ2fH+Hw+MzQ0ZI6Ojmzx4sUsIyNDrn5qaip77733mKmpKTMxMWHvv/8+u3HjhsoTm8ePHzMPDw9mbGzMADCJRMK99+TJEzZx4kRmZmbG9PX1WZs2bdhXX33FpFKpQudcetvw9OnT5coHDhwod9vwm7788kvWvHlzxufzmaOjI9u2bVuF51LTxEaZ81Imsbl16xZzdXVlRkZGDAB3p5kyiQ1jjJ04cYL169ePNW7cmPH5fCaRSLhfytVJSUlhU6dOZSKRiOnr6zOxWMy8vb3Z33//zdVRtH9Lubi4MABs0qRJFb5fVFTEvv76a9apUydmaGjIGjVqxNq2bcv8/PzYgwcPuHp1ldgwVnI7fu/evZmhoSGztLRkc+fOZbm5ubVuVxn/93//x4YNG8bEYjEzMDBgRkZGrFOnTmz16tVyf9CUSktLY1OmTGGmpqbM0NCQ9ezZk0VERJSr5+bmVuG/3cOHD9nIkSNZ48aNmZGRERswYACLj49Xy7kR7VOa2ITftmdXkltWu4XftqfE5l88xmitc0IIIUSbZGdnw8TEBGdut4DQuPqJ7Xk5Ugzt+AhZWVlo3LixBiLUXnShlhBCCNFSdFeU8iixIYQQQrSUlOlAqsAj56R08YVDiQ0hhBCipWTgKbTAJS2C+Z8G8eThnJwc+Pv7QyKRQCAQwMXFReFbPAkhhBBtJfv3OTbVbbKG8etcJRpET3z44YeIiIjAvn37kJiYCA8PD7i7u1e7gi4hhBCizUovRSmykRL1vify8/Nx9OhRrF+/Hn369EGrVq0QEBAAe3t7bNmypa7DI4QQQmpM9u9ojCIbKVHv59gUFxdDKpWWW2dJIBBwCzWWVVBQIPcIeplMhv/9738wMzOjxeUIIfUCYww5OTkQi8XVrkNG6i8p40GqwFOFFanztqj3iY2xsTF69eqF1atXw9HREVZWVjh06BCuX78OBweHCvcJCgqSW7iREELqq5SUlGoXTyX1l+JrRdFdUaUaxAP6/vzzT0ydOhVXrlyBrq4uunbtitatWyMhIQH37t0rV7/siE1WVhbs7OyQkpLy1j/YiBBSP2RnZ8PW1haZmZkwMTGp63CIipU+oG9nQhcYKfCAvlc5UkztepMe0IcGMGIDAC1btkR0dDTy8vKQnZ0Na2trjBs3rtJVffl8Pvh8frnyxo0bv/UfCEJI/UKXzwmR16AuzAqFQlhbW+Ply5c4f/48RowYUdchEUIIITWmyK3eil6uels0iBGb8+fPgzGGNm3a4OHDh1i0aBHatGmDDz74oK5DI4QQQmpMBsUmBsvUH0q90SASm6ysLCxduhTPnj2DqakpxowZg7Vr10JfX7+uQyOEEEJqTNFbuel27/80iMTG29sb3t7edR0GIYQQolKKrxVFiU2pBpHYEEIIIQ0RrRWlPEpsCCGEEC1FIzbKo8SGEEII0VKKP6CPEptSlNgQQgghWkrGeJApclcULanAocSGEEII0VIyBUds6K6o/1BiQwghhGgpGdOBTIH5M4rUeVtQYkMIIYRoKSl4kCpwx5Midd4WlNgQQgghWopGbJRHiQ0hhBCipaRQbDRGqv5Q6g1K8QghhBAtVTpio8imjOLiYixfvhz29vYQCARo0aIFvvjiC8hk/606xRhDQEAAxGIxBAIB+vbti7t376r6FFWOEhtCCCFES5U+oE+RTRnr1q3D1q1bERoait9//x3r16/HV199he+++46rs379egQHByM0NBRxcXEQiUQYOHAgcnJyVH2aKkWXogghhBAtxRRcUoEpOXn42rVrGDFiBIYOHQoAaN68OQ4dOoQbN26UtMcYQkJCsGzZMowePRoAsGfPHlhZWeHgwYPw8/NT8kw0h0ZsCCGEEC2l7IhNdna23FZQUFBhu71798alS5dw//59AMBvv/2Gq1evYsiQIQCA5ORkpKWlwcPDg9uHz+fDzc0NMTExaj7r2tHoiE1p1qeMrVu3wtLSUg3REEIIIdpN2ScP29raypWvXLkSAQEB5eovWbIEWVlZaNu2LXR1dSGVSrF27VpMmDABAJCWlgYAsLKyktvPysoKT548qcmpaIxGE5sTJ07A29sbAoFAofoHDx5Ebm4uJTaEEELeSsquFZWSkoLGjRtz5Xw+v8L6R44cwf79+3Hw4EG0b98et27dgr+/P8RiMXx8fLh6PJ58UsUYK1embTQ+x2bjxo0KJyo//fSTmqMhhBBCtJeyIzaNGzeWS2wqs2jRInz66acYP348AKBDhw548uQJgoKC4OPjA5FIBKBk5Mba2prbLz09vdwojrbR6BybyMhImJqaKlw/PDwczZo1q7be8+fP8f7778PMzAxGRkbo3Lkz4uPjaxMqIYQQUudk0FF4U8arV6+goyO/j66uLne7t729PUQiESIiIrj3CwsLER0dDRcXl9qfmBppdMTGzc1Nqfq9e/euts7Lly/h6uqKfv36ITw8HJaWlvjzzz/RpEmTGkZJCCGEaAcp40GqwIiNInXeNHz4cKxduxZ2dnZo3749bt68ieDgYEydOhVAySUof39/BAYGwsHBAQ4ODggMDISRkREmTpxYo3PRFK243fvMmTOIioqCVCqFq6srxowZo/C+69atg62tLXbt2sWVNW/eXA1REkIIIZql7KUoRX333XdYsWIFZs6cifT0dIjFYvj5+eHzzz/n6ixevBj5+fmYOXMmXr58iR49euDChQswNjZW+jw0iccYY3UZwIoVK3Ds2DEMHToURUVFOHr0KLy8vBAaGqrQ/u3atYOnpyeePXuG6OhoNGvWDDNnzsT06dMr3aegoEDuFrjs7GzY2toiKytLoWuThBBS17Kzs2FiYkI/txqo0n/fj6LHwqCRfrX1C3OLEOb2I30eUAfPsSk79+XIkSO4ceMG1q9fj2+//RY///wzDhw4oHB7jx49wpYtW+Dg4IDz589jxowZmDt3Lvbu3VvpPkFBQTAxMeG2srfHEUIIIdqgdHVvRTZSQuOJzUcffQR/f3+8evUKANCiRQsEBwcjKSkJiYmJ2LJlC1q3bq1wezKZDF27dkVgYCC6dOkCPz8/TJ8+HVu2bKl0n6VLlyIrK4vbUlJSan1ehBBCiKrJ2H+Xo6re6jpS7aHxxCY2NhYikQhdu3bFzz//jJ07dyIhIQEuLi5499138ezZMxw8eFDh9qytrdGuXTu5MkdHRzx9+rTSffh8PndLnKK3xhFCCCGapq5FMBsyjU8e1tXVxaeffgpvb298/PHHEAqFCA0NhVgsrlF7rq6uSEpKkiu7f/8+JBKJKsIlhBBC6oxMwbWiFKnztqizFK9FixY4f/48Ro4ciT59+mDTpk01amfevHn49ddfERgYiIcPH+LgwYMICwvDrFmzVBwxIYQQolmlt3srspESGk9ssrKysGTJEgwfPhzLly/H6NGjcf36dcTGxqJnz55ITExUqr3u3bvj+PHjOHToEJycnLB69WqEhIRg0qRJajoDQgghRDPoUpTyNH4pysfHBy9fvsSECRNw6dIlfPzxx9i3bx/27NmDS5cuwdvbG15eXli3bp3CbQ4bNgzDhg1TY9SEEEKI5smg4HNs6FIUR+OJzaVLl3Dz5k20atUK06dPR6tWrbj3BgwYgISEBKxevVrTYRFCCCFahyk4x4ZRYsPR+NiVg4MDwsLCcP/+fWzdurXcJF+BQIDAwEBNh0UIIYRoHcVu9VZsVOdtofHEZufOnbh8+TK6dOmCgwcPVvm8GUIIIeRtRnNslKfxS1GdO3fGjRs3NH1YQgghpN5R11pRDZlWLIJJCCGEkPLoOTbK0+jYlampKV68eKFwfTs7Ozx58kSNERFCCCHai+bYKE+jIzaZmZkIDw+HiYmJQvUzMjIglUrVHBUhhBCinehSlPLq5Dk2hBBCCKkeJTbK02hiI5PJNHk4QgghpF6jxEZ5NHmYEEII0VIMik0MZuoPpd6gxIYQQgjRUjRiozxKbAghhBAtRYmN8iixIYQQQrQUJTbKo8SGEEII0VKU2ChP44lNdnZ2tXX09PRgZGSkgWgIIYQQ7cUYD0yBpEWROm8LjSc2TZo0AY9X/T+AUCjEwIEDsWHDBtjY2GggMkIIIUS70JIKytN4YhMZGVltHZlMhr///hubNm3CRx99hLNnz2ogMkIIIUS70KUo5Wk8sSkoKEC/fv2gr69fbd2OHTuiZ8+eGoiKEEII0T50KUp5Gl0EEwBmzJgBCwsLjBs3DgcPHkRmZmaldVu1aoV9+/ZpLjhCCCFEi9AimMrTeGLz6NEjXLlyBR06dEBISAhEIhEGDBiAjRs34vHjx3J1DQwMMGLECE2HSAghhGiF0hEbRTZSQuOJDVByiWn58uWIjY3Fo0ePMHbsWJw7dw6Ojo7o1KkTPv/8c9y4caMuQiOEEEK0BlNwtIYSm//USWLzJrFYjBkzZuDs2bN48eIFPv/8czx+/BiDBg1CYGBgXYdHCCGE1BkGgDEFtroOVIto1QP6hEIhxowZgzFjxkAmkyEjI6OuQyKEEELqjAw88Oh2b6VofMRmyJAhyMrK4l6vXbtWbgJxRkYG2rVrBx0dHVhYWGg6PEIIIURr0Bwb5Wk8sTl//jwKCgq41+vWrcP//vc/7nVxcTGSkpI0HRYhhBCideiuKOVp/FIUY6zK14QQQggpUTqHRpF6pIRWzbEhhBBCyH/oAX3K03hiw+Pxyq0VpcjaUYQQQsjbhhIb5dXJpShfX1/w+XwAwOvXrzFjxgwIhUIAkJt/QwghhLzNZIwHHq0VpRSNJzY+Pj5yr99///1ydaZMmaKpcAghhBCtRXNslKfxxGbXrl2aPiQhhBBSL5UkNopcitJAMPUETR4mhBBCtBTNsVEeJTaEEEKIlmJQbLkEGrD5T52vFUUIIYSQiqnzycPPnz/H+++/DzMzMxgZGaFz586Ij49/49gMAQEBEIvFEAgE6Nu3L+7evavK01MLSmwIIYQQbcWU2JTw8uVLuLq6Ql9fH+Hh4bh37x6++eYbNGnShKuzfv16BAcHIzQ0FHFxcRCJRBg4cCBycnJUcWZqQ5eiCCGEEG2l6GiMkiM269atg62trdwNPc2bN/+vOcYQEhKCZcuWYfTo0QCAPXv2wMrKCgcPHoSfn59Sx9MkGrEhhBBCtFTp7d6KbMo4deoUunXrhrFjx8LS0hJdunTBtm3buPeTk5ORlpYGDw8ProzP58PNzQ0xMTGqOj21oMSGEEII0VLKzrHJzs6W2yp76O2jR4+wZcsWODg44Pz585gxYwbmzp2LvXv3AgDS0tIAAFZWVnL7WVlZce9pK0psCCGEEG3FeIpvAGxtbWFiYsJtQUFBFTYrk8nQtWtXBAYGokuXLvDz88P06dOxZcsWuXpllzxijGn9Mkg0x4YQQgjRUso+eTglJQWNGzfmykuXLyrL2toa7dq1kytzdHTE0aNHAQAikQhAyciNtbU1Vyc9Pb3cKI62oREbQgghRFspeVdU48aN5bbKEhtXV1ckJSXJld2/fx8SiQQAYG9vD5FIhIiICO79wsJCREdHw8XFRZVnqHI0YkMIIYRoKXU9eXjevHlwcXFBYGAgvL29ERsbi7CwMISFhQEouQTl7++PwMBAODg4wMHBAYGBgTAyMsLEiRNrdC6a0mBGbDZv3gx7e3sYGhrC2dkZv/zyS12HRAghhNSeip9hAwDdu3fH8ePHcejQITg5OWH16tUICQnBpEmTuDqLFy+Gv78/Zs6ciW7duuH58+e4cOECjI2NVXBS6sNjrP4vnXXkyBFMnjwZmzdvhqurK77//nts374d9+7dg52dXbX7Z2dnw8TEBFlZWXLXJgkhRFvRz62GrfTf1/b7ldARGFZbX5b/Gil+q7T+81D6TBxlbN26FZaWlgrXbxCXooKDgzFt2jR8+OGHAICQkBCcP38eW7ZsqXRGeEVeFRZDr7BYXWESQojKvKKfVW+HBrZY1IkTJ+Dt7Q2BQKBQ/YMHDyI3N/ftSmwKCwsRHx+PTz/9VK7cw8Oj0ocIFRQUyN3bn5WVBQDo9vnP0OEbqS9YQghREVnBKwAlt9+Shoz376ZIvfph48aNCicqP/30k9Lt1/vE5sWLF5BKpUo9RCgoKAirVq0qV/58i686QiSEELXJyMiAiYlJXYdB1KWBjdhERkbC1NRU4frh4eFo1qyZUseo94lNKWUeIrR06VLMnz+fe52ZmQmJRIKnT59q1Q+I7Oxs2NralnsuQV3SxpgAiktZ2hiXNsYEaG9cWVlZsLOzU+qXBKmHGlhi4+bmplT93r17K32Mep/YmJubQ1dXt9zoTFUPEeLz+RXe229iYqJVP7hKlT6PQJtoY0wAxaUsbYxLG2MCtDcuHZ0Gc3MrqcgbTxWutl49dubMGURFRUEqlcLV1RVjxoypcVv1/hthYGAAZ2dnuYcIAUBERITWP0SIEEIIqYq6FsHUJitWrMDixYvB4/HAGMO8efMwe/bsGrdX70dsAGD+/PmYPHkyunXrhl69eiEsLAxPnz7FjBkz6jo0QgghpOYa2KUoAIiPj4ezszP3+siRI/jtt9+4O6V8fX3Rt29fhIaG1qj9BpHYjBs3DhkZGfjiiy+QmpoKJycnnD17lns0dHX4fD5WrlxZ6aOn64o2xqWNMQEUl7K0MS5tjAmguEgda4CXoj766CO8++673JOMW7RogeDgYLz33nsoLCzEli1b0Lp16xq33yAe0EcIIYQ0JNwD+jZ8ofgD+j75XOsf0AcAUqkUX331FXbv3o2vvvoKzs7OmDNnDjfHpnfv3tiwYQNatmxZo/YbxIgNIYQQ0iA1wEtRurq6+PTTT+Ht7Y2PP/4YQqEQoaGhEIvFKmm/3k8eJoQQQhqs0ktRimz1TIsWLXD+/HmMHDkSffr0waZNm1TSLiU2hBBCiLZSZAHMGi6EWVeysrKwZMkSDB8+HMuXL8fo0aNx/fp1xMbGomfPnkhMTKxV+5TYEEIIIdqqASY2Pj4++PXXXzF06FAkJSXh448/hpmZGfbs2YO1a9fC29sbS5YsqXH7DTaxCQoKQvfu3WFsbAxLS0uMHDkSSUlJcnV4PF6F21dffcXVKSgowJw5c2Bubg6hUAgvLy88e/ZMLTEVFRVhyZIl6NChA4RCIcRiMaZMmYK//vpLrp2+ffuWi3n8+PE1iqnUlStXMHz4cIjFYvB4PJw4cULu/dzcXMyePRs2NjYQCARwdHTEli1b5Oqosq8UiSkgIABt27aFUChE06ZN4e7ujuvXr8vVUUdfVSQnJwf+/v6QSCQQCARwcXFBXFwc9z5jDAEBARCLxRAIBOjbty/u3r2r8jgqExQUBB6PB39/f67M19e3XN/07NlTYzGVtXnzZtjb28PQ0BDOzs745Zdf6iwWAPDz8wOPx0NISIhcuaY+U2/6+++/4evrC7FYDCMjIwwaNAgPHjyQq6Pq7x/REg0wsbl06RJ27NiBGTNm4PDhw7h69Sr33oABA5CQkABdXd0at99gE5vo6GjMmjULv/76KyIiIlBcXAwPDw/k5eVxdVJTU+W2nTt3gsfjyT3x0N/fH8ePH+c6Pzc3F8OGDYNUKlV5TK9evUJCQgJWrFiBhIQEHDt2DPfv34eXl1e5tqZPny4X+/fff1+DXvpPXl4eOnXqVOlzA+bNm4dz585h//79+P333zFv3jzMmTMHJ0+e5Oqosq8Uial169YIDQ1FYmIirl69iubNm8PDwwP//POPXD1V91VFPvzwQ0RERGDfvn1ITEyEh4cH3N3d8fz5cwDA+vXrERwcjNDQUMTFxUEkEmHgwIHIyclReSxlxcXFISwsDB07diz33qBBg+T65uzZs2qPpyJHjhyBv78/li1bhps3b+Ldd9/F4MGD8fTp0zqJ58SJE7h+/Xqlkxk18ZkqxRjDyJEj8ejRI5w8eRI3b96ERCKBu7u73M8zVX//iJZogHNsHBwcEBYWhvv372Pr1q3lHs0iEAgQGBhY8wOwt0R6ejoDwKKjoyutM2LECNa/f3/udWZmJtPX12eHDx/myp4/f850dHTYuXPnNBJTbGwsA8CePHnClbm5ubFPPvmk1sevDAB2/PhxubL27duzL774Qq6sa9eubPny5Ywx9fdVRTGVlZWVxQCwixcvcmXq7ivGGHv16hXT1dVlp0+flivv1KkTW7ZsGZPJZEwkErEvv/ySe+/169fMxMSEbd26Va2x5eTkMAcHBxYREVGuL3x8fNiIESPUenxFvfPOO2zGjBlyZW3btmWffvqpxmN59uwZa9asGbtz5w6TSCTs22+/lXtfE5+pNyUlJTEA7M6dO1xZcXExMzU1Zdu2bWOMqf/7RzSv9OeZ3fo1rPl3X1e72a1fwwCwrKysug69Wjdv3mTOzs7MyMiIubi4sHv37qm0/QY7YlNWVlYWAFS6YNzff/+NM2fOYNq0aVxZfHw8ioqK4OHhwZWJxWI4OTkhJiZG7TGV1uHxeGjSpIlc+YEDB2Bubo727dtj4cKFav/Lv3fv3jh16hSeP38OxhgiIyNx//59eHp6AlB/X1WnsLAQYWFhMDExQadOneTeU3dfFRcXQyqVwtBQ/lkTAoEAV69eRXJyMtLS0uT6hs/nw83NTe19M2vWLAwdOhTu7u4Vvh8VFQVLS0u0bt0a06dPR3p6ulrjqUhhYSHi4+Pl+gcAPDw8NPLZeZNMJsPkyZOxaNEitG/fvtJ6mvz+FRQUAIDc50tXVxcGBgbcEH5df/+IGjXAS1GdO3fGjRs3kJeXh//7v/+Do6OjStt/K55jwxjD/Pnz0bt3bzg5OVVYZ8+ePTA2Nsbo0aO5srS0NBgYGKBp06Zyda2srMotuqmOmF6/fo1PP/0UEydOlHvg0qRJk2Bvbw+RSIQ7d+5g6dKl+O2338qtl6VKGzduxPTp02FjYwM9PT3o6Ohg+/bt3Mqr6uyrqpw+fRrjx4/Hq1evYG1tjYiICJibm3Pva6KvjI2N0atXL6xevRqOjo6wsrLCoUOHcP36dTg4OHDnX3ZRVisrKzx58kRlcZR1+PBhJCQkyM31edPgwYMxduxYSCQSJCcnY8WKFejfvz/i4+M1+jTbFy9eQCqVVtg/6vzsVGTdunXQ09PD3LlzK62j6e9f27ZtIZFIsHTpUnz//fcQCoUIDg5GWloaUlNTAdTd948QbfRWJDazZ8/G7du35SYolbVz505MmjSp3F/dFWGMgcer3fXM6mIqKirC+PHjIZPJsHnzZrn3pk+fzv2/k5MTHBwc0K1bNyQkJKBr1661iqsyGzduxK+//opTp05BIpHgypUrmDlzJqytrSsdDQBU01dV6devH27duoUXL15g27Zt8Pb2xvXr12FpaQlAc321b98+TJ06Fc2aNYOuri66du2KiRMnIiEhgatTth/U2TcpKSn45JNPcOHChUo/0+PGjeP+38nJCd26dYNEIsGZM2fkEnxN0WT/ACWjLn5+ftzrM2fOYMOGDUhISKjyuOr+TJWNKzw8HEePHsW0adNgamoKXV1duLu7Y/DgwdW2pe4+JOrHA8BTYDSmvvwrm5qa4v79+3J/gFbFzs4Ov/zyi8JLJAFvQWIzZ84cnDp1CleuXIGNjU2FdX755RckJSXhyJEjcuUikQiFhYV4+fKl3F9C6enptVo5vLqYioqK4O3tjeTkZFy+fLnax2N37doV+vr6ePDggVoSm/z8fHz22Wc4fvw4hg4dCgDo2LEjbt26ha+//hru7u5q66vqCIVCtGrVCq1atULPnj3h4OCAHTt2YOnSpRXWV1dftWzZEtHR0cjLy0N2djasra0xbtw47i97oOSvamtra26f9PT0cqMUqhIfH4/09HS5heakUimuXLmC0NBQFBQUlLvrwNraGhKJpNzdNupmbm4OXV3dciML6uwfAPDy8kKPHj241z/++CPS09NhZ2fHlUmlUixYsAAhISF4/Phxhe2o+jNVNq5mzZpBIBDg1q1byMrKQmFhISwsLNCjRw9069YNgPp+VhGiapmZmQgPD4eJiYlC9TMyMpSeAN9gExvGGObMmYPjx48jKioK9vb2ldbdsWMHnJ2dy83NcHZ2hr6+PiIiIuDt7Q2g5E6qO3fuYP369WqJqTSpefDgASIjI2FmZlZtu3fv3kVRUZHcL01VKioqQlFREXR05Kdk6erqQiaTAVB9X9UUY4ybk1ARdfeVUCiEUCjEy5cvcf78eaxfv55LbiIiItClSxcAJfNKoqOjsW7dOrXEMWDAgHIPufrggw/Qtm1bLFmypMJbKTMyMpCSkqK2vqmMgYEBnJ2dERERgVGjRnHlERERGDFihNqOa2xsDGNjY+71Rx99hOHDh8vV8fT0xOTJk/HBBx9U2o6qP1Nl43pT6S+DBw8e4MaNG1i9ejUA7fn+ETVogItg+vj4qLX9BpvYzJo1CwcPHsTJkydhbGzM/TVoYmLCLY0OlCw09uOPP+Kbb74p14aJiQmmTZuGBQsWwMzMDKampli4cCE6dOhQ5eWXmsZUXFyM9957DwkJCTh9+jSkUilXx9TUFAYGBvjzzz9x4MABDBkyBObm5rh37x4WLFiALl26wNXVtSZdBaDkOTUPHz7kXicnJ+PWrVswNTWFnZ0d3NzcsGjRIggEAkgkEkRHR2Pv3r0IDg5WS19VF5OZmRnWrl0LLy8vWFtbIyMjA5s3b8azZ88wduxYAFBbX1Xk/PnzYIyhTZs2ePjwIRYtWoQ2bdrggw8+4J4fExgYCAcHBzg4OHCr2k6cOFGlcZQyNjYuN3dLKBTCzMwMTk5OyM3NRUBAAMaMGQNra2s8fvwYn332GczNzeWSC02ZP38+Jk+ejG7duqFXr14ICwvD06dPMWPGDI3FYGZmVu4PCX19fYhEIrRp0waAZj9Tb/rxxx9hYWEBOzs7JCYm4pNPPsHIkSO5ycLq+P4RLdHA1ooq/WNYrVR6j5UWQSXzxnft2iVX7/vvv2cCgYBlZmZW2E5+fj6bPXs2MzU1ZQKBgA0bNow9ffpULTElJydXWicyMpIxxtjTp09Znz59mKmpKTMwMGAtW7Zkc+fOZRkZGTWKqVRkZGSFx/Xx8WGMMZaamsp8fX2ZWCxmhoaGrE2bNuybb75hMpmMa0OVfVVdTPn5+WzUqFFMLBYzAwMDZm1tzby8vFhsbCy3v7r6qiJHjhxhLVq0YAYGBkwkErFZs2bJfaZkMhlbuXIlE4lEjM/nsz59+rDExESVx1GVN29TfvXqFfPw8GAWFhZMX1+f2dnZMR8fn1r9e9XWpk2bmEQiYQYGBqxr165VPgZBU8re7q3Jz9SbNmzYwGxsbLh/q+XLl7OCggK5Oqr+/pG6VXq7tyRwLbMP/qbaTRK4tt7c7q1uPMZYPcnzCCGEkLdDdnY2TExM0HztWugocFOL7PVrPF62DFlZWdXOy2zoGuylKEIIIaTea2CXojSBEhtCCCFEW1FiozRKbAghhBAtxWMKPseGEhsOJTaEEEKItmqAt3tnZ2dXW0dPTw9GRkY1ap8SG0IIIURbNcBLUU2aNFHoidhCoRADBw7Ehg0bKn3AbkXqdBHMK1euYPjw4RCLxeDxeDhx4oTc+4wxBAQEQCwWQyAQoG/fvrh7965cnYKCAsyZMwfm5uYQCoXw8vLCs2fPNHgWhBBCiHqUXopSZKsvIiMjcfny5Sq3ixcvIiwsDOnp6fjoo4+Uar9OR2zy8vLQqVMnfPDBBxgzZky599evX4/g4GDs3r0brVu3xpo1azBw4EAkJSVxT+b09/fHzz//jMOHD8PMzAwLFizAsGHDEB8fX+HTVQkhhJB6owGO2BQUFKBfv37Q19evtm7Hjh3Rs2dPpdrXmufY8Hg8HD9+HCNHjgRQMlojFovh7++PJUuWACjpDCsrK6xbtw5+fn7IysqChYUF9u3bxy3o99dff8HW1hZnz56Fp6enQseWyWT466+/YGxsTAvGEULqBcYYcnJyIBaLyy13Uh36mVc7tel7RZU+x6bFikDoKvAcG+nr13i0+rN68RybFi1a4H//+x88PT0xYsQIDBkyBE2aNKmwbmFhIcLDw5VaXkVr59gkJycjLS2Ne2Q4APD5fLi5uSEmJgZ+fn6Ij49HUVGRXB2xWAwnJyfExMRUmtgUFBTIrSf0/PlztGvXTn0nQwghapKSkqLU/APgvz8ASe3UpO+V1gBHbB49eoTbt2/j1KlTCAkJwdSpU+Hq6ooRI0bAy8sLzZs35+oaGBgovWac1iY2pWsklV3d18rKCk+ePOHqGBgYyK1mW1qn7ErBbwoKCsKqVavKlffGEOih+qExQgipa8UowlWcrXTBzKqU7pOSkqL1f91ro+zsbNja2tao75XWABMboOQSU8eOHbF8+XL89ddfOHXqFE6dOoUlS5agdevWXJJTuoK9MrQ2sSlVdpiUMVbt0Gl1dZYuXYr58+dzr0s/pHrQhx6PEhtCSD3w7y+ymlxKKt3H2NiYEpta0MRlvLfhOTZisRgzZszAjBkzkJeXh3PnzuHkyZMYNGgQ5s+fj88++0yp9rQ2sRGJRABKRmWsra258vT0dG4URyQSobCwEC9fvpQbtUlPT4eLi0ulbfP5fPD5fDVFTggh9UN+kRQmdR0EIW8QCoUYM2YMxowZA5lMhoyMDKXbqNPbvatib28PkUiEiIgIrqywsBDR0dFc0uLs7Ax9fX25Oqmpqbhz506ViQ0hhBBSLzAltnpiyJAhyMrK4l6vXbsWmZmZ3OuMjAy0a9cOOjo6sLCwULr9Oh2xyc3NxcOHD7nXycnJuHXrFkxNTWFnZwd/f38EBgbCwcEBDg4OCAwMhJGRESZOnAgAMDExwbRp07BgwQKYmZnB1NQUCxcuRIcOHeDu7l5Xp0UIIYSoREO8FHX+/Hm5G3jWrVuHCRMmcHdGFRcXIykpqcbt12lic+PGDfTr1497XTrvxcfHB7t378bixYuRn5+PmTNn4uXLl+jRowcuXLggN2Hr22+/hZ6eHry9vZGfn48BAwZg9+7d9AwbQgghDUM9SloUUfYpM6p+6kydJjZ9+/at8oR4PB4CAgIQEBBQaR1DQ0N89913+O6779QQISGEEFKHGuhdUeqktZOHCSGEkLddQ7wUxePxyt1Rpso7zLR28jAhhBDy1tPQ5OGgoCDweDz4+/v/d2gF1musCcYYfH19MXr0aIwePRqvX7/GjBkzuNdTp06tVfs0YkMIIYRoKU2M2MTFxSEsLAwdO3aUK1dkvcaa8PHxkXv9/vvvl6szZcqUGrdPiQ0hhBCirdQ8xyY3NxeTJk3Ctm3bsGbNmv+aYwwhISFYtmwZRo8eDQDYs2cPrKyscPDgQfj5+dXsgAB27dpV430VQZeiCCGEEG2l5KWo7Oxsue3N26orMmvWLAwdOrTcI1KqW69Rm1FiQwghhGip0ktRimwAYGtrCxMTE24LCgqqtO3Dhw8jISGhwjpVrddY1VqM2oAuRRFCCCHaSslLUWUXNq1s+aCUlBR88sknuHDhAgwNDStttibrNdY1SmwIIYQQbaVkYtO4cWOFFjaNj49Heno6nJ2duTKpVIorV64gNDSUe/JvVes1aiu6FEUIIYRoKWUvRSlqwIABSExMxK1bt7itW7dumDRpEm7duoUWLVpUu16jtqIRG0IIIURbqemuKGNjYzg5OcmVCYVCmJmZceXVrdeorSixIYQQQrRUXT55WJH1GrURJTaEEEKIttLgWlFRUVFyrxVZr1EbUWJDCCGEaCtaBFNplNgQQgghWor376ZIPVKCEhtCCCFEW9GIjdIosSGEEEK0VF1OHq6vKLEhhBBCtBWN2CiNEhtCCCFEm1HSohSFEpvs7GylG1bkkc6EEEIIqRxdilKeQolNkyZNlFr0isfj4f79+2jRokWNAyOEEELeenQpSmkKX4r66aefYGpqWm09xhiGDBlSq6AIIYQQQiM2NaFQYiORSNCnTx+YmZkp1GiLFi2gr69fq8AIIYSQtx6N2ChNocQmOTlZqUbv3LlTo2AIIYQQ8h8asVEe3RVFCCGEaCsasVFajRKb2NhYREVFIT09HTKZTO694OBglQRGCCGEvPUosVGa0olNYGAgli9fjjZt2sDKykrubill7pwihBBCSNXoUpTylE5sNmzYgJ07d8LX11cN4RBCCCGEQyM2SlM6sdHR0YGrq6s6YiGEEELIG3iMgceqz1oUqfO20FF2h3nz5mHTpk3qiIUQQgghb2JKbARADUZsFi5ciKFDh6Jly5Zo165duefVHDt2TGXBEUIIIW8zmmOjPKVHbObMmYPIyEi0bt0aZmZmMDExkdtUrXnz5uDxeOW2WbNmAQB8fX3LvdezZ0+Vx0EIIYRoHI3YKE3pEZu9e/fi6NGjGDp0qDriKScuLg5SqZR7fefOHQwcOBBjx47lygYNGoRdu3Zxrw0MDDQSGyGEEKJONGKjPKUTG1NTU7Rs2VIdsVTIwsJC7vWXX36Jli1bws3NjSvj8/kQiUQai4kQQgjRCLorSmlKX4oKCAjAypUr8erVK3XEU6XCwkLs378fU6dOlXtmTlRUFCwtLdG6dWtMnz4d6enpGo+NEEIIUbXSERtFNlJC6RGbjRs34s8//4SVlRWaN29ebvJwQkKCyoIr68SJE8jMzJR7hs7gwYMxduxYSCQSJCcnY8WKFejfvz/i4+PB5/MrbKegoAAFBQXc6+zsbLXFTAghhNQYjdgoTenEZuTIkWoIQzE7duzA4MGDIRaLubJx48Zx/+/k5IRu3bpBIpHgzJkzGD16dIXtBAUFYdWqVWqPlxBCCKktGo1RjtKJzcqVK9URR7WePHmCixcvVns7ubW1NSQSCR48eFBpnaVLl2L+/Pnc6+zsbNja2qosVkIIIUQlGCvZFKlHANSj1b137doFS0vLau/GysjIQEpKCqytrSutw+fzK71MRQghhGgLuitKeQpNHjY1NcWLFy8UbtTOzg5PnjypcVBlyWQy7Nq1Cz4+PtDT+y8Xy83NxcKFC3Ht2jU8fvwYUVFRGD58OMzNzTFq1CiVHZ8QQgipE/QcG6UpNGKTmZmJ8PBwhR/Al5GRIffsmdq6ePEinj59iqlTp8qV6+rqIjExEXv37kVmZiasra3Rr18/HDlyBMbGxio7PiGEEFIXeLKSTZF6pITCl6J8fHzUGUeVPDw8wCq4figQCHD+/Pk6iOjto2NoCLRuXr48Kw/FT1I0HxAhhLwN6K4opSmU2MhklAq+bXQdWiDT2ZJ7ndtMB599dKhcvZA/B0Bn739LWOjnymB4OlYjMRJCSENHc2yUV28mDxPNeLbUBTI+IG2Th+VdfoLuv98WXVSc3Pq3vATpqv+mat191QzHuvcGjwH2P2ZAejdJI3ETQkiDRHdFKY0SGwIA+HuOC/J6vcLcTmdgrJsPnUoSmeq0FfyFT8f9BCnTwc6eLkh70QWtptwGZKqbc0UIIW8LGrFRHiU2BJmTe2HI1Ktobvii0pGZmpgqiUGRnS5Cf+qLZqPvqqxdQgh5a9AcG6UpvVYUaXia7P8Vh3/ppZa2XzN92E78Uy1tE0JIQ0drRSmPEhsCMAbjR7p4WmCm8qZ3PugFWWGRytslhJC3QukcG0U2AqAGiU3//v0rXGfp5cuX6N+/v0qCIponConB6Z3vIktqpLI218YOgc2H6TS/hhBCaohGbJSndGITFRWF0NBQjBw5Enl5eVx5YWEhoqOjVRoc0SyrjTE4/LWnStpa8+tQOH7+D6QvMlTSHiGEvJXoycNKq9GlqIsXLyItLQ09e/bE48ePVRwSqUtN98Zi65qKV0VX1Nf3BqLdZ8/pwX2EEFJLNGKjvBolNtbW1oiOjkbHjh3RvXt3REVFqTgsUmdkUpgcuI6N34xFllSo1K5SxsPOp71hO/FPFKemqSlAQgh5i8iY4hsBUIPEhsfjAShZIfvAgQP45JNPMGjQIGzevFnlwZE6whjMtl1D2O6heFZoqvBuYY/7gO/5BLLXr9UYHCGEvEXoUpTSlH6OTdk1m5YvXw5HR8c6XUuKqIf4qxjs0xmIPPtiBPX7sdJ63z/ug2cPLNF25QNIaWY+IYSoDA8KPqBP7ZHUH0onNsnJybCwsJArGzNmDNq2bYsbN26oLDCiHZqtiwFPTw/rZkwAAEjdX+Izx3PIk/ERuqlkLo7ljVw4/HoddO8TIYSomJqWVAgKCsKxY8fwxx9/QCAQwMXFBevWrUObNm3eaJJh1apVCAsLw8uXL9GjRw9s2rQJ7du3V/YsNErpxEYikVRY3r59e60/WVIzrLgYlqExAADdCy2xvdko8GQMltExdRwZIYQ0bOpaUiE6OhqzZs1C9+7dUVxcjGXLlsHDwwP37t2DUFgyv3L9+vUIDg7G7t270bp1a6xZswYDBw5EUlISjI2Na3A2mkFLKhClSO//Cd37dR0FIYS8JdS0pMK5c+fkXu/atQuWlpaIj49Hnz59wBhDSEgIli1bhtGjS0bn9+zZAysrKxw8eBB+fn7KHVCD6MnDhBBCiJbiMabwBgDZ2dlyW0FBgULHycrKAgCYmpbcMJKcnIy0tDR4eHhwdfh8Ptzc3BATo92j9ZTYEEIIIdpKpsQGwNbWFiYmJtwWFBRU7SEYY5g/fz569+4NJycnAEBaWskjO6ysrOTqWllZce9pK7oURQghhGipN0djqqsHACkpKWjcuDFXzufzq9139uzZuH37Nq5evVq+XZ78/VaMsXJl2oYSG0IIIURbKTnHpnHjxnKJTXXmzJmDU6dO4cqVK7CxseHKRSIRgJKRG2tra648PT293CiOtqFLUYQQQoi2UtPq3owxzJ49G8eOHcPly5dhb28v9769vT1EIhEiIiK4stI1IV1cXFRyaupCIzaEEEKIllLX7d6zZs3CwYMHcfLkSRgbG3PzZkxMTCAQCMDj8eDv74/AwEA4ODjAwcEBgYGBMDIywsSJE2twJppDiQ0hhBCirdT0gL4tW7YAAPr27StXvmvXLvj6+gIAFi9ejPz8fMycOZN7QN+FCxe0+hk2ACU2hBBCiNbiyUo2Reopo+zySBW2yeMhICAAAQEByjVexyixIYQQQrSVmkZsGjJKbAghhBBtpaYnDzdklNgQQgghWkrZ59gQSmwIIYQQ7UWXopRGiQ0hhBCirRi45RKqrUcAUGJDCCGEaC26FKU8SmwIIYQQbcWg4KUotUdSb1BiQwghhGgrmmOjNK1eKyogIAA8Hk9uK12YCyh5wFBAQADEYjEEAgH69u2Lu3fv1mHEhBBCiArJlNgIAC1PbACgffv2SE1N5bbExETuvfXr1yM4OBihoaGIi4uDSCTCwIEDkZOTU4cRE0IIIapROsdGkY2U0PrERk9PDyKRiNssLCwAlIzWhISEYNmyZRg9ejScnJywZ88evHr1CgcPHqzjqAkhRPsJ9HXrOgRCVE7rE5sHDx5ALBbD3t4e48ePx6NHjwAAycnJSEtLg4eHB1eXz+fDzc0NMTExVbZZUFCA7OxsuY0QQt42PB6vrkMg1SmdY6PIRgBo+eThHj16YO/evWjdujX+/vtvrFmzBi4uLrh79y63xLqVlZXcPlZWVnjy5EmV7QYFBWHVqlXlyotRRDPLCSH1QjGKACi2mGFZpfvQH3U1U9pvNel7pdHkYaVpdWIzePBg7v87dOiAXr16oWXLltizZw969uwJoPxfHIyxav8KWbp0KebPn8+9Tk5ORufOnXEVZ1UYPSGEqF9OTg5MTEyU2icjIwMAYGtrq46Q3hoZGRlK973SKLFRmlYnNmUJhUJ06NABDx48wMiRIwEAaWlpsLa25uqkp6eXG8Upi8/ng8/nc68lEgkA4OnTp+r/kCohOzsbtra2SElJQePGjes6HI42xqWNMQHaGZc2xgRQXMoojenevXsQi8VK729qagpA+37m1YYm/52ysrJgZ2fH9aNayQAocsWQ7ori1KvEpqCgAL///jveffdd2NvbQyQSISIiAl26dAEAFBYWIjo6GuvWrVOqXR2dkqlGJiYmWvOD602NGzemuBSkjTEB2hmXNsYEUFzKaNasGffzSxna/jOvNjT571STvlcWPXlYeVqd2CxcuBDDhw+HnZ0d0tPTsWbNGmRnZ8PHxwc8Hg/+/v4IDAyEg4MDHBwcEBgYCCMjI0ycOLGuQyeEEEJqjy5FKU2rE5tnz55hwoQJePHiBSwsLNCzZ0/8+uuv3KWjxYsXIz8/HzNnzsTLly/Ro0cPXLhwAcbGxnUcOSGEEKICMgbwFEhaZJTYlNLqxObw4cNVvs/j8RAQEICAgIBaHYfP52PlypVy8260AcWlOG2MCdDOuLQxJoDiUkZtY9LGc6otTZ6TRvuPRmyUxmMauV+NEEIIIYrKzs6GiYkJ3FvMhZ5O9QlUsawAFx9tRFZWVoObN6UsrR6xIYQQQt5qNGKjNEpsCCGEEG0lY1DoybE0x4ZDiQ0hhBCirZisZFOkHgFAiQ0hhBCivehSlNK0fhHMmgoKCkL37t1hbGwMS0tLjBw5EklJSXJ1eDxehdtXX33F1SkoKMCcOXNgbm4OoVAILy8vPHv2TG1xFRUVYcmSJejQoQOEQiHEYjGmTJmCv/76S66dvn37lot7/PjxNY7rypUrGD58OMRiMXg8Hk6cOCH3fm5uLmbPng0bGxsIBAI4Ojpiy5YtcnVU3VfVxRQQEIC2bdtCKBSiadOmcHd3x/Xr1+XqqLqfKpOTkwN/f39IJBIIBAK4uLggLi6Oe58xhoCAAIjFYggEAvTt2xd3795VeRyVCQoK4p79VMrX17dc35QuVaJpmzdvhr29PQwNDeHs7IxffvmlTuJ4k5+fH3g8HkJCQuTKNfWZetPff/8NX19fiMViGBkZYdCgQXjw4IFcHUW/f9rY17X1/PlzvP/++zAzM4ORkRE6d+6M+Ph4lR+nuu+5WsiY4hsB0IATm+joaMyaNQu//vorIiIiUFxcDA8PD+Tl5XF1UlNT5badO3eCx+NhzJgxXB1/f38cP34chw8fxtWrV5Gbm4thw4ZBKpWqJa5Xr14hISEBK1asQEJCAo4dO4b79+/Dy8urXFvTp0+Xi//777+vUUwAkJeXh06dOiE0NLTC9+fNm4dz585h//79+P333zFv3jzMmTMHJ0+e5Oqouq+qi6l169YIDQ1FYmIirl69iubNm8PDwwP//POPXD1V9lNlPvzwQ0RERGDfvn1ITEyEh4cH3N3d8fz5cwDA+vXrERwcjNDQUMTFxUEkEmHgwIHIyclReSxlxcXFISwsDB07diz33qBBg+T65uxZza+XduTIEfj7+2PZsmW4efMm3n33XQwePBhPnz7VeCylTpw4gevXr1e6XIEmPlOlGGMYOXIkHj16hJMnT+LmzZuQSCRwd3eX+3mmyPdPG/u6tl6+fAlXV1fo6+sjPDwc9+7dwzfffIMmTZqo/FjVfc/Vglb3Vh57S6SnpzMALDo6utI6I0aMYP379+deZ2ZmMn19fXb48GGu7Pnz50xHR4edO3dOY3HFxsYyAOzJkydcmZubG/vkk09UEkNZANjx48flytq3b8+++OILubKuXbuy5cuXM8bU31cVxVRWVlYWA8AuXrzIlamzn0q9evWK6erqstOnT8uVd+rUiS1btozJZDImEonYl19+yb33+vVrZmJiwrZu3arW2HJycpiDgwOLiIgo1xc+Pj5sxIgRaj2+It555x02Y8YMubK2bduyTz/9tE7iefbsGWvWrBm7c+cOk0gk7Ntvv5V7XxOfqTclJSUxAOzOnTtcWXFxMTM1NWXbtm1jjCn+/dO2vlaFJUuWsN69e6v9ONV9z1Wt9OeZu7UfG9RsTrWbu7UfA8CysrJUHkt902BHbMrKysoCgEoXLfv7779x5swZTJs2jSuLj49HUVERPDw8uDKxWAwnJyfExMRoJK7SOjwer9xfIAcOHIC5uTnat2+PhQsXqvWv/969e+PUqVN4/vw5GGOIjIzE/fv34enpCUAzfVWVwsJChIWFwcTEBJ06dZJ7T939VFxcDKlUCkNDQ7lygUCAq1evIjk5GWlpaXJ9w+fz4ebmpva+mTVrFoYOHQp3d/cK34+KioKlpSVat26N6dOnIz09Xa3xlFVYWIj4+Hi5vgEADw8PjXxuypLJZJg8eTIWLVqE9u3bV1pPk9+9goICAJD7fOnq6sLAwABXr14FoNj3T9v6WlVOnTqFbt26YezYsbC0tESXLl2wbds2lR+nuu+52tCIjdLeisnDjDHMnz8fvXv3hpOTU4V19uzZA2NjY4wePZorS0tLg4GBAZo2bSpX18rKCmlpaRqJ6/Xr1/j0008xceJEuYcuTZo0iVsI9M6dO1i6dCl+++03RERE1DquimzcuBHTp0+HjY0N9PT0oKOjg+3bt6N3794A1N9XlTl9+jTGjx+PV69ewdraGhERETA3N+fe10Q/GRsbo1evXli9ejUcHR1hZWWFQ4cO4fr163BwcODOv+yq81ZWVnjy5InK4ijr8OHDSEhIqHQOwODBgzF27FhIJBIkJydjxYoV6N+/P+Lj4zX2RNoXL15AKpVW2Dfq/NxUZt26ddDT08PcuXMrraPp717btm0hkUiwdOlSfP/99xAKhQgODkZaWhpSU1MBKPb907a+VpVHjx5hy5YtmD9/Pj777DPExsZi7ty54PP5mDJlisqOU933XG1kMii0dLeM7ooq9VYkNrNnz8bt27erzKp37tyJSZMmlcvGK8IYA4+nyDrytYurqKgI48ePh0wmw+bNm+Xemz59Ovf/Tk5OcHBwQLdu3ZCQkICuXbvWOrayNm7ciF9//RWnTp2CRCLBlStXMHPmTFhbW1c6GgCorq8q069fP9y6dQsvXrzAtm3b4O3tjevXr8PS0hKA5vpp3759mDp1Kpo1awZdXV107doVEydOREJCAlenbD+os29SUlLwySef4MKFC5V+pseNG8f9v5OTE7p16waJRIIzZ87IJfiaoMm+KXXgwAH4+flxr8+cOYMNGzYgISGhymOr+zNVNq7w8HAcPXoU06ZNg6mpKXR1deHu7o7BgwdX21ZF/VgXfa1OMpkM3bp1Q2BgIACgS5cuuHv3LrZs2aLSxAZQ7HuucnRXlNIa/KWoOXPm4NSpU4iMjISNjU2FdX755RckJSXhww8/lCsXiUQoLCzEy5cv5crT09PL/dWj6riKiorg7e2N5ORkREREVPuI7K5du0JfX7/cnRKqkJ+fj88++wzBwcEYPnw4OnbsiNmzZ2PcuHH4+uuvAai3r6oiFArRqlUr9OzZEzt27ICenh527NhRaX119VPLli0RHR2N3NxcpKSkIDY2FkVFRdxf9gDK/VWszr6Jj49Heno6nJ2doaenBz09PURHR2Pjxo3Q09OrcEK3tbU1JBKJWj5DlTE3N4eurq5G+6aUl5cXbt26xW0xMTFIT0+HnZ0d12dPnjzBggUL0Lx580rbUfVnqmxc3bp1g7OzM27duoXMzEykpqbi3LlzyMjIgL29PQDFvn912dfqZG1tjXbt2smVOTo6qmVCdFXfc7WhS1FKa7CJDWMMs2fPxrFjx3D58uUqP3g7duyAs7NzubkZzs7O0NfXlxtiTk1NxZ07d+Di4qK2uEqTmgcPHuDixYswMzOrtt27d++iqKgI1tbWNYqrKkVFRSgqKoKOjvzHRVdXF7J/hz/V0Vc1wRjj5iRURJ39BJQkWtbW1nj58iXOnz+PESNGcMnNm31TWFiI6OhotfXNgAEDkJiYWO4X5KRJk3Dr1i3o6uqW2ycjIwMpKSlq65uKGBgYwNnZudxlnIiICLV/boyNjdGqVStu++ijj3D79m25PhOLxVi0aBHOnz9faTuq/kyVjUsgEHDvmZiYwMLCAg8ePMCNGzcwYsQIAIp9/+qyr9XJ1dW13KM87t+/D4lEorZjVvQ9Vxu63Vt5dTNnWf0+/vhjZmJiwqKiolhqaiq3vXr1Sq5eVlYWMzIyYlu2bKmwnRkzZjAbGxt28eJFlpCQwPr37886derEiouL1RJXUVER8/LyYjY2NuzWrVtydQoKChhjjD18+JCtWrWKxcXFseTkZHbmzBnWtm1b1qVLlxrHlZOTw27evMlu3rzJALDg4GB28+ZN7k4sNzc31r59exYZGckePXrEdu3axQwNDdnmzZvV1ldVxZSbm8uWLl3Krl27xh4/fszi4+PZtGnTGJ/P5+4eUUc/VebcuXMsPDycPXr0iF24cIF16tSJvfPOO6ywsJAxxtiXX37JTExM2LFjx1hiYiKbMGECs7a2ZtnZ2SqNoypv3s2Tk5PDFixYwGJiYlhycjKLjIxkvXr1Ys2aNdNoTIwxdvjwYaavr8927NjB7t27x/z9/ZlQKGSPHz/WaBwVKXtXlCY/U2/64YcfWGRkJPvzzz/ZiRMnmEQiYaNHj5aro8j3T5v7uqZiY2OZnp4eW7t2LXvw4AE7cOAAMzIyYvv371f5sar7nqtS6V1RA5r6ME+z6dVuA5r60F1R/2qwiQ1KFtcot+3atUuu3vfff88EAgHLzMyssJ38/Hw2e/ZsZmpqygQCARs2bBh7+vSp2uJKTk6utE5kZCRjjLGnT5+yPn36MFNTU2ZgYMBatmzJ5s6dyzIyMmocV2RkZIXH9PHxYYwxlpqaynx9fZlYLGaGhoasTZs27JtvvmEymYxrQ9V9VVVM+fn5bNSoUUwsFjMDAwNmbW3NvLy8WGxsLLe/OvqpMkeOHGEtWrRgBgYGTCQSsVmzZsl9pmQyGVu5ciUTiUSMz+ezPn36sMTERJXHUZU3E5tXr14xDw8PZmFhwfT19ZmdnR3z8fGp1b9XbWzatIlJJBJmYGDAunbtWuXjDzSpbGKjyc/UmzZs2MBsbGy4f6vly5dzf+iUUvT7p619XRs///wzc3JyYnw+n7Vt25aFhYWp5TjVfc9ViUtsmkxhnk0/rHYb0GQKJTb/4jFGF+YIIYQQbZKdnQ0TExMMMJkMPZ5BtfWLWSEuZe1DVlZWtXMyG7q34q4oQgghpF6SyQAeLYKpDEpsCCGEEG3FzWBQpB4BKLEhhBBCtBaTycAUGLFhNGLDocSGEEII0VY0YqM0SmwIIYQQbSVjAI8SG2VQYkMIIYRoK8ag0FpRlNhwGuyThwkhhJD6jsmYwltNbN68Gfb29jA0NISzszN++eUXFZ+B5lFiQ4iaREVFgcfjgcfjYeTIkQrt4+vry+1z4sQJtcZHiDYr/R40adKkVu3U5HuoVZhM8U1JR44cgb+/P5YtW4abN2/i3XffxeDBg9WyzpYmUWJDiJolJSVh9+7d3Ovc3FyMHz8e1tbWGD9+PPLy8rj3NmzYgNTU1DqIkpCaeTMZf3MbNGhQubr29vY4d+4cl2xkZmZW2fauXbtw//597vXNmzfRpUsXNGrUCF5eXnKLfhYXF6Nr166Ii4uTa8PFxQWpqanw9vau3YnWEXWO2AQHB2PatGn48MMP4ejoiJCQENja2mLLli1qOBPNocSGEDWztLSU+6szJCQEjRo1woULF2BkZISQkBDuPRMTE241cELqi0GDBiE1NVVuO3TokFyd27dvIyMjA/369VO43SZNmsDS0pJ7/eGHH6J///5ISEhAZmYmAgMDufe+/vpr9O7dG927d5drw8DAACKRSG4x0fqkmBWgWKbAxkoW/83OzpbbKlsUuLCwEPHx8fDw8JAr9/DwQExMjNrPS51o8jAhCsjKysLs2bPRs2dP/Pnnn9i+fTt69uyJHTt2wNbWVqm2MjMz0bp1a3To0AFt27bFixcv1BQ1IZrB5/OrTchPnjwJT09P8Pn8Gh/n999/x4EDB9C6dWtMmDABp0+fBgA8evQIO3fuRHx8fI3b1jalCdnVtLMK79OoUaNyP49WrlyJgICAcnVfvHgBqVQKKysruXIrKyukpaXVKGZtQYkNIQqYNWsWrl27hoULF2LOnDnYunUrfvjhBwwdOhS//fYbeDyewm3Nnj0bAwYMwLJly9CqVStcvHhRjZEToh1OnTqFTz75pFZtdOrUCREREWjVqhUuXbqEjh07AgBmzJiB9evXw9jYWBWhagVDQ0MkJyejsLBQ4X0YY+V+FlWXSJatX1Eb9Q1diiKkGllZWTh48CDWrl2LJk2agDGGd955B9988w0SExPLXdOvTvPmzfHgwQOkpKTg3r17aNasmZoiJ0QzTp8+jUaNGsltq1ev5t5//vw5fvvtNwwZMqRWx9m+fTt++ukntGzZEgYGBli6dCn27t0LIyMjdO/eHZ6enmjVqhWWL19e21PSCoaGhmjcuLHCm4mJSbmyyhIbc3Nz6OrqlhudSU9PLzeKU9/QiA0h1Xj06BEYY3BxcYFM9t+dBx06dIC+vj4ePXqEd955R6k2dXR0aC4NaTD69etXbsKpqakp9/+nTp2Cq6urXFlNtG/fHtHR0dzrjIwMBAQE4MqVK5gzZw5cXV1x7NgxdO/eHT169MDw4cNrdbyGzMDAAM7OzoiIiMCoUaO48oiICIwYMaIOI6s9SmwIqYaurm6F5YwxyGSyBjX8TUhNCIVCtGrVqtL3T506pZZflvPmzYO/vz9sbGwQFRWFNWvWQCgUYujQoYiKiqLEphrz58/H5MmT0a1bN/Tq1QthYWF4+vQpZsyYUdeh1QolNoRUo3TY+/r163J3XNy6dQtSqRSOjo51GB0h2i03NxeRkZHYtGmTStu9dOkS/vjjD+5RClKpFEVFRQDA/ZdUbdy4ccjIyMAXX3yB1NRUODk54ezZs5BIJHUdWq3QHBtCqiEUCvHRRx9h6dKlSEhIAAAkJibiww8/xHvvvYcWLVrUcYSE1K2CggKkpaXJbaV3+507dw4ODg4q/Z7k5+dj1qxZCAsLg45Oya8xV1dXbNq0Cb/99huOHj0KV1dXlR2vIZs5cyYeP36MgoICxMfHo0+fPnUdUq3RiA0hCli/fj1evXqFKVOmAAD8/PwwdOhQhIWF1XFkhNS9c+fOwdraWq6sTZs2+OOPP3Dy5Mlyl6FK56rp6dXsV9AXX3yBYcOGoXPnzlzZxo0bMXHiRPTp0wcTJ07EmDFjatQ2qf8osSFEAQKBADt27MCKFStgb2+PmJgYuR+qhLytdu/eLfdk7TdJpVKcPXsW4eHhcuXp6ekQCoVo1KhRjY4ZFBRUrqxVq1aIjY2tUXukYaFLUYSomY2NDSZMmKBQ3RkzZtT4hz0h2iYjIwPz5s3j5qYVFBTg3r17CA0Nhbu7e7X7T5gwATY2NrWK4ZdffkGjRo1w4MCBWrVD6g8eY7TWOSGKevz4Mezt7XHz5s1qR2zy8/Px/PlzACVPBFXk9u709HRkZ2cDAKytrSEUCmsdMyHa4sSJE5g8eTJcXFywbds22NnZVVr34cOHAEruSrS3t6/xMWvyPST1GyU2hBBCCGkw6FIUIYQQQhoMSmwIIYQQ0mBQYkMIIYSQBoMSG0IIIYQ0GJTYEEIIIaTBoMSGEEIIIQ0GJTaEEEIIaTAosSGEEEJIg0GJDSGEEEIajP8HQxgNrm1gbIoAAAAASUVORK5CYII=",
      "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": [
      "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_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": [
      "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_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": [
      "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_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": [
      "6.967278530584211 0.0\n"
     ]
    }
   ],
   "source": [
    "#入力データのグラフの出力\n",
    "E = E * 0.0\n",
    "R_i = 1.0\n",
    "E = E_WAtoFL * R_i *100\n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "plt.imshow(E.T,vmin=0.0, vmax=7.0)\n",
    "plt.colorbar (label=\"E/J [%]\")\n",
    "\n",
    "plt.xlabel('x [m]')\n",
    "plt.ylabel('y [m]')\n",
    "plt.xticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "plt.yticks([0,50,100,150,200,250,300,350,400],[\"-100\",\"-75\",\"-50\",\"-25\",\"0\",\"25\",\"50\",\"75\",\"100\"])\n",
    "\n",
    "theta2 = np.linspace(0, 2*np.pi, 100)\n",
    "a = 2*r * np.cos(theta2) + 200\n",
    "b = 2*r * np.sin(theta2) + 200\n",
    "plt.plot(a,b, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "theta3 = np.linspace(0, 2*np.pi, 100)\n",
    "c = 4*r * np.cos(theta2) + 200\n",
    "d = 4*r * np.sin(theta2) + 200\n",
    "plt.plot(c,d, color='black', linestyle=\"dashed\") #円の描写しない場合はここをコメントアウト\n",
    "\n",
    "x = np.linspace(0, 401, 401)\n",
    "\n",
    "# create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axtop = divider.append_axes(\"top\", size=1.0, pad=0.3, sharex=ax)\n",
    "plt.title(\"\\\"WA to floor \\\" θ = {}, R = {}\".format(theta,R_i))\n",
    "# plt.title(\"max = {}\".format(np.max(E)))\n",
    "plt.ylabel('E/J [%]')\n",
    "axright = divider.append_axes(\"right\", size=1.2, pad=0.5, sharey=ax)\n",
    "\n",
    "\n",
    "axtop.plot(x, E[:,200]) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axtop.axis([0,400, 0, 7])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "axright.plot(E[200], x) #marker=\"o\", ms=1, mfc=\"k\", mec=\"k\")\n",
    "axright.axis([0, 7, 0, 400])\n",
    "\n",
    "\n",
    "# plt.tight_layout()\n",
    "\n",
    "plt.show()\n",
    "\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "11.3982576950302 3.4999980173973695\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "R_i = 1.0\n",
    "E = E_WAtoWA * R_i *100 \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=11.0)\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"100\",\"75\",\"50\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J [%]\",shrink=0.7)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.15)#, sharey=ax)\n",
    "axright.plot(E.T[90],a_WA)\n",
    "plt.xlim(0, 11)\n",
    "plt.yticks([])\n",
    "# plt.xticks([6,9,12])\n",
    "# plt.yticks([])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_WA,E[50])\n",
    "plt.ylim(0, 11)\n",
    "# plt.yticks([6,9,12])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [%]')\n",
    "\n",
    "plt.title(\"\\\"WA to wall of the hole\\\" θ = {}, R = {}\".format(theta,R_i))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3.6627067191092975 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": [
      "0.056164726903627796 3.796637409568582e-05\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": [
      "0.29259994167995673 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": [
      "0.1804060974852462 0.003632945212576485\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "R_i = 1.0\n",
    "E = E_CWtoCW * R_i *100 \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=0.0005,)\n",
    "plt.xticks([0,45,90,135,180,225,270,315,360],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.yticks([0,50,100],[\"100\",\"75\",\"50\"])\n",
    "\n",
    "plt.colorbar (label=\"E/J [%]\",shrink=0.7)\n",
    "\n",
    "plt.xlabel('φ [°]')\n",
    "plt.ylabel('z [m]')\n",
    "\n",
    "# # create new axes on the right and on the top of the current axes.\n",
    "divider = make_axes_locatable(ax)\n",
    "axright = divider.append_axes(\"right\", size=0.8, pad=0.15)#, sharey=ax)\n",
    "axright.plot(E.T[90],a_WA)\n",
    "plt.xlim(0,0.005)\n",
    "# plt.xticks([0,6,9])\n",
    "plt.yticks([])\n",
    "plt.xlabel('E/J [%]')\n",
    "\n",
    "E=np.fliplr(np.flipud(E))\n",
    "\n",
    "axtop = divider.append_axes(\"top\", size=0.8, pad=0.3)#, sharey=ax)\n",
    "axtop.plot(b_WA,E[50])\n",
    "plt.ylim(0, 0.0005)\n",
    "# plt.yticks([0,6,9])\n",
    "plt.xlim(-90, 270)\n",
    "plt.xticks([-90,-45,0,45,90,135,180,225,270],[\"270\",\"225\",\"180\",\"135\",\"90\",\"45\",\"0\",\"-45\",\"-90\"])\n",
    "plt.ylabel('E/J [%]')\n",
    "\n",
    "plt.title(\"\\\"CW to wall of the cavern\\\" θ = {}, R = {}\".format(theta,R_i))\n",
    "print(np.max(E),np.min(E))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 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": [
      "2.023099080440597 0.006128046020930042\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": [
      "0.0 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": 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": [
      "0.07130455604251071 0.00015408629024964848\n",
      "0.008913171361161465\n",
      "0.022233927597503644\n",
      "0.0037652303992449536\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",
    "\n",
    "print(np.max(E),np.min(E))\n",
    "print(E[200,0])\n",
    "print(E[101,201])\n",
    "print(E[75,50])"
   ]
  },
  {
   "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": [
      "0.07130455604251071 0.00015408629024964848\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": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.8660254037844387 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": 34,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.11636388199033415 0.0349999801739737\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": 26,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.9311166718981682 0.04338113586761329\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#反射光データのグラフの出力\n",
    "\n",
    "E = E_WA_all \n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "plt.imshow(np.fliplr(np.flipud(E)),vmin=0.0, vmax=0.2,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": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.8660254037844387 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": 33,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.03843013721866961 3.632945212576485e-05\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": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.8674346631268077 3.632945212576485e-05\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": 32,
   "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": [
      "0.02023099080440597 6.128046020930042e-05\n",
      "0.008835820424436838\n",
      "0.0002776255060910619\n",
      "0.0005317707440208758\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[400,200])\n",
    "print(E[200,400])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "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": [
      "0.02023099080440597 6.128046020930042e-05\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
}
