{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "作业13\n",
    "• 假设一颗大质量的恒星为40,000 K的O型星，其热光度为太阳的10万倍，假设周围是中性星际气体（全部为氢原子，$n \\sim 10cm^{-3}$)均匀分布，\n",
    "其在10000年内能电离的球形空间的半径为多大？"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "249.9726301232052\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "#O型星的光度L=10^5Lsun\n",
    "L = 10e5 * 3.828 * 1e26 #单位：W\n",
    "#电离氢所需的光子能量为13.6eV\n",
    "E = 13.6 * 1.602 * 1e-19 #单位：J\n",
    "#每秒电离的氢原子数\n",
    "N = L/E #单位：photons/s\n",
    "#10000年内电离的氢原子数\n",
    "N_total = N * 10000 * 365 * 24 * 3600\n",
    "#电离的氢气体积\n",
    "n = 1e6 # 单位：m^3\n",
    "#N_total = n * 4/3 * np.pi * r**3\n",
    "r = (N_total / n / 4 * 3 / np.pi)**(1/3.)\n",
    "r = r/(9.461*1e15) #单位：光年\n",
    "print(r) #单位：光年"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#量级估计good\n",
    "#更好的是计算大于13.6ev的光子数"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "请对银河系中的各种物质成分的质量比进行估算"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "银河系中的物质：\n",
    "\n",
    "暗物质：$1e12M_{sun}$\n",
    "\n",
    "恒星：$6e10M_{sun}$\n",
    "\n",
    "星际介质（尘埃和气体）：$1.02e10M_{sun}$\n",
    "\n",
    "中央黑洞：$4.1e6M_{sun}$\n",
    "\n",
    "恒星遗迹：$1e9M_{sun}$\n",
    "\n",
    "行星、卫星和其他天体：$1e9M_{sun}$\n",
    "\n",
    "质量比为：100:6:1:0.0000041:0.000001:0.000001"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
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jFRQUpH379skwDB04cEBt27bVgQMH0l3fLVq00PPPP6+QkBAtWbJEklSxYkU9+uij6faZWjc3ddK6cOGCOnbsqKCgIPO5+vXrq3HjxipWrJguXbqkLVu2KDw8XNeuXdOAAQM0Z84cDR48OJt3Im//jwQAAIDzubm5aeDAgfrxxx8lSXPmzNErr7ySZZ3o6Gjz71RJGjp0aK72fe7cOXXr1k1RUVGSJFdXVz3wwAOqVauWPD09FRMTo+DgYB08eFCRkZG52kdm3njjDU2aNEmS1LBhQzVp0kQWi0X79u1TYGCgJOnYsWPq2LGjtm3bpho1atzS/jZt2qRevXqZx1G4cGE1b95cdevWlaurq4KDg7VlyxbFxcXp6NGjeuihh7R9+3bVr1//1g40jcjISHXv3l3Hjx+Xj4+PfH19VaZMGZ07d07r169XQkKCrl+/rm7duunEiRPat2+f+vXrp8TERFWtWlWtWrWSl5eXDh8+rO3bt0uSjh49qiFDhuivv/7KdL+p3+EVLlxY9957r2rXri0fHx8VKlRIly5d0u7duxUSEiLDMPTNN98oPj5eEydOTNfOsGHDFBERoXXr1unvv/+WJHXq1En16tVLV7ZFixa5rpPWzz//rMGDB5uz37m7u+vBBx9UtWrVVKhQIR07dkzbt29XUlKSduzYoVatWmn37t0qV65chufCkX3sbdu2aezYsUpMTDRnPyxdurQuXbqk/fv3Z1sfAAAgS069JQAZutWR8jExMUbhwoXNNt56660Myz333HPG8uXLjdjY2AxfT0pKMmbMmGEULVrUkFJGRZ46dSrT/aa9c7Zw4cKGm5ubMXnyZMNqtdqUi4uLM7ezGyl/4sQJo3r16maZ1q1bG1evXs3+JGQj7R3gbm5uhiSjXbt2xpkzZ2zKXbt2zejQoYNZtkOHDkafPn0MScaLL75oREdH25QPCgoyKlasaJYfO3ZspjFMmzbNmDBhQpZ3AB88eNBo3ry52d6HH36YadmcjNq9lToxMTE2I6s7d+5sHD16NF2569ev29wxX6FCBePatWsZtplaJvXa8fb2Nn7//fd05dJeOzmxY8cO4+233zYCAgIyLXPx4kXDz8/PjKNTp06Zlk17/aSOAn7ggQeMoKAgm3JWq9X45ptvbI5v48aNmbab9lorWbKksXr16nRlFixYYHh4eJjXberPrQgODjYsFov5ebhy5UqW5S9dumT+jnFxccnwGs5upPz+/fvN1728vIwVK1Zkur+TJ08aH330kbFs2bIMX8/pSPnUc/ef//wn3TUVEhJidOzY0eb9vfl9TWXv52fo0KFmuZo1axp//fVXujJJSUnGxIkTzeupUKFCxrZt2zJt0x5pf7+6uroaFovFaNCggREYGGhT7saNG8aTTz5plq1du7Y5on7AgAHpZukIDQ01GjRoYJYfPnx4pjEsW7bM+PTTT7Oc2eTUqVNGt27dzPaeeuqpTMvaM3onL+okJyfbfB6bNm1q7N69O125GzduGGPHjjU/P0WLFs30/8nc/B8JAACAgmPHjh02fbSs+p+GYduf8PT0NCIjIzMsl11/56WXXjJfb9u2rRESEpJhO4mJiYa/v78xePDgDEdR53SkvKurqyHJKFWqlLFy5cp0ZVesWGEz2tjX1zfd376p7BkpHxYWZpQrV84s9+STT2bYF71w4YLx6KOPmuUaNWqU6ahxe6Xt36b2J59//nkjJibGptzN3wm9/vrrRuXKlQ03Nzdj6tSp6Y7/119/tfn+zt/fP9MY3nzzTWPx4sXG9evXM3zdarUay5YtM8qUKWO2l9UMjmlnUJwxY4Zd5yE3dQIDAw1PT0+z3ssvv5zhjJ4nT5402rRpY5Z75JFHMm0zr/vYaa+/woULGxaLxfjwww+NhIQEm3L01QAAwK0iKX8butWkvGEYRrVq1cw2Ro4ceUvxLFy40Gzrv//9b6blbp7Oau7cudm2nVVSfv/+/TYdru7du2d6A0FOpe1sSjLq16+fadtnz5616SRllzSaP3++Wa5evXq3HOu1a9eM8uXLm4ntzDqT+ZWUHzdunFnn4YcfznDau7TSdpY+++yzDMukPbcWiyXLxLWjPfLII2YsR44cybDMzddP7dq1jaioqEzbfPzxx82yo0ePzrDM6tWrbc5BVlP+p/1M5kVS3jAMm87vTz/9lGXZCRMmmGU7duyYYZnskvJp2xgzZswtxZ7TpHxW74NhGEZsbKxx3333mWX79++fYTl7Pj+bNm0yy1SuXNkICwvL8limT59u8/m6FWl/v0oyypYta1y8eDHDslFRUUapUqVsynfp0sVITk7OsPy2bdvMcl5eXtn+HshOQkKCec7d3d0zvTEkv5Lys2fPNus0btw4y8+3YRjGe++9l+21lZv/IwEAAFCw1KtXz67vTwzD9qbsIUOGZFouu/5Os2bNzNfzcpm/jNzcx3BxcTG2bt2aaZubNm0yb2CVZCxfvjzDcvYk5UeOHGmWefrpp7M8lqSkJJvzu3DhwizLZ+fmpbGyujF5wYIF6frrc+bMybR82qXwsuqn2ivtzSEDBgzItFx+JeXT3vT+0UcfZVk2OjraZhDIjh070pVxRB/75u8LsosTAAAgt1yEO5K3t7e5ffXq1Vtq6/HHH5eXl5ckae3atXbVadGihV1T+GZm48aNat++vTmN95AhQ7R06VJ5eHjkus2sfPbZZ5m2XaVKFT300EPm4yJFiujTTz/NtK1HH33UnGL+6NGj5hRyueXt7W1OtxwWFqYjR47cUnu3IjExUd9//70kycXFRZMmTVLhwlmvgvHpp5/KYrFIsp3yPDP9+/dXu3btbj3YXBo+fLi5be/1/tlnn5mfkYyMHDnS3N69e3eGZaZOnWpuDxw4UG3bts20vexez420U9Bn9z7NnTs3w3o5kXbaxDJlyuSqjdwqVqyYPv/880xf9/Dw0Ndff20+XrJkicLDw3O1r//973/m9qeffqry5ctnWX748OHmFICrV6/O9X4zMmbMGJUtWzbD17y8vNSjRw+b57766iu5uGT8Z0KrVq10zz33SEqZdjN1CsPccnV1Nf/PiIuL05YtW26pvVuV9n2bMGFClp9vSXrrrbfk4+MjSVqwYIGsVmuW5W/1/0gAAADcntJOQT9v3rxM/y48d+6c/P39zcfDhg3L9T6d2bcaMmSIzfclN2vbtq0GDRpkPp4yZUqu9nP58mWzn+rt7a3x48dnWb5QoUL65JNPzMf2fBdhLzc3tyz7k3379rVZdrBp06ZZ9pufeOIJczuz7wtyomXLluZ0/anLFTrLwYMHtX79eklSnTp19Oabb2ZZvmjRonrvvffMxxm9b47uY1eqVMlcwhMAACCvsab8HSptAsGepHBAQID27dun4OBgRUZGmmsAp0pNqgYEBMhqtWaaqEmVtlORU0uWLNGTTz6puLg4SdJLL72k8ePHmzHkNQ8PDz3yyCNZlmnYsKE2bdokSWrXrl2WHV13d3fVrFlTR44ckWEYCg4OVqNGjbJs/9KlS9qxY4eCgoJ09epVxcTEyDAM8/U9e/aY2wcOHMi2PUfZs2ePLl26JCklKVe1atVs61SsWFH16tVTUFCQAgMDde3aNTN5lZFbuXbsERsbqx07diggIECXL19WVFSUkpOTzddDQkLM7QMHDmTbnru7u3r27JllmSZNmpjbma2PnvYLGT8/v2z3O3ToUG3evDnbcvYaMGCA/v3vfyshIUGbN2/W2bNnzaRrWidPntTOnTslpRx7v379crW/tG3PmjVLTz/9tIoWLZq74HOoT58+Kl68eJZlOnXqpMqVK+v8+fNKTEzUli1b1Ldv3xztJykpyVwTsHDhwnadK4vFog4dOujvv/+WYRjatm2bevfunaP9Zia7/Tds2NDcrl27tu67775sy6eua3j69Gmb+hm5du2aduzYocOHDysiIkLR0dE2X1KmTewfOHBAvXr1yrI9RwkLCzM/+5UqVVKbNm2yrePu7q5WrVpp5cqVun79ugIDA7M8f47+PQcAAADn8PPz0zvvvCOr1aqQkBCtX79enTt3Tlduzpw5Zp+/cuXK6tixY673ec899+j48eOSpB9++MGudbPzStqbEDIzbNgwM7nq7+8vwzBy/P3O2rVrze+pevbsme1Ns1JKctrT01OxsbF5etNvu3btMr3ZWbL9TkjKWT/s9OnTdsVw7Ngx7dmzRydPntT169cVHx9v8x3S9evXJUkRERE6d+6cqlSpYle7eW3FihXmdv/+/VWoUKFs66T9LNz8vuVHH7tfv37ZDj4BAADILf7KuEOlTcRnlXyaNWuWPvnkEx07dsyudhMTE3X9+nWVKFEiy3LNmjWzL9CbTJs2Tc8++6yZJP3www/1zjvv5Kote9WpU0eurq5Zlkl7vPfee2+2baYtn/au9ZsdOXJEb7zxhlauXGmTGM5KXo6czant27fbxPHCCy/YVe/atWuSJMMwFBISkmVSPrfXTnauXLmi9957T7Nnz7Z79gJ7znXdunXl5uaWZZlSpUqZ26md47RCQkJ0+fJl83HLli2z3e+DDz6YbZmcKFGihLp3764lS5bIMAzNnz8/w7vY046S7927d7bJ7cx0795dXl5eio6O1v79+1W3bl2NGDFCPXr0ULNmzbL9TN4Ke86dxWJRy5Ytdf78eUnS/v37c5yUP3TokGJiYiSlfDHz+uuv21Uv7eiIc+fO5WifmfH29lalSpWyLOOo33Pnz5/Xm2++qV9++SXdDV+ZuV1+zxmGYffvuZMnT5rb586dyzIp76jfcwAAAHCu1AR76qxrs2fPzjQpn8rPzy/bgQ9ZGThwoDkiesyYMVqzZo0GDx6sLl26qFq1arluNzupfabstGzZUhaLRYZh6Nq1awoODlb16tVztK+0f6MfO3bM7r/RU5P/qYMf8uJG8AYNGmRbJid9K3v7VZK0fPlyvfvuu9q/f3+2MaQKDw93WlI+7fu2fft2u963tDcX3Nwfzo8+Nn01AADgSCTl71BpE38lS5ZM97phGHrqqac0Y8aMHLcdFRWVbVI+N1OmhYSE6OmnnzYf//jjjxo9enSO28mptFP9ZybtXbI5LZ+YmJhhmdWrV6tPnz52J6lS3ep0+LciNDTU3D569KiOHj2a4zayW07BEdPtnTlzRu3atTNH9drLnnNtz/WQNsGclJSU7vW0CXlPT0+bJH5mHNGpHjJkiJYsWSIpZZq4jJLy8+fPtymfWyVLltSMGTM0ePBgJSQkKCQkRB999JE++ugjeXh4qEWLFmrfvr169+6d553ijGYAyEjac5z2PbJX2s9LdHS0fvjhhxy3cavLj6Ry1u+5/fv3q1OnTjk+jtvl91xoaKhD3rf8nlYUAAAA+WfYsGFmUv63337Tjz/+aJMM3rVrl80sUfaMNs/KU089pTVr1uiXX36RlLIc4MaNGyWlzFzXtm1bdezYUY8++mie/h1aokQJu0asFy9eXN7e3ubN+pcvX85xUj7t3+i7d+/O1TTvV69ezZOkfF73rdKWzej7glRjx47VBx98YEeEtm6XvtX69evNqeztdXO/Kj/62PTVAACAI7Gm/B0oJibGHN0pKcP1laZMmWKTkO/Zs6fmzJmjwMBAXb161Zz6KvUn7TTl2a2VKylXa7+7uLjY3B2eX2un53TatLyYRv/y5csaOHCgmZCvXr26Pv/8c23dulWhoaGKjY2V1Wo1z//7779v1rXn/DtKRqO8cyqrTqaUu2snO4MHDzYT8sWLF9err76q1atX6/Tp04qOjlZycrJ5rjds2GDWs+dc58X1EB0dbW57enraVccRU7337NnTnMUgMDBQhw4dsnl9165d5qwapUqV0sMPP3xL+3v88ce1Z88e9e/f32a2gRs3bmjjxo0aN26cmjdvrubNm5vLR+SF3Jzj3HyRkR+fF3s54/dcfHy8+vXrZ37pUa5cOb3//vvy9/fXuXPnFBMTY/N7Lu3/SfyeAwAAQEH12GOPqVixYpJSvp/57bffbF6fPXu2ud2yZUtzvevccnFx0eLFizVz5sx0szWFhoZq0aJFevbZZ1WxYkU9/fTTunLlyi3tL5W9/SqJvtWt+uuvv2wS8m3atNGUKVO0f/9+hYeHKy4uzuY7vPbt25tlC3Lf6uYZJemrAQCAgo6R8negPXv22PzhmtFUzV999ZW5/fHHH2e75lh+3FlboUIFffzxxxo6dKisVqsmTJggi8Wib7/91uH7zm9TpkwxOxNNmjTRpk2bsrzD3Jl3NqeVtiP98ssva/z48U6Mxj7btm3T1q1bJUnFihXTzp07s/zSwxnnOu17Hxsba1ed1Cnb8lKRIkX0+OOPa+rUqZJSRsun/VIndR1AKWWKxLyYYr5Ro0ZavHixIiMjtXnzZm3atEmbN2/Wnj17zNHXe/fuVYcOHbRw4UL179//lveZm3Oc+qVaTqT9vDRu3DhHUwzeCX799VdzTcTKlStrz549KleuXKblb8ffc3379tXvv//uxGgAAABQ0Hh6eqpfv36aOXOmpJSp6v38/CSlzDC1aNEis+ytjpJPZbFYNGzYMA0bNkwnT57Uxo0bzb7VqVOnJKUkI6dNmyZ/f39t3779lkcE29uvkvK2b/XNN9/opZdeynEbBdmXX35pbo8aNUo//fRTluVvx77VkiVL1KdPnzxr727sYwMAgIKPkfJ3oMWLF5vbLi4uat26tc3r586d0/HjxyWlTDf23//+N8v2IiMj82wK5ewMHjxYs2fPNkfMf/fdd3r55ZfzZd/5KXW9N0l65513sp3y7cyZM44OyS5pE2qp19DtLu25Hj58eLajEJxxrtN+GRIbG6uIiIhs6+TVWuM3Szsl/fz588313JKTk22+PLqVqeszUrx4cfXo0UOff/65tm3bpvDwcM2cOdNcA9Fqtepf//qXbty4ccv7sncZg7TlSpcuneP9pP28nDp1yqkjFJwh7WfvlVdeyTIhL/F7DgAAAHeOYcOGmdvr1q0zp91esWKFwsPDJUlubm564okn8nzfNWvW1MiRIzVz5kydPHlSx44d02uvvWZOk37y5MlcTYN+s6tXr9qV/I2MjLQZ4Xyrfau77W/05ORkczkCFxcXffTRR9nWyenSfY6S1+/b3d7HBgAABR9J+TtMeHi4zVRo3bp1M6ejTpV2Daa6devarF+VkS1btpiJufwwePBgzZo1y0zMf/vtt3rllVfybf/5Ie170KBBgyzLJicnmyO9s5KbKdFyWqdly5bm9saNG83p929nOTnXkvJ0mnR7VapUySYxv2PHjmzr2FMmN9q1a2euuX7+/Hmz8//XX3/p4sWLklK+5GnVqpVD9p+qePHiGjZsmNavX68iRYpISvn9tn379ltu2542DMPQzp07zcdNmzbN8X4aN25sxh4ZGZknsRckjvjs5cfvubSzyxw+fNhmORgAAADAHu3bt7e5wTh11rG039f06tVLJUuWdHgstWvX1pdffqlx48aZzy1btuyW2725z5SZnTt3mt8p+fj45Hg9ecn2u4jVq1fnuH5BFh4eroSEBElS2bJls53h4MiRI+aNH1nJ7++Q8uJ9u9v72AAAoOAjKX8HMQxDw4YNs1mfesyYMenKpV233Z7pxn788ce8CTAHhgwZYpOY/+abb+6oxHxO3oMlS5bowoUL2bbp7u5ubqdO+53XdVq3bm3e5BEdHa0pU6bYtR9nysm5Dg0NzZMvJ3LD19fX3J47d2625WfNmuWQOCwWiwYNGmQ+Tv3yKG1MgwcPdsi+M1K9enWbhG7qjQG3YtmyZdmuRbd27VqFhIRIklxdXdPNOGIPDw8PdezY0XxcEJZ7yEs5+ezt3btXu3fvzrbN/Pg9V716ddWvX998/M0339i1HwAAACCVxWIxp6yXUqawv3r1qv7880/zubSj6fNDz549ze286FdJKceVndRp/KWUfm9uksHdunUzB5ScOHHC5jze6dL2q27cuJHtoBl7v8PLj75V2mtu3bp1CggIsGs/mbnb+9gAAKDgIyl/h4iOjtYTTzyhFStWmM8NHjw4w0RS9erVzU5QYGCgTp48mWm7ixYtclpnZ8iQIZo5c6ZNYv4///mPU2LJazVq1DC3ly5dmmm5y5cv230zQqlSpczt1GRiXtcpUqSIzXICb7/9do46VXnV8c8Je891cnKyRo0a5bTR/0899ZS5vWjRIm3evDnTsosWLdKWLVscFkvaL49++eUXXblyRUuWLDGfy4up6+25c19KWfcwLCzMfHyr6x5KKevrvfnmm5m+fuPGDb322mvm4z59+uR6v2+88Ya5/euvv9p8IZUde27GuZ3Z+9mLjY3VqFGj7GozP37PSbbv27fffqu1a9faVU8q+O8bAAAA8kba9eIDAgL05ptvmiOey5Qpo0ceeSRP9mNv3yrtlOZ50a+SUm7e3rZtW6avb968WQsWLDAfP/3007naT6VKlWz6oaNHj7b7b3ur1arLly/nar+3g1KlSql48eKSpOvXr5uz2WVk69atdifl86Nv1aJFC3MAgmEYGjJkiCIjI+3aV0JCQoZLad7NfWwAAFDwkZQv4C5cuKCvvvpK9957r81a8i1bttTUqVMzrFO6dGlzCimr1ar+/fvr6NGjNmWsVqt++OEH+fn5qVChQjZ3w+YnPz8/m8T8+PHj74jEfNq7hT/77LMMR0bv27dP7du317lz51S0aNFs22zUqJG5vXPnTrvWEMtNnVdffdUcuRwVFaU2bdpoypQp5pcLN4uIiNDUqVPVrFkzffnll9m2n9d69Ohh3oSyceNGvfbaa+nWJb9w4YL69eun5cuX23WuHaFr165q3769pJTOat++fbVmzZp05RYuXKgRI0bIzc3NYbHce++9aty4sSTp2rVreuaZZxQTEyMppVNdu3btW97H66+/rrZt22rWrFkZdrSllJtSRo4caSblixcvnqsR6zdzc3PTpEmT9Nprr6W7CSMsLEy9evXSoUOHzLK3st5i+/btbUbAjBw5Uq+//roiIiIyLB8fH6+lS5fq0UcfVe/evXO939tB2t9zs2fP1tdff63k5GSbMidOnFDXrl21b98+uz57NWrUMMudOXNGu3btckidIUOGmCMwkpKS1KNHD33++efm5+Bm0dHRWrBggTp27KgXX3wx2/YBAABw56tVq5ZN/2Xy5Mnm9uDBg7NdStBe99xzj0aNGiV/f/90f2+n2rFjh1544QXzcffu3W95v66urrJarerdu3eGU5OvWrVKffr0MUd2t2vX7pb2+8knn6hChQqSUhLCDzzwgH755ZdM1xUPCQnRt99+q3r16mnRokW53q+zubi42Jy3ESNGZNinWbx4sbp3767k5OQcf4e0ZMmSTL/TudU6EyZMkJeXlyTp0KFDatGiRZY3PZ84cUIff/yxqlevnuFSjndzHxsAABR8edMDgMOsWLHC5q5nq9WqyMhIXbt2TUeOHNHp06fT1Rk5cqS+/fbbLBPpH330kbp27Sqr1ar9+/erUaNGat26tWrUqKHo6Ght3rzZTIR9/PHHmjx5ss6cOZP3B2gHPz8/GYahESNGyGq1avz48bJYLPr666+dEk9eGD58uP73v//p2LFjio+Pl5+fnz755BPdf//9cnd3V2BgoPbs2SNJuv/++9WtWzd98cUXWbZZrlw5tW7dWlu3blVcXJzuv/9+Pfzww6pQoYJ5U0PNmjX13HPP3VIdLy8vLVu2TJ07d9bp06cVGRmpUaNG6fXXX1erVq1UqVIlWSwWXblyRUFBQTp69KjZSe7QoUOenkd71KtXT35+fubafV9//bXmz5+vBx54QGXLllVwcLA2bdqkhIQEFStWTF9++aVGjx6d73FaLBZNmzZNrVq10uXLl3XlyhV169ZNjRs3VuPGjZWcnKxdu3aZN9B88803NrMW5LUhQ4bowIEDkqTffvvN5vm8YBiGtmzZoi1btqhQoUKqW7eu7r33XpUoUUI3btzQ+fPntW3bNpt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      "text/plain": [
       "<Figure size 2000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 定义成分和质量比\n",
    "labels = ['Dark matter', 'Visible matter']\n",
    "sizes = [100, 6+1+0.0000041+0.000001+0.000001]  # 质量比\n",
    "# sizes = [size * 10**2 for size in sizes]  \n",
    "\n",
    "# 绘制饼状图\n",
    "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(10, 4), dpi=200)\n",
    "ax1.pie(sizes, labels=labels, autopct='%1.1f%%', startangle=140)\n",
    "ax1.set_title('Dark matter and visible matter')\n",
    "ax1.axis('equal')  \n",
    "ax1.legend(labels, title=\"Components\", loc=\"center left\", bbox_to_anchor=(1, 0, 0.5, 1))\n",
    "\n",
    "\n",
    "labels = [ 'Star', 'ISM', 'Central black hole', 'Stellar remnants', 'Planets and others']\n",
    "sizes = [6, 1, 0.0000041, 0.000001, 0.000001]  # 质量比\n",
    "# sizes = [size * 10**5 for size in sizes]  \n",
    "\n",
    "# 绘制饼状图\n",
    "ax2.pie(sizes, labels=labels, autopct='%1.1f%%', startangle=140)\n",
    "ax2.set_title('Visible matteer')\n",
    "ax2.axis('equal')  \n",
    "ax2.legend(labels, title=\"Components\", loc=\"center left\", bbox_to_anchor=(1, 0, 0.5, 1))\n",
    "\n",
    "plt.tight_layout()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "作业15 下载一个LAMOST或者SDSS观测到的星系光谱文件，画出相应光\n",
    "谱，测量至少一个Lick指数特征及其误差，并在图中标注"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filename: spec-55859-F5902_sp01-146.fits.gz\n",
      "No.    Name      Ver    Type      Cards   Dimensions   Format\n",
      "  0  PRIMARY       1 PrimaryHDU     123   ()      \n",
      "  1  COADD         1 BinTableHDU     30   1R x 6C   [3908E, 3908E, 3908E, 3908E, 3908E, 3908E]   \n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/katerina/opt/anaconda3/envs/py3.7/lib/python3.7/importlib/_bootstrap.py:219: RuntimeWarning: numpy.ndarray size changed, may indicate binary incompatibility. Expected 80 from C header, got 88 from PyObject\n",
      "  return f(*args, **kwds)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Flux')"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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ERERERERERFRkDDgQlbDQmwnYe/G+s4dBREREREREREREVKLcnD0AoopuwJe7AADpK8Y4eSREREREREREREREJYcZDkRERERUKOwZTURERERERFIMOBARERERERERERERUZEx4EBEREREhaJQMMeBiIiIiIiI8rGHA5UatVptdp1SqXTCSIiIiIiIiIiIiIgqN9P5Wkvzt45iwIFKTVBQkNl1er3eCSMhIiIiIiIiIiIiqtx8fX2LfZ8sqUREREREREREREREREXGDAcqNSqViiWUiIiIKhC2cCAiIiIiIiq/MjIyZD+r1WqLVWocwYADlRqlUsmAAxEREREREREREVEZUBJztSypRERERESFwgQHIiIiIiIikmLAgYiIiIiIiIiIiIiIiowBByIiIiIiIiIiIiIiKjIGHIiIiIiIiIiIiIiIqMgYcCAiIiKiQlEo2MWBiIiIiIiI8jHgQERERERERERERERERcaAAxERERERERERERERFRkDDkREREREREREREREVGQMOBARERFRobCFAxEREREREUm5OXsAVHmo1Wqz65RKpRNGQkRERERERERERFS5mc7XWpq/dRQDDlRqgoKCzK7T6/VOGAkREREVByY4EBERERERlV++vr7Fvk+WVCIiIiIiIiIiIiIioiJjhgOVGpVKxRJKRERERERERERERGVARkaG7Ge1Wm2xSo0jGHCgUqNUKhlwICIiIiIiIiIiIioDSmKuliWViIiIiKhQFAp2cSAiIiIiIqJ8DDiUoPT0dBw8eBBz587F6NGj0bx5c7i4uEChUEChUCAqKsqh/R0+fBhjx45Fo0aN4O3tjcDAQISEhGDWrFlIT093aFyzZs1CSEgIAgMD4e3tjUaNGmHs2LE4dOiQg78lERERVXZ6vd7ZQyAiIiIiIqIygCWVSlCfPn1w7ty5Iu9Hr9dj0qRJWLBggez67OxsJCYm4uTJk1i0aBHWr1+Pzp0729zX2bNnMXLkSERHR8uuj4qKQlRUFP78809MnDgR8+fP56pFIiIiIiIiIiIiIrIbMxxKkHS1n7+/P/r164datWo5vJ8PPvhADDY0btwYixcvxsmTJ7Fz506MGzcOABAdHY0hQ4aYBRKkoqKiZNuMGzcOO3fuxMmTJ7F48WI0btwYALBgwQJMmzbN4XESERFR5cQEByIiIiIiIgKY4VCixo0bhxo1aqBr165o2rQpFAoF+vXrh9jYWLv3cf78ecydOxcA0KxZM5w4cQIBAQHi7QMHDkTHjh3x9ttvIy4uDu+++y7Wrl1rcV9Tp05FXFwcAODHH3/ExIkTxdu6d++OUaNGISQkBBEREZgzZw6ee+45tG/fvjC/OhUzdY4Gkap0tGtQzdlDISIiIiIiIiIiIrKIGQ4l6O2338bo0aPRrFmzQpcnmjFjBnQ6HQBD5oE02CCYOHEiQkJCAADr1q3DtWvXzLYJDw/H+vXrAQA9evSQBRsEAQEBYiaFTqfDzJkzCzVmKn7v/H4KPT/Z7uxhEBERWaQHUxyIiIiIiIiIAYcyLSsrC1u3bgUANGzYEAMHDrS67fjx48XLljIcpNdJtzU1cOBABAcHAwC2bNmCrKwsh8dNxe92Yqazh0BERGSG/Z6IiIiIiIhIigGHMuz06dNQq9UAgP79+9s8qX/ooYfEywcOHDC7XXrdgAEDrO5HoVCIt2dkZODMmTMOjpqIiIgqG/ZwICIiIiIiIoABhzLt8uXL4uU2bdrY3LZBgwbw9fUFAFy5csXqvnx9fdGgQQOb+2rdurV42dK+iIiIiACACQ5EREREREQkxabRZVh0dLR4uaAgAQDUr18fV69exf3795GXlwd3d3cAQE5ODlQqld37kW4jHUNRCdka9lIqlcX22ERERFRymOFARERERERUdtk7L+vo/K0lDDiUYenp6eJlPz+/AreXbpOeni42mC7qfopLUFCQQ9vrOXshYjNOIiIiIiIiIiIiKgyhMk5pYEmlMkzasNnDw6PA7T09PcXLmZn5TYaLaz9EREREljAwTkRERERERAAzHMo0b29v8XJubm6B2+fk5IiXfXx8in0/RaVSqVgmiYiIqAJhCwciIiIiIqKyLyMjw67t1Gq1w1VqTDHgUIY5WtpI+sKR3re49lNUSqWSAQciIqIKiFUQiYiIiIiIyq7SnJNlSaUyTNq8OSYmpsDthW1q1aolNowGDCWSatasCQC4fft2gftxtFk1EREREREREREREREDDmVY27ZtxcuXL1+2uW1MTIyYmdCmTRur+0pPTy8weHHlyhXxsqV9EREREUkxw4GIiIiIiIgABhzKtK5du4rpLvv374fextn83r17xct9+/Y1u1163b59+6zuR6/XY//+/QAMqTZdunRxeNxERERUOSgU7OJARERERERE+RhwKMO8vb0xdOhQAEBUVBR27dplddtffvlFvDxq1Ciz25966imL25ratWsXoqKiAACPPfaYrOE0ERERkSV6MMWBiIiIiIiIGHAo86ZNmyauHpw4cSKSkpLMtlmwYAFOnDgBABgxYgRatmxptk3r1q0xfPhwAMDx48fx008/mW2TlJSEiRMnAgBcXFwwbdq04vo1iIiIqAJiggMRERERERFJuTl7ABXZjRs3cOTIEdl1sbGx4uV169YhMDBQ/NnX11eWiQAAnTp1wuTJkzFv3jxERESgW7dumDZtGjp27IjU1FSsWrUKy5YtAwAEBgZi7ty5Vsczb948HDlyBAkJCZg4cSLCwsIwevRo+Pv749y5c5g5cyYiIyMBAJMnT0bHjh2L+hRQMWFtbCIiKsv4PUVEREREREQAAw4l6siRI3jppZes3v7ee+/Jfg4ODjYLOADA7NmzkZ2djUWLFiEyMhLjx48326Z+/fpYv349GjVqZPXxGjVqhO3bt2PkyJG4ffs2li1bJgYrpN58803Mnj3b1q9GRERERERERERERCTDkkrlgIuLCxYuXIiDBw/iueeeQ3BwMDw9PREQEIDu3btjxowZuHTpErp27Vrgvrp27YpLly5h5syZ6N69OwICAuDp6Yng4GA899xzOHDgABYuXMgmkGUM/xxERFSWMcGBiIiIiIiIAGY4lKgXX3wRL774YrHtr0+fPujTp0+R91OlShV88MEH+OCDD4phVFQaWKqCiIjKIsbDiYiIiIiISIoBByo1arXa7DqlUumEkRAREVFx0jMyTkREREREVO6Yztdamr91FAMOVGqCgoLMruMEBRERUfnFEoxERERERETll6+vb7Hvkz0ciIiIiKhIuH6AiIiIiIiIAGY4UClSqVQsoURERERERERERERUBmRkZMh+VqvVFqvUOIIBByo1SqWSAQciIqIKiAkORERERERE5U9JzNWypBIRERERFQpbOBAREREREZEUAw5EREREVCR6NnEgIiIiIiIiMOBAVC5wHoeIiIiIiIiIiIjKOgYciKhCmLoiFNXHrXb2MIiIKiUGxomIiIiIiAhgwIGoXGCN7IKtOBiJXI3O2cMgIqpU+PVEREREREREUgw4EJUDXDlKRERlGb+miIiIiIiICGDAgYiIiIgKScEUPCIiIiIiIpJgwIGoAjgflQSdjutLK7vMHA1fB0TkFHqm4hEREREREREYcCCqEHp9tgO/7otw9jDIyYJe/QefrAlz9jCIiIiIiIiIiKiScnP2AKjyUKvVZtcplUonjKRiEVaVxqVmO3kkVBYcvqpy9hCIqBJiggMREREREVH5Yzpfa2n+1lEMOFCpCQoKMruOJRiKTngKWUabiIhKG796iIiIiIiIyi9fX99i3ydLKhGVc3oYIg6c9CEiImcRvouIiIiIiIiocmOGA5UalUrFEkolQKcz/K+o5CkOlfzXJyJyCn72EhERERERlV8ZGRmyn9VqtcUqNY5gwIFKjVKpZMChkKytHL0Rm4ZHvt4NgJM+rM5FROQ8/AwmIiIiIiIqf0pirpYllYjKsa1n7iAhPQcASyoRERERERERERGRczHgQFQOKOwIJ1T2kkpERERERERERETkXAw4EJUD9jTjZLyBiIhKG4PdREREREREJMWAA1GFUfqTPici4qFn4W4iokqP3wVEREREREQEMOBAVGGU9iLT+LRsPPL1bmwKvV26D0xERERERERERERlEgMORBVEaec35Gl0AIBkdW4pP7JlrOpBROQ8THAgIiIiIiIigAEHogqjtOtol7W5JU52ERGVPsZ6iYiIiIiISIoBByIqEmYWlC0KTv8RkRMw5ktEREREREQAAw5EFYazJv6ZWUBEVHkx6ExERERERERSbs4eAFUearXa7DqlUumEkVRMpT3nU9bmmDjpRUTkPHpGn4mIiIiIiMod0/laS/O3jmLAgUpNUFCQ2XWcoLCPPU8Tezg4ewRERERERERERETlh6+vb7HvkyWViCoIZ63wZ2YBEREx6EtEREREREQAMxyoFKlUKpZQKiRrk/rSrIbKPu/PwAcRUekr7ew6IiIiIiIiKj4ZGRmyn9VqtcUqNY5gwIFKjVKpZMChkMpiSSUiIiIBExyIiIiIiIjKn5KYq2VJJaIKguEGIiIqbfzuISIiIiIiIikGHIgqCCY4EBGRs+jZxIGIiIiIiIjAgANRhcGSSkRERERERERERORMDDgQVRClHW7galYiIhLwK4GIiIiIiIgABhyIKgxnJTgws4KIqPLiVwARERERERFJMeBAVEFw4p+IiJyFCQ5EREREREQEMOBAVGE4K9zA0kpEREREREREREQEMOBAVGEww4GIiJyFwWciooopWZ2LkxHxzh4GERERlSMMOBCVA/ZM5LCHAxERlT5+BxARVWQTl53Ew1/vdvYwiIiIqBxxc/YAqPJQq9Vm1ymVSieMpGIq7SkfexazXr2Tgqh4NYZ0qlvyAyIiIqdhfgMRUcWkztY4ewhERERUgkznay3N3zqKAQcqNUFBQWbXsQRDMSrlTAN7/nI9PtkOrU6P9BVjSnw8RERU+pjkRkRUsVXxdgcA5Gl0cHdjgQQiIqKKxtfXt9j3ySMGogqi9DMc9AU+rlbHgBIRUWXA9QNERBVTFR9DwCFZnePkkRAREVF5wQwHKjUqlYollIqZdGWps1aZco6JiIiIiKhi8vfxAAAkZeSipr+3k0dDRERExS0jI0P2s1qttlilxhEMOFCpUSqVDDiUoNJu3sxAAxERCVgikYioYvIXMxxynTwSIiIiKgklMVfLkkpEFURZbBpNpY/11ImoNJV2sJuIiEqX8Dmv0eqcPBIiIiIqLxhwICrHpJP+mlLul2BPD4fSVFbGQURUGTEGTURUMemM5xjszUZERET2YsChnGjYsCEUCoVd/3744YcC93f48GGMHTsWjRo1gre3NwIDAxESEoJZs2YhPT295H8hKnYBSo9SfbyydspR1sZDRFQZMNhLRFSxCYEGHdObiYiIyE7s4VDJ6PV6TJo0CQsWLJBdn52djcTERJw8eRKLFi3C+vXr0blzZyeNkuzlzEoWrNdNREQCficQEVVMWmY4EBERkYMYcChnunbtit9//93mNrVr17Z62wcffCAGGxo3boz3338fnTp1QkpKCtasWYNly5YhOjoaQ4YMwalTpxAcHFys4ycqKVxlS0RERERUvBhwICIiIkcx4FDOKJVKtG3btlD3PX/+PObOnQsAaNasGU6cOIGAgADx9oEDB6Jjx454++23ERcXh3fffRdr164tlnFT0dhzeF/apwBczEpERAJ+JxARVUwsqURERESOYg+HSmTGjBnQ6XQAgAULFsiCDYKJEyciJCQEALBu3Tpcu3atVMdYmU1eHopLMcnOHobdytIpR2pmLjJztc4eBhFRpePM0n5ERFTymOFAREREjmLAoZLIysrC1q1bARgaUA8cONDqtuPHjxcvM8Oh9Py6LwKfrz1v8TZhPifk4/+s3t9W/eznfjyMWZsuFWV4Dj1eaXtneaizh0BEVKmVnW8EIiIqTlrjgjUdAw5ERERkJwYcKonTp09DrVYDAPr37w+FjSWJDz30kHj5wIEDJT00krA2iS9ce/l2SqH2u/n0bXz974XCDcoKYahlYXVrUkaOs4dARFQp2TqeICKi8i+/pJKTB0JERETlBns4lDPh4eHo2bMnrl69CrVajWrVqqFVq1Z4+OGHMX78eNSsWdPi/S5fvixebtOmjc3HaNCgAXx9fZGRkYErV64U29iFgIe9lEplsT12eVGUlUPOSjgoC4kOnO4iInKuspT1RkRExSe/pJLOySMhIiKiorB3XtbR+VtLGHAoZ1QqFVQqlfhzXFwc4uLicPDgQUyfPh0//PCDrCSSIDo6WrzcoEGDAh+nfv36uHr1Ku7fv4+8vDy4u7sXeexBQUEObV8ZJy9Ma6NWxuegMLjCloiIiIio+LGHAxERUcXg6+tbao/FgEM54e7ujsGDB2PgwIFo164dqlevjuzsbFy9ehVr1qzBrl27kJWVhddeew1qtRqTJ0+W3T89PV287OfnV+DjSbdJT0+32GCaip/WJMDw5brzmLvlCro2qV7gffVFrKD93caLaFWvKoZ1rW/X9mUpGMJ4AxGRc5WhrwQiIipGLKlEREREjmLAoZw4deoUqlWrZnZ9jx49MG7cOKxcuRJjx46FVqvF+++/j0cffRQtWrQQt8vKyhIve3h4FPh4np6e4uXMzMxiCTioVKpKWSbJEaYrh7advVtqj/3N+osAgPQVY+zaXhhpWZjsLwNDICKqlPj5S0RUsTHDgYiIqGLIyMiwazu1Wu1wlRpTbBpdTlgKNkiNGTMGH374IQBAo9Hgxx9/lN3u7e0tXs7NzS3w8XJy8pvw+vj4ODJUq5RKpUP/KqoHP9mOc1FJsuvuJ2cCAExLozoykePI6tJP14Rh8+nbDuy9aI9X4spC1KOM4FNBRERERMWFAQciIqKKoTTnZBlwqEDefPNN8fLevXtlt5mWSCqINOplTwkmst+FmGQsP3BDdl2vz3YAAE5ExGPb2TtIVudixoaLNieP203dhI2nYgo1hh+2XcULC48U6r6CMlVSydkDICIiIiKqgHTGY34dAw5ERERkJwYcKpDatWsjMDAQAHDnzh3ZbdJG0TExBU9SC9vUqlWrWBpGk21xqdni5Wd/OITFu65h+oaLNu8TFa9G6M1E8Wfp/H9sShaOXYsr9nGWVVzVT0TkXGUpCE1ERMUnv4cDP+eJiIjIPgw4VDAKKzOvbdu2FS9fvnzZ5j5iYmLEDIc2bdoU3+DIbsLEjfj3dPD4fvjs/Rj07Z5iHpVcWTrlsPa6JyKiksWPXyKiio0llYiIiMhRDDhUILGxsUhISAAA1K1bV3Zb165dxRpc+/fvt7kSUVqOqW/fviUwUgKAWq/+g1cXHyu2/eklIYCkjBwbWxooiliIiIuciIhIwK8EIqKKScxwYMCBiIiI7MSAQwWyaNEiMZDQv39/2W3e3t4YOnQoACAqKgq7du2yup9ffvlFvDxq1KgSGCkBgDpHg9XHoizeJhzOiyEBB2MDLjaWnF6KSXZsZ1aUpfIZXGBLROQczDAjIqrYmOFAREREjmLAoRzYvn071Gq1zW1WrlyJ6dOnAwBcXV3x1ltvmW0zbdo0cWJg4sSJSEpKMttmwYIFOHHiBABgxIgRaNmyZVGHT8XBjuP70zcTsf9SLADbE/A9PtlerEMqC5NNZWEMRESVWRmKQRMRUTHS6nSG//lBT0RERHZyc/YAqGDfffcdRo8ejcceewy9e/dGixYtULVqVWRnZ+Pq1atYs2YNdu7cKW7/9ddfy3o2CDp16oTJkydj3rx5iIiIQLdu3TBt2jR07NgRqampWLVqFZYtWwYACAwMxNy5c0vtd6xsCipnVJjj+cW7r2Px7utIXzEGLi4lPwFvaYw6nR6rj93C6AcblWoQgPEGIiIiIqLip2NJJSIiInJQiQYcLl++XOimw/Pnz8ekSZOKeUTlV2pqKv7++2/8/fffVrdRKpWYPXs23njjDavbzJ49G9nZ2Vi0aBEiIyMxfvx4s23q16+P9evXo1GjRsUydrItNTO32PcpjTf4jV1pdbsrd1IwdMZe3Fr4ZLE87v7LsXjtlxNoXa8qOjYMKJZ92oPxBiIi5ypLZfaIiKj4sKQSEREROapESyp1794dv/32m0P3SU5OxhNPPIEpU6aU0KjKn7lz52L27Nl46qmn0LZtW9SuXRseHh7w9vZGvXr1MGTIEMyZMwfR0dE2gw0A4OLigoULF+LgwYN47rnnEBwcDE9PTwQEBKB79+6YMWMGLl26hK5du5bSb1e5WJqQqff6OqvbFXblvq0eDgKFAthwKgYJ6TmFWrFk6XfJ0xpTrkv5hIQllYiInIOfvkREFZvYNJqBZSIiIrJTiWY4ZGVlYfz48di3bx+WLFkCX19fm9sfO3YMo0ePxu3btzmBKNGlSxd06dKlWPfZp08f9OnTp1j3WRBLfSiUSmWpjsHZ7D1OL8rh/DvLT9kdqBACExpjbVZH2Bpjaa905ccFEZFzcRqKiKhiEno3sKQSERFRxWQ6X1tQH2F7lGiGQ/369aHX67F69Wp06dIF586ds7rtjBkz0K9fP9y5cwcAMHr06JIcGjlBUFAQfH19Zf8qG72DUzIF9Xqw5Ld9N+wK2CkU+aWXCpORYBpUiEvNwtFrcQ7vpzgw3kBE5BwM+BIRVWwsqURERFSxmc7VBgUFFXmfJRpwOH/+PIYNGwa9Xo8bN26gR48eWLRokWybuLg4DBw4EJ988gk0Gg28vLywdOlS/PXXXyU5NCKnKK2F//aUVAIgNpcuVMBBcjkmQY0mEzfgh21XHd5PcWBGFBGRc7HSBhFRxcSAAxERETmqRAMOVatWxcaNGzFv3jy4u7sjJycHEydOxKhRo5Camoq9e/eiY8eO2Lt3L/R6Pdq0aYPQ0FC8/PLLJTkschKVSoWMjAzZv8rG0QmZQvdwcLH3jvYHHLJyNdh78b74s/C7ZOdq0e+LnbJtS/t0hOEGIiIiIqLiJwYcGFkmIiKqkEznalUqVZH3WaIBB8E777yDo0ePonHjxtDr9Vi/fj1atmyJQYMGITY2Fnq9Hq+88gpCQ0PRunXr0hgSOYFSqTT7V9nY22zNdDNHSzHZG29wpKTSzI2XMHz2frPrJ/8Rivi0bJv3fXfFaWw+fVt2nV6vL7ZeD0xwICJyrtLu3UNERKVDqxV6ODh5IERERFQiSmK+tlQCDoCh8XFYWBgeffRR6PV6xMXFQafTwdfXF6tXr8Yvv/wCLy+v0hoOkVM4Oh8TV8BEvjV29XCAwqGSSulZebKfHZlcWrLnOt5YekJ2XZUXVuGjVWF278OWPC0nuoiInKEwvYaIiKj80BgjDSypRERERPYqtYADABw+fBgnT56EQqGAXq+HQqFAVlYWrl+/XprDIHIaezMVhO3uJ2cBcHxCR8hcKCgoIOzVnhMI074QxXHK8d/ZO8WwF54AERE5Gz+FiYgqJmFhj5YpDkRERGSnUgk4aLVavPfeexg2bBiSkpKg1+sxatQo+Pj4QKvV4vPPP8dDDz2E2NjY0hgOkdMI8+IFJSAUvaSSwuJ+TAmZEPZM2Lsaoxg647bFUT2juEohtannXzw7IiIiIiIikUZrCDSwch4RERHZq8QDDtHR0ejVqxfmzZsHnU6HatWqYdOmTVizZg1CQ0PRtm1b6PV6HDhwAB06dMDOnTsL3ilROVVaNa6FifyCAhWO9HAwLb9k63ex99e0p/STPXj+k4/lTYjIGTgRRURUMQkBB2YUExERkb1KNOCwYcMGdOrUCadOnYJer0fPnj0RFhaGxx9/HADQsmVLhIaGYvz48dDr9YiPj8fQoUMxbdo0aLXakhwakVPYOyFT1Ikb4f6m+zHtoyBkQggnErYIGQ5CHdeChrjz/F2rt327/gIA4EZsOi7FJBf42AWxtxk3EREVr+LKVCMiorJJI5ZU4vE2ERER2adEAw5PPvkkUlNTAQDTpk3DwYMHUb9+fdk2np6eWLx4MdasWQN/f3/odDrMnj0bvXv3LsmhETlFaU+Mmz7cX4cjxcvZeVokZuQAkJ9AHL6qwtFrcWb7yg9O2Pc7PDX3oNXbZm68JF4e9O0eu/YHAKmZucjJMw9GMt5ARORcpZXBR0REpSvPuDCJC3yIiIjIXiVeUqlGjRrYvn07pk+fDldXV6vbjRo1CmfPnkW3bt2g1+tx8uTJkh4aUakrreN0McOhgDyEG7HpAOQBh0dn7MVgC0EAN1dDwCHPjjqujkw8VfF2t3vbeq+vw8g5B8yu5wkQEZFzMMOBiKhi0+j0cHNVMMOBiIiI7FaiAYf+/fvj3LlzGDhwoF3bN2rUCEePHsWUKVOKrbY7UVnx4cqz2HT6dqk+pq6ASklCDwd7JuxdXUwbTDt20mEtCOGv9HBoP4euqsyus/Z7ht5M4KpbIqISlB/gJiKiikij1cHL3ZUBByIiIrKbW0nufM+ePQ4HDtzc3DBnzhw89NBDJTQqIuf4aUe43dsWlJlg7/0LCiQ4UiZJ7OFgR4aDI1yKIbZo6flKTM/BgC93YcVbvfBE1/rIztPCx7NwH3nt392MW3EZSF0+WmyeTURERERU0Wm0eni6uzKjmIiIiOxWohkORclSGDJkSDGOhKhy8TOWKUoy9miwxsUsa8E6IeDQfNJGnL6ZYLukkp3jBPKDHvaytLnOwvhzNYZeD8kZOfh2/QUEvfqP3Y9x7V4q9l+KFX++FZdh2Jc616GxOtv2sLsWnxsiouLChFQioootT6uDp7sLMxyIiIjIbiXew4FIoFarzf6RZaaT+Y4uKKoX4AMAiE6w/RwL80RaCzWJjl+Pl28rmVU6EZFQ5CwMgcMBB+Rvf+1eqlkQQPhdxOdMocARC02wbenx8XYMm7XP7PrytLLrTqIaT39/EFvOlG4ZLyICouIznPr428PuIlKVXqqPyfJ1REQVk0arhzdLKhEREVVYJTFfy4ADlZqgoCD4+vrK/pFlQtmiwnJ1Mby18zS29yPM9Vs6gRj4zW6TfeZP9H+48ixuxlqfzHrk691Wb5NmDgCAi4OfQsL2V+6koOu0bRj23V5ZIECdo5Vtr4A8SGGPPCvPf3k60cozlsnKyNY4eSRElcvBK7FoN3UzVClZThvD098fxJDpe0rlsRz9fCUiovJDp9NDpzeUVCrq+QkRERGVTaZztUFBQUXeZ4n2cGjcuHGh76tQKHDz5s1iHA1R2VHQov7f999waHtTwkrTgibIhawFjZXtIu6noVntKgDkAQcAWLz7umODMjLNHLC39Np/YXcM2xsnt3acuwcAOBeVjAea1hC3y8jKQxVvd0gSHBwOalhTnsoTCU9r+RkxUcUQl5oNAEjNykNQVW+njSM7r3QnhvhZQ0RU8WiMmcNsGk1ERESOKNGAQ1RUlF3bCROO0nT8ovR/oLJJpVJBqVQ6exjlQmaufJW+o5UqhM3HzD9kczvhffbakuMWb+/8wVakrxgDAHA1eU8W1ymHvSWVvlx7HkD+RLr0bnroUcXbHWlZecjIMazoFz5PFApFsa3ALcsnWqblTBRWrieikuXuaohwciUoERGVd0LGrKe7q9UFSkRERFS+ZWTISwKr1eoiZzmUaMChT58+BQYO1Go1rl+/jrS0NCgUCjRv3hy1atUqyWGRkyiVSgYcioFery8wACFMMpsGLqwpqNcDYJ7hUJiJbNPMDcB2wCEjOw+pmXmoG+AjTvZb2lyj1eOBZoHYfeE+MrLyjOOTPobDQ7VIa/I7z9t6BZ0bBaBfm7L3mZUfyLW9XUJ6NjaH3sa4Ac1KYVREFZ+bMeCQW0BJu4qGsU0ioopHCJ57e7hCy0A6ERFRhVQSc7UlGnA4cOCAXdvp9Xps3LgRb7/9NlJSUvDXX3+hS5cuJTk0onKr8wdbccNG/wTA/pX4jpQIcjGZtddoHZ9d+nVvhIX9Wt/+me8P4dBVFdJXjBFPeHLydPh63XnM2nxZ3E6do0E1pYdhXDrzlf62Ap+5Gi3cXV1k2ygUlifPTJ/Xz/85By93V8T/9oz1X8ICafZFcTEdr70Nrj//5zxWHLzJgANRMXF3M7yvnR1wKK3sJiakEhFVXEJfM093F6d/rxEREVH5USaaRisUCowYMQKHDh1CTk4OnnjiCSQmJjp7WERlUkHBBgCwP45g/4SUaYaDtcbKtlgKLrgoFGjwxjp8te682W3nopLEy9IAhzTYAAB7Lt5HVWPAQZhol/5mtjIcqo9bgyovrELH9zaL11krwVRQiZS/Dkdiw6kYm9sAwMg5BxD85r8FblcUQjCpoL9wUftS/LYvAneTMou0D6KKRCg/l21nhllFwfJtREQVj9Z4/O3l7lqoxUZERERUOZWJgIOgUaNGmDhxIu7du4cffvjB2cMhKjG/7DFf6W+Lo/M49q5ud2S/pqWPCrPKyTRoIew3WZ2L5QduIi0rTzapL53AslU3NjE9B/4+xoCDMNEuZhHYl0lwU5Vfs85a1kVBmSNvLD2BsT8dKfCx9ly8j2R1boHbOUJvEloQxlpQQME0c8VR7ywPxTvLTzl0nyPhcZj/39UiPS5RWSV8VmXmapw8ktLBDAcioopLWGDEptFERETkiDIVcACAAQMGAAA2bNjg5JEQlR2mk8kFbm/n5vYGJs5FJSEhPVt2XaEyHCzMTAnz3Z5uLqj72lpM/iPU4n0Lejwx4GD8lYT/FQqFOCFmOvlubUWu9QwH8+3L6mSb1s4Mh+Lob+FoaahR8w7gk9VhRX9gojJI+JwoaxkOt+IykFLMgU4pTkMREVU8QhDdy8MVGh1LKhEREZF9SrSHQ2H4+/sDAKKjo508EqKyw9EMB7t7ONi5396f7TC7Lq8QGQ6WVtML13m6G+Kfh6/GibdJh1fQc+Dv4w4AiEnIQGK6vxhMeWPpCQxsXxuA4XmRjiEnz7HfwVJJJWtT7YnpOaim9JA93lfrzsu2T8/Kg5+3u83H1On0mPDbSQRW8cTXz3Syul1hejgcCY/LD0zo9YXuKVFGYy5ETqE1Tshk5ZWtgEP7dzejXoAPrv4w3NlDISKickI43vdydxXLKxEREREVpMxlOEREGErNFGczVaLyzvGAg30T6UWpuV2cJZUAwMPNFYB8olw6vIJW4vv7eEChAF775QR6fvKfLOgifJ6Yrszq+4V5IAWwXlLJVlknUw0n/It5267Irpu9+bKs/8SE304WuJ+tZ+/gr8OR+GGbYyWIxGwOG3/jIdP34M9DkQCAZHUuhs/aV+ZWZROVN0I2VlksPXGnBPutsIUDEVHFo2WGAxERERVCmQo4ZGdn47vvvgMANG/e3MmjISo77C19lL998W5nSXGVVAq/mwogP8NBWvZIGhApqNeAn5ebuP97yVmy/QgPa1oS6cqdVIv7cqRpdKaNCfrtYXcBAA9/vQtnIxPNbheaLadl5WHM/EPIsbAiWp1jXx34r9ZdkP0snCBOWm65RJVpsCn4zX+x91IsImLT7Ho8KQaIifIJnzOFyQIrTqXVxNna5yUREZV/wgIjbzaNJiIiIgeUaMAhJiamwH9RUVE4e/YslixZgi5duuDs2bNQKBR4+umnS3JoROWKo4f39k402RPIsLavwqzetZThIKy4FYIF0v1KH8FSsEJK6eUu20YWrBAzHGyP+edd1wBY78tg7Xc+dEVl8fpTNxKQnavFyYgELNt/w+x24XH2XbyPLWfu4KYqHQCQq9EiMT0HgDwAo9XprDab/l6STTH2pyPivqyx9rdfdyIabyw9YfO+hZGRnYd3V5yGRqvjSmiq0ITPmbKY4VCSSivAQUREpSfbuBhG6eVe6b7XiIiIqPBKtIdDw4YNC7XytVOnTnj77bdLYERE5VNapmONPk2bI1tjz/zQjA0XHXpsWywFHARiY2crJZVs3RcAPNxcZIEC6VMgllQqICvj/b/O4I2BLcQAxdwtlzH18Tbi7dZWdm05cxtDZ+61eFt6dh4AwNfL/ONWeBxh9ZibqyEG/NovJ7DuRDTSV4yRPR9f/3sBc7dcQfLvz4rbmkrMyMHpyESojY9rjbWTxnlbDYGLn18NsXn/rFwNIu4bghqWPuZ1Oj300MPVWJ9qe9hdLNlzHeMfsZy9lp2rhbubQtyeqLwSMhsK+rypMJjgQERUYQmlNpWebg6VFiUiIqLKrcRndvR6vd3/3N3dMW7cOOzduxdeXl4lPTQqZWq12uwf2ed2omN1t+09HbAnw2Hb2bsOPbYtBQUNANMMB8PlI+FxBfZwcHd1kWU4SH83N1fD9ZZKFlki7Gb1sSjZ9Xorz+wveyKs7mvDqRgAgK+XeXNo4XGE8lQeboaP5OPX48VtpOd2c7cYggH9v9xp9fGEMk1BVb2tbgMUffX1RyvD8OCn263ePvDb3WgycYPd+6vxyhq8Y6X8E1F5Iry3nD0xU9qPzmkoIqKKJztPC093F7i5KqCtLIF0IiKiSqYk5mtLNMPh888/L3AbFxcX+Pn5oUmTJnjwwQcREBBQkkMiJwoKCjK7jiUYSoa9k8n2PP2pDmZX2FJQWSTAJOBgvDhk+h40rulr837urgpZUEKa5aH0NHzUvbH0BOoE+GDJ+B6IT8u2sA8X2TjD76Zi2b78YMKm0NvwcHNBr5bmr2Up6WNPXXHaMAYLGQ5C7fMc44po4XGF90VaVh7estBY+lxUstXHFrIwrL0G8jQ6zNlyGc/1bmzzd7BFr9fjV8nzIv2r3orLQHxaNk5GJFi9v7WXwd6L9y0+1r8no/HkA8HsFUHlghBALEyfGyIiorIkO08LL3dXuLoonB5IJyIiopLh62t7vq0wnB5wIKLiZ2+T6W1n7xS4zb3krKIOBwCQnq2xXVIJ5j0cciVNVwuabHZ1dZE1lpaeEwnljA4Yey0sGd8Djd9ab74P4/2lDyXtjbBs/w0s238D6SvGyO7n7eEqa+6s0ZlPNPp6WiipZMwxy9MYMi+SM3LQIFAprhQWGmo7QvjbW2tY+/W/F/D9tiuYbkeprIzsPDw19yD+mdIXVbzzMzSu37feWHrwt7sL/ZoRMjykzkQm4qVFx1CrqneBgZ6iyszRYP2pGDxvDMb0+2IHvnq6E/q0tv64qpSsArNJSsP6k9GoXc0HPZrXcPZQKj2hlFJlaa4p9t+pJL8vEVFlkmMMOLi5ushKBUbcT8PCneH4/oVuXBBCREREZlgsm0qNSqVCRkaG7B+VDAvz3YVWnKt0a1QpuFRasjoXoTcTcPVOiuz6gsox2Sqp5G6l34Ep4SGkj5SWpbG4rZS3h6vsZ0sTjd4WAg4KKHAiIh4bTt0GAPT6bAeA/AwJWxlAc7ZctjmmXOPf7eF2tcXrunywVRZAKci5qGQcvRaHc7eSZNebBjOkJ5oFnXRKf6fQmwmy69zdXM22F4JOuVYCKPaylNFi6tM1YXhj6QkxeHQmMgk/7Qy3uv2m0Bg0fXsD0rPM+2XkarRYfzK68AN20AsLj2LgN7tL7fHIuvym0ZUjw0F4y+dq7CtZR0RE5UdWrjHg4KKQLQradvYOftt3AydsZLQSERFR+WA6V6tSqYq8TwYcqNQolUqzf1Qy7M1wKG02Aw6SeeoBX+6CKlU+QexSYMBBXlJJelK0cOc1u8aXn+GQv6OMApovA4CPSTDB3iBN2K1EPPL1bhy9Fided/RanF210L9ce97m7cIEvfS1YCszwRJhJZurq/y5t5VRb/pcmNLr80tlbTQGWnLyDI/jbvI4WbkaZNvZd8OWqPgMNH5rPc5HJdncTuiVIsussbH9HmMJKEuvkb8P38ILC48iRe1YSbKd5+/iRER8wRtSmZXfNLrwn8Pbw+7KsqYckR+wtHx7STWzzmUJKSKiCicnTwtPIcNBcgDoZ8x8PRJe9AkJIqLidD85ExdjrJcgJiJzJTFfy4ADUQVURuMNDnn8u32ynwtqGu3m6iILFBQm6JKercFX6+QT+fasrDedwLM00aizMEufnm0+oTj42z1ic+uUIvTP2B5maPYtBF7ORCY6vA/h94pPzZb1VzDNvJAmNZj+nlNXhGKypBm0RqsT/zbC/znGldGmT1GXD7biiVn7HR631NU7KdhzwTB2aZaDpdXYQjPEXAtBjntJmcjK1chWrQuvN1sTw/YErKSemnsQj3zNTIXyTPjMKEp22NPfH8TX62wHFa2x1L9F+rotjiCe4KNVZ8V+Lbl5DDgQEVU00h4O0qbRGcZj2LBbthdzlIa0rDzxeCszR4PGb63H3aRMJ4+KiJzloa92oecn2509DKJKr1h6OBw6dKg4dmOmT58+JbJfooqurGY42BpXQdVfC2o47eaqkGVBmJYBstfszZdRq4Ca/GuPR2FUj4biz6ZN9CyVUnHkb5KaaThpGr/khN33sebavTSkZ+Wh3xc7Hb6v8Hv976cjACD2rrA1kWoajPhlj6G5tNBbQKPTIytXK9tWmCCVlmrS6/VixgGQ3+PDkrtJmThxPR5PhgSL1wnBhe4f/SdeN2LOAVye9wT8fdxR7/V12PPpI3igWX7PgzxjoMg0gBAdn4G2UzcDAF4Z0Azfv9gNg77dDU9jCSjh95ESGpWnZeVBq9Nh4c5reHNgC7iZlPfKydNCrwe8PMzLSZlSpWQhT6tDveqVLztMr9eXmxrRucWQ4QBYDkgKNFod/j5yC8/3bgRXF/lrSmuhJJs0cJqTp4NvwdXtREt2X0PjID880r6O2W0LtueXHCtq2TMiIip7svN08PIwbxqdaTxWSnYwk7Mk1Ht9LVrU8UfojKG4n5KF+LRsHLqqwugHGzl7aEQEIDtXC1cXBdwt9OsrCcXVg5KIiqZYAg79+vUr9okAhUIBjaZw5QSIKjtLq+nLAluT7gXNxxcUcDDt4fDeX2ccGpuU0tP25O+hqypZwMG0p0GGhYnCwvxJkjJyHL+TidiULNR5bW2h7mstsJBtspJZAcMEaI5GV2A5KGk2iM404CC57Z/jUVb38eHKs/hpRzgeaBaIPZ8OxCuLj+FIeJws4GCpKTgAJKbniKWzrtxJNQk4GB6/w3tbcHfJKPF6aVmkfZfuQ6PV4di1/LJHH648ix9e7IamtaqI1wmlpVLUuTh1IxEfrwpD+wbV0K9NLdl4Qj7+DynqXNxa+KTV31fQbNIG6PX5gZ+7SZnYe/E+xvZtUuB9y7sqL6wCACx65QH8r0/Z/n2F7JmS7OFw9lYS3vrtJPy83DDygWDZbVoLH6Y5kveso70W3v3T8FkqvO6sySkjPRxS1Ln4aNVZLBjXXQzG7Lt0H+0aVLOrjxAREeXLbxqtkAXShcUZlvpYlTa9Hgi/mwogfwGTrT5oRFS6aryyBr1a1sT2jx4ulcdzd3WBVlc2jkuJKrNiCzHq9fpi/0dEhVNaGQ72NmMW2Jp/O22j5E+gnydcCngoQ8DB3nHYfn5uqmw3NDd9ek1LmHR4b4vNx6zu51nACMsG0xIpk34/hR+2XcGUP0LNtp3w20nUevUfs+CLQA+hfJIk4GC8KDx/t+IyxJT4u0nylSl3k/OzHX7aYVhVfTIiAWuPR+FIeH4PjLd+O4luH26z/jtptGLQw/RVID2RTpUEGaQB9ci4DCSkywNBB6+o8Nmac7LrhLv876cj4gSvQmFefutGbDoS0nPEMlq2mL7uJi47iQm/nZRdF/TKGtnPy/bfwM+77OthUhBVSpZ4Qi94+eejeH2p45k4UfEZuJ+ciUU7w9H38x148JPtWLb/RoH3e/PXk1Zvy87VOlzCSmra32ewKTRG/PlSTDIS0gtuNm6qqCWV7AlU3DOWirDUl0V4P0k/lqRllHKKKRPhwOVY2c/W3vulbcOpGPx5KBL3Javbnpi1Hy8tOloijzdr0yV8t/FiieybiMjZDE2jXeDm4iI73s0shoDDmcjEIgcshPsLi0mEMVoqL0hEziM9XytpHqWUSUFEthVLhsPvv/9eHLshomJSWgEHN1cFHCkHXpRxuRYQTTAtqWSLpogrj80nqgven/R3t2dy2R7R8RkIruFbLPsy9ewPh7Dt7B3ZddYmhDeG3hYv3ymgZm6mpFyR8JxIMwje/fMMpo/uhH9PRMvu98bSE6hd1RsPtastu37cz8dkP/9x8KbNx3/4690Y2N64D8nfJCZBLWvWLF2tbZpc89u+CLP9CqWSIlXpUKVmi7WD41KzoUoxTFqfj07GYzP3Yeu0AejbWp7p8PrSE1j2Rk/ZdbvO30PLuv7IydOiWe0qMGXpZDrTpLzTpN9PAQDeGNjCbFvBuagk3IrLwIjuDSze7jd2Jd4c2AL/noyGKjUbSk83xC59GgDwz3HD3+m1h5vj9M0EvPpwc7P7q1KyEFjFU1xt/uavJ/DnoUgAQBVvd6QZJwsm/X4K7yw/hVEhwWhaqwpGdG+AlnX9cfVOitk+xy85jtTMXKya1Ed83w/4aicuxqQUuBLfmoU7r2Hx7utIWW54Hnp8sh3V/TwxfXQnnI9KxnfPd7FrP/aUVDoZEY8bsel4rndjs9uE+2XmaDBjw0V88ERbs8824X0WaSE4KnweSUuDSS8fDY9Ddq4WLev6AwD+C7uDNvWqOvxZ8sO2K7KfrQUyNoXGILiGLzo2DHBo/4UlnGSajufgFRXaTd2Ei3OfKNbH+/rfCwCAD4a3K9b9UtlxJ1GNKj4eqGJskktUmWTlauDl4WbIcJAcP2dka+Dl7orUIgQM+n2xE08+0ADLJ/Qq9D6EbGAhy1kI9lfUeENOnhZzt1zGe8Pallp5GqLyhu+N4nUxJhlTV5zGrk8ecfZQqJwploDDCy+8UBy7IaJiUoKVPGTc7E0pMCps5pIeKLBsm2lJJVve+s36Kml7rDh4EwtffkD8OVerQ+9WNXH4qvWVGzqdHv4+7kjNzLNYcqkw2k7djLQ/RpdIbXvTYENRRdxPByBv3Hz6ZiL+PHRTtmo9LjULH/x1Bhdiks32MXz2flyZZ32y0G/sSrvGssvYRFo4GdXr9WgzZZNsm8wc60EhS6vxTkTEY8+Fexgx54DZbclqw8nwx6vCAACHr8aZBRzWnYiGv0/+ZJZOp8eTc/P3tfjVEPHyuagkdAiuZrWrxYwNF+Hl4SrLbJi39QpGP9gQNf29sPvCfTSvXQWNg/wAAL0/2wEAUC19WiwFdTcpE0fD4/DF2nMAgEWSfalzNIhPy5aNd8Sc/UhMzzELOGi0OjR9ewM+HN4WH41sDwBYezw/mJRm8lzq9flBjOkbLiLtj9GyPhzCPlcdvQUA8H9xlRhguBiTYuUZMXf0WhwGf7sH26Y9hD6tg8TrTYM4iek5eO0XQwaH/QEHw2vHtLeLoNen23E+2vD6thRwECZL1hmDbk/3bIgNp2IweWgrnL6ZiIe/3o2pj7cGAIsZGNLf4X5yJmpV9cZZSQbZ60tPwN/HHXcWj4Jer8cz3x9Cj+Y1xJOIqPgM/H04Eh8b/17WNKnlh72X8rMccjU6MctBeqL3/IIjcHNVIPn30Tb3Z49cjRZL90Tg9YHNzXpXCITMuwzja0uaXRYVry7yGKj8euTr3RjTqxFe6t/Uofv1/GQ7UjPzkPpH4V7DyepcqFKyxCAfUXmSnpWHKt7ucHVxgV5v+Ex1cVEgM1eDWlW9ilwr3TSj1VFCDwnhu08oIVhWy8sW1aGrKszYeAkD2tVGiKQsKBHlE44Fc/K08HQvuE8e2fbbvggcvx5frnrqUdnA0B9RBaQvsJJ+8Sgo68DUwp2FK+2SmJ5jnlZgQqFQ2F1SadXRqEKNwxqNVo/uTQOxdkpfq9vo9HpxMrc4Bb36D1YbJ1/Lsu82XQIAcfIWAMKiksxK5Oj1wI5zd63up7VJYKAohADYuSjz4Ia0NM/VO/IyQkJTb6n7yVkWgw0AcFTS7wEAbidanvTcL5m8Nd1GWrao92c7sPpYlLjq/XyUvEH69A0XzUrKzNhwEc0nbcRv+25g1LyD6PDeFtxJVOPy7RRxG2Gl9rsrTqPlOxvx8uJjssbdUo3fWo9XFh8XfxZW1c/dchnZkiyLG7GGQNNhSRq1l7v9hx5C7wapeVvlK+tjEhyfRBYyaFYfM3/vPDn3gMWspZ92hOOMjdJvgvwMB/N9pGbmisEGwLxBOZDfvFyw7ngUvlx7HmG3knDyRgIA42cizAM2d5My8dHKs+LP0zdcxMojt8wygYSMHCEAKE09/2zNOczcaHi/XruX/9pX52hw9Fr+39HbQ/55lqvRovfnO9B12laz38nNRk280JsJVm8T+I1diU2hMQi7lYRpK89itzFoaImbq+F9ITTdbjjhX9nttjLSLkQnw2/sSruy1qj8ORERj5mFKH+VrM4tUoZmm8kbbZb6IyrL0owBB+GzVfiOy8zRIKiqN3I1uiJl7jry3joSrsLBK/JyfkKWrE6vR2aORsxQrajlmYUFMQlpRe/zRlRRuRs/r6THybM3X0b919fi+PV4a3cjK4TzhOxiqtJQFoXfTcWineH4bV9Ehf3+cIZiCzjExMQgJiYGWm3FfRESlReltajHpaDGCsUoKt52XwUAVidHS4Lpyil3VxerARiFwvA38fEo/hUWWblavLrkeMEblhN7Lt5HioUJ/ZIgrIZbZ1K+CQAW774uXn55sXyy9q/DkQ49zoZTMbKfT9+0PGkd4Jvf26Ogpudf/HNOnHTtZcxQkPI0SSUWDhCl5au+XHseo+YdEH9esvs6rt5JwZI912EP6e8lBGG+WHser/1ieD1qtDrEpRomtK/dM/Qa8Bu7ssh/XyEwImgzZZOs74Hf2JWIS83CrbgMWQbAoSsqMftAKHnl4eaC2JQsWXbMrvP3LP6NP1x5FlNXmPcvMSWU8rHU0+C2SXBE2itEYDrZrTI+hzp9frml5QcMpcPSTJ7Lz9aEYfWxKPFnd1cX3LEQ4EpMz8HszZfEfUv78QgH2RtPxaDrtPxJ0o9XncXgb/fgi7XnkKfRYf5/V2X7zNXocPl2CiLjDJ/V6Vl5+NAY/PC28NkXfjcV/56IxoAvd2HfpftQpchXuS7edQ0XY5Kx96Lhdb759G0xyBZh7F1x/X4alu65LutlITxHQiZSsslznJVr/ThV+CyITbG+4laapWXJ7QQ1snKLJ4uNCqbX69Hj4/8s9jOx5F5ylsON04sqvZiyGomcIT07D1V83OFrXDQjBMpT1LloUF0JwBBML6yCAg6ZORrx/T1k+l48NnOf7HbpcU2kKl3sP1ZRezjcTTJ8p0fbcV5EVFkJE+RCVYFr91Lx1brzSMnMw1I7z3Mon4eb4Ti+uKo0lCXqHA0m/X4Kg77dgw/+Pot3loeK5x5UdMU2W9iwYUM0btwY165ZXsGck5ODCxcu4MKFCxZvJ6LiU1ppxA4mOBSJaaPe4jaoQx2Htt9y5rbsZw83ecBhnKRkg7urCzaF3jZbEUzOlZWnRd/Pd+DH7VfNbjMNEhSndCuNjaWN07eHWc/yAFBgCQNr2TTSyfo9F+/LgnR5Wp1Z+aLCWH8qBjqdHiEf/4ehM/cCMEzS2lvyqjCqvrha9nOTiRvQ/t3N6PLBNvxvwWE8NfcAhs7ci9mbL+OLtefwn/H5vZ+cJV6WmrjslMXHCfL3xserwrD5tOH9n2khQ0FY/Wn6d/73RDR6fLJddl2ahbI/pgEHIeMnV6Mzm0BJy8pD/y934h9jkEEI7ABA/za1bH5ufrXuAq4bt99z8T7uGxuzC4/wjklz+N/2GXq4zN1yRSwTJpUjaTKflJGDOq+tFRu8J6tz0fG9LQj5+D+8+ashW6fbh9vworGR8xOz9qPp2xvE++dqtHjvrzPo+cl2DJ+9H4Ah80NYRfvRqjDkarR4+KtdmLLiNLp8YMiq0Gh1+Hm34Tg0PSsPF6LNs5dsrc5S5xj+HsL7Ky0rDzdV6eLtqZm5aPzWeosnIkIQpPWUTWYZJSVFo9Xh0BWVw/dLysgR/zalKStXg++3XSn0McrFmGSciIjHr3sjxPdJVq4Wl26nYO3xKLv38/GqMDz342GHH3/jqZhCPd8lbVPobYvZUmRbpCqdqxit+C/sDvzGroROp0daZh78vN2h9DKUURRea6mZeWhVz1AmzNIxSXxaNm7EFhwILOhvMOn3U+JnvCXJ6lw0rumLqj7uuH4/TcxwKM1FSKVJeK6tZcsWJ0sLJwRZuRr4jV0p+44kKiuETF5h8cmfhyLRIbgaPh7ZDneTM6HO0eCHbVcKlSVdETjy3ffSoqNYYlyIZ6mscHn339k7WLb/BpIychC96EmM7N4Avx+w3ROS7Fesy5NtvXBv3LiBjh07onPnzsX5kFSOqNVqs39UMkprVU/tat6l8jiloUNwNYe2f37BEdnPphkO0hW9uRodTkTE45KkfA2Vnk3v97d4/WdrzuHsLUM5ov/1Ma+lD8DiZHRR3U/OQotJGzDtb9tZDEVhaSLcVEkG8b5df0E2+e2ISY+2KrZxpKhzsTH0NnaevwfAMMH0+37DQWRNfy/8F3ZXbKxtD51ejx+3X8VzPx7GgcuxCHr1HzGQcupGAu4mZYon6AlpObKV8qaloABg5Jz9aDThX/i/aCgdlavRmp38CJMmGdl5skyOIH8v3E3KxOmbiXj3z9P45l/5cx7g64GTEfE2g1OTluf/7s0nbYRer8cmYxP4RBuvj6QM89Ws5ySlvYLf/Nfs9puqdFy+nYI/D0XiSLjtSVtp8EKw4VQMhn23X/z5t303ZNkLmTkaLD9wU8wgik/LxqtLzCf+s21kOAiHsUI5sme+P4iO721BWlYeEtNzxDT8W3EZuHInBVvP5Pe6kTasD71hu0xURnYejl2LsyutPz0rT1bKym/sSrG3yi97rmPozL2y14VUpCrdbOXx+pPRCH7zX3y48qz4Ws3T6MSAidQ/x6LQ69PtZtcX1trj0fhszTlxomzFwZt424H3X89PtuORr3dj8h+h2G4MxAknv46sf1i8+7oYNHTE/346ghFz9ptdH5+WbVbaTiB9vRWl7Iw1Wp0Ozy84jLlbLhf7viuypIwcdHhvi83ybJWZ0JMsJlGN9Kw8+Hm5w9fLmOFgDKanZOYiONAXSk833JFM7kfcT8N/YXfQ/4ud6PS+9UCBoKC+c9LsJaF3lDQwn5KZi6pKD3RrGogDV1Ri0P/7bVfKTEApT6OzmTnnCLW4YjsN4XdTC9i68LQ6HQLGrcYu4/GTKSGz5MDlWIu32yNZnSs2/Sa6eiel2PYlZO6mZeVBr9dj7fEoPN+7Map4G/opHrsWh0/XnMMaC6VVK7rwu6mo8sIqs8xia9adiBYX69ha3HDlTgr8xq6UHff4jV2JX/dGFGqcpot+ioNer8e0v8/IFt0I54h+Xm4I8PXEsw82wo5zd3HJQj/Jiq4k5mtLvYdDWfnip9IXFBQEX19f2T8qGUWpNeyIJ7rWL5XHKQ6Natp+vbkUMV3DNOBQ3c/TxtblW/Lvz5bIfqspPWQ/FyagNbRzPbPrBrStXeD9Xh7QzOHHssae3ib3krMK3dPEHikWSvVIWQuwFEZwoFK8/JOxmfqszYWf/CrOxqqmn4X/HI8WJ2BrV3X89SWdCJf2Ygi7lYSHvtqFlu9sxOU7Kaju54nTkYloJlm17+5m/rq4nZgpBn78xq5E9XFr8PDXuy0+dtitJHy7Pr/+fL3qPuLlZHUuvtt0SbZ6P8DXE/eSs7Bs/w2rv49pP5J/T5qXF7PEUhmy/Q5MOgyZvtfi9VHxGdhz4Z64QtVUnmSS6X2TsmNBr/6DyZKsjGkrz+LKHfPJGEsZDulZeXhi1j7EGcslCRPDR4y9RwZ+sxsNJ/yLUfMOAjD0Anjgo/8wev4hcR/SyWRbWRQ/77qG2uPXYtC3ezDwG8PfWqPVYebGixZLMX240lDKCjCssAeAlUcMJ8j3jSeLpmWizkQmIjo+Ax3e24LnfjyMFxcewbytV6DO0eCFhUfzf2/jxOHcrZfR+YOtZsfo32+7gvPRyXhlseWMjUgHTgS/WHsOE34z9OwRnucJv53E7/tviEEuQWJ6jhgMOX49Hhdjkq2utBWyhArzHd512lbM3XIZdxLV+HLteQCGTCRbZbOqmnxPAcAbS0+g12c7LJ7j/H0kvzybrcwXvV6Pn3aE2xUslhKCf47eTyonT2szEFcR3TOW1bP1XTl78yVZILUojoSrrJ4D30vKLLbHKS7CWK/dS0VaVh78ffIDDunZGuj1eqSoDRP9dQN8xDI/ADB89n488/0hRNu5ctiRvnPCcWK1l1aLz1lyhmEc/dvUwonr8WLAATDvc+Qsk/8IlR0PFEWm8Xtiz8X7JdYb5n5yJsYby7WejLAdGM+1kQVRkKEz9lhcoECF99fhSByTLFIoCyyV9jQVfjcV3T/6D2ft6JVmD40uv7zmlTupuJechSGd6qKKjwfSMnPFhSVCT5TKYuKyk+LnRkElQi2xleEgZICmmCx02Xb2jtm2Gq0Ov+6NsJnxOnbBYXR8b4vDY7QlKSMXC3dew2drzkGj1WHYd/uw5lgUFozrjvNzhgEwVL14oFkgfilkoKQ8M52rDQoKKvI+2TSaqAIqrbheafZwKKpODQNs3u5oA2xTCgXgosjfR+9WRf+ALi6KYi595ebqglEhwcWyrwdb1BQvv/ZIc9lt/j7mEzu2TBjUAm8PaVmocSg93ZC+Ykyh7mvKUr16wbFvhhR6v63r2T8Rb3qwJ+Xu6oK6AT5Wb3fU25KMhMZWAntjejXCW4Pt+9vUrOJVLOMa/WAji9cLGWCFKXEWJzk4lzau7PN5fh+NuNRsjOjWQPz59aUn8OiMPcjTFO2DefoGebPbBoG2g6jSniCA9c+B1yXvu5cWmU+Ifvpke7PrhCbwxa3d1M0YMecA4lMdPwmy1/7Lsfhi7Tlk52rFDIXP1pzDvkuxOGXMTMjT6mSZJqarSJMtrMjMkUy6pGbmofuH2/DuitO4naCWTWpaOpmOis/At+svimWrAMOEz0erzoqZEzqdHv/7SZ5ZJwQ5pAGHCb+dRL8vdqLP5zsBGJqq/3syBp//cw6PzZAHeoRavEKvlUTJ76XO0Yiv9zXHonDqRoI4SQsYAgEd3tsiPk+ZORrZiaMqJQvfrr8grl6duyU/w+d+chY+XhUm/jxnS/7rKTYlCw0n/IuAcavxyeowDPxmN3p+st1slZvwnIoBB+MLfO/F+zgbmYhzUUm4naAWV0xamuy9di8NX6w9jy4fbMWcLZexdM91vCgpHbDm2C08/PUus/uZEvZ9N8m8hItQEg0A9l+yvpo+LjUbH648a/Y+l0rNzMXPu67JMlqECQNrAZfvNl4scBV07892oMYra2yWi8rO1Raq98X6k9EFBsBLik6nx/z/rlrMLLlj/Fu5m/Q7ikvNwsErsUhW5+KrdRfw4sIjZvd1VKQqHUOm7xWzckwN/GY3elvoxeQsuRotTkYYPgsvRCcjKSMXgX5e8HJ3hYtCAXW2Btl5WuRqdKiq9EC96j7i8wnYrvEdfjdVfD0Ir2OdzhBwX33U8kpj6VtXKOsEAEeNAeGUzFxUU3qgQaAv7iVnyv7etjL1SlNBGVVxqfZnPxQ2OJiUkWN3Obtf9kTgn+OGhQWZVh5P+M6zJ+Dw3caLFjM8hAUX0ky80ioLbE2KOrfMBQDttePcXbyx9EShSgaWpFaTNxW4jXCsIJy/vLP8VKFWt+v1euj1+SU4M7LzcPZWIupU80ZwDV/4+7gjLStPfD1Wtp5byyWlgjSS91pSRo7VbFkpW5/vwiKv9Kw83E/OFDNYLc2x7Dh3D5P/CMVVG8cnEbHFX65NOM7N0+owZ8tl7L8ci19e64EX+jZBDeP5p4uLAr1a1MSVYsy4qczKz2whlXsqlQoZGRmyf1QySiuTqDR7OBSVp7vtj7ui/irZeTrxC3XCoBYIaVbD5vbSJq0lzdPN8gT4I+1tr/yvZWMF+LI3HzS7rqa/4xPF0pVtpn0HujaubvO+Ux9vbXadaTmxsX2b2DUOW0ECez3RzZDx42Hl+QaAZrWqiJeF3880s0Pw3XPyEoQuDkSObB0Q+nq5wVdy0g4A37/Qze7HqeqTf98l40Nkz53S0w27PnnE7D5LxvdA96aBsusWvfKAxf0XlI1kqmcLy+81IeBg7XX05dMd8O3oTvjy6Y6y68/NftzqYwmrtKopPWQZDqZa1s3/O/99OBKHr8bhgklq7scj2+ElSa8XR9UpIAPItJSOv7e7xe1m/6+rxevrBfjg7pJReG9YG2x4t1+hxlhYxdFLxJqpK05j7pYrePfP0xg9/xDiUrPw6z7DKiZh5VaeVocMSQ+OIJPPtlALjd9NJzWv3k3Fkj3X0XrKJlnZrgyTlegNJ/yLpXsMjy/UO7+doEbzSRuxYHt+yrellbpCxk1mjgYarQ5NJq7HCmOAQjh595e8X0+bBDsysvOw79J9KI0rlxtNWC/eNmb+ISRLSmc99NUuPDn3gPizUIJp/+VYrD0ehaBX/4H/i6uQmJ6Dwd/uQdO3N2DmxksWG7DvvnBP1jvHw80VqZm5aDNlk2wVsLQx+SxJkMtFoRAnEoW/mU6vh06nx/DZ+9H3i53o/dkOtJ6yCd0/+g96vd5m1okwoSYEd77bdAlLdl/DK4uPixOvgrjUbMzdchm/G+v9AhA/T2/F5R/X7r5wD35jV2LHuXtoU78qAEBh47NVmGQRfud0YxkIIP+Ybu3xaLz/1xlZqT8hWGTpsC8xPQffrL+I2ZttBwiFE/6hM/di2f4bOH49Hr/suY6fdoQjJ0+L8UuOo8Yra9DXGMQydSIiHjM3XhTLM+j1euy7dB9anQ4vLDyKyX+EIlmdi9M3rZcay9PozI5d49OyzSaMj4THySYukzJyrJbhuHo3FZ+sDsMZC0E+odTc4t3XZKs8F+wIx2Mz92GVMTMlT1v442m9Xo/zUUm4GGMY330r5e2ETICyUgVg8e7rOB2ZCD8vN/wXdhc6vR7NavtBoVDAz9sNGTl54t+lmtID9aorZSWV3F2tv867fbgNz/xgyBTTGJ9bIaNt94V7yMzRyErlAfnHiZk5GtnxhvB2ys+08EZqZp6sRI/0ck6e1mzf1hj+bsVXTsP0cWNTssTPwBR1LlpN3oSZGy/ifnIm0rPyZOX2LsYky14bmbkaswUFUtm5WllGmF6vx9nIRAS/+a/FnmWWSP+GliZk49Oy8bMxSzdPa3uSUq/X45v1F2U9xATVjb+H9Pnxf3GV2ffG27+fsqsEoanXfjmO5QesZ3kChuC49Pv19aUnnBYAzNVoMXTGXrsyAiwRsjCbGs81dDo9Dl6JtfnZEnYrqdCPt+FUjOxYyRLTAJm1sQjHM0/M2o8ZGwwLMH7a7livqWR1Lqq8sAq/778hfuenZ+Uh4n46mtc2PCf+3h5Iy8rDPWPfMmsBtdKSp9FBnaMplc9/aelPAEhIE44f9Ah+81/M22r++WAaALT19xY2Tc/Kw75LsfjdmGHtZmHOQzrxb43wOVQcz0343VRodTrZMcW36y+iup8nRj/YyOz4rE39qrh6J7XMfC+XFtO5WpWq6H3LGHCgUqNUKs3+Ucko6ZJKwmS6rZPnssbdxiQwkP8lWVjZuRox4OBnnNizNpEMAF4FBECkpFkA26Y9ZPf9ereqafOxpBONlla8zxxju+fOudmPY/bzXcSffaxM2v/wYjeL1wPySRJfk4DDc70tr1AXmK6Yb1a7CtpLenH0aRWEhS9bntQ2ZanJcsMa1j+jxj9sKMH02VMdxOuESfsmQeYT5m3rV8X8F7vBy8MVH49sBwDwMP5drAVq3hzUEukrxqBpLT8AxZep4uvlBj8v+e/7giQwY+vz4399GosT9Gsm98GYXo2hlDx3Si839GheA6emPwoA+HB4W7HM0qOd6mLCoBa49sNwpK8YYzUDIdCODIcjXw1G2h+jEf7DcOz82DzAAeQ/r7WqeZuVAZv0aCv0bFETbw9phSmP5Qeuzs1+HE2C/DC8m7xcXLsGVQHklyDq2DBAnOgDzLMJXujbFGun9LX5O+Tk6TDD+B5rEuRnc1vTvxdgyAB6Z2grhM4YijWT+5jd/mI/eTDji6c7iq8h0+dj1yePoH51+WfAhMEtUcXbHQqFwmJZsqdCgvHb6z1tjtuWKY+1xpMPNCh4wyKy9hjC63blkVtiCTwhUKfR6mXlpkz7YFiatLK16vTAFRXuJWXCb+xKs1r/iek5WLTLMHGTkJ4DvV6PJXuum+3jsmRSVXiLCitM76dkYfIfobLXpKC6jYmphLQcPDFrP37Yln+S+du+CNxLysT+y7H4d2o/2fYp6lzcTlDDb+xKXDb2JHrrt5OyUkGfrA6T9Zz4eFUYXv75qGw/y02a8Z26kYBxPx+z2LyxmtIDrer6Y62kjFfTWn74dM05nItKEv9O366/KPZCMZWYkWOxvJZAKBUjffx3/7TeY+eLtefx9u+nEPzmv/Abu1Jcuf7ojL3Yef4uGryxDiPnHBC3r2f8fm1ayw9TV4QiMT0H6Vl5iFSl442lJ1D/9bX4QFIi7Ei4CnVeW4vxS44j7FYSqrxgmIBbeyIKgCEgpdfrkZmjEctq/bQjHAO/2Y0n5+xHrkaLrFyN2DQ9Mi4DP2wzZJgIKxizcjWYs+WyWaBs0u+nMPCb3Zi64jQ+XHkWQ2fuxSrjyvNLt1Pw7foLeO7Hwzh6LQ5/HrqJtKw8PPL1bny7/iKeW3AYuRotjl6LwxOz9qP/F7vE+326Ogz9v9wlq/8cm5KFn3ddQ0J6Njq9byj/lZieA1VKFsLvpqLxW+vRZophZWyuRovwu6kYMn0Pmr29ASuNAYGnvz9oMUB5/Ho8Qj42XB8Vb77ASZg0OXYtHh+vOot7SZmY/99VZGQZxrfeWL5M6MuzKTQG4XdTcfVOClpP3ihOwuj1erHHQGaOBj/tCEeuRgutTodtZ++i12c7sHSv4f38w7YrOBeVhAFf7sQri4/h9/03ZEGYKi+sQuvJG6HO0WDWpkuyINvFmOQCewDsuXAP64yvEam/D0eKKzWzc7U2J1BWH72Fj1eFoU41b3w+qgNO30yEh5uLuABF6emGjGwNwqKS4OPhikY1fRHg64F1J6JxU5WO9Kw8qzW+hdfasWuGiWNhokkIxKRm5uHRGXvQ4I11+HVvBD5ZHQa/sStxLsrwOg569R+xRw9gWGAyeXkort9PM2ZaGI7ZPvj7LJrVrgIPNxdZv6HnFxxGgzfW2XwOBV+sPY/P/zln9XaNVocwYw8wSxk0N2LTLH4nXL6dgvi0bHy59jw+XhWGz9acw9W7qcjV6PDt+ot4efExfLrGkNml1+txPzkTPT/ZLsuOyc7V4rEu9cRzMdMJwcZv/Ytn5x9CTp4WGq0OQ6bvRd8vDMFCeyftpROE0pIzkap0/HU4EpN+PyV+b1krdzd0xl4cCY8TJ3RXHLwpTvZl5mhw4HKsuBgsVS0vDTfbJIvy9/038PGqs4iKz7CYtZKizhV7TUhf3yuP3MLEZfkBf9PX5pU7KWj69gYM+y4/+y/a+HkhDbQkpGdj2t9noNMZVs+fkvRpkvYTsdVkGwAW7ghH2K0knIiIF4Mc4XdTEWr8HIiOV+PQVRX+PGT4fItNyZL1MAEMfQ6iJZ9per1e/IwTgtt1Awzv17O3EvHYzH3YdvYumk5cj67TtoqlGQV9Pt8hlm10xE1VOsb+dASzNtkuoaoyyd5JybQ8YS3NzBYy/aTnRzqdHn5jV1rtKRJ+N1UMLk1aHip+rqRl5SEiNk0MwlTxcYden993LKuQ5Qj3XLhn9t4/H5WEhTvCodPpxe/a2ZsvyzKiTQWMW41ar/6DRSVYZhcwfG68ZSxrKRgx5wDSs/IQFW849rGUUZJuEmBIt7GgTch2SsvKk2WEu1kIQguZwv9ZKLeUfz/D54OtvhH2yMrVoNuH2zBv61WznjHWFmO1qlcVaVl5smB6ZVAS87WO1xMgojKvpLNRv3qmo1h7urwo6ICiqI22M3O1YiqecKx7asZQXIpJxgjJxIPAEAAp+Au0We0qeGNgc3ECp5YDfQ1cjbOLrlayKaQr2Xd/8gge+Gib7EDCUq1qqSZBfqjXvyneM06UWHsKOzfKX2FuqPWb/+Wt1wPDu9XHxtDb8HDPD1g0rukLT3frQaLnezdGoJ8X/prYG88vMKQOj+vfFAqFArcWjkSjCesdqgtsKeBg6zVR1VjuqU41b7RvUA0XYpJRo4oXIn4cgZ93XUPozUQ81qWeWLLl+LePivcd3q0Bvl1/UVzd9+XTHfHG0hOyScyH2tYSLzcJ8sON2HTUDfARV0pa0r9NLYt19D8Z2Q7fSGr/K73czTIcTA8GN7zbz+LrdtErIeJrUXj9CM/dwPa1xRVEwgT84I510dmYYeDp7oqZz+UHqKQntJ7uLsjJ0yF0xlBZ4Omzpzpg2b4IDOpYB/+eiEY1X0/cistAB2OJNGmgzN3VRbZSJtA4iVyjihfcXF3Qtn5VsXG7NIgHAAe/GASFQiFO/P85sbfYDBoAHu1UT/bcv/ZIc9lzLRzABvh6onermvDycJVlELWoU0Vs6Lzw5Qcw4beT6Nqkuhikq+LtjsvznhAn1wTThrfFgy1q4vHv9gEAHm5XG3su3jc+fwp8/UwnAIa+F17urrJV3HUDfNC6nj+u3EnF2il9MbhjXWw8FYMDV1Rmq416NK+BQR3qiiv9pz7eWpZ9Yalcy+JXQ2QTy4I/JjyI6AQ1Pltzzuw2KU83Fyyf0AvP976HetWVdteibtegKo598yjqv75WPHHd9H5/PDHLvJkvALRtUA3/hd1FVq4W3h6uYvkhYbLkUwvjzNPqzDJECmJr5WxSRo7YbPi2jZOXTaG38frSE7LSRQLphEBsShZS1LliaZJHrPT9ACB+L1ly5lb+5F29AENZlHeWh+IdGHphtKxbBW3qVxWDC3eSMnHWeJ/dFy2XBwqzUIpCKM1hi7VJhLoBPmYr6qr5Gj5/e3+2A/1aWy9f6OflhvRsDVQp2Rgj6bdhSnh1F7T6ecfHD0OvB4ZMl0/OSEtaPTX3oNn9cjU6vDW4JX7aEY6zt5IwoG1tvP/XGVmAY++l/M8TocfJ6mNRWH0sCoChT4TgwBUVPvj7LAD5wgZhMrHrtG24FZeBccb38OmbiTh9MxFrj0ebZVoVVG7JNMNj5kbDRKBQIkaa7XMywhA4Er7bhNdC+N1U8XFqvfoP3F1dELXoSUxdcRqbT9/GyiORiE5QIzpBjS1n5JMP6hwNdp03TKSvOholXv/aLyfw2i8nxCDqrbgMBAcqodPr4ebqIpukW38yBgt3XMPgjnXw7rA28PZwkx0TxqVmY97WK7JA38mIBAzpVBfbw+4i/F4qnl9gKK3UvWkgbidmYtC3e/DW4Ja4n5yJ9/46g/kvdRczmaLjM7B493X0Nb42w++mok41b0TFq8WV06E3E7HmWP7vI7idmImv150Xezz9r09juLm6oOcnhubtc/7XBc/0bGTx+Ez4znZ3dcGQTnXx2Zpz6NUyCK8vPYEq3u746eUHMHXFaVRTeuDAF4Pw274I9G1dCx+vPosafl6oXc1bfNxBHeti/MPN4WYswSgsMKri44EUdS52hN1FSPMacHN1Qcs6hnKPPT7+z6yfDGAICq2e1Eec9AYMk6TCe16YeN0p+QyQ9uOxJlKVIX5nPduzIWpV9Ub3poE4dSMBGdl5CPD1lJWJ23HOsP9Zmy5h9bEonP3uMYv71ev1OBeVhDytDlqdDq4WysdO+/ssluy5jj/f6oX//XQEl+c9gSl/hELp6Ya2Dariq3UX8PKApniscz1xEhiAGAQTfL/tiiyrMydPJwZR7yVnicfLl2+n4tFOhh5lmblaNKyhxPiHmqHXZztwPjoZnRoZjokS03OQnm14z4xfclwMnAmE49pcjRYXY1LQxUIGqFYnzzaSHldM+SNU9lll2Jf5JLtWp8OR8Dgs2hmOrZIJxXNRSXioXW3M2XIZszdfRmfjuK/fT0Ovz3aIi3iEY6pnfzgkLv7xdHdFu6mb0aimLy4Ya60LHv9uL85FJeOpkGBEqtJx8MvBstv/ORaFo9fisGz/DXFhyfqT0WJPo8u38z8HhQz0W3EZaF2vKgDgl93XsXDnNfx1OBLqHA00Wj2+f6EbujcNxIOfbsf1+cORrM7FAx/9h+Hd6uPFfk3xUDvDMeCOc3fRpXF11KjihWkrz4qPM6RTXaye1Ec89klfMUYMjmw5cxvvDWuDFpM2QqfX44lu9bHsjZ7iZzsA/P12b0Sq0qFQKPDJ6jAk/PYMYlOyUDfARzyX23/ZsDp5U2gMVKnZUKVm438/HUHojKFoWddfLJMnlETL0+gwfPZ+BPp5YuKQluj/5S6EzhiK6n6esmOJ+LRssffS4XDDY4yefwhbz9zB9o8eRq+W+cfY0qAfYCgfJnxv6fV66PR66PWWv3+nb7iIRzvVRYeGAeKxx8WYZKRn5SE9Ow+Na/qhQQ0l6gX4YPqGi9hg8noH8o/x5o01LLITyvWeiUxCh+BqsgyHtKw85Gl08PdxF4+TU9S56DJtK7ZNe0h8HuLTsjFizgHMHdsV4x/OL0v62tITuHw7Bf+F3UWkKh1XfxiOr9adRxVvd9xdMspsbFL7L8digp2lZwsjLcvy8U1cWra4EEZY3KTO0YiLckxLIlpq8j5q3gEkpOWgj/E7Ly0rT5Y56GY8hzh6LQ4PNA2Em6uLOJE/Y+MlvDygGYIsVFXwMJY8TMrINTtvlTp4JRaPzdyHpGXPmpVJBPJ77h2+qkKQvxeCA5WYPqYz9Hq91fLNhnkIF1y5m4L6gVwkXRQMOFRi6enp+Pnnn7F+/XrcuHEDarUatWrVQu/evfHKK6+gTx/zFZNUPpR0/Uth7qmsJTi8N6wNZltpVrvWQpNTKY2VuoVjejUSG3Takp2rFSc/GxtXuNeq6m21LJGHhS9ESwxf0vlPtGlpD1sKaqIpvbl+oBKe7q6ygINwsCz16+s95OMzTlQ/3qWe1Zqn0gwL05V1eujFg3thO38fd3z2VAcxYCK1/t1+GDnngHjSJK0LKZwQB/p5YfSDjfDyAMvlamaO6YyBHeogK1eLIdP3IC0rD94Wghu2SikIwRBPdxfZZL30771gXHcx4CAVYJwsEyab61dXIubnp6DTGQ68q720Wva3EybBv36mEz54oi0GfLULej3QIbgaIu6n4etnO2HqitNY/24/TPv7LI5fjxcnlbo2ro4PhrdDQnoOFhvrknduFABf7/yv/3VT+5plKzWtXQWnpj8qWznax9iXxNP42hX+BsIJ2Ucj24v7CarqjbtLRqGKlZUj4uPUMgRTngppiE+fbC8LIAzpVBfvDWuD94a1AQD88GJ3pKhzLa4mvD5/OPR6oMU7G8Xravp74edXQ/Bop7oAgPefaIvXfzkOnT4/Y0HQ2cJJ9yPta2P3hfuIWvgkqik98PajrVD3tbXibYIezWuIE30/vNgNI7obVtRLJyn++/AhqHMMkwQKhQL929SSHcAGVfVCg0Alfnmth9io8ekewfh4pLx/wob3+uPH7Vfx8aows0mQPZ8+Ak93V7z2y3GcvZUEVxcFnu7REF+sPY/BHQ3Pwc+vhogndR8Obwu1ZOWidCXZRyPamZUG+3dqP1lJHU93V4ul4Xq2qImRD3hjwqAWGDH7AA5dVWHVpD4YPf8QnunZED++1B1Br/4jrsh7uH0dAIYSYmtPRGPDu/1R38YqVOGz0/AezEP8r8/Ay8MVaX+Mxr8no/HSomOo7ucproJ0USjQpl5VnI5MxMU5w9DUjsadeVodUtS5qF3N22oZFFPCSnPTwJdAusJ+8/sD8P7fZyxO9trzfQMYVu1bCkyYslUuQBoUquLjDph8hNeo4oXlbz4oCwYJE68RJqsuBUJwwppWdf1t1uw11b9tLTQN8sOk5fkTkNKg5IErKvRoXgOebi44YNKDoFY1H2TFpWPz6dtoVruKLFPl19d7IDtPh7d+O2lzxZ5g5aTeYqBSCJAChuwISyXsBrSthQmDWiL8XioGdagDvd6QhQAY/reUzWGv7ZKSSpYmaYQJKdOG8abBBgDipPeRrwajXYNqeOy7vTh8NQ61q3mjR7MaZhOWpoSSCT+/GoI3lp4wawAu5eqigFanR55WJ36WAsC5qGT89npPLN59TRbAED4PpZ87poRDivbvbgZgCN5+82wn2bGBMJF9ISYZmbla/LQjHB0b5mdD7r0UazaJCgAD2tRCdHwGfpSU9hJWNp+IiMcJSTPd6evzy8UI37UHja9HVWo2nunZENWUHuJttiyUrHRtPmmjLIPu3T/P4N0/zyDu16eRnJGLM7cScTYyCfUkGWrCe1S6r7SsPIw19oCJT8tGHcnzb4mbiwIKhQIvD2gmu75egA/eNy4y+e9DQ8btc70b48ftV61mEW0Pu4vD4SrZZ8OfhyLFJvKFJQQbgPxjr/Xv9kO919chPi0b3ZsG4obxc0r6txJK+/iNXYn3hrXBqJBgrD0RjQFta6FXyyDcS84SewtUfXE1fn29BzoEB6Bl3fw+WkKwVuirI10sILxnIu6nW1y4Yert30/BzVUBjVYPfx93cXJs8+nbuG0sdRN+N0XcPjtXC28PN/F10efzHUj7YzRUqdmyknSW3rs7z99Dk4nr0TG4GnZduI9T0x9F4yA/HAmPw0PtamPX+Xtm77eDV1R48JPteGNQC4vvk1yNDq8uPoYbsenY/8UgAIbAh06vNwsgDp+9Hxvf6y+WwjtrzBIRztG+WncegKG2fE6eVtZsVvjMvBWXAY1Wh3UnovFMz4ZISM8Rs2DWGfeTlJEje9+8vPiYuAhl/ckYvDesjfjZBUDMcrwYk4xr9wyv4zHzDyMzV4OR3RuI7yNp5uPkP0LFAMnIOQfEBS0bQ29j1/l7iF36NID8MkfLTUrRnoxIwDuSwNqOc3fFRRwXY1Kw/MBNMeN4U+ht9FPtlJXtM+3TEPjyGgCG49O0zDxUfXGVeJx+6Kr8u3HQt3tQq6oXvhjVEUB+xueR8DhxW+H18/HqMOw6fw8juzfA1MfboH1wNTR+y1B+0dfLDWG3kjBv6xXxfOfXvdfRq2VN6PV6KBQKswnquNRstKjjjyPhKjG4DsBqb8D/wu6iQ8MAXDAu+jl7KwlfrD0v22bSo61kZaHaN6iG6WM6YcKvJ8WSdV2bGMq6CudgANCndRB2nLuHpXuuY0C72uj+4TYxgFY3wAdvDW6JD41Bosdm7oUqNRt3l4wSA8dLdl/Hqw81yw/IGs95hOdQWJlv2sPg6p0UuLq6oFmt/Ozmkpq50ev10Or0VjNL4lKzxezY+LRsqHM0qPXqP9j0fn/kanRmWbk3JH0Vwm4lISZBLQZzhSoDaVl5sl5sri4KaLQ6DP52D2Y93wVvDGyBi7fzj0cyc7XYFHobd5PU+HnXNVyc+wSA/OBfUkYOGgQqkazORYM31uHS3GG4EJMMnQ7YGBojHo9GxKaJ56SC+LRsLDYuMDp1IwE9W9RAdT9PDOsqz2Q3JQTTL99OxaAOdW1uS7axpFIldfbsWbRr1w4ffPABTp48icTERGRnZyMqKgp//vkn+vbti7fffrvS1S2rKEq6pFJRGyyX1OMIK67nv9Tdru3T/hgtXjZdzd7KeGJhb6+Fjo0C4Obqghs/jrBaKkbK086Ag6uLAtJ5RS93V7Pa/tZ88mR7jOyeX07k6NdD0EFScsj0+fWSTLpbSn+c/1J3PNNT/rsJz7nS081qhoO0RI7pJtm5WnE1wvBuDfD9C90QtfBJPBkSbPF1LKSQC6mq1l4jv7zWAw9I+mj88loPfP1MRwDA0C71xPJL1+YPx5LxIRaDM92bBoor06TP28W5w9DWOGGt1enx9TOdLJZtcbPSVF1YmdimflXs+3ygeIDm4qIQV9RIAwBCVouftzu6NgkU93vk6yFQ/foMXn2oGa7MewJuri6YM7Yr9n42EADw9TMdseczQ7khafms+S92l/X1sHQgpfR0M8swETJGhPeE8PdpEKhE8u/Pmq2UKyjYAEAseaXV6mTBho9GtJOV6xJUVXpYXAVTu5oPalfzxmsPN8fpmUOxclJvKBQKPN+7sXjSOaJ7A6h+fQbxvz0jll6wZc07fRG79GlU9/OEi4tC9vsIk/G1q3ljx0cP448JD8LPyw3929SS7eOZng3xVEgwavp7o1FNX/HvKg02LH/zQSx6JQQAxOfw5QFN8dsb5n1SAOCpBwwnZaav/Q4N5RMibq4KTH28jawZer3qSrRrYHi9fTSyPb4d3Um8bfLQ1gg3lruy1IekaxPzoIxppsSkR1uJTb893FzFtP7HutTDL6/1wIwxneHj6YbvnuuMacPbye775qCW2P/5IFRVetjsT1FD3L8QeMh/zzwV0hCA4TX6z2RDSStXFwW2TBuAWwtHIqiqt9Xm8E9IymjlaXRIz8qDn5e71R4hpsLvpmLZvgjkaXV4tmdDq9sF+Xuhf9ta2P6R9fJ4gzrUKfDxLkYn41acPP3dNJthaOd64kr0h40B5NrVvNGtSXV8PqqDbNt6Fsrqubm6oEWdKvjt9Z5iaTdHjH6woXi5mTH7acVbvRC79GmkLH/W7LmtpvQQy9VNGNQC95aMwldPd8S4Ac2w+9NHMLZvE6ya1Ecs0yYIaVYDW6Y9hPkvdcfnozogdfloDO5YBx+PaAeNVo/pGy6a9aZ5pmcjWSk5U6avE+mxQOiMx/DDi93Qu1VN7P7kEax+pw/OfPeYWG5u/kvd8e/UfhjYoQ7eHtIKLer4o2Vdf3xhfM6PhJtnBgGGSfuCeugIgWrhuXNRKDBd8j625vnejcXPWx8PV0T8OAKvPpQ/mdyghi9cXBSYProzJg5pievzR6B3K+vZI01r+Ykl4T4e2Q7P924sKyNnaXHEird6YftHD+HPt3phymOt8f0L3XBx7jB8+XRHPBnSAK8/0kLc9t3H2+AJCxMCLgqFmLkBGDLrFozLP+ZLy8oTG1VaIgR9hAnKz0d1EEtqCcc9rwxohqdCgjG8ewO0rOMvZplYM7BDHahSs8XvIMCQdXZx7jCxxKLS0032PRxssmJyTC/DsZVQpm5g+9o48tVgDOxQx+KK0il/nEaLdzZizPzDmLPlMt4xBuSqKT3E17W1cnLzX+qO5rWriMe5Zvt+rDW+MOltJEhIN0wiBfp5yl4f9asr4aJQYHi3+rg4d5isdwxgKKPk4+GKj0YYPvftDTYoLWSfWnpt9TQGA4XVqvUCfNC2flXM2nwZi3dds5oFNnvzZXT/6D/M3nwZE349Ca1Oh5aShQsA8Mri4+j24Ta8svgYnv3hEJIycsR+JbaYTvKaaizJbHiwRU1MGNQCuy/cFyfP3v/rjNjH59SNBHy17jxS1LnIyjNk69UN8MErxoDQwp3XxGDDp0+2x5BO8uO6GWM6o3OjAPyvT2PEpWZj1wVDhpqQRTV89n7M3HjRYnAvKSMHF2KSZVlWUrkaLVYfixJ7BOn1esSmmJf3E0z5I9Qs8CYNogKG8oY/75KXmJEGabeeuYNXlxzHyiO30HyS+SKCiPtpZougXn+kOcb1b4rDV1WIT8vGSUlZpABfD+y9eB89P9kuBulvqtJxPzlLfP+/PKCpWalZIUByySTQnpmrRZUXVsk+619cZMimGNi+NgZ3NLyvpUEPITAxwJjhPPmPUFnPNFsZzoL3h7VB/za1cC4qSXZea1oWMslYZvDp7w2PmZGtwd6L9y1mrQqZSOtPxeDx7/bJFjU+FRIMrU4vKz+25cwdnLqRgCovrMLGUzFYffQWgvy9kL5iDAL9PLH7wn1k52rxP0lgFJAvDDzy1WDxu+6/sDvQ6/VikMpSA/a9F++Lv+PQzvVw9Jsh6Nu6lhhseLBFTbSpb/i8k65o9/V0Q8T9NExZcRod39siy9a5m5QpBhsAQ+AYAD5ceRZ3kzLRok4VxCSoMe7nYzgREY/bCWqzkmW1Xv0HgGFhgColS5xX6/7Rf+jywVZZ9pBpJoHU2chE/LrXEGA9Eq7CrbgMnLqRgAc/2W51kemZyERMXh6KKi+sQo1X1uC9P09b3C4uNUv8jlGlZuO6MRv78u0UjJp3EN+svyg7Plxx8CYCX14NABj23V6xygCQv8gh3aSkkquLi7iwQ5WahTxNfkk6AFBn5+H5BYfxwd9nERWvxvqT0TgpCRILAZHLxiBFu3c3Y8z8w3h+wWGsOxEtBmkvxaQgWZ2L15eeQOvJG6HX6zFz40X8ezIGfVoFIVejw+qjURbPIy1pVNNXVr6MCqfYMxxeeukli7We1Or8L4kBAwYUuB+FQoG9e/cWuB05LioqCkOGDEFcnOFLZdy4cXjmmWdQtWpVhIWFYdasWYiMjMSCBQvg7e2N7777zskjJkeVdEkl4YS4KGGH2c93EUvxWONo3EQ4Tw8ooBRQ/vYKuCgUaFGnilnAIaR5DVy9m1pgs2nAcOL9nPFk0d4vMVvlgqR0ej0UkmfazVWBNwe1RHU/TyRn5KJedSVGWygVIUyW/PFWLzSc8C8Aw8oD4W83snsDs4kNW7/rvSWjxJNyKenEuKUSRNd+GI4aVbwQ0qwG6gZ445jJwVh2nla2YvkVyQSIpT+/MEahZIMwp1/QBJ0QBHpnqLzRtK+XO8b0aiy7LsjfC6rUbHh7uOLfqf3Q8p2NeKBZIIZ3b4Av155Hwxq+4qSqr5c7+rQOEtNIgfzXoaW0TiB/srpXyyB0axJodnu/1kGyvgLtjEEPoXlWl8bVZav1FAqFbALby8MVF+YME1fTC7ZOGwBvDzd4eVhemS7l4+lmlib/s3FSXJjolh7kWmoIZg9hksD0tfPhiHaWNrdJoVBgjjFlukUdyxMpjnB3c7H6NwQMmQ3PPtgILi4KjHwgGCMfMF+d9asdPQ6elKzqal67CsJmPSbWmhUc+WqwWN9W6P3hVkBA1tGArZdxAsMaS59Zpo/xzbPyic85Y7vhud6G95c0EPvmINtp4zX9vcSTRyHTRFC7mmGMwueGpV5Cbi4KMfjTtJYffC2UETPVsEb+5I9Gq0O2cVJn8/sDxJWDBRFW4fvZCLZdnmdYueVnHI/S082sPu1rjzSXlRexRFhZK1XF212Wxi4EfADggWaB2HPxPkJnDBVPuL80rhKM+fkpuLoo0HryRqRm5uGX13qIJ/cKhQJP92yInefvyla2mXqhbxOxIeG3ozthcMe6uBCdJJbBeaRdbUTcT4O/j7s4ibjz40cw8JvdOH49HqnLRyNXo8Pi3YZJppf6N5U9jyHNaogBZ8DwHfdf2B088/0hsSyHdCJ67ZR+APInec5KykdJTXmsNeZtvSL+/M7QVmL5s32fD8TcLVew7ewd2Wdmo5q+eHlAM3H1d1tjEG/KY61ln92mpj7eBot2XUNcajaqeLubNQJ/vndjPN+7MbJztVhzPEqst/zpk+3Rv20tDPhyF/59tz9CmgUiT6vDwG92442BLTCmV2O8NbglrtxJRf1ApZg9sOfTR+Dr5Y6mtfzg7uoCFxcFBnaoA51Oj1pVvfHNs52w71IsbqrSxTrGHRsGoKOxZJ0wabx12gB0blQdn6wOEycUXhnQDBMGt8SEQS3E9+CgDnVw48cRUKVmI7iGEu6uLli2/4Y4adO8dhUxKDpcshhCeM4Gd6qLQD9P/Pp6T1mGZf82tfDaI83x7A+H8HSPYMz+Xxc83bMhqni7o029qnBxUcjqtAP5gQVBkyBffPpkB/H1ABhW1L77eBuM7dMYTSZuwIt9m+LXfRF4d1gb8bNw/CPNsf5UDF57uDliU7PEDI5aVb0Rm5KFni1q4PVHmmPX+Xuo5e+NyY+1xpI91zGoQx00rOGLmyrDZIUwWbr5/QFoVtsPdQN8MP+/q2K5j09GtseS8YYM0qclAcu/JvZCzVf+ga+XG4Z3a4DpYzrj0el7xKa6rev5Y+7Ybth65jZqV/PBpEdbAQDm/K8rvDxcsXyCYUL4170R+ODvs2Lm4bj+TcWVrACw//OB+HLteRy4osKI7g2sLhiY/b+uWLYvAp8+KQ9Ytg+uhsAqXlj8quE4wdvDTbYa/Odd15CZq8X/+jQW67Nb4uaqwOJXQ/DKYkOmX7sG1WTHO4BhQcLpyESxzv3iV0PQQHIMNHNMZzzSoQ7Ss/Lwy56IAs81AEOAIi4tWwxMdAiuhvXv9sOwWftx+XYKBrStJWYD7b5QH3eTLAcckpY9i+UHbmDKCsPknun3l+Db0Z3wxiMtEDDOMHH3TM+G4jlP18bVxcn7hS8/ADdXBV775QRmbzaUIapRxQveHq5wcVHg+xe7IVmdI5sYnfJYa8QkqKH0dMPFmGQ839vw+SD0PTt4RYWYBDVmjuksK/Hz7fqLqFPNG5882R5v/mo9IGSa1SWdCBdKUb45sIXp3bD9o4fxX9gdMYhiWgbSlKVyhwLh++91SRBk9IONxH4zD1sIMCm93PFMzyAM+naPuEK/fnUf3E7MRDWlJ4bPNi/L6OXuCr0xK/b7F7pBoVAgPj0bP/4XLmYyCp8F4/o3xY3YdFmg6dEZ+XNZG9/rj9b1/MVjGOG5mja8LW7FZaCa0sMYAHXHjA0XMX3DRcwd2w2uLgrZ55ZU63r+8PZwxZnIJLzQtwk+faoD/jh40+Lz2rimLyIlGRJ/THgQLyw8ir6tg6DR6i3+/vNf7IZJyw2lwk7PHIrWUzbhN0lmUfsG1cTsnNEPNsSqo1HI1egwfomhr5PwdxKO1wKreOH7bVdw+KoKCek5WPFWLzHzStCopi86NAxANV9PZCZl4lxUMqq+uBrubtaPaaUBH2lA8r1hbRCpSsfyCb0s3s/LI/+8tn+bWpgxpjMm/HYCZyKT8OXTHcVAyoC2tbDPmN2z4uBNDOxQB+um9MWZyEQ88s1uMbMGMCzOkfaaETR9ewO6Nw3Exvf6i9cJQYZWdf0RcT8NMQlq2WeZYMqKUJyJTML56CQsP3ATvl5u6NgwABdiktH3ix04/NUQAMDyAzcwZ/NlDO1cTywbChjOmfdJspOCA5ViMCYuNVsse3UkPA59Pjdkb8j63/RpLJZTBAyl33LytGZZE493qYetZ+/gfHSymOEHGM4VMozHO3O3XEGruv6y8numWaZCqTNhocr+y7EY2KGOmEVnbX7oTGQiouIz8Lfx+/FCdDLWnzRk6jSt5YesXA1CbyaKAf6C1A3wQYSN416yT7EHHE6fthw9A/JPCg8eNK9vKiWkYFHJmDp1qhhs+PHHHzFx4kTxtu7du2PUqFEICQlBREQE5syZg+eeew7t27e3tjsqg0o6w0FYDV6U92n3puYTrdb0bR0k++IyJc1UAABvT/nE2OShrfH9tiuwJHbpKLgoFJixUX4CJDQws9VwU6D0dHP4ubC3pJJWp5eVrhKCBNJMg6Wv9cCrxjIsBREm6P94q5eFBoTmv8Nbg1vC3dXF5gSawFJDwzrGk/bdnxpW2kvTvTe93x+NavrhdoLarIkoIJ8AFAiTPlrja7xr40DUr+6DZW9aXg3uqCvznoC3pysaTViPxzrXQ90AHzzXuzGe69UYHRsG4Cnj5LCPpxtilz5ttVE2YHtC2NoqawDYYtIY/OH2dXDmu8dQ0z+/ZEBB9eWlNYEFfVvnr74XGopLCSdeAODt7gq1JMvF1UWBYOPfQ5hkLmrfE8EPL3bD0M71imVfJa1L4wCxZ8WuTyw3qy4q02ADALFnBZCfOVPN13Zgtbgz0ZSebrgwZxjORCYg4r7hALygj70q3u6y1529hIBekyA/cXL8/WFtMGvzZdQ2BnUtZWEI2jaoCi8PV9z4cYTdQeDGxtJldap5I0+rR3aeFl4ergUGh0Oa1TCbEKviY/3zUhpgHdShDj4Y3hYDvtwl26aq0kMMfAKGJvW/7DGc5D8VEiye3CoUhuDxv8YTqmq+HoAq/zuzpiTj4dFO9TCuf1OL9WqFesob3uuPPI1ODARKLXolxKwXw+5PH8EjX+9Go5q+WDCuOx5oFog3fz2JtvWronntKoiUNCCcNqIdnuhWX5xsEfwzuS/Ss/Lg4qKAl4eruGrangypRzvVw+b3B8jqRZs69s0Q9Pxku2zyU+rLpzvC18sd3ZpUR3U/TzEDCAC6NQlE+wZVse3sHYtZf4UR/v1w3FSlo6rSQ/Z9KOXl4YpuxowiaWk66WU3VxdxkgEwHI8JGXnzX+qOhjWUsiw/gbTsn4+nG8Y/3Awf/H3WYpbfE93qY666K/q0CoJCocD8l7rjs6c6YFNoDP7Xp4n4uNIxBFX1lr3nxNrNXw+RZWBZUsXbHbcWPim77p/JfdGjeQ1UVXrgvWFtMP7h5vBwczXrwxM6YygOXVVhqnGiVyjbVdPfC4M61MG04e3QIFCJutV98Nmaczh+PR7exs/ymv7euDR3GIJr+OKjke1kmUIPtqgpfl9rdTr0+Hg7RvdqhFEhwWg1eRMe7VRPzKLzdHdFnWreqKb0wPBu8uwMoQxff0l/pneGtkZqZh7mbLmM2layurw93HBx7jDU8veGl/F4Y/mEB7Fo5zWM6N4AvVrWhJuri9l7wEtybOLh5oo3B7XEuP7NZNcrPd0Q/+szUOdoUN3PEx8/2R5BVSNkGZ2mTAN/gs+e6iDLileaHIcnq3MxoG0t1KuuxPX5w7F0b4TFEqj3loxCpCp/UjSkeaD4+VrVxx0pmXlwc3WRZWkKQW2BtA76c70bY+OpGKhzNPj19R5YcywK7zzaGquO3hKDNgBw9Yfh6PzBVoTeTMTnozrg3ccNpRwXjOuO0BsJGNKpnli2SwiGmPpkZDu4u7nglYeaYcme67h2Lw3fv9AN/xyPwlfrLsi2fXuIITBUN8AHLepUwf/6NDE0eO5UFzWqeGHt8SjsvRSL//VpDIVCgXdXnBYn5eLTsuEtmSidPLS1+B3wyoBmcHN1QeMgP/xu5bi4f5ta+OPgTbw5qAXqVfeRleB6qX9TDOta32bA4fi3j+KpuQfEwKylVfGLdl0T690LpQN7tawJhQJYsD0cPVvUwMTBrTB6/iEM6lAHXh6uGNOrEZ794RDCZj2OaX+fEcu02CPu16cRn5YjBhws6d400Ozc88AXgzB782VxMnbO/7rgVlwG2jWohuv307Dj3F1cuZOKUSHB4mfdF6M64otRHeE3diWGd6uPBeMeQNitJPRvWwsbTsXg0FUVTk5/FHsv3sdHq8IAAIe+HCz22RBsfK8/6lX3sbhA5sMR7TBteFvxMesE+ODy7RRM/iMUo0KC8VC72ujcKACtjOVjkjJyxO8G4X9pSeAq3u6YOKSVLPPF38cdD7aoifeGtcHcLfnnyELZQ9XSp+Hj6YbuTQPh5+2OetWVaBLkJwbTnuvdGM/1biz+vPDlECx8OQTdP9qGG7HpGNihDpIzchB6M1FcwCR8LpyOTEQ1pYfZYrHXH2kuZgpKzzF0ej1y8vJ/Ni13XNPfC3Gp2fj6mY6ybGuh5JWpL5/uCIUCsnK6v73REzWqeOHAF/n9P4Rg+M+7rskm7FvV9YdCoUDXJoG4t2QUar5iCNy2rV8Vc/7XFd9tumSWtQMYMpUW7cwPhgsBhzcHtcDEZafQZsomi+eHwoIZ4Vw5I1sjZs+ci0oWMw6EUo+Ldl1DwxpKnJ75GJ778TBG9QiWfW5NHNIS7/5pCMROWXEaVX3c0bCGUmweDcgbSPdsbn6MJQR55o3tiikrTuPnV0PwfO/GeGnRUaw/GQ1/Hw80reWHUzcSoNXpZL24vvhHXhIrIzsP1ZQeZiUib8Wlw0WhwE87wjGiewOLWWNCCdUHmgVi/2XDZ6agl7H0FWAo09andRBCbyZaPMa1pF51pVmpTnJcsQYcWH6n7AsPD8f69Yaofo8ePWTBBkFAQAAWLFiAwYMHQ6fTYebMmVi5cqXZdlR22erhYGk1paMKSvm3h/Qk1dqYhBIuBa3kNZ3s9/GQf7R9PLKdWcBBKDsjHLSb1vAXJnTtyUSwZzLelL1PoemkrqXAxrMPNsL56GSzFX0CF5MJAYH5hKT562aGSfpwUQnfEzE/PyVOcjWq6WvxAKtGFUMKrrR5rzB+4Xmp7ueJK98PL7bxCZkC0vEIK/YAeRDEUqq/VHFNUAEQmzEDhtdbYV5zUgqFAmN6NZI1HL3y/XCkZuZi7fFouLgoZBNQET+OEC8LE5Y1HegnYotpjeiyTHoi4ixVlR7Y/P4AsSGpKeEtXhyf06Ya1fS1GMwqbi/0a4pdF+7j3OzHxdIbT3RrgFmbL4sTptYyss7Pflx8bRYUbBBqdwNAz+Y1EPPzU3hx4RFkZOfhu03XrJYcqVPNG/eSs8S/w39hdzF6/iGxRr2QvdCxYTW0qusva3Yr/QxeN7Wfxf1X9fHA1e+Hi6tfX3+kBX7ZE4GH29XG728+KAYcQprVwPIJveDhdhyrjt7CsjcexK7zd7HuhGHy6cmQYLFhvKe7ixi0tMZSxpXA090V0YuexNFrcaim9MQz3x9EkyA/3Fn8lBh0FwLCQqAj27iC7cS3j6Ka0sPiSV5VpYesAW6XxtVl3w8FkU7gWtKuQTU81qWexX46AqFPjCVCScDCZnGZcndzkU28vzmwBcYNaIr4NHnZnNb1qpp9L9oThAHkmR4FeWNgC7zYz/L2Hm6usoaYgOE7d5wDn9nN6xi+u5oUoiQXANkEmbXJI8BQwqh+oBKXb6ega5Pq4oTp9NGdZAs0QprVwJhejQwBB8nxnRBQt9Vk3dXFBadmDBV/Pj1zKJrXriKuFHU19j2I+fkpcZuZYzrjbnKm1ayuz0d1wIcj2tp8fZkuvmhRx9/u0qFSXhYWSHh5uIrXWwsm2Ev62SadEB/QthbeGtxSDIDVruaDz57qYDHg4O3hJvZBe7pHMD4c3g5fP9MJL/98FA+1q43XfjkBPWxn5EotfjUEbzzSHL0+2wFvDzesf9ewutjFBfjrcCQC/TzFjJ461bwRcT8NUyVZSt2aBKJbk0CLcxzNa1fBqw81w1M9guHt4SYeEyoUCrwyoBnmbLmM4Bq+4t+2b+sg9GkVJAYbAODS3GHid7abq4v4+hvVoyFG9Wgobvd41/qyCVZpCVTpgoTvX+xW4HMy74Wu+HxUBygUCjzRrQFe6NsESk83LNp1DX5e7uL3l+DpHsFisLlJkC8a1vDFgS8GofZ4QyaVdLGKlItCgdAZQ9H9w21iALCBsZxl45p+qKo0PM7oBxuJmZ5pfxg+89ZO6Sce+wvfqwqFYWWzt4crsnK1iP/1Gaw/FY0sY0+LegGumPRoKxy/Hi/2WgEMx6+W+uk92qkuavp7o3Y1H7E594juDWTfk2cjE3EFqbK+Z4LDXw1G89pV4OPpJn4PjejeANGLnkSAryda16uKj1aFwUWhMAs2AJb75ElJ3089mtdAj+Y1ZFngUtJ+FW3qV0XnRgF4c2AL8TVzZ/FTFs8fd3z8MACIq9cXvfIABravg78OR4qLa9pKgvCDOtTBjVjDynmhROYj7WsjMT1HzAju1iQQN2LTMbZPEzzRrT7uJWWKGboTBrXEuJ+N2Q99moiLt9xcFKj3+jrxOsCQaWrN4ldDxN+ta5Pq2P/5IKvbWiIEEoSszIfa1rL52S/0ffjuuc4Y1rW+bFtvDzf8MeFBBPh6op8xs/bX13uKmYZrp/QVy2UBEMsuVffzFCfYG9e0/v04fNY+HLyiwvTRncQAliBl+bOo+uJqMdDw08sP4NytJPy6LwLtgwPg6e4qHmdKAw6e7q74a2IvfP7PedxUpSMlMw+Pdq6HqPhbGNihDvq3qYWFxjkFHw9XdGtaXRyz0B/t8FUVavp7oZsxiFfLeNz9cLvaWHciGl0aVxc/27LzdLIshjtJmfB0d8HV74ejycT1yMjWIDUzD1Mfb40HW9TEpN9P4XZiJjRavdgD7kZsGraeuYPlbz6IuLRsZGRrMP7hZnB3dUFcWjaycjTo/tF/2HcpFl2bVMfs57tg0c5r6N+2Fj5dcw6jH2yIzo2qY0yvxrLeGbbUC/DBXUlvECqcYgs43LplX5M7cq61a/ObhI0fP97qdgMHDkRwcDCio6OxZcv/27vz+Kiq+//j78lKMkkgISHsIVEWkVX2zQAqgqIgBRFpUeGrVjRa1FbUqtVad20LLvxQQWtRqpZasSougIgLqIAoiILKomLYNRkwQHJ/f4R7mT0zmS2TvJ6PBw8nc889cxLnznI+53w+i3Xo0CGlpQW2ShCx52/hcbY9JeSAQzhWztps0n+uH6q/vfqFrhrZyeXN2GR+vk8M8ou++5cq56BBSlKCDh+tcikY6N5Gkm6b0ENF+V/rnN5tPIpTuXMvBObuj+O6WpM+UvWXGpuPhFR5WY1087iuVj7eqirD74cub/7PbTLg1RtP0+fH8h66Bh9czwslZty1IFupyYnWhzdfzIcIdDJJkr55eJy1/dkU7N8kmsyAl3tR37rGTN/grHF6ivWFJseequkjOurG87q6TAi2zEnXp/efY60IR/T5m2Q1X1uisVM0Uo9wbu821mSrWSC4VU66ipplaGSP6hVxM87u7DU1RzDPy3nTB+lwZZX++9EONc1MVbY9RUmJCVZ+a3OS5MO/nKWCPLt6/H6xCvIy9PSVg7R1t8NaVXxS6+oJ5GaNG2nn/kPWxHDrpnZdc1Znl4BDIJrYU1zSeZkBRvfXPbMgenHnfD333rcqbJahy8/oaK3yPLF5lvX+4y14Xj2BG/gLf05Gqs7pVb1ye/tjv/J4jTMndczJjxHdW+rGsV3UqZXnrh1/gnl/CIS3XR2BMv9fBlrPKRjOAYWONZftiAibzWZN8ETC8C4trKBUpNlTk/T3S/rKMAwdrTTUqVVjDejgOYFuroD9+ZD/nYI1MVcmm893b7VnnFfb++Jvt1a8SnP6HF49KRn4EzwtJUmPXdpfo09pbT03n7xikNYfy9NdWVll/c1q+vwtVe94u21Cd41wGsPgTvkeAb350wfp+30Hvb532mw2/b/L+qtHuxxd9Mh72vT9T3r1xtN8BrV/O6KjfnssrZD52jH3sgHWrl9ToIHMh6f2cwk4mEWOTb8eUhTwd7OUpETlZR3///PwtH4yDENF+RmaPKTIY7fTk1cM0gHHYb2xfqe1q8p5YZeZlmb1XWep702vWvdXHEvr89Lvh1mTrOZOngkDCpSVVv26fLTK++f5B6f01tc/lmnxJzvUo12O/lkyRK9/+r06tmysz7cfOLYr4vhq5oQEm+68oKdVl0Cqfm90Dzb8ekiRyn45on+WDJFUvere/F7cxO29x/w7uwdhJFmBKnfOk/+PXz4g6p+VO7TI0ju3Vy+OeeOPZ8hmq/nz4N8v6at3Nvxo7Vy77hzvQfg/T+ypW8d314ebd1vv0/92Wzgxpk8bPffet+p87HNRy5x063k/YUA7NbGnaNwDy5XfpHqC2nxv2P3kRJd+/O2idv59gg02ODN3qafV8P5k/j8tys/0WgPOPaVqVlqyZk/tK3tqkkb2aKW/TOqpm59bq3N7t7FqULRpmq4DBw8rPSXRqtUnVX/OM18XDMOwCrWfdUprndg8S4ePVunAwcPKb9xIiQkJ+ujus7Vu6z4Vd85Xi+x0ZdtT9MTSzR5118wdYlL16/OYPm21ftt+3Xcs8GsuhBjfv0Ctc9L13b6DSrDZtOnv51k7LJyzMyz+5Dv1bJej7gXZemRaPyvYYu7mK8jL0NDO+Xr3i1365Uilyw4HqTqDRF5WI7VpatePBw6pyjB0bq82OqWoqTb+dawunfO+OrRsrNG9Wqt1Tro27PhJlVWGBndq5vG6awble7TL1luf7dR5fduq9wm5mje9OhhiPq8l1wV8NenYMksHDh7R1t3lXrMuIDBh+/RXUOC9sjzqluXLl1u3/dXSsNlsGj58uObPn6/y8nJ98sknGjzYe/471D3+dhs1tqfou32eK1GCYX4WDWY+Kz0lUQcPV+qRaf2sFaund2up07u11MbvDvg9t6YdDibz1/Y2MWDmiWyUnKjDR6s8Ppi3dEvz0LMwx1qR0iqnevVLcmKC1tw3Wl2ve9mlbU2raG8Y21UL39+qLT+WafVdZym/SZrOvXepR7v8xo309q0jXPK9VlYZHrn0vXH+f+G+wqlTq8bWBwnngIN52yw+Wdt4w7ePjFOOPVU3LKg5T25tghreVp2EK51PJJSM6mSt0ItnCQk23eulcLMU3KQu6r9Jg9rVuFqvtszUUY3Tk/XpA+da9/uqmxEIc6WkdLwejPnl+cjRKqtop7lLyUxVs+lvY2WzVQcTnb90Zh6rb5OXWR1wcN79421Vsa8x/fz0hdq+x+Hxmmem9vv2WP5lc8Vc94Lq96jJQ4p0vtNqWOfgwojurXTnos+81uDxt7K/Jt4CqkNPbq6P7znbmlxIT03STeNin5KziZ8UVzUx02OR6bX2Qgn41IbNZtMlfnZ5mDuXzIBiqMzr/9dOqRwauo+ccpgHGqx70qnm0a+HeP4tzSDG0SrD2uHgPvHuTWJCgpUiyZ+8rEZ+Vzmbk9tmPa1Ad5qak9iB1m7zxr2elPsO08ecduLWhs1m0+VneNZdMD17zamqOFpl/c7OQYnUY2Pr2LKx1tw7Wuu27tPUx9636gi0zEm3djAkJSZYgR7z/czXdxxzd9XarfvUrHEjJSTYdFbP6vSbJ/j5DOr8fBvf3/MzgvvfKjnJeVGa6/+j3Mzqv3NtdxVf4FS7Kha8BVy96dAiK6CJWLO22fAuxz/vuQczzj6ltdbcO9rKv+/OfP01V+X7Eo2FZfZjr93+0uNKxz8fBvPdx3nnYMmxekefbt1vBRwOHa7Unp8rlJvVyCV98879h6zd9mYdhb4n5uqE/Eyvz3vn7/iSlHvsNdF9x+qyP52puW99pcfe+MraIfXbER2tgEOLJmnWtfnzoSNqmpmq28/v4bIA5MjRKu14bLzaXPGiVm/Zo79dXF3XZErx8Qn9Zo3TNKBDnk5u3VgXDCrUF9//pIde2eiRYsoM4thTk/TdsR1SjZ0e63Gn94PMtGRt+v6AUpIS/L5GZ9ur+wwkHXYgOrVqrNY56Vqy7nu/r4/wr24vv0TYbdhQ/aKSkZGhtm3b+m3bufPxLaUbN3rPf4+6yV8Nh0An7/0xP1wE05O55c58k3MeYqMaPoR7WwHkbyWP87Fze1evxux2LCet+YHfPd3IhAE1T1wZMmod4Tb/Zq2a2pWTkepSTHbNvaMlVec3LcjL0NmntLLSllRWGVZhso+ctvLXlvOvbf6dRvWoXiXrHKjyl1rDXW5mIyv/drR42x5dV6SlJGl8/3axHgYaqhhMjLbNzXBJWxJOV486SbOn9g1bShupuri1uTvBfN0z+3fOEWsGI0xJiQleJ9rNlZpnnVL9Wprr9IUoNYB6Pc/PKNYHd54lSV4LBiYnJWjqsBP152NFuc33hNZN013amOZfMUj/mnGqpOrg+YGnLrAmTiItHAXbw8191WowzP+35YdC2xmKuiMpMUEnNs/U5MHhCRDYbDaV/eNCl0k4HFfT944Xri3WyjtGuhTL9sY51Yr5+TXQemjhZE5opwX4mfeCge30z5IhAQVHAtXMz6RbJKQmJ/pM6WZ+h0tIsKl9iyxNGNBOTTNTdYmPVG0m8+93pIZFVTed1zWo1JuXOqUd8pdi2LTrJ+8FwCUpN+vYDocQ05g2NL6CDVL1Ir6Lik/QlBoCtD28pKEa3au15l5evTs7NzPVJV9/bZjB8Jp2pHdtm607JvbQCbVcTGaz2ZSYkKBuBdmaOuxE3Tahuw5WHFXpT7+oWeNGLpP6nxwrGG8Yhr78oToo/vyM4oAfq1/7XD3x2wEa6BZsOrF5ltMinerXz7ysRtbCE+f/Z1lpydr6yK90kVMgQap+DXb+PHXqSd5Tuy6+YbiuPJZG0NdnYPP1PKNRkr7fV522qImPxQmZacna+N1PapWT7rXelMlcWJNTQ427QNlsNo3s0SqoejLwFPn9ragzKioqVFpa/UW6pmCDe5tt27b5aRkYhyO4HGh2u+eXbgTG3wcsw3DNweePr3bmi30wqZXMtuaqJOfJ7XZ5GXp4Wj/d/sKn2v3zLx7nevuy4m+1ofO4Flw9xKWPa0d31pHKKo8VGZFOP2L2bo6tU6vGapScqF+OVFpv8uYkeovsdL1/5yi1uOwFVRrHdzj4Wx3lK0WTO287HNx/969nnye7l+3DNbnmrJOUkphgrZbwpra1fhZdP9QKpL3351E6sZb5oGPB28pioD6wgs8RfPlMT03ymWO+tq4edZKVR/uhi/poZI/jeeJrs3uqUUqiyv5xoSqOVOpopaG+J+QqNTlBkwcHlubCOU+9szdvOcN673LO2T6qRys98dsBPl8HnVMYSHU/vVukhbLC3gz+m+kfUD+sve+cWA+hXvvswXOt3cA1BYtP69LCYwW/N+bE9tEqw/rEG4uAg/maHuj3hqTEBI1xKyIeqkimQQvW/53WXpt+cN0ttNWt+Ls3+Y0b6caxXWoMNJmpWgI19OTm+vHx89X80ufV1U8BdJOZYs1bSjRzNXWg9XNQM5vNpoen9aux3fMzivXTwSPq9LuXrPsGdMjTpGO7Rr4N4DlWE2tnaw27KVKTEzXj7M5+2wQiKTFBf7+kr/6zerscFZXa/fMhNcuqXrT3n+uH6rn3vtU/VnytsX3baunnP2rs/cskBTeBnpiQ4HMBkPk8Pny00rrv52NplvztGpKkl/8wXIXHAi5m3RZfn0Gd5yucbzdJT9aKO0ap2/UvW3MQmWnJVg2Yxj52ozZOT9bqLQc15CT/xZ7N1E/hDO6O7tVa5z2wTK+v+97lu0K8C3ReNtj5W2/qzrsVIq6s7Hi1+czMmifrnNs4n1tb+fneo6C+UIS89vzNl5x9SivNfXtzQP08d82pGnHnmx73mx+201L8v4Sc1KqxtWXdPMf8UuE8xIQEmy4qPkGzXv3CJeBwcpsm2rDjgNcJm+o3Ku+/aILNZhUZcx9zZlqyR8S+Jub26UAn9b05XsjV8z5JWv6nM3Vy6ybWz6nHtvVWVhnWKttAVsrWxHneyfzrmOMwL7maCov6kpvZSLeM724FHH5+epJHm9pe1c75f7sF8AWirvjq72PDujIbqIvi+e26VU663/QrwUhNTtRtE6oL2+558gJJ1Z9l7rnwFM18dk3Q/fkq4JqU6PsLJTyFssOhVU66dj8xMao7+IB457wbuKZFF2bqupp4WxEfSpqi2po4sJ1LyqhocQ7iRFr/9nn6cPPugNpOHlKkyV5SYNXEZrNFLOWePTXJo0aHL2d0a+mz7bh+BbKnJmm4n7pZiIyMRsnWBLIp3IEfczFCIKmLwyk9NVEHK45q17EdDlJ1mumDhyt16Zz3dfhopTYdmz+5/fweYVsUac7bVDj9vhcOLtQHX+2u8XOSc+24/914uj7bvj+gcTlnsWicnqI2TdN19aiTrHqBzZuk6dmV36p5kzSf35fNGiqt3WrguDPfa8IZcBjepbmmj+ioSx59Tw9P7Welh4t3GRnRS/3MLEgDcujQ8S2DKSk1f/lKTT1+sR48GFrOf0SXvxWawXy48/U+YvZfUxFA5/PN4lpmRNtbQMn98c7p1Vo7507wun3OPSWSc5/eAhTmm2Ig22vdvfQH3/VOAmU+vkvRZqfjvYqaukxoJFlBjuMrL1KSQ3/Jvuy0DtZOCnPlrLmqJ9xzht4+iMTTzoRwaJGd7jffJBDP6nNa+4xGSRrdq3XI/dhstoAKxyJyfK2aCxTBBiB4r954miTfaTdMgU6mpaUk6tbx3XTp6R2scyJRzL0ml5/RMeDJ7HCKZtHSN285Qy/9fphLeiJ3d03qqRHd6ncasWx7ii4YVFjjAjtER7jT6ZqT7GaB82ixpybplyOV+n7fIZf0aENOytcvR6r09mc/auazazSie0tdOzr0nRUmc6eE83fxU4qa6r07RwXVT2GzDCtldU3Mz0/t8uxaPPM0JSUm6C+Telq7R085ljqrIM93ZhMzpVmrHP/ZT8wAVU6YajhI1e9Pt5/fQ38c181l5zACx6tnA5KWdvxF+vDhwzW2r6g4nkonPT30C6y0tJQ0SVFS09bAQFej+voKcLCiOpdxMFt6LxhUqKtHnaTVW/ZUj8Hb43n50pHRKFnu8YNF1w/V5FnvSpJuHe8ZQPG+I6L6v7XZOeNrm+Fz15yq7XvKA+rDHJFLwMHPlyybU7ojK6VSku9JDyPAcMHYvm01tm91urT01CR9dPfZ6tiyOqVT66bp2r4n9K1z/rx47VDt8pI2C0B4xCIIUJ92JC7/05mqOFKpAR3yIp5qD9Fh5gVukZ2mnft95+sGED6DOzXT8zOKNbJHy5obB8Bms+n353ZxuS8WOxxi6caxXXTKsRRAkXZa1xY6ravvgELJqJNUciw1IRApw7s019LPf5QU/oCDWSw66jscjgWwPty826qhIFUHuHq0y9ZfFq2XVHONy2A1Tk/RnicnRvV101yc2r99nhVkcGbWjKys9P09wgw4tGka2HxkuIpGm1KTE+vdwqHy8sDmrxwOR9BZatwRcGhAgk2R5PxEDCQFU03sdjsBhyipTQ7qYJgv5B1a+i4KJblOqNtUvZLAvMvbToNW2WnWFkJf/UjV21/9TQN5CziY9/krNhSsYFa/JliPf/y+9NQkOSr8F6K02Y4XAfe3kqu2832dWh0v8PncNafqu72h72Ya2jlfH3/jfbt5E3tKSOktAPgXzUny+jgh3ytKkzmIHjNtQstjAYd6+LQF6hybzeazPk3ofVf/NxY1HGIpUimIgLrqv38Yrj+/+Knue3lD2AMO5mfYiqPR3eHQJvf4fNgwtxol/drn6rE3vpIkPTSld9gfO9pBWnPXQZqPRao9C3OU2ShJQ/zshDMXRubX8P/frE2RE8aUSvVVNOdkCTg0IKmpqWrWrJl27dqlHTt21NjeuVB0IEWmET9CXY3aJteuffMucCnylpWWrJ8PHfF5jjXhbqZU8tJm7uUDdELJfzzu9zap5e0+c9uet4BDXlYj/f3iPlaxqWjztsPhzVvO0Del/oN/NkmXntZeKYkJVsHtSMnJSA3LNsT/hiEFFYD4UR8DD5GQTbA1JszPBFXHFjE2tElKoL7iWgbqvyPHVr/nZYV/IrlldpqmhqmOV6CcU+0mu72GdWrVRJJU3Dm/xgn2eJCZVj3d3MjHHIbNZtN3c7ynzzb9ekiRvt93UIM6+i8abe5UCfcOB4SGgEMD06VLFy1dulRlZWXavn2730DCxo0brdsnn3yyz3ao28b0aaP/flRzgClY7m+Q4/q11VPLv3a5L9FLvQJ/OxzMVYiB8Pa+1CK7eqtdhZetkTabTVOH+85FGohQ5tTMc50n5k7Iz/SZrun4eTZlNEqucStfXUppEs5dJADqvrr0+lNXLf/TmWpF/teYMN+TDBka37/Ab5oQAPGg+pom4ADUf9eO7qwTm2cqMSH81/uXfz8v7H0G4i+TeqpNU89V5uZq/nDv5ogVs+BzlZ+sVTXNGyQlJujmAHZ3mZkgzOLRqBt4l25giouLrdtLly712c4wDC1btkxS9ZabXr16RXxsiIykGl7EB3TIc/n5rkk9w/bYzjsNAtnh4K0QtOSrwLRn21/1a6sbxnRROz+Fh0IxJsACSd4kReBDEgC4mzb8xKitpGdjQ+B6FTWtN18g443z03T+9EH69ZCimI0FQPgQcADqvyb2FE0pPiHWwwirq0edpPP6ei787V3UVNed09lvwfZ4knGs/sJRfxGHMLlpXFfNnz6QXdd1DO/SDcz48eOt23PnzvXZ7o033tDWrVslSaNHj3YpOI3YsQdRpNnk70X31JPytej6oS73ndA8Uwt/d2qN57rztsC1e7vs4+OwxmO29zzBWyokX8x+zMi5JKWlJOmPv+qmxISEWtc08GX//Av0xG8HSqrdF5ykxNq9+RXlexZY8oYFxgAk6cLBRdr+2PiaG4YRLz+oy/juCdQ9mY2Sar1A6Ly+bVTYLEOpSQ2raDSA+i01OVF/mtBD/drn1dw4DmQe221w1E9R6HBpnJ6i8f3bRfxxEBwCDg1M586dNXbsWEnSBx98oIcfftijzb59+1RSUiJJSkhI0MyZM6M5RPhx6enBR7v9fc9OTrR5BBVssllb0oL5ku7tbeSSoSfqjok9JB3fvWA7NiJvE+Tm47mvPvTW1txW+X8+VgBkpYV3O11SYoK1S2PT38bqy7+NDer8lFp8KVp911l69upTgz4PAKKBeVzEA1+7JwHEzpbZ47T67rNrde6JzbO0/oFzSeEJAHWYWTT6qJdU2mgYCDg0QA899JByc3MlSSUlJZo2bZreeustffTRR3r88cfVp08fbd68WZI0Y8YM9ejRI4ajhbPafGn2doq5uyAxMcFjwui0rs2D6n/9A+dKcq3JcEa36vzIiQk2NTlWl+F4DQNzDN7GeiztkscXCN9vUkmJ3l/G3rl9pP4387Sahl8reVmN1DLIXNzJtdjhcFLrJmoSYGoUgzXGAAB4YHs9UPekpyYpLYVc2wBQX5nZOSorI59SCXUT7/INUGFhoV577TWNGzdOO3bs0Lx58zRv3jyPdtOnT9f9998fgxHCl2BSDpm8bWEzYwPJiQkeAYmUpMSgJq+bN2kkyTUkMHFgO725fqcSE2zW/dYOBzPg4OcxPMINfnZD+FKUn6miGgoyR1Ok88ySUglAtDGRi3jA0xQAACC6zEWk6bVIC476gf/zDVTv3r31+eef67HHHtOiRYu0ZcsWORwONW/eXIMHD9all17qUmAadUNtdjis2rLH477KYxGHpESbleLIm0AezSyG7FyTwQxoOAdIju9w8J1Syb3t8f7ifzbd106McKkHfyIAAMIuIYDPHQAAAAiv52cUa1CnZrEeBmKEgEMDlpWVpRtuuEE33HBDrIeCANUmVWmjZM+JbnMCv2ubJiGv/DODCs5f5M3gQ0KCzeMbflpydS0DfxPw7qtmo1FoKNIivcMBAGKFiVzUZWxwAAAAiL5RPVvFegiIIWbAEDUOh8PjH4JTm+Jo3ooVmwGH68892UeNBx+P76Xx8THVtMOh+nbPwhw9e80QDeqY5/UxxvZpoyvP7OhyX30oNNTnxNy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      "text/plain": [
       "<Figure size 1800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from astropy.io import fits\n",
    "import matplotlib.pyplot as plt\n",
    "plt.style.use(['science','nature','no-latex'])\n",
    "im = fits.open('spec-55859-F5902_sp01-146.fits.gz')\n",
    "im.info()\n",
    "spec = im[1].data\n",
    "\n",
    "plt.figure(figsize=(6,2),dpi=300)\n",
    "plt.plot(spec[\"WAVELENGTH\"][0], spec[\"FLUX\"][0], lw=0.3)\n",
    "plt.xlabel('Wavelength')\n",
    "plt.ylabel('Flux')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No handles with labels found to put in legend.\n"
     ]
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import sys\n",
    "import os\n",
    "sys.path.append(\"/Users/katerina/created/doctorate/星系天文学-shen/作业/lick/lick/\")\n",
    "import numpy as np\n",
    "from lick import Lick\n",
    "wavelength = spec['WAVELENGTH'][0]\n",
    "flux = spec['FLUX'][0]\n",
    "\n",
    "bands_file = \"bands.txt\"\n",
    "bands_data = np.loadtxt(bands_file, dtype={'names': ('Index', 'sigma', 'blue_start', 'blue_end', 'band_start', 'band_end', 'red_start', 'red_end', 'type', 'units', 'error'),\n",
    "                                           'formats': ('U10', 'f4', 'f4', 'f4', 'f4', 'f4', 'f4', 'f4', 'i4', 'U4', 'f4')})\n",
    "\n",
    "\n",
    "lick = Lick(wavelength, flux, np.column_stack((bands_data['blue_start'], bands_data['blue_end'],\n",
    "                                               bands_data['band_start'], bands_data['band_end'],\n",
    "                                               bands_data['red_start'], bands_data['red_end'])))\n",
    "lick.classic_integration()\n",
    "indices = lick.classic\n",
    "\n",
    "\n",
    "plt.figure(figsize=(6,2), dpi=300)\n",
    "plt.plot(spec[\"WAVELENGTH\"][0], spec[\"FLUX\"][0], lw=0.3)\n",
    "\n",
    "for i in range(1, len(bands_data['Index']), 5):\n",
    "    plt.fill_betweenx([np.min(flux), 40], bands_data['band_start'][i], bands_data['band_end'][i], color='orange', alpha=0.3)\n",
    "    plt.text((bands_data['band_start'][i]+bands_data['band_end'][i])/2., 40+4, bands_data['Index'][i]+'='+str(np.round(indices[i],2)),fontsize=5, ha='center', color='r',rotation=90)\n",
    "    \n",
    "plt.xlabel('Wavelength')\n",
    "plt.ylabel('Flux')\n",
    "plt.xlim(4000, 6500)\n",
    "plt.ylim(-50,100)\n",
    "plt.legend()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "SDSS的光谱分辨率是~2000，某星系其连续谱单位波长的典型信\n",
    "噪比为5，该星系Ha线的等值宽度为50A，请问其Ha线流量的信噪\n",
    "比是多少？"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "S/N: 15.236934328813044\n"
     ]
    }
   ],
   "source": [
    "R = 2000\n",
    "lambda_Halpha = 6563 \n",
    "delta_lambda = lambda_Halpha/R\n",
    "EW = 50\n",
    "S_N = EW/delta_lambda\n",
    "print('S/N:', S_N)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "利用GEHONG生成一个积分视场光谱，并进行简单的可视化（选\n",
    "做）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from gehong import spec1d as s\n",
    "from gehong import map2d as m\n",
    "from gehong import cube3d as b\n",
    "from gehong import config as c\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filename: TNG_Example.fits\n",
      "No.    Name      Ver    Type      Cards   Dimensions   Format\n",
      "  0  PRIMARY       1 PrimaryHDU       4   ()      \n",
      "  1  SURFACE_BRIGHT    1 ImageHDU         8   (30, 30)   float64   \n",
      "  2  AGE_STAR      1 ImageHDU         8   (30, 30)   float64   \n",
      "  3  FEH_STAR      1 ImageHDU         8   (30, 30)   float64   \n",
      "  4  VEL_STAR      1 ImageHDU         8   (30, 30)   float64   \n",
      "  5  SIG_STAR      1 ImageHDU         8   (30, 30)   float64   \n",
      "  6  HA_FLUX       1 ImageHDU         8   (30, 30)   float64   \n",
      "  7  ZH_GAS        1 ImageHDU         8   (30, 30)   float64   \n",
      "  8  VEL_GAS       1 ImageHDU         8   (30, 30)   float64   \n",
      "  9  SIG_GAS       1 ImageHDU         8   (30, 30)   float64   \n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "None\n"
     ]
    }
   ],
   "source": [
    "config = c.config()\n",
    "from astropy.io import fits\n",
    "hdulist = fits.open('TNG_Example.fits')\n",
    "print(hdulist.info())\n",
    "# 恒星星族相关Map\n",
    "stellar_sbmap    = m.Map2d(config)\n",
    "stellar_sbmap.load_map(hdulist[1].data)\n",
    "stellar_agemap   = m.Map2d(config)\n",
    "stellar_agemap.load_map(np.log10(hdulist[2].data*1e9))\n",
    "stellar_fehmap   = m.Map2d(config)\n",
    "stellar_fehmap.load_map(hdulist[3].data)\n",
    "stellar_velmap   = m.Map2d(config)\n",
    "stellar_velmap.load_map(hdulist[4].data)\n",
    "stellar_vdispmap = m.Map2d(config)\n",
    "stellar_vdispmap.load_map(hdulist[5].data)\n",
    "# 气体相关Map\n",
    "gas_hamap    = m.Map2d(config)\n",
    "gas_hamap.load_map(hdulist[6].data)\n",
    "gas_zhmap    = m.Map2d(config)\n",
    "gas_zhmap.load_map(hdulist[7].data)\n",
    "gas_velmap   = m.Map2d(config)\n",
    "gas_velmap.load_map(hdulist[8].data)\n",
    "gas_vdispmap = m.Map2d(config)\n",
    "gas_vdispmap.load_map(hdulist[9].data)\n",
    "# 假设一个尘埃消光分布\n",
    "ebvmap = m.Map2d(config)\n",
    "ebvmap.load_map(hdulist[5].data * 0 + 0.1)\n",
    "\n",
    "stellarcontinuum = m.StellarPopulationMap(config, sbright = stellar_sbmap, \n",
    "                                          logage = stellar_agemap, feh = stellar_fehmap, \n",
    "                                          vel = stellar_velmap, vdisp = stellar_vdispmap, \n",
    "                                          ebv = ebvmap)\n",
    "ionizedgas = m.IonizedGasMap(config, halpha = gas_hamap, \n",
    "                             zh = gas_zhmap, vel = gas_velmap, \n",
    "                             vdisp = gas_vdispmap, ebv = ebvmap)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "u = b.Cube3D(config, stellar_map = stellarcontinuum, gas_map = ionizedgas)\n",
    "gas_tem = s.EmissionLineTemplate(config, model = 'hii')\n",
    "stellar_tem = s.StellarContinuumTemplate(config)\n",
    "u.make_cube(stellar_tem = stellar_tem, hii_tem = gas_tem)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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6yf33Ay+9lOtaEELqSlCgcRCnYWCKIyExpCmkOKrqIcDvaY1eyuC2iG/K4C8iso+qvhYo49gfIRFkO8Vx9mxgzJiGOTYhpHEIfneDVhOqXMQ6W1CgERJDYhIhi0REhgL4TlVXwkw3JuW4SjVxBoDXRORo2BIBmwD4ObdVIiTeZHt0fNmy7B6PENK4pA6sBL3rqquBFi0atz7NlfgP0xOyjtGEUhwfA/D72JmIdBKR/XJYn0hUdQ6ArQA8B6AzgC8BHJHTShESc7Id5WI6FCFNm9Tv8OrV/mOH0TipAxlF0Kqrq0Ot4QsL3cZtLvv5qBQuly29y+IecNuyr1ixwrnP4sWLQ8ujrPlnzZoVWl5WVubcx/Veo2zuXW3qapv27d1LULmO5bLsB4DS0tKMzg8ALRzDJlGftatuUXb+rqUboizwXUs0RH3WYdeO69zZpimkOCJkTpeIXAXgvzmsUxoish2AT9RYCxNoz+W4WoQ0CbIt0JjWSEjTJrU7Fex+R3RrSYY0iV4gIesaTSSC9ouI7JNSFsc5XaMBfC4i40TkGBHplusKkYblhx+Agw4Cvv021zVp+jRkBI1ijZCmR+r3NijQGEHLHpyDRkgMiYkAq4m/AHg17nO6VPVkABCRjQDsA+AREWkP4F0ArwP4OBFZI82EffcFfvkFmDgR+O23XNemaZNtERUcYed8FUKaHkxxbBwYQSMkZogI8vLyarzlsH7biYio6mw0oTldqvq9qt6mqnsD2A3ARwAOAfBpbmtGss0vv9j9jBm5rUdzINsCjZ05Qpo2THFsHBhBIySGxDyCNhrA3SLyIywC9bqqxm5Ol4hsBWA/AP+AmZlsDIvyebdNAbRW1Q45qyRpUPL5D1dvsm3qERRo7MwR0vSIEmgcdMke/PsiJIbEWaA1oZTB+wCcBGA6gOUAvgHwPYDvABwGYHNVnd9QJxeRAwH8EUAXAHer6psNdS4SDgVa3QhGzRoygkaBRkjTIyrFkd/p7JHR31dhYSH69u2bVv7rr78693G5AUa557mcH5cvX+7cx3U8l7sj4HaFdJ0fABYtWpRx3VwOglGOiC5WrVoVWl5SUuLcp6ioKLQ8yvXQ5TAZ5fzYsWPH0HKXWyYAFBcXZ1y31q1bh5ZHpf256rDeeus59wn7rBvDxdFLcYw7qvo9TPDcJiKtAOwK4GAAtwIYmsu6JfgfgPNg67O1BnC/qj4NACJyXl3EmYg8BIvKzVfVTQPlewO4A0ALAA+o6g2q+gKAF0SkA4CbAVCgNTIRPyMkguBfVrZ/8jjaTlzMnAnssANw1lnA2WfnujYkjN9+A554IrmMacsNQ/x7gYSsgzQRF8ffUdUKVX0VwKWqGgdxBlX9C4DjVHVnAH8AMExExiecJ+saF3gEwN7BAhFpAeBuWDRxYwCHi8jGgU0uSbxOGhlG0OpGUKBle0Sco+3Exd13A9OnA+eck+uaEBdDhgAXX5xcFowb8DudPSjQCIkhcRRoIrKViFwuIh1EpJ2IDBOR40XkVhF5Q0RmAZjW6BWLQFXLE/eLVfUcWGrjEQC6isgudTjeBwBSw7HbAJiqqr+o6moA4wAcIMaNAF5T1Un1eBukjlCg1Y36RtC+/RY44gjfrCUIBRpx0apVrmtAamLZsvSyYAIbI2jZgwKNkBgSUxfH+2CLUE+HpTZeDWBzAFMBbAZgi7gbbqjqb6p6NIAdAFwoIh9k4bA9AQT9Amcmys4AsAeAUSJyctiOIjJGRCaKyMQFCxZkoSokCAVa3aivQPvDH4AnnwQOPjj9NaZDERft2/uPKd6bDuXl/mN+btmDf1+ExIw4pjAmyPqcrsZARLYD8IkGJn2q6mQAe4vIrtk4RUiZquo/YA6STlR1LICxADB06FAu25tlKNDqRlCU1UWgzZxp9999l/4aI2jERXB+4sqVyYKN5B7X93XFCv8xB12yB/++Gpjq6hKsWrUVKiuHQ7UYIitQWPgRCgo+g4jbjISs28RRoKnqX0SktaqWi0gpgEtE5GwAV6Huc7oag7BlAeYCgKq+m4XjzwTQO/C8F4DZWTguqScUaHUjW3PQwvZlBI24CHb0V6ygQIsbLm+/YNpjtgZdfvgBuP124NJLgaVLgQED1j3TJ/59NSBVVf2wfPmJUM1HXt4SiMwGUIRVq/6AVat2Q5s29yE/P1ZTdkhMiKuLY3BOF4BzRKQvLNWxq4jsoqrv5bB6oTTCsgCfARggIv0AzII/z43kGAq0uhHsZNXHxbEmgcYIGgmSKtBIvHAYnycR/H7Xhz32sEj8vffa82OOAR5+ODvHbipk9PdVWVmJn3/+Oa18dcQn0qJFi9Byl/U84LZyX7hwoXMfV4c2yhbdtY/Lyh6wpQbCKA8m4QJYu7Y9VqwYg7y8VcjL8+za8wCsRosW81BdXYzy8pPRvv1NyMtbmna8qGUIwoiav+J6n67PBnC3QVR7ul7r0ME9Lcm1PEB+RM/KZc0f9bm5bPuj9gmLYtVlaYS6EMcImkcwZVBVfwVwtIjcAuAGEblKVXfKbQ3DycayACLyJIBdAHQSkZkALlfVB0XkdABvwGz2H1LVb2pbLxEZAWBE//79M3k7pBZE/MSRCIJ/6fURaGE/l81ZoP373zbyf/HFQEFBrmsTP1avBmbNsuuiY0fg7beBvfcGvJVzli71t21ogaYKLFkCeCtBPfss8OOPwF//Cji6ees8Kd3cULL1uXlp0h6PPLLuCbR4DtM3AyortwbQEnl54VerlbdEZeVWjVovEn9q4+CYYwE3GsDnIjJORI4RkW6qOllV9wZweS4rFoWIvC8i7RJPRwPYEMBfM1kWQFUPV9XuqtpSVXup6oOJ8ldVdUNV3UBVr82kXqr6sqqOac98nqwT00B07AmOkdZFREUJ46aY4rhggS9UP/4YmDEjfZvffgOOPBK46qrMOpIPP2zrfmU4JptEeXmyuAljyRLg00/rt/B4VRVw3XXAHXcACxcCixf77VJRARx9tK1fFhT111wD7LUX8Pe/A126AOuvD2ywAVBSAhx0EHDYYf62QdfPTDr65eXA44+bKc348X556ntVBe68E9hpJ6BtWxOJO+4IXH217Xvxxb6F/KpVFjFasgR48EFgWkqyU3MbXKgNtRFoZWUNX491Bf59NRCVldsjL8+9QDMA5OUtQWXl8EaqEWlKxNTFEYClDKrqlgCuANABljI4XkSuA7A2sS5YHClR1TIR2QrAibC635/jOjV5fvzROkeNFFzOiBgHomNNfSNoUamlwWNnKx2qIXnlFaBHD2DXXa3zPny4rQWVmtDz+uv+45deAu6/Hzj5ZODnn5O/G2vWAO+/b++9ogI47jgTPP/5T+3qs3gx8M9/AvPm2XE//hjYZBMTPr/+6t5v552BYcOA++6zz/T//g+YMyd9u5deAjbc0ITV22/bcgnffmuv3XWXtcFZZwGdO5vAadMG2HZbi4L96182b6hPH2D+fGCffWwO0VtvAeefH27R/vLLVqe33wY++8wvDwq0998HPvrIfmfOPdfWSxsxAvjjH22/LbYA/vxni4Jtvz3w0EMmAjfaKPk93nkn8Je/AB9+6KfrffQRcNll/ja33AKceCJQXGy30lLghBOA7bYDrrjCxObZZwNFRcDIkclpf0uWAJMm+Z/3m29aO9eW6mrggw/C2ymKZctsEEE1XERNn271WrYM2Hxza7vycrv98EPtv4e1SXHMVKCtWGGif968zPZbF2CGfgNRXV2MvLyartRKqJY2Sn1I0yLOKY4e2UgZbGTWiEg+gD8DuFFVnxaRibmuVFNn4EC7b9sWOPDAnFaF1IKKCuvItW5tUYDvvgMGDUoWVcHIVlCg/fADcOaZ1lEdNswv/+QToFcv69CecEKyG18qwc6gK8Nc1TqruUhR/fxzoF8/P/Xt/vutnT780G6AdcTPOsvmx5xwArDNNsmOlW+8Abz6qj2+7z4TKVddZc9PPx0YO9Ye33abv8+JJ1onu6jIhMVOO1lbLV9ur3tGCRdcADzwAHD99SYWx43zj7HjjiawFi0y0XHoofZ5zZkDfPWVbfPYY9buZ59tQvPpp4FbbwUGDwbGjDFROWeO1dnj55/tPQWFjEdlJTBhQnLZrFnAllvafSr33w8ccICJtu+/t+jVySGLkEyZAuy7L3DeeSaaXHjtHOT44/3HPXrY/R57+GLpssvs96qgwNoHsGuta1dg9mxr31TmzQOuvNIev/WW3b/wAjB0qAnLuXOB3Xc3MXTMMZaS5/HKK/ZeXFRUmMB//nkToQMH2nfqySeBzTaz7+dVV1kdr7jCRPrbbwOHH26R2x13tM8cMMF8550mVvfZx/YfOdKuWY8pU2y7IG3aWDTz5JPt+r/7bjvmBhsAX38N9O9v115NLF9uwk/EIo8iwEknuQdtxoyx9/neeyZoo1i9Oh6pw6omdtu3t9+GtWsbJi2WAq2BsBTGQgAR/1QohMjyRqoRaUo0BYEmIu8DGKGqZbCUwSJYymBcx8XvBDAFVs8LE2XhExobkeYyB23y5PgJtCbwNWoU1qyxTuDy5TaC3r69RT6vvNIiJccea1EHD9c8sZtvto76G29Yp3ToUIvgDB8ObLopMHVquujackvgnHOAo45KP3ZYWt/q1cDWW9v9+PGWCheGN5epV69MWiKdlSst+rJ8uQmaE06wiNAnnwBffhkuAADgiSeso/v118BTTyW/lhp1vPpq4PLLTcx44gwwkeRRUZH8/NxzrWMfFH7nnGMCC7A5OkFx5pUNH27tUlFh7ZeXZ+f3GD/eTwOcMsUfYPHOGfaZTJhgry1fbsL8ttusXn/8o0XGHn3U33bMGHuPnjh78EFgt91MeP74o4kJEYvMAdbOnuA54QQTOYcfbiJjjz3CxVn79iZaPvnEnnfvbm1VXW3XpEfHjr5w8cTZIYf4Qguwa/+TT2xwoU8f4IYb7DN9N+Dve9xxyd+P4PG//97e4223mTgDksWZ97xjR2DiRIt+XnYZsPHGFvW88ELgmWeSI0g//AAEp+6XlpooA5JF/Ycf2ufgvUfArufjjrPHrms3jJUr7X28/75FUDPZN8ill9r7C/5uvPWWfbaffWaRZxFbK7GgwMSZt80119gcQNfv9ty5wHrrmZCrqLDP64ILgP33B047zbYpK7PjVlXZ93L5cmu/P/3JonUlJXYtBnnqKRuo6N7d6uiJ9a23tt+CZ56xz2PffS3a/eqrdv5dd7XBi+nT/XmU2UQyMT3YYIMN9Lrrrksrz7ZJyKLg1RZgunf1h1AXk5AlwSGFANNSk40DLHUkeqceq7x8D1RU7IkWLUJyCBJUVXVDUdHraNXq7bTXXCYhrnZzGasAdTMJ6dy5c2h5ly5dnPu4zECiTEK6desWWl5a6o4sul6rjBi2dZmEdO/e3blPmEg655xzMHXq1Abt9nXt2lUPPfTQGre78847P89k/lS2EZEpqjokkTI4FraIdV9VHZ2rOoURNDURkWIAa1W1QkT6A7hYVY/NcRUB2DpoEyc2vYCe9zX529+AazOafddweHXabDPrZGeDRYvsTzr4c/rTT/Zn37u3e78oPvnEOtUjR9pxU39y3nnHUsk228x9jIsuss7FLbeYQF62zFLN9t/f6lVRYZ2MX36xOVKeQGjTJjlladEiu/Xvb+lQXkd3iy3sOWAdlNde8/fZdVer8zvv1Pxeq6ut03TaaRZFAaxztvvu1qk//HCr96+/Jkd7jj7aBMfxx1sH7cknLRoweLC1/fTp6R2umli1ytpnyy3t/Z54Yvo2U6faa6kcfbTVwxMVqZx1lqX5AXZ8r+3+9Cfr9N1zT2Z1rYl997VIXlGRpfdNnVr/Y44da5GrsFS7Cy4wEeNRVWWf0yefmGg64ACLugAmnqdPjx4omTgR2GEHoGdPEzv5+SZmli41YXnppSbweve24597ru3ndV9Wr7Z9vO/lwoVW/8MOMwH08ssWlWrRwm633w506lRzG6xeDZxyin1PbrrJvjulpX50bfRo+16deqq/T//+ySmtp5wS/Xl3756eZvqHP5jwqs18L4927WzwZOlSi7RFzd/baSdLo/T2O/RQuzZHjkwfXGnXzk9ZHD7c0kFzybXX2mdwyinpr7VsaZG/H3+053l5ycuFiNjn0r27DXSsWGHbPPGEv0/9kaz2yTKKoIlIaEc3Shy4BIVLHAFuQdG2bVvnPsuXh0eiolz6XK6QUcLF1dFPFYItW36K8vKdsXZtG+Tnp3/TqquLUViYh86df0J+fkna6y5Rs8LxzYtyuHTtEyXOXZ9B64hhAtdrUcLJFSkqiIhju47nctgEgCLHP/jKiKTqMIfJxopsxdVmP4WmkjKYtg4agApVnQogFuKsORDHSfPZ+rp+9ZUJgtGj/dHxL78EttrK3vc339iIeCqzZgH//a+NaItYB9Gr0/LlNq/Fo6TEOko33WQd1N9+M/ECuOf3lZf7neXjjwf23NOiGh9/bKPhb79tqUOe4AlGb1J/+jp29B9vson/uKrK0vKWLk3vTAajDDVx8MHAc88ll1VUmPPhCy/YLRVv7tMbb/jGG2++aRGO5cvt9tFHFmnxuOMOe+/33GMd/+C5TjnFOqI//2wC6623bE5RGK+8El6+ySYWNQoTzeecA4wa5Qu04cOBXXaxFMLgHLPjjvNT0Wpio40s+nPQQWbyAdhofXm5OSAG6/nGGxaFGDTI3u/lEZZNm21mYmrGDEvR9CIQV19tgnWvvazjuuWWJp68v93tt08+Tn6+vR8vahO8Vnffvebv4NChFjFq3dpPX9t8c7tuPRE8dChw443h+6d2FTp1ssEijxEj7JYpBQV2HXl41+5775kI3mcfa5cg55xj3/lrr7XP5u67LW1x7tzwc3jfpy23BP73P0uv7NvXIpZvvmmC/qSTbJtRo8xk5Z//NOHZurV9DwA7lzfIMHq0Cby+fW37lSvtPLvuaq+vWGGCd+hQq5/3+cyfb78/XqRxp53sevrxR7tWREy0vvlmeHuefrrNUQxy5512/e65p1922GF2jQSjzmefbVHRa6+NNg7yDFzCWLPG6up10dessd/kwkLgiy/863LOHBt8SGWbbUwcDxpk0VKvHTp3trp5Ax8bbWS/VQ88YKIY8NNBw1KA6wNTHBuIvLylaNv2fixffiKqqkqQl7cIIquhWoDq6o4QWYOOHR9Ffj4tb0g6TSHFEcA/EMOUwVQaYR00gqbjyFcXvDScRx+1SFVRkYkfT5SefLL9Sad22o880lKGvDk2hx1mEZjqapsDE2TpUusY5OfbvCWv8wX4qVPrrWf3ZWU2uv399/42ixdb59mLGH7xhT+PKlO+CSwS8dVXvsCrDQMGWGQxlVRxBpiI8CJMYdxwg6XhBdP8DjkkeZtbbrE0tVtusdfOOsvf9+WX/e0ee8w+v2A6HuCe9+ISn4MGWaTEG5EHLLL67LPW8Q1GPrp0sc/+1luTj7H11tapfuopi1r87W/WFjNnWsTo2mv9KON771lHffx4i5Tefbd1fJcssehmkPXX91PxUt/XZptZtPVf/zKBueWW/jW4cqUJWi9qBFj6WJ8+9vi22/xI0U41LKIiYh3YO+5IFkpR9O2b/NxL1PniC7uva4S6IfjoI/t+7LprcoRx0CATU1VVJkyHDrW2uPdeM8HYcUdrk6qq5GsHsGu1sNAiQIBF5rbd1h5XVtrvz3XX2Xfr7rut/O23/YGJkSP9Y3XpYmI+yEYb+Y+Li9PnDAJ2LQwf7guTbbax37nBg/1tCgqA/fZL37dTJxsYaNXKonMvvWTv0UvEmjQJePFF+26WlFgKcPv2JkgffND/vPfYwyLogwaZyNx/f/vtGzLEhOm4cfZbdOyx/pzCI4+0wYHOnS0Sv99+FiWrrPQj66edZvv37GlzEr/9FujWzR6LmNg+91x/ntzhh9v94sVWzxYt/HmxIhZ5O/po+83p3t1EcZs22RdoGaU49u/fX2+66aa08tQ1wGpDVATNhSv1EXBH0KLWE5sR5pWL6PdT5rComRNmhwSguroEa9dui4qK7aHaFiLL0arV/1BY+DnatXMPObs66HWJoLmiRFGfvSuNsHfEL6Ur/TEqxbFv6i9zgq5duzr3cUUx6xJBi1pvLSyCduaZZ+Knn35q8BTHI488ssbtbrvttshwuog8BGA/APNVddOQ1wXAHQD2BVAO4BhVjeguhZ4jtimDUQRMTfYBsF0uU0U9mnqK4xlnAP/4R27r4uHVacgQmxtXX+65JzmVaautrJPtLaLq8eSTfseme/dom/9bb7URd8DmZ7RpYx24tm1tHkSwUzV4sAmvIUNMAPz0k82LKCtLNkQArDPRr196qlt+vt85fOYZi0gMG2aj4aedFi6qXNx9tx9xSeWgg3wxFpw7E8aFFyany9WX2bN9U4iNN7ZO4Suv2Ki6q74ep53md34BP71ro43s/XhRxYULLdrYr5/vmrhiRbLpwhZb2HX35ZcmjMaN8zt9gAnrgQPtWBUV6QLk009NwP3tb+Gj/bVhwYJkobP55nU7DuCbimywgZ9i2JCcempyauCLL1pnPY5svLENIIwfn2ycE0ZZmUW+Fi607/iBB9pn/+OPmZtfqJog8BZzzoZJxSuv+ALsmWcsahfGfvvZtjvtZN/fDTdMjsA3FKr2XYtIpgtl1Sp7P7vuWv85q0EmTLDjeb85IjlMcSSZk5e3FIWF76B167Ak/TYhZWRdR0SyleL4CIC7ADzmeH0fAAMSt20B3JO4r6l+wYWqfx8xaEopg6paAeDVxI1kgThG0OoTiJ4718RO587pczM+/zw8bem11yxismyZpe5FcWEi5uw5/KnayPO0acniDPCjYlOm+GV33BE+J+SCC6xjteWWftmee1pH/+qrzZzhoIOSR9m9ORhPPWWCKihGU8nPtxHs116z9M1UTjrJRqq33tpGt++6y6zNARu1DrabS5y1b28CJmykPwqvowTYebbaqna23xdcYOlTm25q7+mVV/z9HnvMOuE33WTRB68j2rWrL9BSHfFeecXacdPEsNhhh5ko88wpNtzQ7l1zobbd1vavz/XbubOfglUfcQbYgEO2585FkdrZ9yLHceSVVyy9bWgtuuXtEqtwdutmAyPTp1tEqS7OhCLJ5i/ZIPgeoiKl3pzXI4+0qG1jIZK5OAPs+j366OzXZ5ttsn/MIBRohMSQbKQ4quoHItI3YpMDADymFkr9RERKRKS7qrqdbYy0OV2q6siyjw8i8hOAr2BpmZMBTFHVX3NZJ6D5uDjGeQ7ahAn2xz5oUO32W7DAIiaFhTY6Hpa4MGuWCZFDDvGd1d5/30978lzqXKxebfXz0pNEbA5IlKV4kKA422QTPy3xzDMtcjJnjkXxAH8eSHAuSBieN1GUQKuqslSm557zR+232srExpw51rELnifYgTvuOEvVSmXYMN+RD7DHG21k8/C8JIvdd7e0LsDa6pprouekREXuAItseambRxxh18fJJ/vz3jw8cZBJJKtHj2SxCPjrbx19dO2EVzay3P/61/ofIxc0JYHWr5+fmpgpqXPYck3XrrageMuWfvQ1jNatk5dhIA1Dk3AiWNdoV1WFncvKcP7s2bhq5kycP3s2di4rQ7s49oBIgyAiNd4AdBKRiYHbmAxP0xNAMM93ZqIskqiFqkVkpxgvVH0fgLkAFsGih1+LyFcicpWIhOfNNgKq+rKqjmnfvn2uqpAVchlBW7PGOv9PP53+2uLFFpHYeGN/TakgkyZZOtkGG9icpa+/ts7J4sUmOP77X7cr2o47mqDyIkm//Za+zbBh1jG/6KLk8tJSMxAIziO68kp/kjuQ7iLYq1f6wrejRiUvb+B1rLp184+VauxQFwYMsHvPoS846t+xo63jNGVKeqpVMIt96ND0OWB77JEsCN94w48gBtORdt/dopJvvGFzQS680BZfLiqyz+2RRyxN8corozuXHsEIY7CjHIxqtWzpz6NJZeut7b628/xKS01gHnNM7bZflwkKtNatky3nScNy7rn+2nAktzCCFjPWq6zE6EWL0FIVS1q0wJz8fBSqYreyMuy4fDnubd0avzrmYJHmQQYpjgvrme8cNkZb60mpTXCh6qNUdXPviYjcC0vJLIPV+Ywc1atZkMvxo+efN5e/hx9OnsQukpwWOH6879o3b57NWdpmG3/dqv33T193a/z4dFHk0auXnSM1Haiw0He9u+QSm3y/wQaWqrj33hYpKyhIT3Fr08bmk3jzyk4/3Te9uOYai+IUFNhcCs/E4pFHLAXz//7PUumC/PyziUfXXBIXXbsmr8sEmFnF+ef79QkS1YEeONCEzpo1FrXq39/MJ3bZxV6/7rpkcR8UVy1aWHTr88+tTYKv5eVZG5SVWUokYJP1ATPsmD8/uR4lJSaOPIfFYBppUBAEBVmvXu55hDfeaCmPnnshyR7Bz6NPH65nSNZNMhJo1dXVoQYaUZboLiOKKMt8l+FGlCW6q0MbZSziMoiIMs9YFrYwCKINKlq1ahVanmp20a6qCscuWYJVLVqgLNGmLQFUw4b826xdixOWLcPfO3TAspSlAKI+g6h16ly4jFKili1wfQYuUw/Ava6cax02wL10Q13mbUUtGxBmyBK1fl82aSQXx5kAgtPTewGYXdudHSmDcZ7TtUxEBqvqlwCgqpNFZJiqnikiGZmjkHRyKdCCP1fBeRSTJiW7BAYjXMOG+XOIgqT+JD31lE3qD8OzwW/bNnnNoDPPtI57cbEfnenePXzOVirBiJp3fMBSBb2f+aefNqe8P//Zytq0SU4R9OjdO3zNoJo44ghL2+zQwebG/fGPlrL3r3+Fb+/NtQojP9+MDH75xY8IDhtmzmlDhlgkqqzMztWxY7JrHGDrFKmGd9JFfHEWJKxs5EgT0p5AO/10mwP0hz8kbxcUgVHuga1bA9df736d1J2gQNtnn9zVg5BcwghajNh85Urkq2Jlfj7CcsRWtmiB9qrYqrIS7zTEsuUkNjSSQHsJwOkiMg5mDrKsFvPPgtwHYH34KYNPiMg0AM8DuFpV42YbcRKsjpNhgnIgbPwDAOowTZsEyaVAC0ZLgpbsQLLr3JgxFnF6881wcRZGUJx5kbEPPrCUydTIiyfQBg+2yFFd2GILXwgFozzBMatOncz5saG4/noTJyNHmmBxjf89+6w5V559dvTxunRJFj6FhcCrgaEcb8mAwsLwiFWmP4eeGUOQkhITmqNG2edWXGzW26lstZX/OE727usSwe/Vtdfmrh6E5BIKtBixzfLlWBqxSDYALMrLw/YVFRRozZxsuDiKyJMAdoHNVZsJ4HJYUBaqei/MwXBfAFNhNvuZOjA2mZRBEckD8CcA2yTuB8Pe9+Ui0gbAuBxWr8789JO5iJ16at2cwLJJQ85B++03Sz889VR/4dYgCxbU/lj/+1/drN0fecTmS331lc09SyXoFphpSmEqYats1FXw1YXCwppFF5DuBlkfajNvrLa4BFpBgdltR9G3rwn5l16KNkshDUf//uZQuMEG/lpWJIZUV0evJULqBVs2RhRXV6OyhqHC1SJom8HadaTpURuDkNpE2FT1cFXtrqotVbWXqj6oqvcmxBkSNvmnqeoGqrqZqma6CNcyEfk9IUlVJwMYpqo3A9ghw2M1KKpaDWAPVV2rqs+o6qWqeruqLlLVlap6Ta7qJiIjRGSsK306ig03tI60l7aVS+or0FTN7t2bD/b005beNHeuRYu+/NJf8DkVxzKYv3Pkkcmpcx9+GL7dY4EFKX75xV+4FLBUxZ49bQ5ZGN4CyiNHZmdNIo9ff7V1sRjNqT1hKY4hy1o6ue8+M4jJhrkKqRuXXJK8dhyJGRdcYHnbmYyOkYygQIsRK/LyUFiD+CpQxXLOmG32ZEOgNQInAXhYRB4UkTNE5C7EO2XwCxG5XGLSeB7ZcHHMxmLM9aW+KY7jxlmU6PLL7fmhh5oz4GmnJVumL1tmYi6Iy2XRo1+/ZHfE998P3+6gg4CDDwauuML2CTr01bTA6aWXmkPhE09Eb5cpffo0/Ho7zY2wr1I2RTMh6zw33WS55Q89lOuaNFso0GLEhLZtUeINHzvoWF2N/zlMR0jzIS8vr8ZbLklJGXwdQBdYyuB+MU4Z7A3gMABzRORFEblaRA7OdaWyQS4k56OPAkcd5T+vbwTNW9Pq2muTBdi8eWbI4FFSYg56QWoSaN27uyNfHhMm2HmeftoXiZttZvc9eviLC7vo2tVMO/jznHu89d+C1CFATQipiVyur9LMyWgOmqqiKmSYNGrkd+rUqaHlHVNXIgyw1iFSXK6LAFDpeRqnEOWuuMZxYUW5Hro6xq7zRx0vNaXpnepqDK2sRF5lJZaGRNLaVlejHMAHVVVpDoNRLo6ljoVaohwJixyJ31HBhzDXQwDolOolHcB1HUR91i6Hx6jPzeXW6KozALRp0yatrLGCLzEL8qShqtUisoeqXgfgmcQtSM5SBl2o6iEAICKFADYBsBnMHKWGWSnrJsuXW5rfkCHpr6mmr+dUXm6W9MOGmWCcNs3m/PTsaVMV7rnHFlT27NU9Fi60tMBp0/yy4M/smjXJqYaArSn217/6UbGaUhz797cUxKeeAry/pMGDLW0SsDp561oFefZZSx8dNYpTLZoSYX8Ru+7a+PUgpNnD9XkbDP7lxIileXkYW1yMVgB6VlejSBWiiiJVew7gnlatsJQ9hWZNtuagNQKxTBl0ISIDRORBALeo6iRVfVRVz61xx3WMNWuAsWMt4rT55pbJ8vXXydu88EL6fhMm2Jydf/3L1hfbaCMTRosX25ye009Pjri9/LIJs1tvBT76yF2fCRPM2COVW2/1H7vGWbyo17Bh5nzoRemAZKMPV2Z5SYmlO0bZyJP40a+f//jf/7YU4DABTgipJ4ygNRh0cYwZv7ZsiZvat8eQlSsxfPVqdFRFmQheLSzEZy1bYnHNhyDNgFynMNaS3rAo1Cki8imALwF8qapxjUg9DuBKADcCgIhsCuB8Vf1zTmsVI+65J9257oIL7PbOO34U4k9/ch/jz382O3MvoP3zz7bQMADMmmXRrrZtzZURCBd7teHCC81S/6GH3ALts8+sHp6rX3Gx/1pwceWIgD1pgmy/vRm+5OXZ4t2NNoS0ZImtrh1mI0mAlSuBL76w0HqvXubEElzXoDGZOdNu225rIzR33GELCp5wAsPlmeBF0Favzr2VcDODf0sxZGleHt4qLMRbYemZjbRQMsktTSEo1QRTBvNU9TURuQ4AVPXrhEhbp1m1ytYKa9s22n7+/vvNgvzdd2s+5iuv+I8PPtiO7fHoo9nrvz76KHDeee4Ux9TzBAVaSYm9lzPPtL4ZaV4cfXQDHbiqKlzRr1wJDBpknf3Jk8MnwoXhXbzBL0lD4Vrxu7aUlQH33mvh8cGDLTy+3noWnq6oMG/87t0tXC5iJhLnnGNtNnAg8I9/pK8Ef9FFwHXX2eM337R1EC64wF/VvDYsWWKTRxctMleh9u2tPqkL682fb69/9hkwY4b1pw44wNrlpZdsm/Jy4KyzLPe6uNi2/fhjG3nq0cO2qaoye9UNNsjNBOD6sHatDSLUh2DKwerVtqr9X/8K3Hyzfd4kK1CgERJDmoJAE5EBAC4EUKGqpwOYlOMq1cRsEekHQAEgkZqZc0sHERkBYET/TDokKdRn5Y3rrgPuvrvm7RYtAtZfP/Pj//Zb8vMbb7SB62zx5Zc1m4R4pAq0XXYBpkzJXl1IM+Tzz014nHCC//iYY2zEIvg7/eKL5mgDAI8/bjm0X36Z7hxTVWXW5N27m6jbbDP7An/3XbIbjos1a2w9io03tvN/9x3wt7+Z5eidd4YfY/VqC1nPnAn83/8B3bpZ9Kpbt3SBcc89wC232GhNUREwcaKN4BQXA6NHp4e88/Mtf3T8eL9swgRb7XyHHYDp05O379LFjvXLL/b8+uuB4cPNWvWmm6xs2jSrp9de//uficDHH7f3UloK/PCDfYl33NEEobda/QsvWG7zv/9tk17vuMO+6NXVZg373nvJ9XnxxeTnZ58NPPAA8M03yeXXXWd2qqWl9mP4zjvAzjvbtt5v908/mSDcYAMTomPHWoRw993TP5MwysqAt96y7VPXhaiqMmGV+nmVl9t5WrWya6p/f7s2lizx7UyfeML2X7HCPsujjgL23dfqu2CBfc577WXvB7Dr8fPPrbxzZ0t9WLTIct2POCK5buXlJrJVrY2CAm3ePNu2uVmoep4T3vvKhugNgQKNkJghIk0lxbGppQyeBeABAN1E5FgAewP4OnKPRkBVXwbw8tChQ0/Mxfk/+8x/3L69/Zfvt1/6dm++mfy8Y0eLqHnpi4DN/amqssFpFy5xdsIJ1tfxuOYaE4THHuv/H4axaFG6QHv4YctcSiVVoJE6UFHhtqpcudIaf/vtgS23bNx6NRSnnw588ol15EWsI/rgg8Buu1lndepUWwvhX//y93nySRM4S5YAV15p+3qT4EaNsudjxlg7eSMYr7xi4eaqKuvce+ZaixbZYoDrr2/tfsghJkIuuMBccq4J+DF9/DHwn/+YeHjkEXtt772BN96wG2Bfsvx861SPHm0CZ9w44JRT7H2cdpq9x4MDBrezZlk7eOLM65h27WoCLCjOAGuLp582MdWnj0UWAXt83XWWX7x6tQnBiy+2nOgg77xjIm+LLaydoyap3nmn3Q8caPnUn33m/6h9/bUvjgoL7YekWzd7v337miD6xz/sXPvvb6Lx3/9OF2eARTrffju57P33re7ffmsTbU87zdr2ggvsGpk71wTbF18kL8QYRNUE6FtvWV7utGkWoRw3zo65++52PZx+urXfAw+Y6Jwxw1IILr4YeO45/3h5eSZI333XhGKrVsBXXyWf86GH0u3xr7vOfhRfeMEmCN9yS3h9zzkneVLusmX+D/SiRSasv/zSxNnf/26prM8+a5/lzJm2TV6e7z5VXm4/zLNnmxhMTZNUtc8pzIywstIimQMGhKelrllj5TWJp88/t2uurAz4/nv77Ro+3Orzww92PW2yiYnzm26yz72oyAYXHnjA3q/DvK4+iGYw9Nq/f3+9JeRDKy8vd+7jcmSM2mfRokWh5S5HSCDccQ8AFi5c6Nxn5cqVoeXzvZGYEJY7cmmi3ADLyspCy6NcFF2OhC7XQ9f7B4CWwQWAAkQ5Jbr2cX2eANDDC/+n4HKEBICNNtootLxv377OfVo4vmxR53G916hIVdhnfeWVV2LatGkNGt7q1auXnnHGGTVud+GFF36uqkMbsi5RiMgEVd1GRL5Q1S0SZZNUNbY9MxHJB3AggCEA5gB4SFVX5bRSCYYOHaoTJ2a2Vrh3+R5+uPUrMuWjj5LNMoYMsb5EbcYHdtrJsrK8dMa//c36ok8/bQtD10S7dvZ/CNhxli2zxZhnzbKy6mp7f2vXWh/kqafsvziVyy4DrroquWzePBuoT2XqVPsvB6wfUduB7WbF9OmWqpWfb9GXV18FTjopWb26eP55m4B4xx3AX/5iZStWWGRjxAjr8L/zjomL2bNNQKxZk7wIXU1UV1sncfDgzNLc6srKlTY60Lq1va/vvrMvQkGB5f8WF/urpwcpLraO+KWX2vuN6Gtg6FATAdOmWae5JkSsTW+/3SJYgEVHzjrLzplKr172BUr9z+rZ09py9GgTEXVFxMTkxx/btXL33SYkCwtNVFxxhYnRCy+0z+9vf7P9CgvtPbvSPauq7LiffWbt/frrdj3efLMJxMMPT57w2qePCc6VK4HttrOO9fjxwJ57Wsf511/tR+jddy3SOX26CTgvrbKgwEaavEhRKqom6ioqrD1PPtkcho491gRcRYW/7ZFHAh98YELprrssV9rVP9p7bztn797ApEl2vNatrcP/hz/YtVEXunXzReCwYdbWc+a4t99kE9vG63936GB1a9/eUlcBE1I//OBvA5gQLy62H9bUvq4nfDOlZ09rzxUrrB7ej/YOO9hcwOOOs0joccfZj/U11wDnn29/WkccYdsuXWqf+S672Hf4009NYBUU2GuffWafSbduNhl10iT70d9nH/vc5swB/vtfu+bqk4aSQICs9sko0EKgQKNAA3Ir0P7idX4iuOCCC3It0F4AcDaA51R1y0TK4LeqOihXdWrKNLZAW7s2fSqN1werTYbt5ptbv9OLenl/JePH23FS+etf/UHZvn1tsNoTggMH2v9qnz5+RlTqX9M559hUh1SOOy59MLisLHxKz9y5fl9x4sTc+RNklW+/tY7IkUfaB1pd7StRL+Jz//3Wwerd2zqKm2xio+Rbb23C4swzTQzUxFZbWScHsA7dmDGmnq+/Pn3b3Xazc770ko3OX3SR+7jeByZinf/TT7dO4bRpfrRu/HjryG20kXXQb7nFOpd1XcX7l19s1HvsWEv7AvxRg2OOsYst6CTjceWV1gapqXGA2ZJWV/uvHX64iY4lS0xAVFWZeGnXzt5DDeue/k779uELuRUX2xd/xAjrUB90kJ0vEwoKTER7X7jdd7co6JlnWtl661mUyeO116IXFZw5064zADjxRGvfKGbMsEjL/vsDe+xh6ZsDB9rnf8ghJrCuusocijbbLDySEkVVlQmIiROtXnXJ0wbss6qstDosWGDXwF13JU9gHT3arvclS2zka+xYP3oYRosWdtzSUmvTTp3sGKNGJa87AthcOe+8229vAyEeY8ZYtE3VBPn339vnOHOmDTJstJEf0V650r6vQ4cCBx7oH2P2bBNNHsOG2XtZutQf1Zo92wYYVoWMafbtmzyC1qaNpctOnmzfJVWL0K23nh0nakDDRatWySI5W4hY2mffvvab8NRTljK7eLG13XbbWbsvWGCDARdfbKnLr7xiqSRffw189BHk4IOz2idjiiMhMaMJpTiehRimDHqIyEcAHgXwpKrWcpbSusPTT6eXZTJVYP788IHxgQPTyyZMsGkRnkBr3dr+EwcMsGkQXoZTlDAMjkEdfbQFGAA/4ta7t9WnstIdDHK5ONYJVZvPsuGGyR2bTHj3XRvFXbvWolo77ZQcbfrpJxv9dRlIlJfb6PGCBSbKLr3U8lPfessiLTfcYI9POsm279XLjxIEvejvuMPSdnbf3VTy8OE2ku4xc6Z9aAsW+GUnn2w317ypYAfy6qut8/3ggzb3xbPwBCz96fDDbXS8Xz8TZ4CNqL/9tr0fL3LXoYN16K+7zm7XXmsj8ME2++QTG0k/4wx3KPjeey2lb/fdkyMC3mDqI4/4q5SnMny4ddpSBdrIkSaEX3zRf23ECPtCXHGFvT+P66+3juv991vdjzzSzrn++haZPP983wb1gw9MhF5yCfDPf1r5uHH2Hg87zO94t25t5335ZavfHXfY8T0GDTLhefPNFiG87z4TfR06mKDYems7xv3325fpP/+x/dautevcWzSwpgXlevWyld4//zw9tB1G797JAnDAAKvHvHl+6qSXclYX8vPt5oqa1ZYWLaxekybZj0yXLnZNewJt/fVNiJx6qqW4nneefaePOcY+2zA8gT5unHX8PT77zHLN99zTPveKCvvudOhg+7RsaW17+eX2o+l9Z0TsOvQIG7xo0yY5LdajRw9ro/fft+eHHmpiJZi616OHRbCGpmiQHXaw77s3L/Okk6yeBQX2Y3300Sbe9tvPPotZs2zErnNn+/2aO9euZc+8ZeJEX9jvv78d/8EHTbwD9lswYICJxx12sMGPbt383y0R+zMbOtRSEf/yF9t/n33sGMuW2XegpMQGnXbZxUSYRy0ymPD441bHAw+0c48aVfM+GcIIWgiMoDGCBuQugta7d28966yzatzu3HPPzWkEDYh3yqCI3A/gvwCOALAUwMOq+klOKxVBY0fQzjjDBoCD7L23DZDXJoKWn299vOOPt+fBv5IpU6yvu9NONiDs9U9OOsn+0x54wPZ74w37Tz7vPPs/7dfPH4RN/Ws65RQ/C2flShvgf+ABmw7x9dcmAL/6yvZzTTmorvZfmz+/ntMGXn7ZOg/t2llnOyh4PObPtwjXzjtbB3ezzXzR8M036Qus9e5tomTAAF+UbLutiY4w3nzTUqQAG9neaSeLfngce6yNpqfOEaqJwkKbF7Pllvbehg41dRsWxUlliy0sTzaKgw+2SNLmm1vUwPGfD8DEzL//7c+jOeIIu3C8fZ56ygTk8cebkPU+4EcftVFujxdftI7akUeacA1eYF4kI8iIEfYZd+xoF9rIkXb8+fPtfF5UoaDALlpvtGLxYvucV62ythcxEb9kiX/s77+3933JJfalO+CA5HNfcYVF6kaO9IUSYCmMCxeGX2up/Oc/FlEDLA1xn338eW1hfPWVRXLCBhumTDHzjFNOSZ6b1lAMGeILQsA61V57x4lVq+z7+dtvJmy8eVVBqqtNSLRrZ+Jmgw3ss3nqKfteDh5c+7zyIGvWmDgcONCu1Wxwww1+pHvmzPBrQTW5rt27m6By9P/qzE8/2fUY7PMuWmTfr/79M3fP9NZ3aUBEhBE0Qpo7TcHFEQBUtQrAs4lb3KhS1RcBvCgivQEcDyC2Aq0+1OVy8aak3H67TW0BrL9cW2691Z3p5PVTVqxIDrDceacNKA8bZs//8AdfXwDRfZSgqUfr1jZw+cADvulIcXHNfZy8PHuPS5bYf3+98AwTysosPeb6600geajaCHiwo/mXv1hHc5ddfJc6wFKWJk600ePLLrMR+CeesNc+/dRE17RpNkL8/PMWdXvssWRHup9/tlurVjaiO21asljz6NrVxNf551s9DjzQQpsvvOCr48pKS0+6/34zfFi71hdnffqYit944/B2OfRQX6ANH24Rh9QB2WeesdtHH4WLs6IiP40qNTUydSTi0EPt/quvbB6Kx//+lyzQLrnE8mfD0jEvv9w60nfc4QspL1XwzTdNqL72mnWyi4qS0+Q6dEgOJZeWWueyosLvXHrzZL74wtKoNtzQvrT33JNeF68+hx7qr7Tu0bZt7TuZBx5okYXi4tqtOeCKGAL2hQ5GRBuaAQP8701+fu0EaS7wXC4rKtxrh+Tl+T82u+xi92eeaWL3mWesrC4ZMy1b+qm52eK44+w7udde7qwAEfs+TJpkn8vPPzfMUgNhgrxjx2TBlgmNsYxFlqFAIySGxDHFsQmmDD7hPVDVGQCuyF1V4sU99/j9rYMOsukSTzxhfVjABmV/+CF83xEjLNOqZ0/7X540KTn9MEhqeUFBciZJKlGX/XnnWYad1wf3pqJ48/9r43EBWH8qKsrm5JZbrEN19dXWmfVc8QATAzvvbAYTbdpYiK9162RxBiSncnkOJV44cfp06/iPG2ej40FntuOOS6/PTTclOwd63H+/dbA22shGmwELsW69taVg3XCDnefZwJjKbbfZ7cMPLRpw9NEWcTrkkPTo2/rrW7rc22/772HDDa1Ru3a1tMcnnrAP+r77bL6Gt87VoEHWRh6HH55ef8Am7U+YYG3tZboUF0evp/DII8lWo94cnrVrTex8HZF9ffDB1l6XX24i+8MP7TMA/I5icDQiL886iosW2ZyaVFq3Th6ZaNfOzAiuusratKYOrUj03KXakJdnX5qmSLBzvv768V5JvmXLzExwPAoKauem1Jh06WLXaU38978WUT3nnKa3DlwTIsZXPSHrJiIS1wjadwDmA3hQRJYi5imDqprkzSwiF6jqjbmqT2OwerX1FWq6fLy+uYhNGenVK9kV/fHHLZ0waL4xcqQFb44/3rb3CE5Vqi9Rngmlpck2/KleAbUVaHVarmbuXH+0eq+9rPNdXm45kv37+yLm6adN6CxdmmyPGcbbb1vH0wshrreedd6ffDJZnLm49lq7HzLEOrTeh3rooXbciRP9SM8f/2idwbPPjj7mjjv6czgWLLD3mkqfPnbvGUEAJk6DZhBBYRp0YrnkkuRO6YwZFn3aeWcTpoBFm/r0sblO22xjZiOAiZsFC+xWUmIX5A47JNdt9mz/8a+/moh+7LHw9txkE99OPThxMvi+unZ1j7yPHWvzubzPoSZ69PBzdEk0QffOTML6pHHo3t3/vpIGI2OBFjZnzTVfCnDPC6qqqnLusyrMIQZAlzDf5ASuuWFR86yi6u0iag5WNnHNNXOVd4iY8V7hcL2JitJ069YttDxqnpdr3lrU/LhOjpz4qLmRrmunLtdUVBuEtalr/lu2ialAa1IpgyIStMEQAJsjsWZbnMjWQtU//2x99YMOsuk3UXhZZanL+nhsvbXd/vtff/3XJ580HwpXZls2cEwLDiVVoGU1g2XxYptf1rOndUTefTf5dS9lb+edLW/zyCMtJPnkk35I78MP7f7AAy2C9Pe/J6cc5udbVC6odu+6y+amePOTR41KVtMXXWQ37822aGH7tG5tKYjHHONHG/r1s3WZFi0y4Vdbiost4pM63+ycc0whn3mmPQ9GjqJS0IIh01GjTEQFIzvXXmt19Dp8QYG0444W2Zo1y0wEgqmEqjaPbepUE8WffGKOff36mbCbOzc9B7dXLz8n9rHHLFI4alTyiEbw/FHfyT/9KdkCnmSPYAQtKuROSDOGETRCYkgcUxzR9FIGy1T190kpIuKY8JFbsrVQ9VNPmcB57DHLYgv2ZZ95xqboXHyx+T94Aq2mqR3jxplOefBB22+TTepTw5qpj0CLjKDdfbdFQ6KctrwFmOfPt6iNF10577z0VEWP3Xaz+V6XX24C7fvvk19v0cLmlA0aZAJn+nQzhNhoI2v8VAFQWmpC7q9/tef77ecLtFdeMaMHwLZ59lkTJl4HNnUlcSDdBaa2dOqULNCeecbaLmgSVlho7nEPP2ziyUX37pYHW1pqaV3nnmujCFtvbQYJo0fbPL6XX7YwbvC3Lz/f0kfLy9MtQ0WSo1eeWKqutmOkmnOde64ZBdx3nz3fYovwBYmDwrMx1mEj6Wy6qX0XCwvNFIaQdRAKNEJiSBwjaKkpg02A1Nyji3NSi0bi55/9x59/bn17wAzYvABKp07mU+EJtJrmW++6q/XTG2u8oKTERFptLPDbtrW+tLduWptJHwJvlCe7jgDWAJ4NdXm5v66Wx8qVFuG66SZrqMWLkzvun37qe/p7dOhg4str2NSw4k03WSRmwAA/B3TTTZONQVyMGWPOiYcckrzadtDa+txzs28QECRoePDee26L8jvuMJFY0xyh1DzYfv0sktWypV1cJSW+vXcqHTpktiaCNz8suCQAYEL6lFPsM/jrX915wMHoDdPrckNpqc1VbNcuC+thENI0oUAjJGbEeA5aEnGf06Wq0wBARDqp6kJVXZzrOjUkwRVFgiuSfBSQ1ffdZ8Z6FRWmL2ozb6sxg7nPP2/2/3feWfO2eXlmZOLprVafvQ/sfamZVJSW+tGVZ57xd/rwQ39e1bRpFm0ZM8Z3TAlbq+Dcc81RsKTEcj579LBUuTVrfCOITp3snJ4px/DhdU/NKi62MChgaXyXXmrzuOq1JkCGbL+9OQ4WF0evH5WXV/cLJCJdvt507pwu0Lp2tTl5Ecv1ALC0yp49LVXVG+UgjY8315GQdRQKNEJiSBxTHJvKnK4QHgKwf41bxYDVqy0YUZePP+hW7rmlA8m+Cd9+63s2tGkTPwOurbd2L/kVRrCPX4hKe+AZMey1l02y81LaAFu0ea+9TM1utlntciq9+auXXZZsSpE65zZ4LG8dgfoiUrvFfrPNtdfa+zv22MY/dzYIE7OOedVpFBVZBHPtWhN1hBCSAyjQCIkhMY2gNYk5XSHEsjFTUbUpLxtv7C/BVFu+/dYy+TxmzPAfBwVakKALeFNm333Nlf1QPJX8grfmUJCbb7aG3nHHdHHWo4fND/PWppo2LXmSnucm6OLcc03Y3HJL/JRvprRvb6mLTZUwgRZMEa2JqAWdCSGkEchYoFV77lIBopztKisrQ8ujOqAu178oR8Yl3uKSGeByPqxL57h96oz1AD0cK6xHRUnaOizJXC6SxRG5SqWOFVldrotA3drG5cjYOqIn6Gq3KBdHlytl1Hlc7Rn1fqLq0NDEVKA11TldufsgM+C77yz1cMYMM6PLz7e5ZMXFyS7gYQTFGZAcTZs1K3wfb5mn2OItjlxaajb2N99sq2oHXfZgy3UtOvhkdH3hJ/exTjnFF1633GKOKalMmGDCpLzcomyp61vVtC7VpZeaxX3Ugr+kcQjO3evcGbjyyuSVzgkhJObEL4+KkHUcEUFeXl6Nt8YmOKcr8bypzOmKpdpNJTjuMHOmmdANHWqGf2FEjR8sDnwyXgQtdXwrlmu/BhvhhBOso/3tt5Zq95//hM4Jys8Huq6ZGX3cHXZIfsOpjocjRti8o+JiW/D4iCMsz9SbfzVsmDkQRlFYSHEWF/r29R/fd58JdEIIaUJQoBESQzyjkKhbDnmo5k1ixUW5rkCmzJmTHAULI2oZxzCBtsEGydvUW6CdfrrZvmfijR/FffeZNeODD5od+iOPWBTtlVfMDQQwu/tPP7UQYxDHOpi/s8UWtkaZC0eWA+67zxz/Ul0cSbwZMsR/nM2V1AkhpJGgQCMkhsRcoDWJiJSHqn4tIhuJyAUi8g8RuSPxuIactdxRXl7zNCZPoBUXpy/vNWuWeVusXQssWWLHStUg9RJoy5fb2mKvvw488UT4NosX+wYbP/1kiwaPH5++3fTptv7VySdbhf/9b8v39AiuHwBYNOvII5PLUte8CnLEERaGHDXKLCI9Ro70H7sMJAYOtNRKrofVtNhtNxPWN96YHE0jhJAmAgUaITEk5gKtSczp8hCRCwCMgwnLCQA+Szx+UkQuzGXdXLiCUhMn2prIVVW+QCsosL5ofr6t/+tx6qnAihX2uLg43RSkRoH2+ONmtx42iW3yZP/xp5/a/SmnABtuCLz7romufv1sTpb32htv+Bb3gPn/33STeep/8YVf/s47wLbb+s/fey/9/E8/DXz9tf/cJdBOO80EpJcSHJzzGpzYt8024fuTpkl+vgnr88/PdU0IIaROxHEWAiHrNN4ctBjTpCJoAI4HsImqJtliiMitAL4BcENOauXXYwSAEe3abfq7zkiNoKna8623tudXXeWnLBYWWlBp1izzQSgstPKHH/Yd2tu2TV92KlSgjR8P/PnPtobUsmVW1quXrW59882+tfzRR/v7/PCDhek8e/ug2+FLL5ma/PZbe75iha0vVVxsToq1wUtvTOXpp23xZ8At0FLPERRo3bvbumg//2ypmoQQQkhMiHUvkJB1lZhH0JranK5qAGGTjLonXsspqvqyqo4ZMKDw92WnysttDWWPvLz0lEcv88/zrujSxR7ffrs932knX7e0besv6OyRJtAee8wiZlOn+uLM4x//AB591B4vWWIuJh6//gocf7z7DR52mE2q83jhBWDXXd3b15abbgLGjbPHLoH2xz8mP08VaMOHA6NHN31bfEIIIc2KjCJoqoo1Id7MUfbm5eXloeVR1vyuzmdUp7QodXg4gcuWHgAKvaHmFMLeY03nidrHtTxA57C1WhK46h1lje/CtdRBl6AVcQolDkviqMhOXezvXe/TtdRCFGFLQHhUpZoK1GKfsLZuLOv9mNrsA/DndAE4AEBPWMrjbAAvqep3kTvnhrMAvC0iPwHwVghbD0B/AKfnqlJheF+VlSvTfTBcpJoL7rST3S9d6ntntGsXEUFbtswWdD7rrOgTffGF2dNPmmRzxXr3NgeSWbOA55+3bTbYIH3O2HPPJT8PW/xYxJwV99zTL+vc2eZ+hc1bA4DKSuDww229M5djSuryI6kCjRBCCIkhjKAREjOyZbMvInuLyA8iMjVsrpWI7CIiy0RkcuJ2WS3r16TmdKnq6wA2BHAlgDcAvAngCgADE6/FBk+glZebBqoNqQKtY0e7X7jQF2iRKY5XXGGT15YsMdHyzTfhJ5o0CdhuO+CYY+z5kCFpa5Lh+++Bc84J39+rWBjrrWdW+EF++gl4+WVb5E3VnYYYtqZZfr4Zj6QSHBSjQCOEEBJTOAeNkBhS3wiaiLQAcDeAPQHMBPCZiLykqt+mbPqhqqYvLhVNrOd0haGq1QA+yXU9asILHGcSQUt1mPeOUV5uGgcwB8dUgdaiBcy23suJBIBNNkkWMUE+SWm+rl1tTtmvv9rzAw4wYbTdduH733abzW8DzEzkpZf8Rd4GDUquYJcufrTLE3auqLpnFtKjhzk2jhwJDB6c/oaBZDMQCjRCCCExhRE0QmJIFuagbQNgqqr+oqqrYRGvA7JUvVjP6coEEQnJt8sdnha5+uraR9CmT09+7mVur15tQS/AdElaBE2qfNcRj0GDgNLS2p24a9fkCFrPnnbv5VgC9oZOPtnsJ4PGIvvsk2xdP3hw8jywsLTwYBp5MO3xxx/tvnNn4O9/t3l0xcXhx2jTBvjgA+Ctt9JtLQkhhJCYwAgaITEjSy6OPeHPtwIsirZtyHbbicgU2Byyc1XVkd+WxFlwz+k6w7VTTLkSwMO5roRHcK2ysMy92uAJtMpKX7ytv366j0bLhXPT52717p0IrdWC9ddPdjIZPNjuu3QBfvnFxFDHjsnHe+45m6924YVWftVVZqOfmhYZJq6Cc2mHDQPOPdecJb032a5d7epdW/dIQgghJEdQoBESQ2qZ4thJRCYGno9V1bHeIUK2T3U4mQSgj6quEJF9AbwAYEBNJ1XV10VkQ1iUrmfiXDMBfKaqtYz7NB4i8qXrJQBdG7MuNRHM4lu0qG7H8LTN2rXAb7/Z4969093qB60NrCO23noWEUtdANpjm22ACRPs8QYb2PyuI44AHnjA3yY456tfv/Dj/OlPdvO49FK7ud5EkGOOsYWxD0gEgjt0sHvvTbZtG35OQgghpImRkUCrqqrC4sWL08q7devm3CdseyDapa8gddZ7guWpky0CFKe6dSWoi8Oky90RcLs1RrkB1mU+kctF0eUIGeWK6XqtLlEaV70Ad1tHvX/X+3E5TwLuzyfqc6vLZ902pMMX1c7ZpJbXzEJVHep4bSaAoINDL1iU7HdUtSzw+FUR+aeIdFLVhTWd2DWnS0SOVdXYRKQSdAXwBwBLUsoFwP8avzpudt7Zf5wq0EpKzJmxJkQsilZZ6bvhd+2anuJ4/fKEgeXUqf6iah79+1u5x5Ahlg75z3/a+mOeGBsQ0POpx6gPYb+zhxxi9dp4Y3ueKtBqG0EjhBBCYg4jaITEkCykOH4GYICI9AMwC8BhAI4IbiAi3QDMU1UVkW1gc1LrGLf5nVilDCb4L4BiVZ2c+oKIvNfotYmgqAgYMcLMC//5z+TXOnRIF2gXXZQckPLwBNrKlf5xgwJt9C6/ouS9n23e2Prrpx/g//7P1isbMAB45x2LcrVrB1x3XbIQ2mKL5ApmixUr0stEgK228p97c+W8bSnQCCGENBMo0AiJGdlYiFpVq0TkdJitfAsAD6nqNyJycuL1ewGMAnCKiFQBqABwmNZiobemlDIIAKrqXEVZVY9wvZYrPP+L1Ahahw7AtGn+83/9y52RmJqEUFCQLNDyfvjeHpx2WvgizX36AGeeaY/33dcvTxVBXbua6UZxcXYWe27TxlSlIyMiiR4pPjUUaIQQQpoJFGiExJBsLFStqq8CeDWl7N7A47sA3FWHQzeZlEEAEBGpSXjWZpvG4p57gIMPTi5r0cJSHD1WrwbS1lFftQq48UZgzz1RWLh90kupAk1WJLJbR46sf4Wzabrx5psmGu+5p+ZtU9dg69Qpe/UghBBCcght9gmJIdlYqLoB8VIGf0u5/QrgvVxWzMG7InKGiKwXLBSRAhHZTUQeBTA6R3VLY9SodKf7/HzgsMPs8VZbhYgzwMTZFVcA++2HwkJfa+blAS3efA2tJrzvl61IzOft0ye7la8v228PfPGFuTTWhGfr70GBRgghpJnACBohMSQbEbSGoqmlDALYG8BxAJ5MzMlbCqAIlvr5JoDbwuan5ZJ27YCgv1J+PnD88ZbV59QuU6bY/ZIlKOhYBcBUXEHLamDffVGEXQC8CwDI0ypbB6xVq4Z6Cw1Py5bAXXcBpyfMTlwLbBNCCCFNDAo0QmJGNuagNSRNLWVQVVcB+CeAf4pISwCdAFSo6tKcViyCVAPRli0tEvbHP0bsNMNf9q5QV+F3gSbmiFiEVb+/nofqZE//psqxx/oCLW7RQEIIIaSOZCTQ8vLyQu3x62Ixv9KzFwvBZYnust+PIioVzGWZHmXx7notys6/qqoq431c9u8uW/qoDr2rnxzVNq5lEKLO49qnLHWF3Frss2zZMuc+rjq0DM37Mto5DASiPoOKioq0sqhrPZvkOIWxJt4VkecAvKiq071CESkAMByWLvgugEdyU71wROR2VT0LwJxc16UmUgVarVZ3CAq0tRUA7CAFaotRpwm0iGu/ydC6NfDTT7aq95Ahua4NIYQQkhVi3QskZF3Fi6JF3XLI3gDWwlIGZ4vItyLyC4CfABwOSxl8JJcVdLBCRF4WkTYAICJ7icjHua6UiIwQkbHBQYnUMZ1VqxBNdTWw0F++rqDa36EANqjULAUaYGujZcPshBBCCIkJTHEkJIbEOcWxKaYMAoCqXiIiRwB4T0QqAawEcGGOqwVVfRnAy0MHDjwRnTsDRx2F77+/LWmbiIQDix4ddRSwdu3vRYVr/SyEAjWB1gp+RLjZpDgSQgghzRBG0AiJGSISdxfH31HVNao6J+7iDABEZHcAJ8KEWWcAf1HVD3NbqwA//mhRsNtvxx571HKfVauAvfYCvkxemq5gjb/Qc8Fai5w12wgaIYQQ0sxgBI2QGBLnCJqHiJwTUrwMwOdxc0VMcDGAy1T1QxHZDMBTInKOqr6T64qlctv1q/Cf//gLl730kmPDd94B5s5NKy5cHRRoFjkrgj9/lgKNEEIIiS/xGIYnhCQR8zloHkMBnAygZ+I2BsAuAO4XkfNzWK9QVHU3L2Kmql8B2AfANbmtVTjrtVqAU0+1x3fdBYwY4djw+++Tnw8dCgAorPSNeQpQCbRvj6LOvvMIUxwJIYSQ+JKxi2NRUVFa+ZIlS5z71MX1zuXsF+X86Er5WhuYl5GKy/Uvytlv9erVoeUul0DAXW+XiySA0HYG3O3pcncE3O8nyq3S5aI4ePBg5z7Tp08PLY9qm1UO94PS1JV6A6xZsya0PKo9XddB1PUxc+bMWp87m3gpjk2AjgC2VNUVACAilwN4FsBOAD4HcFMO65aGiHwG4EsAXwXud8tppYJssQUwbx4wezYwfz5uuaU3Tj8dGDQosM2kScCrrwIXXGDe+941+re/ASUlwOjRQPfuKFjlf38LsBro0gWF1QossDKBMoJGCCGExJQm0QskZF2jiUTQ1gMQHLFYA6CPqlYAcKv/3HEAgGcAFMAif78C+D5qh0YlLw/YdFN7PH8+iooS4uzjj4HBg4HLLgN22QW49FLguutsu1mz7H7jjYHzzgO6dAG23z6xDprhCTRp50fQ1qAlI2iEEEJITOEcNEJiSEwEWE38G8AnIvIiAAGwH8x6vw2Ab3NasxBUdTaA2QBeBwARGQRgVE4rlUqXLnY/f75fduut5tT41Vd+2ZVXAnvvDSxIhMS6dvVfGz4chR/5+tgTaJg37/eyShQygkYIIYTEFAo0QmJIU0hxVNWrReRV2OLUAuBkVZ2YePnI3NUsHBFZL7iwtqp+JyKb5LJOaYQJtNR5ZgCgCgwbBnTsaM+9ewDYcEMUwE87L8BqoHt3ILBgPAUaIYQQEl8o0AiJGTFKYawNVQCqASgsxTHOPCUivQFMg80/WwVgo9xWKYUwgRZYgDqNRYvsvlMnv6xtWxTCd3b8XaAF5oiuRgFTHAkhhJCYEv9hekLWQZrCHDQRORPAE7CFqrsA+JeInJHbWrlR1e1UtReAYwG8BeAbWFpmfEgVaKrA4sU17xeMoLVti0KkpDh27w60avV72WoUMIJGCCGExBRG0AiJIU0hxRHA8QC2VdWVACAiNwIYD+DOnNYqBRF5DMDkxG2Kqk4FMDWXdXKSKtDKyoCqqpr3C4qttm1NlCVwCjRG0AghhJBYkrFACxu5V1Xn9i5b+Kh9FjtGjEtKSpz7uCzWsx1p6BRMJQrgsosHgG7duoWWR1m8u9rNZfMfZTHvamuXlT/grnN5eblzn/bt24eWV1RUOPdxWfC3bds2tBwA5gXMDoK4lk0A3O3mKgfClxRoFejkNiRxiJDVAgEQvIjXJsrixqMAhgAYDWCIiLQF8B18wfZMDuuWjCfQ5syxe++3sHdvYMaM2h2jFgKNc9AIIYSQ+MIIGiExIy4pjLXgYQCfisjzMGF2IICHclqjcP6sqqO9JyKSD2BjmGjbBma9Hw823NDs9r/5Bli+HFixwsqDAxZFRcCDDwLPPgs8/3z6McIEWrduTHEkhBBCmggUaITEkKaQ4qiqt4rIewB2gAm00ao6OaeVCmcz74GIvKmqe8EWqv4yd1Vy0L69rXk2ebKJNI9gOuIWWwBHHGHro4XRpg1aBvxaCrAaaNcuJMUxy3UnhBBCSFagQCMkhsQ5giYiy2Gujb8XBV5TVQ3PW40HnXNdgRoZONAE2g8/AL16WVmbNsAmm5hoO+AAK7v0UuDDD4G//CV5/8LC9Ahaq1YhETT+/BNCCCFxhP/QhMSQOAs0VXVPEIwn3UTkGABTEM85cslssQXw1FPAa69ZpAwwgfb448DrrwOjE9ma3boBX4YEAYuKkgVaS1jaZJpAi3+UlhBCCFkX4T80ITGjNhb7cRZwMeQKAEMB3A6gl4h8JSLjRORSETkopzULY8897f7rr4GVK+1xmzYWTTvhBCDCDAcA0LJlcopjQSLYmWoSQhdHQgghJJZkFEHLz89Hx+B6Owmi3AhdLn0rvMnvIbgcEaM6pYWFhaHlLjdEwO3gl5/vbhaXI2LUPq66VVZWhpZH7eNyN4yas+R6bfny5c59XO/T5dQIuD9T13sB3J9p1GfdxXO6q2U54HaSLCgocO4T1T4NTVOYg9ZUUNWxweci0gvAYNjctAMBPJeDarnp2dPu58xJFmi1RQQF+WpLiAMoKEh8lwICrQr5NAkhhBBCYgp7gYTEEEbQGg5Vnamqr6rqjap6dK7rk0bnzkCLFmaxv2SJlWUY7Spo6Q+wFBQlfuZbtcJ/MBLdMRuP4c+MoBFCCCExhQKNkBhCgbYOk5cHdO1qj3/4we4jItdhtCzwr48CL4DdqhVG4gXMQk9siwmMoBFCCCExhQKNkJghIsjLy6vxRpox3bvb/eTJdl9SktHuSRE0b8paIsVRAIvQ1TSXjRBCCCE5gS6OhMQQRsjWcWbNsvvPP7f7DAVaUgStZbpJCNq0AXiNEUIIIbGEw/CExBCmOK7jHHlk8vNMI2iFAYHm+eAEBRrTGwkhhJDYQoFGSMxgimPzQETWF5EHReTZjHe+9trk50FxVQuC5qS/Py4q8gsp0AghhJDYknGKY5j9eo8ePZzbuyzWZ3kpPBnsE2XN38bhSBa1j8sav3VE58Vl2++yvweA8vLyjM4PuJcncB3LtT0ALPGc4FLo1KmTcx/X+6yqqnLuE9UGLlyf9fz58537uOz0Fy1a5NynuLg4tDxqqYM+ffqklUXZ8meTbETIRGRvAHcAaAHgAVW9IeV1Sby+L4ByAMeo6qR6n7gZIyIPAdgPwHxV3TRQntbWqvoLgOPrJNBSvxd77ZXR7i0LfQH/+yUbPCYdHAkhhJDYwmF4QmJIfVMcRaQFgLsB7ANgYwCHi8jGKZvtA2BA4jYGwD3ZfyfNjkcA7B0sqGVbZ85RR9n9PfdkbOjRqihgEuKlOwYFGiNohBBCSGyhQCMkhmQhxXEbAFNV9RdVXQ1gHIADUrY5AMBjanwCoEREumf/3TQfVPUDAItTimvT1qGIyBgRmSgiExcsWJD84h13AB98AJx8csb1bNt67e+PQyNoGaZMEkIIIaTxoEAjJGbUJnpWixTIngBmBJ7PTJRlug2pmdB2FJGOInIvgC1E5KKwHVV1rKoOVdWhnTt3Tn6xtBTYccc6VShJoHkLVQfTcx2pxYQQQgjJPbTZJySG1HIOWicRmRh4PlZVx3qHCNk+dQJpbbYhNRPajqq6CEDm4a8sUNjKH3vT/ER6ZFCUUaARQgghsYUCjZAYUkuXxoWqOtTx2kwAvQPPewGYXYdtSM3Erh2lyBdglZJwbwyKskYyuyGEEEJI5mQk0PLz89G1a9e08tWrVzv3cbkO9uyZeSZVmIOkx7Jly0LL27dv79ynrKwstDyqbi53w6VLlzr3cTkVRnXC16xZE1req1ev0PIot8qWDoOBKPdNl7vhypUrnfu46tyiRQvnPi43zzAHRQ9Xu7muNQAoLS0NLZ83b55zn+XLl6eVuT7/bJMFF8fPAAwQkX4AZgE4DMARKdu8BOB0ERkHYFsAy1R1Tn1PvA5Sm7ZuXApDBFrQNZbLNBBCCCGxhf/ShMSMbMxBU9UqAKcDeAPAdwCeVtVvRORkEfHS7l4F8AuAqQDuB3Bqw72r5oGIPAlgPICBIjJTRI53tXUGxxwhImNdg0x1orAQ++NFFGM5dhpAzU0IIYQ0JZjiSEgMycZC1Kr6KkyEBcvuDTxWAKfV+0TrEKp6uKM8ra0zOObLAF4eOnToifWpWxKFhXgBB6IK+WjZ7rqsHZYQQgghDQ8FGiExJBsLVZN1mKIiCICWqAqfbxaRLk4IIYSQ3EKBRkgMoUAj9aImQ5BGmktJCCGEkMyhQCMkZohIVlIcSdNAREYAGNG/f//sHbQmS/2KiuydixBCCCFZhb1AQmJIFhaqJk0EVX1ZVcdEOc5mTE0RtAjXV0IIIYTklowiaNXV1aF27lF27S4r+yhrfpedfn6+u7qu40V1etq1axda3qlTJ+c+M2fODC2PsuafMyfcRc1lfw8AAwYMCC132em3adPGeazWrVuHlq9du9a5j6utoyzzu3TpEloe9Rm47PynTp3q3Kdv376h5a7lDAD3MgydO3d27hN2vMaKbFGAkXpBgUYIIYQ0WZjiSEjMYIojqTc1CbSIATJCCCGE5Bb2AgmJIUxxJPXCNQftueeA7t2BBx5o/DoRQgghpFZQoBESQyjQ1h0aaqHq3wlG0P70J2D2bGDbbbN3LkIIIYRkFQo0QmJIXl5ejTfSPMiJSQghhBBCYgvnoBESMxghI/WGAo0QQghpsmQk0PLy8kIdARcsWODcx+UgGOX86HIqXLlypXOfoqKi0PKoUelVq1aFli9cuNC5j8tBcOnSpc59XOsbRe2zePHi0PICR2erY8eOzmO52rM6YrHaqqqq0HJXO0ftE3V9uJwkS0tLM94nymHSdR1GuW9OmzYtrSyqzbIJBRqpFzWtg0YIIYSQ2MIIGiExhCmMpF4ERVnEch6EEEIIiR8UaITEDKY4knoTFGjduuWuHoQQQgjJGA7TExJD6OK47tAgLo7BdPCI9GdCCCGExA8KNEJiCF0c1x0axMVx662BgQOBU0/N3jEJIYQQ0igwxZGQGMIIGakXrVoB330H8DoihBBCmhwUaITEDKYwkqzAa4gQQghpkmRss9+2bdu08qjUHNe8iqj5Fl27dg0t79Kli3Ofdu3ahZZ//fXXzn3Ky8tDyzt16uTcJ+z9A9ERj0KHzbXLLh4AysrKQstdVvZLlixxHstlJR+1j8vOP6ptKisrQ8tbtWrl3Gfu3Lmh5VE2+6569+rVy7mPqoaWz5o1y7lPcXFxWlljpRZSoBFCCCGErJswgkZIDOEcM0IIIYSQdRMKNEJiCCNohBBCCCHrJhRohMQMzkEjhBBCCFl3oUAjJIYwxXHdQURGABjRv3//XFeFEEIIITGAvUBCYggXql53aJB10AghhBDSZBGXu13oxiILAPzWcNUhJPb0UdXODXkCEXkdgNsu02ehqu7dkHUhjUeOf187AViYo3M3ZdhudYPtljlss7rBdqsbbLfMGaiq4VbvdSAjgUYIIaT5ISITVXVoruvR1GC71Q22W+awzeoG261usN0yJ9ttxhRHQgghhBBCCIkJFGiEEEIIIYQQEhMo0AghhIzNdQWaKGy3usF2yxy2Wd1gu9UNtlvmZLXNOAeNEEIIIYQQQmICI2iEEEIIIYQQEhMo0AghhBBCCCEkJlCgEUJIM0VEWojIFyLy38TzUhF5S0R+Stx3CGx7kYhMFZEfROQPgfKtROSrxGv/kHVglfSQdrtCRGaJyOTEbd/Atmw3ACLya+L9ThaRiYkyXm8RONqM11oNiEiJiDwrIt+LyHcish2vtZpxtBuvNwciMjDQLpNFpExEzmq0a01VeeONN954a4Y3AOcA+DeA/yae3wTgwsTjCwHcmHi8MYApAAoB9APwM4AWidcmANgOgAB4DcA+uX5fOWi3KwCcG7Id281vi18BdEop4/WWeZvxWqu53R4FcELicQGAEl5rdW43Xm+1a7sWAOYC6NNY1xojaIQQ0gwRkV4A/gjggUDxAbA/aSTuDwyUj1PVSlWdBmAqgG1EpDuAdqo6Xu1f5rHAPs0SR7u5YLtFw+ste7DNAIhIOwA7AXgQAFR1taouBa+1SCLazQXbLZndAfysqr+hka41CjRCCGme3A7gfADVgbKuqjoHABL3XRLlPQHMCGw3M1HWM/E4tbw5czvS2w0ATheRL0XkoUBKC9vNRwG8KSKfi8iYRBmvt2jC2gzgtRbF+gAWAHhYLA35ARFpA15rNeFqN4DXW204DMCTiceNcq1RoBFCSDNDRPYDMF9VP6/tLiFlGlHeLIlot3sAbABgcwBzANzi7RJymHWu3RLsoKpbAtgHwGkislPEtmw3I6zNeK1Fkw9gSwD3qOoWAFbC0sxcsN0MV7vxeqsBESkAsD+AZ2raNKSszm1GgUYIIc2PHQDsLyK/AhgHYDcR+ReAeYl0CyTu5ye2nwmgd2D/XgBmJ8p7hZQ3V0LbTVXnqepaVa0GcD+AbRLbs90SqOrsxP18AM/D2ojXWwRhbcZrrUZmApipqp8mnj8LEx681qIJbTdeb7ViHwCTVHVe4nmjXGsUaIQQ0sxQ1YtUtZeq9oWlZryjqkcBeAnA6MRmowG8mHj8EoDDRKRQRPoBGABgQiJ9Y7mIDEu4Tv05sE+zw9Vu3p9xgpEAvk48ZrsBEJE2ItLWewxgL1gb8Xpz4GozXmvRqOpcADNEZGCiaHcA34LXWiSuduP1VisOh5/eCDTStZafrdoTQgiJPTcAeFpEjgcwHcDBAKCq34jI07COThWA01R1bWKfUwA8AqAVzH3qtcaudAy4SUQ2h6Wl/ArgJIDtFqArgOcTztH5AP6tqq+LyGfg9ebC1WaP81qrkTMAPJFIPfsFwLGwgAOvtWjC2u0fvN7ciEhrAHsi0S4JGuV/VBL2j4QQQgghhBBCcgxTHAkhhBBCCCEkJlCgEUIIIYQQQkhMoEAjhBBCCCGEkJhAgUYIIYQQQgghMYECjRBCCCGEEEJiAgUaIYQQQgghhMQECjRCCCGEEEIIiQkUaIQQQgghzRARuVNEJonI1rmuCyGk9lCgEUIIIYQ0M0SkDYAuAE4CsF+Oq0MIyQAKNEIIIYQ0K0QkT0SWBp5vLiIqIhsmnheLyCwRKc7iOfcQkcezdbzEMXuJyKE1nUNEWonI+yLSwitT1ZUAugN4D8A/EtsViMgHIpKfzXoSQrILBRohhBBCmhWqWg1AREQSRScBmA2gXeL5EQBeUtUVWTztEABTsng8ANgdwJYp5/giZLvjAPxHVdd6BSLSEUBrAMsBrAUAVV0N4G0Ah4YcgxASEyjQCCGEENIcWQmgdSJKtiOA5wG0Tbx2IoB7RWSUiHwiIlNE5CMR6QwAIrKViLzrHUhENhWR8SLST0ReFJGJIjJBRAYGzjcEwOSobUTkeRG5RkQ+FJG5IrJHonxQIrL1pYicJyJTRWQ4gFsBjBKRySLSL3GObqn7AzgSwIsp7/8SADcD+AbAxoHyFxLbE0JiCgUaIYQQQpojZTBBdgSApwAsAdBORLYAsEZVpwB4V1WHqeoQAG8BOCSx73cANgwc6yoAlwF4AMA5qjoUwBUALgxs40XQorbZFMBSVd0RwKkAjkykGz4B4ExVHQxgfQBfq+pHAD4DcICqbq6q0xLnWJiyfwGA9VX1V+8kItIXwPaJ9/0dgE0CdfgaAE1DCIkxzEEmhBBCSHPEE2jHARgJ4OjE85MA3JfY5pjEHK9CAN0A/A0AVLVcRFaJSAlMMHUAUAITOs8lMifzAXwIACLSEpY+uUvENq0BtAdwW+Lc+QCWAvgTgCmq6qUufgtgfuLxQAA/BM5RCouKBffvlLgPcg2Aq1RVRSRJoKnqWhFZLSJtVXV5ja1ICGl0KNAIIYQQ0hwpA7AbgJmqOkdElsNMM/YGcLaI/BnANgB2U9UVIvIBLB3Q41sAGwG4FJYuuA+Ai1X1wZBzbQyLVA2J2GYTAJ8H5okNhkWzBgOYHNhuUwCvJ+aQLVPVNYFzTEnMrwvuXwGgyNtZRDaHib7hInJ34rWvUupSCGBVSB0JITGAKY6EEEIIaY6UATgHwL2J58sBnADgeVWtALAZgP8lxNlBsJTAoJD5BsCxAERVPwYwB8AfRCQPAERks4AJyRCYyIraZlMkC7HBAL4EsAiJdMqEuDoKlirZD2Zs4pFqQjIYwJequgRACxHxRNqNAEaoal9V7ZvY7/cIWkL4LQgIP0JIzGAEjRBCCCHNkWWwgei3E8+Xw4TQAYnnjwJ4UURGAXgVwC8Ja3qPbxLbePO1HgKwK4DvRKQCNk/sqMRrQwBMAPBSxDabAfg0cPxNYRGwaQBeEZHPAIwH8Kuq/iIi8wF0EpGvAYwJnCN1fwB4ExYxqwbQRlW99wxVnScibUSkVFUXJ+r3ai3ajxCSI0RVc10HQgghhJB1EhEp9uz+ReQ8AO1V9ZIMj7EFzJjk6Fps+x8AF6nqD3WqMCGkwWGKIyGEEEJI7jhbRL4RkckA+gK4OtMDJAxG3g0uVB1GwvHxBYozQuINI2iEEEIIIYQQEhMYQSOEEEIIIYSQmECBRgghhBBCCCExgQKNEEIIIYQQQmICBRohhBBCCCGExAQKNEIIIYQQQgiJCRRohBBCCCGEEBITKNAIIYQQQgghJCb8P6NAFsSuqIvVAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1080x252 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "x1, y1 = 14, 14\n",
    "x2, y2 = 12, 12\n",
    "\n",
    "plt.figure(figsize=(15,3.5))\n",
    "plt.subplot(121)\n",
    "plt.imshow(np.log10(np.mean(u.flux[:,:,(u.wave>4900)&(u.wave<5100)],axis=2)),cmap='gray_r')\n",
    "plt.colorbar(label=r'$\\log (10^{-17} erg/s/\\AA/cm^2)$')\n",
    "plt.scatter(x1,y1,marker='o',s=100,color='red',alpha=0.5)\n",
    "plt.scatter(x2,y2,marker='o',s=100,color='blue',alpha=0.5)\n",
    "plt.xticks([])\n",
    "plt.yticks([])\n",
    "\n",
    "plt.subplot(122)\n",
    "idx=(u.wave>3800)&(u.wave<7000)\n",
    "plt.plot(u.wave[idx],u.flux[x1,y1,:][idx],lw=2,color='red')\n",
    "plt.plot(u.wave[idx],u.flux[x2,y2,:][idx],lw=2,color='blue')\n",
    "plt.xlim(3800,7000)\n",
    "plt.yscale('log')\n",
    "plt.xlabel(r'$Wavelength(\\AA)$')\n",
    "plt.ylabel(r'$Flux (10^{-17} erg/s/\\AA/cm^2)$')\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## good"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "base",
   "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": "3.9.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
