{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "对于同一个星系，画出地面望远镜（SDSS or DESI）和空间望远镜（Hubble）的（尽量同一波段）fits图像的对比，采用相同的灰度（color bar）；定出星系的中心（流量最高点），计算其赤经赤纬。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "from astropy.io import fits\n",
    "from astropy.wcs import WCS\n",
    "\n",
    "with fits.open(\"hst_10592_55_acs_wfc_f814w_sci.fits\") as hdul:\n",
    "    image_data_hst = hdul[1].data\n",
    "    wcs_hst = WCS(hdul[1].header)\n",
    "\n",
    "ra, dec = 229.52558, 42.74585\n",
    "cutout_size_hst = 500\n",
    "\n",
    "center_pixel = wcs_hst.world_to_pixel_values(ra, dec)\n",
    "x_center, y_center = int(center_pixel[0]), int(center_pixel[1])\n",
    "\n",
    "x_min, x_max = x_center - cutout_size_hst, x_center + cutout_size_hst\n",
    "y_min, y_max = y_center - cutout_size_hst, y_center + cutout_size_hst\n",
    "\n",
    "cutout_data_hst = image_data_hst[y_min:y_max, x_min:x_max]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "with fits.open(\"frame-r-003918-3-0213.fits\") as hdul:\n",
    "    image_data_sdss = hdul[0].data\n",
    "    wcs_sdss = WCS(hdul[0].header)\n",
    "\n",
    "ra, dec = 229.52558, 42.74585\n",
    "cutout_size_sdss = 50\n",
    "\n",
    "center_pixel = wcs_sdss.world_to_pixel_values(ra, dec)\n",
    "x_center, y_center = int(center_pixel[0]), int(center_pixel[1])\n",
    "\n",
    "\n",
    "x_min, x_max = x_center - cutout_size_sdss, x_center + cutout_size_sdss\n",
    "y_min, y_max = y_center - cutout_size_sdss, y_center + cutout_size_sdss\n",
    "\n",
    "cutout_data_sdss = image_data_sdss[y_min:y_max, x_min:x_max].T\n",
    "cutout_data_sdss = cutout_data_sdss[:, ::-1]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x600 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.colors import LogNorm\n",
    "from matplotlib.gridspec import GridSpec\n",
    "\n",
    "fig = plt.figure(figsize=(12, 6))\n",
    "gs = GridSpec(1, 2, width_ratios=[1, 1], wspace=0.1)\n",
    "\n",
    "vmin = min(np.percentile(cutout_data_hst, 5), np.percentile(cutout_data_sdss, 5))\n",
    "vmax = max(np.percentile(cutout_data_hst, 99), np.percentile(cutout_data_sdss, 99))\n",
    "\n",
    "ax1 = fig.add_subplot(gs[0, 0])\n",
    "im1 = ax1.imshow(cutout_data_hst, origin='lower', cmap='gray', vmin=vmin, vmax=vmax)\n",
    "ax1.set_title(\"HST\")\n",
    "ax1.set_xlabel(\"X\")\n",
    "ax1.set_ylabel(\"Y\")\n",
    "\n",
    "ax2 = fig.add_subplot(gs[0, 1])\n",
    "im2 = ax2.imshow(cutout_data_sdss, origin='lower', cmap='gray', vmin=vmin, vmax=vmax)\n",
    "ax2.set_title(\"SDSS\")\n",
    "ax2.set_xlabel(\"X\")\n",
    "\n",
    "cbar = fig.colorbar(im2, ax=[ax1, ax2], orientation='vertical', fraction=0.05, pad=0.04)\n",
    "cbar.set_label(\"Flux\", fontsize=12)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "# 为什么方向不一致？"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "SDSS Center of VV705 (RA, Dec): 229.370399, 42.716527\n",
      "Hubble Center of VV705 (RA, Dec): 229.557930, 42.715926\n"
     ]
    }
   ],
   "source": [
    "sdss_max_pos = np.unravel_index(np.argmax(cutout_data_sdss), cutout_data_sdss.shape)\n",
    "hubble_max_pos = np.unravel_index(np.argmax(cutout_data_hst), cutout_data_hst.shape)\n",
    "\n",
    "sdss_center = wcs_sdss.pixel_to_world(sdss_max_pos[1], sdss_max_pos[0])\n",
    "hubble_center = wcs_hst.pixel_to_world(hubble_max_pos[1], hubble_max_pos[0])\n",
    "\n",
    "print(f\"SDSS Center of VV705 (RA, Dec): {sdss_center.ra.deg:.6f}, {sdss_center.dec.deg:.6f}\")\n",
    "print(f\"Hubble Center of VV705 (RA, Dec): {hubble_center.ra.deg:.6f}, {hubble_center.dec.deg:.6f}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "1个本地（红移为0 ）重子物质为10^11 Msun的星系，假设其物质密度分布为指数盘形式，指数盘的scalelength 为 3Kpc，该星系所在的暗物质晕的质量为10^12Msun，暗物质的物质密度轮廓服从NFW分布（c=10），该星系的运动为旋转的盘，请画出该星系的旋转曲线。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Velocity (km/s)')"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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SpYvZrmeK0Viq9tkRJRMcVSU4OBh79uyp8TzNmzfHli1bTFUs81KqZgcApk0DXn5ZztD8ww/AAw+Y/hpERNQkZGVlISYmBqtXr8Zrr72mdnHqpMEMPW+y9GGnpA+SSTk6AnPmyPuvvw4o3NudiIgs1+zZs9GzZ08MHTq0QhNWQ8ewo7aEBHmrRM0OIMOOmxtw6hTw44/KXIOIiCze+vXrkZ+fj++++w5WVlZqF6dOGHbUlJMDpKXJ+0qFHQ8PYN48ef+VV1i7Q0RETQ7Djpr0tTqOjoCrq3LXmTdP1u6cPg1s3KjcdYiIiBoghh016cOOv7+cG0cp7u6AfsboV16RS0kQERE1EQw7aiqZ6Rnl1vZSxNy5MvScPQt8843y1yMiImogGHbUdO2avPX2Vv5abm7AwoXy/v/9H1AycSMREZGlY9hRkznDDiBrd0JCgCtXgPffN881iYiIVMawoyZzhx0HB+CNN+T9pUuBMuuJERER1dXUqVMxfvx4tYtRI4YdNZk77ADApElAz55AZqacXZmIiCzK0KFDMU8/5YiCr2lMGHbUVEXY2bQJuOce4PnnS6fhMRmtFtAv+vbxx0DJKvJERESWimFHTZWEnc8+AyZMkJMdv/kmMHw4kJFh4usOHSrTVHEx8MQTnGiQiMhCTJ06FXv27MGKFSug0Wig0WgQExODPXv2oE+fPrCzs4O/vz+ef/55FBUVVfua4uJiTJ8+HaGhoXBwcEC7du2wYsUKld9h/ai6EGiTVy7spKQATz8tdz34ILBtGxARIfd9+qmJr/3++8DWrcDBg7KG54knTHwBIiILI4Sc+d7cHB1rPRfbihUrcP78eXTu3BmvvvoqAKC4uBi33347pk6dii+++ALnzp3D448/Dnt7e7z88suVvsbb2xs6nQ5BQUHYuHEjmjVrhgMHDmDGjBnw9/fHfffdp9jbVQLDjlqEAK5fl/dLws6XX8panC5d5P0DB4BBg2Rtz3/+A/TpY8LrBwYCr70mR2g9/zxw993mme+HiKixyskBnJ3Nf92sLMDJqVaHurm5wdbWFo6OjvDz8wMA/N///R+Cg4OxevVqaDQatG/fHvHx8Vi4cCEWL15c6WsAwMrKCq+88orhcWhoKMLDw/H99983urDDZiy1pKcDhYXyvrc3hJChBpCVLFotMHAgMGWK3Pf66wqUYdYs2Vk5PV2GHiIisjhnz55FWFgYNGVqhwYMGICsrCxcvXq12teuWbMGPXv2hLe3N5ydnfHxxx8jNjZW6SKbHGt21KJvwnJ2BuztcT4SOHkSsLWVA6b0XnhB1vL8+itw7hzQvr0Jy2BlBXz0EdC3L/Ddd8BddxlfnIiISjk6yloWNa6rgg0bNuCZZ57Bu+++i7CwMLi4uODtt9/GwYMHVSnPzWDYUUtKirxt1gwAsHOnfDhggFyoXK9dO2DsWGDzZlnz89ZbJi5Hz57Aiy/KNbNmzpTtZkFBJr4IEZEF0Ghq3ZykJltbWxSXWQOxQ4cO+PHHHyGEMNTu7N+/Hy4uLggq+X1f/jX6Y/r374+ZM2ca9kVFRZnhHZgem7HUcuOGvPX0BADs2iUf3nprxUMffVTefvUVUNJ53rT+7/+A3r3lOPepUzk6i4ioEWvRogUOHjyImJgYXL9+HTNnzsSVK1cwZ84cnDt3Dr/88guWLFmC+fPnQ6vVVvoanU6HNm3a4MiRI9i6dSvOnz+Pl156CYcPH1b53dUPw45a9GHHwwNCVB92xo6VFUAJCcD27QqUxcZGtpU5OAA7dgDvvafARYiIyByeeeYZWFlZoWPHjvD29kZhYSG2bNmCQ4cOoVu3bnjiiScwffp0vPjii1W+JjY2Fv/5z38wYcIE3H///ejbty9SUlKMankaE40QQqhdCLVlZGTAzc0N6enpcHV1Nc9F16wBZs8GJk5EzDs/IDRUZo7MTMDOruLhTz0FrFolh6R//bVCZfroI9k72soK+OsvOR8PEVETlJeXh+joaISGhsLe3l7t4jRp1X0Wtf3+Zs2OWlJT5a2HB/79V97t0KHyoAMADzwgbzdvBgoKFCrTjBnAww/LyQbvvx+ooZc+ERFRY8Cwo5YyfXZOnJB3u3Wr+vB+/QA/PzkPj74zs8lpNMCHHwJdu8pFQu+9F8jPV+hiRERE5sGwo5YyfXZqE3a0WjkyHJBrZynG0RH46SfAzQ345x/gkUfYYZmIiBo1hh21lAk7+mas6sIOICc5BoBfflE4f7RqJRfnsrGR8+88/7yCFyMiIlIWw45aSsJOkYsHLl2Suzp0qP4lt94q5yBMSjLDYuW33Va6INfbb8ve0URETQzH8KjPFJ8Bw45aSjooJxV4oLhYjvoOCKj+Jba2MoMAwJ9/Klw+QHZW1q9T8dRTwCefmOGiRETqs7GxAQDkqLHwJxnRfwb6z6Q+OIOyWkpqdmKz5KSCLVvWblHb0aNlM9aff8qlJBS3aJFcsHT5cjlay8qqdJZDIiILZWVlBXd3dyQnJwMAHB0djdaWIuUJIZCTk4Pk5GS4u7vDysqq3udi2FFLSdi5mCLXhmjdunYvGzVK3h44INfvdHNTonBlaDTAu+/KqZtXrQIee0x2GHrsMYUvTESkLv0K4PrAQ+pwd3c3Wo29Phh21FBQAJRUy51LkmGnVavavTQ0VK6XFRkpJzueMEGpQpah0QArVsj5dz74AHj8cdlx6IUXalcdRUTUCGk0Gvj7+8PHxweFhYVqF6dJsrGxuakaHT2GHTWkpclbjQanr8qqmdqGHUA2ZUVGyqYss4QdQIaa1atlVdLSpXLx0MRE4P33ZdMWEZGFsrKyMskXLqmHHZTVkJEhb11ccClGfgQtW9b+5fqmrG3bTFyummg0wBtvyIADyPAzblxpeCMiImqAGHbUkJ4ub11dDSsyhITU/uWDBgHW1sDly0B0tOmLV6O5c+X8Ow4OwB9/AH36AGfOqFAQIiKimjHsqKGkZkfn4mqYWzAwsPYvd3YG+vaV9xVbOqIm990H7N8vU9qFC3I9i++/V6kwREREVWPYUUNJ2Mm3kyu0OjkBdV1sfdgweata2AGA7t2BI0fk6uiZmXLx0EcfBbKyVCwUERGRMYYdNZSEnVxrmXACA+s+qKls2FF1gk9vb2D7duCll+QCXuvWAT16AAcPqlgoIiKiUgw7aijps5OplSOxgoLqfop+/QA7OzkgKjLSlIWrB2tr4NVXgV275Ju5cAEICwOefpq1PEREpDqGHTWU1Oyk6UprdurK3h4YMEDeV7Upq6zBg4ETJ+QyE0LIUVudOwNbt6pdMiIiasIYdtRQEnZSi+ofdoAG0m+nPE9P4Isv5Cit5s3lkLHRo+WS7VFRapeOiIiaIIYdNZSEneQ8GXbq04wFyFXQAdl6pNOZomAmNHo0cOoUMG+enHTw55+Bjh2BhQtL5xkiIiIyA4YdNZR82SflyT479V3yo3dvOZIrNRU4edJUhTMhZ2e5gOiJE8DIkXKZjLfeAtq0kctP5OWpXUIiImoCGHbUUNJBOSFH1uz4+NTvNDY2spsMINfJarA6dZJrW/z2mww6ycmyxqd1a+DDD2UIIiIiUgjDjhpKanbis24u7AClTVm7d99kmZSm0QB33CGbtj76SLbdxcUBTz4pVzb9+GPW9BARkSIYdtRQEnYSb7JmBygNO3v3ykXJGzxbW2DGDDk8feVK2YYXEwP85z9ySfdly7jWFhERmRTDjhpKwk4GXGFtDbi71/9Ut9wiZ19OTweOHzdF4czE3h6YM0eO0HrvPVnTk5gILFoEBAcDzzwDXLmidimJiMgCMOyooSTspMMN3t51nz25LGvr0n47u3aZoGzm5ugoJx+8dEkOWe/cWU5E+O67QIsWcsj6X3+pPE00ERE1Zgw7aigJO5lwuakmLL2yQ9AbLRsbORnhv/8CW7bISYR0OjlkfcQIoEMH2eylXzGeiIiolhh2zK2gwDD6KBMu8Pa++VMOHSpv9+0Diopu/nyq0miAMWPk8LLTp4FZswAXF7kmxty5cgbG6dOBv/9mbQ8REdUKw465ZWeX3oWTSWp2unWT/X4yM4GjR2/+fA1Gx47A6tVy1NaaNfJxdjbw2WfAoEFyFNcbbwBXr6pdUiIiasAYdsytZGHMIitbFMHGJGHHygoYMkTeb9RNWVVxcQFmzpTD1vftAx59VM6meOEC8H//J5elGD0a+O47IDdX7dISEVEDw7BjbiVhJ8/aGQBM0owFlDZlNfj5dm6GRgMMHAh8+qkcubVuneydrdPJxUYfeECO43/4Ydnvp7BQ7RITEVEDwLBjbiVhJ0crw06zZqY5rb6T8r59TeQ73tkZmDoV2LOntIYnJET+fL/6Chg7FvD3B554Qh7T4BYPIyIic2HYMbeSPjvZGhl2PDxMc9ouXeSC49nZQESEac7ZaLRuDbz2GhAdDezfD8yeLWt4UlLkbM1Dh8ogNH++fJ7Bh4ioSVE17CxduhS9e/eGi4sLfHx8MH78eERGRhodk5eXh1mzZqFZs2ZwdnbGxIkTkZSUZHRMbGwsxo4dC0dHR/j4+ODZZ59FUUMdllRSs5MlTBt2tFoL77dTG1ot0L8/sGqV7NS8bRswbRrg5iYfL18um8ECA+UyFdu3N5FqMCKipk3VsLNnzx7MmjUL//zzD7Zv347CwkKMHDkS2WVGLD399NP47bffsHHjRuzZswfx8fGYMGGC4fni4mKMHTsWBQUFOHDgAD7//HOsX78eixcvVuMt1awk7GQUOwGQtTGmYhHz7ZiKtbWcn+ezz4CkJGDTJuChh2TwSUyUC5COHAn4+gKPPAL88gs7NxMRWSrRgCQnJwsAYs+ePUIIIdLS0oSNjY3YuHGj4ZizZ88KACI8PFwIIcSWLVuEVqsViYmJhmPWrl0rXF1dRX5+fq2um56eLgCI9PR0E76bKnzyiRCA2Gw1TgBCREWZ7tQnTwoBCOHoKEQt33rTk58vxJ9/CjFjhhA+PvIHpt+cnISYOFGI9euFSEpSu6RERFSD2n5/N6g+O+kls+N6llR3REREoLCwEMOHDzcc0759e4SEhCA8PBwAEB4eji5dusDX19dwzKhRo5CRkYHTp09Xep38/HxkZGQYbWZTUrOTXmzaZixATkPj5QXk5ACHD5vuvBbF1hYYNUr25YmPlyuozpsn+/RkZwM//ig7Pvv5AWFhwOuvAydOcAJDIqJGrMGEHZ1Oh3nz5mHAgAHo3LkzACAxMRG2trZwL7dSpq+vLxITEw3HlA06+uf1z1Vm6dKlcHNzM2zBwcEmfjfV0PfZgTM0GtmqYipabekQdDZl1YKVlZyccPlyufL6kSPA4sVAjx4y3PzzD/Dii3K11ZAQ2c/n99/Z3EVE1Mg0mLAza9YsnDp1Chs2bFD8WosWLUJ6erphu2LO1bX1o7HgBHd3GVBMSd9vx6Ln21GCRgP07Am88oocznb1KvDxx8CddwIODvLxhx8Cd9wh5wsYN07O6nzxotolJyKiGlirXQAAmD17NjZv3oy9e/ciKCjIsN/Pzw8FBQVIS0szqt1JSkqCn5+f4ZhDhw4ZnU8/Wkt/THl2dnaws7Mz8buopTI1O6bsnKynr9nZvx/IzwfUepuNXmAg8PjjcsvNlenxt9+AzZuBK1fk7ebN8tiWLWXT2KhRMm26uqpadCIiMqZqzY4QArNnz8amTZuwc+dOhIaGGj3fs2dP2NjYYMeOHYZ9kZGRiI2NRVhYGAAgLCwMJ0+eRHJysuGY7du3w9XVFR07djTPG6mLMmHHlP119Dp0kAOM8vKAgwdNf/4mycFBLk76wQfA5cuyD88bb8hkaWMDXLoErF0LjB8va30GD5Z9fY4c4Zw+REQNgKphZ9asWfjqq6/wzTffwMXFBYmJiUhMTERuSZ8INzc3TJ8+HfPnz8euXbsQERGBadOmISwsDP369QMAjBw5Eh07dsTDDz+MEydOYOvWrXjxxRcxa9Ys9WpvqqNw2NFomsjSEWrRaICuXYFFi2THqJQU4Ndf5ersrVvLZef37ZN9fXr3lsnzwQeB9etljRAREZmfeQaHVQ5Apdu6desMx+Tm5oqZM2cKDw8P4ejoKO6++26RkJBgdJ6YmBgxZswY4eDgILy8vMSCBQtEYWFhrcth1qHno0cLAYgpWC/uv1+ZS6xdK0dSDx2qzPmpGlFRQnzwgRB33SWEi4vx0HZAiDZthPjPf4T47jshkpPVLi0RUaNW2+9vjRAcU5uRkQE3Nzekp6fDVen+FoMHA/v24R5shPcT92DtWtNfIjISaN9e9tdJSwPs7U1/DaqFwkI5omvrVuCvv+R8AOWbtbp2BW67DRg2TP7bYH8fIqJaq+33d4MZjdVklGnGKjei3mTatpVrYObny+9aUomNjRza/tpr8oNITZVNXvPmycXMAODff+XQ93Hj5HTaYWFyUdOdOznEnYjIRBh2zK1M2FHqj/iy/XY4304D4uYmQ83y5TLkJCUBGzYAM2bI/j7FxTIUvfGGrO1xd5e1PS+9JNfxKvm3Q0REddMghp43KSXz7OTAUdEWi1tvBb79lp2UGzQfH+D+++UGyJFeu3bJWp0dO+QMz/v2yQ2Q63317CkD0JAhwIABUKx6kIjIgrDPDszcZ8fDA0hLQzucw4tftMPDDytzmYsXgTZt5OoIaWly9DQ1IkIAFy7I5Sz02+XLxsdoNEC3bjL4DB4sm8y8vdUpLxGRCmr7/c2wAzOHHTs7oKAAwYjFml+CceedylxGCCA4GIiLk31jb7tNmeuQGV2+bBx+zp+veEyHDjL8DBwI9O8PtGghQxERkQWq7fc3m7HMqbgYKCgAAOTCQdFmLI1GNmV99ZVsymLYsQDNmwMPPwxDdWBCgmzi2rNHhp9Tp4CzZ+X24YfyGH9/2dzVv7+8veUWWd1HRNSEsGYHZqzZycoCXFwAAI7Ixt8RjujRQ7nLffYZMH26/I77+2/lrkMNREqK/KD37AEOHACOHpXD38uytwf69CkNP2FhctZnIqJGiM1YdWC2sJOcLGfUBaBFMc5f0KJ1a+Uud+kS0KqVHAF94wbg5KTctagBys2Vc/scOCAXSztwQA5/L699+9Lw078/0K4dm76IqFFg2KkDs4WdmBggNBQ5cIATcpCUJAfkKEUI2WUjNhbYtg0YMUK5a1EjIISccVIffvbvl4/La9YM6Nu3dOvTB4qsbUJEdJPYZ6chKpkkLhdyaJTSfaH1/XY+/1yOaGbYaeI0GlmL07498Oijct/160B4eGkAOnxYNodt2SI3vbZtjQNQ167s+0NEjQZrdmDGmp2ICKBXL1xBEFrbXkF+vnKX0vviC+CRR4BeveT3GFG1CgqA48eBgwdLt4sXKx5nZwf06GEcgDjyi4jMjM1YdWC2sLNvHzB4MCLRFgO9InHtmnKX0ktIAAIC5HdQcjLg5aX8NcnCXL8OHDpUGn4OHZKdwMrz8TEOPz17svmLiBTFZqyGKCdH3ig8e3JZ/v6yxeHff+WKA5Mmmee6ZEG8vIDbb5cbUDrhYdnanxMnZJr+7Te56bVsKasV9VuPHnLZDCIiM2LYMacyfXbMubj1qFEy7GzdyrBDJqDRyD48bduWzvmTlwccO2Zc+3PpUun2/felr2/TxjgAde9umJKBiEgJDDvmpELNDgCMHg28/bYMO0KwWwUpwN5eztkTFla6LzVVzvVz5Ijsr3bkiByReOGC3L79Vh6n0cjh7vrw07OnDECcK4GITIRhx5xUCjsDBgCOjkBioqzh6dbNfNemJszTExg+XG5616+XBh/97ZUrwLlzcvvqK3mcViuXvtAHn+7d5ezPbAIjonpg2DGnMmHHnLX2dnZyCPrvv8vaHYYdUo2Xl2xXHTWqdF9SUsUAFB8PnD4tty++KD02NLQ0/Og3f39WVxJRtRh2zKlMnx1nZ/NeetSo0rDz3HPmvTZRtXx9jTtAAzLsRETI7fhx2R8oNhaIjpbbTz+VHuvtbRx+brlF9gvSas39ToiogWLYMacyNTtqhB1ALp2Unc3uENTABQTIbdy40n0pKXLU17Fjpdu5c8C1a3KK8G3bSo91cpJVmPrw07070LmzrOYkoiaHYcecVAw7bdrIOd9iYuQq6GPHmvf6RDetWTNg2DC56eXmAidPloaf48dlx7TsbDkr9IEDpcdaWcnZo7t2lVuXLvI2KIjNYEQWjmHHnMqEHXPXrGg0snbno49kUxbDDlkEBwe5dlefPqX7ioqA8+dLm7/0W2pqaT8g/UgwAHB3rxiAOneG2f8iISLFMOyYU5k+O14q/B4dPVqGnS1bgBUrGtcfs0IIZGRk4Nq1a0hJSUFmZiaysrKQnZ2NrKwsw/2CggIUFxdX2HQ6HaysrGBjYwMbGxtYW1sb3bezs4OTkxOcnZ2rvHV1dYWNjY3aPwqqibU10LGj3B58UO4TAoiLk7VA//5bup07B6SlAXv3yq2sVq2MA1DXrnKSRCsrs78lIro5DDvmpGLNDiBHANvaAlFR8nd8hw7mL0NVUlNTceHCBcTExODy5cuIiYlBTEwM4uPjce3aNVy/fh0FBQVqFxPOzs7w8PCosHl6ehrue3t7w8fHx7B5eHhAy86y6tJoZHNVUBAwZkzp/vx8+Z/h33+Ng1BCgvyPEhUFbNpUeryjo6z1KVsD1KmTXCqjMf31QNTEMOyYk4p9dgBZK3/rrbIZ67ff1Ak7RUVFOHnyJA4dOoTTp08btqSkpFq93snJCV5eXnB1dTWqddHft7W1hZWVVYVNq9WiuLgYhYWFKCwsRFFRkdH9/Px8Qy1RZbd5eXkAYKhFunLlSq3fs7W1dYUA5Ovra7gfEBCAgIAABAYGwsPDAxp+aZqPnZ3syFx+PoZr14zDz8mTwKlT8v/woUNyK6tZMxl6ym/e3uZ7L0RUJYYdc1K5ZgcA7ryzNOyYYwh6RkYGdu/ejX379uHgwYM4cuQIckua88oLDAxEaGgomjdvjhYtWqB58+YICgqCj48PvL294e3tDQcHB+ULXYmioiJkZGTgxo0bSE1NxY0bNwxb2cepqam4fv06kpKSkJycjLS0NBQVFSEhIQEJCQk1XsfOzs4QfMqGoPL3nTicTlne3hU7QxcXyxXgyzaDnT4tl8NISam8Kczbu7T2p+zm6Wne90PUxHHVc5hx1fMBA4ADB3A3fsL8vXdj0CDlLlWV2FigeXM5BUlSkulXQRdC4NixY9iyZQu2bduG8PBwFBUVGR3j5uaGPn36oFu3bujYsSM6deqEDh06wMUC10cqKCjAtWvXkJycbAhAZbfExEQkJCQgLi4OKSkptT6vq6srgoKCEBISguDg4Aq3QUFBsLe3V/CdkUFOjmwK03d+Pn1a1gLFxFT9Gj+/0uBTNgxxhmiiOlFk1fOzZ89iw4YN2LdvHy5fvoycnBx4e3uje/fuGDVqFCZOnAg7zmNRNRUnFdQLCZE19idOyI7KU6bc/DmFEDhy5Ag2btyIH374AdHR0UbPt27dGsOGDUO/fv3Qr18/tGvXrsn0YbG1tUVgYCACAwNrPDYvLw+JiYmIi4tDfHw84uPjK9yPi4tDdnY2MjIycObMGZw5c6bK8/n4+CAkJKTKQOTn59dkPgdFOTrK1dx79DDen5UFnD1rHIJOn5Z/cSQmym3HDuPXBAbKjtXt28t2Zv2try/7BBHdhFrV7Bw9ehTPPfcc/v77bwwYMAB9+vRBQEAAHBwckJqailOnTmHfvn3IyMjAc889h3nz5jWq0GO2mp2OHYGzZzEUu/Bx5FC0bavcparz0kvAa68B99wDbNxY//OkpKTgiy++wCeffIKzZ88a9js4OGDUqFEYPXo0RowYgZYtW5qg1KSXmZmJuLg4XL16FbGxsbhy5QpiY2ON7lfVVFiWjY0NAgMDERISYmg2bNGihWELDg7m6DMlZGQAZ85UDEFxcVW/xt1dBh99+NEHodBQOfqMqImq7fd3rcJOaGgonn32WTz44INwd3ev8rjw8HCsWLECXbt2xQsvvFCvgqvBXGFHtGwJTXQ0+iEcP8X1Q0CAYpeq1qFDQN++gIuLXJfR1rZurz927Bjeeecd/PDDD4YRUg4ODrjjjjtw77334vbbb2efEhUJIZCamlohAJW9jYuLg06nq/Y8Wq0WgYGBFUKQPhiFhITAtq7/eKhqaWkyBJ09K5vF9LfR0UBVn5WtrZwxtGwtUIcOQNu2nCadmgSThp3CwsI6/YVX1+PVZraw4x8ATWICbsEx7Em7RbXmeZ1O1pYnJsoZ9keMqPk1Qgjs2bMHy5Ytw9atWw37u3fvjhkzZmDSpElwY3+DRqOoqAjx8fG4cuUKLl++bNj0Q/5jYmKQn59f7Tk0Gg0CAgIqhCD9/ZCQkEZVw9tg5eUBFy5UDEGRkYam8Uo1b16xOaxtWzaJkUUxadipSVpaWrU1Pg2ducKOzsMT2rQbaI+zOFXYXtXa58cfB/73P+DJJ4EPPqj+2IiICCxcuBA7SvoXaLVa3H///Zg/fz569eplhtKSuel0OiQnJxuCT/kgFBMTYxiOXx19GKqsdigkJISdqG+GTgdcvmwcgPS3169X/ToXFxl69Fu7dvK2TRtAyWZ8IgUoFnbefPNNtGjRAvfffz8A4L777sOPP/4IPz8/bNmyBd3Kz1fRCJgt7Dg4QpuXi7a2MTif31yx69TGH3/IRab9/GRXgcr6qV65cgULFy7EtyVT69va2uKxxx7DM888g9DQUDOXmBoSIQSSk5MrDUH6cJRTMtVCdfz9/SuEoNDQUNYM3azr1ysPQZcvV90kBshfCGWDkH5r2ZKLqFKDpFjYCQ0Nxddff43+/ftj+/btuO+++/Ddd9/h+++/R2xsLLaVXXm4kTBL2BECwsoKGiHQwSMRZ1N9lblOLRUUyElf09OBffuAgQNLnysuLsbq1avx4osvIisrCxqNBpMnT8Z///tftGjRQrUyU+MhhMD169crBKCYmBhER0cjJiamVmGofDNZ2TAUHBzMMFRX+flyXqDz5+UWGVl6v7qJPbVauZJwZUEoOLjyv5aIzECxsOPg4IDz588jODgYc+fORV5eHj766COcP38effv2xY0bN2668OZmlrBTUGD4y6hLcBpOxqrfv+WRR4AvvgDmzgXef1/uO3nyJKZPn47Dhw8DAAYMGIBVq1ahe/fu6hWULI4QAikpKYYgpA9AZbeawlBlfYbKBqLg4GB2oK6L9HTZN0gffsoGoqysql9nby+bwNq0AVq3llurVvI2KIhBiBSlWNgJCAjADz/8gP79+6Ndu3Z47bXXcO+99yIyMhK9e/dGRkbGTRfe3MwSdjIyDBOG3dI+D8fPqv8X6a+/AnfdJX8fxcQIfPDBajz77LPIz8+Hm5sb3nrrLTz22GOci4XMrrKaofKhqKbh9RqNBoGBgZWGIX3NEMNQLQgha30qqw2KigIKC6t+rZ2dbALTh5+yYah5c6ARDWShhkmxsDN79mxs3rwZbdq0wbFjxxATEwNnZ2ds2LABb731Fo4ePXrThTc3s4Sd5GQ5CgJA3946HDyk/miIvDw5m31WFjBw4LP4++93AAB33HEHPv74Y/j7+6tcQqLKCSFw7dq1SvsL1TYM6YfWVxeGGtOoUlUUFcl+QGXDT1SUXFYjOrr6IGRlJZvGytYE6e+3bClrjIhqoFjYKSwsxIoVK3DlyhVMnTrV0LyxfPlyuLi44LHHHru5kqvALGGnZJ2GXNjj9qG52LVLmcvU1R13pOP3390AvANb2//DO++8g9mzZ3MxSmrU9B2oqwtDNY0m02q1CAoKqjIMBQUFMQxVp6gIuHKlNPxcvFh6Pyqq+mHz+lXqqwpCHDVGJUwedhYvXoy77roLPXv2NFkhGwqzhJ3z54F27XAD7njo9hv4/XdlLlMXf/zxByZO/Bq5uV/ByuoqDh++ju7db1G7WESKKxuGKusvVJt5hqysrGoMQ9ac3bhyOh2QkFB5ELp4UTb7V6dZMzl7dMuWFW9DQtg81oSYfG2sq1evYsyYMbC1tcW4ceNw1113YdiwYWzzrq2SvyLzYA9HR5XLAuDzzz/Ho48+Cp3ODlptLoqLg1BUFKR2sYjMQqPRwNfXF76+vujbt2+F58vPM1Q+EF2+fBn5+fmGyRj37NlT4Rz6MKQfPVZ+CwwMbLphSKuVM5sGBgKDBxs/J4QcOl9VELp+Xa4yn5ICHDlS+bmDg6sOQz4+nFSxCapTM5ZOp8P+/fvx22+/4ZdffkFCQgJGjBiBu+66C3fccQc8PT2VLKtizFKzc/Ag0K8fotECSx6OxhdfKHOZ2li9ejXmzJkDAJgyZQry8j7D999bGY3KIqKq6XQ6JCUlVVojFB0djcuXLxuWUqmKlZUVgoODjYbTlw9DVlZWZnpHjUhmpuwPFB0th9GXv61psktHx6qDUGgol9loZMwyg/LZs2cNwSciIgJ9+vTBnXfeiUmTJtVqleeGwixhZ88eYOhQnEV7rPjPWXz4oTKXqcmbb76J559/HgAwd+5cvPfee/jjDy3uuEP+wRMXx3UFiW6WTqdDYmJilf2FahOGrK2tDWGo7HpkISEhaN68OYKCgjgDdXn6kWOVhaDoaNmHqKavPG/v0uDTvLnsRF32tiFUzZOBWZeLAIDk5GT89ttv+PXXXzFo0CA888wzpjitWZgl7GzdCowejWO4BV/MO4bly5W5THU++OADzJo1C4Dsg/Xyyy9Do9GgsBAICJC1w3/+CYwaZf6yETUlOp0OCQkJ1YahwupGMpXw9fU1BCB9CCr72MvLi4MNyiookKPHqqoVqs08cd7elYcg/S07T5uV2cNOY2aWsPPLL8D48QhHP/y2KBxvvKHMZaryzTff4KGHHoIQAi+99BJeffVVo+dnzwbWrAEeegj48kvzlo2IjJUPQ9HR0YZV7GNjY2u9HIe9vX2lIUi/cRbqctLSSpvIoqNlMIqJKb2tzTxy7u5VB6EWLQAPD/YZMiHFwk5eXh5WrVqFXbt2ITk5Gbpy66xwnp0qfPcd8MAD2IWh2P/fXXjxRWUuU5mtW7fijjvuQFFREWbPno2VK1dW+GsvPBzo3182VyclsdmaqCETQiA1NdUoAJUNQrGxsUhISKjVufz8/CqEoLLhqFmzZqwd0ktLMw4/ZW8vX5adpmvi7FwafsoGoebN5UgyX1/OOl0HJh+NpTd9+nRs27YN99xzD/r06cP/BLVVZjSWg4P5Lnvu3Dncd999KCoqwuTJk7FixYpKP7N+/WQz9aVLshLqwQfNV0YiqhuNRoNmzZqhWbNmVS7lkp+fj7i4OKMAVD4U5ebmIjExEYmJiTh06FCl53FwcKg0BAUHByMoKAhBQUFwbCr9WNzdgVtukVtlsrIqD0L626QkecypU3KrjI2NnGMoOFiGn/K3ISGG2fip9uocdjZv3owtW7ZgwIABSpTHcqkw9PzGjRu48847kZGRgYEDB+Kzzz6rcukHjUY2Yb36qmzGYtghatzs7OzQsmVLtGzZstLn9euTVVc7lJiYiNzcXERGRiIyMrLKa3l6ehrCT1W3Dub8K08tzs5Ap05yq0xurpxgtqowlJAgZ53WN6NVxcWl8iCkvw0K4ir15dQ57AQGBsLFxUWJslg2M9fs6HQ6TJ48GRcuXEBISAh+/PHHGudEmjxZhp1t2+SorEY0oI6I6kij0cDLywteXl7o0aNHpcfk5+fj6tWrFWqHLl++jKtXr+LKlSvIzs5GamoqUlNTceLEiSqv16xZM0P4qSwQBQYGWn4gcnAA2rWTW2WKioD4eBmIrlyp/DY1VQ6/P31ablXx9a06DAUHA35+Taq5rM5h591338XChQvx4Ycfonnz5kqUyTKVCTtOZqjZWb58Of744w/Y29vjl19+gY+PT42vadsWGDQI2LcPWL8e+L//U76cRNRw2dnZoVWrVmjVqlWlzwshkJ6ejitXrhjCT/nbK1euICcnBykpKUhJSak2EHl5eVVbO2Txw+2trUubqqqSnS2DT1Vh6MoVWYOUlCS3yiZeBGRzWWCgDD5BQXILDCy9HxQkA5GFzPVU57DTq1cv5OXloWXLlnB0dKywNkxqaqrJCmdRyoQdL4X/eDl8+LBhLp33338ft1TVvlyJxx6TYefTT4FFi5pU8CeiOtJoNHB3d4e7uzu6dOlS6TFCCKSlpVUZhvS3OTk5uH79Oq5fv47jx49XeU0vL68KISgwMNBos+jWBycnoH17uVVGCNlRurowFBcnm8tiYuRWFSsrGXjKBqDygSggoFE0mdU57EyaNAlxcXF444034Ovryw7KtWWmPjvZ2dmYNGkSioqKMHHiRMyYMaNOr7/nHuCpp2Rz8c6dwPDhChWUiJoEjUYDDw8PeHh41BiIaqohys3NNQSiY8eOVXlNFxcXQ/AJCAioEIYCAwPh6+trmct1aDSAl5fcqui8jqIi2T8oNha4elWGn6tXjbf4eKC4WD4XFydXAaiKt7dxACofigIDZX8mFdX5kz5w4ADCw8PRrVs3JcpjuczUZ+fFF19EVFQUgoOD8cknn9Q5jDo6yr47H3wA/O9/DDtEpLyygahr166VHiOEwI0bNyoNQ3FxcYYtIyMDmZmZOHfuHM6dO1flNbVaLfz8/KoMQ2VriSzuj3pra9l8FRxc9THFxUBysnEAKh+K4uLkd9u1a3KrJoDCzU2uJKBSdqhz2Gnfvj1yc3OVKItlKwk7uXBQrGbnn3/+wYoVKwAAH3/8MTw8POp1nscek2Fn0yY5q7KXlylLSURUdxqNBp6envD09KwyEAFAVlaWUfiJj483ehwXF4eEhAQUFxcjPj4e8fHxOFJVvxYATk5O1YahgIAA+Pv7W14tkZUV4O8vt969Kz9GCNlhuqowpN+XkQGkp8vV6lVS509n2bJlWLBgAV5//XV06dKlQp+dukzKt3fvXrz99tuIiIhAQkICNm3ahPHjxxuenzp1Kj7//HOj14waNQp//vmn4XFqairmzJmD3377DVqtFhMnTsSKFSvgrHKVWQUK1+zk5+dj+vTpEEJgypQpGD16dL3P1b070LMnEBEhh6E//bQJC0pEpCBnZ2e0a9cO7aoa8QSguLgYycnJNYai9PR0ZGdn4/z58zh//nyV59NoNPD19TUKP/rbsvd9fHwsKxRpNDLANGtWfY1NRoYMPf7+5itbOXX+qeu/RG+77Taj/UIIaDQaFBcX1/pc2dnZ6NatGx599FFMmDChyuutW7fO8Lj81OaTJ09GQkICtm/fjsLCQkybNg0zZszAN998U+tymIXCfXaWL1+OM2fOwMfHB++9995Nn+/xx2XY+eADYO5cdlQmIsthZWVlCCK9evWq8rjs7Oxa1RIVFRUZJmeMiIio8nxarRbe3t6VBqGy9/38/CpUJDRqrq6qrxlW57Cza9cuk118zJgxGDNmTLXH2NnZwc/Pr9Lnzp49iz///BOHDx82/INdtWoVbr/9drzzzjsICAio9HX5+fnIz883PM6ozXonN0nk5kEDIB92Jq/ZSUhIwOuvvw4AePvtt9HMBFWFDz0ELFwIXLwoFwe9/fabPiURUaPi5OSEtm3bom3btlUeo9PpjGqJEhISDFt8fLzhfmJiInQ6HZKSkpCUlFRtB2sA8Pb2rjYQ6TeubVY7dQ47/fv3rzJxXr9+/aYLVN7u3bvh4+MDDw8PDBs2DK+99prhyzw8PBzu7u5GyXz48OHQarU4ePAg7r777krPuXTpUrzyyismL2t1inPzYQ0Zdkxds/N///d/yMrKQp8+ffDQQw+Z5JxOTrLvzrvvAitXMuwQEVVG39HZz88PPXv2rPK44uJiXLt2rdIgVD4UFRYW4tq1a7h27Rr+/fffaq/v6elZYyjy9fVteF07zKzOYeeBBx7ADz/8UKF3elJSEm677Tacqmq9j3oYPXo0JkyYgNDQUERFReGFF17AmDFjEB4eDisrKyQmJlaYLM/a2hqenp5ITEys8ryLFi3C/PnzDY8zMjIQXF2vdBPQ5cqapHzYwZRzYkVERGD9+vUAgBUrVlS5HER9zJwJvPcesHUrcO5c1dM6EBFR9aysrAyhqKr1zABZU5SSklJpECr/OD8/3zB79enqZlOGrKXSX9/Pzw++vr5Gj/X7fH19LbK2qM5hJzY2Fo899hg+/fRTw76EhAQMGzYMnapaD6SeHnjgAcP9Ll26oGvXrmjVqhV2795doc9QXdjZ2Zn9w9TlFQAAhLWtSfu/PP/88xBC4KGHHkK/fv1Md2LIhUHHjQN+/RVYvVpuRESkHH2/Hm9v72pHnemH4lcVhPSPExMTkZ2djezsbERFRSEqKqrGMnh4eNQYivz8/ODt7Q2rRjLDcp3DzpYtWzB48GDMnz8f7733HuLj43HrrbeiW7du2LBhgxJlNGjZsiW8vLxw8eJF3HbbbfDz80NycrLRMUVFRUhNTa2yn49aRF5JHyEThqx9+/bhr7/+grW1Nf773/+a7LxlPfWUDDvr1wOvv87FdomIGoKyQ/FrqmjIyspCUlKSoRO1fqtsX2FhIW7cuIEbN27g7Nmz1Z5XH8xqCkV+fn7w8PBQdb6iOocdb29vbNu2DQMHDgQgV0Hv0aMHvv76a5M2oVTm6tWrSElJgX/J8LWwsDCkpaUhIiLC0Fa6c+dO6HQ69O3bV9Gy1JXIlzU7GrvqF+OsiyVLlgAApk+fjhYtWpjsvGUNGyYX8D19Gvj4Y+DZZxW5DBERKcTZ2RnOzs5VrnGmp5/JunwAqiwYJScnG3W4romNjQ0OHz6s2oTE9RrwHxwcjO3bt2PQoEEYMWIEvvzyy3oltqysLFy8eNHwODo6GsePHzek1VdeeQUTJ06En58foqKi8Nxzz6F169YYNWoUAKBDhw4YPXo0Hn/8cXz44YcoLCzE7Nmz8cADD1Q5Eks1JaO/NPamqdnZtWsXdu3aBVtbW7zwwgsmOWdlNBpgwQLg0Udl/505c2DSPkdERNQwlJ3JukOHDtUeW1RUhOvXr1daO1Q+HN24cQOFhYUmGSlcb6IW3N3dhYeHR4XNzs5OuLq6Gu2ri127dgkAFbZHHnlE5OTkiJEjRwpvb29hY2MjmjdvLh5//HGRmJhodI6UlBQxadIk4ezsLFxdXcW0adNEZmZmncqRnp4uAIj09PQ6va4ucvxChQDEgy3DTXK+IUOGCABi5syZJjlfdfLzhQgKEgIQ4qOPFL8cERFZkLy8PHH58mVRVFRk8nPX9vtbI4QQNQWi8rMYV+eRRx6pV+hSU0ZGBtzc3JCenl6nGaDrItcrCA4pcXioQwS+OtPjps515MgR9O7dG9bW1rh06ZLiI8kA4P335UzKrVrJkVmWNAkoERE1TrX9/q7VV1ZjDDANjbbQdM1Yy5cvByBHq5kj6AByRuXXXgOiooAffwTuv98slyUiIrpptepRnJ2dXaeT1vX4pkBTKDsoa+1vroPy1atX8f333wMAnjbjolVOTnJkFgAsXSrXfyMiImoMahV2WrdujWXLliEhIaHKY4QQ2L59O8aMGYOVK1earICWQl+zo3W4uZqd1atXo6ioCEOHDkWPHjfXHFZXs2cDzs7AiRPAL7+Y9dJERET1VqtmrN27d+OFF17Ayy+/jG7duqFXr14ICAiAvb09bty4gTNnziA8PBzW1tZYtGgR/vOf/yhd7sZFCFgX3XzYyc7OxkcffQQARjNAm4unp1wU9PXXgZdeAu68kwuEEhFRw1erDsp6sbGx2LhxI/bt24fLly8jNzcXXl5e6N69O0aNGoUxY8Y0mtkUy1K8g3JhIWArm68evycVn2z0qNdp1q9fj2nTpqFly5a4cOGC4vMaVebGDSA0FEhPB779FigzyTUREZFZmbSDsl5ISAgWLFiABQsW3HQBm5QyK6xbO9a/ZueTTz4BADz22GOqBB0A8PAAnnlG1uwsWQLccw9HZhERUcPGRghzKCgw3LV2rF8H5TNnzuDAgQOwsrLC1KlTTVSw+pk7F2jWDDh/HvjyS1WLQkREVCOGHXMoqdkphha2jvWrBvnf//4HALjjjjsMy2WoxcUFeP55eX/JEiA3V9XiEBERVYthxxxKanbyYVevdUALCwvxZUkVymOPPWbKktXbrFlAcDBw5QpQMu0PERFRg8SwYw4lNTsFsK3XulJ//fUXrl+/Dh8fH4wePdrEhasfBwdg2TJ5f+lSIDFR3fIQERFVhWHHHErCTj7s6hV2vvnmGwDAfffdB+sG1Bv4gQeAPn2ArCxg8WK1S0NERFS5OoedFi1a4NVXX0VsbKwS5bFMJc1Y9anZycnJwaZNmwAADz74oKlLdlO0WrkSOgB8+inw77/qloeIiKgydQ478+bNw08//YSWLVtixIgR2LBhA/LLDK2mSpSp2alrn53ffvsN2dnZaNGiBfr166dA4W7OgAHAffcBOp3sx6PTqV0iIiIiY/UKO8ePH8ehQ4fQoUMHzJkzB/7+/pg9ezaOHj2qRBkbv5uo2dmwYQMAYNKkSdBoNKYumUm8845cO+vvv4H169UuDRERkbF699np0aMHVq5cifj4eCxZsgT/+9//0Lt3b9xyyy347LPPUIeJmS1fPfvs5OTkYOvWrQCAe++9V4mSmURwMPDKK/L+s88C16+rWx4iIqKy6h12CgsL8f333+POO+/EggUL0KtXL/zvf//DxIkT8cILL2Dy5MmmLGfjVs9mrO3btyM3NxchISG45ZZblCmbiTz1FNC1K5CaCjz3nNqlISIiKlXnoT1Hjx7FunXr8O2330Kr1WLKlClYvnw52rdvbzjm7rvvRu/evU1a0Eatns1Yv5QsLT5+/PgG24SlZ2MDfPgh0L8/sG4dMHUqMHiw2qUiIiKqR81O7969ceHCBaxduxZxcXF45513jIIOAISGhuIBrhBZqh7NWMXFxfjtt98AyLDTGISFATNmyPvTpwPZ2eqWh4iICKhHzc6lS5fQvHnzao9xcnLCunXr6l0oi1OmZsellmHnwIEDuH79Ojw8PDBo0CAFC2dab74J/P47cPEisGgRsHKl2iUiIqKmrs41O7feeitSUlIq7E9LS0PLli1NUiiLU48+O/panbFjxzaoiQRr4u4u59wBgFWrgF27VC0OERFR3cNOTEwMiouLK+zPz89HXFycSQplccqsjVXbZqxt27YBAG6//XalSqWYUaOA//xH3p82DcjIULc8RETUtNW6yuDXX3813N+6dSvc3NwMj4uLi7Fjxw60aNHCpIWzGHVcGysxMREnTpwAAAwfPlzJkinm7beBrVuBmBjg6adLa3uIiIjMrdZhR99JVqPR4JFHHjF6zsbGBi1atMC7775r0sJZCpGXDw1qX7Pz119/AZBzGXl7eytbOIW4uMgJBm+9FfjsM2D4cGDSJLVLRURETVGtm7F0Oh10Oh1CQkKQnJxseKzT6ZCfn4/IyEjccccdSpa10dLllXZQrk2fHX0T1siRI5UsluKGDAFefFHenzEDuHBB3fIQEVHTVOc+O9HR0fDy8lKiLBarKKf2Q8+FEBYTdgC5GvrgwXJl9PvvN7ToERERmU2tmrFWrlyJGTNmwN7eHitrGEv81FNPmaRglkSXW/uanZMnTyIpKQmOjo7o37+/GUqnLGtr4JtvgG7dgGPHgAULgNWr1S4VERE1JbUKO8uXL8fkyZNhb2+P5cuXV3mcRqNh2KlEcUnNTpHGFlZW1R+7q2Ss9qBBg2BX1yXSG6jAQOCLL4CxY4E1a4A+fYApU9QuFRERNRW1CjvR0dGV3qfaKc4vBADorG1rPHbfvn0AgCFDhihaJnO7/XbgpZeA//5X9t9p316GHiIiIqXVeyFQqj1R0kG5prAjhDCEncY0a3JtvfwycOedst/OhAlAYqLaJSIioqagzmFn4sSJePPNNyvsf+utt3DvvfeapFCWRhTImh1hY1PtcRcuXEBycjLs7OwsciFVrRb48kugQwcgLk4Gnrw8tUtFRESWrs5hZ+/evZXO6jtmzBjs3bvXJIWyNDp92LGuPuzoa3X69OljMf11ynN1BX7+GXBzA8LDgUceAXQ6tUtFRESWrM5hJysrC7a2FZtjbGxskMF1ASqXL5uxRA3NWPqwM3jwYMWLpKa2bYGffgJsbIDvvweee07tEhERkSWrc9jp0qULvvvuuwr7N2zYgI4dO5qkUJZGFNauZkdfM2aJ/XXKGzYMWLdO3n/3Xa6OTkREyqnzctovvfQSJkyYgKioKAwbNgwAsGPHDnz77bfYuHGjyQtoEUqasTS2VYedhIQEREdHQ6vVIiwszFwlU9XkycCVK8CiRcC8eUBAAHDPPWqXioiILE2dw864cePw888/44033sAPP/wABwcHdO3aFX/99ZfFDZc2mZKaHVTTQfnQoUMAgE6dOsHV1dUcpWoQFi4EYmOBtWuBBx8EnJyAMWPULhUREVmSOocdABg7dizGjh1r6rJYrsKSPjs2VffZOXz4MABY5Cis6mg0wKpVQEqK7L8zYQLw+++ymYuIiMgU6hV2ACAiIgJnz54FIGsjunfvbrJCWRqNvmanmmasI0eOAGh6YQcArKyAr76Sw9B//VXOxbN1KzBggNolIyIiS1DnsJOcnIwHHngAu3fvhru7OwAgLS0Nt956KzZs2ABvb29Tl7HxK5JhR1tF2BFCGGp2evXqZbZiNST6kVl33gls2yZnXP7zT6CJdF8iIiIF1Xk01pw5c5CZmYnTp08jNTUVqampOHXqFDIyMrguVhU0RdV3UI6OjkZqaipsbW3RtWtXcxatQbGzAzZtAoYOBTIygBEjgN271S4VERE1dnUOO3/++Sc++OADdOjQwbCvY8eOWLNmDf744w+TFs5SaEv67KCS+YmA0v463bp1q3QOo6bE0RHYvBkYPhzIzpadlf/8U+1SERFRY1bnsKPT6WBTyagiGxsb6DgVbqU0xSXNWHaV1+w09Sas8pycgN9+A+64Q/bjufNOWeNDRERUH3UOO8OGDcPcuXMRHx9v2BcXF4enn34at912m0kLZym0RdWHnabcObkq9vZyluV775Uj9++5B/jwQ7VLRUREjVGdw87q1auRkZGBFi1aoFWrVmjVqhVCQ0ORkZGBVatWKVHGRs9Qs2NfsYlKCIGjR48CYM1OeTY2wDffANOny/WznnwSeOEFQAi1S0ZERI1JnUdjBQcH4+jRo/jrr79w7tw5AECHDh0wfPhwkxfOUlgVyz47ldXsXL58GZmZmbCxsUH79u3NXbQGz9oa+OQTICQEWLIEWLpUzrr86adVdoEiIiIyUq95djQaDUaMGIERI0aYujwWSVtNn52TJ08CANq3b19pXyiSEw8uXgwEBwOPPy7n5ImLAzZuBJo1U7t0RETU0NUq7KyswyqNHH5ekZVOhh1rh6rDTpcuXcxapsZo2rTS9bN27QL69AF++QXo3FntkhERUUNWq7CzfPnyWp1Mo9Ew7JQnBKx1VffZOXXqFACGndoaNQo4cAC46y7g0iWgXz/gyy+Bu+9Wu2RERNRQ1SrsREdHK10Oy1VUZLhrZc+aHVPo0gU4fBi47z5g5065ntaSJbKpS1vnLvdERGTp6v3VUFBQgMjISBSV+TKnSujXxULFZqyCggJDJ2+Gnbpp1kyunzV3rnz8yivA6NFAcrK65SIiooanzmEnJycH06dPh6OjIzp16oTY2FgAchmJZcuWmbyAjV41YUcfFl1dXREcHGzukjV61tbA++8Dn38uZ17evh245RZgzx61S0ZERA1JncPOokWLcOLECezevRv29vaG/cOHD8d3331n0sJZhIICw93yYUffhNW5c2doNBqzFsuSTJkim7U6dgQSEoBhw4DXX5dz8xAREdU57Pz8889YvXo1Bg4caPQF3alTJ0RFRdXpXHv37sW4ceMQEBAAjUaDn3/+2eh5IQQWL14Mf39/ODg4YPjw4bhw4YLRMampqZg8eTJcXV3h7u6O6dOnIysrq65vSzklNTtFsIKtvfGPm/11TKdjR+DQIWDqVBlyXnxRhp7Ll9UuGRERqa3OYefatWvw8fGpsD87O7vOtRPZ2dno1q0b1qxZU+nzb731FlauXIkPP/wQBw8ehJOTE0aNGoW8vDzDMZMnT8bp06exfft2bN68GXv37sWMGTPq9qaUVBJ2CmFTYRI8jsQyLScnYN06uTk5yeasLl2A9es56zIRUZMm6mjQoEFi5cqVQgghnJ2dxaVLl4QQQsyePVuMGjWqrqczACA2bdpkeKzT6YSfn594++23DfvS0tKEnZ2d+Pbbb4UQQpw5c0YAEIcPHzYc88cffwiNRiPi4uJqfe309HQBQKSnp9e7/FW6cEEIQKTBVZR5e0IIIdq0aSMAiB07dpj+uk3cxYtC9O8vhIw5QowfL0RSktqlIiIiU6rt93eda3beeOMNvPDCC3jyySdRVFSEFStWYOTIkVi3bh1ef/11k4Ww6OhoJCYmGi1D4ebmhr59+yI8PBwAEB4eDnd3d6M1pYYPHw6tVouDBw9Wee78/HxkZGQYbYop6bNTvmansLAQly5dAgC0bdtWues3Ua1aAXv3yuUlbGyAn3+Wkw/+8ANreYiImppahx19k8vAgQNx/PhxFBUVoUuXLti2bRt8fHwQHh6Onj17mqxgiYmJAABfX1+j/b6+vobnEhMTKzSpWVtbw9PT03BMZZYuXQo3NzfDpuhIqCqasaKjo1FcXAxHR0cEBgYqd/0mzMoKeP552Zenc2fg2jW5ivr48XJ9LSIiahpqHXa6du2Kvn374pNPPoGPjw8++eQTHDp0CGfOnMFXX33VqPqdLFq0COnp6YbtipLffFWEnfPnzwOQtTociaWsW26Ro7VeeknW8vz6q+zQvHo1UFysdumIiEhptQ47e/bsQadOnbBgwQL4+/tj6tSp2Ldvn2IF8/PzAwAkJSUZ7U9KSjI85+fnh+Rys8gVFRUhNTXVcExl7Ozs4OrqarQppqQZqwC2sLMr3R0ZGQmATVjmYm8PvPoqcOwYEBYGZGUBc+YAAwcCx4+rXToiIlJSrcPOoEGD8NlnnyEhIQGrVq1CdHQ0hgwZgrZt2+LNN9+sttmoPkJDQ+Hn54cdO3YY9mVkZODgwYMICwsDAISFhSEtLQ0RERGGY3bu3AmdToe+ffuatDz1VouaHTKfTp2Av/+WtTouLsA//wA9ewJPPglcv6526YiISAl17qDs5OSEadOmYc+ePTh//jzuvfderFmzBiEhIbjzzjvrdK6srCwcP34cx0v+tI6Ojsbx48cRGxsLjUaDefPm4bXXXsOvv/6KkydPYsqUKQgICMD48eMBAB06dMDo0aPx+OOP49ChQ9i/fz9mz56NBx54AAEBAXV9a8qoIey0a9dOjVI1aVotMGsWcOYMcP/9cl6eDz8E2rYF1qwxWs6MiIgswc0O+8rKyhIfffSR8PT0FFqttk6v3bVrlwBQYXvkkUeEEHL4+UsvvSR8fX2FnZ2duO2220RkZKTROVJSUsSkSZOEs7OzcHV1FdOmTROZmZl1KoeiQ8+3bBECEEfQQ5w/X7o7ICBAABAHDx40/TWpTnbvFqJLl9Jh6l26CLFzp9qlIiKimtT2+1sjRP0G4u7duxefffYZfvzxR2i1Wtx3332YPn06+vXrZ6ocZjYZGRlwc3NDenq66fvv/PILMH48wtEPgZfDERIia7RcXFwAyBmgPTw8THtNqrOiIuDjj+XMyzduyH1jxgDLlgFdu6pbNiIiqlxtv7/r1IwVHx+PN954A23btsXQoUNx8eJFrFy5EvHx8fjkk08aZdBRmiio2IwVHR0NAPD09GTQaSCsrYGZM4ELF2QTl7U18McfciTXlClATIzaJSQiovqqddgZM2YMmjdvjlWrVuHuu+/G2bNn8ffff2PatGlwcnJSsoyNWnFe1WEnNDRUrWJRFZo1k52Xz54F7rtPNmx9+SXQrh0wfz47MRMRNUa1Djs2Njb44YcfcPXqVbz55pvsWFtL+rBTAFvYlCx6rg87LVq0UKlUVJPWrYHvvpMTEt56q5xBYPlyoEULOVHhtWtql5CIiGqr1mHn119/xV133QUrKysly2NxinMrLhfBmp3Go3dvYMcO4M8/ge7dgexs4M03gdBQYOFChh4iosagzkPPqW7KNmPpa3ZiSjqAMOw0DhoNMGoUEBEh+5v36CFDz1tvyZqe554Dys19SUREDQjDjsJ0+TLsFMEG2pKfNmt2GieNBrjzTuDIEeC33+RkhDk5wNtvA82bAzNmACUTYxMRUQPCsKMwXZ5sxirSyjYsIQT77DRyGg1wxx1yva3Nm4F+/YD8fOCTT4AOHYAJE4DwcLVLSUREegw7CtPX7BRrZRtWamoqMjMzATDsNHYaDTB2LHDgALBvHzBunBy9tWkT0L8/MGiQbPbiYqNEROpi2FFY+bCj76/j5+cHBwcHtYpFJqTRyAVFf/0VOH0aePRRubr6338D48cDrVrJ/j0pKWqXlIioaWLYUZiuUC60pNNaA2B/HUvXsSPw6adyEsKFCwFPT+DyZXk/KAiYPl2uvE5ERObDsKMwUSDDjrCSYefy5csAgObNm6tWJlJeQIBcauLqVeCzz+Sw9bw8eb9HD1kT9PXXQG6u2iUlIrJ8DDsK05WEHV1J2Ll69SoAICgoSLUykfk4OADTpslh6/v3A5MmyaUo9u8HHnpIhqI5c4ATJ9QuKRGR5WLYUZgoacYSJc1YcXFxABh2mhqNRnZa/uYbIDYWeOUVOVw9LU0uT3HLLXICww8/BNLT1S4tEZFlYdhRmK5IDsXRN2Ppw05gYKBqZSJ1+fsDixcDly4B27YB994rOzQfOQI8+aR8fsoUYPt2juQiIjIFhh2FGWp2GHaoHK0WGDEC+P57IC4OePddOU9Pbq5cfHTkSCA4GFiwADh+XA5rJyKiumPYUZg+7MDaGjqdjmGHKuXtLVdVP31a9ud58kk5kishAXjvPdnBuUsX2ek5Nlbt0hIRNS4MO0orU7Nz7do1FBUVQaPRwN/fX+WCUUOk79vzwQcy6Pz8M3DPPYCdnQxCixbJvj4DBwIrVsjRXkREVD2GHYWVrdnR1+r4+vrCRr8qKFEVbG2Bu+4CNm4EEhOB//0PGDpUPrd/PzBvnmzm6t8fWL4cuHJFzdISETVcDDtKKyqp2SkTdtiERXXl7i4nJNy1S4aa998HBgyQz4WHyyawkBAgLEz2/SmZu5KIiMCwo7ySsAMra8McOww7dDOCgoC5c+VyFFevAitXynW4NBrgn3+AZ54BWrYEunYFXnwROHQI0OnULjURkXoYdhQm9GHHxppz7JDJBQbKSQn37pXBZ9UqYMgQOdLr5Eng9deBvn3lcTNmyFXaOWszETU1DDtKK1Ozw2YsUlJAADB7NrB7N5CcLIev33sv4OIi+/x88olcmb1ZM7lA6SefcGQXETUN1moXwNJpKqnZYdghpTVrJpejeOghID8f2LNHrsr+66+yz88vv8gNkHP7jB4NjBoFDB4sl7ggIrIkrNlRWknY0VhbIzExEQA47JzMys5OTlC4erVcgf3YMblcRf/+srnr7Fk5mmv0aDm3z5gxsgP0uXOcyJCILAPDjtKKS8KOjTWSk5MByKHnRGrQaOQ6XIsXy+Hr16/LGZynT5f9evLygD//BJ5+Wtb4tGghFzL98kvO6UNEjRebsRSmKdbPs2OFa9euAQC8vb1VLBFRKQ8P2a/n3ntlLc6ZMzLsbN0qm75iY4H16+UGAG3aAMOGyW3oUMDHR8XCExHVEsOOwvR9doqgg65k/K+Xl5eaRSKqlEYDdOoktwULgOxsWfuzc6fcIiKACxfk9tFH8jWdO5eGn4EDZV8hIqKGhmFHYfqanYKSoOPh4QFbW1s1i0RUK05Osq/PyJHycXq6HOKuDz///gucOiW3lSvlMR07yjl/Bg6UW/PmMkQREamJYUdhGp0MO/kloYdNWNRYubnJoevjxsnH167Jpq6dO+XMzufOyWawM2dKa34CA2Xo0Qegzp0BKyv13gMRNU0MOwrT1+zkFxcAAHzYyYEshLe3XKT0nnvk42vXgAMH5MzO+/bJZq+4OOC77+QGAK6uchRYv35yssM+feQIMCIiJTHsKExbEnbyigoBMOyQ5fL2lguX3nWXfJyTI5eq+PtvuR04AGRkyA7Qf/5Z+ro2bWTw0Qegrl3lIqhERKbCsKMwfTNWTkE+ADZjUdPh6ChHbOlXai8qkktY7N8PHDwoN32H5wsXgK++ksfZ2QE9esjgo99atGDfHyKqP4YdhWkNYScPAGt2qOmytga6d5fb7NlyX2qqrP05eFAuYnrokNwXHi43PQ8PGYB69pS3PXoArVrJSRGJiGrCsKOw0rAjV19k2CEq5ekpZ24ePVo+FgK4eLG05ufgQeDECeDGDWDHDrnpubrK4KQPQD17yiYxdoAmovIYdhSmDztZeTkA2IxFVB2NRgaWNm3kul4AUFAAnD4tOzwfPSpvT5yQ/X/27JGbnpOTDEC33CL7/nTtKkeAOTmp8naIqIFg2FGYPuxk5mQDYM0OUV3Z2pY2f+kVFso1vfTh5+hR4PhxORGivkO0nkYDtG5dGn70W4sWbAYjaioYdhRmCDu5WQAYdohMwcamNLRMnSr3FRcDkZEy/Pz7r9xOnACSkko7Qf/4Y+k5XFyALl1Kz9Oli5w92sNDlbdERApi2FGYlZBhJyM3EwCbsYiUYmUlZ3Du2NF4f1KSHAVWNgCdOQNkZsrh8AcOGB/v5ydDj/5c+o2rvBA1Xgw7CtPX7BShGBqNBs24eBCRWfn6ym348NJ9hYXA+fOlAUi/Xb0KJCbKrWxnaEAuelo2/OgDkbc3h8UTNXQaIYRQuxBqy8jIgJubG9LT0+Hq6mrScxdo7WEr8hGMscht9g+uX79u0vMTkelkZMi+QPplL/RbTEzVr2nWDGjfHmjbFmjXrvS2VSs5ZxARKae239+s2VGYVpTW7HiwMwBRg+bqWjqRYVlZWcZrf+m3S5eAlBQ5UeL+/cav0WplJ+jyIahtW7lmGDtHE5kPw46ShIA1igEARShi2CFqpJydgV695FZWTo7sFB0ZKZvFyt5mZsowdOmS8fIYgJxduk0b41qgVq3kqDE/PzaLEZkaw46SiosNd1mzQ2R5HB0rDosH5OSISUmVh6BLl2RIOnFCbpWds2XL0gBUdmveXI5EI6K6YdhRUlFR6V0Uwd2dI7GImgKNRtbQ+PkBQ4YYP1dYKPsAlQ1AUVFyi42VQejUKbmVZ2UFhIRUHoRCQ2UzHBFVxLCjpHJhhzU7RGRjUzpLdHkFBcDly6Xhp+x26RKQmwtER8vtr78qvt7DQ/YTatFC1gLp7+s3Nzcl3xlRw8WwoySGHSKqA1vbqoOQEEBCQuVBKCpKdpS+cUNux45Vfn5396qDUIsW8nkiS8Swo6QyYaeYYYeIboJGAwQEyG3QoIrPZ2bKWqHLl2UzWdnt8mXg2jUgLU0uq3H8eOXXcHWVQSg4uPItKAiwt1foDRIpiGFHSSVhpxhaCIYdIlKQi4tc9LRz58qfz86uGITKPk5OlvMMnTwpt6p4e8vQU1UgCgxkJ2pqeBh2lFSkn2PHGmDYISIVOTlVvpyGXk5Oac3QlStyNukrV4y3nBxZQ3TtWtVNZRqNnLG6bG1QYGBprZT+vouLcu+VqDyGHSUZhZ1Chh0iarAcHYEOHeRWGSFkf6DyAajsdvWq7GStX3Lj8OGqr+fsXDEAlX/s789mMzINhh0lsWaHiCyERgN4esqtW7fKj9HpZK1P2Zqhq1eB+HjjLSNDzkp9/rzcquPpWXkg8vcvHd7v6yvDGlFVGHaUZBR2OKkgEVk2rbZ04dXys02XlZkpR5aVDUBxcRUf5+cDqalyq2zeobJcXIzDT2X3/fzkgq62tqZ939TwNeiw8/LLL+OVV14x2teuXTucO3cOAJCXl4cFCxZgw4YNyM/Px6hRo/DBBx/A19dXjeJWVK5mx53jOomI4OIit7Ztqz5G32xWvlYoLk5uSUmlzWV5eTJAZWYCFy7UfH1Pz6rDkP6xtzfg5cVgZCkadNgBgE6dOuGvMrNnWVuXFvnpp5/G77//jo0bN8LNzQ2zZ8/GhAkTsL/8inxqKRd2TL2iOhGRpSrbbFbVCDNAhqLMzNLgUzYElX+clCR/Letri86cqbkc7u4y+Pj41Hzr5QVYN/hv1aapwX8s1tbW8PPzq7A/PT0dn376Kb755hsMGzYMALBu3Tp06NAB//zzD/r162fuolagKyiCFjLs2NtrYGVlpXaRiIgsikYj5wdyda2+pgiQfYpu3KhdMLp+XR6flia32tQYATKclQ1B1QWkZs0Yjsylwf+YL1y4gICAANjb2yMsLAxLly5FSEgIIiIiUFhYiOHDhxuObd++PUJCQhAeHl5t2MnPz0d+fr7hcUZGhiJlL84vDTvOzqwLJSJSk1YrA0azZkCnTtUfqw9Gycmy07X+tuz9srcpKfI1+lqjyMjalcndXZbHy8v4trr7dnY3/aNochp02Onbty/Wr1+Pdu3aISEhAa+88goGDRqEU6dOITExEba2thX6wfj6+iIxMbHa8y5durRCXyAl6ApKm7Gcnfmvk4iosSgbjKoajl9WcbEMOVWFofK3qamyCU5fcxQVVfuyOTtXHYaqCkiOjrIWrKlq0GFnzJgxhvtdu3ZF37590bx5c3z//fdwcHCo93kXLVqE+fPnGx5nZGQgODj4pspambJhx8Wl/uUlIqKGzcqqtNmqqokby9L3HUpJkdv169Xfv35dHq/TyWH7WVlyAsjasrcv7QPl4VF6W/Z+Zc+5u1tGU1ujegvu7u5o27YtLl68iBEjRqCgoABpaWlGtTtJSUmV9vEpy87ODnZmqAcszi9bs8OwQ0REkrW17Lvj41P71+h0QHp6zcGofEgqLJQj1vQj2urK1bVuIUl/6+LScGqTGlXYycrKQlRUFB5++GH07NkTNjY22LFjByZOnAgAiIyMRGxsLMLCwlQuqVS2ZsfV1Unl0hARUWOm1ZYGjTZtavcaIWQt0PXrsg9Samrlt5Xty8yU58jIkFtMTN3Ka2VlXEP09de1L7epNeiw88wzz2DcuHFo3rw54uPjsWTJElhZWWHSpElwc3PD9OnTMX/+fHh6esLV1RVz5sxBWFhYgxiJBZSv2eH0nkREZF4aTem8RqGhdXttYaHsT1TXkJSaKieELC6WIev6dXk+NQckN+iwc/XqVUyaNAkpKSnw9vbGwIED8c8//8Db2xsAsHz5cmi1WkycONFoUsGGQhTqw44VXFycVS4NERFR7dnYlPZDqqvcXOMAlJYml/lQS4MOOxs2bKj2eXt7e6xZswZr1qwxU4nqRt+MVQwtXLjELxERNREODnJTM+CUpVW7AJastM+OFZydWbNDRESkBoYdBemMmrFYs0NERKQGhh0FCdbsEBERqY5hR0G6wmIA7LNDRESkJoYdBYkiGXaKoGXNDhERkUoYdhSkr9nRQcOaHSIiIpUw7ChIFOsAyGYs1uwQERGpg2FHQbqSsKMDWLNDRESkEoYdBYkyzVhOTlwbi4iISA0MOwoqbcbSwMGBq54TERGpgWFHQcUFhQBkMxbDDhERkToYdhRUmF8AQDZj2dvbq1waIiKipolhR0FFJTU7xQw7REREqmHYUVBRvgw7AoBGo1G3MERERE0Uw46CigpLanY0ViqXhIiIqOli2FFQcclCoIKVOkRERKph2FGQfjQWNPwxExERqYXfwgoqLpQ1OzqGHSIiItXwW1hBxUUlzVhatmMRERGphWFHQbqSDsqCNTtERESq4bewgnRFcm0soeWPmYiISC38FlaQKAk74Bw7REREqmHYUZAoLgk7rNkhIiJSDb+FlVSy6rmOYYeIiEg1/BZWUjGbsYiIiNTGsKMknazZ4dBzIiIi9TDsKEknAHA0FhERkZr4LaykkpodNmMRERGph2FHSYZmLP6YiYiI1MJvYSXpa3bYZ4eIiEg1DDsK0hrCDn/MREREauG3sJI4GouIiEh1DDsK0gg5Gos1O0REROrht7CCNCU1Oxor1uwQERGphWFHQfqaHWFlpXJJiIiImi6GHSWJkpod9tkhIiJSDcOOgrSGZiz+mImIiNTCb2EFGTooM+wQERGpht/CCtKUNGMx7BAREamH38IK0paEHS3DDhERkWr4LaykkmYsjTVHYxEREamFYUdBVmzGIiIiUh2/hRWk76CsteaPmYiISC38FlaQBiXNWJxUkIiISDUMOwqyEsUAWLNDRESkJn4LK0jDDspERESqY9hRkL4Zy8qGP2YiIiK18FtYQfrRWFrW7BAREamGYUdBhg7KDDtERESqYdhRkBayZsfKhmGHiIhILQw7CtI3YzHsEBERqYdhR0H6ZiytjbXKJSEiImq6LCbsrFmzBi1atIC9vT369u2LQ4cOqV0kaA2jsVizQ0REpBaLCDvfffcd5s+fjyVLluDo0aPo1q0bRo0aheTkZFXLdU3jhTgEwMrRQdVyEBERNWUaIUpmvmvE+vbti969e2P16tUAAJ1Oh+DgYMyZMwfPP/98hePz8/ORn59veJyRkYHg4GCkp6fD1dXVZOXq0AE4dw7YvRsYMsRkpyUiIiLI7283N7cav78bfc1OQUEBIiIiMHz4cMM+rVaL4cOHIzw8vNLXLF26FG5uboYtODhYkbLZ2QH29oCNjSKnJyIiolpo9GHn+vXrKC4uhq+vr9F+X19fJCYmVvqaRYsWIT093bBduXJFkbIdPw7k5gL9+ytyeiIiIqqFJjlMyM7ODnZ2dmoXg4iIiMyg0dfseHl5wcrKCklJSUb7k5KS4Ofnp1KpiIiIqKFo9GHH1tYWPXv2xI4dOwz7dDodduzYgbCwMBVLRkRERA2BRTRjzZ8/H4888gh69eqFPn364P3330d2djamTZumdtGIiIhIZRYRdu6//35cu3YNixcvRmJiIm655Rb8+eefFTotExERUdNjEfPs3KzajtMnIiKihqPJzLNDREREVB2GHSIiIrJoDDtERERk0Rh2iIiIyKIx7BAREZFFY9ghIiIii8awQ0RERBaNYYeIiIgsmkXMoHyz9PMqZmRkqFwSIiIiqi3993ZN8yMz7ADIzMwEAAQHB6tcEiIiIqqrzMxMuLm5Vfk8l4uAXCU9Pj4eLi4u0Gg0JjtvRkYGgoODceXKFYtchsLS3x9g+e+R769x4/tr/Cz9PSr9/oQQyMzMREBAALTaqnvmsGYHgFarRVBQkGLnd3V1tch/xHqW/v4Ay3+PfH+NG99f42fp71HJ91ddjY4eOygTERGRRWPYISIiIovGsKMgOzs7LFmyBHZ2dmoXRRGW/v4Ay3+PfH+NG99f42fp77GhvD92UCYiIiKLxpodIiIismgMO0RERGTRGHaIiIjIojHsEBERkUVj2FHQmjVr0KJFC9jb26Nv3744dOiQ2kWql6VLl6J3795wcXGBj48Pxo8fj8jISKNjhg4dCo1GY7Q98cQTKpW4bl5++eUKZW/fvr3h+by8PMyaNQvNmjWDs7MzJk6ciKSkJBVLXDctWrSo8P40Gg1mzZoFoPF9dnv37sW4ceMQEBAAjUaDn3/+2eh5IQQWL14Mf39/ODg4YPjw4bhw4YLRMampqZg8eTJcXV3h7u6O6dOnIysry4zvonrVvcfCwkIsXLgQXbp0gZOTEwICAjBlyhTEx8cbnaOyz33ZsmVmfieVq+kznDp1aoWyjx492uiYhvwZ1vT+Kvv/qNFo8PbbbxuOacifX22+E2rzezM2NhZjx46Fo6MjfHx88Oyzz6KoqEiRMjPsKOS7777D/PnzsWTJEhw9ehTdunXDqFGjkJycrHbR6mzPnj2YNWsW/vnnH2zfvh2FhYUYOXIksrOzjY57/PHHkZCQYNjeeustlUpcd506dTIq+99//2147umnn8Zvv/2GjRs3Ys+ePYiPj8eECRNULG3dHD582Oi9bd++HQBw7733Go5pTJ9ddnY2unXrhjVr1lT6/FtvvYWVK1fiww8/xMGDB+Hk5IRRo0YhLy/PcMzkyZNx+vRpbN++HZs3b8bevXsxY8YMc72FGlX3HnNycnD06FG89NJLOHr0KH766SdERkbizjvvrHDsq6++avS5zpkzxxzFr1FNnyEAjB492qjs3377rdHzDfkzrOn9lX1fCQkJ+Oyzz6DRaDBx4kSj4xrq51eb74Safm8WFxdj7NixKCgowIEDB/D5559j/fr1WLx4sTKFFqSIPn36iFmzZhkeFxcXi4CAALF06VIVS2UaycnJAoDYs2ePYd+QIUPE3Llz1SvUTViyZIno1q1bpc+lpaUJGxsbsXHjRsO+s2fPCgAiPDzcTCU0rblz54pWrVoJnU4nhGjcnx0AsWnTJsNjnU4n/Pz8xNtvv23Yl5aWJuzs7MS3334rhBDizJkzAoA4fPiw4Zg//vhDaDQaERcXZ7ay11b591iZQ4cOCQDi8uXLhn3NmzcXy5cvV7ZwJlDZ+3vkkUfEXXfdVeVrGtNnWJvP76677hLDhg0z2tdYPj8hKn4n1Ob35pYtW4RWqxWJiYmGY9auXStcXV1Ffn6+ycvImh0FFBQUICIiAsOHDzfs02q1GD58OMLDw1UsmWmkp6cDADw9PY32f/311/Dy8kLnzp2xaNEi5OTkqFG8erlw4QICAgLQsmVLTJ48GbGxsQCAiIgIFBYWGn2W7du3R0hISKP8LAsKCvDVV1/h0UcfNVr0tjF/dmVFR0cjMTHR6PNyc3ND3759DZ9XeHg43N3d0atXL8Mxw4cPh1arxcGDB81eZlNIT0+HRqOBu7u70f5ly5ahWbNm6N69O95++23FmgiUsHv3bvj4+KBdu3Z48sknkZKSYnjOkj7DpKQk/P7775g+fXqF5xrL51f+O6E2vzfDw8PRpUsX+Pr6Go4ZNWoUMjIycPr0aZOXkQuBKuD69esoLi42+hABwNfXF+fOnVOpVKah0+kwb948DBgwAJ07dzbsf/DBB9G8eXMEBATg33//xcKFCxEZGYmffvpJxdLWTt++fbF+/Xq0a9cOCQkJeOWVVzBo0CCcOnUKiYmJsLW1rfAl4uvri8TERHUKfBN+/vlnpKWlYerUqYZ9jfmzK0//mVT2f0//XGJiInx8fIyet7a2hqenZ6P8TPPy8rBw4UJMmjTJaKHFp556Cj169ICnpycOHDiARYsWISEhAe+9956Kpa2d0aNHY8KECQgNDUVUVBReeOEFjBkzBuHh4bCysrKoz/Dzzz+Hi4tLhabxxvL5VfadUJvfm4mJiZX+P9U/Z2oMO1Qns2bNwqlTp4z6tAAwaivv0qUL/P39cdtttyEqKgqtWrUydzHrZMyYMYb7Xbt2Rd++fdG8eXN8//33cHBwULFkpvfpp59izJgxCAgIMOxrzJ9dU1dYWIj77rsPQgisXbvW6Ln58+cb7nft2hW2trb4z3/+g6VLl6o+dX9NHnjgAcP9Ll26oGvXrmjVqhV2796N2267TcWSmd5nn32GyZMnw97e3mh/Y/n8qvpOaGjYjKUALy8vWFlZVeh5npSUBD8/P5VKdfNmz56NzZs3Y9euXQgKCqr22L59+wIALl68aI6imZS7uzvatm2Lixcvws/PDwUFBUhLSzM6pjF+lpcvX8Zff/2Fxx57rNrjGvNnp/9Mqvu/5+fnV2GgQFFREVJTUxvVZ6oPOpcvX8b27duNanUq07dvXxQVFSEmJsY8BTShli1bwsvLy/Bv0lI+w3379iEyMrLG/5NAw/z8qvpOqM3vTT8/v0r/n+qfMzWGHQXY2tqiZ8+e2LFjh2GfTqfDjh07EBYWpmLJ6kcIgdmzZ2PTpk3YuXMnQkNDa3zN8ePHAQD+/v4Kl870srKyEBUVBX9/f/Ts2RM2NjZGn2VkZCRiY2Mb3We5bt06+Pj4YOzYsdUe15g/u9DQUPj5+Rl9XhkZGTh48KDh8woLC0NaWhoiIiIMx+zcuRM6nc4Q9Bo6fdC5cOEC/vrrLzRr1qzG1xw/fhxarbZC809jcPXqVaSkpBj+TVrCZwjImtaePXuiW7duNR7bkD6/mr4TavN7MywsDCdPnjQKrfrQ3rFjR0UKTQrYsGGDsLOzE+vXrxdnzpwRM2bMEO7u7kY9zxuLJ598Uri5uYndu3eLhIQEw5aTkyOEEOLixYvi1VdfFUeOHBHR0dHil19+ES1bthSDBw9WueS1s2DBArF7924RHR0t9u/fL4YPHy68vLxEcnKyEEKIJ554QoSEhIidO3eKI0eOiLCwMBEWFqZyqeumuLhYhISEiIULFxrtb4yfXWZmpjh27Jg4duyYACDee+89cezYMcNIpGXLlgl3d3fxyy+/iH///VfcddddIjQ0VOTm5hrOMXr0aNG9e3dx8OBB8ffff4s2bdqISZMmqfWWKqjuPRYUFIg777xTBAUFiePHjxv9n9SPYjlw4IBYvny5OH78uIiKihJfffWV8Pb2FlOmTFH5nUnVvb/MzEzxzDPPiPDwcBEdHS3++usv0aNHD9GmTRuRl5dnOEdD/gxr+jcqhBDp6enC0dFRrF27tsLrG/rnV9N3ghA1/94sKioSnTt3FiNHjhTHjx8Xf/75p/D29haLFi1SpMwMOwpatWqVCAkJEba2tqJPnz7in3/+UbtI9QKg0m3dunVCCCFiY2PF4MGDhaenp7CzsxOtW7cWzz77rEhPT1e34LV0//33C39/f2FraysCAwPF/fffLy5evGh4Pjc3V8ycOVN4eHgIR0dHcffdd4uEhAQVS1x3W7duFQBEZGSk0f7G+Nnt2rWr0n+PjzzyiBBCDj9/6aWXhK+vr7CzsxO33XZbhfedkpIiJk2aJJydnYWrq6uYNm2ayMzMVOHdVK669xgdHV3l/8ldu3YJIYSIiIgQffv2FW5ubsLe3l506NBBvPHGG0ZhQU3Vvb+cnBwxcuRI4e3tLWxsbETz5s3F448/XuEPxYb8Gdb0b1QIIT766CPh4OAg0tLSKry+oX9+NX0nCFG735sxMTFizJgxwsHBQXh5eYkFCxaIwsJCRcqsKSk4ERERkUVinx0iIiKyaAw7REREZNEYdoiIiMiiMewQERGRRWPYISIiIovGsENEREQWjWGHiIiILBrDDhEREVk0hh0iatRSUlLg4+NjWCBx9+7d0Gg0FRYhNKXnn38ec+bMUez8RGRaDDtEpLqpU6dCo9FAo9HAxsYGoaGheO6555CXl1fja19//XXcddddaNGihfIFLfHMM8/g888/x6VLl8x2TSKqP4YdImoQRo8ejYSEBFy6dAnLly/HRx99hCVLllT7mpycHHz66aeYPn26mUopeXl5YdSoUVi7dq1Zr0tE9cOwQ0QNgp2dHfz8/BAcHIzx48dj+PDh2L59e7Wv2bJlC+zs7NCvX78qj8nJycGYMWMwYMAApKWlISYmBhqNBhs2bED//v1hb2+Pzp07Y8+ePUavO336NO644w64urrCxcUFgwYNQlRUlOH5cePGYcOGDTf3ponILBh2iKjBOXXqFA4cOABbW9tqj9u3bx969uxZ5fNpaWkYMWIEdDodtm/fDnd3d8Nzzz77LBYsWIBjx44hLCwM48aNQ0pKCgAgLi4OgwcPhp2dHXbu3ImIiAg8+uijKCoqMry+T58+uHr1qqGvEBE1XNZqF4CICAA2b94MZ2dnFBUVIT8/H1qtFqtXr672NZcvX0ZAQEClzyUmJuL+++9HmzZt8M0331QITrNnz8bEiRMBAGvXrsWff/6JTz/9FM899xzWrFkDNzc3bNiwATY2NgCAtm3bGr1ef93Lly+btb8QEdUdww4RNQi33nor1q5di+zsbCxfvhzW1taGMFKV3Nxc2NvbV/rciBEj0KdPH3z33XewsrKq8HxYWJjhvrW1NXr16oWzZ88CAI4fP45BgwYZgk5lHBwcAMhmMiJq2NiMRUQNgpOTE1q3bo1u3brhs88+w8GDB/Hpp59W+xovLy/cuHGj0ufGjh2LvXv34syZM3Uuiz7IVCc1NRUA4O3tXefzE5F5MewQUYOj1Wrxwgsv4MUXX0Rubm6Vx3Xv3r3KMLNs2TI88sgjuO222yo95p9//jHcLyoqQkREBDp06AAA6Nq1K/bt24fCwsIqr33q1CnY2NigU6dOtX1bRKQShh0iapDuvfdeWFlZYc2aNVUeM2rUKJw+fbrK2p133nkHkydPxrBhw3Du3Dmj59asWYNNmzbh3LlzmDVrFm7cuIFHH30UgOzPk5GRgQceeABHjhzBhQsX8OWXXyIyMtLw+n379mHQoEG1qgUiInUx7BBRg2RtbY3Zs2fjrbfeQnZ2dqXHdOnSBT169MD3339f5XmWL1+O++67D8OGDcP58+cN+5ctW4Zly5ahW7du+Pvvv/Hrr7/Cy8sLANCsWTPs3LkTWVlZGDJkCHr27IlPPvnEqA/Phg0b8Pjjj5vo3RKRkjRCCKF2IYiI6uv333/Hs88+i1OnTkGrrfnvt5iYGISGhuLYsWO45ZZb6nXNP/74AwsWLMC///4La2uO8yBq6Pi/lIgatbFjx+LChQuIi4tDcHCwWa6ZnZ2NdevWMegQNRKs2SGiJsUUNTtE1Lgw7BAREZFFYwdlIiIismgMO0RERGTRGHaIiIjIojHsEBERkUVj2CEiIiKLxrBDREREFo1hh4iIiCwaww4RERFZtP8Hc7rR1CFwzc4AAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from scipy.special import iv\n",
    "from scipy.special import kv\n",
    "\n",
    "G = 6.67e-8\n",
    "mSun = 1.988e33  #g\n",
    "kpc = 3.08568e21  #cm\n",
    "\n",
    "c = 10\n",
    "H_z = 2.36573e-18\n",
    "M_halo = 1e12 * mSun\n",
    "den_crit = 1e-29\n",
    "del_0 = (200 / 3) * pow(c, 3) / (np.log(1 + c) - c / (c + 1))\n",
    "r_200 = pow(G * M_halo / (100 * H_z ** 2), 1 / 3)\n",
    "r_s = r_200 / c\n",
    "\n",
    "R = np.linspace(1e-3, r_200/kpc, 1000)\n",
    "M_halo = 4 * np.pi * den_crit * del_0 * pow(r_s, 3) * (np.log((r_s + R * kpc) / r_s) - R * kpc / (r_s + R * kpc))\n",
    "v_halo = np.sqrt(G * M_halo / (R * kpc))\n",
    "\n",
    "plt.plot(R, v_halo/1e5, color = 'k', label = 'halo')\n",
    "\n",
    "M_b = 1e11 * mSun\n",
    "R_d = 3 * kpc\n",
    "y = R * kpc / (2 * R_d)\n",
    "sig_0 = M_b / (2 * np.pi * R_d ** 2)\n",
    "v_b = np.sqrt(4 * np.pi * G * sig_0 * R_d * y ** 2 * (iv(0, y) * kv(0, y) - iv(1, y) * kv(1, y)))\n",
    "plt.plot(R, v_b/1e5, color = 'b', label = 'baryon')\n",
    "\n",
    "v_tot = np.sqrt(v_halo ** 2 + v_b ** 2)\n",
    "plt.plot(R, v_tot/1e5, color = 'r', label = 'total')\n",
    "\n",
    "plt.legend(fontsize=10.0,loc = 'upper right')\n",
    "plt.xlabel('R (kpc)')\n",
    "plt.ylabel('Velocity (km/s)')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# good job"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "对于Sersic指数分别是n=1，3，4的三个星系来说，其R90/R50分别是多少？"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "When n = 1\n",
      "R_50/R_90 = 0.431818\n",
      "When n = 3\n",
      "R_50/R_90 = 0.229425\n",
      "When n = 4\n",
      "R_50/R_90 = 0.195108\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "N = [1,3,4]\n",
    "\n",
    "def integral_I(R, s):\n",
    "    I_sum = 0\n",
    "    for i in range(s):\n",
    "        if r[i] < R:\n",
    "            I_sum += I_R[i] * r[i] * dr[i]\n",
    "    return I_sum\n",
    "\n",
    "for n in N:\n",
    "    print(\"When n = %s\" %n)\n",
    "    s = 10000\n",
    "    if n == 1:\n",
    "        r = np.linspace(1e-2, 5e2, s)\n",
    "    elif n == 3:\n",
    "        r = np.linspace(1e-2, 5e3, s)\n",
    "    else:\n",
    "        r = np.linspace(1e-2, 5e4, s)        \n",
    "    dr = r[1:] - r[:-1]\n",
    "\n",
    "    I_0 = 1\n",
    "    alpha = 1\n",
    "    \n",
    "    I_R = I_0 / np.exp(pow(r / alpha, 1 / n))\n",
    "    I_tot = integral_I(r[-1], s-1)\n",
    "    for i in range(s):\n",
    "        if integral_I(r[i], s) / I_tot > 0.5:\n",
    "            R_50 = r[i]\n",
    "            break\n",
    "    for i in range(s):    \n",
    "        if integral_I(r[i], s) / I_tot > 0.9:\n",
    "            R_90 = r[i]\n",
    "            break       \n",
    "    c = R_50/R_90\n",
    "    print(\"R_50/R_90 = %f\" %c)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "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": "3.11.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
