{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/kabathpetr/anaconda3/lib/python3.11/site-packages/lightkurve/config/__init__.py:119: UserWarning: The default Lightkurve cache directory, used by download(), etc., has been moved to /Users/kabathpetr/.lightkurve/cache. Please move all the files in the legacy directory /Users/kabathpetr/.lightkurve-cache to the new location and remove the legacy directory. Refer to https://docs.lightkurve.org/reference/config.html#default-cache-directory-migration for more information.\n", " warnings.warn(\n" ] } ], "source": [ "import lightkurve as lk" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "search_result = lk.search_targetpixelfile('TOI-503', mission='TESS')\n", "# searching for all available data for TOI-503 from the TESS mission" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "SearchResult containing 15 data products.\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
#missionyearauthorexptimetarget_namedistance
sarcsec
0TESS Sector 072019SPOC1201868125300.0
1TESS Sector 072019TESS-SPOC18001868125300.0
2TESS Sector 342021SPOC201868125300.0
3TESS Sector 342021SPOC1201868125300.0
4TESS Sector 342021TESS-SPOC6001868125300.0
5TESS Sector 442021SPOC1201868125300.0
6TESS Sector 442021TESS-SPOC6001868125300.0
7TESS Sector 452021SPOC1201868125300.0
8TESS Sector 452021TESS-SPOC6001868125300.0
9TESS Sector 462021SPOC1201868125300.0
10TESS Sector 462021TESS-SPOC6001868125300.0
11TESS Sector 712023SPOC1201868125300.0
12TESS Sector 712023TESS-SPOC2001868125300.0
13TESS Sector 722023SPOC1201868125300.0
14TESS Sector 722023TESS-SPOC2001868125300.0
" ], "text/plain": [ "SearchResult containing 15 data products.\n", "\n", " # mission year author exptime target_name distance\n", " s arcsec \n", "--- -------------- ---- --------- ------- ----------- --------\n", " 0 TESS Sector 07 2019 SPOC 120 186812530 0.0\n", " 1 TESS Sector 07 2019 TESS-SPOC 1800 186812530 0.0\n", " 2 TESS Sector 34 2021 SPOC 20 186812530 0.0\n", " 3 TESS Sector 34 2021 SPOC 120 186812530 0.0\n", " 4 TESS Sector 34 2021 TESS-SPOC 600 186812530 0.0\n", " 5 TESS Sector 44 2021 SPOC 120 186812530 0.0\n", " 6 TESS Sector 44 2021 TESS-SPOC 600 186812530 0.0\n", " 7 TESS Sector 45 2021 SPOC 120 186812530 0.0\n", " 8 TESS Sector 45 2021 TESS-SPOC 600 186812530 0.0\n", " 9 TESS Sector 46 2021 SPOC 120 186812530 0.0\n", " 10 TESS Sector 46 2021 TESS-SPOC 600 186812530 0.0\n", " 11 TESS Sector 71 2023 SPOC 120 186812530 0.0\n", " 12 TESS Sector 71 2023 TESS-SPOC 200 186812530 0.0\n", " 13 TESS Sector 72 2023 SPOC 120 186812530 0.0\n", " 14 TESS Sector 72 2023 TESS-SPOC 200 186812530 0.0" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "search_result\n", "# print the result of the search of all available data for TOI-503 from the TESS mission " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/kabathpetr/anaconda3/lib/python3.11/site-packages/lightkurve/search.py:423: LightkurveWarning: Warning: 15 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n", " warnings.warn(\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from lightkurve import search_targetpixelfile\n", "#pixelfile = search_targetpixelfile(\"KIC 8462852\", quarter=16).download();\n", "\n", "pixelfile = lk.search_targetpixelfile('TOI-503', mission='TESS')#.download();\n", "pixelfile.table[\"dataURL\"]=pixelfile.table[\"dataURI\"]\n", "\n", "tes = pixelfile.download()\n", "tes.plot(frame=1);\n", "\n", "#searching the TPF file for TOI-503 Brown dwarf\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/kabathpetr/anaconda3/lib/python3.11/site-packages/lightkurve/search.py:423: LightkurveWarning: Warning: 15 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n", " warnings.warn(\n" ] } ], "source": [ "tpf = search_result.download()" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "tes.plot(aperture_mask=tes.pipeline_mask);\n", "\n", "# defining the apertures" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "lc = tes.to_lightcurve()" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "lc.errorbar();" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "image/png": 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5UyW1BhZjY2MMHToUw4YNg5eXF2xtbcHj8VBSUoILFy7g0KFDiI6Oxt9//13vxQEAtm3bhm7duuG9995jvzlI3jhZWVn4v//7P1RXV8PLywsff/wx2rVrB4ZhcOfOHWzfvr3BD+XS0lKsWrUKOTk58PPzw6xZs9C+fXsYGRmhrKwMZ8+exeHDh3HmzBm4ubmx5QwKCkJQUBDbu2fFihVa07q6R48e4PP5EIvFSExM1Kr797a2tujfvz9iY2Nx9OhR2NjYsG1YqqurcfPmTezatQtAzTcieR+akv24uroiIiICERERePLkCRiGgbOzM3r37o1JkybJbbTau3dvtGjRAnl5efjhhx/w4Ycfolu3blJtWI4fPw4DAwPMmzdP/U9IHYmJiez/G2oAV1RUhIULF+L58+cQi8Wws7NDp06dMGrUKM6vw4qKCuTn5+PKlSs4cuQIAKBLly5SNV0AkJGRwf6/vou/ZNnTp0/x5MkTTuVozJ07dwDUfBloSs2TnZ0dJk2ahMGDB8PV1RWWlpZgGAbZ2dn466+/8Ndff2Hfvn3o0qWLTGB+9OgRduzYAbFYDF9fX3z44Ydwd3dHdXU1YmJisHPnTvY5lCc7Oxtr1qxBWVkZBg4ciGnTpqFt27YwMDBAYWEh/v77bxw7dgy///473Nzc0L9/f7n72bJlC9zd3bF69Wp4e3tDJBIhISEBW7duRUFBAX7++Wds2rRJahuRSIRvvvkGDx48gJGREd58802MHDkSNjY2EIlEyMvLw61bt6Q+5AHlr5HapqEvAJJlz58/R1VVFRsiar/m5dU61V528+ZNPH36lHO5EhISAAD29vYyX5Ak7yFbW9t6G88aGBjAzc0NKSkpnN5zZ8+ehVgsBp/P15levGoNLB06dJCqYpawsrJCQEAAHBwcsGnTpkYDi7u7O1auXClVsyK5JyjpKWBra4t169axtz94PB66deuGtWvX4tNPP61333/88Qf7Rvz666+ljmFhYYHJkyejZcuW2LBhA0JCQjB+/Pgm3RLQBDMzMzg7O+PFixdSPVK0xaeffoqKigrEx8dj9+7d2L17N9tLSHKvNjAwUO43VUlQdXJywjfffINr164BqPlbVVRUID09Henp6Th//jxWr14t84FjamqKNWvWYMOGDcjMzMTatWvZXkJlZWXg8/nw8/PDjBkz6u2hpC7V1dVso+rGqmgrKiqQmpoKS0tLlJeXIzs7G9nZ2bh48SJGjhyJjz/+uMHX6cuXL/H222/LXdanTx8sXLhQ5nHJ7TRLS0uZ22S1OTg4AJC9pdRUkouxp6dnk/YzduxYmcd4PB6cnZ0xb948iEQi/PPPP/jnn39krh0HDx6ESCSCq6sr1qxZw9ZuGBoaYsiQIbC0tMSaNWvqPfb+/ftRVlaG4cOHY/HixVLLbG1t8dZbb8HS0hL79u1DcHBwvYFFcr2THN/AwADdunXDRx99hHXr1uHevXvIy8uTuiVx/vx5PHjwADweDytWrECvXr3YZQYGBmjZsiXGjBkjcyxdvkbW7rmZkZEh9zawSCTC8+fP2f8XFxezr+Hat5Alj8kjWSYQCCAUCtlau8YkJSWx17DXXntNppZD8h6S11ux7vFTUlKkytsQsViM8+fPA6ipOWro3LRJsw4cJ3nDZGZmNvhET506Ve4bgGEYqXvq8tpquLm5YdCgQXL3yzAMzp07B6Dm/mB9b7J+/frB3NwcxcXFePToUcMnpSUkz0VpaanMso0bN7LfIpuDpaUlli9fLnVPuaysjP2WIxQKUVxcLFM9Cvx7Po8ePcK1a9fQv39/7N27F0eOHMGxY8fwxRdfwMrKCgUFBVi/fr1MGxigpuZi48aN7DglYrGYbYgrFoshFApRVFSkjlNv0C+//IL09HTweDx88MEHcu9X29vbIzAwED/++CNOnDiB4OBgHDt2DN999x17PufOncPevXsbPBafz2e/tRkbG7OPDxw4EO+8847c95LkuWxsmALJcnnPfVNIen2puyeD5LpUtzF1aWkpW0U/ZcoUuc9Djx496m3/UlJSgtjYWAA17Q7q4+/vDwB4/Pgx2/6irsmTJ8s9fs+ePdnXTXp6utQyybWuZ8+eUmGlIaq4Ro4cOZKtudJ0LbSXlxc7ntPx48flXlPCwsKkehQKBAL2/7Vfww297msvU/R1X1RUhM2bN0MsFqNVq1Zye9Wp6z1369Yt9laXNtXAN0btvYQEAgHCwsJw/fp1PHv2DGVlZWxbk9ry8/PrTZGdOnWS+3hWVhb7QdPQt2FfX1+p8Toknjx5wraQ/uGHHxq8hye5d56TkyO31kjbMAzT3EWoV2pqKtavX4+CggKMGzcOY8eORcuWLVFYWIjr16/j8OHDbE+Z1atXS7VBkIQasViM1q1b4/PPP2cvogYGBhg4cCD4fD42bNiAvLw8REREyPSMuXDhAn766ScYGRlh3rx56NOnD2xtbZGdnY0zZ87gzJkz2LRpE2bPno033nhDI89JaGgozpw5AwCYMWNGvffLe/ToIXMv28DAAJ06dcLatWuxYcMGXLt2DadPn8bEiRNleidI2NjYsLU5DMMgPz8fZ86cwcmTJ3Ht2jXMnz9f7rdtbaCKe+1ZWVn4559/kJCQgKysLLZ2r7a6NUSpqansOvUN1AUAfn5+SEpKknk8KSmJ3f7LL79UqJy5ublyB1Cs7xpkYGAAGxsb5OfnS31ZEYlEbNswee3G6qPr10gDAwMEBgZi586dePr0KdauXYu3334bbdq0QWlpKS5duoTff/8dhoaG7OeSJtpyCIVCrFu3Djk5OTAzM8MXX3yhcK2MKkh6WdnZ2XF6PTQ3tQaW58+fY+XKlWwjSaAmCVpYWLAvCknDM8mLXZ76BtCq/S24oSqz+qq7atfqKPqNuvZAVdpMcrHStn71AoEAX331FQoLCzFz5kypBmrOzs4ICAhAmzZtsGrVKty8eRPnzp2T6m5X+009adIkud/4+vfvDxcXF2RmZiI+Pl4qsCQnJ2Pr1q0AgNWrV0t98LRp0wYffPABLC0tERISgsOHD6N///4N9rhQhb/++gv//e9/AdT0fOLaaE+Cz+fjvffew7Vr1yAWi3H9+nVMnjy50e0k4+rMnj0bXl5e2LhxI3bt2oUOHTpINdyUPPeNvQcky1V9Aba2tkZeXp7c8XW4iI2NxebNm1FVVcU+Zm5uztY0VVdXo7S0VOaaVPsa0VAVen09Q2pfbyTXvcbU91w39NxK3hO1vxgWFxezvzs5OSl0bEA/rpFjx45FTk4Ojh07xnb2qM3W1hZjx45lG2LX7qVT+3muqKhgxy2qS94AhvUpLy/H2rVr8fDhQ5iZmWHNmjVyG0jX3pcq33NFRUXsbSh/f3+tuX2nCLUGlm3btiEvLw9OTk5477334OfnJ/UBKhKJFLqgKvKENpSK66ttqP2N6vfff1doKHhdIBQKkZWVBUC2p0dzu3jxInuxnjJlitx1unbtCk9PT6SmpiImJkYqsNT+oGgoSLi7uyMzM5Ot9pQIDQ0FwzDw8vKq91vy1KlTERISApFIhOvXr6s1sPz999/45ZdfANR0j2xqQ99WrVrB2toaxcXF7GuAiwEDBsDJyQk5OTmIiIjA/Pnz2WWSLwWSD/P62rFIaiZUfV+8devWyMvLw+PHj5XeR3FxMX744QdUVVXBz88PM2fORPv27aWq3O/cudPkkVXlkVxvjI2Ncfz4cZXvX1FcahD05Ro5Z84c9OvXD+Hh4UhJSUFpaSlsbW3RvXt3TJo0ie3ea2lpKfUFufYX4fz8/HoDi+Q1b25u3mBokISVe/fuwdTUFKtXr26wAbm8tjQNHb+xti5ATQ2zJLzqwtgrtaktsOTm5uLBgwcAgGXLlsm9r6vot4z61H5hFRQU1DuUeH1/7NpvvoyMDJ19M9YVHx/PXmi0peeShKQVvY2NTb1vfqDmgzc1NVVmULraPWeUCamS4zcU5MzNzdku61wGxePqr7/+kgortcNBc7K3t0dOTo5Mg+3avSSePHlS7xg4ksaxDfUkUkbXrl0RHx+PoqIi3Lt3T6meQnFxcRAIBLC0tMSqVavkhq762o3Uvt7k5+fX+xqqr7GxpJdHZWUlXrx4Ue/tOnWwtrZmb3tweU3r0zWyvk4gwL+98zp27Ch1Xan9ms/IyKj3y4ukN1FDX24kYSUxMREmJiZYvXp1ow37Je+hwsJCFBUVyb3bIBKJ8OzZM6n1GyIJZz4+Php9DaqC2hrd1r4NVLenhsTt27ebdAxnZ2dYWFgA+LdrmDz1LWvTpg37oRkVFaVUGSQvbm1pM1JVVcUOrGZhYYF+/fo1c4mkSZ4vyaR79ZGE2brfVrp3787+v6EufJI3cN35nSTHr1vzUltVVRXbNkpd95Vrh5Xx48erLKxkZmayt0yUmdtK0r0XkD33zp07s7dN6puKICcnhw2Ftf9WqjBixAi2JiQ4OFjh91ztWgLJdcnV1bXeGqL6rkteXl5seyrJ+BXy1LesU6dO7Ovv8uXLjZZblQwMDNhu6tevX1d4O1VcI7VdTk4O+zeXNHiWcHNzg6OjI4D6X/Pl5eVsA+36XvPl5eX46quvkJiYyPZUVOTLZO393bx5U+46Dx48YBvbNvaeS0pKYt+futTYVkJtgaX2t2d5VbgCgYAdtVJZPB4PAwYMAFAzIZ+8HjEvXryod2huAwMDtv95ZGSk1GBK8kgan9UmOU/JB1xzqqiowA8//MDOsTFt2jStm6lWEl4ZhkFYWJjcdTIyMtgLQN2aOScnJ7a776lTp+S2+o+NjWVrB+o2KJMc/9GjR+wAcXWdO3eObd/Q2Iinyqhbs/LBBx8otF1jH9AMw2D//v0Aatqz9O7dW2q5vOeqrnPnzrE1DHUvqKamplLvN3mv+WPHjgGoCTuqDss2NjaYMWMGgJrbNvv27Wv0Obl//z727NnD/i75gvPixQt2ELza0tLScOnSJbn7srS0ZHtihYaGyt3+9u3bbM1yXba2tujbty+AmkkoJV1p6yPvetMUkur/mzdvSk2A2RBVXCO1WXV1NTuuTps2beR2I5eEmKioKLm1U//88w+EQiH4fL7cKUEkYUVyG0jRsALUfCmXjNR88uRJuR1WJO85JyenRmsdJbUrFhYWGptVXZXUFlhat27NJtNt27ZJdXVLSkrCihUr5AYMrqZPnw5jY2MUFhZi1apVSE1NBQB24LjVq1c32CVs5syZcHFxgUgkwldffYWTJ09KNS6TDOO9detWmVk3JecJ1LTNaKjGQF3EYjEyMjJw8uRJfPTRR+y3oOHDh9c7+dzy5csxceJEmSGouRyzqKiI/an9dywrK5NaVrthI1DTbVZyn/X3339HSEgIWyNQXl6OqKgorF69GiKRCIaGhpgwYYLM8d977z0YGhriyZMn+O6779iBrkQiEWJiYrB9+3YANd+i6w6INH78ePB4PIjFYnzzzTe4fPky+3crKirCkSNH2DDh6uoq86EPgO32LPmRXEREIlG9z4vEP//8w+4/ICCAU81KTk4OFi9ejDNnziArK4v9sBaLxUhKSsJXX33FdpsdPXo03NzcpLa/f/8+vvjiC0RGRkrVgAI1H+C//vorduzYAaBmDpQRI0bIlOHNN9+EqakpCgoKsG7dOnZcnPLycgQHB7MhdMaMGXLD8uHDhzFx4kRMnDhRqdtt06ZNYyd4O3XqFD777DPExsZKdUUVCAS4fv06NmzYgC+++EKqNq179+7g8/koKSnB999/z96+qaqqwuXLl7F69eoGa9Xeeust8Pl8PHv2DGvXrmVr8kQiES5fvoxvv/2WDUXyvP/++7CysoJAIMDnn3+Os2fPSgW/oqIixMTEYMOGDdi8eTPn56chw4cPR+fOncEwDDZu3IgTJ06w1zqRSITs7GycPHkSv/76q9R2Tb1Gnjt3jv2bN1QT3pC61xVJ+K6urpZ6XF6IzsrKwoEDB/Do0SM2ZEoG2vvyyy8RHx8PMzMzLFq0SO5QAlOmTIGdnR0qKiqwdu1a9rOsqqoKp0+fxsGDBwHUvOfqNksoLy/H119/jXv37sHMzAxfffUV5/Gd3n33XfD5fDx+/Bjfffcd+5otKSnBzp072ZqXd955p8H2nkKhkP3yPnTo0Ea7SmsjHtPEexm1Z2uuO0+P5KIheXFJnqCKigqYmJhg1apVbOO2ukM2151LqCHR0dHYvHkzexwzMzOIxWJUVFTAwcEBb731FrZt2wYjIyOcOHFCZvusrCxs2LBBqibIwsICDMNIXQhdXFzYDxuJCxcuYMuWLQBqBo+ysbGBgYEBHBwc8N133zVY7tokI+bKmya89nNce7TDqqoqme6Y1tbWeOutt+QOjiXR1KH5a89p0pgFCxbIhIbk5GR8/fXXUhc9MzMzlJeXsx/CJiYmWLRoUb3fAq5cuYKtW7eyFyBLS0tUVFSwAcnFxQVfffWV3Hu0YWFh+Pnnn6W6MZqamkqNYeDo6Ii1a9fKvSdddx6p+sh7fgMCAthzbGza98GDByMoKIj9ve7zbmRkxA7JXTsY1jdwXO33FFDT+NPU1BTl5eVStQVt27bFl19+We8tpbi4OGzatIntmVB70D+g5tbNggUL5LYxqv1a3rt3r9K3rSTj7tQutyRo1P47WllZsTOCS/z6669SjV4lgw5WV1ejZcuWeOutt/B///d/AORfe8LCwrBz507272hhYYHKykpUVVXBzc0No0ePxr59++p9f6WmpmLDhg1s0ObxeLCwsIBIJJIqe7du3bBu3Tr297pzCdX33L3//vvIycmR+96rOzS/ZIh9yfkDQN++fWUaHTflGqmKofkl16zG+Pj4SM0xB9TUmi1YsADAv8+1UChkPy/s7e2xfPnyBmtTHz16hNWrV7M1SJLZ5SXPWffu3bFq1SqpYfaBmlopSa9EY2PjBtvtATUjpssbxiM8PBy7du1iyyyZTkHyGpT3uVFXREQE+2Xuhx9+qLephjZTay+hPn36YNOmTQgJCcGDBw9QUVEBOzs7dO3aFa+//rrMN0BlDRw4EK1atUJISAgSExNRVlYGBwcH9O3bF2+88QZ7e6G+bz7Ozs7YunUrLl26hCtXriA1NRXFxcXg8/lo2bIlPD090adPH7nftocPHw6g5iKWkZGBly9fqnUOGEnbDsmHrK2tLRwdHeHp6YmuXbuiT58+Mm8abdO+fXvs3LkTZ86cwY0bN/D8+XMIBAKYmpqiZcuW6Nq1KyZMmNBgw9hBgwbB09MToaGhuHXrFgoKCmBoaAgPDw8MGDAA48ePr/eb8pgxY9ClSxecPn0aCQkJyMnJQUVFBSwtLeHu7o6+ffti7NixjV5clFH7+0Fjjc7rflu0tbXF/PnzkZSUhLS0NBQXF6O0tBTGxsZo2bIlOnXqhJEjR8pM9ifh5eWFRYsWITExkZ0UrqSkBEZGRnBxcYGnpycGDhzY6IyvvXr1wvbt23H8+HH2ubewsICXlxfGjBnTYFWz5NthixYtFOrRIA+Px0NgYCDGjBmDc+fO4fbt23j27BlKSkrA4/Hg5OQET09P9O7dG4MGDZL5O77zzjto3bo1/vnnH6Snp6O6uhouLi7o168fXn/9dfaWan3GjBkDDw8PHD16lL2uOTk5YcCAAZg2bRo7mGV9vLy8sHPnTpw7dw5Xr17F48ePUVpaCkNDQ7Rq1Qre3t7o27evWiYTtLGxwYYNGxAVFYWLFy8iNTWVnXCvRYsW7OSHdTXlGtncnJycMHPmTCQkJLBtvMzNzeHq6op+/fph3LhxjbZVa9euHXbs2IHjx4/jxo0byMvLg4mJCdq3bw9/f3+89tprcufDq/1ZUFlZKfc2Ym3ybvkANbU3Xl5eOHnyJBITE9kGuB07dsSECRMaHBdIQjL2ipeXl06GFUAFNSy64Pfff8fRo0fh5+eHb775prmLQ8grKygoCJmZmfjkk090rkslIaR5NevQ/JpQVFTEJkt1TX9OCGlcbm4uMjMz4erqKrd9DCGENETtQ/Nrwp9//omKigoMHDgQLVu2hIGBAaqqqtieBIWFhbCxsdGZGSkJ0UeS7r5vvvmmTo2uSQjRDnpxS2jPnj34888/AdR055Q0SKrdQOnLL7/UukHUCCGEEKIYvahh8ff3B5/PR2JiIgoKClBcXMw2ROzRowcCAgJ0ZvpsQgghhMjSixoWQgghhOg3vW90SwghhBDdR4GFEEIIIVqPAgshhBBCtB4FFkIIIYRoPb3oJUQIIYRoo7S0NBw4cADp6elsD1ZXV1eMHz9eZhoEoVCIgwcP4sqVKygpKYGbmxumTZuGIUOGyOxX0XW57FPbUWAhhBBC1KSsrAwtWrTAkCFD4ODggPLycly6dAlbtmxBTk4OZsyYwa67YcMGpKSkYM6cOXB1dcWlS5ewefNmiMViDBs2TGq/iq7LZZ/ajgILIYQQoia+vr4yg5b26dMH2dnZCAsLYwNLXFwcbt++jaVLl2Lo0KEAAD8/P+Tk5GD//v0YPHgwO0K0outy2acuoMCig8RiMQoKCmBmZgYej9fcxSGEEKUxDAOhUAh7e3u5Mx5rSmVlZb2zJTfG0NAQxsbGnLaxsrKSmrE9NjYWZmZmGDRokNR6I0eOxPfff4/k5GR06tSJ07pc9qkLKLDooIKCArz77rvNXQxCCFGZ/fv3o0WLFs1y7MrKSsx9bxJeFin3kWhnZ4e9e/c2GFrEYjEYhkFpaSmuXLmCW7duYf78+ezyjIwMuLm5ydR4eHh4sMsl4ULRdbnsUxdQYNFBZmZmAIDyc8aASEM1LFSTo1o86qCnUoxYw8fT8wHC+Rq8TWDAwNRfyF7XmkN1dTVeFhliz7cpMDfj9loSCPmY97k3qqurGwwsu3btQlhYGICaGpmgoCCMHTuWXV5SUgJnZ2eZ7aysrNjlXNflsk9dQIFFB7G3gUQ8oJoCi06i51O1GA0/n3qeV8DX/OtTG25vm5hWw8SUW2ARMYp9+Zg+fTpGjRqFoqIiXL9+HT///DPKy8sxdepUZYr6SqLAQgghhAAQg4GYYxpVdH0nJyc4OTkBAHr16gUA+P333zFixAjY2NjAyspKbo2H5DFJrYjk/4qsy2WfuoDqpQkhhBAAYiX/KaN9+/YQiUTIysoCUNOu5NmzZxCJRFLrZWRkAADatGnDPqboulz2qQsosBBCCCEadvfuXfD5fLaNSb9+/SAUChETEyO13vnz52Fvb4/27duzjym6Lpd96gK6JUQIIYQAEDEMRBwbVDe2/k8//QQzMzO0b98etra2KC4uRnR0NC5fvoypU6fCxsYGQM1tom7dumHnzp0QCARwcXFBVFQU4uPjsWTJEqmePoquy2WfuoACCyGEEAKAUaINC9PI+h07dsS5c+cQGRmJsrIymJqaom3btli8eLHM0PwrVqzAgQMHcOjQIXYY/WXLlskdRl/RdbnsU9vxGEbf++fpH4FAgBkzZqA83IR6Cekq6tasWtStWbU02a3ZkIHpawKEhITA3Nxcc8etRXJN3fXDHZhx7NYsFPLx4cKuzVr+VwXVsBBCCCFQby8h0nQUWAghhBCopw0LUR2qlyaEEEKI1qMaFkIIIQSA+H8/XLchmkGBhRBCCAEgAgMRxzYpXNcnyqPAosOMB1QAkO69I8owgCiD/qyEEMKViKn54boN0Qz6ZNNhlTEa7NZMCCF6jgH3WzyUVzSHAgshhBACQAQeROD2JZDr+kR51EuIEEIIIVqPalgIIYQQAGKm5ofrNkQzKLAQQgghoFtC2o4CCyGEEAIKLNqOAgshhBACQMzwIGa4BRCu6xPlUWAhhBBCQDUs2o56CRFCCCFE61ENCyGEEAJADD5ESmxDNIMCCyGEEAJqw6LtKLAQQgghoDYs2o4CCyGEEAJAxPCVmPyQbglpCgUWHabR2ZoZDQ/nyDfQ6OF4Bpo9Hvia/VbG42n4WyBfsxdxRsS15UETj1dVrdHjgeE6JR9Rhhh8zpMfUhsWzaHAosNotmZCCCGvCgoshBBCCKgNi7ajwEIIIYQAEDE8zm1SRNRLSGMosBBCCCEAGPA4t2FhqIZFYyiwEEIIIQBE4EMEbh0M6JaQ5lBgIYQQQvC/wMKxRyQFFs2h/liEEEII0XpUw8KBQCBASEgI0tLSkJaWhuLiYgQGBmLWrFky66ampiI4OBgpKSkoLS2Fo6Mjhg4diilTpsDU1JRd786dO7h48SIePHiAvLw8WFhYwNvbGzNnzkS7du00eXqEEPJKqxmHhVsNi5hqWDSGAgsHJSUlCA8Ph4eHB/r164eIiAi56z158gSfffYZXF1dMXfuXFhbW+PevXs4cuQIUlNTsXLlSnbdM2fOoKSkBAEBAXB3d0dxcTFCQ0OxdOlSrF27Fl27dtXU6RFCyCutppcQ922IZlBg4cDJyQnBwcHg8XgoKiqqN7BcunQJlZWVWL58OVxcXAAAXbt2RUFBAcLDw1FaWgpLS0sAwAcffABbW1up7Xv06IGgoCAcPXqUAgshhGgINbrVbhRYOFB0eHNDw5qn1dzcXOpxS0tL8Pl8djkAmbACAGZmZmjdujXy8vKULywhhBBOxAwfYo6Nbmm2Zs2hRrdq4O/vDwsLC+zatQtZWVkQCAS4fv06wsLCMG7cOKk2LPKUlZUhNTUVrVu31lCJCSGEiMH/Xy2L4j80l5DmUA2LGrRs2RKbN2/Ghg0bMG/ePPbxiRMnSv1en927d6O8vBxvvPFGwysaKPhNQAxATN8CCCGE6C4KLGqQnZ2NdevWwdbWFl988QVsbGyQnJyMkJAQlJeX49NPP61324MHD+LixYuYP39+o72ETEdWKlSe6mQDVKcYcToHQgh51YgYHvjU6FZrUWBRg99++w1CoRA//vgje/vHx8cH1tbW2LZtG4YPHw5fX1+Z7YKDgxESEoLZs2djwoQJjR6n/JwxIFLgzUIz0xNCSKOoW7N2o5tvapCWlgZ3d3eZtire3t4Aaro91xUcHIzDhw9j1qxZjd8KkhDxgGoFfuh2ECGENEoy+SG3H7q+agrVsKiBg4MDMjIyIBQKYWZmxj6elJTELq/tyJEjOHz4MGbMmIHAwECNlpUQQkgNsRKTH1IFtuZQYOEoLi4OFRUVEAqFAGpqS6KjowEAPXv2hKmpKQICAvDNN99g1apVmDRpEqytrfHw4UMcO3YM7u7u6NmzJ7u/0NBQHDp0CD169ECvXr3YUCPRsWNHzZ0cIYQQoqUosHC0a9cu5OTksL9HR0ezgWXv3r0wNTVF3759sX79ehw7dgx79uxBWVkZHB0dMXr0aEyfPh1GRv82gL1+/ToAID4+HvHx8TLH++uvv9R8RoQQQgBAxPCVaHTb8HJFp19JSEjAihUr5O5j8+bNMl9ehUIhDh48iCtXrqCkpARubm6YNm0ahgwZotR6uoACC0f79u1TaD0/Pz/4+fk1ut7GjRubWiRCCCEqIAKfc8NOUSPLuU6/8vbbb8t0ymjTpo3Mfjds2ICUlBTMmTMHrq6uuHTpEjZv3gyxWIxhw4ZxXk8XUGAhhBBCADAMD2KONSyNDYzLdfqVVq1aNdoUIC4uDrdv38bSpUsxdOhQADVfknNycrB//34MHjwYBgYGCq+nK6iXECGEEAJwHuVW8tMQdUy/EhsbCzMzMwwaNEjq8ZEjR6KgoADJycmc1tMVFFgIIYQQSOYS4v7DVUPTr+zevRuTJk3CG2+8gdWrV+PevXsy62RkZMDNzU2mdsTDw4NdzmU9XUG3hAghhBANkjf9irm5OQICAthBRjMzM3HixAmsWLECa9asQY8ePdh1S0pK4OzsLLNfKysrdjmX9XQFBRZCCCEEgAg8zuPWNtbotq76pl/x8vKCl5cX+3uXLl3Qr18/fPLJJ9i/f79UYHlV0S0hQgghBOq/JcR1+hVLS0v07t0b6enpqKioYB+3srKSWzsieUxSg6LoerqCAgshhBCCmhoWZX4UodT0KwCY/3VD4vH+PY6HhweePXsGkUi6fkfSJkXSDVrR9XQF3RLSYcYDKoA6bxZRhgFEGWr4s/I0O18Gj6/h45maaPR4fEsLjR4PGj4/iDU7YDnzskijxxNz7fvaRAzX+w5NPqAG/36N9QvWoJoaE67bNL6OstOvlJaW4saNG/D09ISxsTH7eL9+/RAeHo6YmBgMHjyYffz8+fOwt7dH+/btOa2nKyiw6LDKGJOayQ0JIYQ0mZjhcZ7MUNxI4FJ0+pXNmzfD0dER3t7esLa2xosXLxAaGorCwkIsXLhQaptevXqhW7du2LlzJwQCAVxcXBAVFYX4+HgsWbKE7RWk6Hq6ggILIYQQoiaKTr/i4eGBK1euICwsDEKhEFZWVujcuTMWL14styZkxYoVOHDgAA4dOsQOub9s2TKZIfcVXU8X8BhGi+rjiEIEAgFmzJiB8nAN1rBo+paQhpM/r9as2ppAt4RUS+O3hITlGj0eI9LwPSFN3hIyZGA6qhwhISEwNzfX3HFrkVxTu63hwcCU27VOVM7g9lqmWcv/qtCbGpbHjx+Dz+frXCMiQggh2kHE8AGOt4REDAPunZuJMvSml9CCBQvwyy+/NHcxCCGE6Cgxw1Pqh2iG3tSwWFpaws7OrrmLQQghREfVzAvEsYYF1KpCU/QmsHTo0EHn5kUghBCiPcQMDzzOvYTUVBgiQ29uCQUGBuLZs2cIDQ1t7qIQQgghRMX0pobl2bNnGD58OH799VdcuHABvXv3hqOjo9RgO7X5+/truISEEEK0mRh8zrMJiemWkMboTWD54YcfwOPxwDAM0tPTkZ6eLjWUsQTDMODxeBRYCCGESBEzPM69hOiWkOboTWCZOXOm3IBCCCGEKIICi3bTm8Aya9as5i4CIYQQHSZWYhyWxobmJ6qjN4GFEEIIaQoReGA4t2EhmqKXgSUtLQ0pKSkoLi5G69at0bdvXwBAVVUVqqqq9Gb4ZI3O1kwIIYQ0I736ZHv69Cm2bduGlJQU9jF/f382sJw9exY///wzVq9ejZ49ezZXMVWGZmsmhBDVoTYs2k1vxmHJycnBF198geTkZPTt2xfvvPMO6s7rOGTIEBgYGCAmJqaZSkkIIURbicGHmOH4oz8fo1pPb2pYgoODUVpaioULF7Jdlvfv3y+1jqWlJdzd3ZGUlNQcRSSEEKLFatqj0Dgs2kpvomF8fDw8PT0bHV/FyckJBQUFGioVIYQQXSFieEr9EM3QmxqWkpISdO7cudH1eDweKisrNVAiQgghuoT5320ebtuoqTBEht7UsFhbWyM7O7vR9Z4+fQoHBwcNlIgQQgghqqI3gcXHxwepqam4f/9+vetcv34dz58/R7du3TRXMEIIITpBzPCU+iGaoTeBZfr06TAwMMC6desQERGBoqIidplQKMSFCxewbds2mJiYYMqUKc1YUkIIIdpIDJ5SP0Qz9KYNS5s2bbBkyRL88MMP2LFjB3bs2AEej4fIyEhERkYCAIyMjLBkyRK4uLg0c2kJIYRoGzHDA49jjQlDNSwaozeBBQAGDhyIdu3a4c8//8Tt27eRk5MDsVgMBwcHdOvWDZMnT0arVq2au5iEEEK0kJjhg0eNbrWWXgUWAGjZsiXmzZvX3MUghBCiY6iGRbvpTRsWQgghhOgvvathqaqqwtWrV3H//n3k5+cDABwcHNCpUyf0798fRkZGzVxCQgDH6hJYi4UaO54RDFDFM9Dc8URVGj1ekbgauXxLjR2P6CcxeOBxbETLdXZnojy9Cix37tzBDz/8gIKCApl5hE6fPg07OzssWLAA3bt3b6YSqpZez9ZsoLkPOwDgW2huBm9HUQn25B2GibhaY8dkwHXAcd06XgXPEHO9P0CusY1Gjsd/nqWR40iIS8s0ejxGpNHDaQ26JaTd9OCTrcbDhw+xdu1aVFdXo3379hgyZAhatmwJhmGQm5uLqKgoPHz4EOvWrcPGjRvRoUOH5i5yk9FszbrJWlwOE3E11vnNQIaFE6dtTUWVWHD/FFyF+djSeQrSLVs2uk3f3CTMe3QW2/uMQXTrTmiXn4Xll4/jmY0DNg6agnIjE87nMOXBVcy4F4uQLv0R2qmf1LJBGQ/w8Y0w7OgxBjFuneSfR3UFPosNhXtJPjb2fx1pds6cy+D5MgvLY48j19wabYrzYCMSIBeaCSxEP1Fg0W56E1gOHjwIkUiEDz/8EGPHjpVZPnHiRISFhWHnzp04dOgQvv7662YoJSH/yrBwQoqNq8Lrm1VXYHPcf+FS/hKLegchydZdoe1al+YAAJ5b2cNQLMbn0aFIadEK/xk/DwJjU87lnnvzLGbci8VPfcZgb8/XZJZ7vKwZcfqFpT2SWrjJLDevKsf28D1wLX2JD8Z+iHuOrTmXoUvuE3x+NRTJ9q2wvdc47Du9k/M+CKmLYXjcAwgFFo3Rm0a3ycnJaNeundywIjFmzBh4e3vj4cOHGiwZIU0nCSttS7OwpNdchcNKbe7F+dj1989ItXduUlj5+HpYvWGlMZKw0u5lFv4zZr7SYWVn2M94ZOeMT0bPQ7kh9xoiQuShkW61m94EFh6Pp9CAcC4uLuDx6AVGdIcqwgoAvBd/Xu/CisCI+3kQQnST3twSat++PdLT0xtdLz09Hd7e3uovECEqoIqw0kpYAADItrSlsEJIA2qG2ef6hZanP9/8tZzePM9vvfUWXrx4gYMHD0IsFsssZxgGhw4dwosXL/DWW281QwkJ4UYVYaVj4VO8mXYBALC/mz+FFUIaQLeEtJvO1rBI5geqzd/fH0ePHsXFixcxYMAAODnV9MDIyclBTEwMcnNzMWrUKDx//lwvegkR/aWqsPJ/cXuRa2KD1sJ8VBhyf7tTWCGvEjHD496IlgKLxuhsYPnhhx/ktkVhGAY5OTk4efIku7z2mCzh4eGIiIiAv78/52MKBAKEhIQgLS0NaWlpKC4uRmBgIGbNmiWzbmpqKoKDg5GSkoLS0lI4Ojpi6NChmDJlCkxNpS+4QqEQBw8exJUrV1BSUgI3NzdMmzYNQ4YM4VxGovtUGVYeWzrjH9ee+OLeCc77aGpYMRZVU1ghOkXMQInAopai6JTq6mo8f/4cRUVFKCsrg4WFBWxsbODq6gpDJb4o1UdnA8vMmTM13ni2pKQE4eHh8PDwQL9+/RARESF3vSdPnuCzzz6Dq6sr5s6dC2tra9y7dw9HjhxBamoqVq5cKbX+hg0bkJKSgjlz5sDV1RWXLl3C5s2bIRaLMWzYMA2cGdEWqg4ry3q9hwHZ9znvo6lhBQDeuRsJh/JSCitEZ1ANi+KKiopw/vx53LhxA8nJyaiulh0I08jICO3bt0evXr0wYsQI2Ng0bZwknQ0s8mo11M3JyQnBwcHg8XgoKiqqN7BcunQJlZWVWL58OdtzqWvXrigoKEB4eDhKS0thaVkzjHhcXBxu376NpUuXYujQoQAAPz8/5OTkYP/+/Rg8eDAMNDzqK2ke6ggrQiW6/DY1rJhUVwEAnASFmD/uIworhOiRFy9e4NChQ4iNjWVDirW1NVxdXWFlZQUzMzMIBAKUlpbi2bNnSExMRGJiIg4ePIj+/fvjzTffRKtWrZQ6ts4GluagaI2OpArM3Fx6uHdLS0vw+XypKrLY2FiYmZlh0KBBUuuOHDkS33//PZKTk9Gpk/zRQon+0JewYl5Zjndv/6+Rr98ICitEpzBUw9Kgn3/+GWFhYRCLxfDz88PQoUPh4+MDZ+f6R6rOysrC3bt3cenSJVy5cgUxMTEYM2YM5s+fz/n4FFjUwN/fH6dOncKuXbvwzjvvwNraGomJiQgLC8O4ceOk2rBkZGTAzc1NphbFw8ODXU6BRb/pU1jZ+c8etCwtBAA8t3LgvA8KK6Q5Kdut+VURERGBcePGYerUqXBwUOz97ezsDGdnZ4waNQr5+fk4fvw4IiIiKLAUFRXh9OnTSExMREFBAaqqquSux+PxsGfPHrWVo2XLlti8eTM2bNiAefPmsY9PnDhR6negpl2MvHRqZWXFLq+XgYKtvcQAxK/Om0qX6FtY8SrIwn+7j8BHceGc90FhhTQ3asPSsL1798LOzk7p7R0cHBAUFITp06crtb3eBJb09HR8+eWXKC0tlZmpWdOys7Oxbt062Nra4osvvoCNjQ2Sk5MREhKC8vJyfPrppyo5junISoXWq042QHWKkUqOSVTHVFSpd2Hlwwnz4VaUy3kfFFaINlDHLaE7d+7g4sWLePDgAfLy8mBhYQFvb2/MnDkT7dq1k1qXS49RRddVZS/UpoQVVexHbwLLnj17UFJSguHDh2PKlClwdnaW6T6sKb/99huEQiF+/PFHtgw+Pj6wtrbGtm3bMHz4cPj6+gKoqUmRV4sieUxS0yJP+TljQKTAm0t2HD2iBRbcPwWX8pd6FVYSW7bmHFgorBBtwYD75Ie8Rm4JnTlzBiUlJQgICIC7uzuKi4sRGhqKpUuXYu3atejatSu7Lpceo4quq0+9UPUmsDx8+BAeHh5YtGhRcxcFaWlpcHd3lwlMkikBnjx5wgYWDw8PREVFQSQSSbVjycjIAAC0adOm/gOJeED1q1MdqW9chfmcZl2uTVvDCleqCCuTkq9y3oYQTfnggw9ga2sr9ViPHj0QFBSEo0ePsoGFS49RRdfVt16oejM0v5mZmdJdpVTNwcEBT548gVAolHo8KSmJXS7Rr18/CIVCxMTESK17/vx52Nvbo3379uovMGkWWzpPobDSxLDy/u2zeCMplvN2hMjDMDylfhpSN6wANZ9XrVu3Rl5eHvtYQz1GCwoKkJyczHldLvtsiqdPn2Lu3Lkq2VdD9Caw+Pn5IS0tTe3HiYuLQ3R0NG7cuAGgprYkOjoa0dHRKC8vBwAEBASguLgYq1atwuXLl3Hnzh388ccf2LdvH9zd3dGzZ092f7169UK3bt2wc+dOhIeH4+7du/jpp58QHx+Pd999V6fSL+Em3bIl520orPzr/dtn8Z/4MPzRsT/nbQmRR1NzCZWVlSE1NRWtW//73lGkxyjXdbnssymqq6uRm8u97RpXenNL6K233sKyZcuwf/9+zJkzB3y+erLYrl27kJOTw/4uCStATQtqU1NT9O3bF+vXr8exY8ewZ88elJWVwdHREaNHj8b06dNhZCTdAHbFihU4cOAADh06xDaKWrZsGQ3NT6RQWPmXJKzs7DEG0W6dqJaFqATD1Pxw24j7cXbv3o3y8nK88cYb7GNceowqum6TeqHWEhwc3ODyly9fKrSfptKbwOLi4oLvvvsO69evx9WrV+Hr61tvP3Eej4eZM2cqdZx9+/YptJ6fnx/8/PwUWtfMzAxBQUEICgpSqkxE/6kirPg/TsSotLt6FVb2dXsNHfOecd4HIfKIwQPDcVyVxhrd1nXw4EFcvHgR8+fPl+klpK2Cg4NhZ2dX77xA8oblVwe9CSzV1dX4448/8Pz5czAMg8zMzHrXbUpgIUTTVBFWAOhlWCFElRRpkyK7keLrBwcHIyQkBLNnz8aECROklnHpMarouk3phVqbo6Mj3n33XZm2MBJpaWka6fCiN4Hl4MGDiIyMhK2tLYYOHdqs3ZoJURVVhJVBOfcAABGefhRWCGkmwcHBOHz4MGbNmiV1K0iCS49RRddtUi/UWtq2bYu0tLR6AwuPx9PI+Gd6E1guXrwIGxsb/Pjjj3JbZROia1QRVmannod/diIAILKtD+ftKayQV4lYiRoWngLrHzlyBIcPH8aMGTMQGBgod51+/fohPDwcMTExGDx4MPu4vB6jiq7LZZ8NmTJlikyv19pcXFzwzTffKLSvptCbwFJaWooePXpQWCF6QVVhZW7KWUS29GFDCxcUVsirRh2NbkNDQ3Ho0CH06NEDvXr1Yoe3kOjYsSMA6R6jAoEALi4uiIqKQnx8PJYsWSJVQ6Loulz22ZAuXbo0uNzU1JQdW0yd9CawtG7dGoWFhc1dDEKaTJVhZa/3a3hhas85sKgirLiW5GN57AkKK0RnqKMNy/Xr1wEA8fHxiI+Pl1n+119/sf/n0mNU0XX1qReq3gSWKVOmYMuWLXjw4AHNbkx0lqrDygGvERjx/Ban7VURVgDg3bvn8dDBjcIK0RnqCCwbN25UeFdceowquq46eqEWFRXh119/xYIFC1S2T0XoTWDp0KEDxo8fj7Vr12LSpEno1q1bg9NfOzk5abB0hMjqm/sQrUv/HdPHVZCPWY8vIs/UFv+49sSA7Puc9zko5z78sxMQ2dIXL0ztMeL5Lfi8rGlg1y3rcaPbm1RX493bkWhZWoj/9hgBt6JcznMD+aclAADKjE1xyrsPhmTc43wew54k4rX0uzjr4YfnlvYY8+hmveu2Ki0AALhV5NW7jqoVicuQy7fU2PGIZqirDYu+EQgEiIyMxCeffKK2Mc/k4THNPbWxigQEBLAtlXm8xl9Ap06d0kCp1EMgEGDGjBkQlwCoMwaAKMMAogw15FAFnlOVHs7YWKPHM3BsobFjdax4gS05RzmO3tA0DOq+Uuh4TVHOM0RQy9nINVSsW2hTifLyNXIcCaZSsZngVcKQgemocoSEhMDc3Fxzx61Fck19/HY3MMbcRhfnVYrQ9vfbzVp+TcvMzMQHH3yA0NBQjQYWvalh6dKli0JBRZ9UxpjQ5Ic6qIpnCB6AzeNH46mDPdrk5uHDsxeQZWuDXa8NR0WdkZAVMepuIibcTsDf3XwR4SfdG6hnWjrmXImFeI410LueWzMVDHg/vQQyq8F8Yge04V4GZFSBt/0lYGUAXq4Ih8f0wq1O3OZKGnE1CWNiHyCsfyec79dRoW26P3iKWWFx+KXTKNxy8MTiuyfhWlaA/+s6GY+tZUf5bEzb4iwsuXMSzy3sscVvMioMpcNzm5IcrLl5BNZiIXKhmcBCNENTI90S5ehNYOFyn5AQbXCxS0cYisRY/0co7ru7Ys5/5qJMibGDPg47hwm3E/D9+NH4acxIuevMuRJbE1Zet5ZdWCoGb9YLIE8M5oQb0F2J8YtulYO3PA/wNQUz0wq8Jbm41ckdp4cq3nNg/h9RGBP7AD/OGoaf3+DWIHBWWBzyTazw4f0zcBEUYsGgIDyw4972ptPLJ1h09088snHBkv7vQ6hE2xuiu9Q9cBxpGr0JLITomvYvsrD22Ckku7RsUlhZ+k94g2GlQZKwklQJJqSV8mFlxgugozGYw62A8FLOu5j/RxQ+PXxRqbAi8WbKJdhXlGLRwLlKh5Wt0XuRZt2SwsqritqwaDUKLIQ0k3V/hCLJ1UW/wool9/vZTQ0rJpVVAABHYSE+HfwBhRWiNAbc7/DQHSHN0ZvA0thskrXRXEJEGzxpYU9hpYlhxVxYgfdP1MyWfrD9cAorpEmUuSXE+RYSUZpeBZaG5jOQNMiV9CKiwEKa2+rpUyisNDGs/LL2EJzzayZye25R/zAG9aGwQohymqODsd4ElvoGsGEYBrm5ubh16xaSkpIwfvx4nZnSm+g3oQn3rtsUVmpIwkq7J7nYM3UgPj1yifM+KKwQGXRPSCFWVlYIDAzUaJdmQI8Cy4gRIxpcHhgYiKNHj+KPP/7A6NGjNVQqQlSnyWGlXP/Cyryv3oJ7ZgHnfVBYIfLUdGvmektITYXRYpaWlvVO4qhOmo1HzWz69OlwcHDA77//3txFIYSTJocVALwdhXoXVhLau3LeB4UVUh/JOCxcf4hmvFKBBQA8PDxw/z73Ic8JaS5NDSsmVTW9aJBZTWFFBWFlQvoNztsQ3SBpdMv151X17Nkz3Lt3DxUVFRo53isXWDIzMyEWi5u7GIQopKlhxaK8HB+evQAAYD62o7DSxLAy5+F5TE2P5bwdIfro5MmTWLFiBTIyMqQef/nyJY4dO4ajR48iPT1dZcfTmzYsjSktLUVISAgeP34MX1/FR98kpLmoIqz8tnMvnAuLah7wUGK4fQorrDkPz2Peg3Cc8OhPoUVv8ZQYufbVrWF58OABWrZsifbt27OPVVVVYdmyZcjNzQXDMDh48CBmz56NadOmNfl4ehNY5s6dW++y8vJylJSUgGEYGBsbY86cORosGSHcqSqstM/Mxq7XhmPJmbPcC0FhhSUJK3s6jUZsyw4UWPSUMm1SXuU2LPn5+ejUqZPUY1FRUcjJyYGXlxeGDBmCM2fO4MCBA+jUqRO6dOnSpOPpTWDJycmpd5mBgQFatGgBHx8fvP7662jdmvvgUtrIeEAFNDZbM9EYVYaV2R/NQ5vcPO6FUEFYkUxkqE9h5bcOI9C+8BnnfRAdQd2aOamsrJSZoTo6Oho8Hg+ff/45nJ2dMXDgQMyfPx9//fUXBRaJP//8s7mLoHE0W7P+UXVYuePRmntgUUFYAaCXYYXoNxrplht7e3vk5uayv1dUVODu3bvo1KkTnJ1rZkp3cnJC586d8eDBgyYf75VrdEuItlJHWOFMFWHlTBkAIKx/JworRLcwSv68onx9ffHw4UO20W1kZCQqKyvRs2dPqfXs7e1RXFzc5OPpTQ0LIbpMb8LK1gLw/6kJLOf7deS8OYUVQnTH1KlTERUVheXLl8PHxwc3b94En8/H4MGDpdYrLi6WuXWkDJ0NLMnJyU3avnarZkKak16Fle8KIB5vwYYWLiiskOZGt4S4cXd3x4oVK7B9+3ZcvXoVPB4Pb775Jns7CADEYjFSUlLQokWLJh9PZwPL0qVL2QkNlXHq1CkVloYQ5ehdWPnMHmhtCHAMLKoIK65l+Vh65ySFFaI8anTLWc+ePfHf//4XL168gIWFBezs7KSW3759G6WlpRg0aFCTj6WzgaVLly6cA0tycjIqKyubFHQIUZUZMdfx9pVY/Qori+yB49zuVasirADAW8kXkGLrSmGFNAEP3MdVoc8TPp8PNzc3ucsYhoG/vz8GDhzY5OPobGDZuHGjwuvGxcXh8OHDqKysBEC3g4h20MuwwpEqwopk8sNcM1sKK6RpqIZF5Xr27CnTCFdZOhtYFBEfH4/Dhw8jJSUFDMPA29sbgYGB6NWrV3MXjRD8Pqg/hZUmhhXf5OeYdyIaAHDIeyiFFdI0FFi0ml4Gllu3buHw4cNITk4GwzDw8vLCrFmz0Lt37+YuGiGskAF9OG9DYeVfvsnPseerg8hysELbzJeoMOA+9QCFFUK4Kyoqwq+//ooFCxZo9Lh6FVju3LmDQ4cO4eHDh2AYBp6enpg1axb69OH+wUCItqGw8i9JWHnU2hHHR3TD+h1/c94HhRUig1FiLqFXsJeQQCBAZGQkPvnkE/D5mhvOTS8Cy927d3H48GE8ePAADMOgbdu2CAwMRL9+/Zq7aISohErCSnoVeMvz9CqsBK15E8Oucx/igMIKkYfmEtJuOh1YEhIScPjwYdy/fx8Mw8DDwwOBgYHo379/cxeNEJVRSVgBwPvpJeBrqldhRWBmwnkfTQ0rJtWVnLchOoLasGg1nQ0sX375JRITEwEArVu3RmBgIAYMGNDMpSJEccPuJcErq/5JOwHApKoKH567CJeXhdg5ajja5OZxnhto9J2Emv9YGYCZYQmEl3IvbFgZ+H+XQTzBomaclYa6Lt8oBwB0f/CUfcikogrvh8bAOb8Ye14fCPfMArZ3j6Lcswow73g0shyscdy/G1uzIjmOb356o/sY8uIe/DMTEOnii+fmdhj5NJ5TGUxEVXj34XlO2xAdQreEtBqPYXSzQisgIAA8Hg/Gxsbo3Lkzp7FVeDwe1qxZo8bSqZdAIMCMGTMgLgH0dbZmnqFmz4Fva6OxY3WszMLWolMaHb2BgWZHi3gVjrfIZhKSjFpq5HjiYiVCZhMw1VWaO5ghA9NR5QgJCVHJ8O3KkFxT740dALERt2sPv6oaXc7ENGv5NS0zMxMffPABQkNDqQ2LohiGQUVFBW7dusVpO30ZOI5ma9ZN1TwD8AAIP7MG424gf6VyBsY7SmCQJUL5R1ZgPLi/VXnp1TDdUQKxJQ8GeQzEc6yB3hy7/Z4pA/+fMojHWwBjLRTb5kY5+L8V1xzPz6TmVlRmNZhP7IA23HvyIKMKvO0vARdDMB/bASZ1XvP/O16oW18k2raRu4tBOfcxPCcRF5x8cMWpM+ciGImqMSv9EhwrihDh0gOTnl9HNa+evx0hRC10NrB88803zV0EQppE5G8Ksa+x7IJSMczfzINBvhhlx5wg7i5nnUbwb1XCYkUhRD7GqJxhDvNlhTVh5XVrxXfyv4kMlWqz8lsx4GsM3pESIE8M5oQb0J37GCm4VV7TULixtje/FSPRtg3Ou3SXWTQ7LRLDcxKxz+s1HPD051wEs+oKfBe/H/ZVpVjUKwgiHh+Tnl/nvB+iA6gNi1bT2cDi6+vb3EUgRPUkYeVhFcqCHZUPK4G5EHUwguBQCxhGCLmXo4kNbAGAt6OwJqyEtFI+rDSxC/bstEi8n3q2yWGlbVkWlvZ4H0k27vAufs55P0RHUBsWhTVHaxKdDSyE6B01hJXm6A2Eiv9dyDKrm1azooVhheg5qmFRiJWVFQIDAzXafgWgwEKIdtCXsFIqrmmzAtS0N6GwQnQJBRaFWFpaIjAwUOPHpcBCSHPTp7Ay6wWQWV3zu4cSDWwprJDmRIFFq1FgIaQ56VtYSaoE84kdeJtfct8HhRVCdE5JSQlOnDiB27dvo7S0FBYWFvD390dAQIDKj0WBhQOBQICQkBCkpaUhLS0NxcXFCAwMxKxZs6TW27p1KyIjI+vdz+bNm9GxY0f299TUVAQHByMlJQWlpaVwdHTE0KFDMWXKFJiaKlGlTnSDQA/DSkgrIE2JkWBVEFYkXZcprBDlKdHoVqMjAGmX/Px8fPbZZ8jLywPDMDAzM0NOTg4eP37MrvPgwQOUl5fDx8cHRkZK1LrWQoGFg5KSEoSHh8PDwwP9+vVDRESE3PVmzpyJsWPHyjy+bt06GBkZwdvbm33syZMn+Oyzz+Dq6oq5c+fC2toa9+7dw5EjR5CamoqVK1eq7XxI8zL9shAGz0T6FVa6m3IPLKqYkBGgsEKajMfU/HDdpiGKftFNSEjAihUr5O6j7pdcABAKhTh48CCuXLmCkpISuLm5Ydq0aRgyZIhS6ynj999/R25uLl577TW8++67sLS0lKlZqaysxFdffYVPPvkEI0eObNLxKLBw4OTkhODgYPB4PBQVFdUbWFxcXODi4iL1WEJCAoqLizFjxgwYGPw74NSlS5dQWVmJ5cuXs9t07doVBQUFCA8PR2lpKSwtLdV3UqTZGGRUo+yPJoyzoo1hhStVhJUzZQCAC04+FFZI06ihDYuiX3Ql3n77bZlhO9q0kR0QccOGDUhJScGcOXPg6uqKS5cuYfPmzRCLxRg2bBjn9ZQRHx+PVq1a4eOPP653QNauXbvCxsYG169fp8Ai8fTpU7i7q/dC05QRcs+ePQsejyfzBzP83xD0dYd0trS0BJ/PZ5cT/SPcYEdhpalh5X+D2wFQagRbCitE3RT9oivRqlUrmdqUuuLi4nD79m0sXboUQ4cOBQD4+fkhJycH+/fvx+DBg2FgYKDwesoqKyuDj49Po5+NLi4uSE9PV/o4EprtRK1GH330EWbPno1Nmzbhn3/+QUZGRnMXiVVWVobo6Gh07doVzs7OUsv8/f1hYWGBXbt2ISsrCwKBANevX0dYWBjGjRtHbVj0mLgj9/u5FFZqkZzHeAWnDKiDwgqpS3JLiOtPg/vk8VQ+HUxsbCzMzMwwaNAgqcdHjhyJgoICJCcnc1pPWfb29sjPz290PQcHBxQVFTXpWIAe1bD07NkTDx48QExMDGJjYwEA1tbW6NKlC3x8fODr6yu3Wk0ToqKiUFlZiddee01mWcuWLbF582Zs2LAB8+bNYx+fOHGi1O9yGShYdykGIH51G4bpCwortdQ+j9aGwP9qWRRFYYVoq927d+O7776DiYkJOnbsiBkzZqBLly5S62RkZMDNzU2mdsTDw4Nd3qlTJ4XXU5afnx8iIyORkZHR4OerUChEdXW10seR0JvAsmbNGojFYqSlpSExMRF3795lA0xMTAx4PB4sLS3RpUsX+Pn5YcKECRorW0REBKysrNC/f3+ZZdnZ2Vi3bh1sbW3xxRdfwMbGBsnJyQgJCUF5eTk+/fTTevdrOlKxxo3VyQaoTmla62zSvFQSVsLKwP9bybmBAO0MK4vsgePFnDansELq1YxD85ubmyMgIAA+Pj6wtrZGZmYmTpw4gRUrVmDNmjXo0aMHu25JSYlMbT1QMwKtZDmX9ZQ1adIkXLhwAd9++y2++uorODk5yaxTUVGBR48ewcHBoUnHAvQosAAAn89Hu3bt0K5dO0yePBkMwyAtLQ0JCQlITEzErVu3cO3aNVy7dk1jgeXx48d49OgRAgIC5Hbp+u233yAUCvHjjz+yt38kL9ht27Zh+PDh9c6bVH7OGBAp8GYRN+kUSDNTSVgB9DOscKSKsOJRms15G6IjmnHgOC8vL3h5ebG/d+nSBf369cMnn3yC/fv3SwUWbdGmTRvMnTsXv/zyCxYsWCDTO7aiogI7d+5EcXGx3C/sXOlVYKkrNzcXGRkZyMjIQHp6OqqqqgBAow1Zz549CwAYNWqU3OVpaWlwd3eXaasi6fr85MmT+id6FPGAarrVo89UEVYMw2omPxRPsKCw0sSw0rHoKRYlneS8HdERWjbSraWlJXr37o0zZ86goqICJiYmAGpqSOTVjkgek9SgKLpeU4wfPx729vbYuXMnjh07BgC4fPky7t27h9zcXIhEIlhZWeGNN95o8rH0KrDk5OQgMTERCQkJSEhIQG5uLhiGgaGhIby9vTFs2DD4+vo22gJbVaqqqnDx4kW0b9++3vt7Dg4OyMjIgFAohJmZGft4UlISu5y8mlQRVox/KIbxP+U1v4xRonEqhRVWx6Kn+D5+H56bOcC7NIvz9kT7qWMclqaSzIpcu+Guh4cHoqKiIBKJpNqnSDqbSD5vFF2vqfr374/u3bsjLCwMV69eRXp6OrKysmBsbIyePXvinXfeQYsWLZp8HL0JLPPmzUNOTg4AwMDAQCagSJJpU8XFxaGiogJCYc231idPniA6OhpATcPf2jUlV69eRUlJCebMmVPv/gICAvDNN99g1apVmDRpEqytrfHw4UMcO3YM7u7u6Nmzp0rKTXSLqsKK6eZiVI43/Te0cEFhhSUJK48tnPGz92j8FPcL530QHaBlNSylpaW4ceMGPD09YWz87xAI/fr1Q3h4OGJiYjB48GD28fPnz8Pe3h7t27fntJ4qmJqaYvLkyZg8eTIAoLq6WuV3M/QmsGRnZ4PH46F169aYNm0aevbsqZYB13bt2sUGIwCIjo5mA8vevXulAktERARMTU2lXih19e3bF+vXr8exY8ewZ88elJWVwdHREaNHj8b06dObPJQx0T2qDCvly6whbm3APbCoIqykV4G3PE+vwspnPd6FmyCP8z7Iq02RL7qbN2+Go6MjvL29YW1tjRcvXiA0NBSFhYVYuHCh1P569eqFbt26YefOnRAIBHBxcUFUVBTi4+OxZMkStjZF0fXUQR1NL/QmsIwbNw6JiYl48uQJtmzZAqCmOszX1xc+Pj7w8fFRSYDZt2+fwuuuW7dOofX8/Pzg5+enbJGIHlF1WKlcaA3DE9y6/KokrADg/fQS8DXVq7AiNFRNTS3RUmqqYVHki66HhweuXLmCsLAwCIVCWFlZoXPnzli8eLHcmpAVK1bgwIEDOHToEDvk/rJly2SG3Fd0PV2gN4Hlgw8+AAAUFxezvYISExPx119/4c8//wSPx2MDjK+vL/r27dvMJSZEmjrCCmeqCCsZNY3b4WJIYYXoFHW1YVHki+706dMxffp0hY9rZmaGoKAgBAUFqWQ9RahqRHll96M3gUXC2toaAwcOxMCBAwHUtIZOTEzEzZs3ceHCBaSnp+Ovv/7CqVOnmrmkhPxLb8LKrXLwtr8EADAf2VJYIbqlGcdh0QUff/wxBg8ejOnTpyvVYDctLQ3Hjh1DTEwMTp48yXl7vQssElVVVXj48CFb25KUlMR2a1b1MMmENIVehZUZLwAXQ+BxNWBKYYXoGC1rdKttZs6cidDQUFy+fBkeHh4YNmwYfHx80LZtW7ltVqqqqpCamoqEhARcunQJT58+hYmJCWbOnKnU8fUmsMgLKNXV1WyXMAcHB3aI/nrHNSFEw/QurHQ0BjPTCrwludz30cSwYiSqprBCmkQbuzVrk8DAQIwdOxZ//PEHIiMjsX//fvB4PBgYGMDJyQmWlpYwMzODUChESUkJcnJyIBaLwTAMzM3NMXHiREyfPh02NjZKHV9vAktgYCCqqqrYgOLo6Mg2tvX19ZU7PDEhzYmfVAWzVYX6FVYOtwLCS7nvo6lzHAF4M/0S7KpKKawQoka2trYICgrCnDlzcOXKFdy4cQMPHjzAixcvZNa1s7ND586d0bt3bwwaNEiqa7Yy9Caw2NjYsOHEx8eHAgrRemYrXkLU2Vi/wkpzTMhYUfMlpUVFERb1CqKwQpRHt4QUZmJighEjRmDEiBEAgKKiIhQWFkIgEMDc3By2trZK16TUR28CC5fuxoRoA8bOAJUzzGEYIeS8rWGYEMb/lKNyvCnErQ0a7LpscON/k2TeqDUWS7kYvB2FQGY1mI/tgLTKmh8u0qtqui67GIKZYflvzYrkODcUGPtFMiHjBIuaWZc5TmSIcjF43xYAAMJdekDE48O7+DmnXXiUZmNR0kk8N3PAz96jGx1npU1ZToPLie6iW0LKs7GxUXlAqUtvAsuryHhABQDpBsSiDAOIMtTwZ9VwQ2VGJNLs8Uo5jlXSBAaiMjAA+M9FMF9W2KR9Gf9TrtCgcAwA/m/FwG+ygYD3/csmlQGPq8FbKv0h39Dx5OH/XQb8rfzfgAEw+fl1TH5+Xel9eJdmKTyCbTkMUChkwPAFSh+PE4ZmMNUIqmHRanoXWDIyMvDPP//g/v37KCio+eZlb2+PLl26YNy4cSqbO0EbVMaY0OSHOqiaxwcPwM6uY/DCgtstkGFPEzDyaQLOufviortijcf9ch/jjZRYpM5yQKGPGdr/kgPTzEokf9ASZa253/qweFKB9ruzUe5ijOQgJ4hMpG8DOdwsg9fhfBzqMQC33NrK3ceIhwkY+/AuznTww/kO3BvBm1RVYe7VSDiXFOKkb28E3orFJtvX8MzQjvO+lFFYUoVcvhJzMxHtRoFFq+lVYPnzzz+xf/9+tlWyRGlpKZ48eYKIiAi8++67CAgIaMZSElIjtlVHPHRwU3j99xLOYeTTBOzuOgb/9R3J6VhvpMSi0McMHsdewjSvGlcOe+NlV+4fuHZ3ytB9zTMUd7FA9H89UW0pf2hvr8P5uOXWFv/4yM6F9cGVsxj78C62DRmL3YNe41wG84py7An5BS0EpZjz1kcQ8Q0QeCsWzwztkGrsxHl/yhDzCzVyHKJZPChxS0gtJSHy6E1guXXrFvbu3QsTExOMGTMG/v7+cHJyAo/HQ3Z2Ni5cuICwsDDs27cPbdq0QdeuXZu7yIQo7L2Ec/jgTphSYUWi/S85NWHlNy+lw8qgOakobm/WYFhpyAdXzmJB1JkmhxXv3Cy8HzgfCa3aoHPWM877IYToHr0JLCdPnoSBgQG+/vprdOrUSWpZ27Zt0bZtWwwYMABffPEFQkNDKbAQndHUsGIiqhkw0SyrCpcPtdOrsEIIeXXoTWBJSUmBj4+PTFiprWPHjvD19UVycrIGS0aI8poaVsyryvH2vQsAgIdBThRWCGkItWHRanoTWCoqKmBt3fhYFNbW1qioqNBAiQhpGlWElW2Re+EkLAQAlLXh3sCWwgp5lVC3Zu2mxChP2qlFixZISkqCqIHusCKRCElJSWjRooUGS0YId6oKK16FWfits79SZaCwQl45jJI/r6js7GyF171+XfkhByT0JrD07dsXubm52L59OwQC2bERBAIBtm/fjry8PPTr168ZSkiIYlQZVj4eEYRnVtwDuirCyojkBAorRLdQYOFkwYIFiIyMbHCdyspK7Ny5E998802Tj6c3t4SmT5+O2NhYXLhwAVevXkWvXr2kegnFxcVBIBDA2dkZ06dPb+7iEiKXqsPK/Rat4Vbc8MitdakirADA2KSmd12msEKI9qqqqsK2bdsQFxeH//znP7C0tJRa/ujRI/zf//0fnj9/rpLpcvQmsFhZWWHTpk3YsWMH4uLiEBUVJbNOr1698NFHH8k8qYRoA3WEFa5UEVZczhYBAM509KOwQnSLEm1YXuUalh9++AHff/89rly5ggcPHmDRokXw8/MDABw9ehTBwcGorq7GyJEjERQU1OTj6U1gAQAHBwesXr0aWVlZMiPddu7cmSZEJFpLX8JKhx1ZcA+rCSzn23MfwZbCCmlW1EuIE3d3d2zZsgUHDhxAaGgoVq1ahQkTJiA1NRX379+HlZUVPv74Y/Tv318lx9OrwCLh7OxcbzipqqrCuXPnMHbsWA2XihD59CmsdNmahadjbNjQwgWFFdLceEoElle9l5CBgQHeeecd9OzZE9988w3+/vtvAEDXrl2xePFi2NmpbroMvQws8pSXl+PMmTM4efIkCgsLKbAQraBvYeXeImeUuRlzDiwUVohWoBoWpQgEAkREREh1eHn27BmePHlCgaW2Bw8eID4+HkVFRbCxsUHPnj3RsWNHdnl5eTlOnTqFP//8E6WlpWAYBu3atWvGEquORmdrJio36dE1TEuJ1auw8vAjZ7idKuC0PYUVojUosHCWmJiIrVu3Ijc3F56enli4cCGioqJw/PhxrF69GhMnTsScOXNgZGTU5GPp9Cfbtm3b2C5VDMOAx+Phjz/+wLhx4zB//nzEx8dj27ZtKCwsBMMw8PT0xKxZs9CnT59mLrlq0GzNuk0fwwpXqggr7XIzOW9DCGm63377DaGhoWAYBlOnTsVbb70FQ0NDeHh4oGfPntiyZQv++usv3LlzB0uWLIGHh0eTjqezgeX8+fM4f/48AKBHjx5o3bo1hEIh7ty5g9OnT8PW1hYhISGorq5G69at8dZbb9H4K0SrHPPuT2GliWHF90UGVocd57wdIfJQGxZujh8/DgcHByxevBi+vtKN7Lt06YLt27dj165duHTpEpYsWYLjx5v2XtXZwHLu3DnweDysWLECffv2ZR8XiUT49ttvcfjwYQDA+PHjMXfuXBgYKDeWBCHqcqpd38ZXqoPCyr98X2RgX/DPeGLngE45VMtCVIBuCXEyaNAgueOvSJibm2PJkiXo3bs3du3a1eTj6exItxkZGfD29pYKK0BNi+XZs2eDYRi0aNECQUFBFFaIXqCw8i9JWElxdMb6UVM5b0+IXDTSLSefffaZQuOaDRkyBNu3b2/y8XQ2sJSVlcHFxUXuslatWgEAvL29weNRGw+i+1QRViwyKvQurMybEYRyY+6TOhIij2TyQ64/pHGqmMNPZ28JMQwDQ0P5xZfUqJiZmWmySISohSrCCgB0+CUHRZ3N9SqsCExMOe+DkHrRLSFOEhMTOa3v4+PTpOPpbGAh5FWgirDiVlIzl5DQ2YjCCiFEZVasWMHpLsapU6eadDydDizR0dFISEiQu4zH49W7nMfjYc+ePeouHiFNooqw0jnvCebcr+n6nxzkRGGFkAZQLyFuhg8fLjewMAyDvLw8pKamQiAQoE+fPiqZw0+nA0t5eTnKy8s5L6d2LUTbqSqs/HT+F+SY2aJNaR5EJtybrFFYIa8UuiXEyaJFixpcXlJSgu3bt+PJkyf4/vvvm3w8nQ0se/fube4iEKIWqgwrqbbO+NOzN1ZdO8p5H00NKybVVRRWiG6hwKJSVlZWWLx4MYKCgvDbb7/ho48+atL+dDawODk5NXcRCFE5VYeVBf5zMejpfc77aGpYAYC5sZFoISilsEJ0hjJ171Rf3zBTU1O0b98e169ff3UDCyH6Rh1hRWDE/UO+qWHFoEIMAHAuKcSctz6isEJ0C9WYqJxQKERpaWmT90OBhZBm4lGcw/7ftLoSy26Ewq00H9/2ngoRj48O+c847c+zMAuf3ziBZ5YO+KnbOLgX1/QOalVWMxmhxbNK2CYKGtoF2vyRD6/D+Uid5YDsodaNrl+XgVCMjtuzAQAnfXtDxDdA5yxu59EuNxOrw47jiZ0D/m/YeHi8zGtwfc+8bE77J4RozvXr13Hv3j24u7s3eV88hmEoT+oYgUCAGTNmQFwKyM7WbATRk6bPilkXT8OjBTPVVRo9niY5MgL8lwmHKao1dkwGmq261vTxymGA940mIJdnoZHjMSKRRo7z7wHFmj2eJhkyMB1VjpCQEJibmzdLESTX1Kdth4Dhc/sezxNXw/1xVLOWv7ls27at3mVCoRAvXrxARkYGGIbBwoUL4e/v36TjUQ2LDquMNafZmnVQLs8ccy2mwIapv4ebqhmbGqGKp7m3u4GgDNU8zQ2kXVjJ11hYIXqMGt1yIpmAuCGOjo4IDAxsclgBKLAQ0ixy+ZbIRdPHJVAU31iz3/zEhpoNDwyvQqPHI3qKAgsn33zzTb3LjIyMYGdnh5YtW6rseBRYCCGEENDAcVz5+vpq9HgUWAghhBA1EQgECAkJQVpaGtLS0lBcXIzAwEDMmjVLZl2hUIiDBw/iypUrKCkpgZubG6ZNm4YhQ4YovS6XfWo7CiyEEEIIoJZbQiUlJQgPD4eHhwf69euHiIiIetfdsGEDUlJSMGfOHLi6uuLSpUvYvHkzxGIxhg0bptS6XPap7XQ2sHCdJbKups4aSQghRL+o45aQk5MTgoODwePxUFRUVG9giYuLw+3bt7F06VIMHToUAODn54ecnBzs378fgwcPhsH/emsqui6XfSpi7ty5Cq9blyrm8NPZwMJ1lsi6mjprJCGEED2jhhoWRT+nYmNjYWZmhkGDBkk9PnLkSHz//fdITk5Gp06dOK3LZZ+KyMnJaXwlNdLZwFLfLJHqpOi9yK1btyIyMrLe/WzevBkdO3aUeuzevXs4evQokpKSUFVVBQcHB/j7+2PmzJlqORdCCCHSmrPRbUZGBtzc3GRqPDw8PNjlknCh6Lpc9qmIP//8k8MZqZ7OBpbGZolUB0XvRc6cORNjx46VeXzdunUwMjKCt7e31OMXL17E1q1bMWjQICxevBimpqbIzMxEQUGBWs6DEEKIHM3YrbmkpATOzrJTYVhZWbHLua7LZZ+6QGcDS3NQ9F6ki4sLXFxcpB5LSEhAcXExZsyYIZV28/PzsWPHDowePRr/+c9/2Mf9/PzUcxKEEEKIEr788kv06NEDr7/+uswygUAAQ0NDGBsbq+34mhuKUsNevHiBpKQkPH/+XGX75PF4St+GOnv2LHg8HkaOHCn1eEREBMrLyzFt2jRVFJEQQoiyGCV/VMDKykpujYfkMUmtCJd1uexTEQkJCXj2TP7cYIGBgdi9ezen/XGlVzUsFRUVCA4ORkREBMrKygAA/v7+WLBgAQDg3Llz+Ouvv7BgwQJ4enpqrFxlZWWIjo5G165dZarnEhMTYWVlhWfPnmH9+vXIyMiAlZUV+vfvj3ffffeVm5uCEEKaS3O2YfHw8EBUVBREIpFULXxGRgYAoE2bNpzX5bLPpmIYBuqemlBvaljKy8uxfPlyhIaGwsjICL169ZJ58rp06YLHjx/j8uXLGi1bVFQUKisr8dprr8ksy8/PR0VFBTZt2oTBgwdj/fr1mDp1KiIjI/HVV181/AIwYABDBX74r/BQjIQQoqhmrGHp168fhEIhYmJipB4/f/487O3t0b59e87rctmnLtCbGpZjx47h0aNHGD16NIKCgmBkZISAgACpdVxcXODm5obbt29jzpw5GitbREQEW2tSF8MwqKysxNtvv43p06cDqBnu2NDQEHv27MGdO3fQrVs3ufs19RcqdPzqFCNUP1LffUVCCNEHPIYBONYS8BRYPy4uDhUVFRAKa67ZT548QXR0NACgZ8+eMDU1Ra9evdCtWzfs3LkTAoEALi4uiIqKQnx8PJYsWSJVQ6Loulz2qQv0JrBcuXIFTk5O+OCDDxr8Izg6OuLx48caK9fjx4/x6NEjBAQEwMjISGa55B5ijx49pB7v2bMn9uzZg9TU1HoDS3mkGSBSoE2NHs9MTwghKqOmXkK7du2SGsMkOjqaDSx79+6FqakpgJrxxQ4cOIBDhw6xw+gvW7ZM7jD6iq7LZZ/aTm8CS25uLnr37t1oYjQ3N0dpaamGSlXT2BYARo0aJXe5h4cHHj58KPO45FZQg418RTygWrNj0RBCCOFm3759Cq1nZmaGoKAgBAUFqWxdLvvUdnoTWExMTFBcXNzoetnZ2ZxbRiurqqoKFy9eRPv27ett3DRgwACEh4fj5s2b8PLyYh+Pi4sDAHTo0EEjZSWEkFcdzdbcuMjISLkDo/J4vHqXSTR1hHm9CSzt2rXD/fv3kZubC0dHR7nrZGRkIC0tDX379lX6OIrci5S4evUqSkpKGmwv06NHD/Tp0wdHjhwBwzDo0KEDUlJScOTIEfTu3RtdunRRuqyEEEI4aMaB43SFunsCNURvAsuECRNw+/ZtbNiwAcuWLUOrVq2klufk5GDr1q1gGAYTJkxQ+jiK3osEahrbmpqaYvDgwQ3u87PPPkNwcDDCwsIQHBwMe3t7TJo0CYGBgUqXkxBCCDdUw9Kw5h6an8c0Z1xSsX379uHUqVPg8Xhwc3PDs2fPYGdnBzs7O6Snp0MkEuH111/XaA8hdRAIBJgxYwbKz5prrA0LT8OtyZnqKo0eT9P4lpaaPZ6FZsfzEZcJNHo8prxCs8cTiTR6PDB63HLekIHpqHKEhIQ027hTkmtqjt1gMDxu3+N5TDWcXl5u1vK/KvSmhgUA3n//fbRv3x5Hjx5Feno6AKCgoAAFBQVwdXXFjBkzMGzYsGYtIyGEEO2kTG3Jq1TD0tz0KrAAwODBgzF48GAUFRUhJycHYrEYLVq0gIODQ3MXjRBCCCFK0pvAUlZWBgsLC/Z3Gxsb2NjYyF03NTVVqkcOIYQQolQDWqph0Ri9GZr/k08+QUJCQqPrHTt2DMuWLdNAiQghhOgSHqPcD9EMvQks+fn5WLlyJX799VeI5DSIy83NZUf8q92ThxBCCAFQMyy/Mj9EI/QmsKxfvx729vYIDQ3FkiVL8PTpU3ZZVFQUPv30UyQmJsLPzw/bt29vxpISQgjRRlTDot30pg2Lr68vfvrpJ/z000+Ijo7GokWLMHv2bDx69AiXLl2CkZER3nvvPUyePLm5i0oIIUQbURsWraY3gQUALCws8PnnnyMyMhK7d+/Gf//7XwBA27ZtsXjx4nqHx9dVxv2FAKTHYRE9NYb4qepnZuaZmqh8nw1hyjQ8zoVYs8cTl5Ro9nganD8LAFWT67qG5jAjpJnoVWABAJFIhGfPnqGiokJqCGE+X2/ufrGqrlkqNlszIYSQRvHEqPsdsPFtKJtrjF59ij9//hzLli3D8ePHYW9vj5UrV2LIkCF4/PgxFi5c2OzDChNCCNFijJI/RCP0poblzJkz+O9//4uKigoMHDgQH330ESwtLdGnTx/06tULu3fvxr59+3Dz5k0sWLAA9vb2zV1kQggh2oThXMFCgUWD9KaGZdeuXeDz+Vi4cCE+//xzWNaaq2XYsGH48ccf0alTJ9y6dQuffPJJM5aUEEKIVqJuzVpNbwJLx44dsW3bNvj7+8td7uTkhI0bN2L27NkQCDQ7MRshhBDtR92atZve3BLatGlTow1reTwepk+fju7du2uoVIQQQghRBb0JLFx6AbVr106NJSGEEKKTaBwWraY3gYUQQghpCqVu71Bg0RidDSxz584Fj8fDunXr4OzsjLlz5yq8LY/Hw549e9RYOkIIITqHUaKfMjW61RidDSw5OTkAwE50KPmdEEIIUQbVsGg3nQ0sdQeBo0HhCCGENAkFFq2mN92aCSGEEKK/dLaGRSIuLg5Xr15Fbm4ujIyM4OHhgZEjR8LZ2bm5i0YIIUSH8ACqMdFiOh1Yvv/+e1y+fBkA2IkOb9y4gdDQUHz22Wfo27dvcxZP7Yz6lkJTszUTQojeEyszORBD9yo0RGcDS0REBKKiomBgYIDhw4fD09MTQqEQN27cQFJSErZu3Yp9+/bBwsKiuYuqNjRbMyGEqBDVrmg1nQ0skZGR4PF4+Oqrr9C1a1f28enTp+OHH37AhQsXEBsbi5EjRzZjKQkhhOgKGmZfu+lsRVZ6ejo6dOggFVYk3njjDTAMg/T0dM0XjBBCiG6iyQ+1ms4GFqFQCBcXF7nLJA1uaZJDQgghRD/o7C0hhmHqnT9I8jhDyZcQQoiC6JaQdtPZwEIIIYSoFAUWrabTgSUyMhKRkZFyl/F4vAaXnzp1Sp1FI4QQomN4yswlRClHY3Q6sNAtH0IIISojbu4CkIbobGChuYMIIYSoEtWwaDed7SVECCGEkFeHztawEEIIISpFlSVajQILIYQQAvxvEDi6JaStKLAQQgghUM84LAkJCVixYoXcZZs3b0bHjh3Z34VCIQ4ePIgrV66gpKQEbm5umDZtGoYMGSKzLZd19QUFFh1m1KcEMrM1PzGEKEP1f1amTKTyfTZIrOHj6TvqUUdI49RYw/L222/D19dX6rE2bdpI/b5hwwakpKRgzpw5cHV1xaVLl7B582aIxWIMGzZM6XX1BQUWHVYZawpU02zNhBCiCjw1dmtu1aqVVG1KXXFxcbh9+zaWLl2KoUOHAgD8/PyQk5OD/fv3Y/DgwTAwMOC8rj6hXkKEEEJIM4uNjYWZmRkGDRok9fjIkSNRUFCA5ORkpdbVJxRYCCGEEECtszXv3r0bkyZNwhtvvIHVq1fj3r17UsszMjLg5uYmUzPi4eHBLldmXX1Ct4QIIYQQCa5NWBq5K29ubo6AgAD4+PjA2toamZmZOHHiBFasWIE1a9agR48eAICSkhI4OzvLbG9lZcUul+Cyrj6hwEIIIYTgf72EVNxA3cvLC15eXuzvXbp0Qb9+/fDJJ59g//79bGAhjaNbQoQQQgig1ltCtVlaWqJ3795IT09HRUUFgJraEXk1I5LHJLUnXNfVJxRYCCGEEKBm8kNlfpQgmbyXx6u5p+Th4YFnz55BJJIe0kHSHqV2F2gu6+oTuiWkIIFAgJCQEKSlpSEtLQ3FxcUIDAzErFmzpNbbunUrIiMj691P3YGCagsPD8dPP/0EU1NTHD16VKXlJ4QQoh1KS0tx48YNeHp6wtjYGADQr18/hIeHIyYmBoMHD2bXPX/+POzt7dG+fXv2MS7r6hMKLAoqKSlBeHg4PDw80K9fP0RERMhdb+bMmRg7dqzM4+vWrYORkRG8vb3lbpefn4/9+/fD3t4eAoFApWUnhBDSOJ5St3gaXn/z5s1wdHSEt7c3rK2t8eLFC4SGhqKwsBALFy5k1+vVqxe6deuGnTt3QiAQwMXFBVFRUYiPj8eSJUukegRxWVefUGBRkJOTE4KDg8Hj8VBUVFRvYHFxcYGLi4vUYwkJCSguLsaMGTPqfSHt2LEDXbp0gaWlJWJiYlRefkIIIY1QQ2Dx8PDAlStXEBYWBqFQCCsrK3Tu3BmLFy+WqQlZsWIFDhw4gEOHDrHD7S9btkzucPtc1tUXFFgUJLnPqIyzZ8+Cx+Nh5MiRcpdfuHABiYmJ2LlzJw4cOKD0cQghhDSBGgLL9OnTMX36dIX2ZGZmhqCgIAQFBal0XX1BgUXNysrKEB0dja5du8rtN19YWIg9e/Zgzpw5aNGiRTOUkBBCCICaBrQqHoeFqA4FFjWLiopCZWUlXnvtNbnLd+3aBTc3N4wbN477zg0UfGeJAYjpXUUIIQ1RRxsWojoUWNQsIiICVlZW6N+/v8yy6OhoXL9+Hdu2bVPqlpPpiAqF1qtOMUR1ihHn/RNCCCHaggKLGj1+/BiPHj1CQEAAjIykA4NQKMTu3bsxYcIE2Nvbo7S0FABQXV0NoKbbm6GhIUxNTevdf/l5E0CkQNBR4wykhBCiN6iGRatRYFGjs2fPAgBGjRols6y4uBiFhYU4efIkTp48KbM8MDAQffv2xcqVK+s/gIgHVNOtHkIIUQkKLFqNAouaVFVV4eLFi2jfvr3cUQft7OywYcMGmcePHTuGxMREfPXVV7C2ttZEUQkhhAAUWLQcBRYO4uLiUFFRAaFQCAB48uQJoqOjAQA9e/aUun1z9epVlJSUYM6cOXL3ZWxsDF9fX5nHz507Bz6fL3cZIYQQNaJeQlqNAgsHu3btQk5ODvt7dHQ0G1j27t0rFVgiIiJgamoqNWwyIYQQ7UW9hLQbBRYO9u3bp/C669atU+oYixYtwqJFi5TalhBCCNFXFFgIIYQQgNqwaDkKLIQQQghQE1bEHAMInwKLplBgIYQQQgDlalg418gQZVFgIYQQQgAKLFqO39wFIIQQQghpDNWwEEIIIQDVsGg5CiyEEEIIUNPglmujW+olpDEUWHSYcf9y1B1mUZRhAFGGGv6sjEj1+ySEaCeeBlsL8LToA58RAwzHoWsZml1WUyiw6LDKGBOa/JAQQlSFgRK3hNRSEiIHBRZCCCEEoFtCWo56CRFCCCFE61ENCyGEEAJQLyEtR4GFEEIIASiwaDkKLIQQQghAgUXLUWAhhBBCAEAsBjj3UqZuzZpCgYUQQggBqIZFy1EvIUIIIYRoPaphIYQQQgCqYdFyFFgIIYQQoCZ8cB04TpumFtBzFFgIIYQQAAwj5j5wLc0lpDEUWAghhBBAuaH5qYZFYyiw6DDjARXQ2GzNhBCi76gNi1ajTzYdRrM1E0IIeVVQYCGEEEIA5QaO41EbFk2hcVheJXwGht5VAF9PqzDp/HQbnZ9u4zMwbFep2+cnuSXE9YdoBAWWVwkfMGwv0t+/Op2fbqPz0218/C+QNXdBlMeIGTBiMccfCiyaQreECCGEEOB/NSZKbEM0ggILIYQQAvyvWzPHbahbs8bocOUdIYQQQl4VFFiIQgzaVOvEdsqi89OO7ZRF56fi7VpXKbWdzmPEyv0QjaDAQhRi0EakE9spi85PO7ZTFp2fqrd7NQNLTaNb7j9EM6gNCyGEEAL8r8aE42Cc1OhWYyiwEEIIIQAYRolGt7o87oyOocBCCCGEAFTDouUosOggRvIGMeD4RjFQcruaowKGWr4dnZ9qj6fp7ej8VHs8TW+n7Pn9b31GGz74DQHOA7HQp6jG8BiteJUQLvLy8vDuu+82dzEIIURl9u/fjxYtWjTLsSsrKzF37ly8fPlSqe3t7Oywd+9eGBsbq7hkpDYKLDpILBajoKAAZmZm4PFotmZCiO5iGAZCoRD29vbg85uv42plZSWqq5XrBm5oaEhhRQMosBBCCCFE69E4LIQQQgjRehRYCCGEEKL1KLAQQgghROtRhywdIBAIEBISgrS0NKSlpaG4uBiBgYGYNWtWg9uFh4fjp59+gqmpKY4ePSq1LCEhAStWrJC73ebNm9GxY0cAwJ07d3Dx4kU8ePAAeXl5sLCwgLe3N2bOnIl27drp9Llx2WdTaMM53rt3D0ePHkVSUhKqqqrg4OAAf39/zJw5s2knh+Y/v9TUVAQHByMlJQWlpaVwdHTE0KFDMWXKFJiammrl+Uko8ncRCoU4ePAgrly5gpKSEri5uWHatGkYMmRIk8+tuc9P3dcXol8osOiAkpIShIeHw8PDA/369UNERESj2+Tn52P//v2wt7eHQCCod723334bvr6+Uo+1adOG/f+ZM2dQUlKCgIAAuLu7o7i4GKGhoVi6dCnWrl2Lrl27Kn9iaN5zU2afymjuc7x48SK2bt2KQYMGYfHixTA1NUVmZiYKCgqUO6E6mvP8njx5gs8++wyurq6YO3curK2tce/ePRw5cgSpqalYuXKl8if2P+o6P0X/Lhs2bEBKSgrmzJkDV1dXXLp0CZs3b4ZYLMawYcN0+vzUfX0h+oUCiw5wcnJCcHAweDweioqKFLqg7NixA126dIGlpSViYmLqXa9Vq1b11jgAwAcffABbW1upx3r06IGgoCAcPXq0yReU5jw3ZfapjOY8x/z8fOzYsQOjR4/Gf/7zH/ZxPz8/bifRgOY8v0uXLqGyshLLly+Hi4sLAKBr164oKChAeHg4SktLYWlpyf2kalHH+Sn6d4mLi8Pt27exdOlSDB06lF0nJycH+/fvx+DBg2FgYKCz56fu6wvRL9SGRQfweDxO461cuHABiYmJ+PDDD5t87LoXEwAwMzND69atkZeX1+T9N+e5qXOftTXnOUZERKC8vBzTpk1r8r7q05znZ2hY853L3Nxc6nFLS0vw+Xx2eVOo4/wU/bvExsbCzMwMgwYNknp85MiRKCgoQHJyssLlqk9znp+6ry9Ev1ANi54pLCzEnj17MGfOHIVGjdy9eze+++47mJiYoGPHjpgxYwa6dOnS4DZlZWVITU1V6bd0Rajj3LjuU91UfY6JiYmwsrLCs2fPsH79emRkZMDKygr9+/fHu+++K/NBr26qPj9/f3+cOnUKu3btwjvvvANra2skJiYiLCwM48aNU0kbFi4UPT9F/y4ZGRlwc3OTqUXx8PBgl3fq1Elt51OXqs9Pnua6vhDtR4FFz+zatQtubm4YN25cg+uZm5sjICAAPj4+sLa2RmZmJk6cOIEVK1ZgzZo16NGjR73b7t69G+Xl5XjjjTdUXfwGqePcFN2npqj6HPPz81FRUYFNmzZh+vTpmDdvHlJSUnDo0CFkZGTg22+/1ehoyao+v5YtW2Lz5s3YsGED5s2bx24/ceJEqd81RdHzU/TvUlJSAmdnZ5ntraysANS0P9EkVZ+fPM11fSHajwKLHomOjsb169exbdu2Rj+EvLy84OXlxf7epUsX9OvXD5988gn2799fb2A5ePAgLl68iPnz52u0Fb86zo3LPjVBHefIMAwqKyvx9ttvY/r06QAAX19fGBoaYs+ePbhz5w66deumtnOqTR3nl52djXXr1sHW1hZffPEFbGxskJycjJCQEJSXl+PTTz9V6znVxuX8tOnvoihNnF9zXV+IbqA2LHpCKBRi9+7dmDBhAuzt7VFaWorS0lJ2bozS0lKUl5c3uA9LS0v07t0b6enpqKiokFkeHByMkJAQzJ49GxMmTFDLecijjnNTxT5VSV1/P8k38boBtGfPngBqugRrgrrO77fffoNQKMTXX3+NgQMHwsfHB1OnTsW8efNw9uxZJCQkqP3cAO7np+jfxcrKSm4tiuQxyX7UTV3nV1tzXV+I7qAaFj1RXFyMwsJCnDx5EidPnpRZHhgYiL59+zbazVMytVTdb1DBwcE4fPgwZs2apfGqWnWcm6r2qSrq+vt5eHjg4cOHja6nbuo6v7S0NLi7u8u0VfH29gZQ0+25brdodeB6for+XTw8PBAVFQWRSCTVjiUjIwNA/d30VU1d5yfRnNcXojsosOgJOzs7bNiwQebxY8eOITExEV999RWsra0b3EdpaSlu3LgBT09PqZlHjxw5gsOHD2PGjBkIDAxUedkbo45zU8U+VUldf78BAwYgPDwcN2/elLrFEhcXBwDo0KGDCs+ifuo6PwcHB2RkZEAoFMLMzIxdNykpiV2uCVzPT9G/S79+/RAeHo6YmBgMHjyYXe/8+fOwt7dH+/bt1XVKUtR1fkDzX1+I7qDAoiPi4uLYWxlAzTfH6OhoADXVrKampnK/SZ47dw58Pl9m2ebNm+Ho6Ahvb29YW1vjxYsXCA0NRWFhIRYuXMiuFxoaikOHDqFHjx7o1asX+0Egoeg4J9p2bsbGxpz2qYvnCNRUyffp0wdHjhwBwzDo0KEDUlJScOTIEfTu3bvRHmHafn4BAQH45ptvsGrVKkyaNAnW1tZ4+PAhjh07Bnd3d/YWhLadn6J/l169eqFbt27YuXMnBAIBXFxcEBUVhfj4eCxZsqTJY7A09/lp4vpC9AcFFh2xa9cu5OTksL9HR0ezF5S9e/dy7r7p4eGBK1euICwsDEKhEFZWVujcuTMWL14s9a3t+vXrAID4+HjEx8fL7Oevv/5S5nSkNNe5aVJznuNnn32G4OBghIWFITg4GPb29pg0aZJKv8021/n17dsX69evx7Fjx7Bnzx6UlZXB0dERo0ePxvTp02FkZKSV5wco/ndZsWIFDhw4gEOHDrFD8y9btkxlQ/MDzXd+mri+EP3BYyQ3FQkhhBBCtBT1EiKEEEKI1qPAQgghhBCtR4GFEEIIIVqPAgshhBBCtB4FFkIIIYRoPQoshBBCCNF6FFgIIYQQovVo4DiiERMnTpT6ncfjwdzcHG3atIG/vz9GjRolNb/IxIkT4eTkhH379mm0nFu3bkVkZCQ2bNjAebTb4uJinD59GnFxccjMzERZWRnMzc3RunVr9O7dGyNHjoSNjU2Tyvf+++8jJyfnlRhQS3KuBgYG2LlzJ1q1aiWzzrlz57Bt2zaMGTMGH330UTOUsn7Z2dmYO3cufHx8sHHjxuYuDiE6jwIL0Sh/f38AgFgsRlZWFh48eID79+/j7t27WLZsWTOXTnnXrl3D1q1bUVZWBgsLC3To0AGWlpYoKSnBw4cPce/ePfzxxx/47rvvNDZhnb4QiUQICQnBokWLmrsohJBmRIGFaFTdD51bt25h7dq1iIqKwtChQ9GnTx8AwM6dO2FoqBsvz/j4eGzYsAE8Hg/vv/8+JkyYIFX2qqoqXLx4Eb///juKi4ubsaS6ydjYGBcvXsSMGTPk1rIQQl4N1IaFNKvu3btj+PDhAICrV6+yj7u7u8PFxaW5iqWw8vJybN26FWKxGJ988gkmT54sE7SMjIzw2muv4YcffoCTk1MzlVR3jRs3DmKxGMHBwc1dFEJIM9KNr7BEr3l6egIA8vLy2MfqtmERiURYvnw5Hjx4gA8//BDjxo2T2kdCQgJWrlwJe3t7bN++HZaWluyy69ev4++//8ajR49QXl4OR0dHDB48GK+//jrMzMyaVPYLFy6gsLAQHTp0wIgRIxpc18HBQeax4uJiHDt2DFevXkVeXh5MTEzQvn17TJo0CT169FCoDAkJCVixYgX8/f3l3japr12O5Dn+5ZdfcPToUURGRiI/Px9OTk54/fXXMXLkSADAnTt3EBISgkePHoHP56NPnz6YO3curK2tpY6zfPlyJCYmYu/evUhLS8Px48eRnp4OIyMj9OjRA++++y5atGih0DnVNn78eFy8eBFRUVGYMWMG3NzcGt2msbZI8tpISdrDBAYGYvjw4fjtt99w9+5dVFdXo1OnTnj//ffRunVriEQiHD9+HOfPn0dubi5atGiBSZMmYfz48fWWRyAQ4ODBg4iNjUVRURFatmyJ0aNHIyAgAHy+7PdGoVCIkydPIjo6GpmZmTAwMICnpycmTZqE/v37S61bu63MqlWrEBwcjJiYGOTn52P8+PGYN29eo88XIbqAalhIs5NMad/QzLoGBgZYvHgxzMzMsG/fPjx9+pRdVlpaii1btoBhGCxcuFAqrOzbtw/r1q3DvXv30Lp1a/Tq1QvV1dUICQnBihUrUF5e3qSy37hxAwCUmjk3Pz8fS5YsQWhoKKqrq9GvXz94enri9u3bWLNmDU6ePNmksinq22+/xYkTJ+Ds7IwuXbogOzsb27Ztw7lz5xAdHY01a9ZAKBSiW7duMDU1xYULF/DNN9+gvnlTT58+jU2bNoFhGPTo0QOmpqaIiorCl19+iYqKCs7lMzExwdSpUyEWi3HkyJGmnm6jsrOzsWTJEqSmpsLHxwctW7ZEfHw8VqxYgZcvX2Ljxo04duwYWrZsCV9fX+Tm5mL37t0IDw+Xu7+qqip8+eWXiIyMhLe3N7p164acnBzs27cPP/74o8z6L1++xJIlS3D48GGUlpaie/fu6NChA1JTU7FhwwYcPXpU7nEqKyuxfPlynDt3Dp6enujTp4/Ue4EQXUc1LKRZMQzDfuh7eHg0uK6zszPmz5+PH374AVu2bMHmzZthaGiIHTt2IC8vD1OmTEHXrl3Z9S9fvoyTJ0/C09MTK1asQMuWLQEA1dXV7AfM4cOH8d577yld/rS0NACAl5cX52137NiBrKwsDB8+HJ9++il7K+nevXtYs2YN9u/fj65du6Jt27ZKl68xOTk5MDMzw86dO9naj7t37+LLL7/EgQMHUFVVhWXLlmHgwIEAamoKli1bhvv37yMhIQF+fn4y+zx9+jS+/vpr9m9RXl6O1atX48GDB4iKisJrr73GuZxjx47FiRMncPnyZcyYMQPu7u5NOOuGRUZGYvLkyXj33XfB5/PBMAy2bduG8+fP48svvwSfz5d6vu7cuYOVK1fijz/+wOjRo2X29/DhQ3h4eODnn39me4llZmbiiy++wPnz59G/f3/07duXXX/btm14+vQpXn/9dbz11lvs6yIrKwurV6/GwYMH0atXL5nXRXJyMjp27Ig9e/ZQUCF6iWpYSLMQiUR48eIFtm3bhqSkJBgZGbG3IBoyYsQIDBw4EI8ePcLhw4dx/vx5XLlyBW3btsXs2bOl1pV8E122bBkbVgDA0NAQQUFBsLOzQ0REBMRisdLnUVJSAgCcuytnZWXhxo0bMDc3R1BQkFS7ly5dumDs2LEQi8U4ffq00mVTVFBQkNStGj8/P3h5eaGgoAC9e/dmwwoAmJubsx/KiYmJcvc3adIkqeBoamqKyZMnN7hNY0xNTfH6669rpJbFxcUF77zzDnurhsfjseV/+vSpzPPVtWtXeHp6IicnB9nZ2XL3+d5770m9RlxcXDBz5kwAwD///MM+npaWhps3b6JTp06YM2eO1OvC2dkZ7733HsRiMSIiIuQeJygoiMIK0VsUWIhGTZw4ERMnTsTkyZMxf/58nD9/HmZmZli2bJnCjWw//vhjtGjRAsePH8fu3bthbGyMJUuWSN1SKiwsxOPHj+Hu7i63zYOxsTHatWuHsrIyvHjxQmXnp6j79+8DAHr16iX3A0bSEPnevXtqLYehoSF8fHxkHnd2dgYAdOvWTWaZ5O9UUFAgd5/du3eXeczV1RVAze0OZY0dOxZ2dna4cuUKnjx5ovR+GuPj4wMDAwOpxyTPR33Pl+Q5kXd+VlZWcp+ToUOHAgCSkpLY22u3b98GAPTt21dqXCKJzp07AwBSUlJkltnb28Pb27ve8yJE19EtIaJRknFY+Hw+O3DcgAEDOH0rtLS0xAcffID169ejvLwc77//vszYJjk5OQBqvhHXHbSurqZ0NbayskJ+fj6KiooUagwqkZ+fDwD19hqSPF5fKFAVOzs7uY0+TUxMAMhvKGxqagqgpm2GPMpsowgTExNMmzYNe/bsQXBwMD7//HOl99WQhsrf2PMl7/wcHR3lHsfc3BwWFhYoKyuDQCCAhYUFW0Pz66+/4tdff623jPJes/UdhxB9QYGFaJSqBv+6fPky+3953zYlt3ns7e3l1hLUZmVlpXQ52rZti/z8fKSmpqJLly6ct5f3Lbr24/Ut56K+xrGK7F+Z46uizPUZM2YMjh8/jujoaGRkZCi1j8ZuATZUfnWeG/Bv2bp06SJ1G7Ouuj20gIYbrROiDyiwEJ1z8eJFXLp0iW2kGxUVhd69e2PYsGHsOpI2Bra2tmodIbV3796Ii4tDVFQUAgICFN5O8i2+vjYPkhoiOzu7RvclaedQX4+n2t3FdZ2xsTGmTZuGX375BcHBwejVq5fc9SQf3pIeaLVp+vnIzc2V+7hAIEBZWRlMTU1hbm4O4N/X7YABAzi9ngh5FVAbFqJTcnJysHv3bhgZGWHp0qVYunQpjIyMsHv3bvZDHqi58Lu6uiI9PR1ZWVlqK4+/vz9sbGzw8OFDnD9/vsF18/Pz2YAiaYtw48YNlJaWyqx74cIFAFCo1kYSauS1xSkuLkZqamqj+9AlY8aMgYODA2JiYpCeni53nYaek1u3bqmzeDJKSkrYtim1Xbp0CQDQsWNHtuZG0lj52rVrGisfIbqCAgvRGWKxGFu2bEFZWRnefvtttGnTBm3atMHbb7+NsrIybNmyRaq6f8aMGRCLxdi4caPc2weZmZk4e/Zsk8pkamqKhQsXgs/nY/v27Th58iSqq6ul1hGJRIiMjMSiRYvYUOXs7IxevXpBKBRiz549UtskJSXhzJkz4PP5MgPkyePs7AxHR0ekp6dLjRZcXl6On376CQKBoEnnqG2MjIwwffp0MAyDM2fOyF1H0jD29OnTUu09Hj16hIMHD2qknLXt379fqhxZWVkICQkBAKm/cceOHdG1a1fcvXsXe/bskakhEovFiI+PV3tjbEK0Ed0SIjrj+PHjuHfvHrp164ZJkyaxj0+aNAlxcXG4c+cOjh8/junTpwOo6WmTkZGB48eP49NPP4WnpydatmwJoVCInJwcPHv2DG3btlVqXJDaevXqhS+++AJbt27Fvn37cOTIEXTo0AFWVlbs5IeSSRFrd239+OOP8fnnnyMyMhKJiYno2LEjioqKkJCQALFYjPfff1/hMVhmzZqFbdu2YePGjfDx8YGpqSmSk5Nhbm6Ovn376t039lGjRuHYsWP13t7x8/ODj48PEhMT8dFHH6FTp04oKipCcnIyJk6ciNDQUI2VtUOHDqiursb8+fPh5+eH6upq3LlzBxUVFRg2bJjMyLVLlizB6tWr8eeff+LChQto27YtbGxskJ+fj+fPn6OoqAhz585Vqs0UIbqMAgvRCZJxVywtLbFw4UKpxo88Hg+LFi3Cxx9/jMOHD6N79+5o164dAOCdd95B9+7d8c8//yApKQnp6emwtLSEg4MDpk6disGDB6ukfP3790fnzp1x+vRp3Lx5EykpKRAIBDA3N4eHhwf69OmD1157TaqBr4ODA7Zs2YKjR4/i2rVriImJgYmJCbp27YrJkycrPDQ/AHYMm5MnT+L+/fuwtLREnz59MGfOHKnh5/WFpJZl165dcpfzeDysXLkSv/32G2JjYxEXFwcXFxcEBQVh7NixGg0sRkZGWLt2LX7//XdcvXoVxcXFUkPz12VnZ4fvv/8eZ86cwZUrV5CSkoLq6mrY2dnB09MTffv2xaBBgzRWfkK0BY9pqAsBIYQQQogWoDYshBBCCNF6FFgIIYQQovUosBBCCCFE61FgIYQQQojWo8BCCCGEEK1HgYUQQsj/t1vHAgAAAACD/K2nsaMogj1hAQD2hAUA2BMWAGBPWACAPWEBAPaEBQDYExYAYC+dwbITy9XPQAAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "aperture_mask = tes.create_threshold_mask(threshold=10)\n", "\n", "# Plot that aperture\n", "tes.plot(aperture_mask=aperture_mask);" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "lc = tes.to_lightcurve(aperture_mask=aperture_mask)" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "lc.errorbar();\n", "#plotting the choosen aperture light curve" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "flat_lc = lc.flatten(window_length=1001)\n", "flat_lc.errorbar();" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "folded_lc = flat_lc.fold(period=3.6772, epoch_time=1500.0)\n", "folded_lc.errorbar();" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "ename": "NameError", "evalue": "name 'folded_lc' is not defined", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", "Cell \u001b[0;32mIn[9], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mastropy\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01munits\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mu\u001b[39;00m\n\u001b[0;32m----> 2\u001b[0m binned_lc \u001b[38;5;241m=\u001b[39m folded_lc\u001b[38;5;241m.\u001b[39mbin(time_bin_size\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m1\u001b[39m\u001b[38;5;241m*\u001b[39mu\u001b[38;5;241m.\u001b[39mminute)\n\u001b[1;32m 3\u001b[0m binned_lc\u001b[38;5;241m.\u001b[39merrorbar()\n", "\u001b[0;31mNameError\u001b[0m: name 'folded_lc' is not defined" ] } ], "source": [ "import astropy.units as u\n", "binned_lc = folded_lc.bin(time_bin_size=1*u.minute)\n", "binned_lc.errorbar();" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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