{ "cells": [ { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "\n", "central_name='most_massive'" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.013559571641905835\n", "0.012983886088659595\n" ] } ], "source": [ "fid = {}\n", "sym = {}\n", "\n", "base = '/Users/hattifattener/Documents/ias/mbii/2pt/ns300_nd1000/v9/'\n", "for i in xrange(2):\n", " for j in xrange(2):\n", " fid[(i+1,j+1)] = np.loadtxt(base+'ED_corr_%d%d_splitby%s.txt'%(i+1,j+1,central_name)).T\n", " sym[(i+1,j+1)] = np.loadtxt(base+'symmetrised/ED_corr_%d%d_splitby%s.txt'%(i+1,j+1,central_name)).T\n", " \n", "fid[(0,0)] = np.loadtxt(base+'ED_corr_%d%d_splitby%s.txt'%(0,0,central_name)).T\n", "sym[(0,0)] = np.loadtxt(base+'symmetrised/ED_corr_%d%d_splitby%s.txt'%(0,0,central_name)).T\n", "\n", "print fid[0,0][2].sum()\n", "print sym[0,0][2].sum()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3D correlation functions" ] }, { "cell_type": "code", "execution_count": 46, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#plt.plot(fid[1,1][0], fid[1,1][2], color='plum', lw=2, label='$cc$')\n", "#plt.plot(sym[1,1][0], sym[1,1][2], color='purple', lw=2, ls='--')\n", "#plt.plot(fid[1,1][0], fid[2,2][2], color='steelblue', lw=2, label='$ss$')\n", "#plt.plot(sym[1,1][0], sym[2,2][2], color='midnightblue', lw=2, ls='--')\n", "#plt.plot(fid[1,1][0], fid[2,1][2], color='pink', lw=2, label='$cs$')\n", "#plt.plot(sym[1,1][0], sym[2,1][2], color='hotpink', lw=2, ls='--')\n", "#plt.xscale('log')\n", "#plt.yscale('log')\n", "#plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=18)\n", "#plt.ylabel('Number of Pairs', fontsize=18)\n", "#plt.legend(loc='lower right')\n", "#plt.show()\n", "\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "sel=(sym[0,0][2]>0)\n", "plt.plot(fid[0,0][0], fid[0,0][1], color='plum', lw=2)\n", "plt.plot(sym[0,0][0][sym[0,0][1]>0], sym[0,0][1][sym[0,0][1]>0], color='purple', lw=2, ls='--')\n", "#plt.errorbar(fid[1,1][0], fid[1,1][1], yerr=fid[1,1][3], elinewidth=2, linestyle='none', color='plum')\n", "plt.errorbar(sym[0,0][0][sym[0,0][1]>0], sym[0,0][1][sym[0,0][1]>0], yerr=sym[0,0][-1][sym[0,0][1]>0], linestyle='none', color='purple')\n", "plt.errorbar(sym[0,0][0][sym[0,0][1]<0], abs(sym[0,0][1][sym[0,0][1]<0]), yerr=sym[0,0][-1][sym[0,0][1]<0], fmt='x', linestyle='none', color='purple')\n", "plt.errorbar(fid[0,0][0], fid[0,0][1], yerr=fid[0,0][-1], linestyle='none', color='plum')\n", "plt.xscale('log')\n", "#plt.yscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "plt.ylim(1e-7,1e0)\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel('ED Correlation', fontsize=18)\n", "plt.title('All Galaxies', fontsize=20)\n", "plt.show()\n", "print fid[0,0][1]\n", "print sym[0,0][1]\n", "\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "plt.plot(fid[1,1][0], abs(fid[1,1][1]), color='plum', lw=2)\n", "plt.plot(sym[1,1][0], abs(sym[1,1][1]), color='purple', lw=2, ls='--')\n", "#plt.errorbar(fid[1,1][0], fid[1,1][1], yerr=fid[1,1][3], elinewidth=2, linestyle='none', color='plum')\n", "plt.errorbar(sym[1,1][0], abs(sym[1,1][1]), yerr=sym[1,1][-1], linestyle='none', color='purple')\n", "plt.xscale('log')\n", "#plt.yscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "plt.ylim(1e-7,1e0)\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel('ED Correlation', fontsize=18)\n", "plt.title('$cc$', fontsize=20)\n", "plt.show()\n", "\n", "print fid[1,1][2]\n", "print fid[1,1][1]\n", "print sym[1,1][1]\n", "\n", "\n", "\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "sel=(sym[2,2][2]>0)\n", "plt.plot(fid[2,2][0], abs(fid[2,2][1]), color='steelblue', lw=2, label='Unsymmetrised')\n", "plt.plot(sym[2,2][0][sel], abs(sym[2,2][1][sel]), color='midnightblue', lw=2, ls='--', label='Symmetrised')\n", "plt.plot(sym[2,2][0][(sym[2,2][1]<0) & sel], abs(sym[2,2][1][(sym[2,2][1]<0) & sel]), 'x', ms=8, color='midnightblue', lw=2)\n", "plt.errorbar(fid[2,2][0], fid[2,2][1], yerr=fid[2,2][-1], linestyle='none', color='steelblue')\n", "plt.errorbar(sym[2,2][0][sel], abs(sym[2,2][1][sel]), yerr=sym[2,2][-1][sel], linestyle='none', color='midnightblue')\n", "plt.xscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "plt.ylim(1e-7,1e0)\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel('ED Correlation', fontsize=18)\n", "plt.title('$ss$', fontsize=20)\n", "plt.legend(loc='upper right')\n", "plt.show()\n", "print fid[2,2][1]\n", "print sym[2,2][1]\n", "\n", "\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "plt.plot(fid[1,2][0], abs(fid[1,2][1]), color='gray', lw=2)\n", "plt.plot(sym[1,2][0], abs(sym[1,2][1]), color='green', lw=2, ls='--')\n", "plt.plot(sym[1,2][0][sym[1,2][1]<0], abs(sym[1,2][1][sym[1,2][1]<0]), 'x', ms=8, color='green', lw=2)\n", "plt.errorbar(fid[1,2][0], fid[1,2][1], yerr=fid[1,2][-1], linestyle='none', color='gray')\n", "plt.errorbar(sym[1,2][0], abs(sym[1,2][1]), yerr=sym[1,2][-1], linestyle='none', color='green')\n", "plt.xscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "plt.ylim(1e-7,1e0)\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel('ED Correlation', fontsize=18)\n", "plt.title('$cs$', fontsize=20)\n", "plt.show()\n", "print fid[1,2][1]\n", "print sym[1,2][1]\n", "\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "plt.plot(fid[2,1][0], abs(fid[2,1][1]), color='pink', lw=2)\n", "plt.plot(sym[2,1][0], abs(sym[2,1][1]), color='hotpink', lw=2, ls='--')\n", "plt.plot(sym[2,1][0][sym[2,1][1]<0], abs(sym[2,1][1][sym[2,1][1]<0]), 'x', ms=8, color='hotpink', lw=2)\n", "plt.errorbar(fid[2,1][0], fid[2,1][1], yerr=fid[2,1][-1], linestyle='none', color='pink')\n", "plt.errorbar(sym[2,1][0], abs(sym[2,1][1]), yerr=sym[2,1][-1], linestyle='none', color='hotpink')\n", "plt.xscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "plt.ylim(1e-7,1e0)\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel('ED Correlation', fontsize=18)\n", "plt.title('$sc$', fontsize=20)\n", "plt.show()\n", "print fid[2,1][1]\n", "print sym[2,1][1]\n", "\n", "\n", "\n", "\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "\n", "plt.plot(fid[0,0][0], abs(fid[0,0][1]), color='plum', lw=2, label='All')\n", "plt.errorbar(fid[0,0][0], fid[0,0][1], yerr=fid[0,0][-1], linestyle='none', color='plum')\n", "plt.plot(fid[1,1][0], abs(fid[1,1][1]), color='purple', lw=2, label='$cc$')\n", "plt.errorbar(fid[1,1][0], fid[1,1][1], yerr=fid[1,1][-1], linestyle='none', color='purple')\n", "plt.plot(fid[2,2][0], abs(fid[2,2][1]), color='steelblue', lw=2, label='$ss$')\n", "plt.errorbar(fid[2,2][0], fid[2,2][1], yerr=fid[2,2][-1], linestyle='none', color='steelblue')\n", "plt.plot(fid[1,2][0], abs(fid[1,2][1]), color='gray', lw=2, label='$cs$')\n", "plt.errorbar(fid[1,2][0], fid[1,2][1], yerr=fid[1,2][-1], linestyle='none', color='gray')\n", "plt.plot(fid[2,1][0], abs(fid[2,1][1]), color='pink', lw=2, label='$sc$')\n", "plt.errorbar(fid[2,1][0], fid[2,1][1], yerr=fid[2,1][-1], linestyle='none', color='pink')\n", "plt.xscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "plt.legend(loc='lower left')\n", "plt.ylim(1e-7,1e0)\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel('ED Correlation', fontsize=18)\n", "plt.title('$sc$', fontsize=20)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1 Halo/ 2 Halo Decomposition" ] }, { "cell_type": "code", "execution_count": 47, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", 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DxjbHBhFVfQXAKzU1NZuzXZZM6bl9B3/xL++j9UonfvC1J9F/5y5+efIqSovycbO3H3/z+gkAQI4AK+6vxNql0/GJRdNQNqEgyyW3r8iOAxML8/GfNw1uEvY+OBP3VZXivqoSAEBRQR6uBHvw4dnrWDV3Cr7whPHD5aNLnfhPf/9rPLZgGn7/N5aagaUXH13uRO/tu7gcvIV9H1zAiYtBo7PA3qN4YtE0bFgxCw/eX8mEPo0Jjg0iTnSh4yY+vtqNxxcZv4qL8nNx8mIQVzp78J9+8mscPd+Bvjv3ABhjKR6YXYG1S4xBgOUlhVksubP8pmf2oG2fXjkb86vL4J46KbztfMdNBG/exq2+fhQX5GH25BLMqJiIb/3DAagq/nHrBuz74AK2fnY59h4+j0Nn2vH6hxfx+ocXMdVVjPUPzsS65TMx1TVhNP88opSkNYiIyOdU9R/TeU4ydNzoxe99/xcozM/FT/7wKXx49jr2H72I6zeN7rjvnbkGAFg8w4U1S6djzeJqTJ5UlM0ijyszK0sws7IkatuaJdVYMrMc/Xfvhbd13upDRUkh7qmGe709/eBMrF5SjY7uPuw9fB7N75/HlWAPfvTGKfz4jVNYPqcSG5bPwicWTRsTPeVofLEURETkKQDumM0uAJsAZDyIiIjbvJ4XQJOqBjJ9zdF0rasXP9x/Ajd77+BPNq4EAEwqLoB76iTc6uvHl//r6+i5PdB2P7+6DGuXVGPNkmr+arWRHBFMKYtOnleUFOGHX38KdyICy9lrN/DNH/8SW9Ytwe88uQDPrZ2PQ6fbsffwObx17DIOnW7HodPtmFiYhycfmI4NK2ZhQXVZ3N5eRKMt5SAiIi/CCCDxvrhdKZ7Lo6r+iMe1AIIAPKq6a5hDParaZP4nqgUw3L62197di/buXiyYbrx8xQW58L1/AaqKN49dQktrG94+fhndERMdzplSirVLp2PNkmrMqJiYraKTRaHR/s+tmY+9h86hvbsPvzp1FWuXTkeO2fnB456M7k/14xdHLmLv4XM4ebETrx48i1cPnsV9VSXYsGIWnl42I9x1mSgbrNREDqjqN+M9ISIHkj2JiHgB7ASw0nzsAQBV9YmIOzbARFLVJvOuF0BTvH3GiqPnr+P/+tt3MGdKKV7asgb3VNF6pQvLZleg9UonvtM08BLMnlxi1DiWTsfsySXDnJXGii+vXQBVxeyqEnxi0UAPsFCPu9LifDxTcx+eqbkPZ65247XD57Dv/Qv4uO0GGpqP4a/3Hccj86dgw4pZWDWvihNT0qizEkSGnBlPVX+a7EnMYNERsWkTgGbzfgBGgPCbtZNIPlUNmkHIN5aasi503MS/HDiDScUF+NKa+QCMpqjyiQUoLszDX/7rB3jnxBW0dw9MOzK9YgLWLpmOtUuqcf+UUjZhOJCIYP3yWeHH91TxrX84gOX3VeLzj7nDvbTun1KKLeuW4PeeWoRfn7qKvYfO4dcfteGdE1fwzokrKJ9YCO+DM7B++UzMriod6nJEaWUliLSLyP2qeib2CRH5hqr+ucWyuABEBpVKIKrWEXkdL4BtAAIi0hxvHzu40duPW313wu3iN3v78U+/PoPJpUX47SfmGtOqH72EvNwcHD13HUfPXQcATHUVY4050eG8aZMYOMaZQ6fbceCjNpy61Il1y2cOaq7Kz83BJxZNwycWTUN7dy9e/+ACXjt0Dufab2LPuwHseTeAxTNcWL9iFtYurcbEQo49ocyxEkS2A5grInMQnRcRAA8BsBpEkqaqPgC+oZ4XkToAdQAwe/bg7pij4c2jl7Djf76H1Yursf1zDwEA5k2bhM+snI2e23fxu9//BS5HTKUxubQIa5ZUY+3Saiyc7mLgGMc87sn40y/UIC8nJ2G+o7K0CBsfn4vax9w4diGIvYfOYf+RSzh2IYhjF4yJKp9YXI31K2biwfs49oTSz0oQmQtgMwY3a5UDiJsrSVIQQGh+CheAdqsnUtUGAA2AMQHjCMqUlHPXbuD1Dy5gztRJWLOkGgAwd9okqAK9/XfxcVs39h+5hP1HL+J8xESH5RMLsXrJNKxdMh1LZpXzPziFPTJ/atTj5sPnceJiEJu9i+N28xURLJlZjiUzy/HV9Uvw1vHLeO3QObz/cQf2fXAB+z64gGmuYqxfPgvrls8c1GuMyCorQWSzqr4XZ/tpEdkxgrI0AggND3ZjmJpGMjI57Ulf/13cuXsvPEXF8QtB/N1bH2Gle3I4iKgCmx53492TV1H30hvhY8smFOATi6Zh7dJqLJtdyYWTKKGe23dQ33wU3T39WDa7YshFv0KKCvLgfXAmvA/OxKXrt7D38Dk0Hz6Py8Ee/HD/Sfxo/0k85J6M9ctn4vGFHHtCI5NyEAkFEBF5HkbPqgoAzar6gyGCS1xmwrxGRGpVtUlV/SJSY+Y7gkP1zMq2V1rOYLfvODY9PjecHH94/hQ8U3MfFs9wofHtVrxx9GLUYk4lRXlG4FgyHSvmVLIHDaWkuCAPL37pEbxx9FL4R0qyqssn4CtPLsRzaxbg0Jlr2HvoPN4+fhn+wDX4A9dQUpSHTz5gJOPnc+wJWWB1sOFeGPmQVvPfGhHZAuBpVe0a9mCTmQxvitnWYKU8Q5x/xHNnXTCbnk5d6sT86jIAQNWkYvT138XF68ZzVzt78OaxSzh5sROvtHwcPnZCQR4eWzgVa5dWw+OuQn6KqwASRZpXXYZ55mcQAK7f6MNu3zHUrVuc1DiR3BzBSneVMaFkTz9+ceQCXjt0HqcuGZ/bV1o+xpwppVi/fCae4tgTSkHKi1KJyDcA7FbVzpjtLgDPj6B3VlpFNGdtPnXqlKVzhNad+K1H5uCr65cAMBY/OnO1G8fOX8f+o5dwxOxRBRhzWT26YCrWLqlGzbyqhKsAEln13Z/6sf/oJTy5dHq444YVgStd2Hv4PF7/4AI6b90GYAScRxdMxfrlMzn2ZBzL2MqGIvL5ocaDDPdctoxkZcPjF4L4w795G3/2xYcxb9okvHX8MvYfuYgPPu4Ir8lRkJeDh+dNwdql0/Hw/CnhJVyJMulqZw9eeu0I/v2nHkjLHGn9d+/hVyev4LXD59Hy0dXwqo8VJYV4etkMrF8xyxYDXLkS5OjJ5MqGw0Ud26y1m47E+vQKYx6qn/4ygEOn23HPDLj5uTlYObcKa5dUO3YxJ7K3KWXF+Naz0f+/f/LGKaxZUo1ZFr7s83Nz8MTiajyxuBrt3b3wvX8Bew+dw/mOiLEnM13YsGIW1izJ3tgTrgRpP1ZqIpthJNLPxGxfAWCdqn4vfcUbOas1kT3vtOK///xEeDGn3JzQYk7T8djCqSjh4kFkI28evYTv/NSPsgkF+OEffDItyxurKo6ev469h85j/9GL4Uk/C/NzsXqxse7JstkVo5qM3/DCq3jtTz49atcbzzJWE1HV3SLykoisxMBgQzeAgKpuSvV8djWjcmK45vFHn1mGTyychklczIlsyjN3Mp5eNgMPzK5ISwABjLEnoeWFv7ZhCd48Zow9+eBsB3zvX4Dv/QuoLp+A9cuN7sQcezI+pVwTCR8o8hAGxnW0pNK9dzSMNLHef/cebvb2Y9N/8fGXD40ZkUslHz7TjhwBlt1XmdZrXOi4iWZz3ZNrXb0AjOkqPO7JWL9iFh5fODVjnUpYExk9mcyJAAiPF4kKHCLyvKr+wOo502mkXXzzcxNPOUFkN6EA0nnrNl78n+8heLMPLz73KJbfn75AMqNiIv7dJxfiy2sX4L3T1/DaoXN498QVHAxcw8HANZQU5eOT5ronnPvN+RIGERH5KwD1qnrIfPzaULvCGHxoiyBCNJ5NLMzDp1bMwofnOvDA7IrEB1iQmyOomVuFmrlV6Oq5jZ9/eBF7D53DR5e7osaebFgxC08tm4EyNgc7UjI1kc6YxwJjBt3YubMEwIvpKFQ6ZHLaEyK7y8vNwVc+uRB3790LT63Tc/sODra24YnFqY16T8ak4gJ8dtX9+Oyq+9F6uTM89uT01W68tPcofuA7hkcXTMWGFbOwcu5kjj1xkIRBJM4CVFtU9XS8fUVkW1pKlQbpGLFOlEkX2m/i+z/7EOUlhSifWIiKkkJUlBQZj0sKUV0+YcQzHUR+Wb/02lH87NA5fGn1fPzOk5nrJjt3Whm+Nq0M/8fTi/Crk1ex9/A5tLS24a3jl/HW8cuoKCnEugdnYv2KmYPWpaexx0rvrLgBJNFzRBTtSmcPDgauDfl8w1fX4D5zcam/e/MUTl3qRHlJISomFoYDTUVJEaomFaGyNPGAw0UzXXjnxOWU59+yqiAvF6uXVGP1kmpc6+qF7/3z2Hv4PC503ETjO61ofKcVS2eVY8OKWVi9uJrjrcYoK2usT4qcH8tcV8QD4Lqqvp7OwhE52bxpk/DCF1bh+s0+dNzow/Ub5r83+9BxoxflJQMdOz48dx0HW9vinqdmbhX+7IsPAzAWQvvTPQdREQoyZg2nvKQIi2eUY/fX1kZ1GHn/43YsnVWR8dmkJ08qwheemIdNn5iLI+euY+9hY92TI+eu48i56/hvPzuC1UuqsWH5TDwwymNPaGSshP46RCw8ZdY+TgOAiHxOVf8xTWUbEeZEyO4mTSjAw/OnJLXv731yIX5jxSx03DSCzfUbfeH7s6sGmoTau3tx+MzQS/F890sPY6W7CgBQv/co/vFXp1FRUogNK2ahstRoVisvKcTk0iJMdU0Y2R8Yh4jggdkVeGB2Bb62YSneOHoJew+fx4dnO4xuw4fPY3rFBKxfPgveB2egahLHnthduuuP7jSfzzLmRMhJYmfxHcqUsmJ890sPDwSaiNrN9Rt9mBzR7HX22g0AQMeNPvz9Wx9Fnef+qlLUf3UNAGPsyTd/8itMKi4wajUTC1FROpDHmVY+wdI0KMUFediwYhY2rJiFC+03jXVP3j+Pix238N9/fgI//MUJeNxVWL98Jh7L4NgTGplkuvjOAeAFsA5AGQC3iKyL3Q3AHAD1aS8hESWtuCAvXNNIZMv6JXjywnX09t9F583b6LjZh0sdt3Cjtz9q/q1bfXdw6PTQtZv/+988iPXLZwEwpl/52aFzcXI3xm2oRPqMyon43acW4XeeXAh/oA2vHTqPd09cRktrG1pa21BabIw9IftJpnfWaQC7AewWkZdhrDgYb92PQOz08ERkX7Mnl0TNzNvbfxd/8IO3cE8Vz5kLrgFAQX4udj73SFSNJpy76e7DlIgmp9NXu9EyRO6mpCgfP/3j9eHH32ny455quHYTCjblJYX4+m8+gK//5gP4+YfGuietV7rwLwc+jnteyq5Um7M2A/DGTnFi1lbKMXhMCRGNEcGbfQCMZoWKiKR+fm4OVsyZnNQ51q+YiYUzyqI7CpgBJ3ZOrwMfXUVv/9245/nKkwvwxdXz8dmH5+D+KZPw0t6jCFxJar07GmUpBRGzphFvvZB2AJV2mvaEiXWi1ExzTcBfPv8EOm4MfOHfvXcP3T39SU8BNM01AdOSSMirKr7zxVDuphftEcHm+o0+TC+fGN73QsdNBhAbs7o87v0w8iSumKfWwSbTnjCxTpS6wvxcVJcPBIG/f6sV/3LgDLb91oqkcy3JEBEsS3I6lkfmT8F/+MyD+C//6/20XZ/SJ+XhsCLyeRg5kXkAHoZR+51s3t+Y1tIRUdbcM9cT6bp1GzlZHLdRWVqUsfm/nO5H+09m/BpWaiJuVV0PACLytKruCz0hIk8B4IBDIgfIEcF3fnsVPjzbgQcjppPvuX0HxWlasyRpHHtoyWisBGllYp5AxP3Y5qxRISIuEfGKyFYRyUoZiMaDHJGoAPJxWze+/F9fxystH8PqWkTkLFaCSAVgrB0CwCcijRHPxY4fGZaIeGIe14aCQ4JDawC0wJhJ2DYDHImc7u3jl9Hd048TF4OjOjUJKyL2lXIQMZfH3QzgWQAKYI+I3BORdhi9tJIiIl4Y409Cjz3m+X0AgrEBJqYMPvOuS1X9qf4NRGTNF1fPx/+zcSX+/Yal4W13793L+HU5l5Z9WZpnWlV3q+p6Ve1S1SYYY0RqVPXPEx0bcQ4fgI6ITZswsEZJAEbvr1DtJPLmEpE6VQ0C8CdRayGiNHp80bTwjLt37yn+49/9Gn8+6j3EAAAXKUlEQVS97zj672Y+mJD9pCU7Zo4fGelAQxeig0qlee6m2B1FxGfWZNwABj1PRKPj2PnreP9MOz6+egOff3ROxpaUZj3EvtLaxUJEvpFKbcQqVQ0gOsEfW446GLMNY/bs2ZkuDtG49cDsCvz5Vx5D/5174QASSrintQmKUcS2hg0iIvLHMJuVkhBaY91qEAnCTNrDqJUknV+JpaoNMOf3qqmpYRcSogxaOit6DMfew+dxsLUNX//0MpQUpT67L40tiWoilTC+jJNJXo90jfVGGL2uAKOZyjfMvokLw2lPiEZdX/9d/O3rJ3D9Zh8eXzgNT6Zp5l1WROwrURBpjJ1scTiprLEuIrUAakSkVlWbVNUvIjVmriPIXldEY09hfi7+4iuP4edHLmLt0vQtw8veWfY1bO+soQKIiGwWkQMissN8XCYiT6WyxroZOMojE+eq2qCqPrM5akRU9RVVrSsrS7yQDxGlz4zKiXhuzfzwF397dy++/XILrgRvZblklAlW5s76Yxg5i2dhNjmpaqeqvi4in0tz+SwTkWdEpKGzk7PTE2XTX+87jndOXEFD87FsF4UywErvrICq/hQIryMSyTZ1Ts7iS2QPW9YvQU6O4Hc/uTDbRaEMsDLY8HrE/digUT6CsqQVayJE9lA2oQDf+DfLURmxvvvfvH4cJy8GhzkqGlMi9mUliKw01xMBjGlPAIRn8LVNEGFOhMie3j5+GY1vt2L7T36Fm339SR0j9mnkoBgpN2ep6vdEZK/ZlBUUkQAADwC/qm5KewmJyFFWzavCv334fsyZUoqJhRxHMtZZGrGuqutF5CEMjOt4MZWuwKOB40SI7KkgLxdfi5jAEQAOBtrQ138Xjy+cFvcYNmfZl5XeWS+ba6m/Z07EuNtuAQRgcxbRWNF16za+90+H8e2XD+LAR1ezXRxKkZWcSLOqxl1HXUQmjbA8RDTOlBTnY+PjbqycWwVPGtdxp9FhJYi0RiTWY9VZL0p6sXcW0diQI4LPP+rGn/32KuTmGO1WPbfv4GfvnY2YzDGbJaThWMmJPAtjupIyGDPphvrplQN4GtYnYEwrjhMhGlsipzb5bz87gr2Hz+PjthvYsn5JFktFiVgJIjUAtiF67Q9g5BMwEhEBAB6ePwUHA23YsGIWAHbxtTMrQWTzMHNqJT0BIxHRUFYvrsYj86egIC8XAJuz7MxKTmS7iDwf7wk79dJiToRobAsFEAD44GxswwfZhWN7Z7GLL5FzFOfnJt6JssKxvbOIyDnmT3dluwg0BMf2ziIiosxj7ywisj3m1e3Lsb2zOHcWEVHmpZwTCQUQEXleRP5KRBpDvbXs1DuLiXUiB2FVxLasJNYhInthNGsFALTAyJEcsFPvLCJyDg42tK+Um7NE5BsANqpqZ8x2F4zeWUysExGNE1ZqIqdjAwgAqGoQwOmRFyl5IlI/mtcjouzgiHX7shJE1OJzg4iIJ+ZxrYh4RWRrkscmv0gzEY1ZjCH2ZSWIVMYbbCgiKwDMTfYkIuIFsDvisQcAVNUHY9ldzzDHusAAQkSUdVbWWN8tIi+JyEoYiXUAcAMIpLLGuqr6RCRyrMkmAM3m/QAALwC/iNTGHOqDkdTvAOAWEbeqBkBEzsWqiG1ZXWP9qzFrrLekoXuvC9EDGCvNazXF2ddn1kY4FwLROMDeWfaVMIjEdttV1S7z3/cAZG1ciJnIX5et6xMRUXI5kU0AzsDoebU9Mh8iImUi8nlz4OFIx4gEAVSY910A2q2eSETqRKRFRFra2tpGWCwiyjb2zrKvhDURMwcCVd0d57lOAD8FABHZjIhEuQWNGGgec8PIfViiqg0icgnAMwUFBStHUCYiIhpGwpqIiDwfL4DEMoNN3MWqhjhvLYyR7rXm8X5zuxdAMPTYKk57QuQcrIjYVzKJ9VTev6T3NRPmTTHbGlK41vAF4QSMRM7B9izbSiYnkspPef7sJyIaR5IJIpUpnC+VfTOKzVlEzsF6iH0lE0RERJ5KYqenYKP3WkSeEZGGzs5B03wR0RjD1iz7ShhEVPWbAL4pIvcNtY/Z7Xebua8tsCZCRJR5yY5Y/yaAfSLSDGNqksjpTjYB8ADYmP7iERGRnSUVRMzutvNE5CUAu2AED8AIJs2qOj9D5bOMvbOIiDIvpVl8VfWrqjoPQDmAclWdp6pfy0zRRobNWUTOIUyK2JbVCRiZrSaiUcMQYl+W1lgfC9g7i4go8xwbRNicReQcbM2yL8cGESJyEkYRu2IQISIiyxwbRJgTIXIONmfZV0pBRESeEpEdIvKaiBwQkb8Skc9lqnAjwZwIkXMwhthXUkFERCaJyF4YU7fPhbEs7j4Y7+0uM6AMOS0KERE5U7LjRF4H8JKqro/3pLmQVBOAVekqGBFRSORgQ1Xl4EMbSRhERGQHgM2q+t5Q+6iqT0Q6RGSHqm5PawmJiMi2kpoKfrgAEmLOr9Ux8iKlBxPrRM6k2S4ARUkmiLSncD7bvL9MrBM5S6gBS23zLUNA+rv4sqGSiBxt48aNCAaDo37dYDCIXbt2YdeuXVkrQzzJJNZTifv8jUBEGSESqoUosvF7tampCYFAAD6fb9SvDQA7duzAzp07w2V5+umncfDgwayUJVIyNZEt5tiQhDcAWzJdYAAQEbeI7BGRutG4HhHZQXYbOmpra7F161ZUVFTEfX7Xrl0oLy9P+bxNTU0J9wkEApg7d25UWfx+PwKBQHib1euPVDJBpBLG2JBkbvFf3SGIiCfmca2IeEVkaxKHb1bVhlSuR0Rjn11zIh6PB16vN+XjDhw4kHCfYDCILVsG/0aPbNKyev2RSqY5qyHZtdNF5MVkL2yOLdkJYKX52AOEuwu7RcRj9viKpwOAW0TcAHyqao/GQSLKGBEAat828+bmZmzatCkj5/Z4PFFNV36/P7x9NK4/nIRBJNkAYmFfn4hEdgneBGP9dsBYdtcLwC8itTGH+gDUmMcDwLMAWCMhGqM2vPBqSvt/5rv/mrZrv/Ynn07buXw+H1atWgW/3w+fzwev1xv1JT9Skeeqr68P50eGu/5oSGrEuojcD6O5ql1VD0VsfwjGeutuGD8QDqrqzy2WxYXocSaVAKCqgxoMRSRg1lxqYAQVIqKsCQaDCAQC8Hq9cLlcCAQCaGxsTGsQCQnVQrZuHWj1H+r6KFmT9uvHSmbE+l0AuwDsUNWuyOfMQYjvmftthfGFnpuBckZR1VA2aajmLiIaI5KtDXzmu/+K/rv38Mr2T6EgL+NfMynx+Xyoq6uDy+UCYOQ5Vq0aPAtUMBjEtm3bora1tLRE5TtcLtegWkak+vp61NfXJ3X9Q8cs/0lJS6Ym8l4yU5mo6i4ReXYEZQliIDHvQmqDHKOYvbbqAGD27NkjKBIRUWKNjY1RgaCpqQnbtw/+2nS5XIMCwLZt24YNGsPtGwgE4Ha7h7z+7mNvp/qnpCyZ3lnh5iIReUhEno+4xU4D3zKCsjTCaBaD+a/lZiqz19a3AfgLCgpGUCQispts987q6Bg8u5Pf7w/nIPx+P9xuN1wuV1rHlDQ0NIQT54FAAA0NDeHuxkNdv7310JDnS5dkaiLXQndU9T0R6QRwAMBKVT0Ts29rshc2E+Y1IlKrqk2q6heRGrPXVnCYnllJUdVXALxSU1OzeSTnISJ7yPbEvT6fD83NzQgGg9i8eTPWrVuHuro6BAKBqNyH2+2Gx+NBU1MTamtj+wVZEwgE4nbxTXT9yrkr0nL94SQTRKLeOlUNiMjuOAEkJWbCvClmW9p6WYnIMwCemTdvXrpOSUQ2kK2KiNfrhdfrHdT05Ha7sWfPnvDjRDkNK9xuN3SIKthw19+dYs83K5JpzopX8mtxtg21LxHRiIV/zWa7PSvN4iXgx5JkaiJbRKQyZps3zjYAqAXw5yMv1sixOYvIYbLdnpUh6WryypZkgkho2pNIp+NsA1Kc9oSIKFXOqoeMfVmb9iTTmBMhchauJ2JPCXMimZr2JNO4KBURUeale1Eq2+DyuETOEkqJKBu0bMWxQYQ1ESJnES6cakuODSJE5FCsiNiKY4MIm7OIHCbcnEV24tggwuYsImexS2PWxo0bo1YUHO+SWk+EiMgustXFt6mpCYFAIK2TKjqBY2siROQs2e6dVVtbi61bt4Znzo21a9culJeXj3Kpss+xQYQ5ESIaTR6PZ9SWpLUTxwYR5kSInMbemfXm5ubweh/jiWODCBE5i93nXwzlSvx+P3bt2hVeC93pGESIKOs2vPAqNsSsffGtfziADS+8il+evBK1feNfNOP/+1/vhx+3d/diwwuv4rf/3+iE9+/vfhMbXngVpy4NNGn/aP9JbHjhVfxo/8m0lj8YDCIQCMDr9cLj8YSXrB0PGESIaEywc0XE5/Ohrq4OLpcLAHDgwIExv05IshzbxZez+BKNHa/9yacHbfvTL0R/CYvZntX4H7xwTSwMb68sLYp7/Pc3rx607ctrF+DLaxeMtLiDNDY2Ri1f29TUhO3bt6f9Onbk2JoIE+tElAkdHR2Dtvn9/nDPLL/fD7fbDZfLNS7GlDg2iBCRM2VrsKHP58O2bdsQDAaxefNmNDQ0AAACgQA8Hk94P7fbDY/Hg6ampnHR5dexzVlE5CzZ7p3l9Xrh9Xqxc+fOqO1utxt79uwJP3a5XIP2cbIxG0REpA5AAECHqo6PvnRExPVEbCarQUREPJEBQERqAQQBeFR11zDH1QHwqWpgFIpJRDYQWk+Ey+PaS9ZyIiLiBbA74rEHAFTVByAYejyElQA8IlIrIu7MlpSIiIaStZqIqvpEJLKbwyYAzeb9AAAvAL9ZO4nkA9Bq/lsBoBbAkLUWInKGbOdEKD475URcACKDSiUAqGpT7I4i0gAjyADAoOeJiGh02CmIJE1Vg2DwIBqXmBOxFzuNEwnCaJ4CjFpJu9UTiUidiLSISEtbW1taCkdE2ZXt9UQoPjvVRBoB1Jj33TByHpaoaoOIXALwTEFBwcp0FI6IsktsPXvW+JXN3lm1AGpCifNQV1+z11ZwpGM/OO0JkTOxOctestk7qwkxeQ1VbUjX+TkBI5HDsCJiS3bKiRAR0Rhjp5xIWqnqKwBeqamp2ZztshDRyIUqIprF9qxgMBieePHAgQPYvXt3eA2R8cqxQYSInEVsMNpwx44d4ckVm5qa8PTTT+PgwYNZLlV2ObY5S0SeEZGGzs7OxDsT0ZiRrXpIIBDA3Llzw49ra2vh9/sRCAxM4bdr1y6Ul5dno3hZ49ggwt5ZRM4SrodkKYoEg8Go1Qsjt4d4PJ5xsYZIJMc2Z7F3FtHYseGFV4d87g8/vQy/6ZkdjiJf+cufD7lv5DK5v7/7TXx0uSvufr/x0Cz80WceTKmMHo8nqunK7/eHt4c0Nzdj06ZNKZ13rGNNhIgoSZEBo76+ftDiU6HlcP1+P3bt2hUONE7m2JoIEY0dkTWIoYSas/7295/E9IqJCff//ubVIyzV0ELBYevWreFtwWAQgUAAXq8XLpcLgUAAjY2NUYHHiRxbE2FinchZ7NA7K6S+vh719fVR23w+H+rq6sJdfg8cOIBVq1Zlo3ijyrFBhM1ZRM6U7VlPtm3bFtWMFeqd1djYiHXr1oW3NzU1jYsku2ODCBFRujU0NIQT54FAAA0NDaioMCYf9/v94aDh9/vhdrvhcrnCeRKnYk6EiMaWLFVFAoFA3C6+dXV1CAQCUbkPt9sNj8eDpqYm1NbGLs7qLI4NIuziS+Qs2V5PxO12Dznlitvtxp49e8KPXS7XoJ5bTuXY5izmRIicheuJ2JNjgwgRORPXE7EXBhEiGhPCs/hmtRQUi0GEiMYGtmbZkmODCAcbEjkU27NsxbFBhIl1ImdhRcSeHBtEiMiZWA+xFwYRIhoTQnNnsTXLXsbkYEMRqQWwCUAHgFZV3ZXlIhERjUtZDSIi4lFVf8TjWgBBAJ4EgcGvqk0i4gXQkulyEhFRfFlrzjIDwO6Ixx4AUFUfgGDocTyqGoi4HxxqPyJyjvC0J2zPspWs1URU1SciHRGbNgFoNu8HAHgB+M3aSSSfqgbN7QEQ0bjAaU/syU45EReMHEdIJQCoatMQ+7sBOHuOZSIahPUQe7FTEEkJk+lE48tAc1Z2y0HR7BREggAqzPsuAO1WTyQidQDqzIc3ROTESAom3xryqTIAozUkPl3XGsl5Uj022f2T2S/RPsM9PxnAtSTKYSdj8bM1knMlfdy8b6W0/7j/bMX5/kr2tbsvqQuoatZuAJoj7nsA1Jn3t8LooZXV8iVR/oaxdq2RnCfVY5PdP5n9Eu0z3PMAWrL1Gcn2+z3a17J6Ln62Ru+W7s9WNntn1QKoCSXO1ezqa/baCmpE118be2UMXmsk50n12GT3T2a/RPuM5nsxGsbiZ2sk5+Jna/Sk9e8RMzIROZaItKhqTbbLQc7DzxanPaHxoSHbBSDHGvefLdZEaFwREReAGhidN3zKwaqURuYg6Qo1Bk2PC6yJkKPEznQgIrUi4hWRreamOvM/uA8DPfiIEkriswUYg6Zdo1uy7GIQIcdIciqduea2YOg+USIpTNPUmIXiZRWDCDmG+R86diqdUHNVaCqdIBBu1mod1QLSmJXkZ2tcstNgQ6J0izeVTn3EfGzjPilKlsWdpglGvm2uiIybfBuDCI0raswAzYk7KSNUddz9MGFzFjlZ2qbSIYrBz5aJQYScrBHGbM8AZ32m9OJny8QgQo7hkKl0yIb42RoaBxsSEZFlrIkQEZFlDCJERGQZgwgREVnGIEJERJYxiBDZhIi4RWRntstBlAqOWCeyAbPr6Lpsl4MoVayJEMVhTvE9apPqqWoTgD2jdT2idGEQIYpvy3haWIjIKgYRovg6Eu0gIh4RaRaRUR+xKyI7RaRVRIadzt7cT81/x9ViSTQ6mBMhimHmJ5oT7aeqfhEZtglKROow9Ep3fqu1HVXdJiIHAOwUEU+CaTcCqrrNynWIEmEQIRpsk6puTHLfjRgm4IzC1OD1ALaYtyhmTqcZQG3sc0TpwuYsosESNmVFqAHQlKmCJKEJwLNZvD6Nc6yJkGOYzVBuGItO+QF4AKwC0Jxss5HZ/JRUL6mIdbXd5n03gFUp1GIiz+WFUZvwiEhdsjUYVQ2ISIuI1Jo9vELnc8F4HdyR+5vl3G0+Vx8qP4C58Zq8RGQrBhbxqhiPiy7R8BhEyBFExA1joSAfgH0ANqtqk4hsQWprqa9LIQiEugAHzBUTYSa7E+UoBjGDnNXeYKEmrcgaUY2q+szXJfI6fhHZZh7TElrC1ezS3Kyq4bEq5sDHA6HgJCKu2GBFxOYscgq3+UVcA+NLvQkAVHVdsr+ezV/vqTRlrQOwIxRAQuWAEcxGjfm31qTQ+6oDxmsULqf52rlDY2PMc9XFBIw6cEAkxWAQIUeIaK5aB2PVOSueRWoD/rwAwgEq9Ks/JqiMlpdhfMmHmqxaLJwj1AQIGH9b1N+hqrsAsJcXRWEQIafxwnqz0LoUcicexPyah9ELKltNPaEmLcDIXWSkNpSp89LYxSBCjmHWBFxWliq10JS1CYOD1RaYyerRnDIFiFqu1ZNo32F4MPA3+RCTlCeKh0GEnGQktZBnMdBbKdlrxY4PcZvJ7FrENAVlSOyXfD2A3UnWpqJyKGaZ/aFgZNY4XjZ7qyFiv1ENjmR/DCLkJHNhfRLDdSnWYFwYHLAazC/dYKbzImbPqZ0iUh8RDJoiy2QGhm0wEuax0560wAgk3lDX6Nheaaq6BYBLROpEpNbsmcX5xCiKqI76tD9EtmJ+uW4fL1ODmE1eOyO78xJZxZoIkdGryWqPLqJxjUGEyBhlnnIynogYRGicM5uyDmS7HKMl1JQFwGtOaUI0IsyJEBGRZayJEBGRZQwiRERkGYMIERFZxiBCRESWMYgQEZFlDCJERGTZ/w+sflYuPZZdsgAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[3.28992812e-02 7.95314057e-03 2.73726062e-04 2.79242735e-06\n", " 0.00000000e+00]\n", "[0.00057258 0.02467118 0.04058365 0.01513896 0.00462133]\n" ] } ], "source": [ "fid_1h = {}\n", "sym_1h = {}\n", "fid_2h = {}\n", "sym_2h = {}\n", "\n", "base = '/Users/hattifattener/Documents/ias/mbii/2pt/ns300_nd1000/v9/'\n", "for i in xrange(2):\n", " for j in xrange(2):\n", " fid_1h[(i+1,j+1)] = np.loadtxt(base+'ED_corr_%d%d_splitby%s_1h.txt'%(i+1,j+1,central_name)).T\n", " sym_1h[(i+1,j+1)] = np.loadtxt(base+'symmetrised/ED_corr_%d%d_splitby%s_1h.txt'%(i+1,j+1,central_name)).T\n", " fid_2h[(i+1,j+1)] = np.loadtxt(base+'ED_corr_%d%d_splitby%s_2h.txt'%(i+1,j+1,central_name)).T\n", " sym_2h[(i+1,j+1)] = np.loadtxt(base+'symmetrised/ED_corr_%d%d_splitby%s_2h.txt'%(i+1,j+1,central_name)).T\n", " \n", "fid_1h[(0,0)] = np.loadtxt(base+'ED_corr_%d%d_splitby%s_1h.txt'%(0,0,central_name)).T\n", "sym_1h[(0,0)] = np.loadtxt(base+'symmetrised/ED_corr_%d%d_splitby%s_1h.txt'%(0,0,central_name)).T\n", "fid_2h[(0,0)] = np.loadtxt(base+'ED_corr_%d%d_splitby%s_2h.txt'%(0,0,central_name)).T\n", "sym_2h[(0,0)] = np.loadtxt(base+'symmetrised/ED_corr_%d%d_splitby%s_2h.txt'%(0,0,central_name)).T\n", "\n", "\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "sel=(sym[0,0][2]>0)\n", "plt.plot(fid[0,0][0], fid[0,0][1], color='plum', lw=2, label='$1h + 2h$')\n", "plt.errorbar(fid[0,0][0], fid[0,0][1], yerr=fid[0,0][-1], linestyle='none', color='plum')\n", "mask1 = fid_1h[0,0][1]!=0\n", "plt.plot(fid_1h[0,0][0][mask1], fid_1h[0,0][1][mask1], ls=':', color='plum', lw=2, label='$1h$')\n", "mask2 = fid_2h[0,0][1]!=0\n", "plt.plot(fid_2h[0,0][0][mask2], fid_2h[0,0][1][mask2], ls='--', color='plum', lw=2, label='$2h$')\n", "plt.xscale('log')\n", "#plt.yscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "plt.ylim(1e-7,1e0)\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel('ED Correlation', fontsize=18)\n", "plt.title('All Galaxies, unsymmetrised', fontsize=20)\n", "plt.legend(loc='lower right')\n", "plt.show()\n", "print fid_1h[0,0][1]\n", "print fid_2h[0,0][1]\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "plt.plot(sym[0,0][0], sym[0,0][1], color='plum', lw=2, label='$1h + 2h$')\n", "plt.errorbar(sym[0,0][0], sym[0,0][1], yerr=sym[0,0][-1], linestyle='none', color='plum')\n", "mask1 = sym_1h[0,0][1]!=0\n", "plt.plot(sym_1h[0,0][0][mask1], sym_1h[0,0][1][mask1], ls=':', color='plum', lw=2, label='$1h$')\n", "mask2 = sym_2h[0,0][1]!=0\n", "plt.plot(sym_2h[0,0][0][mask2], sym_2h[0,0][1][mask2], ls='--', color='plum', lw=2, label='$2h$')\n", "plt.xscale('log')\n", "#plt.yscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "plt.ylim(1e-7,1e0)\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel('ED Correlation', fontsize=18)\n", "plt.title('All Galaxies, symmetrised', fontsize=20)\n", "plt.legend(loc='lower right')\n", "plt.show()\n", "print sym_1h[0,0][1]\n", "print sym_2h[0,0][1]\n", "\n", "\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "sel=(sym[0,0][2]>0)\n", "plt.plot(fid[1,1][0], fid[1,1][1], color='purple', lw=2, label='$1h + 2h$')\n", "plt.errorbar(fid[1,1][0], fid[1,1][1], yerr=fid[1,1][-1], linestyle='none', color='plum')\n", "mask2 = fid_2h[1,1][1]!=0\n", "plt.plot(fid_2h[1,1][0][mask2], fid_2h[1,1][1][mask2], ls='--', color='purple', lw=2, label='$2h$')\n", "plt.xscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "plt.ylim(1e-7,1e0)\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel('ED Correlation', fontsize=18)\n", "plt.title('Centrals', fontsize=20)\n", "plt.legend(loc='lower right')\n", "plt.show()\n", "print fid_1h[1,1][1]\n", "print fid_2h[1,1][1]\n", "\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "sel=(sym[0,0][2]>0)\n", "plt.plot(fid[2,2][0], fid[2,2][1], color='steelblue', lw=2, label='$1h + 2h$')\n", "plt.errorbar(fid[2,2][0], fid[2,2][1], yerr=fid[2,2][-1], linestyle='none', color='steelblue')\n", "mask1 = fid_1h[2,2][1]>0\n", "plt.plot(fid_1h[2,2][0][mask1], fid_1h[2,2][1][mask1], ls=':', color='steelblue', lw=2, label='$1h$')\n", "mask2 = fid_2h[2,2][1]>0\n", "plt.plot(fid_2h[2,2][0][mask2], fid_2h[2,2][1][mask2], ls='--', color='steelblue', lw=2, label='$2h$')\n", "plt.xscale('log')\n", "#plt.yscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "plt.ylim(1e-7,1e0)\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel('ED Correlation', fontsize=18)\n", "plt.title('Satellites, unsymmetrised', fontsize=20)\n", "plt.legend(loc='lower right')\n", "plt.show()\n", "print fid_1h[2,2][1]\n", "print fid_2h[2,2][1]\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "plt.plot(sym[2,2][0], sym[2,2][1], color='steelblue', lw=2, label='$1h + 2h$')\n", "plt.errorbar(sym[2,2][0], sym[2,2][1], yerr=sym[2,2][-1], linestyle='none', color='steelblue')\n", "mask1 = sym_1h[2,2][1]>0\n", "plt.plot(sym_1h[2,2][0][mask1], sym_1h[2,2][1][mask1], ls=':', color='steelblue', lw=2, label='$1h$')\n", "mask2 = sym_2h[2,2][1]>0\n", "plt.plot(sym_2h[2,2][0][mask2], sym_2h[2,2][1][mask2], ls='--', color='steelblue', lw=2, label='$2h$')\n", "plt.xscale('log')\n", "#plt.yscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "plt.ylim(1e-7,1e0)\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel('ED Correlation', fontsize=18)\n", "plt.title('Satellites, symmetrised', fontsize=20)\n", "plt.legend(loc='lower right')\n", "plt.show()\n", "print fid_1h[2,2][1]\n", "print fid_2h[2,2][1]\n", "\n", "\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "plt.plot(fid[1,2][0], fid[1,2][1], color='forestgreen', lw=2, label='$1h + 2h$')\n", "plt.errorbar(fid[1,2][0], fid[1,2][1], yerr=fid[1,2][-1], linestyle='none', color='forestgreen')\n", "mask1 = fid_1h[1,2][1]>0\n", "plt.plot(fid_1h[1,2][0][mask1], fid_1h[1,2][1][mask1], ls=':', color='forestgreen', lw=2, label='$1h$')\n", "mask2 = fid_2h[1,2][1]>0\n", "plt.plot(fid_2h[1,2][0][mask2], fid_2h[1,2][1][mask2], ls='--', color='forestgreen', lw=2, label='$2h$')\n", "plt.xscale('log')\n", "#plt.yscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "plt.ylim(1e-7,1e0)\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel('ED Correlation', fontsize=18)\n", "plt.title('$cs$, unsymmetrised', fontsize=20)\n", "plt.legend(loc='lower right')\n", "plt.show()\n", "print fid_1h[1,2][1]\n", "print fid_2h[1,2][1]\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "plt.plot(sym[1,2][0], sym[1,2][1], color='forestgreen', lw=2, label='$1h + 2h$')\n", "plt.errorbar(sym[1,2][0], sym[1,2][1], yerr=sym[1,2][-1], linestyle='none', color='forestgreen')\n", "mask1 = sym_1h[1,2][1]>0\n", "plt.plot(sym_1h[1,2][0][mask1], sym_1h[1,2][1][mask1], ls=':', color='forestgreen', lw=2, label='$1h$')\n", "mask2 = sym_2h[1,2][1]>0\n", "plt.plot(sym_2h[1,2][0][mask2], sym_2h[1,2][1][mask2], ls='--', color='forestgreen', lw=2, label='$2h$')\n", "plt.xscale('log')\n", "#plt.yscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "plt.ylim(1e-7,1e0)\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel('ED Correlation', fontsize=18)\n", "plt.title('$cs$, symmetrised', fontsize=20)\n", "plt.legend(loc='lower right')\n", "plt.show()\n", "print fid_1h[1,2][1]\n", "print fid_2h[1,2][1]\n", "\n", "\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "plt.plot(fid[2,1][0], fid[2,1][1], color='pink', lw=2, label='$1h + 2h$')\n", "plt.errorbar(fid[2,1][0], fid[2,1][1], yerr=fid[2,1][-1], linestyle='none', color='pink')\n", "mask1 = fid_1h[2,1][1]>0\n", "plt.plot(fid_1h[2,1][0][mask1], fid_1h[2,1][1][mask1], ls=':', color='pink', lw=2, label='$1h$')\n", "mask2 = fid_2h[2,1][1]>0\n", "plt.plot(fid_2h[2,1][0][mask2], fid_2h[2,1][1][mask2], ls='--', color='pink', lw=2, label='$2h$')\n", "plt.xscale('log')\n", "#plt.yscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "plt.ylim(1e-7,1e0)\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel('ED Correlation', fontsize=18)\n", "plt.title('$sc$, unsymmetrised', fontsize=20)\n", "plt.legend(loc='lower right')\n", "plt.show()\n", "print fid_1h[2,1][1]\n", "print fid_2h[2,1][1]\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "plt.plot(sym[2,1][0], sym[2,1][1], color='pink', lw=2, label='$1h + 2h$')\n", "plt.errorbar(sym[1,2][0], sym[2,1][1], yerr=sym[2,1][-1], linestyle='none', color='pink')\n", "mask1 = sym_1h[2,1][1]>0\n", "plt.plot(sym_1h[2,1][0][mask1], sym_1h[2,1][1][mask1], ls=':', color='pink', lw=2, label='$1h$')\n", "mask2 = sym_2h[2,1][1]>0\n", "plt.plot(sym_2h[2,1][0][mask2], sym_2h[2,1][1][mask2], ls='--', color='pink', lw=2, label='$2h$')\n", "plt.xscale('log')\n", "#plt.yscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "plt.ylim(1e-7,1e0)\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel('ED Correlation', fontsize=18)\n", "plt.title('$sc$, symmetrised', fontsize=20)\n", "plt.legend(loc='lower right')\n", "plt.show()\n", "print '1h', sym_1h[2,1][1]\n", "print '2h', sym_2h[2,1][1]\n", "\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "plt.plot(fid[2,1][0], fid[2,1][1], color='purple', lw=2, label='$1h + 2h$')\n", "plt.errorbar(fid[2,1][0], fid[2,1][1], yerr=fid[2,1][-1], linestyle='none', color='purple')\n", "mask1 = fid_1h[2,1][1]>0\n", "plt.plot(fid_1h[2,1][0][mask1], fid_1h[2,1][1][mask1], ls=':', color='purple', lw=2, label='$1h$')\n", "mask2 = fid_2h[2,1][1]>0\n", "plt.plot(fid_2h[2,1][0][mask2], fid_2h[2,1][1][mask2], ls='--', color='purple', lw=2, label='$2h$')\n", "plt.xscale('log')\n", "#plt.yscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "print fid_1h[2,1][1]\n", "print fid_2h[2,1][1]\n", "\n", "plt.plot(sym[2,1][0], sym[2,1][1], color='pink', lw=2, label='$1h + 2h$')\n", "plt.errorbar(sym[1,2][0], sym[2,1][1], yerr=sym[2,1][-1], linestyle='none', color='pink')\n", "mask1 = sym_1h[2,1][1]>0\n", "plt.plot(sym_1h[2,1][0][mask1], sym_1h[2,1][1][mask1], ls=':', color='pink', lw=2, label='$1h$')\n", "mask2 = sym_2h[2,1][1]>0\n", "plt.plot(sym_2h[2,1][0][mask2], sym_2h[2,1][1][mask2], ls='--', color='pink', lw=2, label='$2h$')\n", "plt.xscale('log')\n", "#plt.yscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "plt.ylim(1e-7,1e0)\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel('ED Correlation', fontsize=18)\n", "plt.title('$sc$', fontsize=20)\n", "plt.show()\n", "\n", "print sym_1h[2,1][1]\n", "print sym_2h[2,1][1]" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.015377956687198711\n", "0.012636874172257615\n", "[0.06318737 0.01611023 0.00339703 0.00128055 0.00014699]\n", "[-0.00064801 0.00898198 0.00225451 0.00115224 0.00011479]\n", "[0.01842177 0.00511917 0.00129296 0.00028532 0.00012319]\n", "[-0.00812641 0.00982417 0.00311037 0.00147684 0.00014492]\n", "[-0.00812641 0.00982417 0.00311037 0.00147684 0.00014492]\n", "[ 2.87846497e-02 2.51954540e-02 5.49502231e-03 -1.22025044e-04\n", " -1.72581315e-05]\n", "[-7.36259129e-03 1.15238129e-05 -3.18854717e-03 1.75288015e-03\n", " 2.63923996e-04]\n", "[1.05741827 0.80413587 0.8351113 0.7057097 0.66810075]\n", "[0.08628839 0.0320108 0.00418563 0.00057696 0.0001655 ]\n", "[ 1.84626732e-03 8.92550233e-03 -1.80545933e-04 -2.04991978e-04\n", " -2.86017753e-05]\n" ] }, { "data": { "image/png": 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KJJBERsWaCp7riYzjl9/5JTZ/Z3PiCpThnpAn8NCBh1DzXA1OvXIKPX4tKWPxqmJ8qeZLSblnT0cP/Gf98J/3Y6B7AMBgGhbnMueYi2gR0cim/XoiiVrZ8O0n3mYQidOSu5ZgyV1L8PF//Dhq/7UWJ547gbm3zI283l7fjje+9gbKHizD8nuWw5IzscmF1nwrCjcWwl3uRvCyVjvpauhCoC6AQF0AlnyLlgRysZMp6okSLGODiFLqdQCvezyeHakuy3Rlybbgpq034aatNw3ZX/N8Dc787AzO/OwMLA4LVnx6BVY/uBqlW0phthj/kBezaCsuLsxFr78X/lo//Of86O3oRVtVG9qq2+CY74BzqVNbM561E6IJy9ggwjXW09f6P1kPa64VJ547gau/vYoT/3ICJ/7lBLILs7H2C2tx1/fvmvA9LE4L3OVuFKwrQOeVTvhr/ei82jmYoj43KkV9Tsb+GRAlXUL/ekTkPqXUTxN5TaNYE0lfuTNzcfOf3oyb//RmtJ1vQ80LNTjxLyfQcqoFvku+yHH9Pf1oPtWMGWtmGK41iEngmO+AY74DfcE++M/5tRT1gT60f9CO9mNMUU80EYaCiIh8DIPDccNc0FKXpEUQoanBvdiN2751Gz76Xz+Kxg8bh3yInz94Hs9/4nkUrSzC6gdXo+yBMrgXu8e42tiyHFkoWFsA12qXlqK+1hdJT995uRPmHDOcS5minigecf+liMh3oQWQkXJWuSZcogRhc9bUIiKYuXbmkH2dzZ3IKcpBy6kWHP72YRz+9mHM+cgclD1YhlX3r4JzlrEhw0NS1Hf1IXAuAF+tD31+pqgnipeRr1tHlFLfHOkFETkywfIkDJuzpr51X1yH1Q+tRl1lHWqeq8HpV0/j6vtXcfX9qzj6zFF8+eSXJ3yPrOwsuFa7kF+Wr6Wor/UheDEqRb1dT1G/lCnqiUZiJIh4R3tBKfXyBMpCGWDT45sSej2zxYyldy/F0ruXorezF2d/fhY1z9dgzs1zIsd4L3ojQ4aXfWIZLNnxf9iHU9Rnz8pGf0hLAuk760NvRy+8NV54a7ywz7Qjb2keHAscEDNrJ0SAsSDSKiILlVIXhr8gIl9XSv3NxItFU1Uy59RYcixYdf8qrLp/1ZD9NS9otZTTr56G1WnFyntXouzBMpTeUWoo46/Zbkb+TfnIW5mH7uZubQGtC0GErocQuh6C6X2mqCcKMxJEHgOwWEQWYWi/iABYDyAtggj7RKaPtZ9fiyxbFk48dwLXjlzD8Z8cx/GfHEdOcQ7Wfn4t7vybOw1dV0RgL7HDXhKVor7Wj562wRT1thKbVjtZyBT1ND0ZCSKLAezAjc1aBQBG7CtJBfaJTB/OWU7c8rVbcMvXbkFrbStqnq/BiedOoPVMK7z1g2/T/t5+tJxuwYzVM+K+R3SK+p7WHvhqfQjUBdDd1I3mpma0vm8sRX3bsTa41xkfcUaUakaCyA6l1Acj7K8XkScnWiCiiShcWohNf7kJt337Nlw/dn3IyKq6yjo894fPoaSsBGUPlKHsgTIULCqI6/oiAluRDcVFxSj0FCJwQVtAy2iKeu9xL4MITWlxB5FwABGRhwFsgLYGyEGl1A9HCS5Ek05EMGv9rCH7go1BZLuz0VTThEPfOoRD3zqEubfMjQwZzp2RG9c9TBYT8pbmIW9pHnrae+A7q9dOWrvR/W43Wo+0IndRLpxLnbAV2ZhmhTKS0cmGb0LrDzmv/+sRkV0A7lBK+cY8eZKwT4SGW/fFdVj94GqcP3g+MmT4yntXcOW9KzjygyP4yumvGL62tcCKopuL4N7g1lLU1/oRagxp+btq/YMp6ktzYbYxCSRlDiOTDb8OYJtSqmPYfhe01QTTomOdfSI0ErPVjGUfX4ZlH1+GnmAPzr5+FieeO4E5HxkcMuy74sOBrx1A2QNlWPbxZciyx/5nYsrSR24tdmop6mu1FPU97T1ofb8VbUfbtBT1S52wz7An40ckmlRGaiL1wwMIACilvCJSn4AyEU0Kq8OKsj8qQ9kflQ3ZX/NCDU69fAqnXj4FW54NK+9bibIHyrDoY4viGoFlzbei0FMI9/pRUtTrkxc7r3XCXmznEr80JRkJImOtYpXZK1zRtFD2QBnEJDjx3Ak0HG3AsWeP4dizx+AocWDN59fgzu/FN2R41BT1vl4AwPWD1wEBbEU2ZM/Ihn2mNqyYQYWmAiNBpHCkyYYisg7a8F+iKS1vTh5+789/D7/357+HljMtkSHDbbVtaKttixw30DeAljMtKFlVEvO1o1PUdzV04XrlddgKbehu60Z3s/ZADbSgUmiDfYYd2TOztaBiZVCh9GNkdNZeEflHEdmAwcmGpQDqlFLbE1o6ohQrWl6Ezd/ZjE2Pb0JDdcOQIcP1h+rx/+76fyhZXaJlGf6jMrgWxpaDVEyCnDk5AIA5n5iDgZ4BhJpC6GrsQuh6SBvh1aI9On7XAQhgdVsHayoz7FxDntKCodFZSqlHRGQ9gPD6u1XpNryXo7MokUQEszfMHrLPf80Pu8uOphNNeOuxt/DWY29h3q3zUPZAGVZtWwVHiSPm65uspkhmYQAY6NWCSqgxhK7rXehu7UZPaw96WrXZ8oAWVCI1lRl2jvqilBClMrsbw+PxqKqqKsPnPyFP4HH1eAJLRJmkr7sP5984j5rna3D6tdPo6+oDABQuK8SXT3953LkhdT+uQ+kXhi/Nc6OB3gGEmrWgEroeQqglBAwMPcZaoAUV+0w7smdkcz15mhAROaqU8ox3XKJXNnxYKfXDRF6TKJ1l2bKw/JPLsfyTy9ET6MHp106j5vkazPbMjgQQ/zU/DnztAFY/uBpL7l6CLFv8f3Ymiwk5s3OQM1uvqfQNoLu5e7D5q7kbPe092qTH09pULYvLMqT5KyubC21R4o37rhKRfwDwjFLqmL79xmiHQpvBziBC05I114o1D63BmofWDNlf82INTu47iZP7TsKWb8PKz6zE6gdXY+HmhYbvZcoyRVLXA8BAvxZUIs1fzd3o9fai19sL3xk9qORbhjR/cW15SoRY3kXD54QIgN24MQGjAPhuIgpFlElWbVuFgb4B1Dxfg+sfXMex/3sMx/7vMeTOzMW8tfOGNGepAWVoJUWT2YTsmdnInpmNgrUFUP0K3a3d6Lqu1VRCzSH0dvSit6MX/rN+AIAlzzKk+SvLwaBC8Rv3XTPCKoa7lFIjTioUkd0JKRVRBsmbm4dbv3Erbv3GrWg+1RwZMtx+vh2+GYNZgkIdIXx/1vdRvLIYJWUlKF41+G/+/Py4cm+JeTCNPdZowam7Ra+pNHYh1BhCr68XvT5t3goAZDmzhjR/WXK5kiONz9CiVNEb+roi5QDalVKHElIqogxVvLIYt//V7dj8xGY0Hm/EW197K/Ja69lW9HX1oaG6AQ3VDUPOszqt+OyBz2Le788DAHgveGG2mpE7Kzem4CKmwaDiWu3SgkrrYPNXqCmEPn8f/H5tIiQAZOVmac1femDJys1iEkm6gZEgMiQ/ll4rqQcAEblPKfXTBJWNKGOJCGaum4lzb5+L7JuzcQ52t+9G0++a0FTThObfNUf+DTYFkTcvL3Lsob84hBP/cgL2AjtKVpWguEyrtZSsKkFJWQlyinLGvr9JYC+2w15sh6tMCyo97T2DzV9NIfQF+hAIBBA4HwAAmB3mSEDJnpGNLCeDCiV4dBa0SYdpgfNEaCqyu+yYf+t8zL91/pD9waYgcooHA4PZZobdZUeoPYRL/34Jl/79UuS1ZfcswwM/ewAA0O3vRs0LNVqgWVUMe/7ISR/FJLAV2mArtAGrEAkqkZpKYwj9wf5I3i8AMGebtU76cPNXnoVBZRqKZXTWIgAVALYAyAdQKiJbhh8GYBGAZxJeQoOYxZcyyfCJi5/6p0/hkz/8JAINgUjNJVxrmb1xcFJk44eN+PnOn0e28+bmDelrWXnvSthdNwaW6KCSf1M+lBoMKuHA0t/Vj0B9AIH6waAS3fxlyWdQmQ5i6VivB7AXwF4ReQlAJYA9IxxaN1J2XyJKDhGBc7YTztlOLN4ycto6q8OKNZ9bg+bfNaP5ZDN8V3zwXfHh/BvnAQCLtyyOBJHffP836GrtigSZouVFkTT4IgKb2wab24b8lVpQ6fX2RuaphBpD6O/qR/BCEMELQQCA2a4FlfCwYouLQSUTxductQNAxfAUJ3ptpQA3DgcmohSauW4m7v3JvQC0uSTeem+k1tJ2rg3OOc7IsR/+5EM0ftgY2RaTwL3UjZKyEty09aYhKfNFBNYCK6wFVuSv0IOKrxeh61HNX139CF4MInhRCyomm2nIPBVrgZVBJQPEFUT0msbLI7zUCi27L2esE6Upk9kE9xI33EvcWPHpFTe8vunxTbh+7HqkQ7/tXBtaz7Si9UwrCpcXRoLI5Xcv4+c7fz5kGHJJWQlci1zIW56HvOV5g0Eluvmrsx+dlzrRealTK4/VNKSmYi2wjjtHpu1YG9ekTzNGl8ddCK2fZHjK0i3gjHWiKWnlfSux8r6Vke2+UB9azrSgqaZpSLr7xuONkdpMtCx7FopvKsYXDn8BtjwbrPlW9Pf3w7lUq+30+fuGNH/1BfvQebkTnZf1oGIZDCr2mXbY3LYbgor3uJdBJM0YWR73MwB2AaiGNhrrCIBC/fm2hJaOiFImy56FmWtnYubamUP2r/ncGszaMOuGYci+Kz6017XD6rRGjn1207PwXvCieFXxkFpLye+XwOa0obuxO9L81RfoQ+eVTnRe0YKKWLS5LeGOeluhbVJ/foqNkZpIqVLqTgAQkTuUUpHZUiLyMQBJn3Cor+fugTbJcY9SangKFiJKEqvDijkb52DOxjlD9oe8IXRc6oj0c6gBhVBHCD2BHlz97VVc/e3VIcdv+s4mbH58M5xLnPBd9aH5w2Y4i5yQXkHX9S6t5nK1C11XuwAAkqVdtzfQy9n0acRIEKmLeh7bCjyjEJFypVR11PZWaDm5ypVST49xqgdAFbTaTym0WhERpZDdZR8yXFhMgj+79GcINge1Gkt4EmWN9rxoeVHk2DM/O4N/+9K/AdCGM5eUlaBwWSEK5hYgtygXrmIX+vxamv0rr1xB3so8uNa4uDBXGjASRNyAlvYdwD4ReTFqRcMtiLEmIiIVAJ6ClvkXIlIOAEqpShEpHR5gounHuAC4RjuGaCrY9PimVBch6RzFDjg2O4ZkLVZKQQ0MrmVky7Nh7i1z0VTThGBTEPWH6lF/SEvRl+3OxjdavoE+fx8uv3IZA30D6PhdB/zn/HCtdiF/RT7EzFFeqWJ0edwd0Po/XoIWSAYAtAN4Mo7rVIpIW9Su7QAO6s/roHXcV+u1k2iVAO5XSu0RkWoReXScWgtR2tr8nc2pLkJKiMiQD/5wCn2lFDoudQzpazHbzBARWPIs6OnqQeXfVWJ5xXIs2rAIbVVt8J32wV3uhmOhg0OGU8Do8rh7oU1ABID9IlIAwD1adt8YuQBEB5VC/V77hx8oIpV6TaYUwA2vE9HUJCJwLXDBtcCFpX+49IbXL7x3Aa1nW/Gbs7/B2eVn4XnQg+IFxWj6VRNsv7PB7XEje2Z2Cko+fSUkd5Y+f2TSJhoqpeowtG+GiKaBpZuXYuGnF+KNP38DLWdacODxA1h611KsvWctAKDhjQbkzM2Be4MbVpd1nKtRIpgSeTER+foETvdC72+BVitpHePY8cqxU0SqRKSqubl5AkUionTy4WsfYsWnV+DLJ7+M2//b7bDkWFD7Ri1e/fqruHLuCiRL0HmlE1d+dgXNv2lGX2dfqouc8casiYjIN6D1TcQivDzu34x34ChehDbqCtCaqSoNXgdKqT3Q83t5PB41zuFENEV8+OqHuBf3Isuehdu+dRvWfWEdDj56UFvX/tbZmLdpHrzHvfCd9cFf60egPoD8VflwrXLBZEnod2bSjdecVQjtwziWEVBxLY+rd5h7RGSrUmq/UqpaRDx6X4d3oqOumAqeKPMMH82WNzcPn3nuM/jof/0oSsq0WfVFtxThzC/PwFXkQjay4T3uhf+MHwXrCuBc6jS0/DCNTpQa/Yu6iKwfnmxxzIuJLJpg53rCeTweVVVVZfj8J+QJPK4eT2CJiChIYYC0AAAVtElEQVSZrh29hr0b90JEsP4L63HTXTdBQlrgsORb4C53I2deDkdyjUNEjiqlPOMdN2b9brQAIiI7ROSIiDypb+eLyMfSKYCIyD0isqejg4mFiaaTgtICfOQrHwEEqP5RNV7+0su4dvkaTDkm9Hb0ovFwIxoONCDUHEp1UTNC3I2Eej+JC8D90PstlFIdSqlDInJfgstnmFLqdaXUzvz8/LjPfefpd1B/eGg8rD9cj3eefidRxSOiJMkuyMbd/+tu7PpgFxbevhBdbV1469tv4cB/P4AuUxdMNhNCTSFc+7draHy7Eb2+3lQXeUoz0tNUp5T6nl7rGN4WlhH1w9kbZ2P//fsjgaT+cD32379/yIpxRJTeZqyegc+/9Xls278N+fPz0Xi8EWffPIv5982Ha7ULYhYELwRx+bXLaHm/Bf2h/lQXeUoas09kxBO0ZqtD+vPhCRjTZj2RqI71HbW1tXGfHw4cnS2dyCnKwdaXtmLR7YsSX1AiSrrerl68+/13sf5P1sM5W0tN31zTjN7GXoSuaM1aJosJrtUu5K3MgymLI7kS0icyig36eiJAVE1Ez+BbYOB6STGR5iwAWHT7Inj+k/b78/wnDwMI0RRmybbgtr+4LRJABvoGsP/B/di3Yx8CEoB9lh0DvQNoq27D5Vcvw3/ej3i/YE9XRnJnfU9E3tSXxPWKSB20lOzVUYkYp7z6w/Wo+gdtVFfVP1Rh4e0LGUiIMoS/wQ8owFvvxStfeAWlFaXY9K1NMPlM6GnvQfO/N6Pjdx1we9zImZ2T6uKmNUN1Nn09kfuhzSEJJ0RMqwAykdFZ4aasrS9puR+3vrR1SB8JEU1t+fPyseuDXbj77++GvcCOuso6PFvxLGoO1cC5xgmzw4ye9h5cP3gdDQcb0N3Wneoipy0jfSIvAXgzXfo+xmNknsg7T7+D2RtnY9HtiyLzROoP1+PakWu49dFbk1RSIkqFzpZOHP7Lwzj6zFGoAYWilUV45Ngj8J/xo/1EO1Sv9hmZuzgX7vVuZDkSknIw7cXaJ2Lkt3FwtAAiInlKKZ+Ba6aVkQLFotsXsTmLKAPlFOXg4//n49iwcwN+8ae/wOqHVsNsNcO12oXcJbnwnvDCd8aHwPkAgheCyF+ZD9dqF0xWdr4Dxpqzzkd1rA+303hREouTDYkoHjPXzcQX3/4iNuzYENn37v98F7/+37+G6yMuOBY6oPoVvDVeXPrpJXSc6oDqZ+e7kZrI/dByXuVDS8ceXt+8AMAdMJ6AMaGUUq8DeN3j8exIdVmIaGoQkchst95ObVhwV2sXTr1yCrd9+zase2gdfCd8CDWF0Pp+KzpOdWgLYi2YvgtiGQkiHgC7MXQBKSDOBIxEROnMkmPBjvd34M3/8iZOv3oab33zLXzwww9w59/eiTmb56D9g3b0dvSi6e0m2IpsKPQUwj7DPv6FM4yRILJjjJxauydYHiKitFFQWoDtr2zH+YPnceA/H0DLqRa88MkXsOQ/LMFnnv8Mehp70H6sHd0t3bh24Bpy5ukLYuVPnwWxjPSJPCYiD4/0QjwZf4mIporFWxbjkeOP4K6/uwu2PBt6gj2w5duQtzwP8+6bB9dal7Yg1uVOXHntClrea0Ff1/RYECtjR2dxPREiSiSzxYxbvnYLVj+4Gt3+7kgfSPuFdlw+dhmrtq6C94QX/lo/fGd88J/3w1XmQv5N+Rm9IFbGjs6aaNoTIqKROEoccC92R7bf+LM38Nofv4Yf3/Fj9Jh7MPeTc5EzNweqT6H9WDsuv3IZvrM+qIHMHMmVsaOziIiSTSmFsgfK0FDdgKvvX8UPb/4h1n1xHe548g7kr8pHW1Ubulu70fJuCzpOdsC9wY2cuZm1IBZHZxERGSQiWPPQGiz/5HL8+n/8Gu/97Xs49uwxnHz5JDb95SZ85KsfQehaCG3VbdqCWIcaYZ9pR+GGQtiKbKkufkIYac7aoZR6Syn1wbBHNbTgQkQ0rdicNlQ8WYEv/e5LWHbPMvT4e3DoW4fgu+JD7qJczPv0PBRuLNQWxLoewtV/vYrGXzWi1z/1F8QyksX3A0BbOwTABgBu6J3t6TQ6ix3rRDTZ3EvceOBnD+DcgXNorW0d7DsxAcqhMO/eefDWeOE76UOwPojgxSDyV+TDtcYFs82c2sIbZGjIgIi8Ca1Zqw5AFbQ+kiMikpfIwk0EO9aJKFWW/IcluPmrN0e2a16owd8v+3sc/s5hOJc7MffeucgtzQUGgI6THbj808vw1ngx0D+Q0HK0HRve65B4cddEROTrALYppTqG7XdBG53FjnUioiiNxxvR39OPd777Dj78yYeoeKoCqx9ajfyb8tF2tA1dDV1oO9oG32kfCsoLkLsoNyGd797jXrjXucc/cAKM1ETqhwcQAFBKeQFwwQ0iomEqvluB//jef8TsjbPhv+bHK597BT/6gx+h9UIrZm6ZiZkVM2EtsKIv2IfmXzfj6s+voquhK9XFjomRIDLWYOfMHAhNRDRBc2+ei4ffexif+tGn4JjhwOXfXMbejXtx7hfnkDMnB3M+MQfFv18Mc44ZPW09aHizAQ2VDehp70l10cdkZIhvoYgsVEpdiN4pIusALE5IqYiIMpCYBOu+uA4r71uJt//6bdT+ay0W3bEo8ppzqROORQ50nOyAt8aLrqtduHLtCpyLnShYV5CWC2IZGZ21V0T+UUQ2QOtYB4BSAHXptkQuEVE6suXZcOf37sQd//0OmK3aqKyuti688OkXsOkvN6G0ohR5y/LQfrxdS6Fyzo9AfQD5N+XDVZZeC2IZCmtKqUdEZD20EVoAUJVOw3uJiKaCcAABgPf+53u49OtL+Oct/4wV967And+/E0U3FyF/ZT7aqtsQvBjUVlms9aFgbQHyluVBTKmf+T5uEBk+bDecYFEPGmkbODhPhIimko9+66Ow5Fjwq//2K5x+5TRq/60Wtz56K27dfStmbJ6hLYRV1Yru5m60/rYVvlM+uMvdyJmf2jQqsdSJtgO4AG3k1WPRyRdFJF9EPiMiD6fTHBGA80SIaGrJsmXhD775B/jKma9gzWfXoL+7H7/661/hByt+gHNvnIO9xI7Zd8/GjM0zYMmzoNfXi8ZfNuLaL64h1BRKXbnHO0DvA4FSau8Ir3UAeBkARGQHgBuOISKi2OXNycO9/3wvNjyyAQf+9AAaqhtgybYA0HJ1ORY4kDMvB76zPrQfb0d3czeu/eIaHAsccJe7YcmzTGp5x62JiMjDIwWQ4fRgM+JiVUREFJ/5t87Hw+8/jM8d/BwW3LYgsv/Ys8fQ1daF/BX5mH/vfLjWuCBmQfBiEJdfvYyW37agP9Q/aeWMpWM9nsa21PfyEBFlCJPZhNKK0sj2pXcu4bU/fg32Ajtu/6vb4XnEA/d6d2Qkl/+cH77TgwtiTUoZYzgmnk4FdkAQESVJTlEOSitKEWoP4Rdf/QWeWf8M6g/XI8uRheLfL8bce+Yie042VK9C+wftAIC+YHKX6Y0liBTGcb14jiUiojgULS/CZ9/8LLa/sh2uhS401TThJx/7CfZt2wfvRS+sBVbMqpiFWXfOgtVtBQCYc5KbHTiWICIi8rEYDvoY2JxFRJRUIoIVn16BL538Em7/69thybHg5P6TeOfpdyLHZM/KxpxPzIkcn0zjBhGl1DcBfFNEFox2jD7sd7d+7KQRkWcm835EROnCkm3BbX9xG758+stY9yfrcPsTt0deCzYFJ60csc5Y/yaAt0TkIICDGJruZDuAcgDb4r25iJTrKyKGt7dCW7O9XCn19HjnYnB9dyKiaSl/Xj4+9U+fimz39/TjRx/9EZxznFh397qk3z+mBCxKqWql1BJozVVPA6jWH08DaFNKLVVKHYvnxiJSgah5JXpQgFKqEoA3vD3KuS4wgBAR3aD5ZDM6Wzpx7ci1IWlVkiWu3FlKqUcAbaa6vn3DuiJxXKtSRKKX3doOrZYDaDWdCgDVeu0kWiW0nF1tAEpFpFQpVQciIsLMdTPx1dqvoqG6Abia/PsZTcBoOHiMwQUtMIQV6vfaP8KxlXptZHIGQhMRTSHZ7myUVpSi7sfJ/36dfsnpY6SvpLhlpNdEZCe0pXoxf/78ySwWEdG0kj5J6bU+jvBiwC4ArUYvpJTao5TyKKU8xcXFCSkcERHdKJ2CyIvQRntB/7dyIhcTkXtEZE9HRzJa3oiICEhhENE7zD3hjvPwUF991JY3euivEUwFT0SUfCnrE9E7zPcP27cnRcUhIiIDYgoi+oz0UmhzQo5F7V+v7y8FoABUK6UOJb6Y8ePKhkREyRfLeiL9AHZBW0d9yIRCpdQHSqmXlVLf0691cKRrpAKbs4iIki+WPpEPlFKPhddWH42epiRt1lxnxzoRUfLF0pwVGSWlN19tiHqtTSn106jtqkQVbKKUUq8DeN3j8exIdVmIiDJVLEGkJfxEKfWBiHQAOAJgg1LqwrBjzyewbERElOZiWk8kekPPU7V3hACSVticRUSUfLEEETXCvpYR9o12bEqwY52IKPliac7aJSLDl72tGGEfAGwF8DcTLxYREU0FsQSRQgCLh+2rH2EfMJj7ioiIpoFYgsieWJe9FZHvTrA8CcPJhkREyRfrGusxmew11sfCPhEiouSLJ+3JYgCt46Q9OaqUOpz4YhIRUTqKJ+3JkRjSnkwofTsREU0tTHtCRESGMe0JEREZxrQnRERkWMamPSEiouTL2LQnRESUfEx7QkREhmVs2hPOWCciSr6MTXvC0VlERMmXsWlPiIgo+WLpWCciIhoRgwgRERnGIEJERIYxiBARkWEZG0SYgJGIKPkyNohwUSoiouTL2CBCRETJxyBCRESGMYgQEZFhDCJERGQYgwgRERnGIEJERIZNySAiIqUisk9Edqa6LERE01ksqeCTRkTKlVLVUdtbAXgBlCulnh7n9B1KKW9SC0hERGNKWU1ERCoA7I3aLgcApVQlAG94exRtAEpFZKuIuJJbUiIiGk3KaiJKqUoRaYvatR3AQf15HYAKANV67SRaJQCPfj4A3A9gT7LLS0REN0ppc9YwLmg1jLBCAFBK7R9+oIjU6TUVD7SgQkREKZBOQSRmSqk6/Wn1mAcSEVFSpdPoLC8At/7cBaDV6IVEZKeIVIlIVXNzc0IKR0REN0qnIPIigFL9eSkm0EyllNqjlPIopTzFxcUJKRwREd0olaOztgLwhDvOw0N99VFb3uihvwavz/VEiIiSLJWjs/YD2D9sX8JGWSmlXgfwusfj2ZGoaxIR0VDp1JyVUKyJEBElX8YGEa5sSESUfBkbRIiIKPkyNoiwOYuIKPkyNoiwOYuIKPkyNogQEVHyZWwQYXMWEVHyZWwQYXMWEVHyZWwQISKi5MvYIMLmLCKi5MvYIMLmLCKi5MvYIEJERMnHIEJERIZlbBBhnwgRUfJlbBBhnwgRUfJlbBAhIqLkYxAhIiLDGESIiMgwBhEiIjIsY4MIR2cRESVfxgYRjs4iIkq+jA0iRESUfAwiREQZyrXWlfR7MIgQEWUo9zp30u/BIEJERIYxiBARkWEMIkREZFjGBhHOEyEiSr6MDSKcJ0JElHwZG0SIiCj5GESIiMgwBhEiIjJMlFKpLkNSiUgzgItJunw+gMnquU/UvSZynXjPjfX4WI4b75ixXi8C0BJDOdLJVHxvTeRafG9Nnlh/dwuUUsXjHqWU4sPgA8CeqXaviVwn3nNjPT6W48Y7ZqzXAVSl6j2S6v/vyb6X0WvxvTV5j0S/t9icNTGvT8F7TeQ68Z4b6/GxHDfeMZP5fzEZpuJ7ayLX4ntr8iT058n45iwiEalSSnlSXQ7KPHxvsWOdpoc9qS4AZaxp/95iTYSmFRFxAfAAcAGoVEp5U1wkyiAiUg7ArZSqTHVZJgtrIpRR9D/i6O2tIlIhIo/qu3bqf+CVAHZOegFpyorhvQUA26F9QZk2GEQoY4hIBYC9UdvlAKAHDa++vVjf5w0/JxpPjO8tAHgxBcVLKQYRyhj6H3Rb1K7tAMLNVXUAKsLberPW+UktIE1ZMb63pqWsVBeAKIlcGPqHXwjgGRHZqm9P+05RMmyk9xag9bctFpFp09/GIELTilKqDto3R6KEU0pNuy8mbM6iTOYFEF5k2gWgNYVloczC95aOQYQy2YsASvXnpdBGZBElAt9bOgYRyhh6X4cn3OehlKrW91cA8Ia3ieLF99boONmQiIgMY02EiIgMYxAhIiLDGESIiMgwBhEiIjKMQYQoTYhIqYg8lepyEMWDM9aJ0oA+dHRLqstBFC/WRIhGoKf4nrSkekqp/QD2Tdb9iBKFQYRoZLum08JCREYxiBCNrG28A0SkXEQOisikz9gVkadE5LyIjJnOXj9O6f9Oq8WSaHKwT4RoGL1/4uB4xymlqkVkzCYoEdmJ0Ve6qzZa21FK7RaRIwCeEpHycdJu1Cmldhu5D9F4GESIbrRdKbUtxmO3YYyAMwmpwZ8BsEt/DKH36RwEsHX4a0SJwuYsohuN25QVxQNgf7IKEoP9AO5P4f1pmmNNhDKG3gxVCm3RqWoA5QA2AjgYa7OR3vwU0yipqHW1S/XnpQA2xlGLib5WBbTaRLmI7Iy1BqOUqhORKhHZqo/wCl/PBe33UBp9vF7Ovfprz4TLD2DxSE1eIvIoBhfxck/HRZdobAwilBFEpBTaQkGVAN4CsEMptV9EdiG+tdS3xBEEwkOA6/QVE6F3do/XR3EDPcgZHQ0WbtKKrhF5lFKV+u8l+j7VIrJbP6cqvISrPqT5oFIqMldFn/h4JBycRMQ1PFgRsTmLMkWp/kHsgfahvh8AlFJbYv32rH97j6cpawuAJ8MBJFwOaMFs0ug/qyeO0Vdt0H5HkXLqv7vS8NwY/Vo7hwWMneCESBqGQYQyQlRz1RZoq84ZcT/im/BXASASoMLf+ocFlcnyErQP+XCTVZWBa4SbAAHtZxvycyilngbAUV40BIMIZZoKGG8W2hJH30k5hn2bhzYKKlVNPeEmLUDru0hKbShZ16Wpi0GEMoZeE3AZWarUQFPWdtwYrHZB76yezJQpwJDlWsvHO3YM5Rj8mSoxrFOeaCQMIpRJJlILuR+Do5Vivdfw+SGlemf2VgxrCkqS4R/yzwDYG2Ntakgfil7m6nAw0mscL+mj1RB13KQGR0p/DCKUSRbDeBLDLXHWYFy4MWDt0T90vcnuF9FHTj0lIs9EBYP90WXSA8NuaB3mw9OeVEELJBXhodHDR6UppXYBcInIThHZqo/MYj4xGkKUmvS0P0RpRf9wfWy6pAbRm7yeih7OS2QUayJE2qgmoyO6iKY1BhEibZZ53J3xRMQgQtOc3pR1JNXlmCzhpiwAFXpKE6IJYZ8IEREZxpoIEREZxiBCRESGMYgQEZFhDCJERGQYgwgRERnGIEJERIb9fw9fNh6JBfBSAAAAAElFTkSuQmCC\n", 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fid = {}\n", "sym = {}\n", "\n", "base = '/Users/hattifattener/Documents/ias/mbii/2pt/ns300_nd1000/v9/'\n", "for i in xrange(2):\n", " for j in xrange(2):\n", " fid[(i+1,j+1)] = np.loadtxt(base+'EE_corr_%d%d_splitby%s.txt'%(i+1,j+1,central_name)).T\n", " sym[(i+1,j+1)] = np.loadtxt(base+'symmetrised/EE_corr_%d%d_splitby%s.txt'%(i+1,j+1,central_name)).T\n", " \n", "fid[(0,0)] = np.loadtxt(base+'EE_corr_%d%d_splitby%s.txt'%(0,0,central_name)).T\n", "sym[(0,0)] = np.loadtxt(base+'symmetrised/EE_corr_%d%d_splitby%s.txt'%(0,0,central_name)).T\n", "\n", "print fid[0,0][2].sum()\n", "print sym[0,0][2].sum()\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "sel=(sym[0,0][2]>0)\n", "plt.plot(fid[0,0][0], fid[0,0][1], color='plum', lw=2)\n", "plt.plot(sym[0,0][0][sym[0,0][1]>0], sym[0,0][1][sym[0,0][1]>0], color='purple', lw=2, ls='--')\n", "#plt.errorbar(fid[1,1][0], fid[1,1][1], yerr=fid[1,1][3], elinewidth=2, linestyle='none', color='plum')\n", "plt.errorbar(sym[0,0][0][sym[0,0][1]>0], sym[0,0][1][sym[0,0][1]>0], yerr=sym[0,0][-1][sym[0,0][1]>0], linestyle='none', color='purple')\n", "plt.errorbar(sym[0,0][0][sym[0,0][1]<0], abs(sym[0,0][1][sym[0,0][1]<0]), yerr=sym[0,0][-1][sym[0,0][1]<0], fmt='x', linestyle='none', color='purple')\n", "plt.errorbar(fid[0,0][0], fid[0,0][1], yerr=fid[0,0][-1], linestyle='none', color='plum')\n", "plt.xscale('log')\n", "#plt.yscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "#plt.ylim(1e-4,1e-1)\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel('EE Correlation', fontsize=18)\n", "plt.title('All Galaxies', fontsize=20)\n", "plt.show()\n", "print fid[0,0][1]\n", "print sym[0,0][1]\n", "\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "plt.plot(fid[1,1][0], abs(fid[1,1][1]), color='plum', lw=2)\n", "plt.plot(sym[1,1][0], abs(sym[1,1][1]), color='purple', lw=2, ls='--')\n", "#plt.errorbar(fid[1,1][0], fid[1,1][1], yerr=fid[1,1][3], elinewidth=2, linestyle='none', color='plum')\n", "plt.errorbar(sym[1,1][0], abs(sym[1,1][1]), yerr=sym[1,1][-1], linestyle='none', color='purple')\n", "plt.xscale('log')\n", "#plt.yscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "#plt.ylim(1e-4,1e-1)\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel('EE Correlation', fontsize=18)\n", "plt.title('$cc$', fontsize=20)\n", "plt.show()\n", "\n", "print fid[1,1][2]\n", "print fid[1,1][1]\n", "print sym[1,1][1]\n", "\n", "\n", "\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "sel=(sym[2,2][2]>0)\n", "plt.plot(fid[2,2][0], abs(fid[2,2][1]), color='steelblue', lw=2, label='Unsymmetrised')\n", "plt.plot(sym[2,2][0][sel], abs(sym[2,2][1][sel]), color='midnightblue', lw=2, ls='--', label='Symmetrised')\n", "plt.plot(sym[2,2][0][(sym[2,2][1]<0) & sel], abs(sym[2,2][1][(sym[2,2][1]<0) & sel]), 'x', ms=8, color='midnightblue', lw=2)\n", "plt.errorbar(fid[2,2][0], fid[2,2][1], yerr=fid[2,2][-1], linestyle='none', color='steelblue')\n", "plt.errorbar(sym[2,2][0][sel], abs(sym[2,2][1][sel]), yerr=sym[2,2][-1][sel], linestyle='none', color='midnightblue')\n", "plt.xscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "plt.ylim(1e-7,1e0)\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel('EE Correlation', fontsize=18)\n", "plt.title('$ss$', fontsize=20)\n", "plt.legend(loc='lower left')\n", "plt.show()\n", "print fid[2,2][1]\n", "print sym[2,2][1]\n", "\n", "print np.array(sym[2,2][-1])/np.array(fid[2,2][-1])\n", "\n", "\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "plt.plot(fid[2,1][0], abs(fid[2,1][1]), color='pink', lw=2)\n", "plt.plot(sym[2,1][0], abs(sym[2,1][1]), color='hotpink', lw=2, ls='--')\n", "plt.plot(sym[2,1][0][sym[2,1][1]<0], abs(sym[2,1][1][sym[2,1][1]<0]), 'x', ms=8, color='hotpink', lw=2)\n", "plt.errorbar(fid[2,1][0], fid[2,1][1], yerr=fid[2,1][-1], linestyle='none', color='pink')\n", "plt.errorbar(sym[2,1][0], abs(sym[2,1][1]), yerr=sym[2,1][-1], linestyle='none', color='hotpink')\n", "plt.xscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "plt.ylim(1e-7,1e0)\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel('EE Correlation', fontsize=18)\n", "plt.title('$sc$', fontsize=20)\n", "plt.show()\n", "print fid[2,1][1]\n", "print sym[2,1][1]\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "\n", "plt.plot(fid[0,0][0], abs(fid[0,0][1]), color='plum', lw=2, label='All')\n", "plt.errorbar(fid[0,0][0], fid[0,0][1], yerr=fid[0,0][-1], linestyle='none', color='plum')\n", "plt.plot(fid[1,1][0], abs(fid[1,1][1]), color='purple', lw=2, label='$cc$')\n", "plt.errorbar(fid[1,1][0], fid[1,1][1], yerr=fid[1,1][-1], linestyle='none', color='purple')\n", "plt.plot(fid[2,2][0], abs(fid[2,2][1]), color='steelblue', lw=2, label='$ss$')\n", "plt.errorbar(fid[2,2][0], fid[2,2][1], yerr=fid[2,2][-1], linestyle='none', color='steelblue')\n", "plt.plot(fid[1,2][0], abs(fid[1,2][1]), color='gray', lw=2, label='$cs$')\n", "plt.errorbar(fid[1,2][0], fid[1,2][1], yerr=fid[1,2][-1], linestyle='none', color='gray')\n", "plt.plot(fid[2,1][0], abs(fid[2,1][1]), color='pink', lw=2, label='$sc$')\n", "plt.errorbar(fid[2,1][0], fid[2,1][1], yerr=fid[2,1][-1], linestyle='none', color='pink')\n", "plt.xscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "plt.legend(loc='lower left')\n", "plt.ylim(1e-7,1e-0)\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel('EE Correlation', fontsize=18)\n", "plt.show()\n", "plt.close()" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[ 2.87846497e-02 2.51954540e-02 5.49502231e-03 -1.22025044e-04\n", " -1.72581315e-05]\n", "[-7.36259129e-03 1.15238129e-05 -3.18854717e-03 1.75288015e-03\n", " 2.63923996e-04]\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fid_1h = {}\n", "sym_1h = {}\n", "fid_2h = {}\n", "sym_2h = {}\n", "\n", "base = '/Users/hattifattener/Documents/ias/mbii/2pt/ns300_nd1000/v9/'\n", "for i in xrange(2):\n", " for j in xrange(2):\n", " fid_1h[(i+1,j+1)] = np.loadtxt(base+'EE_corr_%d%d_splitby%s_1h.txt'%(i+1,j+1,central_name)).T\n", " sym_1h[(i+1,j+1)] = np.loadtxt(base+'symmetrised/EE_corr_%d%d_splitby%s_1h.txt'%(i+1,j+1,central_name)).T\n", " fid_2h[(i+1,j+1)] = np.loadtxt(base+'EE_corr_%d%d_splitby%s_2h.txt'%(i+1,j+1,central_name)).T\n", " sym_2h[(i+1,j+1)] = np.loadtxt(base+'symmetrised/EE_corr_%d%d_splitby%s_2h.txt'%(i+1,j+1,central_name)).T\n", " \n", "fid_1h[(0,0)] = np.loadtxt(base+'EE_corr_%d%d_splitby%s_1h.txt'%(0,0,central_name)).T\n", "sym_1h[(0,0)] = np.loadtxt(base+'symmetrised/EE_corr_%d%d_splitby%s_1h.txt'%(0,0,central_name)).T\n", "fid_2h[(0,0)] = np.loadtxt(base+'EE_corr_%d%d_splitby%s_2h.txt'%(0,0,central_name)).T\n", "sym_2h[(0,0)] = np.loadtxt(base+'symmetrised/EE_corr_%d%d_splitby%s_2h.txt'%(0,0,central_name)).T\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "sel=(sym[2,2][2]>0)\n", "plt.plot(fid[2,2][0], fid[2,2][1], ls='-', color='royalblue',lw=2, label='Unsymmetrised')\n", "plt.plot(fid_1h[2,2][0][sel], fid_1h[2,2][1][sel], color='royalblue', lw=2, ls=':')\n", "plt.plot(fid_2h[2,2][0][sel], fid_2h[2,2][1][sel], color='royalblue', lw=2, ls='--')\n", "plt.plot(sym[2,2][0][sel], sym[2,2][1][sel], color='midnightblue', lw=2, ls='-', label='Symmetrised')\n", "plt.plot(sym_1h[2,2][0][sel], sym_1h[2,2][1][sel], color='midnightblue', lw=2, ls=':')\n", "plt.plot(sym_2h[2,2][0][sel], sym_2h[2,2][1][sel], color='midnightblue', lw=2, ls='--')\n", "plt.xscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "#plt.ylim(1e-7,1e0)\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel('EE Correlation', fontsize=18)\n", "plt.title('$ss$', fontsize=20)\n", "plt.legend(loc='lower left')\n", "plt.show()\n", "print fid[2,2][1]\n", "print sym[2,2][1]\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fid = {}\n", "sym = {}\n", "\n", "base = '/Users/hattifattener/Documents/ias/mbii/2pt/ns300_nd1000/v9/'\n", "for i in xrange(2):\n", " for j in xrange(2):\n", " fid[(i+1,j+1)] = np.loadtxt(base+'gg_corr_%d%d_splitby%s.txt'%(i+1,j+1,central_name)).T\n", " sym[(i+1,j+1)] = np.loadtxt(base+'symmetrised/gg_corr_%d%d_splitby%s.txt'%(i+1,j+1,central_name)).T\n", "\n", "fid[(0,0)] = np.loadtxt(base+'gg_corr_%d%d_splitby%s.txt'%(0,0,central_name)).T\n", "sym[(0,0)] = np.loadtxt(base+'symmetrised/gg_corr_%d%d_splitby%s.txt'%(0,0,central_name)).T\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "\n", "plt.plot(fid[0,0][0], fid[0,0][1], color='plum', lw=2, ls='-', label='Unsymmetrised')\n", "plt.plot(sym[0,0][0], sym[0,0][1], color='purple', lw=2, ls='--', label='Symmetrised')\n", "plt.errorbar(sym[0,0][0], sym[0,0][1], yerr=sym[0,0][-1], color='purple', linestyle='none')\n", "plt.xscale('log')\n", "plt.yscale('log', nonposy='clip')\n", "plt.ylim(1e-3, 1e2)\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=20)\n", "plt.ylabel(r'$\\xi_{gg}(r)$', fontsize=20)\n", "plt.title('All Galaxies', fontsize=20)\n", "plt.legend()\n", "plt.show()\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "\n", "plt.plot(sym[1,1][0], sym[1,1][1], color='plum', lw=2, ls='-', label='$cc$')\n", "plt.errorbar(sym[1,1][0], sym[1,1][1], yerr=sym[2,2][-1], linestyle='none', color='plum', lw=2)\n", "plt.plot(sym[2,1][0], sym[2,1][1], color='purple', lw=2, ls='--', label='$sc$')\n", "plt.errorbar(sym[2,1][0], sym[2,1][1], yerr=sym[2,2][-1], linestyle='none', color='purple', lw=2)\n", "plt.plot(sym[1,2][0], sym[1,2][1], color='green', lw=2, ls=':', label='$cs$')\n", "plt.errorbar(sym[1,2][0], sym[1,2][1], yerr=sym[2,2][-1], linestyle='none', color='green', lw=2)\n", "plt.plot(sym[2,2][0], sym[2,2][1], color='hotpink', lw=2, ls='--', label='$ss$')\n", "plt.errorbar(sym[2,2][0], sym[2,2][1], yerr=sym[2,2][-1], linestyle='none', color='hotpink', lw=2)\n", "plt.xscale('log')\n", "plt.yscale('log', nonposy='clip')\n", "plt.ylim(1e-3, 1e2)\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=20)\n", "plt.ylabel(r'$\\xi_{gg}(r)$', fontsize=20)\n", "plt.title('Symmetrised', fontsize=20)\n", "plt.legend()\n", "plt.show()\n", "\n", "print sym[1,1][1]\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "\n", "plt.plot(fid[1,1][0], fid[1,1][1], color='plum', lw=2, ls='-', label='$cc$')\n", "plt.errorbar(fid[1,1][0], sym[1,1][1], yerr=sym[2,2][-1], linestyle='none', color='plum', lw=2)\n", "plt.plot(fid[2,1][0], fid[2,1][1], color='purple', lw=2, ls='--', label='$sc$')\n", "plt.errorbar(fid[2,1][0], sym[2,1][1], yerr=fid[2,2][-1], linestyle='none', color='purple', lw=2)\n", "plt.plot(fid[1,2][0], fid[1,2][1], color='green', lw=2, ls=':', label='$cs$')\n", "plt.errorbar(sym[1,2][0], fid[1,2][1], yerr=fid[2,2][-1], linestyle='none', color='green', lw=2)\n", "plt.plot(fid[2,2][0], fid[2,2][1], color='hotpink', lw=2, ls='--', label='$ss$')\n", "plt.errorbar(fid[2,2][0], fid[2,2][1], yerr=fid[2,2][-1], linestyle='none', color='hotpink', lw=2)\n", "plt.xscale('log')\n", "plt.yscale('log', nonposy='clip')\n", "plt.ylim(1e-3, 1e2)\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=20)\n", "plt.ylabel(r'$\\xi_{gg}(r)$', fontsize=20)\n", "plt.title('Unsymmetrised', fontsize=20)\n", "plt.legend()\n", "plt.show()\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "\n", "plt.plot(fid[1,1][0], (fid[0,0][1]-sym[0,0][1])/fid[0,0][1], color='steelblue', lw=2, ls='-', label='All')\n", "plt.plot(fid[1,1][0], (fid[1,1][1]-sym[1,1][1])/fid[1,1][1], color='plum', lw=2, ls='-', label='$cc$')\n", "plt.plot(fid[2,1][0], (fid[2,1][1]-sym[2,1][1])/fid[2,1][1], color='purple', lw=2, ls='--', label='$sc$')\n", "plt.plot(fid[1,2][0], (fid[1,2][1]-sym[1,2][1])/fid[1,2][1], color='green', lw=2, ls=':', label='$cs$')\n", "plt.plot(fid[2,2][0], (fid[2,2][1]-sym[2,2][1])/fid[2,2][1], color='hotpink', lw=2, ls='--', label='$ss$')\n", "\n", "plt.xscale('log')\n", "#plt.yscale('log')\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=20)\n", "plt.ylabel(r'$\\Delta \\xi_{gg}(r) / \\xi^\\mathrm{unsym}_{gg}(r) $', fontsize=20)\n", "plt.title('Unsymmetrised - Symmetrised', fontsize=20)\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Projected Correlation Functions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### $w_{g+}(x,y)$" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "fid = {}\n", "sym = {}\n", "\n", "base = '/Users/hattifattener/Documents/ias/mbii/2pt/ns300_nd1000/v9/'\n", "for i in xrange(2):\n", " for j in xrange(2):\n", " fid[(i+1,j+1)] = np.loadtxt(base+'GIplus_proj_corr_%d%d_splitby%s.txt'%(i+1,j+1,central_name)).T\n", " sym[(i+1,j+1)] = np.loadtxt(base+'symmetrised/GIplus_proj_corr_%d%d_splitby%s.txt'%(i+1,j+1,central_name)).T\n", "\n", "fid[(0,0)] = np.loadtxt(base+'GIplus_proj_corr_%d%d_splitby%s.txt'%(0,0,central_name)).T\n", "sym[(0,0)] = np.loadtxt(base+'symmetrised/GIplus_proj_corr_%d%d_splitby%s.txt'%(0,0,central_name)).T\n" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[4.80667064e+00 2.70945565e-01 2.09488183e-02 2.75550497e-03\n", " 8.70598406e-04]\n", "[1.03174062e+00 1.02021317e-01 1.15377444e-02 1.21946323e-04\n", " 1.00919383e-04]\n" ] } ], "source": [ "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "plt.plot(fid[0,0][0], abs(fid[0,0][1]), color='plum', lw=2)\n", "plt.plot(sym[0,0][0], abs(sym[0,0][1]), color='purple', lw=2, ls='--')\n", "plt.errorbar(sym[0,0][0], sym[0,0][1], yerr=sym[0,0][2], linestyle='none', color='purple')\n", "plt.errorbar(fid[0,0][0], fid[0,0][1], yerr=fid[0,0][2], linestyle='none', color='plum')\n", "plt.xscale('log')\n", "#plt.yscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "#plt.ylim(1e-4,1e-1)\n", "plt.xlabel('$r_\\mathrm{p}$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel(r'$w_{g+}(r_\\mathrm{p})$', fontsize=18)\n", "plt.title('All Galaxies', fontsize=20)\n", "plt.show()\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "plt.plot(fid[1,1][0], abs(fid[1,1][1]), color='plum', lw=2)\n", "plt.plot(sym[1,1][0], abs(sym[1,1][1]), color='purple', lw=2, ls='--')\n", "#plt.errorbar(fid[1,1][0], fid[1,1][1], yerr=fid[1,1][3], elinewidth=2, linestyle='none', color='plum')\n", "plt.errorbar(sym[1,1][0], sym[1,1][1], yerr=sym[1,1][2], linestyle='none', color='purple')\n", "plt.xscale('log')\n", "#plt.yscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "#plt.ylim(1e-4,1e-1)\n", "plt.xlabel('$r_\\mathrm{p}$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel(r'$w_{g+}(r_\\mathrm{p})$', fontsize=18)\n", "plt.title('$cc$', fontsize=20)\n", "plt.show()\n", "print fid[1,1][1]\n", "print sym[1,1][1]\n", "\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "plt.plot(fid[2,2][0], abs(fid[2,2][1]), color='steelblue', lw=2)\n", "plt.plot(sym[2,2][0], abs(sym[2,2][1]), color='midnightblue', lw=2, ls='--')\n", "plt.errorbar(fid[2,2][0], fid[2,2][1], yerr=fid[2,2][2], linestyle='none', color='steelblue')\n", "plt.errorbar(sym[2,2][0], sym[2,2][1], yerr=sym[2,2][2], linestyle='none', color='midnightblue')\n", "plt.xscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "plt.xlabel('$r_\\mathrm{p}$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel(r'$w_{g+}(r_\\mathrm{p})$', fontsize=18)\n", "plt.title('$ss$', fontsize=20)\n", "plt.show()\n", "\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "plt.plot(fid[1,2][0], abs(fid[1,2][1]), color='gray', lw=2)\n", "plt.plot(sym[1,2][0], abs(sym[1,2][1]), color='green', lw=2, ls='--')\n", "plt.errorbar(fid[1,2][0], fid[1,2][1], yerr=fid[1,2][2], linestyle='none', color='gray')\n", "plt.errorbar(sym[1,2][0], sym[1,2][1], yerr=sym[1,2][2], linestyle='none', color='green')\n", "plt.xscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "plt.xlabel('$r_\\mathrm{p}$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel(r'$w_{g+}(r_\\mathrm{p})$', fontsize=18)\n", "plt.title('$cs$', fontsize=20)\n", "plt.show()\n", "\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "plt.plot(fid[2,1][0], abs(fid[2,1][1]), color='pink', lw=2)\n", "plt.plot(sym[2,1][0], abs(sym[2,1][1]), color='hotpink', lw=2, ls='--')\n", "plt.errorbar(fid[2,1][0], fid[2,1][1], yerr=fid[2,1][2], linestyle='none', color='pink')\n", "plt.errorbar(sym[2,1][0], sym[2,1][1], yerr=sym[2,1][2], linestyle='none', color='hotpink')\n", "plt.xscale('log')\n", "ax.set_yscale('log', nonposy=\"clip\")\n", "plt.xlabel('$r_\\mathrm{p}$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel(r'$w_{g+}(r_\\mathrm{p})$', fontsize=18)\n", "plt.title('$sc$', fontsize=20)\n", "plt.show()\n", "\n", "print fid[2,1][1]\n", "print fid[1,2][1]\n" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ed_fid = {}\n", "ed_sym = {}\n", "ee_fid = {}\n", "ee_sym = {}\n", "gg_fid = {}\n", "gg_sym = {}\n", "wgp_fid = {}\n", "wgp_sym = {}\n", "\n", "base = '/Users/hattifattener/Documents/ias/mbii/2pt/ns300_nd1000/v9/'\n", "for i in xrange(2):\n", " for j in xrange(2):\n", " ed_fid[(i+1,j+1)] = np.loadtxt(base+'ED_corr_%d%d_splitby%s.txt'%(i+1,j+1,central_name)).T\n", " ed_sym[(i+1,j+1)] = np.loadtxt(base+'symmetrised/ED_corr_%d%d_splitby%s.txt'%(i+1,j+1,central_name)).T\n", " ee_fid[(i+1,j+1)] = np.loadtxt(base+'EE_corr_%d%d_splitby%s.txt'%(i+1,j+1,central_name)).T\n", " ee_sym[(i+1,j+1)] = np.loadtxt(base+'symmetrised/EE_corr_%d%d_splitby%s.txt'%(i+1,j+1,central_name)).T\n", " gg_fid[(i+1,j+1)] = np.loadtxt(base+'gg_corr_%d%d_splitby%s.txt'%(i+1,j+1,central_name)).T\n", " gg_sym[(i+1,j+1)] = np.loadtxt(base+'symmetrised/gg_corr_%d%d_splitby%s.txt'%(i+1,j+1,central_name)).T\n", " wgp_fid[(i+1,j+1)] = np.loadtxt(base+'GIplus_proj_corr_%d%d_splitby%s.txt'%(i+1,j+1,central_name)).T\n", " wgp_sym[(i+1,j+1)] = np.loadtxt(base+'symmetrised/GIplus_proj_corr_%d%d_splitby%s.txt'%(i+1,j+1,central_name)).T\n", " \n", "ee_fid[(0,0)] = np.loadtxt(base+'EE_corr_%d%d_splitby%s.txt'%(0,0,central_name)).T\n", "ee_sym[(0,0)] = np.loadtxt(base+'symmetrised/EE_corr_%d%d_splitby%s.txt'%(0,0,central_name)).T \n", "ed_fid[(0,0)] = np.loadtxt(base+'ED_corr_%d%d_splitby%s.txt'%(0,0,central_name)).T\n", "ed_sym[(0,0)] = np.loadtxt(base+'symmetrised/ED_corr_%d%d_splitby%s.txt'%(0,0,central_name)).T\n", "gg_fid[(0,0)] = np.loadtxt(base+'gg_corr_%d%d_splitby%s.txt'%(0,0,central_name)).T\n", "gg_sym[(0,0)] = np.loadtxt(base+'symmetrised/gg_corr_%d%d_splitby%s.txt'%(0,0,central_name)).T\n", "wgp_fid[(0,0)] = np.loadtxt(base+'GIplus_proj_corr_%d%d_splitby%s.txt'%(0,0,central_name)).T\n", "wgp_sym[(0,0)] = np.loadtxt(base+'symmetrised/GIplus_proj_corr_%d%d_splitby%s.txt'%(0,0,central_name)).T\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(1, 1, 1)\n", "dee = (ee_sym[0,0][1] - ee_fid[0,0][1])/ee_fid[0,0][1]\n", "plt.plot(ee_fid[0,0][0], dee, color='purple', ls='--', label='EE', lw=2)\n", "ded = (ed_sym[0,0][1] - ed_fid[0,0][1])/ed_fid[0,0][1]\n", "plt.plot(ed_fid[0,0][0], ded, color='royalblue', ls=':', label='ED', lw=2)\n", "dwgp = (wgp_sym[0,0][1] - wgp_fid[0,0][1])/wgp_fid[0,0][1]\n", "plt.plot(wgp_fid[0,0][0], dwgp, color='hotpink', ls='-.', label='$w_{g+}$', lw=2)\n", "dgg = (gg_sym[0,0][1] - gg_fid[0,0][1])/gg_fid[0,0][1]\n", "plt.plot(gg_fid[0,0][0], dgg, color='orange', ls='-',label='gg', lw=2)\n", "plt.legend(loc='lower right')\n", "plt.xscale('log')\n", "plt.axhline(0,color='k',ls=':')\n", "#ax.set_yscale('log', nonposy=\"clip\")\n", "plt.xlabel('$r$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.ylabel(r'$(\\xi^\\mathrm{sym}-\\xi^\\mathrm{unsym})/\\xi^\\mathrm{unsym}$', fontsize=20)\n", "plt.title('All Galaxies', fontsize=20)\n", "plt.xlim(0.05,33)\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Catalogue level tests" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "33880\n" ] } ], "source": [ "import fitsio as fi\n", "\n", "\n", "# Read in the catalogues from coma\n", "base = '/Users/hattifattener/Documents/ias/mbii/2pt/ns300_nd1000/v6/'\n", "fid = fi.FITS('/Users/hattifattener/Documents/ias/mbii/cats/base_subhalo_shapes-v9-ndm1000-nst300.fits')[-1].read()\n", "sym = fi.FITS('/Users/hattifattener/Documents/ias/mbii/cats/base_subhalo_shapes-v9-ndm1000-nst300-symmetrised0.fits')[-1].read()\n", "print fid.size" ] }, { "cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Subhalo catalogues are equal in length : True\n", "Central flags are rotationally invariant : True\n" ] } ], "source": [ "central_name='most_massive'\n", "print 'Subhalo catalogues are equal in length :', (fid.size==sym.size)\n", "print 'Central flags are rotationally invariant :', (fid[central_name]==sym[central_name]).all()\n", "\n", "ids = np.unique(fid['halo_id'])\n", "ncent = [len(fid[(fid[central_name]==1) & (fid['halo_id']==hi) ]) for hi in ids]\n", "ncent = np.array(ncent)" ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Maximum no. of centrals per halo : 1\n", "Minimum no. of centrals per halo : 0\n", "Global satellite fraction : 3363/33880 (9.926 percent)\n" ] } ], "source": [ "print 'Maximum no. of centrals per halo :', ncent.max()\n", "print 'Minimum no. of centrals per halo :', ncent.min()\n", "print 'Global satellite fraction : %d/%d (%3.3f percent)'%(fid[(fid[central_name]!=1)].size, fid.size, 100*(1 - fid[(fid[central_name]==1)].size*1.0/fid.size) )" ] }, { "cell_type": "code", "execution_count": 52, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "All subhalos\n", "Mean e1 : 0.0013 +- 0.0009\n", "Mean e2 : 0.0009 +- 0.0009\n", "Mean e1 (symmetrised) : 0.0007 +- 0.0009\n", "Mean e2 (symmetrised) : 0.0006 +- 0.0009\n", "\n", "Satellites\n", "Mean e1 : 0.0041 +- 0.0026\n", "Mean e2 : 0.0012 +- 0.0025\n", "Mean e1 (symmetrised) : -0.0014 +- 0.0026\n", "Mean e2 (symmetrised) : -0.0012 +- 0.0026\n", "\n", "Centrals\n", "Mean e1 : 0.0010 +- 0.0010\n", "Mean e2 : 0.0008 +- 0.0009\n", "Mean e1 (symmetrised) : 0.0010 +- 0.0010\n", "Mean e2 (symmetrised) : 0.0008 +- 0.0009\n" ] } ], "source": [ "cmask = (fid['most_massive']==1)\n", "print 'All subhalos'\n", "print 'Mean e1 : %3.4f +- %3.4f'%(fid['e1'].mean(), fid['e1'].std()/np.sqrt(fid['e1'].size) )\n", "print 'Mean e2 : %3.4f +- %3.4f'%(fid['e2'].mean(), fid['e2'].std()/np.sqrt(fid['e2'].size) )\n", "\n", "print 'Mean e1 (symmetrised) : %3.4f +- %3.4f'%(sym['e1'].mean(), sym['e1'].std()/np.sqrt(sym['e1'].size) )\n", "print 'Mean e2 (symmetrised) : %3.4f +- %3.4f'%(sym['e2'].mean(), sym['e2'].std()/np.sqrt(sym['e2'].size) )\n", "\n", "print ''\n", "print 'Satellites'\n", "print 'Mean e1 : %3.4f +- %3.4f'%(fid['e1'][np.invert(cmask)].mean(), fid['e1'][np.invert(cmask)].std()/np.sqrt(fid['e1'][np.invert(cmask)].size) )\n", "print 'Mean e2 : %3.4f +- %3.4f'%(fid['e2'][np.invert(cmask)].mean(), fid['e2'][np.invert(cmask)].std()/np.sqrt(fid['e2'][np.invert(cmask)].size) )\n", "\n", "print 'Mean e1 (symmetrised) : %3.4f +- %3.4f'%(sym['e1'][np.invert(cmask)].mean(), sym['e1'][np.invert(cmask)].std()/np.sqrt(sym['e1'][np.invert(cmask)].size) )\n", "print 'Mean e2 (symmetrised) : %3.4f +- %3.4f'%(sym['e2'][np.invert(cmask)].mean(), sym['e2'][np.invert(cmask)].std()/np.sqrt(sym['e2'][np.invert(cmask)].size) ) \n", "\n", "print ''\n", "print 'Centrals'\n", "print 'Mean e1 : %3.4f +- %3.4f'%(fid['e1'][cmask].mean(), fid['e1'][cmask].std()/np.sqrt(fid[cmask]['e1'].size) )\n", "print 'Mean e2 : %3.4f +- %3.4f'%(fid['e2'][cmask].mean(), fid['e2'][cmask].std()/np.sqrt(fid[cmask]['e2'].size) )\n", "\n", "print 'Mean e1 (symmetrised) : %3.4f +- %3.4f'%(sym['e1'][cmask].mean(), sym['e1'][cmask].std()/np.sqrt(sym['e1'][cmask].size) )\n", "print 'Mean e2 (symmetrised) : %3.4f +- %3.4f'%(sym['e2'][cmask].mean(), sym['e2'][cmask].std()/np.sqrt(sym['e2'][cmask].size) )" ] }, { "cell_type": "code", "execution_count": 53, "metadata": {}, "outputs": [ { "data": { "image/png": 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WYvQmPaCl+TlWxZetaC404+nxsGXnFmp311K0sWjaz9WQGs3VhnCNbiEyRLyzZWn3lVoZHbDnzBCJsWlmqqnb0ePdBGMpsDDMMFXXV1G6o3TWz70DXlT/5PJSYFwCthBicWX2kkgkQyRH+70zXw72VO98/x0Aclfmxv1ckRuPnn4Pamj2un9kOcRaplX4kxm2EGKxZXbAnrLL0TfuY7h9GJ1Rh3OVc97z6h6qo+LGCm76m5vifi5DlgFDtgHVr3L2ubMcfPjgtIYHE93hnpLVNlAgOBFEDSZ9p74QYgnL2CWRqVX6jHYjvce04JlXkzerrvVMV//h1Vz9h1df8nOaC80ExgO898P3OHrgKLZiG0WbilCDKp7e8Ay71Iohy0BgPEBgPDBvUwUhhLgUGTvDDrjDjXetenRG3bw1RBaLuUBbFilaG95AE66l7R3wogZUjLlGbSZu034PSqaIEGIxZWzAnpkhkl2UzYZdG1h116qEPWdkx2NepbZBof3VdlRVZaJLWw6JtBSLBGy58SiEWEwZuyQSGJmeIbLqzlWsujNxwRrAlG8CHVgsFmwlNsa6xxg4PYCvW9uGbinRArohOxyw5cajEGIRZe4MO47Gu3Oa8MPRTgiFFj52Cp1ehznPjKIolF+nNTw4+tOjeHu9QIwZtgRsIcQiyrgZ9rkXz9H87WbcXW6C7iDmIjOGLAPGbCN3fe0ubKW2hXOrv/MmHHfB1gL43PvmPzYYgo5uUIAsC2aTihfYeN9GTj1zitf/v9cp+ccSbBU29BZtQ47Rpv0SkSWR5StS2yIvLy9aeGgxGhA0Nzeza9cuWlpapn0NWmusK+m2IiZdyXvZ2trK7t272bt376J3r8m4gP38f3+evmOxW5Gd+905/qLtL+a/QKcLToSLujT2Q/5RuG9T7GO9fvjtUcgJat/7Qlhe9jKyupxCj8r6zQXkbF2BolOiyyEgSyLLXaT4UmRXYGtrKwcPHlzwvPr6+gWD+tR2XzNbf00NMPFca7mK571J1zZjGRWwVVXlpr+5idf/5XVqrq9Bp9dReFMhikGbUc+3JT2qow9KTOBWYdgPvz0PhVlw04zaCL4A/OthODcO73NoBe8vjmAOjQLgMVvYdfNKuq9fjUdnjC6HwJSA7Q6ghtQ5GwCLxdP6g7nLhC6m6gcXrqExODg4rWtJPM0CrrQN2NTWWNJSbG6Z3mYso9awFUXhmj+6hs+/+nlqbq5h9Z2r2fLZLWz+1GY2f2rzghtm8PnBNwK3OeErN8NNxaAC/3USTk52oSEQhG/8XgvWJgVuXAM1lXDbRgx/fxc6s46Q0UAgy4IHbfnDXDRZuU/RK+itelDD6YdiWYnU5aipqWH37t2zCivFauMVq/0VxG5nFUteXl60DVa817qUdmGREqWR62/fvj1ak3q+9mbp3mYsVqu1qe9lurUZy6gZdsTMGiJxu9gLIRXycyEnGz5dC4O/h65xuHARqpxgNGrBumUUjAp8oRbWThZ6UhQFS6EF9wU3rpUFqAq0vHiS57/+PH/8yh+TXZQNaDcegxNBAmOB6Jq2SJx4Zr7JtH//flpbW2loaODhhx9m9+7d0VldrDZesdqAzdUmK5ZIUwEg7mtVV1fH3S4s0ooLtE8MUzvAxGr7FWlvlgltxmK1WkvXNmMZM8NWVZWGLzdw8hcn8Q5pWRmRGiJxGfXCkyeh3weV4eJNOh184Qb42AowqnDkDHzz93BmBAwK/Ok1sL5k1qUidUXGcu0oikLXOxcYOD3A4ccOR4+JLovIjcdlJzLDq66u5qGHHqKpqWlaMFiojVfEpbbJmk+sa11Ku7B4xGpvliltxuZac063NmMZE7D7T/ZzeO9hnt39bPRm3iXNsH99As574NgE5E5poGsywLVrIMsC7SNwZlgL1p/fApvKYl4qsoFGSx2B2z6/DoC3vvkWo13aGnc0U0RuPC47kZn1VJH/medr4zWz/dV8rcQWEs+1LqVdGGiz+EgwbGlpmRVAY7X6kjZji0v/yCOPLNrF6uvrH0nUjY6j/3WUs786y/r71lO+qRz/iJ+cdTmYHKaFT/b64QfvQUCFj62Fyhlr3Xod5OXCy+0w4IM/2gzXVs55Ob1Fj+tI5B+rStWaIL09AXpPDhL0B1nzgTX4R/24L7gx2o1kV2Zf/gsXGef48eN4PB6OHz/O8ePHefbZZ/nyl7+MxWLB5XLR1NREeXk5Ho+HgwcPRttXeTwempqacDqdVFdXs2HDBpqammhra6OzsxOPx0NXVxf19fVYrVYURYn5dV1dXVzXOn78OF1dXXR2dqIoSvQXSF1dHdu3b8fpnP7/iU6no7GxEUVRaGpqorGxkR07dnD8+PHoc9fU1PDoo4/S1dXFrbfeyuHDh2M+B0B5ubaXYcOGDYD2yWSu63zrW9/i1VdfZfv27bS1tcV13M033zzrNZeWlk57b1wuF48++ih5eXnU1dXNGofL5Zo1/ljv5d13383hw4eZmJjA5XLx+OOPc+zYMXbs2IHFYmEhX/3qV7seeeSR+oWOy5gWYf91339x6ulTfOS7H6HAWYB/2E/5veWY880Ln/zsMXj+HOQZ4f9s05ZCYhn1gj8AeQsH2AtPX8A35MOcq6c8p5eeI6N863+8gt6s58/P/jkGDHQf6sZaao1ZP1uIdBZPu7DLJW3GZltSLcJCgRBtL7QBsOquVZM3HePZ5RgMwSvhdl53Vs0drAHs5riCNUyuY1srsuHXAxSfmmDjB2sIeoO88vVXpACUyFjxtgu7XNJm7PJlRMC++NZFfKM+8tfmY8u3oYZU9BatSt+CXjoLowGwG+D2mkUbk3OLk9xNueRudsIqrRHC7TeUggJnnj8Tzb8JjAdYzE8xQiRaome9e/bsmbXpR8QnI9L6Wg9qi/nV26svrYaIqsJLWglUbqkAg37RxmTINpBfF06Ov3UlHBmkcMjHF5sfonBLCYpO0fK1vSGCE0EMWRnxVgsh0lhGzLCzi7Ipvrp4WsA22OMIgAMuuNEOm+2wY23iBrihBHIM4AlR5J6I7myUIlBCiMWUEQF76xe28oV3vsD6+9bjH45zhh0MwtkOsOrhI+vBnMDNKzodXBveXPO6tl7uHnCjGLXALbnYQojFkBEBO8Lb72Xk9AgA5rwFskNeOgVuL9iyoKww8YO7I7w+3jrKb/77c/xT8T/R0dQByAxbCLE40j5gd/y+g8Gzg/hGfHQf6kYNqNhqbFjLrXOfdKYXftYGBwdhVQUsVG51MRTnQLkVbHpyzKAGVVpf0dbeJVNECLEY0j5gP7v7Wb6x5hu8++/vEvQEsZZaKbyxcO6a18EQ/Pg9rajTqlzIy0neYP9gI9yTz1V3FgNw7uVzBHwBWRIRQiyKtA7YY91j9B7txWA24ChyYHKaKL6jGEU/z4z51yeg1wtWHXzq0jujX5GKAjDocdihdK0Dv9tP17EuWRIRQiyKtA7YrQ3akkLR2iJMOSZK7i5BZ5pnyANjcPC89vWHasA+z7JJIuj1sH4VKDquKtbqlbQ3thMYk1xsIcSVS+uAffLJkwCUbi6lZFtJtALenH7yDvhUqMyCO1YnYYQxFDhhy3quulGrk3Dh7Q6C3iChs/2pGY9Iifr6eurr6zlw4EC0bvJiiNSCnvk1MO1rMelK3pdIsaepNbZTKW0D9kTPBOcPa7PlTX+0aeGskKMX4cSw9or+4Or5t6AnmiOLgr33UFiVi2/Cz8D5AQLffg9+dTx1YxJJE2kR9tBDD7Fz506qq6vjajkVT1C/lBZhS128rzFd231djrTdftfd3I170I3FYWHl3SvnP1hVwT0I1+eA3Q6Vs+vypsJH99+P5+w4ePX4T3sxP9cGm8ugYu6SkeLyfVX56pw/u3ffvdQ9pFVja6pv4tndz8557P9W/3f06/q6erqau2Y9Ph9pEZZ48b7GdG73dTnSdobd804POoOOyvdVLtwTcWgEJrywPhc+tiU5A4xD2dYycsJtywKVdi1z5Q3par3ULcUWYene6isynkxq93VZVFVdtD91dXXqYul+sVs9850zam9z78IHN59U1RffUtXznYv2/Itl6OiQevZ7Z9XO58+r6jOva+McHE71sEQStLS0qPv27VNra2vVffv2RR/fuXOnqqqq2tTUpO7Zsyf6eG1t7bTz9+3bp+7du3fWedu2bYs+NtfX8Vxrz5496v79+6Njmc9cx+7Zs0c9ePCgqqpq9O/IWFpaWlRVVdW9e/dGX//M1xzPcXO9DzNfY+R6M19L5H2J9RpiXfvgwYPTHtuzZ8+C78+VAhrVOGJs2s6wA+MBdHodtjLb/Ad2uuB7LdA0CsXp89El4tzvz/HUXz/F7//zLdiyQnvwbDuEQqkdmEiYpdgiLFNafUHmtPu6HGkZsFVVnazKl71ADZCDZ7ROMnoDmOPoPpNkORU5uAfdtL3chlpepI3xlAt+cyLVQxMJshRbhGV6q6+5XkMq231djrRsETZ8bpjv7vgufS191P23url3NXr98KOjEFRh11Xa9vA0Yy+30/gfjbgH3ay5dy05ehM83QFtw/C+MrCm3y8ZcWWWYouwQ4cOpXWrr0j39HRo93U5MrpF2In9J3jy/icp2VjC7qO75z6w4RQ8dXbh1l8ppKoqT7z/CU4dPMWNf3UjO/6fbbD3JehwwyYn/NlNqR6iELPE0yJMWn0tnoxuEdbzTg8A+TULrEkfDrf+uqE8LYM1gKIo1IQr+b35zTfpercHPrVZa7h+dAhOdqd2gELMEG+LMGn1lXxpGeV6jmoBu2B9wdwHne6FHg8YFbgrRbsa41RxfQVr7lhD0Btk/679eBw2qA2/tieOyQ1IkVbinS1Lq6/kWzBgK4qyLfxnbzIGBNB3og+Aog1Fcx8UrjXNpjzIiqNzegoZsg1c9+nrKLyqEFuJjYAnAPdvAYtO+6Xz4tlUD1EIkQHmDdiKotQC21VVbQBqw98nVNAfZKhtCICizXME7EAAKhS4Jx8+uC7RQ7piBpsBvUnPh//5wzz4woPYSmxaYaq7wml+hzu03ZpCCDGPebemq6raDES2G1WHv0+ogdMDhAIhbIU2soqzYh/UM6gtI6x0Qrkz9jFpJJKaaLKY0Bu1RsBqSGV4TRGO611QaQLXKDjTL8tFCJE+4qoloijKHmCedI3Fk12UzU1fuImgJxhtYjtNKARHLoCV5LT+WgSR1xHJLfcMezjwwAF63uth9y/vw+Z2wYUeCdhCiHnFddNRVdXHgN2KoszKalcU5SFFURoVRWns6+u74gFlFWRRc1MNa+9YiyErRsB++wI83QWHhyE/M4oomZwm0IFv0EfQE8SYZcTv9jPWNcZTe14lpAI9Q9AznOqhCiHS2IJr2FPWrVuBWbtiVFWtV1V1q6qqWwsLr3zGG5wIQgh0Zh06Y4zhHW7X/l6Rm7apfDPpjDqsxVozBfdFN3qjnp3/tZPsomzaXjzPsed74Jl++NmxFI9UCJHOFop424DI5n4HWtBOqFe+/gqtv29FMc+xu7FzXPu7riLRQ1lUWRXaerz7ohsAe5mdrX+m5cn3jIbAr8KJIRgcT9kYhRDpbaGAXQ9UK4qyE0BV1QOJHIx31MvL//Ayr333tdjr124vjAS0TSfV6VfoaT6RLu8TFydQQ1pGSP4a7TUM9XtgZTYEgV+dTNUQhRBpbt6AraqqK7zkcUBV1YTfdOw7rq2B55bmYs6NkVt9JrxG7jSCeYGiUGnGlGvCYDcQ8oXw9nkByFutfXgZPDsI28KbD5p6tRopQggxQ1otAvce6QXAUeHAaIsRkMP52ZRkJ3FUi2fmsoizRktJ9I354NoKyDeBJwSHzqRsjEKI9JVWAbvniLYl3VHhiN1w98KI9neFPYmjWjxZ5eGAfUEL2NY8K18Z/QpfOvMl7QbqbZXaga9ekO3qQohZ0ipgR2fY5Y7Ya9hbc+BuJ9SVJXlki8NaYkUxKPiGfATGAyiKgsk2pbzqHashSw+KCh0DqRuoECItpVfAPqoFbGelc/YMOxQCnw8KTFCW/rsbY1H0CtbSyfS+WYwG+NwG2J4HrvQomC6ESB9pE7B9Yz7sZXYsORayi7LRmWcMbXxCq7dhtYBen5pBLoLoOnZ4WeTt772iODdcAAAgAElEQVTNv1b/Ky/9n5e0A9aUaa/PNQqjkuInhJiUNgHbZDPxx7/7Y3b+y06MNuPsLjOvd8BLQ9AVSM0AF0lkHXuiawI1qKIoCq42FwOnwksgRoO25X4kAD8/msKRCiHSTdoEbNAa7yo6JfYNx5Yh6PaBL/njWkyGbAMmpwk1oDLRMxHNFBlsmbIEUlQADYPwej8c7UzRSIUQ6SZtArbH5cE/puUfx7zh2B1eHliVmevXU01dFpmWix1ht0JteJv/06eSPTwhRJpKm4D9+I7H+Y/r/oPB84OzZ9jBEAxom01YnRkV+uYTXRa5OIGtxIYxy8jEwAQel2fyoPs2gkGBC25490KKRiqESCdpEbDVkErfsT78436y87NnB+zzg9q27Ww9OOaokZ1BzIVmdCYd/hE/gdFA7GURRxZcH27g8MzpFIxSCJFu0iJgD7UO4Xf7ycrPwmwzz14SaQnfkCuyJn9wCaDolGhtkTmXRQA+slHrWdk5Ac3tyR6mECLNpEXAnrrDESY7tES1u7S/yzNzh2MsU3c9bv70Zu7+x7sp3lI8/aAcK9xQon393BlpIybEMhdXx5lEi2yYcZQ6QAF91ow86zwDVFlgXWZV6JtPdB27Z4L1n1wfu/Y3wL0boWsY1lqljZgQy1xazLCnFn0yZBlQdFNysFUVCnXwvlzYVJqiES4+vUWPudAMIS0ne052M+xcD3YDtF2UWbYQy1j6BeyZNxw9PggGtQ0lpswqqbqQyCx77PwYp545ReO3GmMfWF6kvf6RMakxIsQylhYB+6M/+Cjb/347jrIYRZ9a++GiB3QmmLn7McNFmxp0TfDkJ57kuS8+h288xs4gvR5sTjg4CN95Wyr5CbFMpUXALr++nKs+dBV6k372DLupE14dhlNLr66GOd+MzqwjNBHCUaXdcB1qHYp98JpScIegzwfvSF62EMtRWgRsAP/4HLscO8e0v1dmRof0S6EoCtYybZadU6rdTBxqmSNgW02wNZyX/duEt9YUQqShlAfsthfaaPhyA+dfPQ8we4bdG979V7N0MkSmyirT1rFteTYgRi72VB9cD3qgfRxa+pIwOiFEOkl5wD73wjkO7z1MZ5NW5GhawO4d1VpmGRUoX3ozbCA6w7batb/nDdjObNgcbmL/vNQYEWK5SXnAHm4fBsBitwAzAvbZ8CyywKy10FqCDFla9T57gbYpaM4lkYgPXqV1jT85DD0jiR+gECJtpDwKjnRoQSc7T2taMG0DyfnwDsdSWwpGljzWMiv2Yi1g+8YWqB9b4YDVdu1TxxG5+SjEcpLynY6RGXZ2XvbsG45D4Q0lK3OTPKrkyirPwl5k58EnH6RqV9XCJ9y/CU6cBYsHAgEwpPw/oxAiCVI6w1ZVleEOLWBn5WXNvuFYZ4ePF8LWihSMLnksRRZ0Jh0hd4iAO46OOuV5UJirlZ3tlJuPQiwXKQ3Y7j43QW8Qc44Zo8U4PWD7A9ouR7MeHNmpG2QSKHoFa0l4E03nPNvUp6osgYAKL7SC15/A0Qkh0kVKA7Z3xEvJtSUUrCkAwGibsvXcNabVzcjOWnI7HGOxllk5/pvj1N9Sz5vffHPhE5w5cHgY3nDBC2cTP0AhRMqlNGDnrc5jd/Nu7t17LzAjQ6ShFZ7uh3OeOc5eWqxlVtSQyljP2GRD3vkoCtwQXip6uUNbHhFCLGkpzxIBrfkuzNjleG5Yy8HOXdrLIRHGHCOOFVquef+J/vhOunM1ZOnB5Yc3ziVucEKItJDSgO0b96GGVAJj4YAdmWEHQ9AdXsvdVJKi0SWXoigUbtH6VQ6dXSAXO8JogOvDTQ9elxQ/IZa6lAbsX/7xL/kH6z9w7vVz6Ew6dObwcFr6wK+CTQ/Fy6dgf/FWLfgOXxgmNGOJY6xnjB9/4MezS7Deskr7+9yY3HwUYolLacAebh8m6AtisVuwFFtQIjcXj2v1salY2htmZsqtzsXqsBIKhGZV7Ru5MMLZX5/luS8+N/2kMgfkmbSMkWaZZQuxlKU8YIOWg20tndJgNxKsqp0pGFXq6Ew6csu1TULdb3VP+1nJ1SXalnRgYmhG6t+GfCg0wvjSK0ErhJiUsi1yQV+Qse4xFEUhy5EVzUMmFIKL4cCzoXjuCyxRmz+1mbIjZVhMWm2VvuN9mPQm3O1u8qvyGWgboPudblbduWrypA+vg/IQGANaKuQySIMUYjlK2Qx75OIIqGB1WDHYDBgd4Rxsjw9uzIXaHKjKS9XwUqZudx0bP7ARfVDPqR+e4j+v/09+9umfMdo2St5K7f3oau6afpItC8wmbbPRiMyyhViqUhewI0Wf8rOxFlsn169HxqDQBDeULtkKffMx5ZvQmXX4R/0cfOQgvnEfikmh+PZi8ldrNcE73+ycfpKiQH4uDPihsT0FoxZCJEPKlkSmrV+XTFm/Hg53mMldXjccIwKeAEOuIZ7/y+cJeALkrsjlk899EmueVVvHBnre7Zl94pgOGgYhZwTu3pDkUQshkiFlAbvylkpu/W+3Ys42Yym1TP7g+fNgVmGDZe6Tl7CAJ8DTX3waAJ1Rx/0/ux9rnvYLrfjaYpyVTorWF6Gq6uSnEoDNZWA6AiMBONcPVQWpGL4QIoFSFrCzHdlUXVeF3qrHmBNevx4chzNjWhusZTrDtjqtmOwmfKM+tj+2nbKtZdGfZZdkc+/X7iV7Zfb0YA1g0ENNDpwYhjc6JGALsQSlLGBPdGmpadaSKevXx8I304qsYFq+NZ4f+PkDDJ8f5po/vmba4yaHCQCfa44mB1eXaAH7eBy1SIQQGSdld/Xe+MYbnGw4iZI9ZaZ4OhxoqpbP7sZYqu+u5trPXTtrFm3MNaKqKq42F91vd88+cWul9umkzwu90j5MiKUmJQFbVVWaftjEWz96C6NzSknV9lHt73XycT4WnUFHf3s/T/3VUzz9J0/PPiDLDJXhpaQ3JFtEiKUmJQF7tH0U37gPvVFPTmQ27fZCv1fbzbehNBXDygjFW7TNRH3H+ggFYpRU3VIEZh2MuJM8MiFEoqUkYPe9q7W1spXY0EVyrY/3gArkm8BmTsWwMkLOihyy87MJeAMMnI6xVn1bNXykACr1EAgmf4BCiIRZMGArivJQ+M/exXrSgWNaoMmtnNJc1++FFRZYt7zqh1wqk9M0uePx7a7ZB2SZwWnXtqgPDid5dEKIRJo3YCuKsg1oUFW1HqgOf39F1JCKq8UFgKPaMfmDrJC2JX1H9ZU+xZJmckwG7Jg3HgHyHeALwXudsX8uhMhIC82wq4FIkG4Nf39FfIM+xnq13YzRgK2qkzUwcu1X+hRLmjHHiHOl9ilkVk2RCJMVftEHT7dLjWwhlpB5A7aqqvXh2TVALdA43/HxmOieQNEpWB1WcleEl0Q6BqFjAhQDmIzzX2CZU/QKxRu1G4897/agqursg4pzwWnUamR/5y2tAqIQIuPFddNRUZRa4KCqqs0xfvaQoiiNiqI09vX1LXitie4Jrv7Y1fxZ059x7eeu1R5svACvuuA9qTQXD0eNg/f/X+/n87/7/OwdjxH3b9Ryso8OwU/fTur4hBCJEW+WyDZVVR+L9YPwLHyrqqpbCwsL572IGlLx9Ghd0C0lUzrMtGpr2tTIDcd4mJ1mitYUQWCeg7aUw/3rtTTJw93w3LFkDU8IkSBxZYlEgvWV3nT09nsJ+UMY7AYMWeGt56EQdIZzhjcsj4a7Vyqy2cg3NMcW9Yhba+CeKu3r58/Bqy0JHZcQIrHiyRLZqyhKi6IocbbynttE9wSeEQ8/eOAH1NeFl8b7xsATApMClY75LyAALVNk6MIQzz/8fOwdj1N9eCPcGO7c09Y9Wb5WCJFx5q2wpKpqA7Bo6xTefi/uQTehQAg1FL5Zdm5Q+zvPvCwbFlwOo92IzqjjQvMFRuKpGfKZWqg+DYExOHoGrl0PWdaFzxNCpJWkRsigO8j4gHZjMZohcjEccAolgMRL0SkUrC3AYDYwcmEEd/8C29B1OrhpHeTlarsfj7ZI5ogQGSi5AdszGbBzKsM1RIbCwaZkeda/vlzmPDPOynA+dqwdjzMpCmyohmNu+Ek7nIrRtUYIkdaSFrBVVSU4EWR8cMYMu9YBHy+EGyqSNZQlwegwLrzjcSa9Howm8KlwWKr5CZFpkhew/SpqSMUdnlHnVOZoOxzdE2DUQZ7MsC+FyWHCuUKbYccdsAFuXKH9fWIQgrIsIkQmSVrADnq0ynHTZtj+gLamqtfLDsdLNLWmSFxLIhEbSsBmgIkQvH0hQaMTQiRC0vpwBSe0gH3NJ69BzVYpWFcAR7rgmT6oscMtc+zYEzEZ7AacK5ysunEVqz++enZT3rnodLA5H17r0Xo/bl2R+MEKIRZF8gJ2eIZdc2cNJXeFN8gcHgZ3CEISrC+VoihYCi3csvsWyu4piy9YR9xcpQXs08NacSizfLoRIhMkb0kkPMPWW/WTD3aHN3FIhshlWbAp71yqCyDPBH4VmjoSMDIhRCIkLWAHPAFGe0c5+vOjnH/5vPZgr9Y5nfLcuU8UczI5TAT9Qc786gzN35lVl2t+91TB9jzIlRuPQmSKpC2JhDwh+s70cfjbhxloH2DlbSthyKv9cKUUfbocJocJz4iHZ//6WUx2E1f/4dXojfqFTwTYuhLeGNa60gSCYIjzPCFEyiRvhj0RmJ4h4hrXaogYFCiWpgWXw+QwkZ2fTW5ZLr5RHxdeu4SsD4sJcm0QUqF3MHGDFEIsmqSm9bkHtRzs3BW5cC5cS8pplBoil0mfrUcxKpRu1LrMn/3N2Uu7gGKFQ4Pwg6MJGJ0QYrEl9abjtG3pJmCLTUsxE5dFURRMDhNlm8sAaPnNJZZPXVkIA3644IYBqeInRLpL6gw7uiRSmQumEFyVDdeXJmsIS5LJYaJ4XTF6k56u5i7G+y6ha48jC1Zkgwq82pawMQohFkdSAnYoGCLkCzHWF26+u8oB4+EMESnzeUXMBWYMZgPF64pBhdaDrZd2ga3hX5jvSDEoIdJdUgJ2cCKIf8KP0WrEnGvG4rBAcz90erWbX+Ky2WvsWEoslG4oJacsh6A3eGkXuLEK9Ar0eOGCKyFjFEIsjqSk9QU9QUxZJj79w09TsqMEZcwDb7m0JrH3W5IxhCVL0SuU3FnC5vHNbPjABizFFtSgiqKPc+djllkrDXB6BF5qgc/UJXbAQojLlrQZNmi7HA1mA5wPZ4jkmkAvGSJXSmfSUf7+cvRWPZ4eD32H+1BVNf4L3LJS+/tIv7ZVXQiRlpITsMN1RPSW8OaMjvBH7wKZXS8WQ7aBkm0luIfddLzcwdDbl9CCs7YC7iiCbU64KGvZQqSrpC2JvPn4m3Se6OSef7uHDa5R7QfF2cl4+mXj/Gvn+dlf/Iziq4pxVjox2AzkrM1Z+ESdDu65Ct4+CRd7obwIzHJvQYh0k7QlkdGeUUY7R9Gb9NAXbgtWHkcwEXGrvLESRafQd7YPv8dP/+v98ReGyrFBgRO8AXjxdGIHKoS4LEkL2GP9Wkqfc5UTBsI1RFZIDZHFZM2zUn59OSF/iGHXMKgw2jIa/wXKS+BXA/D0eTgv29WFSDdJCdgBdyAasB2l2ZPPXOFIxtMvKzXvrwGg57S2Fj3WOhb/DUhHNtTkahtpfibb1YVIN0kJ2GPdY4QCIaz5Vkwm4N4C+EylVIhLgEjAPvfyOQw2A0F3EE+3J/4LfGKTlm55dhROXELrMSFEwiUlYA+3DwPgqJqywzFXbjgmQvl15VgcFgbPDhI0atk5Y62XUCekOAdqC7WvnzqRgBEKIS5XwgO2GlIZ6RwBwuvXY5Et6ZLSlwg6g47q7dXoTXrGR7W6ImPntU84cfv4ZjApcHEC3jqfoJEKIS5VwgN20Bskb2UedZ+uY9OnN8FTLVrj3d5LbGsl4vb+f34/ewb3sOkzmzDnm1H9Ku4L7vgvkGuFG8M1Rp45DUHpSiNEOkh4HnZwIoij3EHhxkIq76uEh9u1xrv50scxUXIqJtMlT710CsZhwjfBuj9cp+00jcdHNsLpAaixwsAQFEkZXCFSLSkBG8K7HCf8MBYABckQSQLfmI9X/umV6PfKFxTyVudxzeeu4eY9N8/fad1qgs9tgbPtcL4LCvPgUjqzCyEWXeKXRDxBzrx0hvbGdgIt/VrKmN0AZmOin3rZC/qC3PKVW1h500rs4TZsA6cHOPTlQ/z2b367cLpfaYG249Htga6BJIxYCDGfhM+w/eN+3vjhG6hBla21u7QHpYZIUljzrNz99bsZax2j95Ve9Ll6RiZG+MWDv+DoT49y856bsRXPszSl00FxIRw4Dr9phq9tk2JdQqRQwgP28Plh1KBKdmE2hv7wja8iSelLpqzKLBSDQnA4yPqPreeTv/gkzmrn/ME6oqIQ+vwwFoRDp2HH+sQPWAgRU8KnS8PntBzsnIoc6Am3ryqVLunJpDPqyF6h/ZIcaxtjzQfXULC+IPrzloMtqKE5lkeMBrgrXH710HkIXGKDBCHEokl4wHa1a6VUHSsdsC4brrHBWsk4SDZbtTabHm0ZnbZ2/dZ/vMWPdvyIpz//NKG50ve2rYUcA4wG4OCpZAxXCBFDwgP2yAVt04xjlQOcOi1ol0mGSLJZS63orXoCowG8/d7o4wVXFWDMMvLO99/hzX9/M/bJBj3cXaV9/UI7+AKJH7AQYpbEB+zwLse8qlxtA4ZeLzVEUkDRKdhWabPsqVvVV925ig9960MAnHzq5NwXuGsN5Bq1tezfyixbiFRIaMBWVRXfuLaj0ek0wolxGAxJPm+KRJZFxs+NT1sWWffhdSh6hY7fd+Ad8cY+Wa+D7VXa1239EJLdj0IkW0KzREK+EHd86Q5CaoiqQj+81gXjEqxTxZRnQm/Va13sXX5MTq2rjMVhoeKGCjoOd9D2uzbWf3SOTJDbV0NwHExB6OrXOtMIIZImoTPsSC9Hc64Z/VC46FOe5GCniqIoWEutAEx0T0z7WaQs69nfnJ37AnodXFulfd3eJbNsIZIssQE7vC1dZ9HBQDhAFEgOdipZSrRfmDMD9up7VlO0qQhn9WQXIE+fh8Hmwekpf/kOrdJixxi8PE9wF0IsuoQuibT9ro3n/uo5qu+o5hPXhDNDpPFuSllLtBm2p9uDqqrReiLl15XzxSNfnHZs/2v9+IZ8mBym6Pr3hTcvcvSfj1GLnqIVo3BztZarLYRIuITOsAfPDuIedBPwBmDYrz1YKo13U8loN2LINhDyhfANzl3i1j/mxzek/XyiZ3I23rSviTeePMl77UMwHoRDZxI+ZiGEJq6ArShK7eVc3HVO2zSTW24Hd1Cr0lciATvV5loWARhsGeT0s6dxd0zWz/b0aC3GvKNejj15DIBr/+Rq7Ycvtku9bCGSZMGArSjKNuDbl3Px6KaZUhtk67UqffLxOeUiNx5n9noc6x7jG6u/wYEHDkzrtu4f9hOcCHJ8/3H849onpd88dYZ3zg3CSABekrVsIZJhwYCtqmoDMHg5Fx++oNURca7K0RrvfnLl5VxGLLLIOvZEz8S0G4q2EhtFm4vwu/2cf+U8KFoqYOTYd773DgCltaWcef4s7ZG2Y4fOySxbiCRI6Br2aJc2S3OWh280Sh/HtGDINmCwG1D9Kt6B6RtlVt+zGoDOI51YiizRolHdb3XT/mo7xmwjtz9yOwB9I36w6mDID6+1JfdFCLEMJSxg+yf8TLgm0Ol15OaHl0Es5kQ9nbhEU7NFporkY3cd7SKrMgtLsfZL9sgTRwDYeP9GKm6oAKD3eB/q7RWwIRt0blioIYIQ4opc8YKyoigPAQ8BrFixIvq4GlSp+3Qd/nE/xkMd0DkOu/JgxVxXEslkLbEyemaUie4JHJsni3FV3lSJwWxgqGMI1ahiLjSj6BQqNldgcBq45nPXkF2YTVZhFu4+NyOby8ktCILfC0MjkJebwlclxNJ2xTNsVVXrVVXdqqrq1sLCwujjBrOBDTs2cM3Oa1CGPOAJgcN6pU8nFomlVJs5e3o9qMHJmXHAFaB4XTEA5187j06vw1xoJr8qn7v+511U3lgJQNEmbVt674kBqNCO51xnEl+BEMtPPFkiO4Gt4b/jFtmWrrfoUEbD5TilrGraMFgNGHONqIHp69jjHeOUbS7DYDYw1qVV9Yssi0TS+2BKwD7aC2VFcN4LPzkHb19I3osQYplZcElEVdUDwIFLvXDboTYuvnWR8rpSCKhgVCBHbjqmE2uJFf+wn4muCSxFFlRVxd3hpua2Gm77+m3YVtgY7xvnl3/+S1ZsXMG6/HXRc6vurMLj8lC4sVArl6szgzsEz5yCq8u0fpBCiEWVsP+rGusbefmbL9N7NPwxOccoZVXTzMwNNH6Xn8BYAEuuhewKLTvkvR+9R/ur7bS93oZv0EfIp6XvXfWxq/jYDz/G2g+t1S72kY1g1kG3B16UvGwhEiFhAXu4XcvBzs3L0h5wSIZIuolkinj7vISCIcY7tJ6bWZVZKDqFoC/IS199CYD1H1oPqrbmHVOOFe4O31H+VStMzL3tXQhxeRIWsCO7HJ252sYLKauafvQWPSanCTWo4u3z4m7XtqNnVWRx4fUL/L357/EOe8kqyGLth7WZ9NS6IsMdw5x+7jTu/vA29g9cBXlGrcbIU0eS/nqEWOoSErC9I148wx70Jj22ldlwrR02FCx8oki6yLLIWOsY3gEvil7BWmalcMNkxs+6+9Zhq9Cq9U298fjMnzzDT+/9Ke2H27UH9Dr4+FXa1693Q9dIcl6EEMtEQgJ2pOiTrcCGwabA2ixYI53S01FkWWT0rLYr1VpqRWfQYc4xs+6+dRgsBm786xuxFFlAAW+/l5BfW8cu3KQF9d6jvZMXrK2E1XbI0sPpjuS+GCGWuIRUYhpqGwK0gK0P+bRfC1ZZw05HlhItEBNOxc5akRX92Sd+8gm8I15sJdrs2pRnwjfgw9PnIassi6KNWmpf37G+6Rd9sBaOnAQmYHgUcu1JeCVCLH0JmWGP946DAtkF2ejPDEOHB8ymRDyVuEJ6kz5a4Am09esIY5YxGqwBrMXh7ezhZZFpudhT5dugqlT7+myHbFkXYpEkZIZd96d1OCwO/ON+9MfPgQX4A8nLTVfWEiu+AR/mQjMG69z/JCzFFoaPD0frj0TWuQdODRD0B9Eb9ZMHV5bAuR54oRv6FLjnqoS+BiGWg4REUTWoooQUTFYTukAQcmV2nc7sa+yYnCYcm+bfiRrd8djvIRQMYbKZcFQ5CPqCDJ6dUYFXr4dgNrROwG/PQf9YgkYvxPKRkIAd3ZauhFAAnJLSl85MuSYqPlIRLaU6F71ZSwMkpOVuA9pOR2DwTIyS6XeugWKLVkfm66/A6+cWe+hCLCsJWRKJBuxQuKh9gRR9WiosxRZ8Qz48PR6sJVbu/da9mHPNmO0xbirrdPDF66H+LeicgB8eg6Pd8Nk6MBuTP3ghMlxiZtgT4YDtDxd9KrTNc7TIJJFlkfHz4wyfGEYdVfFc8DB8YpiRkyME3IHpJxTZ4St3wO1lWjZK8wB87UVwyRKJEJcqsTNsT3h7comkdS0VkUwR35CPgTcHZv1c/66e4juKo4Fde1AHD1wLm4rhh0cgTw9HTsOaFVAiG6qEiFdCZtjGHCM5V+VgHXdrs6oyKWq/VOiteopuLSJnfQ4563Owr7Xzyrdf4Zd/90uMTiNBT5DO33YycjrGLseNZfA/74AdKyEUglPnYHx253YhRGwJmWFbiixYHHqYMMHNpZAra9hLia3ahq16cplrpHeEkc4RjCuMWEusjJwYof+1fnxDPvKvy0fRTanSaDPDpho4fR5Od8HP3oM/fF8KXoUQmSdxydGecFF8aby75EU20PSd6KPg+gIKbyoEHYycHKHrYFd0iWyasmJoGITX+6GpPckjFiIzJS5gu8NFgqTx7pIXSe2L7Hi0r7FT9v4y9FY9nm4PF5+7iH/UP/0kmwXeV6J9/YtTEAwlc8hCZKTEBewX2uEXvXBiNGFPIdJDdIY9paaIpchC+YfKMeebCYwF6D7UTdA7Y6b90U1g1cGAD144k8whC5GREhewBybAq4JF8m2XukgRqJk1RQzZBkp3lGJymvAP++l5oWdaw1+sJti2Uvv6N23gnTELF0JMk7iAPRReEimWHOylLn9tPjqDjqHWIfzu6UFXZ9JRcncJ+iw9nh4Pva/2ok4tBrVjPTjDTQ+eOZbkkQuRWRIXsIfD/+OW5iTsKUR60Jv03Pg3N7Jt7zZCgdlr0YZsAyV3l6AYFcbPjTPUPDTlZB18eI329eEucHtnnS+E0CQkrQ+vH9xBLQe7WDbNLAfb/nHbvD8355kpvr2Y7kPduI66MNgM5KwL/zK/fiUc74ZCBbp6oaYyCSMWIvMkZoYdaQ2VrQdjYn4niPQ0MThB0BcjjQ/IKs+i4EZtZ2P/G/3Rpr/odLDrasgxwMVe6BqSrBEhYkhMNI0EbCmruqxMDE7wg7t+QO6KXHbt34XBPPufV86aHAJjAVzvueh9pZcVH1+B3qIHexYU50NXP3zt99qnM6sebAawm6AkGz62CbIkTVQsX4mZYecYoNYOV0sfx+Vk5MIIIx0jnH7mNE987AkCnkDM45zXOLGWWlH9Kq5jrskfrCoHsxUsOq1lmTsIvV5oGYXD3fD9puS8ECHSlKIuYvumrVu3qo2NjVp9CNcIZFnBKTcdl5Pud7t5fNvjuPvdVG+v5pO/+CTGrNmpnZ5+D53PdaIYFCo/Xjm7043XD/3jWuODrlF4thUMCvztDVCel6RXI0RyKIrSpKrq1oWOS8wMO9sK5cUSrJehkqtLePCFB8kuyqb1YCs/ufcn+MZ9s46zFFjIqshCDagMHx2efSGzEcodcHWF1l7sw1VwTz5c7NQKRwmxDEmjRbHoijYV8eCLD2IrsXHuhXP8/A9+HvM45zVOAEZOxaijPdP2qyA/G2dsPlIAAA4MSURBVCY8cL5rsYcsREaQgC0SovCqQv7opT/CXm7HsWqyV6S7383pZ08T8AYw55vJWpGFGlRxHXHNczW0TJK1KyGkwsEWaOmb/3ghliDJuRMJk782nz99808JeCdnz8cPHOe5Lz6HyW5i4/0buf6L1wMwcnoExyYHhux5/knm2uEi8M4oXHwX/tdd2sYbIZYJ+dcuEspeZse5yhn93uKwUHJtCb5RH29/523qr6/n9R+/zvCFYYbeG5p2bsAT4NTTp/jFg7/gh3f/kJELI3BfuGBUnxeeOZrslyNESiUmS0SIBfSf6ufwY4d574fvadvZFdj84c18+Mcfxmgz8uwXn+XIj47gG5u8YbnpU5v4xE8+Aa+chZ+e0rJGvnKLlD8QGS+1WSJCLKBgXQH3fec+vnTmS9TtrkOn1+GscOJ6V1vL9o/58Y35KK0t5bb/dRt6s56jPz3KxTcvwq2rocYOAVXLzZYqf2KZkBm2SAsDJwZwveFC0SlUfrSSke4RdAYdzmptOaXhKw0cfvQwdz96N7c8fAv0jsLXXwGfCnkm+MsbIF/q1ojMFO8MWwK2SBt9h/sYPTuKwW7AebUT2ypbtB+kZ9jD4NlByurKJk842Q3ffRccerjFCeuqtO3tQmQYCdgi4wTGA3T9tgv/iLbEYbAbcGx2YK+xT2/kO9WoF862w0h4801WDmxcKTVHREaRgC0ykhpSGWsdY+i9IQKjWjqgIdtA7qZcrMVWjDlG2l5ow93vZtMnN4VPUqG7H061w2/7IQTcUw1XFUOx3JAU6S/egC152CKtKDoF+2o7tmobY+fGcL3nwj/sZ+CNAQB6z/bym7//DWa7mbySPJzrnVhLrFBaCEED/HYARvzw5GngtJYCWJoFK3LghkqoyNM24QiRgSRgi7Sk6BTs1XZsVTbGz48z1jaGf9hP4epCitcX03Oyh8N7D1P3yTqKbi/CVmWDCif8zzvg6WPQ4oLeCZgIQeuY9sfsgXazVuPGZ4CyPJmBi5QbuTgS97ESsEVaU3QKtlU2bKu03qChYIgPrvwg37vze5w8dJK1d61FeUXBkGXAUmTRGvs+cK12cjAEHYNwqg/OuaDEBh4v9Lvg0CD0+yHPCOvy4M7VUOGYZyRCJMbJn5+M+1gJ2CKj6PQ6Vtyxgi2f3cJ7j79H88+bueEPbqD7d92UfaAM09SmGXodVBVofyI8XhgYhjfHYSgAg354rUf7U5EFN1XATavAJP9riORw1jgXPihMbjqKjDTcMcw3138Tv9uPMcvIB/7vD5C/Np/yD5ajt+rju4jXD+9ehNcvwOlh7WYlEHyfk6HSMsyl2dg25KHo47yeEJdhvH0c20qb3HQUS1duZS4Pvvggv/u73zHWPUbBhgL8Lj/dv+sm/5Z8LLkWAFRVxTfoY/z8OP4RP/a1drLKsgB45f99nYtvXMRgMbBuWxVrsxWU1jG69YUEukLQNYrncCcF/QMoVTmwtgA2lIJNUgbF4lBVFdc7g3EfLwFbZKzy68r57MHP4hn2YDAZ6Hyuk4ETA3x/5/fJqchBDaiE/CHUkPYpMhQIcd+j95G7Lpe86/I489wZOn7fAf9/e/ce29R1B3D8e/wKTmLHeYeEZ1gpJGzaEtEyqYI/FiS2Tm03hdJpSJUqjUpTt0r9A/6btP0xBtKkbdo/UGlVt0ndOrZ1WjUNyFqxqoimlGcDZUDGyIOQ2MGO8/Tr7I9783CU2MaUhHv9+0hWfH2PneOje34+99xz7gG63u7C6XGysnkla1pjrP/qKpwuD1Gvj3iZk9rOXpyn7wJdxjqTlUWwpRJaV0LxCigqArdTRqCI+3L64IcQWWSOwQKyBmylVDsQBlq01ocfIG9CPBTTrem6tjquvHaFxGSC4RsLt1pGg6M4nA7G+8ZpfamVJ199ktGBUS799hL95/rpPd9L7/le3A072PbKNu52DDDpL6avZQO1fXco6o/CaMJ4+BWUThkf3DsJZ0agxAmlbvB7oKwI6n2wsQZWBySYizST4Une+9H7Mw2KXGQM2EqpFgCtdYdSqlEp1aK1PveA+RTiofAEPOz46Q5Wf2U1iUQCb72X4vpiPBUelEPh9DgpDhQT+ijE1NAUPpePktoSqmqqqP5BNRPhCUJDIW6duUXz882sqFpBwzOrOPHKCXrO9LDmiTU0f3cLqWCYoc4+hk7dYd1ULU1P1cDUBLHJBH3/i7C23ofDMWHmahC4Ce11UOUDfympe0lIAm6HcWHU4UA7FDqewOV3G4sQx+LQHYaLQfC6oMEPa8uhsRK8HpKxJE5Pbn3rqUQK5VCLzxbN8TNQxkXffE0HplzzobVGqfzznCkfc+8COZen1JNT/rTWkALlvL/8xcZi6KRRDpfeuEgqmaL28Vq4ltv7s7Ww9wAnzefdQBsgAVs8srx1Xpq+3wQOFq3s9bvqGbk2wvC5YcZujQGg3Ip1315H8+pmtrN9Jq2r2EXfp30MXB1g4OoAnW92pn3WRNLN+he24dr4GJ+lPuWv3/s73rIiHt/WwKYv1VC2wkM8CcmbGs+QJh4fJzal6b/cT6QvQqQ/Qrg/TKQ/QiqewldTyhPf+SKbttfjiU6SujHGUP8IweEJ4xEaJxSeZHQ0RtWGMvYde8bIyNkgvV1BXB4nodAEwcFxgndHCfaNcm9glG/+/Gts+dYmmEox8O/bhIfGqFwXwO1NXyDZWV+Cr8EPqRSjlwY5cfA0wdsRhvujKKWobPBRtdpP1YZyNu9tpnJDOWiYuBxkajJunEU4FRpFPA6JGCSUk6ISL7FoAjRMjU3g8ircxU7cxQ6cLsXInRGGrg+zftcGqjdWgtZ0vXGB9375MVXrA2kPX3UJjkAR/s1VoBQkNCM3QsaPSlIbj1QKUiniYwm8XwhQ2lAGCi785gInfvIBicmFl6T7YeeLlNaUQFLzn993oRSUN/jRTieJhINYAuIxUC43nuIiXCVOHI4kieg4riKF2wXRgSjB68MEu+8x3Bdlz+++gdKK+HiKt1/6B7e7BtP+58bNVZ9bwA4Ac88t5c464pGXrdWjHIqyzWUUryom1BkiOZGk+qlqPAHPgun3Ht/Ltb9d4/Kbl+k/309pZSll9WWU1ZdR/Vg1d44ba0wGz4Xx1fqI3o1y4Xg3F453z3yGr9bHc4eeMzZ0glO/PjXT0prNGIzcjRJPuomMeAEvV4bu8MmfryzwJcDhKqLnorGZVOW89at/Lnp6nYwU0fO+cb+Vzj9c51rHwhGiYm0FT//4aQASMQeffdgDMx+pGbwVYfBWBD7owRmoZNWXjRBy9q3LXD1+dcHP9Nf5efZnz85s/+W1dxYNmFtvx9i0cxMA3WdCRAfHiA6O8d+P+tLSeQNe2n/RPrN97NVjTEQmWEjLnhaav94MwPiAJjGZwLXChSL9OHF73Qx3Jbl3JQpAx+uXCPcuvHRd064mWl9oITGWZODqACcPnVwwHcDVd4fx1xkTtFIeD+4Vsz+SJeVeWl9sgncWfXuajMP6lFJHgCNa63NKqTZgp9b6wLw0+4B95uYWQJYBSVcFBJc7E48QKY90Uh7pCrU81mqtq7MlytbCDgMV5vMAEJqfQGt9FDgKoJQ6m8tYwkIiZZJOyiOdlEc6KY/Msl1B+CPQaD5vBDoebnaEEEIsJmPAnh4RYnaHhGWEiBBCLJ+s47DNLo9c3U/aQiFlkk7KI52URzopjww+13uJCCGEeHhk6pV4KJRS7UqpNqXU/izpMu4XQszK+14i2aasF9qU9hzKY3ro44b5QyPtJtcZsua1ka1LnsFlksMx0oJ5kV9rfWyJs7fk7iOGNN5n16xt5dXCnlshgfD0dq777SaH8mgDOsyDrtHctrM9GBUNZmfIFrQc68TLZqBulDqjWoBuc3+33csjV/l2iWSrkIVWYbN938Y5r3UzO1TSrrLOkDVb3YU0TDTjMWK2Jm8CaK0PF8CIrFxixCHzb2MBlEdO8g3Y2SpkoU1pz/h9tdZH55zStQCyysPshKxCka1ObAUqlVItBdKvn63OnMNoWd+cl66gyUXHJWSe1p0sgNZCxhmyBdi6zlVoztyH9myJ7UwpFcA4jo4Aryul7H5WmpN8A3a2KetZp7TbTK7ft60QLsCyyAxZsxKC0UfbbgYl2/fXmrIdIzcxugYw/9r9Ymy28tgHHDTry26goH/ApuUbsLNVyEKb0p6tPFBK7ZsO1na/6Jhhhuy/zP3HzItrFRiVtRBkO0Y65u3/eElzt/Sy1plp0xcmly5rj668J86Yw9S6mTPkRin1ida6dbH9dpapPMzA9SeMvrgKYLd0CRSeHOvMsLnf9mdiOZTHfnN/RSHEkFzITEchhLAIuegohBAWIQFbCCEsQgK2EEJYhARsIYSwCAnYQghhERKwheUppQ4tNH73Yb9XiKUmAVvYQYD8703yIO8VYklJwBZCCIuQgC2EEBYhAVsIISxCArYQQlhE3ms6CmEF5n2Up9cGDICxosuyZkqIPEnAFrZl3g1up9Z695zXjixjloR4IBKwhS2ZiyIcAtbPe03uqywsSwK2sKtDGGtnPj9nualurfWB5c2WEPmTgC3sqg14WW58L+xERokI25kz1bw7Y0IhLEYCtrAdrfWi/dRKqTZZgVtYlQRsYVeHgZ1zXzDX1mzUWkvLW1iS9GELW9JaHzDvxLef2THYHbL4sbAyCdjCtmREiLAb6RIRQgiLkIAthBAWIQFbCCEsQgK2sIMHmW4uU9WFZSit9XLnQQghRA6khS2EEBYhAVsIISxCArYQQliEBGwhhLAICdhCCGER/we0PAF2QAQ4IAAAAABJRU5ErkJggg==\n", 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o+nw+XnvttcTPyRSTuNYyc6NLr0nJusllRBm7ZMoapepLStBlpqNfNcrOfffu72rv97062Bu8srHbr/ULr2n9L89p/WdPaf2Xz2j96aeN202dWmutA/0BffzQcX357cu682inbvpWk+55uydNj2bu7dy5U1dUVOjdu3fr2traMdsmKhM3UXk1rSculxYvJzf6dk9Pz5jSa8kcaybl6EaX1WtqatLV1dWJxzVd+byFXMZuolJ+45/L+Spjh5SgE/Olrb4NAM9yDyXbS8Z2t7QZywGweQnckQebl8O/vQKn++CtNqgoxpZvY9NOY+3s3pOZf2H00KFDeL1e6urqeOSRR9izZ0/iY/5EZeImKjM3WRm2icSLTgBJH6uioiLpcnTxUm9gfOIYXUFoorJy8fJ5i6GM3USl/BZyGTvpchHXJBqM0vG60eVSdnsZ+avzr2wMhqHVWIGRbWvh9tVgtUCsz5zmnquOF+9yydSx6PGLYRUVFezevZuGhoYxyWK6MnFxMy3DNpWJjjWTcnTJmKh83mIpYzdZn/dCLGMnCV1ck85XO3nP//0eHv6Ph9n0yU1jN75+EZ7sgPoByBnVp37bCthRCFvzIVZgpenZJp7+1NOce+UckLkt9HjLfLT4m32qMnHjy6tNVapuOskcaybl6MD4FBBPlk1NTVcl2IlKyUkZu9SbNqErpXbHvvZNsn1ffL9UBycWtvBwmMHmQUwWExU7K7DnjxuV8ma78b0kb+z9RU4oy4dIFAaGAGitb6X+G/VcfPUiKAgPhtGR+aumNZ/8fj+HDx/m8OHD7N+/n337jLdWPJnER8L4fL5EIti1a9eY4Y3xboH40Eev10tjYyNer5eamppJbyd7rHiMdXV1VFZWJhLr5s2bJ0zuDz/8MI899ljiE8jBgwfx+/1jzu33+6mtreXQoUP4/f5JzwGwZ8+eMT9PdZyDBw9SX19/1XMw1X4TPebxz028e2j0czX++OPjn+i48fvq6upobGyksbGRAwcOTPkJbLamLEGnlKoGvFprr1LqEHBAa103bp8ewAfsGb9tPClBl1kCvgCXfnYJq9vKig+uGLsxGoW/fRYGIvCpW+GGsrHbT5+Dti5YXQaryjh+6DiHHzrMht/dwPaPbSc8GGbFh1fMaDy7mB/JlKObLSljN7FUlaCrAOLPqjf283i7tNaV0yVzkXmigSgnnz3JT/7qJ7z5nTfHbmzuNpK53QTXLb36l4MWeM4HPzwFjB26mFh1sS8zu10Ws2TL0c2WlLG7NlOOctFaj57CVgUcnGC3qtgiTFVa6/0pjE0scJFABN85H93ebsIj4y5i1l80vlc4wTxBu2GZG7pCYA5BIEThWqO7oaepB3OeGcjcfvTFbK5bzVLG7tokdVFUKVUF1Gqtr5qvqrXeH2udF8W6aMb/7m6lVL1Sqr6zs/PaIxYLRnQkSs9FY6RK6Q2lYze+E7voc9MErXOAonzwWCECHG/Dlm/DWeYkEowwMjACSAtdiJlKdpRL9UStb6XUTqVUfNBmNxN0yWita7TWW7TWW0pKSq4hVLHQhAZDiQW1xiT0/mHoHDFeXVUrJv5lgDVGMWlitUjjSwD0d/Ybx5cWuhAzMu3EIqXU7ngyV0pVa63rlFJurbUfo189fsm7EpA5xVnE5/URDUdxLnNid42e6j8EHyyBsA2cU6zHsqkUGruhybjaX357OVprbAU26IFQryR0IWZiyoQe60LZp5R6BCgEdsU2PQds1lo3xrpUfEDTRF0yInN1vdMFQPGG4rEbuv1gM8F1y6Y+wI3loE5CZwD6A1R/3uix0xFN8/ebE0MXlXn6QhlCiOkvitYBngnu3zzqdmrW/hSLTtcZI6GXXDeqKy0cgS6jG4aiySd+AEbrvcQOHQF4+xJsN3rslFlhybMQHggTGggZLXYhxLRkpqiYtdL1pdzw4A2se2DdlTvfuARPtsOpEXAksfztHctgmwtiKwaEA2Fj1cXY+HO5MCpE8mRxLjFryzYto2RFCcvftfzKnW+0QkCDNclW9W0r4M1hCA4TCUb4vPPz6Ihmzwt7AEnoQsyEtNDFrEUDxnrmZrv5yp3Nfcb3m6fpP49z5YPJBIPDmIniWu5CRzVDvcaSAJLQhUieJHQxKzqqOfvCWdqOt6EssYuWgwHwh0AB1y1J7kAmE/QpaOiDN1sTM0YTQxczMKFLCbqFYyGXk5sN6XIRszLcPczLNS9jtpnZvm+7cec7l0EDxTZwzOBCZlcYzg5D4WUK1xfS9GwTfa195C/PT+lY9M+pz0267cEDD7J5t3Gtv6Gmgaf2PDXpvv9L/6/E7ZrNNbQ1tl11/2SkBN38SPYxLuRycrMhLXQxK73njZEsuYW5xJZ+gLPdxvfy/El+axJrY+ujX+hPtNB7WnpAQWQwQjScOQWjpQTd3Ev2MS74cnKzkUxZo1R9SQm6zHHqiVP6UR7V/379v1+5c/8LRmm5X56c2cF8A8bv/Y+ndHPdWf0oj+qv3/B1ff6J87rpW0064AukNvg0y7QSdAu9lFw8noVSTm42kBJ0Yi71XTAufuaW5Bp3aA0bHOAEbphk/ZbJePLAaYH+MMuLc7A4LHQc6yAcMRb8CvWFsHkyZyx6ppWgWwyl5OJl8hZTObnZkC4XMSv9rcZFy/zSWPdKIAgFJrjRBcsKZn7AcqMIhqXZx0OPP8RfNP8FzpVOILMujGZiCbrFUkoOFlc5udmQhC5mJZHQl8YSet+g8d2VB2oWU/XXxGaVnvOz7oF1uFe7M3JyUSaWoFvspeQmewzpLic3G5LQxawMdhoJ3LnMaEXz8nk4PgDhWVYY2lgKhVbIv/LPIBMTOmReCbqFXkouft7FVk5uNqYsQZdqUoIuc3S83EH3G92Ubi+l6NYieLTOWJPlE9fDbatnfkCt4eXXjTqjd9zM8/90hBOPneDOP7oTzxoPqx5alfLHIGYnmRJ0UkoutVJVgk6ICUWDUez5duweOwTD0BUwNiQ7oWg8pcAZKybdN0DXyS663umi/Z12IsMRosHMGbq4mCVbgk5KyaWHJHQxK2Om/Z/pgChQYAGXY/YHdeZBbxhOdbDmvjUAXD59GZBiFwtFsq3tvXv3XjW5Scw9Sehixkb8Izz+Z4/z4tdexGQ3QWwZXcryru3Al0Pwi2547iIV1UYiaHu7DR3VGdePLsRckIQuZqy/tR/fOR/+i36jhX4utv756quWzp+ZeHdN5wieFU4KVhUQ6A/gO++ThC5EEiShixnru2RMKnK4HUYLvc1YGZHxlYtmyp0LLgtEQJ3pSrTS20+0S0IXIgmS0MWMJWaJenIxhULgMRuJuOIaEzokJhhxujPRj952ok360IVIgkz9FzOWSOhFuTA0DHe4oSAfLOZpfjMJazxwshfO9VLxh1Vs+/NtOHOc0kIXIgnSQhcz1n/JmCWaV5o3aoboDFdYnMyGWH3S1kHySvN471ffS/mt5UQDUSKBSGrOIUSGkoQuZiye0PNL840RLoGoMeU/FSqKwaJgJAK+QZRSGTtjVIhUky4XMWMr71hJuDdM0dpCeLoFQhqqrkvNwc0m2LkCIiMQCRIcsHLmhTP4zvgouauEnJKc1JxHiAwkCV3M2A3/7QaWrViGq8QMDRryLVDsTN0JVhTC+TboGyBiyeGlf3kJs83MPb33pO4cQmQg6XIRMxafJWrqGjDuqHCl9gTx/vjefhweB7Y8G5FghIHWgdSeR4gMIwldzEhoOMS5I+foa+/D3BW7IHpDaWpPkueA533wnXMQCOEsM1r/vS29qT2PEBlGErqYEd9ZHz/99E954V9fwOQPGK+gW5an9iQ5NggAQQ1nOnGtND4BxIdLCiEmJgldzEi8sIXD7cAcisBSB+TbU3+i5VcmGBWsNCogDbQPoCPzt9yzEIvNtAldKbU79rVvku07lVLVSqm9qQ9PLDTxhJ7rzsUUjsD6a1y/ZTJrYsdt7k0k9EHfIOHB8NycT4gMMGVCV0pVA3Va6xqgIvbz6O1VAFrrOsAf/1lkrjEt9HsK4N1ztDzqxli/fNsQBasKyC3KxWQ2ERqQsehCTGa6YYsVsa8awBu7PdrDQG3stheoBhpTGaBYWBIJ3ePAVGCF0hSPcIlbVQg2BUMRbn1vJeXryhloGiA8IC10ISYzZQtda10Ta50DVAHj68e5gdEVUovGHyPWXVOvlKrv7Oy8pmBF+sWHDua6HZiKnLMrCJ0MswmWxIplnGzHkm+0PSShCzG5pC6KxrpSarXWM259x/4pbNFabykpKZlxgGJhiS+dm+e0o0bmeF7a1qWwxQkeM9Z8K9FIVLpchJhCsu/Iaq31/gnu9wOFsdtuoDslUYkF66FvfYizT5zH47TBmhQslzuVqjKwDoIO8u33fxvfGR9/+MM/ZAmzrFsqRIZLapRLPJnHL4oqpdyxzQe50q9eAdTNRZBi4bC19eNZ4cGeYzYKUsyl+IzRgSGUSaG1pu+8jEUXYjLJjHLZp5RqUkr1jNr0HEC8Cya2n382XTJicYl6/QCYHfMwhcFiNj4DNvZRUGQsytXf2i9j0YWYxJRdLrHhiFcNNNZabx51u2b8dpGZut7p4pkvvYJrUznbP3nr/Jz0UhBOD+HKMYpnDPmGCA+GE0vqCiGukJmiImm+V1toPtVF55lOzKUpWv98OpVGe8JlMkbTyOQiISYnCV0kbeCNdsAYg252zNPKyxuNC6AFseGRQz1DMtJFiElIQhdJ648YLWOH24HJPk8vnRVusJtw2Yx/IIO+QRmLLsQkpMCFSFr/5fikolzM9hQUhE6GyQRLHZT6RnjXH92CpbBQEroQk5CELpLW326sfz6vLXSAVQU4Wwa5/daltNk8ktCFmIR0uYjkRKL0e40x4LmeeWyhA6wvBo8Fi8VI5KFB6UMXYiLSQhfJaetldXE+0bw8cgtz57eFftMy6L9MS30X79R3smrbKnRUo0xztI6MEIuUJHSRnAt+dmxfQfO2jaDU/LbQLRZw2Dl6yMvZo504lziNsehOGYsuxGjS5SKS09ZP1GwCpVAWhTLPc+s4PxeX26iMNOQbkn50ISYgCV0kpf9UNx19ASLByPy2zuPeGcDliwLGWHRJ6EJcTRK6SMrrz7VQ8503eePJN+a3/zxudSEF+TYABrsH5cKoEBOQhC6S0hMbsugsdaanhb6uFFcsoUuXixATk4QuphcM4xsMAuBc4sSUk4aXjdOOK1bBSGaLCjExSehieoEAvv4AYLTQrfnpGV3iWudOVLwL9UuXixDjybBFMa1gZz8D3QFMFhO5hbk4ljnSEodtrYfP7NlCy20biQxHZCy6EONIC11Mq+e1SwDkl+Rjspiwl9jTE8iaIswKzJEIaAgPSbeLEKNJQhfT8v38HGB0t+SU5mCypOlls7EUdhRiyTUqFkk/uhBjSZeLmNa6pXn8/l++i4FiF46l6eluAcBh48hzrbz6w19z/YM3UnJnSfpiEWIBkoQuphaJYhmMkHv9UqwOe9r6z+OiZguDvmEGu2SkixDjSZeLmFpHP2GThZDDjrIo7EVp6j+PcbmuDF2UykVCjCUJXUztQg+H67y88l+vYMo3zf8aLuO4VriB2PR/qS0qxBiS0MWUQs1+Tp3ooOlIE85VznSHQ8FtK4DYbFEZiy7EGJLQxZT8JzoByC/OJ29FXpqjAde6YiBWLLo/TDQUTXNEQiwcktDFlDpzjZeIs9SJzWNLczRgzbXiyLUQDUcZ6R8h6A+mOyQhFgwZ5SKm1OHtB8Czxr1gZmXe8XsbGOkDs8VMsCdITklOukMSYkGQFrqYXCRCV8sAAEXXFac5mCvu3rudrVvKseXZCPZIC12IuKQSulKqaopt+2Lfd6cqKLEw6HPd9Fw0ls0tvaU0zdGMsrYYm8uYLRr0BdIcjBALx7QJXSlVDXxzil12K6WaAG/KohILQuisn+K1pSy7bglLNy9NdzgJQ0Nhzvb3cb7hPMGeIFrrdIckxIIwbR+61rpOKeWbYpddWuu6FMYkFojhjiA3f/hm8nSAonVF6Q4noft0N09+9iiFqwtZuXklkcEIlny5HCREKvrQq5RS1UqpvSk4llhARoaN7w7XwrrUUrTe+OfS396H1ppAj3S7CAHoLmo1AAAgAElEQVQpSOha6/2xFnpRrHtmDKXUbqVUvVKqvrOz81pPJ+ZLNEqfP0jPhR7Ustx0RzNGblEuOS4boZEwI70jcmFUiJhrSuhKqZ1KqZ2xH7uBivH7aK1rtNZbtNZbSkpkdbzFQl/q5eybrTz12ad4/j8a0x3OVYo2GKNu+i73EewaSXM0QiwMs0roSil37KYXiPefVwL1qQhKpF/0+GX6Oo0RLvHkuZAkEnp7H8FOSehCQHKjXHYCW0a1xAGeA9BaNwIPxbY1xX4WGSCkNf0dxqSiwnWFaY7maoXrjZj6L/cTGokSDcsSAEIkM8rlMHB43H2bR92umYO4RJqFrIr+y7GEvnbhJfSidUUokyLSPwwoQv4Q9uL0Lu0rRLrJWC9xtXCYYF+IgU5jlqinwpPmgK628cMb+cxvPkHXER+DQKAnIAldZL2FNR5NLAxnOvGfGyIaiZJXkoctL/2Lco1nsVswb1qKfdgYshjslqGLQkhCF1d77RL+88Yg9IKVBWkOZgpOO7bbnGitJaELgXS5iIm09OJZX8YH/ukDlN6zgNZwGefpP3+aEz98m+1/cjflNy9Da41SC2NFSCHSQVroYqxQmGhXAPLsuJe7Kb+9PN0RTSo8EmaoJ0B/Ry/RMESGIukOSYi0koQuxjrdQdhi9JlbndYFswb6ROJLAAy29ADIjFGR9SShi7He6SSUY6XxsUaOHDhC9+nudEc0qfiCYf1tfQAEZMaoyHKS0MVYzX5CdhsXXr/A6V+eJjwSTndEk4q30Hu7jOGVwUsD6QxHiLSThC6u0BqGQoTsVga7jWn/BasW7igXT6UxPr6vZ5hoJCpdLiLrSUIXV4wE4N1u+gutRIIR7C47OQULt16n1WGlYGUB0ahmoHOAUFgRjcgSACJ7ybBFcUWv0WXh7zTGdBesWLit87jtf7MdznWTa9KgYksAFMmMUZGdJKGLKzp60VFNX/sQAAVrFn5C3/Y/tkHPIO3fPssQEOoNSkIXWUsSurjiR02EoyYGu4wWunuVe5pfWCA8eVg8Ru9huGcYcKY3HiHSRPrQhWEgAP4QIZMFh8fB8s3LWbZ5WbqjmtaIf4S3f/g2Z99pA4wWuhDZSlrowtBklAcMexys3lDCDR+5gdI7F+60/7jBjkGe+MgTuJbl88HPryXcH0p3SEKkjSR0YWjyARByOwBjluhi4F7jRpkVfe0DRIIRQj6d7pCESBvpchGGi8Zsy1BeDj0Xe4jqxTH8z2w141njAQ39nf2EMaNDsqaLyE6S0IUhNrJlOAxP/c+n+Ma2b6Cji6O1G58xOnCxB0yKyOmuNEckRHpIQhcwFIDeEFqBv92YIepa7lrQC3ONFq95OtAR+5TR1JPOcIRIG+lDF8YM0Xs8REIWBhuNhO5evUiGLHKl5umgz5gYFe6QRbpEdpIWuoDhYSi1EV5fwkC3kRQX8hou43kqPZisJqKxDxShAelDF9lJWugC+o3+8xA2Brtii3It5NJz41TuqOQzw59h8HgPna/3Eo6aIBwBizndoQkxr6SFLqD2AhwbIBRQi2KVxfFMFhMmswlLaS4AIacdfLKUrsg+0kLPdsNBeKcfgPAmUyKhL5pp/6NYnVa01oRzbBCRCUYi+0hCz3ZnO0EDHiuh4Qh3/PEd2FbaWFa18Kf9j/bzv/g5b3/vbW7/xO0sv3k50d4BTMuK0x2WEPNKulyyndeYIcrSXEL9IVxLXKz/wHpy3At3HfSJRMNRhn3DDPXERrqc8qc5IiHmX1IJXSlVNcW2nUqpaqXU3tSFJebNBWPsdqTcRXQkirIozLmL72JifOhif+yibui3vRBcuOXzhJgL0yZ0pVQ18M1JtlUBaK3rAP9UiV8sUG1GAgyUeui50MMr//UKr//n62kOaubiCX2gM9ZCt1nBu3ALXAsxF6ZN6LFk7Ztk88NA/LOtF6hOUVxiPgRC4A+BgmBeLj0Xejjz3Bm8td50RzZj8YTe29oLQMhugyZZAkBkl2u9KOpmbLIvusbjifnU1Q/L7aBNBAciiREurpWuNAc2c541HlDQ19pHNBwlnGOFlt50hyXEvJKLotlMhWG7G35vDQFfYFEPWbTkWChYUYCOaAa6BwjZrRBbl0aIbHGtLXQ/UBi77Qau6rRUSu0GdgOsXLnyGk8nUio2QzTqcBDqHVqUk4pGu/Nv70SHNTZlI2y3oX1BVCAE9sWxtrsQ12pWLXSlVLwJdxCoiN2uAOrG76u1rtFab9FabykpKZldlGJunPXBSJQQNtAw1BMrDr2Ipv2PtvXPtrLt09vILcpFm01ETGY4N9nlHyEyTzKjXHYCW2Lf454D0Fo3xvapBvzxn8UiEAjBM23wk04CA6C1ZqDLGCGyGLtcRrM4jQ+e4d8pBaf0KorsMW2Xi9b6MHB43H2bR92umYO4xFw7E5shWmAhOBglEopQvqWccDC86CYVxQ11D3HmmTP0vdNH+fpywligtx/K5JOhyA4y9T9bnbhsfF/hJOgLYrFZeOhHD5FbnpveuK5B/6V+fvzxH+NZ7aH80XJCYRN0+mFtGKzyUheZTz6PZquzxvQBvb6YoC8IgK3Qls6Irpmn0gNA36U+otEoYR/wRDu8dj69gQkxTyShZ6NgGNqGAQhvWEI0FKWntYfgUDDNgV0bW56N/GX5REIRhnxDhMxWCGpoaE13aELMC0no2ehkO0Q0uK0EtQWtNS/+64v8c+k/c/mty+mO7pok1nTp6Cdsi33iaOqDkKzrIjKfJPRs1BwbyrfaRcAXoLe1l/72fhyFDkquX9wXEBMJ/XI/4aBGu2Ot9MaLaY5MiLknCT0brbbDh0rgvjUEfUEuvmEku3XvX4fJvLhfElcKRg+ChvB1sTXRpdtFZIHF/e4VMxeJQt8A2E2wsohgT5BLb14CYP2D69Mc3LUrXFuIJcdCVEUBCG1camw402vUGRUig8lYrmzj64NoFJy5RLRisH2QzjOdmKwmKu+vTHd01+y637uOTTs30flKJwNnBwg788Blgb4wvNUKVSvSHaIQc0YSerb5+Vl4swvuLSdYbrTOtdasuWcNdpc93dFdM5PF+NBpdRrrtwT7QnD/SujzQ7600EVmky6XbNPsh+EoFOYT7AnS194HKjO6W0azeWxorY0x9ltXgscK3b2gdbpDE2LOSELPJkMB6AiAAm4sJ+ALcMt/u4XdR3Zz88dvTnd0KfOTT/6Er930NTpOdxD0BdF5DsixQTAEPf3pDk+IOSMJPZu81Was31JsB6c9MUPUs9azaNdvmUg0FGXEP8Kgb5BoKEp4MAIjVqjzweMn0h2eEHNGEno2OdFhfF9TgI5q/Of8aK2xeRb3lP/xPGuNJQAGe2P1Un0BKCqA7hCc9k/1q0IsapLQs8m5WEm2TSUE/UGe/d/P8sT/8wS9FzOrVFt8LLr/opG8g91BuG4pWBUMRqAtsx6vEHGS0LNF7zB0B42/+I1ltDe009/RTzQSXbQFLSaz5t41AFysv0g4EDZa6GYTLIutJHmiPY3RCTF3JKFni5FhuNcDd5WAw8aZZ84AsPqu1Yt+duh4zjIn5beVEx4J03qsNXGtgDWxf1xnpYqRyEyZ9U4Wk+vthxIb3F4OwNlnzwKw9r1r0xnVnNn4oY0AXHjjApHhCOHhMKyPrVNzXka6iMwkE4uygdbQHbsYWOSm90Ivl09cxmwzs/4DmTX+PO76h68nx5ODO98NYYwiHpuWGE2YnhD0DYPLke4whUgpaaFng2Nt8IvLcDEE+bmcOGwM3Su/qZy8srw0Bzc3PGs8bNmzBfdaoz5qwBcAuxU2F8JtLhgcTnOEQqSeJPRs8NpF6AzBkAKl8D7rBWDNXWswWTP7JWAvNJYzCHbH+tHfvQJWO2BkKI1RCTE3MvvdLIyFuE71GLc3G/3nv/uN3+X+v72finsq0hjY3AsOBnnpSy/xy//3l4x0jxh3uvKN770D6QtMiDkiCT3TebugP2wsl3uzkdAjAxGWbFxC7rLFWxA6GVaHlVM/O0XH6Q46jnUQDUahIB9ahuH5NgiE0h2iECklCT3THb1gfF/rArOJ4ECQoD9WFLogs2aIjqdMig0f3ADAhYYLBHoCYLXAO8NwZghOdaQ5QiFSSxJ6pjsZG3N96zIG2gfYX7yfZ/7mGbTWWAus6Y1tHiSGL75+4cp49OWxbpdTnWmKSoi5IQk9k130gy8IFgWbV3DyiZNEAhEiwQhKqYxvoQOsvmc1NqcN/0U/HW/GWuSxpQFoliUARGaRhJ7JAoOw1QXbisFuTQxXXLV5FSa7CVNO5v/5zTYza3cYk6fO/tKYTMWmWFm6tiGjJJ8QGSLz39HZrL8fKhxw/1oGOwZpebEFk9XE8luWYy2wopRKd4Tz4rqd1wHQfKQZHdFQ5gKHCQJRaJFlAETmkISeqYIhY2ieUlBYwDs/fgcd1azavgpbni0rulvi1j24jnXvWcfWj241LgibTFAem1B18nJ6gxMihaZN6EqpnUqpaqXU3km274t9353q4MQ1eKkJGvogbAOLmROHjO6WNXcbKxFmwwXROLvTzn3/cB9Fq4uMGaMAaz1QaIWIDF0UmWPKhK6UqgLQWtcB/vjP4+xWSjUB3jmIT8xWfRucHYYRM8M9w5x78Rwmq4ny2Fj0bGqhA9iLrswY1VEN91bCjkJYYk5zZEKkznQt9IeBeIkXL1A9wT67tNaVsaQvFoLeYbgwZNQOvX0VDo+Dv2z5S3Yd2oU5aiSwbGqhA9gKbXSe7eTxP32cl/7pJch3GGukjwRgJJju8IRIiekSuhsYfdWoaIJ9qqbqkhFp8Jtmo3ZoeS4UGn3FzmVO1j+wnshwBGVWWPKza6HNnJIcwsEw7cfaqf96PeFgBDwu8IfgFflwKTLDNV8U1Vrvj7XOi5RSV7XglVK7lVL1Sqn6zk6ZyDEv3ohd6LullOBgrIsBCPYaLdFsGuESZ7KaWH3PatzL3Qy0D3D84HEI2eGXPnjmnAxfFBlhuoTuB2KzMHAD3aM3xi6Y7oz92A1ctdqT1rpGa71Fa72lpKTkWuMV0/EPwcVYd8v2NTz/2ef5SsVXOP3UaUJ+4wKg1ZVd3S1xecvzuO5+Ywjjq19+FX1DGeRbjDqjR8+lNzghUmC6hH6QK0m6AqgDUEq5Y/d54/cBlUB9qgMUMxTvblmeSzQ/h7d/8Da9Lb3kleYlWug2d3ZdEI1zlDlYc/saclw5tL/eTsvLF2BLqbHx1+fTG5wQKTBlQtdaNwLEulL88Z+B50ZtfyjWSm8atV2kS24U1ufCtjKaapsYvDxI0foiyraWEeqNtdCz7IJonK3Qhs1lY/29RpWmo18+CtXrjXfB+UFok6UAxOI2bR96rMukTmtdM+q+zeO2H9Za75+rIEWSgiFQAahywbsqees7bwFw08dvQil1pYWeZUMW45RSOMocrL93PWarmdNPn2YwjLESpQbqzqQ7RCGuicwUzSRdsRGmHieB4Qjv/PgdAG766E1EI1HCA2FQ2duHDpBbnovD7eD9X3g/f335r8krzYN3rzY2vtEJoXBa4xPiWkhCzyQ/Ow1nh6CggBOHTxAeCbPq3atwr3IT7guDBqvTijJn1wiX0RxlRmHogpIC7PnGZCNuLodiG5TZoa0njdEJcW0koWeK7gF4yw+v94PbxZlnjO6Dmz9+MzBqyGIWt84BzDlmY9ZoFEYuj6CjGo2CP70RtrjALwldLF6S0DPFb84Z/cAr8sDlYOfBnXz02Y+yaecmAII9sYTuzu6EDuAoN1rpL/zjC3yp7Es0/6oZlhaDSUFPHwyPpDlCIWZHEnqmiBdvuNVY69tkNlG5oxK7y47WmsGWQcCYMZntcsuMWqojXSMMXh7kzM/PGKXpijxwbhh+cjzNEQoxO5LQM4G3C9qGwQTeEU33mTHzvwh2Bwn1hjDlmMhdntmFoZNhL7FjsppYtmEZAGefiRW+sOXD0T54ud3owhJikZGEngkeOwYaRiqcPLH7ab5xwzdof6M9sbn/bD8A+WvyUabsvSAap0yKnGU5lKwtwZZvo+udLvzn/LC2FFbnQQT42cl0hynEjElCX+wazxuTYqyKF073Mnh5kLKtZSy5eQkAOqIZOGe0Np1rnemMdEHJLc/FZDFRfquxnPCZn8fGoL/PmHREY6exaqUQi4gk9MVMa4j0wW0uLle6+O03X0eZFO/7t/clFt8aujhENBDF5rFhL7SnOeCFI96PvnSjcc3h7M9j3S43lEG5A8IanpZWulhcJKEvZm1dMDSC3uDimUOn0VHN1j/fytKblyZ26W+KdbdU5qcrygXJkm/BXmynbFMZAM3PNRMeiU0q+h2jqDS/bYehQJoiFGLmJKEvVv0BONYCwMkTAc4fuUBeaR73/uO9iV0iwxGGYisv5ldIQh+vaFsRuZ5ctn5sK3/w4z/AbItVL6paDqV2CGr45an0BinEDGRXlYNM8vhbUN8B24t55T+OAfCuf3gXOe4rwxIHmgdAQ+7yXCwO+VOPl1OSg3Odk41sxB61G0sOg1FE+v1r4a3zUBKFaNS4T4gFTl6li1Gr30jmUeCmFTx44EG2fGoLt/zRLWN2k+6W6RVWFWKymxhpH2GwefDKhi2r4OYiiIShvSt9AQoxA5LQF6PH3jaS+XoX3FDGkhuX8P5/ez+2vCurKAZ8AYK+ICabibwVeemLdYEz55gp3FzIqV+d4vsf+D7dp2Jj+JWClcY4dY6dh57ByQ8ixAIhCX2xOdkOp/vABJEPbxqzKRqOEuwJMtgySM/rxpok+Wvys3oxrmQ41zrp9HbSfqKd7z/wfc69eM7YUOIBv4KnOuBbstS/WPikY3UxiUbh8RPG7apinv/G67S82EL1vmpsIzaG264eN52/VrpbpqOUovqL1fzoQz+ip7mHb9/zbSrurGDLR7eQW1CIp2gE1xk/vHgW3r023eEKMSlpoS8mR89B6zDYFMH3bqShpoGLr15k8Nygkcxja53nLs+lYFMBS+5ZQk6xrN2SjLLby/jokx/l5g/fjNlqxvuylyf/6knOHT1Pz5qlRJWCH58Bn3S9iIVLEvpioTUM9EKZDe4q582fnGakZ4TybeU4TMbqgWXvLWPFh1ew9L6lFG0tIm+V9J3PROkdpXzghx/gv7/531n7wFpCwyEaDjYQimgG1hZDIArfakh3mEJMShL6YtHeBbYI7FiC/uD1HP3KUQA2vX8TOqLJW5VHTqm0xq+V2W6m+LpiPvL0R7jvC/fxkR9/BJPJRO+KJWiLgrP98IKUqhMLkyT0xSAYguZLxu015Zytbab7VDeuchely0vBZAy/E6mjlOKuR+5iyZYlmB1mQoMRhuOl6n7hBX9/WuMTYiKS0Be6/mH4t1fh2Q4IWogWunn+H54HYON7N2IymyjYWJD1lYjmijIr8tfm433Ziz+vwBgqepsL3j4Dvt50hyfEGDLKZaGKRuGlJvjZWRiOGrMYS4vxNfXQe74XZ5mTim0VmGwm3De50x1tRnvmb5/BW+slEo5Q/MV3Y+tsg8vdcOwsFC2B65enO0QhAGmhL0ytftj/Ejx2Goaj6FI7I39cxfDSIvLcefzJr/+Ee//qXqx2K56bPZjt5nRHnNFu/eStALx+6HXaf9sBG1bDiqXQPAT/9iYcfjO9AQoRM+8Jve9UHx0vdaC1nu9TLw5vXYL9v0mscR7+ndVcunUDrW8P0/aLNtp+0UbPqz0UFBdgcVpwbXClO+KMd/3D17Pq7lUEBgL86tFf0XexHyqWg7PA2OFXF+E/j0Ikmt5ARdab14Suoxpfg4+B5gEGvFLi6yrdvfBGs7HK36o8gn+5ndaQk6A/hO+SjxN1J7C4LeSU5pCzNIeSO0tkFug8UErxvm+8D5PFRMtvW/jquq/y9KeepnfrKvi9tca7qKELvvYyBMPpDldksXlN6MqkKNpWBED3b7sJD8mLHyASjKDbu+D4WViVAx9axcjHt9F61E94MIzVY6Xx8UYavtdAy4kWyh4oo+x3ynAscaQ79KxRen0pH/nJRyi/qZxwIEz9N+rpPduLvm89fPx6sCg41Qf//GtZQ328rj54p9m4LiTm1LxfFM3PGWKwQDHUG6XrlS6WvGdJorpOthnpHeH5v6uj/puN2HMs/M1Pd6CXL2VQFfCbz/yaSDCCzW0jEAnQ1tiGa7mL2z59W7rDzloVD1TgKfPQ8ssWWt9qJXw+zMWfXsR9fRGOT96E5dtvw8Uh+Opv4M+2Qb5Dlt092UbgeycZ2liIJ/fylQXPxJyYNqErpXYCfqBKa71/ptvH0Bp1+jy22g5e6wiz7t4N5K3Ky+hal4H+AHZnrPRbNAqtveiTlzn2oxM8e/AdBgZDADgcNi73lzB8NIyOdNHwowZCw6Exx7r/S/djy7eNP4WYJ0opCm8ppOC6AlafXk3fyT5C/hAN/9rA64+/zu9/80GWvdIMGx3w+kkjmV8MQ9gEG0vgpjKwz3x4aWgohCXHsugKfOtjl+j7cQvda1dC1IRdOclNd1AZbsqErpSqAtBa1ymlKpRSVVrrxmS3T3BAKFlG/dFGGhvaeeupY6x/91re8+VqijYWpeghpU9Pcw9nnjlDe30rvpOddJ3tYdA3zN+f+L+whgLoI228+uMLHD/dzaVzxmqIJZXFbPv4bTiXOhnqMT6S2ovs3PQHN2FymBJFF4o3FLNp16bJTi3mkdluxnOjB/cmN/3efp7d9yx9rX185w+e4MEvvZ+Na/MwDw7AcABO+KE7BK9cBvNxKM+FjYWwaQmU5IMrx0j84z6laq05f+Q8v/nibzj9s9N4Kj3c8Vd3cMsf3YI1N/1zDkJDIY796Bgmi4m1711LXunYZSYib7bS+XwXQyuMcoiudfnklEk6n2tqqtEmSql9QG0sYVczrhU+3fbxtmzZouvr6/E+eZwje+toPus3jmNSlK0romClm+W3rWRF1UrMFogODDPYNYDFCmaLMl70JsBkIuq0UbZ5mbHGSdcwT/51LYM9wxSuLKBolZvC1W7yS/NQVhM5Kwtwr3BBNIqv8TJvPPkOvhY//kv9REePTDApHvw/91N20xLwDeF74zKB/iAqEjVGMISjoAGLCdtNJRRWeABN649O8vOaRjpbr77Qa7Ga+NjX3oO9sJDhQStP/eMv6PZ2Y8+3U/VQFZV3VWJ2mMkpzSF3ea5RXShXpgcsJiM9I/zggR9w4egFzDYzeUV5KItCKcXHvvIAOb4B9OVhfvrDY3S092PLs1OwxElhWT5F6514lubgspko6IiA1UTLhV5e+EUTbS1XT1yqvGs5u/7+TojAQDDKQM8woBgZCuG70Ed3ax++i/1EghE+8r0Pg28EgO/96U8xWUzGe2NlAYWr3OSucqKsZpxL8smzmmAgyLBvmN62ca9jiwlKcjHnmClZXwwdw4T6R/jK+35AOBABBeXXFbPujuWY3TmcOXKBez91N1FtRUWjlLyrlPxKGY11LZRSDVrrLdPtN13mcAO+UT+Pb0ZPt31CFR++nooPXseFL7/M8481ce6181w61cWlU11gtrFkbTkAl97q5Ff/8qtJj7Prq7vIcRrrlwz2Rbj4VgcX3+q4ar/KuyvZ/sfbAehs6uO333tr0mP2nw1xyW/8o/n1fxzj3KvnJtyv7IYy7vvr+4xzO4vpbB3AmmOl7MYySteX4lrmwrXURV5hHmGTIhxbpO+G372BqDnKDQ/fgGuVC6vLijlHxpEvZjmeHD7x0id48mNPcvyx4/S19SW2dXcqzDY3lLnpGX4Tf+cgdA7Scc435hjr37Oe2z5uXB+51BahraUXW56NDfdtYP171tN5ppPjPz/O8lsrudRhdLsdf+Y4jY9N/IE415PLpV/7Ez93eXsZ6RvhfH3bVftu/v3NbHqv8enP+5uLvFzz8oTHtOZY2fW1XZgtxuv1+vfdQMfpDi6fusylE11cOnGlslPL7e1Ubl/Okh3LsXpkjaH5Ml0L/QBwQGvdGGuB79BaP5Ls9tg+u4HdsR9vAI6l+kEsIsVAttczy/bnQB5/dj9+mN1zsEprXTLdTtO10P1AfNUnN9A9w+1orWuAGgClVH0yHxsyVbY/fpDnQB5/dj9+mNvnYLoxVQeBitjtCqAuFpB7qu1CCCHm35QJPT5iJdad4h81guW5abYLIYSYZ9MOp4h1mYy/b/NU26cwk30zUbY/fpDnQB6/mLPnYMqLokIIIRaP+V3LJTYRaZJtO5VS1UqpvfMZkxBi7mT7e36ax78v9n33ZPvM1Lwl9Fg/+zcn2ZaYcQr4p3oSFqvpXrxz8cdNpyQebza8mbPqbz6evOcnf/wxu5VSTYA3Veect4Qe+8P5Jtn8MMYQSDAeXPW8BDVPknzxpvyPmy7TPd4seTNn1d98Itn8nodpHz/ALq11ZWy/lFgoS8HNasbpIpLMizflf9w0mu7xZvybmez7m89Upr/nk1GV6k+pCyWhZ7pkXrwp/+Om0ZwsGbHIZNvfXMyQ1np/7J95Uax75pqlbBWoSfoBvUm2PqadcZrp4ouaKaV2KKWqs7TVllWy/G+e1e/52LLjaK0PYzz2iql/IzkpS+gzHI8OGDNOtdZ+jBmn8amwi3LG6TT/0KZ88c7VHzeNrnnJiAyQbX/zpGTSe342Rj1+L1eunVQCB1Jx/Pkc5bIT2BJ/IcdkzIxTrXXNBF/xF+l0Syh4ufKCrgTq5yvuOSJLRmTf3/wqmf6en04Sj/+h2LamVD1+mVg0T2IteC9QEf80E1vjePOo7b7Y9qkrPy0CST7eMdszTbb9zUX6SUIXQogMIaNchBAiQ0hCF0KIDCEJXQghMoQkdCGEyBCS0IUQIkNIQhdCiAwhCV0IITJEyqb+C7FYKKUqgJ0Y0/PdcGVdFSEWM0noIqvEZmfu0FrvGnVfStbRECLdJKGLrBErMrEPWDPuPv+kvyTEIiJT/0XWUErVxm4ewpKE4OUAAAD1SURBVOhq8TPJEs9KqVqt9Y75jE+IayUJXWQNpZQG9ky1GFhs9b8K4IDWWs1bcEKkgCR0kRViy9b2YPSfT7tcr1KqR2vtmfvIhEgdGbYoskKsqMCEYmXgsqLAhMhsktBFNtkPjOkXj3exaK29E/+KEIuHdLmIrKKU2odR8i0+Br1uomox0uUiFiNJ6EJMQBK6WIyky0UIITKEJHQhRlFKVSml9gJupdS+WB+7EIuCdLkIIUSGkBa6EEJkCEnoQgiRISShCyFEhpCELoQQGUISuhBCZAhJ6EIIkSEkoQshRIaQhC6EEBlCEroQQmQISehCCJEh/n9xLHaXRvrboAAAAABJRU5ErkJggg==\n", 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\n", 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H13/vCd1vAGO6JOAM3xdCxL/RwR0YCe4yJXJOmDLnHsqvh+ej7R71ePmo27NTJlEIMecFA0Hjv+4gvj4fKkFhy7YBYF9kR5kV3m4vfpefBMfMF8AH3AFMNhNKSQ7/QskKVSFETIL+IDs27eA7a7/Dub3nALDnGQEdwJRgwr7IDoDr3MxnzbjaXJzeeRrnAVmXcDEkuAshYtLyhxY63u6g+1g3P9v6M9qPtEdSMmGJi2cv7z50dgiA/mP9xLoeR4yQ4C6EiMnxp44DYEuz4Rnw8PaTb0dG6mHhvLur1RVZuXqxPF3GrJvAcAB3h3tGx1qIJLgLsUD4XX68fd6Lfv6Jp04A8Ec//CM23b+Jmz9zM7ZM25h9LCkWLGkWgr7gjAKyDmi83SPnOnRy6KKPtVBJcBdigWjf0865357D1++74Od6+j30t/RjSbSQuyKX9XevJ31FOkopAr4Ar3/rdQJeo67MbMya8fZ6jcVQCUY+f+j00Ix/CSw0EtyFWACCPmNxkQ5qBpsHL/j5tlQbnz3/WaoaqvB1G18O4Xz77//P73n2r5/lpa+8BIzk3WdyUdXdZYz6k4qSSEhJIOAO4G6X1MyFkOAuxAIwOh0z0DxwURcoTWYTWSuyjJWpjAT3Fe9eAUDd9+rwe/zYc+2oBIW314t/yH9R5+vpNPLtthwbycXJAAyeuvAvpYVMgrsQC4C3dyS4+wf8kYuVsQj6g3j6PZHjBL1BEpITsKRYACi9s5S8jXkMdw5z+BeHUWYVCfwXm5oJn1/36W6CNmNuvaRmLowEdyEWAJ/TSKUoi5HDHmyKfRR8+uXTPJb1GE9UPTFhVSqAUoqKTxrVaPd9x2goP5MpkQFPAF+/j54zPTz+rsf59cd+bVyk9QQjry+mJ8FdiAUgPHJPX2eUhRo8NRjzKPj4U8cJ+oPY0+0jwX3R2PntGz6wAWuKlbN7z9J+oH3kourZYXoP9F5QGig8as9YkQHAudfPkbg0MXLeIjYS3IVYALy9XgY7Bzm17xQJaUb1xlhTJuEpkMvvXB65qGnPHzu/3ZpsZeOHNwKw77v7SEhKIOtao71D7/5eul7tivnLJBzc00rSSMpNAiCYYKRmhs8MowOSmomFBHch4lzAHSDgDvDMV57htx//LeePnweIadaM85STzsZOrClWspdnowMaa4Y1at2Yik9UkLM2h4LyAgDSVqeRd2seyqwYODHA+drzBL3BaV/T0+XBPeDGlmUjZ61RJtzZ4sSaYSXoldRMrCS4CxHnvL1evC4vrj4jKLa82QIYo+Dpgu3xp41VqaV3lOJuNUbtiUsSo+6buy6XT779Sco+NtL9K6koifx35WO2m3G1uTj39Dl8g5PPs9da4+5y8/y3nudH7/5R5PHOxk6Sio1R/OBJSc3EQoK7EHHO2+vF6rBy97fuBqC1vhX7Irsx5/301IEykpJ513KGzxhpnKSipEn3j1a90Z5tp+CuAixpFnxOH61PtU66UtY/6KenqYeupi4Gzw+y4i5jmmVnY2dkSuTQ2aFIdUoxOQnuQsQ5r9MIpMW3FmNNttJ9tBtCg++pUjMBb4CTz50EYMnmJQTcARKSE7BmWqd8vd6TvdR+vpazr52NPGZJtlDwngLsi+wEXAF6GnqiPtfT5aHp5SYArnr4KgquMVI8nYc6saRasGZa0T49K1Un450EdyHi3HD7MAFfAEeug6XvXApA+/F2lEnhPu+edKGR2Wrmz4/9OQ/segCTxwgVSUVJ09ZWf/P/f5O92/fyh3/7w4Tj5d6UCyYjJeQbmJieGWodommvEdyv/ujV5G3I485v3UnldqMfcPKy0IImSc1MS4K7EHFMa83xZ46z6y93UffDOkoqja6YHW93RHLnU43eUwtTWXP/GoZOG4W7kpZOnpIJK/t4GcqkOPzLwwyeH3vshMSESIDuO9w34bknnj6BZ8BD9qpsCjcX4shwcN1nrqP4ncXG64fy7sMtwwR9kpqZigR3IeKYf9DP6X2n8bl82DPtbPjgBj5z8jPc+c07SS4xgmy0cgRa68hj3h6jjIDZYcaWY5vwGuOlLUlj1T2rCPqCNPxwYufNtLVpxuseH4gUGwPQQc3h3x0GYNOfbYr6C8GSbMGWY0P7L65GzkIybXBXSlWF/myfZPv28H6zfXJCiJkZPDtI68FWULD63tUkZieSXmwsZEosTMRkM+Fz+saUJwDoOd7Dfyz/D577++dGRu0xpGTCKj4VWrH67X2c23duzDZbps24oOvXDBwbiDw+1DpEz6keTAkmNn1kU+Txtv1tvPjlFyMzd9LWGF8OfY190sRjClMG91Dj69pQn9SS0P3xqpRSTUDzpThBIcTFO/bkMYL+IPkb8knJTxmzLRgIRmagDBwfGPu83x2jt7kXZ7OToTNGcE8sij4FMpqS20tYtGkRg22D/GDzD9j79b1jtodXyvYd6YssbgoMBrjvG/dx73/eS1LOSPrn7N6zvPB/X+DwL41RfdLSJBKSEvD1++TC6hSmG7mXAOGA3hy6P94DWutSrXXtrJ6ZEGLGjj9jjHZXvmdl5LGW11v49tpvs/uh3aQUG2UE+o/0R0bvWmv2/2A/YARpX58Pk82EI9UETa3gHGA6yqT40J4PccO2G7AmW1l518jrBwNBHIUOLKkWAkOByC8DT5cHU4KJopuLxhwrvJCpq7ErcuzU1amAMXoX0U3Znjw0Yg8rA3ZG2a0s9FOtTGv92PiNoXRNFUBRUdH4zUKIS8Tv9nP6tdMArLl/TeTx5Pxkug53MdA6gOXJg6T2JNCfl0nnL5op+ONiml5pobOxk5SCFBZvXEz/2/0kWgKoR1+AAitcmwHXbQCzecrXd2Q62LJ9Czd/8WZsKUauXmvNT27/Cb5hHxlFGditdrpauii8oxDXKRcmTBPy+uHg3tnYidYapRQpK1PofasXV5sLT49nQkcoMU1wD1NKlQE1WusJV0fCAV0ptUUpVTl+BB/6gqgGqKiokASZEJfJqedP4Xf7yVyaSc7GnMjj6UvTySjNoLepl7ZnTpOfn8pQRgoeq5X+55t4/euvA7D5LzbjDufb61tgOAA9fvD44Xw3FObGdB7hwA7GfPUzr5xBBzSt+1pHdvqi8Z+bPn0Tyz64bMzzk/KScGQ6cPW4GGwbJKUgBbPVTMqKFPoP99PX2EfuO2I7l4Uk1tkylZOMyrcqpbaG7nYTPW0jhLgCFm9ezN1fvZvrPn4dpoSx/9SXhea7N7cMYCrPIvs6o8hX0wE3TS+1YLGZ2eD34x0IoAJBHK5hePdS+PNyMCs4cg4uYpVo7lW5/G3H3/LhFz7Mu//z3Vx1/1XkrMjBkmjBlmKjsLwQZR570VYpNWb0Hha+sDp4chD/8MU1BYln047clVJVo0bnlVrrWqVUutbaiZGHD19ILQV2XLpTFULExOuD8134Bq2kF6ZHvRBaYtE0ACfbB7npj68myWYhqSfAm798E4BNa7MJBo0Rd2LAg+mLN0FWMmgNO9+Go4NgT4MbL3w858h0UPzOYorfWUzZR8o48wtjJI+GtHVpUZ+TvTabM6+cobOxMzJX35JiIbEokeEzw/Qf7Sfz6swLPpd4Fstsme1KqSalVO+oTXsAQmmaB0Oj96ZoaRshxGV0vgfqDhE80YL3kFH90ZoxrlyAs5/iQuNC6pnWQcJrgbI2Z3H1Q1ez5XNb2PDBTQwvMgJt0palRmAHUAoKjZkuPH9qxqcbXtSklEKZFPZse9T98jbkkbUyC5NlbMgKz7rpP9pP0C+Lmkab7oJqLZAR5fHyUberx28XQlxmLi/8qB5aB+C2DJ7+9mFO1/Vy9fs3k+vqhVUp4LBAIADHTpN0cxaLVmVw/mgvZ189S8ntJSQ4EsjenI32afxWE0FvEGVSkcYbEXeuhJfOQasLjnXAypnlu9PWpkU6Q9myo18Y3fzpzWz+9OYJj9tybNiybHi6PQw2DZK6KnVG5xJPYrqgKoSYww6fhx+/Bf1+MIG2pnPktU4G2wZJsCdgPdYDX30BHimH4QFweSDJwS1f24KymFl87WL8bj/9Lf1klGYw2Dw40nGpwDFhtEyKA67KhDe74dljMw7utkwb6RvT0T5NQsqFhSSlFGnr0uh4qYO+xj5SVqbEvNAq3kn5ASHms1+8Bf9ZbwT2dAv85TW0KDuDbYMkZSWRVZyJxRKEHi98/XX4wWHo8MKqZay6dw0r71qJNdnKgf8+wH+s/A/2fGEP2ddnoxKMADlpLZl3h+atH+2DrgsoA9DnguYuCI5NoWRuyiTrmqxpA/Nw9zB+99iLp0lLkzAnmRlsHaTvqMx7D5ORuxDz1f/Uw14jr87VWfDBcnBYaNzxLABLypdgzbShvngz7HgDmgfBHwCvDVJGUi1aa1775mugIXd9LpYUC7k35TLcMhwp1DXBkkxYlgwnB+GZI/DBion7HGoDlwtSTOByw+FeeDlU6rc8Gz567QW93Z++96cc/91xPrTnQyy7bWS6pDIpLLkWfvNnvyElL4VPH//0BR03XklwF2I+2nPYCOwKeN9yqFwFGIH6yC+PALC0YqlxMTXFAX9zEzxzGLqG4cGNkcMce/IYv3j/L/AOeEkpTGHdA+sAo47MVE05ALi9BH54ALoHjZG4KZQI6B6E/94PR/thhQPKQnlwO2AGgkB9F6w8ATctj/ktpxQY5RM6DnWMCe4AR35/BM+AB8+AB+dpJ+lL02M+bryS4C7EfHOmDcyDUOKAjQWRwA5w/s3zOE85cWQ6yF6ejTU9NFPGZIL3rJtwqLaGNrwDRtmBzX+xGbN16lWnY2wqhId7IeiF9h7IzYQnG+G5M+DTRtI3PxWWF4HDBnYb3GOFXx+EPS3wi2NQmg0FsQXiaHPdwViJ2/B9Y6LeDR+/AZtVVquC5NyFmF9OnjP+KAUf3ABbVo/ZHC6uVXxdMSaTaeI0yHFGj4DLq8qn2DMKkwlWGJ2S2H8KvrQHnj1tBPaiRPjc9fBwhbGSNTMNEu1gNsH71kNxEng17KgDb2wLkMbXmAk7+LODDHUMkb0ym5IbShg+N3xh7yNOychdiPli91uw/zzckgHrS2BR9oRdbtx2I7lX5eJtNkbj0wX3JTcu4bav3kb2mmwcGY4LP6fcTGhqgTe7oMsLiWa4ezncVDKSphnPZIKqzfDVl6DTA786AA+VRd93lHBw7zjUEakxo7Xm9W+GyiV8ejNKKVytUikSZOQuxPzw1CF4rgV6/WBOjxrYwajjsvq9q0kvSMdkM2F2TJ1mUUpx09/dxJr3rZlyv0mZTOByQLsXKnLgH2+Fdy6fPLCHpSfChzbAqkTICUBX79T7AymFKdhSbbi6XQx3GqPzs3vP0vF2B8n5yWz6+CbeePwNdn9qN0PtQxf3fuKIjNyFmOuOnIenThm3370Ubls55e7h0r3WdOvlmfNduWpM3j9m6wsg3QTNLXD0FCQnGnn5SYRrzLS8blStTMpNYsmNS/jTF/+Uoc4hLA4LPed66DvXR/PTzaz/0/UX/57igAR3Ieayfhf811vGDJP1GXD3VZPu+vgdj5NSkELZg0aKw5o5dUpmTlicB30D0NoLP9oHf3YdWCcPS7d+5VaUUuSX5QNGwF9689LI9iXXLqHzSCenXzy94IO7pGWEmKuCQWN++qAfX6oZ/ZEoc8lDnKedNNc007i7Ec95DwCpK+bBUnylYNUyeLUfDvTBj+qm3L3k9hKW3bYMW6qNoc6JqZfi24sBaK1rXfAt+CS4CzFXPXfUWCRkUTx9eoDH8v+Vxt2NUXc98qvQ3PYblmI2m0lckjjtxdQ5w5IAW9ca0ejNbthzbNqnDHUM8a2l3+Jn9/yMgG+kyXbxlmIAOo934u50X6ITnh8kuAsxF/UNgmUI1ifD/Stpb3LidhrB6td/+mt6T469AHn4F8YUyPxVRroifcM8W8RzVQFsCXVq+80Jo0RBFH6Pnxe+9ALfyPsGfpcxhdJsGblonLIohdTCVPweP2eeP3PJT3suk+AuxFzj88HhJuP2lhKCN5bQ8XYHAId2HuKtH7/F7z7xu0jaYfD8IGf2nsFkMVG4rhBHvmPS0rlz2t3rYGUq+DV8vx6GPBN2MVvNvPyVlyP3r/+b6yfss/jaxQBwMnd2AAAgAElEQVScfuF01JfRAU3X610MnJi+F+x8JsFdiLnkdA/seB163ZCaBCWF9Jzowe/yk7oklfd8+z04Mh00/b6JA48fAODIb46AhoKrCrA4LPNv1B4Wnv+eboE+P1S/MaHAmFJqTN32pe9cOv4orP/Aeta9Zx0ZizII+ibWeO892Ev/0X663uhCB+M3Ly/BXYi54EALfP1F2P4aNPbDi05YZSwEaj/QDhgNK5Jyk7jzX+8E4Nm/fpahjqFISmZJ2RLsuXbsefNw1B6WaIOqMkhQYPLDuc4Ju1z/WWO0fu+P74061XP1fau5/pPXk1Wchbt9bN7d2+vFedAJgPZpPF0Tfx3EC5kKKcSVEgjCq83w3CloDwUZE7A2A+5ZYwQ6GAnuG/MA2PAnGzj4Pwdp+n0Tz3zmGW7/59tJSU1hydVLSN+QPv/rmRdnw2fKoKUFTrZAWhKkJkc23/rlW9n0kU3krpu8jryj0IGn28Nw6zCJi40KmDqo6Xy1E4KgEhTarxk+N4w9dx5/GU5BRu5CXAlDLviv1+BnR43AblVwXS48+k741A2weKQBWvtbIyN3MFITd33vLiyJFt7+37dpf6OdDXdvIGVpCo6CiyghMBeVLjJq0mgN+0/AwEhJAYvDMmVgB3B73BytPcrJ2pORx/qP9uPp8mB2mMm53ihlEM+lCqYN7kqpqtCf7ZNs36qUqlRKbZv90xMizgSDcLoV6huhKAHSEqByCfzT7fChayA7ecJTbnn0Fu767l0UvaMo8ljGsgxu/cqtoODsC2eNx9ZnzP9R+2gli8Flhifa4Ad1E/LvU2l6vok3/vsNTuw5gX/Qj2/QR0+DUUs++7psEpckggk83R4CnsA0R5ufpkzLhBpk12qtm5VSu5RSlaG+quHtZWD0WlVKlSilyqRJthCTONwGTx2FsiQwKViWB7eVgcUy5dPyy/IjKzJHu/YvryW7OBtzvxlLmoXEosQoz57HTCZYsxSeaoPj/VBzFO6MrQZO+Iuw83gnw63DDJ0ZQvs1SUuTsOfbcZ52Ys+14z7vxtXmIrl44pfqfDfdyL0EqAzdbg7dH+0hwDlqeyVCiLGCQfjJPvjPBmgagtM+2LASVhZPG9inY9NGXj4ucu3RLM2E94TKEv/uJJztielphdcUYraY6W3ppf3VdlznXJisJrKuzeKZv3qGHWU76DxpXKyN19TMlMFda12tta4O3S0Dxq8NTgdGf9pZ448RSunUKaXqOjsnXvkWIu7tOwOvG/PUKc+GhyogI5W+xj5O/e8pPD2Tz9g4/tRx9vzdHlr+0DJhm/OAE/+AH0uaJS5HnhF3rILlKcb89x80gG/6+u8J9gQWXb0INLS/bVyzyKzIZP+P9lP3nToCngApxUZnp+HW4bgsVRDTBdVQ+qXmYlIuoS+ICq11RU5OzgWfoBDz3utGTpzr84y+oQ6jLMDgqUGCniB9hyZv6nz0t0d55Z9foeW1scF99JS+7OuzUaY4HLWHmUzw0WsgyWzUf//Z/uj7uXxj8vJFNxupmY7jHdgX2ek608XTf/E0AHd//26KtxTjbHcSGArg6/dd8rdxucU6W6ZSa/1YlMedQGbodjrQPStnJUS8GPZAeCXkLaWRh7XW+PqMgDJ4apCAK/pFvfEzZWDUlD4NqatSceTFyQyZqaQ54P1XGT1j/9ABx9th2A3PHoZv74Uv/B4++3v4z1cjTym60QjuXae6SFiUwO4Hd6MDmhv+9gY2/MkGvrv+uzzxuScY6BiIy9RMTLNlwoE9dIEVpVR4CdxORvLwJUDtxCMIsYDtPQUBDbm2MdMbA+4AQW9olBkk6lJ4HdS0HzSCe+76kal//UdCU/oSzWSWZU54Xty6ejHcXAA3pkPrWdj3NrxwBg45IfRFyZE+OGWMMZfcsARbmg1HnoNdf7wLV4+LFXet4PZ/vh2lVOQLs+XNlrhszTdlcA8F8+1KqSal1OhKRXsAwmma0H5OmSkjxDjd/WAzwdWLxjzscxrBSCUY6ZT+Y/0TlsL3nuzFN+QjOT+ZpJwk43mDPnr2h6b0XZuNybrAlqo8uAnWhi7tWRLg6iy4bTF86mpYGxpzPnUUgKTcJD7X8zlu3HYjvU295KzN4f6f3o/JbHxmq+4xGoy07G/B3e5GB+Ir7z7lVMjQtMeMKI+Xj7pdPX67EALw+iBfwR/lwOblYzf1Gd2SkpYm4W534x/042p1RVZTwsjK1EUbjS8GrTVdr3UZU/qKk0gqSrpMb2QOUcqYaeTzg9Vi3A9LtkHj69DYCz1DkJmEMilKKkv48AsfJik3CVvqSKen5e9ejjIr2o+24+5z4+5w48iPnxTXAvvaF+Iy6ghNJMtOg8SxS9x9fT50UDPkHCJlhTFro/9o/5h9wvn23A1GSmaweRBXa2hK3+YJE9MWDpMJbNaxgR2gOAs2Z8PNGeAcWxJ5yfVLyCwdm8JyZDhYevNSdFDTerCV4db4Ss1IcBfiUnn9DHiDkDsxEPv6fBx+9jA/ufsnHH/hOJhguGUY38DIrA17hp28DXnkl+UTcAfo3mfkkrMqskhwSFmoqN63FvKs0NYJgelXnq682+hH27K/Je4uqkpwF+JSONUNz3XAU92QPrHdndfppX5nPQBPf+bpSDqm/9jI6P26z1zHJ976BGvvX0v7C+0EPUEc+Q6Sl8fxnPaZSk2GlCTwB+BM+7S7h/Pu3ae68XR7Ig1A4oEEdyEuhZdDBatKUyc0fA56g2M6Kd321dtILjUC9sDxgTEX9oKBIO3PteNud2NONJN9Q3Z8rkSdLUpBVha84oTvHTSC/BQySzP52Bsf46EfPYRSCldb/IzeJbgLMduCQTgYahN33ZIJm719Xs7UGS3gNnxwAzf93U0kLUnCmmEl6AkyeHoQV68L5ykn7c+342pzYbabyb8jH0vyzMoVLAiLs6E/AAN+eKlp2t0LrykkaYlxcdp1ToK7EGIyb7fBYAASzcbc7HF8Th9n6o3gvvq+1YBRxjd1tZG+6T/az6H/PcS/Lfs3nvvKc5hsJvLvyMeaNk8aXl9pZhO8o9C4/cLpmKpJJhYk4nV5GT4XP6UIJLgLMdteDTVmXptpBJpxhtqHCPgCJNgTWH7nctxONy9++UVe+uZLKIvC0+Hh5FNGWie9MJ38LflYMySwX5DKlcb6gi4vvDmxLs94T3z6CX7+5z+nu6kbb6/3MpzgpSfBXYjZ5PXDkVA+/abi6Pt44O6v3M3HXvoYlkQLvmEfL335JRq+34B2GKPGzqNGkb2Se0uwZdmiH0dMzmGF8lAtq5rmaXdPcCSgA9qYNRMnqRkJ7kLMprPdkJ4AGRZYHr1QXngBU8ZyY31gSkEK6/94PTqoOVJzBK01zrNGUbAlN0/M2YsYvWcNmIHTQ9DcNeWuo1erDp0dugwnd+lJcBditvQPQk8n3JoJH103cZENMNwzTG9TLyiwpI5cHL3ur68D4K3H3yJhcQI+t4+kvCSS82Ta40XLTDJSYwp48+yUu5ZUlpBgT6CruQvnceekhdzmEwnuQszU+X74t5fh6beMSoU2KyyO3uPz4E8O8uttv2bfz/ahzCPBf9GmRRTfWox30Mtz//gcMLYSpLhIf7QG7s6GHD1lHXhrkpVltxtNQc6+eTYuColJcBfiYrm88D/18NWX4Wg/HBiExXlQsc6oexLFkV8fASBv3cTAff3fXA/AmZeNC7IS3GdBQToUZBgzZs5PnZpZc5/Rwm//z/dz+rnTl+PsLikJ7kJcKJcPfnMQ/v452HseAkBpCnzyWihdAgnmqE9zO92c2XsGpRTL37V8wvYV71lB1kqjVMGNn7uRso+XXcp3sXAU5kJQwxunITD5tMiNH9rIqrtXEQwGGTw7SHCKfecDKVAhRKz8Aag/CTuPgzv0Dz/LCvethqunv/B57MljBP1B8tbkkVacNmG7Minu+OYdmBJMlN5RKitRZ0tmGrzSD21uyD0JN5VG3c2UYOKB3Q9wqPoQySnJuNvcY6p0zjcS3IWYjs8PLe1wrgPcPmMUmG2F25fBO0qizmWP5vAvDwNQVF6EJT162mblXStn7bRFiFKwLgfazsKLpycN7gBmq5nF71iM8y0nQ2eHOHfgHNlrsslYNqHy+ZwnwV2IqfgD8PgbsCQBrCbIToW/WArLcozSszHyDnk58cwJwAjustr0MtuyAl5ogVYXnOiA5dEveAMkLUnC+ZaTE787Qe32WlKXpPKRlz5C6uKJBeDmsgtpkD3Ztu2h/1bN1kkJMWf8/ijU9cJLfbBpFWxaDaV5FxTYAToOdqCUIrs0m5TCFEwWudx1WaU4YF1o9P37E1Puas20Yk40k7E4g7wNeThPOvnxrT+ONE+ZL2LpoVoJfH+KXaqUUk3A9MvAhJhPPD54LlRK4JYiSEu56EMtvm4xn9r/KW6sulFG7VfKnaGU1+FecE4+1VEpZRRyc1h577++l0WbFtFzoofqimpe2f7KvLnQOm1wD7Xa65lilwe01qWh/YSIH787DMMBY7XpLStmfjwvpOalTppvF5dYcRYsSTRmN9Ucm3LX8IXUYF+Qj7zyESo+WUHQF2TP5/fwo3f+iL4zfZfhhGdmNn4blimlKpVS22bhWELMDYMeePmccfuu5TFfNI3m7Gtn8Qx48DqNsgMycr+CbimGRBO4h2GK6o/2fDsqQeHt8WLSJu76zl184OkPkJyfTPexbsy26NNd55IZX1DVWj8GoJTaopSqlBG8iAtPHAJPEHJtcF3xRR/G3efmZ+/9GcqkuOfr92BRFixpMnK/YjYvBTUAHi90OSEn+iwYk9mEo8DB8JlhhlqGSFudxvJ3LeeTBz9Jz/GeeVEWYkYjd6XUVqXU1tDdbqAkyj5VSqk6pVRdZ2fnTF5OiMtjwA2vnzdu37Pygi+ejvbaN1/D1eMie202FosR1GXkfgWZTbAktPL3dKuxyngS4QYew2dH8vOJWYksvs6o0e9z+Wita7105zpDF/W3VimVHrrZDIRH6qVA3fh9tdbVWusKrXVFTk70KnlCzCmdXXBjGmxIh7Kiiz7MUOcQr3/zdQBu+ftbwA8mmwmTXWbKXFF52WBJgBfa4RsvGym4KBIXJ4IC13kXQe/Yi6g6qPmXRf/C96/5PsNdc7MOTSyzZbYCFaNG6AB7ALTWDcCDoW1NoftCzF8er7FYKc8GH9g0o0O9/E8v4x30suI9K1i0bhEAljSLrDy90hLMULIMznuNVavfeBkGJtZwN9vN2HPsEITh1rEBXJkUueuNufJzdfQey2yZ3VrrDK317lGPlY+6XR3a57FLdZJCXDaNZ4wiU9npkJJ00YfpO9NH3XeMH7K3ffU2uZg61yxKg89shiQzdHjg669EnR6ZuMSYNTM6NRNWcE0BAOf2nbu053qR5PehEGEtvfDDo/BaHxQVzOhQL/7jiwS8AdY9tI5Fmxbh6/MByMXUuWRJJvz1dZCcYLTj+8Ze6B3bqGN0cA94x9Z4L7zG6NPaum+ejtyFWBACQfjxfggCiTZImVnBqDX3rSG/PJ9b//FWYKT7kozc55iCdPjs9ZCaAD1e+Ppe6BkJ8JZUC/Y8O0FfEOdbzrFPDY3cW/e1zsmm2hLchQB44m045zKaKs8w1w5G+d6P7/t4pISvzxkaucsCprknLxX+5gZIt4BJw+EzkU1KKbI2G/8P+w73Rb6kATJLM7Gl2Rg8P8jAuYHLftrTkeAuxKku2BNqw/a+FZA1/RxmrTXDLcMTZlGMXpoevnAa8AQIuAOoBEVCktTqm5NyU+D/3AhbssA/BH0jwdqWaSNlZQpo6N7XHXlcmRQFFaHRe/3cS83I3zSxsPn88F/7jSXpq9Pg5olNNKIZOj1Ex4sdOAoc5G/Jjzz+y/f/Ekuihdu/dntkoYv7vBswfuLLTJk5LDMJivLhTBucOAtXr46scci8OpOhk0O4zrkYbhmOlCe481/vxJpsJb04faojXxEychcL268OGhfTEs3wkfLp9w8ZOmPkZV2tLlxtxjS6/pZ+Gn/RyIH/PgChFKzWmp43jdJMKaUXX3hMXCZFi8Cn4NlWeOZw5GGz3Uz6RiOAd+/rRgeM/8F56/PIWJYxJ7+0JbiLhWtgCDJ9sMwOD681ysLGQAc1rnMj86J79vegtab++/XogGbN/WtIXmSM2gdPDuJz+khISiB11fyqB74gmc2gkqHFAzVnoH/k/3Pa6jQsqRZ8/T76jiyMwmFCzD+BIBw5CRYTvG8lVMS+EtXT5SHoDZKQlIDJbsLT6WHg5AAN1cYavms+dQ1gfAn07u8FIGNjBso890Z3IopbV0Ce3agt9PMDkYeVWZF1jXFx1fmWk4DLmBpZ+/lavrfxe/Q0TVU89/KT4C4Wpt8fMkZliXZYVnhBTx1uMRa0JBYlkrHeKDz11o63GDw/SM66HIpuMr4oBo4P4B/0Y0mzkFw69wtNiRCTCR66yri9vwuauyKbEhcn4ih0EPQFI+m2zkOdtB9on3Pz3SW4i4XnVDc8cQZqe2DF0gsu5zt8LhTcCxNJWZWCOcnMod8eAqDikxUopQj6g/S+FRq1b8pAmWTUPq+szoOrMoxrJzsPGquWQ7KuyQIFA8cG8PR45uxKVQnuYuF5InShbEkKpF/YRU7/sB9vjxdlVtgX2TGZTZizzbQfaSfBnsCGD2wAoP9IPwFXAGumlaSlF1/GQFxBD28Ei4Kzw/DqqcjD1jQrqauN6yd9h/rGLGaaSyS4i4WlpReO9IEC7ll7wU8Pj9od+Q5MoRF/4c2F3P8f93PDn92At8NL0BvE+baxmjGzLHNOzqQQMchMgncuNv6uHGkbM3pPW5MGGLOmFm00isK1NbTNqRZ8Ms9dLCy/PWz81F6TBosvfG5yeJZMYuFIeQJlUhS/t5jElER63+zF1+8j6Aliz7PjKIhtBo6Yo+5eC8l+sAWhsxfyjAuqlhQLthwbnk4PuCBtaRp9p/voOtxF7lW5V/ikDTJyFwtHez80Gnlw7l5zwU/XQR0p/epYbATt4e5htNYkLU3Cmmkl4ArQd8iYJiej9jhgSYD1oZlUZ9rGtOYLr1sYbB4cKSI2h8r/SnAXC8dvG43CYCtSjGbJF8jd4Ub7NJY0C5ZkC1prfnL7T6guq6a3uZfMsszIvomLE7Hn2mfx5MUVk5cJ1gQ47oT6kbozSUuTwASuNher7lnFDX97Q6TG+1wgaRmxMHh94PBDqhneu/qiDhGZJRNaet7yegvtb7WTmJNI6uJUzFYzjgIH7nY3GVdH780p5iGTCXos8EofHHND2RIwmTDbzSQWJjJ8dpii8iI2/MmGK32mY8jIXSwMZ8/DEjt8oBRWxD666jvbR39LP2DMb/cOeWk70kbfmT72fXsfAFd/9GoSbAkopci7LY+i+4uwZdouydsQV8ity42KoR0eeLMl8nB4/cJg8+CVOrNJychdxD+fH1pDzdmLY2vCMdg+yMv/9DL136tn3YPruPu7d+Nz+ug63cWex/aM7Kig4pGKyF2T2QRyDTX+JNqgIhf2nodnmiK9dRMXJ2KymPD2eDn36jnaDrZRuqWUjJIr/8stppG7Uqpsim1blVKVSqlts3daQsyO1vpWvrf8Pzjz89NgTZy2dZ6rx0XtF2r595J/541/f4OAN4AOagbPGCMzR66DZbctIzHHSM1c9fBVc7IioLgE7loDCQpahuHwecD4Mk8qNv5OvfxPL/O7T/yOE8+euJJnGTHtyF0pVQlsByaUzAsHfa11rVKqRClVJk2yxVzy7F8+TfuZfppe66To45un3Lf7eDc/uPYHuHuNEr2r7lnFrV++lbwNeZx/zvjHvOLuFZR/1vin4Ha6saVK+mXBSE+EjVlQ3wVPHYM1xvz25JJkBo4PkJ5nfMm37muFT17JEzXE0iC7FpisIs5DQLj3VDNQOUvnJcTMBYK4Txl/PUuvzoENU9eQqd9Rj7vXTeHmQj76+kd5+DcPk7chDx3QkbK+o+e329PtUlZgobl7jRE1mwaMMhaAPc9OQlICGQVGKibaSlUdvPxt+Gaac09nbOC/8PllQlwKHh+eb7xMR+sgJpMi/5GRH546qDn31DlMZhP578qPzEVPzE4kdUkqd3zzDhZfuziyv6vdhfZrrBlW6aS00OWmQnk2eNzQ7wSyUEqRXJJMZm8mJrOJzsZOvENerElWdFDjPOjEedBJxqYM0q+6fCk8mS0j4s+gB77+Muf+0A5AZlEqh486qa+uB4ySvd5uL+4ON75+X+Rp7/j8O/ir03/FkhuWjDlcpArk4pk1zRZx4qGNsCYJnE7wGD1Vk0uSMVvNpC9JRwc1La+14O3z0vp0K71v9qIDOtLg5XKZaXB3AuGVG+lA9/gdlFJVSqk6pVRdZ2fnDF9OiGl4fbCrHlpdnO02/jElF2fwqw/+iuf/7/NjVpkCkXRLmFJqwqrSaCUHxAKWaIecDGO16hnjWow13Yo100rheiP198Lfv8C5J87h6fJgdpgB8PZ60frypWcuKrgrpcK/LXYCJaHbJUDt+H211tVa6wqtdUVOTs7FnaUQsXB74M0jUGyBtSm02IwUSvkj5aQtTWOofYhz+87hah0J6OHbB392kKGOiSMrX78PX78Pk9WELUcunoqQwkXQOATfb4Q+4+9QSmkKa961BnuqncSkRPweP8klySy+dzHmRDPar/EP+C/bKU4b3JVSW4GK0H/D9gCEZ8aEZtQ4ZaaMuGLcXth/GFweSE2Equtx5Kdiz7Cz+PrFrLpnFQBHfnkET5fHqPQHuNvddBzq4Jfv/yXfWfedCVX9IlUgCxxy8VSMSEuC3iAMBuApo4R00rIkbMk27v36vVz3sevIvz2f3JtyMVvNWDOsAHh6PJftFGOZLbNba52htd496rHyUbertda1WuvqS3WSQkzr5wfgqQ5wm2HjKrBauO9/7mNb1zbSitIiwf3ob46CBnuunYTkBILeIId+ajTaWPnelZEyvmHjSw4IEXFHKGnxRju4fCQ4Esi6JovM9ZksvmcxycUj3bfCK5a9Pd7LdnpyQVXMf92DUNcB3T7Iz4WEkRktymTk0JfevBRbqo2uo10MdAzgKHDgyDeWkh751REAVt83tuZM0B/E3WbMeU8skOAuxilbAtlWo9dq7VHAqPOec30OZruZQz8/xM77dhIMBLFmGiN3b68EdyFi96tD4NewNCkyl72nqQefa2QmjNlqZvm7lwPQ8mYLiQWJOPIdDHYO0nG4A0uShdItpWMO6z7vRgc1tixb5KKYEBEmE9xWbNx++Rz4A5FNAV+Amm01HPnVEQ7+9GBk5D6n0jJCzGnt/fBmqIHx+0ZqtO+8dydfS/0a5988H3ls+R3LyVmeQ2J2ItYsK458B2cajBKuK96zggT72Dns4SmQ4drtQkxwUymkJMCgH15qijycYEvglkdvAeCFf3gBZVOoBEVgOEDAHZjkYLNLgruY3355yKjRvjwFVuYB4O4zLpKiIHt1dmTXZdcv411ffBdr71uLUgqz3UxLqMJf6W1jR+1a6zGNsIWIymyCd4RWPje0jmnmseFPNpC9JhvnSSf7f7g/clH1cqVmJLiL+aulF97uMWa+vG+kH2rrvlbQkH91/pjReHjaYzh/HvAFsKZaSbAlULBubLVIX78P/6Afk82ELUumQIopbFkFt2ZBRRI4ByIPm8wmbv3yrQC89OWXMDmMcHu5UjMS3MX8deCsUaVvVRosGxmhn33tLACLrx8pIaADGtd5F1pr+jr7aNzdiNli5uHdD7P137cS6B/7UzmyKrUwUaZAiqnZLbB5KShltOIbZc19ayioKGDw/CCHnjRmZV2uGTMS3MX8NOSCJC+8NwceGtsBp+U1I9UyOri7O91ov8btcfPDG3/Ibz/2WwK+APY8Oxa7BU+3h6B3ZI67rEoVF6Qgx0jRtDjhVFfkYaUUt/3TbQAce+YYOqglLSPElE6FKu8tzYW81MjDOqhped0I7kuuH6kRE07JLCpbRM7aHDx9HvZu34syK2PlqQbXeWOfoC+Iq90Fyli8JMS0LAnQmwBPdcEvG8dsKqks4d6f3MtHX/8oyqzwOr0TFstdChLcxfxztB1ePQcaWJo/ZlP38W7cvW5SClJIXTIS9EevNF15z0oAnv/759n98O7IfPdwnRlXmwuCYMu2YbbLFEgRo83FxvWfpgFoGqmjpZRi459sxJZiw5JiAQ0+p2/Sw8wWCe5i/nD54Of74bv1sH8AzmiwWcfskrUyi8+c/Axbd26NFAALuAN4e7wok8KeZ4+sVgUovqV4QnCXKpDiouSlwvpMY9Dx04MQnDg61xbNkdojeLov/UVVCe5i7vMH4KlD8Pd74IVW8GoodMC9V03YVSlFenE6Re8oijwWTsnY8+yYEkwUbi7EkWkE9NX3rsaebUclKHx9PvzDfpkCKS7eQxuNRtptLnh+bLs9HdT85q9+w77/3kfjLxonOcDskeAu5rZXmuCLtfDkKRgOQJYVPrwOvnALpMaWDw+X+A3nz01mE1X1VXzy7U+SUpCCMhsjeoC+w30EhgOYHebIknEhYpaeCJWhgcVTTTA8MkJXJkX5x4yyXHu/tXfMCupLQYK7mLvae+DNszDgN1YB3r8CHr0dri02ln6P4+n38L2N3+Opv3gq8pjWemR++6iReHpxOrnrciP3HYuMwN/f2B/Zd3xddyFi8q41kGMFV9AoaDdKxacryFiSwWDHIK9+49VLehoS3MXc5PdD81lYnwx/ugq+cjvcvtKYbjaJlj+00H6gfUwPS5/TR8BljMQt6ZZJnxse1Yd7XUrJAXHRzCZ4cB0stkGehuGR/gGWZAub/9Ro1L73a3vpb+m/ZKchwV3MTcfOGF2VUpOgotSYajaN8Pz2/E35DDQN0F3XTedeY9aCo8Ax5UjcmmHFZAv9c1CQmC/5djED6wrg/uWQaIITZyNlCZRSLFzHO/cAABg7SURBVL1pKUUVRfiGfdR+fkJ/o1kjwV3MPQ1n4QdH4ZwHVhYbK//G0UGNt8/L4KlBet7sof2Fdo7/+jgADrODzlc66TvUF5mVMLq2djRKqUhqxp5nx2SVfxpihpYVQoIZevrg+EgBO2uGlfKHyjFbzRz8n4O0/KHlkry8tHIXc4vHBz9vBHcQtB2SJqZH+o/10/1GNzowUqRJBzWdx4xRev7V+SQtTcKaYTV6W2ZZsSRPnpIJS1mewtDpIVJXpE67rxDTslogOxcefxs83fCPWeCwYsu0kZyTTOUXK8m9Ppe89XmX5OUluIu5Zeeb0O+HdAts3TBhc8AdoHufEdgTkhKwZlixpFvoPtONd8hL2tI01nxsTZQDTy9xcSLL/mSZ1JIRs2d5PtAIQ174xQH4YEVkFlbB2gKKKoumfv4MyG9PMXcc74A/dBi3H14Htomj7b7DfWi/xlHooGhrEYtuX0RWeRYt9cZP25V3r5zRKUhgF7PKbIJwh6+GTvD5saRaUCaFf9BPwHvparvH1CBbKVWplNo2yfbtof9WzfbJiQUkEIT/fstY3bcxM9JRabSgN0j/EWN2Qcb6jDHbVv3RKq77m+u46uGJC5uEuKI2FRq/RN1BeO0UyqQitd3ffvxtdr5vJyeePTH1MS7ClMFdKVUGoLWuBZzh++NUKaWagOZZPzuxcDzxNnR6IdEM74/21wz6j/YT9Aax59kji47CCq8p5M5/uZOiGy/dz1whLorJBBWhvPqrxi/McGqmraGNI78+wolnLnNwBx4CnKHbzUBllH0e0FqXhr4AhLgw/gAcbgarCywK7l0BKRObYwT9QZyNxl/F9PXpl/sshZiZW5cb0fbsELT3R0bui1YvAuDU86dm/SWnC+7pQM+o+1lR9imbKm0jxKSOt0PdIejogRQLfGIjvKM06q4DxwYIuoPYsmwTyvDu+f/2sO+7+/D0X77mw0JckIwkKEkBq4LDrZGG2ekF6ZhtZtoPtOPqcf2/9s40OKrrSsDf7dbWklpqtRYEElsjGYuY1SIs3nAMXmPHrsHOUpl4MmNDkpmMk5oUjCuVH5NMxYFkFtdMJQFPaqYSTxJssjjY8YZT2IxlYhDG2GCzSEhIAqFG6tbW2lp958d7LbWWXoRaLdScr6oL9bvv3Xfe5b3T5517zrlROpkYk55Q1VrvNK32fKXUGMteKbVFKXVEKXXE7XaP04NwzTEYMKo7/vsROO6BbBvcWAEVY/3sYKyi5D1hWu3LHCOSkXq9vVTtrOLlr79MwD/1NbIF4YrZXAH3F4KtnzQzWzrgCxiLymioe7MurqeLpty9gNP82wG0hjaak62bza+tgGt0B1rr3VrrSq11ZWFh4WTlFWY6HT3wgwNGdUcNpGTAygrIDJ/u31nTyaBvkFRHKplzR2aOnn3lLAF/gPm3zB+q9CgIVyVzCyAzHXr7sfi6SbGnQABKVxsrhtUdqIvr6aIp9z0MK2wXsB9AKRV0etYGtwGLgCNxlU5ILgYD8NM/Q1OPURb1ixXw12vGLQIWRAc03g8Mqz1vad6YEgKn/nAKYGgBDkG4alEKigugPwDv1pE1PwsA5yzDfq4/UB/X00VU7lrro4ZMaiPgDX4H3ghpf8S03mtC2gVhLL89DnXdht/xH9bC+uEXvd72XhoPNQ4V7grSda4Lf5efFHsKWQuyRrQNDgxy5o9GyYHQBTgE4aolNwf2XYZ9DTjmpqNSFfZcO+V3l7PiyyvQWkfvI0aiZqhqrXePs+3GSO2CMIZjjXCgyfh782IoHY5T11rzy3t/SUNVA4UVhdz0jZtYuGEhSim8Hw5HyIxOMDp/8Dx97X0UVBTgXOREEK568rKh2AaNPqxVtTg+MRfPMQ+3ff025twzJ65lpiVDVZh6+geg5RI4UqCycExEzOWTl7lYfREA90dufr/19zx737Mc/6/jDHQMYM2yYnfZx3QbdMmI1S7MKNYbPnYON5N7vR1LuoU+d9/Q8o7xIuHKfaBngBPPneDgUwcTfWphOtDaiGNP1/DQPPjLsQlKqlPx4A8f5M7v3Mn6v1tPhiMD91k3+3fu59097zLrllko61iLpnRtKWV3l3H9g9cn4koEIT6sW2DMOXkGsNS6cSx1EBgMcOJ/TvDOv70Tt9MkvHDYYN8gv/nCbwBY/bXVZORmRDlCmNG8cxb6O4wKeUvH1mXvbeml41QHtlwb5V8sJy0vjdueuo1DTx+i6odVLN68eEw2apAbPneDlBsQZh7pqfAJJxy9DAfqyNmyhrb323jte68xODDIsi8uI6swK3o/UUi45Z7hyGDeTfPQg5ra16ViQVJzuB6ePQ1V7UZd9vSRa5L6e/1U/XMVAX8Ax1LHUNZeWnYat377Vp449wTLv7R8aP/Lpy7HdcJJEKaN281ggo89WPr9FFQWUFhmhIrHK1t1WnzuZfeWAQxFOghJyJ9Owy9OGH/Pc0DB2JIBVd+r4uB/HOTNH7+JY9nYdlueDUuKcYs2Hmpk14pdvPS1lwj4Axx6+hD1b9UTGJTEJWEGsqgQitIhLwXONWMvszNnxRwAzvwhPnpxWpR7+b3lAJx9+eyY0DdhhtM3ALsPwd4z4NewOAc+P9bP3n2hm0M/PgTAqq+swhJhbVSAzoudaK2p/mk1z971LK9+81V+cecv8Pf6p+QyBGHKeWwFbMiD1suogQHKHzT0Yv2b9XHJtk64cu/39IMXsmdl09XcRfOx5ugHCTODC174/gE41mrcWXfNg6/fNGZRax3QvPWdt+jx9lBwXQEr/mZF1K4rHqrg0T89ii3fxrk/nQMNro0u0rLSoh4rCFclpQVQ6IRAAGoaWfTAIqxpVryNXpqrJq8XE67c/T4/3bXdzFlmvoKIayY5aPXCnveMsr1ZVvjqSvjM0nGzT91H3BzbcwyATT/aFPMCGXPXz+WxQ4/hLDdi2pdsXhI/+QVhOlhUCl0B2FtD6slmStcYYZJnfndm0l6NhEfL2GbbsGZambNkDh3uDuwlY+OXhRlEaydccoO7DZZlQ0YafH4lODLH3b2vtY+3f/A2/d39lH6ylPJPl0/odM4yJ48ffpyGqgbK7iqLxxUIwvSRkQ7tKdDcD7/5CNfGBXhqPdgr7JNeFSzhyl319mHP9TN35Vwq/qKColuKEi2CEA9q3PDCR0Z96vvyIc0K5SXwqWKjhgZQvbuaE3tOoLXm9u/ejj3XzuUjl4cWst70L5uuKCMvIzeD8nsm9qMgCFctDy2FYy3gGeDmO2Zxa+M349Jt4hfI7vBhP3UBb04J3fXdBNYEsKRJouyMwD8IH1+CV89CTaexzQKQBZ8sM6wQk/d//j4vbn1x6Hvj640Uu4qxWqyUri3F7rIz72ZZNUkQsKXC/WXwq1NYDjbBp8qM+u+TJPHKvchBqruXDN1NT04mda/V4cfPdZ+Wqn5XHX4/tHdDeyfsOQMXemDQ9ANagGX58JklMCtnxGGNhxrZ9/g+ANY/sZ6szCwchQ6sNiuFNxWSf3s+mQXju20E4ZrkJhccbIBGH/zqffja+kl3mXjlbrHAPYuw/7GJlp5BXvjyC9jybXzr0reihsMJCaK+Dd44DS7rkIuFngFDseekQJkD7q8Yo9QB2hva+fWDv2awf5AlDyxh0UqjjkzWgiwK1hRgzbAm8koEYWZgscAXlsIP/wwfeuCjZqgonlSXiVfuAGsWkPXqOXLzM8kuzKbL3cWFwxcoXVs6LeIIJi0dsPdDOOExFtKwOeB6J+Rkw+dmw6xcyM+O2MW+x/bRfamb2Utns/KBlVhSLRSsLSBrYVZcK94JQtKxoABWFcDxVjjZANfPGjauroDpUe4WC5Z7F5F9oJWSZSWceuMUZ/54RpT7dNHeA7/7AKrdMAgo4BMO+NTSca3zSNy5405e9LzIukfXkZaXRvEdxaTlSiy6IMTEIytg4QkoMePfrVf+pjt9fpDKeeQM+ihZbqybKfHuCWZgAJov0/uzwzT8qo5LrakEtIJFdvx/X8n+hh6eXvvfvPiV4UnRgY4BGvc10vD7BjzHPPS394/o0nfBR/fJbjb87QZyFuZQcm+JKHZBmAj2dLh1OSxeMCnFDtNluQNYLKRtmsfctzuwplq5WH2RruYusosjv/YLV0hnH5y7DKfcUGgB1U+3L5UWax46xcKALZ2BeQ7UvDT2PfI7Lh2/BDAUa9vb0sv5F89z6cQlsguzObv/LN4mLx0tHXgaPVQ8UEFZZRkKRdb8LApvLhyqCyMIwgRIic+81PQpd0BVziev8STFFcU0HW/i7CtnWfFX0VPRhSj4euHtemhsh0s+aO2F7sHh9qXZtJfm09pmA6XIKk6jp93Pe3s/4NhvjxHwB8hblMfdT9/NrKWz6Krrwn3QTX1VPVU/qxr3lO/+5F3s37Kz+OHFOFc5xb8uCNNMVOVuro/qBVZprXdOtD0a2etKKFk2h5YzLXQ3dUz08GuLQJhiQs0dcLoFilONsMWePnjlMvSE7G8BHGnoWTZaS+bQ0WZszluRR+aiTF66639pqGoA4Lo7ruOen9xDblku7SfaaaluASB7fjZFS4voa++j6IYiCpYU4JjjICs7i4zMDAorC8lZPDEfvSAIU0NE5a6UWgWgtd6vlHIppVaFLoIdrT0WrLNyWXa/i/IN15GfM7LCn9aaQd8gKkVhTR/5qhLwB2g90zqmP5vTRlZR9MgMX6sPf48fe4l9aF8d0Pi7/VgzrFhSI7sUdEDT0dhBek46GY7IC45orelq7sKSYglfhL+zB857oKmD7tOt+C52Qa8fSmxQkk5amiKzx4Ku7hxzqGUwgLXfj+/2HNwXfCy4sQhWOMGSws//9Qi2WVkUfbKEgooiBi4N0PKC4VJZ94/ryFturGWaMzeH7OJsbv3GreQX59P2Ths99T30NPUA4Kx0svBLC1n3nXURr1UQhKuDaJb7Z4HXzb9rgY3A0Qm0x0Tewhz6TvbS6YHjj+zlxJ+bcJQ6yJnrJLfEgb/PT/tFL/YiGys2LCStr49+r48fP/HquP3Z8jK497sbKK8oAKCjpZu6o824z3lw17XjPuehu60XgOIbinhox330d/rp79Vc+riFlIwUrCmQmqJJTYXUWekM9PVTurSQ1I89MBDgt/95mNPvGX5pe14GhaV2CisKKFheROmNs8nLSYcL3Vw43cpz3/8/ersGAMjMSaNwjp2CFYUUuXIpXz+bzGovdPh56ZXT1Jzz4PMNjLmmBWsXcMtXboFlRfR391P1syocJQ4cpQ4GB6DuUBMXd1WTlpXGlrceJ+MOGz63j3NHjQnRky/XjOmz4tEK5jIXgPt+ch86oLE5bbRVt9F+op2eph6UVVF4cyHZC2QuRBBmEtGUuwNoC/meP8H2mLDdOBvrB2fwp6fRcLEX93kv7vNeoG7EfvmufBauvQ5IpdeSQs7sUS4ADT3tPfR4eulq1jTZDYv8vb1n+PDFD0fsmpKegjXVSkZWJl1u443B5+nhtR+8FlbOu759F0XlRWCF1NkFpJ/14u/10+nppdPTS+0HbnjuIxasWcAtX70FsOGzOentGiAtKw09qPF19FPf0Ur9x8Zbh/V7nyZvvqFgvQfq8fkGSMlIIdORaYQkmmQ6MknJSkGlKFqbWmk42kDD0YYR8imLIn9BPhcOXCQzL5PAYID7/uk+vI1ePI0e2pva6fP1UbSiiOKVxRQvH06SsOXZhse5Mp/U3FS6artwrnSSUSRLIQrCTENFWrZMKbUL2KW1PqqU2ghs0lpvj7Xd3GcLsMX8egMwUsteuxQAl6dbiKsEGYthZCyGkbEYZrHWekIldKNZ7l7Aaf7tAEY7uaO1o7XeDewGUEod0VpXTkTAZEXGYhgZi2FkLIaRsRhGKXVkosdEC0TeA5grueIC9psnckRqFwRBEKaXiMo9GPliuly8IZEwb0RpFwRBEKaRqHHupltl9LYbI7VHYCL7JjsyFsPIWAwjYzGMjMUwEx6LiBOqgiAIwsxEin8ICUMptVkptVEptS3KfhHbBSGZCSaHhmmL6RmCKVTu0YSYiJAznRjGYov52ZFo2RJFaDYz4A13A5vzN6sTKdt0EMM9scrcZ3OiZUs0E9AVW8ZrTybM+/+ZMG0xPUNBpkS5RxNiokLOZGIYi43AfnPuwmV+T0Y+ixE6C8PZzNckMd7/W7XWezHuiWv5+VgF1Jrttck8FjA0Dm1hmif0DE2V5R5NiGvpQY92ra6QbbUMh5YmG1Gzmc3aRNdCOG3Ee8K01msAtNY7kzwKLRZdEHyjdSX5WERjQhUBpkq5J6RswQwh4rVqrXeHRBytAiacrJBEOKPvkhREu/9XA/mmaybZ3ZbRno+jGBZ7DeEtWmEcZEL1KsF83Xw9iS2TiNnM15DVHiutIXkkSe93D4eZMOkFdgHPKKWS9c02FqJWBAhlqpT7pMsWJBGxXuvGK6mHP4OIlu3sCplATGo/M9HviRoMFwXmv8k8wRxtLLYAT5nPxsPANfdDd6UVAaZKuUvZgmGijQVKqS1BxZ6sE6oxZDvvNScQnRgPeTIT7Z7YP6r9cEKlSyxRn48gwUnXxImWeEzjpnLU29oVVQSYsiQmM2ypFmMSJFg4rDqY3Tpee7ISaSzM/6jnMfyJTuBhcU8kPzE+H21mezK/0cUyFtvMdmey64p4IhmqgiAISYhMqAqCICQhotwFQRCSEFHugiAISYgod0EQhCRElLsgCEISIspdmBKUUtvilYhkJjfVxKGfHUqpGqWUVkrtMr+HfqYkvj5e8gvCRIi6EpMgXCGrgUXA1jj0VQvsnWwnWuvtppLdobUeIZeZ1l6tlHr4SktAmCUUxjs2LvILwkSQOHch7oTU/6jRWqtpFWYUZubfM1rrvHHatgFPjtcWY9/bkj3hSJg5iFtGmAocWuta4OgMK3pVCzgmUZzqs/EURhAmgyh3YSrZQxwUnln6NhE1d1YDmD9MMaOUcpiraIVbXSpR8gvCEOJzF+LKKL/zboYXWhi93w6MCn8ujHo6e83tuzAqAe7H8Ne3AU+a+6qQ4zczXETKAWwCtmutr6iwlKl8t2BUHhyvPfQNZDVGpcLguR4ZdV1guKR2m5O0Y+QPOaeL4bpCbcFxiFHeTZiLegDPYbiUtsdyvHANoLWWj3zi9gFWjfpeDWwJs68DQzltDNm2JfR7yHYd8vfG0ftg1Pt2xCDfZsAT7MM8X7V5vCvCMa6Q78Ha+2FljNZm9rlj1LZt4cZqnGOrR8lTA2yb7v9/+Vw9H3HLCFPNLsJYw9qwfB8GnjddGy4M6zVaVUwXY10gr09EKK31fvOzWxvVB72ELzW8iZA3EG28mUzWzfIM8NQomXYCEUMyzTF6npAxNeVJ9tLZwgQRt4wQN0zXxWqlVKif3QFsVEo59DguE631UaXUUxgK63kdW0nX54BzSqlN5nH7dYzujAjswrDgx4uU2Q44zbj9Sgw3ijfcNUXDdKm0hTk2uI5ouOvZgXG9Q/MCQX++Tt5VvIQrQCx3IZ54tdbbR322AkcJ8UuPxrRYXcS4SIepFBdiWOtbgRql1POTEdxUlo4w0T1OjB8Rl2np7w3ZfiW4CL/oRBuRF0nfzNi3lE2I1S6MQpS7EBdMV0K4BYz3ECGZybQ8twJPxpLVak7aerXWO02XSh6GYt5yBaKPZjzF+jqwa7y3g3AuFDNCJtyPVS3hf8icDC+xN7rPoGyjLfSN42wTrnFEuQvxYmMEt8BeYNV48ePmNofpZ38Yw0KOeq7QvkxLfjtGRuxk8I7uw1TQLgxXUChB5VwZRom7IrhsjmC4ecY7bhXRrfBQl4zDPGZCcw5C8iPKXYgXYRdxNl0etYyy3k3FtD1oEZsKfr8ZDhmN0SF/TmJbazSSK+U5DJ96UL7NIQraGbI9aCk7MH6YgvvUhvzohD1PyI/RiDBRM0M2bDhnyDiG/kg+Y7aJW0YYgUyoCpPCVHQ7MCzzmvEmRM3YbxewTSkFxuTldgw//GhXjhPYbCrJXRhKdIfZz/PmcV5gV0isuwOMRbajyBqMrXeYfe0KVYpa661mQbGgeydorW/CiGLZg6Fc20w5nsRwOQV5GNiulHrd3C/4ZjJCfq11rTZi4DeaCj14DbUxTAxvMs8RVPBtiEtGGAepLSMIMxilVDVG9IwkLwkjELeMIMxsxN8ujIsod0GYoYREFh2ZVkGEqxJR7oIwAzEnnYORRc9MopKlkKSIz10QBCEJEctdEAQhCRHlLgiCkISIchcEQUhCRLkLgiAkIaLcBUEQkhBR7oIgCEnI/wPCIaHU7fF/pwAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cmask = (fid['most_massive']==1)\n", "# Plot the ellipticity distributions\n", "# ellipticity magnitude\n", "\n", "Hc,cbins = np.histogram(np.sqrt(fid['e1'][cmask]**2+fid['e2'][cmask]**2), bins=60, normed=1)\n", "Hc_sym, cbins_sym = np.histogram(np.sqrt(sym['e1'][cmask]**2+sym['e2'][cmask]**2), bins=60, normed=1)\n", "Hs, sbins = np.histogram(np.sqrt(fid['e1'][np.invert(cmask)]**2+fid['e2'][np.invert(cmask)]**2), bins=60, normed=1)\n", "Hs_sym, sbins_sym = np.histogram(np.sqrt(sym['e1'][np.invert(cmask)]**2+sym['e2'][np.invert(cmask)]**2), bins=60, normed=1)\n", "\n", "x = (cbins[:-1]+cbins[1:])/2\n", "#plt.title(\"This shouldn't change under rotation\")\n", "plt.close()\n", "plt.plot((cbins[:-1]+cbins[1:])/2, Hc, color='pink', lw=2, label='Centrals, unsymmetrised')\n", "plt.plot((cbins_sym[:-1]+cbins_sym[1:])/2, Hc_sym, color='hotpink', lw=2, ls='--', label='Centrals, symmetrised')\n", "plt.plot((sbins[:-1]+sbins[1:])/2, Hs, color='plum', lw=2, label='Satellites, unsymmetrised')\n", "plt.plot((sbins_sym[:-1]+sbins_sym[1:])/2, Hs_sym, color='purple', lw=2, ls='--', label='Satellites, symmetrised')\n", "plt.legend(fontsize=12)\n", "plt.xlim(0,0.98)\n", "plt.ylim(ymin=0)\n", "plt.xlabel('$|e|$', fontsize=20)\n", "plt.subplots_adjust(top=0.98,bottom=0.14)\n", "plt.savefig('/Users/hattifattener/Documents/ias/mbii/figures/ellipticity-spiltby_most_massive-symmetrised.pdf')\n", "plt.show()\n", "\n", "\n", "# e1\n", "Hc,cbins = np.histogram(fid['e1'][cmask], bins=60, normed=1)\n", "Hc_sym, cbins_sym = np.histogram(sym['e1'][cmask], bins=60, normed=1)\n", "Hs, sbins = np.histogram(fid['e1'][np.invert(cmask)], bins=60, normed=1)\n", "Hs_sym, sbins_sym = np.histogram(sym['e1'][np.invert(cmask)], bins=60, normed=1)\n", "\n", "x = (cbins[:-1]+cbins[1:])/2\n", "plt.close()\n", "plt.plot((cbins[:-1]+cbins[1:])/2, Hc, color='pink', lw=2, label='Centrals, unsymmetrised')\n", "plt.plot((cbins_sym[:-1]+cbins_sym[1:])/2, Hc_sym, color='hotpink', lw=2, ls='--', label='Centrals, symmetrised')\n", "plt.plot((sbins[:-1]+sbins[1:])/2, Hs, color='plum', lw=2, label='Satellites, unsymmetrised')\n", "plt.plot((sbins_sym[:-1]+sbins_sym[1:])/2, Hs_sym, color='purple', lw=2, ls='--', label='Satellites, symmetrised')\n", "plt.legend(fontsize=12)\n", "plt.xlim(-1,1.6)\n", "plt.ylim(ymin=0)\n", "plt.xlabel('$e_1$', fontsize=20)\n", "plt.subplots_adjust(top=0.98,bottom=0.14)\n", "plt.savefig('/Users/hattifattener/Documents/ias/mbii/figures/e1-spiltby_most_massive-symmetrised.pdf')\n", "plt.show()\n", "\n", "# e2\n", "Hc,cbins = np.histogram(fid['e2'][cmask], bins=60, normed=1)\n", "Hc_sym, cbins_sym = np.histogram(sym['e2'][cmask], bins=60, normed=1)\n", "Hs, sbins = np.histogram(fid['e2'][np.invert(cmask)], bins=60, normed=1)\n", "Hs_sym, sbins_sym = np.histogram(sym['e2'][np.invert(cmask)], bins=60, normed=1)\n", "\n", "x = (cbins[:-1]+cbins[1:])/2\n", "plt.close()\n", "plt.plot((cbins[:-1]+cbins[1:])/2, Hc, color='pink', lw=2, label='Centrals, unsymmetrised')\n", "plt.plot((cbins_sym[:-1]+cbins_sym[1:])/2, Hc_sym, color='hotpink', lw=2, ls='--', label='Centrals, symmetrised')\n", "plt.plot((sbins[:-1]+sbins[1:])/2, Hs, color='plum', lw=2, label='Satellites, unsymmetrised')\n", "plt.plot((sbins_sym[:-1]+sbins_sym[1:])/2, Hs_sym, color='purple', lw=2, ls='--', label='Satellites, symmetrised')\n", "plt.legend(fontsize=12)\n", "plt.xlim(-1,2)\n", "plt.ylim(ymin=0)\n", "plt.xlabel('$e_2$', fontsize=20)\n", "plt.subplots_adjust(top=0.98,bottom=0.14)\n", "plt.savefig('/Users/hattifattener/Documents/ias/mbii/figures/e2-spiltby_most_massive-symmetrised.pdf')\n", "plt.show()\n", "\n", "e_cfid = np.sqrt(fid['e1'][cmask]**2+fid['e2'][cmask]**2)\n", "e_sfid = np.sqrt(fid['e1'][np.invert(cmask)]**2+fid['e2'][np.invert(cmask)]**2)\n", "e_csym = np.sqrt(sym['e1'][cmask]**2+sym['e2'][cmask]**2)\n", "e_ssym = np.sqrt(sym['e1'][np.invert(cmask)]**2+sym['e2'][np.invert(cmask)]**2)\n", "q_cfid = (1-e_cfid)/(1+e_cfid)\n", "q_sfid = (1-e_sfid)/(1+e_sfid)\n", "q_csym = (1-e_csym)/(1+e_csym)\n", "q_ssym = (1-e_ssym)/(1+e_ssym)\n", "\n", "Hc,cbins = np.histogram(q_cfid, bins=60, normed=1)\n", "Hc_sym, cbins_sym = np.histogram(q_csym, bins=60, normed=1)\n", "Hs, sbins = np.histogram(q_sfid, bins=60, normed=1)\n", "Hs_sym, sbins_sym = np.histogram(q_ssym, bins=60, normed=1)\n", "\n", "x = (cbins[:-1]+cbins[1:])/2\n", "plt.close()\n", "plt.plot((cbins[:-1]+cbins[1:])/2, Hc, color='pink', lw=2, label='Centrals, unsymmetrised')\n", "plt.plot((cbins_sym[:-1]+cbins_sym[1:])/2, Hc_sym, color='hotpink', lw=2, ls='--', label='Centrals, symmetrised')\n", "plt.plot((sbins[:-1]+sbins[1:])/2, Hs, color='plum', lw=2, label='Satellites, unsymmetrised')\n", "plt.plot((sbins_sym[:-1]+sbins_sym[1:])/2, Hs_sym, color='purple', lw=2, ls='--', label='Satellites, symmetrised')\n", "plt.legend(loc='upper left', fontsize=12)\n", "plt.xlim(0,1)\n", "plt.ylim(0,4.5)\n", "plt.xlabel('Axis Ratio $q$', fontsize=20)\n", "plt.subplots_adjust(top=0.98,bottom=0.14)\n", "plt.savefig('/Users/hattifattener/Documents/ias/mbii/figures/q2d-spiltby_most_massive-symmetrised.pdf')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 54, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", 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gbkp/vXTS9eEXO0nuQoiUkFjq1+KyXGylF4vB62fhxbNwgwcsCk+OBXNaFF/AQbA3jO8dH/1H+7GkGenMvcI9/uAeF/RH4FgPSilsXhuRwQjhgfCSTe7TlmWUUtXxP49Osv3R+N+L60qpECKlJKZBdjZ28oMP/ICmF5rg396E7x+HFj+cC0LZMtSNm3DtWE3Rh5ZR+GuFOIud6IgmPGD8fOJmpUtUlRrZriMAvcPYMoyRfbg/vGTb7005cldKVQI7tNaPKKUeSTTIvmy33UqpncCeCQ4hhBAzkqi3H3vmGE2/amLZMhcrrVYjKd+1DD64DpwXyy1KKZwFTpwFToK9QQZODGBxWUYT9yXcdihOg+YRePM81lXL6L/Qz1N/+hSeYg+fee0zC/QuF86UyT2eyBPJvGyiBtjALq311a2iJYQQceGhMINdg5x9+Swmq4mtiemJdxTDRzdP+bP2LDu5N0+zINjGXGg+B+92Yq1cid1lp7+5n0B/AK31hHfELmYzmi2jlHqYyUfmlfGyjVyhE0JctfBgmFMHT6Fjmo2b83CbzJDvgAfGL+l7VbbHlyk5P4zVBnaPHYvDQnAgiL/XPzfnSCEzSu5a68eAPUqpcbcgaq0fi4/cs5VS46ZqKKV2K6XqlFJ1XV1ds49YCLEk+bv8nPnVGQC2L880bk7679fDXN1glJ8OOTaIasxH2zA7zXhyjaWAl+IaM1N+akqpynjdHaAR2H3Z9p3xejtADzBu0rTWukZrXaW1rsrNvTbWURZCXBmtNaeeO0VoJMSyDZkUv78Afm05lFzZGk3TumMZ3JoBGWBLt+HOM2bW9DVcY8kdqAYSn64XI8EzZgTfCCTq7eWA3H4qhLhisWCMUwdPAbD9gRWwvQDuXT/3J7phORQ7YGAAa7rl2h25AzVAWWJ0rrXeH3/9YPx5PfBgfHvDJBdcF7WamhpqamrYv3//6Nrhc2Fsy7zL2+ddS6305pu06lscwoNh3vfF97HtY5tZ/75iWLPCuPlorrmcYLdBOILVri+O3K+15K619sXLKvu11nvGvL51zOPE9sfmM9BkqK+vx+fzsXv3bnbu3ElZWdmMWr/N5BfA2JZ5l7fPG3uOufplshRJq76lI9I2hDPdydYbVmDOywfHBNMZ54JSELHBqz6sJzrIW51H1Ser2PgbG+fnfEmUkneoNn538uVr51LZp6ZeV6W3t/eSbj4zaYwx21Z6Y9vLSVu+yUmrvqUj7A8TrGsDixuLFagomt8TOpzQHMQa6CGzbDm5FbmU3j3Dhj+LiCwcNoXEOi3l5eXs2bNn3KJcE7XCm6iFHEzcEm4iWVlZo63kZnqsK2m5l2hnlzj+jh07RtdUn6pFYKq36puoXeHYz1Ja9aWuV//ql3znD3/O+brzWDdkg2me09LmYrAqrN0joIxlD2KR2PyeMwlScuQ+3Yh6Ie3bt4/GxkZqa2t55JFH2LNnz+hocaJWeBO10pus1dxEEg00gBkfq6ysbMYt9xLt7MD4JjK2M9JErfMSLQIXQ6u+idoVSqu+1BaLxqh/vJ4hnx+r04ptwwLMqLNaYKUHdWoAq47ScqKb9r9r57pPX4c7f4J1aRYpGblPITFyLCsrY/fu3Rw6dOiSxDFdK7yEK201N5WJjnUlLfdmYqIWgYulVd9kNXJp1Zeazvz0JAM9fjx5Hkq3FGDPWaBFvKqMJjXW3hGOPHmEA390gPbD7Qtz7gUiyX0KiRH7WIn/8adqhXd5C7mp2vFNZybHupKWe2B8O0gkzoaGhnHJdqJ2edKqT8yHQ199GYDVd64moypn4ZYAuHkF7CjBGgjizo3PmDndszDnXiDSZm8Kx44dIxAIcOzYMY4dO8bTTz/NH/3RH+FwOCZthVdWVjauhdx07fiUUhM+3rp164yOdezYsRm33AMwmUzU1dWhlOLQoUPU1dVxzz33cOzYsUlb573yyisp3arP5/ONa1corfqSK9gTxN/mx5ZpmzBp95/38bOHazGZTNz6OzdTtKMYZVqg5K4UrMsnMhKi7WQf7cfayck2UX7vWqOxR4qRNntinJm03Lta0qpPTKX5J82EB8Lk3JQz2v1orBcf/jm//Ns3WL59OR/+1/vI2rrwM5MCnQFe/cqrvPSvL1FxWz4PPXoTLFsGJak1S0ra7IlLzLTl3tWSVn1iMuGh8Oj66r11vUaHpcs0PGfcg7DmfWtIr8hY0PgSrOnWi3eptgfgWD889ga0TH4NbbFIydkyYm7M92haWvWJyQQuBEYfx8Ixut/opuCugos7HGnl/k9v5+SFEGU7VmJxJScVmR1m0pcZ3yr6LvjRXVFUVMPPTsDuG5MS01yRkbsQYs75240ldDM2ZKAsipHzIwyfu9iIWj93hiFPBoUbCsnYMPnF9oXgLnJjS7MZy//es9p48d0e6FvcjbMluQsh5pTWGv8FI7l7yj1kVRqzmrrf6CYajDJS30zHhQgxqwVbugVHXnIvVFszrHz0Hz/Knpf24KhcBqVpEMUYvS9iktyFEHMqPBAm6o9idpixeq2kV6Rjz7UT9UfpPdTL63/yAjX/9ArHDxwnY2Nm0jsg2dJtWGwWQgMh44Ud8cXm6jrBH05eYLMkyV0IMacS9XZHgQOlFEopowWeCfqP91P/Shs6pslemY2rbIJm1gvMmmEFGL0AzPXLjKYewRjUnkxiZLMjyV0IMacS9XZnoXP0NZvXRuZ1mbQeaWV4MEh6QTqrP7Ia01x1WZoFa4aVlsMt/PA3f8hPd//UWNvmzuXGxjPdsIDTxeeSzJYRQswZrfXF5F7gvGSbd306jb80GnKsun0VGUma/ng5q9uK2WZmsH2Q7hPdxou3l0NgAFxAtw9yM6c8Riqa9tdmvPl1tVLq0Um275QG2UIIgFBfiFgwhtllxuK5dOw40tBBy3sXUCbFdZ/YlLTpj5dTZkXmSiN5952JN+2wmGFzfBng5vZFOXqftocqsCPeAHtsP9Wx24lv912+XQhxbQm0G/V2Z4Fz3IXSI9+qIxbVrLqzhNL7licjvEl5y7wos2LwwiCRQPyGq4JsI8mf88HJjuQGeBWm68RUr7VOLH5dNkEbvYeAxK1cjRg9V5cUabOXOqRlXupLTIEcW28HoG8IX2MfygTX79mW9Bkyl7Nn2XFnGwuI+c7GU5rZDN1mep/u4ug/H0pidFdnRlcz4iWXPRNs8gJjl8xLrQUZZkna7C2Mmb5HaZmX2nRM4++YuN7Oj4/ygZV5fOE772fNR9YlIbqpWdOto6tD9jYYKS0ajvJSXTdf//4R9n+9jsP/57VkhnjFZlT00lo/ppTap5Sq01pf0aILSqndwG6A0tKZt7L6ivrKpNs+9PiH2LrbWPnvUM0hnt7z9KT7/rn+89HHNVtruFB/Ydzrk5E2e/Nvpu9RWualvmBPEB3WWNOtl9bT/SHjjs+QJr2qFGypt+qiNeNicu9r7KP5tWae3vM0ne92ju5zdN9xtvzhTckK8YpNW3MfU0dvJJ6kx/ABie4KXmDcgsjxBtpVWuuq3NwF6LIyh5Zim71Ub5eXiEda5i0+iXq7o+DSO04jz53kbFM/OscG6wqTEdq0bBk2SreWcv2D12Nz2/j2Ld+m891O3LlubvytGwAYGgwRC49fAC1VTTdyrwYS/2d6gbcAlFLe+Ah+L5BYhrIMmL5rwgzNZGQNsHX31tFR/HR2H7ryEfBSa7O3GNrlJVoBSsu8xWW03j62JBOLcfJ777H/qVOs7RrmY3+RpOCmYbKbWLZ1GUWbiih9sJRje4/hsDrYdP8mSu8rYeWaXCyFmfiP9ODamp/scGdkupp7DVCmlNoJoLXeH3/9YPx5PRjTJQHfBBdcF7Wl2GZvsbTLA2mZt5joqCbQOcHI/b0LHH7LaF+3ctf6ZIQ2I0qp0TtVh84McePHb+T6nddTeEchjnwneelGqhw63Z/MMK/IdLNlfPGyyn6t9Z4xr28d87hGa12rtV5yV/6WYpu9xd4ub7L3IC3zkivQFUBHNVavFYvzYkFg4MfHaWgZwGwxsemTW5IY4fSs6UZy763vRWlFekU6ntXGWu+uAgtaa9qahoiGo8kMc8akzd4UlmKbvYMHD6Z0u7xEWUda5i0ug2cGCXQEcK90k1acZrzoD/LmX71E07kB1n2gnC2fnVn5NFnC/eHR0pIj30He7XmjUzbNRS6e+PSPqX/ibVbctILM1Qt7x6q02RPjzKTNnrTLE7PV9mwbgc4A+Xfl4yo1FgPT59r42q0/oLdlhI8/83FWf3B1kqOc2kjLCO0H2zG7zCy7dxlm55hZPVqz//3f4+jzTWz7dBUf/L/3Lmhs0mZPXGKmbfakXZ6YjVg4RqA7AGpMvV1rmg+cordlBHe+i/J7Uv/GPGexk9xbcil6f9GliR1AKTZ8wJjK3fhiI7FwLAkRXpnUWNxBzIuZjsKlXZ6YjUBnAGJgz7ZjTsxhb+1j+NwA7mw7mz+1GZMl9ceRSik8qzyTbl9VmonFZqbnbC8db3VQeHNqTutMSP1PXAiR0gId8Vky+WOuYzxzknW9Zv7XN+7h9j+9I0mRzS1rRR7Ly4yL/8eeOJbkaKYnyV0IMSuBrsuSezAMx/tAg+m6ZdjctiRGN4fW5LGu1Gim3fhCI7FQapdmJLkLIa6ajmmC3UEAHLnx5P7aWYZ8IfxOBWvykhfcXLOYqajKBQU9TT0MNAwkO6IpSc1dCHHVQr0hdERj8VguXoR8o5VXD7fz2jsd3LMsk5v+1+JZj2U6ruvyeOgz2zHfuIpAWwBSbw20UTJyF0JctdG7UvPio/aeITg/TEvHEAA5FTnJCm1+rMtjVZrCbDYx0jZCNJS6NzRJchdCXLVxyf3FBqKRGG3dIwAsu3FZskKbHxX5WGJRHAMjRPwRhpqGkh3RpCS5CyGuitb60uSuNVzo50LPCNGIJqciB2emc5qjLDI2C3ywmLeeO8wTn3+CM0+fSXZEk5LkLoS4KpHhCFF/FJPNZCy6NeSHTWm05BppZdlNS2zUnrAuD6fbaObRcKCBWCQ1Z81IchdCXJVgZ3yWTJ7DWIOloxuAlvPxksxSTe5eNxW3Gcv+trzdMrqOfaqR5C6EuCqJkow9zw6hCBy5AFrT8q7Rs6fkppJkhjd/3C6W+c3YHBYGOwdpP9Se7IgmJMldCHFVRuvtuQ544yzUdsOrg+yu38NvPP0b5KxbYjNlEixmTCNQusy4oels7dnkxjOJaZO7Ump3/M+jk2x/NLHfXAcnhEhNsVCMkC8ECuw5dni91diwJou0HBdr7l2DybyEx44r0ynPN1a/bK1vJTwUTnJA403XQ7UaSDTiKIs/v9xupVQDRo9VIcQ1INAVAG0sFmbqH4GzQ6CA21N/9cc5sTaXlcXGImPtx9sZaRlJckDjTXeHaln8Tw1G8p5oTdhdWus5650qhEh9o+vJ5DngxQbQwHIX+//nc0YDlUerySjNSG6Q82lDIXnZTqrvW4frljWMtI6QUZFa73e6Nns1Y9rnVQITddqoVEpVK6Vk3VghrhGJmTL2HBsc6gAgWlXIif86wXv/+d7SWSxsMm47KtfB9rIM0gvSCXQE0LGFa3w0EzMqiimlKoEDEzXA1lo/Fh+5Z09UtonX6+uUUnVdXV2zj1gIkVQ6pi+O3PsHwBcGu4l2h4NoMEr22mycWUvs5qWJlGdgDUWwxiLo8MUbulLFTK94VGutH7v8RaXUTqXUzvjTHiYo28RH/1Va66rc3NxZhCqESAWhvvhiYW4LlrZecJhgYxbNdReAJTwF8nI3lBJZ5eDQj+p4/tHnU67uPqPZMonEnhiZK6USre0bgUS9vZyJyzZCiCXk4hRIO6RH4L4c+Mh6Wl5rAZbwzUuXW5OH+cZsGt9ooeN4B62vtSY7okvMZLbMo0qpBqVU35hNBwHiZZoH46P3honKNkKIpWU0uTujEI1ChhuyPddeclcKlZvJykqjO1Pz681E/JEkB3XRlLNl4rX0zAle3zrmcc3l24UQS9dovf1sB2TEYHUOg22D9J/vx+axkbv+Giq/ejysLPJwBGNKpL/Nj6d88j6sC0madQghZiwyHCE6HMVkUVhfaAOrgts2YxqMcOdf3EkkEFnaNy9dLiudlco3XQT3AAAgAElEQVSYGdRxooPh88OS3IUQi8/oejKRIAqgLB2cdlxOO3cskUbYV8RmIeO6HLwZDnz9AVpebSH/znxjIbUku4Z+xQohZmu03t4e7x96W2kSo0kR1+VTVuQGoO2dNkK9oSQHZJDkLoSYsdHk3jcMbgtsXkY0FOWVv32F8y+fT3J0SbJtOevKM9l483LyVucx0poaUyIluQshZiQaiBLqC4HW2If8cH0umE2ce+kctQ/X8tRnn0p2iMnhsbPq5kLef2cZeWvy8Lf6kx0RIMldCDFDIy0joME5MIwppuHOVTS/2sy+nfsAWP3B1UmOMIk25uEcGAZt3L0bCyW/O5MkdyHEjAyfN5pBp0X8UJLGmSOd/Hv1vxPwBVj3wDru/pu7kxxhEt1QwogrxrmXT3K+7jz+C8kfvUtyF0JMK9buwx+/vd61xcrRXBc/vO+HRPwRtvzWFnbu3YnFfg1PvstLpyXXzq++9RbHnz9OsDeY7IgkuQshphAMw3feJPD4u2itsDliBFaU8OTv1xILx7jxD27kw9/6MCaLpJLl96wCBd1nuhluH052ODLPXQgxiVOd8N3D0BdmeGUBAK41WbjLsnjgPx6g871Obvvj21JiTncqcJblUbAinfamAVpfb6HkA8ldQE1+3QohxusZgq/VQV8Y7bEwUmSsQpK23GgtV3F/Bbf/ye2S2MdypbEyz5jvfu7188Siyb2oKsldCDHewdMQ0VDoIPg/biYagZ7mHs7UniE8knr9QlPFuruNm7qaDzUbPWaTSJK7EOJSsRjUdxqP717JSKeRzE/UnmD/Q/s59M1DSQwutS17aCNp6XaGe4ZpeaUlqbFIchdCXOpUJwxEwGmC7csZbh4m5A9x7vVzoGD9zvXJjjBlqQ2FrNqQT35FPsH25N6pKhdUhRCX8cOHciAtg7A/RtgXpvVIK9FglNLbSkkvTk92gKnLbKL6vjV0FRWSlpHcsfO0yV0ptTv+sFxr/cgE23cCPqByolZ8QohFJBKBrl5wmWH7SkaajNFn8+FmADY8tCGZ0S0KdpeR1EODyW3cMZNOTLXxhhxllzfAjjfOTjT18CWeCyEWqcYOiMbA6wGn3SjJDIdormtGmZSUZGbAWuBAR2NcON1Dw3MNSYtjuu8NZUAioTcyvgH2Qxij9sT2aoQQi9f3jsGzPWBxEw1GCXQEaH67mVg4xoo7V+DOdyc7wpSn3reCzpMt/Pwvf87zf/h80uKYrs3e2BZ6lcDey3bxAr1jnmfPUVxCiIV2oh16QmBTsCrv4kJh+U4KthSw/kEZtc9ImpPS63KwOqx0vtdJX2MfmWXjupXOuxlV/OPllgNX0wBbKbVbKVWnlKrr6uq64gCFEAvkl03G3xuywG5lpNmot2/6xCb2vL2Hrb+9dYofFqOcdtLcULy5GIDjPz6elDBmejm3epKLpT4gK/7YC/RcvoPWukZrXaW1rsrNvYYa5wqxmPhDcKzPeHxnGTqqR5tOpJWkAaBMcjfqjCiF7cQApVXGDU0pm9yVUrsTiT1xQVUp5Y1v3svFOnwZUDsfQQoh5tlLDRDWkGuH1Xn42/3oiObc2+fob+lPdnSLjtWhKNpUhNlqpuW1FgZaBxY8hpnMlnlUKdWglOobs+kgQKJME9/PdzVlGyFECnijzfj7hkIABhsG8Q/4eelfXuLrm75OoD+QxOAWH2uuHavNTNGmIgBO/NeJBY9huguqtcC4KwFa661jHtdcvl0IsYj0DEJfCCwKbl9FeCjM8NlhztedR8c0q96/CkeGI9lRLipqWTq290KUbi2l53wPscjCLyImd6gKca3z+eC+HLC4wW2n/81u0NByxFgbRW5cugqlmdjeOs+KG1ZQ9QdVeCu80//MHJO1ZYS4RsQiMfqa+i57MQYdPWBScF0J0UCUwdODjPSN0PZOG2abmbX3r01OwIvZMi/WQBCTxUS0JzldmSS5C3GN+NX//hX/XPbP1H9rzKWxUxdgOARpDkh3MXByAB3RnD9yHjSs+oCUZK6KxYxNGcsPhDr9+Pv8NNY2LmgIktyFuEa8/a23AfjpZ3+KvzfewPknp+CpLhixEYtq+k/0M9I3wuEnDgOw7fe2JSvcRc+2xSjFDPUG+bvCv+M/7v0PIsGFW29GkrsQ14gvnPsC3pVGwnnhz16ANh80G3ehsnkZQw1DxAIxHLkONn5sIxW/XkH5jvLkBr2IWdZnopTGbLGSXpxONBSl90zv9D84RyS5C3GNUErxsSc/hjIr6r5eR8d34uWZVenodCe+o8YyUQW3FPDhf/swu/btSmK0i59ypWG1RgHIXGlMOuw5Oe4+z3kjyV2Ia8Bw5zAA+Zvy2fa729AxzbNfP4zWGm5bzvD5YcL9YUwOE65So0+qySzpYVYsVmxDxv0B3mXGN6buk90Ldnr5ryfEEhccDPIPJf/A1zd9nUgwwp1fuRNnhp229mF6whH05mL63+vnzEtneOqPn+Lcr84lO+SlwePE1mH8UvXkGqtp9pxYuJG7zHMXYolrOthENBTF5rZhsVuw2C3sfLCCnIAmfcdy/N0hBs8PcvhHhwkMBBi8MJjskJcGixmbySjLuD1OQEbuQog5dOqZUwCsvne18YI/SFmxi3SPDe5eje89H+88+Q6BgQClt5ay8WMbkxjt0mKLd2VyZcZH7id7jFLYApCRuxBLmNaaMz87A4xJ7l29cGcmON0MBxS/euxXnDhwAmVSfOBfPoBSsvrjXDHnOlCBKDaPk08d/BS5mxZuZVwZuQuxhLUfbmewbRBPkYeCLQWgNVwwSgOxFfk8//vPc+KAsahV5e5KYx8xZ1RxOjZ/CKUU+evzceW6FuyXpyR3IZaw08+cBmDVB1cZSeVUO7QOgc1K3/kYq29bjTXNSlpOGu/7y/clOdolaHkmthFj+YGQL7Sgp5ayjBBLWOMB45b3NfeuMV742Rk4PUDwThf9gX7SMtP47CufxZnnJC0nLYmRLlHLvFiVURZrOtDIyS+douTWEm7+4s3zfuorabM32bZH43/vnqughBBz4xPPfoLfePo3KLtrBfzyDDQMoBV0WTJAQ/q6dPK25OEp8iQ50iXKYsZWlQ7AcNsQJ/7rBOdeXJippjPpxFQNfHOKXXYrpRqAhV0VRwgxLWssxppQANv/fhH2noQY9G8oIjQYxeKykHV91rTHELNj89oASMswvhkt1HTIacsyWutapdRUCyLsijf1EEKkilAYfbYNVXMcRoy51rgthG8oos/vgijk3JSDySqX3eabOcOO2eTHnZ0OCvoa+4iGopht5nk971z8l61USlUrpR6eg2MJIWZLa2Jvn+Sfbt/LEwcaCGdb4TfWov+6mi5XNjoK7nI3acVSY18I6nwAR9cwZpuZ9OJ0dFTT2zD/C4jNOrlrrR+Lj9yzEw20hRBJ5Buk+c02+jv8dI5Esf7lPXDbKvpPDhLoCGBymMiuyk52lNeO5V4cQyMAZBRnAAuzgNiskrtSaqdSamf8aQ9QNsE+u5VSdUqpuq6urtmcTggxE//5LqefNlrkrb7P6KLke89Hb50xWsy5IQezY35LAmKMZZnYh43189NzjAvXC1F3v6rkrpRKNARsBBL19nKg7vJ9tdY1WusqrXVVbu7C3Z0lxDWpzQfv+ThdZySPVR9cRe+hXnoPGYk9+4Zs3CvcyYzw2mMxY7dEUdEYOStzWb9rPTkVOfN/2ul2iI/Mq5RSO7XW++MvHwS2aq3r4yPzXqBBa10/+ZGEEPPu56fwDQTp7PVj89hw2Vz43vOBgtxbc/GUyZTHZFA5DuzDfkqrStl217bRZZXn00xmy+wH9l/22tYxj2vmIS4hxJXyh+BIN6fO9gOw7PpljDSNoMyKvDvycJXMf0IRkyhw42jyE0h3EegKLEhyl3lQQiwVvzgNIc3JtgEACtcWoqyKguoCSezJtjILx6BxUbXnWA8NBxoIDc3vcgSS3IVYCmIxeLUVgJt//xau33U9y7Yto+jXinAWOJMcnGB9PvatdgCe//Pn+f4936f9nfZ5PaUkdyGWgndaoS9MKMOBysxi470bWf6h5diz7cmOTACkOzEvc2G1RkgvMJYj6D4xvzNmZOEwIZYCSwB9SwZd5EMEPKs9OAtlxJ5SPC4c9uBocp/vue4ychdisQsEobefPlc6P/3Lg7z79Lt4N3un/zmxsPqiOM4OkFG4MDcyychdiMXufAeRiIkTrw/ScbKDSCyC1WVNdlTicnY7jpYB0guNu4Pn+0YmGbkLsZj5w+hvHKX7jI3zh5oBWLdzXZKDEhNak4clGMab5TQWEGvoIxqOztvpJLkLsZjVnmLY5WbY7qTlsLHkwNoPr01yUGJCGU6Ux4IrGMKV5SIWieFr8s3b6aQsI8RiFY4QfbWV7vIV9DX3Mdw9jCvfRfH24mRHJiZTkIZj0M/dX7ybnOtzyF4zfwu4ychdiMXq4Gl6s3KIWS20nzbmTK+5bw3KtDANmMVVKE3HMTRCRlEGBOb3VJLchViMIlHCL7cxmJsBaFrfNW5gqri/IrlxiamVZWEfDqBiMcL9YaJBqbkLIcZ64Qz97gxQCvcKF7f/6e1s+a0trLx7ZbIjE1NZnYcqdRDs6uOFf3yBH33sR/N2Kqm5C7HYaE20oYvBvAIAMjZlkpdVwLoHZJZMynPb4X35OA/7aTncguOsY95OJSN3IRab7j4GCr1oswlngQN7liwxsKh4XGQXW7HYLQR8AUZ6RublNJLchVhMtCbWdIGBAWPE51yZxk8++ROO//h4kgMTM2a14ewbvrjGzLH5uZlpRsldKVU5xbad0iBbiAVS38zQ6SDRmAlblo3Wd1o58r0jvPb3ryU7MjFTw2B+xYc3z+iI1f72/KwOOW1yjze9/uYk2yoB4g2yfVP9EhBCzFIshn7yJP2DxoJg3o1e3v3Bu4DcuLSorM4FBdle49tX5zud83KaaZN7PHH3TrL5ISBxi1UjUD1HcQlxzRrqGJp4w5vnGYnaCTvtWFxmGl9u5OSTJ7GmWdn4sY0LG6S4ek4bZFrJ9xrXSjqPJim5T8PLpYl//m63EuIaEPAF+LvCv+Nf1vwLsWjs4oZoDP3zM/iK4v+LZSie+b1nAHj/P72fjNKMJEQrrlqhi5JMOytuWEHJ9SXzcgq5oCpECml+tRk0uHJdmMwmzv7yLJFgBH52jIDfRNDtBLPmwJ8dIDQYYt0D67j+M9cnO2xxpUozyLEobvudWym/qZxYJDb9z1yh2SZ3H5AVf+wFxi1QrJTarZSqU0rVdXV1zfJ0Qixt5146B0DJrSW89a9v8d27vsuzn3kSDpynP75UrPKaGGgdwFPs4b5v3odSstzAorMqB5PWWEMh0BDqm/t+qld1E5NSyqu19gF7gar4y2VA7eX7aq1rgBqAqqoqfZVxCnFNOP/SeQCW37Ycd6Ebi91C/Q/eI/fuMvK2VqDMitLqUn7nnd+h/3w/zizptrQolWWDGegdpLWrm4A1wPqPr5/TU8xktsxOoCr+d8JBAK11fXyfasCXeC6EuHKRQIS2t9pAQcktJRRtLeK+x+4A4MCLTXSc7MBd7sbsMOPMdFKwuSDJEYurZrfCby6nrbuHX/z9L6j7Rt2cn2Ims2X2a60ztdb7x7y2dczjGq11bXyELoS4Sq1vthINRcnbmIcz0wmBINddn8YNO8uIRTXP/83zvPC3Lxg1eLH4eT0UVxhz3TtPzP2MGbmgKkSKSNTbS28rhVgM9h2GQITtv30j+evyATj+k+MMNA8kM0wxVzxpFKxwYnFYGO4annwK7FWShcOESBE3fuFGSm4qIS03DZ45Bq91o7OsDG3J547fu4PTdafZ+ImNZK3Kmv5gIvVFzFie7SJ7mZeOM920vNpCxa/P3ZLNMnIXIkXYXDZWvm8l+dl2OGBcWB25aSWR4SiuQhf3ffs+yqrLkhylmDOFGRCKkVtorDHT+lrrnB5ekrsQqeaHRyCiodxDv8UFQEZFhkx5XGosZsi2U5Br/Dee6zVmpCwjRAqo/1Y9J588SdW95axuGAQzhO7fSOAVH8qi8KzyJDtEMR8KXRS3BgEY7hqe00NLchciBZz52RlO/fQUay0aCjLg+hz6u4wWbJ5yDyabfMlekpZ7KTw6wINfexBnjhOt9Zx9Q5N/MUIkmdZ6dKbMcocdrIrohzYw1GDMnkhfl57M8MR8Ks/GFongdFqIBWJE/XPXU1WSuxBJ1nOqh5GuEVxZdrI+nA/3lDDYGUFHNc4iJ7YMW7JDFPNlZTbKDLbhAACBzsCcHVqSuxBJllhyoHRjJqrUjd6xjoETxlz2jHWy2uOSZjHDrbl0tHTw4z/8MU//3tNzdmhJ7kIk2flfxW9eui4LSgsZaQ8SGY5g8VhwFsvaMUteZT7uQivD3cNzura7JHchkuzcgQYAilwefL1Wet4yFleV6Y/XCLeL4tUulFnRd76P0PDcrBApyV2IJPK3DLFxeykrt5YQWruK3rd9RIaMUbtMf7xG2O04zw3hLfKChgt1F+bksDIVUogk8b3no/dQLysfqGIlYLKZSCtJw1XiwlnkxGSVsdc1weNEHR8mpziDvuY+Wl5pYfkdy2d9WEnuQiy0QIjAS+fpbVWgFOntvbi2eHHsWIkySRnmmmO1QJadgnw3p4G2urY5OawkdyEWQjAEF7qhb4BY9yCdjR5w2Di7/xDLc01kfmGzJPZrWZGLwhaj1t7xbsecHFK+9wkx31p88LVXoKEVBoboHnATcdjQw35eeuYYP/zBcbSWxH5NK82g2GNly84tbPvktjk55Iw6MSmlqpVSD0+y/dH437vnJCIhlpI2H/zT69AwAieDDGWWMDRkJxwMc/q40Qy7eHsxFod8ib6mlefgjkTYdO9GclfkoqOz70g65b8opVQlgNa6VilVppSqnKCV3u54C749s45GiKWkzQf/+DoMRyHPTvij19P8o/McfeYop391mtCQ8TV848c3JjlQkXQrszARwxoIEXbaCfWHsGfZZ3XI6YYLDwEH4o8bgWrg8uS+S2s9rjG2ENe0C/1GYh+KQq4d/Qc30/zzdn70v35ENGSsH7LizhXc8sgtlP9aeZKDFUlntcDyNAI9Po6/00V7azs3//HNszrkdMndC/SOeZ49wT6V8RstKrXWj80qGiGWggsD8A+vwVCUjliEnN+/E99pP/ihZGsJ9lw7t/7xrSy7YVmyIxWp5P4yAk808va+t8k7mjfvyX1aiYSulNqhlKqWUby4pg0Mo/fVc+ZUPy8f7eT8mV6qM3IoXF8IwEf3fhR3iTvJQYqU5EmjeK3xb6PndA/RcBSz1XzVh5suufuARMNGL9AzdmO81o7Wen9827geYPELrbsBSktLrzpQIVJaOALn2rjw8jl+/I9H6G7qA8DisDDUNYQ9x076unRJ7GJybhfpbth430Y8+R5ikdi8Jve9QFX8cRlQC6CU8mqtfRh1+Mb49nLg8csPoLWuAWoAqqqqRi8Bz/a3khAp4+VG+PkZ9K1env3nE3Q39eFId7Dpo5uo+lwVWRuysKTJbBgxDYcNyzOdVN23iajNApHZHW7Kf3Fa63qlVJVSqhrwjZkpcxDYGt++WynVCzRMMJNmnOBgkH0799H5XidfOP8FTGaZai8WqRYf7D0CDYPG03ejtBy+gMli4nNHP0f6MmmyIa6A1QJZNrLPtWO+pxSzc3aD32mHE/GR9+WvbZ1q+1Rsbht9jX0Mtg3S/Gozy2+b/RoKQiwIreF0J7zZDCf6oDe+ep9FEbm9hPq9jWitWfvBtZLYxdUpdOF+tw86+8Eyu4Hvgn9XVEqx5sNreP3vX+fkUycluYvUF6+n090Hr/RAg9943aKgzAMPXUdvY5D19zjIWp1F+UdlaqO4SqUZ8G4ftAzM+lBJqYlU3F8BwMknT6L17O/EEmLe9AzBK0ehtROCYSh3w6ZM+M318Lc74Au3EbDYGTozhNlh5sY/upGirUXJjlosVuXx2ebtI7M+1MJf5RkcpsQxiDPDRu/pXnpO9pBTkbPgYQgxrc5BY756JAb3FkDlKvC4YEwDDa01PW/2EA1FyarMwppuTWLAYtEryzGG3AMRGAyC5+rvUl3wkXugP0pHPZSW5wJw4skTCx2CENPrGIC/fxX6w2AzwaZVkO6+JLEDDDUM0XO8h32/v483vv2GfBMVs2MzLqoC0Ng1q0MteHJXTjt+ZxqF21cCRmlGiJTS5oO/e9UYPWXZ4A9vgezx89NjoRi9h3o5/avThP1hAv0BaYsnZu+DpfCRXMiaXWFlwZO7LcuG1RyjYMsydjywjl37di10CEJMrrkX/iGxJkw8sWe6Jty170gf4aEwDS8bPVC37t464X5CXJHSLLCbYGh2dfekzJZxr0knfHyIVTevRkqUIum0hoFhaOuEmpMQjEG+Hf7gFvA4x+0e7A3ie9fH8LlhWg634O/zk7Muh9Lb5A5sMQcy3FCUC5mzm06blNvm3Osy6Ts+xHCmh9hLTZg+ujkZYYhrXd8wvNgABUAoRDgQ5URnP8tKvGR+8TZwX7yYpbUm0B7A954Pf1t8KqSCpkNNgDFql5KMmBMuJ6xepD1UrR4rdrsm4Ff87J/epvnLr/LZNz6LNU2G8WKexWLwThv8sgnODEAMRjY4ebO+kzd/dBZ/fxBnppMHtq7CW+od/bFgd5BgdxAAZVF4VnvQTs35185jtpvZ/EkZoIjUkrQFL9wbMwke8nH+3ABd5/torG1k7YfXJiscsdQNBuEXp+DNC9AXBqDfH+ZXDX0c+XYrkaCxxrrNZcPf5+elx17ijs/fcckhTHYTGesySK9Ix2w38+b//yYAGx7cgDNrfPlGiGRKXnJflUHPoT6KqkrpOt/HyadOSnIXs3O2G15vhmAEwjHjZqMMK0SjsLcRuo2krh0mejeXcq41QP133gGgaFMRm3dtpuSOEuq+XceNn78Rm8s2emiT3YSr1IVpzC3h239vOyvuWIHZJgvgidSTtORudphJy7dRcn0J7/z4HU799BSxaEwWEhNXLhqDJ9+FX7RAbMzr7ggUxuvmyx1gNROqLGQwJ5f+E4N4i51s/63trPrAKpbfsxxbhpHM77v9vtFD6JgmEoxgdRolw9BwiGP7jrHl01sAyNuYtyBvUYgrldR1SN1rvHjbQ7hzXQx1DtP6ZislN5UkMySx2HQMwL/VQWv8IufqdChwgdUMFZmQkwYmE1Q5aHqjg/0P7uemT99E0XVFFLyvgLJPjWtBMCoaivJfn/ovAr4AH3vyY5x57gzPfv5Z+s/348x2svY++aYpUldSk3taqQuTCZZtKeHEgROcfPKkJHdxUTRmLKs7EoQ8D2TGE3VCZy985zC0+tEOE4H3r0FtKcaea79k5oqOaV557BV+8Se/QMc0DS83sPl3N5O2LG3K0w+2DdJ4sJGRrhG+VvE1fE0+AAquL8BT5JmXtyzEXElqcjdZTLiyLSy7fpmR3J86SfVXq5MZkkgWfxgGhiAYgGE/vNkBdb0QHbOPCXBZjDr6B4uI9Q0zsjaL4UwLIy4X+oKGC23Ysm14N3pxlbrob+7n57//89E7oTfdt4m7/vouPGXTJ2fvCi+fePYTfPeu7+Jr8mFz27jrL+9i++e3X1J7FyIVJb09jHtzDvntYTbcvYYt95WitZb5wteKUATqzsNbrUbDiyoPsWI7vnY/3Yd76T7US89wiDS3lRuvL8DsdBK22wlb7QRPKvwBL6DADkQ0Vq+VaCBKqCdE88+aObT3EI2vNKKjGluajVt238LGT24kc2PmjEMs2lrEJw9+khM/OcG2390m67SLRWPa5B7vk+oDKhPNsK9k+3ScRWlYLVD5mzdQNNiJUooj3z/C4e8cpuIjFay9fy0ZJRlXeliRBCM9I3Sf6GawbZANuzYYZZWeIfq7h0kvcqO0hqY+6BqB071wph9CxkJbh09089r+Y/R0+4mGY5cc1+q0Uvrf78BsMWal9JztwTtowmxTOPIcpJWk4Sp1YfVYiUViDJ0ZovdILx3HO0DDyptWsvmBzRTfWkzmlpkn9oTibcUUbyue/QckxAKaMrkrpSoBtNa1SqkypVTl2FZ6022fCWVSuEuc9DcHGfJbcAwGOf6j4zQdbKLpYBPP/o9nKawsZO1H1lJxfwV5m/JSemSvtSYSuDi74mrEojF0VCd9il0sEru0/BCLGfPFfX562gY5+eI5uk/10nOqh+6TPYz0GBc1TSZFxXttmHxhIhH49/86isli4qaHytnocWPuDGOKxkBrVJYNNuXiqMyj87d/BoC70E16fjqebA/pBelYHVYsdouxnK4dnv+d59ExjdV16WesTIrffe93Sa9Ix7PGw736XvSgxm6141rhInt7dkr/2xFiLk03cn8IOBB/3AhUA/VXsH1G3Jtz6G9uZSgzHdu/1nPrzgoKSjNpfK2F1nfauFB/gQv1F3jxz15k9Y0l3Pc/tmPVUQJZNvoHQ6AAXwj6Q0Zd1mICi4m8ihxMdivYzfQMhgiPxNui9QVgzMqsDo8db/zrdsQC3a1GT0xCURgKXxJrZmkG9vj854FQmPZj3fQ29NFzrIveJh895/oJDAQpXJ/Dp/7tPohqsJloOtaFw+swRq89AWPpWLMiGoWc8kzsbuOYL9TUUffvR4iGomQUe8gu9ZK9IoOs5V4K1uZQuMFYKlkrTUf70MXALntP6YVu0lxWCEYZDocZHAhBLAoDIbhw6YJEBSu9RFCEtZmO4RCBwSiRgCYSjDHU0c9gSx+Drf2sWZvLxlVZWMIRmtv7OPD9o5ccx2ozk5njIqMgnbOeXEwr3Ax0DxMIHGWkd4if/u07HMxKY+3da+lv8WFxWnjfn92NLcNGscfCzn9Pw2l2QvwjT9w05C5zY3FbUErRc8pY/7/9cDvRUJTLvfWvb3HXX9yFMikqHqowftkORUZ/XohrxXTJ3Y5bvJ8AAAh2SURBVAv0jnmefYXbZ8SWZcNqgzAWugvyIQIllR5KKlcRCYZpP95Bc30zLYdbSF+RR1fYmOXQ9GQTLz/+8qTH/dg3PobVoYAIz/3Nc3Se7JxwvxU3ruC237kNgP4L/Tz1pacmPeY9f3QP+RX5ANT9sI7jzx0ft48yKZTFRuspo315yO9n7+d+Oukx7/7i3RRtMrr3BLpjRINRlFL0twzS3zJI46vNAOSU5fCBP/sAYIyqf/DZ/5z0mDd95iZW3bYKgJO1Dbz5/Tcn3E+ZFf/tW/9t9PnP/6oWX4tvwn0tOR5y7zVmM6m8HNbeHSGjMIP0onTSC9JJy0y7dJYKkF6czkf/8aM0vdrEe0+/h6/Fx9v73gbAbDWz5ej12F3GXHQnToiBxW0hY30GntWecRcus9dks+ftPQQHgsQil5ZvAOzplzY3UEph9ciyFuLao6ZqLqCUehx4XGtdr5SqBnZorR+Z6fb4PruB3fGnG4H35vpNLFI5QHeyg0gR8llcJJ/FRfJZXLRWa31F82+nG7n7gP/X3tkeN27EYPhFBzylgjAdOFYHcgd2rgO5A2lcwY2uA9kV+KMDKxXEdgdSKjhFHSA/Fntc80guKVGytXqfGc5ZXH6AeyQIYgHswP7OAPzo2A5VvQVwCwAi8qKq510ETBX2RQH7ooB9UcC+KBCRl677xIJ17wH4FL4cwMJOlDW1E0II+VgalbuPfDGXyyaIhPk70k4IIeQDica5m1ulvO7PpvYGumybOuyLAvZFAfuigH1R0LkvGgdUCemTtglvIjLZJiGOkBRoyhfqkjS6twIZInIpIiMRmWzTnhIt+mJsy+zQsh2KMOENwMb/rthuBGB4SNk+ghb3xJltc3lo2Q5NB10xrmpPCbv/72raWj1Dnr0o95gQXYU8Zlr0xQjAwtxbuf1Oka9wFgdQJLydJC3v/2tVfYK7J075+TgDsLL2Vcp9Afzsh3VNc6dnaF+We0yIU3rQY9eaB+tWKKKPUiOa8Gafo6cQcdV4T5i1vgQAVf2eeKBCG13gv2jzxPsiRqek0X0p94Nkth4JjdeqqrfBoPQZgM7xrAkxiG+SBLH7fwjgN3PNpO62jD0fb3AW+xL1Fi2pgEWpPwn2ufmcsGXSmPB2QlZ7W34EocbJ+93rsJyaDYA5gDsRSfXLtg3RpNGQfSn3nTNbE6LttY4SjxCJJcTlwQBi0n5mxO+JJZyLAvZvygPMsb4YA/hmz8YVgJN70W2bNLov5c7M1oJYX0BExl6xpzqg2iIh7skGEAdwD3nKxO6JRan9n4NKd1iiz4fHD7oeTrTDY8bNeelrbauk0b3FuVvY0gpuEMTXlnn1CVBV7anS1Bf2H/UI508cALiieyJ9Wj4fa2tP+YuuTV9MrH2Quq7oEyYxEUJIgnBAlRBCEoTKnRBCEoTKnRBCEoTKnRBCEoTKnRBCEoTKnRBCEoTKnewFEZn0lWVqmavLHo4zE5GliKiIzO13uOwleaov+QnpQnQmJkK2ZAjgDwDXPRxrBeBp14Oo6tSU7ExV38llNUteReRq2/o+DZMs9CI/IV1gEhPpnaC401JV5UOFKWFp3Xeq+qWibQLgpqqt5bE5gxT5NNAtQ/ZBpqorAG9HVtFwBSDbofLg1z6FIWQXqNzJPrlHDwrP6pofoqDaEADsxdQaEclsisS6qQMPJT8hP6HPnfRKye98i2IWnfJ2M7jyrTlcsbQnWz+HK/O6gPPXrwHc2LYS7O8nCgZcFckLAFNV3apqoCnfMVxZ2ar28AtkCFeG1p/rr9J1Ac4ldWuDtL/IH5wzR1E0bu37oaW8F7AZmwA8wLmUpm32JyeAqnLh0tsCNyt7+PsVwLhm2wxOOY2CdePwd7Beg79H5W3gJnPIWsh3CeA/fww736vtnzfskwe//cQqtTLG2uyYs9K6SV1fVez7WpJnCWDy0f//XD7PQrcM2Tdz1FjD6izfKwCP5trI4azXWMnjHL+6QJ67CKWqC1tu1ZWW3aC+jvwFgi8QdV8mu7pZ7gB8K8n0HUBjSKb10SOCPjV5Up8XgXSEbhnSG+a6GIpI6GfPAIxEJNMKl4mqvonINziF9ajt6nU/APhXRC5sv4W2dGc0MIez4KsiZaYABha3fw7nRtnUXVMMc6msa/b1k0TXXc8M7np/jgt4f76mO0Uj2QJa7qRPNqo6LS3XAN4Q+KXLmMWao+UMTKYUf4ez1q8BLEXkcRfBTVlmNdE9A7iXSG6W/lOwfhty1M8otEYxM1EVl/j1K+UCtNpJCSp30gvmSqibnf4eDclMZnleA7hpk9Vqg7YbVf1uLpUvcIp5vIXoZaoU6zOAedXXQZ0LxSJk6l5WK9S/yAYo5k8tH9PLVrbQRxXryIlD5U76YtTgFngCcFYVP27rMvOzX8FZyNFzhccyS34KlxG7C5vyMUxB53CuoBCvnM9rlHje4LJ5gXPzVO13hrgVHrpkMtun05gDSR8qd9IXw7oGc3msULLeTTFNvUVsCn5h4ZAxyiF/A7SbSLrJlfIA51P38l0GCnoQrPeWcgb3YvLbrIKXTu15gpfRuzBRy5CtDecM+jF8Sd5ZG90y5B0cUCU7YYpuBmeZL6sGRC32OwcwERHADV5O4fzwZVfOAMClKck5nBKd2XEebb8NgHkQ654BQGxQNYitz+xY81Apquq1FRTz7h1vrV/ARbHcwynXtclxA+dy8lwBmIrIs23nv0zeya+qK3Ux8CNT6P4aVi0Ghi/sHF7Br0GXDKmAtWUIOWJE5BUueobJS+QddMsQctzQ304qoXIn5EgJIotePlQQ8imhcifkCLFBZx9ZdLdDJUuSKPS5E0JIgtByJ4SQBKFyJ4SQBKFyJ4SQBKFyJ4SQBKFyJ4SQBKFyJ4SQBPkf7ckrHPh4ZaoAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# The same as above, but for dark matter\n", "# ellipticity magnitude\n", "\n", "Hc,cbins = np.histogram(np.sqrt(fid['e1_dm'][cmask]**2+fid['e2_dm'][cmask]**2), bins=60, normed=1)\n", "Hc_sym, cbins_sym = np.histogram(np.sqrt(sym['e1_dm'][cmask]**2+sym['e2_dm'][cmask]**2), bins=60, normed=1)\n", "Hs, sbins = np.histogram(np.sqrt(fid['e1_dm'][np.invert(cmask)]**2+fid['e2_dm'][np.invert(cmask)]**2), bins=60, normed=1)\n", "Hs_sym, sbins_sym = np.histogram(np.sqrt(sym['e1_dm'][np.invert(cmask)]**2+sym['e2_dm'][np.invert(cmask)]**2), bins=60, normed=1)\n", "\n", "x = (cbins[:-1]+cbins[1:])/2\n", "#plt.title(\"This shouldn't change under rotation\")\n", "plt.plot((cbins[:-1]+cbins[1:])/2, Hc, color='pink', lw=2, label='Centrals, unsymmetrised')\n", "plt.plot((cbins_sym[:-1]+cbins_sym[1:])/2, Hc_sym, color='hotpink', lw=2, ls='--', label='Centrals, symmetrised')\n", "plt.plot((sbins[:-1]+sbins[1:])/2, Hs, color='plum', lw=2, label='Satellites, unsymmetrised')\n", "plt.plot((sbins_sym[:-1]+sbins_sym[1:])/2, Hs_sym, color='purple', lw=2, ls='--', label='Satellites, symmetrised')\n", "plt.legend(fontsize=12)\n", "plt.xlim(0,0.98)\n", "plt.xlabel('$|e|$', fontsize=20)\n", "plt.show()\n", "\n", "\n", "# e1\n", "Hc,cbins = np.histogram(fid['e1_dm'][cmask], bins=60, normed=1)\n", "Hc_sym, cbins_sym = np.histogram(sym['e1_dm'][cmask], bins=60, normed=1)\n", "Hs, sbins = np.histogram(fid['e1_dm'][np.invert(cmask)], bins=60, normed=1)\n", "Hs_sym, sbins_sym = np.histogram(sym['e1_dm'][np.invert(cmask)], bins=60, normed=1)\n", "\n", "x = (cbins[:-1]+cbins[1:])/2\n", "plt.plot((cbins[:-1]+cbins[1:])/2, Hc, color='pink', lw=2, label='Centrals, unsymmetrised')\n", "plt.plot((cbins_sym[:-1]+cbins_sym[1:])/2, Hc_sym, color='hotpink', lw=2, ls='--', label='Centrals, symmetrised')\n", "plt.plot((sbins[:-1]+sbins[1:])/2, Hs, color='plum', lw=2, label='Satellites, unsymmetrised')\n", "plt.plot((sbins_sym[:-1]+sbins_sym[1:])/2, Hs_sym, color='purple', lw=2, ls='--', label='Satellites, symmetrised')\n", "plt.legend(fontsize=12)\n", "plt.xlim(-1,1.6)\n", "plt.xlabel('$e_1$', fontsize=20)\n", "plt.show()\n", "\n", "# e2\n", "Hc,cbins = np.histogram(fid['e2_dm'][cmask], bins=60, normed=1)\n", "Hc_sym, cbins_sym = np.histogram(sym['e2_dm'][cmask], bins=60, normed=1)\n", "Hs, sbins = np.histogram(fid['e2_dm'][np.invert(cmask)], bins=60, normed=1)\n", "Hs_sym, sbins_sym = np.histogram(sym['e2_dm'][np.invert(cmask)], bins=60, normed=1)\n", "\n", "x = (cbins[:-1]+cbins[1:])/2\n", "plt.plot((cbins[:-1]+cbins[1:])/2, Hc, color='pink', lw=2, label='Centrals, unsymmetrised')\n", "plt.plot((cbins_sym[:-1]+cbins_sym[1:])/2, Hc_sym, color='hotpink', lw=2, ls='--', label='Centrals, symmetrised')\n", "plt.plot((sbins[:-1]+sbins[1:])/2, Hs, color='plum', lw=2, label='Satellites, unsymmetrised')\n", "plt.plot((sbins_sym[:-1]+sbins_sym[1:])/2, Hs_sym, color='purple', lw=2, ls='--', label='Satellites, symmetrised')\n", "plt.legend(fontsize=12)\n", "plt.xlim(-1,2)\n", "plt.xlabel('$e_2$', fontsize=20)\n", "plt.show()\n", "\n", "\n", "e_cfid = np.sqrt(fid['e1_dm'][cmask]**2+fid['e2_dm'][cmask]**2)\n", "e_sfid = np.sqrt(fid['e1_dm'][np.invert(cmask)]**2+fid['e2_dm'][np.invert(cmask)]**2)\n", "e_csym = np.sqrt(sym['e1_dm'][cmask]**2+sym['e2_dm'][cmask]**2)\n", "e_ssym = np.sqrt(sym['e1_dm'][np.invert(cmask)]**2+sym['e2_dm'][np.invert(cmask)]**2)\n", "q_cfid = (1-e_cfid)/(1+e_cfid)\n", "q_sfid = (1-e_sfid)/(1+e_sfid)\n", "q_csym = (1-e_csym)/(1+e_csym)\n", "q_ssym = (1-e_ssym)/(1+e_ssym)\n", "\n", "Hc,cbins = np.histogram(q_cfid, bins=60, normed=1)\n", "Hc_sym, cbins_sym = np.histogram(q_csym, bins=60, normed=1)\n", "Hs, sbins = np.histogram(q_sfid, bins=60, normed=1)\n", "Hs_sym, sbins_sym = np.histogram(q_ssym, bins=60, normed=1)\n", "\n", "x = (cbins[:-1]+cbins[1:])/2\n", "plt.plot((cbins[:-1]+cbins[1:])/2, Hc, color='pink', lw=2, label='Centrals, unsymmetrised')\n", "plt.plot((cbins_sym[:-1]+cbins_sym[1:])/2, Hc_sym, color='hotpink', lw=2, ls='--', label='Centrals, symmetrised')\n", "plt.plot((sbins[:-1]+sbins[1:])/2, Hs, color='plum', lw=2, label='Satellites, unsymmetrised')\n", "plt.plot((sbins_sym[:-1]+sbins_sym[1:])/2, Hs_sym, color='purple', lw=2, ls='--', label='Satellites, symmetrised')\n", "plt.legend(loc='upper left', fontsize=12)\n", "plt.xlim(0,1)\n", "plt.ylim(0,4.5)\n", "plt.xlabel('Axis Ratio $q$', fontsize=20)\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": 55, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[('object_id', '>i8'), ('gas_mass', '>f8'), ('matter_mass', '>f8'), ('stellar_mass', '>f8'), ('npart_dm', '>i8'), ('npart_baryon', '>i8'), ('e1', '>f8'), ('e2', '>f8'), ('a1', '>f8'), ('a2', '>f8'), ('a3', '>f8'), ('b1', '>f8'), ('b2', '>f8'), ('b3', '>f8'), ('c1', '>f8'), ('c2', '>f8'), ('c3', '>f8'), ('lambda_a', '>f8'), ('lambda_b', '>f8'), ('lambda_c', '>f8'), ('lambda_a_proj', '>f8'), ('lambda_b_proj', '>f8'), ('e1_dm', '>f8'), ('e2_dm', '>f8'), ('a1_dm', '>f8'), ('a2_dm', '>f8'), ('a3_dm', '>f8'), ('b1_dm', '>f8'), ('b2_dm', '>f8'), ('b3_dm', '>f8'), ('c1_dm', '>f8'), ('c2_dm', '>f8'), ('c3_dm', '>f8'), ('lambda_a_dm', '>f8'), ('lambda_b_dm', '>f8'), ('lambda_c_dm', '>f8'), ('lambda_a_proj_dm', '>f8'), ('lambda_b_proj_dm', '>f8'), ('x', '>f8'), ('y', '>f8'), ('z', '>f8'), ('vrot', '>f8'), ('sigma', '>f8'), ('central', '>i8'), ('rh', '>f8'), ('most_massive', '>i8'), ('spatial_central', '>f8'), ('halo_id', '>i8'), ('nocc', '>i8'), ('x0', '>f8'), ('y0', '>f8'), ('z0', '>f8')]\n" ] } ], "source": [ "dx = sym['x']-fid['x']\n", "dy = sym['y']-fid['y']\n", "dz = sym['z']-fid['z']\n", "\n", "colors=['purple', 'plum', 'red', 'steelblue', 'orange', 'forestgreen', 'pink', 'hotpink', 'k', 'royalblue', 'midnightblue']\n", "for i,c in enumerate(colors):\n", " plt.plot(sym['x'][i], sym['y'][i], '.', color=c)\n", " plt.plot(fid['x'][i], fid['y'][i], 'x', color=c)\n", " plt.plot([fid['x'][i],sym['x'][i]] , [fid['y'][i],sym['y'][i]], '-', color=c)\n", " \n", "plt.show()\n", "\n", "for i,c in enumerate(colors):\n", " plt.plot(sym['z'][i], sym['y'][i], '.', color=c)\n", " plt.plot(fid['z'][i], fid['y'][i], 'x', color=c)\n", " plt.plot([fid['z'][i],sym['z'][i]] , [fid['y'][i],sym['y'][i]], '-', color=c)\n", " \n", "plt.show()\n", "\n", "for i,c in enumerate(colors):\n", " plt.plot(sym['z'][i], sym['x'][i], '.', color=c)\n", " plt.plot(fid['z'][i], fid['x'][i], 'x', color=c)\n", " plt.plot([fid['z'][i],sym['z'][i]] , [fid['x'][i],sym['x'][i]], '-', color=c)\n", "plt.show()\n", "\n", "print sym.dtype" ] }, { "cell_type": "code", "execution_count": 56, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "-0.9997922662337402\n" ] }, { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Now plot out some histograms of subhalo positions on the halo spheres\n", "\n", "x0 = sym['x0']\n", "y0 = sym['y0']\n", "z0 = sym['z0']\n", "xhalo = fid['x']-x0\n", "yhalo = fid['y']-y0\n", "zhalo = fid['z']-z0\n", "R = np.sqrt(xhalo*xhalo+yhalo*yhalo+zhalo*zhalo)\n", "\n", "xhalo_sym = sym['x']-x0\n", "yhalo_sym = sym['y']-y0\n", "zhalo_sym = sym['z']-z0\n", "R_sym = np.sqrt(xhalo_sym*xhalo_sym+yhalo_sym*yhalo_sym+zhalo_sym*zhalo_sym)\n", "\n", "phi = np.arccos(zhalo/R)\n", "theta = np.arctan2(yhalo,xhalo)\n", "\n", "print (zhalo/R_sym).min()\n", "\n", "phi_sym = np.arccos(zhalo_sym/R_sym)\n", "theta_sym = np.arctan2(yhalo_sym,xhalo_sym)\n", "\n", "\n", "Hc,cbins = np.histogram(phi[cmask]/np.pi, bins=np.linspace(-2,2,80), normed=1)\n", "Hc_sym, cbins_sym = np.histogram(phi_sym[cmask]/np.pi, bins=np.linspace(-2,2,80), normed=1)\n", "Hs, sbins = np.histogram(phi[np.invert(cmask)]/np.pi, bins=np.linspace(-2,2,80), normed=1)\n", "Hs_sym, sbins_sym = np.histogram(phi_sym[np.invert(cmask)]/np.pi, bins=np.linspace(-2,2,80), normed=1)\n", "\n", "x = (cbins[:-1]+cbins[1:])/2\n", "plt.plot((cbins[:-1]+cbins[1:])/2, Hc, color='pink', lw=2, label='Centrals, unsymmetrised')\n", "plt.plot((cbins_sym[:-1]+cbins_sym[1:])/2, Hc_sym, color='hotpink', lw=2, ls='--', label='Centrals, symmetrised')\n", "plt.plot((sbins[:-1]+sbins[1:])/2, Hs, color='plum', lw=2, label='Satellites, unsymmetrised')\n", "plt.plot((sbins_sym[:-1]+sbins_sym[1:])/2, Hs_sym, color='purple', lw=2, ls='--', label='Satellites, symmetrised')\n", "plt.legend(loc='upper left', fontsize=12)\n", "plt.xlim(-1.5,1.5)\n", "plt.xlabel(r'Position Angle $\\phi$ / $\\pi$ radians', fontsize=20)\n", "plt.show()\n", "\n", "Hc,cbins = np.histogram(theta[cmask]/np.pi, bins=np.linspace(-2,2,50), normed=1)\n", "Hc_sym, cbins_sym = np.histogram(theta_sym[cmask]/np.pi, bins=np.linspace(-2,2,50), normed=1)\n", "Hs, sbins = np.histogram(theta[np.invert(cmask)]/np.pi, bins=np.linspace(-2,2,50), normed=1)\n", "Hs_sym, sbins_sym = np.histogram(theta_sym[np.invert(cmask)]/np.pi, bins=np.linspace(-2,2,50), normed=1)\n", "\n", "x = (cbins[:-1]+cbins[1:])/2\n", "plt.plot((cbins[:-1]+cbins[1:])/2, Hc, color='pink', lw=2, label='Centrals, unsymmetrised')\n", "plt.plot((cbins_sym[:-1]+cbins_sym[1:])/2, Hc_sym, color='hotpink', lw=2, ls='--', label='Centrals, symmetrised')\n", "plt.plot((sbins[:-1]+sbins[1:])/2, Hs, color='plum', lw=2, label='Satellites, unsymmetrised')\n", "plt.plot((sbins_sym[:-1]+sbins_sym[1:])/2, Hs_sym, color='purple', lw=2, ls='--', label='Satellites, symmetrised')\n", "plt.legend(loc='lower center', fontsize=12)\n", "plt.xlabel(r'Position Angle $\\theta$ / $\\pi$ radians', fontsize=20)\n", "plt.xlim(-1.5,1.5)\n", "plt.show()\n", "\n", "\n", "\n", "\n", "Hc,cbins = np.histogram(xhalo[cmask], bins=np.linspace(-0.2,0.15,80), normed=1)\n", "Hc_sym, cbins_sym = np.histogram(xhalo_sym[cmask], bins=np.linspace(-0.2,0.15,80), normed=1)\n", "Hs, sbins = np.histogram(xhalo[np.invert(cmask)], bins=np.linspace(-0.2,0.15,80), normed=1)\n", "Hs_sym, sbins_sym = np.histogram(xhalo_sym[np.invert(cmask)], bins=np.linspace(-0.2,0.15,80), normed=1)\n", "\n", "x = (cbins[:-1]+cbins[1:])/2\n", "plt.plot((cbins[:-1]+cbins[1:])/2, Hc, color='pink', lw=2, label='Centrals, unsymmetrised')\n", "plt.plot((cbins_sym[:-1]+cbins_sym[1:])/2, Hc_sym, color='hotpink', lw=2, ls='--', label='Centrals, symmetrised')\n", "plt.plot((sbins[:-1]+sbins[1:])/2, Hs, color='plum', lw=2, label='Satellites, unsymmetrised')\n", "plt.plot((sbins_sym[:-1]+sbins_sym[1:])/2, Hs_sym, color='purple', lw=2, ls='--', label='Satellites, symmetrised')\n", "plt.legend(loc='upper left', fontsize=12)\n", "plt.xlim(-0.2,0.1)\n", "plt.xlabel(r'Halo Frame Position $x$ / Mpc', fontsize=20)\n", "plt.show()\n", "\n", "Hc,cbins = np.histogram(yhalo[cmask], bins=np.linspace(-0.2,0.15,80), normed=1)\n", "Hc_sym, cbins_sym = np.histogram(yhalo_sym[cmask], bins=np.linspace(-0.2,0.15,80), normed=1)\n", "Hs, sbins = np.histogram(yhalo[np.invert(cmask)], bins=np.linspace(-0.2,0.15,80), normed=1)\n", "Hs_sym, sbins_sym = np.histogram(yhalo_sym[np.invert(cmask)], bins=np.linspace(-0.2,0.15,80), normed=1)\n", "\n", "x = (cbins[:-1]+cbins[1:])/2\n", "plt.plot((cbins[:-1]+cbins[1:])/2, Hc, color='pink', lw=2, label='Centrals, unsymmetrised')\n", "plt.plot((cbins_sym[:-1]+cbins_sym[1:])/2, Hc_sym, color='hotpink', lw=2, ls='--', label='Centrals, symmetrised')\n", "plt.plot((sbins[:-1]+sbins[1:])/2, Hs, color='plum', lw=2, label='Satellites, unsymmetrised')\n", "plt.plot((sbins_sym[:-1]+sbins_sym[1:])/2, Hs_sym, color='purple', lw=2, ls='--', label='Satellites, symmetrised')\n", "plt.legend(loc='upper left', fontsize=12)\n", "plt.xlabel(r'Halo Frame Position $y$ / Mpc', fontsize=20)\n", "plt.xlim(-0.2,0.1)\n", "plt.show()\n", "\n", "Hc,cbins = np.histogram(zhalo[cmask], bins=np.linspace(-0.2,0.15,80), normed=1)\n", "Hc_sym, cbins_sym = np.histogram(zhalo_sym[cmask], bins=np.linspace(-0.2,0.15,80), normed=1)\n", "Hs, sbins = np.histogram(zhalo[np.invert(cmask)], bins=np.linspace(-0.2,0.15,80), normed=1)\n", "Hs_sym, sbins_sym = np.histogram(zhalo_sym[np.invert(cmask)], bins=np.linspace(-0.2,0.15,80), normed=1)\n", "\n", "x = (cbins[:-1]+cbins[1:])/2\n", "plt.plot((cbins[:-1]+cbins[1:])/2, Hc, color='pink', lw=2, label='Centrals, unsymmetrised')\n", "plt.plot((cbins_sym[:-1]+cbins_sym[1:])/2, Hc_sym, color='hotpink', lw=2, ls='--', label='Centrals, symmetrised')\n", "plt.plot((sbins[:-1]+sbins[1:])/2, Hs, color='plum', lw=2, label='Satellites, unsymmetrised')\n", "plt.plot((sbins_sym[:-1]+sbins_sym[1:])/2, Hs_sym, color='purple', lw=2, ls='--', label='Satellites, symmetrised')\n", "plt.legend(loc='upper left', fontsize=12)\n", "plt.xlabel(r'Halo Frame Position $z$ / Mpc', fontsize=20)\n", "plt.xlim(-0.2,0.1)\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": 62, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "33880\n" ] }, { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "('object_id', 'gas_mass', 'matter_mass', 'stellar_mass', 'npart_dm', 'npart_baryon', 'e1', 'e2', 'a1', 'a2', 'a3', 'b1', 'b2', 'b3', 'c1', 'c2', 'c3', 'lambda_a', 'lambda_b', 'lambda_c', 'lambda_a_proj', 'lambda_b_proj', 'e1_dm', 'e2_dm', 'a1_dm', 'a2_dm', 'a3_dm', 'b1_dm', 'b2_dm', 'b3_dm', 'c1_dm', 'c2_dm', 'c3_dm', 'lambda_a_dm', 'lambda_b_dm', 'lambda_c_dm', 'lambda_a_proj_dm', 'lambda_b_proj_dm', 'x', 'y', 'z', 'vrot', 'sigma', 'central', 'rh', 'most_massive', 'spatial_central', 'halo_id', 'nocc', 'x0', 'y0', 'z0')\n" ] }, { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import fitsio as fi\n", "\n", "\n", "# Read in the catalogues from coma\n", "base = '/Users/hattifattener/Documents/ias/mbii/2pt/ns300_nd1000/v6/'\n", "fid = fi.FITS('/Users/hattifattener/Documents/ias/mbii/cats/base_subhalo_shapes-v9-ndm1000-nst300.fits')[-1].read()\n", "sym = fi.FITS('/Users/hattifattener/Documents/ias/mbii/cats/base_subhalo_shapes-v9-ndm1000-nst300-symmetrised00.fits')[-1].read()\n", "print fid.size\n", "\n", "select = (fid['halo_id']==0)\n", "plt.subplot(111, aspect='equal')\n", "plt.quiver(fid['x'][select], fid['y'][select], fid['a1'][select], fid['a2'][select], color='purple', width=0.004, headwidth=0.005)\n", "plt.plot(fid['x'][select & cmask], fid['y'][select & cmask], '+', color='hotpink')\n", "x0=sym['x0'][select].mean()\n", "y0=sym['y0'][select].mean()\n", "z0=sym['z0'][select].mean()\n", "plt.plot(x0, y0, 'x', color='g')\n", "plt.ylim(y0-5, y0+5)\n", "plt.xlim(x0-5, x0+5)\n", "plt.xlabel('x / $h^{-1}$ Mpc ', fontsize=20)\n", "plt.ylabel('y / $h^{-1}$ Mpc ', fontsize=20)\n", "\n", "plt.show()\n", "\n", "select = (fid['halo_id']==0)\n", "plt.subplot(111, aspect='equal')\n", "plt.quiver(sym['x'][select], sym['y'][select], sym['a1'][select], sym['a2'][select], color='purple', width=0.004, headwidth=0.005)\n", "plt.plot(sym['x'][select & cmask], fid['y'][select & cmask], '+', color='hotpink')\n", "plt.plot(x0, y0, 'x', color='g')\n", "plt.ylim(y0-5, y0+5)\n", "plt.xlim(x0-5, x0+5)\n", "plt.xlabel('x / $h^{-1}$ Mpc', fontsize=20)\n", "plt.ylabel('y / $h^{-1}$ Mpc', fontsize=20)\n", "\n", "plt.show()\n", "\n", "print sym.dtype.names \n", "import matplotlib.pyplot as plt\n", "from mpl_toolkits.mplot3d import Axes3D\n", "select = (fid['halo_id']==0)\n", "#plt.quiver(sym['x'][select], sym['y'][select], sym['a1'][select], sym['a2'][select], color='purple', width=0.004, headwidth=0.005)\n", "fig = plt.figure()\n", "ax = fig.add_subplot(111, projection='3d')\n", "ax.plot(fid['x'][select], fid['y'][select], fid['z'][select], '.', color='purple')\n", "for x1,y1,z1,a1,a2,a3 in zip(fid['x'][select], fid['y'][select], fid['z'][select], fid['a1'][select], fid['a2'][select], fid['a3'][select] ): \n", " ax.plot([x0,x1], [y0,y1], [z0,z1], ':', color='k')\n", " v = np.array([a1,a2,a3])*0.3\n", " ax.plot([x1,x1-v[0]], [y1,y1-v[1]], [z1,z1-v[2]], '-', color='k')\n", "\n", "\n", "ax.plot([x0], [y0], [z0], 'x', color='g')\n", "ax.set_xlabel('x / $h^{-1}$ Mpc', fontsize=16)\n", "ax.set_ylabel('y / $h^{-1}$ Mpc', fontsize=16)\n", "ax.set_zlabel('z / $h^{-1}$ Mpc', fontsize=16)\n", "\n", "plt.show()\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(111, projection='3d')\n", "ax.plot(sym['x'][select], sym['y'][select], sym['z'][select], '.', color='purple')\n", "for x1,y1,z1,a1,a2,a3 in zip(sym['x'][select], sym['y'][select], sym['z'][select], sym['a1'][select], sym['a2'][select], sym['a3'][select] ): \n", " ax.plot([x0,x1], [y0,y1], [z0,z1], ':', color='k')\n", " v = np.array([a1,a2,a3])*0.3\n", " ax.plot([x1,x1-v[0]], [y1,y1-v[1]], [z1,z1-v[2]], '-', color='k')\n", "\n", "ax.plot([x0], [y0], [z0], 'x', color='g')\n", "ax.set_xlabel('x / $h^{-1}$ Mpc', fontsize=16)\n", "ax.set_ylabel('y / $h^{-1}$ Mpc', fontsize=16)\n", "ax.set_zlabel('z / $h^{-1}$ Mpc', fontsize=16)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 63, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import mbii.symmetrise_lib as lib\n", "import fitsio as fi\n", "\n", "\n", "# Read in the catalogues from coma\n", "base = '/Users/hattifattener/Documents/ias/mbii/2pt/ns300_nd1000/v6/'\n", "fid = fi.FITS('/Users/hattifattener/Documents/ias/mbii/cats/base_subhalo_shapes-v9-ndm1000-nst300.fits')[-1].read()\n", "sym = fi.FITS('/Users/hattifattener/Documents/ias/mbii/cats/base_subhalo_shapes-v9-ndm1000-nst300-symmetrised00.fits')[-1].read()\n", "\n", "i=11\n", "fig = plt.figure()\n", "ax = fig.add_subplot(111, projection='3d')\n", "\n", "\n", "x1 = x0+3.5\n", "y1 = y0\n", "z1 = z0\n", "dx = x1-x0\n", "dy = y1-y0\n", "dz = z1-z0\n", "vec = np.array([dx,dy,dz])\n", "vec /= np.sqrt(sum(vec*vec))\n", "a1 = vec[0]\n", "a2 = vec[1]\n", "a3 = vec[2] \n", "ax.plot([x0,x1], [y0,y1], [z0,z1], ':', color='k')\n", "v = np.array([a1,a2,a3])*0.6\n", "ax.plot([x1], [y1], [z1], '.', color='purple')\n", "ax.plot([x1,x1-v[0]], [y1,y1-v[1]], [z1,z1-v[2]], '-', color='k')\n", "ax.plot([x0], [y0], [z0], 'x', color='g')\n", "ax.set_xlabel('x / $h^{-1}$ Mpc', fontsize=16)\n", "ax.set_ylabel('y / $h^{-1}$ Mpc', fontsize=16)\n", "ax.set_zlabel('z / $h^{-1}$ Mpc', fontsize=16)\n", "ax.set_zlim(z0-5, z0+5)\n", "ax.set_ylim(y0-5, y0+5)\n", "ax.set_xlim(x0-5, x0+5)\n", "\n", "\n", "R = lib.build_rotation_matrix(theta=0, phi=np.pi/2, alpha=np.pi/2)\n", "a3d = np.array([a1,a2,a3])\n", "arot = np.dot(R,a3d)*-1\n", "pos = np.array([x1-x0,y1-y0,z1-z0])\n", "rot = np.dot(R,pos)\n", "ax.plot([rot[0]+x0], [rot[1]+y0], [rot[2]+z0], '*', color='plum')\n", "ax.plot([x0, rot[0]+x0], [y0, rot[1]+y0], [z0, rot[2]+z0], ':', color='k')\n", "v = np.array([arot[0],arot[1],arot[2]])*0.6\n", "ax.plot([rot[0]+x0, rot[0]+x0+v[0]], [rot[1]+y0, rot[1]+y0+v[1]], [rot[2]+z0, rot[2]+z0+v[2]], '-', color='k')\n", "\n", "\n", "\n", "\n", "R = lib.build_rotation_matrix(theta=0, phi=np.pi/2, alpha=np.pi)\n", "a3d = np.array([a1,a2,a3])\n", "arot = np.dot(R,a3d)*-1\n", "pos = np.array([x1-x0,y1-y0,z1-z0])\n", "rot = np.dot(R,pos)\n", "ax.plot([rot[0]+x0], [rot[1]+y0], [rot[2]+z0], '*', color='plum')\n", "ax.plot([x0, rot[0]+x0], [y0, rot[1]+y0], [z0, rot[2]+z0], ':', color='k')\n", "v = np.array([arot[0],arot[1],arot[2]])*0.6\n", "ax.plot([rot[0]+x0, rot[0]+x0+v[0]], [rot[1]+y0, rot[1]+y0+v[1]], [rot[2]+z0, rot[2]+z0+v[2]], '-', color='k')\n", "\n", "R = lib.build_rotation_matrix(theta=0, phi=np.pi/2, alpha=-np.pi/2)\n", "a3d = np.array([a1,a2,a3])\n", "arot = np.dot(R,a3d)*-1\n", "pos = np.array([x1-x0,y1-y0,z1-z0])\n", "rot = np.dot(R,pos)\n", "ax.plot([rot[0]+x0], [rot[1]+y0], [rot[2]+z0], '*', color='plum')\n", "ax.plot([x0, rot[0]+x0], [y0, rot[1]+y0], [z0, rot[2]+z0], ':', color='k')\n", "v = np.array([arot[0],arot[1],arot[2]])*0.6\n", "ax.plot([rot[0]+x0, rot[0]+x0+v[0]], [rot[1]+y0, rot[1]+y0+v[1]], [rot[2]+z0, rot[2]+z0+v[2]], '-', color='k')\n", "\n", "R = lib.build_rotation_matrix(theta=np.pi/2, phi=np.pi/2, alpha=-np.pi/2)\n", "a3d = np.array([a1,a2,a3])\n", "arot = np.dot(R,a3d)*-1\n", "pos = np.array([x1-x0,y1-y0,z1-z0])\n", "rot = np.dot(R,pos)\n", "ax.plot([rot[0]+x0], [rot[1]+y0], [rot[2]+z0], '*', color='plum')\n", "ax.plot([x0, rot[0]+x0], [y0, rot[1]+y0], [z0, rot[2]+z0], ':', color='k')\n", "v = np.array([arot[0],arot[1],arot[2]])*0.6\n", "ax.plot([rot[0]+x0, rot[0]+x0+v[0]], [rot[1]+y0, rot[1]+y0+v[1]], [rot[2]+z0, rot[2]+z0+v[2]], '-', color='k')\n", "\n", "R = lib.build_rotation_matrix(theta=np.pi/2, phi=np.pi/2, alpha=np.pi/2)\n", "a3d = np.array([a1,a2,a3])\n", "arot = np.dot(R,a3d)*-1\n", "pos = np.array([x1-x0,y1-y0,z1-z0])\n", "rot = np.dot(R,pos)\n", "ax.plot([rot[0]+x0], [rot[1]+y0], [rot[2]+z0], '*', color='plum')\n", "ax.plot([x0, rot[0]+x0], [y0, rot[1]+y0], [z0, rot[2]+z0], ':', color='k')\n", "v = np.array([arot[0],arot[1],arot[2]])*0.6\n", "ax.plot([rot[0]+x0, rot[0]+x0+v[0]], [rot[1]+y0, rot[1]+y0+v[1]], [rot[2]+z0, rot[2]+z0+v[2]], '-', color='k')\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": 64, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "select = (fid['halo_id']==1)\n", "plt.subplot(111, aspect='equal')\n", "plt.quiver(fid['x'][select], fid['y'][select], fid['a1'][select], fid['a2'][select], color='purple', width=0.004, headwidth=0.005)\n", "plt.plot(fid['x'][select & cmask], fid['y'][select & cmask], '+', color='hotpink')\n", "x0=fid['x'][select].mean()\n", "y0=fid['y'][select].mean()\n", "plt.plot(x0, y0, 'x', color='g')\n", "plt.ylim(y0-5, y0+5)\n", "plt.xlim(x0-5, x0+5)\n", "\n", "plt.show()\n", "\n", "select = (fid['halo_id']==1)\n", "plt.subplot(111, aspect='equal')\n", "plt.quiver(sym['x'][select], sym['y'][select], sym['a1'][select], sym['a2'][select], color='purple', width=0.004, headwidth=0.005)\n", "plt.plot(sym['x'][select & cmask], fid['y'][select & cmask], '+', color='hotpink')\n", "plt.plot(x0, y0, 'x', color='g')\n", "plt.ylim(y0-5, y0+5)\n", "plt.xlim(x0-5, x0+5)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 65, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('object_id', 'gas_mass', 'matter_mass', 'stellar_mass', 'npart_dm', 'npart_baryon', 'e1', 'e2', 'a1', 'a2', 'a3', 'b1', 'b2', 'b3', 'c1', 'c2', 'c3', 'lambda_a', 'lambda_b', 'lambda_c', 'lambda_a_proj', 'lambda_b_proj', 'e1_dm', 'e2_dm', 'a1_dm', 'a2_dm', 'a3_dm', 'b1_dm', 'b2_dm', 'b3_dm', 'c1_dm', 'c2_dm', 'c3_dm', 'lambda_a_dm', 'lambda_b_dm', 'lambda_c_dm', 'lambda_a_proj_dm', 'lambda_b_proj_dm', 'x', 'y', 'z', 'vrot', 'sigma', 'central', 'rh', 'most_massive', 'spatial_central', 'halo_id', 'nocc')\n" ] }, { "data": { "image/png": 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\n", 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\n", 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\n", 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Vb/zxP+qUP/v6/Pa7P/fUd9aOf3zp2zvlr8Vvd8pPoW5mPY4rnbLVNKx2AgCPvuXvdso/iO/vlK+u31sfyF815beb8p31ZrX0Je8z5Q3XzmoXdp2K1ybemGkHAEeMdG2v+zHXziZpfNombIw0iFwiR4/VErwku2zKVuJtuXbzpvwLmc+BWEK3/p7fRZ7c2hGPXW/zEVP2GoS97pYpR6lc5oP+cqlnWq5dpA3kEll6bJ+lSRkHh5oGIYSQYhg9Rfpgo0nmazUPaXcX3lfgzzvlB//4X9W7+C1Tfr3r/odM+aQpv6Xe7OaXdMtHXuqWL73+HbV2L+OVnfIm3top//Tv1Vdf3/6VXR/Hn17r+kuw5aKsjOZxy7JZK7L1unq77zPlj5jyu+vNahrOnnUapmy1H6/V5LSVq3/hGra6xbvN+pCnnVRvNZzXmM+v/3K93R7fRWLO+Q927Xn2nIvuRCvV+9Xndo1Jzs8A5KOuIp+GpdXnvDZeE7LjiNZYPFfYLtI0cpFqkf8kitSymscao6cIIYRMDk4ahBBCiqEjnPTBqLl3vrdW8wr8Sqf8rXZB36l6D599vOsYf93Xv1SvPInePFU/PPJ/zcFj3eJ/+Jm/V2u3ZE60TvL/+JVvrbVbxwOd8ncc64b3nrv6A7V23/62H++Uf/rXjInr+VozfP0nL3fKj18xYbWryOMd3A+Zsg0Dvtu1q5mkjInibu8ItiYpY7q6M3AY1xY6Ro5l45zd9XXzpj9j7rn+btfOmlB8ypOcI9ybmWyKkS1TbgXtrFln3rWz5qkoGWLp4r7cwkl/3SiJZOk+GfaZ2YAG/3cs3ZGxN9Q0CCGEFENHOOmDkXK+7Wyt5mt+5jc65d85v9wpP/S+WjM8ZHfr8yGo7zRlq0287NpZQe+ubvGzS/Xw3p/Dt3bK/8B4kD+Jr6q1+7aXu5rRyzdf0R3eJ5xEeWf3/+OeY10t5urJegjvLR81TvL3GCf5PahjHc1brs46xu1z8qlNHjDlaGGi1RqsM93v055ZELlHg7D3ctVKqy3Xn5Hqa07xdyKPd+pa6dpKzV66tg50mwBxPujPXss7vkvTv29l+vDt7DisNtFy7aK0LLbOPgsfPGAjTuyiSv9sLXSEE0IImSD0aZAeWElnuVt0dvxlK20d7xa9/FOTmr0Pw7pJfsyU1107q3l8d7f4m0t/q9bMphX53me6/oifv+vLau0efmVXXP/kK7uS8a+85e/U2tmFhH8EE5r7kBue0VZqEvl9yONDbj9qyu/IfA7UEyf+iCm7SOeapmF9H8vOxm3/PnZM7u9d13iMdH3kq+vtbFjxrtEu/MLJWn/e7m7Dc+83Zb/RVG6hmrfbz2faRZpLtJ97LjTXf55Lce/vN0q2mFtwGe1vbu/LbwwVpW/vDzUNQgghxTSqaYjIoqpuZ+pWUVlVF1T1wv6O7LCTSUy3XG+1/scPdcq60P3cJ/KuLejz9nS7W+v3m/IPunY2msoIryef+U+1Zk/f1Q01unFXV2yecwZ6m4bdahO7L9cN/K945cs92/0hvrzW7pVHuosb7z77ZKd89Zdc+hIb+eS1EKtdWCn/Pa6d1Qz+zJS978PyHiPZPuHqbH817cQtFrzTpCzZNZL8TSclX/9C9OS6t623THne1dm0H38RtLN95CRtT27BHVDXULZMOdoIy/YX+TQiWqbsdXX7fK2W4J/nHh0/M6acllRGY5qGiKwAeCRTtwhgR1U3AeykY0IIIQ3TmKahqpsiEmXOWgdwApWmsRm0I2MnE2niJNnvev2/6JT/3dV/2im/oe4WAIwWgsddnfVx2Kiod96Sb2fwUVF/gm6+kWtmgcOnUPdpWM3DRlx92Ss/VWtn06NYfugrv6d2fB6nO+WrV4x28We1ZjjyT8yWts/fWq983qQwsb4Fn9jQ+gysv8Ov57AahdUg9qyrMFh/yX1OY7C+Grt97sdcQsH7jI8jSt5Yk4C9D6JlyotBu3lTjjQIG8VlJe1vdu2s/2DZlLeQJ1o7YSOmFoN2dhx+zUZuS1uvMbQy58y7dlE0VX+m0qeRTFY7InINk9zslhBCyEBMZfSUiMyhkofOA3hERLZVdafhYR0irJRipBkX/fIp/PVO+Tfu+ZpO+Rt+5n/U2on1R9yFOkbYtGsuXsYras0ew0qnXIticli/w7/Fd3XKf4YvrrU7hmud8nHjMPnFl+srzF96wqy5MBL+48+fqLV7w9v+Z/dgzqx9ul5PgHjzQ+aGo8iqD9mTXN2yKVvt71uCPqJEiRbrS/kDV2e1BtuHj556wvggjlhtJZJwveQ9H7S1WM0jWpltV0vba/lorJYpW3fr33ftcmsnWq7dcqbOP4tIS5rP9FEaPeXdxqNFT03lpIFqpd7DqrorItuokjGcsw1EZA2dFX35/RsIIYSMj6kyTyUNo0byZ+yxwqrqBVVdqlYzvmpfxkcIIYedxjSNFFK7JCKrqtpOcvAYgOOqek5EzojIDoCjDLltEqP+O0f4nxgV/c+NOekzR2+vtfvNb/qGTtmajwDgLf+6a8p6bqnrxN5F3Ulsd+Fb8tkMDf/5pa4XfumW7m5/3qT1nBn747/XNTXdcvdna+1sGhFcNaame+rpdz79S3+ze2BNNz7E2IbPfsDV2fQrds8Mn4rEOritOWnLtbPmRNvfR4NQWmsKuxmk9rCJCL2562om5NaHrd5jjv1zyiYpjFycUSK+nLPan/NuU24F17XO6ii81/aR2+sbyCc27NW2jTcz5XZC9KG4vv/BaDJ6agNuexlVPW7K5/acRAghpFGYsJD0IJNG5ENvrjcz0us73napU7YL5wBgBd2IaR8i+y34xU7ZpjL37WyIrK+zPP6zXa3hyDtMeOuGW+D0diNS3+zu9rdn575cig0vXW+Zsg1bjVJnPO3q7s608w7zXCitT/th1x9umD3C73xDvZ0NC45Cc69bDSWnTXjs3uReWo+k4RuZOh+OajWFaNHac5myPyenDbRcu/lMnV8EaMcb3Yf9fvrnlEsxEqVAaQXtuHMfIYSQfaJY0xCRX1PVt014PENBTWOSfF23eE89zLSWonu5K5Lfc8cna82uPtvVDP7hHT9Xq/v3P/mPO+V3fGdXW/l/TrqyPonvwb/slL/r2Z+otbvlNV3xuBYu+xrU2TLlI5nPgbqUf3fQLqcZ+P29vXZhyWkyPp2HXXRntY49e47nNAO/l3gOr03kwltbQR/RIjN7ng99tWnUI23CSvbWD+L7s0kPt0zZS/yLmTqvCeV8GqUpO7wvxbZrubrcJkzRPuO27Mdurz1ZTWOlfxNCCCEHmUE0jb9EtV7iflRGtyuq+uEJjq0YahqT5Hu7xSNOavo2Uza28Nt/4DO1Zq81tuGrv1FP4Pc1b+lu5PSpl7upPl66+rpau5rEbrdQrecrBN5jnBBbRvT29nmrNVhpPUr6Z+39PumfxfpBfDurDfitYG0EkQ0+99pJTgs54jSD2qJAK106G7fd/vV6tMlPbitUbzNvmfK8KXsp3C4681KzleT9eRar/V7OtspvpzrvjluZMUURUrad789ujGSfp9c0rB/DXyu3GM+nPM+dE439uyfu03gQwCaAHQCnROTTIvKNfc4hhBByQBhU01hQ1Zb5bA7AowDW7Of7DTWNSWJ8Gj43urWtW8ndL9G0Eq/bCrYmidvztlw765OI0mDY9Qg+0V9uTNczZQDYMpL8srnfKHrK+jS2Pu0ausgly7I9L0q5kUkXsew0wdq1c0nvgHxyQJ9+Iqdd+P5yW6b6e3pnUGf9E6VSfpQ4MOeDKd0MKUqhbvGRT7mIpmhLV68V5cYURVlFvg97PFlNYwdulKq6q6rfBJgUn4QQQg4sg0wa51GZp3rBZIKEEHIIKF4Rrqo/LCKPisivoTJH/aGpZsbAA0VGzV0OFnTt2SvBkNuRDqibpKwj+GOu3bIpR4vs7P4S9lpvd+18KGyvMQCo3f9WYJ6y929NS34h3fUg1cVWy5xnMsde9+Gj1jxlTFJb3hFszVX2b7rl2tkMrrn9HwDgR0152ZS9w3zelCMzW5Qd1p4X7Z9tzTB28anb4yPrTPf3aE1ydgzzrl2UlTbXX5SFtzQtSdRHdN4w7XozUBoRVT2Vsst+XEQUXQ3j7EijIIQQMhMMnHsqJQ+8ICJ3oXKMPzb+YZFmyewRvvXL9WbLxpFp917w2oTFL7KzjnC754PfG8JqANbR7NN05DSeraDd08bZ7Xere8JI63tyMNv+rGRrJO/rpQvpHNeDfbFtaG0tqaBL87JngVsbL/1n/t57NIj3m/KvBu0+kjmn5drZ8XmHdE4a9vdo+9wKxpST+COnc7SAMedoLpX+fbhsbh9wIE5maMmlIvFaVhSq25+hExaq6jMAnhnp6oQQQmaKnpOGiPwEgKcAPKqqUb5hcuCZN2UnDVotwUr/3n9gF9Z5TcPyB5kyUNco7II+HyJrr2XDgJ920rVd0DZnJHd/XRtaedNoHTd9KO28PzHh/UA5qR6oP1/bztnnb3ppu82WO87s9b5Hqre0TPlXXZ3t73NBu8VMnX+V2HFEC/js2L2vwkrUpYvxhtlB2msQw1w3Sjdi+/Djy4231PcxXnpGT6nq+wC8CODDInJRRPxeh4QQQg4hWfOUqv48gJ8HABF5r4g8CuAFAJdU9b/s0/hIIxRKKTeNTfoTRvr1fgUrvft0HnZTIhsx5X0V9jwbufRG127LlG36jVUnXW+a8m7kd2h1izfng3bWPm/bbdWbZTf58efZv4HbgztrT5937XJj8tfN+UVKo2yW3bHVBqLxea3B0sr0EWlJw0r5JedEqT2idrm/lW8X+SBK+uvVZ47RtJCidRqq+oiqnkKV1/S4iPy6iDwsIv5flhBCyAFm6E2YUvTUaQBvQpUpbKOpVCJMIzJJrETlbemvzZSDtM9+69Krpu0HTLuPunZW87CbC/mEgNafkluLAQC73ifRxktrVsq399UK2llcxFktdYaPbpo35S1TXnbt/LVz5CRbf/5XZNoNs32q73/elL0E7cdhsRE+kWScSamyxw9g20WpTXLSemka8gjbh38WkZ8l8neUnBON74MDpxEZNXrqAQAQkTcBeCBNJJdABzohhBxIxrJHuKp+HCkVnYi8FcA5EVFVfX98JpktnFR2xEjXtWgiv/GMOe9pt0L6TtP2x4xvYc5FHVlDqNVC/NqJD1s7uZEo73a28N2WOVg2ZZ+kz66ythLbO127aHWzxfpPvFyV80F4O77VXqyG46XXnHYRSc25bVE9uTTpQN4345+tX0uR6z9aHT7MxkO2v2EiqTzD+CCidRqRX6SUcfg+ejOWScOSFvtxwR8hhBxAuEc4IYSQYsauaZCDjHP23rSmm9yCM6BmXvHhuDaB36oxSfhFdh/N7He9x6E9b8rRgjY73u3M50A9LNT28YhrZ5+NXdzmTQH2Wn5Mud3l/o07ns+086YWa+56c+ZzoD7GaMc8O97SPcIj01KU9M/eyx2ZzyO8ySy3V3lkqrHtSh3mkWnJPs9Bwl5L9/gYtV0ZI2kaIvJWEXnSHL+JYbiEEHJwGVXTuKGqnU2fVfXjIvK3R+yTTBXWYddydVa6zknJAI4YKdenEblu+twwzku/3/Wd5jjaxzvn8H06CuabN2WvuWyZso3riHa/s9earzfLSvVAPu2H135yTl0vUVpncE5j8v3l9qP2/ZVqJNH4Xp0peyKnruVGpgzUx76d+Ryo/x2jQABL5IC31yrdB3wQJ3muXaSRjeYIH9WncVePzxZG7JMQQsiUMqqmISJyEcCTqBI9nABwcYCTF1XVx+F16pAmIFWNlmmRiRLZYXPS+3z98KbxR1z3CfysVGqS291crjeraReRhGolrFZmfL4utzAPqKf9sNJ1JK3br7QfQ25jJH/sz7PYa0f3a8eUS4bo6+zYvQZh7z/yVdg+7gja2fF56bo01YfFb6hkyY3Xf4dzmkzkf4rCinOLD0sTIPars5QuTByNkTSNlJ/qAQAC4FYAD6jqL5ScKyIr2OtNtJxOk8VCmkAIIYQ0zEiahoi8UVU/AeCHBz1XVTdFpKfhTURWAVxL7c6NMkYyTnzUTWmKjSDJnE1Rfj2Qhmvt7Di8pHgjGf+MAAAUr0lEQVTClG3ElZcAbTtr72+5dvY4Fz0E1CVZK+P4/pYz1/X922f7kWBMuSgj318k5dr+7Nj9MyuVWK10be8jSrXufQE5Sb405bmXM60mk5P+/XFpqpBRkyECcYRY7v6jRXul9zg4o/o03iciNfuAPx6SewHcJiKLInJmDP0RQggZA6P6NB4FsCQiO+hOjw+mn1F5QVW3RWRFRFa9XyPtVZ6yFN4yhsuR3lipZNnV5dIxzLt2dp2Bk46uvzvTn5PYrm+Zgyj9RC4tt5cArettPj++mrSeS/Phsc/Cy1AtU/ZRUT9qyvYe/bXsc/o6U/bRWLnIpWXXrtRXkZMHo0ilrcznQF1LjCLJIqk5FzHk+8tthVqaDLF0fYgfX07ziNalRG1LxxTVDeMv6jLqpLGBygkuADT9Po7RJ41r6N71DirNozZptPcqB9pZbgkhhEyaUSeNkynXVIeUsHAoRGROVXdRbZGzmj5eQDUxEUIIaZiBJw0RebVJe35NROZdkxUUJCxMzu4lZ3p6DMBxVd0Rkd3UhiG3jWJV2S1Xd78pt0w5MlcsuzprRrDmGr8PxbwpR47RXPijV8ltfy1Tjhyyuf1DgLrpKnI02v68I/xdplwaOjxMOKZftGZ3c94K+suFWEcht/a5RyajKPx4mP0qIvNP1K7UjGXb+XBhFNZZSu8xCp0u7WO0zL7DaBrbIrKSNlzaBHAFlVmqzZtQYJ5KE4E3OR035QtDjI0QQsgEGXjSUNW7zeHpHuapN408KjJFRNKW1QaWTbkV9OfDLi3R4rn5zJiiPqLEgaXJ3axE2TJlL61bLSmS6u19RSknrFTvHdC5xWnRbnWRxN8y5WjHPHtsQ2lbrt0wTuMofHSYNBrRArnSRXYRpQkLSylNIxKk68kS/R0HZ+TU6D5hISqHOCGEkANIVtMwC/ciXmDCwoNObm9loDzc0Z7n7eI5Cd0vJMwRhd/aMXn/wbwpR7vQtTJ9BwsWa9eK/Dte67JjipLv5STF0n2no3ZRSKc9tn8fP56c1OwXH5ZK9dECxug5lRDtdhh9PsyztfhnFvk+hgm5zZ3f63gwIk1jveD8XskJmbCQEEIOKJFP44SIfJ+q/kjQZqSEhWQWiNI5W6wE7aUoq3m8y9VZO761/39zcK1W4Zi8dpEb07Ipl27e47HtSiNcSlOqRTboKH13bhFXaURPaTRW5I+IUq2XXtv2F429NHVGlLIjd1+lz6JUio/aRdpK5GMcTYMoJdI0zgF4TEQezqUGGSVhISGEkNlDVPv7rUXkvaj8F1M5IVQrwteaHsYhwEv/VpK3ckUUMdRydVGEk8X2GaU3s9JXbjOgXse5Mdj+rP9lKxhDJA1G0mvp5kU5yTa61rwpt4L+LF7izf2Nh41AGmYtRinR37HUL1A6ptL+Su+31C8SUaoZffCKqi4N0nNR9JSqPgLg45HWQQgh5OBTvE5DVZ8B8KCIvFdEplbrIJPERzTNZ9p5KaoVnGProqSHlihWPZcsL5LeonTglpYpR5sw2TG0UI69ryipXGkq7lE37/G0Cs/P9RdFPkWaQSShR5pWrl3kgyi9bq7viFI/0LBa1zDrWQZn4HUaRuv4ELUOQgg5XGQnjR45pTqo6jOq+gCAUyLynRMYFyGEkCkkMk+dBfB+oDOBLKSf46Z8LNWfUtW3TXKgpCkiJ19O3Y4cqD6k1dbZcMqWa5fbX8K3y+3JEaVmsCYp7+zP7RniHem2PzumaPFY9DxLzQuRyWNUB23pDnJRf5YozYn/+4w7jDU3pnGEFQ9jThqHuWtYRus/mjROi8gpAHPpuJ2UcCf9PIZqP4vtdEwIIeSAE00auwAeQbUh0g6AneQMJ4eKXIoJIC95Rgn2ohQj1lEaOdMtb3bHNgw4chjnUpv41B65RWHeEZ4LkS0NlwXKNYhcfxHD9FEqDQ+7yGwYR/2wiQ0nqRlMC/szxmjSeFhVf3hfRkEIIWQmyE4anDBIRWkqhWghXZRWojT9RiszDh8GXBqOasc4H1w3l5QxSmA3jkVrpVJz7hzfblitoeS6pQyrkUS+mWH8LOOWyCf9954uRk6NTggh5PAw6h7h5MATJYuzWkPpFpq+j9IU06Uaj8WOw6dQ/61Mu6iP6B5zdV6zKk2BXaqdRdFOw0RP5a5Teo6vK/XhRH2UpmVpKiJpHH2Pw2+zP1DTIIQQUgw1DTIAkdQcRVlZIunSagM+nUdOwirdRCdKDzIMpVJeaSpvIL/ZUGkqc884opNQWFfSX6lvJqqbRnv/uP1ATa7h6A81DUIIIcVw0iCEEFIMzVOkD6UO7mH2tPZ9toJzciapyORRmik2+rzUJJNLoxKZlkod19EYSq81TFitDx6IsgtbhnkWwzKMuWbczuSmTEbTt3MfIYQQUoOaBunDMOGo0U5uUVK9SEvIaTK+3ahhpp5hNJdIoh5mz4fomQ0jvZeOIdp/PCIKA84x7lQp0+1MHg8MuSWEEDLlNKppiMiiqoaxkCJyRlXP7deYSETk07AMIuHn2pZK65FfYNhwzxzDJBuM+hjmukC5djGMNmUZNmVHSd/Dtpt0Hzkm7T9oftFeKY1pGiKygiqLbr829+7PiAghhPSjMU1DVTdFpNTgSaaS3J8vksrGkeoiksom+ZUaNVJn2D7Gfa1hxzDL0vWo15r0+Gbn2U6tTyOZrjabHgchhJAu0xw9FYWqQETWAKxVR7fsw3AOK6XrNIbd5CYXCTXsVqg5SqXwYTWDURMbTpqm0neP2680jk2YxsG0+yAmN6ap1DRKtAxVvaCqS6q6BLxqv4ZGCCGHmqnSNERkTlV3ASyIyEL6eKEkyopMikhiGbf/YNzpu0vbjSM5YOm1mpJKm/LHjPt+p+XZTsNK9GZoMnpqFcBS+t3mMQBQ1Q1V3UBlr5hrYnyEEEL20mT01AaADffZcXd8AcCF/RwXIYSQPFNlniIkzyTV+SjNybhTWEySSZuCpuEex81+hkQfjGc2lY5wQggh0wk1DTLjRIkNS2kqhUUzqa2HZ9TxTeP9TsMYZgtqGoQQQoqhpkHGxDjs3cOkFGEmmtmBUv1BgJoGIYSQYqhpkDExDilyHFrDuCN8SvvLtYvs+JS8Z4dp9Mc0AzUNQgghxVDTIPvMpFNT7GfaikledxwcxHUVTcHn14aaBiGEkGI4aRBCCCmG5ikyANOY9XTaafJ+D9uzJvsBNQ1CCCHFUNMgA0DJlZDDDjUNQgghxVDTIGOC4Z29mfSiMD53sr9Q0yCEEFIMNQ0yJijl9mbSz4XPnewv1DQIIYQUw0mDEEJIMZw0CCGEFMNJgxBCSDGcNAghhBTDSYMQQkgxnDQIIYQU0+g6DRFZVNXtTN1aKh5T1bP7OCxCCCEZGtM0RGQFwCNB3aaqXgCwkI4JIYQ0TGOThqpuAriRqV4A0J4odtIxIYSQhpnKNCJJw2izCOBiU2MhhBDSZaod4SKyCOByzu9BCCFkf5lKTcOwoqrnelUkR3lylt+yj0MihJDDy1RpGiIyZ8pr7QmjlyNcVS+o6pKqLgGv2s9hEkLIoaXJ6KlVAEvpd5vHUt0KgHURuSYiLzYyQEIIIXtozDylqhsANtxnx9PvTQC3NjEuQggheabKPEUIIWS64aRBCCGkGE4ahBBCiuGkQQghpBhOGoQQQorhpEEIIaQYThqEEEKK4aRBCCGkGE4ahBBCiuGkQQghpBhOGoQQQorhpEEIIaQYThqEEEKK4aRBCCGkGE4ahBBCiuGkQQghpBhOGoQQQorhpEEIIaQYThqEEEKK4aRBCCGkGE4ahBBCiuGkQQghpBhOGoQQQorhpEEIIaQYThqEEEKK4aRBCCGkmEYnDRFZDOpWRWRFRM7s55gIIYTkaWzSEJEVAI9k6hYBQFU3AexGkwshhJD9o7FJI00INzLV9wPYTeUdACv7MihCCCEh0+rTmEN9QrmtqYEQQgjpMq2TBiGEkCnkC5oeQIZdAEdTeQ7AC76BiKwBWEuHLwMfvLpPY5sErwHwfNODGIFZHv8sjx3g+Jtm1sf/ZYOeMFWThojMqeougIsAltLHCwA2fVtVvQDgQjrvKVVd8m1mBY6/OWZ57ADH3zQHYfyDntNk9NQqgKX0u81jAKCq26nNCoDd9jEhhJBmaUzTUNUNABvus+OmfGHfB0UIISTkoDjCZ32C4fibY5bHDnD8TXPoxi+qOomBEEIIOYAcCE2jTzqS9fR7LdemaZhOhRwWZv27PuvvmnEw85NGlI4ksSYi11CtLJ86ZjmdSr9/8mn7JyoY71S/tGbteXtm+bsOzPa7RkTW0s96pr74uz/zk0afdCQAcFJVj6V2U8esplMp/Cefmn+ifuOd9pfWrD3vXszqd73NrL5r0mS3mYKLFtKxrR/ouz/zk0YBi9MsPfZhmtOplPyTT9M/Ub/xTvtLa9ae96BM83e9lGl91yyg+33ZSceWgb77B37SUNVz6Z/oNj/DkpEo+Sefpn+ifuOd9pfWrD3vQ8e0vmtU9YJZwrAIwC/oG+i7P1UrwnuRsc/ulEhT7YWDaU3IC9g7w06cUcaPgnQq04yqngMAETkhIiszKgHPDDP+vGf6uz4N75p+JLPT5VEXS0/9pDHMIj+TjmQHXfvuMQDnxzm2EkYcf990KpOkz4QX/pNP4T9Rv5fStL+0Zu15FzEt3/VhmaZ3TQErbcHCMdB3f+bNUwXpSE6lumvTmI5kmtOptNVa99P+Z76I7oup808uInPpsx10//GPYa9KvN/0G2/P+ili1p73Hqb5u17CLL9rRGTNaKIr6fdQ330u7iNDkzSRHQALbY1KRK6008Gk+hupvpeEs68UjrdWP03M2vMm00GaJC6h+m4cRRUwsTnsd5+TBiGEkGJm3jxFCCFk/5h6Rzgh5GCQ7P27qMI+d6fRBEj6Q/MUIWTiJKfrFVU9lo6vATihqlO5ep3koXmKkENKWgi4L4vQUljqcfdxlJKDTCmcNAg5vJzezwWAaeKAiCwA2G4fk9mCk8YhQETWReRFEbkiImfMz7qInDfx2jNLupdryezRr52m343etxmzRmMRkYX097s25nH3lfRFZFFELovIWOzYSbNZB3A2aNP0cyEBdIQfAlT1bJLudnz8forPvoJqQdjMku7xSQDrIrLYZ3HVjqpmX1r7RRrzNVSrhxcA5Ma8gmql7lvHtWgsOaUvF4xxW0Qu9elrLY2vF9tWm0nlzfSi7+nTaPK5kP5w0jhc7EkPoKoXkrYxa7mKcpwHcDr91EhS7mUAq76uQW6gm3l0z4svvdxvAN1V02PiflU9Wdj2JIIJpiQKKuU9WkhpToDqXk8jr3E09VxIH2ieOuQYlf6gOCU3AJxqehAltPc5QO901W3b/w6AezH+tCaD/L2XUD3XUVhAN78RUGkIT/Zq2PBzIX2gpkEeAXDBS2s2JQUqc85G+nwxnfMUqtQECwBOoJJE11H9M59smx1E5HJqczqlLmj3C5h0F6bfHQAPo3rBzAG4dxBTkqruiMhTIrJqpNr25NjzJRTdb6pbTee2x3Q0aWg9Py8dK6r73xSR9gvQs6iqGyLyCKr8QO0X6uIoaULSvYYmJ9O2vSHPQltbQPU3KdVSAFSJFKXaHa5tytq2z9gx8HMh+4iq8ucQ/KB6SVxCZQdeQWWiuQTgTI+2a+74Mqp/5PbxCio/yIJtD2ANwHl37iqAuVQ+7/qZQ5WquX28aPs1414pvMdVc83Lrm7FjP1a6f2me1p0Y17PfT7g36T93M6gWsNQG2/qcw6AumtdaT/TYb8LA7Q9A+BF9ze5Zsczge/qUM+FP/vzQ/PU4eJJVd1MPxtaSYs7InLFtTvp0qJvo76b1w1UL60doGvTTr/3mIZUtb2F5JIax6emlNLmWruoXk7WOZrVDnJoJcEuDRBN0+9+73djvtjn876ksbU1rm2Ye2yPO/W5kspWExzalOiuW8IJAA+7v8kCuju9jZURnwvZBzhpHHLSC/aGiNj8/ycBPJrMCSuo/nH9Czi3kneznTo6/ZO3Xy5LmXOuob7oa1wrhB9FpQ20TSxRqvDs/Wp3X2VNoadrqrqd+3yA8bXt9kB1z/b52qCEExiv3f4UCk1T7bEA6Jjckj8BOrmV3E09F1IIJw0C7JWsVwA8krSRTfR2WOYkzYfRjVwqjcg62r/JwLSjqIDK1xBJxtn7lWqTnZMAbk19nmyvben1+QDj64xJu/6fBeMEtmPrFbm0klZ0rxm/QwknCv8m7cl2xz27VYzuFI8Y6bmkttMUHXfg4KRBABPWmLSDS1p3dN7WrmtLmjmStL3Qo91T6G1mOoaC9QKDot1NfcIXar/7BfDPU3+7aVI5geo+1jKfD0s7kV/b/NK+/gJ6v6S3k5nxAqoAgr4MYZq6H3ul+dNIu9LJ/qQgKX4uYvZGT1rjTOxeOGtw0jhc7NkwPr1UV1FpCEAl9XupfMHUtYn8BefTT8dck17iO/Ylnv75l7QbcZTrs9Q34V8S51FpEJFk3e9+X91Dct0GcFvm875kXmY7qNZOeGl6N2MKsi//G4XaxikMtg1pL2m+HdnUjhwbG2N4LhuoJrX7M/VkDDDk9hAgIuuo/tF2rDSGSspfAHC8LZlrFbL6cDqn/cJ4Lyo7+C4qjWEdlXnkDKpwXf/SvYAeGUxV9aRU6Uvs1pJvTWNcBPAggEUROaOq59KLaRXArojUwmAz93hGRI4BOJvGtAEzUab+TqPShNaRHLx97vdKun5bqp5D9eJdyXwekkxYp1C96G+Ye9pEV4JfQLXo7RSAOTPWnImt1Cl9QgcLCZ7DXk3jQgoa2BnnS3lMz+U0ugtYT4jIU33MkmQImBqdTAS/ToKMj7T25bSx+Xe27QzOmQPwoE5B+pRJYYSRRaTJjpPG+KGmQcYOJ4yJcxldv9EiquivfqzhgC+ES1pje+EgJ4sJQU2DjIVkXjivVYI7ThpThoh4Zz8hQ0FHOBkXlwAc5YQxfSTpu2eeJ0IGhZoGIYSQYqhpEEIIKYaTBiGEkGI4aRBCCCmGkwYhhJBiOGkQQggphpMGIYSQYjhpEEIIKYaTBiGEkGL+P/m+DkZvCqY6AAAAAElFTkSuQmCC\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "print fid.dtype.names\n", "R = fid['vrot']/fid['sigma']\n", "Mm = fid['matter_mass']\n", "\n", "plt.hist2d(np.log10(Mm),R,bins=100, range=((-0.5,4.),(1.,2.25)), cmap='jet')\n", "plt.ylabel('$V_\\mathrm{circ}/\\sigma$', fontsize=18)\n", "plt.xlabel('DM Mass $M_\\mathrm{m}$ / $h^{-3} M_*$', fontsize=18)\n", "plt.title('All Galaxies', fontsize=20)\n", "plt.show()\n", "\n", "plt.hist2d(np.log10(Mm[cmask]),R[cmask],bins=100, range=((-0.5,4.),(1.,2.25)), cmap='jet')\n", "plt.ylabel('$V_\\mathrm{circ}/\\sigma$', fontsize=18)\n", "plt.xlabel('DM Mass $M_\\mathrm{m}$ / $h^{-3} M_*$', fontsize=18)\n", "plt.title('Centrals', fontsize=20)\n", "plt.show()\n", "\n", "plt.hist2d(np.log10(Mm[np.invert(cmask)]),R[np.invert(cmask)],bins=100, range=((-0.5,4.),(1.,2.25)), cmap='jet')\n", "plt.ylabel('$V_\\mathrm{circ}/\\sigma$', fontsize=18)\n", "plt.xlabel('DM Mass $M_\\mathrm{m}$ / $h^{-3} M_*$', fontsize=18)\n", "plt.title('Satellites', fontsize=20)\n", "plt.subplots_adjust(hspace=0)\n", "plt.show()\n", "\n", "print '---------------------------------'\n", "Mb = fid['stellar_mass']+fid['gas_mass']\n", "\n", "plt.hist2d(np.log10(Mb),R,bins=100, range=((-1.5,2.),(1.,2.25)), cmap='jet')\n", "plt.ylabel('$V_\\mathrm{circ}/\\sigma$', fontsize=18)\n", "plt.xlabel('Baryon Mass $M_\\mathrm{b}$ / $h^{-3} M_*$', fontsize=18)\n", "plt.title('All Galaxies', fontsize=20)\n", "plt.show()\n", "\n", "plt.hist2d(np.log10(Mb[cmask]),R[cmask],bins=100, range=((-1.5,2.),(1.,2.25)), cmap='jet')\n", "plt.ylabel('$V_\\mathrm{circ}/\\sigma$', fontsize=18)\n", "plt.xlabel('Baryon Mass $M_\\mathrm{b}$ / $h^{-3} M_*$', fontsize=18)\n", "plt.title('Centrals', fontsize=20)\n", "plt.show()\n", "\n", "plt.hist2d(np.log10(Mb[np.invert(cmask)]),R[np.invert(cmask)],bins=100, range=((-1.5,2.),(1.,2.25)), cmap='jet')\n", "plt.ylabel('$V_\\mathrm{circ}/\\sigma$', fontsize=18)\n", "plt.xlabel('Baryon Mass $M_\\mathrm{b}$ / $h^{-3} M_*$', fontsize=18)\n", "plt.title('Satellites', fontsize=20)\n", "plt.subplots_adjust(hspace=0)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 66, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Maximum no. of satellites: 16\n", "Minimum no. of satellites: 0\n" ] } ], "source": [ "ids = np.unique(fid['halo_id'])\n", "nsat = np.array([len(fid[(fid[central_name]!=1) & (fid['halo_id']==hi) ]) for hi in ids])\n", "ngal = np.array([fid['nocc'][(fid['halo_id']==hi)][0] for hi in ids])\n", "Mm = np.array([fid['matter_mass'][(fid['halo_id']==hi)].sum() for hi in ids])\n", "Mb = np.array([fid['stellar_mass'][(fid['halo_id']==hi)].sum() for hi in ids])\n", "Np = np.array([fid['npart_dm'][(fid['halo_id']==hi)].sum() for hi in ids])\n", "\n", "print 'Maximum no. of satellites: %d'%nsat.max()\n", "print 'Minimum no. of satellites: %d'%nsat.min()" ] }, { "cell_type": "code", "execution_count": 67, "metadata": {}, "outputs": [], "source": [ "Np_gal = np.array([np.median(fid['npart_dm'][(fid['halo_id']==hi)]) for hi in ids])\n", "Npb_gal = np.array([np.median(fid['npart_baryon'][(fid['halo_id']==hi)]) for hi in ids])" ] }, { "cell_type": "code", "execution_count": 68, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1016.0 3551209.5 4.0849157170662025\n" ] } ], "source": [ "print Np_gal.min(), Np_gal.max(), np.log10(np.median(Np_gal))" ] }, { "cell_type": "code", "execution_count": 69, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "-1.476378487308467 3.0093581616256504\n" ] }, { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "('object_id', 'gas_mass', 'matter_mass', 'stellar_mass', 'npart_dm', 'npart_baryon', 'e1', 'e2', 'a1', 'a2', 'a3', 'b1', 'b2', 'b3', 'c1', 'c2', 'c3', 'lambda_a', 'lambda_b', 'lambda_c', 'lambda_a_proj', 'lambda_b_proj', 'e1_dm', 'e2_dm', 'a1_dm', 'a2_dm', 'a3_dm', 'b1_dm', 'b2_dm', 'b3_dm', 'c1_dm', 'c2_dm', 'c3_dm', 'lambda_a_dm', 'lambda_b_dm', 'lambda_c_dm', 'lambda_a_proj_dm', 'lambda_b_proj_dm', 'x', 'y', 'z', 'vrot', 'sigma', 'central', 'rh', 'most_massive', 'spatial_central', 'halo_id', 'nocc')\n" ] } ], "source": [ "colours=['purple', 'pink', 'plum', 'hotpink', 'green', 'steelblue', 'midnightblue']\n", "print np.log10(Mb).min(), np.log10(Mb).max()\n", "\n", "\n", "for i, ns in enumerate(np.unique(nsat)[:7]):\n", " H,x = np.histogram(np.log10(Mb[nsat==ns]), range=(-4,3), bins=80, normed=1 )\n", " x0 = (x[:-1]+x[1:])/2\n", " plt.plot(x0, H, color=colours[i], ls='-', lw=2, label='$n_\\mathrm{sat}=%d$'%ns)\n", "\n", "plt.xlabel(r'$\\log(M_\\mathrm{b}$ / $10^{10} M_* )$', fontsize=18)\n", "plt.legend(loc='upper left')\n", "plt.show()\n", "\n", "for i, ns in enumerate(np.unique(nsat)[:7]):\n", " H,x = np.histogram(np.log10(Mm[nsat==ns]), range=(-1.5,5), bins=80, normed=1 )\n", " x0 = (x[:-1]+x[1:])/2\n", " plt.plot(x0, H, color=colours[i], ls='-', lw=2, label='$n_\\mathrm{sat}=%d$'%ns)\n", "\n", "plt.xlabel(r'$\\log(M_\\mathrm{m}$ / $10^{10} M_* )$', fontsize=18)\n", "plt.legend(loc='upper left')\n", "plt.show() \n", "\n", "for i, ns in enumerate(np.unique(nsat)[:7]):\n", " H,x = np.histogram(np.log10(Np[nsat==ns]), range=(3,6), bins=80, normed=1 )\n", " x0 = (x[:-1]+x[1:])/2\n", " plt.plot(x0, H, color=colours[i], ls='-', lw=2, label='$n_\\mathrm{sat}=%d$'%ns)\n", "\n", "plt.xlabel('$\\log(N^\\mathrm{halo}_\\mathrm{p,DM})$', fontsize=18)\n", "plt.legend(loc='upper left')\n", "plt.show()\n", "\n", "#for i, ns in enumerate(np.unique(nsat)[:7]):\n", "# H,x = np.histogram(Np_gal[nsat==ns], range=(300,5000), bins=80, normed=1 )\n", "# x0 = (x[:-1]+x[1:])/2\n", "# plt.plot(x0, H, color=colours[i], ls='-', lw=2, label='$n_\\mathrm{sat}=%d$'%ns)\n", "\n", "H,x = np.histogram(np.log10(Np_gal), range=(3,6.5), bins=80, normed=1 )\n", "x0 = (x[:-1]+x[1:])/2\n", "plt.plot(x0, H, color='purple', ls='-', lw=2, label='All')\n", "H,x = np.histogram(np.log10(Np_gal[nsat==0]), range=(3,6.5), bins=80, normed=1 )\n", "x0 = (x[:-1]+x[1:])/2\n", "plt.plot(x0, H, color='pink', ls='-', lw=2, label='$n_\\mathrm{s}=0$')\n", "\n", "H,x = np.histogram(np.log10(Np_gal[nsat!=0]), range=(3,6.5), bins=80, normed=1 )\n", "x0 = (x[:-1]+x[1:])/2\n", "plt.plot(x0, H, color='hotpink', ls='-', lw=2, label='$n_\\mathrm{s}>0$')\n", "\n", "plt.xlabel('$\\log(N^\\mathrm{gal}_\\mathrm{p,DM})$', fontsize=18)\n", "plt.legend(loc='upper right')\n", "plt.show()\n", "\n", "print fid.dtype.names" ] }, { "cell_type": "code", "execution_count": 70, "metadata": {}, "outputs": [], "source": [ "nhalos=[len(nsat[nsat==ns]) for ns in np.unique(nsat)]\n", "Ns=np.unique(nsat)" ] }, { "cell_type": "code", "execution_count": 71, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(Ns, nhalos, color='purple', lw=2)\n", "plt.yscale('log')\n", "plt.xlabel('Satellite Number $n_\\mathrm{sat}$', fontsize=18)\n", "plt.ylabel('Number of halos', fontsize=18)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 72, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "No. of single occupancy halos : 28269/33880 (83.439 percent)\n" ] } ], "source": [ "Ntot = fid.size\n", "print 'No. of single occupancy halos : %d/%d (%3.3f percent)'%(fid['x'][fid['nocc']==1].size, Ntot, 100.*fid['x'][fid['nocc']==1].size/Ntot)" ] }, { "cell_type": "code", "execution_count": 73, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.015215679590689228 3.700841675197355 0.2682544616923164\n" ] }, { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Min central offset : 0.171 h^-1 kpc\n", "Max central offset : 199996.425 h^-1 kpc\n", "Mean central offset : 77.617 h^-1 kpc\n", "Median central offset : 7.973 h^-1 kpc\n", "Number of centrals with offset R > 45 h^-1 kpc : 2949/30517 (9.663 percent)\n" ] } ], "source": [ "Hc, bc = np.histogram(sym['rh'][cmask], bins=90, range=(0,0.5), normed=1)\n", "Hs, bs = np.histogram(sym['rh'][np.invert(cmask)], bins=90, range=(0,0.5), normed=1)\n", "H0, b0 = np.histogram(sym['rh'], bins=90, range=(0,0.5), normed=1)\n", "\n", "xc = (bc[:-1]+bc[1:])/2\n", "xs = (bs[:-1]+bs[1:])/2\n", "x0 = (b0[:-1]+b0[1:])/2\n", "\n", "print sym['rh'][np.invert(cmask)].min(), sym['rh'][np.invert(cmask)].max(), np.median(sym['rh'][np.invert(cmask)])\n", "\n", "plt.fill_between(xc, Hc, alpha=0.2, color='pink')\n", "plt.plot(xc, Hc, color='hotpink', label='Centrals')\n", "plt.fill_between(xs, Hs, alpha=0.2, color='royalblue')\n", "plt.plot(xs, Hs, color='royalblue', label='Satellites')\n", "plt.plot(x0, H0, lw=2, color='purple', label='All Galaxies')\n", "plt.xlabel('Galaxy Offset $r_\\mathrm{g}$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.legend()\n", "plt.ylim(ymin=0)\n", "plt.show()\n", "\n", "\n", "Hc, bc = np.histogram(sym['rh'][cmask], bins=70, range=(0,0.03), normed=1)\n", "Hs, bs = np.histogram(sym['rh'][np.invert(cmask)], bins=70, range=(0,0.2), normed=1)\n", "H0, b0 = np.histogram(sym['rh'], bins=70, range=(0,0.03), normed=1)\n", "\n", "xc = (bc[:-1]+bc[1:])/2\n", "xs = (bs[:-1]+bs[1:])/2\n", "x0 = (b0[:-1]+b0[1:])/2\n", "\n", "plt.fill_between(xc, Hc, alpha=0.2, color='pink')\n", "plt.fill_between(xs, Hs, alpha=0.2, color='royalblue')\n", "plt.plot(x0, H0, lw=2, color='purple')\n", "plt.xlabel('Galaxy Offset $r_\\mathrm{g}$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.xlim(0,0.03)\n", "plt.show()\n", "\n", "\n", "print 'Min central offset : %3.3f h^-1 kpc'%(sym['rh'][cmask].min()*1000)\n", "print 'Max central offset : %3.3f h^-1 kpc'%(sym['rh'][cmask].max()*1000)\n", "print 'Mean central offset : %3.3f h^-1 kpc'%(sym['rh'][cmask].mean()*1000)\n", "print 'Median central offset : %3.3f h^-1 kpc'%(np.median(sym['rh'][cmask])*1000)\n", "\n", "select_extreme = (sym['rh'][cmask]>0.045)\n", "print 'Number of centrals with offset R > 45 h^-1 kpc : %d/%d (%3.3f percent)'%(fid['rh'][cmask][select_extreme].size, fid['rh'][cmask].size, fid['rh'][cmask][select_extreme].size*100./fid['rh'][cmask].size)" ] }, { "cell_type": "code", "execution_count": 74, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.015215679590689228 0.5893180035464006 0.14261447688099826\n" ] }, { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Min central offset : 0.171 h^-1 kpc\n", "Max central offset : 659.586 h^-1 kpc\n", "Mean central offset : 18.253 h^-1 kpc\n", "Median central offset : 7.975 h^-1 kpc\n", "Number of centrals with offset R > 45 h^-1 kpc : 2949/30517 (9.663 percent)\n" ] } ], "source": [ "cmask2=(fid['most_massive']==1)\n", "\n", "Hc, bc = np.histogram(sym['rh'][cmask2], bins=90, range=(0,0.2), normed=1)\n", "Hs, bs = np.histogram(sym['rh'][np.invert(cmask2)], bins=90, range=(0,0.2), normed=1)\n", "H0, b0 = np.histogram(sym['rh'], bins=90, range=(0,0.2), normed=1)\n", "\n", "xc = (bc[:-1]+bc[1:])/2\n", "xs = (bs[:-1]+bs[1:])/2\n", "x0 = (b0[:-1]+b0[1:])/2\n", "\n", "print fid['rh'][np.invert(cmask2)].min(), fid['rh'][np.invert(cmask2)].max(), np.median(fid['rh'][np.invert(cmask2)])\n", "\n", "plt.fill_between(xc, Hc, alpha=0.2, color='pink')\n", "plt.plot(xc, Hc, color='hotpink', label='Centrals')\n", "plt.fill_between(xs, Hs, alpha=0.2, color='royalblue')\n", "plt.plot(xs, Hs, color='royalblue', label='Satellites')\n", "plt.plot(x0, H0, lw=2, color='purple', label='All Galaxies')\n", "plt.xlabel('Galaxy Offset $r_\\mathrm{g}$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.legend()\n", "plt.ylim(ymin=0)\n", "plt.show()\n", "\n", "\n", "Hc, bc = np.histogram(sym['rh'][cmask2], bins=70, range=(0,0.03), normed=1)\n", "Hs, bs = np.histogram(sym['rh'][np.invert(cmask2)], bins=70, range=(0,0.2), normed=1)\n", "H0, b0 = np.histogram(sym['rh'], bins=70, range=(0,0.03), normed=1)\n", "\n", "xc = (bc[:-1]+bc[1:])/2\n", "xs = (bs[:-1]+bs[1:])/2\n", "x0 = (b0[:-1]+b0[1:])/2\n", "\n", "plt.fill_between(xc, Hc, alpha=0.2, color='pink')\n", "plt.plot(xc, Hc, color='hotpink')\n", "plt.fill_between(xs, Hs, alpha=0.2, color='royalblue')\n", "plt.plot(x0, H0, lw=2, color='purple')\n", "plt.xlabel('Galaxy Offset $r_\\mathrm{g}$ / $h^{-1}$ Mpc', fontsize=18)\n", "plt.xlim(0,0.03)\n", "plt.show()\n", "\n", "\n", "print 'Min central offset : %3.3f h^-1 kpc'%(fid['rh'][cmask2].min()*1000)\n", "print 'Max central offset : %3.3f h^-1 kpc'%(fid['rh'][cmask2].max()*1000)\n", "print 'Mean central offset : %3.3f h^-1 kpc'%(fid['rh'][cmask2].mean()*1000)\n", "print 'Median central offset : %3.3f h^-1 kpc'%(np.median(fid['rh'][cmask2])*1000)\n", "\n", "select_extreme = (sym['rh'][cmask2]>0.045)\n", "print 'Number of centrals with offset R > 45 h^-1 kpc : %d/%d (%3.3f percent)'%(fid['rh'][cmask2][select_extreme].size, fid['rh'][cmask2].size, fid['rh'][cmask2][select_extreme].size*100./fid['rh'][cmask2].size)" ] }, { "cell_type": "code", "execution_count": 75, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[0.13948623]\n", "[0.13948623 0.33071076 0.43249169 0.24920761 0.46836439 0.39704747\n", " 0.38926738 0.2628591 0.20753186 0.54090092 0.16461974 0.14420882\n", " 0.13253552 0.2249094 ]\n" ] } ], "source": [ "print fid['rh'][cmask2 & (fid['halo_id']==0)]\n", "print fid['rh'][(fid['halo_id']==0)]" ] }, { "cell_type": "code", "execution_count": 76, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.1394862310277697\n" ] } ], "source": [ "select=(fid['rh']>0.05)\n", "ids=np.unique(fid['halo_id'][select])\n", "\n", "mask=(fid['halo_id']==0) & (fid[central_name]==1) \n", "xc=fid['x'][mask][0]\n", "yc=fid['y'][mask][0]\n", "zc=fid['z'][mask][0]\n", "\n", "mask=(fid['halo_id']==0)\n", "mask2 = (fid['npart_dm'][mask]==fid['npart_dm'][mask].max())\n", "xm=fid['x'][mask][mask2][0]\n", "ym=fid['y'][mask][mask2][0]\n", "zm=fid['z'][mask][mask2][0]\n", "\n", "x0 = 37384.9/1000\n", "y0 = 40500.9/1000\n", "z0 = 60814.7/1000\n", "\n", "R = np.sqrt((xc-x0)**2 + (yc-y0)**2 + (zc-z0)**2)\n", "print R\n" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [], "source": [ "gal=fi.FITS('/Users/hattifattener/Documents/ias/mbii/subhalo_cat-nthreshold5-proj+3d.fits')['baryons'].read()\n", "dm=fi.FITS('/Users/hattifattener/Documents/ias/mbii/subhalo_cat-nthreshold5-proj+3d.fits')['dm'].read()\n", "\n", "hid = fi.FITS('/Users/hattifattener/Documents/ias/mbii/cats/mbii-subhalos-haloids.fits')[-1].read()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "17449\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mask=np.isfinite(gal['x']) & np.isfinite(gal['y']) & np.isfinite(gal['z'])\n", "mask2 = (hid==0)\n", "x = gal['x'][mask & mask2]/1000\n", "y = gal['y'][mask & mask2]/1000\n", "z = gal['z'][mask & mask2]/1000\n", "\n", "\n", "print x.size\n", "plt.title('$xy$', fontsize=21)\n", "plt.hist2d(x,y,bins=100,range=((35,45), (35,45)), cmap='Paired')\n", "plt.plot(x0,y0,'x',color='k', ms=10, mew=2)\n", "plt.plot(xc,yc,'+',color='white', ms=10, mew=2)\n", "plt.plot(xm,ym,'^',color='pink', mec='pink',ms=5, mew=2)\n", "plt.show()\n", "\n", "plt.title('$yz$', fontsize=21)\n", "plt.hist2d(y,z,bins=100, range=((35,45),(55,65)), cmap='Paired')\n", "plt.plot(y0,z0,'x',color='k', ms=10, mew=2)\n", "plt.plot(yc,zc,'+',color='white', ms=10, mew=2)\n", "plt.plot(ym,zm,'^',color='pink', mec='pink',ms=5, mew=2)\n", "plt.show()\n", "\n", "\n", "plt.title('$xz$', fontsize=21)\n", "plt.hist2d(x,z,bins=100, range=((34,44), (55,65)),cmap='Paired')\n", "plt.plot(x0,z0,'x',color='k', ms=10, mew=2)\n", "plt.plot(xc,zc,'+',color='white', ms=10, mew=2)\n", "plt.plot(xm,zm,'^',color='pink', mec='pink',ms=5, mew=2)\n", "plt.show()\n", "\n", "\n", "\n", "plt.title('$xy$', fontsize=21)\n", "plt.xlim(x0-0.1,x0+0.1)\n", "plt.ylim(y0-0.1,y0+0.1)\n", "plt.plot(x,y,'.',color='pink')\n", "plt.plot(x0,y0,'x',color='k', ms=10, mew=2)\n", "plt.plot(xc,yc,'+',color='blue', ms=10, mew=2)\n", "plt.plot(xm,ym,'^',color='hotpink', mec='hotpink',ms=5, mew=2)\n", "plt.show()\n", "\n", "plt.title('$xy$', fontsize=21)\n", "plt.xlim(x0-0.1,x0+0.1)\n", "plt.ylim(y0-0.1,y0+0.1)\n", "plt.plot(fid['x'][(fid['halo_id']==0)], fid['y'][(fid['halo_id']==0)], '.', color='pink')\n", "plt.plot(x0,y0,'x',color='k', ms=10, mew=2)\n", "plt.plot(xc,yc,'+',color='blue', ms=10, mew=2)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[14. 16. 8. ... 1. 1. 1.]\n" ] } ], "source": [ "ids=np.unique(fid['halo_id'])\n", "Mm = np.array([fid['matter_mass'][(fid['halo_id']==i)].sum() for i in ids])\n", "Ms = np.array([fid['stellar_mass'][(fid['halo_id']==i)].sum() for i in ids])\n", "Mg = np.array([fid['gas_mass'][(fid['halo_id']==i)].sum() for i in ids])\n", "Ng = np.array([len(fid['gas_mass'][(fid['halo_id']==i)] ) for i in ids])\n", "Ng=Ng.astype(float)\n", "\n", "Mmtot = np.sum(Mm)\n", "Mstot = np.sum(Ms)\n", "Mgtot = np.sum(Mg)\n", "Ngtot = np.sum(Ng)\n", " \n", "print Ng " ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(Mg/Mgtot, color='plum', lw=2, ls=':', label='Gas Mass')\n", "plt.plot(Ms/Mstot, color='pink', lw=2, ls='--', label='Stellar Mass')\n", "plt.plot(Mm/Mmtot, color='purple', lw=2, label='Matter Mass', alpha=0.7)\n", "#plt.plot(Ng/Ngtot, color='hotpink', lw=2, ls='-.', label='No. of Galaxies')\n", "plt.xscale('log')\n", "plt.yscale('log')\n", "\n", "plt.ylabel('Fraction of total', fontsize=18)\n", "plt.xlabel('Halo Number', fontsize=18)\n", "plt.legend()\n" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [], "source": [ "cumMm = np.array([Mm[:i+1].sum() for i in xrange(len(ids)) ])\n", "cumMg = np.array([Mg[:i+1].sum() for i in xrange(len(ids)) ])\n", "cumMs = np.array([Ms[:i+1].sum() for i in xrange(len(ids)) ])\n", "cumNg = np.array([Ng[:i+1].sum() for i in xrange(len(ids)) ])" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 39, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(cumMg/Mgtot, color='plum', lw=2, ls=':', label='Gas Mass')\n", "plt.plot(cumMs/Mstot, color='pink', lw=2, ls='--', label='Stellar Mass')\n", "plt.plot(cumMm/Mmtot, color='purple', lw=2, label='Matter Mass')\n", "plt.plot(cumNg/Ngtot, color='hotpink', lw=2, ls='-.', label='No. of Subhalos')\n", "plt.xscale('log')\n", "#plt.yscale('log')\n", "\n", "plt.ylabel('Fraction of total', fontsize=18)\n", "plt.xlabel('Halo Number $< i$', fontsize=18)\n", "plt.legend(loc='upper left')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.15" } }, "nbformat": 4, "nbformat_minor": 2 }