{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# CCSN Neutrino Luminosity (Obsolete)\n", "\n", "Test initialization of neutrino source luminosity." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "\n", "from asteria import config, source\n", "from asteria.neutrino import Flavor\n", "\n", "import astropy.units as u\n", "\n", "import numpy as np\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup styles for Plotting" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "axes_style = { 'grid' : 'True',\n", " 'labelsize' : '24',\n", " 'labelpad' : '8.0' }\n", "\n", "xtick_style = { 'direction' : 'out',\n", " 'labelsize' : '20.',\n", " 'major.size' : '5.', \n", " 'major.width' : '1.',\n", " 'minor.visible' : 'True',\n", " 'minor.size' : '2.5',\n", " 'minor.width' : '1.' }\n", "\n", "ytick_style = { 'direction' : 'out',\n", " 'labelsize' : '20.',\n", " 'major.size' : '5', \n", " 'major.width' : '1.',\n", " 'minor.visible' : 'True',\n", " 'minor.size' : '2.5',\n", " 'minor.width' : '1.' }\n", "\n", "grid_style = { 'alpha' : '0.75' }\n", "legend_style = { 'fontsize' : '18' }\n", "font_syle = { 'size' : '20'}\n", "text_style = { 'usetex' : 'True' }\n", "figure_style = { 'subplot.hspace' : '0.05' }\n", "\n", "mpl.rc( 'font', **font_syle )\n", "mpl.rc( 'text', **text_style )\n", "mpl.rc( 'axes', **axes_style )\n", "mpl.rc( 'xtick', **xtick_style )\n", "mpl.rc( 'ytick', **ytick_style )\n", "mpl.rc( 'grid', **grid_style )\n", "mpl.rc( 'legend', **legend_style )\n", "mpl.rc( 'figure', **figure_style )\n", "\n", "mpl.rcParams['text.usetex'] = True \n", "mpl.rcParams['text.latex.preamble'] = [r'\\usepackage[cm]{sfmath}']" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load Configuration\n", "\n", "This will load the source configuration from a file.\n", "\n", "For this to work, either the user needs to have done one of two things:\n", "1. Run `python setup.py install` in the ASTERIA directory.\n", "2. Run `python setup.py develop` and set the environment variable `ASTERIA` to point to the git source checkout.\n", "\n", "If these were not done, the initialization will fail because the paths will not be correctly resolved." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "conf = config.load_config('../../data/config/test.yaml')\n", "ccsn = source.initialize(conf)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Simple Plotting Example\n", "This will plot the luminosity for each neutrino flavor over from 0.5 seconds before the core bounce to 2.5 seconds after the core bounce." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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m0/bs2UNDQwOVlVdGnObmZhobG+ns7KShoWHcdQslkxm1J4DdZvaZyT70l0JvATJ+LswPaU8DjTMJaVMo91+vmlpqqeFMOU1ERGS8lpYW6urqaGtro76+Pm0Aa21t5dChQ7S0tNDU1ERDQ8Mk3zb/MqmjdsDMHgAOmtkjJDoQPGBmdcD9JDYZNDvn/iaTAaaEtEMzKHCbel3DJKFuDxCdwSaEnKGlTxERkfSOHDlCXV0dnZ2dNDY2pj2vvr6eyspK9uxZlHr/ozJZ+sQ5V+13DkjOVyZHHwXqnXNTPEE4Y0+TmAFrM7PdEz5rdc5F/Q0G+0jMuLX54W63mdUCjSSWaetJLMUu7j/hLHPe2O9a+hQRERmvq6trxudm47m1jIIaJGbWgANmtpXEM2tHnHPdGY+M0dm0nf7byRaC95DY0BAh0Ry+BWjzw1s1icK4+0gseR4h0eHgqplNg/EzasppIiIic9PZ2Uk0GiUSiYwWwV2MGmsZB7Uk59xJEnXT5o3fHmrajql++JpYxy3KzEt45CxvXFBTUhMREZmLpqYmdu3aRXl5OZWVlVMuk86nKYOamcWBfc65P53Pm5rZHwCPOefmLSjK5FLbRqmFlIiIyNzU1tZy9OjRRb/vdLs+jcQmgYUw7UyZZC41m6ngrYiISLDMpDzHATOLz+cPY5sPliwz229mrqOjI9tDyYinZ9REREQCa7qlxxdZuBm1Jc05tx/YX1NTE+g/f+pOT5XnEBERCZYpg5pzrnqxBiILQ50JREREgiuTzgQSACrPISIiElwKajlO5TlERESCS0Etx6k8h4iISHApqOW41KVPlecQEREJFgW1HOel9PpUThMREQkWBbUcp2fUREREgktBLcelhjOV5xAREQkWBbU0cqUzQWo4U04TEREJFgW1NJxz+51ztmHDhmwPJSOp4Uy7PkVERIJlzkHNzA6b2e+Z2Yr5HJDMLz2jJiIiElyZzKhVAweALjP7qZl9RqFt6UmdRVN5DhERkWDJJKiVAZ8FngFqgIMkQts/m9mn5mNwkrnUcKacJiIiMl5zczPV1dVUV1/Z3ry6uppoNJqFUY2Zsin7VJxz3STC2UEzWwk8AOwB7gXuNTMHNAGNzrl/mY/ByuylhjMtfYqIiIy3e/duDh8+fEUga21tpb29nUgkkqWRJczLZgLnXLdz7qBzrs45FyKxLPol4H6g1cwumdlfm9kH5+N+MnMqzyEiIjK11tZW6urqxh1raGjg0UcfzdKIxsx5Rm0yZnYPiVm1WqDKP/yk//oIUG9mLcD9zrme+by3TC41nGlCTURE5sNvP/3bszp/U+km9t2274rr/3LXX44ea/hpA6cvn57V96Zen4m2tjZqa2vHvW9vb2fv3r3z8v2ZyDiomdkWoB54GIgABrT5x57wl0iT5+4Fvgg8AXws03vL9DSjJiIikl5bWxuRSGTcEudDDz1ES0tLFkc1Zs5Bzcx+k0QY20kinEWBx0k8k/biZNc45w6YWTnwB3O9r8xOaq9PPaMmIiLzIdOZrMmuT51xW0ytra3jZtP27NlDQ0MDlZWVo8cOHDjApUuXaGhoIBqNsmvXLpqamsads1AyeUbtIIln0Z4G9jjnyp1zj6QLaSkqge5pzsm6nOlMoDpqIiIiabW0tFBXV0dbWxv19fU0NDSMC24Ae/fupbm5mba2Nvbs2bNoIQ0yC2r/L1DpnLvXOffkZCeY2T2T1FbbB2zN4L6LIlc6E7gJ5TmcwpqIiMioI0eOEI1G6ezspLGxMW0Aa2xsZNeuXVfMti20TJ5R+x3gZeCrU5zTDHwF+HzygHPuZAb3lFmKe+PfOwdm2RmLiIjIUtPV1TWj85qamigvL1/0ch2ZzKiZ/zOVJ0jsApUsmdiNQN0JREREZqe+vp66ujoaGxupr69f1HtnWkct7X/1/d2gNSSeSZMsmbjUqefUREREZm7fvn1UVVWxe/fu0WfXWltbF+3+s1r6NDOP8eHsoJkdnOoS4OhcBibzY2JJDs9Lc6KIiIhcoaGhYdz7xS7bMdtn1J5mLKjVAidJlOWYTDtwmMTuUMmSiaXTNKMmIiISHLMKas650f4K/uzaF51zfzPvo5J543l6Rk1ERCSoMq2jdmS+BiILY+IMmtPSp4iISGDMuTyHc+6R+RyILAwtfYqIiATXjIKamR0CnHPuwZRjj83wHs459/npT1tazGw/8IWKiopsDyUjKs8hIiISXDOdUdtDYhPBgynHZtqUy5FS8DYonHP7gf01NTWBTjYqzyEiIhJcswlqE1XP50BkYag8h4iISHDNKKhN1stzBs3XZQnQM2oiIiLBlWlngkVhZg+b2Qkzc2Z21Mx2z/C6nf75s7oul1xRnmNichMREZEla85Bzcx2mdljZrYi5dgKM3vKzOL+z59kOkAz2ws0+D97gE6gyT8+1XWVJLoidAJ1wCH/uqsqrE3cPKAJNRERkeCYc3kOoB7Y5Zx7NOVYG7AVeJFE+6h9ZnbJOfdnGdznUaDaOdfuv282sxagwcwOOufSdUbYB7SnFOltNbMq4HGgOYPxBMrEpU4tfYqIiARHJkuftcBoV1Iz+1USDdhbnXM1zrlq4CUg03prT6SEtKRk462aKa67H2iccKwRiJjZzgzHFBjqTCAiIhJcmQS1CIlenkl1JEpxNKUcayER3ubMOVc/xcedkx00s4g/vnEBzznX5v86VcDLKRMfSZtYrkNERORqZWYz+smmTJY+o4wPYbX+6xMpxyKkb9qeiToYF7wmKvdf0907Mu8jWqImbh6IqzyHiIgIEIzJi0yCWhNQb2ZRoIpEaGtxzvWknFPLPPcD9TcJ7CXxjFw60wWxVWm+ez/whdRjQe9MoIK3IiIiwZXJ0udeEs+gfY7Ebsw2Es+FAeOeWZv4nNic+UuaLcAB59zBGVySLrBdmuygc26/c85SfzZs2DDX4S4JE59JU1ATEREZ09zcTHV1NdXVV9bxr66uJhpdiIXBmcukKXs3UG1mW/33Jyec0grUOeeezmB8o/yQdhRods5N174q+U+1PPWg/x2pn+e85MpnXtiIxZ06E4iIiKTYvXs3hw8fviKQtba20t7eTiSS3aelMi546wc0Z2afNrPf91+3OOe65zmkPQ00ziCk4e8STS7JpkpuIpjX5dilLLnrMy+c+KvWjJqIiMh4ra2t1NXVjTvW0NDAo48+muaKxZNRUPML3H4ZOEHimbUD/usJM/tfqcVwM7hHMqQdcs4dmMWlTwAPTzhWD0Sn2ISQc5LBLD9k496LiIjM1elHPsvpRz477tiFv/orTj/yWQaOHRs91vvcc5x+5LN0fu3vR4/Fo1FOP/JZOvZ9btz1Z//kTzj9yGcZPnVq9Fj3t7/D6Uc+S/e3vzN6bPjUKU4/8lnO/knGNfVHtbW1UVtbO+59e3s7e/dOWVt/UWSymQDgGWAniQKyLSTKYVSSeFbtfv+z6zK8x9MkynC0TdJVoNU5F/U3GOwjMeOWDGENwMNm1kTiObmdwG6m3oSQc8aWPjWjJiIiMlFbWxuRSGTcEudDDz1ES0tLFkc1xua6NdXMvgj8AXDvZEucfqh6Aviic+7zc7xHBOia4pQ9zrlmv4Dt0eT7lOt3kghsNSRCZOMMNyGMqqmpcUeOBHeldP+3XuF0Zz9rVxRyvmeIRz5axa1byqe/UERErmqvvfYaO3bsyPYwFtyBAwc4fPgwTU2JMrB79uyhvr5+3Axb8rxLly7R0NBANBpl165dNDU1UVk5ebnYmfzzM7Ojzrkpa7tmMqNWS+LB/kmfQ/MDVCuJmmdzCmp+e6hpK835s2hXnOcfr7vyiqtHcgYtnFz6VFN2ERGRUS0tLezZs4e2tjYaGxtpaGiYNHzt3buXqqoqHnjgAfbt2zdlSJtPmTyjtpMJlf8n0eafJ1mSDGp5ocRftVpIiYiIjDly5AjRaJTOzk4aGxunDF+NjY3s2rUrbZhbCJnMqLUyfQirJRHWJEuSnQjyw4kZNeU0ERGRMV1dUz1hNV5TUxPl5eWLWrIjkxm1ZqDOzH5vsg/9Z9huAQ5lcI+sMbP9ZuY6OjqyPZSMJJ9B1GYCERGRuauvr6euro7Gxkbq6xdvX+Kcg5r/UP6TwJfM7LiZfdmvo/ZlMztOonNBq3PuT+drsIsp2aUg8J0JvPHlOSb2/hQREZGp7du3j6qqKnbv3j26yaC1tXVR7p1ReQ7n3B4zexj4IleWvdjnnPtSJt8vmZtYnkMTaiIiIrPT0NAw7v1ilu7ItI5acmbtoN9KaifQ7px7MeORybwY3UwQ1oyaiIhI0GQc1JL8VlIT+31Klo0tfeoZNRERkaDJuNenLG0TZ9QU1ERERIIjoxk1M/s08AAQAdKVu3fOudsyuY/MnXfFrs9sjkZERERmY85Bzcz+gMQmguk6BygaZJGXrKOmpuwiIiKBk8nSZ3KX5x6gzDkXSvMTnodxyhxNnFHTZgIREZmpufYDv9rN5z+3TJY+K0k0OX9yvgYj82+shZQ6E4iIyMzl5eURi8XIz8/P9lACZ2RkhHB4fuapMplRy+nWULnQmcA5NxrMVJ5DRERmY9myZfT29mZ7GIHU09NDaWnpvHxXJkFtH3C/mX1wXkayxORCZ4JkKDMzQqZn1EREZObWrFnDhQsX6O/v1xLoDDjnGB4e5uLFi3R1dVFenm6P5exksvS5lUTdtDYzOwocTXOec879Vgb3kTlKTp6FQ4wGNf1vTUREZmLZsmWsW7eOs2fPMjQ0lO3hBEI4HKa0tJTNmzdTWFg4L9+ZSVD7HInn1ABq/J/JOEBBLQuSs2fhkOE/okZcSU1ERGZo5cqVrFy5MtvDuKplEtT2zNsoZEEkg5qWPkVERIJpzkFN/TyXvtGlTzPCyTpq2kwgIiISGGohlcOSmwlCBv6EmjoTiIiIBMiMZtTM7BCJTQEPphx7bIb3cM65z89lcJKZ5C6dUGhsRk3lOURERIJjpkufe0hsCngw5di+GV7rAAW1LBibUdMzaiIiIkE0m6A2UfV8DkTmX3LyLHXpUzlNREQkOGYU1CZrE5XrmwnMbD/whYqKimwPZc5Sy3OE/aSm8hwiIiLBoc0EaeRcZ4KQlj5FRESCRkEth43OqNlYwVuV5xAREQmOjIKamX3ZzC6ZWXyKn9h8DVZmx/MSryEjZTNBFgckIiIiszLngrdm9hXgYf9tOxCdlxHJvPFSynMkg5rKc4iIiARHJi2k7ge6gErnXPc8jUfmUXzc0meyKbuCmoiISFBk+ozaEwppS1dqwduQ/zetCTUREZHgyCSoHQHK52sgMv/io8+opSx9akZNREQkMDIJao8AdWb2mfkajMyv0WfUjLGm7ApqIiIigTHnZ9Scc+1mdhA46L+m21DgnHO3zfU+MnepBW9VnkNERCR4Mtn1+UXgDwA/AlCV5tRAJoOc6EwwydKncpqIiEhwZLL0mSzNsds5F5riJzwfA11sudCZYGzpU+U5REREgiiToBYBDjrnvj5fg5H5FU95Rk3lOURERIInk6DWNm+jkAWRfB5N5TlERESCKZOgtg+438w+OF+DmYyZRcxsp5k1mVnjDK9pMDM3yU/LQo51qUmGMpXnEBERCaZMOhNsBU4CbWZ2FDia5jznnPutudzAzHYDTSR2lFYCB2dxeRTYM+FY51zGEVTJ59FSy3No6VNERCQ4MglqnyMRngBq/J/JOGBOQc0512xmZc65qJl1zeH61rncN1e4lPIc/oSaNhOIiIgESCZBbeJs1YJwzqnZ+xzFU3Z9hlWeQ0REJHAyKXj74nwOZKGYWaVzrj3b48iG1KXPsTpqSmoiIiJBkWlT9qUsYmYngBP+RoKmbA9osSUzWThkhJItpDSlJiIiEhi5HNQAmoEyoBqonW7XqJntn7hTtKOjY1EGuhCSM2pmKS2klNNEREQCI5MWUodneOrhue76zMAhoCVlM0Gb3490r5ntS/fcm3NuP7A/9VhNTU1go834Xp9a+hQREQmaTDYTVM/bKOaZc26yYrzJYFkDXBW7QZOzZ2Gz0fIcCmoiIiLBMeelz6n6e5Jo0P4loAvYNV+DzVC5/3rV1FJLhjIzRstzJBu1i4iIyNK3IM+oOedOOuf2Ad9ij0EAACAASURBVE+TqLe2qMysYZLDe4Bomtm2nJS69BnW0qeIiEjgLPRmghagLpMvMLNKM0sW1i2f8D75eaOZ7fTfR4DdZnbUzB42s1p/x2ct8FAmYwmasfIcekZNREQkiBY6qEWAnXO92A9fJ/yfCLA75X3qPR7G75LgbxSoBo6Q6Efa5J9T7ZxrnutYgiiZyUIpnQmcUxspERGRoMhk1+eXpzmlnESwmnNnAX+Z0mZ7jh/W6ud631yRWvDWzDAznHN4DsJT/lMVERGRpSCTXZ8zDUL7MriHZMBLaSGVeIW4SwS45C5QERERWboWujxHu3OuO4N7SAYmBrVwyIh7Ts+piYiIBETO9/qcKzPbD3yhoqIi20OZs7hfiiM5eaYNBSIiIsGyoJsJzGyFmd28kPdYKM65/c4527BhQ7aHMmep5TmAsX6fymkiIiKBsNC7Pj8PHF3ge0gakz2jlnpcRERElrZcb8p+VfOSuz79hDZa9FZTaiIiIoGgoJbD4im9PiFRogO09CkiIhIUCmo5zLmxOmqpr1r6FBERCQYFtRwWn7j0GdLSp4iISJAoqOWwZB4LaelTREQkkKato2ZmKzL4/kgG10qGxspzMO5VS58iIiLBMJOCt10LPgpZEMklThstz5F4jWtKTUREJBBmEtR6gKvuv+y50JnAm7DrMxnUNKEmIiISDNMGNedc2WIMZKlxzu0H9tfU1AQ21sSvKHhr446LiIjI0qbNBDlsrOBt4r3Kc4iIiASLgloOm9hCKlmewymoiYiIBIKCWg6buPRpo5sJsjYkERERmQUFtRyWnDhTeQ4REZFgUlDLYXGV5xAREQk0BbUclgxkKs8hIiISTApqOcyNdiYYH9S09CkiIhIMCmo5LLmZwM9no+U5VEdNREQkGBTU0jCz/WbmOjo6sj2UORvtTJCcUVN5DhERkUBRUEvDObffOWcbNmzI9lDmzKXrTKDyHCIiIoGgoJbDkpsJxoJa4rieURMREQkGBbUcNnHpM/nqqTyHiIhIICio5bDRXp/+TJqN7vrM1ohERERkNhTUcthor8+Qlj5FRESCSEEth8X9PDaxKbvKc4iIiASDgloOG51Rm7D0qfIcIiIiwaCglsO8Cbs+wyrPISIiEigKajlM5TlERESCTUEtjZzsTGAqzyEiIhIkCmppBL0zgXMupTNB4lhy96dymoiISDAoqOWo5Oqm2dgmAi19ioiIBIuCWo6KT+jzCSmdCRTUREREAmHJBzUzi5jZTjNrMrPGWVy308yOmpnzX3cv5DiXGm+SoDbWmUBBTUREJAiWdFDzw1UX0ATMOGiZWSVwFOgE6oBDQNPVFNY8vwRHchYNxpY+VZ5DREQkGPKyPYCpOOeazazMORc1s65ZXLoPaHfO1fnvW82sCngcaJ73gS5ByaXPlAm10TpqmlETEREJhiU9owbgnIvO4bL7gYnLpI1AxMx2Zj6qpS8ZxlJn1EzlOURERAJlyQe12TKzCBAB2lOPO+fa/F9rFn1QWTCxKwGkbibIypBERERklnIuqAHl/mu6mbjIYg0km7wJDdkTvyc/U1ITEREJglwMatMFsVXpPkh2I0j9CWpngokN2SG14K2CmoiISBDkYlBLShfYLqW7INmNIPUnqJ0Jkkuf43d96hk1ERGRIMnFoJZc8ixPPeg/u5b6eU4bXfqcrDyHcpqIiEgg5FxQc861kwhjVRM+Sm4iOLK4I8qO+CRLn8nyHE5LnyIiIoGQc0HN9wTw8IRj9UA0ZfdnThtd+pykM0FcS58iIiKBsOSDmplV+p0GAMonvE9+3jihPloDiZppTWZWa2Z7SXQ22LeIQ88qb7TgrcpziIiIBNWSDmp++Drh/0RIhK3k+6QIidmz0fDmL39W+581AQ8A9c65g4sz8uyLT7qZIPGqXZ8iIiLBsNRbSLUBNpdz/ON1V15xdRirozZ2bLQ8h6bUREREAmFJz6jJ3I3VUZukPIdymoiISCAoqOWo0aCWMqWmpuwiIiLBoqCWRrJLQVA7E8S9K8tzmJ5RExERCRQFtTSSXQqC2pkgmcXCky59KqiJiIgEgYJajkrOqKk8h4iISHApqOWo5KzZpOU5lNREREQCQUEtR00a1EJa+hQREQkSBbUclZw0s9Q6airPISIiEigKajlqsl6fYfX6FBERCRQFtRwVn6TgbfJXp6VPERGRQFBQy1Gel3gNTfKMWlxBTUREJBAU1HLUWAupsWNhPaMmIiISKApqaQS+M8EU5Tm09CkiIhIMCmppBL8zwZUFb0eXPjWlJiIiEggKajkq7j+jNnkLqWyMSERERGZLQS1HTfaMmjoTiIiIBIuCWo5KhrHQJEuf6kwgIiISDApqOWq0jlpIS58iIiJBpaCWo5JhLJzyN5zMbKqjJiIiEgwKajlq0qVP/3eV5xAREQkGBbUc5U3SQiqkXp8iIiKBoqCWo5JZbHxQG/+ZiIiILG0KamkEvTNBcukz9Rm1ZJcClecQEREJBgW1NILemWCypU8zw9RGSkREJDAU1HJUfJKglvpez6mJiIgsfQpqOWps6XPyoKacJiIisvQpqOWooVii2WdB3vi/4pD/Vt0JRERElj4FtRw1MBwHYFl+eNzxsRk1BTUREZGlTkEtRw3GkkFtwoyalj5FREQCQ0EtRw2OJJY+r5xRS7xqM4GIiMjSp6CWowZGEjNqRRODWkhtpERERIJCQS1HDY5M94zaog9JREREZklBLY2gdyYYTDejpqVPERGRwFBQSyPInQmccwyNPqM2/q84rKVPERGRwFBQy0HJjQSF+SFsQmeC5PuYZtRERESWPAW1HJTu+TSA0mV5AET7RxZ1TCIiIjJ7gQhqZrbTzI6amfNfd8/gmgb//Ik/LYsx5mwaq6F2ZVBbv2IZAOd6Bhd1TCIiIjJ7edkewHTMrBI4CrQCdcBOoMnM9jjnmqe5PArsmXCsc/5HubSMdiXISx/UznQrqImIiCx1Sz6oAfuAdudcnf++1cyqgMeB6YIazrnWhRzcUpR8Rq2o4MoJ0/UrNaMmIiISFEFY+rwfaJxwrBGImNnOLIxnyUsWu51sRm2dP6N2VjNqIiIiS96SDmpmFgEiQHvqcedcm/9rzQy/p3Keh7akDSVrqBVcGdTWlhZiBpf6hhiOeYs9NBEREZmFJR3UgHL/NZrm88g010fM7ARwwt9I0DR/Q1u6kpsJCifZTJAXDrGmtBDn4ELv0GIPTURERGZhqQe16YLYqhl8RzNQBlQDtWY2cRl1VLIbQepPEDsTDAz7xW7zJv/rHVv+HFi0MYmIiMjsLfWglpQusF2a4ppDQJ1zbp9zLuovlx4EHvaXVK+Q7EaQ+hPEzgSDUyx9QmqJDs2oiYiILGVLfddncsmzPPVgStBKtySa+hxbqsP+aw2Jch85abSO2iSbCQDWrVSJDhERkSBY0jNqzrl2EmGsasJHyU0ER2b5lcnAl9O11EbrqE3yjBqo6K2IiEhQLOmg5nsCeHjCsXogmmbWDEh0Jpjk8J7prssFQ7H0ddRgLKipRIeIiMjSFoSg1kBi92aTmdWa2V5gN4lCuECi/IaZNSbrqvlLo7v9dlMP+9c1AbXAQ9n4Qyym5DNqhWmWPiPF+RTmh+gbitE7FFvMoYmIiMgsLPmg5i9/VpPYUNAEPADUO+cOppwWITHrVulfE/WvOUIi0DX551TPoO1U4CWXPtNtJjAz1pZqVk1ERGSpW+qbCYDRjQF103xuE45FSSyRXnWmasqeVLFyGac7+znXM8i2tSWLNTQRERGZhSU/oyazN10dNRjr+amdnyIiIkuXgloOSs6opVv6hLGit9r5KSIisnQpqKWR7FIQtM4EzrnRXp/pNhOAdn6KiIgEgYJaGskuBUHrTDAU83AO8sMhwiFLe17qjFosrubsIiIiS5GCWo6Zrn1UUlFBmI1lRcQ9x+G3uxZjaCIiIjJLCmo5ZnDE30iQP/1f7T071gHQ+to5nHMLOi4RERGZPQW1HDMwMn1pjqQ7KstZXpjH2xf7aL/YB8BwzOObL73HCycu4nkKbyIiItmkoJZjBmcR1Arzwtx13RoAWl9NzKp99fmTfOulDr763En+8Duv8mpHz4KOV0RERNJTUMsxo0Ftih2fqe65YS0GvP3WqzR97/u8dPIsywrClC0v4HRnP3/2vTf4/54/yYg2HIiIiCy6QHQmkJkbGN1MMIMM3t9Jefsz/O7QdxmJdsBFuN6MzZu3UvL+T/C94Q/y7Z918MO3LnL+8hD/8e4qSpflL/CfQERERJIU1HLM0Ohmgmlm1OIxaPmv0HeBawtivBxazkBoOTdHBijzOqG4jF+6oYL3XbOCv3j6OMfPXeaPvvMaN25YgXOOooIwtTvWsaqkcBH+VCIiIlcnBbUcMzDTpU/nwQ2/BKdeYPn7Ps1AdB2lxcso37QCoqegbAsA165azh9Wvcn/PG78uHcLz755YfQrnjt+kd+4cws1W8oX6o8jIiJyVVNQS8PM9gNfqKioyPZQZmX0GbVp6qiRVwDXf5zOI52sLN3GPRtKxz5bVTX2+9mfU/LGk/xvGL+w/d9yfvUdmBk/Ox3lZ6ejfPn7J/jw9m7+3R3XkhfWI48iIiLzSf9lTSOonQlG66hN0pDdOUfPPz/F5WM/Yzg2jHOOvuee59wf/THewMDkX7juJrjpU4Rx3Hjq7/noiS/xkUtN/M6mdn7t1vXkhY3nj1/k7154W7XYRERE5plm1HLMwBSdCWIXLvDq1/6Ks64T9x/u5BPv+00Kt28n/9rN2LJlk3+hGXzwQVi2El78GkTfgeg72MkfcPfq69jysX0ceOoNfnTiEmtKC/nEzdcs5B9PRETkqqIZtRwzVR01y8sjdNcdXNhayPCZFwmdf4k1/8fvcurOrfxF219wvv88sUuXiHVN0lLq+o/Dr34V6v5vqPkMrLgGdvwKW9eUUP+RKszgWy918MJbFxf6jygiInLV0IxajhmaYjNBXnk5t31mL7d94wQM98LmOwD4p9Pf473e9zjwwz/m3z3jWB1fxtrf/33y164d/wX5y2DNdYmfqnsgnPjX5+ZNEX7jfQX87bEh/vaFt8kLh7htqzYYiIiIZEozajlm2jpq519NhLQVG2DlJsyM/7TzP1Gzrob48BDH+o/T3vcOrrRk6huFUzL+e0f58PED1Jcdxot7HHz2BD9I2R0qIiIic6OglmOSmwkKJ8yoOc/j2PPf4NVjzQw5DzZ/KPH8GbA8fzn//qZ/z56bf522f30d3727hD9q+yI/PvNj4iPDdH/zm8R7pmgl5cXBedza/wN+e82LOM/xP154m+8eO6MNBiIiIhlQUMsx6TYTjHSc4cJ/+0te+9tvc5YR2HjruM/NjDuvuZPfu+0PKN24lc7BTr726tf4u8d/h9PffIILf/3X6W+66Ta483cwQtzS8wyPRloocEN8ve1d/vKZt+gdis37n1NERORqoKCWY9JtJugf6Obsmjyiq41rbBms3DTp9RtLN/Lo7Y/y6zf+OquKVnF8bZwjZV1889qLvHrpVZxzxLq6GHjlFVwsJYBdeyd8+Hchr5BtA8f4w2V/zzV2gZdOR9n/rVd489zlBfszi4iI5CptJsghzrm0ddTeK3f86BNbqRxYS175zvHPmE0QshC3VdzGznU7eaHjBZ5a/xTdQ928/NJfc+v6W/lk+yp6vvtdSj76EcoefHDsws23Q2QTPPfnrOk+zaMrnuLP8x+m/WI/Df/0Oh+5fg2f3rmRkkL9ayciIjITmlFLw8z2m5nr6OjI9lBmbDju4ZwjPxy6okvA291vQyiPrTs+nZj5moG8UB53bbyLL3zoC3xy2ycpKSihKlJFeOUK8tavI7p1Nd9865uc7jnN0PHjXPxKIwOnLsF9fwzbaimq+TX2fXwHv/zBCooZ4PnXO/gv33iZp187x8BwfAH+CYiIiOQWTW2k4ZzbD+yvqakJzNPwo7Np+eNDmovFOH32TQCuXXHtrL+3IFxA7bW13L3pbjw88q/Jp+Suu/jGm1/n6VPP4DmPj7aNMPDSS7g1Zbgbqii+7SG8/n680+/wyQ9s4u6eb/Pey9/nB/238fUf1fBkWwl3VK6idsc6NkSKMv/Di4iI5CAFtRwylOb5tKF33mHr//OPFG8oYOsHihO7NEPT9AKdRDgUJszYdTevuwUPxy1rb6H03pXkrV3Dz1Z088Rzn2NbZBs3dxSw9hsvULbzNtZdd56V5Y4Nfc9x4Xwrxws28Xb0Bv78levZvGU7v/iBCqrWlGD+TlQRERFRUMspA2mC2sUz7QyHHWYDRL73X+Ge/wIVH8j4fltXbmXryq2j70vvvpsLx7+Bizre7HqTvtOdbOcc7/Y/y9DKnWxZeTtbj7/Oym+9xI6SKB/4cAddnU/xg+GPc/DFaylZv4b33Xgt1VvK2VxerNAmIiJXPQW1HDK29Dk+qL1bWcL3PvN+bjlzMhF+SisWbAyf2v4p7t1yL69eepW3rnmLt6pP8V7Pu7jL73Ia+DkxqlcW0xMJcXRdiDWDMW7cuIMt/+1/YYODnNz1Qey5MzxbvIm13jLWrqlgwx0fZu2GtQpuIiJy1VFQyyFjpTmu3Ejg8NgcchDKg+JVCzqO5fnLuXX9rdy6PlGrbSg+xDs97/B2z9ucWnuK17dfT1d/J/F4P+cJsbf6Drr+1et0nr3Ij1c9zyuD5/l0z8+p+Gkv1jXMy4dLOH/NWkLl1RTxATaeOk6k5mY2Xl9KYekqXP4KYv1x8soiWEHBgv7ZREREFpOCWg4ZLXY7YUbtVM8piA9xrRVAyToILe5m38JwIdvLtrO9bPu440PxIS70X6CgdCXr/vf/zDog/IN9hHtK2bbyXzES/Qmx0+/x0qo+flZwit6BKNtfe47q17s51vU8+W+eIWJh1nc7qp7rg0gx/PL7WVW6jqKbf438wy+Tv6yQ0ltvIhSOQ0EJ8ZhhBcuxYi2tiojI0qeglkMmK3bb136CbY0tlG4Is+mGFQu67DlbheFCNpZuHHds/11fJDoUJVIYwe76LQDePfFd4qd/ynt9XVzK7+H5dcVcKnaMFOYTJsY6hqA4RrToMj/sPQK9sOrsDu759ncoMMexjgIKvBPcFV9OeVsv8Y5BYneuZ+i61axccz2laz6G9+MjLLthByVl56GgFJdXzNCZKOHyNeRvqoTCUsjTbJ2IiCwuBbUcEu0fAcbPqJ09/hJF3UOsKi9mmYVgxdIJapMxM8qWlY07dl/VL3Ff1S8B4DmP7qFuuoa66Bro5p3oBc70dvLmnRfo6jtPfv8FeoejlIav5ee3fJT8wX5+zvMMhTw29Bdy3fBl8rw4Px66wA+6zjDYfYI1z/yQj750geOvlHNpRyfLLczKAbjtn3thWYgzv7yKEgtz0y2/Rf6/vE0o2smy+24i1HeM5YUrGenoZ+hsL8u2b2FZ5WbIL8bb+AuMnDlDuKSEPOtO/EHyCsd+woUQLlj02U0REQkWBbUc4Zzjp293ArCjYsXo8S33/AqFlZUMvHwIBk9C6fpsDXFehCxE2bKyRJhbCdVT/HE87w66+oc5euYuOnrOU5i/jTc/nE93Xz+vXXqG4YHXGIgPcHrdEN+rCdGzPMRgaCUh4qxww6wsDzNSAM/HegkTZ8NPT3HLj1+npC/KC5F2Okpe5+NDpez8eQzv7T7OvLOMp844CsLLKMi7ldu/9RKDG9fQeWsPRbEBii3E+m93EnYw8vE1FBaE2bTjU+R1b2X45EkKP7iFUO+PKcwvweuLM9TRTf6aVRReew2EC3BV9xDr7MEKC8mzXogPQ0EJFBRD/nKFPhGRHKSgloaZ7Qe+UFGxtGegkk5e7ONc9yArivK5ccNYUAvnF7Bx+y2wZQdcPgPF5Vkc5eIKhYxVJYXcu/3mST69fvS3oVicaP8wF/p6uNR/mUv9l+nsv0zXzb30DPWyZqiPy0O9xKnmp/fdgtfbx5niH9MbGuEnBTfRs8GxsvA8x1f38iodOM8oOH+C0mWDXBw5zyt9w+QRw5zHg32DhBx8feQCxOH9r7xB1bEzlL/9Bm9Gy/lR5AVujxfz8bfzGXqxi8HNhTxxu1FohnfyCB/+7z/BLSvk3U9GWH75PZYRYvUPohR0xRn66GrCqwqo2FBDWdF99P3wh+S/fxv9I89QHC5gxVCYnmPnCZeVUXrnzdiyUtj8IfrfOI2LxynaXEYo1g15hcR6h3ExCK9eR2hFGYQLcX7tPT3bJyKyeBTU0ghaZ4IfnrgEwB2V5YRDk/yHNH8ZlG+98rhQmBdm3Yoi1q0oAtZNe34s7tE7dA+XB2P0DsUYinkMjcSJDPWxpa+T7sEBeob6ObdjgL7hASLDA/SPDDIwMsD/+OQgebEBegtDeG6Y4fhOzq4Psbx0I+8WdnCWzbzIJqyojLUb3+ZcGbzk3sM8x8A7r7HGehmJ99N6qY9lboCQi/Ox/kHKBuM8M3CBrv4Q20+8xob31rH5pTZOdl7ghS0/ZLNXwK+fLyH2w4u4FXl8qehZ8jH6XrmeX/pmByX9MX7yK6sp5Bz5GFUvDrD2xDDnbinm8rYi1heu4QNb9zH01YPk33QTb2z8EUUOfqFgFee/8waEjM5frMIrXkHextuxN/uwcxcpuLmKgrwLhEMFuPOX8drPUXjNOpbv2E44XEC44jb6jhwlVLSM4q1lEBuGUB5Dp8/gYh4F115LqHg55BcRHwGvv59wcTGh4mIIhXDOQSwGeXkKkCKSkxTUcsBI3OPwycSy551Vq0eP9545TetX/k+Kd9zEvQ/uy9bwck5eOESkuIBI8cTNBauAzWmv8zyXCHWxuB/uEr8PjngMx/3X2GcYHEl8PhiLkzc8yEcGL9EfG2QgNsgb/2aIwZFByuNDDMYGGfGG+UbtEOHYALE8RyzkMcBWzq7ZyBsfWkN3UQ8Xw+cYDJXzP1e+jw3vP47LG+QcrxJ2cXp6hzi2OkzREBwbGiAvHCaEx3Ae9JcYr4RHeG84zrqBMC88/QZ3dHTzHu/yfPFxijyjtOsieW9fxAy+3NFFT9jR+e7PueuFAa4908f3L62gf3UXAJUnY9zy0ggnt4Z56VwBRS7ELev+kh1fO0i8pJRv3/UWI7FuHh4up/DZTlz3CIfvLuL4KsfI8muoOLmSbUff5t2d19C//iRhM0q7HJXPdDNcVkDHfWsJh8J86Pb/SvzvvoUN9HP+42uJXn6VDyxbS9HLnQye6mTwlgrObS4mVFROuOj95D17BNt8DaGKbsKhMGZ52LOvE8rLJ//uW8gLF1BWsRN3qodYZyfhqgq8cBeFeUVYZz/D754lvG4thVuuxcIFuKI1DL55nFBhAYWrCwAH+cWMnL+E8zzy167FChLPKHoxhxsexgoLCRUWglkifDqHaSlbRFBQywnH3o3SNxRjU3kxm8qLR493vHaEgldO0jvYC2v/GNa/D278RBZHenULhYyigjBFBbNv3zUV55IB0A+BIx6ec/5nEPN+laGYx3DyJ+7xn4fjDHvDDMdH6H/fEL1DQ9w1NEjfyBAj3gj9FSMc80aIeTFWeiMMuyIK11fy3PYbGBruI+at4HLc47+vrqH03kuEvTgXCl7GXDfminl12yCnNgxwqTREmOVAnLORQX52wwCXImF6XT7DLsSRjn4G115HLL+Ad0faiZPHG0OrWF8cJ48hjpvj9fgQfb1ddF3uIxwe4NW+DjpH+gBH+ZBHiRuhy4vxTN8ZAH76zKv8wiunKBgapGXzW3QWvsO/7ivlhpcHCZ0Z5OdF7/LdeJyRUCHFF37MfT88w8mNJbxa3Y0B5jk+/S+DOINvlDwHBjcv/wSVP42x8nQ7x+4soW3FEe6KLeeut4zYz7vp3FrI39TECGEM59/IJ79+nMHlBTx/X4iCWB95zrjj6X5Kuz2O7ipmMJLHTWW3sa3zVvKffZrumkp+UvIUm6yIe7pL6Wl9F1tVSEttMSGMkcpdXPcPRwgPjdDxi+sIDZ4mFMqj7Nhlit8bpHfnGoa2lLF2xWbeV/Egvd/5DuHKLRyLvEhhuJAPlVbR+Y/PYSE4dfc1jHgxQus/QP4rFwid78Sr3k5o2QAhDHvvIqHjHdjG1YSv30x+XhGbN9XS++yzhIqL6d2xGs+Ls3b5OoaPvYrX10d821q80DChojK8vjDuwkXy1q+lILKc8LIy3PAIsXdOEy5eTuGWLaP/7g6/+y44R/6GDVg48b+L+OXLuOFhQiUlifAKuOFhvKEhLC+PUFHR6L/3bngYM1P9RMlpgQhqZrYTeBzYCbQBjznnmhfquqB54a3EsueHqsYXsr3m/XcQ/83/iDd4Gs4eSTx0LjnHzFiWH/bLsuQv0l0/DEDccwyOxBkciWP2bwiHjJCB50HM84h5jpjniMcdI55HLO6IeR5xzzESd8Q9R6zuJmJxx/UjexiKDZNvy7lwjxH3PDYOXqI81seIF2OkMsbFe2JE4jFKvBgj8WHi64f5wfXDxOPDrPBieN4w+fnbOPKpKryREQbCx8jzOjgSupb2m6FwRz9nl0ex0EVCGN0rS/mX2yvoXxbG6MLhgYvxs/dFMefhuRKci9Peu5LuFcsp3VTCac4x7JXSESvnRGEBxesL6SiFXq8HcET7+3hzVQGDBWE6huMUuBDmPK4thsuecRKP3tgI/Wd7aD/VSVWv4+R7Fzm2tY/ukRGuOztMeHCQ4b4Yz/b1AtDxxgv8+nsdFA57fOPMJQrDPQDcenGELefiHD53mbcLw6x9712+83wVt//oMO++cZYfVj/DcheipCtC3gsXsJDx1fX59IY8oqeO8tHnernmXD/PREsZWBUFg20nYtx8bIS3KvM4dimfYhfm2tLVVD/xNYZKVvKPH3mFYdfH7/SVs/zZLuiL89SuAo6tijNYsIobXs/jfa9c4mfvX8HpLYmZ/rJLHh/5wRCd5WH+5e4SjBC3nklpnwAAFulJREFUrv+/2PEPzYQHB3jq4wWcDZ/mPrZy3eGL5J26yOu3Rnh2yxDxvBJWXozwoe+/xZktZbx9yyAhIBx33PXkOVwoxI8e2EQolM8HNz1ARctxwieP83btNl5ffoId+RXc8NYw7ievcvn6tTx7cx5YHvHCbXzw0LMMryim/b4KQi6OWR6V33uTwp4h3r3veuJlRVStvZVr3y3GO/wThm7ewssr32B9finVgxF6vncY1pbz0ztXEwrn48q3Ufb1ZwkNxYh+7CYsPIIRovjFkxScvsRg9TZGNq9lVUkF2+x6+r//fWxjBa9ujFIYKqC67Eb6vt1CKC/MqY9WMeLiWFEZ4aNvErrYhVd9PRYpBgsRevc8oTffgU3rsR3byAsXsH3FDfQ++xyh4iLO37SWmBdn64prGT7ShtffT+/7tzNYFMIw3OkOOHuB0KYNhDdUJB4d6O3He+skVrKc/O3bMDNWLVvFyOtv4OIeI1XXEA9BSX4JnL9I/PJlvNVleCVFmBmur5/4xUuEly9PzBxj4CB+5iwWClGwYQOGYWbEo1G84WHCkQghP2h7Q0N4/f2ECgsTjzcAzvPw+vqwUIjQ8uWj/xfIGxoCwAoKRh97cJ6X+P9OQ6GcehRiyQc1M6sEjgKtQB2J0NVkZnumCl1zvS5oov3DHHuvGzO4Y+v4oLZ8TQU7PvYg/OwQvHIESjdkaZSSq8IhY3lhHssL5+P/lKyZ5NjGSY7Nxl2jvznnB0Mv8Rp3Ds9/7/nv454bDZmec8S9RBiNew7P+eeOnpe4ZsRzlHuO/xD3iLk4sbjHyO0x4vE4/3979xpcxXnfcfz7nIvuEkfiYhBggjC2sR3HEdiJndLgGJxbm6QNdqYvMpOZTvG0nbzpdMzkXfKmM/hF+xo6fdNppsUinWam8UwKdiZOHDsO4NiOjbFBNiaAACEJXc9ld/99sXvg6AKSzlmhFf59Zs4ctLvPs3sePSv+57ltV+Dj+X64/T6f0cDnXt8jsIAMTWS3tHBh15Pgj7G++ARYlhc3dMCjPkWvwHLvFL4FNLosv/mLIub7NGcDnJWwwOPkZ0bovXeCiYYM9RkYJ8fEyvW88sXd5Oug1Q1TB7zWspGWz/WDgTFC1jyyfgfvbirwcWeeUrNHa9CMORhvL/D+lgKDuSzZoI6UZegd9sh0dVPK1lPnfUgWn0GvCVvlQd4YTqUp+QFjxUY+rkuTvqOVvroMnpcmhUfBGReXO4ZbDb+UB+DE+RGaMm1k6+oYGz9Dse4KmdEiqXwRXIH8RJ7BvEc+NcbImEd/qsj54jBnJ4YASPnGQxQJgPdHzwIw+M5J7jt7lVVXxnn7zLu8v+oEy/In2XgaUgOjDF+4xO/X+phLM1Dq587+CwxPZHjtfC8ZC5c3yvUVaBsxXv/jJYaHU5z4aIA1H9zL3e+d5NTEZY5t/i2bSnUsO9dA+q1BirkMh3JhC/Yf67r43u/+SH0x4Ker3iSTGQPgkWMlNpz1ed3e4MylNCuCO2jt/yseee1FLqzt5OWtv6TFUjQP5Mj8Igyo93sZxlJGf7aTJ349wrqL47x0qZmJ5cM4ooD67RIfdGV4szdLo2VZnvkntv/038m3tPHCjj9QIM/fj3TQ8sogjHq88KU63lpuDGdXcP8J47MnBvn9p9s4u/EqASk6rgQ88fI4/R1pXtrRBDgeWP4jth78LzLFPD//colzmXN801vH3ceGSZ0d4u2tLbzQNUEp1UT7xWae+PV5zqxr5tjDAQ5IBwG7/3uIIAU/+XY7OMfnln+XLb88S/PZXn6/Pcdrre/wObeORz9IkXnjQ/o25/jxQwWCVBpKq/jW/5xkrCXLS19rJ42Pw/HEC320Dnv88iurGW2v4+5lj/HAB+20vf4rzndv5Bdr/8D6dDu7rnaSfuE1Sqva+PHjKVLOMd66kS/953GyRZ9X/3Ijli6Scik2/7aPVR+NcOrza+jf2M4dzRvZ6j1G/c/+m0LXnfzfXR/SmKrn6y2PwH/8FDIZfv6NNRTwKTWuZNPLp2jrG+Sj7Zu4894dfP7uHaxsra/xb9gSCNSAvUCvme2Kfj7inNtE2FJ2s4Cr2nRLxgcXR9j/ci9BYDy4LseyphlaU8yg/2T47yW+NIdILZxzZNKOTLw9zzGaaXbyn86wbT6+DRC1YAaU/ICv+uG/i15AKuXIphzZdAojnChTDmTD9+Bay4SjO+xm5HsAGNe73b9W9BjJexS94FpA251y1GfS1KcdaUqkvlHCeQV2UML8AkHzWtJPPk7aOe4bOIHl+8m6Otz2LL5Bl1/gu16eQqqR0a1r8J/0+ZTvcffox+H1GfR/P8CCIn/iFcHPk2n5DNzXySWgc+QNVo9tpt21cqmzBdvuM0qeR90gPo6+1gc48dd5AoNHSu+R9idwgcfwl/IM+0ZXYxY/5bC6+xnd+hBvbnmQgrvEBnNkXCPHOldQ98WrWLrEBrtMCh8v9SCvb9+CC4w12cu0BIM4AvJdeT5c7dG0rI6NliKV6mR09Vre+sLXKdQbnwrep54U/Q0rqHugGQxW+0WKgUcptYFTG42+OybINBVY54Wln2nzuLC5iJ9L0+llyFgdl0nx7uatlLL1LPdOYQQUgjTZVU24XEBjymN1KcBZPZdal/He+nquNqZYXryK4dPkAq6sTjHeDB1FDwPOXhmjfVknmVIRCidoCQpkxy6CK2LNHhYM01jw8dNZhi3LhWUN9DdkaSj2Y4QB9UizT5ByuMIIBvSeu0hqDJYHDVwauoKfGYR8HjfkIBjHJsbxJjwCl2Gw1MjVtM8oKfJj50ibB0A+KFBnxsjEOUYyKc4Or8A7ey93Dxf4qK+PK6295Ep12LkPsNFB/Ew/fVfDgPrsuM/Do1epKwb09p8gkxkH4I6hEu0jPhevjHCmOc3V4Bx9/Wt55KM+LpTg/Zbf0GIpCgNvkvn4MjjHe2ffZcwFXMqupeHjYdzFCd4808/pUaO15bPsuGdVjfcwOLNkT2p0zg0Sdlk+V7Gtm7C1bKuZHY8z3VTbtm2zo0eP1vIRYmVmXB4p8Mrpfn721gXMoGtlM3+74y46mq+P0xgZuMjhn/wzK5vzbKcvXGT16/8CzQv7nE8REamemVH0A0r+jf9vNjPs2r+JWkqvj0st76scq2oYBAbeRDhkwTVQ8Hw8L6CBAvUUSAclzMC3AAsCzKDUtIrAZQjMcOOXccVxzIzAwvzNArAAl6mHZetJpxyBX6L+0tt4OAJzBKTC44OAwHzGGtdRzLbhB0Z27DwNExdIOSPrUjgMsxKBn4eUY3j1owQWfoFou/Ar8PJ45jDs2nWYGaXWTRSX3Y+Z4cbOkx54jSxpWmjEAsM3n35GwIy+9m58PyyXZWMnaChchvKYRz8gyIClIKhfQ6HjK6QmJjAmyA70kMKxgXbc2AQYfNg0iofHubbP4BcbSXkeDe4ibY3reezhP+OBtctu+vt2zh0zs203OybRLWrOuRyQA3ort5vZ8ehb3jbCsWexpLsVzCy6Ea53pwR2vXulPBi8cnbgaN5jYKzIwFiRU5dG6R8tXMvvq59ew7ce6iSTnjxD7Oy7v6XhZy8x1GHw5D2w/R8VpImIJJxzUUvkgv3v3FhD2rbZDylbt2OOB86jp+e+uS4xtRZ4eI7HPj738/PotC1fmEfqaiU6UAPKq7MO3WB/LuZ001w+c4JD336Iw5/fyOk7wsVvu099xCPvnGdoXSNb7twAgD9R5OIbveQb07zy5QNA+A1m+5HvUz86wauPNTHaHPa5bP6gwKc+KvLGPSt49e7wQeXr+wf481dPcjWX4Z4tm66d/9Lrpwh8n18/8Q+MNm0B4NFjP6Sj7zwfdjfzVn0Db70PHeeK3HV0jIE72zj1ze1kLl5h5b2tbKwvwef/DtY8ONePLCIiIgmR9EBttoDqRk1EVaUrP42gctudHQ3UjXt43hiFIJxpZaUx6sY9XLFAsxeuEeWXPOrHPXwXjgMpy04UqB/3KAR5JlzU6lUqUT/hk/LyBKlRHIAbo2HCY7wxYFVqhFQK0s4xXChhXsD2u3Ks3riRte2NnHzHCCY8iqU8A9GD2OsLHqnRIt7YOAP5Acg5Lu+6n8fvego23IqYX0REROKW6DFqFWPKps3UdM4ZsLdyDFqt6Wby4ANb7H8P/htu+R2kmloBsOEB7OoA2aYmcrlwJfug5DHQfxaXSbOia1s4LRm48uEbBKUirq2VTF0mXLpgYgLyBVxbO25ZGDPaxDjWfx6XybBy1fVFU/v7zhAEPu0bHiRbH05Xvnr+JIXRQVxzI668zlChiI2NQ30DqVXhTLmGdAMtdS1z+ZgiIiJyiy35MWpc77qc9IDKaAxa5f640k1T19DMnfc/Nnlj26oZVw1oWrV+2rY1m7fO7USNQMf0Ve1X3DV9xsiyznumbRMREZHbT6KfUWJmvYRB1aYpu8rR54zTMatNJyIiIpIkiQ7UIs8De6ZsewYYmmWJjWrTiYiIiCTCUgjU9gE551yPc26nc+5ZYDfhgrZA+BQC59z+aGzanNOJiIiIJFniA7WoG3Mr4UzOHuA7wDNmdqDisBxh61nXPNOJiIiIJFbSJxMA4UK1hM/rvNn+aU9gnS2diIiISJIlvkVNRERE5JNKgZqIiIhIQilQuwHn3A+dc3b+/PnFvhQRERH5hFKgdgNm9kMzc52dnYt9KSIiIvIJpUBNREREJKEUqImIiIgkVKIfyp4EzrnLwJk5HNoJxDWgLal5xZ2f8ro98oo7P+W1eHnFnZ/yWry84s5PeS1MXhvMbOXNDlCgFhPnnJnZtLXcbqe84s5Ped0eecWdn/JavLzizk95LV5eceenvBYvL3V9ioiIiCSUArX4/CihecUtqZ8zqXnFKcmfMcnXFpekfsYk/y7jlNQyS2pecUvq50xqXrFR1+dtLu6mdJkflf/iUvkvLpX/4lL5Lx51fcp8JPIbwieIyn9xqfwXl8p/can8F09sZa8WNREREZGEUouaiIiISEIpUBMRERFJKAVqS5Rzrts5d8w5Z9H77oVMJ5NVU47OuX3R8VNfh2/FNd8unHO5qPx7nHP755FOdT8G1ZS/6n68nHN7nHOn9ff/1qum7Gut/wrUliDnXBdwDBgAdgEHgZ7ZKky16WSyGstxKEpT+dq7QJd624nKeBDoAeZcb1X341Ft+UdU92PgnHsW2Be9niKs0z3R9pul0z1Qo2rLPlJ1/ddkgiUo+ha708w2Tdn2tJm1x51OJquh/PcBe1TWtXHO5cxsyDk3CDxvZs/MIY3qfkyqLH/V/ZhE5b7VzHorth0GdgLtZjZ0g3S6B2pUQ9nXVP/VorY0PQ1M7XLYD+Scc90LkE4mUzkuohv9MZyFfmcxqbL8JT7PVwYKkX3R+7abpNM9ULtqy74mCtSWGOdcDsgBkyqLmR2P/jljZak2nUwWVzlG3RByC6juJ4vqfm1macEcmGmj7oF4VFP2U1VT/xWoLT0d0fuNvtXmYk4nk9Vajjnn3GmgPBi1J75LkxtQ3U8G1f2FswsmBV5T6R5YOLOVfVnV9V+B2tIz2w21POZ0Mlkc5XgIaAe2AjvnM3NRqqK6nxyq+zGLWmieBW7W2qN7YAHMsewrVVX/FagtXTe68a4sUDqZrJpyPAjsMrO9ZjYUfQM7AOyJuiZkYanuLx7V/QUQld1h4DkzOzCHJLoHYjLPsq+p/mdqv1y5xcpN1x2VGyt+2Tdq2q42nUxWdTneoGn8d9H7NuBIzVcnM1HdX2Sq+/GL6u8x4JCZzbbMg+6BGM2z7Guu/2pRW2KiGSdDwKYpu8qDQY/GmU4mW4ByLP/hnNNAVJk/1f3EUt2vUhQovAjsn2OgoHsgJvMt+5uYc/1XoLY0PQ/smbLtGWBolgGN1aaTyaoqx2gtnamemi2dxEJ1fxGp7senIlA4aGbPzSOp7oEaVVv2tdZ/BWpL0z7CGSQ9zrmd0arIu6lY5dg51+Wc2z9lfZxZ08mczLv8oxt8d/TIkT1Ruh7ChRL/ZjE+xFIVlW15invHlJ9V9xfYfMtfdT92LxK2whx3zu2e8sqB7oEFNO+yj6X+m5leS/AFdBMOZBwk7CvfM8N+A3bPJ51eC1f+hAN59wOno3SHge7F/ixL6VVRrtNeNyv7ufzO9Fq48lfdj638czcq/8oy1z2QrLKvtf7rEVIiIiIiCaWuTxEREZGEUqAmIiIiklAK1EREREQSSoGaiIiISEIpUBMRERFJKAVqIiIiIgmlQE1EREQkoRSoiYiIiCSUAjURERGRhFKgJiIiIjIH0TM7rfyaR7p9lemcczvnmjZT3aWKiIiIfGLN92H2B4ErwC7CB7LPmQI1ERERkXkws+fmefxx4LhzDuYZqKnrU0RERCShFKiJiIgsEc65w/MZG3W7nPuTTIGaiIiISEIpUBMRERFJKAVqIiIiCeec2x91O+6Mfq5c6iF3u557qXDO5aJyGozKZdA51zOfZThuRLM+RUREkm8/cIxwWYgu4JnyDjMbuo3PvVS8CHQDB4DTwMOEgW0vcKSWjBWoiYiIJFzF8g7PRD8fSOK5nXO7gX1mtulWXd9ic851EQZpz5nZ3in7am5xVNeniIiIxGUXcHyxL2KRdE3dEEeLowI1ERERics24PBiX8StZGa9hMHpbufc6Wis2u648legJiIicpub+ozKild3zKfqBo7GnOdS8AThWLQuYA/QEwVt6voUERGRWe0lnAQw9dUb1wkqgr6uisBwWuuac647Wjx3MApmdlbs2zl1Ud0or2cr0p6OjjtWnl05Q/490b5B59z+KfkfLl9bXLNWzWzIzHYB7YTlWg7aem6acA4UqImIiNzmzOyImR2Y4RXnrM1t0XsHYQvTLmCnc25P+YCoS7CHcMJBO7APqAyYupk+xq1y207CAGhXdI69hF2OXVH+OwlnYB4ENkbHDFWce3+Upj3K7wc1f+oKUcB2IArajjPP53rORIGaiIjI0tEL12YaJu3cW4FD5QDQzI4QtixtjdLlgH8FdkX7yjNIe4GnozwepqLrtOJcRyv295rZ3ijILC99MRC99wBPmdmh6BqOm9neinM/FW0bIgwSay7HaA212MakTaVATUREZOn4XfTeU7HAas2tNjGde2fFMZXKrXY/AI5Gg+9n2g9h69mxKT8PVbT8dRO2ik3bH3WP9paDwCn2ADngxXKXKGFQNzDDsfO1jetj0vY75/Y5545F1/ZcrZlrHTUREZGl4wDwHcIgIBf9fKsG78927i6mL+66jeuB1UzdmuXtR6NWr64peT7Mzc9RuX/qsUw5bq+Z1Rw4TWVmR5xzTxGOTXuasGx64zqfAjUREZElImpZ2pq0c5cnEkSL45a37Y62Hao4NDcl3T7guJkdL7fOVeYBlMeVzXgOpgd/HTf5CMtvsq8m0Wc8NOuBVVDXp4iIiNSq/BzQPdGYrT1E48UqjukBno5mZeairso9FcdcGy8W7S+PISsHYtuYPkt1G9e7Ww8STizYGaXfWTEj9CCwpxzsRdewnyVALWoiIiJSq+WEXaG7CAfp91IxaQDCiQPOuU2EszIBngc2Vow/OwIMRePHjhAGV71c786c9NSDqKs0V95mZoecc3u5viTGUaLWuGhfF+EYtfK5lkSg5sxs9qNEREREPuHKkwTMzFWZ/lnCQHbXDSY9TKMWNREREZF5KC/AO9fJAlGX607CVsF5UaAmIiIiMj/7ove5zur8DvBsNSdS16eIiIhIQmnWp4iIiEhCKVATERERSSgFaiIiIiIJpUBNREREJKEUqImIiIgklAI1ERERkYRSoCYiIiKSUArURERERBLq/wH8RzrCF0/AGwAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,1, figsize=(9,6))\n", "\n", "t = np.linspace(-0.5, 2.5, 201) * u.s\n", "for ls, flavor in zip([\"-\", \"--\", \"-.\", \":\"], Flavor):\n", " lum = ccsn.get_luminosity(t, flavor)\n", " ax.plot(t, lum, ls, lw=2, label=flavor.to_tex(), alpha=0.7)\n", "\n", "ax.set( xlim=(-0.255, 2.55), yticks=np.linspace(0, 3e53, 7) )\n", "ax.set_xlabel('t - t$_{bounce}$ [s]', horizontalalignment='right', x=1.0)\n", "ax.set_ylabel('Luminosity [erg/s]', horizontalalignment='right', y=1.0)\n", "ax.legend()\n", "ax.grid()\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Define Helper Functions\n", "\n", "Define Functions for plotting, retrieving information from Data Files\n", "\n", "- `drawComparison` plots USSR's reported values against ASTERIA's reported values and computes the difference and percent difference of ASTERIA's reported value relative to USSR's reported value. The average percent difference is denoted $\\bar{\\Delta}_\\%$. This average was taken over the entire curve excluding any points where USSR returned a value of 0.\n", "\n", " - `drawComparison` assumes that the two quantities being compared are plotted on the same domain, which is the case in this notebook.\n", " \n", "\n", "- `getUSSRdata` retrieves the specified file from `data\\USSR\\`. The array size is specified in the first line of the file's header. \n", " - `getUSSRdata` assumes that the data is sorted into columns such that the first is time in seconds and the next four are USSR's reported values for each flavor in the order $\\nu_e$, $\\bar{\\nu}_e$, $\\nu_x$, $\\bar{\\nu}_x$. The files in `data\\USSR\\` were written according to this ordering.\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "def drawComparison(t, ussr_y, astr_y, flavor, label='', units=''): \n", " # Compute difference and percent difference relative to USSR\n", " diff = ussr_y - astr_y \n", " pct_diff = 100*np.divide( abs(diff), ussr_y, \n", " where=ussr_y>0, \n", " out=np.zeros_like(ussr_y) )\n", " \n", " # Compute average percent difference excluding where USSR Reported 0\n", " avg_pct_diff = np.mean( pct_diff[pct_diff>0] )\n", " \n", " fig, (ax1, ax2) = plt.subplots(2,1, figsize=(9,6), \n", " gridspec_kw = {'height_ratios':[5, 1]}, \n", " sharex=True)\n", " \n", " # Plot USSR and ASTERIA against Each other.\n", " # Plot the difference between the two on the same figure.\n", " # Plot the percent difference on a subplot with a shared x-axis\n", " ax1.step( t, ussr_y, label='USSR')\n", " ax1.step( t, astr_y, label='ASTERIA')\n", " ax1.step( t, diff, 'k', label = 'Residual: USSR-ASTERIA', alpha=.50) \n", " ax2.step( t, pct_diff, 'r', label = r'\\% Diff. $\\bar{\\Delta}_\\%$'+'={0:4.2f}\\%'.format(avg_pct_diff))\n", " \n", " ax1.set_ylabel( label+' '+units, horizontalalignment='right', y = 1)\n", " ax2.set_xlabel(\"t -t$_{bounce}$ [s]\", horizontalalignment='right', x = 1)\n", " ax2.set_yscale('log')\n", " \n", " # Group the labels of all lines in one legend object and display on axis 1\n", " handles, labels = ax1.get_legend_handles_labels()\n", " handles.append(ax2.get_legend_handles_labels()[0][0])\n", " labels.append(ax2.get_legend_handles_labels()[1][0])\n", " legend = ax1.legend( handles, labels, loc='upper right')\n", " \n", " ax1.set_title( label+' Comparison: '+ flavor.to_tex() )\n", " # Return figure and axis handles for additional manipulation.\n", " return fig, (ax1, ax2)\n", " \n", "def getUSSRdata(file): \n", " with open('../../data/USSR/'+file ) as inFile:\n", " # Get Size of data from first line and initialize.\n", " line = inFile.readline().strip('#').replace(',','').split()\n", " t = np.zeros( int(line[1]) )\n", " data = np.zeros( shape=( int(line[0]), int(line[1])) )\n", " \n", " # Clear other lines of header\n", " inFile.readline() \n", " inFile.readline() \n", " i = 0\n", " for line in inFile:\n", " line = line.split()\n", " t[i] = float(line[0])\n", " for nu, item in enumerate(line[1:]):\n", " data[nu][i] = float(item)\n", " i+=1\n", " return t, data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot Luminosity Comparisons for Each Flavor\n", "This will compare each flavor's luminosity as it is reported by ASTERIA and USSR. The curve from 0.25 seconds before the core bounce to 1.75 seconds after the core bounce is shown.\n", "\n", "__NOTE (03/13/19)__: For this model, the plots have different y-scales, as the Luminosity of $\\nu_e$ is $\\mathcal{O}(10)$ times greater than other flavors.\n", "\n" ] }, { "cell_type": "code", "execution_count": 6, "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "t, ussrLum = getUSSRdata('stellar_luminosity.txt')\n", "for nu,flavor in enumerate(Flavor):\n", " astrLum = ccsn.get_luminosity( t, flavor ).to(u.erg/u.s).value\n", " fig, (ax1, ax2) = drawComparison(t ,ussrLum[nu], astrLum, flavor, 'Luminosity', '[erg/s]')\n", "\n", " if not nu: \n", " ax1.set( xlim=(-0.25, 1.75), \n", " yticks=np.linspace(0, 4e53, 5) )\n", " else:\n", " ax1.set( xlim=(-0.25, 1.75), \n", " yticks=np.linspace(0, 4e52, 5) )\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot Mean Neutrino Energy Comparisons for Each Flavor\n", "This will compare each flavor's mean energy as it is reported by ASTERIA and USSR. The curve from 0.25 seconds before the core bounce to 1.75 seconds after the core bounce is shown.\n", "\n", "USSR Mean $\\nu$ energy was estimated by inverting the flux calculation USSR performs. That is,\n", "\n", "$$\\langle E_{\\nu}(t) \\rangle = \\frac{L(t) * \\delta t}{ f(t) }$$\n", "\n", "With Luminosity $ L(t)$, Flux $f(t)$, and signature time resolution (0.1 ms) $\\delta t$. USSR only saves Flux and Luminosity, so this inversion was necessary to obtain mean energy from ROOT files when writing `stellar_mean_nu_energy.txt`.\n", "\n", "__NOTE (03/13/19)__: ASTERIA uses cubic splines for interpolation, causing it to report $E_\\nu < 0$ For a very small interval $ t \\in (-0.0158, -0.0006)$s for flavors other than $\\nu_e$. At this point, those flavors' luminosity is very small ( $\\mathcal{O}(10^{43})$ erg/s ) on this interval relative to the rest of the luminosity curve. For this reason, the effect of negative $E_\\nu$ is supressed in flux and detector response." ] }, { "cell_type": "code", "execution_count": 7, "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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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "t, ussrmE = getUSSRdata('stellar_mean_nu_energy.txt')\n", "for nu,flavor in enumerate(Flavor):\n", " astrmE = ccsn.get_mean_energy( t, flavor ).to(u.MeV).value\n", " fig, (ax1, ax2) = drawComparison(t,ussrmE[nu], astrmE, flavor, 'Mean Energy', '[MeV]')\n", "\n", " if not nu:\n", " ax1.set( xlim=(-0.25, 1.75), \n", " yticks=np.linspace(0, 15, 4) )\n", " else:\n", " ax1.set( xlim=(-0.25, 1.75), \n", " yticks=np.linspace(-10, 15, 6) )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot Number Flux Comparisons for Each Flavor\n", "This will compare each flavor's flux as it is reported by ASTERIA and USSR. The curve from 0.25 seconds before the core bounce to 1.75 seconds after the core bounce is shown.\n", "\n", "Number flux was estimated by dividing the neutrino luminosity by its mean energy and numerically integrating over a $0.1$ms time bin. The result is the number of neutrinos emitted over a $0.1$ms at the source (1/4$\\pi R^2$ losses are ignored here).\n", "\n", "__NOTE (03/13/19)__: the plots have different y-scales, as the flux of $\\nu_e$ is $\\mathcal{O}(10)$ times greater than other flavors." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "t, ussrFlux = getUSSRdata('stellar_flux.txt')\n", "for nu,flavor in enumerate(Flavor):\n", " astrFlux = ccsn.get_flux( t*u.s, flavor )\n", " fig, (ax1, ax2) = drawComparison(t,ussrFlux[nu], astrFlux, flavor, 'Flux')\n", " \n", " if not nu: \n", " ax1.set( xlim=(-0.25, 1.75), \n", " yticks=np.linspace(0, 2e54, 5) )\n", " else:\n", " ax1.set( xlim=(-0.25, 1.75), \n", " yticks=np.linspace(0, 2e53, 5) )" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 2 }