From a6a95b2d338360d09fd8c9b926d0f5a6f39e898d Mon Sep 17 00:00:00 2001 From: Paul Romano Date: Fri, 9 Nov 2018 20:31:28 -0600 Subject: [PATCH] Update nuclear data Jupyter notebook --- examples/jupyter/nuclear-data.ipynb | 524 +++++++++++----------------- 1 file changed, 204 insertions(+), 320 deletions(-) diff --git a/examples/jupyter/nuclear-data.ipynb b/examples/jupyter/nuclear-data.ipynb index f1c4c2b2af..aace5e9d2f 100644 --- a/examples/jupyter/nuclear-data.ipynb +++ b/examples/jupyter/nuclear-data.ipynb @@ -10,9 +10,7 @@ { "cell_type": "code", "execution_count": 1, - "metadata": { - "collapsed": true - }, + "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", @@ -43,9 +41,7 @@ { "cell_type": "code", "execution_count": 2, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -65,9 +61,7 @@ { "cell_type": "code", "execution_count": 3, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -87,9 +81,7 @@ { "cell_type": "code", "execution_count": 4, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -118,9 +110,7 @@ { "cell_type": "code", "execution_count": 5, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "url = 'https://anl.box.com/shared/static/kxm7s57z3xgfbeq29h54n7q6js8rd11c.ace'\n", @@ -130,9 +120,7 @@ { "cell_type": "code", "execution_count": 6, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -168,9 +156,7 @@ { "cell_type": "code", "execution_count": 7, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -198,14 +184,12 @@ { "cell_type": "code", "execution_count": 8, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "{'294K': }" + "{'294K': }" ] }, "execution_count": 8, @@ -227,9 +211,7 @@ { "cell_type": "code", "execution_count": 9, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -256,14 +238,12 @@ { "cell_type": "code", "execution_count": 10, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "array([ 142.64747 , 38.6541761 , 175.40019642])" + "array([142.64747 , 38.6541761 , 175.40019642])" ] }, "execution_count": 10, @@ -285,15 +265,13 @@ { "cell_type": "code", "execution_count": 11, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "{'294K': array([ 1.00000000e-05, 1.03250000e-05, 1.06500000e-05, ...,\n", - " 1.95000000e+07, 1.99000000e+07, 2.00000000e+07])}" + "{'294K': array([1.0000e-05, 1.0325e-05, 1.0650e-05, ..., 1.9500e+07, 1.9900e+07,\n", + " 2.0000e+07])}" ] }, "execution_count": 11, @@ -308,14 +286,12 @@ { "cell_type": "code", "execution_count": 12, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "Text(0,0.5,'Cross section (b)')" ] }, "execution_count": 12, @@ -324,12 +300,14 @@ }, { "data": { - "image/png": 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bt26w996VPZ0DrR8xEZHyknXnV3dfBOxjZsOAgYQkZZq7P5bv4AqttraW7t27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\n1QAAAABJRU5ErkJggg==\n", 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\n", "text/plain": [ - "" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -353,24 +331,22 @@ { "cell_type": "code", "execution_count": 13, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[,\n", + "[,\n", + " ,\n", + " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", - " ,\n", - " ,\n", - " ]\n" + " ]\n" ] } ], @@ -388,9 +364,7 @@ { "cell_type": "code", "execution_count": 14, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "name": "stdout", @@ -415,14 +389,12 @@ { "cell_type": "code", "execution_count": 15, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "{'294K': }" + "{'294K': }" ] }, "execution_count": 15, @@ -437,9 +409,7 @@ { "cell_type": "code", "execution_count": 16, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -453,12 +423,14 @@ }, { "data": { - "image/png": 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Ac4CS3S1/Ad8ljks1M2NGWO/j73+HXXeNnUZEJD+deioMGxaWQfj0U2jQIHai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\n", 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\n", 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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -480,9 +452,7 @@ { "cell_type": "code", "execution_count": 17, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -503,14 +473,12 @@ { "cell_type": "code", "execution_count": 18, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, "execution_count": 18, @@ -533,43 +501,41 @@ { "cell_type": "code", "execution_count": 19, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ]" + "[,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ]" ] }, "execution_count": 19, @@ -592,18 +558,18 @@ { "cell_type": "code", "execution_count": 20, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { - "image/png": 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ajS0yMpJevXphZmaGs7MzM2bMIC+v5uX15OTkqrZv9TTp0NBQVCoVlpa636BR\nycfHh+bNm9+2Ts+ePXF2dkatbrw/0+VDFnVw/NJx/Jz90FPdsHH2wgUALllaQk4ODgYGFCYXkrEy\ng+bvNkffUvtbm539M9evR9Ox4x93bbblVoZ3mMXU3z7C2mkKI5sqpKcv57xSiMOqTvw0P4SRH2wm\n1d2U5z9LJ/9EPm03tMXQXj6cUZKk2lMUhQULFmj9xdqiRYs7alsIQf/+/Tl58iTPP/883t7eJCQk\n8J///IfffvuN+Ph4zMzMamxn5syZBAQEaJTdPLa4uDj69+9P27ZtWbp0KefPn2fx4sUkJCSwbds2\nncZrYmJCeHg4c+fO1SjPz89n69atmJiY6NTOzcaMGcOcOXPYs2cPvXr1qnY8OTmZ/fv3M336dFSq\nxjtvIQMXHZy4dIKQTiGahRcvgpERl/T1MVIUzPX0OP1eIvrW+ri84KK1ncq9LVZWgVhb970LI789\nCyMLnmr3FF8d/pFXH0qgWbM3yMj4mrS0L7j4WRGfxg9m1eB5zHV/iEULcokJiKH9T+2x6GRRc+OS\nJEk3efTRR/Hz86v3dvfv3090dDTLly9nypQpVeUtW7bk2WefZefOnQwbNqzGdnr16sUTTzxx2zpz\n586lSZMm7Nq1qyoYatasGZMmTWLnzp3079+/xn4GDRrEjz/+yNGjR+nQoUNV+U8//URJSQmPPvoo\nf/75Z43t3CwkJIQ5c+YQFhamNXAJCwurqteYNd6Q6y7KuJ6hmXgOqm6Fziwpwd7QkMKzhWR8m4H7\n6+7om2uPB7OytpCbe+iu7m2pyQTfCZy7co7dybvR17fCze3l8my9rTdhYGzFUyxgjk8Qm1atotD1\nKod6HuJi2MV7PWxJkqQq165dA8DBwUGj3MnJCaBWMxi5ubmUlZVpPXb9+nV27tzJ2LFjNWZwxo0b\nh5mZGRs3btSpj+7du+Ph4VEVSFQKCwvj0UcfxaZiC8LNfv31VwIDAzE3N8fS0pLBgwdz4sQ/j21x\ndXUlMDCQTZs2ab2G8PBwvLy86Ny5c7VjjYkMXHSkcSs0VAUul4qLsTcwIGVxCoYOhjSd2lTr+UKo\nSUp6G2vrPtjY9Gn4Aeuol3svWjRpwX8P/fO0aEXRw87pSXyHJRDwlite+wTDzNZS8t5QSj/5hPj5\n/yPhlQTUpY13jVSSpLvv6tWrZGdna7xycjTvXrxy5Uq1OtpeBQUFVecEBARgZmbGm2++SUREBOnp\n6ezatYviVVK7AAAgAElEQVTZs2fTpUsXnWZBAJ555hksLS0xNjbm4YcfJiZG8yG2R48epbS0FH9/\nf41yAwMDfH19OXTokM7vRVBQEOvXr6/6Ojs7m99+++2WsyHfffcdgwcPxsLCgo8++oj58+cTHx9P\n7969SUlJqaoXGhpKdnY2O3bs0Dj/2LFjHDt2jDFjxug8xvuVDFx0YGFkgafNTan3K7LmXiopwd7A\ngLwjeTQZ2AQ9E+0J5LKyfiIv7zDNm79zF0asO0VReMb3GTad2MS1omuaB5s0wXzFDtq+X0z3/+vH\nQbPnyWq9H76eyHm3J4mZuZTirALtDUuSJN1ACEG/fv2wt7fXeLm6at7I0KlTp2p1bn45ODiwePHi\nqnNsbW3ZuHEjV65coV+/fri6utK3b19cXFz4448/atzPYWhoyMiRI/nss8/YunUrCxcu5NixYwQG\nBnL48OGqehkZGSiKgvMNj3ap5OzsTHp6us7vR0hICMnJyURGRgKwYcMGTExMGDp0aLW6eXl5zJgx\ng0mTJrFt2zamTZvGK6+8wv79+1Gr1RobfUeOHImhoWG12Zx169ahKEqjXyYCucdFJ23t21Zf2rl4\nEXx9uVRSgruREcWZBVj1ttJ6/j+zLQ9jbR14F0ZcO2N9xvLGn2/w/fHvedbvWc2DbdvC+vWYDx7M\nbA9fpoz5gzMXf+D1Nj9Dx1eI/OtjnF3H4tJ+HObm7bV3IElSvcovyedk1skG76e1XWtMDUzrpS1F\nUVi+fDne3t4a5Xp6mh/2wsLCNGZTbsXTU/PDpJ2dHX5+fvTq1Yu2bdsSFxfHhx9+yPjx42tcwune\nvTvdu3ev+nrw4ME8+eST+Pj4MGfOHH755ReAqnEZGVV/jIuxsbFO467Utm1bfHx8CA8Pp0ePHoSH\nhzN8+HCMjY2r1f3999+5evUqQUFBZGdnV5UrikLXrl2JiIioKrO2tmbQoEFs3bqVgoKCqmWyDRs2\nEBAQcMcboe8HMnDRQTv7dtULK5eKSkoIsLCgJLMEQwftd9xcuvQjeXlH8fX9u4FHWjduVm4M8BrA\nqsOrqgcuAIMGwUcfof/qq6xs04bZ3ccwKPUhlqquEnDmWzKMV5ARvRgzs/Y4OATj4BB024dDSpJ0\nZ05mncT///xrrniHYibF4Odcf5tpO3fuXOPm3BsDCF2dPXuWvn37snbtWoYPHw7AkCFDaNasGePH\nj2fHjh0MHDiwVm16eXkxbNgwNm/ejBACRVGqgoCioqJq9QsLC2t9N1BISAhLlixh5syZREZG8sYb\nb2itd+bMGYQQ9O1b/aYORVGwstL80BwaGsrmzZvZsmULQUFB7N27l6SkpAZLCHe3ycBFB23s22gW\nVKT7x8mJS8XFOJTpUXa9DAOH6gnnhFCTnPwONjYDsLauvsv7fjG+43hCfgzhTPYZvG29q1d4+WU4\nfhzl2Wf56M8/sfP0ZNbZs0x77AOmLi4k69wviBf3k1ywkHPn5mFh0aUiiBmFkZH2fT+SJNVNa7vW\nxEyKqbliPfRzt2VlZd1yc+yNzM3NqzbIrlq1iqKiIh5//HGNOpXLLnv37q114ALg5uZGcXExeXl5\nmJub4+zsjBCCjIyManUzMjJo2rR2P+uCg4OZM2cOEydOxM7OjgEDtGdSV6vVKIrC2rVrcXR0rHZc\nX1/zV/ngwYOxsrIiLCyMoKAgwsLC0NfXZ/To0bUa3/1KBi46qDbjUpHuv9TRkZzSUpyula+faptx\nuXRpE3l5x2jZ8v/uxlDrbHjr4VgZWbH68Gree/i96hUUBb76Cs6ehREjeC0qCttWrZh06hRZc+z4\n4JdQksf0wHrQXByWJpBdsImzZ2eTmPgS1tYP4eAQjL39kxgY2N79i5OkB4ypgWm9zoTcTzp37kxy\ncvJt6yiKwltvvcX8+fMByMzMRAhBWVkZBjc8fqWkpASA0tJSre3UJDExEWNjY8zNzQFo3749+vr6\nREdHM3LkSI1+4uLiah0YuLm50bNnT3bt2sW0adNuuRfHy8sLIQT29vY8/PDDNbZbuWfnu+++IzMz\nk02bNtGvX79qd101VjJw0YGD2U3/2BVZc7MdHBBCYFsRuNw84yJEGUlJ72BjMxArq9pPf95NJgYm\nBLUPYvXh1bzT5x3NZHuVDA3hhx+gWzcYPJhnIyNp0q4dQSdOcGVgGf/t0I6kcadJ6uNJ2/BVtO4h\nyMraTGZmOKdPT+XMmeexsXkEe/snsLUdjKFh9U8OkiT9u9Vlj0vLli1Rq9Vs3LiRcePGabSlKIrG\n8lR2djZZWVm4u7tXLe1kZWVhV/H4lkqHDx/mf//7n8YsjqWlJf3792ft2rW8+eabVTM+a9asIS8v\nj1GjRtX6ehcuXEhERMRtg56BAwdiaWnJokWL6NOnT7UZFm3jDw0N5ZtvvmHy5MlkZWURGhpa67Hd\nr2TgooNqG3Mrs+ba2cGlS9hcFpQCBvaagUtm5vfk55+gdev/0hiM9x3PVzFf8ee5PxngdYuHP9rZ\nwc8/Q/fuMHo0I37+me0+Pgw7downHUr56WBHMsadIa5PHB7veuD++jM4O0+gqOgCly5tIjNzPadO\nTQTAwqILdnZDsLUdgplZh/smt40kSfVPCMEvv/xCfHx8tWM9evTAw8MDqNsel/Hjx/Pxxx8zefJk\nYmNjadeuHTExMXzzzTe0b9++at8LwOeff867777LX3/9RWBg+c0So0ePxsTEhB49euDg4MDx48dZ\nuXIl5ubmvP/++xp9LVy4kJ49exIYGMikSZNITU1lyZIlDBw48JZLPbfTu3dvevfufds6FhYWrFix\ngnHjxuHn50dQUBD29vakpKSwbds2evXqxbJlyzTOeeihh3B1dWXLli2YmpoyYsSIWo/tviWEkK9b\nvAA/QAQGBoohQ4aIsLAwIYQQYv16IUD8mZoqiIgQh75KEhFEiLLCMlFJrS4VUVGtxeHDj4nGQq1W\ni9ZftBYhP4TUXHnnTiH09IR44QUhhBDR164Juz17RJuoKJFyPV+cfeOsiFAiRFz/OFF0oUjj1KKi\nTJGRsUocPfqE2L3bXEREICIj3cWpU8+L7OztoqyssCEuT5LuazExMQIQMTEx93oo9W7VqlVCpVLd\n8rV69eo77iM9PV0899xzwsvLSxgbGwsXFxcxZcoUkZ2drVHv7bffFiqVSuzatauq7PPPPxfdunUT\ndnZ2wtDQULi4uIinn35aJCYmau1r7969olevXsLU1FQ4OjqK6dOni9zc3BrHmJSUJFQqlViyZMlt\n640fP15YWlpWK9+1a5d47LHHhI2NjTA1NRXe3t5iwoQJIjY2Vms7r732mlCpVCI4OLjGsdXFrb5n\nw8LCxJAhQ0RgYKAABOAn6vN3c3029qC9KgOXaj9IPvtMCCMjseHCBUFEhDj1/lmx22q3RpULF9aK\niAjE1atRojH54O8PhPF7xuJyweWaK3/1Vfm30OefCyGEOJmXJ9wjI4V7ZKQ4ev26yP49W+xx3CP2\nOO4ROTtztDZRVlYosrO3i1OnnheRke4iIgKxe7e5OHr0CZGe/q0oKsqsz8uTpPvWgxy4SA+mmr5n\nK4/Xd+AiE9DVReWt0KWlGCgKqqwyjY25anUpSUnv0qTJ41hadrmHA629sR3HUlxWzMbjOqSunjQJ\nZs2CGTNg+3ZamZqyt1MnrPT16XHoEAc6CQLiAjBrZ8bhAYc599Y5RJnQaEKlMqJJk4G0bPkF3bol\nERBwGHf31ykqSuPUqQlERjoSG9uL1NQlFBSca6CrliRJkhoLGbjURWXW3Ip0/yVZJRobczMzwyko\nOE3z5m/fuzHWUVOLpgz0GsiquFW6nbB4cXmel1Gj4NgxXI2N2dupE4FWVjx+9Chfl2XR8beONH+3\nOcnvJRPXL46i9Oo5EKB8L5G5uQ/Nms3D338/PXpk0KrVSgwMbDh7di5RUZ4cPOhLUtI75OYerZwV\nkyRJkv5FZOBSFzc+YNHAoDz5nH35jItaXUpy8rvY2g7B0jKghobuT+N9x7Pv/D7dMnPq6UFYGHh4\nwJAhkJmJhb4+Wzp0YLqrKy+cOcP0swm4znXH909fCs4UEN0xmuzt2TU2bWjoiLPzs3To8D969rxE\n27YbMTNrS2rqJ0RH+xAV5U1i4qtcvRqJEPK5SZIkSf8GMnCpixuy5tobGlKcWVw145KZuY6CgoRG\nOdtSaWirodgY27A6brVuJ1hYwP/+BwUFMHw4FBSgpygsbdGCFd7erEhLY+ixY6h6mhMQF4BFgAVH\nHztK4muJqIt0Czj09S1wcHiKtm3D6NnzEh06/IKNzcNcuLCGQ4d6sm+fC6dPTyUn5zfU6pI7uHpJ\nkiTpfiYDl7q4eamoIt1/+d6WBdjaDsPCovEmhzLWNya4fTBrjqyhTF1zBksA3N1h61aIi4OnnwZ1\neUAyxcWFX318iLx6lR6xsaSbl9FhWwc8P/Lk/KfnifaP5nrM9VqNT6Uywtb2MVq1+j969EjH13c3\nDg7B5ORs58iRgezf34xz596isPB8bS9dkiRJus/JwKW2hIDMzH9mXPT1q2ZcMjPXU1iY2KhnWyo9\n0+kZ0q+n8/vZ33U/qUuX8mWjTZtgzpyq4gFNmrDPz498tZqusbHsv34N91fd8Y/xR2WoIqZrDOfe\nOoe6uPbLPYqih7V1b1q0WELXrmfx94/Bzm44588vYf/+5hw79iSXL/8h98NIkiQ9IGTgUlsV6f4r\nAxfnEgNEkcDQwZDr1w9gatoGCwvfez3KO+bv7E87+3a6b9KtNHw4LF0KH30EX35ZVdzGzIwoPz9a\nmprSNy6O8IsXMe9gjl+UH83eaEbKohRiu8aSezS3zmNWFAULCz9atlxO9+5peHsvIz//JIcP9+fA\ngTacP/8ZJSVX6ty+JEmSdO/JwKW2KtL9qx0dyS4pwfFqebZXAwcDiorSMDJyvZejqzeKojDedzw/\nnfyJywWXa3fyjBkwfTo8/zxUPA4ewN7QkJ0dOzLKwYGQ+HjeOncO9BU83vbAL8oPdYmaGP8Ykhcl\noy69s822+vqWuLhMo3PnY/j67sLcvCOJia+wb19TTp2ayPXrh+6ofUmSJOnekIFLbVWk+8+xt0cN\n2F6pCFzsDSguTsfQ8MF5EvIYnzGUqktZf2x97U9esgQGDy6/TfrQP0GCkUrF6tatWejhwYLkZAYd\nOUJWcTEWfhYExATg9rIb5948x6Geh8iLz7vja1AUBWvrQNq120C3bim4u88hO/tXYmL8iI3tzoUL\n31FWVnjH/UiSJEl3hwxcaqtixiXTxgYA64qVB0MHw4oZF5d7NbJ652TuxGPej/Ft3Le1P7nyNuk2\nbeDxxyElpeqQoijMbdaMHT4+xOTm0ikmhn1Xr6IyUuH5vied9nai9Gop0Z2iSf0ktVrSuroyMnKm\nefM36dYtiXbtfkRPz5yTJ8exb58riYmzZYI7SZKkRkAGLrV18SIYGXHJyAgAi8sCFNBvokdxccYD\nFbgABLUL4mD6QbLys2p/splZ+QMZjYzKg5erVzUOD2jShEP+/rgbGREYF8dn588jhMCqmxUBhwJw\nmeZC4quJHHroEPln8uvpikCl0sfefgQdO/5Oly4ncXIaS3r6V0RFeXHkyONkZ29DCB3vppIkSZLu\nKhm41FblrdAl5blCTHLUGNgZUKrOQojSB2qpCKCzS2cADmXUcU+Io2P5Ppfz52HkSCjRzLHiamzM\nX76+THdxYWZCAqNOnOBaaSl6Jnq0WNIC312+FGcUc7DDQZLeSaKssH4DClPTVrRosZQePdJo1Wol\nxcUZHD06mKioFqSkfEhx8aV67U+SJEm6MzJwqa0bks/pKwp6WWUVG3PTAR64GZcWTVpgYWhBbEZs\n3Rtp0wZ+/BF27YLJk8tvKb+BgUrFJy1a8EO7dvyWk0NATAxHcsvvLrLubU3no51xe8mN5PeSifaJ\nJmdnzp1cklZ6emY4Oz+Lv38Mfn77sbIK5Ny5t9i3z5X4+HFcvbpf3lItSXW0evVqVCqV1peenh4H\nDhy44z5WrFjBqFGjaNasGSqVigkTJmitd+HCBV5//XUefvhhLC0tUalU7N69u1Z9paenM2rUKGxs\nbLCysmL48OGcO6d9qfmbb76hbdu2mJiY0LJlS7744gud+rjxPYuMjNRax83NDZVKxdChQ2s1/kuX\nLmFgYMC4ceNuWSc3NxcTExNGjhxZq7bvBv17PYC7SVGUlsAGyp9WqQCtgCAhxFadG7khcLEzMKDk\nUnm6/6Ki8mRnRkYP1oyLSlHRybkTsRfuIHAB6NsXvvkGxo2D5s1h/vxqVZ6wt8fHzIyRx4/TNTaW\nFd7ejHd2Rs9UD89FnjiOceT0tNMcGXAEhyAHvJZ4YeRsdGfjuomiKFhadsXSsiteXp9w4cK3pKev\n4OLF7zA396Vp02k4Ooagp2dWr/1K0oNOURQWLFhA8+bNqx1r0aLFHbf/0UcfkZubS5cuXbhQcROF\nNqdOnWLx4sV4e3vj4+PDvn37atVPXl4effr04fr167zxxhvo6+uzZMkS+vTpQ1xcHDYV+x8Bvvrq\nK6ZOncpTTz3Fyy+/zN9//8306dMpKCjg1Vdf1ak/ExMTwsLC6NGjh0b5rl27SEtLw9jYuFbjB7C3\nt2fAgAFs2bKFwsJCrW388MMPFBcXM3bs2Fq33+Dq81HTjekFmAGZgMlt6vhx8yO7/f2FmDhRvHD6\ntOhw4IA41O+QODbqmEhL+0pERKhEWVmJ1sd7N2Yzf50pWixrUT+NLVggBAjx3//eskp+aal4Nj5e\nEBEhno2PF/mlpVXH1Gq1yFidIfbY7xG7LXeL1M9ThbpUXT9juwW1ukxkZf0ijhwZLCIiFPH33zYi\nMXGOKCxMb9B+pX+XmJgYUe3nzQNi1apVQqVSNei1paSkVP3d3NxcPPPMM1rr5ebmisuXLwshhNi0\naZNQqVRi165dOvfz4YcfVruWkydPCn19fTFv3ryqsoKCAmFnZyeGDh2qcf6YMWOEhYWFuHLlym37\nWbVqlVAURYwcOVI4ODiIsrIyjeOTJk0SnTt3Fh4eHmLIkCE6j7/S2rVrhUqlEhs2bNB6/JFHHhE2\nNjaiuLj4lm3U9D1beRzwE/X4+/vfvFQ0FPhDCFFQq7MqH7B4U7r/oqI0DA0dUakevEksP2c/EnIS\nuFp4tebKNZk3DyZNgokTYccOrVVM9PT4unVrvm3VirDMTPxjYoi5Xv5YAEVRcBrnRJeTXXAIdiDh\nxQRiusZwLfranY/tFhRFha3tY3To8D+6dk3EyWk8aWmfs39/M+Ljx5Obe7TB+pYkSTdubm461TMz\nM8Pa2rrO/fzwww907twZP79/HuvSqlUr+vXrx8aNG6vKIiIiyMnJYdq0aRrnP//88+Tm5rJt27Ya\n+1IUheDgYLKzs/n993+ymJeUlLBp0yZCQkK0LmELIfj0009p3749JiYmODk5MWXKFK5c+ScB54gR\nIzA1NSUsLKza+ZcuXeLPP//kqaeewsDAoMZx3m3/5sBlFOXLRrq7Od2/gUFVuv/i4vQHbn9LJT/n\n8v+gcRfi7rwxRYH//Acee6x8s27srZegxjs7E+Pvj4lKRbfYWN5LSqK04hlIBk0MaPVlKzrt64Qo\nFcR2ieX086cpudKwD1g0MfGgRYsldO9+Hg+PRVy58gfR0T4cPjyQnJzf5D4YSbqNq1evkp2drfHK\nydHcs3blypVqdbS9Cgpq95mzPgghOHLkCAEBAdWOdenShcTERPLyyvNPHarIX+Xv769Rz9/fH5VK\nVXW8Js2bN6dbt26Eh4dXlf3yyy9cu3aNoKAgredMmjSJ2bNn07t3b5YtW8aECRNYt24djz76KGVl\n5Tc4mJqaMmzYMHbs2KER0ACsX78etVpNaGioTmO82+7rwEVRlN6KomxVFCVNURS1oijVdiApivK8\noijnFEUpUBRlv6IonXVo1wLoDvxSU10Nlen+K+4qstc3oCTrxhmXB2t/S6VWdq0w0Te5sw26N9LX\nh/Xr/8nxkpR0y6ptzMzY5+fH6+7uvJWURO+4OM7k/3NrtFU3K/yj/fFa4sXFNRc50PoAF9ZcQKgb\nNoDQ17fC3f0VunY9S5s2aykpucSRIwOJju7IhQurUauLG7R/SWpshBD069cPe3t7jZerq2a28U6d\nOlWrc/PLwcGBxYsX3/VryMnJoaioCGdn52rHKsvS08tv1MjIyEBPTw87OzuNegYGBtja2lbV00VI\nSAg//fQTRUVFAISFhfHQQw/h5ORUre6ePXv45ptvWLNmDStWrGDixIksWrSIH3/8kQMHDvD9999X\n1Q0NDaWoqIhNmzZptBEWFoaLiwuBgYE6j/Fuut/XNcyAOOAb4MebDyqKMhr4BJgEHABmATsURWkp\nhMiqqDMNmEj5Olt3IUQRMAz4TQhRu98ulRu+HB25VFyMc74elJVnzS0qSsfKqsftz2+k9FX6dHTq\neOcbdG9UmeOle/fy2Ze9e6FJE61VDVUqFnh4MKhJE8adPIlvdDQfe3kxpWlTFEVBpa/CbaYbDk85\nkPBSAiefPknaF2m0+LQFVj2s6m/MWqhUBjg6huLgEMKVK3+RmvoJJ0+O5+zZObi4vEjTppMxMNB+\nXZJUZ/n5cPJkw/fTujWYmtZLU4qisHz5cry9vTXK9fT0NL4OCwvTaTbF09OzXsZVG5XjMjKqflNA\n5QbXyjoFBQUYGhpqbcfY2LhWM0ajRo1i5syZ/PzzzwwcOJCff/75lncnbdq0CWtra/r160d2dnZV\neadOnTA3NyciIqJqpuaRRx7B3t6esLAwnnvuOQCSkpKIioritdde03l8d9t9HbgIIbYD2wEURVG0\nVJkFfCWEWFNRZwrwODAB+KiijeXA8pvOGwV8VesBVT6nyMGBrIwMnK6WT1iVLxU9uDMuAH5OfvyV\n/Ff9NurgANu3Q48eMHQo7NwJt9kh393KiriAAF5JTGTamTNszc7mm1ataFrxQ8TIxYh2G9px5YUr\nJMxM4FDPQzgEOeD5gSfGzWq/8742FEXBxqYvNjZ9ycuL5/z5JSQlvUNy8ns4Oz+Lq+tMTEzu/g9a\n6QF18iTctATRIGJi4Ia9HHfq5r0h2nTv3r3e+qtvJiYmAFUzHzcqLCzUqGNiYkJxsfbPxoWFhVX1\ndGFnZ0f//v0JCwsjLy8PtVp9y9uUz5w5w5UrV3BwcKh2TFEUMjMzq77W09Nj9OjRrFixgoyMDJyd\nnVm3bh2KohASEqLz+O62+zpwuR1FUQwAf2BRZZkQQiiKspPyZaBbnWcJdAaeqHWnFYHLFTs7yjIy\nsK14wKK+vaAkI+uB3eMC5ftcvoz5krziPMwM6/FWYG/v8pmXvn1hzBjYuBFUt17BNNPTY0XLlgy1\ntWXCqVN0OHiQL1u25Kkb/pNa97bG/6A/F9Zc4NyccxxofQC3V9xwm+2GvnnDf8ubmbWhVauVeHi8\nR1ractLS/kNa2n+wt38SN7dXsLTs0uBjkB5wrVuXBxV3o5+7LCsrq2ofxu2Ym5tjZnZ30xI0adIE\nIyMjMjIyqh2rLGvatPwDrLOzM2VlZWRlZWksF5WUlJCdnV1VT1chISFMnDiRjIwMHnvsMSwsLLTW\nU6vVODo6EhYWpnXPnb29vcbXY8aM4YsvviA8PJyXXnqJ9evX07ZtW3x8fGo1vrup0QYugB2gB1y8\nqfwi5flZtBJCXAOqL1DexqxZs7CysoKzZ0GlInfcOPDzw9rrWQQgrLMg48HL4XIjP2c/1ELNkYtH\n6O5Wz5+IunYt3/MyYgS89BIsXVq+ifc2HrO15WhAAFPPnGHUiROEZmXxmbc3thU74BWVgvN4Z+xH\n2pPyQQopi1PI+CYDz/c9cRzriKK6ffv1wdDQEQ+Pd3B3n82FC6s5f34JsbFdsbLqjZvbq9jaPo6i\n3NfbzKT7lalpvc6E3E86d+5McnLybesoisJbb73FfC35oBqSoih06NCB6OjoaseioqLw9PSsCqZ8\nfX0RQhAdHc2jjz5aVe/gwYOo1Wp8fX1r1feIESOYPHkyUVFRbNhw6/tKvLy8+OOPP+jRo4fWJa2b\ndenSBS8vL8LCwujfvz/Hjx/n/fffr9XYAMLDwzU2EEP5ZuyG0JgDl7tm6dKl5dObc+dCbi5/r1tH\nRFwc5ocEuQYKZUblU2+Ghg/ujEs7h3YYqAyIzYit/8AFypeKvvgCpk0Dd/fyAKYGdoaGbGzblnUX\nL/JiQgK/HzjAMm9vRtnbU7myqG+uj+d7njg/58zZ189ycvxJzn9+nhaftsC6V91viawNPT1TXFym\n0rTpJLKytpKauphjx4ZiYtIKN7eXcXQci55ewy5lSVJjcT/tcUlNTSU/P59Wrf75LDxy5EjmzJlD\nbGxs1bLXqVOn+PPPPzX2hTz88MM0adKEFStWaAQuK1aswMzMjMcff7xWYzEzM+PLL78kKSmJIUOG\n3LLeqFGjWL58Oe+++y4LFy7UOFZWVkZubm75B/EbhIaG8u677/LWW2+hUqkIDg6u1dgAgoODq50X\nGxtb7a6q+tCYA5csoAxwvKncEbh12sQ7cUPWXADjnDKK7Mv3t8CDPeNiqGdIB8cO9XdnkTZTp5Y/\nRfqVV6BFi/JgpgaKojDGyYl+Nja8eOYMQSdOsM7WluXe3rjesF/GpLkJ7daX739JnJVIXO847EfZ\n4/mBJyYeuq813wlF0cPefgT29iO4ejWS1NSPOX16MufOvYGLy4u4uEzFwMD2roxFku42IQS//PIL\n8fHx1Y716NEDDw8PoO57XH7++WcOHz6MEIKSkhIOHz5c9Yt72LBhtG/fvqrue++9h6IoHD9+HCEE\na9as4e+//wZg3rx5VfXGjh3L7t27UVekYQCYNm0aK1euZNCgQbzyyivo6+uzdOlSnJ2deemGD1zG\nxsYsWLCAF154gVGjRjFw4EB2795NWFgYixYt0imXzM1LPbpksQ0MDGTy5Ml88MEHxMXF8cgjj2Bg\nYCwTMu4AACAASURBVMDp06fZtGkTy5Yt44knNHdKjBkzhnfffZctW7bQq1cv3N3da+znnqrPbHYN\n+QLUwNCbyvYDn93wtQKkAq/WU5+amXMHDRJi6FDxZVqaUEVEiJNTTomDvgdFauqnYtcuY6FWN2wG\n13vtuS3PiY4rOjZsJ2VlQjz5pBBmZkIcOlTr03/MzBTOe/cKi927xfLz50WZln8TdVl59t29TfeK\nvwz/EgmvJIjinFtnh2xIeXmnxalTU8WuXcZi1y4TcerU8yI/P+GejEW6t/4NmXNv9Vq9evUd9zF+\n/Hid21cURWs9PT09jXp9+vSpViaEEGlpaWLUqFHC2tpaWFpaimHDhonExESt4/r6669FmzZthLGx\nsfD29hbLli3T6Xp0zTbs4eFRLTtvZb+dO3cWZmZmwsrKSnTs2FHMmTNHXLhwQWs7Xbp0ESqVSnz1\n1Vc6jU+Ie5c5VxH/z96Zx1VdpX/8fe5luZd930FAQcSNRRCtzNK0ptQcV1D7lVOWU1lmU5OVmmVp\nOVmNo7ZY2iioqS1j20xu1SiiCO6ICyog+6IIynbP748LjAjIInCv+n2/Xt/X697zPd9zPhfuvd/n\nPuc5z2PECbOEEJZAN/QGyX7gBWA7UCilTBdCjAdWAU/xv+3QY4EgKeUNl/UVQoQBiYMGDcLW1pbo\nw4eJHjqUt2bP5u+ZmWxdYkt1STVWy9aSl7eZqKiTNzqlUbN873Jm/DSDkldK0Jh04NJGWRkMGqT3\ncCUkQCM5E65HcWUlL58+zSdZWdxpa8ungYEENRLEV11aTfr76ZxbdA6VuQrfOb54TPdAZdb5cScV\nFXmcP7+czMylVFYW4Oz8R7y9/6IE8t5G1LrVExMTm915o6BgDDT1nq2Nd7lw4UJtActwKWW7ueuN\nPTKwH5AEJKK32v6G3oB5A0BKuQF4EZhf068PMLw9jJarWbJkCd999x3RlZX1suZene7/Vl4mqiXM\nPYwqXRWHcw937EQWFvDdd/pMxaNGQSszZNqZmvJx9+7sCAkhp6KCvvv28daZM1Rc5e4FUFuq8X3d\nl/4n++M81pmTL5wkITiB3I25nZ4B18zMGV/fOURFnSUwcBmXLiWzf39/kpLuJj9/C1Lqmh9EQUFB\nwQiIjo7mu+++Y8mSJR0yvlEbLlLKnVJKlZRSfc0x9ao+y6SUvlJKrZRygJSyYbh3+4jRewBqs+aa\nmd0W6f6vpo9rH9RC3bFxLrV4eOiNlyNH4NFHQdf6G/fddnYc6NePWd7ezDtzhn6JiSRcbFjTyNzN\nnO4fdyfiYAQW3S04Ou4oSXckcWF3x0TEXw+1WouHx5NERqbQs+cmpKzg8OER7N3bm6ysL9DpGuaP\nUFBQULidMGrDxagoKoIaj0tdgcW8Wz/d/9VoTbX0cO7ROYYL6Ld7rlmjz+3yxhttGkKrVvO2vz/7\nwsMxE4Ko/ft5JjWVC1VVDfpa9rSkz/d96PtLX3SXdSQNTOLI+CNcPtX5NVH0gbx/JDR0FyEhv6HV\nduP48anEx/tx7twiKiuLmx9EQUFB4RZEMVxawMyZMxk5dixxULdU5IIJVYVVmDibUF5+e3hcAMLd\nwzvPcAF9bpd33oH586GRKqYtJcTamviwMJZ068bqnByCEhJYn9v4kpD9EHvCE8MJWh3EhV0XSOiR\nwMmZJ6ks7NgCjo0hhMDO7k569/6WiIhjODo+SFraHOLjvTl5chZXrqR3uiYFBQWF6xEXF8fIkSOZ\nOXNmh4yvGC4tYMmSJXw3Zw7RUGe4eFzS/+nULlfQ6UpvC48L6ONcDuYcpLK6E2/iL78MjzwCU6fC\n7t1tHsZEpeI5Ly+ORUQw0MaGiUeP8sDBg5xqJIZGqARuj7jRP7U/vvN8yfosiz1d95D+fjq6csPE\nm1haBtG9+6dERZ3F03MG2dmfs2ePP8eOTeHSpYMG0aSgoKBwLbd1jItRUVNgUbq6kl9ZicvFmsJg\nTvoiVreLxyXMPYzy6nKO5TfMxdBhCAGffAIREfDww9BMVs3m8NJo2NSrF//q1YtjZWX02ruXBWfP\nNgjeBVBbqOkyuwv9T/bHZaILp146RUKPBHI3dH4Aby3m5m74+y8gKiqdrl0XU1z8K/v29eXgwT9Q\nXLzTYLoUFBQUOgPFcGkpOTmg0XDBwoJKKXGqCTGQtvqsubfDriKAvq59EYjOXS4CMDeHr7/WV5V+\n6CFoJMi2tTzk5MTRyEhmeHoyNy2NkH372FnceOyImasZgcsDiTgYgWVPS45OOErSwCQu7Or8AN5a\nTEys8PJ6jv79TxIU9E/KyzNITh7M/v1R5OVtRsrm670oKCgo3GwohksLmDlzJiOXLiXOyqoua65d\nzf1NZ6HfeX27LBVZm1sT6BjY+YYLgJOTviBjejqMH68Plr5BLNVqFnXtSlK/ftiZmDA4OZnHUlLI\nb6Kqq2WwJb3/1Zu+W/uiK9eRdEcSR8YZJoC3FpXKFDe3yfTrd4DevX9ArbbgyJExJCQEc/78p1RX\nXzGYNgUFhdsPJcbFCFiyZAnfDRpEdNeudYaLZZFEZaGikixMTOxRqzsnbbwxEOYeZhjDBSA4GDZt\ngq1b9XWN2mlZpLeVFb+HhvJxYCDf5OcTlJDAF1lZTS672N9rT/i+mgDe3TUBvC8YJoC3FiEEjo4P\nEBKynbCweCwte5Ga+iR79vhx9uxCZSeSgoJCp6DEuBgL2dl1W6EBNAU6zFzMbpscLlcT5h5GcnYy\n1ToDLUUMGQKffaY/2lDFtClUQjDNw4OUyEjud3Bg6vHjDE5O5lhpaaP96wXwzvUl61PDB/DWYmPT\nn169NhEZmYKj4wjOnJlLfLwPp079hfLyTINqU1BQULgRFMOlpVxVYFEAJvnVmLqY3jY5XK4mzD2M\n0spSThSeMJyI//s/mDcPXn31hrZJN4armRlrgoP5T58+ZNVk3n09LY3L1Y0bamoLNV1evSqA9y+n\nSOiZQN7mPIMHylpYBNK9+ydERZ3B0/Npzp//hPh4P1JSplJammJQbQoKCgptQTFcWspVWXMdTEyo\nqks+d/t5XELdQgEMt1xUy5w5egPmscdg5852H36ogwMH+/XjFR8f3j13jt579/KfwsIm+18dwGsR\naMGRMUdIHpxMSWJJu2trLebm7vj7v8OAAen4+S2gsPAn9u4N5vDh0Vy4EG9oeQoKCgotRjFcWsDM\n559nZGYmcenp+uRzZmZU5lXWpPu//Twu9lp7/Oz8DG+41G6TvvNOfaK6lPb3IGjUat7w8+NgRATe\nGg3DDh4k5uhRssubTr1v2dOSPj/0oc9PfagsqCSxXyLH/u8YVzIMHyRrYmKDj89fiIpKo3v3Tykt\nPUpS0gCSkgZTUPCjwT1ECgoKNz9KcK4RsOSNN/hOSqIffJC8mnT/FbkVmDirKS/Puu08LqBfLkrM\nSjS0DDAz0wfrenjAAw/oPWMdQHcLC7b17cvqoCD+U1REUEICH58/j+46N3qH4Q70S+5H4MeBFP5U\nSEJgAmlz06i61LDcQGejUpnj7v4nIiOP0rPnJnS6yxw69Af27QshJycWnc7wGhVuHVavXo1KpWr0\nUKvVJCQk3PAcy5cvZ/z48XTp0gWVSsXUqVMb7ffbb78xatQofHx80Gq1uLu788ADD7Br164WzfPG\nG280+josLCwa7b9y5UqCg4PRarUEBgaydOnSFs1z9d+sKW3e3t6oVCpGjhzZojFrycvLw9TUlEce\neaTJPpcuXUKr1TJ27NhWjQ0dH5xr0iGj3mrULg/Uqwx9CbXHRaD6tsnhcjVh7mEs+u8idFKHShjY\n/rWzg++/h6goGDECtm/X53tpZ4QQPOLmxoOOjrx86hRPpaayJieHTwID6dHEfCoTFR7TPHCZ6MK5\nd85xbtE5sj7Nwm+BH27/54ZQiXbX2RpqayI5OY2muHgn584t5NixSaSlvYqX1yzc3aeiVjf+hayg\n0BqEELz55pv4+vo2ONetW7cbHv/dd9/l0qVLREZGkl2TMLQxUlNTUavVTJ8+HTc3N4qKilizZg2D\nBg3ihx9+YNiwYc3OJYRgxYoVWF71uVer1Q36ffzxx0yfPp1x48Yxa9YsfvvtN2bMmMHly5f5y1/+\n0qLXpdVqiY2NZeDAgfXad+7cSWZmJhqNpkXjXI2zszP33Xcf3377LVeuXGl0jE2bNlFRUcGUKVNa\nPX6HI6VUjiYOIAyQiStWSAlSpqbKkL175dPJx+R2tsu0dT/L7duRFy7slbcbP574UTIPebLgpKGl\n/I/ERCktLaUcNUrKqqoOn25HUZEMiI+XZjt2yPlpabK8urrZa8rSyuSRiUfkdrbLvaF7ZeG2wg7X\n2VouXkySR45Ey+3bVfL3351kWtp8WVGRb2hZtzyJiYkSkImJiYaW0u6sWrVKqlSqDn1t586dq3ts\nZWUlH3vssRZfW1ZWJt3c3OQDDzzQbN958+ZJlUolCwoKrtvv8uXL0snJSY4cObJe++TJk6W1tbUs\nLi6+7vWrVq2SQgg5duxY6eLiIquv+X6ZNm2ajIiIkH5+fnLEiBHN6r6WNWvWSJVKJdevX9/o+WHD\nhkl7e3tZUVHR5BjNvWdrzwNhsh3vzcpSUUu42uNSUYFHSY1l7ZAP3D7p/q/GaAJ0ryYsDNavh3/9\nC154ocOnu9vOjoP9+vGitzfzz54lbN8+dl+4fiZdra+W4LhgQneFojJXceDeAxwaeYjSlMa3XBsC\na+sQgoNj6d//JM7OEzh37m127/bhxInnuHz5jKHlKSg0ire3d5uv1Wq1ODs7U9xE5uzG0Ol0lJQ0\nHXi/fft2CgsL+fOf/1yv/emnn+bSpUt8//33zc4hhCA6OpqCggL+85//1LVXVlayceNGYmJiGo1L\nk1LywQcf0KtXL7RaLW5ubjz11FP1Xt/o0aOxsLAgtpFdmXl5eWzbto1x48ZhamrarM7ORjFcWkJB\nAWg0yJrMuS7Feve+ziYPUGNm5mJYfQbA1coVT2tP4zJcAB58EP7xD/joI/jwww6fTqNWs8Dfn8Tw\ncCzUau5ISmLGiROUVF0/RsR2gC2hu0IJXhdM6aFS9vbaS+rTqVTkNZ6x1xBotX4EBi4lKuoc3t4v\nkpOzhj17unH06CRKSpINLU/hJuTChQsUFBTUOwqv2alXXFzcoE9jx+VGiqO2hpKSEgoKCjh+/Diz\nZ8/myJEjDB06tEXXSinx9/fH1tYWa2trpkyZQm5ubr0+SUlJAISHh9drDw8PR6VS1Z1vDl9fX6Ki\nooiLi6tr++GHH7h48SITJ05s9Jpp06bx8ssvc9ddd/HRRx8xdepU1q5dy/333091TVoHCwsLRo0a\nxc8//9zAYFu3bh06nY5Jkya1SGNno8S4tICZGzZgKwQPx8ZS4eWF40W94VKtzcGs2g0hGq5t3g6E\nuYexP9vIDBeAp56CU6dg5kzw9YVRozp8yj5WVuwOC+PvGRm8mpbGN/n5LAsI4CEnpyavEULgMsEF\nx1GOZC7N5OxbZ8lZk0OX2V3wfM4TtcY43ldmZs74+b2Bj89LZGV9TkbG+yQmhmJvfx/e3i9hbz8E\nIQwbq6Ng/EgpGTJkSIN2jUZDWVlZ3fPQ0FDONlNIVQjB3LlzmTNnTpv1jB8/np9//hkAMzMznnzy\nSV577bVmr7O3t+fZZ59lwIABmJub89tvv7F06VL27t3Lvn37sLKyAiArKwu1Wo3TNd8BpqamODo6\ncv78+RZrjYmJYfbs2ZSXl2Nubk5sbCx33303bm5uDfr+/vvvrFy5kri4OCZMmFDXfs899zB8+HC+\n+uqrOoNn0qRJxMbGsnHjRh5//PG6vrGxsXh6ejJo0KAWa7yauLg44uLiuNCMB7qtKIZLC1gSEkJY\nbi6nxoyBPXuwLdK3V5vk3JaBubWEu4ezdO9SpJTGd+NatAjS0iA6Wp/jJSKiw6dUC8Hz3t487OTE\nU6mpjDh8mAnOznwYEICrmVnT12nU+Lzog9ujbpx98yxpr6WRuSwT/3f8cZnoYvAA3lrUaku8vJ7F\nw2M6eXkbSU9/l4MH78PKKhRv77/g7DwOlUr5SukMyqqrSbnqZt9RBFlYYNFI0GlbEEKwbNkyAgIC\n6rVfG9QaGxvbIm+Kv7//DelZtGgRL774Iunp6axevZqKigoqKysxu85nFWDGjBn1no8ePZqIiAgm\nTZrEsmXLeOmllwC4fPlyk2NpNJpWeYzGjx/P888/z5YtWxg+fDhbtmxpcnfSxo0bsbOzY8iQIRQU\nFNS1h4aGYmVlxfbt2+sMl2HDhuHs7ExsbGyd4XLmzBn27NlT9zraQnR0NNHR0ezfv7+Bx6k9UL5l\nWkJhYV18C4BVoY4KOxMqqm6/5HNXE+YeRn5ZPhkXM/C2bfv6coegUsE//wn33quvJh0fD35+nTK1\nr1bLj336EJuby3MnThCckMDSgAAmurhc18AzczIj4MMAPJ/x5PTLpzk26RgZH2TQdXFX7AbZdYr2\nlqBSmeDqOhEXlwkUF2/j3Ll3OXYshrS02Xh5vVCzE6n9d3Up/I+UsjLCEzs+HUFieDhh1tbtNl5E\nRARhYWHX7TNgwIB2m+969OnTp+7xpEmTCAsL47HHHmPDhg2tHis6OppZs2bxyy+/1N3wtVotFU0U\na71y5Qpabcvr2zk5OTF06FBiY2MpLS1Fp9M1uU35xIkTFBcX4+LSMIRBCFFvSUutVjNhwgSWL19O\nVlYW7u7urF27FiEEMTExLdbX2SiGS0soLISePesKLGoKdciadP+2tncZWJzhCHYOBuB4wXHjM1wA\ntFr47jv9NukHH4T//hfs7TtlaiEEk1xdGWZvzzMnThBz7Bhf5eWxPDDwut4XAIsAC3pt7kXxb8Wc\nmnWK5LuTcXrYCf9F/lgEGs/WZCEE9vZDsLcfQklJMunpizl5ciZnzszDw2M6np7PYG7e0JWtcOME\nWViQ2AG/ZBubp7PJz8+vi8O4HlZWVvW2I98IpqamjBw5kkWLFtUtx7QWb2/vevE67u7uVFdXk5+f\nX2+5qLKykoKCAjw8Wuetj4mJ4YknniArK4sHHngA6yYMSp1Oh6urK7GxsY0G7jo7O9d7PnnyZJYu\nXUpcXBwvvPAC69atIzg4uJ5hZ2wohktLyM/XF1isMVzU+dWYuZhRehum+78aJwv9h7HocpGBlVwH\nZ2f48UcYMADGjIGfftInreus6c3MWN+zJ+Nyc/lzK7wvAHZ32REWH0bu+lxOv3KahOAEPJ7woMuc\nLpi7t/6LtSPR70Rag7//AjIyPiAz80PS09/D1TUGL68XsLLqbWiJtxQWanW7ekKMiYiIiE6JcbmW\nsrIypJSUlJS0yXA5c+ZMPW9SSEgIUkr27dvH/fffX9e+d+9edDodISEhrRp/9OjRPPnkk+zZs4f1\n69c32a9r165s3bqVgQMHtuh1REZG0rVrV2JjYxk6dChHjhzhnXYsXtsRKIZLSygqqlsqsjcxoTq/\nChN3HVVVBbdduv+rsTG3QS3UFF5uun6PURAYCN98A0OHwhNPwKpV+nIBnchYFxfutrPj6Rrvy8a8\nPJa1wPsiVALXaFecRjtx/h/nObvgLNlfZuP1vBfef/HG1M64tipqNF3o1m0Jvr7zOH/+UzIzPyQ7\nexX29vfh5fUCDg7DjS8eSsGo6OgYl7y8vAZeh+LiYjZt2oSPj08970h6ejplZWV07969ru1aDwrA\nsmXLyMvL44EHHqhru/fee3FwcGD58uX1DJfly5djaWnJgw8+2CrdlpaWrFixgjNnzjBixIgm+40f\nP55ly5Yxf/58FixYUO9cdXU1ly5dwtbWtl77pEmTmD9/PnPnzkWlUhEdHd0qbZ2NYri0hKqqellz\nK3Ir0Abro6VvZ4+LEAJ7rb3xGy4Ad92lN1hiYsDfH+bO7XQJzmZmbOjZk69qvC89ExL4R2Ag452d\nm72ZqzVqvGd54/YnN9LfTSdjSQbnV5zH5xUfPJ8xnh1ItZiY2OLj8yJeXs/VBPL+jUOHHsDCIhhv\n7xdwcZmEWt36jJ8KNy9SSn744QeOHTvW4NzAgQPxq4lBa2uMy5YtWzhw4ABSSiorKzlw4EDdjXvk\nyJH07q33+j3wwAN4eXnRv39/XFxcOHv2LKtWrSIrK6tBfMuUKVP49ddf0el0dW1dunRhwoQJ9O7d\nG41Gw2+//cb69esJCwtj2rRpdf00Gg1vvvkmzzzzDOPHj2f48OH8+uuvxMbG8vbbb2Nn13zc2rVL\nPS3JYjto0CCefPJJFi5cSHJyMsOGDcPU1JTU1FQ2btzIRx99xB//+Md610yePJn58+fz7bffcued\nd+Lj49PsPAalPbPZ3WoHtZlzQcrffpNTjh6Vd+7fL3d57ZJHF6+X27cjL1063GjGwNuFwL8Hyhd/\nftHQMlrOggX6LMirVhlURm55uRx3+LBk+3Y55tAhmVNe3qrrr2RekSlPpsjt6u1yl9cueX7leVld\n2XzmXkOh0+lkUdGv8uDBUXL7diF//91ZpqXNk+XluYaWZjTcDplzmzpWr159w3M8+uijLRp/2bJl\nctCgQdLFxUWamZlJV1dX+fDDD8v//ve/DcYcPHiwVKvV9dqmTZsme/XqJW1tbaW5ubkMDAyUs2fP\nlpcuXWpU12effSZ79OghNRqNDAgIkB999FGLXk9Lsw37+fk1yM5bO29ERIS0tLSUtra2sm/fvvKV\nV16R2dnZjY4TGRkpVSqV/Pjjj1ukT0rDZc4VspHgHQU9QogwIHEQYHvvvZwdNoyuf/gDz/UrxOXT\no+T4/Jk77ijC1NR4dnx0NgNWDqCHUw8+H/W5oaW0DCn1y0WrV+trGt15p0HlbMjN5ekTJ5BS8nH3\n7oy5xoXdHGWpZaS9nkbehjwseljg97YfTqOcjHo5pqzsBBkZH5Kd/QVSVuPm9gheXs9hadnT0NIM\nSu3W0cTExGZ33igoGANNvWevzuPy66+/AoRLKdst6VerMucKITYKIe4Xxvyt2AEsAb77+mtMhwzB\no9wEWSHBPg+VSouJiW2z19/KOGgdbo6lolqEgOXL4Y47YOxYyMw0qJzxLi4ciYhgkJ0dY48c4U8p\nKVxqJuvu1VgEWtBzfU/C9oZh7mnOkdFHSLojieKdLU9d3tlYWAQQGLiUAQPS8fWdS0HBFvbu7cWB\nA/eRn/8vpGx+R4mCgoLx0tHVoVub8t8e+B44J4SYL4S4sQxANwvm5mBtTV5lJe4X9X8ynXUe5uae\nRv3LtjO46QwXAFNTfU0jU1P9TqPycoPKcTEzY1PPnqzs3p31ubmE7NvHnosXWzWGTT8b+v6nL33+\n0wddhY7kwckkD0mm+FfjNWBMTR3o0uUVoqLO0KNHLFVVJRw+PJI9ewJJT/+AqqqOybqpoKBwc9Mq\nw0VKOQTwB1YCk4ETQohtQogYIYRx7c9sTxwckEBuZSUuNYZLtXnObb2jqBYHzU1ouAC4usKmTZCU\nBNdkwjQEQgimuruT3K8fjqam3LF/P2+eOUPVVUGBLcFhqAPhCeH0/LonlQWVJN9t/AaMSmWGq2s0\n4eHxhIXFY2MzgNOnX2LXLk9SU5+hrOy4oSUqKCgYEa0usiilPCulnCel9AfuA84DnwJZQoh/CCE6\nPitSZ+PoSGl1NVd0OhxrCixWqXNu6x1FtdyUHpdaIiP1y0affKI/jIBuFhb8HhrK7C5dmHfmDIOT\nk0lrZTE5oRI4P+xMv/39bioDBsDGpj/BwWuIijqLt/cs8vK+IiEhiIMHH6Cg4EekbJ0hp6CgcOtx\nQ9WhpZTbpJSTATfgFWAisKc9hBkVjo51WXNtiySooFJ3eyefq6XWcLlpg7ynToXp0+GZZ/RlAYwA\nU5WK+X5+7AwJIbOigr779rEmO7vVf+Ob2YAxN3fHz+8NBgw4R1DQaioqcjl06A8kJPQgI2MpVVUl\nhpaooKBgIG7IcAEQQvgBLwKzAVvglxsd0+i4ynCxLJKYOJlQXnFeWSpCb7iUV5dzuerGSswblA8+\n0BdhHDMGsrMNraaOO+3sSO7Xj4ednJiSkkLMsWMU17wPW8PNbMCoVOa4uT1CePg+QkN/x8oqhJMn\nn2f3bg9SU5+mtPSIoSUqKCh0Mm0yXIQQGiHEZCHENuAE8Aj6uBc/KeX917/6JsTB4X91igp0mHWp\nQKcrUzwu6A0X4OZdLgJ9CYCNG/VbpceNgyYKoxkCWxMTvuzRg7gePfixoIA++/YR38ZS8U0ZMEmD\nkyj4ocCovWZCCGxt76Bnz/VERZ3By2smeXmb2Lu3F0lJg8nN3YBOZzz/NwUFhY6jtduhI4UQK4As\n9HEt2cD9gL+Ucr6UMr0DNBoeR8e6ytAmBdWoffW1eRSPyy1iuAC4u+uNlz17YNYsQ6tpwERXVw5G\nROBlbs6g5GT+npHRZkPjWgNGd1nHoQcPsbf3XrJXZ6OrMO44Eo3GCz+/+QwYcI7g4HWA5OjRCcTH\ndyEtbQ5XrmQYWqKCgkIH0lqPSzzQH3gd8JBSxkgpf5HG/FOtPXB0JLeyElu1mqq8SlQ++pu04nG5\nhQwXgIED4aOPYOlSfXkAI8NHo2FnSAhPe3oy4+RJYo4da1XOl2upNWDC4sMI2RmC1k9LyqMpxPvH\nc27xOaoutn3szkClMsPFZQKhoTvp1+8QTk6jychYQny8L4cPj6GoaKtRe5EUFBTaRmtrFfVrz+x3\nNwsz164l86ef0AweTGXu/Zi66W/SZmbuBlZmeG4pwwXgySdh3z546ino2VMf+2JEmKpULOnWjQE2\nNvzp+HEi9+9nU8+e9LC0bPOYQgjsBtlhN8iO0qOlpC9OJ212GmffPIvHUx54PeeFuYdxZzuwsupF\nYOAy/P0XkpPzTzIzl3HgwFC02u54ev4ZV9dHbusM1woKncnVmXM7gtbmcakzWoQQdwkh1gghdgsh\nPGvapgghDJtDvQNYMm8edy5dStcHH6QitwKc8jExcVSKxAF2Gv3N4JYxXITQe1xCQ2HYMPj9VZAA\nsgAAIABJREFUd0MrapTxLi7sDQtDABGJiazLyWmXcS2DLQn6PIiotCg8nvLg/IrzxPvGkzI1hdKj\npe0yR0diYmKDp+fTREQcJiRkB1ZWfTh1aha7d3tw7NijXLiwS/HCKCh0MMaWORcAIcQY4GfgMhAK\n1P4cs0W/u+jWomZXkbPahMr8SqRdPubmSnwLgFqlxk5jd+sYLgAaDfz0E4SEwH33wb/+ZWhFjRJk\nacmesDBGOTkRfewYM06coKKVCeuawtzTnK6LujIgfQB+b/tR+O9C9vbcy8E/HKTg+wKkzrhv/kII\n7OzupmfPDURFnaNLl9e4cOFXkpLuYO/eXmRkfEhl5S30nlVQuI1o63bo14CnpJRPAFfvz/wv+orK\ntxYWFuRVVuJ12RR0oLNQks9djaPW8dYyXABsbeHHH+HBB2H0aPjcOItIWpmYsKZHD5YFBLDi/Hnu\nTk4m/cqVdhvfxMYEnxd9iDodRdDqICpyKzj00CH2BOwh/W/pVBa2fnt2Z2Nu7k6XLrPp3/8kffr8\nG0vLYE6depFduzw4enQyxcW/Kl6YDmb16tWoVKpGD7VaTUJCwg3PsXz5csaPH0+XLl1QqVRMnTr1\nuv1/+eUXhgwZgp2dHTY2NvTr14+vvvqqRXOlpKRw//33Y21tjaOjI4888gj5+fkN+kkpeffdd/H3\n90er1dK3b1/WrVvXojneeOONur9PZiM11UpKStBqtahUKma0Mvt3UlISKpWKOXPmNNnn5MmTqFQq\nXnzxxVaN3Rm0Nsallu7Ar420XwBuvYVkIcirqMD9Qm26/1wszfoaWJTxcFNnz70eGo2+ptEzz8Cf\n/gQ5OfDXv+qXk4wIIQTTPT0Jt7Zm3JEjhCUmEtejB0MdHNptDpWZCrdH3HCd4kpJQgmZSzM5Pfs0\naa+l4TLJBc+nPbEOtW63+ToCIVQ4ONyHg8N9VFTkkJ29mqysT0lOXotW2x0Pjydwdf0/zMycDC31\nlkQIwZtvvomvr2+Dc926dbvh8d99910uXbpEZGQk2c3kY/riiy94/PHHGTZsGO+88w5qtZrjx4+T\nnt78xtjMzEzuuusu7O3tWbhwISUlJbz33nscPnyYhIQETEz+d1udPXs2ixYt4sknn6Rfv358++23\nxMTEoFKpGD9+fItel0ajIS4uroEBsXnzZoQQbaqXFxoaSlBQEHFxccyfP7/RPmvXrkUIwZQpU1o9\nfocjpWz1AZwGhtY8LkG/HRr0+VyOtmVMYzzQe49kYmKitNy5U36y/rjcznb5+04Pefr061JBz/B/\nDpdj1o8xtIyOQ6eTct48KUHK556Tsrra0IqaJL+iQg5PTpaq7dvlh+npUqfTddhc5Tnl8syCM3KX\n9y65ne0ycWCizF6bLavLjffvcy06XbUsLNwqjxyZKHfsMJM7dpjJw4cnyIKCf0udrqpTtSQmJsra\n75tbjVWrVkmVStWhr+3cuXN1j62srORjjz3WaL8zZ85ICwsLOXPmzDbNM336dGlpaSkzMjLq2n75\n5RcphJCffvppXVtmZqY0MzOTM2bMqHf9oEGDpI+PT7OfzXnz5kmVSiXHjh0rw8LCGpwfNmyYHDdu\nnBRCyGeffbbVr+Ott96SKpVK7tmzp9HzQUFBMjg4+LpjNPeerT0PhMl2vDe3danoU+BDIUT/GlEe\nQohJwGJgeVuNKGPlcnU1pTodDsWAqppKnVJg8WpuWY9LLULA3Ln6ukYffQSTJxtVkrqrcTQ15fs+\nfZjp5cVzJ0/yVGoqle0U93ItZi5mdJndhf6n+9Nzc09UWhXHJh1jt89u0l5P40p6+y1ZdRRCqLC3\nv5fg4DgGDMjE3/8dLl1K5uDBYeze3YVTp/5KaelRQ8tUaAHe3t4t6rd8+XJ0Oh1vvPEGAKWlrQs6\n37x5Mw899BCenv8LFxgyZAiBgYFs2LChru2bb76hqqqK6dOn17t++vTpZGRksHv37hbNFxMTQ1JS\nEqmpqXVtOTk5bNu2jZiYmEavqaioYO7cuQQEBKDRaPDx8eHll1+m4qrvrUmTJiGlJDY2tsH1+/fv\n5/jx40yePLlFGjubthouC4FYYCtghX7Z6DPgYynl39tJm9FQXJMrw6YIcLkAVCsxLldxyxsutTz1\nFGzYoK8q/dBDUGKc9XLUQrC4WzdWdu/OF9nZDDt4kII2lApoKSoTFc6jnQn5JYSIIxE4j3Um44MM\n4rvEc/APB8nbnIeu0riT2gGYmTnh7f0CkZHHCAuLx8lpFFlZn7B3b0/27etHRsZHVFTkGVrmTc2F\nCxcoKCiodxQW1v/uKC4ubtCnseNyK4uP1rJ161aCgoL4/vvv8fb2rotTmTNnTrOxTufPnyc3N5d+\n/fo1OBcZGUlSUlLd8+TkZCwtLQkKCmrQT0pZr+/1GDRoEF5eXvUMjHXr1mFtbc2DDz7YoL+UkhEj\nRvD+++8zatQoli5dyujRo1myZAkTJ06s6+fr68vAgQPZsGFDg9ddu0wUHR3dIo2dTZsMlxov0ALA\nAegFRAHOUsrX21OcsVBU86VvVSgxDdDXdlF2Ff2P28ZwARg7Vr/jKD4ehgwxWuMFYKq7O1v79uVw\naSn9ExM51spflm3BMtiSwKWBDDg/gO6fdqeysJIjY46w22s3p14+RVlqWYdruFGEENjY9Ccw8B8M\nHJhFz56b0Wi8OXXqRXbv9uDQoZHk5m5Epys3tNSbCiklQ4YMwdnZud7h5eVVr19oaGiDPtceLi4u\nvPfee23SceLECc6dO8fUqVN5/PHH2bRpE3/4wx946623eO211657bVZWFgDu7g1zeLm7u1NYWEhl\nzf0iKysLV1fXRvuB3ghqCUIIJk6cSFxcXF1bbGwsY8aMwdTUtEH/tWvXsm3bNv7973+zePFiHn/8\ncT788EOWLl3Kt99+S/xVxWQnTZpETk4OW7durWuTUrJhwwYGDBjQaDySMdCq4FwhxDngu5pjm5Sy\nArjl/ahFVVWgUmFeVE1FlyIqATMzxeNSy21luADccw/s3Al33w2PPqovFWBkAbu13GVnR0JYGCMO\nHSJq/37WBwdzv6Njh89rYm2C+5/ccf+TO5cOXSJrZRZZn2aR/m46tnfb4v64O85jnFFr1R2u5UZQ\nqcxxdh6Ns/NoKiryyctbT3b2lxw9Og4TEztcXCbi6voINjZRbQqSbCvVZdWUpXS8EWgRZIHaon3+\nR0IIli1bRkBAQL12tbr++LGxsS3ypvj7+7dJx6VLl5BSsmjRorqA19GjR1NQUMCHH37I7NmzsWwi\noWOtLnPzhgkZNRpNXR9TU1MuX77cbL+WEhMTw+LFi0lMTMTOzo69e/eycOHCRvtu3LiRHj16EBgY\nSEFBQV37Pffcg5SS7du3ExUVBcCECRN4/vnniY2NZejQoQDs2LGDzMxMXn311Rbr62xau6toCjAS\n+AfgLIT4Gb0R872U0rjLzN4ARVVVYGaGSb6Oqu6FgBozMxdDyzIaHLQOlFaWUl5VjrmJcWdYbTdC\nQ+HLL/VbpRcuhFdeMbSiJvHTatkVFkbM0aM8eOgQ73frxgxPz0670Vr1tiLggwD8F/qT/3U+WZ9l\nkTIlhZPPnsR1sivuj7tj1deqU7TcCGZmTnh6Po2n59OUlqaQk/NPcnL+yfnzK9Bo/HBy+iPOzmOw\nsemPEG1dhW8ZZSllJIYndugcAOGJ4ViHtd9usYiICMLCrp8xY8CAAe02X2NotVrKysrqLZuAPmna\nzz//TFJSEnfe2XgeVa1WC0B5eUNv25WaNAS1fbRabYv6tYSQkBCCgoKIjY3F1tYWd3d37rnnnkb7\nnjhxgpSUFJydnRucE0KQm5tb99zBwYHhw4fz9ddfs2LFCszMzIiNjcXU1JRx48a1WF9n0yrDRUq5\nE9gJzBJC9ERvxDwLrBRC7KLGGyOlPN3uSg1IUVUV1lot1XmViEGFmJu7d/gX081Ebdr/oitFuFm5\nGVhNJ/Lww/D66/Dqq3pD5n7jLYxuY2LCt71789fTp3n+5EmOlJayNCAAM1XnvY/VGjWu0a64Rrty\n+dRlslZmkf1FNplLM7EKt8J9qjsu0S6Y2jd0fxsblpZB+PsvwM/vTYqLd5CX9xU5OWvIyPgbZmYe\nODmNxtl5DLa2d6FStTXrRNNYBFkQnhje7uM2Nk9nk5+fT3V1dbP9rKysmvSMXA8PDw9OnjzZYBnH\nxcUFKSVFRUVNXlu7zFO7ZHQ1WVlZODg41C3fuLu7s2PHjkb71epoDTExMSxfvhxra2smTJjQZD+d\nTkfv3r1ZsmRJozE71wYxT548mS1btrBlyxZGjBjB5s2bGT58OI6d4JltK23+REkpjwBHgHeEEG7A\nCPSGzNtCiNPAy1LK79tHpmEprKzE2dSUitwKhEOeskx0DVfXK7qtDBeAefNg/36IjtbXOOra1dCK\nmkQtBO917UqwhQVPpqaSWlbGpl69cGxknbyj0XbV4v+2P77zfSn8oZCsz7M4MeMEJ184ifNoZ9ym\numE/xB6hMs4luFpqdyXZ299LQMBSLlzYRV7eJvLzN3P+/D8wNXXCyelhnJz+iL39EFQqs3aZV22h\nbldPiDERERHB2bNnr9tHCMHcuXOvm0CtKcLDwzl58iSZmZn1YjgyMzMRQjTqqajFw8MDZ2dn9u3b\n1+BcQkICISEhdc9DQkJYuXIlKSkp9QJ04+PjEULU69sSYmJimDNnDtnZ2U3uJgLo2rUrBw8ebNIj\ncy0jR47E2tqa2NhYTExMKCoqYtKkSa3S1tm0y08BKWU2+i3SnwohLIDhwC0TufbzW29RrtXyY8a9\nPGCjpPu/lluu0GJrUKlgzRqIjNR7YHbvBivjXvZ4zN2dAK2W0UeOcMf+/fzUpw++rXBbtycqExVO\nI51wGulEeXY5OWtyyP48m4PDDmLuY47bo264PeqG1s8w+lqDEGrs7O7Czu4uunVbQknJXvLyNpOf\nv4msrM9Qq21xchqBk9MYHByGoVZ3vjfjZqCjY1wmTJjAunXrWLlyJW+++SagD0j94osvcHBwIDz8\nf56s06dPN5hrzJgxfPnll2RmZtZtid66dSupqanMmjWrrt+oUaOYOXMmy5Yt46OPPqprX7FiBZ6e\nngwcOLBVuv39/fnwww+5fPlyo7uaahk/fjw//PADn376KU888US9c1euXEGn02Fh8b/3nkajYfTo\n0axfv57S0lKsrKwYOXJkq7RdS0cXWWyT4SKE2AmsBL6SUtZ7h0kpy4Cv20Gb0RD44os4BPRgcHgh\n1RbrMTfvbWhJRsVtbbgA2NnBN99A//76DLvr1hltsG4td9rZsTs0lOEHDzIgKYkfevcm1Nqwv+DN\n3czxedEH71neXNxzkezPs8lYksHZ+Wexu8cOt6luOP/Rud2CRTsS/c6kSGxsIvH3f4fS0kN1npic\nnDUIYY6t7Z04ONyHvf19WFm17tf3zYiUkh9++IFjx441ODdw4ED8/PyAtse4bNmyhQMHDiClpLKy\nkgMHDrBgwQJAb0T06tWr7vGQIUN45513yMvLo2/fvnz99dfs2rWLTz75pN5OnXvvvReVSlVnwIA+\nG+7GjRsZPHgwzz33HCUlJSxevJi+ffvy6KOP1vXz9PTk+eefZ/HixVRUVBAREcHXX3/Nf//7X2Jj\nY9sUY/bss88222fKlCls2LCB6dOns337du644w6qq6s5duwYX331Ff/+978bxBlNnjyZL7/8kp9/\n/pnJkye3Kv6mMaKjo4mOjmb//v31DMF2oy1Z64APgFz0Kf4/BaLaMyuesRzUZM7ttWaNfHrnYbmd\n7fLXbfbyzJm3pcL/qKiqkMxDfpH0haGlGJZNm/TZdRctMrSSFpNdXi777dsnrX/9Vf6noMDQchpQ\ndalKZn2ZJZMGJ+k/fza/yuN/Pi4vJl00tLQ2U1qaIs+de18eOPCA3LnTQm7fjvz9dye5YcN9t3zm\n3KaO1atX3/Acjz76aIvHLy0tlTNnzpQeHh5So9HIvn37yri4uAZj+vr6Sn9//wbtR48elffff7+0\nsrKSDg4O8pFHHpG5ubmN6lq4cKH08/OTGo1G9u7du9F5GqM2c25BM59LlUrVIDt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LAAAg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\nNnoOAAAAAElFTkSuQmCC\n", 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\n", 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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -617,61 +583,6 @@ "plt.show()" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "There is also `redundant_reactions` attribute for cross sections (like total) which are built from summing up other cross sections." - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[, ]\n" - ] - } - ], - "source": [ - "pprint(list(gd157.redundant_reactions.values()))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Note that the cross sections for these reactions are represented by the `Sum` class rather than `Tabulated1D`. They do not support the `x` and `y` attributes." - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "data": { - "text/plain": [ - "{'294K': }" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "gd157[27].xs" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -683,29 +594,29 @@ }, { "cell_type": "code", - "execution_count": 23, - "metadata": { - "collapsed": false - }, + "execution_count": 21, + "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "Text(0,0.5,'Cross section(b)')" ] }, - "execution_count": 23, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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QLgBhn6rqxIbFoA2D2aDpKVKUrfHHi3/P793t/OtZ/CpCJSn6k62U+hzwYeCr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\n7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zoiogvYAWyQdLWkWZIul3RrnR9mW01KuhZT/1YPpEWzjwwxDzMbIScpZlbzCdKtkHx7\nPLe9mDAM6IuIF0gJwVmk/7ifBu4AXomIKI7P7ddHWhB7Dmktys+BW0kVjOKakvuB/wH3RcR/z3Qx\n2XHXAV8obPoUsI10S2cPcB/wLgqLbIGHSE8hnaBOQiTpMuAt2TgzGwPq/+4wM6uGrJqyDZiTXycj\n6d2kBbiXZE8PDXWcGcBuoHOI9SsjmeN6oCciftTM45pZP69JMbOWk7QY+BewF3gv8BNgey1BkTQJ\nmEaqsOxoJEEBiIhDkpaTKiVNS1Ky32t5OpunmY0RV1LMrOUkXQ98F5hJWkeyGfhWRLySbV8AbAX+\nDCyJiGdbNVczK4+TFDMzM6skL5w1MzOzSnKSYmZmZpXkJMXMzMwqyUmKmZmZVZKTFDMzM6skJylm\nZmZWSU5SzMzMrJKcpJiZmVkl/R8gvAbpuSeyUgAAAABJRU5ErkJggg==\n", + "image/png": 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\n", "text/plain": [ - "" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -776,10 +687,8 @@ }, { "cell_type": "code", - "execution_count": 24, - "metadata": { - "collapsed": false - }, + "execution_count": 22, + "metadata": {}, "outputs": [], "source": [ "gd157.export_to_hdf5('gd157.h5', 'w')" @@ -794,10 +703,8 @@ }, { "cell_type": "code", - "execution_count": 25, - "metadata": { - "collapsed": false - }, + "execution_count": 23, + "metadata": {}, "outputs": [ { "data": { @@ -805,7 +712,7 @@ "True" ] }, - "execution_count": 25, + "execution_count": 23, "metadata": {}, "output_type": "execute_result" } @@ -824,10 +731,8 @@ }, { "cell_type": "code", - "execution_count": 26, - "metadata": { - "collapsed": false - }, + "execution_count": 24, + "metadata": {}, "outputs": [ { "name": "stdout", @@ -856,10 +761,8 @@ }, { "cell_type": "code", - "execution_count": 27, - "metadata": { - "collapsed": false - }, + "execution_count": 25, + "metadata": {}, "outputs": [ { "name": "stdout", @@ -885,31 +788,27 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 26, "metadata": { - "collapsed": false, "scrolled": true }, "outputs": [ { "data": { "text/plain": [ - "array([ 0.00000000e+00, 3.02679600e-13, 1.29110100e-02,\n", - " 6.51111000e-02, 3.92627000e-01, 5.75226800e-01,\n", - " 6.96960000e-01, 7.39937800e-01, 9.63545000e-01,\n", - " 1.14213000e+00, 1.30802000e+00, 1.46350000e+00,\n", - " 1.55760000e+00, 1.64055000e+00, 1.68896000e+00,\n", - " 1.71140000e+00, 1.73945000e+00, 1.78207000e+00,\n", - " 1.81665000e+00, 1.84528000e+00, 1.86540900e+00,\n", - " 1.86724000e+00, 1.88155800e+00, 1.88156000e+00,\n", - " 1.88180000e+00, 1.89447000e+00, 1.86957000e+00,\n", - " 1.82120000e+00, 1.71600000e+00, 1.60054000e+00,\n", - " 1.43162000e+00, 1.28346000e+00, 1.10166000e+00,\n", - " 1.06530000e+00, 9.30730000e-01, 8.02980000e-01,\n", - " 7.77740000e-01])" + "array([0.000000e+00, 3.026796e-13, 1.291101e-02, 6.511110e-02,\n", + " 3.926270e-01, 5.752268e-01, 6.969600e-01, 7.399378e-01,\n", + " 9.635450e-01, 1.142130e+00, 1.308020e+00, 1.463500e+00,\n", + " 1.557600e+00, 1.640550e+00, 1.688960e+00, 1.711400e+00,\n", + " 1.739450e+00, 1.782070e+00, 1.816650e+00, 1.845280e+00,\n", + " 1.865409e+00, 1.867240e+00, 1.881558e+00, 1.881560e+00,\n", + " 1.881800e+00, 1.894470e+00, 1.869570e+00, 1.821200e+00,\n", + " 1.716000e+00, 1.600540e+00, 1.431620e+00, 1.283460e+00,\n", + " 1.101660e+00, 1.065300e+00, 9.307300e-01, 8.029800e-01,\n", + " 7.777400e-01])" ] }, - "execution_count": 28, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } @@ -929,10 +828,8 @@ }, { "cell_type": "code", - "execution_count": 29, - "metadata": { - "collapsed": false - }, + "execution_count": 27, + "metadata": {}, "outputs": [ { "data": { @@ -940,7 +837,7 @@ "" ] }, - "execution_count": 29, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" } @@ -964,10 +861,8 @@ }, { "cell_type": "code", - "execution_count": 30, - "metadata": { - "collapsed": true - }, + "execution_count": 28, + "metadata": {}, "outputs": [], "source": [ "elastic = gd157_endf[2]" @@ -982,18 +877,16 @@ }, { "cell_type": "code", - "execution_count": 31, - "metadata": { - "collapsed": false - }, + "execution_count": 29, + "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "{'0K': }" + "{'0K': }" ] }, - "execution_count": 31, + "execution_count": 29, "metadata": {}, "output_type": "execute_result" } @@ -1011,18 +904,16 @@ }, { "cell_type": "code", - "execution_count": 32, - "metadata": { - "collapsed": false - }, + "execution_count": 30, + "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "998.78711745214866" + "998.7871174521487" ] }, - "execution_count": 32, + "execution_count": 30, "metadata": {}, "output_type": "execute_result" } @@ -1040,19 +931,17 @@ }, { "cell_type": "code", - "execution_count": 33, - "metadata": { - "collapsed": false - }, + "execution_count": 31, + "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[,\n", - " ]" + "[,\n", + " ]" ] }, - "execution_count": 33, + "execution_count": 31, "metadata": {}, "output_type": "execute_result" } @@ -1070,10 +959,8 @@ }, { "cell_type": "code", - "execution_count": 34, - "metadata": { - "collapsed": false - }, + "execution_count": 32, + "metadata": {}, "outputs": [ { "data": { @@ -1081,7 +968,7 @@ "[(1e-05, 306.6), (306.6, 54881.1)]" ] }, - "execution_count": 34, + "execution_count": 32, "metadata": {}, "output_type": "execute_result" } @@ -1099,29 +986,29 @@ }, { "cell_type": "code", - "execution_count": 35, - "metadata": { - "collapsed": false - }, + "execution_count": 33, + "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "Text(0,0.5,'Cross section (b)')" ] }, - "execution_count": 35, + "execution_count": 33, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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1Pscdd8CHH1Z2zDRTYiIiknHMMdDcDDGvUSYlqGZTjnN+RE1UxypneykGDMh/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\nRU5ErkJggg==\n", + "image/png": 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\n", "text/plain": [ - "" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -1149,15 +1036,26 @@ }, { "cell_type": "code", - "execution_count": 36, - "metadata": { - "collapsed": false - }, + "execution_count": 34, + "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", + "\n", "\n", " \n", " \n", @@ -1290,7 +1188,7 @@ "9 44.2200 0 2.0 0.008960 0.0960 0.0 0.0" ] }, - "execution_count": 36, + "execution_count": 34, "metadata": {}, "output_type": "execute_result" } @@ -1310,10 +1208,8 @@ }, { "cell_type": "code", - "execution_count": 37, - "metadata": { - "collapsed": true - }, + "execution_count": 35, + "metadata": {}, "outputs": [], "source": [ "gd157.add_elastic_0K_from_endf('gd157.endf')" @@ -1328,19 +1224,17 @@ }, { "cell_type": "code", - "execution_count": 38, - "metadata": { - "collapsed": false - }, + "execution_count": 36, + "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "{'0K': ,\n", - " '294K': }" + "{'294K': ,\n", + " '0K': }" ] }, - "execution_count": 38, + "execution_count": 36, "metadata": {}, "output_type": "execute_result" } @@ -1362,41 +1256,39 @@ }, { "cell_type": "code", - "execution_count": 39, - "metadata": { - "collapsed": false - }, + "execution_count": 37, + "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", - " njoy 2016.12 02Apr17 05/01/17 12:33:17\n", + " njoy 2016.44 11Oct18 11/09/18 20:25:51\n", " *****************************************************************************\n", "\n", " reconr... 0.0s\n", "\n", - " broadr... 0.0s\n", - " 300.0 deg 0.0s\n", + " broadr... 0.1s\n", + " 300.0 deg 0.1s\n", " 400.0 deg 0.2s\n", " 500.0 deg 0.3s\n", "\n", " heatr... 0.4s\n", "\n", - " purr... 0.6s\n", + " purr... 0.9s\n", "\n", - " mat = 128 0.6s\n", + " mat = 128 0.9s\n", "\n", " ---message from purr---mat 128 has no resonance parameters\n", " copy as is to nout\n", "\n", - " acer... 0.6s\n", + " acer... 0.9s\n", "\n", - " acer... 0.7s\n", + " acer... 1.1s\n", "\n", - " acer... 0.8s\n", - " 0.8s\n", + " acer... 1.3s\n", + " 1.4s\n", " *****************************************************************************\n" ] } @@ -1419,21 +1311,19 @@ }, { "cell_type": "code", - "execution_count": 40, - "metadata": { - "collapsed": false - }, + "execution_count": 38, + "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "{'0K': ,\n", - " '300K': ,\n", - " '400K': ,\n", - " '500K': }" + "{'300K': ,\n", + " '400K': ,\n", + " '500K': ,\n", + " '0K': }" ] }, - "execution_count": 40, + "execution_count": 38, "metadata": {}, "output_type": "execute_result" } @@ -1460,10 +1350,8 @@ }, { "cell_type": "code", - "execution_count": 41, - "metadata": { - "collapsed": true - }, + "execution_count": 39, + "metadata": {}, "outputs": [], "source": [ "url = 'https://github.com/mit-crpg/WMP_Library/releases/download/v1.1/092238.h5'\n", @@ -1472,10 +1360,8 @@ }, { "cell_type": "code", - "execution_count": 42, - "metadata": { - "collapsed": true - }, + "execution_count": 40, + "metadata": {}, "outputs": [], "source": [ "u238_multipole = openmc.data.WindowedMultipole.from_hdf5('092238.h5')" @@ -1490,10 +1376,8 @@ }, { "cell_type": "code", - "execution_count": 43, - "metadata": { - "collapsed": false - }, + "execution_count": 41, + "metadata": {}, "outputs": [ { "data": { @@ -1501,7 +1385,7 @@ "(array(9.13284265), array(0.50530278), array(2.9316765e-06))" ] }, - "execution_count": 43, + "execution_count": 41, "metadata": {}, "output_type": "execute_result" } @@ -1519,29 +1403,29 @@ }, { "cell_type": "code", - "execution_count": 44, - "metadata": { - "collapsed": false - }, + "execution_count": 42, + "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 44, + "execution_count": 42, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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CIKJkVlgIiFQ1iqoPlzCCiQHChpKS8MsXgN7P0+WIKFkVFmp4CDdDWxOXMIIpsJ0o/dDK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\nP3wYOOEE3Uo4axbQqVN8xxwPFRXaSOu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\n", 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EHDAAhg+3V3BnzeqVkB5x5AgULAgffwwdOngnZsvZLfnhlx/Y+9Je0gem905Q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\nAAAAAElFTkSuQmCC\n", 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\n", 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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -1609,9 +1493,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.5.2" + "version": "3.7.0" } }, "nbformat": 4, - "nbformat_minor": 0 + "nbformat_minor": 1 }