Created
August 28, 2017 16:57
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{ | |
"cells": [ | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"<h1 class=\"alert alert-info\">\n", | |
" Tag Families\n", | |
"</h1>" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Define Environment\n", | |
"---" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [ | |
"%load_ext autoreload\n", | |
"%autoreload 2\n", | |
"%matplotlib inline" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [ | |
"import pysam\n", | |
"import twinstrand_tools as ts\n", | |
"import matplotlib.pyplot as plt\n", | |
"import matplotlib.ticker as mticker\n", | |
"\n", | |
"from pathlib import Path\n", | |
"from collections import Counter\n", | |
"\n", | |
"run = Path('/home/clint/#######')" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 18, | |
"metadata": { | |
"scrolled": false | |
}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"[INFO]: Reading /home/clint/#######\n", | |
"[INFO]: Processed 0 pairs\n", | |
"[INFO]: Processed 12,000,000 pairs\n", | |
"[INFO]: Processed 16,000,000 pairs\n", | |
"[INFO]: Processed 20,000,000 pairs\n", | |
"[INFO]: Processed 24,000,000 pairs\n", | |
"[INFO]: Processed 28,000,000 pairs\n", | |
"[INFO]: Processed 32,000,000 pairs\n", | |
"[INFO]: Processed 36,000,000 pairs\n", | |
"[INFO]: Processed 44,000,000 pairs\n", | |
"[INFO]: Processed 56,000,000 pairs\n" | |
] | |
} | |
], | |
"source": [ | |
"ab, ba, isize = [], [], []\n", | |
"\n", | |
"for bam in run.glob('**/*consensus.unfiltered.bam'):\n", | |
" print(f'[INFO]: Reading {bam}')\n", | |
" handle = pysam.Samfile(bam,'rb')\n", | |
" \n", | |
" for i, read in enumerate(handle.fetch(until_eof=True)):\n", | |
" if read.is_read2 or read.is_unmapped or not read.is_paired:\n", | |
" continue\n", | |
"\n", | |
" for tag, contents in read.get_tags():\n", | |
" if tag == 'ab':\n", | |
" ab.append(contents)\n", | |
" if tag == 'ba':\n", | |
" ba.append(contents)\n", | |
"\n", | |
" isize.append(abs(read.template_length))\n", | |
"\n", | |
" if i / 2 % 2e6 == 0: print(f'[INFO]: Processed {i:,} pairs')\n", | |
" break" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 174, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
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0wD9dO3XGrMlIN+Ll5aXnAp5St89cHy1sxmQkI7dUKCP/TzroxV7NXTp1xqzJ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\nXJ25HnzyPvWdEGB3EoLNZtO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iedK/Oh0Xf+D1eMrZT5r3UGgN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vIWnHvuuTjllFOwb98+nHXWWSM/e+211w7/e+/evfjmN7+Ja665Bl/60peG96eqeOpTn4o/\n+IM/wOLi4ky3jYiIiIiIiIiIiIiIiIiIiIiIiIioKAoZRP27v/s73HPPPSNNp6eddhr+4i/+Ao95\nzGOGt1vdlHokJ5xwAs4991yce+65+PGPf4x3vOMduOGGGyAi+PKXv4y7774bV1xxBY477rhpbxIR\nERERERERERERERERERERERERUeGYeQ9gKz71qU+NfN9sNnH55ZePhFA367GPfSyuuOIKvOENb4Cq\nQlXxL//yL3jzm9+Mbre73SETEREREREREREREREREREREREREZVO4YKoaZri1ltvHWlDfeMb34iT\nTz55Ivf/27/92zjvvPOG399+++348Ic/PJH7JiIiIiIiIiIiIiIiIiIiIiIiIiIqk8IFUW+77bbD\nGkpf/epXT/Qx3vnOd2JhYWEYdr388suxf//+iT4GEREREREREREREREREREREREREVHRFS6Iet99\n9418/7jHPQ4nnHDChn8+TdOj3ubYY4/FBRdcAFUFAHQ6HXzuc5/b3ECJiIiIiIiIiIiIiIiIiIiI\niIiIiEqucEHU1c2kIoKf+ZmfWfO2xhy+eeNtqmt5yUteMnwMAPjqV7+6mWESERERERERERERERER\nEREREREREZVe4YKoBw4cGPl+586da9620Wgc9m/tdntDj3P66acP/1tVceedd25whERERERERERE\nRERERERERERERERE1VC4IGocx+t+v1qSJIf9/3v37t3Q4xx77LEj399///1Q1Q2OkoiIiIiIiIiI\niIiIiIiIiIiIiIio/AoXRG21WiPfjzekjltYWBj5/ic/+cmGHidN05HvVRUrKysb+lkiIiIiIiIi\nIiIiIiIiIiIiIiIioiooXBD1hBNOGPl+//79697+8Y9//EiT6W233bahx7nnnnsO+7coijb0s0RE\nREREREREREREREREREREREREVVC4IOppp502/G9VxV133bXu7Z/0pCcBAEQEAHDjjTdu6HFuuOGG\nke9rtRpqtdpmhkpERERERERERERERERERERE/z979x4lW1Xfi/77m+tVj37tDRsEFQ2o4CPy2Mgz\n5yiiRI1g8EpO5CEac3IiBK/RaBJDhmGMI4kmXqOQIJpz7jE3GBVjbhS5EQ0KISpEUUlEtyeAgoAg\nj/3oR1Wttebv/jFXVXf17u7dj6paj/p+xugBVbuq1py9Zq2a1eu7fpOIiIgqrXRB1COOOAK1Wq13\n++GHH8bevXtXffyxxx7b+39VxXe+8x3s2rVrzW2022389V//dS+8CrjKqkRERERERERERERERERE\nREREREREtKh0QVRjDI4//nioau++O+64Y9XHn3XWWQiCoHdbVfHOd74Tc3NzKz5eVfHud78bDzzw\nQO+2iOCkk04aUA+IiIiIiIiIiIiIiIiIiIiIiIiIiKqhdEFUADj55JMBoFex9Kabblr1sdPT03jx\ni1/cC5QCwPe//328+tWvxmc+8xk8/PDDSJIEu3fvxpe//GWcd955+NznPtdXDRUAXvOa1wypN0RE\nRERERERERERERERERERERERE5eTn3YDNOOOMM/Dnf/7nAFzF0ptvvhntdhtRFK34+N/5nd/BLbfc\ngiRJICJQVTzwwAP4/d///RUf3w2tdv972mmn4dhjjx1afyg/d95557oet2vXriG3hIiIiIiIiIiI\niIiIiIiIiIiIiKh8ShlEff7zn49nPvOZ+NGPfgQA2LNnDz796U/joosuWvHxz3rWs3DJJZfgQx/6\nEESkV+1UVVd8/NJqqDMzM3jf+9432A5QYZx33nl5N4GIiIiIiIiIiIiIiIiIiIiIiIiotEoZRAWA\nSy+9FLfddlvv9mOPPbbm4y+77DLs3r0bH//4x3tB06WB0+VUFQcffDA++tGP4ilPecpgGk1ERERE\nREREREREREREREREREREVCGlDaKee+65OPfcczf0nD/8wz/EySefjCuvvBI/+clPVn2cMQbnnHMO\n3vnOdzKESkRERERERERERERERERERERERES0itIGUTfrrLPOwstf/nLceeeduPXWW/Hggw/i8ccf\nRxiG2L59O174whfixS9+MQ4//PC8m0pEREREREREREREREREREREREREVGhjF0QFABHBzp07sXPn\nzrybQjm7/vrr1/W4Xbt24fLLLx9ya4iIiIiIiIiIiIiIiIiIiIiIiIjKZSyDqERdJ5xwQt5NICIi\nIiIiIiIiIiIiIiIiIiIiIiotk3cDiIiIiIiIiIiIiIiIiIiIiIiIiIionApVEfWCCy7o/b+I4CMf\n+QgmJiZybBEREREREREREREREREREREREREREa2mUEHU22+/HSICVYWIIEmSvJtERERERERERERE\nRERERERERERERESrMHk3gIiIiIiIaNxo3g0YkXHpJ8C+VtG49BNgX6toXPoJsK9VNC79BNjXKhqX\nfgLsaxWNSz8B9pWIKC+qPCoRERFVWaEqohIREREREVWVAmhtM5h7qo+kblB7IsXUj2L4rer9AVYB\nqAAw2Ukv6+6UXFs1HCqAeoAaAAqYFJDq7VK3TwNBWjdQA5hY4S9YiM27ZYOnAKxBb/yKBWArOn4N\nkNQB9QFJAa/txnDVKIDUB2wobvwmgNfRyr5XbSCw2V/8TKwwSUXHrwBJJFDPvU9NR2GqekwKgaTm\nxq/XAfyF6o7fNERv/HodVHb8Wg9IGwbWd8ddf8HCVHBxMIXrq3oCiPuskUQruU9VgLRmkIYCUcBr\nWZhORftqBGlkoL5AEoVpW5i0egclBZDWPKR1H2oEXiuFNx9X9/g7EUEjH7AKM9+BtJNqjl/fAyYa\ngO9D4xiYa0HS6k2AFQCmJ9yPMdB9c8CTeyG2ggPYGGCyCdRqgE2B2XlgoZV3q4bD82DqdcDzgCSB\nbbUAW8EJMAAJQ0gYAiLQTgfabufdJNoi7Y7ZNAV8H6ZWg3he3s0aOAZtiYho3DGISkRERERENGQq\nLlSx+7lR776FQ30s7PAw8ZMEk/fHlQh/ubCMQVr3ALPktKUHQBVaoUCqArC+QH0AkvVIsgCjrVbw\nSw2QRgL1FhdVsZGgEwq8lsJbsJXoazfAl9ZM3/hVD4BRIEV1xq8ASV2QRuiNX/WBxAckVvit6gSq\nrZcF+PzFPWcDd0z2OgoTV2SfwvUrDaVv/NpIYAN1fa3A5wyQBSsE0FAWx68HpHWBTbRSIWPrA3Gj\nf/ymNSCNXBjVa1Vo/IYuWLx0/KY1wKbqAqlVGb8CpAGgvumNX2uATuDBtC2CBa3MRR4KuIs6lswf\n1HfvV0nUhVJza93guPHrgpnd8asAkqYHiRT+QlqZkHH3wiStL55W0kCQBga2Y+G10uocfz2BjTxg\nyfhNGz7Smgd/LoZppZUZvxAAjXDxO40B7FQdiFN4s21IUo0DsAJA4AG1icU7oxAIA2irA8wtQCoS\nHtIoBGYmgGDJKeBtU8BUE/r4HmDvXCXGLwAXKp5oujAq4N6z26aBZh3Ysw+IK3IAzniNxuKNIIDx\n/cWQZkXG70oBRanVoGEIbbVcgLwiJIogUXTgB5acpqkLoCZL3o9JAjs76wLHtRpEyn9UUlUgSaAL\nC3k3hYiIKFcMohIRERERUa5mmvW8mzA0isUT7iue6TGC2SMCzD/Fx9R9HTR+Wt4TmtYTpA3PBStW\nIrIYSC1x8EDh9qcNFgNQ+zEu+CUWpQ5ZqLhQW1/YdikRpHVBGgn8+XJX/bKeq3i1NOzVR7Lfg3WB\n1LL2U+ECbEm9P+zV95hAEPsK03EVUkvbV3EBVBuuvk/TSJB2Q5olDo9brxsWX/2YlNbKH9LsNVuw\n6vFXfUHiASZ21WDLuk/VAHFdYKPVx2/SEKSRwp8vd6Da+llYfJXxq54gqbvgot8ub0i+Gxa3AVYd\nvzYyaIeahYxLPH6B7H3a/Z9lRFyY0VOYREtdddz6gqRmgNXGry+IJ32Yji11Jfnedxp/9fmvhgZJ\nIK46aru8FympADbyoMEq32mMIJkMIXULfzaGicu5U3uHUrPGd5rAQ7qtAWnFMHPt0lbSVADwjQso\nrvKdBvUIiELo/AKw0C7v+PU96PSE689KPA84ZDswPQF9bDdkocQVJmsRMDUJ+KtUUwxDYMdBwPwC\nsHe2ulVDRSBRtBjS7HTybtLmGeMCqEGw4j+LMZBGw4UaFxZcVc2SkiBw4UuzymdNRajqAceldjrQ\nOHah3DAsbSC1CuOSiKiKpg6ezLsJY4lBVCIiIiIiytUrjn0O/p9b78QTc9W5YrwbVnQBvgM/3oaC\n3UdHmDvcYvqeDqI95TlJogKkdc9VDFoPEcBTV6yjZMEDa7IA6ioBvj7ilotWk1X8KlFfe2GZcI0T\n00sZQTLhuZDQXFqqqnXdZXRtuM4TQEag4qr7lmmfAq4CX9JYI6y4lAhsBFdJs41Shdy6Yds0Wv/4\nTWviqi62y7W0e29p+mB9e6cX0kxQquD4egKofURgs+XdvVghJQoZK7JqxTWsq6/qCeJJgYmzQGqJ\njr/WwL33NjB+Y8+Fbr1OufapekAaYt3zh6QhSCJFsKDle692G7ueRpvsYoHUBVLLFDJWAyQ1s3pY\ncRkbGnSCrJJ8qzwhzcXvNOuf/9qaBxsaeAupq3w79FYOhsKFwTVYJay4/PG+QTwTwbRTeHMxTFqe\nAeyqFa9zngRAawHSyIfMd2DmO6XapzDiqqCuc06IiQZQj6CzC0AnLk9fRaBTTWCivr6+RiHw1EOg\ns/PA43sgZaoa6vvA9KTrw3o06kCtBszOuZ+KEhFIvQ4Nw/0rTxZdFqZdbwhRPA/exARspwNttcpV\nCdbzXNjWr3Y8Q1U3Vql3SWB1rTByEam1lavUS0RUFaf/8otwyNMPzrsZY6naMx0iIiIiIiq8px80\ng0+89fX408/fin/69//Iuzlb0l2C1PruvxsVTxo8dlwN9UcTTN0bw28X9w/qCsDWDNLaOk/sLSWS\nBYpcoK/oy52ruADqugJ8y2WVNNW6gFCRQxa9sEy0zrDB8uf7gnjah2lb+PO28H1NI+OqDW5m/GYh\nY1gUPlBtjQugrloZdC1GkNYBG7olwIscclNklRXXqPa65vOzqosmQeGrhipctWIbYlPj1wbud2VK\nUAl2sbLiJsdvJBDfhfmKHDLuLk0f12XVyoprsYGgM+WqGPsLJRi/NXHBzM2M3xCwvsLroPjj17gA\n6qbmD54gnhBIrAjmbeGPvwCWVEHdIE9gTVZFvuDBRZVs/rDei3WWWlpJfqH4leS789/NHJNgBGnT\nhyTWBVILfvzVQGBDb1PzBxstBm+9+bjwx9/F72EbH7/ajJDWAlcdtZ0UfPwKEJjF5do3wvOA6Qmg\nE0Nn5yFpcQewAkCz7kKo3ib6OtFwz9+9D3hyb7Gr3hoDTE4AjdrGx68RYGrChVL37gNaJa4EewDi\nefCaTWgcu0BqwSvBbmVZdhOG0CCAttsu8FhkIpBaDSZcZ4C6xDRJXGXQzYw9a2Hn5wHfd4FUb50X\nvOegF7ZttfJuChERLVOfqOH1v/9avO4dr867KWOLQVQiIiIiIsrd07ZP40MXn407/uMB/Mnnvoof\nPvxY3k3aMJUsgDqAv5MuHOJj4WAPkw8kmLg/LlR4xlXLNEgbmztZ2ycL9EGLGUh1wbY1lqbfCONC\nFrDFDH65sIysvjT9BtjIoBMKvAVbuKWF3fgVpDUzkPGrHgCjQIrijV/JKitG2PL4VU+QNAGJFX6r\neIFqa1xftzx+l4Q0vU7xljvvhm03GxbvI27Zdxuo62vBQm79lRW3Pn7TusAmWsiQsfWAuDmY8ZvW\nXPDRb7nweOHGb+iq+G55/BrXV5tmgdQCjt80xEDmDxoIOtMeTNsimC/e+F0Mi2/xhboX7nhZGDUt\n4vgVpNEA5g9GkDQ9SKTwF1KYghWt6wYzBzEnVN8gyQLVXist3vj1BGnkbS5su5QI0oaPtObBn4th\nWmnhxm8vfLrV7zSegZ2qA3EKb7YFSQr0RRVZXwNvc6HM5cIA2DYFbXWAuQVIwaouahRAZyaBYIun\neUWAbVPAZBP6xB5g71yhxi8AF5idaG4uWLyU7wHbZ4B2xwVSy1QJdoMkCGB8f2NVKUdpQEFDyQKe\nGoaFrUopUeR+Srrk/Hppmg6uGm+SwM7ObimoPCyq6tpXgqA3EdG4ERGcdfFL8Kb3vh4HHbYt7+aM\nNQZRiYiIiIioME561tNx/dsuwGfv+Hdc9Y9fwxNzC3k36YAU6J04H+gZGyPY94wAc0/xMHVfjMYj\n+Z/QtJ4gbXhQfwAn9pbqBlJttuT5YF99w7qVQW0wgJO1yxkX/BKLQoQs3DKk4kLUg+yruLGSRlqY\nql/WA9KaN5BgRZ8sPAPrAql597O7NP1mK4Ou+dqBIPYVpuMqL+beVwGSmguPDnz8RoI0UPjtYgSi\nbFateFOVFddixC2PXpCQZn9lxQGPX1+QeICJARPnf0xSAeKGCwQPlHFLu6eRwp8vRqDaellYfMDj\nt1vJWBKF384/JO8udsDgj0lwF3m0Q4W/oIW4yGNgAdTlRFwI0lOYRAtRSdP6gqRmth5WXEZ9QTzp\nw3Qs/AWbe19732n8Ac9/RaChIAkEpmVhOjb/8SuukqkGA/5OYwTJZAipW/izMUyc707tHRLNEL7T\nBB7SbU1IK3YVUnOupKmAC5/6ZuDjF/UIiALofAtYaOc/fn0POj3h2jVIvgccsh2YnoA+thuyUIAK\nk7XIVTId9DLmUQjsOAiYXwD2zlY2TCbZkve9qqGdTt5NAowZytLrYgyk0XDVOFstIM3/KiUJAhei\n3GqAuuBU1YWAhzC+tNOBxrEL8oZh7oFUTVNX7bUA44uIiPo9//SjccmfvwnP2XlU3k0hMIhKRERE\nREQF4xmD8055IV5x7NH4yJdvx3X/8m0kBVwOrxtWdNWuhrcdGxnsPibC3OEppu+JEe0d/e9CBUjr\nHmw05GWxjACirlhHToFUa7IA6oADfH2ySppqsoBbDn3thWU2s7TsRniCZMJzlTTn01yq1qkAac3A\nhkM+AWQEKlmYOjd55n4AACAASURBVKfxm/pA0hhMFbNVicBGcJU028gl5NYN26bRkMevESR1gaQK\nr53P0u5uGWhxx6Vhbqcb0kyQW3C8r2LbsPSWdndVb/MIGbul6bOw+BD7qp4gnhSYOAuk5nH8Nd2w\n+PDHb+y50K3XyWefqueqoA57/pA0BEmkCBY0l/dqf7XiIW7IiJujpFkgNYeMmxu/ZvBhxWVsaNAJ\nBF5L4bVGH9JUABjR/NfWPdjILWMvST7j14YGGg44rLh8O75BPBPBtFN4czFMOvoB7PbrkOdJALQW\nII18mPkOZL6T0/gVVwV1qHNC46py1iLo3ALQiUffVxHoVBOYqA+3r1EIPPUQ6Ow88NhuSJLDBML3\ngelJ15ZhatRd2HV2DpidH+62ciTGQOp1aBgOrmLlhhshIwkTiu/Dm5iA7S6ZnkclWGNg6nXIoAPU\nBaOq0Dge/u95SdA1r9+rWlucMDcREfU55IiD8Rvvvwj/+bxTc79ggRZVexZERERERESlNVmP8M6z\n/zN+5ZSfx5/dcCu+cve9eTepR40LsWCEhQ3iKQ+PHe+h/miCqXtj+O3h/0FdAdiaQVob8om9pUSy\nIJIL9I1quXMVdwJ+4NUG19Jdhta6gNAoQha9sMwglkbeyHYDQTztw7Qt/Hk7sr6mkXHVBkc5frOQ\nMSxGFqi2xgVQbTjC8WsEaR2woVsCfBQht+7S9MOo9rrmdrOqiybByKqGuqW9XWhylOPXBu53bDoK\nk4zo+AsMP4C6XFYJVlIX5htFyLi7NH1cl4FXVlyLDQSdKVfF2F8Y4fitiQtmjnL8hoD1FV4Hoxu/\n4oLxI50/eII4W+48mLcjO/4CGE4V1LV4AmuyKvIjCi668WuGf7HOUiJI664a9ygryXfnv6M8JsEI\n0qYPSawLpI7o+Ku+uIvqRjh/sJEHGxp4Cwm8+WRkx9/F71MjPP42I6AWuOqo7WRE41eAwGx9ufaN\n8D1gegLoxNDZecgILphVAGjWoFMTrurrqEw0gGYdunsf8MReyCgCfUaAyQkXEB3V+DUGmJoEGg1g\n7z6gVYBKsEMingev2YTG8UiXFZcwdCHUEb5XTRguVoJtj2ifirgKqEFQ+SCMJomrDDrKasLWws7N\nAb7vqup6Q75QHlnYthtqJiKiQqk1Ivzq752L173j1YgGvVIAbRmDqEREREREVGjP2LENV73pNfj6\nD3+M93/+Fvzvnz6eW1tUsgDq8P/euaqFQ3y0DvIw8UCCiQfioYRnFC44mNT90Z6YXioL9EGHG0h1\nwbZsafW8ThYYF7KAHW7wS40Ltg21WuYB2MigEwq8BTu0pYVdtVdBWjMjDRv0yarewigwxJBxd2n6\ntIbcxq96gqTpljr3WsPrqzXZ0t55jd8lIU2vM7zlzrth21GHxfuIWy7eVb0dXkizv7JifuM3rQts\nokMNGVsPiBtuyfFciDtOpCHgt7L36hA20622ndRyHL/G9dWmWdXmIY7fbnXd3MZvIOhMGXgdV/V2\naJ81wOgDqEt1L9zxsjDqkCoZu30qSKMc5w9GkDQ9SDTcSvLdub56yG/8+gZJFqj2Wunwxq8nSCMv\n1+80aSNAWvPhz8UwrXRo47cXPs3rO41nYKfqQJzCm21BkuEcgBVwFVBHGcpcLgyAbVPQVhuYaw0t\npKlRAJ2ecNvLgwiwbQqYbEIf3wPsmxveR0GzAUw2RxssXsr3gO0zQLsD7NmXT9XQEZEggPH94Qfs\nRhgYXIlkwVANQ1dRM46Ht60ocj9VD6Ba6wKoeb4/kgR2dtYFnGu1ofzOVdVtZ4SBbSIiWr+Xv+HF\n+LUrz8fBh2/Puym0ikIHUas+YSMiIiIiovU79TnPwPVvuxCfuf3fcPUXv4bd86O7It1V0UF2snZk\nm12VeoJ9zwwwd5iH6Xtj1B8d3AlN6wnSujf0ZUjXrRtItdmS5wN62W5lUBvkeLJ2OeOCX2Ix0JBF\nN1hhAxSjryJIGx7SSAde9ct6QFrzcg3b9llS9XbQ+zSNRl8ZdC02EFhfYTqu8uLA+irdpb1RnPEb\nCdJA4bcHu19tVq14pJUV12KGE9Lsr6xYjL6qL0g8F6geZMhYxVUrTqNi9BNGsva44OIg+2q9LCxe\nkPGrniBpuOCi3x5cSL4bFh9pteK1dI9JocJf0IFe5JF7AHU5kSw8qTCJDrSSppv/muKMX18QT/kw\nncFWku99p/ELMv8VgYaCJBCYloXp2IEef21UoO80RpBMhpC6hT8bw8SDG8C95emLsE8BIPCQbmtC\nWrGrkGoHM4AVcOFT3xSjryJAvQZEIXS+BSy0Bzd+PQ86MwEUpbqT7wGHbgemJ6CPPQlpDXB56loE\nTE0ARVnGPAqBHduB+Rawb7ayITQRgUTRYtXQQS45bowLoAY5BaiXEWMgjYar4tlqAekAr/Lwfbdc\nfF4B6hFR1dFWl10H7XSgcTzwKrSapm6cVDiMTkRUVs879Tl4ywffiGNOenbeTaEDKMjMfn+qihNP\nPDHvZgAALrzwQrznPe/JuxlERERERGPP9wx+9bRj8crjjsa1X74dn/iX7yAZ4omBbljRVcsc2mY2\nzUYGTz43wuxTU8z8R4xw3+Z/FypAWnfLRxbixN5yRgBRqGLLy52rAdKgOAG+PlklTTVZwG0Lfe1W\nphvp0rIb4QmSCQ8Sb73ql0p3Gd2CngAyApUsTL3F8Zv6LthWmLDtUiKwEbJKmthSyM0tTe+W9y7k\n+DWCpC6QLKS5laqLbmlvccH4AuqFNBNsOTjeV7GtaERcaN/PgrdbCBm7pb2zsHgB+6qeIJ4UmDgL\npG7x+JvUiz1+Y8+Fbr3O1vapeu64VNT5w2LI2G75+OteE4Wc/8K49yrSLJC6hYybGiCpmeKEFZex\noUEnEHgthdfafEjTBRWzC7AKOn5t9j3Ea6Wu8u0mX8pdgGWgBf1Oo75BPBPBtFP4s/GWQpqFC6Au\no7UAaeTDzHcg850tjl9xVVCL2Fdj3DL2tQg6Nw/pbD68pCLQqYZ7vSL2tRYCTzsUum8eeHw3JNnC\nBML3gekJICpI2HYpEaBZd0Hg2Tlgdj7vFg2NGAOp16FhOJDwndRqrlJlAcev+D68iQnYbiXYrVQy\nNsYFUIsSoB4SVYXG8dZ/X8OiCl1YgLbbW94fau3gQ9lERDQQO552EH79fRfijF89vZBzDNpfoWdI\nWsRJDRERERER5W66UcO7znkxzjvl5/GnN9yKW79/38C3oSZbbrWY56X7xFMefnaCh/ojCabvjeF1\n1v9dSuECrWm9oCf2lhLJQhEu0AfdWD5CBbB+QQN8yy2ppGk2sbR7t7JiIcMGy2ggiKc8mI5uuOqX\nG7/ZMrplGL9ZyBgWGw5UW+MCqDYseD+BrJImYEO3BPhGQm7daoNJTfJbRncDloY0N1o11IVtpTiV\nFdciriqt9V0Y1SQbPP4CxQ2gLmcEaU0gqbq+biBk3L0AIG6UY/zaQNCZclWM/YVNjN9IkEYo/n4V\n9z5zIWNsfPyKq0JdlGqZa3EhY3eRRzBvN3z8BVDcAOpynsCarIr8BoOLLixuinuxzlLiqlOnkWyq\nkrxKFkAtwfiFJ0ibPiSx8BbSDVW9ddVeBTbySjH/tZGHTmjgLSTw5pMNH38XvxcVvK8isM0IqAWu\nOmo72eD4FSAw+S3XvhG+B0xPQjsxMDsPSdc/gBUAGjXo9ISr+lp0kw2gWYfu3gc8uReykXO5RoDJ\nCaBRL/74NQaYmnRt3TsLtIpTDXLQxPPgNZvQON7UcuQShm5p+hK8V00YLlaC3WiFT5GBV+AsKk0S\n2IWFclQFthZ2bm5TFWpV1VVXbY1u1S0iIlqfqB7iv/zuL+O83zkHtUYBL16iVRU6iJr3JE5Vc28D\nERERERGt7ucO2Y6//LVfxr/s+hHe//lbcM8jT2z5NV1YEW45+JJZONRH62APEw/EmHggWTM8o3AB\nwKTul+PE9FJZoA+6vkCqC7ZJVtm2ZH01LmQBu77gV7eyYinCtkuJwEaCTijwFuwBlxZ2YS9BWjOl\nCBv0yarewiiwjpCxwlUbTGso3fhVT5A03XLnXuvAfbUmW9q7jOM3C2l6nQMvd94N25YlLN4ne692\nq4YeKKTZC6Bmzy0T9Vz4y8YKLz5wSNN6LoCqBa0Muipxx5c0dGFUr72O8RtkYfGyjV/j+mrTrGrz\nOsavC7CifOM3EHSmDLy2ritkvBgWH0HjBql74Y6XhVEPUMnY7dPsApYSjt+k6UGi9VWS78711UP5\nxq9vkEwITMfCtA98kZJ62T4tQ4BvKRGkjQBpzYc/F8O00gOO3174tGT7FJ6BnaoDcQJvtg1J1j4A\nK+CCnV4J+xoGwLYp6EIbmG8dMKSpYQCdmXDPKxMjwPYpYKoJfXw3sG/+wB8hzQYw2SxHsHgp3we2\nzwDtDrBnX6WX7JYggPH99QfzPM8F/7xy/QFNskCphiG01YLG8YGfE4YuhFq2Y9IGqbXr/p0UTpLA\n7tvnQtFRdMB9tdngNRERDd+ZF/wnvPmPL8COpx2Ud1NoEwodRM1b1SeTRERERERVcfrRz8TfPesI\nXP+Nu3D1TV/HnvmNX8nuquggO1k78CaOjHqCfc8MMf8UH1P3xqj/bP8TmtYTpHWvsMuQrls3kGqz\nJc+X/XN3GV0blPAE5nJGYAN1y7qvELLoBitsgHL3VQRpw1uytPD+gVTrAWnNK19YcbklVW9X26dp\nlC3tXbawzDI2cMFF08GKITcVIIlKUhl0LeIq1qWBwm+vvF+tAdKalKKy4pq6Ic1EV6wE219Zsdx9\n1UCQ+C5QvVLIWMVVK07LPn6NIGkK0prCn1d4K5x7tl4WFi/5+FVPkDSykHxn/5B8NyxeiWNSTdxn\n6oKueJFHaQOoy4lkoUuFSXTFSppu/mvKP359QTzlw7Qt/IX9Q5q97zR+yee/4qqb2tDAtCxMx654\n/LVRBb7TGEEyGUJq1gVS4/0HcG95+jLvUwAIfKQzHqSduAqptn8AK+ACxX4JVjtYiwjQqAG1EDrX\nAlrt/cevZ1wF1EYtlyYOjO8Bhx7kqsE+9iSktcKy1lEITE+6QGeZRSGwYzswvwDsmwXsAVLyJSUi\nkCharBq60lLlxsBklUHLTIyBNBqu+merBaQrXOXh+66vJQvbbpSqbq5KbAF1x+1q1Ws1Td3+rnCo\nnIiorI45+dl4ywffiOed8py8m0JbUOhZv25kOQciIiIiIhprvmfw+tOPw6uOPwZ/+aWv45Nf+y7S\ndZwY6IYVXbXMoTdzZNKawZPPizC3J8X0PTHCfdZVy6y7E7qlPrG3nBFAFKroLXeuBkiD8gf4+mSV\nNNVkAbfsHLUNUI6lZTfCEyTZ0sLdql8q3WV0Sx42WM4IVLIwdTZ+rZ9VVix72HYpEdgIsEFWiTAL\nuaWhC2ZWavwaQVIXSLJYNbRbrdiWrVrmAagvSDy3P7vB8b6KbVUh4sL+WSVYyc5Rp7UsLF6hvrql\n3QVpxwVSu+M3qbnfQZX0QvIxXCAV2cUOISo3f0gasuQij6X/hkrNf2GycZpmgVR1c8KkZsofVlzG\nRsZVkm+5SvIAAJNdgFWx8Wuz7y9eK4Ukrq82NNCKfafRwCCeiWDaKfzZGGK1OgHUpUSgtQBp5MPM\ndyDzWcjNiAs1Vmn8GuOWsa9H0Nl5SJxARaCTDXd/lfZrLQSedih03xzw+B5Ikrr9OTUJ1Cq0lKqI\nq+xarwH75oC5+bxbNDRiDKReh4ahW6I9C2lKreaqg1Zo/Irvw5uYgO1WglV1Ydt6HVL2APUBqCo0\njhf7XRWq0IUFaLvd249q7erhaiIiytXBT92ON//xBXjp+b8AU7bq+bSfws6eRATXXHMNJicn824K\nDj300LybQERERERE6zTdqOH3X3MGfuWUF+JPP38rbtv1o1UfqyZbbrXC32070x5+dpzB1H0polmt\n1smupUQAAVQU1it/tbY1ZZU0LdQFFat0snYZDQTxpOdCB1U7Cb9UVt3XeurCihULe/UxgqQOSKhQ\nU/Hxm4U0xaKUSyOvm7hqttaDC2lWKtW2jBG3JD3UzR8q/FljQ0HHBySBmydVffz6WWXfKh+TPEE8\nYeC1FF57/+qoleIJUgOocZVSqzx+07qHNLDwO1rp8QtPkDZ8SGoBVHv+YCMPHV/gz8YwSbW/v9lm\nBIQezEJcqVDbfnwPOjMJtRYIA1f1taomm0CjBp1rA55X3f1qjKvyGvrA7n3VCvAtI54Hb2ICmqaA\nCKTC4RAThtAgcKHbKo/fzJqVYKvCWti5OfeetSuUzCciolyFtQC/8s7X4Ffe9RrUmyVfKYB6ChtE\nBYATTzwRMzMzeTeDiIiIiIhK6KhDD8JHfv1c/PMP7sP7P38r7nv0ib5/t35WBbXiJFVM35siWEB1\nT2JmVABb9mVI18l6qPYJzC6F27EVDnt1dZe8rvr47Z6iVX8Mxi/QC45XnaQK00G1Q6hYsuT1GByT\nFo+/eTdkBBS9C1oqTV2VWy+ublimS+Eqhlb9MxXIjr8JKh3MBJAdk+CCJFWXWgR7YxeOr/gYlk4C\naSfVD3sBrjqoV+5lzNfFKtBOK19FEoCrhrpnX96tGJmqL03fJSLAGIxf2267KqjjgiFUIqLCOeP1\np+PX//gCHHLEjrybQgNW/ZkU0RruvPPOdT1u165dQ24JEREREQ3Lfzrm53DKs4/Ap75+F/7ypq9j\n70K7FyQZB7Un1YVQx4CtcsW2JRQYi2AmAECrnwvqSiOMxfgFMD79BMZmAJt4TLoqWXXbcTAux98s\nkzkOfZUUYxFCBVxF6rH4rFGFiSte3XaJcemn10pdCLXqVF0INe92jIKR8biIEADidDz2qepYhVCp\nWlR1vEKoRERUKM858Shc8udvwvNPOzrvptCQjMmpV6KVnXfeeXk3gYiIiIhGIPA8XPgLx+PVxx+D\nv7jp6/jk7d/FuFwLb9rjcBYzMxZnvDA+/RwzOibnpqmixuWjZpyOv+OyTzE+u1Xs+OzU8enp+Izf\ncSLpmIzgcbngARiPYHxXhZeo75OOy1+UqJJYHZSIiHKw/bBtePOV5+NlF/1nmHFY6WKMMYhKRERE\nRERjY6ZZxx+c+1K88JlPwbs++8W8m0NERERERERERERERERUSRMzTfyvXR9CfaKed1NoBBgzJiIi\nIiKisfO0g2bybgIRERERERERERERERFRZU1un2AIdYwwiEpERERERERERERERERERERERERERJvi\n590Aojxdf/3163rcrl27cPnllw+5NURERERERERERERERERERERERETlwiAqjbUTTjgh7yYQERER\nERERERERERERERERERERlZbJuwFERERERERERERERERERERERERERFRODKISERERERERERERERER\nEREREREREdGmMIhKRERERERERERERERERERERERERESbwiAqERERERERERERERERERERERERERFt\nSuGCqKqadxOIiIiIiIiIiIiIiIiIiIiIiIiIiGgd/LwbsNQtt9zSd3tmZianlhARERERERERERER\nERERERERERER0YEUKoj61Kc+Ne8mEBERERERERERERERERERERERERHROpm8G0BERERERERERERE\nREREREREREREROVUqIqotHlPPvkk7rvvPjz88MN47LHHsLCwAGstJicnsW3bNjz3uc/FkUceCREZ\n6HYfeughfPe738WDDz6IVquFZrOJpz/96Tj++ONx0EEHDXRbRERERERERERERERERERERERERFQs\nDKKW1Pe//3185Stfwbe+9S3cfffdePTRRw/4nKmpKbz61a/GBRdcgGOOOWZL2//Sl76Ea6+9Ft/+\n9rdX/HdjDE477TRceumlOOmkk7a0LSIiIiIiIiIiIiIiIiIiIiIiIiIqJgZRS+pjH/sY/uEf/mFD\nz9m7dy8+8YlP4JOf/CQuuugivOtd70KtVtvQa8zPz+N3f/d3ceONN675OGstbrvtNtx22224+OKL\n8e53vxu+z+FGREREREREREREREREREREREREVCUm7wbQ4IVhiG3btqHZbEJE9vt3ay0+/vGP49d+\n7dcwNze37tdttVp485vfvGIIVUQwOTm54vM+/vGP4+1vfztUdf2dICIiIiIiIiIiIiIiIiIiIiIi\nIqLCY4nKktuxYwdOPvlknHzyyXjuc5+LI488EtPT071/X1hYwN13340bb7wRn/zkJ9FqtXr/dvvt\nt+Pyyy/HBz/4wXVt64orrsAdd9zRd9+JJ56ISy+9FCeddBJqtRpmZ2dxyy234Oqrr8YPf/jD3uO+\n8IUv4JhjjsEll1yyxR4TERERERERERERERERERERERERUVEwiFpSr3jFK3D++edj586dK1Y97arX\n69i5cyd27tyJN7zhDXjTm96EH//4x71//9znPofzzz8fL3rRi9bc3l133YVPf/rTffe99rWvxZ/8\nyZ/A87zefRMTE/ilX/olnHHGGXjLW96C2267rfdvV111Fc4991wcdthhG+0uERERERERERERERER\nERERERERERWQybsBtDlnnXUWTjzxxDVDqMs94xnPwF/91V8hDMO++//+7//+gM/9wAc+0Hf76KOP\nxpVXXtkXQl2q0Wjgwx/+MHbs2NG7r9Pp4Oqrr153e4mIiIiIiIiIiIiIiIiIiIiIiIio2BhEHTNH\nHnkkzjzzzL777rjjjjWf873vfa+vsikAXH755QiCYM3nTU9P4+1vf3vffZ/5zGfw+OOPb6DFRERE\nRERERERERERERERERERERFRUDKKOoeOOO67v9qOPPrrm42+66aa+28985jNx2mmnrWtbZ599NiYm\nJnq3kyTBV77ylXW2lIiIiIiIiIiIiIiIiIiIiIiIiIiKjEHUMdRsNvtuW2vXfPyXv/zlvtuvetWr\n1r2ter2Ol770pX33felLX1r384mIiIiIiIiIiIiIiIiIiIiIiIiouBhEHUOPPPJI3+3DDjts1cc+\n8cQT+MEPftB3386dOze0vRNOOKHv9je+8Y0NPZ+IiIiIiIiIiIiIiIiIiIiIiIiIiolB1DF08803\n990+9dRTV33sPffcs999xx133Ia2t/zxs7OzePjhhzf0GkRERERERERERERERERERERERERUPH7e\nDQCAc845p+/2ddddh8nJyZxaU23XXXcdvve97/Vue56Hiy66aNXHLw+iTk5OYmZmZkPbPOKII/a7\n7957712zEisRERERERERERERERERERERERERFV8hgqh33303RASqChFBmqZrPv6qq67qu/0bv/Eb\niKJomE0svbm5OVx77bW45ppr+u6/7LLL8OxnP3vV59133319tw8//PANb3t6ehqNRgPz8/O9++69\n916cfvrpG34tIiIiIiIiIiIiIiIiIiIiIiIiIiqOQgRRN+pDH/oQRKR3+6KLLhr7IKqq4m//9m/7\n7mu329i9ezd+8IMf4Gtf+1pfENQYg0suuQSXXXbZmq+7Z8+evts7duzYVPt27NiBH//4x6u+7lbd\neeedm3rerl271vW4+++/f1OvT0RERERERERERERERERERERERFRlpQyidnUrqBKQpin+8A//8ICP\n830fL37xi3HppZfi2GOPPeDj5+bm+m7XarVNtW/585aGYgfhvPPOG+jrERERERERERERERERERER\nEREREdGBmbwbQKO1c+dO/OIv/iKOOeaYdT1+YWGh7/ZmK88OO4hKRERERERERERERERERERERERE\nRKNXiCBqs9nsu82Q4vDcfvvteNe73oWXvOQluOmmmw74+Far1Xc7CIJNbTcMw77b7XZ7U69DRERE\nRERERERERERERERERERExaaqeTeBRqgQQdSpqam+2/fff39OLSkv3/dxzz339P3cdddd+MpXvoKr\nr74aZ599dl8Y9NFHH8Vb3vIWfPSjH13zdZdXQI3jeFPt63Q6a74uEREREdGoLMQxrv/Ov+fdDCIi\nIiIiIiIiIiIiIqLK+tlPHsftN96ZdzNoRPy8GwAAT3/60/Hwww/3bn/hC1/AKaeckmOLqqHZbKLZ\nbOKII47AK1/5Stxzzz1429vehrvvvrv3mPe973046qijcOaZZ674Go1Go+/2ZiuZLq+suvx1t+r6\n66/f1PN27dq1rsfdf//9BwztEhEREVGxqSpu+N4u/OnN/4yf7pmFl3eDRkXybgARERGVjgAYk4IV\nCk6XiIhoiMbk83SscOJAREREtG5pnOLyV/8xXvSK4/Df/uwNeMbznp53k2iIChFEPeGEE3DHHXdA\nRKCq+NSnPoUjjzwSF1544aaXgqf9HXXUUfibv/kbvO51r8O9997bu/+KK67AS17yEnje/qfim81m\n3+3lgdL1GnYQ9YQTThjq8+68804GUYmIiIhK7LsP/hTv/dJX8Z0HswvgZHxCB3FTgMfG48yXKKDj\nsFMVgCog49DZ8SEpoIX4K80IcPxWjhpAbN6tGAGL8ZlAjIsxCtxaT6DQsRi+omPSUxGoKGRMxvC4\nHH5tYGCSNO9mDJ8RqBGIHYMBrBYYl0thjQDjsE+NATwDpOMwAabKMcZ9H+cyyURENGL/+o/fwbe+\ndBfOecsv4qI/Og9T2yfzbhINQSFOcbzyla/ERz7yEQCAiMBaiyuvvBIf/vCH8bznPQ87duxYcyn3\nK664om/Z+WE4/fTTcc455wx1G6MwPT2N97znPbj44ot79z344IP46le/umJV1Kmpqb7bP/vZzza1\n3ccee2y/dhARERERDdtP987iA1+9Df/wb9/v/wcBbAiYTvVPZnamBLNPMWg+Yit/klpSQKHu5FeF\nCQAkgPpjEObLQuPQ6r9X/RaQ1BTqV7unvczXuIRRu8fdinfVhoB0qh9GFQAmAayPyu/TcTr+AmMS\ncPMEScPAXxiPOSFEoQaV/6xJA4EXj0EYNduNOgbHJFvzkFqF1674hyoAWw9gFuLKh1FFAY0TwPcq\nf0xC4Ln3+Q7rMwAAIABJREFUadUDmiLA9m3Ak7uBcQiOU6WICEyzCTs/D9iKv1eJiKhwbGrx/179\n/+GfrrsVb/ij/4JX/+bL4QeFiC7SgBRibz7/+c/HL/zCL+C2226DiPQqo+7btw933HHHis/R7Cod\nVcUNN9ww9DY2Go1KBFEBF6o99NBD8cgjj/Tu+8Y3vrFiEPXnfu7n+m4/9NBDG97enj17MDc3t+br\nEhERERENUitO8D++8U189Ov/ioU4WflBBrCRO1EtSYVPaIqgPQ3484JoX7VPUgsAiCD1AZOi0n2F\nwlX6ylJ91R2/rsqtNW6fmgqfIxF1xyKb/aWmsvs0o4JeGeMq91UBwKDa71MAKoIkUogFvE7Fj7/W\n/WhW2Kyy+zU7/roq3NXepyquqq8awEuq3VcbCjq+gddSeJ3q1gwVAEgVKlLhN2lGBGngvtOYtLr7\nFMjeq5676EFshXetCNKGD+tbeK0UJq3wQUkEth5AYgvpJNXdpwCgms1/Ue15oQgQ+dDUAnFa7ZCx\n7wEz08DcAtBqVb+6pO+5ardVDy6GARCGwEILSKsbMhbPg5mYgHY60E2uhloaxkDCEJokQLLK34iJ\niGjk9j05h7/4P/8nPv+RL+I3P3AxXvSK4/NuEg1IIYKoAPD+978fZ599Np544gkA7mocYDFwupb1\nPGYrpGJXKIoInvvc5/YFUR944IEVH3vUUUf13d63bx92796NmZmZdW9vpdc+8sgj1/18IiIiIqL1\nUlXc+P0f4k//6Z/x0N59B36CuKWw1QMkrl7ITVJF/TFF9CQgENjALZNn0uoFUq0BkprpVZNMfYUk\ngEmqdUJe4carDWWxmo4qYKsXnFEsBoMgAusBmipMBUNC1gOSmixWQ1WtZCXCbiizr0KdutVKq7ZP\newHUJYEDBdx7Ncd2DUP3uAQRKAAbKEwnC6Tm3LZB6h1/ffQdf6tYSbPv7WhcwQDVaga/rAFsgF41\n9cRXmNhVvq1aX3uMIG0IbKTwFyxMxc7HKwD1ZSyqofaC4hDAc+NZUq3ce7U3J/Sk91kDqzCJVu77\nW3deDwDqGyRNgYldILVqcyWoLo7fwIP6BuikQJJWbvwi8KCB1z9/qHhwHJ5xc4jUAp1q7VMALqAY\nJ+59WYugYeDCqO1O3i0bPN8DPG/xvL21QJxUL3jreUCzAYncCqxai4BWG5ibr15fMyICiSJoEEDb\nbWineuNXajVIGLrxG0XQJIFtVTtkTERUNvd//0G8+1VX4qRXHY/f/MDFePrRT827SbRFJu8GdB1y\nyCG4/vrr8YIXvCD746ab1HUrpC79WW6lxwzyp4omJyf7brdWudrpWc961n73fec739nQtpY/vtls\n4rDDDtvQaxARERERHci/PfRTvP6vP43f/vsb1xdCXUoADYE0zKp/lZ0qoicV0/coak8uOxFtBNYX\nWE9QhT+lqwBxTRA3Tf+S5iLQQJDWsgBjfk0cGDVw/YlMf7BCBOpVqJ/IgkH+YuCg92+eIA2B1K9I\nXwWI64K4KfuNX2RV3LKMSelpL/gvy8YvAC8LmOTWusFRZJ8jHhaDqMBiINVkv4uc2jdI3feqC6Eu\n+QcR2EgQN917tQqscXMEGywfv4uhqKrs014/ZElfRVyYJAu6VaKvku3TEL0QKgA3fkNBUnMXCVSZ\neoJ4wkPcNLCFOUuweQrAem7/7fdZUzUKF1ZcfsGKCNQ3sIFU4zsNssr4getX3z417iK7tCp9Vc0q\nDS67XwQ29BBPBkgjU4njb7evstL4jXxoPYB6FTgoAVDPQOshNPT3nz94AjXV+E6+KhEXYqwHUL8i\n49daoN1xFXyXdEiMgTQawNQk4FdkAmwMEIUQ3+87Vy7GuKqhVVlCVwRoNoBt070QqrtbIPUasH0G\nqNdybODwiTEw9TrMxIQL5FaABAHM5CRMFPWPX9+HaTYh9Xq154pERCV0x43fxn/9+Xfgmt/+X9j3\n5GzezaEtKNS3uSOOOAKf/exnce211+Kss87CQQcd1AulLv1ZbqXHDPqnanbv3t13e/v27Ss+bvv2\n7Tj66KP77vvWt761oW0tf/ypp55a2YAvEREREY3eI/tm8Xuf/yL+j//7b3HnTx7a2osZF0iwQXlD\nFv6sYuo+RfORNSoEdYOLgZQ2UKIAklDQmTCwoVn9D8gisKFBGklpQxYuLCNII+kPyywn5Q8Jqawc\nQO0jLrSZRiht+FYBJBHQmZT+6rbLZeGvbiC1jFwwaLFi5qoMSh9I7QVQlwczl8rCqGUOpPYFUJeG\nbZczgrQuiBso9/E3yKpQH+D4C5Q7OL5iAHW5JYHUMo/f1AfS6ACfNcZ97iZRRS5SWoMNBPGkQVIv\nb6DPGvc+VX+8Aqir9lQENjBI/fLuUxUg9V0/1pwTeuLmyX5JA31LA6hrdUAEac13gdSgrB+qWV8P\nVPHfGGgtgI0CaEnfz2oEthZAa8Hq84fuPH9cAqmhD9QC99lbRqpAJwbaMcSuvrfE84CJpvsxJX2v\nigBhAAmDVc/liojraxS6sHFZ1SJg+wykUV+9r8ZAJprAthkXwK0w8TyYZhOm0Sjv+PU8mIkJmEbD\nhaZXICIwYQgzOQmJohE3kIiI1pImKT77oS/gjc95Kz73l19EmrCCdRkV7nIlEcGZZ56JM888EwDw\n2GOP4YknnsDs7CziOIaq4sILL4SIWxZKRHDNNdfsV+Fz0A499NChvv4oWWvxve99r+++Qw45ZNXH\nv+xlL8OuXbt6t2+88Ua84x3vWNe2FhYWcPPNN+/3ekREREREW9VOEvzP2+/Etf9yB+bjeHAvLC5c\nowaQFJCSLM1q2orGo4pgbgPtzQJ9qm5py7Is95j6QFIza4eCljMCG7olwE1cjr66Ja4FunQZ6APp\nVtEUXblSVkF1w4ob2qcibjllT2ESlGZp1jQAktoBQm3LiVvbXYFS7VPNApfrH7+LP1qy8dsNl65b\nt6/q+lqGfgJZ+HCt8OlKz/EEScO9T702ynP89dcRoF5q6XK73buG0LZB6wugrld24QNUgbQ8/VTP\nXWy0kb6qJ0hqCkkBr1OOvm6KuOBtGij8lsJ0yrFktLuAZYOfqWWki//dUE+NwAogFpCSLAPu3quS\nfdas//irPpB6cN9pSnJccsHMDT7HCNKGD5tYeK0UJi3Dh2rWxo2OX99AvQCaWFd9chhtGzAVQAMf\nWF7Bdy3Z9zc3/11HULfMjABRAE0t0EkhZSgCpAokKZCk694vIgIEAXTKB9ptoNUqz9U7gQ8Ys+5i\nQiIC+D7U84A4cRVjyyAIgIkGZAPVa8X3gOkpt3z97Hxll3bvjl/j+9BOB7rKiqqFIwJTrwPLKviu\n/RSB1GrQMIS2WtBB/m2ZiIi2ZO/j+3DVb/0VPn/NF/Gb/9fF2PnyY/NuEm1A4YKoyx188ME4+OCD\n13zMiSeeiJmZmRG1qPxuvvlmPPHEE333nX766as+/qyzzsJf/MVf9G7/6Ec/wte+9jWcdtppB9zW\nDTfcgNnZxbLJvu/jjDPO2ESriYiIiIgcVcUXf/C/8f5/+mf8ZM/e4W1IustIAxIXN+QmqaL+mCJ6\ncgsnrMRVR4VVmLS4IU1rXAC1bwnzjciCM6lxAWOTFPOEfC8ss1alzANZGhKyxQ1+dcOKGwobLNcN\nGacu6FbUvlrPBVC3Mn6dYgdSu6HMLe3TbmXRbkizoPu0F0BdsyzdAWQVUhVw79XBNG3guselzffT\nBcetr/A6gClooK93/N3IBQDLLQukFrGfwLI8xJY+axSqWdBtEA0bAjXuIoBNhxWzkFviKUwM91kz\n0BYWiBEkDYFECn/BwiR5N2hlCriLqbbyWVMWWanlrczzFy+y08K+V3tzwrUqFR9I9zuN5y6yK+r3\nN6huuYS2+gZJU2BiF0gt6lyp29etjF8EHtQ3QGdjYcBRUsC1M/C2Nn/wxM0fShIc3zTPADVZDKTm\n3Z7VpCkQbz4wKyJAFnJDqwW0OwNu4AD5HuB5m17NUrIqqmqtC6QWNWTsGaDZdBVfN9vXMIRuC4BW\nG5ibL25ft0hEIFEEDYLChzQlitzPZvepMZBGA5oksK1WZUPGRERl9KPvPYDf+8X/jlPO3on/9mcX\n42nPPizvJtE6lLSu+nhrt9ubfu7jjz+O9773vX33zczM4OSTT171OS94wQv2C52+973vRXyASefe\nvXvxgQ98oO++1772tQcMFhMRERERrebunz6KC//merz1s18Ybgh1KQE0BNKwYEuzqiJ6UjF9r6K2\nlRDqUkZgfYH1irU0oAoQ1wRxcwsh1KVEoIEgrUnhlnZXA9euaANVdNaSLVlauH4iW0bX32LgYOlr\neoI0dBVzC9VXAeK6IG5uIYS6VHfZbClWP4GsCtQA92k3kKqmWH1VZJ8HB1qafr26QVZTvOXOu+/V\nLYVQl8qqLsZN914tEmvcZ70NBjV+3etsMWs0cH3tkQH0NVtaWL1srGyxfYOk4vZpGmIwFTNFYENB\nUsuqeFeYem7eFTcNbIHOIHQrqNtQBvdZU1SKwVa3F4H6xlXbL9ivTaW7CsCA5r/GBVLTovW1uzR9\ntl+3TAQ29BBPBkgjU6jjb7evMsjxG/nQevGWdlfPQOshNPQHN3/wBGqK9Z184ERc+LEeQP2CjV9r\ngXbHVeIdQMiwG3LD1CSwgQqcI2EMEIWQDVSRXIsY45avDwrWTxGg2QC2zUCicMt9FRFIvQZsnwHq\ntQE1spjEGJhGA2ZiAvCKNQGWIICZnISp1QYzfn0fptmE1OvVnmMSEZXQNz7/LfzXF/w2PvKOj2N2\n91zezaEDKNCfkWi9rrjiCrznPe/BQw89tKHn3X333bjgggtw//33993/tre9DWEYrvncd7zjHX23\nf/CDH+AP/uAPkK5yVdD8/Dze+ta34mc/+1nvvjAMcdlll22ozUREREREAPCz2Tm8+4abcO7/uA7/\nev+D+TTCADZ0S7rmfZLEn1NM/UjRfERhBn2hfje4GEjugRIFkISCzoSBDQd0YnopEdjQII2yilo5\ncmEZF9AayvKyUpyQkFtGd4BhxaXEhT3TCLmHbxVAEgGdSdladdvVdMNfBQgudoNBG1rGfCMMChNI\n7QVQBxXMXCoLoxYhkNoXQB1E2HY5I0jrgriO3ENuKq5apt1Kxcy1ZO+JIgRSBxpAXW5JIDXv4JfC\nBZ3TaEifNcZ9XidR/n0dqqy6ZDxpXEXvnJtjTRZAHVRYsaiWBVAH3lMR2MAg9fMPaaoAqe/aM5Q5\noSdufu3nP34HGkBdTgRpzXeB1CDvD9UsbDusyv3GQGshbORDcz4OqBHYWgCtBYOfP2SfqWMTSA19\noFaAkLEq0ImBdgyxg/+ti+cBE01XkdPk/F7NKpjKFiqDrv7S4voahcUILtYiYPsMpFEffF+NgUw0\ngW0zLoBbYeJ5MM0mTKOR/zxsSVtkwO8lEYEJQ5jJSUgUDfS1iYhoa5I4xd998Aa88TmX4YZrv7Rq\nVo3yV7BLktbnpJNO6rvtF+0KsiGL4xif+tSncN1112Hnzp142ctehhe84AU45phjsG3btt7jVBU/\n+clPcNddd+ELX/gCvvzlL+/3Zjz11FNx/vnnH3Cbxx13HF73utfhM5/5TO++v/u7v8OPf/xj/NZv\n/RZOOukkRFGEubk53HLLLbjqqqvwwx/+sO81LrnkEhx++OFb7D0RERERjZN2kuDjd3wb1/zLHZjr\nFGAZM8Hi0pYJIOlol7Y0HUXjUUUwO4LtZoE+Vbe05aiXe0x9IKmZ4YSCljOukqZYwMSj7auiWwEK\nw/9jfreKpuhgK2ytUzesOJJ9mi0D7pZmxciXZk0DIKkNKVS8nAgAtwR4HvtUs+Dk8Mfv4o/mNH67\nIdGh6/ZVXV9HfZpPJduvI9iw+uKWO08Ar43RH3/9IQaol+q+vmovTDLy8bu0HcPUXQZcdeTzJIXb\nnzbASPqqniCpuX56nWIudz4Q4qrIp6HCbylMZ7RLRrsLWEb0mZonXfzvSHpqBFbc/FdGvAy4e69m\nF4KN4PirPpB6cN9pRnxccsHMEW3LCNKGD5tYeAspzBCCdKvqVo0c1fj1PVeJNEkhI17aXQXQwAdG\nEYrPvr+5+e/ov5OPlBEgCqCpBTrpQCqRrpuqW4o7Hv5Y6i1hH/hAuw0stIa8xRUEPmDMwEOZy4kI\nEPhQ3wPixFWaHaXAByaakBFkCMT3gOkpaKcDzM5Xdml3t08DGN+HttvQLazguskGQGo1SDD4APX+\nm3Lb0jCEXVgAkmSo2yMiovXb89g+fOgtH8Xn/vIf8ZYPvhHHv/Tn824SLVPKBOcnPvGJvJtQCKqK\nb37zm/jmN7/Zu8/zPExMTMBai7m5Odg1JvannHIKPvaxj8Fb5xVpf/RHf4T77rsP3/rWt3r3ffOb\n38Qb3/hGiAgmJiawb9++FZ/7yle+Epdeeuk6e0ZERERE405VcdOu/8D7/ulW/GT33rybsz8BNHBL\nUEs8/JCbpIra44rak6MN6biNu2pYsFkgdcibs8YFUAeyhPlGZMGZNAsZj6SvXrYE9KiDFVlfuyfG\nhz2mumHFkYQNljMCGyjUAiYZfl+tAZK65DJ+ndEEUhXoBfNHvk+7FUm7Ic0RjN9eRdBRZ6CyCqkK\nuPfqkDfXDfGNvp8uOG59hdcBzJADfb2w4iguAFhuWSB1FPt0v22PigjUU6hmQbchb06Nuwggl89U\nHy5QHWefNaNtwegYQdIQSKTwFyzMkM/HK1xYPZf5w6hlJZNH3stucNxkYdQhv1f/f/buPVySqr4X\n/ve36tKXvfdcAMGMDKAhMUQyzqC8Juegkug5xBhQMxkMikFjNDeMt/cIeeQ1iRj1GN4QY44naown\nGFQCmBNez6OGA+pEUFEGxQM6gYAgAsLAzJ7Zl+6uqvV7/1hVPd09M3v2pbvr0t/P8/Qzs29da+1a\nXbV217d+qzsnHEWl4qPJ/qbxFN44bjxTza0UtvoG8bTARBZeKxlbX/MYv92QWycGYjv6+W/gQQMv\nn/mD524SxZiD42PnGaAu0NiOJRjaDaCOM/iKNNCXhtyw2ALGceO15wG+N/IA36Bu+NZaF0gd9e/a\nGFd5dgTVXo9GwhC6MQBaLWB+cfR9zUlvSFNbLWgUjX6btZp7jHufGgNvagoaxy6QOu5ANRERHdH9\n330Q73jxu/EfX34m3vCB1+Bpp/5E3k2iVM61/2nYkiTB7OwsDhw4cMQQaqPRwKWXXoqrrroKjUZj\n2c/daDTwiU98Auecc84hX1PVI4ZQL7zwQlx55ZUweS81QURERESl8L0fP47fvPo6vOn6zxUzhNpL\nAA2BJBzR0qyqqO1VrL9P0XgyhxBqL+Mu3lpvNEsDqgBRXRBN5RBC7SUCDVzlLzuiVeTUAHFNYGtj\nqvh6JOmSpXZEy51nS3u7ioM5BA4y3aVZXaXdkY3fhiCaziGE2itbbltGl3tQcSF89XPcp0A3kKoj\nHL+ahV7HVB30sLIArEl/9yPYRPZazSWE2kvccufRlHutjoI17pxtg7zHr9v+qDJKfc8r+R5/YVzQ\nbWTnGnEB1CRE7udUGwriOkY2fygK9dx8LZoyLiQ67OdHerNOKPnOH8ZBkUuV+kOIQH3jqvSPqCEq\n2SoAY6giuRQjSEJBMqq+ZkvTp/s1NyKwoYdoJkBSM6NpStbXIozfWgBtBNARnQfUM9BGCA39/OcP\nnkDNaP4mLwwRIPCARgD1RzR+rQXaHUgnHnsItZcYA5lqAjMzwKgqdxoD1EJI4I89xNdLjHHL1wcj\n6qcIMNUEjtkAqYW59VVEII0GcMwGoFHPpQ3jIsbANJsw09Mu6DyKbQQBzMwMTL2e7/j1fZjpabdv\nqzw3JSIqoVv+5zfxhtPfho+945OY37+Qd3MIJa2IOukuu+wyvOAFL8DOnTtx++2344EHHjjqz3ie\nh9NOOw0vf/nL8bKXvQzHHHPMqrY9NTWFD3/4w/jiF7+Ij3zkI/jOd75z2O8TEfzCL/wCLr74Yjzv\nec9b1baIiIiIaLI8Mb+AK798C6799v8p30UVA9gQbqnHIVXC8ucVzccU/phXulrSCKomKeAuBtcK\nFjRIAyXWplWThlD0oHsBPo8qkksxApXhVq1TSYM4Repnd2lWtwz4MJZmVQBJDYUcvxB30+iwwgF9\n1TKL1Nc0JKppmGdY4zfX8OnhZIFUTfs6hP3arWxbtL4aQdIAbKzw2sOpOu6W9s6pMvNSRLrVUYHh\nvVa7z10U2TFJhleJW5Hu0zwq2y7FCJIaYBNX4beyyyinlYw7voHXVnit4VTos6YANzqMQ09avFA9\nHcFKCG5OKPkGxQf1roSQDHElhDSUWSgiSOo+klDhL8Yw8TAOwFrM8WsMtO6WdpchLe2uRlz41CtQ\nkZX0nHpw/lvhCqkiQOgDvkKjGJIMafxGMZCMtoLuSonvQaengChyFVKHUXUxrRosBSoSJCKA50GN\nAeJkeEvY12vAVLNYfU0rs2q9BswtuH1bUeJ5MFNT0CiCtlrDqQTreS58OqqA9iqIiKt6GwSuEuw4\nKhkTEdGyRJ0Y/3jFDfiXq76C173nApzzurOXvTI4DV9xzt60bOvXr8e5556Lc889FwAwOzuLe++9\nFz/60Y/wxBNPYHFxESKC6elpzMzM4KSTTsJpp522ouqnR3POOefgnHPOwcMPP4w77rgDDz/8MNrt\nNprNJjZv3oxt27bhuOOOG9r2iIiIiKjarv32/8H7/vdXMNcu8Zt4WZVALw2jrjLkZjougBrMFezC\nXi9xVR9V04vUq3yPOfHhKvR4he1pWjWp5yL1KvqqyCpAobjBioGQ0GpDblkVs8KFFXul4RmkgdTV\nhtwSH4gbBQtWDBKXXFRgTftUDdJgZkH7Kgcfusbxi6yvRdUbSF1D8FaLGEAdoL645c5jwGuvLtDX\nDSsWLRjfK2vXGgOphQygDspuaFFd080A1oM7jhe4r+oJ4np6nokK/VJbG3FV5JNQ4bcUprO6QJQL\nixf8nDoMevDfQvfUuLmS2PTms1U8hbuBRYp3A0Cv7k1Kbp5vVpuH0nT+XGRGEE8FkNjCW0xg7GpO\nqunPFHn8igC+5yqYxokLpK7iaRRwAdS8K/gupTeQalf/N3kpGAFqLmSM1YaMVV3oMVrdmBgHt4S9\nC7mh3XaB1NUKfMCYXCtILkXSkKx6HhDHqw/eBj4wPVWosOIg8X1gwzpouwPMzwNJ0U8Yq9MX0my3\noe1V3lUvAqnXIUFQ6PErjQY0DGFbLTeGiYioEPY9Nosr3/g3uOHDX8AfXf1mnHzaiXk3aSIVd2a2\nRvfddx927dqFu+66C3v37sXs7Cz279+PMAyxbt06rF+/Hk972tOwbds2bN26FevWrcu7yau2fv16\nPOc5z8FznvOcsW9706ZN2LRp09i3S0RERETVccv9D+Cd/+vGvJsxPAJocDCQuuyQW6JoPKGo7y1R\n9SwRWB+ArqySkDVAXDf5LmG+Ej0XqSVeYV+9dAnosgQr0pBQdkF9uWMxCysWOmwwyAhsoFALVyF1\nmX21xgVQyzR+He3mB5bbcpWCB/gGCQAPB0OaKxi/3QqoJekq0qqtCqyoEmxfZdsySIPj1nfVJU1n\neU3P+mmLfAPAoIFA6kr26SHPUXQiUG/llbjVAEmAUp1Ts/FrovRck3ebRsUI4qZAQoW/aJcd6FO4\n0Hmp5g+rNaRq1mOzypUQunNCr0SVbdNKsNZLV0JY7t9iWWXQsvztBkB9g3haYCILr5WsuK8l2aPd\nSpDqe0AnBuLlVb9UAAg8aOCVavzCczeJYpXB8dLwDFAXaGxXFihNLBDFQ6mSOw4iAtTr0DB0YdSV\nVF30PMD3ChvgGyRGgDCAWrePll1J0xhgugmEYXn6WguhYeD26cLicKqGFpCkQVINQ1c1dAWVYKVW\nc4+y7FPPgzc1BY1j2MXF4VQyJiKiofj3b/8Al/7ny/EPP/gwK6PmoFJB1EceeQT/8A//gGuvvRZ7\n9+495OuqetjJi4hg27ZtuOiii3DOOedwIBIRERERjdHXfvDDvJswGgbQ0F3zMNESgShV1GaBxuNr\nqMKTp7QSy3KqJqkAcS1d8rMkbyz3EYEGrhKmiZbeXy4s4y4KllIWPrBLBw9KGUDt1V2aVdOqt0v0\nVYC4LoWvwndEWdUkTcNfS3xrt1pmWcJeg9JAqlosGdLMlqZHwSuDHlHWZpNex1xiv3Yr25YpbNtL\n3HLnSaDw2+61eiTWpAHU0o5fWVZ11FIGUHutoBK3q5ZZsmB8LxHYMA1URyjnfG+Z1BdE0wYmAvyW\nhRzhenwWFi9VWHG1eoKKpezpClZC6Fa2Les+zVZCsG6uf8RelDCA2kcENvRgAwOvlcB0lghpZn1F\nicdvLQACC7RjyBKVYNUzrgpqmecPXjontBUOpIoAgQf4BholS4eMrQuswi4viFw0Ygww1YTWQmBx\n0S1lfyTGAL7vgp0lJMa4kGZil64uKQCaTaBRL01YsZeIAM0GtF4D5heA1iqrhpaAGANpNl1Is9Vy\nFYmP9L1B4KqgmiIvTXJk4vsw09PQTsdVgq1oyJiIqGz2/OhJ/PD7D+OUZ23OuykTpxJB1Ha7jfe+\n97245pprkCSJu/PvCA73NVXFrl27sGvXLjz1qU/F5ZdfjrPPPnuELSYiIiIioky0xJuRlWAAmy7t\n7rW0r4qiv6Bo/tiFakpviapJCiAJBUmtxBeme4nAhgJrFV6n/4K8iquAWtqwzCAjUDl81ToVV/G1\nEv3sVr11yyj3Lhntxi+Q1KszfiHp+yMDwa++aplV6GsavHQX5A8dv6UNoA7KwqXq+tp3TEq/rlXp\nqxHEDUBihd/Cocdfv8TB+F4D1VGBQ1+rfd9XZj2VuNUCZmD8Wh/QMlW2XYpxgWqbKLx2NV6Sh5UG\nbzuBgddSeO3+QJSakocVj2SwlHHZA6iDllgJwb1WpbwBvl7dm5TcucaLtX+sWkVpA6iDRJA0fCSh\nwl/5sdd0AAAgAElEQVSI+lfyKHsAdZAx0Lpb2l068cD8QaA131XbLLvsxjNJbyisylg9HBEg9AFf\noa2of5yqugBqsoKqqQUmvg+dngaiCFhY6D8GpdV/yxrg6yUigO9BPeNCi4PB23oNmGpWo6/GADPT\n0EYdmD1Q6Uqa4vswU1PQKIK2Wv0hTc+DqdchfvnjKiICqdWgYeiqo66gEiwREY1O3FniBhcamdKf\n2e+++2685S1vwf33398Nma7mLqjsZx955BG84Q1vwKte9Sq8853vRBiGQ20vERERERFNIHEhipkH\nFPG0IgkFwbwimKvIhb1e2dKWadVQIAtmVq6n3UCJWECsuouYVQnL9Mqq3srBi5maBd8q2NckdGFM\n03EpzVJXtl2KpCFjcWG+g8vTV6yvcvCRVQ3tVkGtGkmr2QLdKoSVCaAOUF8Q11xlarFpv6sSjO91\nmEBq3+erJD2HxsbdEIDsZocqBNsGqCdQo0esFloZIkjq7hwjCQAo1FQkrHgkFt0bA4AKHn4HVkJw\ndz9INW4AGJTN6zs9d3hUNdTnCWzgwSzG1R+/achNYwux1gXePFPJ8QsDIKnqoO1h0vBtq+OWpVcF\n4moEUHuJCBCG0CygqdZVQTWmlJVBlyIiQBBA1824iqGqQK0GCUofaTiE+H5a8baVd1NGSkQgYQgN\nAmin46oU+76r4lvB8WtqNVgGUYmIaIKVetZ2xx134HWvex3m5+ehqodMVpaqjJrJfqb3Z1UVn/rU\np/Dggw/iYx/7GPwK3IlDRERERET5EwXqe4HqXsU8SD1BUsXw3qD0InWFFz88KAsaTAD1BEljMvYp\nzCQckXAwkDoJslBm1WWVuCekrxPDuGqalTdBu7Qb6JuATgswGSfVrJLxBOxTAJOxTzFZ4xeBB8Uk\nTCAmh1gFbPUrXmVVQzEB41c8D5hq5t2M0ZugeX5WNZSIiIiqrbQJy0cffRS/+7u/i7m5OTdxGQiS\nBkGAbdu24fTTT8epp56K9evXY3p6GlEU4cCBA9izZw/uuusufOc738H9998PoD+Uqqr46le/ij/5\nkz/Be97znlz6SERERERERERERERERERERERERERUZKUNor7rXe/CE088cUgA9bjjjsPv/d7v4bzz\nzsPGjRuX9Vzf/e53cfXVV+Ozn/1st4pqFka95ppr8Mu//Ms466yzRtIPIiIiIiIiIiIiIiIiIiIi\nIiIiIqKyKuWiet/61rdw8803d0OoqgpVxfbt23HjjTfioosuWnYIFQB+7ud+Du9///tx3XXX4cQT\nTzwkjPqBD3xgJP0gIiIiIiIiIiIiIiIiIiIiIiIiIiqzUlZEvfrqq7v/V1WICH77t38bl1xyyZqe\nd8uWLfjMZz6DCy+8ED/4wQ+6n//e976HXbt24YwzzljT81Px7Nq1a1nft3v37hG3hIiIiIiIiIiI\niIiIiIiIiIiIiKh8ShdETZKkWw01C6GeeeaZaw6hZk444QT85V/+JbZv344kSbqf/+IXv8ggagXt\n2LEj7yYQERERERERERERERERERERERERlZbJuwErdffdd2N+fr7vc5deeulQt/GsZz0Lv/qrv9oN\nugLA7bffPtRtEBERERERERERERERERERERERERGVXemCqPfff3/fxyeeeCK2bNky9O2ce+653f+r\nKu67776hb4OIiIiIiIiIiIiIiIiIiIiIiIiIqMxKF0R9/PHHu/8XETzzmc8cyXYGn/fAgQPodDoj\n2RYRERERERERERERERERERERERERURn5eTdgpVqtVt/Hxx577Ei2c7jnbbfbCMNwJNujfFx77bXL\n+r7du3fjsssuG3FriIiIiIiIiIiIiIiIiIiIiIiIiMqldEHUwSDo7OzsSLZzuOcNgmAk26L8nHHG\nGXk3gYiIiIiIiIiIiIiIiIiIiIiIiKi0TN4NWKmNGzd2/6+qeOCBB0ayncHnrdfrqNfrI9kWERER\nEREREREREREREREREREREVEZlS6IevLJJ/d9/P3vfx8PPvjg0LfzxS9+se/jk046aejbICIiIiIi\nIiIiIiIiIiIiIiIiIiIqs9IFUU8//XT4vt/3uQ9/+MND3cbjjz+O6667DiICVYWIYOvWrUPdBhER\nERERERERERERERERERERERFR2ZUuiNpoNPDzP//z3YCoquL666/HF77whaE8fxRFuOSSS7B///6+\nz//SL/3SUJ6fiIiIiIiIiIiIiIiIiIiIiIiIiKgqShdEBYDzzz+/+/8sjPqWt7wF//iP/7im5z1w\n4AB+53d+Bzt37oSIdD9/wgkn4Oyzz17TcxMRERERERERERERERERERERERERVU0pg6gveclL8Mxn\nPrP7sYggjmO8853vxG/+5m/izjvvXNHztVotfOYzn8GLXvQi/Ou//mv381nV1T/4gz+A53lDaz8R\nERERERERERERERERERERERERURX4eTdgNUQE73vf+/DKV74ScRx3P6eq+NrXvobt27fj6U9/On7x\nF38Rz3rWs3Dqqadi3bp1mJ6eRhzHOHDgAPbs2YO7774b3/72t3HzzTdjYWEBqtp9ruzfM888Exdc\ncEFufSUiIiIiIiIiIiIiIiIiIiIiIiIiKqpSBlEBYMuWLXjPe96DSy+9tPu5LIwKAPfddx/uv//+\nZT3XYAA1+9zJJ5+MD33oQ0NsNRERERERERERERERERERERERERFRdZi8G7AW27dvxxVXXIFGo9H9\nnIh0H6q6rEf2/RlVxdatW/HpT38axx57bB5dIyIiIiIiIiIiIiIiIiIiIiIiIiIqvFIHUQHgZS97\nGW644QZs2bKlGyzN9IZSl3pkVBWe5+HNb34zrrnmGhx//PF5dImIiIiIiIiIiIiIiIiIiIiIiIiI\nqBT8vBswDKeccgquu+463HTTTbjqqqtw66239n29N2ya6Q2sAsD69euxY8cOXHjhhTjxxBNH2l4i\nIiIiIiIiIiIiIiIiIiIiIiIioiqoRBAVcGHTF7/4xXjxi1+Mhx9+GN/61rewa9cu3HXXXdi7dy9m\nZ2cxNzeHIAiwbt06rF+/Hk972tOwdetWbNu2DWeccQZqtVre3SAiIiIiIiIiIiIiIiIiIiIiIiIi\nKo3KBFF7bdq0Ceeddx7OO++8vJtCRERERERERERERERERERERERERFRZJu8GEBERERERERERERER\nERERERERERFROTGISkREREREREREREREREREREREREREq8IgKhERERERERERERERERERERERERER\nrQqDqEREREREREREREREREREREREREREtCoMohIREREREY2RArB+3q0YE1X3mACaPqpOAajk3Yrx\nmKh9isnq6ySYlL5mx6SJ6WvejRiXCensxB1/J2X+MCHHpO48fwLm+pPyOgUANZPR10maP0yUSTom\nGZmM8Tsh+xQAYCZjoqSqUGuhk7JfiYiIJtCkXP4kIiIiIiLKlwKtY4HWMQL1Bd6iYuoRRTifd8NG\nQyKFWPd/NQr1AUj13ljvvnUu7gPt+bBKFEASAkkNgAgkUXhtwCR5t2z4VIDER3cnigUkqeY+VQHU\nQ3f8wrp/q9jXbqckvZZZwX4C6T7tGb9a5fHrATaEu83eAqYDmLiiffV7XqsWMBEgFb12K4nrW/a6\nVYMK7tSBCUPF5w9xDbAB3PwhTucPNu+WDZ81QNIQ2MCdaLw24Le0eq/VLDiiB6cP3RFctbm+qjsG\nGQAiUKtABc+pAGA9YPG4ELbmAVYRzMcIDsSVG79u/iCwgedCX1ZhogSSaPX26ySFvKIYaLcBm55c\nfN89KnZMUgCoh0CzDhgDxAl0fhHoRNUcv62W27cA4HtAreb6XTWeAY7ZAAkDqLXA/CIwv5B3q4ZO\nVaGdDrTddvvXGJh6HfB9SMVeqwAgjQYkCNwHcQy7uDhZx2UiIppoDKISERERERGNUvY+owUWjz/4\npnnSEOx/hiDc7wKpXief5g1T71uqvQEDsYB2APU0DdKU/03mbrCttyty8ItVCZRkFXzjOvoqdKgn\niJsucOy3qxGIUrigrQvL9Hzec0EoSdJQal4NHCKVtDJz73W8LJSaBlKrsk8BHP61WrFAahbM7IYV\nM+n4RQK3X3Np3XAddvwawNYBmwBepxoh+e4+7QkWA3B9raXHpKga+7RXduwRID0w94RRq9BZq/Cy\nIHFPQB5Ad/5QhW52g8QeoD3zPvUFsacwkXutVuJcI0BcExeMz/oqgqTubuLxF908vwr7NQtRHzL9\n7c59tRLzfKh2b0SC19MfI4Ao1KI651QANhRooye0ZwTRTICo6SPcH8FfSKrRVyNIQq+/6qAR2JoP\nJBZeJ6nEMal7s0MFA/+HiBPI/jnIQnvg87F7BAHgeZU4LqlngNB3ocWM7wHrp4FOBJ1bhCQVmAD3\nykKoABAnQLzg9mktrMQ+BeBu0plqHvzQGGBmCtqsAwfmgVZ7iR8uD40i2FbrYFgcAKyFXVgAfB+m\nXod4Xn4NHDZjYHr7EwQwvg9tt10Ql4iIqOIYRCUiIiIiolxtWjeTdxNGJwt0LfEtnXWCzjTQeAJo\nPKalrBDVd73uCJ0VuIu5mgDqp9WFSnjxYLCy4mFVJFBijQugqn/kHmggiHyF6aC0IQuFC58mIY68\nHF5aZVLVVVwsa3ixW1lxqQqDWXDIljt4e9iw+CDp+d4y71NzmLBir6xKqgKo+vj1gKQB2BjwShyS\nV0lD8UsUfeqG5OOKVL2Vw/dBkN7QAhysTFhG6sKXS4akpfutvR+WjvZVsj1ML8SFNm3gApqmxPOH\nJASSuhx5TmsE8ZQgqSv8BYUXH/7bCu8wAdRB3UCqpt9Ywnk+AFchM1mikq0I4AEw5Q6kZudUGywx\nfj1BZ2OIeMoinI3gdUr4hyqyc6oH9Zc4gXgGSd2t+mA6JQ3edgOoFazuOsgqMLcAOTC/9FwvivoD\nqSWkIkDNd6HTIwkDYKMPbXWA+UVIlasuZvs0DIGgxFVvRZY8V4rnARvWQTsRcGCuP5RbIpokLoAa\nL9H+OIadm4OEIaRWc2HckjtchVcRgdTr0DCEtlrQKMqhZUREk+e4E4/JuwkTiUFUIiIiIiLK1bnP\n+hlcc8d3ce+eJ/NuyvDowcey3hY3gsWnAK2NwNSjitre8lzQ7Ks4uAwCF5pxFe30yMG/gjliZcWl\nlHS5XVfZy1VHWhYR2FoaKGmXa2ls67kqqOotfwDbAG5p7KQ8IbcjVstciknDRFquQOqyAqi9eqvf\nliz8ddjKoEsRQNPxi4qPX/WB2HNL2Jcp5KZZ6H25WYl0n6qfVkct0Wu1ayXzB5vmbJYKIxeNKiRe\n4bmxrPMHrDAsLIKkBiRBWl29JPOHrFp8Updlzx/UE0QzgqSj8BdLdOOZHhyIK5r+Znd4AOUJCanC\nxEsEUAf1BlITlOYmj+ycagNZ9t9hNjRoPaUGbzFBOBvBJOWYQLibzYwLoC5nHIpAfUHiCUxkIbEt\nxT4F4F50dgXjt6xUgcU2ZHYOkizzQKoKdDouiOr7pVnaXQFXATVYZkVXEaBRA2ohdGHR/Z5G3ci8\nqALttgul1kK3X8siC58u89woYQAcuxG62HIVUm05JhBqrav+2Vn+0k/a6UA7HUi97kKpZZk/rJAY\nA2k2XUh3cRGoWiVjIqIC2f7WX8WGp6zPuxkTqUSzM6Lh27Vr17K+b/fu3SNuCREREdHkOmaqiWtf\ndwE+eus38fGv345Omd+EW2kAdfDHfcHciYLFYxVTjyjC+SG3b4hWGkAdJAp4EWCNppX8ivsm84qD\nbb0GqqP2fqpoupW9aljd/jDiKhEmaSC1wC/lLGyrwSr3hgGsoLtsa5H3KYwL3K6qimA67lXgwosF\nDlmsKizeK/s5TcO3w2rYCKik+3S1hZ2ykHFZxu9S1V6XInBVF/20YnOBQ27daq8rCYv3EkBDt09N\ntux70a1h/oDE/XyhA6mqkCQNoK5mf5Rs/tDdF6tppBHEDUDidP5Q4IyFqxYvq54/2FDQCVzFZn+x\nwFULszszVnk+7FZHzZ4EKO5cXxWS6OqD/CLuKpt1gdSC9hKAO/cnoQDLvQFrQNLwsFg3COZiBAfi\nwp5rXNhWYMNVLsku6c/6BiZK3PgYeiuHJA2gFnmOPjSdCLLvAKSzysqQSeIevu8eBT0mKeCqn4b+\n6m7aNQJMN4F6DTq/6H5vw25kUVgLLLbc76tWK37I2Cw/gDpIGnVorQbML7hHQamqC5S22wfnEit9\njlYL2unA1OuQIBhyC4tDPA/e9DRspwNttVb9+yIiokNt+skT8DtXXIRfOO+5eTdlYjGIShNtx44d\neTeBiIiIiABMhSHeevZ/xI6tp+PPb/4qPv+9f8u7SSuTvV84pEpkSUOw/xmCcNYFUr0CrdjU99bo\nEDprLKAdQD1NAzjFuUyypgDqoIFASXF6ebCyV1zHUCrUqieIm4CJtHBLY2dhWxti7WNNcHBp7KR4\nlQhXXC1zKWlf3WAp3j4FMNzXaloJtmgX9VdV2fZIBEA6fpGgcEsLD3X8GiCpA0hQuJBbFuDTAMPZ\nAcYd3yQpdvB2rQ3LQm5I1hiAHBXr5m4yjLFW8PnDMAPB6gtiT2GiNDxepHONAHFNhjR/ECR1Nx/x\nF9X1dSitHBIdXqjtkEBqgeb50DR8OqyQoRFAFGpRvHMqXAh6KH9riSCaCRA3fQT7I/gLxVrGXo0g\nCb3hrLphBLbmA4mF10kKdUzqViu2BQ7JDkuSQGbnIQut4TxfHLtHELgqqQU6LqlnXADVG8IE2PeA\n9dNAJ4LOLSy/gmwZxQkQLwBhAIRhofYpANeeIRyTxAgwMwVt1l111FZ7CI0bHo0i2FZrOFVbrYVd\nWAB83wVSvdXegVl8JgyhQeAqyLaLtU+JiMqmua6BCy/7dbzsTS9BWKvuzQxlwCAqEREREREVxokb\n1uODv/ZSXPjgs/HeG7+Cux59LO8mHV0WzBrBU3fWCzozQGMP0Hg832U8hx1AHXw6SQBNAPU1DTTk\nd/GgG0Dt/XdY0ucryhLgrrKXC38M/bkDgfUVpoPcQxbdZXRrGM6F6V6SVjJUV/ku7/Bit7LiKCoF\nZuFbW4zg7VDD4oMK9FrthhVXWxl0Ken4hQKo+vj1gKQJ2BiFCMmrADbAcMK2vbJjkpeGUYtUoW8U\n8wfbU5Ez70JY6kKUI/mdF+iYBBwMxg//mOTCnjZIq6NG+R+TkhBI6quvYnZERhBPCZKaukDqKov8\nDc0QA6iDuoHUrOR43iEhqzDJCJYxF3HVyk0xAqnZOdUGwx+/6gk6G0PEUxbhbASvk2/IzZ1TPag/\nghOBZ5DUBZIoTKcAwVurkxFAVQUOLEAOLEBGUSkwilwgNQxzr6SpIkDNd+HRYQsDYOM6aKsDzC+O\n5ndZFJ0IiNJ9GhSg6q3ISM554nnAhnXQTgTsn3PjOEeaJC6AOop2xDHs3BwkDCG1GqToVW9XSUQg\n9To0DF1F2KhA1QiIiEpARPCS1/8SXvueC7Dx+PV5N4fAICoRERERERXQmSediOtedwH+6c678Rdf\nvgV7irj0lB58jPTtbSNYPB5obQSmfqyo7R3/Bc2+ioMjJHChGVcJT4cfGDyKoVdWXIog1+V2s6Xp\nbYDRXqARga31BEpyqNBnPRdA1VUuQ7psWajMAiYZf8htqNUyjyZb2l3zCaSONIDaK9uG5hf+Gmpl\n0KVIWpXTAsjhdTrO8as+EHsu4GZyCMkr3O9aR13YRw5ux8TINxA1jvmDTXN0owgxH40qJB7TOS7v\n+QPGFPrtVg1V+K3xB6q7N7DUZeTzB/UF0Ywg6bhA6thvPMtOcGO4EUG6m8tOqmMewaow8QgCqIN6\nA6k5zgltMJwqfEuxoUHrKTV4CzHC/TFMMt7OKgAbGBdAHfHfNOoLEk9gIguJ7fjPqZoGUCucIwTg\n+rnYhszOjb6KpyrQbrvKqEEw9mOSAq4CajDiyqwiQKMG1ALoQsv9fke3tXxl+zSKgFptNOHeo8nC\npyMeTxIG0GM3AIstYG5hOJVIV0BVXWiy0xn9tjodaBS5MGoYQvIOGY+IGANpNqFx7MK9SZJ3k4iI\nCu/ZZz8Lv/sXF+HUrU/PuynUg0FUIiIiIiIqJM8Y/PrW0/HLp/00/ubW2/CJb+xCVIQ34cYVQB3c\nbCCYO1GweKxi+mFFMIZs7rgCqINEXUBIjaYVAEffgLEF23pl2xpjoKRb2auG8V5oM4KkAdhE4bXG\nszS2iuunDcY8gA1gJQ1ojik4o8YFbsdaDTB9vajAhRfHcEwca1i810AgdSz7FGkAddzXTtNl4nVM\n41fTbeYxfm3ofsdeB2NZxr5b7XUcYfFexvUVNq0uOc4ASw7zByRuu2MJpKZLe+f2ex3z/KH7Ox3r\n+BXETUDi9IaWMcwfXLV4gY55/mBDQSdwFZv9xTFUOxxjALVXtzpqtnFg9HNSVUii4795RgTwAbUK\njGtOKG4sjfwGrAFJ08diw0NwIEYwF4/8mOjCtgIbeOO9eVEENvQA38BEiRtXo95mGkDNu2r9WHQi\nyL45SGfM1QCTxD183z1GfExSwAUkQ3+849cYYLoJ1GvQ+UX3+x7f1sfLWmBx0f2ea7XxVb01ow+g\n9hIRoNmA1mvA/AIwvzjybaqqC4a22wfnEuPQE3w19TokqO6Sy+L78KanYTsdaKs13t8zEVFJPPXp\nx+ONf/6bOOsV/1dlb1AoMwZRaaJde+21y/q+3bt347LLLhtxa4iIiIjocKZrIf7vXzwL5289HR+4\n6V/xL7vvzach2ft+OS+xmDQEsz8pCGcVU48ovBFco+l7izOnznarm3UA9TQN7gy/MbkEUAcNBEpG\n0ZQs1BbXMfZKs33t8ATxFGAiHdnS2FnY1obIbzk+Sas7mjTMN6Ljhkoa4Muh0EtX2lc3yEa3T7Nt\n5f5aTSvBjioMMNbKtkciANLxiwQjO++NrdrrUgyQ1N3r1Iwo5JYF+DRAvuM3DaRKMp7gbZ7zB6SB\n1JEGJ62bg0meq1GPaf4wtmDvUu3wBbGnMFEaHh/FuUaAuCY5zx+ySrAujOqNqmqz5h9qOySQOorf\neRoWH0tYcClGAFGoxejOqXA3X43rJr7DEkG0LkA85SOYjeAvjmYZezWCJDCAl+MEwghszYckFqaT\njCZ4m75OYXMev+OQJJDZeWChlW9f4/hgINUbTZVSNQLUgnzHr+8B66eBTgSdWxh95dk8xQkQLwBh\nAITh6I6PMvoK1Etu3hhgZhraaAAH5oD2aKqUahzDLi6OvfpqH2thFxYA33eBVC/PN0NGy4QhNAig\n7bYL/hIRERrTdbzqndvxa2/+FYT1MO/m0BEwiEoT7Ywzzsi7CURERES0TCdt3IC//vVz8Y0Hfog/\n+5ev4PuPPT6+jWcBq/Ft8ag66wWdGaCxB2g+rkMJQhQhgDpI4EIzmgDWVxdYGsLFg24AtfffvKXt\nGPYS4K6ylwtxFIUNBNZXmA6GFrLoLqNbQ64XgfpIWgFR06WxhxT6KERYcVAWvrXDDd4WIiw+aASv\n1W5Y0R/SEw5DOn6hAOLhBb+6lUFzDrb1Ug9ImoAdcshNBbAB8g3b9sqOSV4aRh1Fhb6C7NPuDS3A\ncJeSVxeGHPdS8Usa0fwhO9cUpqPiQqI2SKujRsM7/rpq8fmGSPoYQTwlSGqKYFHdHGIYChBAHSTI\nbvBIGzaskJBVmKRAy5iLuBuHzHADqdk51QbjrcK3FPUEnWNCxB2LcDaC1xlOYMmdUz2oX5STKqCe\nQVIXSGxhIju815bVyQigqgIHFiAHFiBFqfin6pZ1TxIgCIZWSVNFgJqfz1LxRxIGwMZ10FYbmG8V\nZx+MQicCohiohcOtepudtwpy/BXfAzauh3Y6wP55F64eAk0St1T8kJ5vKOIYdm4OEoaQer2y1fBE\nBFKvQ8PQVYSNxlwxmoioIEQE57z2bLzuzy7AMU/dmHdz6CgYRCUiIiIiolJ53smb8U+vfxWu+85d\nuPLLt+DJhREuPaUHH4V8S9MIFo8HWhuBqUcVtX2rb2dfxcECEgBenFXQ01UHBQpTWXEpg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h2uhsonoupFnUqqFq3E3p1oq4YMVOkpBFVC9uhcmtsIxsu7E3gIHUwlC4CpI2xOh3ZiQJ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\neblZMKBbNdRPKqZMuJluMCiu5iisOCwJucX7DER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oUK/zN/vgTthauLgm+dqEFSdlTZo+Cu18pqgioToEoGYIAPjiz7eqmm1P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\nDRef3rb05g+2krG7qtOo8vQOYcU1Jqmo8xLwcR4U58NZxt7apOq1VkW9nYl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f/avq/miWfx4sVrsTytNt4+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\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KCFxRpytubzwU1fz2hBVzO5p5Di9sX4bP9++Kyf6yVPEl4oF2/XB9k47w2BQ2yG3VkQP4\nx7rF2HM6tkurdahRG3/rMQidato3WZBTSNcwc+cWvLZ5HdIjses6owiBGy5phwe79ka1xNisxnEo\n7SyeXbcC//sptktbVk8sh4e79cGolvaFvXJbvm8//rlkOX5Oje3Sap3r1sETA5PRtrZ9kwU5BSMa\n3lm/BVNXb0BmJHYheVUI3NilPe7t1xOVE+2Z7Mrt4OkzeG7xSizaE9uQfM0K5fHggN64um0rKDHo\nbCClxLIf9uG5hStwICW2Iflujerh0SuScUkd+8IyOWWGI3hn+SbMWL4JwUjsQvIeRcFNvTtg4qDu\nqBij8bv/xGm8OH8Flu/eF5P9ZalVuQLuH94XV3RqEZPOHFJKLN75E16cvwKHU2Mbku/Z/GI8fFUy\nmtWuHpP9ZQbDeGfhRrz/zWaEY7i0pdej4sZLO+K2y7uhgk2TtbntO5yCVz5chnU7D8Rkf1lqV6+I\ne0f3w6CuzWI3ftfswX/eX4Hjp9Js319OPTs2wr1jk9GgbrWY7C89I4T35qzFnP9thqbFLiTv83lw\nw9VdcdM13ZCY4IvJPn/edwJvTF2CrdtiO37r1K6MSXcORO+eTWMyfg1D4tsluzH97eU4lRLbhzx6\n92yGSXcOQN26VWKyv7RzAXwwfTnmf7IBegyXZvUneDF6XB+MHNML/oTYhA1+2n0YUyd/gV2bYvuQ\nXb1GNXDHY8PRNTk29w+6buDbD9dg5tOf4fSJ2N4/9L26C8Y/dS0usiksk9vZlHR88OICLHhvVUyX\nFk4s78f1912Gq+8YAF+Mxu8PG/ZiygMz8d3a2K6k1LB1fUx4cSy6DGkfk/3puo6Fby3BzCc/xNkY\n3z8MvLEPxj9zE2rWj8397+njZzDzyY+w8O0lMc0hlK9UDmOeHImr7rkMXl9sxu+u1T9gygMz8eOm\nn2OyvyyN2zfApJfGocOANjHZnxbR8L+p3+C9pz5BWmps7x8Gj03GbZNvRPU61q32lZ+Uo6cx4y+z\nsWjmspjsL0tSlfK45anRGD5xMDxe61abyc/2Zbvxnwfewb7tsb3/bda5Me56eRza9LkkJvuLhCOY\n/8bXmPWPOciI4UN2QghcPn4gxj19ParUsm61r9LC7fPHDKJSgVJTU9G16/mT6zNmzEBycnKRtvPT\nTz9h6NCh531u3rx5aNu2bYlrZBCViIjIXRhELTm3v5BwGyl1IPAZZPpLgJFi786U6hAVHgQSr4EQ\nsQl75XQmnIEZ+77G/MPrYMDe+9F2lRvh3mYj0KKiPd1eC7Lt1GE8veVbbE2x96lxj1Bwc/PO+GOb\nPqjks6ezV340w8BHe7bjxS2rkBq0N2Rcq1wF/LlrMq5uEpuwV24nMzPw4oZV+PiHnTaPXqBX3Yvx\nZK8BuKRabCa7ctt49BD+sXopdp60d2k1r6LgtnadcU/nHkjyxSYsk1NE1/Hhth349+q1OBu0t+tB\nnYpJeDS5L65o2dyRZZiOp6XjpaWr8fkO+x986Nu4AR4bnIymNWITlslt/YFfMXnRcvxwwt5O3D5V\nxW3dO2NC764o74tNWCansKbjg3XbMGXJOqSH7A3J16tSEY9c3g+XtopNWCa3o2fS8PLCVViw7Qfb\n99X/ksZ4ZFg/NKwRm7BMbmv3HMBz85bj52P23hMmeD24dWAXjBvYBYkxmqzNKRTR8P6KLZj+7QZk\nhuwNyTeoURkPjeiH5FaNHRm/h0+dxatzV+LbzXtt39fAjk1x38i+qFcj9pNdUkqs2fELXvlwOQ4c\nPW3rvhL9Xoy7shtuHNoZfl9sJmtzCoUimP3FJrw/bwOCIXtD8g3qVsUfx/ZHj472rXaQn0NHT+ON\nd5Zh1Qb7H/IY2KclJt3SDxfVrGT7vnKTUmL12p8wZdoSHDlq70Me5cr5cPONvXDNVZ3hc2D8BgJh\nfPjJenw8ZwPCNi/N2qhhddw9aRA6d2xo635+z8H9JzH95UXYsNr+6++gK9rhtnsuRfWasXkANicp\nJVZ9tRNvPfclThy29/pboWIibrxnEK68qRc8XntWO8hPZloQH720AJ//5xvblxZu0u5iTPzn9Wjb\nu7mt+/k9B/YcwdS/zsXWFfbe/wohMPj6Hhj75ytR1aHr79IPV+GtP3+Ak4fsvf9NqloBY/8+GsMn\nDIbqif34TT+Tgfef/hTzXlsI3eaHlFp0bYK7XrkVrXq2sHU/v+enbb/gzQffxfZlu23dj6IIXH77\npRj39GhUrhH78WsYBr6dtQJvPz4bqTbf/1auURHjnr4el40fCNWm1Wbycy41DbOemoP5U762PSTf\nqlcL3PXKrWjRJfYZGgDYs+lnTHngHexebe9D+oqq4MqJQ3DLU9ehYrUkW/d1Ibqu4+t3luGdJz7E\nmRNnbd1X1Ysq47Z/3ojBtyRDiVEDgpzOnDyLd//6Mb6c/q3tKyG0S26FSS+PQ9MOzrx+iwdunz9m\nEJUKdOTIEfTt2/e8z82aNQu9evUq0nYOHjyIAQMGnPe5jz/+GF26dClxjQyiEhERuQuDqCXn9hcS\nbiWNdMiMKUDGTABWT8h7gfK3QpSfCKHYswx0UexLP4bX987HplTrJ4QuSqiCSU2HoX/Ndo6EDXIy\npMT8A7vx3LalOBawvuvBgDpN8XjHgWhSMTadDfJzNhTEv7euwbvfbYEmrX1D0q96MKFtV0xq1x3l\nvLEPe+W269Rx/GP1Umw4av3Swg0qVsZfevbH4IZNXDF+5+7ZjefWr8TJTOuXFh7SqCke75mMhpWc\nCXvldDoQwKur12H21u3QLX6tnOj1YEL3rri9axckxKizQX52HDmGfy5ahi2HrF+aqlG1KnhscDKS\nmzR0fPzqhoFPt+/Gy8tWIzXT+pD85Zc0wyMD+6Je5dhPduWWkp6J175dg0837YJh8fgt5/NiQv9u\nuKVXJ/hdMH63HTiCZ+Yvw65D1ofkm9aqhkeHJ6NX8waWb7uoNN3Ap2t34j9frcGZjKDl27+iU0vc\nP7wPLqoS+8mu3E6eS8frX67BvI27YfVblUkJfkwY0h039OkArwNhg9y2/HgIL3y8HHt+PWH5tpvX\nq4GHRiejS4v6lm+7qDRNx5zF2/HWvLVIy7T+IY9hfVrhrpF9UKOK869pTqSkYersVfhqhfUPeSSV\nT8D40T3xh8Ht4XHB+N20/QBem7EE+w5YvxJCiya18MfbB6LdJc48QJhTOKzhs/9uxqzZa5CZae1D\nHkIA/8/efcZHUfVtHL/SCwklhF4CUgJSAgm9SkdAFAEB6XgLAipFUG5BCYqK4i34KCAdFBEBQVoE\nQXqTTqQFkCC9hFBCSM8+L/i4ZtPYbJZkF3/fV5zZM2f+4TMnu5u55ky7tgEa0LexfArkserYlrh2\n/a5mzdmqLdusH3LLl89DA/o2VvtnA+TklPNhg9T27z6jWVM26EK49c/fytVK6rW32qpS1dw/f+Ni\nE7Ry/g79OHOLYq18/jo6Oqhd93rq9WYr5fPJ/fP36vmbmvP+Mu1ac8jqY+cv5K1+772oVi83zPXz\n12Aw6PeNxzRnwgpdPmf9zw9V6pTToA+6qEJAaauPnVUx0bFaNnm1lk5epbgY656/Ts5O6jikjXq9\n30V5fXL/8++l01c0c/S32rvmoNXH9ilWQP/5pKda9GqcK2GvlAwGg3au3KdZo7/VtXDrn781mlXR\n4Cn99VT13P/+FnM/Rj98slLLv1irBCvfZOfs4qROb7ZTz3GdlSdf7v/+/evkJc18a6H2rz9i9bEL\nlSqoVz/trWe6Ncj1vykZDAZtW7pbs99ZpBsXrP/5Iah1gF77X1+VqZL739+i70Zr8UcrtOLLdUpM\nsG5I3sXNRZ1HdFCP/3aSp3fOL6CR2rnQvzRj5AId2Wz9J9kVLVNIAyf3UaMX6+b6+WvrbP36MUFU\nPNKtW7dUp04dk23WWhF15cqVql69erZrJIgKAIBtIYiafbb+RcLWGRIvyBD1mRT3q3UGdGsjB+/R\ncnDO/T8sp2QwGLQr4oSmnVmryzHZ/4OOh5OrepVprpdKNZGbU86v7JWZB4nxmnVyr2ad3KvYpOyv\n2lE+b0GNC2ylJsWeskJ11nXubqQm/r5Fv120zqOpOj5VSWNqP6MSXjm/skxmDAaD1oef0Ud7tupS\nVPYfDejl4qo3guqpX7VAuTnlftgrpfvx8Zpx+HfNPnpA8UnZ/4NkJR9fvd+wuRqUtK3fSZJ0OiJC\nH2/erp3nrfNoqheqVNaoJo1U1Dv3wzIpGQwGrTtxWpN/26Gr97Ifks/r7qY3mtTTy0EBcsmFlTky\nExUbpxm7ftfCfYeVkJz9kPzTRQprbOumql0698MGqYVdu6lJ67bp93MXsz2Wg4PUKbCKhrVqqELe\nuX+xK6XkZIPWHjmpKb/s1I172Q/J5/d01+utG6hrnWpytoGwTEr3HsRqxoa9+nHnUSVa4fytWrqo\n3unUVAFliluhOus6cfG6Pv15qw6HX8n2WI4ODupcr6qGPttAPl6eVqjOepKSk7V29wlN+3mXbt3L\n/qMBC3h7aMgLDfV8wypyyuWwQWp3omI0a+VurdgcapWQfECF4hrR8xk9XbaoFaqzruNnrurL+Vt0\n/Ez2b/JwcnRQpzY1NKBrfeWzgYu1KSUmJWvdplDN/n6n7t7L/k0eBQvk0aDeTdTmmSpydLSti7WR\nt6M1b+EOhaw/apWQfED1Unr9tRYqX65I9gezsj+OX9LX03/T6TPXsj2Wk5OjXnwhSH16NpCXl7sV\nqrOexMQkrVt+QN/O2qL797J/k4dvkbx65Y2Watamms2FDW5dv6cFX6zXppXWCbnVbFBeA999TmUq\n2t7v36M7T2nmf3/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| |
"text/plain": [ | |
"<matplotlib.figure.Figure at 0x7f6868c0f7f0>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"fig, ((barh, main), (extra, barv)) = plt.subplots(\n", | |
" nrows=2,\n", | |
" ncols=2,\n", | |
" figsize=(10, 10),\n", | |
" gridspec_kw={\n", | |
" 'height_ratios': [20, 5],\n", | |
" 'width_ratios': [5, 20],\n", | |
" 'hspace': 0.05,\n", | |
" 'wspace': 0.05})\n", | |
"\n", | |
"extra.axis('off')\n", | |
"\n", | |
"main.set_xticks([])\n", | |
"main.set_xticklabels([])\n", | |
"\n", | |
"main.hexbin(\n", | |
" all_data['ba'],\n", | |
" all_data['ab'],\n", | |
" bins='log',\n", | |
" gridsize=int(max(max(all_data[tag] for tag in ('ab', 'ba'))) / 2),\n", | |
")\n", | |
"\n", | |
"ts.figures.helpers.axes_off(main)\n", | |
"\n", | |
"positions, heights = zip(*Counter(all_data['ab']).items())\n", | |
"\n", | |
"barv.bar(positions, [height/sum(heights) for height in heights], color='0.1')\n", | |
"barv.set_ylabel('Reads'); barv.set_xlabel('Size of Tag $ab$')\n", | |
"barv.set_axisbelow(True); barv.grid(axis='y', color='0.9')\n", | |
"barv.xaxis.set_minor_locator(mticker.MultipleLocator(1))\n", | |
"ts.figures.helpers.ticklabels_to_percent(barv, 'y')\n", | |
"xlim = barv.set_xlim(*main.get_xlim())\n", | |
"\n", | |
"positions, heights = zip(*Counter(all_data['ba']).items())\n", | |
"\n", | |
"barh.barh(positions, [height/sum(heights) for height in heights], color='0.1')\n", | |
"barh.set_ylabel('Size of Tag $ba$'); barh.set_xlabel('Reads')\n", | |
"barh.set_axisbelow(True); barh.grid(axis='x', color='0.9')\n", | |
"barh.yaxis.set_minor_locator(mticker.MultipleLocator(1))\n", | |
"ts.figures.helpers.ticklabels_to_percent(barh, 'x')\n", | |
"ylim = barh.set_ylim(*main.get_ylim())" | |
] | |
} | |
], | |
"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": "3.6.2" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 2 | |
} |
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