{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "### Create Timeline Plot of Platforms in a STOQS Database\n", "*Walk through activities of the database and summarize platform time in water*\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Executing this Notebook requires a personal STOQS server. Follow the [steps to build your own development system](https://github.com/stoqs/stoqs/blob/master/README.md) — this will take a few hours and depends on a good connection to the Internet. Once your server is up log into it (after a `cd ~/Vagrants/stoqsvm`) and activate your virtual environment with the usual commands:\n", "\n", " vagrant ssh -- -X\n", " cd /vagrant/dev/stoqsgit\n", " source venv-stoqs/bin/activate\n", " \n", "Connect to your Institution's STOQS database server using read-only credentials. (Note: firewalls typically limit unprivileged access to such resources.)\n", "\n", " cd stoqs\n", " ln -s mbari_campaigns.py campaigns.py\n", " export DATABASE_URL=postgis://everyone:guest@kraken.shore.mbari.org:5433/stoqs\n", " \n", "Launch Jupyter Notebook on your system with:\n", "\n", " cd contrib/notebooks\n", " ../../manage.py shell_plus --notebook\n", " \n", "navigate to this file and open it. You will then be able to execute the cells and experiment with this notebook.\n", "\n", "---" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For the KISS April 2017 campaign add up the hours and collect in a dictionary all the platform start and end times using Matplotlib mdate format:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Platform Name # Deployments Hours\n", "------------- ------------- -----\n", "tethys 35 341.9\n", "NPS_Glider_34 1 910.0\n", "SG_Glider_621 335 703.6\n", "dorado 3 65.3\n", "Slocum_nemesis 127 173.5\n", "SG_Glider_539 322 686.5\n", "opah 306 282.4\n", "WesternFlyer_PCTD 37 10.1\n", "OA1_Mooring 1 912.0\n", "OA2_Mooring 1 912.0\n", "M1_Mooring 1 912.0\n", "wg_Tiny_Glider 1 912.0\n", "SPRAY_L66a_Glider 1 912.0\n", "daphne 41 291.3\n", "aku 45 254.1\n", "ahi 2 1.6\n", "WesternFlyer_UCTD 26 90.1\n" ] } ], "source": [ "from collections import defaultdict\n", "from datetime import timedelta\n", "import matplotlib.dates as mdates\n", "import operator\n", "\n", "db = 'stoqs_canon_april2017'\n", "\n", "plat_start_ends = defaultdict(list)\n", "plat_depl_dur = {}\n", "print('Platform Name # Deployments Hours')\n", "print('------------- ------------- -----')\n", "for plat in Platform.objects.using(db).all():\n", " time_diff_sum = timedelta(0)\n", " for act in Activity.objects.using(db).filter(platform=plat):\n", " time_diff = act.enddate - act.startdate\n", " time_diff_sum += time_diff\n", " plat_start_ends[plat].append((mdates.date2num(act.startdate), \n", " mdates.date2num(act.enddate)))\n", "\n", " plat_depl_dur[plat] = (len(plat_start_ends[plat]), \n", " time_diff_sum.total_seconds() / 3600)\n", " print(f'{plat.name:20s} {plat_depl_dur[plat][0]:10d} {plat_depl_dur[plat][1]:7.1f}')" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "Activity start and end date values may be incorrect in legacy databases. To correct them this script can be run by the database admininstrator to update them based on the actual InstantPoint timevalues:\n", "\n", "```python\n", "db = 'stoqs_canon_april2017'\n", "for act in Activity.objects.using(db):\n", " ip_qs = (InstantPoint.objects.using(db)\n", " .filter(activity=act)\n", " .aggregate(Max('timevalue'), Min('timevalue')))\n", " if ip_qs['timevalue__min'] and ip_qs['timevalue__max']:\n", " act.startdate = ip_qs['timevalue__min']\n", " act.enddate = ip_qs['timevalue__max']\n", " act.save(using=db)\n", " else:\n", " act.delete(using=db)\n", "```" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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UwN/PvkTL5L0se9ZV9YyI/I7To70EWI8zPL0KsAmoepHaldYbnZLWRlU9KSI/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u0nPdM0dDuGtmTUd5MJHd+Ub/asZXaniWmelU7xXuu3yOXlR6NpHWk8/Sny+uRmYuvUXzX3RKUm\nnIg6Rei9lSkRdM/NHBJCCpZi1lMT+PSPpdR+73FqTGjO4JWjuXD1YuYbW/rUe44vd33PA+Ob0nVh\n/2zVIyk5mTe+Hs8D45vy8ORW7D97iKXdPiZ/7us93EO/Hkf5MQ348Jd5bIzYZjuX065/tHznx2lc\nS4jjpS+GU2lsQ/tPymR6m4/tSLWc1ycPn3SayHd/rqPquMa88fU43m4xiNB7KmVrHwCGNX2ZikXu\np/Ws7tSd3JpzMZHMfOpd3K3GdbdaHSmVP5hHprTj8RnPurxp4+x8zAUGrhhF6Pim1H7vcU5Gn2ZM\ni9eyXUelskucZ4HM0ka2IfBTsQ33TgQOAb2MMeetZ84HGmO2OG2Tar2IDMD2zLYbtmefP3bI+wS2\nSdsetZZHYBsGn+FwbhFJBhwnupsETAbew/acfBIwxhizxMrf2EoTbEO3exlj4kVkNLah+aex9cQf\nc+hRdi5TgIFADyAOiAF+A0YbY6Kt0QLVrWMTY4zJbW0zFWiMbQh+AjDHGPOF2L7Sbgrgj22o/vvG\nmFnpHVerDn7Ybj5UNMYY60bKZ9iGrX+PbaRDMbF9Nd0qY0xFEQmz4rUQkSBgMbZJ/37HNrt9NavO\nHbDNpu9m1bOPMWZjyr441KEQ8LUxpkb6Z8g2DP7LXnMyyvKfoMNG1e2g15m6HfQ6U7fDjVxn9d5v\nQ/9HetGqcrMcK98YQ9iUtgx4pDdPVGqS+QbqH0vf09TtUGpkna3pzEWWSnafWd+KbVI4V2lhWVlv\njHkvg/hfAV85LI/IYr3SGynQ3/pxzv8jUNnF+mHAsCyWabB9DZ3zV9GlpAc7vM7tsE3fdPLvwPYM\nufP6sAzqcNWaVb4htonyTmL7KjkjIh2xPQuPMSYC2zPxGGPCgXDrdSS2Brqr2Etx8ay8Y0Pd0gnI\nfFyRUkoppdQ/zJe7fiAhKYFm5RtknlkppXKIfs3Wv8dYoKb1uhowzerBj+L6bPK3UhSw4DaUo5RS\nSil12zw44THc3dwZ98RQvNw973R1lFL/If+4xro1ZHuti6SGVg/xrSp3OravSHP0gTHm01tV5o0w\nxpzBGo1gjPkF21eo3c7y74rjoJRSSqn/tvWvLM/ReJsHfZuj8ZRSKqv+cY11q0FeNdOMOV9un9td\nplJKKaWUUkqp/6Zsf3WbUkoppZRSSimlbo1/XM+6+mfzLpqLkiNq3+lq3HHHw8Mp+ZQeB3Vr6XWm\nbge9ztTtoNeZul30WlO3xcisZdOedaWUUkoppZRS6i6jjXWllFJKKaWUUuouo411pZRSSimllFLq\nLqONdaWUUkoppZRS6i6jE8wppf5xVmz8mNa1nmfFxo/t65yXHWWUlp1tc3rdjcpqDLkSlGm+nKjP\nzbjT5TvKTl2yus3tPO85JTvXWU7WMbt/0zeSdqN/ozlxvm/kvSurbrbOOf0eeSNlu9omheN1FXXl\n3E3V0Tnm3SCnjl1On4Ob2e5GY91s/VLObU6e16z878zIrfrff7OxcvJz043kv1XvszdbL8c8KW72\nvN2K/9Pas66UUkoppZRSSt1ltLGulFJKKaWUUkrdZbSxrpRSSimllFJK3WW0sa6UUkoppe6on7//\ng96t38ixeOu+2cCLbYfnWDx1Z+zedoC2D/e509VQ6o7RCeaUUkoppf7DunXrxlffrORqzDW8fb0I\nrVWB5156ktx5cwHw3nvvMX3mB5w5eQ5PL08qPFCGZ/s9SYHCgQBs/X03Xy76kWOHTpKcnMy9JYvS\n+fmWtK51J/fqn+/NFydR+cFytOv62C0rI+rCJeZPW86W33aTlJhEoWL5Gfbe9cbx1t93s3jmV5w+\ncQ5vX29qhT3As33b4OXtac/z64+bWTbvB06fPIevnw+PtQuj7XOPuixv3TcbmD5mAd4+XgC4uw3k\ngTr3039U91u2j0r9k2ljXSmllFLqP6x///40froKPr7eXLl8lY/fXcSsiUt41WpAxcfH06N/B0qV\nu5ekxCRmT/4/xg78kMmfDQMg5vJVHmvbgErVyuLj682PX/3K6P7Teab5K3dyt1Qm4uMSGNHvA8pW\nLMG0pSPIndePExGn8fHzBmwN+Xdfn8FzL7Wlaeu6XDgfzehXp/H5p9/S+fmWAIR/9wfzpy/nlbe6\nUuGBMsTHJXD2VGSG5RYqmp8PvxgF3F3fCJIiMTER9ztdCaUsd2VjXUTeADoBSUAy0NsY84eIeACj\ngHbAFSv758aYMRnEKgRMBmoBF4F44F1jzAoRCQMGGmNaiMgTQHljzDgXMWKMMblzYL/CgSLANWtV\nE2PMWRF5Huhj7W8M0MsY86eIeAEzgOrYjsPLxpjwdGJ/AQw2xhzJoPwRQIwxZqKIjALWG2PWOOUJ\nwzomN7BfBYAFxphmWd1GKaWUUneHihUrcnDjr/ZlNxFOHj9jX3799devN6i8PWndpQkvPTWSy9G2\nj2L1m9ZIFa9Zm/r83yffsnnzZqSo6zIP7olg5sTFnDx2huAyxala4/5U6VevXmXulGVsDN9O99ih\nBJe4lx5D2lDknoKArdc5uExxTp84x57tBylZYiptejQgtHZFl+VdvXqV119/nYVLFhAfF8/9VUrT\n/dX2FCgcyLYNu5kyah6zvnoHT0/bR+NrV2Lp/vgQhk3qQ/mqZWhT+wV69O/AT99u4ETEaYJLF2fA\nmB5sWLuNr5asJS42nqat69obsQDHDp9k3tRlHNn/F17entRrUoOOvR7Hw8Ods6ciERFeGv4cy+d/\nz/mzFwmpWJJ+bz5LYH5/+vbty96dh9i/+ygrFqwmsIA/05aOZOemvcyftpzTJ8/j4elOiTLFab35\neZf7nJmfvt3IlZhr9Br0FB4etubpvSWvn7DIc1EkxCfS6PE6uLm5kb9gPqo/VImIgycASE5O5rMP\nV9ChW3MqP1gOAF8Pd+4rXSxb9cnIr2u2sPDjL7kcFUPVmuVptLKzPe3YsWO8M/gj9v3vMF7eXtQK\nq0qXF1rZe+/b1H6BMR8P4P4qpQHb0PoRL33AF79OB65fS+dOX2DXlv082a4ND7csz8fjF3JgTwQi\nULBIfvqP6kax+wrn+L4plZG77pl1EakNtABCjTGVgUbAX1byaKAoUMkYUxWoC3i6DGSLJcBKbI3S\nksaYakBHoLhzXmPMV64a6tmov4hIRse1szGmqvVz1lq3yBiTsk/vApOs9T2tulUCGgPvuYotIhUA\n94wa6s6MMcOdG+rZISIexphzwCkReehm4ymllFLq9ls+/wc6NXyFp5sM4I/1O9Mdxgywa8s+ggrm\nI49/Lpfpxw6d5FJ0DJUqVXKZfiXmGm/3n0btBqHM+2EiXV9uy/fL16fK07NnT04eO8242YM5ffo0\nZULKMHbghyQmJtnzrF31O807PMKC1e8xdOhQxg+ZkW6v7quvvsrGjRsZN2swM1aMIY9/LsYO+pCk\npGSq1iyPt48Xm9fvtOf/5cfNBBXMR/mqZezrfv7hD14b/zxzv5uAp7cHb/V9n5jLV/nwi1GMnPYK\nXy5aw96dhwFbr/SbL06mZv0HmPXVO7wzczA7N+9l+bzvU9XrtzVbGP3RAGZ/9Q6x1+JYMutrAKZN\nm8b9VUrTruujLFr3PtOWjgRgytvzeKx9Az5bM4nZX71D25sYIr97236K3FOAqW/P45mmA+nXYQRf\nL15rTy9RpjihtSuweuUvJCUmcfZUJJt//R816lcB4O/jZ7lwPpqLFy7Rr8MInntsEGMGTOfUX2fT\nKxKA82cv0q35a/RsOZSOHTty5u/zGeZPTkpm5x97mTT/Dab930iOHviLKVOmALZe8ObNmxMQmJcZ\nK8YwbtZg9u06wrypy27oWKxbtYHm7cL4bM0kWjz+KAs/Wkn+QoF8+s145n43kX5vPkOuPH43FFOp\nnHDXNdax9TyfN8bEARhjzhtj/hYRP2yN137GmFgr7bIxZkQGsR4B4o0x9vE1xphjxpipzhlF5DkR\nmWa9LiEiG0Rkl4iMdso3SEQ2i8j/RGSktS5YRPaLyHxgN3DPjeywMeaSw2IuwFivywPrrDxngShs\nvezOOgNfOtSxu4gcEJFNIjIrZb+c9mOuiLS1XjcTkX0isg1o45Anl4jMseJsF5GWDsfqKxFZB6S8\nq6+06qGUUkqpf5g2zzRl0dr3+WjZ2zzxVCMKFy/gMt++/x1mwUcr6T34KZfpURcu8e7QmbTs1Igy\nZcq4zLPlt134+HrR+ukmeHp6UKZ8MA0fr2NPP3/+PIsWLaLXoKcICMyLl5cXHZ5qy8XIaA7uOWrP\nV7NeFarWuB93D3c6d+5MqXL3sf6HTWnKS05OZt68eYwePZqgggH4+HrT7ZV2nIw4zaE/I3Bzc6PR\nEw+x5uvf7dus/fp3Gj2Rug+i5VONyF8wH94+XtRuEEpU5CU69GiOp6cHJcoUJ7h0MQ7vOwbYhocH\nlylG09Z18fT0IKhgAG2eaUr4d3+kitm+e3PyBuTGL5cv9Zo8yOG9x1wesxQeHu6cOXmOqAuX8PTy\npGJo2QzzZ+RyVAy7tx6gTPlgPlk1jpdHdOWLed/xs3UM3dzcaPBYbb6Y+z0dwl7i+TbDKFH2Hh5p\nbjtXl6NjANj403aGTe7LjOVjyF84kLGDPiLJ4aaKo/JVS/P+Z8OY/fU7vDvnNXx8fBj50hRir8Vl\nWNcuL7bC18+HgMC81KhXhS1btgCwadMmDh48SNeX2+Lj601QwQA69XqCdas2YIzJMKaj2g0eoFL1\ncogI3j7eeHh6EBV5iTN/n8fd3Y3g0sUJCMyb5XhK5ZS7cRj8amC4iBwA1gBLjTE/A6WB48aYyzcQ\nqwKwLRt1+AD4yBgzX0Tss2yISBOgDFADEOArEakHHLfWP2uM2ZhJ7E9FJAlYBow21juJVU5/wAvb\nTQaAncATIrIY2w2AatZv5/9EDwGLrThFgTeBUOAytsb+TtIhIj7ALKvMQ8BSh+Q3gHXGmG4iEgBs\nEpGU3vhQoLIx5oK1vAXbyAdXZfQCegEUKlSI8PDw9KrznxETE6PH4SbIlSDCw8ORK0H2dc7LjjJK\ny862Ob3uRmU5RqIHEplxvpyoz8240+U7yk5dsrrNbT3vOSQ711lO1jG7f9M3knajf6M5cb5v5L0r\nq262zo55CnsH8WAld8a8MpGZn36Im5ubPf3P3Xt5Z/RHvNinNw+WexgiU297IfICI96cStXKD/B0\n+27pln0hIo4CQYVwu5Dfvq5Q3vsgeSvh4eHs27cPgFe72J5yFAZijCExKZnIwwlI8SBI8KSgf/FU\n117BwCJc+CsWiQxCYnJDshsSGcTKlSuJi4vj7Nmz5Iq35fcD/P39bfGKBtHo4RZ8PqcP5/carl69\nytEDJxj2xjAk8noDLZ/nvfbyfBID8ff3x/3i9Zsa3u65iD1vK/Ps0Rj27TxCl0YDru+4MSQnJ9vq\nd9HWmA10D74eMymIazEJSKTtfxwJnshVv1Tv468PHcKyz1fwaqcx5PXPS5NmjcgXWy5b59/XIy9B\nQYE83qgdXIIyBQtRv359Nq/ZS3j9cHZvOMXUt+cx+PUBVA2tyuVLl/hw6gymvbmEVwb0wzfe9pG8\nRfPHKewdAlfg6fZd6bK8K6d2xXPPvcXT1KGIj1WXixBIAbp0qcbiJYs5+HsklaumHYkh0Xlxc3Mj\nIDkYrEETPiaAg8ePIJFBfP/H9+TNmxffq0Xhqi29SK4yxMcncOmIJwEB/raV0f724yjRecFw/bgm\neFIw4J7ry4kePNu5B58v+YKx/WcQFxtH7Ydq0eXZTvj6+rg8lpkd89v13ngj2+XEe112Y+Vk2dmt\nl2OeFDd73m7F/+m7rrFujIkRkWrYhrg3AJaKyBCcGt0i0hV4GQgC6hhj/koTzImITAcextbb/mAG\nWR8CnrReLwDGW6+bWD/breXc2Brpx4FjWWiodzbGnBSRPNga608D8wGMMdOB6SLSCRgGPAvMAe7H\n1hA+BvyO7bl2Z0WAc9brGsDPKY1oEfkcyOi2azngqDHmoJX/M6yGtbWvT4jIQJdsZLkAACAASURB\nVGvZB7jXev2jQ0Md4Cy2RxTSMMbMBGYCVK9e3YSFhWVQnf+G8PBw9Dhk34qNHxNWq12qSWmclx1l\nlJadbXN63Y3KagyJDMIEZTzRT07U52bc6fIdZacuWd3mdp73nJKd6ywn65jdv+kbSbvRv9GcON83\n8t6VVTdbZ+c8SbkvEBl5gVi/U/jm8iGsVjuGv/8S742eTd83nqZW2P0YUp/zs6cieWvo+9SsV5Xn\nXmoFXCCsVnuXZQfe58W5786QHHge2xOLcPbyMXBLIiwsjPLly/PCCy8w/fMR+OfLQ+taz7Pym8/t\n15khEjwTOBt9ItW1d/blU4SGVMAERWJyx4BbMiYoklY1euHt7U2hQoW4nPsQANeuxhIdHU1QKU9M\nUCT5gqDaQxVZ+/s3xFy6So36VchTMsG+nwD4R1+vg0N8O88EjN9VTFAkBYJzUblGuVQzq6cwRGLi\no2yv813EWJ/tHWOG1WqHeCfa46UIDsrDgAefwRjD3p2HGPXyVDp3fCbd9/qMzn9wxYIcOnIo1bbG\n5xp4JxAWFsany6ZyX+lihDa7D7iIf0Fo1LYGH4yaiwmKpGhuH9us8LmvXD8uXlaLOV8UJsg30zqE\nVW+NCCTniXa5D8b/Egip6+h3jXz58mGCImnWrBnjx48nNtcp+zPqpw8dxMvLk7wlEzASiY+fN7Fe\n5zBBthsrkfHHU8f0TEByXbMvS2QQeUsm0H1oS7rTktMnzzFu8Mes+NaNp3o97nI/Mjvmt+u98Ua2\ny4n3uuzGysmys1svxzwpbva83Yr/03fjMHiMMUnGmHBjzFtAX2wN50PAvVZDF2PMp9Yz3tGQ7qSN\ne7D1AKfE7QM0BFyP7XKqhot1Arzj8Mx5aWPMJ1baFRf5nffrpPX7MrAIW8Pa2RKglZUv0RjzqlVW\nSyAAOOBim2vYGtI5TYAnHfb3XmPMXivNeX99uD5xnlJKKaX+AaIuXGL+/PlcuWxrZP19/Azzp6/g\n/iql8M1l+2ixbNkyJr4xi1dGdKVW2ANpYpyIOM3Q3hOp27g6z730ZJp0Z9UfqkTs1ThWLvyRxMQk\nDu8/nmoIesGCBenUqRMzJywh8qytUXsl5gobw3dw7WqsPd8f63fyv837SEpKZvHixRzed4y6TdL2\nxbi5ufHMM8/w5ptvcuFcFHGx8cydsoxi9xWmdPlge77GLR9m7aoNrP9hE42fuLlpeMIercnhvcdY\n+/XvxMclkJyczOmT59i2YU+WY+QLzMvpE+fsywkJifz0zQYuRcUgIuTK44e4Ce7u2Zu7vMFjtbkc\nHcN3X4STlJTM0YMn+GX1ZmqFVQUgpGJJjh0+yY4//sQYw6WoGH786ldKhdj6bby8PXmkeW2++b+f\nOH/mAgnxCSya+TX3lCxCkXsKuSxzy2+7OH/2IsYYLkdfoU+fPuQJyE3ZiiWytQ81atSgdOnSzJ3y\nBXGx8Vw4F8XimV/ToEVt+42gUiH3Ev7tBhISEjl7KpKvl6zNJKptQrszf5/HGEOu3L54eLrj5i7Z\nqqNSN+Ou61kXkRAgOaWnF6iKrdf6qoh8AkwTkd7GmFgRccc2bDw964CxIvKCMeYja11WZof4DdtE\ndJ+R+jnsH4C3RWShNQKgGJCQxf3yAAKMMedFxBPbJHprrLQyDvvbHEjp5fYDxBhzRUQaA4nGmD9d\nhN+L7TGBCGAz8L6I5MM2DP5JYFcGVdsHBItIKWPMYcDxIbQfgH4i0s8YY0TkAWPMdtdhKIvteX2l\nlFJK/UOICHPnzmXzlj9ISEgkT0BuQmtVoGPP618KM3DgQOLi4pn05ieptv1g0XAAVny2mgvnoli1\n9CdWLf3Jnj57Vh78SqUtM1ceP954rw+z3lvC53O+JbhMcZq1rsfaVdcb7LNmzeLZPk8yvM8kXu08\nBm8fb8o/UIKqNa/PGt+wRR2+WrKWca99TPB9JRg0theFiuZPWyAwefJkhgwZwuBu40hISCSkUkle\nn/AC7u7X+62q1rwfNxH8cvvaZzfPrnxB/oya/ioLPlzBwo+/JD4ungJFgmjSqm6WY7To2JBpY+bT\npXF/ggoEMHHeUH5bu5W5U5eREJ+If77cdOjRgvr167Ni497MAzopWCSIYZP68un7nzN/+goC8/vT\noXtzHm5kmx7p/iql6D3oKeZOWca50xfw9PagQtWy9BrY0R6j68ttmfPBF/R/egziJoRUKsnQCS/a\nj+sXc79jWPepjP6kHwB7th3go3ELuRpzDd9cPjQMa8yID17C1y97fU4eHh6sWrWK9k+3pFeroXh6\neVIrrCpPv9janqfHgA5MH7OAZ5sOpHhwYRo8VpujH3yeYdyjB/5i/rTlXI6+gq+fD9UfrkSrzk2y\nVUelbsZd11jHNrR8qvWMdCK2HvWUYdlvAG8Du0XkMrae3HnA364CWQ3MVsBkERmMbaj4FeC1TOrw\nMrBIRF7DYeI2Y8xqEbkf2GDdrYsBuuB6aLozb+AHq6Hujq2hPstK6ysijbA1/C9iGwIPUNDaJhk4\niW3YvCvfAGHAGmuY/Vhsz7VfwNYYj06vUtZNj17ANyJyFfgFyGMlvw28D/zPmoX+KLabDK40sOqh\nlFJKqX8I/3x5WLduXYZDN48ePZpher9hz9Bv2DNp1reu1Tnd7UIqlWTi3KGp1rXv3tz+2s/Pj069\nW9Kpd8s0w+BT5A3ITfdX21tlpf6+7kea1+aR5rXty7ly5WLq1Kk80rlCuvvh5uZGgcKBVKlxv71X\nNsXyDR+lWnaOD/D2h/1TLd9ToghDJ7zosqyCRYIwxmRY5zLlg/lg4fBU2w2b1Dfd+mdHxdCyvDf/\njXTTGzSvTQOn/XTk6eVJ70FP0XuQ6wkH2z73KAs/vn5unu33JM/2uz76IrPvWa8YWtb+FWspOvZo\nkWq7EiVKMHSi6+MMcF+pYrw7Z0iqdY+1C7O/dj5vAE+/2DpVg1+pO+Wua6wbY7YCddJJSwCGWD9Z\njXcKWy+5q7RwINx6PReYa70+Cji+Mw1z2OYDbBPQOXP9xZ7Xt7uCbYI4V2kvp7M+AgjJKK7lC+An\nEXnLGJOE7avgZlq9+SuwzdSO48z5xpjnHF5/j+3ZdefyrwG9Xayfi3WsHDwBtHTOq5RSSin1T7Bn\n+0EO7T3GwDE973RVlFIKuAsb6+rGGWOuichbQDFsk92NsHrqfbDNrr/yVpYvIgWAScaYi7eyHKWU\nUkqpW2FQt3GcPnGWHv074J8vT+YbKKXUbfCvaKyLSBDXv+/bUUNjTMZTId+a+vyBbdi7o6eNMRk9\nO35TjDE/OLwemFHeW1D2OW7xDQGllFJKqRSuhi7fjAlzsjxoUymlbpt/RWPdapBXvdP1SGGMqXmn\n66CUUkoppZRS6p9LjHH1DWVK3RrVq1c3W7ZsudPVuOP0e9bV7aDXmbod9DpTt4NeZ+p20WtN3Q4i\nstUYUz2zfHfl96wrpZRSSimllFL/ZdpYV0oppZRSSiml7jLaWFdKKaWUUkoppe4y2lhXSimllFJK\nKaXuMv+K2eCVUv8wsVPBp1/a5diptuWU146/U/I5pjtyzuO83lVZruK7qtfNyCxmRvV1TnNOd46Z\n5lhVSntsXZWR2T66iuEYJ6P1zufVOb/zuciofunFSe8cZ3UbV3nS27eM9ts5PTvb38q0m02/U3Vy\nzJPR36qr9MzOf0Z/n5ldR5m9fyillFI3SXvWlVJKKaWUUkqpu4w21pVSSimllFJKqbuMNtaVUkop\npZRSSqm7jDbWlVJKKaXUHXXixAlEhIiIiByJFxERgYhw4sSJHImn7pywsDBGjx59p6uh1B2hjXWl\nlFJKqf+wKVOmULNmTfz8/ChdunSa9Pnz51OnTh3y5ctH/vz5efTRR9m1a5c9feHCheTOnTvVj7u7\nO0888cTt3I1/nREjRtCoUaNbWkaPHj2oUKECHh4e9OjRI016hQoVUp1XX19fRIRt27YB8MsvvxAa\nGkpgYCD+/v6EhoayfPnyDMsMDg7Gx8cnVVzH60kpdZ021pVSSiml/sOKFi3K4MGDeeONN1ymX758\nmZEjR3LixAlOnjxJaGgoTZo04erVqwB07tyZmJgY+8/Jkyfx8fGhS5cut3M3VDZUrlyZSZMmpXtj\nZc+ePanObf/+/SlfvjyhoaEAhISEsGLFCiIjI4mKiuL999+nS5cu7N27N8NyZ8+enSpupUqVcnzf\nsisxMfFOV0Epu9vaWBeRN0Rkj4j8T0R2iEhNa324iFS/nXW524nItyIScAP53xeRepnkeU5Eplmv\nnxeRZ1zkCRaR3TdYVy8RWS8i+lWASiml1D9M27ZtefLJJylWrJjL9D59+tC4cWNy5cqFt7c3b775\nJqdPn2bfvn0u8y9YsIA8efLQunXrdMs8ffo0TzzxBP7+/pQtW5bvv/8+TZ5Zs2ZRsWJF/P396dmz\nJ6tXr7anjRgxgoYNG/Lqq68SFBRE8eLFGTduXIb7+dFHHxESEoK/vz+1atXil19+AeDixYv4+vqy\nffv2VPnr1avH22+/DdiGYvfv35/WrVuTJ08eSpUqxdq1a1mzZg0VK1Ykb968tG7dmsuXL9u3j4yM\npHv37txzzz0UKFCA9u3bc+bMGXt6cHAwY8eOpWHDhuTOnZuKFSvy+++/A7B06VLGjh1LeHi4vff5\nyJEjRERE0LRpUwICAsiXLx+hoaHs378/w/3OyEsvvUTTpk3JmzdvpnkTExOZM2cOvXv3tq8rWLAg\n9913HyKCMQY3NzeSk5M5dOhQtuvkysWLF3nyySftx/7LL79MlZ7euQXXIxQch9aHh4fj4eHBggUL\nKFmypP3GxZQpUyhRogR58uShWLFiDB06NEf3SamsuG2NdRGpDbQAQo0xlYFGwF+3q/x/GmPMY8aY\nqKzkFZEgoJYxZv0NxP/YGDM/2xW8XraHMSYeWAt0uNl4SimllLq7rV27Fj8/P8qUKeMyfcaMGXTr\n1g1PT890Y3Tu3Bl3d3eOHz/O+vXrmTt3bqr0WbNmMX78eBYuXMjFixfp3r07bdq0SdUIXL9+PYUK\nFeLUqVN8+eWXTJo0iUWLFrksb/Hixbz55pvMnz+fyMhIevbsSbNmzTh27Bj58uWjXbt2zJ49257/\nwIEDbNiwgW7dutnXLViwgCFDhhAVFUWHDh14+umnmTlzJuvXryciIoL9+/czZcoUAIwxtGrVChFh\n9+7dHDt2jDx58tCpU6dU9ZozZw5TpkwhOjqaxo0b8+yzzwLQoUMHhg4dSlhYmL33uWTJkgwdOpR7\n772XM2fOcP78eebOnUu+fPnSPc45aeXKlURHR/PMM2n6eggICMDb25u6detSs2ZNmjRpkmGs/v37\nExgYSNWqVZkxY0amZc+bN48BAwYQHR1N3759efbZZ+0jOzI6t1mVlJTEt99+y/bt21m+fDkHDhxg\nyJAhrFq1isuXL7Nnzx59rEPdEbezZ70IcN4YEwdgjDlvjPnbOZOIPCUiu0Rkt4iMd1jfTES2ichO\nEVlrrRshIgMd8uy2eoaDRWSfiMwVkQMislBEGonIbyJyUERqpFdJK+Ycq7f/iIi85JDWRUQ2WaMC\nZoiIu7U+RkQmWKMG1ohIDYftn7DyuFt5NlsjC3pb64tYvdI7rPrXtdZHiEh+EcklIt9Y+71bRFw1\niJ8Evneo52PW/m8VkSkisiqd/Rxova5mxd8J9HHIk16dw0TkFxH5CvjTyr4S6JzecVVKKaXUP9+B\nAwfo2rUr7733Hnny5EmT/ttvv/Hnn3/Ss2fPdGOcPHmSdevWMXHiRPz9/SlcuDBvvfVWqjwffPAB\nw4cPp0qVKri5uVGrVi0aNGjAkiVL7HmKFCnCa6+9hpeXF9WqVaNXr15pGv0pPv30U3r37k3NmjXx\n8PCge/fuVK5c2d6479WrF4sWLSI2NhaATz75hGbNmqUabdC+fXtq1qyJu7s7Xbp04dSpUwwaNIjA\nwEACAwNp0aIFW7ZsAWDr1q1s3bqV6dOn4+/vj5+fH++++y7r1q1LNeld7969qVChAu7u7vTo0YND\nhw4RHR2d7rHz8vLi9OnTHDlyBHd3dypXrkzBggXTzZ+TZsyYQYcOHQgISDvwMyoqipiYGFasWMFj\njz2Gh0f6gy3nzZvHkSNHOHPmDBMmTGDo0KGZNtg7dOhAnTp1cHNzo1evXkRHR3Pw4EEg83ObVePH\nj8ff3x8fHx88PDwwxtgfAwgICKBWrVo3FE+pnHA7hy2vBoaLyAFgDbDUGPOzYwYRKQqMB6oBF4HV\nItIK+A2YBdQzxhwVkcAslFcaaAd0AzYDnYCHgSeAoUCrDLYtBzQA8gD7ReQjK14H4CFjTIKIfIit\ncTofyAWsM8YMEpEVwGigMVAemAd8BXQHoo0xD4qIN/CbiKwG2gA/GGPGWI1/P6e6NAP+NsY0t46R\nv4v6PgR8YaX7ADMcjtXiLByrT4G+xpj1IjLBYX16dQYIBSoaY45ay7uBB10FF5FeQC+AQoUKER4e\nnoUq/bvFxMT8t4+DKQQSnnbZFLItp7x2/J2SzzHdkXMe5/WuynIV31W9bkZmMTOqr3Oac7pzTKd9\nibkSQ/iGQmmP143uo/P5cY6T0Xrn8+qc3/lcZFS/9OKkd46zuo2rPOntW3r74So9O9vfyrSbTU8n\nLSbGus5uVZ0c82T0t+oqPbPzn9HfZ2bXUWbvH/9A+/bt49q1a+n+f4qIiGDQoEG0adOGcuXKucw3\nduxYqlevzrFjx9Lt2fzzzz/t8f76yzbI8uzZswBs3LiRiIgIDh8+zPPPP8+LL75o3y4pKQk3NzfC\nw8OJiIggICCAn3++/lEyLi6OAwcOEB4ezunTpwHYsGEDBQoUYP/+/VSpUiVVnXPnzs3GjRvt6/z9\n/Xn77bd55JFHmDVrFgMGDLCnRUVFERsba19OiR8REcGVK1fs+3D8+HHCw8MJDw8nLi6OoKCgVPvu\n5eXFypUrqVixIrGxsURFRaWJuXr1agoUKEBERAQXL15MVedWrVoxf/58GjVqRGxsLPXr16dnz574\n+vq6PNZZdfr0adzd3dM99ydPnmTt2rVMmzYtw88vAQEBrFixgjNnzmTYE51yU8PT05PWrVszffp0\nQkJCXOZ1PvYp1q9fz8WLFzM9t66OY1RUFEePHiU8PJwdO3bg5ubG4cOHOXLkCDExMRw/fpzXX3+d\nd999l65du1KyZEmeeeYZHnzQ5UddpW6Z29ZYN8bEiEg1oC62hvBSERlijJnrkO1BINwYcw5ARBYC\n9YAkYH1Kw9AYcyELRR41xuyy4uwB1hpjjIjsAoIz2fYbawRAnIicBQoBDbHdRNgsIgC+wFkrfzzX\ne7Z3AXFWg96xrCZAZRFpay37A2Ww3UiYIyKewEpjzA6nuuwC3rNGGawyxvxCWkWAc9brcsARh0b0\nYqyGsivWc/EBDkPoFwCPZlLneGCTQxkYY5JEJF5E8hhjrj+wZUubCcwEqF69ugkLC0uvOv8Z4eHh\n/KePQ+xU8Gmfdjl2qm055bXj75R8jumOnPM4r3dVlqv4rup1MzKLmVF9ndOc051jOu1L+MZKhNU6\nmvZ43eg+Op8f5zgZrXc+r875nc9FRvVLL0565zir27jKk96+ZbTfzunZ2f5Wpt1sejpp4eHhtuvs\nVtXJMU9Gf6uu0jM7/xn9fWZ2HWX2/vEPFBERga+vr8v/T9u2bWPw4MEMHz6cfv36udz+woUL/PLL\nLyxZsiTD/3GlS5emT58+BAcHU6pUKQDWrFkDQK1atQgODqZEiRKMHDmSdu3aAWn/b4aHh7Nu3Trq\n16+P9bmMNWvWULZsWcLCwuxfAVe7dm2KFy9OSEgI3t7eqWIMHTqURx55xL6uf//+rFixggcffBBf\nX1+GDBmCu7s7YGuElihRwp7XOX5KnU6cOEFYWBh+fn5MmjSJqKgo3NxcD2T18fHh/vvvTzfm+vXr\n7fEctWpl6286cuQILVu2ZMOGDYwaNSrd450Vc+fOxcPDI93zNnjwYKpUqZLq5kl68ubNi5ubW5Y/\n52zYsIF9+/alm9/52Kd44IEHePjhhzM9t1u3bmX//v2p0q9evZoqpojQoEED4Pq1FhYWxvDhw4mP\nj+fjjz/mtddeIzIyEj8/5341pW6d2zrBnDEmyRgTbox5C+iLbfj2zUgk9T74OLyOc3id7LCcTOY3\nKRy3TbLyCzDPGFPV+gkxxoyw8iQYY4xzWcYYx7IE6OewfQljzGqrkVwPOAnMdZ70zRhzAFsv9i5g\ntIgMd1Hfa077nlNc1tlKu+IivzcQewvqoZRSSqlbJDExkdjYWBISEjDGEBsbax8ODrah7Q0bNmTM\nmDHpNtTBNrw5f/78tGjRIsPyihcvTlhYGIMHD+bSpUucOXMmTWPz1VdfZcSIEezYsQNjDHFxcfz6\n66+pJrU7deoUEyZMICEhge3btzNr1iz7M9/OnnvuOWbMmMGmTZtITEzk008/ZceOHameIX/66afZ\ntGkTI0eOpGvXrvaGenZUr16dKlWq8NJLLxEZGQnAuXPnUg3jz0zhwoU5fvw48fHx9nVLly7l6NGj\nGGPw9/fHy8vrpuoZHx9PbGwsSUlJJCUlERsbm6q8lDxz587l+eefT7P9smXL2LVrl/0amjVrFuvW\nraNp06Yuyzt27Bg//fSTvcyff/6ZyZMn06FD9qc9yuzcVqtWjW3btrF161YSExOZNm0aR4+6uMHo\nYP/+/Xz//fdcvXoVT09P/P39EZF0b7wodavczgnmQkTEcSaSqoDz+KhNQH3rWW134CngZ2AjUE9E\nSlixUobBR2BryCIioUCJW7cHrAXaikjBlDqIyH03sP0PwAtWDzoiUtZ6Hv0+4IwxZhYwG2t/UliP\nBlw1xnwGTHBOt+zFNkwfYD9QUkSCreUM3/2sSeyiRORha5Xjc+cu6+wqjtgmuTtvjEnIqDyllFJK\n3V1Gjx6Nr68vvXr14siRI/j6+qYaVj1s2DCio6N59dVXU303tuOM2wAzZ86kR48eWWo8Llq0iLi4\nOO655x7q1q2bZtKynj17MnjwYLp27Uq+fPno0KEDb7/9NgkJ1z9m1K1bl1OnTlG4cGFatGjByy+/\nnGYCtxSdOnXirbfeokuXLgQFBfHRRx/x7bffct991z/K5cuXj7Zt27Jz5066d++epWOXHjc3N778\n8kuMMVSrVo08efJQq1atG3oErl27dtxzzz0ULlyYgIAAjh49yvbt26lfvz65c+emQoUKhIaGMmjQ\noGzXs0mTJvj6+vLZZ58xd+5cfH1900wOt3z5cmJjY+ncOe3URKdOnaJNmzYEBARQtGhR5syZw+LF\ni2ncuLE9T+7cuVm4cCEAV65coX///hQoUIB8+fLRp0+fDEdrZEVm5zZlJv9mzZpRpEgRzpw5w0MP\nPZRhzPj4eEaNGkWRIkUICAhgypQpLFu2DB+fW9E3plT6bucz67mBqdaw60TgEE7Ds40xp0RkCPAT\ntl7db4wxX4L9ueflIuKGbfh5Y2AZ8Iw1zP0P4MCtqrwx5k8RGYbtOXo3IAHbZGxZnWpyNrYh8dvE\nNl7rHLbn5sOAQSKSAMQAzlNsVgImiEiyVeYLLmJ/A/QGZhtjronIi8D3InIF2zD7zHTFNhTfYJtb\nILM6u9LAqodSSiml/kFGjBjBiBEj0k3/6aefshQns+/WdlSkSBFWrUo9/22PHj1SLT/77LP2nnJX\nj4+5ubkxefJkJk+enCZ+cHAw1wc92vTt25e+fftmWK8SJUrQqFEjSpRI3f/j3Mh2Fd/5GAYGBjJ9\n+nSmT5/usqyUYe/pxcyXLx9r165NlWfcuHGZfkXdjcjKzYOOHTvSsWNHl2lZOaYxMTH21+XLl0/z\nFXnZqeONntt33nmHd955x2VaWFhYmu9Wr1Spkv1r9JS6k27nM+tbgTrppIU5vF6M7Tlr5zzfAd85\nrbuG7blqVyo65HvO4XWEY5qLckY4LTvGWQosdbFN7gy2z239TsY2sZ3zlzTOs36cYwZbL3+wftJl\njPlFRN4RkQCrp/wnY0w5q4E9Hdhi5ZsL/D979x0dVdEGcPg36ZUkhDQIgRBQihQhFCkaQfBTmgKi\nIk2qFKVIVwEREEXpCAIiXZQmRSlSIr333kLoARJKQnoy3x+7rJuQBoQk4vuck8PunbnvzNwdAnNn\n7uys1PU0fjblzUL2y6TOwcYfcy2AARnVUwghhBAirwoLC2P69OlMmzYtt6sihBBADj+zLp6qTwE/\n4+uOSqmDwDEMm8Jl/gWWT0ApZYNhc7yntrJBCCGEEOJp6d27N8WKFaNhw4bUr18/t6sjhBBAzi6D\nz1OUUh8CPVId3qa17pZW/rxOa73L7PVY4OE1YU+v7HgMX2EnhBBCCPHUZbRs/3GMGTOGMWPGZGtM\nIYR4Uv/ZwbrW+mcM3y8uhBBCCCGEEELkKbIMXgghhBBCCCGEyGNU6t0UhXiaAgMD9d69e3O7Grku\nrV1thchu0s9ETpB+JnKC9DORU6SviZyglNqntQ7MLJ/MrAshhBBCCCGEEHmMDNaFEEIIIYQQQog8\nRgbrQgghhBBCCCFEHiODdSGEEEIIIYQQIo/5z351mxDi2bBwzdTHPve9/32U4vzU79M6nl6evMg2\n3v1fU9esSuv6P+lnkt2fb071l+yKnV59sxo/J/tZVuv0ONcmO/tRTp77OLHz4u+xB3VKr27p9bPs\n/nuQlX8Hnqac/PcmN34/5cbfzUeN+yS/07Lz35C8/Pc0r8bOC9csozo8Tv1kZl0IIYQQQgghhMhj\nZLAuhBBCCCGEEELkMTJYF0IIIYQQuWrevHl83OazbIv391876NlucLbFE7njZlg4SinCb97O7aoI\nkSvkmXUhhBBCiP+wqWPmcOTASWLux2BrZ0P5wDK07NgUJ2dHANYs38TalcHcuxOJhYUFxUr40aJD\nE4r4+wJw/PBpvuo/Fls7W1NMP/9CDBvTN1fa86wICgrCs0g+mrz/5lOJCMznZQAAIABJREFUP3Lk\nSIZ9NSzFsbjYOF5vFETbLu8CcPfOPX6a+AtHDpzA2tqaoHrVee/DxlhYGOb7fp21nG3Be4i6dx9r\nGytKvlCCVp2aZVju3Tv3mD9jKQd2HyUpMQlPnwL0G9aN/O6uT6WdQvybyWBdCCGEEOI/rH6TOrTt\n+i52drbcj4rmp4kL+PmHhXzcvz0AL1Z+gepBlcnn4kRiQiJrVgTz7ReTmTR3JEopACwsLJi1bFxu\nNkM8okGDBlGsYn7T+2uXw/i005fUrF3VdGzStz9jb2/H5LlfE3kvilFfTMLJ2YFGzV8HoGadqjR8\npx4OjvbExcbz25wVTBj1E91bD0qzzNjYWEYMHE/xkv58P30oTs4OXLl0HTuzGz25LTExEWxyuxZC\nGMhgXQghhBDiP6xw0UIp3isLxbXLYab3XgU9UqRbWCgiwu8QEx2Lg6P9Y5V59tQFZk7+hauXwiha\nzJcW77ZOkR4XG8+iuSvZve0A0fdjKFGiBG26N8G7oCcAw/qNoUgxX+ZNWsX6Desp4Jmflh2aUKHy\nC2mWFxcbz8JZv7N720Hi4+MpWaY4bT5qTgHP/Bzcc5SPW3kwduYQU/6Y6Fi6fDCAAV91o+QLJVBK\n0bbLu/y9fgdXL17Hr5gvPQZ2YNfW/fyxdAPxcfG89mYt3m3b2BTj0oUrzJu+hJCzl7CxtabGq1V4\np1VDrKwsuRkWzidtP6drn7Ys/3UN4bduU6JkMV4pbzj/5x8WsmXLFiy2WbDit3Xkd3dhzIwvOXLg\nBPNnLOXGtVtYWltStJgvn33d87E+g9Q2rN5K0QBfij9fFIAb129x9MBJxv00DAdHexwc7Wn0Tj2W\n/bLaNFgvVNjbdL5Go1TKvpPa7NmzuR8VQ7tu72NlZQlA4SIFM63b8cOnU1ynLn3a4JbfBYDIe1HM\nnbaYw/tPAFCuYilad37HtDLk4zaf0bxNI2oZb0I8uPY1LzUAYMr3s0lKTMLSypJ9Ow9Ts2YNmrV7\nnRkTFnDs0CmSkpLIX8CNDh+/T8kXSjzKJRXiieXJwbpS6jOgBZAEJAOdtda7lFJWwDDgHeC+Mfsi\nrfWIDGJ5AWOBasBtIB74Vmu9TCkVBPTRWjdQSjUCSmutR6URI0pr7ZQN7bIBJgFBxnZ9prVeopTq\nDXQAEoGbQDutdajxnDXGum/VWjfIIPY4YKnWenMGedoCgVrr7kqpj4BorfWcVHmKAqu01mn/a5d+\nu9YDtbXWiVk9TwghhBB5w/Lf1vL7wtXExsRhY2tNt74fpkg/efQso4f+QEx0LAANmtVNMVBPTk6m\nW6tBJCUl4V/cj/faNqZIMd80y4q+H8M3X0yiQbO61H+7DqHnLzPx6x9S5Jk+fh7R0TEMG9sPJycH\nVs7/m9FDfuCbKV+YBnnB67azYvlK3u/yBjv+3seYr37k++lD8fByf6jMudMWceH8Zb4a2w8HJ3vm\nTP2N0UN/4OuJgyhXqTSOjo7s3XmIlg0N+bcH78Hdwy3F4Gzrxl18+sVHODk78u3QyQwfOI7qLwcy\nfuYwrly6zuc9vqFC5Rd4vkwAd+/cY1i/sbzbtjF9h3bl3t0ovhs2BRsba5p+UN8Uc8fmvQwe/SlW\nVpZ8M3gSgwcPpk7TSnzY9T3i7vHQMvgfvpvNu20a8Urdl0hMSOTMyZCsfLyZSohP4O/1O3ivzT83\nG0LPX8bB0T7FzZqiAX7cDAsn+n6M6fPftmk3P036hZjoWCwtLWjZMf1l8Js2bcK7kAdTv5/NoX3H\nyefiRJ03a/Hm23UyrF/q67Ro7ko69WgJGGb/rSwt+e5Hwx4Fk0fPYvLoWfQf1i3L7d+5dT/d+rSl\nc89WWETnY+GSecTFxTNx9nBs7Wy5fuUGlsZ+J0ROynMbzCmlXgIaABW11uWA14BLxuThQEGgrNa6\nAlALsM4glgJ+BzZrrYtprSsB7wEP/euhtV6R1kD9MeqvlFLpXdfPgBta6+eA0sDfxuMHMAyiywGL\ngW/NzhkNtMqkTHegWkYD9dS01lNTD9Qfh1LKSmsdD2wA3n3SeEIIIYTIeY2bv87PS8cx/uevqN/k\ntYdm00u+UJyfFo9h+m/f0apTM9PsK0BBXy9GTf6MCbO+4vtpQ/DzL8TwAeOICL+TZln7dx3B1s6G\nRu/Uw8raioDni9K+fXtT+r27UWwL3kO7bu/j6pYPK2srmr/XjNsRdzlrNjgNfKk8devWxdLSkpq1\nq1CsRBG2bdr9UHnJyclsXr+T5q0bkb+AK3Z2trTu/A5XLl3n7OkLWFhY0KFDBzat3W46Z9O67bz6\neo0Uceo3fQ13Dzds7WyoWrMidyPu0bRlfaysrShSzJcixQpx/kwoAFvW78KvWCFee7MWVtZW5C/g\nSuPmr7Nlw64UMZu2qE8+FyccHO2pEVSZvXv3Zvg5WVlZEnbtJndv38PaxprS5Z7LMH9W7dp6gKSE\nJGq8Wtl0LDYm7qGVE45OhvcPbtoA1Hi1CjOXjGXK/FE0/aABfv4pV2qYu3XrFscPnSbg+aJMmT+K\nrn0/ZNnC1Wzd+PDnZi71dTp/2nCdI8LvcHjfcVp2aoaTsyNOzo606tSUg3uOcjvibpbb/3yZAF56\nJRALSwtsbW2xsrIi6l4UVy+HobXGx9cLT+8CWY4nRHbJizPrPsAtrXUcgNb6FoBSygHoCBTVWsca\n0yKBoRnEqg3Ea61N3z5vnLGemDpjqllnf2AB4AQsT5WvL9AcsAWWaa2HGGej1wK7gErAm0BoGvVp\nB5Q01iMZuGV8vcksz06gpVl9NxhXAGSkKbDGrI5vAmMwrD7YBhRLPSuvlBoKRGmtv1NKVQJmGpPW\nmeWxBEZhWAlgC0zWWv9orM9XGFYqlASew3BT5GtgfiZ1FUIIIUQe5eldgIpVy/HtF5OZOGeEaSOx\nBxydHHi9URAdm/fB18+HQn4+uOZ3wdW4JNnRyYH3P3yL3Vv3c2jvsYcGvAARt25TwDO/6Xl3AH9/\nf9Prm9dvAdC/63CzsxRJSUmE3/pnV/DUM+gFvNwJv/XwDYJ7d6NISEjE0/uf/Hb2dri4OBt2GS8F\n7du358svv+TixYtcDLlC6LnL9Psy5cysq5uL6bWtrQ35XJ1TXB8bWxtiYgyD2Bthtzh97Dztm/U2\npWutSU7WKWPmN4tpZ0tkZORD9TfXZ0gXfv91Df26DCefixO136iZ6ax0VmxYvYUar1bGzt7OdMzO\n3pbo+zEp8t2PMry3d7AjNdf8LtR+owY9PhxMzw6fp1mOs7Mz+d1deeOt2gAEPFeEmq9WYe/OQ9Ss\nXSXd+qW+TrExcQBEGHeJN/9svXwMN5rCb942LZXPjIdnyr7UoFldkhKTmPL9bO5E3OPFKi/Qon0T\nXN3yZSmeENklLw7W1wGDlVKnMSyt/lVr/TdQHLhoHKBnVRlg/2PUYTwwRWs9Ryll+k2tlKoHlACq\nAApYoZR6GbhoPN5Ga70zrYBKqQdbXH5lHOyeA7prrVM/2NMeWP2I9a2BYUYepZQd8CPwstY6RCn1\nSxbO/9lYl81KqdGp6nJXa11ZKWULbFNKPRjMVwRe0Fo/uMV9FKhMGpRSnYBOAF5eXgQHBz9a655B\nUVFRch2yiW38w8sdsyo4ODjF+anfp3U8vTx5kdJW/5q6ZlVa1/9JP5Ps/nxzqr9kV+z06pvV+DnZ\nz7Jap8e5NtnZj3Ly3MeJnVl5lrG3DLPi95ywdXj4mfSkpCQSE5KIuBRHMe+041hghWWCY5rleLr6\nEh62BZu4fwbsf/y9AoUlwcHBFHQrDsDkKRNxcTEMjpS2Qivjk3bxYKGtibgWlaIt4dfvUrFSMWzj\n3bFKdEJpC2zj3fGwd8Pa2po7lxMoUsCQNyYmlnt3I/FxLYptvDunTp2iUmBFhgwZws3wG1SpWhkP\n+yKGhyeNbBJdTGWZxze1WVtjleSAbbw73u6FKVe+LJ8PHvjwxYkHm/gkQ8wEtxQxY2JiTO/v3btH\nwSTvFGU85+tOv0/Lo7XmxPGTDBs6nOKFS1O2XJafXjR5cO0uXbzMyaNn6dihU4qyShQuS/T9GG5f\nTMTb2wuAK6cP4enpgZu1b4pr84BVjCIuNo7ly5fj6v7wZ+/q6orCMkU5lsn2WCbHptlX0rtOD669\nj4uh/9y9nIyPj2E/g6tXrgLg41IM23g3HOwdSYqyNp0fZbwZtGPHDmxt3bFMtsXC4p86KW2Fi0VB\nWrdoR+sWcPv2HcaPmcjCaX/Qo1f3LF3TJ/EgRl78/0Ze/zctL1yzjOrwOPXLc4N1rXWUcaa3FvAq\n8KtSagCpBt1KqQ+BHoA7UF1rfemhYKkopSYDNTHMtqc5sDSqgWG2GmAu8I3xdT3jzwHjeycMg/SL\nQGh6A3UjKwzL77drrXsbn1P/DrMl7kqplkAg8EpmbUnFB8Oz7mCY6T5vNoj+BeNAOS3GmwiuZkvo\n5wJvGF/XA8oppR48fOSCob3xwG6zMtBaJyml4pVSzqlvqGitpwHTAAIDA3VQUNAjNu/ZExwcjFyH\n7LFwzdTMM6UjKOidFOenfp/W8fTy5EW28e7E2YTndjWyVVrX/0k/k+z+fHOqv2RX7PTqm9X4OdnP\nslqnx7k22dmPcvLcx4ltfuzunXsc2nucStXK4ejkwLXLYcyeM5fnywRg4RpNHNH89cdmKlYpS/4C\nrkTeu89vc1ZgbWNFkTKGz/7owZMU8MyPp3cB4uPiWbVkPXfu3qFMVb80+0bZ6v7ETI9h8YqFvPl2\nHS5duML69evRJBEUFMT1NSepEVSZqdN+oHXnd8hfwJXECDsOnNhJ2YolsbO3I1klsGvXbpKSkoix\nvMmOLfs4d/YcXfq1JM4mnESrKLRKNpVfq05VFvwyH88ARxwdHZg7exE+vt74lXEjzjKcoKB3CKpf\nhV+mryDiTjifDGj/UN3jre6ajqWOD5CsEki0jCbOJpzq9cqyfPkK1mxaSY1XK5s2lbt25QYVAssQ\nb2NYARBvfZs4487jiVZR2Nvbm2KWLFmSK2Eh/5SZkMi24D28WKUs+VycsHFLQClFok3kY/0dfNAP\nVq9fSYmS/hR83pk4/onjWtiSF14syaw5M+ncqxVRkfdZunQptevXIM4mnOTkZP5atZlqL1fExTUf\n4TdvM2v6r3h4udOqVSsWr5/xUJlDhw5lwS/zWbl2Ca+9+TKXQq+y+e/NfNj13TTbkN51enDtHX0M\nG8rNnDWDLp+2QWvNzFmzqRBYBkfvZOIIp2iJQmzeGky1uqWJj0vg18WGeayXXnqJrUdXkWQRB5YW\npvJt493Zvn8T3gU98CnkhUW+eCztNFgnZHqds/PfkLz4/428/m9aXrhmGdXhceqX5wbrYBj4AcFA\nsFLqCNAG+A3wezAY1Fr/DPyslDoKpLfjwzH+GXSjte6mlCoAZPxAkDF7GscU8LXW+scUBw3L4O+n\nkd9cOBANLDW+X4Rh5vpBjNcwPNP+yoNHAB5BDPDweqQnp4CPtdZrUxw0rAxIq722QGwax4UQQgiR\nBykUf6/fwZwfF5GYkIizixPlA8vQrOU/T8+dPx3K0gV/EnM/BjsHOwKeK8JnX/cgn6szABdDrvDj\n2LlE3o3C1s6GosX9GDTiE9w98qdZpqOTA/2GdWPWDwtZuuBPihbzpUuXLkycPN6Up2OPlvz+62q+\n6j+GO7fv4ejgxPNl/SlbqZQpT1C96owZM4YNGzfg7uFGz887pftccavOzfhl5u983mMUCQmJPFeq\nGH2HdsHC8p9l7OUqluJXi1U4ONjzQoWST3RdXfO78MWoXvzy8zJ+nb2c+Lh4PLzcqfNmrSzH6NWr\nF03eaUz7Zr1xc3dl1KRB7Ny8j3kzlpAQn4iLqxPNWjZ4oufW4+Pi2bJhJ606vZNmevd+H/LTxF/o\n1mogVtZWBNWrTsNmdU3pB/ccZemCP4iLjcfByZ7SZZ/js5E9sLIyDDG2btzNjIkLTF/rV6RIEfoP\n686cHxex4KdluLm70KxlfV56JfCx29Ct74fMmbaY3h2HAobP0bw9zVs3Ysr3s+nywQDcPfLTsFld\nDu09nmHMsGs3mTttMXci7mJta02Zcs/zfru3HruOQjyuPDdYV0o9DyRrrc8YD1XAMGsdrZT6CZik\nlOqstY41PlOd0TchbgRGKqW6aK2nGI85ZKEa2zBsRDcP+MDs+FoMy9jnG1cAFAISstIurbVWSq3E\n8Pz3RqAOcNzY5hcxLF3/n9b6RlbipXICw2MCwcApoJhSqqjW+gKZbPqmtb6jlLqjlKqptd7Kw+3t\nopTaqLVOUEo9B1xJK45xk7tbWussXQ8hhBBC5L58rs58MapXhnk698pwn1vefLvOIz83/VypYoyc\n+M93cb/3v494roqn6b2tnQ3vtmnMu8bdydNaweHs4sRvs1ekOVP1St2XeKXuS6b3dna2fNj1XT7s\nmv5/iywsLChSpAjeRV1SPE8PhufNzctJHR9g8Le9U7z3LeJD36Fd0yzLw8udX1ZPSXHslbovMeX7\n2aZyKleuzOipg1Pk6f9VxsuwH5WNrQ0zFo1JN93FNR+9v+icZpqFhUWm9alZu8pDz6KXLvccoyZ/\nlqX6eXi5Z3rt87k6073fh2mdDoC7hxufj0r59Xav1H0JX19fOApdPm3z0DmP06eFeBry3G7wGJaW\nz1ZKHVdKHcawa/pQY9pnwDXgqFLqALAFmA1cTSuQ1loDbwGvKKVClFK7jfn7Z1KHHkA346y+aUtL\nrfU6DBvP7TCmLQacH6Ft/YGhxna1Aj41Hh9tbPcipdRBpdSKBycopbZgmIWvo5S6rJR6PY24f2C4\nCYDWOgboCqxRSu0DIoHMtsP8EJislDqIYTb9gRkYbijsN65g+JH0b/C8aqyHEEIIIcS/zokjZ9iz\nZw+1/1czt6sihBBAHpxZ11rvA6qnk5YADDD+ZDXeNQyz5GmlBWOYjUZrPQuYZXwdApjfLv3c7Jzx\nGDagSy3TnT2MO9G/nMbx1zI4J9P1UlrrLUqpr5VSrlrrO8AmrXVJ41fXTca47D9VG4eanb8PKG8W\nsp/xeDIwyPhjLtj4Y64Fj/C5CCGEEELkFZUrV+bEyWNMnDgJB9c0dk4TQohckBdn1sXj+RTwM77u\naJwlP4ZhU7gf0z0rGyilbIDftdann2Y5QgghhBBgWHLe5P03sy3enj17mLFoDO3atcu2mEII8aTy\n3Mz64zA+L70hjaQ6Wusc3wpZKbULw2Zr5lpprY88rTK11rvMXo8Fxj6tstIoOx6Yk1PlCSGEEEII\nIcSz7pkYrBsH5BVyux4PaK2r5nYdhBBCCCGEEEL8eynDHmxC5IzAwEC9d29Wvjnv2Sbfsy5ygvQz\nkROkn4mcIP1M5BTpayInKKX2aa0z/c5CeWZdCCGEEEIIIYTIY2SwLoQQQgghhBBC5DEyWBdCCCGE\nEEIIIfIYGawLIYQQQgghhBB5jGwwJ3JUYGCg7vxn09yuRq5zO+zP7XIhuV0N8YyTfiZygvQzkROk\nn4mcIn1NPG0dPQfKBnNCCCGEEEIIIcS/lQzWhRBCCCGEEEKIPEYG60IIIYQQQgghRB4jg3UhhBBC\nCJFn/TFmI0M+HZZt8VaMXs+YZj9lWzzxdHXyGsSZXRdyuxpC5Aqr3K6AEEIIIYR4Np3YfJbV44O5\ndOwa92/H8M2B/rgVdMntav3rDQz8lsYD6lKt2YtPFGf/H0dZOXojt0IjcPXJR+MBdQlsVNaU/vvX\n6ziy/hRXT92gRLWi9F7c/qEYaydvZsO07UTfjaFYoB+tvnsbj6L50y3zwsHLLOi/giunwnDxdKZR\nvzpP3A4hnlUysy6EEEIIIZ4KWwcbqjWvyIcT38ntqohUzu+9yE/dFvHuV/UZf24wzYa8wU9df+P8\nvkumPB5F3WnU7zVqtaqcZoxdiw+ybvIWus1txffHP6Pgc55Mbj2H5KTkNPNH34tlQotZVGxQhnGn\nvqDl6MbM77ucc3suPpU2Po7ExMTcroIQJnl2Zl0ppYExWutPje/7AE5a66FKqaFAR+AmhjYM0lqv\nUEo9D/wIuAK2wBatdacMyqgCfAsUAiKBa8AArfURYxlRWuvvlFLDgM1a6/Wpzg8C+mitGzxhW4sA\nyzDcPLEGJmqtp6bKswIoprV+IZ0YPYEIrfWcDMox1Vcp1QgorbUelUa+KK210yO2YT3wjtb69qOc\nJ4QQQohnV7FAP4oF+nHrYtb/e3D4r5MsGbaaiMt3ea66P57+7inSoyKiWTJsNcf/PktCXALP1yjG\n+yMaks/TGTDMOtd4vxLHgs9y+eg1vEt48ME3jSn6om+a5UVFRPPb4D84HnwGgDKvlqD5sPo4ujkQ\nPGsnm2fvZvCmT0z5b1wIZ3D1sYzY9Slaw6DKo2k7oRlrJ/1N+KU7PFfdn/Y/vMvaiX+z7Zd9KAtF\n/d6v8mq7l0wxzuwMYemIdVw7fQMHF3uCPqxK3Y9qopTi1LbzjH1nJu1/aM6ykeuIirhPmVdL0GZs\nU+ycbJnUcg4Rl+8yp/cy5vddTrHKfvT6rV2Wr+8D+/88RpmgEpSsFQBA+ddLEVDZj81zdlOsUmEA\narxfCYDQw1fSjLF53m5ebl2FIuUKAfDWZ/X4tMxIzuy6wPPViz2U/8Afx7Cxt+H17i+jlKL0KyWo\n8GZptszbTUBlv3TreuX4dX4b/AfXz9yk4PNetJ3QFJ8SngDERcezbMRaDvx5nPjYBIpXKcJ7Ixri\n7usKwHdvT6dUrQDq965titfJaxB9V3SiRNWirBi9njM7LuBXriA7Fx0gwL84HZc0ZeGglRxcfZyE\nuETyeTjx1qB6KVYdCJET8vLMehzQRClVIJ30sVrrCsA7wEyllAUw4cFxrXUpYGJ6wZVSXsBvGAb6\nJbTWFYGvgYDUebXWg1MP1B+HUiq9myPXgJeM7akKDFBKFTQ7rwkQlUncdsCCrNZFa70irYH6o1IG\nFsBcoOuTxhNCCCHEf9eNC+FMbTefN3oEMe7MF9TuWJ0t8/aY0rXW/NB2Lkophvzdg6/39sPO0ZYZ\nXX5NEefv2bt5b3gDxp76nIoNXmDCB7OIiYxNs8yfuv5K9J0Yvtzaiy+39iIyIpqfui8CoGrTCty8\nEMGFA5dN+bfN30uplwNwL+xmOrZ/1VH6rejMqP39Cb90m6/f+AGPou58e3gAbcY35dcv/iD88h0A\nrp4KY0KL2bzetRZjjn/Gx/Nbs+mnnexcdMAULzkpmePBZxi86WOGb+/NpSPX2DB9OwDd57Umv68L\nrce8zcSQoY81UDdcTMP1THFIay4du5blEJePXcfPOFAHsHO0xcvfncvHrqeT/xqFX/BBKWU65le2\nIJfSyf/A9oX7+einDxhz4nPcCrmwcNAqU9pvg//g/L5LDPjzI0bt7Ydzfkcmt0p/dj8tZ3ZewMXL\nmW8O9KfP4F7s+HU/Fw5e5sutvZhwbgi9l7Sn4POeWY4nRHbJy4P1RGAa0CujTFrrE8a8BQAf4LJZ\n2pEMTu0OzNZabzfLv1Vr/XvqjEqpWUqpZsbX/1NKnVRK7QeamOVxVErNVErtVkodUEo1Nh5vq5Ra\noZTaCGxIpw3xWus441tbzD4XpZQT0BsYnkFbagP7tdaJxnMqK6UOK6UOKqVGK6WOptGmtkqpScbX\n/kqpHUqpI0qp4any9VVK7THG+9J4rKhS6pRSag5wFCgMrADez6COQgghhBAZ2rPsMEVf9KVasxex\ntLKkTFAJKrxR2pQeeugKoYev8v6oRjjks8PWwYamg9/g5Nbz3L5615SvZotAipQvhJWNFf/7+GWs\n7aw5vO7kQ+XduX6PY5vO8M6wN3F0tcfR1Z7mX77J0fWnuBN2D3tnOyq/VY6tC/YChkH0jt8OULNl\nymXhDXrXxtHNAaf8DpStWxJLa0tqtaqMpZUlZes8j6OLPZeOXAUgeNYuKjUsS4U3SmNhaYFPCU9e\nbV+NHb8dSBGzyeevY+doSz5PZyq8UZrQQ2nPbj+usq89z7FNZzj+9xmSEpM48Ocxzu2+SGw6NzXS\nEhsVh30+2xTH7F3s0o0RGxWHQz67FMccXOwzLbNet1q4+7pibWtF9XcrEnrI8N/95GTD5/HWwLq4\n+bhg62hD8+H1uXbmJiH7L2cY01x+X1fqdamFlY0Vtna2WNlYEnc/nmunw0hKTCJ/IVcKPu+V5XhC\nZJc8uwzeaDJwWCn1bXoZlFJVgWQMS+LHAhuVUtuBdcDPWus76ZxaBpj9KJVRStkB0zEMjs8C5rdx\nPwM2aq3bKaVcgd3GpeEAFYFyWuuIDGIXBv4AigN9tdZXjUlfAd8D0RlUrQawz+z9z0BHrfUOpVRW\nZs/HA1O01nOUUt3M6lQPKAFUARSwQin1MnDReLyN1nqnWX5bpZS71jo8Vds6AZ0AvLy8cDvsn4Uq\nPdssY2zlOoinTvqZyAnSz0RWJFw3PF3ncqIwbrfc080XfXQjPk6FU/QpXzt/TiWfwe2wPye3hJEY\nl0jfUin/e2NtY03C3w64lfHHIt6KwqpEihiert7E7bfErYQ/9mFuWEfdwO2wP7dOnAWgxN2KWB62\nBCBfkmE5duLfjriV9Kd+9bcY1m8End7pypEDR9GxEFTwDawOW5na5RdRGrfDhna53POkgMPtFOXb\nWdljeSIfboX8uXs0lqMHj3Fw5QlTutYad4/8uB32x/l8DBYWFvhdLQvG/w26RHpy7fo/MS3irXC8\n6PFEf/eqOfsT87EVS/r9QUR4BKVeKEmNoJe4fiXsobjm1yzFcXt7LI+44Jbvn+PxYcnkjyyUZt1c\nYj24GXYrZdrJEzhZ5cuwLb5Rz5nSC1yPITYyHrfD/ty5fYfEuESKRZfD7bD3P+W4uBC/0wY3W3+s\nouywD3N7KL7zOR/c7A39wcvN25RuGWPL/55/m4TaNizps55rV65T9sUXaNmxBT6FvBHiSQVbBWc5\nb54erGut7xlnbz8BYlIl91JKtcTwrPm72rCO52el1Frgf0BjoLMIploRAAAgAElEQVRSqrzZrHW6\nlFK7gHzAOq11j3SylQRCtNZnjOfMwzgIBeoBjYzP1gPYAQ8evvkro4G6sa2XgHLG5e+/K6UWY1gp\nEKC17qWUKprB6T7ACWOdXAFnrfUOY9oCILNn6msATY2v5wLfmLWpHvDgVq8ThkH6RSDUfKBudAMo\nCKQYrGutp2FYJUFgYKC+XS4kk+o8+9wO+yPXQTxt0s9ETpB+JrLirqvhmfW7pS5hUfBeuvkcykBI\n8KUUfepK3AW0RTK3y4VgmxiPrYMNY84MwsLi4QWitwkh2SaRS/oMt8sVBQwD4Rt3rmNbMYnb5UKI\n8bpNwoUYbpcLwcrzPgBnXQ+Yno0PO3cLAKtX7nPbKwT3chYU+NGN9SGrOLD9GNVaViCy4qV022Ue\n/4Fkm0Tu+93kdrkQ8pW2pUaZirQY1TjN+kdGXgNFivNTx9S2SaZ4T6JCOT8q9O1iej/i9cmUei3g\nobhptQmgUDlPjt87QIlyhqdWY+/HcfXaNfLXtU6zbh6vOLLr+50p0k5NO4pPYP4M2xIZcI3b5Qwz\n+ObXJzk5GStbK847HMGuXIypDnfv3sWmWrzhM/bS3HG+YYp/5/q9FDFjvG6TdCHOlO522J975S7y\nyotleYWyRN+N4ZeBK5k4dTx9l6e7FZYQWdbM870s583Ly+AfGAe0BxxTHX/wbHotrfWWBwe11le1\n1jO11o0xLI9Pc0M24BiGGe8H51UFvgAe9/tEFNDUWKcKWms/4xJ9gPtZDWKcUT8K1AJeAgKVUheA\nrcBzSqngNE6LwXBz4EnoNI4p4GuzNhXXWj/4YtK02mTHwzdVhBBCCPEflZycTEJsAonxhh22E+IT\nSYhNIDk57eeJK79dnpD9l9m99BBJiUkc//ssB1cfN6UXqVAI3zLeLPxsFVERhkWHkbei2L3sUIo4\n237ZR+jhKyQmJLF28hbiYxIoW7fkQ+W5euejdFAJFg35k+i7Mdy/E8OiIX/yQp3ncPXKZ8r3cqvK\n/DVlK0c3nKbmB4FPdE2C2lZlz++HObT2BIkJSSQlJnH1VBintp/Pcox8ns7cOB+eecYMJCUmEXr4\nCslJyUTfi2X5qL+4feUur3WuYcqTmJBk+LwSk9HJmoTYBBLi/tkt/eWWVdg8ZzcXj1wlPiaB5V//\nRQE/N0pULZpmmS++WZq46HjWTt5MYnwiJzaf5cAfx6jVsspjtcHCwoKX3nmRFd/8xZ3r94iLjmfR\nkD/xLu6Bf0XDhoJ+5QtycM1xIm9FERsVx+9fr8s07skt5wg9ZOg/1nbW2DhYoyxUpucJkd3y9Mw6\ngNY6Qin1G4YB+8yM8iql/gds0FonKKW8AXcgvQd8JgO7lFJrzZ5bd8ikOieBokqpAK31OVI+o70W\n+Fgp9bHWWiulXtRaH0g7zEP19gXCtdYxSik3oCaGmxGLgSnGPEWBVVrroDRCnMCwfB6t9R2lVKRS\nqqrWeheQlVs324z55gEfpGrTV0qp+VrrKKVUISAhnTYowBu4kIXyhBBCCPEfcGbHBb5vMsP0/vOq\n3wPw6dIOPF/j4d3CPf3d6TyjBUuHr2Hup8soUd2fmh8Ecm2XYQbbwsKCbrNbsfybvxhRbxJREdE4\nF3Ci9CvFqfJ2eVOcWq0qs/CzVVw+eg2v4gX4eF6bh56VfqD95Hf4bfCffFF9DAClgwy7wZur2rQC\ni79cTUBlP7yKpbf3cdYUKuVN97ltWD5qHbN6LkEnazyLuvN691pZjlG/16v8MmglG2dsx7+SHz1+\nafvI9UhO0szr8zvXz95EKcXzNYrRb2Vn0676AHM/XcaOX/eb3ncrMgT3wq58vbcfAFWbVeD29XtM\n/GA20fdiCahUmG5zWmFhaZgPPLMzhAnvz2bolp64+7ri4GLPJ/PbsmDAClZ8ux4XT2c+GN04w53g\nM9N8WH2WDl/DyNd/ICE+kYBAvxR1eK1zTa4cv85nVb/Hyd2Rpl+8zvaF+zOMee9mFL8MWkHE5btY\n2lji/6Ivrb5/+7HrKMTjUql3gcwrzL8+zLhzewjwrdlXt0Vprb9Ldc4YoD7wYJeK0VrreRmUUQ3D\nku9CGJZw3wKGaa33pvrqtlkYBsqLjTcExmF4hnwLhmXqDZRS9sbj1TGsWAgxHm8LBGqtu2dQj7oY\nnkvXGGazJxmXjpvnKWqsw0MrBYxf/TZXa/2y8X1VDM/WJwN/G8uvkeqr20z1Ukr5Y1gu7wQsB3qa\nXfseQAdjUVFASyApdV2UUoHAQK31g+X0aQoMDNSd/8wwy3+CLBsVOUH6mcgJ0s9ETniUfjYw8Fsa\nD6hLtWYvZlv5WmsGVf6OtwbWpWrTCtkWV+Q98jtNPG0dPQeilNqntc50mU6enVk3/55vrXUYZrPe\nWuuh6ZzTG8PO6VktYyfwSjppQ81etzV7vQbDs+up88cAndM4PguYlUk9/gLKZZLnAuks6ddahyql\nwpVSJYzP0x/TWpcDUEoNAPYa8wUDwanrpbUOwbDk/oHPzWKPx7ABXWqp69IK+CGjNgghhBBC/Bvt\nWnKQpIQkKjVM7+lKIYTIfnl2sC4e2QAMG82dAeorpQZi+HxDgbY5UP5RrXWaX00nhBBCCPFv1bv0\ncCwsLWkzrglWNvJfZyFEznnmf+MopV7nn93NHwjRWuf4gydKqbIYdls3F2fc3O6JaK1PAaeMr38l\n5dfKPXVa6+k5WZ4QQgghRFoePE+dXcYc/zzzTEII8RQ884N1rfVaDBul5Tqt9RFAHnQSQgghhBBC\nCJGhf8NXtwkhhBBCCCGEEP8pz/zMush7OnoOzO0q5Lpgq2CaeWblW/WEeHzSz0ROkH4mcoL0M5FT\npK+JvERm1oUQQgghhBBCiDxGButCCCGEEEIIIUQeI4N1IYQQQgghhBAij5HBuhBCCCGEEEIIkcfI\nYF0IIYQQIo/5cb/hRwghxH+XDNaFEEIIIYQQQog8RgbrQgghhBBCCCFEHiODdSGEEEIIkaeNHj2a\ntm3bZlu8tm3b0qFDh2yLJ54O+ZzEf50M1oUQQgghxFPz/fffU7FiRVxcXPDy8qJ58+ZcvHgxt6v1\nr6eUYuvWrblW/pUrV2jcuDFFihRBKcW8efOydN7ChQspV64cjo6OeHt7M2LEiKdcUyH+vWSwLoQQ\nQgghnpr4+HgmTpxIWFgYZ8+exdHRkQYNGuR2tcQTsrCwoF69eixYsABfX98snTN37lx69erF2LFj\nuXv3LmfOnKFRo0ZPuaZZl5SURHJycm5XQwgTGaz/iymlotI5/pFSqnU6aT3TS3uCepRVSs3KzphC\nCCGEeDYMHDiQGjVqYGdnh7OzM/379+fIkSNERESke87MmTMJCAggX758tGrVivj4+BTpFy9epFmz\nZnh7e+Pj40OnTp2IjIw0pSulGDduHBUqVMDZ2ZlXX32Vs2fPplteaGgojRs3pkCBAhQuXJiePXsS\nExMDQP/+/WncuHGK/Bs3biRfvnzcv3+f4OBgrKysWLBgAQEBATg6OtK6dWvu3btHx44dcXNzo0iR\nIixdujRFjN9//51KlSrh6upKqVKlmD9/vilt1qxZFC9enAkTJuDr64ubmxudO3cmKSkJgPLlywNQ\nr149nJycTEvFJ0yYgL+/P87OzhQqVIhBgwal2+Yn5ePjQ7du3ahRowaWlpaZ5k9OTmbAgAEMGTKE\nOnXqYGVlhbOzM2XLls3wvLi4ODp27IirqyuFChXixx9/TJG+ZMkSypcvj4uLC+XLl2fZsmWmtAfX\n0Zz50voLFy6glOKnn36idOnSODg4cOfOHRYuXEipUqVwdnbGy8uLNm3aZPWyCJGtZLD+DNJaT9Va\nz0l9XCllBbQDFmRzeUcAX6WUX3bGFUIIIcSzZ8OGDfj6+pI/f/4007ds2UK3bt2YOnUqERER1K1b\nl02bNpnSY2NjqV27NqVLlyYkJITjx49z+fJlevTokSLOtGnTWLx4MTdu3KBMmTI0atTINNg1l5iY\nSP369fH29iY0NJSdO3eybds2+vTpA0CnTp1YvXo1165dM50zY8YMWrRogaOjI2CYkQ0ODubIkSOc\nOHGCNWvWUK1aNd566y3Cw8MZOHAg7dq1Izo6GoC//vqL9u3bM27cOCIiIpg9ezbdu3dn8+bNpjJC\nQ0MJCwvj3Llz7Nmzh0WLFrFw4UIADh06BMC6deuIiopixowZnD59mgEDBrBq1SoiIyM5duxYnpq1\nPn36NFevXuX69euULFkST09PGjRokOFNFIDFixfTsGFDIiIimDhxIt27dyc0NBSA7du388EHHzBq\n1CjCw8MZOXIk77//Prt27Xqkui1YsICNGzcSGRmJvb09rVq1YvLkyURGRnL+/Hl5bl7kGhms/wso\npX5XSu1TSh1TSnVKlTZCKXVIKbVTKeVlPDZUKdUnjVC1gf1a60Rjvo5KqT3G85copRyMx2cppZqZ\nlRFl/HOhUqq+2XHzfCuB97Kz3UIIIYR4tmzfvp0BAwYwderUdPPMmTOHZs2aUbduXaysrGjdujUl\nS5Y0pa9atQqtNcOGDcPe3h43Nze++uor5s+fn2Iw/umnn1K8eHHs7e359ttvOXfuXJqDuN27d3Pm\nzBnGjBmDo6MjhQoVYvjw4cycOROtNQEBAbz88svMnj0bgNu3b7Ns2TI6duyYIs6IESNwcHDAz8+P\noKAg/P39qV+/PhYWFrRu3dq07Btg/Pjx9OjRg1q1amFhYUGVKlVo2bIlc+b8M9dib2/PsGHDsLW1\npXjx4tSpU4e9e/eme92srKzQWnPs2DGioqJwdXWlWrVqmXwiOefWrVuAYSZ89erVXLhwAT8/Pxo2\nbEhiYmK659WuXZtGjRphYWFBkyZNcHV15eDBg4Bh5rxp06a88cYbWFlZUb9+fd5++21mzpz5SHUb\nMmQI3t7e2NjYoJTC2tqakydPEhERgaOjI7Vq1Xr8hgvxBGSw/u/QTmtdCQgEPlFKuRuPOwI7tdbl\ngc1Ax/QCGNUA9pm9X6q1rmw8/wTQPpPzfwWaAyilbIA6wB/GtL2A/CYTQgghRJq2bNlCgwYNmDZt\nGvXr10833+XLlylatGiKYz4+PqbXISEhXLx4EVdXV9NPnTp1UEpx/fp1Uz7zGA4ODnh4eHD58uWH\nyrt06RIeHh6mWXKAgIAAYmNjuXnzJgCdO3c2DQDnzZtHqVKlqFSpkim/paUlHh4eKcozr7ODgwOA\naal+SEgI33zzTYo2zJo1i6tXr5rO8fT0TLG83NHRMcVS/9SKFSvG/PnzmT59OgULFqRmzZqsW7cu\n3fw5zdnZGYAePXrg7++Pg4MDI0eO5OTJk5w+fTrd88yvI6S8DpcuXcLf3z9FekBAAJcuXXqkupn3\nFTs7O/7880/WrFlDQEAAlSpVYsGCbF2UKkSWWeV2BUSWfKKUetv4ujBQAggH4oFVxuP7gLqZxPHB\nMCh/4AWl1HDAFXAC1mZy/mpgvFLKFvgfsFlrHWNMuwEUTOsk42qATgBeXl4EBwdnUsyzLyoqSq6D\neOqkn4mcIP3s6XA3rJbmWbm0u3fvZtiwYfTr1w8fH58M+4yFhQW7du1KkefKlStYWloSHBxMVFQU\nhQoVYtasWQ+de+bMGdPs9Zo1a0yD3djYWG7cuMGNGzcIDg7m+vXrpng3b97kxo0brFmzBjs7OwD2\n7NmDjY0Nx44d4/jx47i5uXHr1i3GjRvHpEmTaNiwoal+Bw8eRGudor7m8c0dOHCAxMREnJ2dadWq\nFe+99/CixODgYE6ePElMTEyGMZVSpngP5M+fn88++4yEhARWrFhBw4YNWb58ualdT0tsbCwnTpzI\n8HONj4/H1taWU6dOmfJFRRm2X9qzZw83btx46Jy0rqN5WZaWlg/1lR07duDg4EBwcDChoaHcvn07\nRfqxY8fw9PQ09QOAXbt2cf78eVOdnJyc6N27Nz169GD79u20bNkSrTWFChV6vAskxOPSWstPHv4B\ngoCtgIPxfTAQZHwdZZavGTDL+Hoo0CeNWOOBtmbvQ4Dyxtdtzc6fATQ3vrYA4s3OmQM0wvDceyOz\n42WBrZm1p1KlSlpovWnTptyugvgPkH4mcoL0s6dj6j7Dz7Ng8eLF2tnZWa9atSpL+YODg7WdnZ1e\nv369TkhI0HPnztWWlpa6TZs2Wmut79+/r4sXL65HjBih7927p5OTk/Xly5f10qVLTTEAXaZMGX32\n7FkdExOjP/74Y12yZEmdmJiotda6TZs2un379lprrRMSEnTp0qX1Rx99pO/fv6+vXLmiq1Sport0\n6ZKiXv3799cvvviidnBw0Hfu3DEd37Rpk7a0tEyR1zy+eZ22bNmitdZ67dq12sfHR2/evFknJibq\nuLg4vXfvXr1nzx6ttdY///yzDggIyDCmj4+Pnjlzpun9yZMn9erVq/X9+/d1cnKynjVrlra3t9cx\nMTFZuu6PIyYmRsfExGg/Pz89c+ZMHRMToxMSEtLN37VrV122bFl98eJFHRsbq7t3767LlClj+lxS\nS+s6FilSRM+dO1drrfXWrVu1nZ2dXrNmjU5MTNR//vmntrW11Tt27NBaa3327FltYWGhV65cqZOS\nkvTSpUu1ra2tKWZISIgG9KVLl0zxlyxZohcvXmz6jDdu3KiVUjokJOSxr5MQqQF7dRbGgrIMPu9z\nAW5rraOVUiWBJ3n46ARgviWmM3BNKWUNfGB2/ALwYG1XI8DaLO1X4EMMS97XmB1/Djj6BHUTQggh\nxDOoT58+REdH8+677+Lk5GT6Se+71l955RUmTpxIhw4dyJ8/P2vWrOHVV181pTs4OLBx40aOHz9O\nyZIlcXFxoU6dOqbnmB/o0KEDTZo0wcPDg0OHDrF8+fI0dy23srJi1apVXL58GT8/P6pUqULVqlX5\n7rvvUuTr2LEjBw8epHnz5ri4uDzRNalXrx7Tp0+nb9++FChQAB8fH3r16mWaac6KESNGMHjwYNNO\n8fHx8QwbNgwfHx9cXV2ZMGECS5Yseaqz6vb29tjb23Px4kXatWuHvb09w4cPN6WXKVOGkSNHmt6P\nGTOGmjVrUr58eQoVKkRoaCgrV67M0m7yaalRowazZ8+mT58+uLm50a9fP+bNm2d6Vj8gIIDx48fT\nqVMnU19q2rRphjG11kyePJmiRYvi7OxMt27dmD179kOPZgiRE5RhYC/yKuOS89+BosApDEvWh2qt\ng5VSUVprJ2O+ZkADrXVbpdRQDLPu36WKVQSYq7V+2fi+C9APuAnsApyN53sBywF7DAPybmblWANh\nwHKt9YdmsScBa7XWKzNqT2BgoM5oc5T/iuDgYIKCgnK7GuIZJ/1M5ATpZ0/Hj/sNf3aumLv1yCse\ntZ8ppdiyZQs1a9bMtjrcv38fT09P/vrrL6pXr55tcUXeIr/TRE5QSu3TWgdmlk+eWc/jtNZxwBvp\npDmZvV4MLDa+HppO/lClVLhSqoTW+ozWegowJY18YaScwe9vlpYApPiuFeMNhUCgZxabJYQQQgjx\nr6G1Zty4cZQuXVoG6kKIHCOD9f+eARg2mjuTjTH9gAHa+JVwQgghhBDPihs3blCsWDE8PT1ZtGhR\nbldHCPEfIoP1/xit9SkMy+mzM+YZsnfwL4QQQgjx2LLzMU9PT89HepZcCCGyi2wwJ4QQQgghhBBC\n5DEyWBdCCCGEEEIIIfIYWQYvhBBCCJHHyC7wQgghZGZdCCGEEEIIIYTIY2SwLoQQQgghhBBC5DEy\nWBdCCCGEEEIIIfIYGawLIYQQQgghhBB5jGwwJ4QQuWDBgqdfhp1dzpTzKFq0yO0aCPFsymt/17Nb\nXvx9JjL3X/udn14f/a9dB5F9ZGZdCCGEEEIIIYTIY2SwLoQQQgghhBBC5DEyWBdCCCGEEEIIIfIY\nGawLIYQQQohctWzZcIYPD8q2eEuWDGXkyNeyLZ7IHcHBwVhZyRZb4r9Ler8QQgghhMhUcnIyw4bV\n5MyZHUyYcAl3d18A/v57FtOnt8PGxsGUt2LFhnTv/ktuVfWZ0KNHUd55Zzg1a7Z8KvG3bJnDhg1T\nuXLlBBYWlhQrVpn33/8WP7+yANy8eYGePf2xtXUAFAAODq5MmnT5oVi3b1+jf/8yODnlZ8yYs+mW\nuWHDBkaOHMnBgweJiIjg0qVL+Pr6PpX2CfEskMG6EEIIIYTI1OrVY1MMyM15ehbLcJAm8p6YmEia\nNv2SEiWqY2lpxbJlw/jmm3qMGXPOOEA3GD36lOnGTHpmzuxM0aIVuXXrQob5HB0dad26Nb1796ZB\ngwbZ0Yxsl5iYmNtVEMJElsH/yyilop7w/HFKqZezqz7GmA2UUsOyM6YQQggh8o5r106zfv0PtGjx\nXbbEO3DgD/r2LU27dk6MHt2AqKhbKdIjI8OZNq09H39cmI8+8uC774Zy926YKb1Hj6IsXTqML7+s\nSbt2Tnz+eSDnzu1Jt7zIyHCmTGlN167edO3qzdSpbYiKigBg/fopDBxYPkX+sLBztGplxc2body8\neYEPPlBs3jzbWGdHvv32Te7fv83ChQPo0sWTrl29WbducooYJ09u4csva9KpU3569Qrgjz++R2sN\nwPHjwbRqZcWOHb/Sq1cAHTq4MGFCc2JiIgH47ruGhIdfZMaMDrRr58TXX9cDYMeOhfTtW4r27Z3p\n0sWLqVPbPOYnAPXqdaNs2brY2TlibW3LW299wZ0717l69eQjxdmyZS5JSYnUqJH5CoBq1arRpk0b\nypQp80hl/PrrrwQEBODi4kLz5s2JjIw0pYWGhtK4cWMKFChA4cKF6dmzJzExMaZ0pRRbt241vU+9\ntD4oKIiePXvy1ltvkS9fPn777TcuXLjA66+/jqurK25ublSsWJFTp049Up2FyA4yWP8PUUq5A9W0\n1puzOfQfQEOlVNq324UQQgjxr5WcnMy0ae1o0eI7HB1d08wTHn6Jrl29+fjjwkyc+B43boSkGy8s\n7BzjxjWhceNBTJ9+h9df/4RNm6ab0rXWjB37FkopvvnmKOPHh2Jv78DkySm/rHrDhqm0bj2eadMi\nqFKlGaNHv0l09L00y/zhhw+4f/82o0efYPToE0RG3mLKlFYAVK/+AWFh51IM9oODf+KFF17Dw6OI\n6diePUsYMmQr48df5ObNCwweXBVPzwAmTbpKp04/M29eT27dugjA5cvHGT36TerX78vUqTfp2/cP\n/vprElu3zjW7rkkcObKOr78+xPffn+bChQOsXTsBgD59VuLu7keHDjOYOTOKgQPXERcXzZQprWjb\ndjI//RTJ2LHnCQrqkO51flTHjm3A1tYBb+8SKY4PGVKVjz7yYPjwII4fD06RdufOdRYt+px27aZm\nWz1SS0pKYt26dRw6dIjTp09z4MABJkwwXKfExETq16+Pt7c3oaGh7Ny5k23bttGnT59HKmPmzJl8\n8skn3L17lyZNmjBo0CD8/PwICwvj1q1bzJo1Czc3t6fRPCEyJIP1PEop9btSap9S6phSqlMa6QWU\nUjuUUvWVUkFKqVVmaZOUUm3TCNsUWGOWb7BSao9S6qhSappSShmPByulAs3KuWB8vVMpVcbs/GCl\nVKA23CYOBvLmeiYhhBBCPLa1a8fj4uJN5cpvp5leqtTLjBp1hEmTrvLVV3uwtrZj1Ki6xMbeTzP/\njh0LCQioQs2aLbG0/D979x0eRfEGcPw7l3bpCQGSUIMgCTUIkSIgoYsC0lV6kaKgIKiAIKIiKiKI\nFUH5AYKCVAGRbiAISK+GTqgJJQVSuLSb3x93HDkI1QBB3s/z5OF2Z/ad2bnNcnMzO3GkYsVGVKnS\nwpZ+7Ng2jh3bRteu3+Dm5o2LixudO/dm3741xMVdfV46PLwHJUpUwdHRmWbNBuPs7MqOHUuuKy8h\n4Qy7dy+nY8dxuLv74u7uS4cO49i5cykJCTG4uXlRo8aLRET8CFg60ZGR06hbt6ddnBYt3sXDIx+e\nnn488URTHBycqFevJw4OjlSq1AR3d1+io3cAsGrVt1Sr1pawsOcxGBwoVCiEhg37ERk53S7miy9+\ngtHogbe3P2FhLTh2bOtN3wsHByfOnNlPcnI8RqM7ISG1b5r/dsXEHGTSpG60b/85rq6eAHh65mfk\nyI188cUxvvgimiefbM2YMU04cWK37bgpU/rQtOlb5M9fLFfqcSOffPIJHh4e+Pv706JFC7ZutbTT\n5s2bOXToEOPGjcPd3Z3ChQszatQopkyZYpvFcDvatGlDvXr1UEphNBpxdnYmNjaWo0eP4uDgQMWK\nFSlYsOC9Oj0hbkieWc+7umut45VSrsAWpdQ8rXUcgFLKH1gEDNdar1RKhd9mzJrA3GzbX2utP7DG\n/AlLZ3vxTY6fDbQD3lNKBQKBWusr/6tsBWoDv157kPXLhl4A/v7+RERE3GZ1/7uSk5OlHR5xRuO9\nL8NgSMZojLj3Bd0Buez/e+R+ljfcq3tKTMxpli4dzZgx32M0RuDiEmstbyNGYwEAitn6aWdwc4N+\n/TrSqdMsTpyYSMWKVa6LefHiZvz9Xe3uT4GBBi5eTMRojCAxMYLMzDRefdXP7jhnZ2eSkhZSuHB5\nlDIRGGiyi1GggDdJSWsxGgvh6BiNwZCA0RhBUtI/ABQtegIHh9MAFC+eBUBy8kICA8vQpEkY77//\nJi+/3IJ9+7ZjNl/mqae8cXS8es4BAdEYjZYvINzdz5Evn9GufBcXA1lZmzEavYmL28revTvYsuXq\nxyKtNX5+BTAaI3B23onBYKBgwX22dHf386SlnbDFVMqEk1OUbdtohGHDRrN48UzmzBmMv38gzZu3\no3btf7fq/cmT0Ywe/RbPP9+Kpk1DsIy/WMrz8QHYAMDzz1dg585ybNs2ltKluxMZuYrk5MM0bfo6\nBkMETk77UeqyXZvc6NYQG2tp040bN1KgQIEb1m3nTks77dt3tZ3Onz/PiRMniIiIYM2aNXh5ebFl\ny9VZERcuXMBkMrFw4ULbaPiOHTtsz6Lv3LkTrbXtvpWYmNrXilIAACAASURBVGi3nZycTIsWLZg+\nfToNGjTAZDJRp04devbsiaur603b8ka/h3KLFHdLOut51+tKqStfYRcFHgfiACdgNdBXa732DmMG\nAuezbddVSr0NuAH5gH3cvLP+K7ACeA9Lpz17x/8cUCing7TWk4BJAGFhYTo8PPwOq/3fExERgbTD\no+3nn+99GUZjBCZT+L0v6A7IZf/fI/ezvOFe3VN2757KpUuXGDDAMslPazMAb7zRm7ZtR9Gw4avX\nHZOVlYlSDqSnh+Z4D/LyWs/x48vt0mJjf8Bs9sFkCsfb2w1n53F8/30iBoNlEmj2+5nJBFobiYkx\n2vZprTl//iKennUwmcLJzIzAbD6FyRSOp2dpoC8nTxYnIKAUYBlJBvDwaIHJFEiRIuEULDiJtWvP\nsnXrZmrX7klmZgMyMyEtLdpabg1MJstCa9njX6G1kYyMMphM4eTLV5mnn65Ct272z7FfqX96OoCy\nO/76mG62eFeUKhXOG28MwGzOYtu2RUyY0Jpixbrh71/yunJux7Fj2xkz5m1atBhB48avYTLdPL/W\nfmRkFMNkCmfbtqlER0fTrVs7a/3TSEtLpUuXNrzzzmqKFw+94T0/OjoagBo1atxyNXillN09JiIi\nglOnThEeHo6zszOffvopVatWxc3N8jTmihUrMBqNtGhheZTCw8OD0qVL22KcOXPGLqaPjw8lS5a0\nbV+5p7VoYZntcfToUZ5//nk2btzIBx/cfImmG/0eyi1S3C2ZBp8HWUfKGwA1tNahwA7gynd1mcA2\noHG2QzKxfy9v9P365StpSikj8C3QRmtdAZh8TRlX4tliaa1PA3FKqYrAC1hG2rOXeRkhhBBC/GdU\nr96OceOOMHr0TkaP3slbby0FYMiQFdSu3RmwLBYXF3cKrTXJyfFMndoXD4/8lCpVPceYNWq8yOHD\nf7Nhwy9kZWWyd+8qtm5daEsvUSKM4sVDmT79dZKS4gC4eDGRjRtn2cVZu3YKx45tJzMzgyVLPiMt\nLZUnnnjuuvJ8fQtRoUIjZs4cREpKIikpCcycOYjQ0Cb4+gba8tWt24ulSz9n586l1K37754Fb9Dg\nVTZtmsX27YvJzMwgKyuTU6f+ISrq9sdZfHwCiI09ZNu+ePEsmzfPIzX1IgaDA25ulvUDDAaHu6rj\ngQN/MXp0fdq2/YjGjV+7Lv3QoU2cPLmXrKxM0tNNrFkzif3719oeh+jUaTyffbbfdm20afMB+fMX\nY/TonRQuXDbHMs1mMyaTibS0NADS0tIwmUyYzea7OoeqVatSqlQpBg0aRGpqKmfOnOHdd9+lW7du\nWJ/upEqVKkybNo309HSio6MZN27cLePOnj2bY8eOobXG29sbZ2dnHBzurp2F+Deks543eQMJWutU\npVQIkP1/Ow10B0KUUoOt+44DZZVSLkopH6D+DeJGAaWsr690wi8opTyANtnyRQNX5q1l3w+WDvrb\ngLfWene2/aWBvbdzckIIIYR4OLi4uOHnV8T24+MTAIC3dwBGowcAUVERjBhRlR49PBg8uBxJSXEM\nHbrSln6tgIBS9O8/lwULPqBnTx/++GO8XefYYDAwcOBvaK0ZPrwKPXp4MnRo3+sWN6tbtxfTp79O\nr16+bNo0m7fe+h03N+8cy3z11Rm4unry5pvBvPlmCG5uPrzyiv3z4zVrduD8+WOULl3zukXW7lTR\nouV5880lLFv2BX37BvLKKwX5/vuuXLp0/tYHW7VoMZy//ppBz56+fPppE8xmMytXfkP//kH06OHJ\n1Kl96d17GgUKBN1VHefMGc7lyxeZMeMNunf3sP3s3x8JwPnzxxg/vgU9e3rz2muFWb/+JwYNWkyJ\nEpaPiO7uvnbXhpubLwaDA35+RXB0dAKgT58+NGnSxFbmunXrcHV1JSQkBIBSpUrh6urKunV3t/ax\no6MjS5Ys4dSpUxQrVoyqVatSrVo1xo69+lcLvv76aw4fPky+fPlo164dXbt2vWXcHTt2UKdOHTw8\nPChXrhyVK1fmrbfeuqs6CvFvqDtZfEHcH0opF2AhEAQcAHyAkVrrCKVUstbaw5pnEfCb1vpbpdQY\noCVwDEgGFmmtp14TtzbQW2vd0bo9CngJiAUOAse11iOtXxD8CmRhWem9o9Y6yHqMP3Aa+FBr/X62\n2EuAoVrrPTc7t7CwMH1lUZBHmUwbFY/qNPj27W+dRzxc5H6WN9yPe8qDdO39rH//INq2HUWtWrf+\nc2G3S2vNG288Rtu2H1GzptyscsPDeM//N/e0G/0ePoztIO4tpdQ2rXXYrfLJM+t5kNY6DWhygzSP\nbHkaZ9v/NpYR75vFjVRKfayU8tFaJ2qthwPDc8i3H6iYbdfwbGlnuea6sXbgXW/VURdCCCGEyKv+\n+msmmZnpVKt27aRCIYR4MKSz/ugZBBQDEnMxZjFrXCGEEEKIh06fPgVwcHCkZ88pODo6P+jqCCEE\nIJ31R47W+u97EHPLrXMJIYQQQuSOCROiczXexIm3/yy5EELcL7LAnBBCCCGEEEIIkcdIZ10IIYQQ\nQgghhMhjZBq8EEI8APdjZdiICJBFuoV4NPzXV5uW+5l4GPzXfw/F/Scj60IIIYQQQgghRB4jnXUh\nhBBCCCGEECKPkc66EEIIIYQQQgiRx0hnXQghhBBCCCGEyGNkgTkhhBBCiFyiD/z8oKvwYJxYlavh\nVMMp9m2ZZry6fWHP7QfKXyFX63XH7qRd3Pzttx903e+SCpZV1oTILTKyLoQQQgghhBBC5DHSWRdC\nCCGEEEIIIfIY6awLIYQQQogHasaqI5ToNCfX4k1dupvHX5iYa/HEgxEdHY1SilOnTj3oqgjxQEhn\nXQghhBBC3JLZbKbmiyMxhHTgVGycbf+u/cd59p0VBL4wC0Oj/7F+79kHWMv/jrqdRjHquwX3LP7S\ntTup3+UjClTvTb6qPXm6wwdEbt1vl2ft5ihqvDAC7yo9KFGvP1/PWGGX/uX0ZVRvNwL3St14vNHA\nW5YZGRlJ5cqVyZcvH97e3lSuXJn58+fn6nkJ8V8inXUhhBBCCHFL46f+gZur83X7nZ0caVmrOIs/\nbPAAaiXuVsKlFPp1bMShFeM4t2EiLzV9imd7jeFkjOWLmOhT52na5zNe7/QMCVsm88u4frwzbjZz\nl/1ti1GooC9v9WjKO32ev60yg4ODWbBgAXFxcSQmJvLFF1/QsWNHoqKi7sk53o3MzMwHXQUhbKSz\nfo8opUYqpd68y2O7KqW+zu06WWM/oZT6MZdjOiul1iml5K8LCCGEEP9BB4/F8N0vq/js7etX+i5T\nsjA9nw0mrHT+2463ef95nuy7CM/mP1H7jd85Gptkl56amsqbn87ksfoD8KvWi7eHfcjh47G29Lr9\nZjJgwiqavT0Hz4afU77jD/yx8cgNy0u9nEb/j6ZTLPw1ClTvTcu+4zhx5gIAf6zbScEafUhPv9pJ\nS0q+jGfl7raRZkNIB76esYInWw/H44nu1HxxJKdi4xg/9Q+Khb9G/mq9GTb+V7sy9x48yTNDl1Ow\n7c8U7/ArQ3/cSkamGYDo2CQMjf7HT6sOU+7l+Xg9/xON35hFzIVkAPqNW0Hktv2M+nYhnpW7E/KM\n5SPlqg17qdzyHbyr9KBA9d407Db6ttv8Wh2a1aRlwyfx8XLH0dGBV15qgIebkS17jgKwdN1OHi8e\nwEtNn8JgMFC90uO0aVyV7365usJ9m2eq0bpxVQoX9L2tMgsWLEjx4sVRSqG1xmAwYDabOXz48E2P\n+/PPPylbtiyenp40atSImJgYW1pcXBydO3cmICCAgIAAunTpQnx8vC09KCiIGTNm2LavnVrftWtX\nOnToQNeuXcmXLx9fffUVCQkJtG3bFj8/P7y9vSlXrhyRkZG3dY5C5CbprD963gG+zM2AWut0YDXw\nQm7GFUIIIcSDZzab6TFsEp+93R4fT/d/He9iSjrPDltJ69pBxM1rz7g+Vflusf306549e3Lg6Bk2\nzn6fmMhvKRPyOM36jCUj42qHesqS3bzeNoyEP95gaOcatBo2n+iYxBzLfOPjGfy96zAbZ79P9JoJ\n+Pl60vyVz8nKMtO4VkXcXV34bc02W/5fft9I0QA/aoeF2PbNXLyeBd+8wbkN32F0caJ+l9EkXErh\n8IrxrJ72Dp9P+Z2/th8A4FzcRcI7jaJlzeKc+vkFNkx4jlXbz/DxrN129fp17THWfv4sp35+gRRT\nBiN+tHQIvx7YiNpVQhj+aguStk9h/7KxAHQZ/B2vdWxM4tYfOLXua4b1afEv3gl7ew6c4EJCEhVK\nFwVAa43W2i6P2azZuf/4vy7Lx8cHFxcXateuTbVq1WjUqNFN88+ePZt169Zx+vRpUlJSGDFihC2t\nQ4cOJCQkEBUVRVRUFBcuXKBTp053VJ85c+bQpEkTzp8/zyuvvMJnn31Gamoqx48fJzExkQULFlCk\nSJG7Olch/g3prOcipdQwpdRBpdR6IDjb/p5KqS1KqV1KqXlKKTfr/qlKqYlKqa3W45pmC1dIKbVM\nKXVIKTUmW6xkpdRH1liblFL+1v0FrLG3WH9q5lA/T6Ci1nqXdbuqUmqjUmqHUmqDUirYut9uZF8p\ntUQpFa6U6qOU+izb/uz5FgIdcqEZhRBCCJGHTJi+nID83rRs+GSuxFuy6STuRkcGv1ABZycHngwu\nQPdnHrelX7ho4ueff+ab97rhn98bZ2dHunRoR8z5RP7efXX0vMXTj9PwyRI4Ohro0KgcYcGB/Lzy\nn+vKM5vNTF8YyYf921LYPx/ubka+GNqJqKOn2bz7CAaDgR5tw5kyN8J2zJR5EfRoE24XZ2C35ygS\n4IebqwutG1cl9kIiI/u1wtnZkdCQ4oSGFGPr3mMATF+4ntCQYvRuGoKzkwOF87sz5MWK/LTKfgR5\nRMdK5Pc24uXuzEsNyrJtfww34+zkyJGTZzl74SIuzk6EVyt7u81+U+fiLtLm9QkM6v4cjwcFANDw\nqQpEHTnDT79FkpmZxfptB1iwaguXki//6/ISExNJTk5mwYIFPPvsszg63nxy5nvvvUf+/Pnx8vKi\nffv2bN26FYAzZ86wfPlyxo0bh6+vL76+vowbN46lS5fajb7fSq1atXjhhRdwcHDAaDTi7OxMXFwc\nBw4cQGtN6dKlKVGixL86ZyHuhkxbziVKqSrAi0AlLO26HbjyFe18rfVka75RQA/gK2taEFAVKAn8\nqZQqZd1fCXgCSAMOKKW+0lqfBNyBTVrrYdZOfE9gFDABGK+1Xq+UKgYsB8pcU80wYG+27f1Aba11\nplKqATAaaH2T05wHbATesm6/AHxkfb0XyPF/caVUL6AXgL+/PxERETcp4tGQnJws7SDuObnOxP0g\n19k10owPuga56vSZGD7+YSnffzmGtdFGYmNdANh00kgBU7ZzTa9jffE/dqZXIstU+oYxI2OT8SlQ\nmHVp4bZ9GX5g0qdZa6rD/hOWadjlmg21Oy4zM4sVuy+R5R1GYqY7xXxKsTaxvC3d1a8Ym085sTax\nPAdS47lsdmZttJH4hETS0jM4r4qwNvpKnY14e3uzfM8l0n2NlK36DB9+u5BfNyeRkpLKjqjjvDNs\neLb8cDazoG37ZLI7nl4+RJ5wu9oEuLLnVCZro438FRXP+u0H8Wx57OoJaMgym1lrqkNs2nlgLsfd\n65FqygfAKb2Bc8m7bOeUaFpMdIKTXR2GDx/KzFnz+KbpUHy8vWjapCFtWmYf67lzF+LieXPoaJ4I\nrcQzrbqwNlpZElQJRg5/m49+mE2/D2dQokQxGjaox5/rNtjVCeDABScuZyjL/piI2y7bx8eHBQsW\ncPbsWZo3b35demys5dGH6OhoUlJSADh58iTnzp0jIiKCf/6xfDlz4sQJTp8+DUBWVhYACxcupEyZ\nMphMJqKiomz3qSsxN27cSIECBYiNjcXFxcWWnpycTLVq1Th8+DBt2rQhPj6e6tWr07t3b/Lly3fb\n5yZEbpDOeu6pDSzQWqcCKKUWZUsrb+2k+wAeWDrSV/yqtTYDh5RSR4Er861Wa60vWmP9AxQHTgLp\nwBJrnm1AQ+vrBkBZpdSVuF5KKQ+tdXK2sgKB89m2vYFpSqnHAQ043ewEtdbnlVJHlVLVgUPWuv5l\nTctSSqUrpTy11knXHDcJmAQQFhamw8PDb1bMIyEiIgJpB3GvyXUm7ge5zuzpAz8/6Crkqqnbd3Pp\n4iV6vToAALN1WnTvfm/wYf+2vNre+jHkxFrbMZWcd1LLeONRzZP+Z/nj/GmedongyueWlXHbMKo0\n6hjXUqbIZV4Bjq78nAL5vABYG22kTpDJEuDCHnwcU9CJh6njc3UMYnjcCcJLP0Ydn70cczuFqyGd\nOkEmzMWccXF2oiCnqRNkebY6OcXExYsXaVzBixpBJghypWl4JaI2ryDhUiotG1SheagzYLp6XoHp\n1LLW4Vj+DFyd9NU6AT5GM0G+GdQJMvF3iA8ZSeVZMuyJHFpgLdEulo9K1V02UcRoebTgmNtZS52t\n55TPTdviXVEnKIAe9fqitWb9tgM07vEJLWsEUq96uRu2981EnzpPjyGjad0gjLGDO2AZI7qqTlA5\nhrzwgW27Xf8JNKoRYlena9tDBYffUR28vLwwGAw53keio6MBqFGjhm0aenR0NK6uroSHh1O6dGn6\n9u1L8eLFKVXKMt518OBBAFq0aEFgYCAFChSgWLFitvgbNmywizl16lQcHR1t6VfuaU2aNAEsnfuO\nHTuycOFCpk+ffkfnJsS/JdPg74+pQD+tdQXgfSD715H6mrxXtrPfLbO4+sVKhr76AFH2/Qaguta6\nkvWn8DUddYDL15T9IfCn1ro80CxbWib210b2Y2YB7bCMwC/Q9g8zuZD9fzUhhBBCPNTaNanO4ZXj\n2LFwNDsWjub37y2T65b/MITOz9cGLM82m9IzMVkXaEvPyMKUnklWljnHmE2rFyHZlMFnc/aSkWlm\n+6ELTFl+yJZe0NeV9u3b0/f9/3H6rGWhsOTkFBas3EJyytWPGQvXHWL11miyssz8svIfth6I4aUG\n108LNxgMdHq+FiMmzOHM2QRSL6cx6NOZhJQoRNWKJW35erarx//mr2XmovW83Lbev2q3zs/XZuve\no0xZdhBTeiZms+ZoTBLLttz+3wsPyO/NkeNX/wxeenom0xas40JCEkopfL3cMRgMOBju7uP8/qNn\nqN3hfV58roa1o369LXuOkJGRSerlNL77ZRXLInfz7qstbemZmVmY0tLJyMyyXAdp6ZhMN/4oOG/e\nPPbs2UNmZiYmk4nJkyezZs0aGjdufFfnUKhQIRo1asSgQYNITEwkISGBQYMG0aRJEwIDAwGoUqUK\nv/zyC8nJyZw/f54PP/zwlnEXL15MVFQUWVlZeHh4YDQacXBwuKs6CvFvSGc996wDWiilXK3PhjfL\nluYJxCilnLj+ue62SimDUqok8Bhw4C7LXwG8dmVDKVUphzxRQKls297Aaevrrtn2RwOVrPUqimWa\n/hULgOeBl7B03K+U5wdc0Fpn3GX9hRBCCJHHuLm6UCTAz/YTkN8HgIAC3ni4W77LP376Am5Nf8Kt\n6U8ANBi8HLemP/HT6pxXZ/fxcGHJhw35NeIY+VrNpP+3f9OnaYhdnsmTJ1O6RCB1O4/Cq3IPuvd5\ng7nL/ubqBELo3rQi42dvweeZ8Xw49S/mjmpJiUI+OZY5fmhHqpR/jKpt36V43deJPZ/Ib98OwsHh\n6kfhRjUrYFAGvD3dqF/j7kaqrwgo4MOaacP4bcMJSnSaS75WM2n1/mqOxiTd+mCrAV2bsHXfMXyf\n7En5pm8D8OsfmyjT5E08K3fn+Vc/Z2S/1tSpeu1Tj7dnzOTFnD6bwITpy/Cs3N32M3PxX7Y8I7+a\nR4EaffCv+Qrzlm9mzbRhlC11daG1Ud8txC20G71H/MjRk+dwC+2Gq6urLX3mzJl4eHjYtmNiYmjV\nqhU+Pj4UKlSIKVOm8Msvv9CwYUPu1owZM/D09CQ4OJiQkBB8fHzsRsBHjRqFg4MDgYGBhIeH8+KL\nL94y5pEjR2jWrBleXl4EBQXh6urKp59+etd1FOJuqWtXeRR3Tyk1DOgCnANOANu11mOVUq8Ab2OZ\ngv434Km17qqUmoplJDoM8AIGaq2XKKW6AmFa637WuEuAsVrrCKVUstbaw7q/DdDUGis/8A2W59Qd\ngXVa6z451HEP8JTWOkkpVQOYBqQAvwMdtdZByjInbQZQBUsH3xcYqbWOyFafslrrx7LFbQPU0FoP\nulkbhYWF6SuLgjzKZNqouB/kOhP3g1xn9v5r0+Bv24lVt85zB1TDKXZtee00+Lr9ZlI/LIjhXa9b\nT9de/gp3VG7dTqNoWLPCbf/d8Fu6k3Zx87ffvsO65xUq+Po/7/cwkXuauB+UUtu01mG3yifPrOci\nrfVHXF1wLfv+74DvbnDYqms71VrrqVimzl/ZbprttUe213OBudbXF7i9P502xZrvB631RiD7CjDD\nrbE0N1nZPXt9smkPDLmN8oUQQggh8px1W6LYsvcov054/UFXRQghAOmsP4q+A9rmZkCllDOwUGt9\nMDfjCiGEEELcD1XbvMvhE7F8ObyzbVE7IYR40KSz/gBprbs+gDJNwE+5HDMdkOUxhRBCCHFf/Pn1\nDScA3pXNc2+96JgQQtxvssCcEEIIIYQQQgiRx0hnXQghhBBCCCGEyGNkGrwQQgghRC552FfCvmv3\n4Lzt2jImAhUcbi0r14u6dx7V60EIkStkZF0IIYQQQgghhMhjpLMuhBBCCCGEEELkMdJZF0IIIYQQ\nQggh8hjprAshhBBCCCGEEHmMLDAnhBBC3ET4RxsIL+OXqzFHtnqYVsgS98vI+QcedBXyrPB8d98+\nI1sF2x2b/ffv37Z5Tr/L8j4+3IINaffkPZT7vrgbMrIuhBBCCCGEEELkMdJZF0IIIYQQQggh8hjp\nrAshhBBCCCGEEHmMdNaFEEIIIcQDtXvtIr7oUy/X4u1cM58v+zbKtXjiwYje+zcftC33oKshxAMj\nC8wJIYQQQjzCfvvmHY7u2oApNQlnFzdKVa5Noy6DcfXwtuX5a+GP/P37NEwpSRQpXYlmfT7AN6Co\nLT3lYhwrp4/h4NYIsrIy8fUvSodh3+OZz/9BnNJ/wtQRnXis4lM83eaVexL/0La1bFg0hbPHD6DN\nZgoWe5x67d+geNkwuzx/zppAfOwJnFxcKVO9EY06v42jswuZGen88eMoovf8TXLieYwe3pR7qgn1\nXuqPo7PLLctf+dNYNiz8gZavj6Fineb35ByFeNjJyPp/hFIqQikVdhv5ApVSS+5B+auUUr65HVcI\nIYQQ91aNZl3p++VShs7YRt8vfycjzcTSyR/Y0nevW8yG337kpaHf8db/NlCgaEl++eRVzFlZAGSm\npzF9ZFcMjs70+2oZQ6ZvoVX/z3A2uj+oUxK34XLKJao+25HXv1nBW//bQPlaTZn5US8uXogBLF/A\nzP7sNZ6o34bB0zbT89M5HN+3mbVzvgXAnJWJm6cvLw39jsHTt9DtwxlE793Eyp8+u2XZpw/t5vD2\ndXj4Frin53g3MjMzH3QVhLCRkfVHz0Bg8j2I+xPwKvDRPYgthBBCiHukYLHSdttKKeLOHLNtb185\nmyqNXiDwMct05Prt3+Cz7jU5sX8bQeWqsjNiAaaUJJ7rOQIHRydrzMdvWubpQ7v5ffL7XDh9jICg\nEEqG1rRLz0i7zJ+zviRq0wpMqcksLVOa6l1GkS+wOGAZdQ4IKkN87HGi923BJ38hGnZ5m8crP51j\neRlpl1k1Yxz7/17J170yqFWrFl9++SUAh7avY+FXgxk4aS0OTs4ApF1O5vOXn6bDsEkULxvG+61D\naNJjODsjFnDh1FH8g4JpO+gLxo9fyrhx40hNTaVPnz589NHVj0HnThxkxdRPiTn2D47ORirUbkrd\nF1/HwdGJxHOnmPBKA1q89inrF0zi0oUYigRXosVrn+DpW5Clkz/gRNQ2Th3YyfoFk/HKV5B+Xy3j\n6K4NrPzpM+JjT+Dg6ERAUBk6j/zfLd/jnFR8upnd9pPPvMTaOd9w5vAevPMHcikulqyMdJ6o3wZl\nMODlF8DjVcI5e3w/AM5GN+p3eMN2vE/BwlRu0I4ty36+abmZGeks+nYYTft8wLzxg26rrnv/Wsqa\nmeNJTUqgZGgtmvcdhYurBwCJ506zbMpHnNi/HSdnI2WqN6J+h4E4uRgBeL91CN1GzaRYmSqAZWr9\n9Pe7M2LOPuDqtZR47jTH9m6iVet2+NfswJKJ73Hq0G6UUvgULELrN8aSv/Bjt1VfIXKLjKw/YEqp\ngUqpvdafAdZ9QUqp/UqpmUqpKKXUXKWUmzVthFJqizX/JKWUyhaurVJqs1LqoFKq9g2KbA0sy1ZO\npFJqu/XnKev+8Oyj70qpr5VSXZVSzyil5mTbnz3fIuClXGsYIYQQQtw36+dP4uMOlfm0c1X2b15N\n7dZ9bGmx0Qco9NjV54adXd3xCyzO2WhLpy1672byBRbnt6+HMqZLNb5+rQkbF0+9YVmmlCRmjupJ\n2eqNGTx1E427DWXL8l/s8iz+7l0unD5Kj49n8+YPkZQpU4afR/chKzPDlmfH6rlUe64zQ6Zvplbr\n3swe04/Ec6dyLHPZ/z7m9KFd9Ph4NsePHyd//vw0a9YMc1YWpSrVwsnFlf1b1tjy7438HW+/ALsp\n4bvXLebFwd/w1v824OjkwrT3upCQkMCRI0dYs2YNY8eO5a+//gIso9JT3+1ESPWGDJy0lh6jZ3F0\n9wbWz59kV699G5bS7cMZDJy8jgzTZf6c9RUAz/YcQbEyVXi67au8M3M7/b5aBsCCrwZT9dmODPlp\nKwMnr+PpNn3ILWePHyD1UoLty5uAoDKUeuJptq2YhTkrk8Rzpzm45U9Cqja4YYxjezYSEBRy03Ii\nZn9FUPnqFA1+4rbqpc1ZHNn5F30+X0i/r5YReyyKIqVVogAAIABJREFUv3+fAVhG938e3Qd3n/wM\nmLiGHh/P5uT+7ayYPuY2z9pix5p5VHuuE0N+2krjps+zeuZ4vAoU4s0pf/HW/zbSot/Hdo+FCHG/\nSGf9AVJKVQG6AdWA6kBPpdSVO1cw8K3WugxwCcuoNcDXWusntdblAVegabaQjlrrqsAA4L0cyisB\nJGit06y7zgENtdaVgReAL29R5VVANaXUlXltLwCzALTWCYCLUsrv9s5eCCGEEHlFrVa9GDpzO69/\nu4oazbuRL6C4LS3dlIKLm4ddfqO7J2mXUwBIvZRA9N6/KVSqIoN+iKRV/zFEzpvI7nWLcyzr4LYI\nnIxu1GzZEwcnZwqXqsAT9Vrb0lMvJbAncgnP9XwPD5/8ODg506VLF5ITz3P60G5bvpCqDSgZWhOD\ngyMVn25GoZLl2RN5/ZN+ZrOZXRELqftSf7z8/HF3d+eLL74gKiqK04d3owwGKjdoy47Vc23H7Fgz\njycatLGLU6N5N7z8AnBycaVsjcYkJ15g5MiRODs7ExoaSmhoKFu3bgVgV8RC/INCCGv0Ig5Oznj5\n+VOrZS92rf3NLmaddv1w8/LFxc2D8rWbEnNk703fJwdHJxJiT5KSeAFHJ2eCyle7af7blXIxjl8/\ne52nmnfHr1AQAMpgoFLdlkTO+55RL4Yy4ZX6BDxWhkp1W+UYY9OSaUTv20K99gNuWM6Zw3v4Z+Ny\n6t8kT04adByEs6s7Hj75Ca5a39ZOpw/tJj4mmsZdh+BsdMPLz5+6L/Vn55p5aK1vO37ZGo0pUaE6\nSilcXIw4ODqRknCehLMnMTg44B8UjLu3fMQV959Mg3+wagELtNYpAEqp+UBtLKPUJ7XWf1nzzQBe\nB8YCdZVSbwNuQD5gH3Dlf8P51n+3AUE5lBcInM+27QR8rZSqBGQBpXM4xkZrnamUWgY0U0rNBZ4D\n3s6W5RxQCIjLfpxSqhfQC8Df35+IiIibFfNISE5OlnYQ95xcZ7mjfckUPA1JuRozIiImV+M9SHKd\n5Z5gQ9qtM91rgZD/yRC+GN2DLydNx2Aw4Gp0xc90lGBDgC2bTo2jqFsawYZo/NwUF/3y06X508AZ\nypb25GSdcM5sWUTb8ArXFXEgPorAAvkIcThu23cmwMh+Mgk2RHPk/AEAJg28Ok17rAKdmYl7/G6C\nDX64YeIxf3eCDdG2PMUKemOIP0ywIZpYwwWcySDYEM3ChfvIykincoAiwBBt+/3z9vbGI34PwQZf\nCjaoSv853+IXt5nU1BTOHovi3eHD8MoWv2y+TFt5scZkfL29WLdunS09PT2d3bt306B4CBvORXFq\n/3Y+61TlapuhMZvNBBuiOW+IBSA0nwm/KzFdU9h+OdFWhhsm8qsEu3McMnQ4v82bxaSBTfHy8qZe\noyY0adby1u/rTSTExzF65FCqVAqla+dWKGUpb9+eXfz29bsMeHs4oZWqkJR0icnffsGf37zGqwPe\ntouxdNF8Ni2Yw3sffExR/3Qg+rpyMjMymPLNW/Tq1YsK7ueB8ziRSaA6b3eO2WUZYjEYDFT2vYRl\n7Ar2uKZxyXSBYEM08fF78Pb2poLbOdsx3oUcmJmeRmDSLrx9fAAoqmJsZWQZYlFou3YuVfDqteRC\nGq90fZEFc35m3scvk5ZmomqN2rzYsRtGV9e7aGGL/9J9X9w/0lnPu679OlArpYzAt0CY1vqkUmok\nYMyW58r/8lnk/N5evib/G8BZIBTLLAuTdX8m9rMush8zC+gHxANbtdZJ1+S7fN2JaD0JmAQQFham\nw8PDc6jaoyUiIgJpB3GvyXWWO0Z+tIHwMrk7ovJSeHCuxnuQ5DrLPSPnH3jQVQDgZGY88XEX2Hu5\nIC6uHhQIKsO2wxfwejIIgPTLKZw5E4Mq/hQHzEG4B1Um8/BRDpiDbDEStBfJpNntuyLNN4SY83+w\nP6s4V57m2382jQwcOWAOIiW/JwCvfr0Sd+98AITniyEiPhCAA2ZIxcjRsyl28U+cu8jjlUM5YA4i\n1pyfdJw4YA5iRIvHcXByZkcsPOYfxEvhwSQnJ3Px4kWS81WwxPAJolSVcOat3owp+RLBVRsQ4xFK\njDlbu+hAlLW8K/GzX/s+Pj6UKFGCA+YgdIEQSlRMov2w7687/wNmSDRbPqYd1UW5YA6wi3nlnC4r\nNy5oX/s2LB5E44H1aKQ1J6K2MePDHqhiNShRofpN3tEbSzx3iukjhxBSrQFPdRnMQY3tE+jmw6sp\nWDwEtyfacQjAC0rX78KCLwfb1WntnG/ZtuI3On8wk9TCj3HAnENBQGLcKU6ePM6X48fa9plSLvHD\n998QuT2KVgPGXnfMSfNZNMquvDjtQ6p2tVwr+eK5ePEiey/74+Ri6UgfiTmFo7MLMZ6hxJoVzkY3\njlz2tr13/8TtsYuZipE4lc+2HWyIJsYzmOrdK1G9OyTEnmTWp69imr+Sui+9fueNbPVfuu+L+0em\nwT9YkUALpZSbdWp5S+s+gGJKqRrW1+2B9VztNF9QSnkA9vOzbu0g9iPu3kCM1toMdAIcrPuPA2WV\nUi5KKR+gfrZj1gKVgZ5Yp8ADWJ+dDyCnr1KFEEIIkSelXIxjV8RCTCmWUcu4M8dY+dNYipWpYlvA\nq3LDF9i2cjYxR/8hI83Eml8m4FuwCMVCLKPGlcJbkpqUyOY/ZmLOyiI2ej97IhcTUr1hjmWWDgsn\n3ZTKht9+JCszg5ij+9ixep4t3d3bjwq1m7J08vtcijsLWGZwRP29knTr1HuA/ZtXcXT3RsxZWeyJ\nXMKZI3spX6vpdeUZDAZC6zzPn7MmkBR/ltTUVAYNGkRISAiFS1W05avSsB07V89n97pFVG7Q9l+1\na2id5zlzZC87Vs8jMz0NbTaTEHuSwzsib32wlYdPfuJjrs4+yMpIZ+efC0i9lIBSClcPL5QyoAx3\n93H+wqmjTBnWgfK1nqNRl8HXpRcJfoKzxw9yZOd6tNakXkpg+6o5FCp5df2CFdPGsGPVXLp++NMt\nF1/z8gvkje//pM/nC20/nr4FqdfhDZ7pMeyuzqHw4xXJF1Cc5VM/JSPtMknxZ/lz1pdUqtvK9kVQ\nYMly7IpYSFZGOonnTt10PYUr9v61lISzp9Ba4+LugYOjE8pBuk3i/pOR9QdIa71dKTUV2Gzd9YPW\neodSKgg4APRVSk0B/gG+01qnKqUmA3uBWGDLHZaXopQ6opQqpbU+jGWUfp5SqjOWRedSrPlOKqV+\ntZZzDNiRLUaWdVG5rkCXbOGrAJu01vL3LoQQQoiHhmLnnwtY9r+PycpIx83Tl1KVaxP+wmu2HBWf\nbkZS/Fl+Ht0bU0oSRYMr8eLQbzE4WL7j9ylYmA7Dvmf51E9Y9dNYPH0LUqddP8rXfDbHEo3uXrR/\nZyJ//PAha+d8S0BQCGGNX2THmqsd9mavfEjkvO+ZNqIzyYnn8fZ0xz+4qt2q8U/Ub8OmxVOZ9Wlf\nvP0CaPfWl/j6F8mxzMbdhrJqxudMHtyWaUOyeOqpp1i0aBFTt1999KBkaE2UQWF086RExRo5xrld\nHr4F6PL+NFbN+JzVP48nM92ET4HCVGn0wm3HqN6sK799/Q6fdHoSr3z+9B47n31//cGKaZ+SmZGO\nu1c+wl/oR1C5qndVx78WTiYp/iybfp/Opt+n2/Y37f0+FZ9uRrGQyjzX6z1WTPuUxPNncHRyIajc\nkzzbcwRgWYV946IpODg6MXFQC9vxPvkL8eoEy9oBkfMmsmfdEl6dsASDgwNefgF2dVAGA67u3rh5\n3t1f/zU4OPLSOxNZ9uMoxveui6OTC2WqN6RBx6urzD/78rv89s0wPu1anQJFSlIpvCXLjn1807ix\nR6NYOf0zLicl4uzqTumwutR8vsdd1VGIf0PdyeIL4v6wdtaXWBeRy+3YLYEqWuvhuRx3ArBIa736\nZvnCwsL0lcVXHmUybVTcD3Kd5Y7wezANfmSr/850SLnOck9emQafF2WfBg+WP7f1WMWneLrNK7c8\ndmSrYLu2zf77d22bTx3RiZKhNe1Ww79V7Ov2yfv4UAs2ROf4+Ma/9V+674t/Tym1TWsddqt8Mp/j\nEaO1XsC9maq+91YddSGEEEKIvOr4vi2cObyXyg3aPeiqCCEEINPg8yStdTSQ66Pq2eL/cA9iTs7t\nmEIIIYQQ98Pkt9sQH3uCJj2G2xa1E0KIB00660IIIYQQ4qHS9YOfcjVezzFzb51JCCHuM5kGL4QQ\nQgghhBBC5DHSWRdCCCGEEEIIIfIYmQYvhBBC3ETEsKcedBXEI0JWi76xiIiYf9U+Nzr2XrS5vI8P\nt4iIGF4Kl/dQ5A0ysi6EEEIIIYQQQuQx0lkXQgghhBBCCCHyGOmsCyGEEEIIIYQQeYx01oUQQggh\nhBBCiDxGFpgTQghx/6XuzL1YbpVyL5YQ4r8tN+898HDdf3L73OHhOn8hHkIysi6EEEIIIYQQQuQx\n0lkXQgghhBBCCCHyGOmsCyGEEEKIPOXll1+ma9euuRava9euvPzyy7kWT9wf8r6JR5101oUQQggh\nRK756quvKF26ND4+Pvj5+dG4cWN27979oKv10FNKsX79+vta5pGjJ2n54kC8A2vjHVib6uGdycjI\nACD6+BmUUri7u+Ph4YGHhwdFihS5abzu3btTtGhRvLy8CAwMpHv37iQkJNyPUxHioSSddSGEEEII\nkWueffZZNmzYQGJiIjExMTRq1Ihnn30WrfWDrpq4A+fPx1O7YXdCK5TmxP6lxJ+K4Otxg3FwcLDL\nd+DAAZKTk0lOTubUqVM3jTlw4ED279/PpUuXiIqKIjU1lb59+97L07gjWVlZmM3mB10NIWyks34f\nKKVGKqXevEexo5VS+e8gv1JKrVFKeeVyPcYqperlZkwhhBBCPHxKlixJ/vxXP5o4ODhw+vRpkpKS\nbnjMlClTKFmyJF5eXnTq1AmTyWSXfvbsWdq0aUNAQACBgYH06tXLLp5Sii+++IJKlSrh6elJ3bp1\nOXz48A3LO37iDM+3G0D+YnUpWvoZBrz1GZcvW8ocPHwCz7cbYJd/TcRmvAJqkZJymYh1W3H0CuPn\n2X9QsmRJ3N3d6dy5M5cuXaJnz574+vpSvHhx5s+fbxdj4cKFVKlSBR8fH8qUKcPMmTNtaVOnTqVU\nqVJ8+eWXFClSBF9fX3r37k1WVhYAoaGhADRq1AgPDw/b1PAvv/ySEiVK4OnpSeHChXnnnXdueM53\natxXMyhWNJCRw/rg7e2Jg4MDYZXLYTDcffehfPnyuLu727YNBgMHDhy46TFpaWn07NkTHx8fChcu\nzPfff2+XPm/ePEJDQ/H29iY0NJQFCxbY0q60a3bZp9ZHR0ejlOLHH3+kbNmyuLm5kZiYyKxZsyhT\npgyenp74+/vTpUuXuz5nIf4N6aznQUqpe/kn9Z4FdmmtL+Vy3K+AIbkcUwghhBAPofXr1+Pj44PR\naGTgwIG89dZbeHnlPE4QGRlJ3759mThxIvHx8TRs2JDZs2fb0k0mEwMHDqRs2bIcO3aMf/75h1On\nTtG/f3+7OJMmTWLu3LmcO3eOcuXK0bx5c1tnN7vMzEyea/U6Af75OR61lE0R0/lr007efGc8AL26\nt+KPFX8RE3PedswPUxfQvt0zuLu7ApYR2IjIrezZs4eoqCiWLVtG9erVadGiBXFxcQwdOpTu3buT\nmpoKwMqVK+nRowdffPEF8fHxTJs2jX79+rFu3TpbGcePH+fs2bMcOXKELVu2MGfOHGbNmgXArl27\nAFixYgXJycn88MMPHDx4kCFDhrBkyRKSkpLYt28fzZs3v+P36kb+XLeVokX8ea7Va+QrUoeKVdsx\nc9bS6/JVq1aNAgUKEB4eTkRExC3jfvLJJ3h6euLr68vChQsZNmzYTfPPnTuXZs2aER8fz1dffUW/\nfv04fvw4ABs2bKBDhw588sknxMXFMXr0aF566SX+/vvvOzrXn3/+mTVr1pCUlISrqyudOnXim2++\nISkpiaNHj8pz8+KBkc76PaKUGqaUOqiUWg8EZ9tfSSm1SSm1Wym1QCnla90foZT6Qim1FeivlGqm\nlPpbKbVDKbVKKeVvzeenlFqhlNqnlPoBUNliD1RK7bX+DCBnHYDfsh2zUCm1zRqvV7b9ydlet1FK\nTVVKeSuljiulDNb97kqpk0opJ631ccBPKRWQG+0nhBBCiIdXrVq1SExMJD4+nvHjx1OtWrUb5p0+\nfTpt2rShYcOGODo60rlzZ6pWrWpLX7JkCQAffPABrq6u+Pr68uGHHzJz5ky7zvigQYMoVaoUrq6u\njBkzhiNHjuTYadu8dS+Hjpxg3CeDcHd3pXChgowa0Zcp039Da03Jx4rydM3KTJu5GICEhEssWPwn\nPbu1sovz0Xt9cXNzo1ixYoSHh1OiRAmee+45DAYDnTt35uLFixw6dAiACRMm0L9/f2rXro3BYKBq\n1ap07NiR6dOn2+K5urrywQcf4OLiQqlSpahfvz5bt269Ybs5OjqitWbfvn0kJyfj4+ND9erVb/a2\n3JELcYnM/20N3To151z0aj7/eCA9Xn2f9Rt2AJDfz4eNGzdy7NgxoqOjad26NU2aNLnl+gRDhgyx\ndYKvvGc3U69ePZo3b47BYKBVq1b4+Piwc6flb8ZPnTrVVq6joyPPPfccLVu2ZMqUKXd0ru+99x4B\nAQE4OzujlMLJyYn9+/cTHx+Pu7s7tWvXvqN4QuSWezmC+8hSSlUBXgQqYWnj7cA2a/J04DWt9Vql\n1AfAe8CVjrWz1jrMGsMXqK611kqpl4G3gUHW/Ou11h8opZ4DemQrsxtQDUsH/m+l1Fqt9Y5rqlcT\n6J1tu7vWOl4p5QpsUUrN01rH5XReWuuLSqmdQB3gT6ApsFxrnWHNst0af9417dEL6AXg7+9/W9+6\n/tclJydLO4h7Lk9fZ+bLuRfLkJh7scQdy9PXmcgTKlSoQPPmzUlOTqZ48eLXpe/evZvg4GC768jN\nzY3Y2FgiIiJYtWoVZ8+excPDw+44rTXz58+nQIECACQmJtrF8PLyYvny5aSnpxMbG4uDgwMRm2JY\n8+d+vLy82LInEbDcPy5ccsFkSmPhsv34+vpQ6+n6fDNpGtVrNWH+gkUULVKEpDRfIjbFsPOfOAwG\nA/uOpMExS3mXLl2yxL/md2HdunUkJCSwd+9eVq9ezZgxY2xpZrOZihUrEhERwf79+/H09CQyMtKW\nnpSUxMGDB+1i7tixg8zMTNv20KFDGTNmDN26deOxxx6jc+fOPPnkkzm/EXd431UGJ8qWDSF/YHnW\nbz2Pk3txwqpU5uvJv5NpsI7NGFzZsGEDYHmfy5Urx9ixY+nevfttlVGoUCHq16/P7Nmzc5xeb3vf\nsrWBg4MDmzdvxtvbm127dlG6dGm7dEdHR3bt2mVr18uXL9ulZ48ZGxsLQExMjC1PZmYmo0ePZubM\nmQwePJjAwEDatWtHgwYNbr/xhMgl0lm/N2oDC7TWqQBKqUXWf70BH631Wmu+acCcbMfNzva6CDBb\nKRUIOAPHrPufBloBaK1/V0pdWUKzlrXMFGtZ8631uLaznk9rnf2hsdeVUi2tr4sCjwM5dtaz1fEF\nLJ31F4Fvs6WdAwpde4DWehIwCSAsLEyHh4ffJPyjISIiAmkHca/l6essdWfuxXKrlHuxxB3L09eZ\nyBMyMzMxm834+fnleK1UqFCBtLQ0u7Thw4dTqlQpwsPDOXfuHMuWLSM6Ovqm5fj4+NhipKamcunS\nJRo3bsxTTz3F1KlTcXR0JLx6IM6E8OmYS1St6IObm2Va+4pV0RiNLrR4JgSlFDWrtGTixEmojNOs\nW7uGN/q1I7x6oKWg9NMopSzb1vuPLf415/fEE09Qq1YtypYtS9++fXnrrbdyrHt0dDSurq52x18b\nUylli3dFeHg4I0aMID09nYkTJzJ48GDi4uJwc3O7vpA7vO/Wql6ew0dPXj1vIH8+I8ULe17dd839\n18/PzzbT4HY4Oztz4cIFnnzySTw9Pa9Lz6ldjUYjZcqUITw8nNDQUFJTU+3SJ02aRGhoKOHh4cTF\nxTFt2jS79NGjR1OkSBHCw8Nt11TNmjVtK9lHREQwYMAABgwYQFZWFosWLaJ169Z069aNkiVL3tZ5\nCZFbZBp83pKS7fVXwNda6wpYRsKNuVRGZrZp7OFAA6CG1joUS8f+SjnZl2zNXvYi4BmlVD6gCrDm\nmny5OFwmhBBCiIfNxIkTOXXqFFprLly4QL9+/TAajTecCt+pUyfmzp3L6tWryczMZMaMGXbT15s2\nbWob7UxKSkJrzenTp+0WEgMYP348R44cwWQyMWTIEB577LEcy6waVp5SJYsyaOg4UlMvcybmHO9+\n+C3dOjVHKcvThU5OTnTt2Iw3Bn/OoSMnaN+uyb9qkwEDBjB+/HgiIyPJysoiPT2dbdu23XSa+7UC\nAgJs0+rBsgr7smXLSE1NxcnJCW9vb5RS/2oBuOx692jNps17WLj4T8xmM3+u3cKK1Zto0SwcgE2b\nd7N3714yMzMxmUxMmjSJtWvX0rJlyxzjnTt3junTp5OYaJnNcPDgQd5++21q1aqVY0f9dnTp0oV5\n8+axfPlysrKy+OOPP5g/fz7dunUDoFKlSpw7d44lS5ZgNptZsGCB3ToBOYmPj2fevHlcvHgRBwcH\nfHx8AK5bBV+I+0E66/fGOqCFUspVKeUJNAPLNHIgQSl15cGXTsDaG8TwBk5bX2dfgnId0B5AKdUE\n8LXuj7SW6aaUcgdaWvdd6wDwWLYyErTWqUqpECD7g05nlVJlrB17211Xa50MbAEmAEu01tlXbikN\n7L3B+QghhBDiEbBlyxb+3959x0dVpX8c/zwk9I50lO5PFFSUoqgIomJBBQHBBlZcFXUt2Na6sLrq\nWta2dtEFVBQE6yK6C4plVVCKoiygdJFeJWDI8/vj3AmTEAiEZDITvu/XKy+dW545GZ6cuefeU9q3\nb0+lSpVo1aoVS5Ys4aOPPsrurp5bp06dePzxx7n00kupUaMG48aNo2/fvtn7K1SowMMPP8zMmTNp\n0aIFVatW5fjjj88etxxz6aWX0rNnT2rVqsW0adN466238mxgpaen8+6ox1i0eBkNW5xK+2P7cUS7\nVjx473U5jhtwUU+mTp9Fn55dqVq1YI3JmK5du/Lcc89x4403UrNmTerVq8d1113Hhg0b8j85cs89\n93DnnXdmzxS/ZcsWBg8eTL169ahWrRqPPfYYo0ePply5wnm+c2T7Q3hl6L3cfMejVK5zNFffcD8v\nPzuYDkeEmel/nreYHj16ULVqVRo0aMCwYcN45513aNOmTXaMli1bcu+99wKhZ8BLL71E06ZNqVix\nIieeeCKtWrVi1KhRBS7j0Ucfzcsvv8ygQYOoXr06N910E8OHD88eu9+sWTMeffRRLrvssuzc6tWr\n105jujtPPvkkjRs3pnLlygwcOJCXX36Zxo0bF7icIgVlWvOyaJjZbYRG9jJgAfCNuz9oZq2Bp4EK\nwE/ARe6+2swmAoPcfXJ0fnfgEWA14el1O3fvbGb7AK8CDYDPga5AG3dfYWbXA7FBQs+7+9/zKNcd\nwC/u/ryZlQXGAo0JjfhqwN3uPtHMegP3A8uByUAld78witGb0H2/c6xLv5mVBqYDB7t7JjvQtm1b\n3527yCWVuo1KIiR1nqkbfImR1HkmJUZ+eWZmTJo0KUcX8TztRt2zceMmajfuwofvPMVRR+6gnkml\n+qcw692YVPr9d5HqNEkEM5sSm6tsZzRmvYi4+z3APXlsn0rOJ9ix7Z1zvX6LuFnb47avJDTQ83rP\nh4GH8yna84RJ7p53981Anv263H0UkOetzmif5dp8GjBqZw11ERERkVTg7vz9yREc1KLpjhvqIiJF\nTI31vYy7/2Jmz5lZlUJeaz0deKgQ44mIiIgk3LJlq2ja6jRq16rBG8MfyP8EEZEiosb6XsjdXy+C\nmG/kf5SIiIhI4SvMYZ21a9dgw7LPCy2eiEhBaYI5ERERERERkSSjxrqIiIiIiIhIklE3eBERSbwS\nOIOwiKSAvbnu2Zt/d5EUpSfrIiIiIiIiIklGjXURERERERGRJKPGuoiIiIiIiEiSUWNdRERERERE\nJMlogjkRKRF8xYfFXYTkk5mxR5+L1TyxEAsjIrtDdVouUX1mNU/UZyNFayffnfpelETTk3URERER\nERGRJKPGuoiIiIiIiEiSUWNdREREREREJMmosS4iIiIixeovD43guO6DCi3e3Q/8kxN73Vxo8aR4\nTPxsGqXrnlzcxRApNmqsi4iIiMgO3XbPUJq26UfVJj2oc+BZnHXRYBYsWpa9/6VXx5NW+yQqNzoj\n++fcy+4txhKXDE0O78fwNz4qsvhvvPUJB3ccQI3mPanRvCcdu13Hx59Nz/PYf330FaVqdeXSax/O\nsf32e4dy+HFXULb+qbt0c2Tr1q0MeWg4Tdv0o3KjMzj2tOuZ/v1PhfL7iJREaqwXMTOrZmZX7u5x\nZtbZzN4tgvJca2b9CznmwWb2UmHGFBERkeTQr8/xfDvhadb+PJafpwxjv31rc06uxnjTRvVYP//t\n7J9Xnv1TMZVWdtWRbVsw/o37WDXnTVb8bxRXD+hBt3NvY83aDTmOW7tuI9fe9hRHt2+5XYxmjevz\n51v6M6Dfqbv0ng8/NZoRb/yHj0Y/wMrZoznmyFac3OdPrN/wW6H8ToUhMzOzuIsgkk2N9aJXDci3\nsb4bxxWYmaUDFwOvFGZcd58B7GtmDQszroiIiBS/Fvs3pGqVigC4O6VKlWLWnIV7FPO98V/S8uhL\nqdzoDE4/9w5WrFqXY//KVeu45I8P0fDQc6nd4izuHnI/vy5bnb2/yeH9GPzgcDp2u47Kjc6g3QkD\n+frbWTt8v5Wr1nHBwAeod1Bf6h3UlwsHPsCq1eE9nxr6Dq07X57j+Lk/L6F03ZOZv/BX5i1YSqla\nXXn5tfG0PPpSKjU6nW5n38bqNeu5ZfAL1DmB06eaAAAgAElEQVTwLOod1JcnX3g7R4xJX8ygY7fr\n2Gf/XjRvdwEP/WMU7g5s6949csxEmre7gGpNe9D3kr9kN1rPOO8OFixaxoDrHqFyozM46axbAHht\nzAQOOuoSqjTuTt2D+nDhwAcK+C8A+zWoTb26+wDh3zUtrRS//baZhYuX5zju+jue5uLzTqZ5k/rb\nxbjo3JM4/aQO1Nynyi6956i3J3HFRafTtHE9ypQpzZ9v7s/K1esY895nOz1vR58TwPyFv9Kj313U\nOqA3DQ89l2tve4pNmzZn7y9Vqyuf/ve77Ne5u9Yf130Q1972FGf2v4uqTXrw+qixzFuwlJPPupXq\nzc6kRvOetOly5R7nvEhBqLFe9O4DmpnZVDP7G4CZ3WhmX5vZdDP7846OAyqZ2Sgz+9HMRljQxczG\nxoKb2YlmNsbM0szsJTP7zsxmmNl1eZSlC/CNu2dG5w6IyjHNzEabWYVo+0tm1jvuPTZE/33NzLrF\nbY8/7h3g7ML4wERERCS5vDL6P1Rr2oPKjbvz2LNjuOvGfjn2L1yynHoH9aXhoedyzoB7+Hn+LzuM\nNffnJfS6aDC3Xns2q+eO4eoB3Xl++PvZ+92dM/vfjZkxY9JzzPtmGBUqlOe8y/+aI84zL73L3++9\ngpWzR9Pr9I50O+d21q3fmOd7nn/5faxes56Znz/PzM+fZ8WqdfS/MjR0z+vdhbk/L8nR2H9hxDhO\nOPZwGu1XJ3vbm+9+yqR3H2b+tyOYt/BXjjzpGpo1qcfiGa/x4mM3cN3tT2UPD5g5az7dzrmdQVed\nxbIfX+fdV4bw5AtvMez1bd3at27NYvzEKUyd8DSz/juUb2fM4bFnwyXe2yOG0HDf2jz3yHWsn/82\nH7xxH7/9lkH/Kx/gifuvYt28t5j79ctccv4pO/13y8+CRcuo3uxMytbvxlkXD+HsMztz8EFNsvd/\n8J/JTPtuLoMG9t5JlF3n7tk3LOK3Tf1u7g7P2dnnlJm5ldPOvZ06tasz75thfDHuMT7/6nsG3fXs\nbpVr6CsfcPWAHqz5aQw9e5zObfcMZb99a7N05kiWz3qDoY8PonrVSrv/C4vsITXWi94twFx3b+3u\nN5pZV2B/oD3QGmhjZsfmPi469zDgWuAgoClwNDABaGFmtaJjLgJejGI1cPdW7n4wMDSPshwNTIl7\n/aa7t3P3Q4EfgEvy+V1GAn0AzKwMcDzwXrRvMtAx/49DREREUs25vbqw5qexLPnuNe66sV+OBt2x\nHQ5m+ifPsPi7V/lq/BOUK1uGrr1vZePGTXnGem3MRNofdgDnn3UC6elpdD2uLT1OOSp7/5Rps5ky\nfTZP3n8VVatUpEKFcvxhwIX8Z9JUFi1alH3cxeedTJtD/48yZUpz8zV9KV+uDO+O/3K791uydCUf\nTJjMQ4Mvp3q1ylSvVpmHhvyB9z/6il+WrqRK5Yr0PbMzL4wYB4Rx1f8c+SGX9svZEL79hvOoUb0K\n+9SoQreuR1C6dDoD+p1Kenoap5zQnurVKvHtjDkA/OPFd+h9xrF0P+Uo0tLSaLF/QwZe0j1HYx3g\nvjsuoVKl8tSpXZ3upx7FlGn/2+m/Q+nS6fw4eyGrVq+jYsXydOxw8E6Pz0/DfWuzeu4Y1v40hhcf\nG0Snow/J3rdu/UauvOkxnnvketLS0vbofWK6dT2Cf7z4NrPnLiYjYwu3//Ultm7NYt36nXeD39Hn\n9NU3PzL7pyU8PPgPVKxYngb1ajLk1gsZ+uoH290U2Jlep3ekS8fDMDPKlStLmdLp/LpsFT/NX0pa\nWhqHtGxK7VrV9+h3FymI9OIuwF6oa/TzbfS6EqHxviCPY79y90UAZjYVaOzun5rZMOB8MxsKdAD6\nA5WBpmb2OKEBPT6PePUIjfKYVmb2F0IX/ErAB/mU/V/Ao2ZWFjgZ+MTdY9/Ey4Dt+0eFsl8GXAZQ\np04dJk6cmM/blHwbNmzQ51DYMjOKuwRJZ8OmLD6eugefS/rEQiuLlFyqz4pI0tZpFWh5WBdOPfsy\nRo54gSpVKgOhEfPL9C1ABc6/8ApeG3s2z4ycTpvDD90uwtczllK+Us0c9VOpsrVYs2E5H0/NYOLH\nC9i8+XdqHtA37iynTJkyjB07llYtGpGxxdlMjRwxqlarySeTf6FBswzmL81k9fpQB878ITTwF66p\nxpLo+K1bawDw1sTFHNiiIu06nMigm+7gzN4X8s2309iUkUm1eofx8dQMli4NXarnr6jIb9H5y9em\nUa5CtZy/Q1pZvv5+LdXqZTDluyV8O3U6b7z96bbfwLOoVSv83tPmbKFUqVLMXFQOFoUYK9als+CX\njdkxM7Y4P87/Pcd73DvkTl4Z9Ra3DBlKvXp16dO7Byd06bRb/4J5M5oceCwXXjKQdVtq0L7d4Tz4\nyFN06HA067L2DZ/Dqq2kpZHn90r8570zR3XqwY/zNtCpx81kZGzmlJNOoGHDfdmUWTHPc/P7nP7z\n+RKqVKnC5NkGhP0rN9UgI2MLb038lerVqwEwdc4WtpbLyI7pvu33WLMhC0rvk/16w6YsevTuzz9H\njOTEs24nI2MznToexYBL+lO+8sQCfboiBaXGeuIZ8Fd3fybHRrPGeRy7Oe7/t7Lt32soodt5BvBG\n1K19tZkdCpwEXE54An5xrnibgHJxr18Cerj7NDO7EOgcbc8k6nVhZqWAMgDunmFmE6P36Au8Fher\nXBR/O+7+LPAsQNu2bb1z5855HbZXmThxIvocCpev+LC4i5B0Pp6aQafW5fI/cAesZufCK4yUWKrP\nikYy12lLlpYmIyODJrU20OrAWtvtz8zcSlqacUiz0nnWQZNa1WH8hCk59j2/ZQXVKpWiU+tylM/a\nl4crlGP13NGUKhU6gcbqM6t5Ir7iQ8qVMcqyKjuGu7N2zQqObVuPTq3LMWF8Oovmh3j7192XgUDD\n6mto3rQBAP+bGxrw3Ts3oF7dcnRqfTDPPlOfpfO+5KsvPuPSfidxfNvQ7XnegrIAHNmyLPvWD+8X\nHz+mXBmjRaPwOx/Wsi6Ht6zHkw9cnedn6BvLYEaO83PHrFCuVHa8mE6t2/HHC9qxdetW3h73Bb0v\nGsKFZx5MszzGkxdEmfQsyttyOrUux4UzprF23UY+GB9ycUPUU+L776fz8zfDcpyX1+eRt3Kc2P4K\n4AoAVqxcS8PW79DvzMPzPDe/z6n0lvrc/7d1tPs/qFAhHDN+9SrKlStD9851MDMqVSzP/vWzsmMs\nnrs+R8xqlUrRtP62z/njqRl06lCH7p2vAeCneb/Qo/9dfP7x2wx5cPhufJoie07d4IveesJT75gP\ngIvNrBKAmTUws9p5HLdD7r4EWALcTtTd3cxqAqXcfXS0/fA8Tv0BaB73ujLwi5mVBs6L2z4PaBP9\n/xlA6bh9Iwld7zsC4+K2/x/wHSIiIlJiZGVl8cTzb7FseZjcbdGS5Vx18+M0bliHFvuHeWXfG/8l\ni5Ysx91ZtXodA29+nJo1qnJkmwPzjHn2mZ358psfefXNCWRmbuWjj79h7PufZ+9v2/r/OLRlU665\n9R+sjCaeW7NmLa+NmZAjztBXPuCbabP5/fdM/vbEG/y2aTPdTjxiu/erX3cfunZuw6C7nmXN2g2s\nXrOeQXc+wynHt8ueYA1gQP9Tefip0bz/0ddcet6ejQW/8qLTGTl2Iu988AW//55JZuZWZs6av8Ol\n0fJSt3YNZv+0JPv1r8tWM/qdSaxdt5G0tDSqRWOo09IKdjn/z5EfMuenxWRlZbF+w28MfnA4CxYv\no0vH1gB88a9Hmf7JM3w74Sm+nfAUZ5zUgZ7djuGz9/+eHeP33zPJyNhCZuZWsrKyyMjYwubNW3b4\nnkt/XcW8BUsBWLh4GRdd/SAd2h7ISV3aFuh3aH94C5o3qc8Ndz3Lb79lsGTpSu6872UuPKcrZgZA\nm0P3558jP2TLlt+Zt2Apjzw1Ot+4I8dM5Of5v+DuVK1SkTKl0wv8OYvsCWVdEXP3lcBn0cRvf3P3\n8YTZ2L8wsxnAKKBy7uN2IfQIYKG7x7q1NwAmRt3lhwO35nHOv4Bj417fAXwJfAb8GLf9OaCTmU0j\ndLOPn61lPNAJ+Mjd42vj49g2fl1ERERKiH999BUHH3sZlRqdzpEnXUOF8mX5cNT9pKeHccwTP5/G\nEV2vpnLjM2h1zGWsWrWO8aPuo1Kl8nnGa960AW+8eAdDHhxO9WZn8ven38wxUVqpUqUYO+xu3J22\nJwykSuPuDLzmRibmaugO6H8qf/zTP6jRvCevj53Iu68MyZ61PrdhT91M5UrladHhYg486hKqVa3E\ny0/elOOY83p34ef5Szm6fUv2b9ZgTz4yWh3YhHdGDOHRZ8ZQv9XZ1DmwDxdd/SDLV67Z5Ri3XXcu\nI0b9mxrNe3Jq3z+RlZXFP158myaH96NK4+5cdfMTvPTEjTRuWLdAZfzf3EWc0OtmqjTpTrO2F/DJ\n59N595W/cNABjQCoW6cG+9avlf1ToXxZypcvS/24GxyXXfcIFfY7jXsfeZUJn06jwn6n0aLDtimQ\n7n3kVVodMyD79aJfVtC19y1UbHg67U68ikb71eGtYYOzG9a7Kz09jXdGDGbxkuU0Oux8juh6Ne0P\nb8GDd1+Wfczj9w1kzs9L2Gf/XvS99B4uOLtrvnG/nTGXzt0HRTk9gMMO2Z8bB55VoDKK7AnbnckX\nJHmY2RPAt+7+wm6eNwa4yd1nF2JZygIfA8fEZprfkbZt2/rkyZML661TlrqNFr5k7jJaXPa8G/yJ\nhVgaKalUnxUN1Wk55e4G3+Twfgy59QLOP+uEQnsPd6dZ2/785U8XcW6vLoUWV1LLzr479b0ohcXM\nprh7vl1K9GQ9BZnZFOAQwhP03XULYaK5wtQQuCW/hrqIiIhIshox6t9s2ZJJ79O1uI2IJAdNMJeC\n3L1N/kft8NxZwKx8D9y9mLOBQntSLyIiIpJItVucRXpaGi88ej1lypTO/wQRkQRQY11EREREUkru\n2cj31LIf3yjUeCIihUHd4EVERERERESSjBrrIiIiIiIiIklG3eBFpETQDK15SJ+I1exc3KUQkQJQ\nnZZLXH2mz0aKlL47JYnoybqIiIiIiIhIklFjXURERERERCTJqLEuIiIiIiIikmTUWBcRERERERFJ\nMmqsi4iIiIiIiCQZNdZFREREREREkowa6yIiIiIiIiJJRo11ERERERERkSSjxrqIiIiIiIhIklFj\nXURERERERCTJqLEuIiIiIiIikmTUWBcRERERERFJMmqsi4iIiIiIiCQZc/fiLoPsRcxsLTC7CEJX\nBdamUNyGwIIiiJtqn4PiFm1c5ZniJiKu8kxxExE31fKsKGMrbtHGTbVcU9zUjNvS3cvne5S760c/\nCfsBnlVcB1ieYuVV3NSMqzxT3ETEVZ4pbiLiplSepehnrLieermmuCkbd5fyTN3gJdHeUVwA1hRR\n3FT7HBS3aOMqzxQ3EXGVZ4qbiLiplmdFGVtxizZuquWa4qZm3F3KM3WDFykGZjbZ3dsWdzmkZFOe\nSSIozyQRlGeSKMo1SYRdzTM9WRcpHs8WdwFkr6A8k0RQnkkiKM8kUZRrkgi7lGd6si4iIiIiIiKS\nZPRkXURERERERCTJqLEuIiIiIiIikmTUWBcpAmZWw8zqFHc5pOQzs5pmdkBxl0NKNtVpkgiqzyQR\nVJ9JIphZbTNrt6dx1FgXKWRm9mdgAdAqem3FWyIpqaJcmw0cXdxlkZJLdZokguozSQTVZ5IIZnY3\n8B3QY09zTI11kUJiZn3NbDJQHpgInArgmsVRClmUa1OAssD7QIdouy46pNCoTpNEUH0miaD6TBLB\nzPqY2TdAJWAY0MDd3cwK3OZOL7TSiezFzKwW0AS43t0/MbOTgDPMrKK7byzm4kkJYmalgRrADe4+\n0cxaAQ+YWU13X1HMxZMSQnWaJILqM0kE1WeSQOmEPJtoZjWBSWa2r7sv2pOAIlIAZlYFKOvuy919\nOXBf3O46QE1332hmpdw9q3hKKSWBmVUj5NMcd/8deCpud21gFfB7sRROSgzVaZIIqs8kEVSfSSKY\nWXWgqbtPAXD3V+J27wN8AVQHCtxYVzd4kQIws5uAX4Hzzaxy3Pa06H/fBjqZ2f76EpA9YWbXA4uB\nq82sbrTN4rpUfQZ0AZrF9hVLQSWlqU6TRFB9Jomg+kwSwcyuBn4G7jSz5tG2UnH11lygNVAztq8g\n76PGushuMrMmQFXgMaAR0DK2z923Rn+kG4A3gUOKpZBSIkRPoCoA9wLrgM4Qxti5e5aZpbn7ZmAk\ncHxsXzEVV1KU6jRJBNVnkgiqzySBygB3AJ8DvQHcPSsao57m7pnAeKBvbF9B3kSNdZFdYGbNzax1\n9HI+8Ii73wykAceaWe3oOIsuLrKAaoQJcwp8N032PmZ2oJl1jCr6NcAThIvb1UBrM2sRHWdxFx7r\ngC3RduWa5Et1miSC6jNJBNVnkghmdrCZdTOzGtGmpwnDeGYBzczsqOi4Uu6+NTrmO2BlXK+O3abk\nFNkJM0szs8cIXabuMbPbgP3iJr55lbD8x2Fmlh7dTSsd3T1bAJwNBb+bJnuHWDdQM/srMBb4I/Ck\nmR3k7muii4t/AaWB48ysTJRr6dG+TcCZoFyTnVOdJkVN9ZkkiuozKWq2zZ+AMUAf4J9mdri7b4ye\nnn8F/ERYpq1s1FMo1sYuDxwZ13jfbWqsi+xcNaA+cCRwDaHLy99iO939c8J4lc7RPqIJcyA8PeiT\nwLJKioouUNOB5sBJhLyZD7wQd8wPwPfA/wENo22Z0X/vA05JbKklRalOkyKl+kwSSPWZFKlomI4T\nhkz0cfcLgAnAs3HHLCE02CsTchHCkB/c/Tmg256UQY11kVzMrJaZlYletgKqufs6oq5VQH0z6xt3\nyiOEmR7vMbOZZnYogLuvc/cMda+SHTGzhmZWMXrZnFAnrwJw978CVcxsQNwpw4BlwBAzW2RmHWM7\n3H2Tck3yojpNEkH1mSSC6jNJBDM7wMJM77Gl/zZG/2/u/hCwzsyuih3v7v8GPgXuMrOFwAlxx+9R\nnilBRSLRmKe3gJeAV6KueR8DDc3sTHfPjMbcPQpcGn8qocve8cBd7j4tPq66V0luZtbMzN4m5Npr\nZtbc3WcC+wHd4nLmj8CNcadWBS4HDiSs4zkpPq5yTeKpTpNEUH0miaD6TBIhrj57gdDd/WQPS/9V\nAtrGTXp5F3Bz3Hm1gdsJy7Vd5+5jYdskmXuSZ2qsy14vGlvXDBgFfOru3QjdV+6ODhkC3BR3ymRg\nsYWJc4zQXe9pdz/E3d9IYNElxUS5Vpswju5Td+9CWHvz8uiQ+4D7Y8e7+0fANDPrHG1qBbzs7q3d\n/fXElVxSieo0SQTVZ5IIqs8kEaI8qwIMBT5z92OAj9k2JOc54A9mVjua/2ASMD2uF0dN4HV3P9Td\nRxVq2VyrYshezMzSgVeAfwLz3X1GtL018Br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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "\n", "import matplotlib.pyplot as plt\n", "import matplotlib.dates as mdates\n", "from matplotlib import pylab\n", "from numpy import arange\n", "\n", "pylab.rcParams['figure.figsize'] = (15, 9);\n", "fig, ax = plt.subplots()\n", "plat_labels = []\n", "\n", "# Annotate at max x value and plot in order by platformtype name \n", "xpos = max([dr[1] for dr in list(plat_start_ends.values())[0]])\n", "for ypos, plat in enumerate(\n", " sorted(plat_start_ends.keys(),\n", " key=operator.attrgetter('platformtype.name'))):\n", " plat_labels.append(f'{plat.name} ({plat.platformtype.name})') \n", " for bdate, edate in plat_start_ends[plat]:\n", " ax.barh(ypos+0.5, edate - bdate, left=bdate, height=0.8, \n", " align='center', color='#' + plat.color, alpha=0.5)\n", " if plat_depl_dur[plat][0] == 1:\n", " fmt = '{:10d} deployment {:7.1f} hours'\n", " else:\n", " fmt = '{:10d} deployments {:7.1f} hours'\n", " ax.annotate(fmt.format(plat_depl_dur[plat][0], plat_depl_dur[plat][1]),\n", " verticalalignment='center', horizontalalignment='right', \n", " xy=(xpos, ypos+0.5), fontsize=13, ) \n", "\n", "ax.set_title(Campaign.objects.using(db).get(id=1).description)\n", "ax.set_ylim(-0.5, len(plat_labels) + 0.5)\n", "ax.set_yticks(arange(len(plat_labels)) + 0.5)\n", "ax.set_yticklabels(plat_labels)\n", "ax.grid(True)\n", "plt.gca().xaxis.set_major_formatter(mdates.DateFormatter('%m/%d/%Y'))\n", "plt.gca().xaxis.set_major_locator(mdates.WeekdayLocator(byweekday=mdates.MO))\n", "plt.gca().xaxis.set_minor_locator(mdates.DayLocator())\n", "plt.gcf().autofmt_xdate()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Django Shell-Plus", "language": "python", "name": "django_extensions" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.1" } }, "nbformat": 4, "nbformat_minor": 2 }