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@greglandrum
Created January 15, 2019 09:52
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Show_Ph4_Features_in_PyMOL.ipynb
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{
"cells": [
{
"metadata": {},
"cell_type": "markdown",
"source": "Inspired by: \nhttps://iwatobipen.wordpress.com/2019/01/14/visualize-pharmacophore-with-rdkit-rdkit-pymol-chemoinformatics/\nand\nhttps://nbviewer.jupyter.org/github/iwatobipen/playground/blob/master/viz_p4core/display_pharmacophore.ipynb"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "from IPython import display\nimport os\nfrom rdkit import Chem\nfrom rdkit import RDConfig\nfrom rdkit.Chem import AllChem\nfrom rdkit.Chem import PyMol\nfrom rdkit.Chem import Draw\nfrom rdkit.Chem.Draw import IPythonConsole\nIPythonConsole.ipython_useSVG=True\n",
"execution_count": 1,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "suppl = Chem.SDMolSupplier(os.path.join(RDConfig.RDBaseDir,'Docs','Book','data','cdk2.sdf'),removeHs=False)\nms = [x for x in suppl]",
"execution_count": 2,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "v = PyMol.MolViewer()",
"execution_count": 3,
"outputs": []
},
{
"metadata": {
"trusted": true,
"scrolled": false
},
"cell_type": "code",
"source": "v.DeleteAll()\nv.ShowMol(ms[0])\npng=v.GetPNG()\ndisplay.display(png)",
"execution_count": 4,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": "<PIL.PngImagePlugin.PngImageFile image mode=RGBA size=640x480 at 0x7FEBFF64C128>",
"image/png": 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gOO5xx7+Hj4a9YiGEEKOJBEAhRpgLV0JNUg1/tqxg9IuhYZjG8O7f4Pg3nYG7/hr2qoUQQowmEgCFGGEmtFZu/7BMMMzS8a+GG8z+c4Pj33xBjn+FEEI8dxIAhRhhGupOcPxrGmiahut4OK6PXXX829kd9oqFEEKMNhIAhRhBzl4KNanh419MQ8MwdHxv+O0fhaI6/r397rBXLYQQYrSRACjECDK5PTj+jQwf/2LoOq7n4TiV4c+l2z+EEEKI50oCoBAjSGN95faPUvOHaepomlbp/nWD4988dPWEvWIhhBCjkQRAIUaIxfOhtkYNfx5+/GvgU+r+9XFsdfybycCtd4S9aiGEEKORBEAhRoipk6q6f8vHv6r+z3WD2z9cKAbjXwbTYa9YCCHEaCUBUIgRoqlBHf9GI5XdP9M00DVN3f4RNH/YRcjloKc37BULIYQYrSQACjFC1Nao7t/K8GcwDT04/h3e/ZvJwq69Ya9YCCHEaCUBUIgR4MpLIZWEWCSo/yt1/xq6uv3D9VT3b3D8O5SG1RvCXrUQQojRSgKgECNAc1NV968Z7P6ZOpqu4zourqNu/7CLkMtDX3/YKxZCCDGamWEvQIjx6J/eDm3NUFsLyTis3RTc/jFs/IsBgON6uMHtH4UiZLNwoCPkBxBCCDGqSQAU4jT422tg8kSor1VHu/GY6u6NRCBigmlpRCydaNQikYixc29/ufvXNMEwS8e/XjD+Bexg/MtQBh58POwnFEIIMZpJABTiebjyUli2CBoboCYJ8bia31e6wcOyNCxLIxoxicejpJIJkskE0VgUTdOwizbZXI5MJseXvtnLwjnBv2tWmj90Xce2HVX/FwTAXB76B8J+eiGEEKOdBEAhnsbkyV8nEpmEYTTwkX98KbGYCmkRSwU1y9KJRAzisQiJZJxUMkE8HsMwDBzXJZfLk8lkyWbzdHb1UezoxrGrxrk44Dhql7B8/GtWbv8Agu5f9XUFWx3/Hu4M+YURQggx6kkAFOPWxIlfIBKZhmk2Yxh1GEYSTYuj6zF0PYquRzCMKJFIjBvv8Pn+l6aQSMQxLRPf88kXCmQzWTLZHP39Q3R29mFXBbxSyLNtdXdvsaiOcPMF9ZHLQSanagCjURUqTaN0+4eO7/lq+LPj09psEos6JONQk4K7Hgj71RNCCDGaSQAUY1Zb24eIxRZgmi2YZj26nkLXE+h6DE2rBDzLihGLmSQSkAhu4oDgvt2sCmq5nMeBg0co2h6O4wcfQcArhbwg4BUKkCuo49psVs3sG0rDwBD09sPQEGzbpb7HuWepD8cFz1f/P13XMHSdlZddCLGlQA+HNz/Ejh370DQbTYOvfRY+9Nkz/5oKIYQYGyQAilFtypRvY1ntmGYDul4T7OKpHTxNi2IYEUwzSiwWHRbwdF3t0OVyKqTl89DdncdxCniejefZ+L6N7xfx/SKeV2D7bkeFvNIOXh6yORXw0hkYDALe4BBs2nZy63cc9Wvk8motUQs0zcX382x4YjVLzrKh5izaF15OxHqYLVt3o2kFdB2+8Xl4ci388ubT+QoLIYQYiyQAilFnypRvEY3OwDBqARPft2lpuawc8OJx1UjheSrYlXbx+vqKdHUVcF07CHXVIa+A5+XxvDy+n8PzsrhuBs9L47qDuG4/d9wDfQMwMAjdvXDo8At/ltUbYOpkaKxXTSS6Dj7g+y6e34f71FqWLbXRms6hac5lLLUsNm3ajqbl0TQ4/xx1f/APf/7C1yKEEGL80FA/b4QYFaZPv55odBam2YKu16BpBr7v4HlpbPswtbXn4bqVcOd5xapdvDy+nw+CXhbPKwW8IVx3ANftw7a7cZxOHKebXG79KVv3314Dk9qhvq4yFiYWVQ0l3/gBzJwG7W3qPuD6WlXnl4hDIq7T1Jhi8eL5RCasBDRyHY+xfv1mevtyDA35dPXC1h3wnetP2XKFEEKMcRIAxagxefLXiMeXEolMxjQbiUTqiccjFAoO+Xw/jtNDobALXY/ieTk8LxPs4pUCnvoa2z6C6/aRyTx5ytb2iitg4VxoqK+Et1hp7p8FlqnGwkQiJol4lGTVWBhd07j2XVuYPBEmtEJzgwqKlRCo0dCQZOGCOSSnnAvEcLueYM2aDXT3ZhhK+/T0wo498PXvn7JHEkIIMYZJABSjQmPjddTWvpxYbB6W1U4k0sysWQlWrIBt22DDBpt8vpNi8SCZzBP09d1IOv3wKV3D+94FzY1QW6OCWTxWPfcvGAtjGcTjERKJOKlUgngshmEauI5LLp8nm8mRyebI54sUbVeNhXF8HBe++QOY3A4T2tT3qa+D2pQ61k7ENOrr4sydN5OGmecBdTCwijVPraWze5ChtE9vH+zeB1/+zil9bCGEEGOQ1ACKUcE0m4PGDgNQQ5ITCWhvh+5uMAwLMNA0C8Ooe17hrzIWpgnDqEPXk0HXsGooecUVE7EiBrHg9o5UKkEiHseyLDzfp1AoBAEvy8BAmq6uYCxMEPBKc/9OOBYmD+edDY+uAtdT9YueB74XdAf7Pj45tm7ZyWzboWXeeVC3grMutFj/+Cp0rR9d89F1+Lf3wxe/eWpffyGEEGOLBEAxKhhGPZoWAXTAw3EK7N4dY2hIjVUpFjP4voPvu0/7a6ixMPMxzRYMox7DOH4sjK6XxsJYJJNq9y0SAU2D62/x+PcPTiKTzZHL5enrH6oEvOqxMHYl5B0796/UNTyUVs0kpa7h7bsr67xwJbhuEAB9FQB9H3zfx/cLbN++B9t2mLj4XIifxdJLImx69AkOH+5F0zx0HT7zYfjcf53u3xUhhBCjlQRAMSoYRi2aFkPTLDTNRNN0XBc6OyGXy+E4aTyv9DHE3Ll3o+s1wS7e8WNhotFYuWs4FquMhanuGj7RWJi16zuwnWAHr7SL9zRjYUoBbyh98mNhAB55UnX3DtsJ9NVuYCkE7tq9H8dxmLp8JRiLWHRxBPOxxzh4sFOFQA2+8DH41JdP22+JEEKIUUwCoBjxamtfHgS5aBAADXTdQNdLAcnF992g6zeL4/TR0vJi4nGtPBbGNI8fC9PfX6S7u4DrFoN/tzQWplDuGj52LMwTaysBb2ioMhamqxc6jpy6Z35slRoQXdoJ9MoBsPRRZM/eQziOw8wVNjCHeedbmE89yv79h9E0F02HL30CPvGlU7cuIYQQY4MEQDHiRSKT0PUkmhZF00zAQNdNNA08zw/Cn1MObcuXf1Jds5Zx6O8vnMRYmFy5a7h6LIzj9OI4pbEwXeRyG/na987ccz+xBs5ZVtkJLNUDVkKgzf4DR3Ccx5l7rg36AmatsLDMR9i95yCa5qBr8OVPwce+cObWLYQQYuSTAChGPMNoRNfjaFokOP5VO4AAnuccEwCz7N+/Iwh6haodvOPHwjhOP67bjW0fwXH6yGafCvlJj7dqHSxfrHYCXe/4ukB8h4OHOnEefYKF5xQhtpSpyy/Dsh5mx051dZyuw399Bj78ubCfRgghxEghAVCMeKojV9X/QSUA+n718a+D5xXwvAwDA3fieYM4zgCu24NtH8V1e0mnHwn7UZ6XtRthyYLhx8HDg6DL4cO9uI8HV8fVnkX7osuxrIfZum0XmlZE09TVcU+shl/dGvYTCSGECJsEQDGiJZMXYBg1VQ0glfq/SgB0yrV7njfEwYMfDXvZp9yGLapJxTu2MaT0gcvRzj7cVZWr45rnXsYSy2LTZnV1nK7D+SsgmYQf/SLsJxJCCBEmCYBiRItEpgb1f5FhAVDTSjti1Q0geVx3IOwlnzZbdqjxMp5X1SE8rCbQw+8aZPWaDSxebBOdsJK6GZeyPGKxfv0WdC2HpvkYOvzt37Rxw2+Ohv1IQgghQiIBUIxoltWKrseDDmBzWAAshT8o1f/lcJzusJd8Wu3cqz4uvxA8t3IcXNkR9PD9Idat28zCok1q6rkkJl3MikiENWs2oGkZevpmsWv/J5kyZYgDB94X9iMJIYQIgR72AoR4JoZRHzSAWCdoAHGrGkBU/V+hsDfcBZ8h9z8C+w/BocPQ1aPG0QwOqfE0maxPX1+GjZu20bfrYSCN2XI+K889G91czp/u/xED6UtJJs9h2rQfhP0oQgghQiA7gGJEO7b+TwVAPaj/c4DS8W8Bz0szOHhn2Es+Y/76GFx83vC6wOG3huTYslVdHdc6/zyofy17Oj9A3gbLGkDTNEBn+vSfsHfvO8J+HCGEEGeQBEAxYqkB0KnyAGg1/690/Ht8A4jrDoW95DPuoceHXx03vCYwuDpuxx4GhmrZ0fFT6prgggvgiSfq6O5WAVDTDGbM+Dl79rw17McRQghxhkgAFCOWGgCdGNYAoj7Adb3g+Le0A5jDdXvDXnIojr06zveqbg3Bp1A0uOF3H6RnCM49FxYvVvcbP/poLUeP6oBGLKYzc+aN7N59bdiPI4QQ4gyQAChGrBMNgDaM4Q0glfl/WWx7/Ha1Hnd1XLAb6LoGf33iE6zd8iIikTyOE8O2Ye5csCx45JEUHR0amqYDOrNm3cyuXa8P+3GEEEKcZhIAxYhlGHVomgqAYHDiAdB20AGcobf3l2EvOVRPrIFzllbdGuLDo6v/lvVbX45hDFEs+nR0+Dz6aJxiERYuVDuBDz2U5MABtROoaQazZv2BXbteHfbjCCGEOI0kAIoRKZk8H8Oo1P9pmhkMgNbKDSCVAJjH89JhL3lEWLW+cnXc7n0XsHPfpZhWF77vAx6+73P0qMcTTySxbVi6FC6/HB5+OM7evTr5vNoJnD37dnbuvDrkpxFCCHG6SAAUI1IkMi0YAF2Z/1ep//OHNYB4Xh7H6Q97ySPG2o0wc3ojg0NTiET34ePj+x7gYRg+4NPd7fPUUylsG5YvL4XAKDt3NpHPqyPhOXPuZHDwzxw9+o1wH0gIIcQpJwFQjEiW1YKuJ9D1CE83AFoFwPExAPq52r23l2RyD66nlZtlwKv68Ont9VizppZiEVasgMsuA8uy2LatmWxW7QTW1V2NYdTR0fHZMB9HCCHEKSYBUIxIhtFwwgYQ3wfXPfYGkCzF4t6wlzziZDJP4nkF1KxEFQDVTSFqFxB8+vp81q+vw7ZVh/Cll4JlGWze3EI6rXYCU6nLmDz5K2PyjmUhhBivJACKEUkNgK7U/2maXm4AqYx/caoGQP8l7CWPSLncenK59dTXv57qIFjaBfR9j8FBn02b6rFtOO88uPhi1Ryyfn0zQ0MapeaQKVO+xYED/xLq8wghhDg1JACKEedEA6BL9X+lDuDSDSC+n8d1B8Ne8ojX338z9fWvxfcdqo+CDUMFwaEhj61bG7FtOP98NSzasmDNmiYGBtRxcCJhMG3a/7Jv3z+G+ixCCCFeOAmAYsSJRCYGA6CjVfV/ZtAAcmz9Xx7X7Qt7yaNCf/+t1Ne/umoH1QuaQ9RxcCbjs2NHA46jc9556kg4EoGnnmqgr08dB2uazvTp17N37zvDfhwhhBAvgARAMeIYRlO5/g+GN4BUB0DPKwYDoI+EveRRo7//D9TVXY2qnzy+MSSX89m9ux7HMTnvPDjrLBUCH3+8np4edRwMcnWcEEKMdhIAxYhjGLVoWqyq/q/SADK8A7gQDID+VdhLHlUGBm6ntvblwxpDVD2g+sjlfPburcO2I5x3HixapI6DH3usLrg6Tu0Ezpz5a3bvflPITyOEEOL5kAAoRhQ1ALoGXS8FwNLun1bVAOIE9X8FXHco7CWPSoODf6a29srgtSzVVFZ2AwsFn4MHa3HdGMWiujouEoFHHqkJro5TO4EzZ/6O3bvfEO7DCCGEeM4kAIoRJRKZWjUA2ioPgNb16gHQbnkAtOsOhL3kUWtw8C5qal4cNIZUB0BVE6iujvN47LEEtq2ujrMsePjhVHB1nNoJnDXr9+za9ZpQn0UIIcRzIwFQjCh1tSa6ET1uADScqAFEBkC/UEND95JKXcqxNYGVY2EvuDpO3RqyZIm6NeShhxLs3avuD1ZXx93Gzp2vDPFJhBBCPBcSAMWIcsm5v6WxYRX5wnl0919KT995FJ1aoHL/rworqv6vWNwT7oLHgHT6r8CFVTuBLpY1fEyMujquhmJRNYaoq+Ni7NrVRC6nmkNmzryJ3bvfGOajCCGEOEkSAMWIUpO0mdy+jdambdTW3ICuN5ItLOVw59ls2zWffQen09VTQ7FYGgB9V9hLHhPS6UdIJu0TXBtXuTWkt9dnzZpabBvOOUeFQMuKsGVLA7mcjWW1M3Hi5+jo+EyYjyKEEOIkSAAUI8Z5Z0M8DhELDAMMHZLJAdpan2TapCdYPCfPUFqn42gTu/c1s2VHhAMHwl712FG5Os47waxAdYVcf7/H+vXq1pCVK2HBAtizJ0o+b6LrUSyrPezHEEIIcRIkAIoRo7kJYlGwTDAN0A3QdR1N0/A8F8/z8XGIx47SWH+U2lTYKx57hl8dd+ytIWonUF0d18DQEOTzkM/ny2FR1QQKIYQY6SQAihGjLgXRCJim2gHUdQ3D0NEA1/VwPXBdsG3IF6C3P+wVj12Vq+PcqnBXORIeGvLYti2G73s4ThbPK31kQl65EEKIkyEBUIwYyaSaNWeZpSNgFQB9VAD0XF8FQEftPN3917BXPLb1999KXd2rynMCS8fA6p82rmsBfjCOpx/X7aFYPBTuooUQQpwUCYBiRFg0DxKl+j8TdF3tAOq6hud5uK6P64HjQNGGbD7sFY8PdXVXMzDwR1TntYfqEi5iGCnUXx+lANhLobAXFRSFEEKMdBIAxYjQ1hLU/1mq/s/QwTA0dE3HcV0VAj1wXCgWIS0njWeEZbUybdr/UlvbzrZt/4zvFzDNdDCsOwK4wX3MR6mtfTFbtqwMe8lCCCFOggRAMSI01EE0Wjn+LdX/oR1f/1cowMBg2Cse+2pqrsAwGtH1KI5jk8/vxHH6iUQmous1aJoVHAUPMnHiJ8lkVoW9ZCGEECdJAqAYEWqqG0D0SgcwDK//cxzVANJxJOQFjwOJxNkYRi2WFaNYzDNx4mfZtu0SUqmL0PU4vu8zbdoPqa+fxuBgB7Z9OOwlCyGEOEkSAMWIUKr/M4c1gGj4vo/rVXYAizbk8vDUurBXPPZFo9PQ9WQQAHtwnC4A0umHAZg9+3Z0PYbv+3hejnx+W5jLFUII8RzoYS9AiPPOhnisUv9XaQDR8Ty1++dVNYBksmGveHwwzTZ0PR78PuQoFitTtxsb34Jh1GOaMWy7gOsOceTIf4S4WiGEEM+FBEARuuZGiAUB0Cg3gKgB0Kr7t3L8WyjCUDrsFY99qdRFmGYjhhHDcRxcN0M6/Wj587HYPAyjBsuKYdt5HKcvxNUKIYR4riQAitDV1qj6v+MaQCjV/1Ge/1coQI9kjdMukViJYdQFO3x5XHeAvr5flz8fiUxG15OYZgTXzeE4UpQphBCjiQRAEbpUMAC60gCijn99n2D8i49TugEkD/c8GPaKx75odDq6nsKyYjhODsfpHvZ502xG12MAeF6OQmFnGMsUQgjxPEkAFKFaNE/V/0VK8/+GNYB4agewqgEkmwt7xeODZU1A1+MYhoHn5bHtyg0fDQ1vwDAaMIwYtl3EddN0dHw2vMUKIYR4ziQAilC1tQQNIOXjX7UDqGn6cfV/RVsGQJ8JicRZGEYTuh7DdR08L0M2u7r8+VhsUVX9Xw7XlTN5IYQYbSQAilCVB0CXbwDRMHQdTSPoAAbXq9T/9csA6NMumbygqv6vgOsO0t39o/LnS/V/lhXBdfPYdmeIqxVCCPF8SAAUoUpVD4AOdgANQwe/dAOIX24AkQHQZ0Y0OhPDSGFZ0aD+r2fY502zFV2Po2laMB5md0grFUII8XxJABShSsYr9X96uQFEw/P9cv2f46gGkFweVq0Pe8Vjn2W1o+txTNMKdvg6yp+rq7sa02xA16PYto3npTl06BMhrlYIIcTzIQFQhObcs6oGQFfdAFIaAF2u/3OhWJQB0GeKaar6P89z8bwsudzG8ufi8aXoeqX+z3H6w1uoEEKI500CoAhNS1Ol/q/6+FfXNDzPV/f/epUB0IMyAPq0a25+F4ZRj2Go+39dd5DOzm+VPx+JTA3q/6I4Tr58PZwQQojRRQKgCE1tTRAAqwZA67oOWqn+75gB0L1hr3jsi0bnoOspIpEYjpPHdYe/6JbVesz1cPtCWqkQQogXQgKgCE0qAdFy929p/p8aAK3q/4IGEBtyBbj3obBXPPZZ1kR0PVFV/3e4/LmamheV5/85jo3nZTh48MMhrlYIIcTzZYa9ADH+XLACVi5X/7tU/zesAcTzcD2vPP/PlgHQZ0zphg/P8/G8LPn8tvLnEolzyuNh1PHwQIgrFUII8UJIABRnzCuugHmzoLkJalOQTKjGDsMY3gDiOC6e66sOYFfV/8kA6NOvsfGtw+7/9bwhjhz5cvnzkcg0dD1JJBIlk+mV+j8hhBjFJACK0+51r4CZ06CpQdX9JeMQi6n5fy3NKgTqwfGvxvD6v1IDyIAMgD7tYrF55Rs+CoUMjjP8hg/Lagvq/4yg/m9/SCsVQgjxQkkAFKfNta+FaZOgsQFqUpXgF4lAxNLUR8SkpTlCb18GXdfxqdT/OUH9X74A174G/viXsJ9obItEJgX1fxFyuR5suzJ1O5W6CNNsRNdjOI6D62ZIpx8JcbVCCCFeCAmA4pR72xth8kR1zVtNChJxiEUrwc+K6EQjJrGYhWVZaJpGS7NOsWjj+76qAXTVDmDRhlwOZk5P8eNvpHnXB8J+urHLNFvQ9Tjg43k5CoWd5c8lEivQ9crxsOsO0tf3m/AWK4QQ4gWRAChOmXe8CSZOUMEvlVTBLxpVR72WpRGxdKJRk2g0QsRSf/Rsx6FQsCkUHGzbDXYAfWyH8sfrr45ywSuuJZu7ge/8h817/zXc5xyLGhreGMz/iwb3/w5x+PDny5+PRqdjGKr+L5vtx3G6Q1ytEEKIF0oCoHjB/v6tMKEV6muHB7+IFRz1RnSiUYtoNIJlGfg+FG2HQqFIoehg2x62HYQ+W+38FQpq8HNPHxw6XOCJO2/iije8ieIvf85XPu3z0c8/+7rEyXvdy2/i0gtuYuqkCPmCw/s/O/y83TQnoOsJDMPE83LY9sGQViqEEOJUkAB4kt71rnfxspe9jHQ6zTvf+c6wlzMivPvt0NoSBL8ExONqty8S7PhFI0YQ/CxM08T3/WC3z6ZYdCjaHo7jU7RV8CsUVL1f6di3bwAOHFK/tmUNUPfYfVx1zdXYv7qNT30QvvD1sF+BsaOlCeJRiEQsBoeKvPnVL+Gz/6U+N3cW+Lq6Hs511fVw2ezqcBcshBDiBZEAeBJe+9rXct1117Fy5Uo6Ozt58MEH2bp1K3//938f9tJC8d53qu7duhq14xcPOnojFlgRjYhlEItZRCMRDNPA8zzy+UIQ/Fy14+f42LYKe4Ui5POQy6uO4HRGfRzthlXroLNb1RCaxkGamxu54sXnYttP8J53wHd/EvarMTY01KngDiqIdxytfG7RPHjFi1/K1CkmmgZ79jn840fCWacQQohTQwLgSZg5cybRaJR4PM7s2bOZPXs2ra2tPPDAA2zdupV//Md/DHuJp90Vl8Di+dDcqIJfMqlCWeWoVydSteNnGEHwyxXIF9WOn2375aPeYrES/LJ5yGZhKA0DQ+rYt+MIPLZKfe+9B6CuVoXMhx9Zz6tfewVnnzWDor2HrTvhngfDfW1Gu4tWqmadSESnaDtk8/CDn1U+P7Et2N2NmgwNFRgYCm+tQgghTg0JgCdh1apVLFmyBNd1aWpqYtGiRcydO5e5c+fS1tbG/fffz+bNm/nnf/7nsJd6yr3qpTBnBjQ1Hj/DTx316sFRb4Ro1ELXdVzXJZfLV+34+djBUe+xwS9TCn6D6q7fH/z3YmpSKW7/82M8+Bj89w/VOm6+XQ2PjkTgT7fdxyve/EZ6e/t52xv7JAC+QLOmQyKhAl6hYB83dLupUQV90zQpFvN094SyTCGEEKeQBMCT8MADD2BZFhdddBHz5s2jt7e3HATnzZvHvHnzaGtr47777mPjxo28733vC3vJL1hr6/tYMGeQC1f+H7WlUS6xUkcvVR29FpFIEPwcl2y+Kvg5Hnapvq9U41cKfhkV/PoHobsXDh6Gt/8NPPrYRl796hex4uxZ2PYu9h+CW/6k1vTTG9XtIRHL4+6bbuYlb/xb0ulf8P2vFPinj4b7eo1mrS3Bbm7EJJ0u0nfMDW91NaqZx3M98gXYtS+cdQohhDh1JACepLvvvpu7776bl73sZVx44YXDguDChQuZP38+8+fPp7W1lXvuuYf169fzgQ+MvqF1bW0fJhabh2W1UXT6aW78DTWpXNUoF41I1CQWjRCJqBl+juOQywU1frba8XMcyjt++VLwy0E62PHrH4CuXth/EDZuVd97yYJgh+9P9wc7fH289uW95QAIqubvI/8MluXw0G2/5rLXvpn8jf/HNz7v8YFPh/OajXYNdSrYa5pGoQhHOiufe+WVqs4zGtUpFG0yWfjdbeGtVQghxKkhAfA5uvPOO7nzzju56qqruOiii5gzZw49PT00NzezYMECFi5cyMKFC2lra+Puu+9m7dq1fPjDHw572c+qvf3fiEZnYZqtwTy4GtLZeQwMrWRi24NVw5sjWJaJBtiOWxnlUnSHNXaUgl8uCH6ZLAwOqeDX2aOC35Ydw9dww29Ux2/E8rnrt7dw5TVvY2joV/zvV/PDmg7ufUg1nlhmlnX338bLrn099s9/xxc+5vOpLyOeg3OWlo7WNWzHJZ+H/6lqrJk8sVT/Z5HJFBhMh7dWIYQQp44EwOfpjjvu4I477uDqq6/moosuYvbs2eUgOH/+fBYtWsSiRYtoa2tj6dKlrF69mo9//ONhL/s4Eyd+lkhkBqbZgmnWo+spdD2BrsfQ9Sg79l3HuWc9QSxqYZaGN9tOcMxrU6ye4Veq76sKfumMmufX16+6efcfhO27n349//NT+PC71Q7fg3+8kUtfo3b4vvkFl/d/Sn3NqvVqVyoWA9PsorFxHa+8+jJs+34+/G74r++d9pdtzJg3Wx2rR6Mmhfzx9X/Njep42DINikWfnt5w1imEEOLUkgD4At1+++3cfvvtvOpVrzouCM6bN4/FixezePFiJkyYwFlnncWTTz7JJz/5ybCXzaRJXyQSmYZpNmMYpeAXLwc/w4gSicQ4cPg6csWfkkptp1iszPB7plEu5eA3BL39cLQL9h2E3SdZO3b3Xys7fGvv+wMvvfYNFH/+W774rz7/9h/qax54FFIpdXRprt5BS0szF5y/ENvezFvfAD//3Wl76caUtpZSbadFXzZH/+Dwz5fq/3zfJ19Qv49CCCFGPwmAp8gf//hH/vjHP/K6172O888/f1gQnDt3LkuWLGHRokVMmDCBc845h8cff5zPfvazZ3ydkyZ9hUhkchD86jCMFJpWCX6mGcWyYkQiBqYJ+WIdjzz1Rl50wb9RLJQaO44JfgU1uDmTg3S6EvyOdMKeA2qY83OxdpMaS6J2+LppaFjFK1/1YhznHj72Xvjyd9TX3X4X1AUh8O57HuOV172Khd09FO2jEgBPUmO9ev10XadQ9DnaVfncy15UCtk6hYJNNge/vDm0pQohhDiFJACeYrfccgu33HILb3zjGznvvPOYNWsWPT09tLS0MHv2bJYuXcr8+fNx3SnMn38VQ0P3c+jQx077uiZP/jqRyCRMswldr8Mwkuh6HE2LYRgRDCNGJBIjEtExDPA81bVbLOb562NXM3vqd0gl96ngVzwm+AXDm0sz/I4chYeffGHrffDxUvMBmOYuWlqauejCxRTtjbzzOrj+V+rrfnmLCimRiM+dN93Oy659CwODv+NHX8vwdx964a/bWLZkgRrtE4moRp58HjZsqXx+6iRIxNTxcC5vMyjz/4QQYsyQAHia3HTTTdx0001ce+21nHvuucycOZPu7m5aWlqYNWsWDQ2LmDkTDh6cQk3NpQwO3kNHx6k9Gm5qehuJxAosayKm2YRh1KLryeCoN1re8YtE4kQiGrqugl8+72PbeRyngOsWyedreOiJv+Hic79avq6tFPyGMsEMv2B48+On8IawO+6tDIC+994neOW1V7O4qwfbPlwOgKCGFifiYFku999yI5e/7q3ksv/Ht7/k8L5PnLr1jDXz55Tq/ww1/y8L9z1c+Xxzo9qFjURM+gcK9PaHtlQhhBCnmATA0+zGG2/kxhtv5C1veQsrVqxg5syZPPjgAN/73nwuvzzBNde08+tft3P48FRqal7E4OCfOXz4Cy/oe7a0/BPx+BIsqx3DaMQwao4LfpalavwsSwU/14VczguCXxHPK+J5BXy/gOfleWLdS5nQcguJ+M5hw5u7e+HQYdWYcTr8+la1ExixfP588x28/E3XMTBwKz/+Rpp3VU3Z+fN9QQg0Czxx50285JprKf7il3z5kz4f+/fTs7bRrr21dI2fxcBgnoFj6v/qg+vhfF/t+D7Xo3whhBAjlwb4YS9iPPnbv/1bdu26jO7uBUQi7SQSE3jJS2LMmAG//jV0dh6kUNhLf/8fOHr0q8/p125tfT/x+AJMsw3TbEDXa4OO3ni5sUPt+MWwLMrBr1h0KRbzuO7xwc/zcnheBtcdYvKEu1m24LsMDnl096pAsG7zaXqhjvH//h6WL4JpUyK86PVv456bbmDbTpv3/Gvlay5cAS9/McybBcuXTWHusiX8/sY/8eRa+OI3z8w6R5PPfUTd8zuhLcXho2kefQq+/n31uRdfDG98JUyfogZ+7z1QHBa4hRBCjG6yA3iG3XDDDcANtLS8l1TqPGx7Nn/4Qzup1ARe+tIoEydO5sYbJxOJTKO+/pX09f2Wzs7vPOOvOWHCx4hG52BZrRhGQ7DjlwiaO6IYRiRo7IhiWaBp4DiQzzvYdgHHKeD7pfCXx/fzeF62HPxcdwDX7WPbrhQDgwsoFjaxefuZeb1K/vuH8PH3gWkVefzPv+WKN76J4i9/wVc/7fGRz6uveeSp4MaSKJjmAZqbm3jR5Suw7af4p7fD9//vzK55JJszs1L/57pq/t/2XZXPT5usXkt1PZzDkMz/E0KIMUUCYEi6ur5DV9d3aG39fyST52Lbs7j55nZqatp5xSssGhqm8JvfTCESmU59/Rvo6fkJPT03DPs12ts/RTQ6s2p48/AZfoZR6uiNYAa/044DxaKNbRdw3QKeVwzCXyX4uW4GzxvCdftxnF4cp4ti8SD5/FaOHNkUwqul3PdwaTzMILWP3MtV11xN8Zd/5NMfgs9/TX3N3Q9CXXCzxUMPr+PVr3sJy5dNo2jvkwBYZfH8oP4vour/Mlm47a7K51ubS/V/FoNDRfr6Q1uqEEKI00ACYMg6O/8bgLa2D5JIrMS2Z3LjjROoq5vEK19pEI9P5aabphKNzqCp6e1s334F7e2fJhqdjWW1YBh16HrNcTP8VPCzjgl+xSD4lY551T/VMW8Wz0sHO379uG4vtt1JsXiAfH4rudy6EF8l5fHVkEiUdvgO0dzcyJUvOQ/HeZz3vQu+/WP1db+7DWqSqjP4T3+8h1e8+Rr6+gb4yTf7ecf7Q32EEWNiW2WHb2iocFyHb30QotFUN/ihI6EsUwghxGkiAXCEOHr06wC0tX2EZHIFjjOTX/yijfr6ybzmNRqaNo2bb55MOv054vHlWFbbccObKzP8TExTFe+rsS0FbLsQHPFW1/ip+j511DtYteN3lEJhP/n8ZvL5Lc+y8jPrvoegvkaFk0ce3cBrXvNizj5rJkV7N/sPwe//rL7upzdCMgkRy+Pu397MS655G+nML/jelwu8+/RP3RnxmhqDIdqmSaGYp6vqho+Lzg0CtKVjFx2yefjRL8Jb63jznve8h3nz5lFTU8OmTZv4r//6r7CXJIQYg/SwFyCGO3r0q+zefS19fb8jk3mM7u7V3HDDQf7wB7jmGoNodC6WNQHTbMU0GzHNeiKROhKJelKpFImEia6rXZt0Ok8mM0A+P4jjDOE4g+V6PsfpwraPYNuHKBT2UijsIJfbSCbzCP39t9Lf/7sRF/5KbrkDVm9QY2duv/1+Zpx9DnNnN/K6q4Z/3Xevh6274PBRm4dvu5EXve46pk/V+dpnQ1n2iFJXqv/zPPKF4be0zJqmdlqjUZN84fjr4cTpM3v2bJLJJJZloWkakyZNCntJQogxSnYAR6gjR/6TeHwJ9fWvJh4/C9vu5Ktf/TOJxNnoehLDSBKJpIIdv8rw5mNn+FWOefP4fi6o8UsHO359OE4Ptn2EYnEPAwN/CvuxT9oNvy2Nh/G46ze3cOXfvI10+ld8/6t5/ukjla+77yFVN2iaGWoe+BMvf9PrsG+4mc991OczXwlv/WF65ZXBkO2qGz5+d1vl863N6jWLREzSGan/O5Pa2tqIx+NYlgVAPp8PeUVjy2tf+1puvfXWsJchxIggAXAEy+U2kMttIJk8j9ral2EY9YCJpplomkEqlSiPcsnnPYrFE8/wqxz1Vge/bmz7MIXCbgYH73q2pYxI//NT+PC7wbIcHvzDjVz22uvI33gD3/i8ywc+rb7mqXWq2SEWBcvspLFxA694xSXYzl/54D/C1/831EcIxeT2YP5f1CKdOb7+r6Fezf/TdI1CAQ53hrLMcam5uZlYLIZhGPi+TzabDXtJY8Y///M/s2DBAl7zmtewZcsWvvKVcfoOUIiABMBRIJN5nEzmcSZP/jrg4fsOvm+TzztomlYe5VKq8avU91Vm+HneII5TCn4dFAo7GBp6IOxHe8Hu/mvQGWxlWXPvH3nZta+n+LOb+PeP+3zyP9XXPPCouls4GgFz1XauenkL5587H9veypteq4ZNjyfNjUEgtgzue9inJgWf/bC62eW+R4LXytKwbYdcXsbnnEl1dXXlAGjbNoODg7zzne/kLW95C1OmTGFwcJAVK1aEvcxRZ9asWdTU1BCLxZgyZQrFYjHsJQkROgmAo0hpF0917KYoFDI0NNSRyQw+bfCrrvkrFg9RKGwnnX4k7Ec5ZdZuUoElFgPT6KahYTWveuWLcJx7+eh74CvfVV93211q7l00Anfd/QivvO7VLOjppWB3jpsA+ObXQ1MDeD7s2AMHD2eYPR3icTUU3HHU7mAyUZn/J/V/Z1ZNTQ2RSARNU/czd3R0cOmll9LS0sKcOXMoFArceOONXHvttWEvdVTZtWsXnZ2dNDU1EY/HmTRpEl//+tf54Ac/GPbShAiNBMBRRO3k2YCL76sPx4EZMyYwMACHDz9aNcNvoGqG3yHy+S1ks0+F/QinxYOPl2rawDR30drSzEUXLMa2N/KON8FPfq2+7pc3B3WDEZ87f3sbL3vTWxgcvIkf/FeWf/hwuM9wOrzhamhtUcE3lSgd+6rXKWKBZYFpqPBsGBqu65NMQG8fRKIWmb4c/YPP/n3EqTF9+nRSqVS5AcS2bbZv387SpUvp7+9n79695PN5+vv7w17qqLRx40bq6+uJx+PU1NTQ1tbGv/3bv/HFL34x7KUJEQoJgKOI5w3h+wV836EUAl3Xx/c1TBOSyUUUi33Ydifp9KPYthrenM2uCXvpp90d90JdrQo399z3BK+69moWdfdQtA+XAyDAD34GyThYlsv9t/yGy1/3ZnK/uYFv/bvDv3wyvPWfCq+4Aia1q9chlajcihKJqsAXscA0VegzTRX6TEOjri5Oc1Mj/QODdHUPouGzeVuWxno4IvV/Z8yxDSDFYpGGhgZWr15NTU0NPT09DA4O8o//+I8hr3R0evLJJ2ltbS0fBc+cOVNqLMW4JgFwFHHdAXw/j+/bQR2gh+M4eJ4a+KzrqjlE0yxSqQsYGnqAbPZXYS/7jPn1rZUdvj//7g5eft11DAzcyo++nubvqk567rxfHXtaZp4n/3IzV/7N31D8+a/4j3/z+ddRtBlwwQp173FDvXruRDzY5YuoJg7LAsushD7D0DBNFfosyyASsYhELKZOmUjr/JfAwEZWPbkGjX7QfPoHoKEu7KccP1pbW4nH4xiGAUA2myUejxONRtmwYQObN28mk5Ez+Rdi/fr1NDc3k0wmicViTJ48mW9+85u8//3vD3tpQpxxEgBHEdcdCMa5FMtHwJ7n4LoWhgG6bgBG0CUcDbqGx5cf/ULVsFmWy703/5YXv/4tZHM/4ztfsnnvJ9TXbN6ubrpQN4r0U/f4Q1z9+pdh/+bP/Ou/wH98K9xneCalOr7amqrAF4VocKRrWdWBjyDw6ViWgWWZRKMq9FmWVQ4amWwWOAJ1SznnApO1j69CO9qHpnloGnzmQ/C5r4X73ONBQ0MD0WgUwzBwXZc77riDlpYWIpEIhmHgeR49PT1hL3NUO3DgAJs2baKhoYFEIkFNTQ0TJkzgM5/5DJ/73OfCXp4QZ5QEwFHEcbrxvFwQAJ3gCNjBcdSOlmGUdgBNNC2CYdSEveRQ/PcP4ePvA8ss8Nifb+Ilb7yW4i9+wVc+5fPRL6iveeRJdRSsxsPsp6WlicsvPQvbXsM/vBV+8PNwn6Hkja+ElmY1uDn5dHV8JzjWNS2DiGUSiZhEIxGsiIVpGmhoeJ6H7TjkcnmKRZui7eB5jzNrxQpILmT5RQbrH3uKjsM9aKgQ+LmPwGe+GvarMbbV1NQQjUbRdZ1isVgeCG0G9zkWi0X+/Oc/h7zK0e+pp56ipaWl/HrPmjVLdlbFuCQBcBTJZB6ntvZlQcdvpRnEcUDTUD/gNfWh6xF0PRH2kkNz38PBeBhzkLpH7uMV11yN/avb+NQH4Qvq1j3u+mulbvCvD67lNW+4kmVLp1C0D4QWAK9+CUycAPW16iq7REyF1GhUhb2nq+MzLR2rKvBFgsCn6zqe5+M4DtlsTgW+oo1tu9iOh+t4OK6P43Tguo8z9zwXovNYepGJ/ugTHOroKu8EfuFj8Kkvh/O6jAepVKrcAfzd736X9vb28o6g7/uk0+mwlzhmrFq1iubmZlKpFB0dHUyZMoVvf/vbvO997wt7aUKcMRIARxnPS+P7RcAJjoBVAAQVCDTNQA2LtsZ1AHx8tToijUbBNA/R3NzIFS8+F9t+gve+E75zvfq6m25TY2QiEZ8//eFuXvHmv6Gv7w5+/I0B3vWB07/Oi8+D2dNVHV9NUMcXO+k6PhX4IhGLaCSCaZkYuo6Pj+O45PNFisUixaKDbTvYjhsEPnBdH9dVQ8RdD3zfZv+BI3juE8w/1wVzFosvMTAeeZwDBzpBc9E0+OK/wr/9x+l/Xcabc845h2QyiWmaaJpGbW0tlmUN6wi++eabw17mmNHZ2Vk+Co7H46RSKSZMmMAXvvAFPvWpT4W9PCHOCAmAo4zrDlU1gpQ6gT18Xw8aQYxyI4iux2hqejs9PeNzku99D6udtGgEHnl0A6959Ys5+6wZFO097NkPt9+tvu4nvy7VDXrc/dvf8ZJr3kYm83O++59F3vPxU7+ut7wemhpV8DxVdXye62IXbTK2TaFoYxdV4HMcLwh7lcDnuGrmn+OAHbx58H3wfYcDhzpxH3uSRSsciM1jwYUmxmOPsW//YTRUCPyPT8C9D8Ndo3+O+IgxYcIEvPz95AcS/Md/7GTWrFnl3T+AXC4X8grHntWrV9Pc3ExtbS2xWIxZs2YxefJk3vKWt/CLX/wi7OUJcdpJABxlXLc/uObNRu0CeriujetGhwVAtQsYxTSbw15yqG65o7TDB7f/6X6ufssb6O3t542v6isHQFA7gh99D1iWzcO3/YYXv+E6Cr/8Gf/1GY8Pv8Da8De+ClqbVONGqY4vFlVrOrk6Poto1ArqwVQdn+upDvByHV/RPmHgc0qhryrw2Q7YNhSLUCiqNfh+abUOHR1deE+sYsk5LiQXMPf8i9CNx9i79xCa5qBpcMUlqi7xptue6cnFyTLd23HzkBuAlpZLiEQiRCIRdF3HdV1+/etfP/svIp6zv/zlL7S0tJBKpcq3hFx44YUSAMW4IAFwlHHdweCmj2J5HqDrurhuKTyYqE5gK+gEljkeN/xW1dNFLI+7fnMLV/7N20inf8n3v1Lgnz5a+bp7H1bHr5aZpuaBP3PVda+heMMtfPbD8Nn/Ovnv98orob3tmDq+2Mk0bqg6vmjEDAKAagDQNQ3Pr9TxFQo2RVvV8TlVdXyuFxzpOpVdvmMDX9GGQgHyBcjloW8A2luDHUBKO4Euhw/34D6xmuVnO1C3mNkrL8IwHmX37oOAjabBuWernctf/O5U/46NPzVJ9WdD1yGRSAxr/igUCiGvbmzbtGkTjY2NJBIJUqkU7e3tfOlLX+ITn/hE2EsT4rSSADjKDA7eSU3NpVWzANUoGMdRO0qqE1ivagRJhb3kEeF7P4UPvRssy+HBP9zI5a+7jvyvf8Y3Pu/ygU+rr3lqrdqhU+NhjtLUtIWrXn4xjvMQ/+/vVXfxiVx6AcyapkbLnIo6Pl3XoVzHlz+mcaO0y8cJj3XtYKevaKvQVwh2+QpB4Mvl1Z2/6QwMDKp/1/PU9XB+9Qcu/tFeVj+1lrPOctEalzLj7IsxjUfZsXMfmmajAWctVs/20xvPzO/jWJVIqD8nP//9uUyYEC3v/nmeR19fX9jLG9PWrl1LU1NT+Sh45syZTJo0iX/4h3/gBz/4QdjLE+K0kQA4CrlutnwjSHUjiOoE1o8ZBZMMe7kjxj1/LXUGZ1lz7228/E2vx/7ZTXzhY365u/WBR6A2pcLbE09t5eqrLubclXMp2tt5w9Xwu9vV173lDWoe33F1fBEViJ6xji9iEo0cX8fnum4Q9kqNGza2453csa6tQl9ph69QhHwesnnI5lTgGxyEnj7o6oWDHZXX5eJzVQj0veoACPgeflc/q1atY9kyF6t1OVOWXYxhGmzbvgdNK6JpsGQB/P1b4YcjZHTOaDNvltoltkw1CqbU/AFq9Mvtt98e8grHvnvuuYfW1tZhR8Fnn3122MsS4rSSADgKlTqBjx0F4/uU6wArx8Bx6upewcDAn8JedujWblKBTe3wddPQsIZXXn05tn0fH/ln+Or/qK/7419UvV40Anf+5WFe9ZbXsqCnl7bHu/n4+05NHR/BPL7j6vhsF8f1cB0f1/PLYe+ZAl+xOPxYtxz40tDXrz527Hn61+WhJ+DClerPjxd8EHz4ePj+IGvWbGDpUodY+9lMXHQxhmGwdesuoICmqaPLd78dvjc++41ekLYWtWP8g5/BrLl6efdPRr+cWdVHwclkkvb2dr7yla/w0Y9+9Nn/ZSFGIQmAo5CqA8wPOwZ2XQffN8ujYKo7gS1rUthLHjEefFxdm6ZC4E5aWpq58IJF2M4m3v438H+/UV/3i9+p+3T3HfRZs+EW4jGYP+cEdXzVx7onWceXyeSOa9yo7PJxwmPdYxs3qo91szl1rDuUhv4B6B2ALduf2+vyyJPqajnPO+Yo2EftBPpDrFu3mUWOS2rKObTNvwjTMNm0eTualkfT1A509YgdcXLq69Sfq9oaKGbugtpL0bS52HZRRr+cQevXr6exsZG6ujri8TgzZ86kvb2df/mXf+Fb3xrB1wMJ8TxJAByFXLfvmFEwHq7r4LomhnHsjSBRTLMx7CWPKHfcC7W1avfunnsf59VvuppF3T0Ui0f4v9/AyuVqPl97a6WD+Gnr+EwdyzTUAOaoRSQSUYFP18H3cdzhdXxF28Up7fJV1fFVH+vax+7yPU0d31Ba1fH19sOGLS/8dXn0KTjv7BOEQMD3PfCH2LBhCwtdl7rpK2iacwFLTYONG7eikVM7gRq8/+/hm09TLymOV/ozFguGfRczf8XJ/pVMNuyVjT/3338/bW1t5VtCpk2bxkDvmrCXJcRpIQFwFHLdofIOIJQ6gR1cV/0AKQVAMNH1CIZRG/KKR54bby11Xvrc8bs7uOq66xgYuIUffi3Dmg0wsQ2aG1UX7zPX8UWwLPNp6vhsNYDZdlWX7tPU8R3buDEs8JV2+UqNG0Oqjq+zCzqOnvrX5fHV4J8VHAV7x3QH4+OTYePGbSxwXBpnr6R+xvksNwzWrd8CWhbw0XT44D/B179/6tc3FiUT8Ns/QmO9epOha2o495HOsFc2Pm3atImmpiaikQKFvv8i5u/l4++D//x22CsT4tSSADgKDQ3dQ03NZcPuBC41gkSj1aNgVCOIdAKf2I9+oRo4IpbLvb/7LS9+w1v4+tXXs2i+2pVJJqAmpRMJBjA/XR2fbas6PjWAeXgdX/V4FsdR/ywFvmPr+PLH1PFlgjq+3j41rmXnM9TxnUpPrIEV3vE7gaUk6PtZNm/ZwVzXpXXeSlJTz+Ns02Tt2o1oWgZN89E0+Mh74KvfPTNrHq3mzKg0EanaUfUy2zas3hD26sanjRs3Ul8XwctsZNKEItOmNtHarPOuN3v8+Jdhr06IU0cC4CjleZmgE7hyI0ilE1hD1/WqADh+r4R7Nt/6EXz8fWBZBR6743e0t6nav4gFpgXJRJSGhtryFV2+7+E47vA6PtvFcap3+Ri2y1cd+Eqhr1THly8E3bpVdXx9A6pxY8uO8F6Xp9YF42FOOCLGB3Js3boL13VpX7iS+MSVrDANVq/egMYQmuaja8jOyTN4zcvVvMi/3A8tTcHun65e8yHp/QjVQw+vpiYaXCd5tJdpU9vI5Y+EvSwhTikJgKOU66aDG0HUEbAKgD6+r52wEaS+/rX0998a9rJHpPuCAdC33TXA3FnB0OgIaIDremiaRj6frwxgLjqqceNp6viGBT7nmAHMxUrgy2ZhKHNq6/hOpdUbqo6CvWNrAn18P8/27XtwXZfJS1ZitZ7DuStNnlq1FroGyzuBn/h/8KX/DvtpRoaXvQimTAzufk6pNxur1lcaijTUn5n7Hwl7pWL7btWgk4j5dHb20j6hjn97/wBf/GbYKxPi1JAAOEq57mDVDmClE9jzrGAUTPWNIDEsa2LYSx6xHl+t3ukvXahmAMZjpcYPdcTb2dUbNG74x41ncY69daNqAPOwY90cZErjWYagp1eNpRnp1m4Er2pYtDfsSNjH9wvs3LkP13WZtnwlWtNyVp5nsurJ1Rzt7EfDx7Itvv+iafzTfTvDfpxQXHwuzJ4BjQ3qz1cyAfG4avr4wtdhyqTKLSCer0oAZK5i+HbtVdcd1qQgGi1SW5ukpcngn/7W5fs3hL265+9tb3sbP/vZz8JehhgBJACOUupO4BN1AlsYRuVOYE0z0fUoptkQ9pJHtEnt0FBXuQkkYoFl6pimge/7DKXdymiW6pl81QOYq+fx5YJ5fFkYGlI7fL396ofKaLN+i2pKcE8wIkYdBxfYtfsArusx85wVULeEcy4wWPP4KjoPDTBj9xxcu5Gfn1XDW9eMn47Kt7wemptUiEgmK7MjS6OETKvS+KF27dWbirf/DRztUlcK3nZX2E8xvq3eoI7nUwmIRvqZPn0CufzhsJf1nLz85S9n3rx5tLS0UFdXRyKR4KqrrmLbtm187nMv8KJzMapJABylXHcAz8sd0wiiOoFLjSDqSjg1CkbXa8Je8oh12QXQ2qze6Zd3/0wNyzLQNI1i0cGyNHr7/eMHMAdHurkg9JUCX2ke39YQ6/hOpU3bVPD1jmkOoRwGi+zZexDXdZlz7gpILuSsCyz6vz2E15GgP1JEA3519tlct3p12I9z2lzzKmhtUfdAp465B9qyqscJaUQsg298weJL38xh6OrfLxTVv+e6ahSRBMDwbd+tjuzjcZ8jR7qZ2F7Ppz7Yzxe+HvbKnt7f/d3f0d7eTkNDQ/l2k1gsRjweJxqN8qIXvYgf/lBmNY13EgBHqXT6r9TUvGjYjSClTuBYDEzTKo+CUY0gciXc05kxTf3ATiRUeFZXuekYho7reti2h237RCx1hVrpWLfUuJHOBIGvHzZuDftpTp9tO9WO53GNIcHnfWz27T+M6z7B/HNdyL2C+jodJjwOR4+iaRq6pvGbc87hb1atCvVZTqVXv0yNDSrfBR3sIkeDneRIMDRcvanQiUQtYrEI8Zi68/ern3NYetnlQJTeXRtYv2ELnpfHdeHzH4VPfyXsJxzf9uyHutrSLUI2Ww+9mfPPP5/rr3d45zvfGfbyALjmmmuYPn16+U7jeDw+LPSV6piz2Sy9vb3ccMMNdHbKnKHxTgLgKOZ5GTyvAJzoTuBjG0GkE/hEXnY5tDQes/sX3OYBmprj53gUi6o2yzRh+xbVuNHTB+tGQR3fqbR7n/p40UWqMeTYDmF8mwMHj9C2vpsGH5g9GwyTxsceQz98GA3V6HDTihW88amnwn2YF+Cll6tmjsb6ysig0n3Qw0KfpWGZOpGIQSwWIRaLEY1GME0Dz/MoFm1y+QJbHnmYBSvPpnHWAubkcmzZugvPs5ngwiffD//+zXCfd7xbu1EdBT+16Sw+9rFLWbFiBS0tLcyaNYvLLrvsjK/nkksuYenSpbS1tVFXV0cymRwW+CzLwrZtcrkc3d3d5PN5crkc6XSa/v5+ent7ZQdQSAAczTxv6LhGEMfx8H39mABokowXmDn9QnbvlfbCalMnqXf3iXhwTBfs/umGjuu42LaLbavu3WwO+gdV+Lv3obBXHq77HobLLwwC4DG1gS3b2mFTLTQ9CbYL8+eDaVL/yCNohw6hATpw84oV3HrkCDccPBj245yUC1bA3JnQ1KCubasOfcOPeNUtMZGIQSwaIRaPEotGMU0T8CkWbTKZLPl8MZgd6ZJJ54ht2MSMs89i0uIl5HJ5du06gOu5TGqHD70bvva9sF+B8W3bTjj3glnE43EikQi1tbXU1Jy50pq3v/3tTJo0icbGRlKpVHmXr3Ss6/s+uVyOgYEBCoUC+XyeTCbDwMAAPT09HDp0iN///vdnbL1i5JMAOIqpOsBC+QjY9118L088GqO1cTczJj1AXepxUonVOM4Otu4YZPfesFc9crzqpdAU7P7FYqU7ftXVbvi+Cn+OTyHY/RtKQ1e3hL+S+x9R9ZPVAbBh7wTqts5gSLfROjupf+opVdC2cCFccgl1jzyCduAAAJqm8Yb2duosi2/vOUNTrp+HN79e3QpTV6uaAUodvMfX9amdvmjEIh6PEotFyzvJjmOTTmfI5QsUCmqUkO34OI5PvgDJhM2+fYeIxaK0L1zO7OVLyeXzuAc68TyP6ZPh3W+H7/1f2K/G+LX/ECzOZuno6KCpqYne3l62b9/O+/8BvvmDU//9rrgE5i+8gknTrqC2tpZEIkE0GiUejxOPxzEMo7yz19/fXz7iHRoaoq+vj6NHj7Jt2zaeGsU77eL0kgA4isUiu5nQnKJ9wiYmtmWY1N7J1ElHmTc7T01qgM7Oo/QPFBgYUl2FKSkDHGZS+zG7f5Zq/DAMPQh/nhrpUlC1fn0DqiBcVDzwKFxyvtoJTB1uxOqYRL/pgmmrMTFdXTSsWqVappcsgUsuofaRR9D27UPTNDTgpS0txHWdr+zaFfbjlL3xldDWEoS+pPozUmrmiJygmSMaNYnFVOiLRCLouobjuGSzOXK5AoVCkWJR/ZlyHH/42CAHdN1H1wvs2rWPeCxG/cxFLFm2lEL+KVy3D9f1mTMTrn0N3CibOKFJJBJ0dHTgOA6madLR0cGkCafu13/Ta1XneG1K/ZlL1e5m4ux/JJFIEIlEcBynXMdXfaw7MDBAd3c3+/bt4y9/+cupW5AY0yQAjmIdR57gVS99ghlTVRdrXQ3U1JjEog2YZgzTNNB1DUP3sUz1F4pQ3vBKdZQ3bOyLpWGZBp4X7P7ZVbt/QYh+bOz0LpwyDz4GL1mQYIJdT0esADFNDYomGBrd00PjmjVqJ3DZMrjkEmoMA23PHlUTqGlc1tRE1DD4wvbtoT3H302dSu2SfiIzB8uhr7qub3jo04lEVOiLx1XoKzUN5fMF9VEoUCw4Jwx91df/aZqaAahrPpqWY9v2XSyLx4m1z2bp0kUUi2vxvDSu53P2UgmAYVm2bBmpVIpoNIphqBrOQ4cOsfD8Zj7/0W7ue1j9mXEcuPP+k/s1X3mlaiCqqxpBFY1oxGIW8VgU6ME0CgwNucOOdQcHB+nt7eXw4cNs2LCBbdu2nc5HF2OUBMBRrlCo3DHreQRdqw6JhIZpGhi6ul/UMtUOhoAFc6G9VdVxJeKVoc+WaaDpWnA851G01Q/odFZ1+I6Gwc1huXtLllhbRnUIoz4q3cHg9/bStHat+sN61llwySWkDANt1y60bBYd0DWNL8ybx6fO4A+z6yZNYl4ySVs0SmMkAmaU7omD6k1BZHjosyydaMQgGnTwRqPRYc0cQ0OFSl2f7eE43vH3PleNDsrmoasH2prB0EHXQNM9enqH2LxlG2fHY0TaZrBwYZZ16zbjeTncJvj3j8Mn//OMvUQiUGq2iEQiaJqGbdtMb76eb/1AzRBtaVLlAdEIvOcd0N17fFi/6FyYNU0NBa8JZkNGohqxqEE8HsU0jKAxqEg6M0SxCF2ZByh6M+jv7+fo0aPs3r2bhx6SOhTxwkkAHOVyefXDxXHVoF7P83EcBwDTNNENtQNomuovJgHLFqruzRMOffY8bEft/hWLarbf4BAc6YQt4W1OjQq3HT3K1a2teL4fXBXnD98J7O+necMG9W7lnHPg4otJGgb6jh1o2axqDqmv5z8XLODjW07fvXgvbWlhRX097UHoqzNNUoZBwjQxc1Ei5iHcuuzxzRzBEe+wZo5s0MxRsMu7xo7rD7v7uRCUERQKKvRlg9FBA0OqtMA01Js03SjtBHp0dfazaeMWFq2IUT9jPnNzOTZv3onnFXFb4FMfZETPoRuLkslkucO2NFbllj+pOuLq8gAz+L2c0ApvvxYyGXVCU1sTjAiKQDSqE4tFiEYjeK5LLl+kfyBLseirPyc5dU1k/wB0D9zHXff+KOzHF2OQBMBRLptTOwuuUxnS6zguvu9jmSaGrqEHP2AiEbjqxXDHvWGvOjznn6Nqu0449FlXQ59t2x+++9cHN90W9spHh9s7O7kqCIGlnUAPdXcwvo/f30/Txo3orgsrVsDFFxM3TZq2bi0fB+uaxtcWLuRDmzef0rV9aNYsJsdiNJVCn2mSNAxihkFM14noOhFfxxtopXfqQaLRCLG42u2zLAvVzOGQTmfIB80cRVv9eXEcdT1gKfSVbobJF9SbtGxOBYHB4FaYjqOwer3681gaGWOUAqAOuu7QcbiL6IZNzF55Nu0LF5PL5dmxcz+e5zBpAnzkPfDV757Sl0g8g1LXrWGo24HS6TQ1Qa1eace49PtoBPOO6mpg/uzSsa4qGdA1jXyhSC5XZGAgXy4zKV0T2dUDO/fAtnJJ7MipjRVjiwTAUW4orX7YlO6mVTuALq7rqSNgQ0fXXUxD/aCpqw17xeGaM/MEV75ZOqap41UNfS4EY18GBuHQkbBXPbrc0dnJy1pacKGyGwiVj8FBmjZvxnAcWLkSLryQmGHQvHkzpNNqJ1DT+O9Fi/h/m17Yuft7p09najxOczRKvWlSE4S+eHXo03UswyBqGEQjEWrSs9nbnMeKmcOaOVRtXyn0nbiur3QdYC5f+aE+lFYNREc74dFjakgfW6V2jMrBQQ+Og3XQNJsDBw4Ti21m8pLlzFy+lFwuzz73CK7nMW0SvPed8J3rX9BLJE7C4sWLSaVSQa2ngeu6HDp0qPL3SDBCqrSbq2mqK97zoH1CLY7tkMsX6O1Nl98YZHOVayIPHpb6YnHmSQAc5bI59UPHdir3tTquh+u4mJaBYRoYuq3qAC0VfMarF10ErU3Dd//MYPcPNGxH/WAv2qpGayithj3/4c6wVz763NnVxUt8H7dqJ3BYEBwcpHHrVizXhXPPhQsuIGKatG7ciDY0pHYDa2v5zpIlvHfDhuf0vd85dSqzEglaIxHqLYta0yRpmuXQFy2FPl0nYhhELYt4NIoeU38o4sUm6oc66NW6yOUK5AvFYGfYfdpmjtIuTi64HaZ0fNfZA3999JnX+9ATapxOKUCUjoJVc0iR3Xv2E4/FaJqzmEVnLaVQKOJ5PXiez6zp8LZr4Ge/fV6/TeIk1dfXD6v/KxaL7N1+PfW1lSah6l1cqJzIPPDwINOnBHeDZ9Qs0aNdqqRE3lyKMEkAHOWeWAPLFp2gEcRxiEQtTCPoBDakE3j6VHVdV7LqyreIZZTf0avdP8o1OAODsH90zCgeke7u7lbhz/eH7wSW/plO07B9O9FSCDzvPEzDoG39erTBwfJO4PeXLuWf1q9/xu917cSJzE+lmBCN0mBZ1FoWqWCnL67rRA2DiKZhGYYKfaaphjNHgzvbTFP9x2PbkM5jrzHoXNhXbuYYNralqq4vH9wBnclBOq1+uPf0woGO6iO8Z9dxVIWH6p1AdRTsow/k2L5jN0vjMZKT57J06SIKxTW47hBNDT5LFryA3yRxUqrr/wAKhYLa/YtVBsibpvp9Q6vMxXRc9eZg1XrYewDWn9qqBiFeEAmAY0C+oH4ouS54LniuagTRNLW7pQfHSqapjivGo6terK58SyWHD302LQPwg8YPtftXHvrce/LjHMSJ3dvdjdfUNHwnsPTh+/iZDA07dxIrhcCVK9FNk7a1a9H6+1VNIPDDZcv4+3Xrhv3alzc1cUFDAxNjMRqrQl8iCH7RqiPeiGEQMU1ikQiRWKwS+kD9xzM0RCGfp2DbFB0Hf1uC7ESfAl55Vl91B28uH4S+oG6rp0/dE/1874LesXv4UeKwEKj59PWl2bJlB2fH45gt01i8KMea4kY8L0uLC1/8V/i3/3j+v0/imZ2o/i8eqwwDL4U/TQd8NRfTddWfm2xOThHEyCQBcAzI5SiPm1DHwCrQ4KtOYNUI4mMa6i+s888Zf/UmUyaeaOizjqHrOFW7f6XanP4B2LMv7FWPDff39FQCYLAT6FUdB5PJULd7N4lSCDz7bDTDoG3NGrS+vnJzyPXLlvHOdev44MyZTI7HabIs6i3rxM0cpY8g9EWjUZX8gx0cHAcyGexCgXyxSNG2KXoedvBR7Izh7K9hoL5/WF1f6RhvMA19/WrnbtW6p3vy52bDFrW80nFi+Tg4GA/T3d3Pxk1bWHpOjJqpc5mXzbFp03Y8r0CbB5/5EHzua6dmLaJi4cKFw+b/ua5LR0eHOvqNDD+611Dhz/OC3b+CaiITYiSSADgGZHJqd8JxqzqBbQfP94JRMDqG7mGa6i+slqawV3xmveblalTD8N0/NffP9ytDn0u7f4Np6OxWt1yIU+PB3l6cUk1gEAZ9qATBbBZ/716SpRC4fDmYJq2rVqH19Kjj4FSK65cto96yhjVzRKvr+oIj3phlES/t9EUiaivNdSGXw83nyReLarfPdSuhz/MoBB85z6Ows46uGf2qgzerdvr6B1T91iOn6Xat1euD+6hLu4DVncGay5EjPUQ3bmLeirNpm7+IXC7H9u178TyH9jb42Pvgy98+PWsbrxoaGkgmk+XxL7Ztk+u7nmSicvRbCuqlo1836AjPZOCvj4X9BEKcmATAMaDcCexUOoFd1zumE5hyI0jtmbu/fESYOKEy9Ln6yjdd18uNH6Xdv0xW7exs3Rn2qseeR/v6cKsaQ6rrAQH8XA5//35Snqe6g5csAdOk5ckn0bq70TQND0joOrGqI96na+bAMNS7oWIRP58nVyhUQp/rYvs+xSD45T2PvOuSDT6GHIeePRH2awa9GZeuHth3QNVxnW6PrwZzZeVoUa/uDNZtDh48Siy6mWnLlzN9meoMdvcexvNcpkyEf/k7+JaMjTtlEonEsPq/fD5fNUGgclwPlc5fx1FvJjuOhrhwIZ6FBMAxIBd0AleGQYPjujiOSyRiYR4TAJPjqBHkmlepoc+pYUOf1S0p1bt/hWDoc+nKt6dO0bGeGO6J/n6K1TuBx4ZB38c7cIBa11UhcMECMAyan3gCrbMT3/crNX26TtSyiEUimNV1faVmjkyGfFVdX7Fqp6+025f3vHLoSzsOg45Dv23TXSxyuJBn/RGdTfvdM/46PfwkXGpUjoKN6s5grcjevQeIx2O0zlvCguVLyRcKuF4Prucxcxq88zq4/ldnfNlj0rH1f5lMplL7F4S/8tiXoPGjaKs35k+uDXv1Qjw9CYBjwKr1sHxxpRHE9cANGkHUzQXD7wSOj5MAuGyhmsZfW6OeOVK9+6dp5SG+pd2/0pVvctfq6bV2YICs4wwbFj1sNzCfxz90iDrV0g5z54Jp0vTYY/hHjjxrM0exVNfnOJUjXt8vH+/mXZdcEPoyrsug4zBg2/TYNkfyeXZmszzc2xva61Ny8HDlGsfjOoP1PDt27CEWi1E7bT7Lly2mWFiD5w3gej4L54a9+rFh3rx51NTUDLv/9/DhwyStyu/LsLEvVY0ft90V7tqFeDYSAMeI/DF3Anuuj+04aFpwJVwwCmY8XQm3aB401J/4yjfP847b/RsckiObM2V7JsP2TIY3wPCr46jqEj58mPrHH1d/sOfOJX/nnTTX11eaOTRNfS6bxSnV9TkOtusO2+0r7fRVh76hIPT12jZHCwX2ZrPc3d0d6mtyrN371LxKq2rGXLkmUPPp1zJs3baDs+IxrNbpLF6co7h6A56XwXXhS5+AT3wp7KcY3RobG0kkEuX6v2KxSNy/HivyzGNfBobCXrkQz04C4BhRuhLOcdS7UNfzcWwX3wfLUp3Ahq6OLKJRuPg8eOjxsFd9+jQ2vgzH66AmtYHEMUOftardv+or33r64JY/hb3y8eV3hw/z+vb243cDSx9Hj9Lw5JPgusSamoY3cxQK5IO6vmGhr7Tb57rkguCXcRyGXJcB26bPtukqFtmfy3Hb0ZGd+DdtU29cTnRdnKZ79HQPsmnTVpbH4yQnz2F+NseGjdtwvTyuC5/9CHz2q2E/xehleOuJx1cOm/9nVe3+aZr6utJmtW2ru57vuCfERQtxkiQAjhGZrPrLZ1gdoOPieaoT2DA09CAARiw1E28si0TOYc3m64hGH+ay83+DZQ4QsXQMU8f1givfnOFXvh3sCHvV49PNhw/z2gkTho2JGfbR2UnjU0+BpuHn8+XQVzxmp6+025cLjngzVXV9fUFd38F8nm3pNBuHRs8WzZqNKvyVa87Ku4CqM/hoZy9bNmxiwcooLXMXMjuXY+u2PXieTbsL//ov8B/fCvspRifLzJDr/TbZxDKcTIwD+x6jJlVVk0nV5AVXvZns7Q971UKcHAmAY0Q6EzSCVHUCO66L67on7ASuSYW94tOnoeFNRCKTgQk8teHddPZezRUX/Yizl9yDBtjBXa7FYuXKt+5euP3usFc+ft165AivmTAB99hj4NJHdzemrlN0nHLgs6vGtpSOeEuhb6jUzGHbHM7n2ZHJ8GR/f5iP+II8uTYIgVU3TlRqAh0OdXQS3bCJmWefzdRlS8jl8uzecwjPc5k8ET7wj/CN/w37KUaXaZNV+UjE8rFza7Fz0N2jmsqMqrEvpaHPxaJ6I37XA2GvXIiTIwFwjBgWAL3KlXCO4xKLRoJGkEpR+Vi+Ei4en49pNqPrNeh6gsOdK/ntny5mx957Of+s79LW/CC2w7Ddv31y5Vvofn/kCK9qazu+OxhwfR9T08qjW8rNHEEXb3Xo67VtjhQK7MxkeGgENHOcKo8+BeZ5VaNHqo+DNZt9+zqIx2K0L1zGvOVLyecLuG4XrusxfQr8/Vvhhz8P+ylGj/o6VYNpmpVy09kzjtn9C8a+2A7kCnCkK+xVC3HyJACOEes3wzlL1V9Ex94JHI/HKp3Aho9lqTr6saip6R1Y1kQMox7DSKLrUXQ9gqbF2bDtVazfejFzpv2ORXNuoDa1iqG0R1cP3P3XsFcuAP549ChXl0IggO/j+D55w8DUdexnaebYl8vxl66x+1N4977KncFmVWewpqnO4J279hGLxWiYuZBly5dQKKzC8/rxPJ/5s9VQ9N//OeynGPlmTVdvkmNBk7mG2uFLJoePffGrdv+G0vBXGR4vRhEJgGNILn9MHaDr49gOUHUlnK6uhBurdwLHYrMxzSYMowZNi6NpUUzTQtcNXNemWDRYu/kVrN20kuaGe6hN3cGBQ5sAua9ppLj96FGuam3FAxzPI+26pEwTK9gBHHIcBquaOQ7kcvxhhDdznCqHjqixRqXjYKN0XVxpPMxAlm3bd7E8HifWPpMlS3IUi+uCzmCf88+RAHgyWprUtITSPHEfyObVdZLVY1/K9/3m4Xe3hbpkIZ4zCYBjSDa4E9h1gr+cgkYQ3/exLBPdCDqBgyvhrrgE7nkw7FWfOi0t78Y0J2AYdei62v0zjAiGYQEerlvE9wv4fh7HKbDv0DSy2Qs4evShsJcujnFHZyeF5mb6bZv2WIxa01RHwJ5HV7FIRz7PtkyG9YODYS/1jNuyQ/33G6lqCinXA2oevT1DbN68jbPjMeITZ7Igm2P9hs14Xh7Xg89/FD79lbCfYuRaNE/NYFy6QL3Ghq7+Pu3uhUkTjh/6XCioMhIhRhsJgGNIOlO5E7jcCFLuBC41grgYQSfw66+GC86Bf/9m2Cs/NaLRGZhmU1D7FwsCoNr9c5wirlvE8wp4XhbXHcC2j5LJyJnNSHVvMJfvksZG4oaBG+z+PTGKmzlOlXWbgjuDTzgexqWzq4+NG7eweEWMptnzmZPLsWXrLlyvyIRW+Lf3wxe/GfZTjDztrdDUoF7PeLwybtJ21GD543b/bHUXe67QDIysOZJCPBsJgGNINndsJ3DlSjjDMI+7Eu7Cc1vpONzNjT/wGByCzm7YvA1+cXPYT/Lctba+H9NsC3b/Emiaqv0zDAvP83CcIp5XVLsg7hCO00uxuI90Wnb/RroHx1Ajx6n01LrKeJjSLqBRHg/jcLijk9iGTcxecTaTlywml8uxa9cBPM9l0gT40Lvha98L+ylGlvY2dcReKAb1f4b6/xeLYNSq/10e++IEY1/64M57JfyJ0UcC4Bjy2CpYujA4Bi53AvvlO4GN6kYQEyZMaGX5i64Aiux6ag279xxg/mybKy+D7j7Yux++c33YT/XsampeTCQyFdNsxDBS6HocXS/V/mnYtgp/vj9896+zU4ajidHtsVVwsVE1HmbYTqDD/gOHicU2M3nJMuaUOoMPHMXzPKZNhne/Hb73f2E/xcgwY6q6OSiVVA0d0VL9n6/qqzUNqLrxo2irU5eGCW8Dfhby6oV47iQAjjGFY66EU6NgHDRNwzKN8i6BZcLd924k8dhGapIWU6dO5MrXXAWRWnp2bmLT5m3Mnp7j/HN8+gbg0GH4z2+H/XQnlkyuwLJaMYxadD1R3vkzDBPP84Kj3yKel8PzhnCcHgqFXWEvW4hT4qEn4LILTnBnsOajawV2795PLBajec4ilixfQr5QxHV7cV2fOTPhTa+FX98a9lOE56WXq8H4NTVq7t8vb4bli9TOqq6rWr+ePhUQS2NfHEeFwq5uqG8rhv0IQjwvEgDHmFw+uBKufCOIj+NUOoFVI4iPbqjRMckENNTbHDqyj/Ub95FMGLS1NnDhBeditkzD69nP6tXrOdrZx68XewwMwtEuWLd5ZHS91de/FsuagmE0oOspNC1Wbv4Arar2L4/nZXCcfmz7CN3dPwh76UKcMoePDh8PU+oM1nQffTDL9h27icdjJCfPYemShRSLa/G8NK7nc9bi8RUAX/0ytdNXk1SjXuIxdT1mqbGmqSG4g7lq/t9FK9WxcLnxIxj7MnHGO+gaw2OHxNgmAXCMKV0JV+4EdiGXK9Ld00c2W6BY9CjaqqalaMNX/wsuOhfmzFD1L02NLh1Hutmx634ScY2GhiQL5s9mxZUvByfDtqdWs3dfBwvmOlz9EtUZt2sv/O8N4TxvPL4Y02wOdv/i6HoEXS/t/rlB56/a/VO1f90UCtvDWawQp8n23ZUQY55gJ7Cvb4gtW7ZzdjxOdMJ0Fi3MsXbdJvXfRRN84WPwqS+H/RSn3gUrYFI71NeqN7ul2X7RaOWO5VIjjRkE6E9+QI3KKQ2ALtoqFB7pVPes27aqt95/EGbVeNx22wh4JyzE8yABcIzpH1QhMJtTw541zcdxC+hDBbzgrspMVtWu9A2of+fhJ9QHwNlL1LT7yROhpcmnvjbN/gNrSTy0lpqaCDOmT+Zl17wa9BhHtqxn69ZdzJmR46Jzoa9f3af71f85M8/a2PhmLGsSptmArieD3b8IphkBwHXtcuOHmoPWj2130NMTUloV4jTasEWFmUipM1ivrgf06OruZ+PGLSxdEaN+xjzmZnNs3rwDzyvitsCnPgBf+EbYT/HCXHmZmuFXm1KBr7S7Vwp8llWplywFvnIDTfm+dJ23X6vT1tqIbdv09g2STjs0NcKBjsrYl1kL3l4+XRFiNJIAOIa89io12+/Bx9RffJquji+iUdUZ6HoqAA4MQlePulXgWKs3qI+SV7wEpk+BtmZoqC9y6PBu1qzdTTJp0D6hictfdBHUT6JwZBdr125kxtQBzl7i89lvPkSxuI/BwTtPW+CKxeYNu/JN1f5FgqHPzjFjXwZxnC7y+c2nZS1CjASr1wfjYcxjZgRqoGsuR450E92wiXkrz2biokXkcjl27NyP6zlMnAAf+ecz9wbuVHjVS9XdvKkUJOPqTW8sUjnOLe3uleojy/coGwQNcRqmoWGYOpZpYFomlmlimgbZbI5UKkFtTQLXTeO6HhNaYHAItPib0DSNQqEQ9ksgxPMW9DWJ0e7t16qZfm0tGg31cX5wQ7Y80iAaVbsA6jgYevtV+HvbG9WO4ZEuWLUObrvrmb/HJedXHRU3qF87lYREXKOxsYbFi+ZRN30+n/rUDaxeDUeO9FAsDuC6vRSLh8jl1tLR8dlT8rzNze8imTyPSGR60ABSh2EkiUQS6LpOsZjHcTJB8OuhWDxILreeI0f+85R8fyFGsgtXwtRJMLENmpvUEWhNsCtWWxNl9uxpTFt+FjgFNj72JPv2HWZwyKOnF7btGpnd/+edDVMmqts4Ukk1py8erdzYYVXv8AXht/RP3QCjHPh0TFPHtIwg7JnBVZlqyJ/v++zb30UyaVFfnyIaiTAwmGZgIMtQ2qe7F57Y8hZM0+To0aP8+c9ytYoYnSQAjgHveQectRhamjXqauMMDObo6fO55U/Q1Kh2Aw1djYcZSsP3vn4utdPmQa6XjU+t4cDBo6QzLoNDqqZvx2748S+f+XuuXK7uy5zcXvkBo96Fa/zn9weZNi3F8uUqeK5dC7t3p8nleoNj2KPk89s4cOB9z/uZJ036ErHYfCyrHcNQ418ikSSmGQ2ufMsG79r7sO2jFAo7GRi4g8HBO5/39xRiNLn0fJg6Wb1ha25Qwakmpd6w1dfHWbBgNm3zlkC6h1WPPUXH4R4Gh3w6u2HtRrjht+Gu/yWXBse5NZXj3Fh14DOH1++VAl8l7IFh6JimhmmUdvfUPw3DQNc0ADUnNJiX6tgOtuPS3VMgEddIJSPUN9SiAX19gwwOFRhMq3rADXveys9//vNwXyQhXgA5Ah7lPvxuWDQfmht1UqkYff05unt9tu+CP/4Fli1Sf3H6Prz+FVBfB7f96QkS8SeprY0ye9Y0rrruYkBj/7q17Ni5l7kzC1x6vtopPHAIvv6/x3/fJ9eqD1A1gwvnwrTJ0Nrs09e3iqGhBrZsqSUSqaWtrZErrkjR2ppi27apbNrkMDi4mNral+A4XRQKe9i79+0n/cwtLe/Bsk585Zvv+8HQ50Iw9DkdDH3eL+FPjCsHDwdD34/tDNZ89MEcO3fsIR6LUzttLsuWLaZQXIPrDtLU4LN4/plf7yuvhMaGoDs3EezuBYGvuraxOvCVP4LdPcPQ1O6eGezuWWp3z9B1NE3D9308z8Mu2jiOCnuO4+I4Hq7r4bo++w/51KTAMHx03ca0stTVpqitTeK4Lq7n0NwIs7IS/sToJjuAo9gn3w9zZ0Fzo0EsHqGvL0dnt7or9Fs/Ov7rZ06DxfNLQS0YhRDUzqSSJpMmtbL47GWQbGFo/zbWr99MT2+adMZXR8VH4YFH4a+PPfO6GhquIR5fSiQyDcuaEAxorsM0a6ivb2XhQo05c+DoUVizBjo7u7DtARynF9s+SCbz5NMe1SYSZ9HY+Gai0TlYVjum2YBhpLCsJKYZwXGK2HY26Pjtw7aPUChsp7f312Szq17way7EaLJonuqCnTYZ2lpUvVypdCOZ0Gltqeess5ZgtU5jcN9W1qzZSE9vloEh6DgCnzxNFRMrl6sj6vq6qu7cmAp7pcBXbtY4NvAFDRvqQx3nVtfvGcFxrgZ4vo8X7O7ZjoNjB4EvCHuu6+N5Pm4wMcF1Yf+h6hMNSMQN6uqSpFIJMpksfX1phjIevf2wfRd84wRvkIUYDSQAjlKf/xjMmgZNjeodbl9/gSOdsHEL/O9JDqV/0UVq925Cq/rBUBcctSQSOi3NtSxZspDEpNkweIS1q9bScbinfFTc2a1qhW74zTN/j9ral5NILCManYllTQxGttRjGDUkEg3MmpVg6VLVrLJmDezbN0A+34/j9OE4R8jltnDw4AfLv15b2weIx88iEplSHv9imqr2D3yKxWxV7V8XxeI+MplVdHV993m/1kKMZmctViFwysTKG7/aGkglIJk0mNjezPJzlkNtC0e2rGPjpu309xfoH1Rdr5//2gtfwxWXqO9d7s6NV3b3IlW7e9U3mgzf3aMc+FTYq9TvqTvOVf1e+TjXdoft8JV291wPPHd44HNdNdvPcdXfQwcPQ1O9OjIvhdNk0qKhvoZIxGJgYIiBgRxDGZ+uHvh/n3zhr48QYZAAOAr95ydh+mRobFTjTvr6inQchTUbnz2QPZ3zzlZhcFI7NDcG74CDBo+6ujhz58xg4qIlgMPuVWvYtfsAg0NF0mk1JX/fwRPvOlZLJi8gkVhOLDYPy5qMZbVgGA0YRi3RaC3t7Q0sXw4NDbBpE2zdWmBoqDu4uq2TI0f+g7q6q4hGZwdHwPXl2j/DsHCcAsViJqj968W2D5PPb+PQoX99fi+KEGPEyuVqtNPkdlVX11BXufkilTSZNrWdBSvOhkicPatXsX37XgYGbXoH1JWQX/7Oc/t+V1+pQtSw7tzo8O7c0tH0sMA3bHev1LBRVb8XBL7q41zHqdrhO+Y41/N8FfJOFPgc9WE7arZfaT5qVy+0NlWCsgqBGqlUlIb6GqCqHnAIDnfCx75wqn/HhDj9JACOMl//nPqLvLEhiuO49PY5HDoMj6+Bm/54ar7HonnqaHnqJPUXYX29qstRPywspkxtZ8HZyyBaR++uzWzctI2+vizpjM/n//t+isXd7N37zmf9Po2NbyYeXxzc49s27Ki4sbGVxYth5kw4cEA1kmza9PHgaHlysPtXE+z+xfE8L2j8yJQDo9r9e4zu7h+fmhdGiFHsghVqF3DiBBUC6+sq/13X1ESYNXMqM885C1yXzY89yd69HQwMufT0qcawp3uDd85SmDal+k3jMwxbPonj3Er9noFpmOo4V1PHuW5Vs0Yp+D3Tce6xga8U9mxHhb1C6aOgblHavF29CZ7YVvUalY+CdWpr49TWptR8wN5BhtIO/YNqKPTnTsFOqRBnkgTAUeLVL4MrL4X2CdDYECefK9Lb77L/kJr7d8e9p+97X3kpzJwOE1qGvytOJnRaWxtYtnQRkbYZfPjDP2XtWujp6cRxBoLxKwfIZB7n6NFn/tuxru5q4vHSUXE7ptmEYdRjmimSySbmzIlx773fIRqdhWW1BZ9LYllJDMPAtgvYdiao/evFtjvI5zfT0fGZ0/fCCDHKXHKeemPX3qZ2+uvqSk0XGvW1MebPn0X7wqWQ6Wf1409x6FA3g0MeXT1q0PT1v4IXXxwc5z5dd+7T1e+Vhi0bYOpq9p4Ke0bQrGFiGjpa1XGue9zunhuEPS+47/xpjnMd9c9S2LPt4YEvn4dsHrJZNRmht1/NRgUVkqdOggnBuKv6cvd0UA9YnyKVjJNOZ+nrT5NOq3rArTvhm3LDpBhFJACOAn97jXr3PqFVjW9Ip/P09nnsPQB/uR8efvLMreXCFeqoeOIENWKmrmoW4Fd+kGXOnBiLF6u/WNesgQMH+igW+4M7eFUoO3jwo8/4PVKpy0gklhKNziUSmYRptjA4+Bfi8UXBzR9NVbt/MTzPrar968dxOikU9pBOP0hv77PMsxFiHJkySdUOT5uian+bSuNhSvM8G5IsXjyfhpkL8HoO8cQTqznSOaDGw3TB0e7h3bnHDVsuBT6dct2erp9o2LIR3E2ujnPxfdwg8Km6vaBhw/Wq6vd8vGc4zrVLR7pVx7mFohp+ny+o25EyGRhMQ08vrN104tdoyXz12kytapypq1U1k/G4RjJplusB+0v1gGmpBxSjjwTAEe7d/5/O2Us8Wps1amvjDAYz/nbthd/8HnbsCW9tyxapwdBTJqnjkv/73YNBXV4tsVgdkyfXsXw5JJOwfj3s2JElk+nFcUohbRf79v3Ds36fxsa3kUpdSDQ6A9NsLe/+qaHPRtXQ56Hy0Od8fhOHD//76X8RhBhlFsypdAZPaFGjV+pq1H+nyaABbPnyJcTaZ5A+sIPVq9fT3ZthYFBdITls2PIxgU8/dtjysMAXDFvWNHzPx/WGH+fa1c0aTxP4nOCf1WGvFPiOPc7NZmEoo24+6u2HTdtO/jVasUztkk6e+Oz1gL29lfmAh49KPaAYPWQO4Aj2pS99iblTNxP1f0kqFaO/NONvN3x1BDS1rtukPkqamn5ILLaQSGQqhUIb6XQjO3bUYlk1NDe3cOGFCaZMSbBnz2TWr4fe3oWkUluD0LafdPpBurqOv4cqFptddeVb/KSufMvlNp7BV0KI0WPLjkozRqkBo3RnsK559PQOsXnzVs6Ox0hNmcX8XI4NG7aSTudprH+a2zVMPRi2bJSvUjNMA10LjnN9tbtXKNjPfJx7gsA3rFnjaY5zc3l1x/lQWt1x/nRXXZ6sp9ap045Y7JgaRgMM3cfQi1hmlrq6ynxAz3NoaYTPfEjqAcXoIAFwhPrGN77B0qVLaW19FZmjvRza9yc6e2DrDvjvH4a9uhOrvvO3vv7VQU3fDExzArlcMx0ddZhmipqaZubNi/DKV05gYGACq1dDR8c8kslzaW5+J8ViB7ncejo6PkkyeQG6nsIwUhhGEl2PoesRTNMCwHVtPK8YDH3OBDd/HKS//9aQXgUhRr51m4bfpFFqytB00HSXo519bNywmcUrY7TOXcDsbI7Bwe1Vt2scW79nYOgGml45zi3dqlFu2Kg+znV9PO/Zj3OL9vDAd8Lj3D51c8mpdrRbvT6xqptHKg0sHplMHssySSbj6r5gJ43jerS3wfv/QeoBxcgnAXAE+t73vseCBQtobW3FsiwyyU/Sl+lh7cbH+d8bnv3fHwn6+/9Af/8fAKipeRHx+DJisTlY1iTy+WZ6e+t58skaYrF6pk6t5fWvb8Kymli3Dnbtmkc2u4z6+ldx4MAHADXyATQ0zcI0I2iajuvauG4R31e7f56nun8zmTNYFCnEKPXUuqB2z6ra1SvvBDp0HO4itmETs885i2nLFrN79/7yca4R3K5R+m/TdV0KxWIl9J3kce6wHb5nOs7NqePn/kHo7Xtux7nP16696sg3WtXRXGpsMXTQdY90OodpGiSTcWzbwfVyuK7PjKmnf31CvFASAEeY66+/njlz5tDS0oKmaXR2dnLgwAE27Dqf/73h8bCX97wMDd3H0NB95f+7qemdxOMLiESmkM+3kk43snVrLZFIDa2tzVx2WYr29hQ7dkxl48a/sHPnf+L7eTxPfTiOFcz9K+3+5fC80pVv+4Z9LyHE03tsFVxcdV2cUQ6AoOs2+/Z3EIvFmLxkKXV1qubN8zxc16X4DMe5Txv4nsdxbnevCmNhWL9ZNbvEY1W7gKVjc8PHMGzMdJb6+lpqa5I4jipJaayHL39K6gHFyCYBcAT5xS9+wYwZM2hubsZxHHp6eti7dy8PPPAAP/rRs0xZHkV6eq4v/+/6+teSSCwnEpmOZU0gl2vi4ME6DCNFXV0LCxaYbN3aheP0oes1aJoFeLhuDqCq9m8A2z5KZ+d/h/RUQoxODz0Bl10QdPGWa/tA1300rcCu3fs4cLBj+Pw918N1PFyvtMPHsMBXatY46ePcLAwOnb7j3BfiybVw0cpg1M3T1AOa1fWAjofrOrQ0ST2gGNkkAI4A1157LW94wxuYNm0aTU1N5PN5uru72bVrF3/5y1+48cYbw17iadPff2u5Xq+29sqgbnAWljWRfL6Znp56isW9mGYTuh4FPDwvF/xvH88r4LoDOE43xWKILdFCjGKHO1X4K9cDBjuBmuajD+QwjTxOedCyHzRtnHj23ske5w4MqsB3Jo5zX6jOHjAtdRRsnageMJvHstRRcE2Ni+OmcT2P9gnw//5+5NZti/FNAmDI3vOe9/CSl7yEyZMn09jYSDqdpqurix07dnDrrbdy5513hr3EM2Zw8C4GB+8CIB5fRjJ5LrHYfBob30J//834vkskksEw6tC0UgDM4Ti9FAo76er6frgPIMQotX1XZZBzaXerVA8IHoZ+4t29kz7OzUBfvwp8O0fh+7Qdu6tuOImcqB7QJW3ksCyTVCoeHAXnqKvxmTUt7NULcWIyBzBE//qv/8pFF13ExIkTqa+vZ2BggM7OTrZu3cr111/PunXrwl7iiNHQcA2elycSmYJpNlUFwCGKxQP09v4q7CUKMWq99HJ46WVq+PHPb1K3YTQ3qdl3iZgKOmPhOPeFOvcsNQS/fKdyvXqNSkOia1Ix6utr8H2f3t4BhtJFBgahQ+YDihFIdgBD8u///u+sWLGCCRMmUFtbS19fH0eOHGHTpk189KPPfFPGeNTX99vy/06lLkTTInhegUzm0RBXJcTYMG2yuu4sGjE42uViGGrHr1BQO1+mqQLfMx3n9vbDxq1hP8np9cQauOhctRN47HxAXfcx9AKWZVBbW5oPqOoBW6UeUIxAEgBD8PWvfz2Y8ddKIpGgu7ubw4cPs27dOj796U+HvbwRL51+JOwlCDGmtDaroGeZOv/v712+9n0V7Brr1SgU01S7faXj3P4BdZ1amDcRhaW7R9UARqMnng+YzuQxTZNkIkZtjRPMJ/WYKPWAYoSRAHiG/c///E95xl8kEqG7u5tDhw6xatUqvvSlL4W9PCHEOPPSy6GhTgUaz/fJZGFVUH2ycK66DcNx4PMf1fF92L3P40OfDXPF4dq2C+JxiHepekDrhPWAWSzLIJVMqPmAbp4612fW9LBXL0SFHvYCxpMf//jHLFmyhAkTJmCaJp2dnezdu5cHH3xQwp8QIhTVx7+Foktvf+Vzm7er2sAP/RNYlkG+4NFxJLSljhhrN6oj764etRs6lFZ3D+cKUCz65PI2Q0NZfN+ntjZFMmGRiKsd1a98KuzVC6FIADxDfv7znzN//nza2trwfZ/Ozk52797NPffcwze/+c2wlyeEGKdKx7+mqZPP++w/WPncZReoRodYFHxf1fx9TZrtAXh8tQqA3b0wMKSOxnM51QxTKPhkcwXSmSymaVBbmyQRN0kmKM8HFCJscgR8mr3xjW/kmmuuYdq0aTQ3N5dn/O3evZu77rqLX/1KuleFEOGoPv71g+Pf7/6k8vmZ06A2BZGojm279A+EttQRqbtX1QCWm0Kq7lWuvi84Ea+qB/RUPeC//B18a+zM9xejkATA0+gf/uEfuOqqq46b8bdz505+//vfc8cdd4S9RCHEODbs+Lfg0ndMwGtrUbuDEctgcMjmkBz/DrN1h7om7ugz1AMaQ1nVFJJKYDuqHtCt9Zk9I+zVi/FOjoBPo2XLljF16lQaGxsZHBwsj3n54Q9/KOFPCBG61mbV0GCaOvnCMce/Fx5z/JuFr8vx73HWbDhxPWC+qh4wnc4AUFuTIpGwSCSkHlCET3YAT6NMJkM+n6e/v58jR46wefNmPvKRj4S9LCGEKB//xqLgeSc4/p1aOf4t2g59g6EtdcTbf1Dt/sVKo2GsyrV6uu6TMdR9wbW1Sepqk7iui+u6tDTDpz8En5f5gCIEEgBPo/vuuw/DMGhsbOTgwYN86lPydk8IMTKUjn8jEYNi0aWvf/jnhx3/DtocOhzKMkeFjqNQX1c1H9A6dj6gSyaTw7IMEvE4NY6DE8wHnNQO73sXfPvHYT+FGG8kAJ5Gd9xxhxz1CiFGpNLxr2XqZDIu+w5VPnf5Mce/mRx8439DW+qosHm7mpnY2T28HtAI6gEN3SWdzmGZJqlUZT5gveszZ2bYqxfjkdQACiHEOFM+/o1Ujn//p+r4d0bp+DeiUyw60v17klavVzeklOoB05lKPWCh6JPNFRlKZwGorU2STFgk49DUIPWA4syTACiEEOPMsce/1cOfoXL8q4Y/+3L8+xwcPKx2AXv6oH8wCIFV8wEz2QKZdBbLMqmtTRKPG6SSakf20zIfUJxBEgCFEGKcaW1W40ss6/ju39LxbzQK4JPNwTd+ENJCR6EDHSr8HemE3j41JDodDIkuFKFQcElncuRyhWA+YIJ4TKemBia3w3vfGfYTiPFCagCFEGIcObb7N52F//lp5fMzppZmA+oUizL8+fnYtE3VA8Zjqh6wPCR6WD1gFss0SNUE8wE9NR9w3qywVy/Gi/+/vfuNsavO6zj+ufecc8/cfzPTmekUZqaUhe5M6bJiQEhDl1DYbdgnBkh2MaGI+mAN6qOtun9c3QduookY45psDJFspIBiVNhs4qpEggppVrQWXEprgZbpH+ZvOzP379w559zjg3Pn9s4wRcR2zuX83q+Hc9v0d6dP3jnf3+/8eAIIAAbZMSYVWuPfxmVO/+Y7xr/nGP9+LEfeaO0HvCgtLEVXxa3dD+h9YD9gLicNsB8Qm4QABACDDA9JudXx77q7f/ftvTT+DRWqVpP+mPHvx/b+jDQ7d7n9gE3Vag1VqzU5jqPe3pxyq/sBt0rfPhj36pF0BCAAGOK+fZfu/m2f/v3zS5+vH//y8uf/n/fORvsAL7cfcLkRqFJZ1nJ9OXo/YDGrXDat3oI0NiL92i/F/Q2QZOwBBABDXDcmFfKtu383Gv8OXRr/lsqezr0fyzIT5ScnJPdD9wP6Kldqsh1bxUJevhdE7wfsC7VrZ9yrR5IRgABgiL1v/rRuPdunM185rMq6lz/f0zn+DaOng9/9s9iWmij/8bq09/ZLEbj6kujoppBQVt2TY1fV119Ub28+OhQSeBociPYDfu07cX+Dj+aBBx7QbbfdprGxMQ0NDWl0dFSlUkn79u2Le2nYAAEIAAY4MDqqrZmMcpalW5/5vCYrFT3y6qvtz6/n9O9VNTUbhZ+7el+w3XlfcFOW1YieAhZX7wsuK2gG2tbaD/i7fxT3N/igO+64Q/v379eOHTu0detW9ff3q1AoKJvNynVd7dy5U0EQ6NChQ3r00UfjXi7WIQABwAC7CgVtcRy5tq2G72um0Vjz+d63btHPvN+vc185rKWSx+nfK+zU5Or4PbqBZc1TwHR0X7BVqctxbGVzWRU9X75fU1BsamxE+tVfXLtfMy4HDx7UDTfcoG3btqm/v1/FYlG5XE6u6yqTyci2baVSKQVBoMnJSYVhKNsmNboR/ysAYIDt2awKti3HslRaWdGJSqX92ZeuvVbDraeDtz3zeZ2pVHSg4+kgroz/eit6ApjtkTLuuv2AVms/YLkq27ZULLZGwc2GtvSFumk8njU/9thjGh8f1zXXXKOBgYF28PX09CiTychxHKXTaQVBIM/zVK/Xtby8rGq1qnK5rEqloocffjiexeNDEYAAkHCr49+sZakZhlryPH3j+PH2558pFrUlk1GPZanh+5pbWYlxtcn270elzB3Ri6Jd53L7AWvq7y+qt7cg3w+i/YBbNmc/4IEDB3TzzTdrZGREg4OD6uvrawef67pyHEeWZanZbMrzPFWrVS0vL6ter6tcLmtxcVFzc3M6c+aMjhw5opdeeunqLhgfGwEIAAm3q1BQv+Oox7bV8DzNrAu87dmsipaljG3rYr2ut6vVmFZqhpm56Olfzwb7Aa10U1VrWY5jqVDMq7c3L98vKwii/YC/c1D6zhXcD/iFez6tz919QGNjY9q6dav6+vqUz+fbwZfJZGRZlsIwlO/7qtfrajQaqtfrqlQqWlxc1Pz8vM6fP69jx47p+eefv3KLw1VFAAJAwm3PZlW8zPj3y6vjX9tWGIYq+76+euxYjKtNvndOS/lctB/Q7RgFr+4HTFuBypW6bMdWLpeV5/kKgqqCINR1o9Kv/IL0p099/H//l39eGr1GGtwiDW5N61Of/eKafXyWZUmSgiBQo9FoB1+1WlWpVNKFCxc0NTWlkydP6tChQ1fot4LNRgACQII9ssH495sd49/d68a/s4x/N8Ubx6IAzGbXvhqmcz9gpRzdF9xbzMv3fAVBQ/19oXZP/N/+rUcfkq4blYYGpN5iFJ/Z1tPHTOa0rtlWkGX3yfd9eZ6nSqWyZh/fxYsXNT09rVOnTumJJ564Or8QbDoCEAASbKJj/LvseR84/cv4Nz6vHZU+l2mNgjfcD7gi26mpvy/aD+j5gYKmp6H/ZT/gl35WunGHtHVQ6uuNTh9ne1rB56Tl2Gml0qn2Pr65qX9R2t2jWq2mcrmshYUFzc7OanJyUocPH9Zrr722ub8YbAoCEAASbKxj/Lu0fvw7MtIe/zbDUCXf10HGv5tqdj4a/152P2B1WY5tq1DMXXo/YBBo2/Cl/YBfvFe6aae0bVjq743e59i+eSSTkm2nZVlphc1Qnt9Ure63rqKTajXp9NTfaMUKdfbsWR09elQvvvhi3L8WbAICEAAS6pGxMQ13jH9LnqdvnjjR/nx3ocDp35idfFfKZVungjfcD9hUpVKT41jK5dfuB7x+u/S934+CL5dd/fspOU5atpVSKMn3m2o0mlpZCaLgq0vlqrSwGMXnO6elf3j5ZUkvx/ybwGYjAAEgoSby+Y80/nVsW5V6XSc7ng5i87z+Zms/4Pqr4uzWKDjtyy7XZNu2ir155XKupmcW1AybOnNOGr02LdtOS5KCIJTnNVWthlpekep1qVKVFkvS3AXpvbPSCz+K+QujKxCAAJBQYx0vf15aWdHxjsB7qGP8G7bGv7/+1lsxrtZs//af0l17Lh3OaB8K6dgPWOz1tXvPFyQ58l/5kerLCyrkJT8IVW+NdevLUqUmLZWkCxels+9Lf/lC3N8O3YgABIAEWh3/5ixLQbOpJc/Tb3WMf29qXQ3XPv277ukgNt9caz/gmlFwKwIzTqhm0JTUkGTJstJKpaIx8ZlzoUpl6cKC9P609Pqx6Kki8GEIQABIoM7x70Z3/7bfDWjbKtfrOsnp39ideCd6LUy2Yz/gD/5euvWnpJFtoVy3rGOvviIrndb8/JK8FWnFk579W+lffxz36vFJQwACQAKtjn/tjzj+/Q3Gv13h6E8u7Qf84T9K9+yNXuXS40pvngj06U8tSClpZSVUtS6VysQfPp503AsAAFxZnePfZmv8+60Nxr8u49+u9OMj0Qnd1Xf5FXLRKNjzpKVSqKWlUAuL0vxF6b1zca8Wn1Q8AQSAhFkd/7q2reUPGf/y8ufuNX9RuvWz0Xv9etzoZ5WqNHdRajaj073np6XvfT/edeKTiwAEgIRZc/q30dhw/Nt+NyDj3640sEUaGoyubbNaT//OnI8i0POk+QXpqb+Ke5X4JCMAASBBHhkbu3T3b7OpJd9fM/7dvXr6t3U4hPFvd7puNHr653Y8/Tt9Jnpx9D8fjndtSAb2AAJAgkzk8+3A22j8O9Yx/q37Pqd/u9Cdt0d7//L56EYQ35POT0l7b5e2j8a9OiQFAQgACdI5/q35/prx78+tG/8u+b5+k/Fv1/nMLV/WDbu/rXx+UEpFL3YeHJCaofT0X8e9OiQFAQgACdE5/g1a49/f3ujlz7athucx/u1C9957r8a236wtgzs1OvF9WZlbNDUjpSQFQdyrQ5IQgACQEDuy2TX7+zYa/xZaL3+uBQF3/3ahnTt3anBwUNlsVpKU6f+qMo6USkm+H/PikCgEIAAkxOulkqYbDS00Glr0PL1RKrU/Wx3/5iwrevmz5+lrx4/HuFqsd/fdd2tkZETFYlGO48j3fZ0/f15pSwoVnf4FrhROAQNAQvzdzIwGHEe39PZqutHQH777bvuz3cXi2vHvykqMK8VGxsfHNTg4qFwup1QqpUqlolPHvqXhIUmhVGdijyuIAASABHn63Dk9vcHPL6ysaLnZ1EoQqNFs6r8Z/3aVu+666wNP/6ampmTb0fg3DKWlpbhXiSQhAAHAAH9y+rQKtq2J5WWVfF9fZ/zbVdY//atWq3rln76h67dL6VR0+8dfvBD3KpEkBCAAGOL33n477iVgA3feeadGRkbU29urTCajIAg0MzOjTCZ6D2AqJfmcAMYVxiEQAABiNDExoaGhoTVP/5575uvKOJJlSeIEMK4CAhAAgJjs2bNHo6Oja57+zc3NqW9wn7L5UaWt6M85hfvjXSgShwAEACAmu3btWvP0r1ar6eDBg3IcR1u2PaTh6/9AQzu+qyC1K+6lImHYAwgAQAzuu+8+3X///RofH5dlWTp+/Ljm5+clSa7rynEcpdNphWGoCxcuxLxaJA0BCABADCYmJjQwMKAbb7xRrutqfn5eDz74oHbt2qWenp52AAZBoCeffDLu5SJhCEAAAGKwtLSkxcVFTU5OynVdzc3NSZLy+bxc15Vt20qlUvI5AYKrgAAEACAGTz31lIaHh1VpvZT7wIEDkqLxr+u6sqzoBIjHHXC4CghAAABi8vjjj3/gZ67rKpPJtAOw0eAOOFx5nAIGAKCLOI4jx3FkWZbCMFStVot7SUggAhAAgC6SyWTWnACenZ2Ne0lIIAIQAIAuMT4+rp6envYBkCAIdOjQobiXhQQiAAEA6BLrTwAHAZcA4+ogAAEA6BI9PT2cAMamIAABAOgSmUyGE8DYFAQgAABdYv0J4Gq1GveSkFAEIAAAXWL9CeDp6em4l4SEIgABAOgS608AP/fcc3EvCQmVkhTGvQgAABDZv3+/hoeH9eyzz8a9FCQYAQgAAGAYRsAAAACGIQABAAAMQwACAAAYhgAEAAAwDAEIAABgGAIQAADAMAQgAACAYQhAAAAAwxCAAAAAhiEAAQAADEMAAgAAGIYABAAAMAwBCAAAYBgCEAAAwDAEIAAAgGEIQAAAAMMQgAAAAIYhAAEAAAxDAAIAABiGAAQAADAMAQgAAGAYAhAAAMAwBCAAAIBhCEAAAADDEIAAAACGIQABAAAMQwACAAAYhgAEAAAwDAEIAABgGAIQAADAMAQgAACAYQhAAAAAwxCAAAAAhiEAAQAADEMAAgAAGIYABAAAMAwBCAAAYBgCEAAAwDAEIAAAgGEIQAAAAMMQgAAAAIYhAAEAAAxDAAIAABiGAAQAADAMAQgAAGAYAhAAAMAwBCAAAIBhCEAAAADDEIAAAACGIQABAAAMQwACAAAYhgAEAAAwDAEIAABgGAIQAADAMAQgAACAYQhAAAAAwxCAAAAAhiEAAQAADEMAAgAAGIYABAAAMAwBCAAAYBgCEAAAwDAEIAAAgGEIQAAAAMMQgAAAAIYhAAEAAAxDAAIAABiGAAQAADAMAQgAAGAYAhAAAMAwBCAAAIBhCEAAAADDEIAAAACGIQABAAAMQwACAAAYhgAEAAAwDAEIAABgGAIQAADAMAQgAACAYQhAAAAAwxCAAAAAhiEAAQAADEMAAgAAGIYABAAAMAwBCAAAYBgCEAAAwDAEIAAAgGEIQAAAAMMQgAAAAIYhAAEAAAxDAAIAABiGAAQAADAMAQgAAGAYAhAAAMAwBCAAAIBhCEAAAADDEIAAAACGIQABAAAMQwACAAAYhgAEAAAwDAEIAABgGAIQAADAMAQgAACAYQhAAAAAwxCAAAAAhiEAAQAADEMAAgAAGIYABAAAMAwBCAAAYBgCEAAAwDAEIAAAgGEIQAAAAMMQgAAAAIb5H+YnXQW2fR2hAAAAAElFTkSuQmCC\n"
},
"metadata": {}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "from rdkit.Chem.Features import ShowFeats\nfactory = AllChem.BuildFeatureFactory(os.path.join(RDConfig.RDDataDir, 'BaseFeatures.fdef'))",
"execution_count": 5,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "def showMolFeats(mol,factory,viewer,name=\"mol\",showOnly=True):\n featLabel = f'{name}-feats'\n dirLabel = f'{name}-feats-dirs'\n if(showOnly):\n ShowFeats._globalSphereCGO = []\n ShowFeats._globalArrowCGO = []\n # workaround for what is either a bug in the way pymol handles CGOs\n # or a gap in my understanding of how it should work\n viewer.server.resetCGO(featLabel)\n viewer.server.resetCGO(dirLabel)\n viewer.server.sphere((0, 0, 0), .01, (1, 0, 1), featLabel)\n viewer.server.cylinder((0, 0, 0), (.01, .01, .01), .01, (1, 0, 1), dirLabel)\n ShowFeats.ShowMolFeats(mol,factory,v,name=name,featLabel=featLabel,dirLabel=dirLabel,\n useFeatDirs=False,showOnly=showOnly)\n viewer.server.renderCGO(ShowFeats._globalSphereCGO,featLabel,1)\n viewer.server.renderCGO(ShowFeats._globalArrowCGO,dirLabel,1)\n",
"execution_count": 6,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "showMolFeats(ms[0],factory,v)\npng=v.GetPNG()\ndisplay.display(png)",
"execution_count": 7,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": "<PIL.PngImagePlugin.PngImageFile image mode=RGBA size=640x480 at 0x7FEC100D5048>",
"image/png": 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\n"
},
"metadata": {}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "showMolFeats(ms[1],factory,v)\npng=v.GetPNG()\ndisplay.display(png)",
"execution_count": 8,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": "<PIL.PngImagePlugin.PngImageFile image mode=RGBA size=640x480 at 0x7FEBFF1C9908>",
"image/png": 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\n"
},
"metadata": {}
}
]
}
],
"metadata": {
"kernelspec": {
"name": "python3",
"display_name": "Python 3",
"language": "python"
},
"language_info": {
"name": "python",
"version": "3.7.2",
"mimetype": "text/x-python",
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"pygments_lexer": "ipython3",
"nbconvert_exporter": "python",
"file_extension": ".py"
},
"gist": {
"id": "",
"data": {
"description": "Show_Ph4_Features_in_PyMOL.ipynb",
"public": true
}
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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