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@greglandrum
Created December 17, 2012 07:27
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{
"metadata": {
"name": "Working in 3D"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": [
"from rdkit import Chem\n",
"from rdkit.Chem import AllChem\n",
"from rdkit import RDConfig\n",
"import os\n",
"from rdkit.Chem.Draw import IPythonConsole\n",
"from rdkit.Chem import Draw"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 1
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"cdk2mols = [x for x in Chem.SDMolSupplier('data/cdk2.sdf',removeHs=False) if x is not None]"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 2
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"cdk2mols[0]"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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1RET1w65RIiKyaQxCIiKyaZw+QURENo0tQiIismkMQiIismkMQiIismkMQiIi\nsmkMQiIismkMQiIismkMQiIismkMQiIismkMQiIismkMQiIismkMQiIismkMQiIismkMQiIismkM\nQiIismkMQiIismn/D7Gwg9GDBZQ6AAAAAElFTkSuQmCC\n",
"prompt_number": 3,
"text": [
"<rdkit.Chem.rdchem.Mol at 0x106f6ac20>"
]
}
],
"prompt_number": 3
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"cdk2mols[1]"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": "iVBORw0KGgoAAAANSUhEUgAAAcIAAACWCAYAAABNcIgQAAAbtUlEQVR4nO3deVjVdb4H8DfrYXVL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\nFycjRow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"prompt_number": 4,
"text": [
"<rdkit.Chem.rdchem.Mol at 0x1080ec050>"
]
}
],
"prompt_number": 4
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"PyMol integration\n",
"====\n",
"\n",
"For the below code to work, you need to have PyMol running with the XML-RPC server active (`-R` argument to PyMol on launch)\n"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"from rdkit.Chem import PyMol\n",
"v = PyMol.MolViewer()"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 5
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"v.ShowMol(cdk2mols[0])\n",
"v.GetPNG(h=300)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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MH345I0ZcSTweY8qUB5kw4Y42b+k0VwGpjVYSuPHGcZx00rkAvPnmP7nllvPx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\nlVeewXnn/Zn+/Q/ikEOOYbf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DL2wOOugg/vrXv5KVBYsXf82VV15CbW1DO1sr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\n",
"prompt_number": 6,
"text": [
"<Image.Image image mode=RGBA size=412x300 at 0x1080EB488>"
]
}
],
"prompt_number": 6
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"v.ShowMol(cdk2mols[1],name=cdk2mols[1].GetProp('_Name')) # <- this replaces the current molecule\n",
"v.GetPNG(h=300)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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cybnnnsuCBQuCLrTUBmOb5GekJoY2vTOLtvfnUrjXJLK3HEbJL3am6panUCEL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\n3U1p6Ql4XhKlTNra/sPChfv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1zdr8njvnqL+TwOnF+m3YEEyIVUqxw34/5YeRSrbuiPKT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\n",
"prompt_number": 7,
"text": [
"<Image.Image image mode=RGBA size=412x300 at 0x105B4B9E0>"
]
}
],
"prompt_number": 7
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"v.ShowMol(cdk2mols[2],showOnly=False,name=cdk2mols[2].GetProp('_Name')) # <- this replaces the current molecule\n",
"v.GetPNG(h=300)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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VcNEFFxCLxfRkxzUkOwzNtispKNiBdNpPfFkqNn7bmRWhlFxJd2cPFLSn/scR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\nSUjgCCGEKIn/BWV/TgB+QIE2AAAAAElFTkSuQmCC\n",
"prompt_number": 8,
"text": [
"<Image.Image image mode=RGBA size=412x300 at 0x108177EA8>"
]
}
],
"prompt_number": 8
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Conformers and Conformation Generation\n",
"====\n",
"\n",
"In the RDKit atom positions are not stored on the atoms themselves. They are associated with `Conformer` objects stored with molecules.\n",
"\n",
"Molecules do not have to have conformers, and they can have more than one.\n"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"import copy\n",
"tm = copy.deepcopy(cdk2mols[0])\n",
"tm.RemoveAllConformers()\n",
"tm.GetNumConformers()"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 9,
"text": [
"0"
]
}
],
"prompt_number": 9
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now use the RDKit's distance-geometry conformation generator to add some conformers:"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"cids=AllChem.EmbedMultipleConfs(tm,pruneRmsThresh=1.0)"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 10
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Clean the conformations up using the built-in UFF implementation:"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"for cid in cids: AllChem.UFFOptimizeMolecule(tm,confId=cid)"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 11
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"v.ShowMol(tm,name='conf-0',confId=cids[0])\n",
"v.GetPNG(h=300)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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/ShXGa06oq+PGAw/EAGOexztaW7n5sMN4fU0NgTE4c7yloyyFMYbEAQlirTEU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\n4AAAAABJRU5ErkJggg==\n",
"prompt_number": 12,
"text": [
"<Image.Image image mode=RGBA size=412x300 at 0x108177C20>"
]
}
],
"prompt_number": 12
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"v.ShowMol(tm,name='conf-1',confId=cids[1],showOnly=False)\n",
"v.GetPNG(h=300)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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nh4cmHrhJF0pBWhKzyPyYEk6+Vd7c/Fuqqk7DdQVVVefQ2PgzHKcFIQIolfmw\nL2sKgBacIYrnuAhpMOefz2MccCOB0iREeqnbZRmBxtuQz5UBkkWvf51kYzI/QG8WlX0LzCWCuoqe\npXEW/ypOWenZmFYJtbW/RsqybNvtUQwb9g0qKs6lvf1vrF37UxynJf+wbhAe+rg1BIZh4LguVihE\nzHVJZzL+ZLyUKMPADAYxLGvDQP8JEFJ+Yivkw2pk5bYx85RTCEWjACz63//obmzcfJ6TZlDJJSuX\nziglVB1CGIL44jg9y3r6h/VvhG+JG/T2vsWSJSczceLDmGaMKVNeZvHig7DtRoQw2RAKJwBvw73s\nb2Wr/77PMzoseogihIlSDqPH3EEs+DWmfONxise00vruZFbeuweBEMTjC1jcsBtC2NmHcAsu5UaJ\noIZRSnX1hVRWnkYkMg3X9ZuVGgbYdg+el2Lt2u/T3v4wnhf/0M0alsUBF19M1fjxuLaN6BMRpDwP\nJ5Nhzv334ySTHzmPk4sgWjt37if/TR9B9aRJHHvttTipFHYyyX3f+hZOtpurZmiRC9evPbGW2uNq\ncTMuHW91UH97/ScK5c89O6WlJzJu3F8wzRJ6ehaybt0VdHY+9PH7FxYbBEllhUwzEGgLZwgisv6x\n4uKDKSk5AmV30Dy7FOUarHpsPMFhXcS7ZrNk9TEIw84+gFv43pC1evw3PnDdThobf0ZLy58oLt6b\n4uLDqa4+C4himFGkijJhwt/o6Z1Pa8s/aGn+C2bYBiODcgxmnHQioViMYHEx1ZMm+QmrfSfjs+Ji\nhcPse8EFG6LCRLaOb/ZzKYT/92xFgFVvvpm3QPqul/8evgVjp1K8849/bGLl5PIvZp56Kp7jEIrF\nmH3PPTjptA4WGOJ4GS8vLsIUn3jeXykHKQN0dj5IPP5NysoOJhyexuTJD9Le/jSelwBcDMOgs/N5\n2tr+lg2QcXGcDpTqb4FLaSDlBgdC7h7LuWp1vs4nR1s4Q44Nl2TatOUYRilCKpYuvIAZR1zNhC/P\nwTBCdK1r4IlrriYdT6A8d0Bu+n4TqxLCoXEMq/ohpbGzMQMBXFthhfwouExvhsioRoYf/hTCcAkU\nRVE4/gPoOP5Abxj+oM6GWmoKcDOZvjvtJyQiJzjZ/zMtC7LitFnB6SM8mUSi/3b6fG4VFeE5DomO\nDh77yU9ItLf7x6MHiyFHzooZdsQwRn1pFJ7j0b2gm6W/XboFycoGoLCsEcyYsRrPc5DS7GdUC+Fb\n8Z5no5SLaRq0tj5APP4MuVBrpVK0td39kXuyLCtfAgfAcRx9X30IWnCGGDl3wPDhV1BV9W2EkHR2\nPgoySbF5DtV7LmfcyfNRToS2Fct5+NJLPvObupAyexcoEBKU6OdGqB59JJIiRo25BadrBG4GrKiH\nHZeMP+deIqNW4STDmIEyMr299DQ3Y4VCLPjvf+let67//JIQ7HLaaQSLi1Guu4ng9BOUbM8gaRgb\nkkU3Izj+H4JMb2+/7wIgJVIInEyGaFUV79x9N+/cfTeGaeLqhL+hR/ayBcoCTL50MlaphfIUS29c\nSk99zyccsWTW+nAZN+5uKiq+hFKSdHoV4fCofrejUuC6G+qlGYbIvd9gGNDVBTNnPsMZZ3SSyRTR\n0FDPtddemw+z7+joIB7f1MXct/X1Vu+vtQ2hXWpDDv9JSKfrkTKI63ZRXLw/phFFSGiamyY6YxnV\n43embNRIRu+2Gw1vv73Fk9/CMPwpU8/rL1bKRUjJjkcdjed51E6fSc30MWR6e5DWA8SXTKJn6Ux6\nV1YTjELX+zuSXDOSZO86unrvo3N1Iytee+Uj9/3Uz372iY9zp+OPxwgE+glW/jf0+bcRCLDj0Uf7\n4pR92xRS4mQyIASGZZHu6aF2551Z+N//kuru1i61oYoCI2wQHBbETbgoV5FYs5magpslFwgA48c/\nTFXVF1EKVq++mnXrrmL48CswjAggUcojEtmNsrKD8G8D/17q+xhlMjB27CEcdlgbbW0m++yzJ6ee\nemq+ovTcuXO59957kVLiui6BQIDbb7+d3t7ezRybRls4Q5Cca6u8/FRGjrwVpZI4ThMNqy4g1bMK\nGe7imJ//nIpx41COw7PXX8/KN9748AG0zxu/n7PQ/5JXjBmDa9tMOeIIqidPxrNtqiZORAFOKoWT\ncZBCYEWiyECcxvnrsDsDdC4rJvXB1whFg/TE32fxih37HX8/91gfttYgX1pXly+EKoTATac56qqr\niA0fjqcUhmXhZDK0LlvG41deiZ1MatEZamRHJKvEYqdf7YSX8TBCBvMuneeXYvrIEUsghImUEcaM\n+TOVlafgOAkaG69n3bor896Dft8QFuHwVHICVF5+OuXlX8BxfBdbd7fFuedO4ac/7SUeNxDCobOz\nM28RBYNBotnIR/DL5rz77rv09vbma7edcsopfq8eXQhUC85QxU+4tCktPYkxY25FKUU8/jwrG87E\nczOEYjGOvuYaSmprEVLy1M9+xpo5c/oNoLnKyJuzfKYeeSRFZWWESkqYfMghOJkMyvPygpQTi9x3\nleuy4L//Jd3Vy5Lnn0YIk5qa/6Oq+jwCwRF+OfeuF1my5Ag8NzdH89lvrdxv+CRs/Dtj48dz7C9+\nQSASoXf1aj544glmnnYaoeJimhYt4slrriHd06MHgiFELiR6+NHDGX7scIQQdLzdwcq/rUQ56iPb\na+TybMrLv8LkyXdj25BOr2TBgrHk5mT8CLQNbBwgsDn23PO77LOPTSIBNTXVXHTRRWQymXxAimma\n/e4fL/sc5dqUT506lY6ODn2foV1qQxalbISw6Ox8gIYGg9raX1JcfDhjxzzAqtVfJ9XdxOJnnmWf\n87+Bm8kw7ZhjWDNnTr9t5AZgaRgMmzoVJ5Nhpy9+kbJRo4hUVGAEg3i2TSrrg7ZCIYxAACeVYu38\n+QQiEZa/+CJr581DCEFPaysAQgZACYLBiUQjdSSTaTxhUhI7gPHjHmLZshPwJ1xdPnMx0C1xE2ZF\nUhoGAcviyxdcwISxY3Ftm4fvv58F//kPiY4O9vza16gcP54jfvxjnrnuOlKdndkprM/3YDBkEFC+\nWzkokAFJx5wOvIyXr5yxeSRKZQgGJ1NX9yscB5SKs2LF2dlITN/NtqnAiKwQfNh2Pd544ybeeGPD\n/9xxxx3+J57H9OnT+d73vkd3d3e+KOjee+9NWVkZruviZvtdaXy0hTPEyVk648bdTzS6H1JGWLPm\nMlpbbwUEu595hj93YVksfvppXr3tNv8GV4pdTjuNQDRKpLKSsXvuiZNO+5aM6/rzIvgDeiaRIBAO\n8/4TT9C1di2ZVIqGvk9Y7ljy8z6+FRQMjmXKlOcIBEZnCyJ6WJZFe/szLF162GZdGFub3GTttGnT\neOeNN+js6MDOZJiy4470ptN4rsshl1/OmN13xwgEePtvf2POv/+9xQmpmq1DzsKZ9L1JRCdGMYtM\nVt61kubnmz80Qs0PaZaEQlOZPPlJLGs4tt3OkiVHkEi8g19c8NO7TaW0MAyFUgLPcz82CODwww9n\n+PDhZLLRmA8++CBpnfMFaMHZBpAIIbGskYwb9y8CgVE4TjsNDefR2/s6AEf/v/9H7YwZ2MkkyT5v\n65HKSj+B0nXziZZm1oppePNNPMehY9UqFj76KNI0SXV15ffar3py9vWvvzvAf4iDwfFMmfIigUBt\n9kH0uzcuXDiLRGJ2XjALRa599D333MO+++1HRUUF3//+9/nTrbdiGAau5xEuK+Pw//s/SuvqSPf0\n8OJvf8vauXN11YHBRoBAEKgIMPE7EwlUBvAyHvV/qqd7UXe/ROV+X8vOGU6btpJQaDSmCYsXn0ZH\nx31bpZyNzM4T+vsWm1gwuhr1h6MFZ5vAH9wtawTjxt1PKDQJ1+1iZcNX6Ym/zIjpM9n/om8SiETy\ncx7KdTGDQZASJ5Ui1dWFGQox99//pqe1lYY339xkL7nIrlzV6o8jZ8EEAmOYMuVZLGsUvovCw/N6\nWLz4C/T2vlkwS8c0TVzX5bjjjuO+++4jEAjw3nvvcfjhh+f70oMvnOHSUo746U8pHzMGO5Hg+Rtv\nZM2cOVp0BpGcBVNzeA2jvjIKN+nS/UE2/0Z+iNhIC+XZVA/7NiPrrvdz1LqeZvnyr+C63dmXncIO\ncX55qA0ipPvtbEALzjaDLzqBQB3jxt1LIDAKT2VYueJ0enreYL9vXciUww/1J8GlxAwGWfrCC6AU\nLUuXsvjZZ5GGsaGcSzaPoF+m9KeYw8hZMNHo/kyf/iKplJ1NsBN4XjcffLA/yeQ8Pqtb45NgGAau\n6/KFL3yBk08+mWQyycKFfkvhnOXjH7PoJzoVo0djp9M88+tfs27ePB25NkjkBKf6oGpGnz4az/aI\nL46z5OYlH2Ld+MNXVcUljBlzPdKEzs4XWbz4MMBGD29DD31FtiFyrgPLGsbkyS8iRADXsWm3L+QL\n156NcgIYQYt4YyNv3HEHq2bP3nQb2UKWA/cWnwtFDTFq1O+orj4L27YBiZQGntfFkiVH0dv7FpsW\nSiwMm4sOyolKKBbz3Wu1tSAlz994I2vnzv3EVp5m4MgJTuXelYz9+li8tEdiVYIPfvnBJhaOECbS\nEAwf+1XGjP4DrpOkvfEVli49EaX8l6rBuNc0H41uwLYN4ee2GNh2Ex3tD2GYUdyUyR5nXIby0qAk\n2DY1EycSLi72QzaDwX7zMcrzBthlpFDKxnX9iKCWln8SCFj44uJimiWMGfM3lHJQqjC3m5QSy7Kw\nLAsjmwi6yVF7HsIwSHV389pttxGIRnEzGfa54AI819ViMxgokEFJbFoML+OBgo53OzZZzX+BcAiX\nxPjiH77CDhf9h13+71Ua1p+M5yX9RulabIYkWnC2MZTyEMJk7bof0bT2b5ROSBKbuBY3ZSGLbHo8\nj7jjYtXVgZR4jlOgwVMihEV9/ek0Nd2Vry/lug6hUC3Dh/8UKEz3Rc/zsG0b27Y/cgJXuS7SMOhc\ns4Z5Dz5IMBrFtCz2PPtsAMwtaI2wfSHyixBGftmqw4UA5SnMiEnZrDK8lIfyFK0v+6H4fSfplVJI\n02T/iy/GdXoJFpfyyq1/JtObRkoDtNgMWbTgbHNky6ULaGy+lIpZCzEDJgpJz7vVHD9uPEdUVXDV\n5ZdTNWwYXsHyADyUchBCsmLFObS03JdNiAOlgowefQ3Dh/+4oBFrnwTPdXHSad7++99Z+OijBKJR\nxpxwAjufdx7O59bKUflFKTe/gIcQVp9l4NP43LTrN10TICyBGe2/DyElZijEUVdfzfh990UIgxdv\nvpl5Dz6Icl08Twd8DGV04ue2SDbPpnTkSCqm9eCli0ja7WRCb3DKxF8SzySQQpDcTFHBrYsCDISA\npqbfUFl5MgKB8iCTcRg18mcILBqbfgH5QWwIkA2geOuuuxCOw3G77cbkmTOZfNRR3Pv4475L0vO2\n48nODcUuo9F9GT/+LlxX4XlxVq26MGtVCxynk1Tq/Y/ckm8J+VPDQio8d8tEOzwi7LeRVoJ0cxo3\n7eYN4lyu1P4XXcS4vfdGKcV7jz7K/Ece0XlU2whacLZBctFlM44/nkC4HLs7TU96CSszD/LQB4ew\n/9h9wVJ87Wtf4+abby5oSQ3fyjHo7X2DpUu/xMQp9+I6HngSx3OoG30lzU234qj1/atIDyZK4bku\nhhC8effdfOmNN/hmbS2BcJgZU6bw08WLQQjcoXCsA45f7BJMhDCQsohweBy27V+eHXZ4BaX8DhGZ\nTIq2tjvxc60E8fgc2truwHeUuIDo9xKhXBCGRPRxoebnDze69rl7dMSxIxCGQAYkTQ82YXfZvgAh\ncW2b6kmT/CTmTIZkZycLH33U7yqrQ9m3CbTgbGPk8mTKRo1izF57ke6JYyczzPnTvxFHucxvfJej\nJx2BE3Q46qijuPm3Nxd8HkJlK053dNzPsp7ZjP/2BJTt4TkeXgAmHFjG0ptacFPuh+ZXDAaeUpiG\nwfeWL2dSVRU7h0J8b9w43ovHuXvtWgJCkNmuRCeX31XLpElPYlk1WFYlAJbl60EuhcTv/hqipuYC\nwNeLigqorf15dlseQkjWrv0/0sm1WMUukbpmVr09Z/OWYfY85vLGhBR4ysNNZYVDgRHc0C3Wc1wq\nx43j2F/+kqLycnqam3nk8stpb2jQYezbEFpwtjFyxTWnH3ccAMFIlPcevYfmeeuw4haBfQJ0Z7px\nlUvj+sZBC3pXnoeQBu0L6lF/aWH8+ePAUXhAyfRiJn1/Eot+vQjlDJ0BXOG/gQvghmXLuGvnnWm3\nbc4dNYpnW1tZn05nS0BuD/gBAYHAGCZPfoZQaCyO47B8+Vew7WZyQjRq1O/J+bSEsJAyBPh6IQSY\nZmW/rY4b/2ecJJTv4LHjhU/z/qOv4LoZDNMk0dHBm3femd2W36PIyyla9qQaAQuBBCVRbi6LXzJs\n6mSO/fnPscJhutas4T8/+hGda9boRN1tDJ2Hsw2RczuUjx7NUddcg5SSVE8PT1x1FT2tLSjXo2yH\nMsaePhaAZGuSpbct9XuKKDUoV1qaEs/xGHnKKGpPqSXdnEYIv/x893vdLLlpid9K2Buc49scRtZ9\ndlBlJXfOmEHUNHk/HueU2bN90dkO3GtSBvC8DJMnv0xJyb5ICStWXEJPz2uYZhVSQnf3SyiVzlaK\ncAkERjFixE/wPF9sgsEJlJbuSb92SoCdgLIpHUy94EVwixFSZROBPVLd3aAUZjBI+8qVzHvwweyc\njQkjurB2b0fKAIlVvSz7dUN+u2f+7W9EKioIl5bywHe/y6pP0QNKM/howdmGkIYBQrDPN77BhIMO\nwrNtFj72GLPvvtt/+JQLHhRPK2bUV0ahbEV6fZrlf1w+eK4r4QtloCzAxO9PpGhkEU6P4/c8KbPo\nfLeTxdcvHlKuNfBDoh3P48CKCv66885EDIPFvb2c9PbbNGcy2/SDkys1VFFxFqNH30IgEKO9/Sk6\nO59m3LjrMQzo7W3k/ff3IJNZw4f9UilDFBfvi+d52WABRW3dLzBVHdGxbUw66y2i5WOQZrYXk+f5\nbcDxLXXDNAlEItlS/ibJVAud7csxzABO0ia11uaFm25i3N57s9d55xEIh1n87LO8cNNN2KmULzbb\nuPB/3tiWn5vPFbnkzdjw4Rx/3XXYySQA/77wQjKpVNbH4fvCZUAy7txxBIcFUZ5i1T9XEV8cH7RB\nPWeZWSUWU344hXBd2BcdAdKSLPrlInqW9WxBv/rCYAqBoxQHVFRw+4wZRAyD5YkEp82eTUs6javU\nVi7WM/BsaO73FcaPvxshIB5/nQ8+OIApU56iuPgAQLJ8+em0t/+zTx28nFttgxf+40LchZTsduaZ\nWKEQynUJRCJMO+64/HyLUgovF52gFMrxK5KTtcaNkIGdTmOYJtI0Wfbii1vULVYz9NCCs42Qmxg9\n4OKLGTVrFoFwmHfuvpv5Dz/cP0one0WNkMHYc8cSrAmiHMXq+1YT/2AQRSe7XzNiMvmHkwnVhFCO\nQpgCgWDx9YsHVRQ/jJzoHDNsGH/deWeSrsuSnh4OfeMNDCHwlNpmHqBcX5hIZE922OFVPM/FcVpZ\nsGAHJky4n9LSg1EKVqy4kJaW33+CoqsCIfqn8n1cqHvVxIm5FSmprWWPs8/2X56kJFpTTjhQhVIu\nRsRESkm6pwc7lSJaXc093/gGzYsWIU1Th0Bvo2jB2QbIiU3l+PEc/uMfY1gWqa4unvp//4/u5uZs\nYUOvz/rZwT1qMubsMYRGhPBsj9X/XE18SdxfH+WvV0CLImfBFE8qZtrPp5FuSfsVqk3/eBZft9i3\ndBg6oiOEwACKTZO7d9mFGcXFpD2PixYu5LHmZiwhsAvs1jGzc0hbttdcozGP8eP/TXn5CUgpWbPm\n1xQVzaS8/DBcFxoazqel5c8D1lYi5wYG36X2odFkEva86VCqynbBkxlanm8h0dTFzFNOJVxaihkK\nsfiZZ3j217/WnTO3YXSlgW0AIQSGaTLp0EMJRiIgBPWvvUZ3U9NmQ0KV57vXnB6HFXesINGQAA9G\nfnkksR1i+QCCvNjkKplsZZSrEIagt6GXtQ+uJVAW8N0qjp9YOPnSyZhhc8MxDQGUUrhK0WHbnPTO\nO8zp7qbIMPjD9Ol8cdgwbKUwCxB2LvuWu8+KzSffqx/ppZRi7Ni7qag4CSklK1Z8D9Osorz8MADW\nr78+KzbBAasI4bkunuPkSywJKfsvuTbNIZPeTCP1LQ/S0P4Y8x67l3Xz3+OVP/6RdQsXojyPHY86\nioMvvRSllO9i/lyWHdq20YIzxMlZL5HKSibutx+pri6cZJIFDz+8iWXTD+VbFG7KpenZJowiAzyo\nObIGABmSDD9mOEbYyFcyEXLrP8DKVXhpj1X/WsW6R9cRKMt2Hs14yKCk5sgalKcKciyfFIU/4Cdd\nlzPmzOGtzk4sKblp2jSOqq7GUYqAlJhCIIXoU4ls4PCUQgJR0+SHEyZQbln54/o4hJAICWPH3U1l\n5VfwXIeGNd8n3vMkFZXH4XmQSq2itfWOrBtt67mrclZOfsm2x1CeQmIRNEoIGDGCkTIO+PZ3OObn\nP2P4jjviZjL0trcz/Ytf5OBLL83+rqFzj2g+GVpwhjpZ98HOp56K4ziESkp4/4knsFMp/y3vI1wL\nyvUH7kRDguZnmzHCBsIUTLx4IpV7V1KxdwUTvzeRYYcOI1gV7F/+fWsO+MIXw1V3r2Ltf9ZixSyU\np3B7XGpPrKXulLq8NSQMMSSsndyA32nbfOndd3mnsxMJ3DJtGscOG0bG83CUys/p5BYpBGafZUt/\nSm79seEwHhCSkq+OHMmtO+1EmWXhKYXxEQOvYfohzTufdBKHXT+WnX/4ApE9/4/1a59g8pgPEHYF\n6fQ6Fi06lFRqUbbKcuFCIYThH3vtibUYRRIRgtaXWuhe1sJDl3+PeHNLtiafH9XW09zMzJNPZueT\nTkJ5HoZlFexYNZ8dLThDmPzczYQJ1O60E0II4s3NLH/llU/cr0V5CuUomp5uounZJsyIiRk1qdqv\nCifuIE3JsEOHMfbcsQw/dnhelPLiszUGe7XBvbb6X6tpfraZ8IgwZrGJl/GoPaGWupN90VGu2mB9\nDbLwePg5OknX5ay5c1mRSFAZCHDdDjvwy6lT+eP06RxcWUnYMIhkF08pnD6Lwp+DMfoIUH7ZjHDk\nxOSS8eM5q66OtOfRZdtMjUa5baedKLcs3KwYboyQEtdxKKmtZcrhhyGLmrGdRrpa3ueEa/7EhDPe\npeLAR1m8eD/S6aX5oIKCI8CMmPkT4fQ6eXfZO3ffjRWJ+Otlq0T3trWx4zHHEBs+HNe2+7dD1wxp\ndKWBIY6QkkkHHUQgHMZzXepffpme5uYtKuchpPBfLVRWgGyFEio/iW/HbYygQeVelZTuVIrT69Dy\nfAud8zrzISVbJXosOxHR/GIzRtTA7XExYyaxqTFqT6hFSEFybZKOdzv8CsJ9fs9gBRW42TmbTtvm\nzjVrWBiPs2NxMWfW1uIBB1RUkHRdFL77688NDSzu7UXiWzuPrF+P82FWqVL5Ui85RLayRI/rcvmE\nCZw3ejTzursZFgoxo6SE23baiW8sWEBbJoMlJXbfrqaeR6ymhqP/3/+jpLaWZEcn//2/n3LoZT+g\nbFwLoViC+7/9XdLpeoQ0Ud4gtUJW4KWyxy1F1s2rkAGThf/9L57rcshll/ndbJXCtW1iNTUcf911\nPHTJJcSbmnQS6DaCjlIbqmRzE2LDh3PctdfipFIopXjk8stJZ6tAb0mkjllkMvF7E/FsDwR4SQ8z\nYmJEDNyEm3+7FIY/iWsUGSQaErS90UbXwi68tJdP4tyaVQvMqMkuf9gFu8vGjJoYIYPeFb20vNhC\n+1vt2N123lWoUBt8VwWm74PzyG67sX9FBV22jaMUKc/DBDwhiBmG31cH37J5trWVuONgSEnGdblm\nyRKSnocBxA2DZDa/KocElJT8eOJEzqyro9u2Wd7by0NNTZw/ahQjQyEWdndz7rx5tNs2Ughfx6Wk\npLaWL1x1FZHycpLd3Txy2WWM3Wsv9vzqV5FWkA+e/B+v/ulWPDvjJw0XOPIrFy0ZGR1h/LfGY4QN\nnB6Hpb9ZSqo55edpSV9Iph17LPtecIEfDi0EZiCAGQrRtXYtD196Kd3r1+votW0ALThDFGEYKNdl\nv29/m1G77YZhWcx/8EHmPfTQp2oRLU3J+IvGIw2JUWSw9JalBMuDVOxVQfGUYjw7W17Gy1oQSvlv\nmhLS69O0vdZG+9vtfQ4w++dA3D3ZBFAv41HzhRpGnjLSj0QSAs/xkJb0c3YsQdf8LlpebKFj9oZO\nkLl5gEInjVrZwf2sujrGFRWR8Dz2LStjVmkpSddFZi2OnMtLAcFcZFb23ynXxQWKXZfr9t2XR958\nE8t1cZXCCoVY/c479LS2IoEbxo/n8GHDsKRkeSLB3WvX8vUJExgdifBWRwf/XLeWR9auy7b2djnm\nF7+gZupUrHCYp/7f/yMQjXLI5ZfjZjIseuopXrjppoKer43JXbfSnUoZf+F43F6XdGua96/p3wIh\n13rgyJ/+lEmHHkqmp4fGhQsJFhdTs8MOdK5ezX9+9CO6GxvzgQiaoYl2qQ1BhGH4czfjxlG3884o\n1yURj7Pk2WfzUT2feFtZ91PFfhUYAQMhBe1vt+P2uPR09NCzvIfI6AjVh1UTrg37rq1eX8xy1ZyD\nlUHqTq2jbFYZbtJl/ZPrSa1P+dsXfSyNT/t7pfDF5vAaRn1plF+a/rkmnLhD+axy39IpMnDiDiUz\nSohNjZFYnSCxOkHjo42kW9LZDbHhmArgcsvl3/xl9er8/5VbFmOLivLzNeeOHMkuJSUkso3wpkQi\nFBlGfqYk5bogBJ7jEIxG2f2CCyiybVz8gXbKYYeR6OjA8zyeLSri7eef58tAdWUlR1ZUcNfcuXx9\nxAh2D4U4ZtwEflQS4bfvL2XHw4+gfMwYpGlS/+qrVE2axM4nn0yirY3lL7/MS7fcgszeZ1t1gO5r\nFW9E7gUhZ7UCG4JE+qzuOg5CSt686y6qp0yhZPhwAtEoweJikp2dlI8dy+RDDuHNu+7CME1cZ5Bc\ng5qPRVs4g4js08JYKYWX879n52f2Pu88xu27L0II5j/yCPMeeGCLS7HnBKf2hFqKJxUjTEHLCy20\nvtqKNGS/BlmxHWOEhoco2bGEYHUQXHBtN99/xwhl5xcM6JzTSftb7fTW92Z3xKdKJM3NIw07bBij\nzxgNwu9jv+yWZfltle9WTuX+lZTOLMVLef0i6JSraHyiEbfHZf3/1vfZsD/h7nlbvxKA0Sf67EPn\nZ7KcXlvL8FCIjOdhSsm3Ro8maJoUpVL85phjWFxbS9i28XKtlLPnXgiBJwRJxyEgJY5SlAaDhF5+\nmVQ8zu7VVRR12yR6X+NX5cM5aK+vIooNlr/0CnPuu4+Tf/c77N5elOdx1+mnb72TIdjk+nwYVsyi\ncr9KAmUBKvaqQHmKTGuG93/2/ibFXHP3fWldHcf/+tfERowgHY/7L2Cui1VUxHM33MCi//0PaZob\nqlBrhhRacIYoJSNGcNQ11+C5Lm4mw+NXXkmyo8MPk96CYAHlKYpGF1F3Yh0IsOM2q+5e5c/b5FfM\n/pm9E8yoSclOJVTsXkGoJoSbcvMDQG7uxIpaOCmH3uW9ND/TTGJN4kO396HH10dsRn15FAhfyJb9\nblk+oCA3XySkIDQ8RGyHGMMOH0Z4RBjlKNykixk1Ua4iuSZJpivDmvvX0LuiN7+fXG5MIcrQiOz+\n8vvZaJ8b7390OIyZ7SiarKlh+plngudlLUcora0lWlWFa9tIKXGSSRzHQUrp13ILhfxwYc8l6CmK\nO5qxq6qxlEnn6kYev/onHHL5ZQybMhWE4MWbbmLF66/7Tec+ZQ+ZjUPmP8qaDI8II0wBnn9f1Z5Y\nmz8RMiQJ14bxMh5Or4NZbLLm32tofqY5v5++284FBpTW1nLCjTdSVFpKujeVTSKFUHGEZ379a95/\n4kmENFC63fSQQwvOICClxPM8vvCFL1BVVYVpmrz66qssXrwY07JwXZd9zjuP0XvuiWGavPfoo7x7\n331b3Nkw98BGJ0apO7EON+VgdzqsvGvlh66P2PBWKkzhWxf7VmKVWnnXV24QEKZAmhJhCNrfbMdN\nuDQ91+QHGLDpgNFvX1mxqT64mlFfGYUQgo65HSz/w/IN3/mQCDkZkFQdWEWgLOAnimYtgNxxW0GD\n5a82ccQii+deamCtl8l/18pWgR6sm97sM38DH28RVU+aROWECbiZDAjB5EMOobSuzv+3lAQCARKe\nImiDISBleEjbxgqFWbH8f4TSdYzeY3fSPXFevPm3rHzjjU9lJfcNSf84q2XY4cP8PkcSqg6oQgak\nn8xLHwtYATIbCm74+3BTLm7KpeOtDpqebsLutjcZoXKiY5WVc9offktZTRQn4+A5Bp4jCMdiPPnz\na1jyzAu6MdsQRM/hDAI5N1pdXR0nnngiUkqi0SgrVqzAdhzK6uoYueuueOk03W1tzL73XgBUVmxk\nNu/g4+ZzlKcQIkCleyPOY1GECNGy9sfZT/1ujxuv7x9g9t+Oou31NjrndVI+q5zohCjBYUECZQG/\nx46TfUtWULFXBeC7v1pebaFzbieZtgybI+d6qz6kmpGnjgQF7XPaWf6H5X0O5sOPy8t4NP2vCYCm\nZ5sYeepIzIhJ6U6lKKHwuh2iB1VydKyUm40p3LR2Ma+1d/J6Wxu9fQTbFAIP3/IpFBsLjIR8RKIS\nYpNyLc1LltC8ZEn+3/WvvOJXX1YKAcz80pfYbdQomipcOpSiomgyWAGcZIqacTNY8OK/ePbk6zCt\nEKmezs1XpxD9c4A2fknY+N+RMRFkUILnWym1J9Tmw+6lKQlWb0gidpNuPqRdCIEZ8ZM4pSmxu2y6\nl3b758GSxKbGEEow4rgRFI0tovGRRuJL4xsiKJUfLDN5ylSEl8Grb6epaWcCwRaa3ppAx/sVhIoF\nRT3XIMQhoFT21GrRGSpoC2cQyE2iBoNB/vSnP4EQlJSU8J2LL2Z1QwP7nH8+Y/fYg0QmQ3l7O/HZ\ns3nupZfo7OzEdd2NXCF+H5INl3HTyzlu7H0IijDNchpWnU8qvYDNCc5mj3Uj6yJcF6ZslzJKZ5Vi\nBAy8tJe3MMC3eswik3Rrmq75Xax/ar0fip3TjKxlU3VgFSNPG4kQgs55ndTfVu+HO/PJQluFITbx\n85fvXo5ZbDLmhDpaywW/nFfGqe9GIKrACPBKYyMrUiluWraMd7u68t/LFcPc/NkbXESfeT5gsxbu\nzsEA4sI6EpUBqgI7Yhph6koPwxBhep3VvPvqrax7tp5Ug4cw2FA6KGdsbMYKlYFsMqWC6oOrCQ4L\n4mV8V1/57uUYYWODqKT65EgJgQhsmPh3e91s7TOB2+Oy7rF1eWHKtGd8Qcky6iujqD6kGrvDRgQE\nRtCg8bFG1v1nnX9M2TnHvffeh0suvYS29S08/ugXeP+DkRTHQAn/tximoLP7MZYtO4aBDafUfFa0\n4AwShmGglOKkk07iwgsuIJlM8tYbb3Dtn/7E8b/4he+n9zzGtbRQFgrRnUhgGgatra0899xzBIMh\nli9/n66u5Cbb9pthCZRyCYWmMGLE1UgZxHZaWLfuSuzMuuyan/DSbyb6yyq1qDmshtgOMYwiwxcV\nLzvnkg1zFqbvglt2yzJS61N+BQNHUX1gNbWn1PpiM7+T+lvrN+xnS+/GPm/nuWMzQwbFJ9TwlUQZ\nv8uMhxBgu5CtXJzxPB5Zu5Z/NzfzTlsb9YkN80+DUf15i9jIAspVgMYyqN67gmHHlpOOJ6mKzWRM\n2XFIEcYOtLKk8W4W/WEeieWb3i+B8gCRcRE/IRhFxR4VRCZEUGlfKMyo6c/DZE+Ll/HIzUwJIZAh\nX5yEFDhxh875nf619GDtw2vzQqVc5d8nfY9fivxLSLguzJQfT/ETQTMebsLFilo0Pd9Ex1sdJFYn\n/BB5V3HFT69i/IRRuG4Pjz9+FIsXjyMUBNcD5dlYlkV7+yMsW3YqoLJtFobwdf2coAVnkMhNCldV\nVnLSD39IqKSE9vXraQHKamroTSapTibZUSmSgGvbeJ6HaZoEgyFisQD/+tda3n23l0AgSWvrPQgh\ncd2ufvuprv4OJSVHAYLOzkdoaflDvgnXpzvw7J/Zu6aoroiy3cso2aEEYflZ4m7CBekLgFlssuLP\nK4gv9t9kK/evpO5kP4Che0E3K/6ywje01JYlsm720AyRr6aQ44CKCr4zdiz7VVdTZRhgWZDrpRIM\nsqqri4fWreMXy5fTY9skXDdfTkZRWHfbp0XiB3IoYNghNYw4ro5UVzsTqs6gJDwewwvTmHqBdb3P\nsfKPa0BCzRE1OAkHIQShESGKRhXhZTyQ+Far7VeiyLnN+gYKZNozvpVkCNyky9qH1ubnZJwex69O\n/iHkrlFu5Mlfq6zBXTypmAkXTvATkBF+FYywgZt2WXH7CuJL4kghiRRH+MXPfklxLIpppvn733dn\nzZqpFBVZeJ5EKZtAwKK5+UHq60/6BL19NIVAC85gkW054No2Yw46iOnHHQeeR1EkgvI80uk0c265\nhVkzZpDOZJg5cybl5eU4joNtu0SjisceK2XevDCRiMJxUkgZIZF4l2RyPqBIJudTXf19wuEdUSpD\nS8sfiMdf2vBW/JmOv38YtDAEsR1jlO9e7ieSZjx/4liBETbofLeT1PoUI04Y4Vs2CzpZcduKz34e\nPwxDYChwswOaIQTfGDWKncrKOHXYMMqLinzhyXaYdIH3urq4ub6+X15NLsLN3QaEp28gRt3xI0l1\n91JaNIkJ5V+hK7mMlb3/RuFbojIoN7jUlF+zrq9bNCcw0pJ+hYcuO/+y0fh4I27S/dCqE7mETmAT\nt+dHHn/WAq45sobRXx1Nd2M3hjTIdGaIRCPYcZv1z6yn851OnKTDKaedzEknnIrrpnn99Vd59tlf\nUlxcipsPanCADO+/vxfJ5IIB6/Gj+fRowSkgfas7597mpWFQMWYMB11yCcp18ZQiVFzM3Pvv573H\nH89/t6qqikgkQklJCUcccRSWleaVV0azdGkl4bCL4/iuEiHCSBkCXGy7EcsaDWRw3U4aGr65FX7T\nppFo0YlRao6sITQ8hLQkbq+LUWTkXWw9S3r8SLms5m3NxEOjz/xMjkmRCGeNGsWXRo5kuGFQFA7j\npVJI0wTD4M3WVtpSKb7z/vss7+390O0MRfKh5ocOY8TxtWTiPUQDo0k7HTheAmlYSEsgA37SpzAF\ndqftJ196fnWJludb6F3Z68/HSEFPfc9H73MLwqQ/ekN+QIwRNdjhOzswedZk4h1xnF6HZfXLKBle\nAgHoWdxDwx0N2CmbC79zEQcecBCoJC++WM6TTx1MeZlFrnO1EOB5nXzwwUEkk/O0pTPIaMEpANIw\nstFcG051rKaG0XvsQUltLWP22INkV5cfqeR5RMrLeebXv6bpgw+QpolyXdzNTBaHwzMJhSYAKus2\nMyHvW5fZ3aWRMozrdtHQ8K2t+js3Fp/SnUsp3823eJxexy+bYwrev/r9fE23Qt59RrZfjd0n6OLg\nykrOGTOGM+vqIPf/2agxhODWhgbuXLmSN7M9cOxtIcw2656qOqCKuhNGkkkkMIMBv6KBlyG5Jk3X\n/E7MUAhhQtd7XfQu7/3w7W1BMudnRQjf5VZeWs6/H/g3M2fOxMk4XPjDC3kl+gqVYytRniKxIkHb\n221UtFVw5ZVXEi6K0tL8Hjfd1ExR8W8wDIH/yHkYhsR1W/jgg8OyovMZXMofgpTSz5PSCacfiRac\nrUAuIGDjxLryMWMoGTGCHY85BmkYlNbWYqdSZBIJAkVFGJblDw6Wxex772Xx00/ns6ZznRFzodAb\nlwsJBGpRSlFUtDPR6P54XoJweAeECOE4HUhp0d39DG1td/YRo600ePaZ55GWJFAZoGLPCir3q0Rl\nFK2vtbLuP+sGreqzzAkKG87AjrEYO0Wj/GjKFKbHYiAlbjqNEQzSm05z6Guv8UZHh1+9oAAJpJ+F\nvpPwky+ZjJCCVFuKWutIKsaMw+7M8Mbv/866RXP7fIkNI8HHhElvbSzLwrZtTjnlFO6++27iPXHm\nvT2PQ794KJMumESgMoAyFDIoWXn/SkZPHU3x8GLCkWLef+Rluuccz5Sd/4DnhhFYKOViGAaO083i\nxYeQTM7JPjsfff8LIfKVHvqypeWlNBvQgjNA5N5wlFL9rJFQLMYORx1FsLiYiQccgJNO52tDiWwN\nLSMQYO2cOTS+9x51u+xCzbRpuJkMb/7lLx+TqCf7CM+mnxcXH4CUMcrKTkTKCEIYdHb+l7a2O/Pf\n35r9T3JFQFEQrg0z5mtjMEIGTtJh5R0rSTelByRY4LNgZIM3+gYHfGfsWMoDAa6cNCnvl+l0HI5+\n/XVea28f0oG2ObGJjI0w4ZsTMIoM7A6bRTe+h5Eu4fCf/JDSulqQHs//5jesnT8fPNWvxNFQwDAM\nXNfl0ksv5ZprriFjZ3j4wYc556vnENspxpjTx/iFXYUklU5hd9m4tksoEmP1AwsZYT9OVd0XSCcz\nSBnA8xwCAZPOzldYvHg/pAzieekNO8xZcQqk8J+rLbFWpk6dyr777sttt922Fc7G9oMWnE+JECL7\n1rTpTbnzzJkMr6hgvzPO4KXmZmpqa7EdB7u3F8M0CRQX093YSE9zM2vmzGHVO++Q6urCdRykZXHA\nd75D1YQJGJbFm3feyYpXX/0EJW3EZv7urx8Oz6Ss7CQCgTEIoXDdblpb/0wiMQ8/j2crlwDJ6lp0\nQpRx54/DS3vY3TaLf714yNyB+VbNSuUleGQ4zFWTJnF0TQ3DwmF6bJuX29o4+e2389FsQ2leJy82\nYyKM//Z4zIhJpj3D0puWkG71k3CD0Qgn33ILru1ghcM8+L3vkWhr+wT3V+ExTRPHcfj+97/P5Zdf\nTiwW45777uE73/wO4Z3ClO1V5ls7tvLr/qVchCVJrO5izb8Mdpz2CqHwSBzb9q16bKRwWL3qFzQ1\n/RLfBf3homJZFjNmzCCTyeSfd9d1OfDAAzn44IOJx+N5b0ZVVRW2bXPUUUcV7PxsiwyRx33bIOfW\n2thXGwwGOeKII9hrr71Ip9Mcf8IJFAcCPLVsGU+tXUtpUREZ20a5Lm319dS/9hqda9bQVl/fb/u5\nMuzlY8dy9DXXkOrqwnEcHvrudz/l8frFNnP+6oqKcygtPRbX7UEISVPT9SQS8woSvSMMgbQko88a\nTWRUBCUUax9cS8fsjiHXxyTXdiBXFWBKNMrz++xDTSjk1yNrauLYt98m7jj5pNHBPvq82IzLWjZR\ng0xrhqU3LyXdmvbzXZAo5THztNOYftxxOKkUy15+mTf/+lffis42extK5MpAzZ8/n+rqaqqqqjj8\niMN59plnkVJSe2otJdNK/DlBFzzbRZoW7fPX0fzfEFMnPUdR0WS87JQhAowwrFxxCc0dNyLw50ij\nE6KUTCvBSTmcOPFEomaUYSOGccD+B5BKpfLVPQBs28a27bzb0fM8otEo69ev54QTThicE7WNoAXn\nE7LxoFhTU8PMmTPZe++9OfzwwwGIxWI4jkO8t5eoZTGnt5d/L1xI/IMP6Fi3jg+eeALHtvGyeSCb\njVqTEqRk8iGHsPOpp+Kk06ybP5/Xb799Q8HFLR4UJP6ldqmoOJuyshNw3TigaGq6kURibu5XsrVu\nh9x8Tcn0EkZ/ZTSe65Fan6L+z36FgS0Jny0UAjCzgQLTolGe2XdfhoXD4DjEleL/vf8+12VfGmR2\nbmdQjrOPZTPhwj5i89ulpJvT/TynOffszFNPZfrxx4PnseT553njjjuGpOjkXNW77LIL999/P5Zl\nsX79er54/BdZvWo1UkgCwwOMPmM0VrGFm/QrG+BI1jyynEBgAqNH/wbPUyAUIlOG0T4TiUVi1G+w\nJ/0W4YSQIb/poOd6XLv3tVSHq0m5KVLJ1CZV3UOhEMFgMD+XEwwGWb16NS+88AI333zzpy6K+nlA\nC84WUFZWxs4778yXv/xlqqqq2GWXXejs7CSZTBIOhzFNE9d1aWlpoaujg6tvuIHVLS20L1vWbzsy\na4Z/qAsjWz14p5NOYsejj0YIQf3LL/PGX/7yGQsS+pe7qGgmZWUnEwpNxnHaSCbfo7X1djwvwdac\n18n35tm3ghHHjkA5iu5F3az6+6ohfSeaQuAoxcRIhFPq6vj51Kk4joNpWXx33jzuaGigx3W38ozY\n5smd08j4CBO+NQEz4pcVWvKbJWTaMpsNzMgVwJx52mlMO+YYEIIlzz47ZC2dnJWz88478+qrr1JU\nVER7ezt77LEH9Svq8VyPQHmAMWePwYz5lcOV42EUBVAqjet2ghdEhddgrT6D8Gt34QmBCKZIHLqL\nX3MtWxlDKcW1+1zL8Mhwunq76OzsBPwXTtd1KS4u5oknnuDtt9/2K3a7LsFgkPr6elavXp0/Vs3m\nGcKP+dAgZ0p/73vf42tf+xrJZJJIJIJt22QyGSzLIhaL8fzzz1NfX086nea3v/0tmUymX65NPrLl\nk9QJy+6zuKaGw374Q4xAACed5plrr6W7sfEz9m/3L7lpllNT838EArWAIJ1eTmPjL/G8nq2WqyCE\nX2PLjJmMO28cRsR3+a24fQXJNckhfTf2tWAuHDuWW2bOhKxbtTGT4bBXX+W9eJyglKQLNODkLZvR\nESZ8ZwJm1BebZb9dRqop9ZFRgHnROeUUph13HAJ8Syf3UjNERefnP/85pmkSi8W49tpraWho6DfI\nl88qp+YLNbi2mw3Dl0gRxjNakK17EnrrdqQbQxR3kNrrK7jRZRhGhN6GuH8PAkePPprqkmoWLFzA\n448/3m/7Ukpse/Pu59wcj+bDGcKP+NDBsixef/11PynNMIjFYqxbt450Os1DDz3Em2++yXvvvUdv\nb/9cho+1ZD6KbOhu2ciRHHTppQSLikh2d/Pc9dfT3dj4meY9cnkIhhFj+PArCAbHoFSGdLqexsaf\n43nJrTavkhsEqw+p9kvXS0nXgi5WP7Daj1grcJvoLSEXWOApxV5lZVwxaRJHjhiBchzaHIeDX32V\nBd3dfj+crTyvk7dsxkWY+J2JGEWGb9nc8OGWzSa/Jys6u5x6KjscfTRSCBY/9xxv3nnnkBSdj7wn\n+4xkky6ZhBHyi4u6veA4rQS9fSl6528Yqhjbbmf5+gNxIgsQmSgioEg1pfr3iPqY4+g7pwNsNg1C\nsylacD4BlmXx4osvMnLkSF5//XVmz57NK6+8wquvvtpvPdM0NwmL/izkBoTy0aM54OKLCUSjpONx\nnr/hBrrX+90tP717zXcAGUYZpaXHEI3uj2mWkky+T3f3C/T0PD8gv2GzCL9a8OTLJ/s1syzB8t8t\nJ9WU2ibuyFx0miUlT+2xBwfV1IBSrO/t5aYV9Vy/vB4XtdVaXefCzSOjI0z87kRkQGJ32iy9eenH\nWjabbst30e58yilMPeIIzGCQJc8957vXDCPfEmOoYJpmfj7FcZxNBMgIGYz/9nikJTCCIRb/fh5W\n965MmfoMllVKxl3P4kVHZMs/9Y/QzJfzERvSDbTFMrDIj19FEwqFePDBBzn88MM5//zz+dWvfpUX\nm1y4ZC5ufyBvUM91kYZBe0MD6xYswLAsisrLGbv33n5Zko0qB2/h1gGB63bQ1vZ32tr+guelCJiT\nqB79Jcp2LQHYpPnWQCDwa2Y1PtaY9bdDzVE1mJFtoz2Tq5Q/r+N5fOHNNzns1VfpSqWoKSri2p1n\nct9usyhWEjyFlAN88iDfe6b64GqMIgMjbNA+u90XG3PLRE4phWGazL3/ftbMmYNn20w+5BCmH3cc\nynX9cj9DCL+WoB8ltjlrx025/pyMCuCKFkrK92PShOexwqVk3A4WfXAoyeR8hDBBuJAt30O2tYHy\nfJEZ6GdZ46MF5xMQj8e5/vrr+eCDD+jo6MCyrH5N0FzX3WphvTnRmX333ayZO5d0MsnEww5j/IEH\n+qIjP8sl9Mv2CmHR0/M6zc03I4TEs21Kdy2jbNeyDdFjAzhu5loYdM7tpGd5HCFtYlMjlO9RAqp/\nZeKhSi5kOqMUzzQ3c9gbb9Bh2+DYnFg9km+cthOhvcvwPIW05MCdPwnKUYw4bgTlu5cjTUnrK62s\ne2idP6fjbOF9mHMFCcGip57CTqexEwnG7LUXkcpKv8rFZ7rHCkPu5atkegwjGMILtCJadmNM6aME\niopJp9axeNH+pFLvbZijVGTLSQ29CMntlW3AgTE0+KRdNrcK2fkcISV/v/9+SmMxiktK+P43v8ns\n2bPzCXKfbRf+vE4kvDelw/fFOuBfCMOka14X8SXxDdWCB+ynCxCKQHElE6c8hOf24KUtli86Bcfp\nYGtXQRhIcj109igp4bqdd2K/QDlXH9jJ3eN76f5dA02vtPgrfsbzlwsSGPHFEYw4bgRCClpfaWXF\nHSv6VXX4VNvOutaqp0zhwIsuwgqH6Vq/nmd//WuSnZ2bREeKjbqTDvZ8T+731500lpJdHbxVMwm9\n+U8MFcFRLSxefBDJ5HtbLSBG88kY+q8uQwTP8/A8b3ASFJXyy+Z4Hv+95x5qy8oI2Dann356vtrB\nZ3OvZZNDhaQ3+RprV/6anuUphBDEpseoPb6WYE0QVP/S85/xRyGQZLq76Wh4CXpGYbi1VFSc47s7\ntiFspZBC8GZXF/u/+DK3LF1MERLPU4w+fRTjzhtHoDLgn79Pab3lxKb2uFpqj69FSEHba20DIjbg\nzwVKw6B50SKev+kmMr29xGpqOPTyy4lUVOStaSGEX1A2GwyTW1AKaRgIw0BmG92xkShtdZTAcdZj\ndO5K6I2/YKgItlrLokX7a7EZImgLZxsiF3Z5wgkncPnll2OaJq+++io//OEP8z7nzyyIItda2KNy\n/0qKJxXnW0Svf3K9n0g4YOQKknqMG3c/geA4TKOC1au/SVfXk1mra9sZIKQQSClwXI/Rhw8nekAF\nkdowwpQk1ydZ9MtFZNoyW2y85cXm+FpGfHEECGh7pY362+v7FUodCHKWzLApU9jvwguxwmG616/n\n+RtuINHezo7HHMOMk05i/oMP0t7Q4AuQYbBm7tyPDGARhrHhUD9t5OaHbhykNFBBl7r9jqZs3QOI\ndBCKGlm86LD+bjTNoKIFZxsj5z47/fTTufjii1FK8dJLL3HZZZcNXB6AyE7sK0Xl/pVExkb87o4J\nl+S6JG2vtvnhywNy9/ijbyx2GHV1v8Hzekinl7Ny5TmA+9kbxQ0CUgo8T2EEDSZdMonYjjE82yPd\nnGbpzUtJrk1+YqHINSUbcdwIak+oBQGtr7ay4raBsWw2u89sdFrVxIkc8J3vEIhE6Glq4ulrr2XK\nkUcy7dhjsZNJzEAAAMM0WTNnDql43J+EB+b++9+ke3t9AXNd7FSq/z76zgv1eUlSG/37k5CL5hw+\nayIHfO1P2C3FZOx2/nfdhaTTS7XYDCG04Gxj5Ep9VFZWcscdd1BaWorjOHzjG99g8eLFA5vpnL07\nrFKLmsNqMKIGwhCk1qZY//T6fJfIzxr6K4REiABjxtxFMDgWIUKsXn0x8fjzbEtzOX3JWSUyIBn1\n5VGU7VqGGTPBywrGHSv89T4ihDn3We0JtYw43u+U2vJKCyv+vGLALZuNyQ3iw6ZMYe/zzsMqKsJJ\npUBKDNPMu9Fy+TqBoqJ8RJuQknQ8nnfD2ek08x54wHfbmSapzk6/SvVH7DvHx1lD+dSBMWM4+pqf\nES4N4YguZr9+C/N+MReBgdraxWk1nxgtONsguRyBuro6br75ZiorK7Ftm+9///u89957A5uElr1D\nzIjJ8KOH5wfNVGOK9U+t9wfL3F30idz1AlT/FXO/xzBijB//EFKGESLIypVnZn3vcsAbZhWEPk9X\nbEqMid+fmD+XTc80sfahtdhd9mYtlb4BAnUn1QHQ+kor9bfVf2hr54Em14tpv299ixE774ydSORb\ncAgp89ZM34Z1/j9FPxcaUhKIRPLut0xPD43vv+//DtflnX/+EyedRkiJa9ukurv7HYfoE7DT1/rJ\nWWKVEybwhauuJFhUTLKnk4XLb6Oncx31v121bd432zFacLZRcq61Aw88kFtuuYWOjg7WrVvHl770\npYGv55QTnZhJybQSouOjGEGDxNoE8cVxeus/olvkFlJZ+TUqKy/I9+5pbLwqKzjbnpWTQ1oSz/Yo\nnlzM5EsnIyzfTSakYNnvltHxboe/YvY85y2b42upO7kOL+3R9mYb9X+uL9gTmwtCKR05kn3OP59Q\nLIbnugTC4fw6ig01xrxMJi8MQsp+VgpC4LlutpunQhgGgUgk/5OdTCYfdJDq7eW9//zHfwGxLHqa\nm2l4++1Nji9n2VSMHcuRV11JOFpCqreDBUtvI+U0EZ+fYd1ja/QIN8TQl2MbJZdwGgqFuOyyyzj6\n6KPp6enhrrvu4q9//evA13Xqc6cUTy6mch+/1a+0JC0vt5BoSDD8C8P9AAO5oW5a7liVAqMIut8R\nJOolQqqNXPUGoLCsSkaN+iOe14uUYZYvP41MpiF7ANuu6OQ8g8HKIFUHVVH7xVqcHgcZkKy4YwUd\nczpwE27esjGCBjNunIG0JEaRwYIfLyCxKrHVqhdscrhZ62bsXnux9/nnk+zsJNXVxWt//jMIwbh9\n9qFmxx2xk0mKysooGTECz3FASpxUCse286WAcsKUj6TsE7km8C0Vf0VfjELFxf7fTZN0Tw+ty5YR\nisV4869/Zf377yNNE9e2qRg3jiN/8hNCJSX0tLSyuOFOEvZ6QrESlt66mOS65KB1ldVsnm0r/lST\nJ5dw2tPTw5VXXomUkoMPPphvf/vbeJ7HXXfdNbCik3WZCSGIL46jPEXV/lV4GY/y3coJ14YJlAdQ\n+C42KWS+K4I/0BgQ6qRq5FdRyaMgGEdgkltJCInfwdTAcTqyvXxMKiu/zrp1P8lGrG3DguP5lku6\nNc2a+9cAMOK4EXgpj3EXjCOxOsGS65aQ6chgRk0mfX8SRtgACUtuXkKiIVHQwVO5LkJKanbckVRX\nF2YwyLIXXqBz7VoA3r333vy6sZoaRu22m2+pACOmTWP49Ok4KT+0XlpWvhWHEIJMMrmhTTp+9CVA\nrglcoqMjv21pGFROmECkvJxAJOLf97ZN5fjxHPajHxGKxehpbubpX/6S0KFJQlUlxFNdqKAWmaGI\ntnC2cXKFBF3X5Z///Ce1tbXEYjEuvvhiXnrppQFJCt1kn9mBr3hSMbEdY1gxy9cNl+wrax8Lp5/g\ndCEWngnLjoDQpoLjz+OU0NX1X8LhnQkERqGUTVPTdXR1PbbNu9aAfvM1oZoQ484fR2RsBAQkViVo\nuLOButPqKJlegsoolv9xOW1vtBX2TT3r+qocN44Dv/993FSKVDzOs7/+NXY67Q8a2eKkub/3xbAs\nwmVl2Sx+j0mHHELVxIm+AEnJsClTCBQV5atv2729G7YFG+Zp+swRCSFwbZuGt95i+SuvcOhll1FU\nVkZPSwtP/uxndK1dy0H/dwiBiEm0JMqrv3+V9R+s1+0ChhhacLYDcg/VEUccwVVXXUU4HGbhwoVc\ncskltLS0bJ3qCH0CBaoPqqZoZJEfKi1zH29GcIq6kO+dAcuPhGAvAoP+Fk52PQAUQlgIYQGwbNkX\ncN2egf0Ng0hOQMyYyeRLJhMaEfJfHgISz/Hwkh71t9XTObcz72Yr3LH5uTh7nXceI3bYATMUYv7D\nD/PBU09ttjWGEKJfmPPHtc6omzmTcEmJP68jJTNOPBErHM5bVYFodEOTdM8jk0jkE04N08x3xu1p\nbeX5G2+kc80aDjzoIH58+f8RDARZsmQJP77ix7S0baV7X/Op0S617QDP8zAMg6eeegohBIceeiiB\nQIDDDjuMf/zjH/nIogGlzytp83PN1B5fi1Vi+aHAIYk0JAp/Yjxn7Xh2DCY/BKUr4d3zIZjoE7GW\nOz6/qKgvQApQpFJLiUT2obv7f9tuxNpGKM8/N063w/vXvE/1QdWMPmc0druNGTXpWtDlV8/OUahX\nw6x1Ey4pIVBUhFKKVFcXPS0tvstrM/eRUqp/VemcZdJ3m31YM2dOv3+vevttfx5HKQKRCLucdlpu\nwwRjMepmzvRrugmB6zgkOjsJx2IseOQROtesQQjBzjNmYBVZZJwM8z6YR1NLE4ZhaOtmiKEFZzvB\ndV2klDz55JM8+eST/T7bag9d37FH+r1shCnoeKcDu8POVzXOjT5lu1ZgVaRRdILbg3AToAz6Wzgy\n/3elPEyzkqamG0il3s/Xe9teUJ5/vpSr8GzPF+ds6aDy3csp36OcJTcsoWthl/+FAoiOyM6jlNaN\nZNjkKaTi3SS7ulj97rv5OZaPZeNeQBuJVK5ETo5MIpH/e7qnhxd/+9t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"prompt_number": 13,
"text": [
"<Image.Image image mode=RGBA size=412x300 at 0x108179320>"
]
}
],
"prompt_number": 13
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"hmm, that doesn't help to see the differences. Align the conformations on the core:"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"tm"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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QffsWbG1ptYCHh3RBzYMH+juuEAIXL17EwoUL0bVrV/j6ZmHYMCmsP/sMuH4d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\nQmCC\n",
"prompt_number": 14,
"text": [
"<rdkit.Chem.rdchem.Mol at 0x10816cec0>"
]
}
],
"prompt_number": 14
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"core = Chem.MolFromSmarts('c12ncnc1ncnc2')\n",
"match=tm.GetSubstructMatch(core)\n",
"tm"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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A5s2tV8/DD8tao9euAX/7G/DRR+aPMxhkGbalS+Xa2IULQHQ0sGqV9WqzEVFRUfj8888R\nFBSE8+fPY+rUqbj33nsxatQoREdH49SpU1ixYgUefPBBvUstl7u7O3x9fXndj8rSO4mphqjMpPXp\n04tbXa+/rk19//mPUg0bFp931CilCgrKP37zZqXq1Ck+/v33dZ9grrncXOkyrqBDhw6pYcOGKRcX\nF9WqVSu1ZMkSlZeXZ8UCLa9FixYqPj5e7zKomuGfRlQ15U1a37oVmDhR7nfsCMyYoU097drJLhYR\nEfL4o4+k1VreZPHoaFkQ3LRl01tvAS+/DNy6pU291cHFi0CTJtg0dy7OnTtX7mEFBQV4++23ERkZ\niezsbGzYsAG//vorXnrpJbi5uWlY8N3z8fEpszYoEYOQqu7xx+VmkpAgX318ZM3QVauA2rW1qyco\nCNi5E+jZUx6vXQt06wZkZZk/vlUr4JdfgKgoebxkiXwee9n/rkEDFE6fjikrV+Kee+7BwIEDkZSU\nVOawZcuWYfHixdi/fz/Wr1+P6Ojocld/qe4YhGQOg5AqJjBQdne43cqVxbs7zJwpi27v2wesWwc0\naqRtjQBQpw6wcSMwbJg8TkoCHnpIFqA2JyBAliKLiZHHP/4oi4UbjZqUq6vateE4ZAh2JSVhy5Yt\nyM/PR8eOHfHQQw9hxYoVuHnzJnJzczFp0iRMnjwZbdq00bviu+br68sgpDIYhGRZb78tk+bvv1+/\nGmrVAj79FJg6VR6fPi3dtImJ5o/38AC++w4YMUIeHzoEPPggcPCgJuXqzWAwoFOnTvjmm29w6tQp\ndOvWDaNGjUKTJk0QGxsLNzc3DB8+XO8yLYItQjKHQUiWExoqXz/+GHjuOX1XcDEYJJSXLwecnWVD\n4EcfBb74wvzxTk7AggWyV5+DA5CRIS3DH3/UtGwkJwN9+gD160tX78CBgIY7tAcFBWHatGlIS0vD\n2LFjsWPHDrz55puorWUXtxV5e3szCKkMBiFZzpw5xdfn1qwBevUy352qpQED5Nqlry9w86bsxvDu\nu+anfRgMwN//DnzzDeDqCly9ChUTg+wdO1BQUGD9Wo8dk/B97DG5v3u3dN22bw9cvWr985fg6uqK\n5ORkdOzYEcNM3cw2wNfXV5OdK6hm4Q71ZFk3b8r1ueXL5XHLlsAPP0jrRk/Hj0tL69QpeTxkiGxB\nVF5L5/vvgdhY5NSvj8CsLFx3cICfnx/8/f0REBDw59cGDRqUeuzv71/1DVtjYmR90LFjSz8/YAAQ\nEiJzIDXy66+/IioqCrt27cIDDzyg2Xmt7csvv8T777+PY+VdMya7xCAkyysqAv7xj+KpE4GBEiym\nqQ16yc6WUaF79sjjbt2k5ertXfq4W7dkAfGffgIAnF+xAmdCQ5GZmYlz584hMzMTWVlZpR5nZmYi\nPz8fAODp6Ql/f3980LEj/nbtmrTqGjSQr/7+xV/r15duWED+zby85Hpm/fql69m6VUJwxw4r/uOU\n1rt3b/j4+GDFihWanVMLGzduxEsvvYTMzEy9S6FqxEnvAsgGOTgAH3wANGwIjB4tIzA7d5bpDF26\n6FeXnx+wbZtcd/vnP+X+ww/LKNOSG62OH/9nCOKdd1C/f3/UN/uGxZRSyMnJ+TMYz507h1aXL0uw\nZWYCR44A587JfVPXnJMT0LixrMBz6RJQUADUq1f2zYOCyt/xwwoSEhKQmJiI5ORkzc6pFVPXqFKq\nxk4BIctji5Cs65tvgEGDgPx8GbTy5Zey7Y+eCguBceOAuXPlsb+/TLMICpLpIM8/L8/Hxkp4W3pJ\nrvx8CcVz56SVGht75xZhYqIsXLB7t2XrMKOwsBDt2rVDr169MHPmTKufT2vJyclo0aIFcnNz4e7u\nrnc5VE1wsAxZ17PPyshLb28JgH79ZHSmnhwdZWDP/Plyv0cP6b799VfgxRflmJAQGWFqjXUpnZ1l\nRZsHHpAQBCq+f6CVxcfHIyMjA2+99ZYm59Oaj48PAHDkKJXCFiFp4/BhGQ1pmqg+fjwwfbp1gqYy\nfvpJ5gxeuyajM1NTAXd3WXFG62uax44BnToB77xTPP3kk0+A1atlTuPy5TIqNzjYKqfPy8tDWFgY\nxo0bh1GjRlnlHHrLz8+Hi4sLDh06hNatW+tdDlUTbBGSNiIigJ9/llGkgAykGTJERpnqqUsXmYA/\ncKCEICCT8fUY2NOihax/+uOP8u/UubNcU9yzB/D0lCkUzZsDr7wi8xwtbM6cOXBzc8Mrr7xi8feu\nLpydneHu7s4WIZXCICTtBAXJyMdOneTxl19K16DGc+TKePdd4F//kvt//zvQv79+tTRvLrWcPy8D\nZOLjiwfQjBsHbNkCHD0qixe88Qbwxx8WOW1mZiZmzZqFDz74wGYmz5enefPmuK7nYg9U7bBrlLR3\n/bq0wNaskcfh4cATT8jX8HCgWTOgbl1tatm4sfg6XdeuwKZN0kKszpSSVuOECdKKHT1aAtzLq8pv\nOXz4cBw9ehQ7d+7kaEqyOwxC0kdhIfDCC3Ldy9e3bMumfv3iUCwZkPfeK9MOLCE1VdZEzcmRwTL7\n9sl8v5qiqEimgUyahONBQdgQHY0RI0ZUemukI0eOIDIyEjt37qzWG+sSWQuDkPTz3nvApEmytJm/\nv1wP+yu1a8uIztsDMjy87MT4O8nLk10pDh+W9zQNmqmJCgqwbuVKvD5pEm7evIkJEyZg2LBhFe7i\n7NOnDzw9PfH1119buVD9GI1GRERElLk2aDQaERkZifOmHVTILjEISR9KSXilpMjSZxs3yrXCEydK\n344fB06eBG7c+Ov39Pc334q85x6ZJlHy3AMGyJxBAFi0CLCB3RXy8/Px6aefYtq0aXBzc8PkyZMx\nYMAAOJb87LfZvHkzYmJikJycjKZNm2pYrbYYhHQnDELSx+7dsqoLIBv4Pvts+ccWFgJpaRKKpmA0\n3b/Dzup/cnGRwSWmgDx9GvjqK/nesGEyStSGrovl5eUhLi4OM2fOREBAAN599108+eSTZa79FRYW\nIioqCtHR0Zg9e7ZO1WqDQUh3wiAkffzP/0gA+fgAZ89KWFVFTk7plqMpIFNTy5+aYTBIq7BVK2Dv\n3qqfu5rLycnB3LlzMW/ePDRr1gxTp05Fz549/wzEZcuWYcyYMUhJSYGvr6/O1VoXg5DuhEFI2rt2\nTdYhvXwZ+N//lf0LLa2gQFp+ppAs2dWalyc1NGsGHDhgs0Fokp2djRkzZmDhwoV44IEHMHXqVLRr\n1w5hYWEYM2YMRo8erXeJVmc0GhFUzg4o9erVYxDaOQYhaW/FCrlGBwD//rcsNaalBQuA116T+6+/\nDsybp+35dZKeno6pU6di6dKlCA4OxuXLl3HixAl43cW0i5qCLUK6E06oJ+2Zdolv3lyWNQNkKsCU\nKTKA5cABabVZy8iRwFNPyf0PP5T9Eu1AUFAQFi9ejGPHjiEnJwc5OTkIDAzE008/jfj4+AqFgdFo\n/HO9ztufr3/7YuFENQS3YSJtFRQACxfKfV/f4kEqRqOssVlS48bmR4E2anR3g1sMBmDJElm6zGgE\nhg4FDh2qWXMI70KtWrWQlZWF1NRUpKamYsOGDZg0aRKGDRuGhx56CLGxsXj88ccRHh7OyfVkFxiE\npC0nJ8DcMP3MTBk4U7LrKi1Nbps3lz7W0xMICysbkKGhgKtrxerw9ZUl3rp3B7KyJAw3btR/EXAN\nJCYmIjQ0FMHBwQgODkavXr2wYMECHDp0COvXr8fq1asxfvx4hIWFITY2FrGxsejYsSOcLLWQAVE1\nw2uEZD1Go6wvGhcHjBhR+vnISFlPsySl5DlzA1xOn5ZpFHfi4CBzBps1k5spLJs1k9aeudbN22/L\nLhiAdJPa6K4LJQ0aNAiurq5YvHhxucdkZGRg48aN2LhxI7Zs2QI3NzdcuHCB19rIJjEI6U8W/yVn\nNMqSaB4eso3QPfcUP28uCO8kP1+mRJQMSFNIXr5859fWqiXXHM2tIXrrlsxnTEqSfQKTkgAb3p5H\nKYXGjRtj5syZ6F/BxcXz8vKwefNm9O3bl6MvySaxr4Osy8NDNrsdPlwGpVT1mpOzs2xNZNrGyUQp\nmVRvbi7hmTMyCCckpPyFtGvVksn1kZFAbq7sTr93b8W7WGuYlJQUGI1GPFKJjX7d3d3Rt2/fPx97\ne3uX+8cSUU3EICTrmzJFWlnx8bIHoSUZDEBAgNy6di39vevXZQm3K1fu/B4hIdJ9O2SIbHH0xhvy\n2AYlJiaiRYsW8Pf317sUomrD9kcGkP7c3GQVmTFjKrawtqW4ukoAm5Zyu5NBg4B+/eT+xx8D69db\ntzadJCYmolu3bnqXQVStsEVIpeTk5JgdMl/vv5vDZmRkYM+ePbh69SquXLmCK1euwMmpE9LSOuPK\nFWl8Xb0qmdenTYk3eOQR4OmnZQ7fhx9q82Eqw2AAZs4Etm6VDzFzpuxOYUNz45RSSExMxELT9BUi\nAsAgpNv81fWfrVu3YuLEifDy8oKXlxc8PT3RvHkw8vNlI/WmTWV2Q2iomTefMUPW9/z22+Lnrly5\nqw1l70pRkcwfTEiQ2+7dMngmOBjYtUufmqzo6NGjyM7ORtfbu5ArITAwsMz/D9PzHChDNRWDkCpl\n0KBBGDRoUMUONt722NtbJtP37y/dpYCMJp09W/YmbNMGVnf+vMxLTEiQ3ejN7V7h7m79OnSQmJiI\ntm3bom7dunqXQlSt8Bohaevxx+VW0oYNQLt2sv5oaqplz3frFrBzJzBxoizn5u8v5/nii+IQrF1b\num4/+ECWd9u7V543GqXL9PZFwY3GGtllyuuDROaxRUjWExhYeqUYE9OGuADQpAlQp47MBVyxAli9\nWvYInDBBllKrivR0maqRkCDX/MzNMwwOBh59FOjZU0LQ09P8ezk5SS0xMcXzIGugwsJC/PTTTxg6\ndKjepRBVO5xQT/q7cEEGpyxYIFMeABnx+eqrwLhxQGW78kaOLNuK8/CQwOvVS24hIX/9PkYjEBEh\n8yAPHy6eB1mVBQF0tn//frRv3x4XLlxAnTp19C6HqFph1yjpr25dGUiTkgK8/LK0wq5fl3AMDpbr\nh7m5FX+/nj3la9u2wPjxwLZtwB9/yJSIESMqFoIlTZkiXbbx8ZV7XTVy9epVzJs3jyFIZAZbhFT9\npKYCkydLV6mJnx/wj39IUDo73/n116/LzvUBAXdXh6lFeOkSkJgo0z+OHJE1T2tYi5CIyscWIVU/\nISGy7NnBg3JtDgCys2UT3fBw4PPPZTun8ri6Vi0ECwtlo+CPPir7vZLzIKv5347cM5CochiEVH21\naSMjSnftArp0kefOnAFeeEFWjPn227sPpYwMYOlSWVXGz08m0S9YYP7YGTNkD8OS8yCJqMZjEFL1\n17GjdE3+8INMswCA5GTgmWdkSsSmTRUPxBs3gC1bZD3R1q1lZOuwYcCqVcDFi3KMi4v515rmQU6Y\ncNcfiYiqDwYh1QwGg0x32LtXQis8XJ7ft09GgXbvLt2at1NKdqSYP1+6WevWBXr0kEn8hw8XH9eq\nlawLl5Ag71kec/MgiahG42AZqpkKCmQU55QpMm/Q5IknZKRoVlbx0mmnT5d9vY8PEB0tIdqzp2wg\nbCO4ZyBR5TAIqWa7cQP45BPg/feLR3G6u8tGvCU5OAD33188ib59e5mmYYO4izxR5djmbwKyHy4u\nwOjRcp1v3jwUzpmDzq6u+CgvD/cFBBQHX48elZ+YT0R2gdcIyTZ4eQGTJ8Px1CncbNgQu954o/SI\nUIYgEZWDQUi2pV49dOjcGb+cOSMDbIiI/gKDkGxOhw4dsHv3btjr5W/uGUhUOQxCsjkdOnRARkYG\n0tLS9C6FiGoABiHZnKCgIDRu3Bg///yz3qUQUQ3AICSb1LlzZyQlJeldBhHVAJxHSEREdo0tQiIi\nsmsMQrIp3IKIiCqLQUhERHaNQUhERHaNQUhERHaNi26TzcnJyYHBzPJq9erV06EaIqru2CIkm+Pt\n7Q2lVKlbesk9C4mISmAQEhGRXWMQEhGRXWMQEhGRXeMSa0REZNfYIiQiIrvGICQiIrvGICQiIrvG\nICQiIrvGICQiIrvGICQiIrvGICQiIrvGICQiIrvGICQiIrvGICQiIrvGICQiIrvGICQiIrvGICQi\nIrv2/yseAB2V5j+zAAAAAElFTkSuQmCC\n",
"prompt_number": 15,
"text": [
"<rdkit.Chem.rdchem.Mol at 0x10816cec0>"
]
}
],
"prompt_number": 15
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"match"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 16,
"text": [
"(8, 12, 11, 10, 9, 13, 14, 15, 7)"
]
}
],
"prompt_number": 16
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"AllChem.AlignMolConformers(tm,atomIds=match)"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 17
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"v.ShowMol(tm,name='conf-1',confId=cids[1],showOnly=False) # <- the same name we already used, so PyMol replaces the object\n",
"v.GetPNG(h=300)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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piFfH8WyvUzaGO86xchyHG2+8kddee42hQ4fS3NxMJBJh2bJlQNfoDtzfJHC6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\niBgkdibZeNtGVJPGMBT/XriIb/zhVn5w2z9oams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11oRCoU/UVZidh5MNrJ07dxIIBEgm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\nIYTICwkcIYQQeSGBI4QQIi/+P5YrIAulw90YAAAAAElFTkSuQmCC\n",
"prompt_number": 18,
"text": [
"<Image.Image image mode=RGBA size=412x300 at 0x10811B758>"
]
}
],
"prompt_number": 18
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"ok, that works; show all the conformations"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"v.DeleteAll()\n",
"for cid in cids: \n",
" v.ShowMol(tm,confId=cid,name='Conf-%d'%cid,showOnly=False)\n",
"v.GetPNG(h=300)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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NC3QUi65d+xbt7WtobPx6o9Y134z1pPuolZTsz+DBV2KabbS3r2XWrOs3WUFn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\n4Li4uLi4tAqu4Li4uLi4tAr/DzrEQFQyaVwTAAAAAElFTkSuQmCC\n",
"prompt_number": 19,
"text": [
"<Image.Image image mode=RGBA size=412x300 at 0x108178710>"
]
}
],
"prompt_number": 19
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"What about getting atom positions?"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"conf = tm.GetConformer() # <- gives the default (first) conformer\n",
"conf.GetAtomPosition(0)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 20,
"text": [
"<rdkit.Geometry.rdGeometry.Point3D at 0x1081197c0>"
]
}
],
"prompt_number": 20
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"list(conf.GetAtomPosition(0))"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 21,
"text": [
"[3.0183961749827337, 2.0407200114327901, -0.016277779246558433]"
]
}
],
"prompt_number": 21
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Aligning molecules to each other\n",
"========="
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"m1 = cdk2mols[0]\n",
"m2 = cdk2mols[1]\n",
"v.ShowMol(m1,name=m1.GetProp('_Name'))\n",
"v.ShowMol(m2,name=m2.GetProp('_Name'),showOnly=False)\n",
"v.GetPNG(h=300)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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+NxMK7YHH0w/XTeAxLF5Y8RT1rS/TlmzPLUfz/Vsd6UuxUgavrP4XH2x4hx+O\n/THVBf3YbeA+vLXmZXaq3YOqgn6cPu48Hlx0Fw3RnjU5VCmDF1c+B8CQ4uGMr5iC67q0JdqYt/GD\nb93q66201iSTyfTdtNdk7v2LKRwZoC6wYZuY+Jjt0po5cyYXXHABzc3NjBw5EqUUVcVVvLHmJRpX\nhTmi9BhGlY3hwKGH8c/ls771Odx5DDD7+UUFxZx5zo8YMmQIkyZNwufz0dHRQXFxMZFIhFgsxhtv\nvMHjjz/OokWLttj3vq3o04GjtcYwDNra2vj5z3/OAQccwNChQ9lpp51obm7G6/Wy2267scsuuxCJ\nRHjwwQdpbm7hxRdfyD1HuoWi+S7Bs6n7zKG4+GBKS0+guPgAbLsdrW3Ckdm0tDxKa+vT6c9HdVv3\nls6MfXQk23l48T2cOvacXOi8ueYVdqrdg5pgLaeOOafTigQmrs5/N0F2/pGjnXRc6vQ8pOk1O7Pb\ngL1I2DFg092oRvfYrsDukEqlWLBgQXqsxmtiek0CA7z8/d6/9fnqNNh0czh06FAOPPBAWltbiUaj\ntLenC2cKfIV8EJ1L1I5iaothJaOoDFT/11U1ss/bObAnVU/HsC1+ePIP2fm0KSQ7UjjawbZtKisr\nmT17Nk8//TQvvPBC7ue+JXpAtjV9OnBg0wzmBQsWsGDBAoLBIDvvvDNnnHEGHo+HESNG0NLSgt/v\n5yc/+Rleb4zf/e40Hnnkj5jmBuLx5ZlnUpmH5puXyDdId2/ZWFYFJSWHUVt7Ha4bRWsHrRO0tr7I\nmjUXAulVAL5799l/52Qme7YmWrh/4R2cPu7HVAf7sXsmdHau3YPqYD9OG3cOf154F42xegwM3O/d\nmvv2FCr3Y8wuSmoog8FFw9lv8Ew8podBoWFE7Y7cRNikm+CCKT/luWWzWNH2RY9qlXUnlSmT11rj\n2A6W36K5pQkntW1d4BKJBLFYjJaWFizLwuPx0NLaQiwcJ6YiPLr4fo4deQpBTwEnbH8af1vyIA2x\njV1K5ju3ZrJBUx6opNxfwW4D9qFfUX9SHQ7acbE8FtoDzQ3NPPbYY8ybN4/PPvssN86b7eaULrTN\nl72C9nnZmvrOJ01FRQXHHHMMxx13HH6/n1RKEwhEePrpCh5+uJiyMpeGhkdpbHyYRGJpp+fyZPZm\n6XzRM4H0haGy8jzKyk7C5xuK68YBRUvLX2lqeoR4fAlkZtPrLdyqyF6YS3ylmZZODU2xJt5a+zI7\n1+5JdUE/mmINPPLpfWyM1G3xOS5fDorKQDWTqqdRGahmQsVU4k4s15oxlEHcjrGs9TMmVk8j6SRx\ntcODC+9mRdsXW+wYt4bc1toVpTz4wEO42iURSRH5IMVDC+/mtZde71JB1VdZloVt25x99tn84Q9/\nYMOGDWitKSoq4sknn+Sss87C6/GSTCWpCtZw/Han4vcESdhx/rrkgfS4ZCZonE7vrf6Fg5hcPZ0J\nlZNx3PSkaWUqYq1xxh+6PcuDi1m/so6///3vRCKR3NdtCz/zfOvzLZys7MSt7N2K1prGxkbuuusu\nnn76aYqKijj//P9hjz3GEQyGcN0UjhOnouJMQqF90TpJY+P9tLX9C9tu6PTMBungcfD7t6ey8lzK\ny08jldqA6yZJpdbR1PQgjY1/6vL5+eiOz25V0Jpo4c8L7+SH486lOljL7gP35Y01L7Nz7R5UBWo4\nY/J5bCxfzZ+f+VMudLqrAqjzuEt2NYWyQAWTq6YxrnwyIV8RSSdJ1A5T6CkiakdZ27GSf618mnCy\ng7ZECzEnxq799yJmxzhl7FmsaV/FXz/9E4nMygt9obWjUFQF05NeHcfBtAxiKkxHWxiltmwFZU+n\ntcayrNy5ZCiD+ugGlrUuZVL1NCyPhwkVk3h19Qtk46HYV8rY8olMrJyKx7Qo9pUSSYWxDC8ew2JN\n+0oiqQh/u+9PbGiqy71Wdp6TdJ1tGdtM4GR1nteSbfXU1dVRV1fH//zP+ey1167EYgMxzbMwjOG4\nbhzLqkTrFAMG3EBZ2YlEo/Po6Hid9vYXybZySkoOY9CgO3HdOLbdgmkW0tHxFitXno7Wicy4jsv3\nL0L4vt9v+g3anmzjoUX3cMrYs6kpqGX3Afvy1tpX2Ln/HpT5KxjWOJZjRv2Av3/2ULdMsMyOC2Vb\nTIYy2LX/3kysmsaA0EBiqSgKRcpNoVBEUxFeXPlP2pNtLG5a0OW5nlr6GGs7VrNL7R5UF/RnROn2\nnDbuxzy8+B5iqWjeugO3FNMwsR2b/YYegqW8xOwYJcUlfFq5mI8++KjPrQz9XXS+QcyeS9lFaV9c\n9SwBT4DtysYwo9+uNMWbiKeiDC0ZydCiEZT5K4g7MTymRcKJ4zW91Ec3MmfDe3zcMKfLa2RbM9vq\nzzlftpkutf+k8+6CmwYIQxQXH0VR0X74fMPweodi2/UYRgDDKMR1o8Ri89m48VZqan6G37892fLk\naPRD6uv/QCTyPuQGurfu3VL2olzsK+G0sedQFaylJdHIG2teZtf+e1HiL8XC4uPGuTz5+SPozKnx\n7e+sFYbqWkVWXVBLsbeYXfrvRUWwmkJPCAUknDghTxEtiSbqoxv4vGUJcza+R7xTkUD2ddNbZxto\nXEp8ZZw54UIqg9XE7BiOa/PW2ld4fc2L6fEw3F7TElCo3JYMAD7l48Kdf8buP5lGPBmnoKCAJ598\nkj8/8GdQbBMXwi93qdXV1eHxeEgkEuy1116sWrWqU7XepkvXMaNOZruyccTsCKYy8VtBYnb6hibo\nKaApXs9nTYuYXfc2SSee3uBPfXWMR2x5Ejhfkl6BQOG6m8Z6/P7tKS09mrKyk9DawTSLcZxWDKMA\nwwjiuhGyXWX19bdTX39Lp2fsOT/ibPdTsa+EU8eeS02wH82JRt5a+yrTqneiMliF1/DxccNH/P2z\nh7/Vc375wmkZHryml30HH8yY8gmU+suIpiK4mQq0uB3FVCYfbXyPefUfsD68ttPxmcDXb0NgGRa2\na1PiK2VS1XT2GXwwjrYJWEGeX/4P3ljzUvp4ekH5cOduQI/yMqNiV2YM3IkJB42lcKqFTqUvvqee\ndirhcLjPdBv+N98UOPF4nClTptDW1tbl95vusjVwtcOJ25/G4KLhmW5WE8uw+Kx5EctaP2dteDUt\n8abc62wrP8+eqOdcDXucdFVadikaAMMoJBicSGXl2YRC++C6MVw3gmGEiERms2bN/2LbjZ26z/5T\nRdvWkX3DFvtKOW3suVQHqwmnwjy8+B5qCmo5auRJuNphQcNcnvj8LwBfeXN2LmfOMpTJ+IpJ7DXo\nAIJWkIAnSDyZwDAVPtOHoUw+b/6Ud9a/zur2FZ1WEUi3TLJVa//x2DsVNUyqms5xo04lYScIeP28\nseYl5tZ/wMZIXS6ceprO5ecmFhOKp3LQ+MMYMmUg5TsUkvTEMbWFt9jDhudb+fTVpfzp8z8QTnZs\nExfJbwocx3GYPHkyTU1NXQIn+zOZVDmNfYfMhMzaguFUmKe++Bt1XW5m+v7PrzfY5sZwvr10WKSD\nIzMr2Q0TDr9DOPwOhYW7UV19MX7/WAwjSGvr05mw8aB1aqse+X+itcZQBm2JFh5YeDtnjDuPymAN\nPxx7Lnd9fAuzlj7KkSNPYGLlVGzXZtbSR7uO6WQGsLNhU1s4gL0HHojX8rNd6WjCqQ4ADExCpQW0\ntLbw/PJ/0J5sY2nLkk5Po0Cp7zT/J929lp6FP7/+QwLVXg4ZfRTx5TH2HLQf0/vtzP2f3MHajlW5\nI97acZ8tA09vIOfgVwGmDtiRnQbuyridxuIdA1alIhaOUl5YTnt7Ow3rGgmOCTBwwWDO9l3EnQt+\nlxnzSnct9nkatKtx3fTvu729/SsD+Nnwnlw1nUOGH0PSSZDSKQKml2UNn1EXXrtp/lYf3ryvt5EW\nzndmZB42Pt8wRo16CdeNo7XLkiU7ZrrXev6PdVPJdBmnjT2HikAVSTfJPR//nv6hwZw8+gy+aP2M\nO+f/DlOZXVozJb4yRpePo7agP5OqpuNk9udxtIPX8OJohw/WvYM5wuWfrz+Da3fdPKt7KuDSF1/T\nNDlu+ClMrJ6G49q0J9t5c+1LvF/3Hq5OYRkG9lYa/+jcojGUYkb1ruwxbF8mnTCG4CAvHfF2vB4v\nlvbgD/r54IMPeOqpp9hYt5G/PvkX5vxpEc4ik42s5555txJO9e2WTraFc+5553LH7Xewpm4N/fvV\n8sMfnM4jf3kk9/FsS3dy1XQOH3EctrZxXJtoKkrQU8CC+jk8v+KpLl29omeQFs535pLuajMxDC+G\nUYDrRlHKxOOpJpFY/l+foSfIlpe2Jpr5U66lU83ZE/+X2+ffxBOf/4Wd+u2e6zrzmX6KvEVMqd6B\nCZVTKPdXEndiJJwEBZ5C4k6Cxlg9L6x4hmgqQl1kHaxMv9aXy6O7g9YuCgPHdnjs84dxlWZU6WhC\n3hDHbHcq48q254FF92G7LqZSOHka11Fkuy3T22UHrQLGV05mt4F7U+MbANUpzMEuHR0dlBSXkkgk\n+PyLz3nooYdYvHgxAH6/n4fue4iTf3gy8x5YQtXiWs6efBF3zLmJuBPvs6staDf9O1rx1hqeuugl\n1tWtY9Ke4/EGPbnPMVR6DtukyukcOvwYHBwWNX5MNBVhYtU0XO2Snkqtt7ntLHoDCZzvxUVrRSrV\nQEfHawSDUzGMADU1P2fVqnMyy+H0vDGEL8uGTjjZzkOL7km3dIJVnD/pUv70ye3URzfiapdpNTsz\ntXoGg0JDcnNfonYUy7BIOBFmr3+T5ngj8+o/zD139sLguE6XktbulO1e0trlsSUPUh3sx5njzyea\nhB1LB3DMjKnct3o9j9etx1IKewuHTvY1si243Qbsw4yaXagtGkDKTdLY2Eh1dTle5SVYUsD777/P\nSy+9xHvvvQdsKgGOx+M88Oc/owyDk390EnPvW0zNFwM4b+pPuGfeLX23pZP59UQbY6yfX099QyMb\nahpIJBMAuRaLz/Rz6PBjSLoJQp4Qzy57gun9du60TJLoqSRwvheNUha23UQk8mGmgCCK43TQ07vS\nvszNdIe1Jpp5YOEdnJ5p6Zw69hw2RurYb/DB1BQMQKEJp8IUekK0J1tpT7azpGkRc+rfoz3RCnRa\ntibzvPn6UWjS41Ibo3Xcs+A2zt79p2AUsKtTwj5T+1H+iYe7Vq3CzAw4d+dlWkGmHFxja02px8P2\n5ZPZZcDB1BT2I2HHaWtvxbIshkwZQHxoG/fedx+fzP+ENWvW5Nb7g8yeP5l9YAzD4P7770dZcOSB\nRzP7hk+oLR7A2ZP+lzvm3UTcjvXN0AEMj4E36CFYWkBTexMrVqxIl8q76d/zUSNOzE0ifn7F07ja\nJWAGO5WO96734LZEAud7Ss+rUXR0vElZ2cmYZjEFBTPw+7cjHl/aq7o9soUE7ck2Hlx0F6eOPYdS\nfxmDi4blxiBSro3fCjBn43vM2fg+q9o3dR2ayszsQJq/kPkyV7sYhklDrJ4Hl/2B/Yq257hyRV0i\nxi3jxuFozb2rVwOb1obYHIZSmEqRcl0crTGAi4cN4wf9+zPPczTrbS8trc0UBAupHl1Bsn+Ef33x\nBP+6/t8k48lNz/M1kzqzs9wNw+BP99yPMgwOPvcw5t7zKbWhgZw/+TLumv97IqlwrygD/850erWF\ngkCQj+d/zLsfz06vZebYnDLmTMZWTALgn8ue5O11rwHp378m25LuYz+PPkQC53tLj+VEox/hOE2Y\nZgF+/xh8vmHE45+RXlut98jusNmaaKE+upHKQDXhVAcBK0BdZA1vr32NteFVtGVaM50nZzpbeVJr\nlus6KKVY+8UqHmAV3iFDuHPcOMKOw//bfnvOHzKEo+fMYVkkgpGbvf7dZMeD3Myj2OPhkKoqLh81\niqHBIEnb5qW2CLajGTJlIC3lG3ll+au89sBrtGxsBTZtX5w+5m+OvuySLvfddR/6PJeDzzqCefd+\nSr/QQM6ddDF3zvsdUTvS51o6nZeXsSwr0z1rcNKY0xlXPglXuzy3fBZvr3sNj+Eh5aZAQW73dCVj\nNz2VBM5my7ZkFFrHSN9d9c4TXqOxDAuv6cXVDj7Tx8cNc/jH0r/lPufLEz17Gq01yjBQGu5euZKV\nkQhnDRrEoTU1mErxwg47cNRHH7Egs+S9+pahYyiFCaQyQbF7eTlnDhrEoECAPSoqaE4k6LCTBL0F\n+Ko9+Mb7mTX/Ed584k0i7VGA77x8Snb9P9M0+dMd92NeYHDg2Ycz757F1IYG8uNJl3Lnx78jmgpv\n8YVX8ykWj2GYBmhQOn2unTL6TMZXTEbj8tLK53h73Wtd5oLZCZtEOInGxY73/PHTbZXx3z9FfJP0\npmkudXVXYxiFOE6Ymppfkg6hnnHX/21l75KHF49iVMn2ONqhNdnCP5b+DYP0HWb2otZTwyZLu26m\nxaZ4oaGB4+bM4V/19ZR6vZR4PLyx0048PHkySmsMpbD+wx2xmfmYqzUprTmgqoqnpk/n+R124Af9\n+zOpqIj6eJwirxcz5fB7S3Hle7/jV7dfyr/++W8i7dHcFsbfdzFI13WxLIt7/ngfzy94islnjaa1\nvYXawgH8eNLFFHgKc+NYvZlG4w/62W7E9kSaoxBTxFIRygOVjC4fj+PaxFIx5tV/iKnSPQjZUvuS\nQSEGzKhhwIx+lA4rTj9h77zv69OkhdMNHKcd103fxRpGAaYZwnFat+5BfUdaa3ymj10H7JNeUFMp\nXluV3ohOq+5ZPTrfHK3xKEVKa06cM4eDq6u5YfRoyjwejq+tRQOnzpsH0KV0OrvzkdGpsm1GSQm/\nGDmS/SsrUUCHbdOuNdU+H04qxT0rV3L/mjXMyewaC+kWTeftkr+vzi2d++74E8YFioPOPoy5935K\nbWgA5066mDvm3UzMjm61zfQ2V7bVXFRUxEmXHUfT8hZ8QR9tswZxhvd8fJaXjkQHd86/mZZ4U+7m\nxzItcGHAjH5MP2l8ehX459bC25vCSPQcvfuWaCtLbx9tEYstpLn5L5hmEI+nkpqan5Geq9O78tzF\noV9hLUk3icfwdFnnrLdK6fQypDHX5cm6Ok6YO5e46xJzHE6sreWvU6awf2VlLpw8SpHd39XWmoOq\nqvj7tGm8ucsuHFBZSYdtk9KaEo+HgGly18qVTH/rLc7/5BPmtLZiGUZuDMFxnG4NasdxME0z3dJZ\n+AxTzh5DS0crtcEBnDf5Ugo9IVzt9NoLralMtK2xA0lKJxYSHOWhpKCUmmB/Iqkw9yy4lY3RuvT4\n4Ze6D+2ETbw9Qbw9QSomXWo9lQROt9AYRiFKmYCB62bHcnqH7Bt45357YiiTAk8BnzTOoyPVnr4I\n9MLWTWfZUTWPUnzY2srBH3zAyliM1lSKI2pqeHbGDE7u359UptsMYGpxMc/tsAOPTp3KYdXVNCWT\nKMBnGNTF4zy0Zg17vvsu5y9cyPJoFEW6lWS7LltysyPXTa+ucO/t6dCZevYYWjtaqQ7UctG0X3DQ\n0CPQWmMqs8dPfEzPOzJyAeloh7ZwG8pR2GEnnfomtCVbuXP+71gfXpNpwX1Di1F1eogeqXfdgvdI\n6ZO/vf1FiosPwjD8FBRMx+OpxbY30NOXucl2TVQEqphUNR2FIpzq4P26t0lmJnn2BZp0a8dQinlt\nbUx84w1+Onw4126/PRHH4Q/jxjEsGCTsOEwoKuKU/v2JOg6RzLhLP7+ff9fX8+CaNTy2fn3ueT2Z\npXM05GU1g84l0/f+8V64QDPznMOZf+/nhAJFHDT8cAxl8NzyWV0qCXsSQ5kostWNmeNTsEe//Ri4\nUw3a0JgBg+Yl7ahGD08teYy68LqvXZS18/entc7NZRI9kwTOZsrOtWlvfxHHaUGpUkKhHfH7h9LR\nsT6z6kDP7VPPzuMo8pTQr6A/7cl2Ek6SlW3peTY9vUDgu3IzoWMANyxbBsAZgwZR6/fzq5Ej8RkG\nUcdhYyJBscdDyLKY09rKlZ9/zhtNTbk5N5r0GE9qK63TprVOt3T+eB/6PM1eJ+3H0kfWEo/F2X/Y\nIYDmueX/+Mo6eFtL59Lt7BhTZbAGv+nniFHHUeArpFYNZuQRtWgzmS5zbjOxihRX3vB/nPrrE4k0\nRr9x3lF2Y8XOGyyKnkcCp5sYhg/X9RKPe0mlUsTjW/9N/m1kl52ZOGAKcTNGYWEBHy57u1sX2uxp\n3MxqA6ZS3LBsGXetWsVT06ezY2kpK6JRqnw+qnw+Xmls5IEvtWg6Fxfka322r5Nt6SiluO+OP7Hn\nY3uy3ZmD2fBuIy1LWjhg+KGAyrV0ttaNQ5dJwRm7D9iXskA5O/bfnUJPAYloEmUo2uNttLQFKK0N\nEW+LM+awEQy8aCDEDWb8fldeafh3upXzNctGZVs30sLp2SRwuoFSBq6boKPjSqZO/S2pVDOVlefx\n9tvv9ejWDSi00lR6qtlt711RliJlxfl44Ydonb6D7ytzO76OozWmUrTbNge9/z7/3mEH9iwv56XG\nRm5atozXmppIZRb/1GS3ZehZP4/sMjg3X/c7rrjm/xg6pB8rn9xA07xmDhh+KEop/rnsyby1dLJd\nsNmAyb7msJKR7DtkJv2C/Sn2luJ1fbSFW2lT7YSGBzGDBkP3GYRZaOLEHZSpcFIuOg62TnDy2DNI\ntCV5u+7Vr63Ec103N8dpW9gdtbeSwOkGSqXHiSsrl3HKKR+QSCRobu7g3Xd79l70pmngOA777rkf\nBSVBAN6c9z71GxtykxT7OifTxZZwXY788ENmVlfzl3Xrch/Px6Kfm8N1XQzDYN78efzyp7/immuu\nYchR1SgUTfOb2H/YIWiteW75rC0WOtnJwAqVe35DGViGh4OHHUmhr5BpFTuRitooS5Gw4/hGK4aO\nrsZNakonFaZvduIpDKXweXwkk0m0o4kkIyx/bQ2tjW2cNO4MMOHtta9+pdXm9/spKirCdV0CgUC3\nf4+ie0jgdINs5dDChV/w6qtz2GGHGRQXBznssMN4+umnMQyjx128s33hwWCQwdP7UzTZj+u6NMzZ\nkC4k6MEX2e7mZkqnW22bv6xb16VF05PDJit7/i1avIgrrriCK664gsFHVaHRNM1r4oDhh+VaOt01\nT0cpAyMTMJpN4ybDS0ZR6A9x4KDDKLSKKPIU40Q1KX+C4FA/oeEByiaEcJWL6U9v46BsA5WEitIK\nWlpaWLFyBcOHD6exuZFf/eZXvPDvFzh30iVsXzaWE7c/HVOZvLHmpS5FEZ999hkvvPACWmsWLlwI\n9M3u4N5OAqcbua6N12timiq3XlZPPemVUriuy6hRo5g2aTqtza00NzXz4r9eBDbtTbKtyJZOmz28\nRfNNHMfBsiw+XvAxv/nNb7jq6qs2tXTmNbHfsENxtcvzmUKC7GKX30V2NfDs3kYO4DE8eC0few3c\nn5rC/owsHo0/VUDCjGL4FKrWoXpaCF9xKYVDA9gxBydpE/AF8Xv8uNqloa2BSCTCdb+9jsbGRtav\nX89NN93E8OHDueiCi2hoqeev7z/A7w66h5ZYEwcNO4I31ryUXulcp8caX3vtNV577bUux9uTexe2\nVT27ZrcXya76u/fee3P88cfj8Xj45JNPuO+++4hEIj02fK677jqqq6sJhULceOONfPTRR4C8WXur\nbFfohAkTuPLKK1EeWPWPeprnhakoL+fF5c/y7LInv1MhgZFZ1qhzd9zg4uEMKBrI1OodGOAfjKFM\nDNsk5U9QuJ2PQIWfqp2KcR0NXo2FheGaGKZBqCjERx99xNKlS9Fac//99xOLxbqcc6Wlpdx4442M\nGDGCZDzBT3/1M1ju5bwdLyEc7+DzliXct+A2HNdOh2BmLyHYVEAgeh4JnG5mGAZ33303qVSKkpIS\nLr74YjZu3Pi1y9BvbcFgIVdffTVlZaUYhuKGG25g0aJFPfJYxbeXDZ3x48dz1VVXozyaVf+op2Ve\nB+Xl5fx72bO5MZ2va+nk9jXKNPuyN0ohbxE79NuFMRWTKA9UUK4rCTsdWKUGZsigao9iPH6LgiE+\n3BQ4cQev10txqJim5iaisSivv/467733HsuXL6e9vf0rx53dD8hxHIqKirj55psZOXIkqWSK//3F\nRXg+L+DHO1+C49gsaJzHPR/fkusS7csFLn2FBE43Ukrh9Xr50Y9+xLRp03Bdl1mzZvH888/3qH1L\n0hcklxNOOJzjjjsO23Z4552PuPXWW7eZYoG+Lhc648Zz1VVXgQ9Wz6qndV6YsvJyXlj+bGZMZ1NL\np/O4TGeTa6ZTFqhgx/LdKfNVgIIkCYon+/EWeqncqQQMjUt6iwuf4UOjCQQDLF26lA8//JCFCxfy\nzjvvdHley7Jy5d1flr3pKSsr4/obrmfQwEFYpsWFl15A4cYyfjjhxyitWNAwl3s/vhVb231qxey+\nSgKnG2Xf5JMnT+ayyy4jGo3S1NTEz3/+8x4UOAZKaUyznMmTXyQU8uK6NosXH059/aoedJxic2XP\nx4kTJnLFlVd2aumEMy2dZ7qsSJC9WId8RRT5Stildk8GFw2jTFUQpACnKoG2NDV7l2AVWvirPShT\n4cbSu5aWlpQSDodZvWY1X3zxBbNmzaK1tZWmpqbcMWW7vr5NF7PH4yGVSnHkkUdy6aWXEo1FWfjx\nQi657BL2HXowBw45nIAZZEHDXB5ZfA9xO/69xqZE/kjRwBZQUFCQ+3s4HN6KR/L1tFZUVJxJLDaE\ntrZWQFNf35j52FY9NNGNsot9frzgY379q3TJ9OCjqgBomtPEgcMOAwXPLZsFwNiKCYwo355hwe0Y\nFByCbSTBURRO8WAWQfmkKjyFJnbKQSnwGwHQ4PpcWlpaeOSRR2hsbOTVV1/tchyWZXWZlPltb2hS\nqRSmafKPf/yD6upqTjzxRMaNH8ell1zGzb+7iYkVUxlcPJxpNTuyqHE+b6977WuXvxE9h7Rwuplh\nGHg8Hi666CK23357lFI8/PDDvPrqqz2ku8oEHEaOfBW/fwSWVcz69b+mvv520vv4yJu1r8m1dCZO\n5IorrkB5Feueb6Rlbhifz0dDtB6AIqOYArcIXWPj+mwqZxTjr/FgFZqYAQPiCjQUFRWhtWbuvLm0\nt7dz7733Eo/Hac1szZCt0Py2LZn/JDux1XEczjnnHE448QSUVjz5jye5/48P8stdriHkC9Eab+Xe\nj29hTceqHrOcj/gqaeFsAYlEIvd3r9eLZfWMH3N2XbeCgh3weGpRyiQWW0ZLy1PApnXhRN+Sa+l8\n/DG//tXlXHnt/+EpsQBFyk1SWVCFG9cUjvfi7a8oHFxMsMaHHXNwtUvAF8CjPHS4Hbiuy21/uI32\n9vavbcl0HpPpjq7ZzouV3n333SilOP744znmqGNI2HF+e+fl/GK3q6kMVnH+5J9yx/ybWN2+Im/7\nAvX06Q89Tc+4EvZBy5YtY+TIkSSTSQYMGIDf7yeZTOY+bppm7u/5XP/JMAooLz8Nj6cK143Q0vI3\nksk1ma0V5K6wr8rO01m0eCEPPPgAx9ecgZ1qxOfzEeuIExzopfbQMlxcDMfAiWgKggX4/X7enf0u\nsViMBx98kObm5lw3sWGkl7HJnru2veVax1prLMvirrvuwnVdjj/heE45/lQMw+DKP/6MX+/y/ygP\nVnL+pMu4bd71rOtYvUWLCJRSmKa5Rb/nvki61LpZ5xn8t99+O9FolFAoxAUXXEB7ezvBYBCtNbFY\nrMvXffnNm9V9QZT+VZtmGWPHforjtGJZJSxcOBrHacm+Wje9luiJst1ThSUF/Gj8BVS09Mfs7+Ir\n9ZHqsBl5fj8KKKS5pRllKJ544gnWrVvHe++916UrOHuztDW6h7Pdg+eeey4HzzyYklAJDz/2EM8+\n8jznTbyMIm8xSSfJHfNvZk37Cly6/2auc2HNbrvtRiKR4IMPPviv0wmkIEdaOFtE9o39+eefM3z4\ncBKJBGPHjuW9997jyiuvxO/389hjj+E4Dh6Ph3ffffcb75Syb+70vl6b8wZPB04otCtaxzDNQiKR\njzKT5eS+Y5ugM63pVoXbAWUzClEVDoEqH/5KL+FVcWZ/9j5PP/8Uy79YTjLVtUWevZhuzXHI7DI+\nd911FxMnTsQYaHDmKWcxb8E87nzn91w381aaw02cNvYcrnz3J92+CV028ILBIAceeCBXXHEFP/nJ\nT4Bv3tJaKYVlWaRSqW49lt5IAqebZfcpCYfDvPXWW4wbN45EIsGee+7J7Nmz8Xq9BAIBzj333NyJ\nuMceexAOhykoKODVV1/l008/xbIs2tvbu4wHffMGrZr/FhjpctQCqqouQikPYNLYeC+23YRSlhQL\nbAOUMnC1w6jyMYwbNZGSIw1M18KJOWx8tY2OJVGuf+23nT5f5e7at36xS1p2FQHDMLjvvvu44oor\naGxp5MxTzuLnC3/OS58/zx7D9sHFZb8hM3lp5XObXUTQeRUDx3GoqanhqquuYt99981NUv1PX+O6\nbi5sgsEg0Wj0ex9LbyeBswUVFRVhGAaJRILS0lJqamqIRCIUFBTQ2tqaG3AcPnx4rktt2LBhpFIp\n/H4/y5Yty4SUxfz5FuvWPfuNr6VUehA43Qpyv/IxrW2Kiw8kEJiE60aJxxfR2vo0YErYbGM6OsKU\n7ByARALlheYPwzS81Ya32KK8oJzmaDNo+KZJmVtbtgJuzpw5XH755Vx55ZWMHDGSG266gUt+ejFa\na/Yavj9HjDgBhcGLK5/drNDpXBRw2mmn8Ytf/IJYLEY0GmXjxo2sWLEi916GdPGEbdu5/+/Xrx/H\nHXccM2bM4KGHHuKFF17oIRWr+SeBswVkq4JeeeUVpk+fzsCBAyktLeWyyy7D6/XmBnCzd0Cdx3Oy\nd0axWIyhQ4ey/fZj8Ptd7rlnEpZ1Dl6vg9aK9euvxHHaUMpLPL74S6HRaV0SADRKmXg8tblKtGRy\nDd+mZST6EKVRWjF0yiAKh/qI2EmSjTYtc8N4SyzMIIQj7XQ9d3qmbNfa/PnzcytkDx08lFtuvIUL\nL/oflKHYfcg+HDbiWIDvFTrZUDBNk+nTp3PxxRez3XbbkUgk0Frz6aefcskll7BmzRo8Hg+2bWMY\nBrZtEwqFGDJkCEceeSQnnngiAwcOpKCggNtvv31L/Uh6BQmcLSB7ovbv35/i4uJc10RJSQnJZBLb\ntnP/lv3zy5RSJJNJotEEBQUJHKcDv38qfr+N1ooRI55Ca41hFNDS8iiJxDJMs4j29pcIh9/NPEs6\nTLR2MM0iqqsvxnVbMc0QGzZcm8efiOgJXO1i4uHgMYdjexIo20A7DqmwjbY1FftXsmPBPrzxj39j\nGKrHrxievXGbN28ev/71r7nyyisZNGgwf7j1D1xw6fngwu7D9uGIEcej0by08p/fauC+cwWaZVnc\neuutHHLIIbS2tqKUwufz8etf/5rHH388997NdplprTn99NM5+eST2XXXXWlra8t1sfv9/h4zRWJr\n2ba/+y0g26c7ZMgQfvrTn1JUVMSGDRvYuHEjAwcOpLq6mlQqheM4xGKx3Bugc3XLpgBSeL2KcLiQ\nWMwHdGSa4dm7TwPbjlJaegxKeVDKQ2npCaRSdRhGkHh8CWvXXoZtN1JT8yuU8mEYXhoa7iGZXCtj\nN9saDZbXoGynAtw4mB6DdW80oZTCVgp/cxunbj+a2caLuNk9gbb2Mf8Xtm1jmiaffPIJ11xzDZdf\nfjkDBwzkjzf/kf+9+GK0qZnRfxeOHHkChlK8supfaPQ3tnSyN4u2bXP88cdz4YUXUlJSQmNjI7W1\ntTz++OPccP0NrF23NrfFx+DBg+nfvz/nnnsuEyZMoLa2Fo/HQ11dHZWVlTQ0NPDFF1/w1ltv8cEH\nH2yz3WkggdOtsi2WIUOGcMkll+DxeFi/fj233HIL69evZ9iwYQwbNox4PM7QoUPZa6+9iMViWJZF\nKBTK3XmFw+FMCBkUFdnMmTOUtWuLKSpK4Lpmp1dUKGVi261ku8eU8uLzjURrm7KyybS3v0xLy6N4\nPP0zAaOx7Ua0TmbGfcS2QimF5bHwhjzpf9CKVIeNdl3MgkIGzHmXqeYSjAmTOH3+3PQW472gjDfb\n7TV37lz+7//+j6uvvpp+NbXcePONXP7T37BDv12JuGEOGXYM7659nY5UBwYG7lfGOtM3i/369eOY\nY47hRz/6ER6PB9M0qa+v5+Ybb+aJWU+QTCaxLBPL8vDzn/+cY445hlGjRtHS0oLruni9XiKRCEVF\nRfzlL3/hkUce4a233tpKP52eRa443SjbUrnwwgsxTZNAIMD111/P+vXrMU2T5cuXs3z5cgDefvtt\nnn76aRzHobi4mGOPPTbX1TZt2jR8Ph+2DR5PBx6PypRHq04tEpWZrJn9M8tF6zha27hujGRyLT7f\ncIqLD8B1IzhOG42Nd3/puURfl72rPvnkkykrKSPqRmj7OEp4TRxPQYB4bCWusZhGb4i9yoJMKipi\nfns7Bl8uQemZsqGzYMECPvvsM8aOHcuwQcOZOH0Cd7x9Mxfv8UuiiQinjz+fexbcQtyOozBA6S47\n8k6bNo1TTz2VoUOHYhomZaVl/OwXP+PxJx4nFkmPtY4rm8SpB53BUdccTHlxObZjs3HjRoqKivB6\nvbz77rvcddddvPHGG9TXp5cN6rye3LZMAqebZN/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"prompt_number": 54,
"text": [
"<Image.Image image mode=RGBA size=412x300 at 0x1082B1CB0>"
]
}
],
"prompt_number": 54
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"core"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": "iVBORw0KGgoAAAANSUhEUgAAAcIAAACWCAYAAABNcIgQAAAXTElEQVR4nO3deVRU9/kG8AekKO7a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\npGgMQiIiUjQGIRERKdr/A91tUlZdZEu5AAAAAElFTkSuQmCC\n",
"prompt_number": 23,
"text": [
"<rdkit.Chem.rdchem.Mol at 0x108111ec0>"
]
}
],
"prompt_number": 23
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"match1 = m1.GetSubstructMatch(core)\n",
"match2= m2.GetSubstructMatch(core)"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 24
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"AllChem.AlignMol(m2,m1,atomMap=zip(match2,match1)) # <- m2 is aligned to m1, return value is the RMSD for the alignment"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 25,
"text": [
"0.0035453672774079657"
]
}
],
"prompt_number": 25
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"v.ShowMol(m1,name=m1.GetProp('_Name'))\n",
"v.ShowMol(m2,name=m2.GetProp('_Name'),showOnly=False)\n",
"v.GetPNG(h=300)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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1iqzSr+OilEWvXrdSUDCBQKAHxsRJeWG6xo5l9Zb5bGjUaOU34dzerCMTsLrn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\nAElFTkSuQmCC\n",
"prompt_number": 26,
"text": [
"<Image.Image image mode=RGBA size=412x300 at 0x105B4FBD8>"
]
}
],
"prompt_number": 26
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"That alignment step has gotten a lot easier with the new MCS code:\n"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"from rdkit.Chem import MCS"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 27
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"m1 = cdk2mols[0]\n",
"m2 = cdk2mols[2]\n",
"m1"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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ggg==\n",
"prompt_number": 28,
"text": [
"<rdkit.Chem.rdchem.Mol at 0x106f6ac20>"
]
}
],
"prompt_number": 28
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"m2"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": "iVBORw0KGgoAAAANSUhEUgAAAcIAAACWCAYAAABNcIgQAAAczUlEQVR4nO3deVxU5f4H8A8yLCog\nmmipKRAaCmKCCJShI0sLUfnTFDMVBC1Ri6u2WNe6lku+bLmamVa4kgipWQohgix6xUnMK4ItLqmA\nmGQIqCDLPL8/zhUcUZZhZg46n/frNS84Z2bO8wV98ZnnnOc8j4kQQoCIiMhItZO7ACIiIjkxCImI\nyKgxCImIyKgxCImIyKgxCImIyKgxCImIyKgxCImIyKgxCImIyKgxCImIyKgxCImIyKgxCImIyKgx\nCImIyKgxCImojo+PT6PbRPciBiERERk1BiERERk1hdwFEFHbUVxcDKVSqbFNdK9jEBJRHTs7O6Sl\npdVt8xohGQOeGiUig+OgHGpLGIRE1KTKykq5SyDSGwYhEdXJysq67fa8efPwyy+/yFESkd7xGiER\nNcnBwQFDhw7Fl19+ifHjx7f6eByUQ20Jg5CImjRr1ixYWFggOjoX+/cDn34KmJsDDz4IREcDgYHS\n63x8gFs6lbfFQTnUlvDUKBE1ycTEBC+//DKWLl2EpCQgNFTab2sLLFkCqNVNH0MIwdOr1CYxCImo\n2Tw8gOxswM5O2rayAgICgM2bb//6ykogOflvzJw5Ew4ODggKCjJcsUTNZCKEEHIXQUR3FyEAExPp\nVGhqqnRqNCUFUCrrT42OGQMkJQEWFlUIDJyCJ58MQFBQELp27Spv8US34DVCImoxE5P67zt0kE6V\nrlql+ZrevYHvvgN8fc1hYRFj0PqIWoI9QiLS2o3BMTU1wMiRwOXLQE6O3FURtQyvERJRqykUwNy5\nQEmJ3JUQtRx7hEREZNTYIyQiIqPGICQiIqPGICQiIqPGICSiVhk+HPjqK7mrINIeg5CItFZTA/z0\nE+DsLHclRNpjEBKR1k6ckKZRGzhQ7kqItMcgJCKt5eQAffpIk28T3a0YhHTXuHWpHi7dI7/Tp/+C\nl1eV3GUQtQqDkIi0lpU1BU5OC+Qug6hVGIREpLWcnBwM5AVCustx9Qm6axQXF0OpVGpsk3wuX76M\ns2fPws3NTe5SiFqFQUh3DTs7O6SlpdVt8xqhvI4dOwYLCwv069dP7lKIWoWnRolIKzk5OXBxcYFC\nwc/TdHdjEBKRVo4dO8bTonRPYBDSXSMrK6vRbTIsDpShewWDkIhaTK1Ws0dI9wwGIZGOGNMN/2fO\nnMGVK1cYhHRPYBASUYv95z//wf33349u3brJXQpRqzEIqU1oTm8qMDAQGzduNFRJ94wHHwSSk+u3\ntemoFhUVIS4uDjNnzsTAgQMxadIkAEBsbKyOqiSSD4OQ7gqnT5/Gnj174OvrK3cpdzR//nzs2LED\nSqUSSqWyzdzwb2sLLFkCqNXNf8/Zs2exadMmTJs2DQ8//DB69OiB2bNn4++//0ZkZCRyc3Px7rvv\nYsqUKZg2bRquXbumt/qJ9I03ANFdISEhAa6urrC3t5e7FABSj/XmUas3bz///PN1+9oCKysgIADY\nvBl46aWGzwsBnDwJZGYC+/bVIivLBb///hscHBzg6+uLN998E76+vnjooYdgYmJS9z4XFxc8+uij\nGDduHLy8vLBlyxa4uLgY8Ccj0g0GIbUJTU2flpCQgGeeecbQZd0zoqKAwEBgzJj6fZs2AYmJUgCe\nPw88/DDg62uK99//FD4+Lujdu3eTxx00aBCys7Mxc+ZMDB06FCtWrMCUKVM0ApOorWMQUos11hvS\nVmPTp5WXlyM9PR3//Oc/W9WGMevQAQgNBVatqt8XEwP06wd8+ing6wvcf/+NZ55q0bGtrKywfv16\nKJVKzJgxA3v37sUXX3wBGxsbXZVPpFcMQmrzUlJSYGVlBW9vb7lLqdOcCcDb2g3/oaHAyJHA1avS\n9u7d2h3n0qVLsLa2hrm5ucb+yZMnw8vLCyEhIRgyZAhiY2Ph4eHRuqKJDICDZajNS0hIwFNPPdWm\n5rS80YO98bCzs5O7pCYpFMDcuUBJSeuOExUVhWHDhuHUqVMNnnN2dkZWVhYCAgIQGbkNK1ZI1yCJ\n2jITIfjflFrGyckJDz74YN12fn4+Tp48qZe2iouL4ebmhk8//RQhISF6aUMb+jg9fLcoKSlBREQE\nUlNT8eWXX2Ls2LG3fd22bdUIDzeDUglERwNduhi4UKJmYo+QWsyQvaHdu3ejuLgYTzzxhN7a0CV1\nS+5RkFl2NlBY2PL3de7cGVu3bsXChQsxadIkTJ8+HRUVFQ1eN3q0GY4cAYqKgMGDgQMH6p/Txb2N\nRLrCIKQ2TQiBDh06YP369WhLJy/uNAF4bW2tHOVo5a23gIQE7d5rYmKCmTNnIisrC3v37oW3tzd+\n+eWXBq9zcJBGpY4dC4wYUX8vozb3NhLpC4OQ2pyamhpcvXoVV69ehY+PDzZv3ox3330XM2bMQE1N\njdzlNcrMzEzuEprtxAlg+PDWHWPw4MHIzs6Gm5sbPD09EROT3OCaoLk5sGwZ8N139dcLb763kUhu\nDEJqMX0th3T69GmMGjUKHTt2xMKFC6FWq+Hk5IRnnnkG+/btw86dOxEcHIyysjKdtGcMTp0CrK2B\nCxc092/fDtTUSLdPtJa1tTU2btyIzz77HAsWjMCkSUB5ecPXBQUB7W76ixMVBaxeDVRWtr4GotZg\nEJLsrl27hvfeew8uLi6oqqrCsWPHsGTJElhbW9e95pFHHoFKpUJxcTGGDRuGs2fPylhxvbKyMvz6\n66/Izc1FdXW13OU0kJYG9Ox58z2Ckr17pd6gru57NzExQVjYZHz/vTmOHgWGDAH++9/bva7++9vd\n20gkBwYh6UxJC8flCyGwdetWDBgwAN988w3i4+Oxa9cu9LtDN6VHjx7IyMiAo6MjvL298dNPP+mi\n7FY5fvw4XFxcEBUV1SZPi2ZmStfmbpWeLt1Er2sDBgAqFaBUSgNgVq5s/PaJ0FBgx476exuJ5MAg\nJJ05cOAArl+/3qzX5uXlISAgAKGhoZg6dSpyc3MRHBzc5NRcHTt2xLZt2zBhwgQolUps27ZNF6Vr\nTQgBtVrdJke1CnH7wLt4EcjLu31A6kL79tIpzw0bgH/+U5rW7U6fkXR1byNRqwgiHSgrKxPu7u7i\njTfeaPR1JSUlIioqSpiZmYmQkBBx7tw5rdtctWqVMDc3F0uXLhVqtVrr42jjl19+EeHh4cLMzEz0\n6dNH+Pn5icrKSoPW0JRTp/4UQ4ZcEPn5mr+bb78V4v77hTDEr+zUKSE8PYWwtxfit9/03x6RNhiE\npDMZGRlCoVCI9PT0Bs/V1taK6Oho0b17dzFw4ECRlpamkzaTkpKEjY2NiIiIEFVVVTo5ZmNUKpUY\nPXq0MDU1FU8//bTIyMgQ+fn5wtHRUYwZM0ZUV1frvYbmio6OFv369Wuw/9VXa8S4cYar4/p1IZYu\nFeLaNcO1SdQSDELSqTfffFPY29uL0tLSun0qlUp4eXmJzp07ixUrVug8LHJyckSfPn2Ev7+/KCkp\n0emxhRBCrVaL5ORk4efnJ0xNTcWLL74ojhw5ovGaU6dOiR49eoiwsDBRW1ur8xq0MWnSJDF16tQG\n+93cBosvv9wmQ0VEbRODkHSqsrJSDBo0SISFhYk///xThIeHC4VCIaZOnSouXryot3aLiorE0KFD\nRf/+/cWpU6d0csyamhoRFxcn3N3dhaWlpYiMjGz02Lm5uaJr164iKirK4Kdqb6VWq0Xv3r1FTEyM\nxv6LFy8KACIvL0+myoSorRVi504h9PjfgahFGISkcyqVSigUCtGxY0fh7e0tDh06ZJB2r169KsaM\nGSO6desmDhw4oPVxKioqxJo1a0Tfvn1Fp06dxNtvvy0uXLjQrPdmZ2cLGxsb8d5772ndvi6cPn1a\nABD5+fka+7du3Sq6desma1BnZAhhaclTpdR2tJ3p/Omud+XKFaxatQoff/xx3Vp0ycnJGvcD6lOH\nDh0QFxeHd955ByNHjsT69esxbty4Zr+/tLQUq1evxvLlywFIqyy8/PLL6NSpU7OP4eHhgZ07d+Kp\np56CjY0NZs+e3eKfQxfS09Ph5OSEXr16aezPzMzEiBEjZF04d+9e4LHHpNGlRG2C3ElMbZu3t3ej\n20JII0aXLFki7OzshKOjo/j6669FeXm56Nevn3jnnXcMVaqGr776Spibm4sPPvigyd5PUVGRmDdv\nnujUqZPo27evWLNmjaioqGhV+4mJicLCwkJ89dVXrTqOtiZPniwiIiIa7HdzcxMrV66UoaJ6jz0m\nxKJFspZApIFBSI1qLAhLS0vFwoULxX333SecnJzE2rVrNUZuJiQkCAsLC3HixAmD1XuzlJQUYWtr\nK0JDQ8X169cbPH/y5Ekxffp0YWlpKdzd3UV8fLyoqanRWfvx8fHC3NxcbNmyRWfHbC57e3uxceNG\njX3FxcUCgMjNzTV4PTeUlgqhUAihUslWAlEDDEJq1J2C8MSJE6JLly6iX79+YsOGDXccCRocHCyC\ng4P1XuedHD9+XDg6OooRI0aIS5cuCSGEOHLkiBg/frwwNTUVfn5+Ijk5WW/XzDasWyf2ubsLsWuX\nXo5/O3/88YcAIM6ePauxf/v27cLOzk7W64MJCalCqVwh2tBdJkS8RkiNKy4uhlKp1NgGgKKiIixf\nvhwhISGNrhz/ySefwNXVFYmJiXj66af1Xu+t+vfvj6ysLIwaNQqenp6wt7dHeno6Ro0ahQMHDmDo\n0KF6bX9SaChw+TLwwgvAjz+2frmHZsjIyMBDDz2E3r17N9g/fPhwWa8PpqTsgq3tGSgUs2SrgehW\nDEJq1I1FeG/w+d8KqsOGDcPjjz/e5PudnJwwZ84c/OMf/4Cfnx8sLCz0VuuddOvWDSkpKejZsycs\nLS2Rl5cHZ2dnwxUQFQWUlgLBwUBqKuDpqZdm1Go1jh07ho0bN8Ld3b3B8+PGjZN9TcfU1FRMnTpV\n1hqIbsW5RkkrLelVzJs3D9euXcO///1v/RXUhMOHD6O0tBQODg6GDcEb3n0XmDoVeOopnR42Pz8f\na9euxYQJE9CjRw+4u7vj4sWLSEpKarA8lo+PDx599FGdtt8Sf/75J3JycuDn5ydbDUS3wyAkvbOy\nssKyZcuwcOFCFBYWylLDkSNHMHv2bPTv31+W9mFiAnz0ETBqVP2+uDjpVOmIEdLM2HFxTR7m8uXL\n2LFjB2bNmgVnZ2f07t0bixcvhrW1NVauXImLFy8iJycHkZGRCAwM1OjNy23v3r3o2bOnPB9EiBph\nIuQ+V0JGQQiBkSNHomfPnoiJiTF4+z4+Pho9pFu3Daa2FjA1BRISgHXrpCUaOnYErlwBJk4Epk3T\n7DVWVQEHDwIpKYj94w9MjI2Fra0t/Pz84OfnB39/fzg6OjZoRgiBDz74AB9++CG2b9+OJ5980mA/\n4l9//YWysrIGdU2dOhVVVVXYsGGDwWohahZZh+qQUTl69KhQKBQiMzPT4G03535Ig3riCSFuna2m\nqEiIJ58U4sQJIT75RIigICGsrKRpWPz9xZmVK0V2dnaLbvFYtmyZsLCwEN99951u679FbW2t2LNn\njwgJCREWFhZixowZGs+r1Wphb28v1q9fr9c6iLTBwTJkMG5ubpg+fTpeffVVZGdnw9TUVO9tCiFk\nHSV5R6WlQPfumvvuv18aYTp2LNCuHeDvD7z2GjBsGNC+PfoA6NPCZubOnYsOHTpg3Lhx2LBhA0JC\nQnT0A0gKCwuxfv16rF27FkVFRXjhhReQnJzcYCDV6dOncebMGV4fpDaJQUgGtWDBAjz88MNYs2YN\nIiMj9d5eXl4eXF1d73gbiGw6dQL+/FMzDC9cAGxsgC1bgM6dddZUZGQk2rdvj0mTJqGiogJhYWGt\nOl51dTUSExMRHR2NxMREuLm5Yc6cOXjxxRdha2t72/ekpqbC2dm5wZRvRG0Bg5AMqnPnzli0aBHe\neustjB07Fl27dtVrezt3ZsDV1fWOt4HIZtYs4JVXgE2bACsroLwcePllqQeowxC8ISwsDJaWlggN\nDcW1a9cwY8aMFh/j5MmTWLduHdatW4erV69iwoQJUKlUcHd3b7LXnZqaCn9/f23LJ9Irjholg5sy\nZQocHR0xf/58vbZz5Qrw3Xf673VqJSgIGD9e+jpihPT1xRcBPU46MH78eMTFxWHOnDn46KOPmvWe\nyspKbN68GX5+fujbty8yMzOxePFinD9/HqtWrYKHh0ejIZiXl4fZs2cjJycHDzzwgK5+FCLdkvsi\nJRmnAwcOCIVCIQ4fPqy3NqKjhRg+XPq+zQ2WkdGPP/4o2rdvLxYsWHDH6dZycnLEa6+9Jrp06SLs\n7OzE3LlzxfHjx5t1/PLychEdHS18fHxEu3btREBAgJg8ebLo0qWLOHfunC5/FCKd4O0TJJvQ0FCc\nPHkS+/bt08uAlmvXAIUCMDfX+aHveunp6QgODsaMGTOwZMkSjd9/dXU1evXqhcGDByM8PBzPPfcc\nzJv4JQohcOjQIURHRyM2NhY2NjYICwtDWFgYHB0doVarERQUhIqKCqSmphpkoBRRs8kcxGSkqqqq\nxO7du4WNjU2DVRK01auXELt3128bcaevWQ4cOCBsbW3FrFmzRG1trcZzZWVlzTrGpUuXxIoVK4Sb\nm5tQKBTi+eefFzt37rztJOwXLlwQ3bt3F++//75O6ifSFQYhyeL1118XDg4O4sMPPxQPPPCAKC0t\nbfUxXV2FGDFCiBt/0xmETTt8+LDo2rWriIiIaPb9ibW1tWLv3r1iwoQJwtLSUjg5OYnFixeL8+fP\nN/nepKQkYWZmJvbv39/a0ol0hqdGyeC+//57jB07FmlpafD09MSoUaOwf/9+9OnTB7169brjo6mV\n7n18pHmte/cGXnpJ2pZj8pi7TW5uLgICAuDn54d169bBzMzstq8rKirChg0bEB0djYKCAowePRrh\n4eEYPnw42rVr/ri7N954A/Hx8Thy5Ag662GELFFLMQjJoP744w94eHjgnXfewZw5cwAAFRUVyMzM\nREFBAQoKClBYWFj3fUFBAUpKSgAAzs5PwtT0R/TqhbpHz56Auzvg4SEFX2oqEBgIpKQASiWDsLl+\n//13+Pv7w9PTE7GxsXXXBGtqapCUlITo6Gjs2rULAwYMQEREBCZMmIAuXbpo1VZVVRUee+wx2Nvb\nIz4+vm1OeEBGhUFIBnP9+nU8/vjj6NmzJ7Zv367xB7C2thbPPfccwsPDMermiakBXLlyBQUFBTh/\nvgLnzg1GQQFQWAgUFEgPV1fpdrwbPcCvvwbKyoBvv2UQtsSNmV+cnZ3x0UcfITY2FuvWrUNpaSnG\njx+P8PBweHp66iS4Tpw4AQ8PD3z88cdclolkxyAkg5k1axYSExORnZ3d4JTYv/71L6xevRpHjhzR\n+n6zG0FYUwOMHCnNVpaTo4PCjUhhYSGUSiUKCwvxyCOPIDw8HGPHjoWVlZXO29q0aRNeeeUVHDp0\nCAMGDND58YmaizPLkEHUxsej79GjiIuLaxCCycnJWLx4MZKSknRy07VCAcydC2gxeYrR69mzJyZM\nmIB9+/YhJSVFr21NnDgR+/cfxvz5F/DNNwNgaanX5ojuiDPLkP799htMIyLwakgIhgwZovFUQUEB\nXnrpJcyfPx8jR45sVTM3nwZ99lkgP1/6vqamVYc1OhYWFi0a/NIay5b9Gzk5I/H66wZpjui22CMk\n/VKrpUVpc3OBBx/UeKq6uhrjx4+vGzyjL8XFgKWlXqbwvCcpFArUGOjTg40NsHmztMCGvz/w3HMG\naZZIA3uEpD9xcdLQzWnTpPsZ4uM1nv5h6VKcOXMGGzdu1GsPxMREWhi+slJvTdxTFAoFqqurDdae\npyewcCHw/vvShxYiQ2MQkn4kJEjDNhMTgfR06euWLcCPP0rP//AD/m/hQqi+/RZ2dnZ6LcXaGrCy\nysS8eW9ArVbrta17gSF7hDfMmQNERgJ2dtKJg+Tk+ufkXiiE7n0MQtKPzz4DPv8c6NhR2rayAr74\nAlixAvjrLyA0FCaLFqGHt7feS+nYEVixohfy8v6Ldu3aNViCSfYlmdoYOYKwXTtpPWIAsLUFliyR\nzqprg/++1FIMQtKPxlZgX7sWGD4cmD3bYOU4Ojpi+fLlBmvvbiZHEAJSzx2QPjMFBEjXDokMgUFI\n+nFjBfab3ViB/epVKQwNPKNI//79Ddre3UquILxZVBSwejWv65JhcNQo6UdjK7C7uso6hLO4uBhK\npVJjm+q1hSDs0AEIDQVWrarfJ0TzPjvx35daikFI+hEUJPX8goKkv15qtXSHux5XYG8uOzs7pKWl\n1W3zGpImMzMzg44avZPQUGmGoKtXpe09e6TbKywtgfbtAS+vFfj99zWwtLSEpaUlli9fjiFDhvDf\nl1qMQUj6M3Zs/QgIumtYWtqjb9/pcpfRYIYgb28pDCsrpYdarURpaWdUVFSgsrIS9913n7wF012L\nQUhEt/DCsWNesrV+6wxBzz4rfW9jI914X2/g/x5ErcNJt4lIQ0ICEB4ujW0iMgYcNUpEGhQKeeZn\nPXfO8G0SAQxCIrqFHEF46RLvGyT58BohEWkwMwNMTQ3XnloNTJ4sDS6urpbaJzIkBiERafD1lXpo\nN4uNBQ4eBLy8pNGbDg66mw9h6VLp2D//zBAkefDUKBHVudOE1/36SYNn3n4beOghaba8Z58FFi0C\n9uwRKC0t06q9zMzDWLWqBps2Ab176+AHINICR40SUZ2BA4GuXYHUVGkibB8fzdsZAKCoCFCppMfB\ng8D581U4ebI9BgwYAC8vr7qHi4sLTBs5x3rhwgW4u7sjImIW3n9/np5/MqI7YxASUR0fHyA4WOqd\nvfTS7YPwVjU1tcjLy4VKpYJKpcLBgwdx/PhxWFtbY8iQIfD29sbcuXPRpUuXuvfU1tYiMDAQarUa\ne/bsgULBqzQkH/7vIyINUVFAYCAwZkzzXq9QmGLQoEEYNGgQpk2bBgC4fPkyDh06hIMHD+Knn36C\npaWlxnsWLFiA48eP4+eff2YIkuzYIySiOjd6gF9/DZSVSWsrZ2XpdjRnUlISnn32WezevVtjcmwi\nufCjGBE1cOuE159/DsTESCNGhw6Vvvbt2/KRo/n5+Zg4cSLee+89hiC1GewRElGdm68J/vCDNOF1\nfr40YvTbb+sHyJw6Bdx3H/DMM3/DweEzeHl5YejQoRrXAW9VVVWFESNGoHPnzti5cyfateOgdWob\nGIRE1GLFxVIo/vrrr0hOfhUqlQplZWVwdnbWGDk6cOBAmP3vnOqcOXOwdetW/Pzzz1wpgtoUBiER\ntVptbS1+/fXXupGjKpUKubm5sLCwwJAhQ9C9e3fs2LEDGRkZXB+Q2hwGIRHpRXl5ObKzs6FSqbBr\n1y6YmpoiIyND7rKIGmAQEpHeHTx4EL6+vigoKEC3bt3kLodIA69WE5HeeXl5wdHREbGxsXKXQtQA\ng5CI9M7ExAQTJ07Epk2b5C6FqAGeGiUigzh79izs7e1x7NgxuLq6yl0OUR32CInIIPr06QOlUomY\nmBi5SyHSwCAkIoOZOHEiYmJiUFtbK3cpRHUYhERkMKNHj0ZJSQn27t0rdylEdRiERGQwNjY2GDVq\nFAfNUJvCICQig5o0aRK2b9+O8vJyuUshAsAgJCID8/f3R0REBI4ePSp3KUQAGIREZGDt2rWDSqXC\nsGHD6vZx/lGSE4OQiIiMGoOQiIiMGleoJyKDKy4u1lihvri4WMZqyNgxCInI4Ozs7JCWlla3zWuE\nJCeeGiUiIqPGICQiIqPG1SeIiMiosUdIRERGjUFIRERGjUFIRERGjUFIRERGjUFIRERGjUFIRERG\njUFIRERGjUFIRERGjUFIRERGjUFIRERGjUFIRERGjUFIRERGjUFIRERGjUFIRERGjUFIRERG7f8B\no5zZZPynQg0AAAAASUVORK5CYII=\n",
"prompt_number": 29,
"text": [
"<rdkit.Chem.rdchem.Mol at 0x1080ec0c0>"
]
}
],
"prompt_number": 29
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"mcs = MCS.FindMCS([m1,m2],ringMatchesRingOnly=True)\n",
"mcs"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 30,
"text": [
"MCSResult(numAtoms=19, numBonds=20, smarts='[#6]:1(-!@[#1]):[#7]:[#6]:2:[#6](:[#7]:[#6](-!@[#7](-!@[#1])-!@[#1]):[#7]:[#6]:2-!@[#8]-!@[#6](-!@[#1])(-!@[#1])-!@[#6]):[#7]:1-!@[#1]', completed=1)"
]
}
],
"prompt_number": 30
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"core = Chem.MolFromSmarts(mcs.smarts)\n",
"core"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": "iVBORw0KGgoAAAANSUhEUgAAAcIAAACWCAYAAABNcIgQAAAYCElEQVR4nO3de1yUdaLH8Q8XIbMU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\n",
"prompt_number": 31,
"text": [
"<rdkit.Chem.rdchem.Mol at 0x108111c20>"
]
}
],
"prompt_number": 31
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"match1 = m1.GetSubstructMatch(core)\n",
"match2= m2.GetSubstructMatch(core)\n",
"AllChem.AlignMol(m2,m1,atomMap=zip(match2,match1)) # <- m2 is aligned to m1"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 32,
"text": [
"0.56448382703159583"
]
}
],
"prompt_number": 32
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"v.ShowMol(m1,name=m1.GetProp('_Name'))\n",
"v.ShowMol(m2,name=m2.GetProp('_Name'),showOnly=False)\n",
"v.GetPNG(h=300)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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fIDxlCbV/mEKIMtKsCO7QV/dA+pjC2InjOFRXVQVjWZ5H6K23KN9qK/xkkvju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\n4bouDz30EN/61reC1bYldL40CRwhephgfCYY0C6c0A4++GD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"prompt_number": 33,
"text": [
"<Image.Image image mode=RGBA size=412x300 at 0x101F6B3B0>"
]
}
],
"prompt_number": 33
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"m1"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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"prompt_number": 34,
"text": [
"<rdkit.Chem.rdchem.Mol at 0x106f6ac20>"
]
}
],
"prompt_number": 34
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"m2"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": "iVBORw0KGgoAAAANSUhEUgAAAcIAAACWCAYAAABNcIgQAAAbeklEQVR4nO3deXQUVdoG8CdbJ4SQ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\n/rfjKl6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"prompt_number": 35,
"text": [
"<rdkit.Chem.rdchem.Mol at 0x1080ec0c0>"
]
}
],
"prompt_number": 35
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Chemical Features\n",
"=======\n"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"ffact = AllChem.BuildFeatureFactory(os.path.join(RDConfig.RDDataDir,'BaseFeatures.fdef'))"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 36
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"ffact.GetFeatureFamilies()"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 37,
"text": [
"('Donor',\n",
" 'Acceptor',\n",
" 'NegIonizable',\n",
" 'PosIonizable',\n",
" 'ZnBinder',\n",
" 'Aromatic',\n",
" 'Hydrophobe',\n",
" 'LumpedHydrophobe')"
]
}
],
"prompt_number": 37
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"m = cdk2mols[0]\n",
"feats = ffact.GetFeaturesForMol(m)\n",
"[x.GetFamily() for x in feats]"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 38,
"text": [
"['Donor',\n",
" 'Donor',\n",
" 'Donor',\n",
" 'Donor',\n",
" 'Acceptor',\n",
" 'Acceptor',\n",
" 'Acceptor',\n",
" 'Acceptor',\n",
" 'Acceptor',\n",
" 'PosIonizable',\n",
" 'Aromatic',\n",
" 'Aromatic',\n",
" 'Hydrophobe',\n",
" 'Hydrophobe',\n",
" 'Hydrophobe',\n",
" 'LumpedHydrophobe']"
]
}
],
"prompt_number": 38
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"d1 = feats[0]"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 39
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"d1.GetAtomIds()"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 40,
"text": [
"(10,)"
]
}
],
"prompt_number": 40
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"list(d1.GetPos())"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 41,
"text": [
"[-4.0853999999999999, -1.1212, -0.083099999999999993]"
]
}
],
"prompt_number": 41
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"list(m.GetConformer().GetAtomPosition(10))"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 42,
"text": [
"[-4.0853999999999999, -1.1212, -0.083099999999999993]"
]
}
],
"prompt_number": 42
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's look at the features in 3D."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"v.ShowMol(m,name=m.GetProp('_Name'))"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 43,
"text": [
"''"
]
}
],
"prompt_number": 43
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"donors = ffact.GetFeaturesForMol(m,includeOnly='Donor')"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 44
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"for donor in donors: \n",
" v.server.sphere(list(donor.GetPos()),0.5,(1,0,1),'donors',1)\n",
"v.GetPNG(h=300)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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UqAoc47AN2/IGr7JYLaOx4XQCUyCV2p8H/voq/Rs/IOZUobUhXwiY91EarRSWrUrrMrZd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\nZ30aE25wffzFxeF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ypSXEnDCcesIsSPT7cr2AfN6nX58EY0bWku5wSVY6PPviYjrSLo6t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\n",
"prompt_number": 45,
"text": [
"<Image.Image image mode=RGBA size=412x300 at 0x1081167E8>"
]
}
],
"prompt_number": 45
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"What's up with those \"extra\" donors?"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"defs=ffact.GetFeatureDefs()"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 46
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"sorted(defs.keys())"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 47,
"text": [
"['Acceptor.SingleAtomAcceptor',\n",
" 'Aromatic.Arom4',\n",
" 'Aromatic.Arom5',\n",
" 'Aromatic.Arom6',\n",
" 'Aromatic.Arom7',\n",
" 'Aromatic.Arom8',\n",
" 'Donor.SingleAtomDonor',\n",
" 'Hydrophobe.ChainTwoWayAttach',\n",
" 'Hydrophobe.ThreeWayAttach',\n",
" 'LumpedHydrophobe.Nitro2',\n",
" 'LumpedHydrophobe.RH3_3',\n",
" 'LumpedHydrophobe.RH4_4',\n",
" 'LumpedHydrophobe.RH5_5',\n",
" 'LumpedHydrophobe.RH6_6',\n",
" 'LumpedHydrophobe.iPropyl',\n",
" 'LumpedHydrophobe.tButyl',\n",
" 'NegIonizable.AcidicGroup',\n",
" 'PosIonizable.BasicGroup',\n",
" 'PosIonizable.Guanidine',\n",
" 'PosIonizable.Imidazole',\n",
" 'PosIonizable.PosN',\n",
" 'ZnBinder.ZnBinder1',\n",
" 'ZnBinder.ZnBinder2',\n",
" 'ZnBinder.ZnBinder3',\n",
" 'ZnBinder.ZnBinder4',\n",
" 'ZnBinder.ZnBinder5',\n",
" 'ZnBinder.ZnBinder6']"
]
}
],
"prompt_number": 47
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"defs['Donor.SingleAtomDonor']"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 48,
"text": [
"'[$([N&!H0&v3,N&!H0&+1&v4,n&H1&+0,$([$([Nv3](-C)(-C)-C)]),$([$(n[n;H1]),$(nc[n;H1])])]),$([O,S;H1;+0])]'"
]
}
],
"prompt_number": 48
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The feature definitions include some tautomer recognition:\n",
"\n",
" [$([N&!H0&v3,\n",
" N&!H0&+1&v4,\n",
" n&H1&+0,\n",
" $([$([Nv3](-C)(-C)-C)]),\n",
" $([$(n[n;H1]), # <- here\n",
" $(nc[n;H1])])]), # <- and here\n",
" $([O,S;H1;+0])]"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"for feat in ffact.GetFeaturesForMol(m,includeOnly='PosIonizable'): \n",
" v.server.sphere(list(feat.GetPos()),0.5,(1,0,0),'Pos',1) \n",
"v.GetPNG(h=300)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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lxeFaTi99eWSMIZPJ4DgOAGPGjCGfz5NIJHjvvfdwXbfXjW668n0frTU33HAD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\n",
"prompt_number": 49,
"text": [
"<Image.Image image mode=RGBA size=412x300 at 0x10924BAB8>"
]
}
],
"prompt_number": 49
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"defs['PosIonizable.Imidazole']"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 50,
"text": [
"'c1ncnc1'"
]
}
],
"prompt_number": 50
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"There's a command-line tool to show all the features and some additional information.\n",
"\n",
"*Unfortunately this weems to currently only work as a command-line tool, not via import and direct function calls.*"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"print >>file('data/output.mol','w+'),Chem.MolToMolBlock(m)"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 60
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"!python $RDBASE/rdkit/Chem/Features/ShowFeats.py data/output.mol"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 61
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"v.GetPNG()"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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bsjGHiUlo2VbWDSwiIitDAVDWn+uvd/uzzsqDYL3uFoguTv4ohr/icXkSSKeT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\nvO1tq/s+RIbgFE5hC1uYZDKr/Pku3/LNB0BfAfQVPx8A/TEGurZLYAJ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=\n",
"prompt_number": 62,
"text": [
"<PngImagePlugin.PngImageFile image mode=RGBA size=640x466 at 0x1082D20E0>"
]
}
],
"prompt_number": 62
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Constrained Conformer Generation\n",
"====\n",
"\n",
"Generate a conformation (or conformations) of a molecule where some atoms have a fixed geometry. For example: explore different sidechain conformations with a fixed core.\n"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"cdk2mols[0]"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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"prompt_number": 51,
"text": [
"<rdkit.Chem.rdchem.Mol at 0x106f6ac20>"
]
}
],
"prompt_number": 51
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"cdk2mols[1]"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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"prompt_number": 63,
"text": [
"<rdkit.Chem.rdchem.Mol at 0x1080ec050>"
]
}
],
"prompt_number": 63
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"core = Chem.MolFromSmarts('c12ncn([#1])c1nc(N)nc2OC')\n",
"core"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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mSJw6JULO3x/w8xMDIi0tReD17CmmRfz0E3DwoAhLkw/Cy5cBLy8x+XL8ePGY\ndNMmICFB/MbAFh8ZGU6fIJPUpQuwcCFw4gRw6xbw17+Krix/f9HYedKKFWKKRGysPLUanO7dgR9+\nAL79Vsw7GTxY/CGeOcMQJKPEFiHRE4qKAKVSzA4obxHm54vur7FjgbQ0seKYSbcIiRoYtgiJnmBr\nK0Lwad7eIghDQsQC20TUcHD3CaIaWrMGcHUFdu+WuxIi0iUGIVEN2dsDkZFAQIBoORJRw8BHo0TP\noXy6BRE1HBwsQ0REJo0tQiIiMmkMQiIiMmkMQiIiMmkMQiIiMmkMQiIiMmkMQiIiMmkMQiIiMmkM\nQiIiMmkMQiIiMmkMQiIiMmkMQiIiMmkMQiIiMmkMQiIiMmn/Dwjp9EUPFLn/AAAAAElFTkSuQmCC\n",
"prompt_number": 64,
"text": [
"<rdkit.Chem.rdchem.Mol at 0x1082c3ec0>"
]
}
],
"prompt_number": 64
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"em = Chem.EditableMol(cdk2mols[0])\n",
"match = cdk2mols[0].GetSubstructMatch(core)\n",
"for idx in range(cdk2mols[0].GetNumAtoms()-1,-1,-1): \n",
" if idx not in match:\n",
" em.RemoveAtom(idx)\n",
"coreMol = em.GetMol()\n",
"Chem.SanitizeMol(coreMol)\n",
"coreMol"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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69evNXkNYWVkpcXFx4u3tLSEhIXL06NHHyurt7S3h4eGSk5PT7PNYTENFeOeOso/IDrEI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\nItK0/wGkLCRjFJpCTQAAAABJRU5ErkJggg==\n",
"prompt_number": 65,
"text": [
"<rdkit.Chem.rdchem.Mol at 0x1082c3d00>"
]
}
],
"prompt_number": 65
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"newMol = Chem.MolFromSmiles('c12nc[nH]c1nc(N)nc2OCc1cc(C)ccc1')\n",
"newMol"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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SOAahHjMxAQIDgYULxa6k7qytTXDlSkvk5nJncn0ilUoREhLCkQDSKAahnps7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\nAAAAAElFTkSuQmCC\n",
"prompt_number": 66,
"text": [
"<rdkit.Chem.rdchem.Mol at 0x1082c3de0>"
]
}
],
"prompt_number": 66
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"newMol=Chem.AddHs(newMol)\n",
"newMol3D=AllChem.ConstrainedEmbed(newMol,coreMol)"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 67
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"v.ShowMol(cdk2mols[0],name='reference')\n",
"v.ShowMol(newMol3D,name='new mol',showOnly=False)\n",
"v.GetPNG(h=300)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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EDzzwABdeeCEHHXQQ5eXlmceLLbdVLfz037A///nPcV2XyspKnn76ad577z1i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\nKDQG140BGq2T+OXQrhvHD0BedVqccHgEWicARV3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traW6upqqqiopGugCEnCEEJvkOA6W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\nSUVORK5CYII=\n",
"prompt_number": 68,
"text": [
"<Image.Image image mode=RGBA size=412x300 at 0x1082B8B90>"
]
}
],
"prompt_number": 68
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Something completely different: shape-based alignment\n",
"======\n",
"\n",
"Python implementation of the subshape alignment algorithm:\n",
"Putta S, Eksterowicz J, Lemmen C, Stanton R (2003) J Chem Inf Comput Sci 43:1623"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"from rdkit.Chem.Subshape import SubshapeBuilder,SubshapeAligner,SubshapeObjects"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 69
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"Draw.MolsToGridImage(cdk2mols[:20],molsPerRow=4)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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+XbduXS0trbS0tF69esXFxUlvX+WGNA4tCwuL/MdSGSRYurq6JN+lV/79CYk7\n59cwdXV1ExMT4TBhQ0NDDQ2NSClP1ZCTk6OioiKVKthCHBwcgoKC/P39O3XqFBQURH6XzZeD9Cv/\nwV+Wty6vX7/msrjcXLJgQdFvGRmRnj3Jrl0kOjr91q2mLVteuHChQYMGlSpVGjBgwP/+9z/hf9yK\nFStGjBixe/fu0aNHixeFgYHBhAkTXr58efbsWRMTE01NTfZ1T0/P0NDQJIlHNXJFvjq5k19XQYZh\nfltnKLr8zYLa2tp6enpRUVE1atTgqnyhr1+/dunSxcjI6Pnz505OTmvXrvX09OR2F6mpqbNmzQoM\nDBw3btz8+fO/ffs2YMAABweHkJAQCwsLSWZkLvezOVtbW7948YLbMtkmQkopexNWIN/i3Ldv36ZO\nnWpqatq7d+9t27Z5eHhIaUfsF7AsR+8rLhsbm8OHD3NerIWFhTCjUlJSsrS0lF6CRSndvHnzjh07\natasWbt27bVr1/br10/0eoXS7mv79u179+5l58Ps1KmTo6Pjbz+FNQzElp6eLjxBSSovj/Tt+/vZ\nKZWVtZ2dZzk7z5o1KzEx8dKlS+fPn580aVJsbGz9+vUrVap07tw5tn1QwnCUlJTc3d3zHw9169bV\n19e/fv26j4+PhIVzQ7ZdwApj6xiio6M5LHPo0KFDhw4VPq1Vq9bOnTs5LJ/14MGDSpUqtWnTJiEh\nISkpafLkyXw+v0uXLu/fv+dqFxcuXLC2tq5Vq9a9fEsz5uXlLV26NCgoiErWw7HcdzLdtGlT3bp1\nuS3zzZs3hJDEXwvz3rhxQ0NDg5F8/YGi3L5928zMrGXLlp8/f54xYwaPxxsyZEiiFNYEfvny5fLl\ny7kqreD6ieXO9evXNTU1Of9P79SpU/4u556enosXL+Z2F6zMzMzBgwdraWkFBQUJBIKNGzdqa2t3\n6NAhSgrjJ968edOiRQt9ff3NmzdfuXLFyMjI19dXlNXiysHZif0iHDx4sMz2+PXr12nTpnXo0MHF\nxeXgwYOSzp6fl0f79aPm5vTjRzE+LRAIwsLCFi1aZGtrKzySGYZ58OABtyexbt26jRs3jsMCJSF3\nCVZubq6qquo9sdd2LkpAQEC7du2ET1u3br1w4UIOy6eU7tu3T11d3d/fP/9B/Pr163bt2qmrq8+a\nNSs1NVWS8uPj4wcOHMjn8+fMmVPkMunsMYoEqwTnzp0zMDAQPmUn/JUw/U1LSyOEPPu1MO+7d+8I\nISKu8yo6hmH++ecfPp8/bdo04QEWGhrq5ORUqVKlY8eOcbWj7Ozs+fPnq6mpcbiCR7k/rtj2QeFI\nXoFAMGrUqJCQEAmLHTNmjJ+fn/Cpn5/fqFGjJCyzsMjIyPr161erVu3p06fCFz9+/Ojp6amvr79j\nxw6uEsfs7OyFCxeqq6t369ZNeP8cERFRo0aNI0eOcLILOVfGB39YWJixsfHQoUO/fv06c+ZMfX39\nqlWrbtiwISMjQ4zSBALBnRkzaMWK9NUrCQPr3r372LFj2ccMw1SqVInbpHPjxo21atXisEBJyF2C\nRSm1sbFh62O48u7du/znu0GDBo0cOZKrwvPy8qZPn66mprZ9+/YiNzhz5oy9vb25ufnevXvFO1sd\nPXrU1NTU1dX1yZMnkgVbhKysrLt373JerBx6+fIlIUQ4OPzLly8dOnSQPP09ffp0UlIS+zgzM5MQ\nwu1/U0ZGxoABA7S1tQ8dOlTgrZycnMWLF6urq/v6+gov8GK7d+9e7dq1LS0tT548WeCtpKSkZ8+e\nvX//nm1uKJVyn2Cx94T3799nn6alpQ0cOFBFRWXQoEGSTNfy5cuXyMhI4dPZs2d36NBB0lj/68aN\nGxUrVmzXrp1wFhshhmE2b96so6Pj5eX15Yukk5vcv3/fwcHB3Ny88M1AUlLS6dOnJSxfIZTlwf/w\n4UMDA4NRo0YJ5zJISUlZuXKlhYWFiYnJ/Pnz4+PjRS+NYZgxY8aYmJgk/7qTlMTff//t6OgofNq7\nd28OL8f0V6sCt41gYpPHBMvNzY3DFooCoqKiGjVqZGtru3z5cslrJpOTkzt27FixYsXbt2+XsFl2\ndvbKlSt1dXUbN2786NEj0cv/9u1bt27dNDQ0li1bJo3lUV+/fu3s7LxfWgvJyhe2tin/nTql9PTp\n03Z2dhYWFgcOHJD8Zv38+fPVqlVr3br17du3Obn1//jxo7Ozs52d3fPnz4vb5vXr182aNTM0NNy1\na5d4O01NTZ0wYYKqquqYMWMKzE4kFBUV5enpaWxsfOLECTF2Ub5Vrly5wF34w4cPGzdurKuru2zZ\nsiKrnEslOjq6UaNGNjY248aNK7wOrhgYhlm/fj2fz589e3ZeXl5xm3369Kl169Z6enrbtm0T79BK\nSUkZN26cqqrqqFGjhPchBeTl5R09etTf3z80NFSMXSiuL1++vH37lvNi7969q6enN3HixML/ZdnZ\n2bt27apVq5a2tvaECRM+f/7829IYhpk0aZKBgQFX/zvsMpRxcXHs002bNtWsWZOTklkMw3h4/Ni/\nv9ijuizJXYLFMIyXl1fr1q2/f//OeeEHDx40NDT09PRcuHChnZ2dtrb2mDFjxD/E370b6uHh5OQk\nymFKKY2JiRk8eLCqqqoot7YMw+zevdvQ0LB58+Zv3og/jWFxZ0+GYbZv366lpdWzZ0/JLwAKITMz\n09LScsaMGQVmqMvOzl6+fLmOjk6zZs3CwsLEKzw9PX3MmDE8Hm/06NF9+vTh8XgNGjT43//+J0r/\nkuLcvXLF2Ni4U6dOxV2ZhAQCwYYNG3R0dNq0afOxlD0kzp07Z21tXaNGjZJvEti9LF++nM/njxw5\nUpSqrPDw8FJForhcXV0HDBhQ4LvGMMz+/fstLS2rVat27NgxsRPu4OBgY2NjDw+PHTt2eHp6Kisr\ne3t7X716VfwMPiMjYPx4HR2dYOFckcVjGGbr1q26urpt2rQR8UQndOrUKSsrq5o1a/720KKUbtmy\nhc/nBwQEFPh65uTknD59ulweSzNnzuR8/tgbN27o6OhMmzathMNDIBCcOnWqWbNmqqqq/fr1K3DP\nWcDs2bN1dXWFFbSSEwgExsbGwmPv1atXhBBuL/cDBtBBgzgsT3zylWAxDDN16lRdXd06dero6emt\nXr1akutTfgkJCX369NHQ0Fi3bh37BWYPspYtWyorK3fs2PHy5culO2FduUINDROGDk1LSytVJI8e\nPWrSpImuru6KFSuys7OL3Obz589eXl46OjobNmz47RS3xYmJiTlz5szs2bOfFarXTUxM7Nmzp5aW\n1vbt26XUI1veZGZmenl5WVpaGhgY1K9fv/D5Ijo62s/PT1VVdcSIEcK7KxE9fPjQ3t7ezs7uwYMH\n7CuRkZEzZswwMDCwtLQUp66UYeiSJV8rVVqxeLHoB8Dnz5/btWunra29bt26EqolhOLi4vr27cte\n1URPskNCQuzt7WvWrPn48ePiw2fmz5+/bds2EctUaGvWrOHxePr6+i4uLrdu3SrwblpaWkBAgIaG\nRsuWLQt/E0uWkpIyePBgNTW1VatWCQ+DJ0+eDB48WF1dvU6dOjt27MjMzCxduJ8+UReXNy1avHz5\nUvQPff78uW3btrq6ulu2bBHljBETE9OzZ081NbW5c+eKfmhdu3bNyMioe/fu+dP3ZcuWWVhYSNiH\nVT5t3bpVRUWltEdFCa5cuaKlpTVnzhwRz+p37tzx8fFRVlZu167d9evXC39qwYIFWlpahY9qCXXp\n0mXChAnsY4ZhTE1NC/d/kMSePdTaurSzykuFHCVYwuzq3r17AoFgz549ZmZmNWvWvHDhgoQlX7p0\nycLCwsXFpchzytOnT9kTlqOj46Hdu+lvT1gMQ//5h/L5dO5cKlb2w97aWlhY2NnZFeh/IBAI/vnn\nH7brQ2nvFwtLTEz08/NTU1Nbvny58Ip7584dGxsbZ2fn169fS1i+omCzKzs7u6ioqNjY2BEjRqiq\nqg4YMKBwPeLdu3ddXV0NDAz+/vtvUdpkc3Jy5s6dy1ZcFU61U1NT//nnH1tbW21t7XHjxr0XsXEn\nJYV27UoNDOjZs6L9fv9iGGbfvn3GxsaNGzd+8eJFyZtVqFChYcOGYpzf09LShg0bpqamtnr16sL5\nH8MwM2fO1NbWlkbzh7z5+++/1dTUzpw58+PHjzFjxqiqqvbs2bPwN/fTp089e/ZUVVUdPXq0iGMg\n7t69W7VqVQcHhyK79H3//n3evHmmpqYmJiYBAQHJInb2unKFGhtTb2/6uzrRwtg6bz09vVatWn36\n9KnkzQwNDZs2bVqqHI717t27mjVruri4sP3PoqKitLW1y3LkXZlJTU3t2rVr3bp1lZWVvby8Sn2H\nX8j58+c1NDTmz59f2g++evVq8ODBfD6/QYMGR48eFV4pli9frqGhceXKFUmiKtK6devyD+ju0aPH\nmDFjOCw/KYlOmEBjYzksUkzykmAxDDNt2jQ2uxK+mJKSMn36dD6f7+PjI95or4yMjAkTJvB4vL/+\n+qu46iLW9+/f58+f/3f79tTEhAYE0BJOWDdvUi0tKvHIl9TU1NmzZ6urq7dr147Ndd68ecN2ptm9\nezeHFUvBwcEmJibNmjV7+/bt/PnzeTzepEmT/pBmQUppZmZmu3bt2OxK+GJoaGjTpk2LrEcUCATb\ntm0zMTFxcHAo+eTy5s0bdhq9c+fOlbCZQCA4efKku7v7i+bNaefO9ObNku6tkpNpjRq0Th367p2o\nv2EhsbGxvXv3VlNTmz9/fuHD/tOnT15eXtra2uvXrxeloqs4R48eNTQ0bNOmTf7+pAzDTJw4UVdX\nV5RWIUUXGBjI5/Pzd0p79uxZq1atNDQ05syZUzjhvnXrlouLi6Gh4bp160qom8/JyQkICODxeP7+\n/iVXUGVlZe3evbtTs2aMgQEdMIAWX6dIKaXnzlEej86bJ95tISsyMrJ9+/Y6OjqBgYGFc+u3b996\neHjo6ekV+a6IkpKS2rVrV6lSpQcPHvTu3dvd3b381bJHR0fb2dl16NAhOzv71atXw4YNU1dXd3Jy\n2rt3r3iNNqdOnVJXV1+2bJnYIbFzOujp6dnb22/ZsmXVqlVqamoln9nExi5GKRxasXVrsK/vYWns\nSObkIsFiGGb69OkFsiuht2/fijfaKyQkpGbNmra2tqUYJZeVRXfvpk5OlM+nfn40OpomJND+/WmH\nDrR9e9q/P01MpPv3U+46BLx//75r1658Pr9z587q6urdu3eXfDhYYd+/f/fx8dHT0zMyMpLSd0Y+\nsdmVra1t4Ul92HpEc3Nze3v7s4XqihITE/39/Xk8Xvfu3QvfrzMMs2HDBk1NTV9fX9EnZWBCQ2n/\n/pTHo/Xq0f37aV5eEUfX4cO0Tx9aynbnIp08edLCwsLR0VG4/ndeXt7atWu1tbXbtWtXQiWE6CIj\nIz08PCpUqHDq1ClKqUAgGDlypKGh4Z+w4vjWrVv5fP7Ro0cLvM4wzIkTJ2xtbS0sLPbt21cgORAI\nBNu3bzc1Na1Zs+b58+cLF/v27dsGDRqYm5uXYs1ahqHXr9POnamKCnV3p8ePU4Yp4tAaMYKeOiXW\n71rwF9y1a5e+vr6np+eHDx/YF4UDWrt06SL5BFp5eXn+/v58Pp/bFjQ5ERsbW6tWrVatWuXPnmNi\nYgICAoyNjS0tLVesWPHbbpf5BQcHq6mprVmzRvLYkpKSli1bVqFCBT09vePHj0teYJEEAkGdOt3P\nnv1Zwfn8OSWElrJfRhGysih7R2xjQ3ft+vmibAcuyz7BEmZXwjRoz549hRsXzpw5w4722r9//29v\naHJzcxcuXMj2xhWn8Z5h6I0btHNnOnfuf5YNP3qUDhlCxZpHpDiXL18eMmTI5cuXFy1adPTo0cmT\nJ0tpQfuHDx+OHTt2/Pjx0ihcPmVmZrZv377I7EooNTV15syZampqHTt2LDw+68WLF61atSpwX/j1\n69e2bdvq6+sXvnyK5OtXOmsWNTKiAQFFHF2vX3PYdyApKYltD50yZcqjR48aNmxYoUIFUb5BomPn\nuWW/a/369atQoUK57I9cwM6dO/l8fgkdR7KyspYvX84OHC6cbiYnJ0+bNq127dr5qysYhtmyZYuW\nllb37t1LNYr+X+/e0QkTqI4OvXGjiENLgjkjCouKiurYsaO2tvY///xz7969OnXqVKpUqXC6KbY7\nd+6oq6traGj06tVLzL+GXIqPj69bt66bm1uRw0TS09M3btxoa2urq6s7efJkUSbICAoK4vP5GzZs\n4DDIY8eOEUJeSTzlVQl8fOikST8fMwytUIFKeOw8e0br1KH29jQrizZvTn19Kdt3/49OsBiGzpgx\nM392xTCMr68vn8+fPn16SkpK/o1FHO0VERHRqFEjMzOzM2fOSBpffDytX58KT4I5ObR+fUnL/K+D\nBw9Wq1ZN+HTEiBFDhgzhdhf5jR07VryJ5hSOMLvKP5lQcd69e9epUyc1NbUZM2YUyMgZhsnfjnbo\n0CEjIyNPT09JJwdKT6e3b0v76GJdv37dyspKV1e3d+/epe2/L6JHjx4ZGRnp6+v/CS2De/fu5fF4\nBw4c+O2WMTExQ4YMYTv8ff36tcC7+bOr2NjYTp066erqctA9ICmJfvxYBocWwzB79+7V1tbW0tIa\nMWIEh/Nxs0Phpk+f/vLly3r16llYWFy8eJGrwmUoKSmpXr16jRs3LnBpKyAvLy84OLhJkyY8Hq9v\n374lXOz27dvH4/G2bt3KbZyRkZE2NjabN2/mttj8Vq+mLi7/Pu3WjYp97y8Q0LVrqbo69fOj7CQz\nLVrQ+Hjati1NTv6DEyyGoTNn0latwu7cuVPgrXPnzlWvXr1SpUqFJ+eMjo4eMGCAqqrq8OHDY//b\njY1hmE2bNmlpaXXr1o2zC0n+G8HDh+ngwdwU+8vx48fNzc2FTydMmNC3b1+uCi88x+PEiRO5ncRV\nPmVl0YEDXzo71xcluxJijzpzc/Miq6YSExP79u2rrq6+Zs0asfuXFCTlo0to7dq1PB4vICBASuXv\n379fTU3N2dm5Vq1ahTOJ8uTw4XhDQ6M9e/aI/pHQ0NBmzZppa2svWrSoyD5VZ86cMTU1bdq0qbDF\njQNldWh16dJFU1OTwwILDIUT9kgbN26cGPPcyg+GYXbu3FmvXj3Rm//u3LnTtWtXFRUVT0/Ps2fP\nFjgp7dixg8fj7RI2himU0FCqovLvWIv166l4y5h9/Upbt6aGhjT/ZY297j16RPv1o25ukoYqCZkl\nWGx2paNDCyVXP2VnZ69ataq4yTnv379fv359AwOD9evXs6O9vn371r59ez09vT179nDZKTIhgfr5\n0Y4dafv21M+PFpryWEIXLlwwNDQUPp0xY0bXrl25KrxwgrV///5OnTpxVb58ysqi7dvTatXoly+l\nPgyEU8I2adIk/+z/V65csbS0dHZ2LmHCT3FI+egSCggI8PT0vHHjhjQuUS9fvtTW1t60aVN6enqb\nNm2qVq1a2rm4FMWhQ5TPp3v3lnopJIZhgoKCrK2tK1eufOTIEeEJKj09fdSoUXw+f9GiRZIMOChC\nWR1aw4YN4/P5XJV24cKFIofC3b9/387OrkaNGpKvQSRD27dvF6O5MyIiYvTo0ZqamrVr196xYwc7\nPmnz5s08Hk9x54hmGBoe/m+ClZJClZVpaf82J07cMDFhWrakBe6jhde9TZuojY3EsUpA0gRLvHUw\nGIbOmlVSdiUknJxzyJAhBeYiEwgEO3bsqFixYu3atRcsWGBsbOzu7s5J192ydOPGjfz3f/Pmzcu/\nbKKECq+zGxERwefz5b9Pg9jrq2Rn/8yuSlN1VdC3b98GDRqkqqo6bNiwz58/T5w4UVVVddasWSUP\nRJVnQ4cOnSTs8sCptLS0WrVq9e3bl00asrKyOnfubGlpKZ9/K0nW7QkOpnw+lWSRxoyMjPnz52tp\nabVo0SI8PDwkJKR69er29valWt1B3kydOlVZWZmTos6cOaOurr5kyZIi301LS2OTUUWZ8L3wwSbJ\n7U1cXNz8+fNNTEzMzMx69OjB5/MPH5bWyLuyX96KYaiRERW9V71wirhNm17mb05IT6czZkgjQDGV\nUYJVoFd/UhLV0aGi99Z48OBBw4YN9fX116xZU2AUa1JS0vDhw6tUqbJ8+XLOGm7K0MOHDwkhwjva\nZcuWeXh4cFV44f8dhmGWLl3K4bS8UiL2N3zGDLbuioMY7t+/z47nqlKlSuFWbMXi5eW1YsWKIkaW\nSYZhmH79+tWqVSt/x7WcnJw+ffrIZxIv9nH15Anl82lgIAcxREZG9u3bV1lZWUNDY9SoUaWdqVje\nvH///vz585Kfe0+cOMFOqVryZmfPnmXbZ+V/jUtpRJiZmbl161Y9Pb0+ffpwUmCRyuBvW3ig3/Ll\n9OZNkT5b3BRxISG0enXarBm3kUpE0gSrcB1JkQr06o+KoqWdG1YgEOzevZuderRAh8eTJ09WqFBB\nnOjlwNOnTwkhwlmp1q9f36hRI64Kl/9zUHFEPK5ooS9q797cZFes79+/E0LKwbA4BweH/fv3FzGy\nTDKbN2/W1tYuPJ9kXl4em3LJ2xEo9nE1diz9+28uI+nUqROHvS0V3ZEjR/h8/vr160XZmB2mI2+H\nVmGiH2ylpampWa9ePQ4LLEB6kQuJN9BP2CFv4sSJ+bsz5uXRxYspn09HjeJ2lL+kuK/B2rNnT7Nm\nzfr37798+fvdu+mtWzQ6umCvfrEnuUxOTp46dSo7a5Rw6tFly5Y1b95cwl9EViIiIgghwgE4W7Zs\ncXJykuoe5f/ERIsK8v79+1u2bLl8+fLHjz/yT7Fe4IvK7QqWN2/eVFdX57hzjCwYGBhcvXqV25Fl\noaGh6urqxfUCYStl5e1gKxxPcnJykVM7FjiuLl/mOJKGDRtyMnGRbHHy/3vw4EE+nx9YyurBMkgC\nJCS9g9/Y2FhVVZXDYZsFlMHXVryBft27dzc3Ny9Qw/Lx48eBA8+amHAyyxvHVAnXmjZtGhsb+/Hj\nx8eP1R4/Jh8/EiMjYmdHDA3JggVkzBhCKVFTE7NwdnX6wYMH+/v7BwUFzZgxgxDy+vXrGjVqcPk7\nlCFjDY3Tbm6qmZlEX58Q0trAoLmNjYxjkktJSUkbN258//69o+PfDx74WVuTKlXI338TZWUSGEj6\n9CFBQYQQYmLC5U5fvXplZ2enoqLCZaFljlIaHR3N5/PJ7dtEWfnnqydOEAcHsctMSkry9fUdOHBg\n7969i9xASUmJEBIfHz9y5Ej2lfj4eLF3Jz0HDhwYO3ashYWFh8dfDDPI2prY2JBWrQoeV56eXO6U\nUvrmzRt7e3suC1VM+/btGzRo0KZNmwYNGlSqDxoZGQUGBrKP3d3dpRCa/Dp//jzDMDk5ObIORCL5\nU4LERPLgAWnWjGhplfSRmTNnWlpaGhkZsU8ppfv37x8zZkyzZs2fPm1VsSL3+YyEJA3o2rVrBR5X\nrlx50qRJwhcZhnz/TtiTsKsradKE3Lol4T4Ju4QfwzDs01evXvXo0UPSQmVEX129/Y0bJCuLfWqt\npETCwqS6R/m/5pGijqs2bdq0adOGUhoXx3z8SD58IB8+EPYQyP9F5ZZC5+5CSkpK6urqhJCf2dXI\nkSQykhgbkzVrCCGkfn3Sowfx9SWWliIWSCldtGhR48aN17AlFE/eroKFjys/Pz8XF5dPnz7FxVV/\n+ZKEhJAjR0h2NiHSPK5+/PiRmJhYDhIsCU8mu3btGjZs2LZt2/r37891aLJX+GDjiouLC4elFSa9\nyAsQpgR5eaRHD5KVRRo2JB4exNOTNGhAeLyC29etW1f4ODExcdSoUSdPnly1atXw4cPZOzq5I9P6\nMw4wDKOnp1fkohOKIT2dEkKF6/KePk0rVpTqDuWt1UZCUh2R27ZtW+nNHVU2fv/fvWgRdXSkhNBm\nzeiGDdw2sirowcYw0j2ubt26paamVg6aniX5/1X0iQZkosg/uAJ9s0qQk0Pv3qULFlB3d6qmRps1\n69G+fftVq1aFh4cXHkJx9epVS0tLV1dXdhlfuaX8+xRMCn7VPXHg27dvycnJClzNoK5Opk0jeno/\nn9rbk+HDZRqQghHeXw0fTj5+5Ljw8lGD9RszZ5InT8jz56RFC7J2bUrr1m3atNm5c2dSUlKRmz95\n8oT8tzqqhKqpMrsV5paSknSPqzdv3lSrVk3Rm54lsWHDhrFjx+7fv7+4Jmb40/B4pFEjMns2uXqV\nJCSQv/4aUbt27f/973/Ozs6mpqY9e/bcsmXL+/fvs7Kypk6d2qZNGz8/vzt37sh5NbAS5bz6WwRJ\nSWyPIw5cuXKlU6dOKSkpysqySRahvEpPT9fW1n7y5Imjo6OsYxGfo6NjkyZN2Md37txhR60Wi9JP\nYWEbg4IOHjwYGxvbtm3bnj17duzYUetXz4jY2NghQ4acPHnS3d1dmDDlfwyimDZt2rt3744ePSrr\nQMoOpTQ3Nzc7OzsnJ2f79u1z5syZOXNmu3btXF1dZR2aIin8dU5OTm7WrNlvvteKLCEh4fr161ev\nXr18+fKbN29q1KiRlpa2f//+Zs2ayTq035NNp7C0NJKQQKpU4aCoV69eVa9eXbGzq8REMmECSUgg\nlBIjI7JuHdHTI/LZoiz3nj2TpOv2f7x580ZFRcXOzo6b4mSkdL2glJRsXFyWu7gsXbr07t27QUFB\n48ePHzJkSMeOHXv06NG6deu+fftWrVqVKEhPPg5FRBBbW85Ke/v2bXmtGf36lXh5kZwckp1Natc+\ndu/e0JycnJycnGy2XxshhBB3d/cjR44cP3582bJlhw8flmG0Cqfw11lPT0/Y6btcMjQ07NKlS5cu\nXQghUVFRbm5uU6dOVYjsisgqwZozh2RkkIMHOSjqxw+HZs1Gc1CQDE2eTHx8SOfOhBASHEymTCGB\ngURV7gZEyL/r18nGjSQoiJvs9NWrV5UrV/7ZPfwPo6ys3LRp06ZNm65Zs+batWsHDx4cOHBgTk5O\nbm6ura0tkb/e61KVmkr+9z8yezbh6j7uzZs33t7e3JQlZ3R0yMSJRE2N8PlES6v2mDH7+Xy+mpoa\nn89/9+5dcHDwsmXLKlSooK2traen17Jly/j4+PKdHwCHLCws6tWr9/79e1kHIjKZ9Px69oyqqtK7\ndzkoysODLlzIQTmyVHh2IrEnCvuzxcRQHR3K1WLWixalDBvG3aSlCi4rK6tjx46urq47d+6kCtt7\nXTxxcVRfn+7ezU1pubm0RYvn9+595KY4GUlMLPVqVB8+fCCEvPg1oIdhmGrVqv3N7fytUN4tWLDA\n09NT1lGISjYta7Vrk0GDyN9/36YS9wB7/ZoofF177drk9Omfj9nZidA+KJaKFcm0aWTGDJKvOUJ8\nYWE6enqizlxQ7qmpqVWuXLlmzZoDBgwgCtt7XTzGxmT2bDJrFklP56C0T5/I9eu1bG1tOChLRi5f\nJrVqkatXS/epypUru7u77969m32qpKTk5+e3a+dO7uOD8svBweHZs2eyjkJUMuu6NHdu/KlTXhJ2\n80xOJtHRip9grVxJTpwg3t6kQwdy+jRZsYLw+bKOSVFNnEiqV3+3Zcs+yYt69YpUry55MeUHn89X\n9LkNxTZmDNHUpFu2fJC8qDdviLExUdBmMYFAsHjxTi8vOnQo6du31B/38/Pbu3evQCBgn/qPH3/f\n35/8AX34gCsODg6xsbHsImbyT2YJlpmZ0ZQpU6ZPn17yKZtSmpYm+P6dvHtHwsPJrVvk3Dly/jz5\n9IkQQr5/J76+XHY+lQ0DA7JrFzl5kpw+TXbtIgYGsg5IgWlqEl/fOwEB4xISEiQpJzeXREQofu7O\nKTU1tT82wVJTI0uXXvzrL8evX79KWNSbN0RRBk4UnozjwIEDW7bMu3Hj29y54vRI69q1q3JOTkZi\nIvtUU0dHtU8fRU02QRZsbGy0tbWfP38u60BEIsue1JMmTdqyZcvGjRsnTJjAvjJx4sTw8PC0tLTU\n1FThv40avb1zpyq7gYYG0dYmkyeTtm0JIcTO7udCFgBCffv2Xbdu3cKFC1evXi18kVKalZWV9l+Z\nmY2TkrTS0ojwR1+fdOpE6tQhiYlk0iSSb95gIDwe749NsAghPj6tXV1dZ8+evfN3rVqUkuxskpJC\nkpNJSsrPH0pJhw5EVZWkp3O88E5ZMjAwCA8P1xd3lh1tbe3PXbqofP1KVFQKDp3mauYeKNeUlZVr\n16797NkzT0X4FslmHiyhnTt3Tp48+d27dwYGBoSQHTt2JCQkaGtr6+jo5PvXVlvbQEeHaGn9O3d+\n5cpk7lzi50cIIe7upLx3AoHSuXLlSrt27V68eFGtWjVCyLt376pXry5smCCE8Hg8HR0dR8f3cXH6\n2tpE+NOq1c+DCgpbsmTJ9evXL1y4IOtAZCY0NLRBgwYPHjwQrlWyePHily9fpqSkJCcnp/xSq9ay\nGzf+XVlPR4fo6pLLlxWvxbnwrEuUUknXJLl5k2Rnk4MHSYcO/w6dPneObN0qcbzwRxg2bBjDMNu2\nbZN1IL8n4wRLIBC4uLi0atVqxYoVpfqgmxsxNSWzZxMHByRYUIQOHTpoamoeOnSIEJKVlfXkyRNt\nbW1h1s4vvpcbcvfirFq16vTp0+W+S3vJBgwY8OnTp2vXrrF5xrJly2JjY3V0dHR1dfX09HR1dXV1\ndfX0Kuvo2OnqEl1doq1NFHfCdqlMJ8sw5M4dMnkyuX375x1zbi5p2pQ8eMBB4fAH2L797vXr/L17\nFWCKWhlPtqSiorJixYqOHTuOHDmySmkmHi2w1j1AAcuWLatbt+7du3cbN26srq7eoEEDET9oZUXO\nniXOzpxNWFpu/Mmd3IUWLVpkb29/7NgxdubDadOmif5Z5O6EEKKsTCpV+jl0mq3BYodOA4imSpXG\n48cThuFsXjrpkXENFqtdu3Z6enr/+9//CCEMw2RkZOTvg5WZaZaUZJuaStLSSGoqSU8njRqRtWvJ\ntWskJISsX0++fCHXr8v6dwD5M2LEiKdPn965c6dUjRru7uTo0Z+5e6dOf+pVsCjnzp07f/78unXr\nZB2IjM2bN2/fvn3Pnz9XU1Mr1QdR7/5TZibJyiITJ5KEBMIwxNiYrFmDwT0gorg4YmJCIiJItWqy\nDuV35CLBCgsLa9euHSEkIyMjPT2dybcWtKamZvPmmyMi+uro/Owlo6NDuncnGzf+PD1t3kyWLuV+\nNVYoB2JiYmxtbbdu3erl5SXM1/Oj1D0mpmp6+s8e7qmppHFjcvo0cncoSXp6ur29/cSJEydNmlT4\nXUppWlpmaqpm/h7uKSmkQwfi64vcHYADZmZk48afFaDyTC7WY7l165aSktL69euNjY0L9HAvbsH5\n7t1/Phg+nAwfXnahggIxNTXt0aPH1KlTe/XqJXxR+xcdHZ06dep+//4zcdfTI+bmxN7+55yvrq6k\nSRNy65bMgpc3WN1ZSEtLa9GiRePHj3/x4kVGRkb+7u0pKSmpqamGhrXi4p4QQlRUCNsTS1eXsIun\nGRqSBQvImDFEDm5sARTVx4+K0bVR9glWcnLywoULlyxZ0l2YNAFwITMz8+LFi3379h04cCCbUWlq\nav52XfAOHX4+QO4OxWGXz1NWVraystLR0RF2b2fp6Ojr6RFdXaKlVcSiDMjdASSkKCvEyr6JcNas\nWSdOnAgPD1fF8sbAqWXLlgUGBr5+/frPXLCZW4VH7Ms2HhkSCAROTk7t27dfsmSJrGMB+OMo0GAR\nGec0UVFRa9asCQoKQnYF3Prx48eSJUv++ecfZFecMDIyCgwMZB/nn+D7D7Rv376vX79OnTpV1oEA\n/IkUaKC3jIc5zp07t379+h2ErTIAHFm8eHGVKlV69+4t60CgXMnKygoICJgxY4YBRr0ByAI7SdPU\nqSQlRdah/I4s642eP3++e/fu27dvSzo1MMB/ffz4ccOGDWfOnPltjysQUf5e7X9yD/eNGzcyDDNm\nzBhZBwLw58o/WOTtW5KeTurWLaK/o8zJ8vIzY8aMLl26iD4DJICIZs+e7eHh0bJlS1kHAuVKcnLy\n4sWL582bh3ZnAJkQLrbODhb5/JkkJJB69UjVqmTGjMRbt26x0zwVXqdcJmRWgxUXFzd48GA3NzdZ\nBQDlVUhISFBQUGhoqKwDgfJmxYoVpqam/fv3l3UgAH+iw4fJwYP/9moXDvSOjiYnT5LQ0IetWnUa\nOHCgsLeozMl+FCEAhyil27dv19fX79atm6xjgXIlOjra1tb2f//7n7e3t6xjAfiz5OXlzZqVsG6d\nyaFDpITvX0pKyvPnzxs3biwno57LNMHCXIUAoKBiY2Ozs7MtLCzQZxSgjP39998nT95ZvPhgvXoi\nbS8nyQa6AEN5ICct7lCOmZiYWFpaIrsCkLbC53MdHZ1DhwJFzK7kR5n2wYqPjx85cqTwcVnuGgCg\ntOTkPhjgD+fn51eqexs5GfVcpgkW5ioEKUHuDgBQPhQ+nytozTHmT4fyALk7SAMSd4CyV27O52Wa\nYMlJrR0AgCjKzYkeAMoeOrlDeYDcHQCgfCg353PMgwUAAADAMdRgAQAAAHAMCRYAAAAAx5BgAQAA\nAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5Bg\nAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAA\nx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRYA\nAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAM\nCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAA\nAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5Bg\nAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAA\nx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRYA\nAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAM\nCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAA\nAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRYAAAAAx5BgAQAAAHAMCRZAOeTu7l7k\nYwAAKBtIsAAAAAA4pirrAACAe/Hx8SNHjhQ+lm0wAAB/ICRYAOWQkZFRYGAg+xhNhAAAZQ9NhABQ\nOujgJT342wKUG0iwAMqha9euFfkYAADKBpoIAaB00MFLEu7u7sKUN/9jFv62AOUGEiwAKB108JIe\n/G0Byg0kWADlU25u7o8fP0xNTZWUlGQdC/wLdVQAfwglSqmsYwAA7j18+LBRo0YCgUDWgcB/lNxE\nCADlBjq5A5RPAoFARUVF1lEAAPyhkGABlE9IsGSruAkXihvgmZeXVzaBAUDZQIIFUD4xDKOsLK0v\n+IsXLw4cOCClwv9M69ev79evX3p6uqwDAQBuKHAnd3RlACiBVGuwrl27duDAgd69e0up/HKgVJ3Z\nX7x4MWPGjODgYC0tLemHBnKAYUhaWtFvKSkRHZ2yjQakQoETLAAogVQTrIyMDE1NTSkVXj4UnnCB\nUpp/RGdGRsbAgQP9/f1dXV2HDBni6+vbvn172cQKZS8hgVSoQHR109LTtX9l1Wnp6doaGkRdncTF\nyTY64IQCJ1gY7QxQAiRY8iYwMPDMmTPOzs7Ozs4uLi6WlpYmJiZz5sxp06bNhw8fTp06VfLHUWdf\n3hgbk7i4jvn+Kzu6u187fJjUqCHbuIArCpxgYUY+gOJQSm/cuKGrq/v+/fuqVatyXn5mZiYSrJIV\n7szeqlWrmJiY0NDQrVu3fv/+vUKFCnZ2dnfu3Ll58+auXbuMjY1lFyzIDGoKyjGZJVi4GwOQkufP\nn48aNerp06eOjo6Ojo6LFi0aO3Yst7VZqMESg62t7fz58wkhlNLo6OjQ0NCwsLDw8PDMzMyOHTv+\n9uO4EpdLktcU4GIqtxRyFGFmZibBcrYAhaSlpU2dOtXZ2dna2vr169c3btzYvn37okWL3NzcXr9+\nzeGOMjIyNDQ0OCzwj6KkpGRubu7t7T137tyFCxcyDDNp0qSsrKwiNxZedNkrMcvIyKgM4wUAccis\nBkvsu7EHDx48e/ZsyJAh0okLQCFRSoODgydOnKitrX3hwgXhVblnz54eHh7jxo1zcnKaN2+ev7+/\nqqqk33pKaVxcnKmpKfsUN9CSqF69urq6+qZNm7Zu3Wpvb+/o6Fi7dm226tHKygrLHJV7BWsKfvwo\nbQmo2pRfVEZatGhR5OMSMAxdv57Wq9fm+vXrUosLQPG8e0cHD/5HU1Nz8eLF2dnZwtfT09OFj48e\nPWpqalq/fv1nz56LvaOXL1/OmTPHzs5OTU2NEJKZmUnF+i4DKzY21szMbPr06fr6+osXL96+ffuE\nCRM8PDzY/ljh4eGUUgcHh5ycHFlHCr+TlUVDQor+efq0iO3j4qixcSleLx6+gHJLjjq579mzp2nT\nplWqVBG+UrkymTuX+PkRQoi7O2nQgAQGkh07Trq58WUWJYA8ycoiy5aRpUtJr169X7xob2Njw75O\nKf3f//43efLkvXv3enp6EkK6dOni5uY2caL/4MHfOnasNW0a4fFE3cvHjx+DgoIOHjz45MmTpk2b\njh07tlOnTkOHDmUYhhBiYWGxYsUKdksLCwvOf0fFNncumTevyHfo3LkDHz2qWrXqggULlJSUgoOD\nHz58yFZZUUpjYmLYObGMjIx4ov9Xgax8/UoaNyYODm/evLG3t2dfe/Pmjb2NDcnIIO/fF/4EZRil\nlJSCr6amSjtSKDuyzvD+1b17d0JIhw5P5s6lT55QhqHNm1Nf35/Zf4sWtGdP+vatrKMEkB0bG7pr\n18/HLVrQ+HharRq1saEnTvxns1evXnl6euro6Kxatapw5cepU9TcnDo50bCw3+zu61e6Zcvthg0b\nEkKcnZ2XL1/+6dMn4bt5eXlZWVkS/07lXUAADQigDNPCzY0yDPvTws2NzpmT5O9vYGDA/kmjo6PV\n1NSuXLlSuADUSSiG9+9plSq0cH3Sr9cL+vFDoKNDdXWL+LGxKbOoQarkqJP7oUOH3r1736KFw+XL\nxMmJPH9OlJVJYCCZOpWwWf6OHcTWVtZRAsiOlRU5e5Y8e/bz6bNnpEcP8uIF8fb++UpGRsasWbPq\n1KljZGT08uVLf3//wpUfHTqQ58+Jiwtp0IC8fUsqVya7d/98i+24FR9Ptmwhnp7E0pKcPFmlbdu2\nr1+/Dg0NnTJlirW1tbAcFRUVPv/fuuTilt4DoqRU5E9GRsaWLVvYP6mZmZmfn9/y5csLfxp92hQL\n2yOK9Z8eUYsXE1dX4U9qkyZfNTTijYwEVaqQ7dtJcvK/Px8/yi584JIcNRESQqpWrTJpEpk0icTE\nEHZQuaEhWbCAjBlDKCUYtAR/OPaWo08fEhRECCGursTN7d93T54kW7fGvHlz+OTJk23atCmhHH19\nsnUr8fUlX7/+TNqcnYmDAyGEBASQJUuIuTnp2ZOsXk0cHc2UlAKKKwddsEVXuCeykZFRt27dhBv4\n+/vXrFkzPDy8bt26MokQOFF42oWs7Oz71683+fiR17o16dqVECIQCIb17RudkdHL23tEYqIYHdtB\nIchXgiX0a3wSIYS4upImTcitW7KLBkBu5L/lEC5b9+kTGT+eXLxIZsyofPjwc3V1kToptmpF8vIK\nJm1mZuTmTdKgASlt7oShTCUrfN3lqaiQ2FhiYsK+aG9v7+Pjs3Llyn379rGv5OXlST7kE2QuNzfX\ny8trbU5OopVVXHZ2kyZNIiIiTkVHGxoa9l+3jkyaxMle9u3b16BBA1u08sgTuf72CqvGhw8nw4fL\nNBQAuZH/liM7m6xaRRYtIm5u5PlzUrWqEiGlGALCXr7zJ20jRogZFVZWKC2lnBxSsSIxM7vi43NZ\nT8/R0dHX17dPnz4LFy60sbGhlO7bt09FRaVXr15IsxRIwWkXPnwglGZlZfH4/Ozs7Hv37kVERBBC\nGjRoMHfuXA5n6123bt3gwYORYMkVfG8BFEbhWw5vb/LqFdm7l3TuXOo6p/xQTyxtBa+7c+cSdXXy\n7h158iTl/ftXd+4cPHjw06dPysrKDRs29Pb2zs7OPn78eFhYGLIrRaejoxPz7FmGn99jSpNr1Vq9\nerU09qKnp5ecnCyNkkFs+OoCKLBly0i1akRbW/wSuKonxsoK4qhalVSt2pmQzlOmEEISExM3b948\nZ86cpKSk06dPN2vWTBrrSIK0ZGeT0NCCL0ZFEUIqVqxIKleuXKdOlxEjyH/n4z1x8mSnOnUk37m+\nvj4SLHmjAAnWt28kJ4fkG70EAD+hP7QCmDuXzJ1b9Ov/ZWBgMG3atAMHDmRkZOjq6l6/fv3Tp0/C\nuc1ArvH5xNS06HuU2rX/ffz2LVm6dOrr12TQIPaFuomJZM8e8vAhqVaNzJwp9v719PSSkpLE/jhI\ngwIkWJcvkwULyNu3so4DQG5ERZFRo8i2bcIe0iCvAgJIQLHDMAtTUlLy9/cfPHhw9+7dv3z5Mm/e\nvJ07dxbYBmsTySMLCxIS8vvNYmPJlSvaaWnPL19mXzDKzSXJyeTlS3LxIrG2Jn36iLf/vLy8yMhI\ngUDA7bLuIAk5mgerOI6O5P17kp4u6zgA5IaFBXn3jhw6JGk5X7+S5s1JZCQXMUGRipkE6+dPURIS\nEipUqHDnzp179+7t2rXLyclp9OjRW7duDRHl+g3ybMkSMmQI+f69XkZGbYZhf/QZhlSvTpydSU4O\nOXtWjFJzc3Nnz569f//+kJAQJyens2fPUko5jx3EoAAJVvXqREWFvHgh6zgA5EmXLiQ4WNLTaFAQ\nSU4mlpacRAQceP369ezZs9evXx8ZGfnjxw8fHx8TExMejxcUFNTnV92Gqqpq0VNZgjybPp0EB5Mp\nU4ip6RN9fXLiBPsz3smJbNpEevcmhoZilPrhwwc3N7ddu3ZdunTp/fv37dq169q1q6en56NHjzj/\nDaDUZDyTvGh8fU/s3n1J1lEAyJHQ0C+mppXi4uIkKcTTM3XuXK4iAknl5ubWr1+/V69eon8EC+ko\nmFu3qL097d1b1NdLtH//fl1dXR8fnx8/fghf/Pz584ABA1RUVHr16hcRIZA8ZBCbAtRgEUJUVYNC\nQ0/JOgoAOeLkZKGmxjt58qTYJURHR9++bdy162cOowJJLFmyJCoq6p9//pF1ICDvUlPJ+PFzhgwZ\nsmzZsuDgYCMjo0uXLm3fvj0vL8/Kymrnzp1hYWF6er61aimPH08yMopYEQvKgGIkWA4ODk+fPpV1\nFAByRElJqUuXLseOHRO7hGPHjtnY2NSqZcVhVCC2sLCwhQsXbt261fC/TUUlL/KIHu7lRmJi4oeP\nH+Pi4n67ZUgIcXEh7993ffTo0YgRI9gVq+Li4qZNm1a3bt1Tp05RSh0dHQMDO5w7R+7eJYGBBZcx\nhbKhMAnWs2fPKDruAeTTuXPnS5cupaamivfx4ODgrl27Yj1BeZCVleXn5zdgwIB27drJOhaQDWVl\n5SdPnpiamjZt2nTt2qTnzwl7xStQ+SQQkCZNSNu25PDhOrVq1RJ+vHfv3u/evfP29u7Ro0eLFi0e\nPfpMCPHwIA8eEC+vnytiTZ1KUlJk8Kv9sRRgmgZCiKOjY3x8fHR0tLm5uaxjKSMYfQ2/1bhxY319\n/bNnz/bo0aO0n42Li7tx48by5culERiU1po1IRkZWStXriz8FhZ5LG++fSP37wvnwfrp+3c9PT0f\nd/fQqVNPn74YFKQ3cSKpXJl06lRwOXaGIYcPE2/vIgrW19dfvHjxqFGjFi1a27q1VcuWZNEiYmdH\natYk5L8rYkHZUIwaLAsLCwMDgz+2lbDkNgL4Y6moqPj4+IjXSnjixAkrKytnZ2fOo4LSunWLzJnT\ndNeuJzo6OoXfZRd5ZBkZGZV9eMAlW1vSsyfJzCTfvv3nh2GIrq6SklLdunVnz556757St29k1iwS\nGVmw8klVtejsSsjCwiIwcOWtW0rZ2aR2bTJmzL+THLErYn1Gr8uyohg1WEpKSmwroZeXl6xjKSPs\nbevKlSu1tLRkHQvIr86dO3fv3j0rK0tdXb1UHwwODu7SpQvaB2UuJ4csXUrGjyfNmnG27i/Ir4oV\nyfjxpFo1QoiAYVSU/1vHUaOG8KGpKRk8mAweTNzd/1P5JOJXtnZtcvIkuXGDTJtGTpzgbEUsKBXF\nSLAIIY6Ojs/+pB567G0r+xhtBFAcd3d3JSWlyZMnN27cWEdHR1tbO/+/2traRU7rnJSUdOXKldmz\nZ5d9wH+CUs20zueTKlXIwoXFboBFHsuHf4+EmjXdR4++du1aqSZcF285djc3cu8eycws3aeAKwqT\nYFlaWp49e/bx48d16tRRVlaMlk2u5E+20EQI+WVlZWlpaV2+fJnt7Z6Wllagz7umpmaBrEtHRyc+\nPl5fX79hw4ayCvsPV7kymTuX+PkRQoi7O9m6lZSy/hH+IBJWPikpEU3UjcqIYiRYR48eXbp0aeXK\nlV1dXQ0NDd3d3d3d3T09PW1tbctrGwduVUEUq1at0tfXf/r0qarqz+8ywzAZGRlspiX8N//T9PR0\nFRWV5OTkZ8+e1alTR7bxl0uFq5wppfnPVAW6LVerJosooWxx1RAheithfqdPk6Qk0rev2LsFsch4\notPfSU1NHTx4sJqa2qpVqwQCQUJCwrFjx8aOHcsOT7W0tPTz89u371BkZMEP2tjQXbt+PpbGXMf5\nJ1DGZMogEzExMdra2kePHhXjswMGDHBycsrJyeE8Kih8cnB3d/f2HuTrS2fOpJ8+0RYtaHw8bduW\nJidL5ewEcoirS4ZArLnZmzf/smGD2PsEMcl1W9uDBw+cnJwePHjw4MEDf39/ZWVlAwMDHx+f9evX\nP3/+PDo6eunSpaqqqgcOXLG0JNWrk9GjyZEjhL03KPt51Z4/f152OwMFIdURoAsXLqxdu3bnzp0J\nIdnZ2QKBQPTPrlmzJjY2dvHixdyGBEVatmxZly59LS3Jixfk3TtCMGYexPLPP2Tp0lJ/Kioq6uZN\nq5YtP0ghIiiJnDYR5uXlLVmyZMGCBSNHjly6dKmGhkbhbczMzHr37t27d29KyceP5MoVcu0aGTOG\nxMWRN29+Dm3t04cEBUklQkXveF6qfrggh96/f7958+aLFy+ybU/jxo3bsmVL4R5X+Z9qaWnp6Oj0\n6tXL2NhYX19/69atnTp18vb2dnJykvVvU64U7pZer169evX+3YDt0i5et2VQUJwMVnBxyZ49e/GQ\nIaNNTExE/9Tly5crV65sa1tZvJ2C2OQxwfr4Mbt//1bv3kWcPHmybdu2wtcjIyMjIyMbN25cYHsl\nJVKlCqlShQwdSiglz58TfX1CpHyPWLjjeV5eHve7AQUnvUR8zpw5LVu2bNGiBft07ty5w4cPL9zp\nipWSkvL161f2xfbt2xsbGxNCvLy8/Pz8Bg4c+PDhQz6fz2FsUDKMmQfxNGzIj44+tH+//sSJE0X/\n1OXLl1u1alVe+yvLM/lKsCgl+/aRMWPU+vWbHRzsVKFCBeFbQUFBI0eO9Pb2Lpxg5aek9LPfKKss\n7xGFvYw5N23atKCgoOHDh8+YMYOrMhW9Bk5RSGkE6OPHj4OCgkJCQoSvmJmZmZmZlbaclStXOjg4\nLFq0aN68eVzFBgBSoqSkNGDAgF27dk2YMEHEhIlhmMuXL//999/Sjg2KIOtOYP9KTKQ9e1JNTbpp\nE2WYf19PTk7u37+/urr6unXrBOJ18CsT7GqJ0nDz5k0lJaVFixZxWCY66ZcNKf2d27Zt26dPH06K\nunDhQsWKNUND0zgpDQCkKjo6WlVV9dGjRyJu//jxY2Vl5R8/fkg1KiiSLDu5F1jDslkz8u4dCQsj\nw4f/Owz17t27Tk5OT548efTo0bhx4347A9atW2TKFGkGXbzatWtLqWRbW1tdXd0TJ048efJESrsA\nKZHGLJHXrl27evXq/PnzOSmtdevWvr6P/fy0srM5KQ9KISKCoPoYSsXMzKxt27a7du0ScfsLFy64\nuLhgkSWZUKKyG8Ti5kZMTcns2cTBgbi7Ew8PMm0aEXYFyc0lf//9Yvp0p7Fjxy5atEjElUBu3SKt\nW5P0dFJu5iL99u1bq1atNDQ0KlWqdPr06datW0+ZMoWdv1u8AvPy8qTXmgm/Rf87JZIYH2/YsGGD\nBg3Wr1/PVUipqcTRkSxaRHr35qpIEMns2eTBA3LpkqzjAIUSHBw8ZMiQ6Oho9rKYnZ0dExPz7Rf2\ncXR0NPs0Nze3Xbt2e/bskXXUfyJZJlju7uTo0Z8D/Tp1Ivlv79+9I/36kagount3iIdHveLLKCg7\nmxgYkIgIYm5OCCHJyeTOHdKqFeHxuI6+THz58qVly5aVK1cODg7W0tJ6/fr16tWr9+zZ4+joOGXK\nlC5duhS5EEoJvn37lpSUVCPfilflgwINikxMTDYw0BP740eOHBk4cOC7d+8qVqzIYVRXrpC0NNKp\nE4dFwu89eECaNqWxsYyBQem+yPAny8nJMTU1rVq1anZ29rdv3378+EEIUVVVrVixItsXs1KlSqam\npuzj6OjocePGhYeH16xZU5KdKtA5Vo7IsHmS7ZHy6BHt14+6uf18kWHo9u1UW5t27UrFazX29KQB\nAT8f5+VRPT165ozkwRYrNTX1y5cv2dnZnJf87t07a2trb2/vzMzM/K9HR0fPmDFDX1+/atWqGzdu\nzMjIELHAjx8/VqtWLSIigvNQZU5RupRduvRyx44csXsS5ubm2tvbBwiPb06Fh0t9el4oQCCgzs6N\nDhw4IOtAQJE8efJEVVV1zJgx27dvZ1eQi4mJycvLK277Hj16eHp6Mvm7Npeeopxj5YrsEyxK6aZN\n1MaGUkp//KDdulFtbbp9OxX7YFiw4N90jVLasSOdOlWiOEsWERFBCNm+fTu3xb58+bJSpUq+vr7F\nzbWdnJy8cuVKCwsLExOT+fPn/7YP46tXrywsLLp06ZKbm8ttqPLAwcFhxC8ODg6yDqdYDEODgsT/\n+ObNmytUqJCcnMxdRP/KzaXNm1NfX/r0KaVIsMrKsGHDevbsKesoQGEwDNO8efO+ffsWt4FAIIiJ\niXn8+PHZs2dPnz5NKY2MjNTW1j548KAk+1WUc6xckaNRhBkZ1MaGNmhA376VqJxbt6iaGhVW66xc\nSevVkzy6YjEMw+PxunXrxmGZ4eHhJiYmfn5+v02GsrOzd+3aVatWLS0trQkTJnz69KnIzcLCwipU\nqNC/f/9ymV1Rhbq7Sk4Ws6IoPT29UqVKa9eu5Tae3Fz61180Pv5nMFjCpYydOnVKT09PGlXgUC7t\n27dPR0cnOjqaUvr27dtNmzYFBAQMHz7c29u7Xr16FhYWwi62xsbGHTp0YD+1bNkyc3PzlJQUsfer\nQOfYIskkfjnqCq6hQXbtIrduEVtbicqpV4+oqJD7938+9fCI/Pq1QXJysuQRFunWrVtqampHjhzx\n9va+desWlbhP28OHD93d3bt27bpjx47f9kbn8/l+fn5Pnz49ePBgWFhYtWrV+vXrV2Cw4Z07dzw8\nPHx9fXfu3Inu7TKnqyvqOk6U0oyMjG/fvr158+bhw4fTpk3j8/kjRowghCQmJjZr1uzDBw7Wvli8\nmGzfThjm51Ms4VLGPD098/Lybty4IetAQAGkpKRMmTIlICCAnfTu6dOnW7ZsCQkJEQgEderUGTBg\nwN9//3379u3Pnz9nZ2fHxcWdOnWK/eCECRN0dXUXLFgg0/DFJNUFx6SrbPK4MjZ48P8WLdrEPs7L\ny9PX12drSjl37949HR2dgICAZ8+eDRgwgMfjNWrUKDg4WOz5um7evKmrqztp0iTx2svv3r3bpUsX\nZWXltm3bXrlyhWGYixcvamlpzZw5U8IG+DKm6HdLJStQUXT+PB09mvbtS729qZsb7dnzeZUqVYyM\njHj5hmYoKytXrlzZ29ubLYFhGG9vbw8PDwlnhnvwgPJ49Pz5fwNjCVvtoQx07tx57Nixso6inH/p\nyofJkyfXqlVLvDXaL1++zOPxXrx4wXlU0sbJkSmTJk7ZJ1jfvtExY6gENZdFWLhwYfPmzYVPvb29\np0yZwuUOKKWUhoaG6uvrT506VZi7REZGTp48WUdHx97efuvWrQU6p//WxYsXNTU158yZI2Ey9Pr1\n62fPnt2+fTskJOT27dtfvnyRpDSZ4OQbNXXq1BI6fpZlJIXKpDTf8I69e+mAAXT8eDpnDl2xgu7Z\n8zUoKOjcuXN37959/vx5ZGRkSkqKQCAICwvj8XgXLlxgC/n69auBgUFgYKDYYaSmUltbOm7cz6cK\nlYGXKzt37rSyspL5LdCbN2+KfAxy4sWLvDp1hl+5ckXsEnr06OHh4SHzI620OMmNRDyTc3vCl32C\nxTC0UiX6v/9xWebt27fV1NTS09PZp6tWrXJ1deVyB5Q+e/bM2Nh47NixhQ/WxMTEJUuWsKNklyxZ\nkpiYKEqBJ0+eVFdXX7JkCbdxKihOvlGVKlVyd3e/e/eu8EgQg/QSLFr6iqK//vrL2tpa2JFi586d\nOjo6nz9/Fi+M4cNpzZr/9lZUwDy8nIiNjVVWVg4LC5N1ICC/GIZevEh79JAoN2J7u/+P28ut9Ilz\nEk5IoP370w4daPv29Pp10QspbwkWpbR/fzpkCJcFZmdna2pqCjP9sLAwFRUVERMdUbx588bU1HTo\n0KElNNBkZmZu2bLF3t5eR0dn8uTJkZGRJRQYFBTE5/PXrVvHVYQsxa3zFy/y7OzssLCw3NzciIiI\nU6dOaWtrW1tbq6qqqqio1KpVq2/fvitXrrxy5UpCQoLokcjV2JmsrKzatWuPHDmSfcowTLt27dq0\naSPGLenZs491ddOF1/SPH+mpUxxGCqXw4cMHe3t7bW3tZs2ajR49evPmzffu3UtNTS28pVTn0VDc\n08UfIi2NlngZEcny5ctF7O2e/2AbO5aKPB0Q98Q5MgcNosHBPx9//Cj6vrg94ctFgrVnT56HRzy3\n9ZatWrWaM2cO+zgvL8/AwOAURxeQ9+/fW1hY9O3bV5Tmp7y8vODg4IYNG/L5/IEDBz5//rzwNrt2\n7eLxeFu3buUkvPwU94xZOPI9e/a0b99+9uzZR44cef/+feGjJScn559//uHz+TweT19ff9CgQefP\nn8/JycnMzHz06NGWLVtGjRrVqFEjTU1NQkjlypW7dOkyf/78U6dORUVFFS6NYZioqKgiI5HQu3cS\nffzhw4c8Hk948/Dly5dKlcz3739VqkJiYmJMTExWrdrIPs3Lo82b02vX0EooAw8ePKhYsWKnTp1O\nnDixfPnyvn37Ojo68ng8ZWVlW1vb8ePvz51Lg4Pp+/dUIJDuPBqKe7oorwrk05yMNM3Ozq5Zs6Yo\nfWYkP9gkP6LEzwrq16fCnmqidVRlq0vKYQ1WVFQUIYTbCTAXLVrUrFkz4dNOnTpNnjxZ8mKZz58b\nubh069atVPMdMAxz8+bNjh07Kisrd+zY8ebNm8LjJjAwkM/n79u3T/LYCpOr2hcJvX//ftasWe3a\ntWOHz+jr67do0WLChAm7du06cuTIsGHDjIyMtLW1O3bsWKlSpYYNG37//r3IcvLy8l68eLFv377J\nkyd7enoaGhoSQkxMTNq0aTN9+vSDBw9euXJl5syZVapUWbBgAeX6+5aeTjdulLAMOn369CpVqghr\nOLZty9LXL8WtLcMwHTp0cHNzE94hLF1KTUxoTIykgUFpHTt2TFNT09/fv8DdWnZ29pMnT/bs2bNg\nQVSbNtTUlBJCraykO49GeTpdlA8FUhwJ73/i4uLi4+MppVeuXOHxeI8fP87NzS2hEUbyg03Ck2du\nbu7t27dL9xmBgD5+TCMi/lOD9eFDCZ/IzMw8derUkCFDdu/eLXnMBchFgkUprVmzpiTddQu7c+cO\nn88Xdr5ZvXq1i4uLpIVGR1M7u4/9+ok9aY1wsGHjxo2PHTu2cuVKNTW1o0ePShpYMcrrLem3b9/O\nnj27ePFiX19fW1tbU1PTunXrHj58mP3v/vHjR4sWLSpXrlxkfWEBDMN8+vTp2LFjAQEB3t7elpaW\nVlZWVatW3bRpkyQ9t4ozfTrt2ZOKNQboX5mZmTVq1Jgw4ecNA8PQVq1o+/ainn8DAwP19PSEU6aF\nhoa6uLQ8dSpLopig9NauXcvj8davXy/KxjEx9Pr1ole/4Ep5PV0orsIpztKl9MgRMUvr379/p06d\n2Mfu7u66urrCQcoqKio8Hs/ZeZyGBtXSojo6NDCQg4NNjJQ9LS3typUr8+fPb9OmjY6Ozi5hDV7x\nGIZ58+ZNYGBgypAh1NiYKivT69dpQgL186MdO9L27emNG0V+8PXr1927d9fW1tbT0+vdu/c7CRsX\niiIvCda4ceO4naszJycnJCREeF94+PBhCwuLcePGnT9/XvS1Zf4jIYHWqkVbtaKlHBtYGDvYUEND\nQ09P74w01/H5Q86Yx44d09LSGjNmjLBaMTs7e+DAgXp6ehcuXDh8+HDPnj2XLl164cKF2NjY35Z2\n8uRJHR2doUOHSj4CsYAnTyiPRy9f5qCo+/efWlhE3rz58+nHj1Rbm+7e/fsPvn79WlNTU1hjmp6e\nXqNGjREjRnAQE4gsLy9v/PjxmpqaJ06cEL64bt26Y8eOlfxBqc6j8YecLhRI4RRn/Xqqp0fFaOy5\nffu2qqrq48ePKaXPnj1TVVXdtWvX48ePQ0NDHz169ODBg3v37t29++LWLXrjBr12jX75wsHBJuIR\nFRMTc/ToUX9///r166uqqmpqanp4ePz111/nz5//+PHj/fv39+zZM3v2bH9//5kzZ547d+7Dhw95\neXmfP3/euXNn//79LSwsCCG1atV6M3cuPXaMFtfFlmHevH69bdu2AQMG2NjYVK1a1dbWduTIkRcu\nXJDeNL/ykmCdOHHC0NCQ80sa686dOwYGBj4+Pp06ddLW1tbQ0PDy8lq3bt2bN29K0cS7di1t3pym\npXEV1dq1ax0cHES55MNvhYaGmpube3l5CZeRYRhmyZIlmpqaJ0+eHD9+fPPmzdk7NgsLi44dO86Z\nMyc4OPjjx49FHgBPnjyxsrLau3cvhxEKBIL+/bcNGMDZN3nSpP+MAdy3j9avT4tpF/2JYZhGjRr1\n7NlT+FuPHTvWzs4ujbujGn4rPZ326JHTuPGohw8fsq8UmW8Vhh5yf5rCKQ7D0O7dqZNT6W7z8/Ly\nnJycRo8eTSllGMbd3b13796cR1tY4QTr7t27+/bti42Nff369bZt2wYOHGhra0sIqVixYteuXVet\nWvXgwYPCs3x9//69Vq1aLi4u8+bNc3d35/P5lpaWhJAqVaoMGTLkwIED3759K1Vg379/57xXUpHk\nJcFKSkpSVVUNCQkRvjJr1ix2qkwJSz5//ryWltaMGTPYorKzs69evTpt2jRHR0f2f2j06NGR587R\nAmN28g/y7N+fJibSf/7heLYu4FRUVJSzs7ODg0P+9YI+5hs/IhAIIiIiDh06NGPGjLZt21asWJEQ\nYmho6OHhMWnSpL179wrvY75//7506dIaNWo0bNhw1KhRnIS3YcMGIyOj7985y6fT02m7dgVf/PTp\nN5fhO3fuCAdRnjt3jsfjPXjwgKuQ4LdSUmj9+rRmzX8HNqWnp3fu3NnU1FSYbxWH0yp+UDxs/UNS\nErW1paWqdA4MDDQ2NmY7YB08eFBbW5sdwVMq0dGl/UQRHj58aGZmxvZ8rV69+uDBg3fs2PH27dsC\nF3qGYT5+/Mh2wIqJialVq5a7uzt7HxgVFVWtWrXGjRu/lWBNvczMTELIU7Z3mzTJS4JFKW3UqNHS\npUvZx1lZWf369VNXV7e3t1+9ejV7ZIjh4MGDfD5/xYoVRb4bFRW1fft2X1/frFq1KJ9PPT3pihX0\n2TPKMP/pInf0KB0yhJtRqpmZ9PPnon/Qx1hiDMN8+/atYsWK9+/fF2Xjr1+/nj59esGCBV27dq1V\nq1ZMTMzmzZtbtmypoqJStWrVKVOmeHp6Ghsb37lzR8LAvn79qqent3PnTgnLKSDf/chPSUmifjYu\nLs7MzGz+/PnchgQFFBgINm8edXf/txEjJiamfv36NWvW/CjCSPJlywq+Itk0/qBg0tNpXByllD5+\nTKtXfxUUJNK4+B8/qJfXP1u37qKUpqamWlpaijfb4rJlHAxjzMjIqF69erNmzQrP3peXlxcWFvb3\n33/37NmTbfVr2rRpSkpKrVq1PDw8hNlV7dq1vb29SzuJdwEMw6ioqIhymZCQHCVYf/31V6tWrfK/\nEhcXt3LlSltbW3V1dT8/v7t375aqQiswMJDH423btu33m+bm0tu36V9/0Xr1KCH08OH/DPLMyaH1\n65fiNykBuxK1ldU3NTVqZcX+fFNToyYmtGlTbnZRyIULF8ogVZcTDMOw/duCgoJK+9mmTZtWqVJl\n+vTpoaGh7JEmEAimT5+urq5+4MABSaLq1q2bu7u7NCZQFm9iJIZhOnfu3Lhx4/K6+Lf8KDAQbN++\nf69SL19SL6+oli29RJyY7d07OmMG/fGDUkoZhq5YQW/dkkrMe/bsEePrw0JHLunJyKDt2v3Mqrds\n2aqtrf3y5cvffmrkSOri8rP2a+bMmXZ2dllZpR7RIhDQyZPp9OmljrmAkydPenp6CscP5e/Srqur\nq6ys7OTkNHbs2P/973/sAiQMw2zbto3NrkqeS7K0dHV1JZkTX0RylGBdv35dTU2tcHcQgUBw+fLl\n7t2783i8OnXqbNy4UdjPpjgMwyxatEjMAXrfv9N37/5Tg3X4MB08uNTlFOnWLTaRKnga+vW6NEya\nNKlr165SKly2ijybJycnDxo0SE1NrXXr1iX3tSogLi6u8GZsjqWiotKjR4+VK1devHgxppR1jSdP\nnlRTU3v9+nWpPiWiEuaqycuj8fF57969e/To0cWLFw8ePBgYGLh48eKpU6d27NhRU1NTGqNmoIAC\nA8GEx9e1a9TAgPbvT7OySpF2N2hAhXWOAQG0cWOuw6U0IiLCxMREXV29SZMmhw8fLm0KjgRLejIy\naKVKmevXn6OUMgzTr1+/2rVrl9yBMjycVqxI2cbn9+9pw4Y3zp27Lt7er1+nbm5bbty4+ftNi3fw\n4EEjI6OePXvu3LkzLCxM2KV9zpw558+fTyq+Bj4yMrJGjRqS7LqAOnXqCJcdkx45SrBu3rxpYWFR\nuXLlZcuWFdn1Ozo6euHChdbW1jo6OiNGjGAHRBQmEAgmTZqkra19WZLxWvkHefr5FTswobR+JVIF\nx69KM8E6cOCAtbW1lAqXrcJn89jYWHV1dTMzs/79+0+bNq1AX6vJkyfv27fvxYsXvx1OwTDMvXv3\n/P39LS0t+Xy+u7v7wIEDmzRpoqOjQwgxNTVt3br15MmT9+zZEx4eXsIdYWpqqpWV1bx587j6lQso\ncP3+8IE6O9PKlam+PiWEGhoK2IWiDQwMqlSp4uLi0rJly+7du3t5eWlra0dz0qsCSlTkWPe9e6ma\nGg0IKHW/9XXraPXqPz/1+rXAzW3Fu3cfOYz2xYsXlSpV6tGjR0RExJQpU/T19W1sbFauXCn6MhiY\nTEuqzp+/xuPxrl+/TilNTU2tWbOmn59fcXePhV+ePVuivU+dOtXGxqaENKg4sbGx9evX9/Lyio6O\nPnbs2MiRIytXrkwI6dKly28Xrs7JyTl37pyVlZVwqXsFSuLlJcGKj4+3sbEZMWLEunXratasqaam\n1rt37xs3bhQ+dPLy8k6dOtWhQwdlZeWGDRvu3Lkz/z1Wbm7uwIEDjYyM5LTrblnVYOXl5f3zzz83\nb96klL5584YQUi6HKxY+m8fHx1+7di1//lSgr1WVKlUIIZqamg0bNhw5cuSWLVsePXokbNFnGObB\ngweTJ0+2trbm8Xjt2rXbuXNn/hYcgUDw/v37Y8eOzZs3r2vXrra2tsrKyjwez8HBoW/fvsuWLTt3\n7lx0dLTwuPX3969Ro4YYdfIiKnD9jo2lmzfTQ4fopUs0JIS+f88kJCQUziYZhmnWrJmfn5+UogKh\nAgPBGIbOn0/5fCrC/D5FiImhBgaJYWE/B4vWq1ePnQ6XE48fP65QocKAAQOEB0xqaurff/9ta2ur\no6Mzbtw4Uao8Fejip6BmzZplZmbG1qO/ePFCR0cnpHBnTEoppYWH1n39KtGus7Ky6tatW6rzRmJi\n4unTp6tUqVK/fv38lW3s5FXFrb+ZnJx8/vz5OXPmeHh4aGpqKisra2lpWVhYsO8q0DEmFwkWwzCd\nOnWqX78+O4yLYZgbN2707t2bz+fXrFlz3bp1Rd4/ffr0afbs2fm7tmRmZvr4+FhYWLx48aIs4y+F\nMkmwnjx50rBhQyMjI3ZaHYFAoKend+7cOa7Klx/ifdMSEhKuXr26atUqto6dnWTP0dGxd+/e5ubm\njRs3njdv3qVLl0RZrotSmpqaeu/evc2bN48ZM6ZZs2Z6enqEkAoVKnh6evbr109JSenmTYkq1Usm\n9lw1jx8/VlVVlbz/PpRKbi718pJoLrT27Tv4+/uzj1evXl2jRg1O+vbdv3/fwMBg1KhRhaf2zsvL\nO3HihIeHh7Kyso+Pz7Vr10rYowJd/BRUbm5uixYtPD092Ty4hB4LeXncL1757NkzdXX1w4cPF7cB\nwzCvXr3asWPH0KFDa9WqRQjR09OrXbs2IcTW1nbMmDEnT54scp3NyMjIgwcPjh071snJSUVFRUdH\np02bNvPnz7969WpaWlpKSopwpxLWkpblISoXCdaqVasMDAw+FJrP/vv378uWLatataqmpubgwYMf\nPnxYwhc7OTnZw8PDzs4u/yh9uVNcIsVRgpWenj59+nQej9e/f//8VVbu7u4LFy6UvHx5w8lXJSMj\n48GDB5s2bercubOmpqYYA5jzY6eGP3HixIIFC5ydnVVVVYs8m8iD0aNHOzs7S2nyOZCSPXv2VKpU\nif1fi46OVlFRCQ0NlbDM69ev6+joTJkypeRc7fHjxwMHDlRTU3Nyctq9e7f06mWhZNHR0RUrVgwI\nCPjtltJYvHLNmjVGRkZf89WGpaamXr16deHChe3btzcyMiKE2NnZDRgwYNOmTU+fPmWP1eTk5GfP\nnp06dWrDhg3r1q07fPjww4cPw8LCAgMD+/bta2NjQwgxNzfv2bPn+vXrw8LCSuj8J+Fp/89KsO7d\nu8fn80uYwlggEFy4cKFz586qqqouLi5btmwpfMWKjY11dXV1cnIqbQfksibNBOv8+fNVqlSxtbUt\n0PksNzfXy8urcePGZ86c+W2D95+MYZj58+cHBwdTjr6E8fHxSkpKw4YN4yY+rsXHxxsbG2/atEnW\ngUAppKSkaGpqXrp0iX3aqlWrSZMmSVLgpUs/dHV1AwICRKwJ+/btW0BAgImJCTvNx2/7Hkhj8KxC\n4+TccuXKFRUVlWHDhs39Zd68efPmzVuz5tr8+XT+fLpgAX3/XiqLVwoEgpYtW7Zo0WLv3r1jxoxx\ndnZWUVHR1NR0c3ObMWPGyZMnRe+Ows62PWLEiL1794o4FIlK/Acsy26CMk6w4uPjraysJk6cKMrG\nkZGRc+fOtbCw0NXVHT16tHDqgS9fvlSvXr158+ZidL4ra7duUVfXIibBOnJEkgQrJiaGbVGdPXt2\ngYWAQkJCXFxcTExMvL29tbW1TUxMxo0bV3Jd4B+OHR7MwUkwJYWGh+c8epT14AHz+DEND//3R26G\n723evNnIyOgHO/QfpOnjR3rxIjczV/Xs2XPgwIHs4507d5qbm4tdDXn8OFVToxs2lLpPRWZm5vbt\n2x0cHNTV1QcMGLB58+bi5oJ5+vQpzjb5cZJgZWdnm5ub16tXr0OHDu3bt2/fvn27du3atWs3bNhR\nLy/q5UXbtqWhodJavPLr169LlixZvXr13Llz161b9+jRI1Fu3Qv/4qIsF8u5P6UGi2GYjh07NmjQ\noFQrAeXm5h4/ftzLy0tZWblp06bLly+3srLq0KGDNJbm5d7Dh8Lprwr8fHR2FmNFJIFAsHXrVkND\nwyZNmhQ4WFNSUiZOnKiqqjps2DC2m3ZaWtqBAwfatWunqqpavXr1BQsW5G+WReeJ/Di4y7l4kWpr\n0zp1Cv5UqUL/O9+bDOXl5bm4uIwfP0PWgZR/CQlUTa24ZWdL5+TJk7q6uuytVHJysoaGhngz+pw9\nS/l8+s8/4kfCMMzly5fbtWunpqY2fvz4y5cvX7p06cKFC+fPnz937tyZM2dOnTq1du3a+vXrBwUF\nYdI1Fic1KJs3bzYzM/vturpSXbyytOTkEvOnJFj//BNVq5aTKFMYF+n9+/czZsywtrbu1KmTQrd8\nCQSCffv2eXh46Onp+fr67t69W8Qq1uTk5ObNm+vr62/atKlA19QTJ05YWVnVrFmzyB7WMTEx69at\nq1evHjtbLjsmQE6OfjnBwV/j4kU2kSpY1K/X5cT9++8NDQXFjOYBLvXqlTNjxnvJy8nOzvbw8Hjz\n5g371N3dvUGDBtOnT//f//73+vXrEmqzCnR5dnWlO3ZIHg7NyckJCgo6ePBgkTVVkZGRM2bMMDAw\nsLGxWbNmjYhjR8oxyc8t2dnZ1tbWa9as4Symkn3/To8fp8ePz6xdm33w7+PSjJL5A6fwkFmCdecO\n5fHo8eOSVh03atRo/fr1nIQkK4sWLTIxMfn48ePp06dHjhxpZWWlrKzcqFGjhQsXhoeHl1C7zjDM\nsmXLCqxzGRUV1bVrV3V19fnz5/+2F+qrV6/++usvdpryP/DoL8Gfk2BRSgcMoE2bYi1hqQsOPqav\nry/hKh8FHDhwgMfjDRgwoFOnTlZWVoQQLS2txo0bjxo1ateu8w8f/meJrwJdns+f5zAQGhERsXjx\n4uLeTU1NXbduXeXKlfX19adNmybhUBKFJvm5ZfPmzaampr+tvuLMhQu0QgXaqdMtIyPaqRP7c8vI\niDZqRFu3Fr2YP/AeXjYJVmIitbKiknXN/MnV1TUwMJCDgmTkwYMHPB7v9OnTwlcYhnny5MmiRYsa\nN26srKxsaWk5cuTI06dP//brxM59paurm//uVhRsDvcHHv3S9SuRKpi5yl+C9e0bXbCAYkyYtGVl\nZRkaGh45coSrAi9cuMDn8/Ovcfnjx48rV66sXLmyX79+3bsfU1WlKiq0Vi3aty+NieGyy3Ph00Vc\nXJyKisqiRYuuXr1669at+/fvh4SEDB48eO/evcIWhtzc3EOHDjVo0IAd6RweHi5REIrmW+GZqUqP\nrb5avXq15EWJ6sIFNpEqeCr79bqI/sBLjGwSrHv3aKNGlJNmvTp16oi02qBcSk1NtbW1HTt2bHEb\nxMbG7t6929fXV09PT1NTs0OHDoGBgWwv7AKEc1/t3LlTvC6lf+DRL12KU4NFKRVx2VMcJBIaOXKk\nj48PJ0U9fPhQW1t76dKlJWyTkUEfPaJbt9LRo+nr11x2eS58JLx7905LS0tJSUlbW1tdXV1FRYUQ\n0rp1a2NjY0tLy+XLlwsHITEMc+vWLR8fH2Vl5VatWp07d664U1Y5O944SbDY6qsy7XP8K5Eq+N9R\nygTrD6RMykTlymT37p+P3d1JYiL53/8Ij8dBybm5uTxOCpKFiRMn8vn8ZcuWFbdBhQoV+vfvHxQU\nFBcXd/r0aXt7+7Vr11pZWTk5Of3111/3798XCAQZGRkzZsxwdXW1s7N79erVgAEDlJSUxAjm2rVr\nRT6GP4Gra8EvKUhDnz59zp49Gx8fL2E5b9++bd++/dChQ6dOnVrCZhoaxNWVDBlC/vmH2Nv/fNHV\nlTRpQj5/liiA+Pj4kb+wv07VqlVTUlJ8fHyqVasWHx+fl5cnEAjOnj37+fPnGTNmbNu2zdLSctKk\nSZ8/f1ZSUmratOmxY8devXpVrVq1Ll261KlTZ+fOndnZ2RLFJDvu+b4w7sV/eRiGkXBHOTlk2za/\nefNOaGpqSlgUlAUJEzQR7zAKtP1zkcf/VK1aNbYLkcI5cuSImpqaGJXkb968Wb16taenJ4/HMzEx\nsbW1LTz3FchecTVVclmDRUWbkxAd9STEMEyVKlUk7NUQHR1duXLl3r17F551vcwUPvO/ffu2QoUK\nFStW5PF4heul8vLyjh071qxZM1VV1Z49ez569Ej4Vmxs7Lx589iJtfr06TNhwoTJkyezS80qyvEm\n4nVw3759wsfHjx8XY0dfv9J9+2hZj5gvrqYKNVi/o1o2aZyyMgkMJH36kKAgQggxNeWsZAWtwYqL\ni9u9e/eSJUvq1KlT2s/a2dnZ2dlNnDgxOTl5x44dkydP/vTpk6WlpTTiBImkppInTwq++P69LEL5\nvQJf0tOnycGDJD6eGBntu3cvoEuXLitWrDAyMgoMDGS3L+FOHYqjpKTUt2/fffv2jRgxQrwSkpOT\nvby8bG1td+7cqaxcRk0QoqhUqdKePXvy8vJSUlJu377Nrvs5ceLEPn36qKmpqaio+Pj4+Pj4PHjw\nYPXq1Q0bNmzatOmkSZPat29foUKFOXPmTJ06dcOGDdOmTWvevHnFihVTU1MJIYpyvLH1ecLHxW22\nbdu2Pn36sI/Xrl3bqVOn0u6oUiXSsiVB7ZWikDTBKnxg3bt379ChQwzDqKouyMjQZRhSuzYhhBga\nkgULyJgxhFIJ9/kfCppgVahQ4cCBAxJW8+rp6U2YMGHlypW3b9/u1asXV7EBN7S1SWYm8fMr4q2G\nDcs8GpHk/5JmZpIKFUj16sTCwtXbW5w7AShSnz595s+fv3v37h49eqirq5fqs1lZWT4+Pnw+/8iR\nI3w+X0oRiqJwjwItLa22bduyr/Tu3Xv+/PmbNm2aOXPmrFmzxowZM2LECHYRlQYNGgQFBX38+HH9\n+vW9e/e2trYOCQlRV1dXV1efNGmSQCBYsmTJo0ePqlWrJpPfSzyFE8Fv376pqqoaGxvn77AhXjeM\nypXJ3Lk/TyTu7uTKFa6iBumTsAascNXopUuX+vbt279//5EjE4cMocOH040bpTjdWYUKFc6ePctl\nidJR+A/FVfX+oEGDSrW8OUCR5GpOQtmSat9qduE/LS0tbW3tzp07b9u2TcS+z3l5eV27drWzs/v+\n/buEMXz9SuPjy2JajszMzG3bttWsWVNTU3P06NERERH5301ISGBXpsrIyGCn72IYxtfX18HBQbGm\nNix8wGzZsoUQYmBg0LBhw/79+ycmJopduDTWEyydCxdo3brCGbD+/QkIQBNhycqoD5b0tGlz+upV\neVl4pATS+0MFBQWZmprKsDcGQDkjvW9rVlZWjRo1/P39s7KyLl68OG7cuMqVKxNCGjRoMH/+/MeP\nHxc3no5hmBEjRpiZmeVffUFs799/PXnyZJmtYCMQCM6cOePp6amsrNylS5fbt28X2HXbtm3/+usv\n9nFqamrt2rVv3bpVNrFJiUAgeP/+/dmzZ9euXTtq1Kjo6Gixi5LGeoKlExYmnP6q4I8IC07/yZQo\nty12ovnyhVhZcVOUlhY5e5a4uXFTmvQ4Ojo2adKEfXznzp2nT59yVXJCQoKJicmjR4+cnJy4KhPg\nTya9b+vChQu3bt364sULbW1t9hVK6cuXL0+fPn369Ol79+5VqlSJXV3Ow8NDQ0ND+MF58+atWbPm\nxo0bCt1W+/jx4zVr1hw8eNDFxcXf379z586qqqqEkBs3brRu3TooKMjHx4cQEhERER4e3r17dxmH\ny6nIyMirV69aWVl9/PixQoUKxsbGb9++bdu2bcWKFYXbZGRkfPny5etX3vv3Vb98IZ8/Ez6ffPhA\nrl0jISFk/Xry5Qu5fl12vwOUlkzSulOn6LNn3BTF45Vqsn6ZkWpVX79+/RR3MjAAeSOlb+vbt2/V\n1dXZ4WNFzhscFxe3Z88e4bx33t7eW7Zs+fr1a2BgoLq6+rVr17iKhMq08SEyMnLq1Kl6enpVqlRZ\nsWLFpUuXrl+/Pm7cOC0trSNHjoSHhz979iw4OLhnz54hISFlGZhURUZGEkKioqI+f/48efJkHR0d\nDQ2N2rVr+/v7d+3a1dXV1cTEhL0ot2w5qm5d2qkTHTeO7tmDtnsFJpsarMePSZ8+5OFD8usuTkyU\nEmVl8ugRcXXlKDKpcXd3F/ZqzP8YQB58+kQ2biTTphEjI1mHIgek8W2llLZp00ZLS+vYsWMMw1hZ\nWVlbW3fo0KFDhw61a9cuMHddTk7OrVu32MWS3717Z2xsvGnTpq5du0oehpDMz0gpKSnbt28XCAQD\nBw4s/O7169e7detWrVq1pk2bTpw40dHRsYzD4xyldMiQIePGjWPrIJOTkwcNGvTw4cMmTZpYW1uz\nxwNLV1dX1sECN2STYGVkkAYNSN26ZM8eIsakmJSS9HSirU0EArJ8ORk0iOSrZAWAUps2jTx6RK5e\nlXUc5df+/ftHjBjx8uVLS0tLSunTp0/ZZsGHDx9aWVmxmVaLFi3U1NTyf4pSunXr1lmzZsXFxXEb\nj/SaQUslJibGtKhpe/Ly8tLS0kJDQ9evX3/69OmWLVv6+/u3bt1avFmU5dPIkSNTUlL2799fqk8l\nJxM9PSlFBFyTVdXZy5dUW5vZu/ejKBszDH33jh4+TGfOpF5e1NSUrl0r5fgUisyHGoBCy8mhpqZ0\nzx5Zx1F+JSTQ5s2nFrl+XExMzI4dO7p06aKtra2trd2lS5ft27fHxMQIN7h//76Kigrno1jk6qRR\ncjCvX78eMWKEhoaGo6Pjzp072fGGchV/yYoMlWGYypUr519HUkTPn3OzyhyUAZnNU1ejBtmx4+HQ\noTXCw8MLv5uXl/f8+fO9e/f6+/u3atXRyIhWq0YmTCBPn5J69cjGjcTPDyt7AHDjwoWLjo4zu3SR\ndRzl14wZJD196dix4wq/VbFixYEDBx49evTHjx9HjhypVKnS/PnzTU1NGzZsyNZtGBkZCQSClJSU\nMo9aXtjb2wcGBn7+/LlLly7Tpk07cOCArCPiQE5OTvfu3Vu1alWqT+XmksuXyYYNUgoKOFZGM7kX\nqXv3Bpcv9/f19Q0JCRG2Ok+aNImtr87MzKxataqzs7O7e6PJk3Pq1lUr0A5oZUXOniXOzsTBQQbB\nyxUR5xEGKNKOHZtsbCpoack6DrkUHx+vrKxsYGAgQQnk/XsSGKikqqpSwmZqampt2rRp06bN+vXr\nnz9/fvr0aXa9ZENDQ0JIQkKCvr6+2DEUJldrj4pyBqtQoUJAQMDUqVM/ffok4kfkRJGhqqmpubq6\nmpubl6ooHo/o6tJ9+4717t1U2Cm+SDLvYweEyK6JkJWRkVG3bl1fX1/htCgBAQGrV6++du3ab2dm\nk/3sIHJDgWrLQd58//6dx+PdvXtX1oHIqfv379epU+fHjx+SFCJJ86tAIFBWVn748KEkAcg5Mc5g\nCnTS4zbUvDxBgwYNhg0bVpY7BfHIsgaLEKKhoXHo0CFXV9eNGzeOHj2aEDJ37tySP5KbS169+vlY\nSsvvAPw59u3bV61atYbyunqPjN240SAqKnzKFHL+fMG3mjcnxS8AWmB5kzNnxA+BrT9LSEgQvwgo\nR1RUlNetW9e0adPhw4c7OzsX3iAnJ4fP5ytQDV85JptRhAUcOnSof//+t27dqlevXuF3MzMzX7yI\nCgmxDQ8nYWHk2TOSlUU2biSHDhG21nPzZrJ0Kfn4sazDBlB0lFIfH58mTZpMnTpV1rHIpS5dSHx8\nEYnUjRtk/XrSuXNxn3NzI6amZPZs4uBA3N2JhO0zdnZ28+bNw3qj5YwkLXcDBgx4//79zZs3Cw+r\nZBMsNBHKAxnXYLF8fX1v3brVo0eP0NBQAwOD5OTk8PDwsLAw9t/Xr18bGtqZmj53dlbq04c4O5M6\ndYiuLvmVnZPhw8nw4TL9BQAUk5KSkq2tbb9+/WQdiPz6Kz5+wY0b7ON/L1S/GxGgrEwCA0mfPiQo\niIMYXF2nZmZW5aAgKC+WLFlib29/8OBBpN3yTC4SLELIypUrb9++3bZt2/j4+Pfv37Mjcp2dnceO\nHevs7Fy7dm119fIz/QmArBS+r61evbqZmZlso1JQ2dnZMTEx3759+/bNNTpaNSaGfPtGoqPJiBGE\ncNqBITl5SFSU5PGCvHj79u2aNWskabkzMzObPXv2tGnTvL29tbS0cnJy3r17Z25urvdrjiy5GsTw\nx5KXBEtNTa1x48b3798PCAhwdna2t7dn16gCADGI3kBQv379sgpKIbEr9bKPt27dSgh5+/btlytX\n9ly+vDc1lRDC4/Fq1frE51cyMyNmZqRBA2Jv//Ozrq6kSRNy65akMRgaEnTBKk/s7OwCAwPdJZte\naPz48Rs3bnRxcaGUfvjwIS8v78WLF3qYhFSeyEsSk5eXd+zYsSVLlqC1AkAaGIZRVlYu3PVVW8L1\nqso7MzMzUqlS/ld0dHRsq1Wb0L79pK5dzczMjI2NlZULTigoTGjZDgwxMaSo6cpF5e9PcnLE/zjI\nj3bt2p09e5aTor58+ZKYmJiVleXo6Hjx4kVnZ2c2u+Lz+ZyUD5KT2USjBZw/fz4tLa1bt26yDgSg\nPGATKRabSIWFhRFCjIyMAn8xMjIihGzduvXu3bsyDlde3cpX+ySsbzAzM7O2tnZ2cqpTp46JiUnh\n7Kqw5cvJly+l3ntUFPn2jRBCnJxIgwal/jjIofzZlSQtd+np6V27dvXy8nr58mVeXl7+elaQH/KS\nYO3atcvX11cLcx0CcKFwIlWjRo0it2zatGnbtm1vSd6OBcWztiatWpHv33+/JaXk5UuyeDFp0IBY\nWpKwMCxZAQVRSg8cOKCsrLxt27aqVaveuXOnfv36DRo0SEpKknVo8B9y0UT448ePU6dOXblyRdaB\nAJRb7N1L4a6v7dq1mzhxopeX16lTpyTsFFL+ZOfkXAkI+LxhAyGkwfv3RLgub2RkqcoZOZKcPEna\ntCFXr2YbGqoV3oBhmAcPHpw6deH48YBXr5QaNiSdO5Pdu0n16mT5cixZAf+hpKQ0dOjQFi1asO37\nmpqau3btql+/fmhoaO3atVVUVIyNjWUdIxAiJzVY+/fvt7GxES7tDgASEn0MkZKS0rx586ZOndqh\nQ4fLly9LPzQZ8/f3L/JxkV5XqODp6DjI1HSQqalndjY5d+7nj709sbAQfad8Pjl+nNSps61jR4+0\ntDTh69nZ2efPnx8xYoSFhYWbm1tY2P0pU5K+fiX37pHp00n16oT8mvFh6lTyB69G+KfLf+cjfGxr\nayt8UUlJqV69ehMnTqxRo0b//v1zc3PLOkQokmwnkmc5OTktWrRI1lEA/NEWL16srq5+7tw5WQci\nR7hdbyQ+Pt7BwaFVq1ZZWVnsKz169NDR0enRo8eBAwcKLw7GMDQu7uc6YI8e0X79qJubhCGAQsp/\n7HXv3r3Au1FRUUOHDlVVVR06dOjt27etrKx8fHyExxjIkOxncg8PD3d1df306ZNFae4IAYBzK1eu\n/Ouvv44cOdK+fXtZxyIVRc5ecfbs2bdv32ZnZ2dlZQn/9fb2btOmDecBfPv2rXnz5o6OjkFBQaqq\nql+/fjUyMlJXV8+/TV4euX2bnDhBjh8nM2eSAwewZMWfztHRkW3h6du3b5FNPSdOnLCxsalTpw4h\n5PPnzy1btqxWrdrx48fV1Ipoj4YyI/s+WFWrVo2Li5NksXoA4MTkyZNVVVW7du0aFBTUqVOn0n04\nMZFMmEASEgilxMiIrFtH9PWlEiXXLl26FBISoq6urq6urqamxj6Q0jx8ZmZmly5datas2ZAhQ3bs\n2GFubi58KyMj49KlS8ePH3/x4u9nz7RbtyZz5pCePcnQoT83wJIVfyx2zEoJG3h7ewvXzLG2tr5x\n40bLli3fvHnj6OhYJgFC0WRfgwUAcmXDhg3+/v4HDhzo2rVrKT42eDDp0OHn8nzBweTcObJ1q5Qi\nFJuwJoAQcufOnadPnxbeJjc3NyMjIyYmxl44YSjXXr165ebm1rNnz3Xr1iUkJJw5c+b48eMXLlxQ\nU1Pr2LFj9+6zW7SwxfRkIFRgrmBRphGOjY2NiopydnbGooQyJLMaLPyvA8in0aNH83i83r1779mz\np0ePHkTEb+vz52TTpp+PO3Yky5aVUbilkb8mQNhZeOTIkefPn8/IyMjMzMzMzMzLyyOEdO3atW3b\ntmlpab169apYsSK3YdSoUeP8+fMtWrS4ffv2s2fPzMzMfHx8Tp482bx5cx6Px+2+oBwQ4/poYmKC\ndiGZk30TIQDIm2HDhqmqqvbv379Zs2aV/juPOYthGObtW9WQEBISQh49InfukNq1yenTP2uwTpxQ\noEkFunfv7unpqampqZHP9evXp02b5urq+vnz5zVr1nC+U2dn53bt2n3//v3evXsuLi7C9h2A3yq8\nHkOR2GRdxI1BGmTWRChKXT0AyNCePXsqVqzYpk2bwt/W+fPnDz91qmJ8PKlXj7i6kilTSGIimTiR\nJCQQhiHGxmTNGqLIN9BZWVlmZmaDBg3av39/VFSUNLpk2dnZTZs2bfDgwZyXDOVbqdp/0FgkQzKr\nwSqyrh4A5Ef//v3Z9TcKf1t79OihPnIkqVDh360NDMiuXf/5/PfvhOvGtTKjrq7erVu3T58+ZWRk\nXLx4sV27dtyW/+XLl4iICE9PT26LBQD5IRcTjQKAfCqyfZAQYm9vr5c/uypKrIJXSw8ZMqRLly5n\nzpzR0dHhvPCrV69WqVLFxsaG85Kh3BN9GuHSbgzcwihCAChWZmamhoaGeJ8NffTIpV49xW2hYBhG\nlIWcxdO/f391dfUtW7ZIqXwAkDnUYAFAsb59+yb2Z51dXTmMpOyx2VWRq5RIiFJ69epVdI0AKN8w\nihAAivXt27cqVaqI91l2ZJyiD2K6cOFCkY8l8fXrV0dHR2nMFA8A8gNNhABQtOfPn8+YMWPPnj2S\nTKijuE2EAACSQBMhABTt4MGDqampf/h0hdw2EUqjwREA5BMSLAAoAqX0wIEDvXr1krAcDGICgD8T\n+mABQBFyc3Pv3r1rYmIi60BkjNs+ZIreIw0ARIcECwCKwOfzTU1NZR2F7HE7JTImWAb4c6CJEAD+\nhU5CAACcQIIFAFAsbvuQoUcawJ8DTYQA8C90EgIA4AQSLAD4FzoJAQBwAk2EAAAAABzDTO4AAAAA\nHEMNFgAAAADHkGABAAAAcAwJFgAAAADHkGABAAAAcAwJFgAAAADHkGABAAAAcAwJFgAAAADHkGAB\nAAAAcAwJFgAAAADHkGABAAAAcAwJFgAAAADHkGABAAAAcAwJFgAAAADHkGABAAAAcAwJFgAAAADH\nkGABAAAAcAwJFgAAAADHkGABAAAAcAwJFgAAAADHkGABAAAAcAwJFgAAAADHkGABAAAAcAwJFgAA\nAADHkGABAAAAcAwJFgAAAADHkGABAAAAcAwJFgAAAADHkGABAAAAcAwJFgAAAADHkGABAAAAcAwJ\nFgAAAADHkGABAAAAcAwJFgAAAADHkGABAAAAcAwJFgAAAADHkGABAAAAcAwJFgAAAADHkGABAAAA\ncAwJFgAAAADHkGABAAAAcAwJFgAAAADHkGABAAAAcAwJFgAAAADHkGABAAAAcAwJFgAAAADHkGAB\nAAAAcAwJFgAAAADHkGABAAAAcAwJFgAAAADHkGABAAAAcAwJFgAAAADHkGABAAAAcAwJFgAAAADH\nkGABAAAAcAwJFgAAAADHkGABAAAAcAwJFgAAAADHkGABAAAAcAwJFgAAAADHkGABAAAAcAwJFgAA\nAADHkGABAAAAcAwJFgAAAADHkGABAAAAcAwJFgAAAADHkGABAAAAcAwJFgAAAADHkGABAAAAcAwJ\nFgAAAADHkGABAAAAcAwJFgAAAADHkGABAAAAcAwJFgAAAADHkGABAAAAcAwJFgAAAADHkGABAAAA\ncAwJFgAAAADHkGABAAAAcAwJFgAAAADHkGABAJSau7t7kY8BAFhIsAAAAAA4pirrAAAAFE98fPzI\nkSOFj2UbDADIISRYAAClZmRkFBgYyD5GEyEAFIYmQgAAAACOKVFKZR0DAAAAQLmCGiwAAAAAjiHB\nAgAAAOAYEiwAgNKhlF66dOnTp0+yDgQA5BcSLACA0rlx44a3t7e+vr6sAwEA+YUECwCgdPbt29ex\nY0ckWABQAiRY8gIrbwAohMzMzCNHjvTr10/WgQCAXEOCBQBQCidPnuTz+W3btpV1IAAg1zCTu7zA\nyht/And392vXrhV+DApk7969PXv25PF4sg4EAOQaEix5gZU3AORByUnw9+/fL1y4cOfOHVmEBgCK\nBAkWQNlBPaWiO3jwYNWqVevVqyfrQABA3iHBkhf5b5TZxwKBIDc3V11dXcQS0Pwk/1BPKf8KJ8G5\nubmxsbGpqamJiYmbN2/u27evkpKSTGMEAAWABEt+MQzTrFmzI0cuWVvryzoWgD9F4ST40qVL7du3\nZ1/R1dUNCwvLzMzU0NCQWYgAoAiQYMkvVVXV+vV7urjoBQeT5s1/vz2an+Rf4XpKkH98Pl9dXb1t\n27Y9e/a0s7Pr1auXm5tbcHCwhYWFrEMDAPmlRCmVdQxQLIYhS5eSXbtIbi6ZO5f4+RFCiLs7EV6a\nc3JyQ0Ieffr0qXfv3mgiBJCG6OhoHR0dHR0d9mlSUlKvXr2ePHkSHBzcsGFD2camYBITyYQJJCGB\nUEqMjMi6dQSTtUL5hXmw5JqyMpk5k2zbRqysyNmz5Nmzn69nZ5M1a0jHjqRBg1fu7u7h4eGyjFLx\nYZZXKEGlSpWE2RUhRF9f//Tp03369HF3d9+9e7cMA1M8kycTHx9y6hQ5fZp06kSmTJF1QABShATr\n/+zdd1QTSxcA8KEk9N6lF5XeREABFUVRigp2RbErij47diyf+uy9F0TFhgWkKDawNxREkCJIEUTp\nvaTsfH+sLy8PEEOyKcD8jseTLMnsDSSbu7MzdzqBAQOAsDA4fhysWgVqagAAoKgIhIUBU1OwY4d5\nRUXFrl27ALr81HmkpKRMnz6d31Eg7BMREdm9e/fJkyfnz5+/YsUKGo3G74g6idRU4OX167a3N0hJ\n4Ws0CMJdaAxWp6GoCLZuBYGBAEKgqwsSE/HNwgBI8TewLoDHw9cglPzyhd7cjImJoTOcTmzatGm9\nevXy9fVNTU29cvmygqIivyMSeObmIDoa+PgAAEBkJLCwAO/fgz59+B0WgnAFOr53JnZ2wMkJ5OcD\nERF+h9K14BPHcEpKStzfndGHDxcrK9Gnr9NzdHR89+6drrCwlIcHyMjgdzgCb88eEBkJRo4EXl4g\nOhrs3g1OnwZ0Or/DQhCuQIPcEQSVEEM409gI5s0Dd+6AK1fAiBH8jqZTGTcOuLuD2bP5HQeCEA8l\nWAiCIByDEOzZA9atA/v2gcBAfkfTeURGgoAAkJkJmKYRIEjXgC5SIAhP6esDxswzNGGx6xASAitX\ngogIsG8fqKwE/v7A2xt4eQF/f1BVxe/gBJinJ5CVBbt38zsOBCEeSrA6jcWLwePH/A4C4ViLihuE\nQV/qgsDDA8TFoWIE7YEQnDkD7t//dVdUFOzcCfbuBYWFfA0LQYiHEqzOoaoKHD4MVFX5HUdXd+fO\nnd1cPpluUXGDMOhLXUD07ImKEbRHSAgYGgIvL5CV9WvLyJGZEzZs2YGmtCNdDUqwOocPH4CUFDAx\n4XccXZ2RkdGqVasKCgq4uhfmihsEzKD6/Bls2oS+1AUIXowAhxcjQJi5uoIRI8Dq1b/uCgnVB67e\nclL9/Xu+RoUgREMJVueQmZnl5VWOqjNwm6mpqZWV1bVr17jUPqPXilFxo7ISbN8OmprYai49HUye\nDCwtAYWCvtQFSOtiBEgLu3Y1pWV/fFqN37O1BX5+YMUK0G3nXKHFJLoklGB1DvHx6zU1t/M7im5h\n4sSJV69e5UbLaWlg6NB/15GcNw/k5gJpaXDqFDA1BTdvduDbJSc9HU6eDCwsQEMDePsWbN+OvtQF\niIICOH8e3LkDoqPB+fNAQYHfAQme3r2D3D/OWiaHYb82nDwJ/v4bVFbyNSqOoTwJYYYSrM7h3bt3\nfVC9Y56YOHHihw8fMjMziW32+nXg6AgcHFpuFxcH6elgxgzg7w8GDwZJSX9IsjIzM/38/HpbWBTJ\nyIA3b0BEBLC1BQB9qSOdzIaNQjk54M2bX3fFxICDA+i2xfDxxSRwPFhMAgE8yYZRgtUJlJaW5uXl\n9e3bl9+BdAt6enr9+/e/cuUKUQ3SaGDVKjBtGti9Gxw82MYDJCTAhg0gIwNoaYHlyx/Mnz+/pKSk\n9cOysrKmTZtmZmZWXV39+vVrrZMn0RojSOelrAzWrQO3brXxI8a17k6H7TyJx4tJILyBEqxOIDEx\nUV5e3tDQkN+BdBf4VUJCavCWlJTMnx99+TKIjwfz5wMhod8+UksLXLwItm2TTU5O7tWr1969eykU\nCv6jL1+++Pv7m5qaVlRUvHr1Kioqys7O7t9nlpeDU6c4DxUhUkUFeP26+w4pYs2iRUBEpGVluEuX\nwLVr4NIlvkbGLrbzJFu8HxrhIV70GsLOYNCgQa1vM2/s2jZv3uzm5sbvKLqR4uJiERGRZ8+ecdjO\nmzdvtLW1XVwGFBc3sP4sOp1+4cIFTU3NXr16RUVFff/+nUwme3h4vHnzpsUjK8rKsLVroYwMnDQJ\n1tZCDOMwYIQw69bBESP4HUQn8PYtHDAAjh8PU1IghBA/qB8+zN+gOqzNbyXefEPxfo9dBg9+dagH\nqxN4//79f3osEC4TERExNDQcOHCgtbV1QEDA+fPnMzIyMMZwXNacPn16wIABY8eOffToobq6BOtP\nFBYWnjp1akZGxoQJE8aPHz9jxozIyMiYmBh7e3vGYyoqKjZs2KBnYFCQkQFCQsClS0Baur3+MYTH\nXrwA/fvzOwj28Wywtp1dG5Xh8KWGGhtBbCx49w7k5wNaA+W3TbQusRsTA2JjuRdzO5iXMW1/SVM0\nHL476By13fCuPMZtAACFQukmIwEhhO/evZs2bRq/A+kumpubfX191dTUQkNDP3z48Pr16+3bt3/5\n8kVRUdHBwcHR0dHR0dHBwUFOTu53LTQ1NS1evDgsLCwkJGTSpEnshSEtLb1ly5aZM2cGBQWNHDny\n/fv3FhYWAIDKysr9+/cfPHhQV1f37Nmz2r6+QBidJgkYKhW8fQs2buR3HJ0AflLAXBmOob4eTJ8O\nyssBhoGGXn1Fi3KAqipQUfn1P/5v7txfJXZ9fAAA4NYtsHIlOH2ax6+ivLz806dPFm3VRsnOzjYy\nMuLqrlt8OQqKHz/A7woKqqkBXV3eRtMG1rNhtnWOBAu/sI3fxpN9MpncHUYCQghfvHhRXFyMerB4\nA0I4b96879+/v3nzRllZ2dHRccGCBQCA0tLSN2/evHnz5unTp3v27KmvrzcxMenXrx+ecpmamgr/\nk+V8+/Zt7Nix+GApS0tLDuPR09O7du2ao6Pj7du3tbS0Dh48eODAAW1t7TNnzowZM0YYpVYC6evH\nj+9tbMYx9Th2Orz/2sYrwz179u8WZWVQUgLodFBRAURLroPSYlBSAkpLf/3LzQVv34LJk0FqKjhx\n4tdzvL3Bzp08iLYFJSWlNrMrAMCVK1dcXFwGDRrUYjtRv+HWX46C4soVsHMnnkilp6eb/FMm+8fH\nj+oLFoB9+/gaHI90jgSrW4EQZmVlPXny5OnTpwkJCUVFRT169Ni+ffuhQ4fExMT4HV0Xt2vXroiI\niJcvXyorKzNvV1FR8fLy8vLyAgDQ6fS0tLTXr1+/fv1637596enpcnJy9vb2/fr1U1RU3LZtm729\n/b179xQIKpRApVJTU1PXrFljZGSkrq5+8uTJcePGodRKkEU8fXqNSh0nJcXvQNjHy69t5spw8+a1\n/KmICFBRAUClNwC9234+XmIX78ESgBK7UVFR3t7ejLtGRkbe3t737t1zcnJifpjgJkYEmjwZT6QW\nuLoyuohuGBkF8jUonuLGwK6uIT8/n9gG9fTg+fO/brcYUYdhMC2NfuzY8YkTJ2poaAAATExMAgIC\nrly58v3796SkJENDQ3t7e8JDQpjdvn2bRCLdvXuXseXhw4c/fvxo/1nl5eV3794NDg52d3c3NjYe\nP348nU7Hf3TgwIHXr19zGFViYqKIiEhNTc2LFy9oNBqHrSE8MGbMmKVLl/I7Co50pqHTFRXQ3x96\ne0NPT+jvDysq+B0QhBBi/8w4wTBs3bp1srKy+KEgNzc3Pj4edq7fMHv27YP/fAosLCzm/2OnhgYU\nmE9HTk7OuXPnuNc+SrB+i/BspsVkGQyDqanwyBE4fjxUU4MAQFfXmQsXLrx27VpxcXGL51ZUVHh7\neysrK9+/f5/YqBDchw8fpKSkDh06xNjy/v17KSmpDn38Vq1aNWTIEMbd8ePHz5w5k8PADh48aGtr\ny2EjCM9gGKaurh4eHs7vQDoHCoXfEXDH06dPGSdaGIZVVFTk5+cXFBTk5eVVCEYKyHVMCRZzBnnY\n0JDtBKudTgpWtE5qX7x4ce3aNfaCYQXxFxo66eSI1mHTCViG9z9aTJb5+hWYm4NTp4CaGjh6FJSU\ngMePzx45cmT8+PHq6uotnqugoBAREfHXX395enpu27atozPakPYVFxePGjXK398/MPBX7/X3799H\njhw5c+bMGTNmsN7OlClT4uPjCwsL8bt+fn43btxobGzkJLaXL1/25/J8tE76mRVMOTk5P378aHE9\nCPmdU6fAzp2guZnfcRAtJydn0aJF+IFaSEhIQUFBR0dHW1tbV1eXqMED3ZCODoiNBZ8+sfRg5kMZ\n42psC01NTdbW1kSE1jY0kuO3RLiwtDLzZBk1NVBaCj5+BIcOgTFjgIpKywdjGPbx48e7d+/id4WF\nhdevXx8VFbV//34fH5+qqirCw+ueGhsbR48ebWxsfODAASEhIQBAQ0PDqFGjLCws9nVwJKalpaWF\nhUVYWBh+193dnUwm37lzh+3Y8HMsbidYCIFevHhhaGiIX+jnqi6QFqekgGXLgLU16HqDS11cXK5d\nu8bIsQA3/0Z4ZwmXGicE8xy9wIUL2W6ndUWPDmldWRSvyMN2PH9E/CB37k0/8ff3T0lJ+fvvv93d\n3QlsFsezWTOMyTLS0kBauuVP6XR6SkpKQkLC06dPnz59WlVVNWLEiBEjRjAe4O7u/v79+2nTZowe\nXXzwoLyVFfci7UxcmQZRMt/+IwjhzJkza2pq7t27RyKRAAAYhk2fPr2hoeHq1auioh3+gPj5+YWG\nhq5atUpISIhMJk+cOPHSpUsTJkzoaDu4b9++FRYWcrs7RHBnendCL1++7JLdVxiGETu1gkbD5swR\nmjRJiAuHc/4zNDR89OjRkCFDAADz5s1jZUIxhFCIrVJ27D2rTVVVd2pq4gAQgbBJTW2VuDgXC0yw\nh7mT4uNHcOMG6NULGBuD3r2bZWX/k6czH9bwLKr1xAIxMbG6urp2au5wivCLjtwbu2draysqKlpT\nU0Ngmwx8HHJIpcJ37+CePXDkSGhuPlJERMTOzm758uWRkZG/u1rf2AjnzYOSkjA0lJeRCi62/3zB\nwcGKiopZWVmMLRs2bFBWVs7OzmYvksLCQmFh4aSkJPzu69evRUVFf/78yV5rly9f1tLSwrhcor3r\nj7f9Bw9eqZmZ2YkTJ7jRcgvMA4ctLCy4tyMKhWJqarplyxZim92zZ8+QITvLyohtVbAkJycrKio6\nOjpCpr/XkiVLhg8fzvywly9fWlhYbN68uaOfdA7HJLWWleXe3PwNQtjcXFhdzdl433374KRJ8M2b\nlv+WLOnoGCwMwx48eLhxYzPjNZ44AfX0YEYG9PKCRkZQRATq64/Q0NAYNGjQ/PnzT58+Df/7AT92\n7Bhs6+OfkJAgISExZcqUV69etfkADnWaMg0QwuLiYkNDQxkZGX7HQgwKBRw4AJ4+Bc+fg/p6YGsL\nBg4ECxb87eh44Y8Jtbg4OHECODiA+fNBXh4ICQGbNgF/fwAAcHUF3CmZJtDY64O5evXqjh074uLi\nevbsiW8JCwvbtWvX/fv32e431tTUHDJkSFhYGH5p397e3sDAAL9YwEZreHcIgWeoCFdVVFSkpaXx\npgeLZ/P8SSTSpk2bZs2aNXfuXDU1NULazMnJ2bhxY0hISNeuZmhhYfHt2ze8569nz56/+3v169fv\nzJkzHh4ehYWFx48fZ310Cj4mydaWsNoUurqnKyou0el1EFKUlPw5aktNDeTkgLaOe9iECRVlZWlp\naWQymUwmi4mJtbiBExISam5uvnz58oEDB7Kysp48yd28+dfoZEZFj6goAABobgY5OfsyM9M/ffqU\nnp4eExMze/bs1vttXVlUS0srKioqNDR0xYoVz58/5+j1tonzHI3bqFTqpUuXLCwsZGRkVFRUMjIy\n+B0RMaqrYb9+cPVqGBsLq6vZbOT9e+jm1sZiXt1N6zOPwsLC5ubmdp7y+vVrcXFx/FwH9/LlS3Fx\ncc5n7YaGhvbo0YNRUmHz5s329vbsNWVra3vw4EEO40EYuNrrk5iYOGrUKAMDg2/fvhHbcpt42e+I\nYZiDg8OiRYuIam3IkCGjR4/mdtesQPH19WXcbvPv9enTJw0NjYkTJ7Z/4GI2aBAsL4fDh8PqagKO\n/BhGLyraiN+m0WoyM4e0/3j2nD592tzcXFFRUVpaGh+V8TtkMtnU1FRCQmLp0qUsXgT4+++/medx\n/xHjo1pbWwu5cHzgUYJFpVLZeFZ9ff2RI0f09fUVFRWDg4OLi4unTp2qpqaWnJxMeIS8ERLyKw0i\nUGUlwR+zzqj1l82GDRskJCScnJyWL19+7dq1/Px85qN5QUGBurr68uXLGVvy8vLU1NRWrVrFeTA1\nNTWSkpJxcXH43ZycHAAAGycGNTU1IiIi79694zwkBMeNpIRKpYaHhzs7O4uIiPj6+jo5ORkbG3//\n/p2QxgVHfHw8iURi+9I5szNnzsjJyRUWFnLelGBi+22WnZ2tr6/v6enZ0PDn5eEplF9H+3fv4NSp\ncODADsfJrLm54Pv3nSUlJ3NyxuXmzvz6dUpFBfGlRpqampSVla9cucLYQqfTm5qaampqSktLi4qK\ncnNzMzIyUlJSEhMTX758GRYW5uLiIiYmtmjRoqqqKlhRAadNg15e0NMTTpsGKytbtN/RBKtF3kb4\n8YFHCdasWbM6lGNVVFT873//U1VV1dLS2rdvH55dQgjpdHpAQICCggJ+xbRzqaqCABCfYEFI5Mes\ny2hqakpISNi5c6evr2+PHj0AAD169PDx8fn7779jY2MtLS29vb0ZnUw1NTUWFhajRo0iqpLnlClT\npk2bxrjr7Oy8YcOGjjby4MEDKSkpSletFMQPrQ+gTU1NbLdWUVGxa9cuXV1deXn5lStX5ubmQggb\nGhqGDh1qYmLyxxK1nY6Hh8ekSZM4bKSoqEheXv7kyZOEhCSYOPme/vbtm4mJyaBBg6p/c10Dw+Db\ntzAwEA4fDluMScrMhGxkrVRq+bdvq96/F8/P/6vDT+6gK1euKCsrd+hDh2HYjRs3tLS0so8ehTNn\nwlu3fv3g5k04e3aLB//9999ubm6sN1753xQtLy+vzdts40WC1dTUZGhoOGXKFFa+vYqKilauXCkj\nI2NsbHzu3LnWnaUYhq1cuVJaWvrx48fExpmQkDBo0KDPnz8T2yzDo0dQWhoSWIs7Kgq+fQshbPkx\nQ1rAMKygoOD69evLly93dnYWExMzNzdnzJag0Wje3t7W1taMPJ5zd+/elZaWrqurw+8eP35cX1+f\nUXiQRZs3bx48eDBRIbFi6dKljI63biIkJOTvv/9m/KVY9Pnz54CAACkpKWNj46NHj7Z459TX1w8Z\nMsTMzIztyQ2C6ePHj5x3qfr6+rq6unb0s9C5cHilqaSkxNbWtm/fvqWlpczbi4qKdu7cOW7cZlFR\n6OkJHz5s+cSUFCglBf/3P9jYyNKO6uvri4t3JiUppKVZVlXFtr5iS6ezf/rRpiFDhixbtqyjz3r2\n7JmFhUVeQgK0t/+3NC2FAu3t4bt3cPNmuHz5mRUrxo4d6+LiYm5ubmlpOWPGjDlz5mzevPnp06dt\ndgdWVFQAAL58+cLhK2ofj3qwMjIyevTo4efn106OlZmZOWfOHDExMQcHh1u3brXzCcQwbPPmzRIS\nEjExMQQGuXjxYiEhIe51GBw8WD5sGDuXSn+nXz+4ezeB7XUXr169EhERYXQwHDp0SF1dndjC/VQq\nVV1d/eLFi/jd8vJyMTGxp0+fdqgRd3f39evXExjVH23efH7hwge83CPfZWZmGhgYaGhoHDly5I9j\nX+h0emxs7PDhw4WFhYcPHx4bG8t8mGL+fqqvr3d1dTU3Ny8pKeFG2E1NTbNnz05NTeVG4+3w9/cf\nMmQI22Onbty4ISEhwe1vNb7j/EpTVVWVi4uLmZlZUVFRQ0PD5cuXhw8fLiIiYmlpeeDAsVYrffyC\nYTA8HOrpQSsr6o0bN9v5M1Gp1DNnzmhpaSUkeJaVXcCwtr+XGxsz2Qj+d7KzswEAbHRhYBj267Uw\n92CFh8NZs+DFi3DECDhp0tU1a4KCgrZv33706NGwsLDo6Og7d+4EBgaqqalJSkpOmDDh1q1bjUyJ\nZ1paGgCg9Uk1sVcJeTfIPSMjQ0NDY+rUqa1zrMTExHHjxomIiLi7uz9+/JjFT+++ffvExMSuX7/O\neWzfv39fuXKlmJiYvLz88+fPOW+wTb6+vitWrCCqNSoVSkpConvxugUMw3r27HnkyBH8bmNjY3p6\nOuF7Wbp0KfNkbF9f33nz5rH+dBqNJisrGxsbS3hg7fjwAfr5ddnVS36nubn52LFjPXr00NfXDwkJ\naXMwQ21t7dGjR42NjSUlJQMCAlp/SVRUVDg4ODD37tTV1Q0cONDS0rJFPwQhrl+/rqKiwt7YVk58\n+fJFTU2tV69effv2dXV19fb2njRp0pw5c5YuXbphw4a///77yJEj58+fv3Hjxr17954/f56cnJyd\nnf3jx4+6urqysjJ1dfWdO3fyOGZeGjt2LCToSzokJMTJycnIyEhWVlZFRWXJkiUfPnxg5cuxoQEe\nOPBSUlJy8ODBHz9+bPFTDMMiIiJMTU2VlJT27dvX+PvOrqamvLy8OU1NX9mLv7U1a9Y4Oztz1ETH\n152kUqkPHjyYPXu2goKCrKysv79/bGwshUJ59OiRjIxM68d31gQLQpienq6hoTFt2jQ8x8Iw7OHD\nh0OHDhUREZkwYcL79+872uCpU6dIJFJISAjbIeXm5i5cuFBcXLxv3763bt1au3atjIwMl3IsLS0t\nApc9+vQJAtB6kB/Ckg0bNri4uHB1F+/fvxcREWEMdr5586a2tjbrV0Y+fvwIAKjs/H/gzlJkq76+\nfteuXUpKSiYmJuHh4Yy/VF5e3sqVK+Xl5XV0dHbu3FleXt7m0zEMW7JkiYKCAvNxrLa21sXFxcrK\nqozock8TJkyYO3cusW2yYvfu3aqqqidPnjx27NiuXbuCg4OXL18+b968KVOmjBo1asiQIQ4ODmZm\nZrq6ukpKSmKtCrRbWVnxPinkJTzB4hyGYdra2qGhoffu3duyZQsbRcgKCgqmTJkiKiq6cOFCxtvv\n2bNnTk5OkpKS69atq6qq+mMjmZlDc3NndDj6tlAoFHV19fOMsl0819zcHBUV5efnJy0traSkNHjw\nYDU1tZs3b0ZERNy5c+fevXv4NQ1iJxLyukxDenq6urr6tGnTrl271rdvXzExsXnz5jGXeeyosLAw\nMpl8+PBhNiKZPn06iUQaNGjQ/fv38TMDDMPwHOvFixdsh9SmoqIiAAA+DJYQoaHQyOjfuxQK7NIH\nLoLh/cOEr+fNDMMwU1PTvXv34ncpFEqHBvocO3bM3NycO6H9FuF1C2HnSbBwVVVVwcHBMjIyffr0\nOXz48NixY0VERJycnK5fv/7HzADDsEWLFikqKjLKzEIIa2pqnJycbGxsfpeZsaG+vl5KSor3o+W+\nffsmLS3NPAXsj5qbmysqKgoKCj5//nz27FlRUdHMTCKvOgmaDk1hawc+9RifaLlgwQK25xY8f/68\nT58+ioqK69ev9/b2FhUVnT9/flFREYtPr6t7/eGDWn4+AaWRbt26JS8vX19fz3lTHKqvrw8PD7e0\ntFRXV9fR0dHS0tLQ0FBTUwsNDYWdugcLV19f36NHDwkJidWrVxMymTkiIkJcXHzHjh0sPv7Dhw/4\nFUlPT8/WnVVcyrEiIiJUVVUJrPvy119wwoR/72powJs3iWq7W7C0tNzN5SFs27dvt7W1Zf3xGIY1\nNTWVl5cXFBR09JIiIbhRUI1nBccJVFJSsmTJEn19fR8fn7f4RBLWYBi2cOFCJSUl5lIy1dXV/fv3\nt7W1/d3CDB118+ZNJSUl3k8vHTduHCcDsCCEnp6eU6ZMITAkQUNUD9a5c+d69uyJ3zYzMzt+/Djb\nTdFotLNnzxobGw8aNIiNYjETJ/pOnDiR7b0zPH067+TJtZy3QxR/f/+AgIDW2zt9ggUhlJCQIPbL\n4/79+1JSUmvXrm3/w//ixQtPT08REZFx48Z9+PDhdw/DMGzNmjWysrIvX74kKsJ169Z5eXkR1RqE\n0NkZ/v33r9tFRRAASFzvWLewfft2Ozs7ru4iPz8fALBp06b9+/dv27Zt3bp1S5YsmTNnzuTJk0eP\nHj106ND+/ftbWVkZGRn16NFDTk6OeelDTU1NzqfEdxQ3Cqp1rh4sZoqKinfv3sVv02i0w4cPs1J5\ngU6nz58/X1lZOYWpIktVVZWDg4OdnR0h13wnT548a9YsztvpkLi4ODKZzDxa8enTpx1NthITE0VE\nRHg/Np9nmIddHjp0iO12/P39Z8+eDSH8+fMnAIDzQaL9+/c/cOAAhDA1NXVpR1aqSUpKEhERaT2W\nq0OamvISE4Xr65M4aYRY9vb2PKjhzPUEi/mQyugwWLhwIYG5C+7Zs2dycnKLFy9uPcwFw7D79+8P\nGjRIVFR0+vTprLxZMQxbvXo1gTnW0KFDN23axLjL4SxlGo02YMCex49/1TyJioJKSrA7VUUmAN4J\nz8nl6T96+fKlsrKymZmZk5PTsGHDfHx8/Pz85s6du3Tp0vXr12/fvv3gwYOnT5++fPlyZGTkw4cP\nX716lZKSkp2dXVxc/OLFC0lJSR6XC+JGQbXOm2DZ29szxh5gGCYvL3/v3j1Wnkin0+fOnauqqsqc\nSVRWVvbt29fe3p6VsS/taGxslJGR4fHsh8bGxp49e65d+28PxMOHD1msO3r27NmEhATGXR8fn/Hj\nx3Mlyi5ET08Pn4McHh6urq7O+aWP0aNHr1u3DkL4/PlzMTGxDjU4fvz4UaNGcbL3oqLgz5/7ctIC\nsTAMk5WVvX+fs8UWWcDTBIvbEhMTlZWVZ8yYwZioSKfTIyIi7O3txcXFFy5c2KEhUHiONbhnTxrH\nRU3pdLq8vDzjmHjt2rVhw4Z1tPQOs8+fPwMAGKM6duw4PXMmpwu8dEMODg6EL2HL8O3bN3V1dU5K\nw1+9elVMTIx701pba1FQLT8fRkSwObavurqa+Wu1M5o8efKSJUsYd+3s7BgzT/+ITqfPnj1bTU0t\nLS2NsbGiosLOzs7R0fF3NSRZERERIS8vz/pqKoTYsmWLrq4u45DV1NRkbGzM4nt78eLFjo6OjG90\nvJhW512Ngwew3Nyfdnal+fkQwkWBgYTko/PmzcO7xLKysjo6e+bz588iIiJv3rxhb9cYRi8s3FBV\nxdNTgvZ9+/aNMcSNq7ieYDFGYOTk5EDun86mpqb26NFj/Pjx9fX1YWFhFhYW0tLSK1euZG+wF4Zh\ntcHBUFYWcpZjJSUlAQAYs7W/f/9uZmY2YMAAto+zly5d0tfXZ9wdOXLk6tWrOYmwe9q/f7+pqSk3\nFkSrr6/v06ePp6cnh6Xh16xZo66uXlBQQFRgHfL9O5STg5qacMMG2KGyxvHx8Xp6euHhxC+1wUsb\nN25kvqw/ceLEDl1bodPpM2bMUFdXZ+4yLy8vt7W17d+/f+vPPp1Or6ur+/nzZ25ubmpq6ps3bx4/\nfhwVFXX16tVz584dPnz477//3rhxo6Oj4+jRozl8aR3y9etXCQmJiIgIxpbt27dra2uzWJj3+/fv\nEhIS0dHRjC3jx4/n8UvoZH78gP9kM9iHD1X/XKfmxIYNG0aOHAkhrK6uZmPlLn9/f3d3d04CwDAB\nqv5Co9EaGxt5sBQmr3uweHC9IC8vb+DAgQMGDMBXMOR0gjSGwVWroJwc7PhV8JycnEOHDg0fPpxM\nJvfo0YP5EFNSUmJjY+Pg4MDeuNdly5Yxj6bU0tIipB5Yd1NUVCQsLMzh8ILWMAybOHGiiYkJGxeD\nMAw7evQo411Bo9E8PT3t7OxYWZuMQ21eLK2rg2fPQkdHKCwMPTywiIiY9ifTNTQ0LF26lEQirV27\nlqh1h/glNDTU2NiYcRefh9WhFmg0mr+/v4aGBvP3WVlZmYmJiaOjo729vZmZmZ6enqqqqpSUVIuK\nBsLCwjIyMmpqagYGBhYWFo6OjkOGDBk5cqSHhwc31rFoh7e3t5eXF+PbKC8vT1JS8saNG6y3sGLF\nij59+jBaSEtLQ4tsdgARa4cfPnzYwcEBQohhmISExJMnT1h8It5tmZOTQyKRWH8WhLCyMjI/f0F+\n/qK8vDmNjV28tOzv8DrB4tmUou/fvzPWQuEUhsGVKyFrVWeam5sfPXq0fPlyExMTAICFhUVQUNCT\nJ092795NJpNvMs30wysT2tjYsFHredCgQdu2bcNv//jxAwBAyCKs3ZCrqyvzyBJCbNu2TUFBgb3R\nXc3NzY6Oju7u7ow8pqqqqnfv3lOnTuXq+VZZGRw2rL0HJCfDtWuL5eTkNDU1N27c2OZCXe/evTMx\nMTEyMiK8yglfvHjxgkwmM9LEkJAQExOTjjZCo9GmTp3ao0cPRnkCDMOcnJzc3NyOHDkSEhJy/fr1\nmJiYhISEd+/epaWl5eXllZaWNjQ0/O7PjWHYli1bxMXFb9++ze4r64DIyEgJCQn8+gNu9OjRw4cP\n79C78efPn9LS0swB+/n5eXp6Ehhn19F6PWMiPvjh4bft7Qfgt729gyIiPrHyrOLiYgMDA3xwy/z5\n852cnH7+/MniiVNWlntz8zcIYXNzYXU110c7sYjHQ0J5PYuQZy+v+HerCbAHw+Dly+0t5V1cDM+d\ne7h4saysrKSkpJeX17Fjx1p8CR07doxMJoeFhTG2VFdX4+shdOgKJp1Ol5OTY4y3jYmJkZeX50Fv\nZ5d04sQJAwMDAn97ERERJBKJk+GTRUVFPXr0WLlyJWNLenq6nJzcnj17iAiwDRQKHDwYsjJnsa6u\n7uzZsw4ODsLCwp6enhEREXgiSKFQNm3aRCKRFixYQOCSjvyFT+BiDNx89uyZmJgYG91yNBpt8uTJ\nDg4O+Nvs0qVLsrKyrNciatORI0c4rLHMivr6ej09PeZxilFRUWJiYmycPKxZs8bS0pIxuScrK0tU\nVJTwqU5dwZ/WM2ZPQgKUlPyVqtnbw6NH//yUurq6vn37DhkyBB/wFxoaqqOjg/etKioq9urVq3//\n/iNHjpwxY8bKlSszM/eXlp6prLxdW/ussTGdRqtubi4oLt5RWLju27eVDQ2CMm8UJVjENEv8JRUM\na+OtX1UFg4OhnR0EAOrpla5cGRMT086uz507RyKRzp49y9hSV1fn5ubWq1cv1sfZ4KMUGf1eW7du\n5fGSwF1JaWkpiUR6/fo1fjcrK2vChAnbt2+PiYkpKirqaOKVkpIiIyODT4fmxKtXr8TExC5dusTY\nEh0dTSKRuFRbcsECqK0NO3RKkpSUtGDBAllZWS0trb/++qtPnz6amposTrLrLPCpRg8e/Fqcsbi4\nGADQZtfdH1Gp1G/fvkEIq6qq1NXV9+3bx3l4eI1lQpr6nXXr1vXs2ZOxmkpDQ4OBgUFwcDAbTZWV\nlcnKyjIvZTFjxoyhQ4cSEmeX0no9YyI0NcHUVIifHXz4AP/4N6TRaCNHjjQ3N8eHw3/48EFaWnrH\njh15eXmJiYlxcXFhYWEHDx7cuHHjggULJkyYkJg4Mi3N6uNHzffvxRITwZcvvkVFG/9pqiYzk5j6\nq5zjcVk+/tTBIhyP0tLWb/0HD+CgQXDXLpiWxmJH7uXLl8lkMvN0pIaGBk9PT319/a9fWVr1iUql\nMk//9vHxYe7tQDrKw8ODMXg5JydnyZIlgwYNUlBQAACoqqoOHTp0xYoVFy9eTElJab+0Y2lpqYGB\nwaxZswjpDzt37pyEhATzOJXt27crKCgQvlDuuXMPNDTov68K157a2tozZ86YmZkNGTKEwErlgsPW\n1pZR4xHDMBkZmYcPH3LS4JIlSywsLNirEVpXV8ecc0MIY2JiJCUl169fz40O7IyMDDKZzJw0b9y4\n0cDAgO1z1+DgYFNTU0YX4NevXzs6rKdbaL2eMdFKSmBbJTb/ha9JoKGhgZ9OFBQU9OjRY+HChay8\nzTAMo9FqKJSfJSUnc3LG5ebO/Pp1SkWFoMx36Zo9WBiGcWPFU4bfpaUE/wZbv/XZOlDeunVLTEyM\n+YpPc3PzmDFjtLS02FhHQldX9/Lly2yEgeBCQ0N79OjR4tIPhmF5eXmRkZGbN28eM2aMoaEhAEBM\nTMzW1nbmzJkHDhxISEhgLrRBoVBcXV2dnZ2bmpqICmzx4sXa2tqM4pYYhk2YMMHMzIywwYUQPn78\nmEwmh4dH//mhvzdp0qTly5cTFZJAGT9+PPMC7TY2NidOnGC7teTkZFFRUbZTilevXklKSrYop/zs\n2TN5efmAgABipxRgGObm5jZu3DjGlqysLDExMeaZOh1VWVmpoKDAnCPOmzdv4MCBaHjDf3R8PeM/\narEEVnk59PVt7/H79++XkpJKTEyEEFZVVVlYWHh5eXWNRSS7ZoIFIWRen4twv/utEfwbJO6tHxsb\nKyEhsXXrVsYWKpU6efJkdXX1T59YGn4IIUxJSVmyZIm2tvapU6fYjgSprq4WFxePj4//48OePXt2\n5MiROXPm2Nvbt5iJs3DhQh0dHVYqfbOOQqEMHjzY2dmZUfSorq7O2tp69OjRHBaqxWVnZyspKbFx\nxef9+/fMVUKmTp36119/cR6PAFq7di1zQYFx48ax3VuMYZizs/O0adM4ief58+cKCgrz589nTqeS\nkpLU1NQmTpxIYHGsq1evSktLf/tn/hqGYe7u7pzXVti6dWuvXr0YX9X5+fliYmIcdgoif9RiCaya\nGtjO5/XmzZskEikqKgpCSKFQhg4d2qdPny4zsJLHeJRglZSUMC8yT7jWSVVVVZWAr3326NEjKSmp\ndevWMU7gaDTazJkzlZWV21nGB0L48+fP/fv329jYCAsLu7m5zZ8/n0wmBwQECMI6mp2Uu7v7kCFD\nLly48MfrgAxUKpXxJXf8+HFJScn2/2rsKS0t1dfXZ15XKjc3V0VFhb1xMMyqq6tNTU3Hjh3LRq72\n9u1bAADjfTtz5swFCxZwGI9gOnv2rJmZGePumjVrfHx82GsqNDRUTk6O88k3Hz9+VFdXnzBhAnM6\nlZWVpaenN2LECEIOAtXV1T169Ni1axdjS3h4uKSkJHvjz5jV1NQoKyszj80PDAzs378/6sTiKtaX\nwHr9+rWEhMTRo0chhBiGzZw5U0dHh5Alg7snridYJSUlQUFBUlJSpqamEhISf1wukFgCvjTHs2fP\nZGVlly5dyvid0On0JUuWtDlYuLGxMTw8HF8R3djYePv27fn5+fiPEhMTjY2NjY2N8U5d9gjWkiZv\n3sBLl+ClS1tNTPAb/97u+FXU9n3//l1FRaVfv35GRkaM64AzZsw4cOBAfHz8HwuVxcfHk8lk7tUh\nS05OlpKSYl7tFd/jTQ4W96bRaF5eXjY2NuwtJ4AXzmX0Q8ydO3cua0VMOp2nT5+Ki4szctAzZ86w\nd85WWQkdHIYQtfZZdna2gYGBu7s785+vsLAQX5SJ7SWlm5qakpKSzp8/P3r06N69ezPONGpqarS0\ntLZv305A6BDu3LnTwMCA0XhRUZGEhASLK/8I1jGq82ixBFZVFWxzStW3b99UVVUZ18S3bt0qJyfH\n+hUVpDUuJliM1MrW1jYyMhLDMDyfWLJkCc9yLMH/EL59+1ZRUXH+/Pm/60jAMOzly5cBAQEKCgqK\niooLFy588+ZN619gfX19QEAAmUzevn07e6MxBOvgtWAB7NsXTplyX1UVTpmC/7uvqgp79mRphjHL\nqFSqq6vrkCFD8F9adXX18+fPjx49OnfuXPw6IABAV1d31KhRGzduvHnzZnZ2NvNf6uvXr8rKypz3\nJ7Xv+vXrZDKZ+Yrk4cOHJSUlN27cGBoaeu/evQ8fPhQWFrI+dDooKEhNTY2RoHfUp0+fAACMyWUL\nFy6cMWMGe00JuO/fvwMAGDN8ExISJCUl2ejzW7wY2tpSKBTCRrEUFRWZm5v379+feW5BWVmZg4OD\npaUlK10OGIZ9//793r17O3fu9PPzs7CwIJFIwsLCvXr16tOnj7W1NeMgc+PGDVNTU6KuP9bV1amp\nqTEvsrls2bK+ffuy8qUgWMeozqPFElgFBRAAaG8Pd+yAmZmNjIdRqdQzZ87gb++LFy+SyWR09ZZD\nQhBCQLSysrK9e/ceOXKkZ8+ewcHBI0eOFBISwn/07t274cOHjx8//ujRo8LCwoTvujP6+PHj0KFD\nPT09z5w5IyIiwtien59/6dKlixcvfv361cPDY9q0aZ6enmJiYu00FR0dPWvWLGNj49DQUD09vQ6F\nYWlp6eTkhN9+8eJFSkpKx18KcRYuBGZmYMGCllG5uODbidrPxo0bT58+nZSUpK6u3vqnNBrty5cv\nH/+RnJxcXFwsKytraWlpbW3dq1ev48ePm5iYhIeHc/vNvGHDhlOnTr179w4vRfPz58+ePXv27t27\nvr6+pKSkvLwcf5iioqKqqqqamprqfzG2yMrKXrp0ac6cOY8fP+7fv39VVdXGjRu3b98uLS3NejCZ\nmZnGxsY1NTUyMjIAgCVLllRUVFy4cIEbL5y/IIQyMjJRUVGurq4AgKKiIi0trcLCQk1NTdYbSUoC\n9vYgIQH880YmRkVFhZeXV11dXVxcnIaGBr6xrq7Ox8cnNzf3/v37BgYGzI+nUCjp6ekfP35MSUlJ\nSUn5+PFjSUmJnJycpaWllZWVpaWlpaWlubm5lJRUSUmJoaFhSEjI2LFj8ec2NjbiJxuEOHDgwP79\n+/FR8wCAnz9/mpiYmJmZqaury/xDWlpahomFhYWamppgHaM6s8xMcPs2uH0bCAvvqa097+vr6+Pj\nY21tjX9TJyQkDB8+/MSJE9OnT+d3pJ0chwla61OK169fS0tL29jYREREtHlSkpycrKKi4u/vT+ys\nhA8fPnRo9QaBkpaWpqGhMXHiRAqFUlNTExISMnjwYGFhYTs7u4MHD3ao1PuPHz+8vLxcXLZevNix\nCsCCdXa4YAHeU9Uyqn+2EyIuLo5EIj169Ij1p/z48SMuLm7Xrl1TpkwxMjIyNDRkYz0cNtDp9AkT\nJjDmcK1atYp57ZHm5uaioqKkpKR79+5duHBhz549q1atmj59uoeHR58+fbS1tRl5uZiYmKamJuNa\nVUNDg7m5+Zw5czoUTHZ2NgCAcSlqxYoVk1ipUto5WVlZMSaR0On0e/fudWicE50OFy6EXOrgq62t\nHTZsmIGBAfNCDk1NTWPGjOnRo0dCQkJcXNzu3bunTp1qaWmJd1D17Nlz7NixW7ZsiYiIyM3N/V2/\nUXBwcO/evbk0cayhoeH8+fOMxiMiIsTExFauXLl69eqFCxdOmzbNx8fHzc3NwcHB1NRUW1tbXl4e\n/xMI1jGqS8jPLzh06JCrq6uIiIi+vv6yZcsuXbokLy/P7V75boL4BCs8PPz27dvt9/empaX16NFj\nwoQJ7NWDadOqVauIGuLAF1lZWdra2v369ZOSkurRo8eqVavYvviNYdipU42SknDSJPjHRdPz8/Px\nesqCdfDifoJVWFiooqKyefNmtluorq6WkJDoUH5GiJ8/f0pJSd25c4f1p2AYVllZmZmZ+eTJE3t7\ne29vb8YnNDk5WUxMrEPrruTn5wMAfvz4id9dt26Tn99M1p/euYwZMyYoKIiTFu7ehT9/EhVOS01N\nTePHj9fQ0GBeUpNGo40fP15HR0dWVtbZ2XnhwoUnTpx49eoV63PBqqurVVRUeDA9uba2VkdHh7lY\nfJvwt6tgHaO6lpKSkjNnznh5eWloaIwaNQpNOyAEpwlW6wJULP5hvnz5oqOjM3r0aM7rBr17927s\n2LFCQkIrVqzo1PMdDhw4oKure+/ePUJK2qSnwz59oI4OTEtrWQcFl5wMly8/KioqGhERwfnuCPa7\nRIqgBItKpQ4YMGDo0KEc/qonTpw4cyavc4tVq1bZ2dmxfQTMzc2Vk5Njrue0e/duZWVl1j87RUUY\nAHTGWi8bNkCO5+8LrqlTp5qYmMyaNWvv3r13797Nz8//42++xceNtfrB7KPRaHPnzlVQUGBeAvLC\nhQu9evXipJzH/v37NTU1ub3K+PLly42NjQmsHodwKDAwsAt3SPMYpwNHlJSUjv9DSUkJAMAYbtU+\nIyOjJ0+efPr0afTo0Q0NDWzsGkL46NGjoUOHOjo6ioqKvn//3tbWVldX99KlS2y0Jgjevn3r7u7u\n7u7OPBKLbcbG4OVL4OcHdu4EOjogNhZ8+vTrR8XFYPhwYGsLqqtdnzx5MmrUKM5317ns2bYtOzv7\n0qVLHP6qJ0+efPPmzcbGRqIC+6OSkpKjR48GBwez+EFrTU9P78iRI8uWLcvMzMS3LFu2zNLSEs8U\nWWmBRBICQJhK/XVXRAQwbncxN2/evHr1Kn69/tatW5MmTdLV1ZWTk3N0dJw5c+aePXsePMjOzwcY\n9p9ntfi4dXAwZIeJiIicOHFi/vz5M2fOpNFo+MaSkhJ1dXVOhgYGBASQSKTDhw8TFGYbkpOTDx48\nePz48faHliK8ZG9vj9dhQQjAYYLGYZ9tYWGhsbGxq6trh+qY0en0mzdv2tvbi4mJzZs3j3nxkNDQ\nUDKZzLziVWdBpVIVFRU7dKWGRenpLeughIXBuXNhRgbhuyIOV3uwYmPLlZWTnj3jtB0Im5ublZSU\nuFejobWVK1dy0n2FwzBs4sSJdnZ2jGv0BQUF8vLyhw8fZuXpFRUQAMgY9rNtG3R35yQcAYXXBDp2\n7BhjC4ZhRUVFDx48OHDgwLx581xcXNzcsgGA0tKwb184fTrcuRO+fduBskPEKisrY9xevXr12LFj\nOWwwNDRUQUGB7boP7aPRaA4ODtOnT+dG4wjb0tPTAQDM7yWEbfxfi/DHjx+Wlpb4hKY/Pri5ufns\n2bPGxsaysrJBQUFtXtQ4c+YMmUy+xVjTppN49uyZmJgYlwrmtqiDwuVefyIsWACnT2dUwPr3n5sb\npwlWQQFUVobbthEUKFywYAHnFa5Z9PPnT0lJSbzIMocqKiq0tbXXr1/P2HLlyhUJCYm0tLQ/Pre2\nFgIA09N/3U1Ph38qg9/55Obmqqmp/XEJIAyDxcXw4UN46BAMCIADBsCJE1t+3Phi5syZAe0vOMcC\nGo1mYWGxZs0aQkJq4ejRo8rKylxdQg1hA51Ol5OT62ILt/ML/xMsCGFZWZmdnZ2dnV07WXNtbe2+\nffu0tLRUVVW3bdtW2e7gbbzPuUOjgPluzZo1w4YN41LjLeqgdALnzjHKX7X4h8XFsd8shsGCAjhi\nBCRiqRnc8+fPyWQyb5Y6fvbs2dWrV4kaf/r48WMSifSMqSdv6tSpNjY2fxwQ09gIAYBduABhZWWl\nmZmZj48PG0P0MEwgPm7e3t6ETAS7c+eOpKRkEWPAHUGKiork5OTOnTtHbLMIIXbv3k3IWRwiEAkW\nhLCqqqp///6WlpY/W823KSsrCw4OVlJSwseOsDjo8uDBg1JSUgQuzsVtlpaWBw4c4HcUAu358+cT\nJkzYu3cvR62UlUFCT5oxDNPX1+dkDWA+Wrlypb6+fnV1NX63qqpKV1f3j5PmaDQIAMRXBmpz/kSn\nhq+/Zmdnx16ZewHh4ODA4gXf9uFLKM6fP5/zpphNmDABLfOMdHmCkmBBCGtra11dXU1MTAoLC/Et\nBQUFS5culZKSMjc3v3jxYkdrOuzbt48LYXIFPu+deTAZ0iZjY2MZGRl1dfWBAwfOnTt3z549UVFR\nWVlZvy3YU1EBp02DXl7Q0xNOmwYrKyFxlUEYPn78+ODBA8KbxXF1anpTU5OVlZW/vz9jy5MnT0gk\nUvtLX2MY1NSEyckQtlpHtrPDMOzvv//uAuuvGRgYEDUU9dmzZ6KiollZWYS0BiG8e/cumUz+/Pkz\nUQ0iBEK1MAgkyu9B9v+SlpaOjo4eM2bMwIEDT506FRYWdunSpb59+169etXDw4ON6TBLly7Fb7i6\nusbHx7e+LThiY2N79+6Nr4WH/E5BQUFubu6xY8cUFRUzMzOzsrJu376dmZlZVlZGJpMNDQ3jBg3S\nlpUFvXqB3r1B795AWRmsWAFGjwY+PgAAcOsWWLkSnD5NeGCWlpaEt8kbYmJiYWFhdnZ2Hh4e48eP\nBwAMGDBgxYoV/v7+ycnJCgoKbT5LSAgUFv66LSwMjh8HU6aAa9d4FjUXCQkJmZiYREdHM2qjc66y\nEvzmF8lFJSUlKioqhDTl7Ow8fPjwDRs2XL16Fd9Cp9PxZemVlJRUVFSUlZUZ/ysoKLR/rG5oaFi4\ncOGqVatMTEwICQ9BBJYAJVgAAElJyYiIiIEDB44dO7Z///4PHz50cXHhd1C8EB//wdPTk6u7aGoC\ndXVAWZmrO+GuzZs3Ozk5zZgxo0WFgvLy8qysrMzMTLlv30ByMoiOBtnZoLkZODsDCgWcOPHrcd7e\nYOdObgTG1Qy+vLw8ICCAcZvAlnFmZmY7d+4MCAjo37+/lpYWAGDTpk33799fvHjxxYsX2w3sV3kC\nRUWwdSsIDARcWHaL61r/7RwcHNTU1AjcRVYWcHAgsL0/a2hoqKurU1VVJarB7du329jYvH//vk+f\nPgAACoUiLy//48ePT58+lZWVlZaWlpaWNjc3AwBERESUlJSYUy5lZeX58+czFhfatm2bsLDw2rVr\niYoNIRa3DzjdimAlWAAAMTExMplMpVKjo6OJalPA3zFNTSA29mRkZBNX93L+PDhzBiQmcnUnXPT5\n8+cLFy48f/68df0nJSWlfv369evX799NNBrIzwdFRSA0FERH/+rBiowEFhY8DJkYeKk5/Da+Ih7h\nAgMDY2NjZ8yYERcXJywsTCaTL126VFlZ2fqRVCp4/Ro8eADi4kBiInj58td2Ozvg5ASePeNGdLxG\nbHaVkwPc3OCDB1WOjrzrxSotLQUAENWDBQCwsLCYMmXK2rVr4+LiAAASEhIHDx5kfgCEsK6uDk+2\nGP/jUlNT8dwLAJCWloZf1idwZUOEWDw44HQfApdgNTc3JyYmysnJEdimgL9jEhKAkJCQszN3jzjV\n1fuNjFIBOMvVvXDPhg0bRo4c6cBiV4CoKDA0BIaGwMICLF0KQkIAhgFlZbB/PzdiE/AM/o+EhYXP\nnTtnZWV14MCBZcuWAQCMjY2ZH5CTk3P//v20tGEXLxo2NwMXFzBmDDh1ClhaAkZv3bx5YN483sfO\nKW7/7QwNwezZm4ODX+GpCW+UlpYKCwvjlZ+JsmnTJmNj40ePHg0ZMqT1T4WEhPBVmfX19X/XAoZh\n8+fPHzt27LBhwwgMDEEEF78HgbWUkpKyZMmSjRs3EtimgI/aW7QI+vpyfS/v379nXkmjc3nz5o2o\nqCgrJZr4QsDfYCy6efOmmJgYY0m76urq27dvL1iwwNDQEABgZma2Zcvd2FjYkZWOOwEe/O3odHpj\nYyMnq9Z0VExMjIqKCuHN/vXXX3Z2dmy/kNOnT8vLyxcXFxMbFYIILIHrwbKwsNhPdDcD85gYQRvh\nDiEoKwOzZnF9R7a2tlzfB3dACNesWTNt2jRTU1N+x9KV+fr6+vn5jR8/fsKECfHx8a9evZKTk3Nz\nc1u7du3QoUO1tbX5HWBnJSwsLC4uzss9lpaWEjgAi8HX1/fmzZsSEhItBra3GOqOI5FIzM8tKSkJ\nCgrasWOHuro64YEhiGASgoIxMFXwJ/p1Xp39d/vmzZvly5dfu3aNMU4W4ZLKysq+ffsqKiqOHDnS\n3d3d1taWkGUxER5/Bnfv3h0bG0vsXjIzMwcOHOju7j579uyKigp8oFV5eTnzoKvS0tLa2lr88fLy\n8sxZV05OTmNj46tXrzhZHhFBOheB68Fi1hmzAdbp64NNm4C/PwAAuLqCrvtCOeXg4PD8+XN+R9Et\nZGRkfPv2LSkpSUZGht+xIOwrKysjtgfr69evbm5uQ4cOPXfuXPs5d1NTEz62nZFy4UlYY2OjoaEh\nyq6QbkVQEqzOPkyYDTo6IDYW2NpyfWZbZ/zddvZet04qLi7OyckJZVeE4/FnkMAiWACAb9++ubm5\nOTo6hoSE/LFHU1xcXEtLC6/3wez58+eDBw/esmULqvaHdB+CkmC1nuiXnJzcWbIB9rSo0FhdDQid\nOvkvAZ9EiQiOuLi4UaNG8TuKLohnn0EajSYiIlJaWqqnp0dIgz9+/HBzczM1NQ0LCxMVZf/7wtnZ\n2c3NbcuWLRcuXCAkMAQRfILbYWttbU3sNGMBxFyhcfp0UFzM74AEBn7Gj+vaebbgKC8vf/fu3fDh\nw/kdCMKmjIyM/v37h4WFEdWDVVZWNnToUB0dnRs3bpDJZA5b27p16+XLl9PS0jgPDEE6BUFJsAR5\noh9X4RUa8/OBsjJwcQFfvxK/i874u8XP+HFdPs8WEA8fPlRRUem8y/4IMm5/BjEMO3jwoK2tbc+e\nPT08PEpKSn63zBHrKiurhg0bpqCgEBERQcgsyD59+owaNWrTpk2cN4UgnYKgJFht6izZAHuYKzTm\n5oKjR4GNDXBxAegED+GL+/fvu7u7o2HInU5BQcHQoUO3bNkSEhISFhamqKg4YsSIwMDAlStXZmVl\nsddmbS0YNUrW2DggOjpaSkqKqFC3bNly+/btDx8+ENUggggyQSnTgAAAaDQwfz6IiAAxMbxevAzp\n5iCE2trau3btmjx5Mr9jQVgFIbxw4cJff/3l5OR0+vTpHj164Nubm5uvXbsWEhKSkJAwePDguXPn\n+vj4sH6Nr6EBeHiA6mrw6BFQVCQ45qlTp1ZUVMTExBDcLoIIHnS2KkBERcHp02DGDJC3/jR49Ijf\n4SDdyLdv35ydnb28vPgdCMKykpJV06cHBgbu2rUrOjqakV1BCG/evLlmzZqzZ8+mp6dbW1svXLhQ\nW1s7KCgoOzv7j63SaMDHB5SWgvv3ic+uAACbN29OTk5++/Yt8U0jiIBBPViCAsMAfnEGQgC3bxf+\n31Zw5QoYPZrPYSEIIoAiI8HcuQXDhlE3bcLXMsKVlZUtXLgwOjp6586dCxYswC/4NjU13bhx4/Tp\n00+fPvXzSxk50mLUKPC7/qy7d8Fff4EnT4CGBm9eCYJ0WagHi//S0oCDA5gzB1CpAAAgJASE160F\n8fHgyxfw6RO/o0O6MuaSAaiER+fQ2AhCQ8G2bWD5cp3z55mzq5iYGEtLy4KCgqSkpMDAQMZwOnFx\ncT8/vydPnqSlZSopmc+bB3R0wNq1v6bU6OuD0NBfLbi6gvJy8PAhyq4QhAAoweI/MzMQGgoePgSn\nAz+CpqZfWx0dwcqVXC9CiiBI5yIhAfz9QWQkWLUK/FP2s7a2dt68eb6+vgsXLnz27FmvXr3afKqp\naa8DB4SKisCuXeDpU9CzJzh06FfFY8apnLc30NHh+otAmT3SHQhKodFuztgYPH8GNXzmAE8ZEBEB\n8FLalZVgyRJQUQEgBEpK4OBBIC/P50CRrqUzVvnvjlofCpi6mBpfvOjj7y8mIfH69WsbG5s/NiYh\nAaZNA9OmgdRUkJbWsuIxl8odI0g3hMZgCZKSEjB8OCCRQGwsUFICs2YBLy/g4wMAALdugbt3wenT\n/A4R6VLQkkSdw+8OBU1NYONGsH//iy1b+ixdyl61Knwh1MREcOgQKCgACQlEBv47lpaWTk5O+O0X\nL16kpKTwYq8IwluoB0uQqKqCx4/ByJFg4ECQnAxSU8GJE79+5O0Ndu7ka3AIgvBJm4eCpCQwbRpo\naACPHjkNGMDhHvCKx8+ecdgMq9D6XUh3gMZgCRh5eXDvHtDVBSUlwNwcREf/2h4ZicZjIYTrjFX+\nu6PWh4JHj4CjI+jfHyQnA86yqxYVjxEEIQq6RCiQKBRQWwuEhcHSpaCiAmAYUFYG+/cDjpe/QBCk\n86msbHkoOHIE2NoCT09+R4YgyG+hBEtQQQiEhPgdBIIgAqm+HhC3gg2CINyALhEKKpRdIQjyO1zI\nroKCwNOnhLeKIN0XSrAQBEEQUFlZGxOTwe8oEKTrQAkWgiAIAqytL8bFTeR3FAjSdaAyDQiCIAiY\nMmWKtrY2jUYTFUXfCwhCADTIHUEQBEEQhGDoEiGCIAiC1gdEEIKhBAtBEARBEIRg6Fo7giAIglb+\nRhCCoQQLQRAEQesDIgjB0CVCBEEQBEEQgqFZhAiCIAiCIARDPVgIgiAIgiAEQwkWgiAIgiAIwVCC\nhSAIgiAIQjCUYCEIgiAIghAMJVgIgiAIgiAEQwkWgiAIgiAIwVCChSAIgiAIQjCUYCEIgiAIghAM\nJVgIgiAIgiAEQwkWgiAIgiAIwVCChSAIgiAIQjCUYCEIgiAIghAMJVgIgiAIgiAEQwkWgiAIgiAI\nwVCChSAIgiAIQjCUYCEIgiAIghAMJVgIgiAIgiAEQwkWgiAIgiAIwVCChSAIgiAIQjCUYCEIgiAI\nghAMJVgIgiAIgiAEQwkWgiAIgiAIwVCChSAIgiAIQjCUYCEIgiAIghAMJVgIgiAIgiAEQwkWgiAI\ngiAIwVCChSAIgiAIQjCUYCEIgiAIghAMJVgIgiAIgiAEQwkWgiAIgiAIwVCChSAIgiAIQjCUYCEI\ngiAIghAMJVgIgiAIgiAEQwkWgiAIgiAIwVCChSAIgiAIQjCUYCEIgiAIghAMJVgIgiAIgiAEQwkW\ngiAIgiAIwVCChSAIgiAIQjCUYCEIgiAIghAMJVgIgiAIgiAEQwkWgiAIgiAIwVCChSAIgiAIQjCU\nYCEIgiAIghAMJVgIgiAIgiAEQwkWgiAIgiAIwVCChSAIgiAIQjCUYCEIgiAIghAMJVgIgiAIgiAE\nQwkWgiAIgiAIwVCChSAIgiAIQjCUYCEIgiAIghAMJVgIgiAIgiAEQwkWgiAIgiAIwVCChSAIgiAI\nQjCUYCEIgiAIghAMJVgIgiAIgiAEQwkWgiAIgiAIwVCChSAIgiAIQjCUYCEIgiAIghAMJVgIgiAI\ngiAEQwkWgiAIgiAIwVCChSAIgiAIQjCUYCEIgiAIghAMJVgIgiAIgiAEQwkWgiAIgiAIwVCChSAI\ngiAIQjCUYCEIgiAIghAMJVgIgiAIgiAEQwmWoHB1dW3zNoIgCIIgnQ5KsBAEQRAEQQgmyu8AkF/K\ny8sDAgIYt/kbDIIgCIIgnEAJlqBQUlI6fvw4fhtdIkQQBEGQTg1dIkQQBEEQBCGYEISQ3zEgCIIg\nCIJ0KagHC0G4Ak0LRRAE6c5QgoUgCIIgCEIwNMhdsNBotNTUVBMTEzExMX7HgnAETQtFEATpzlCC\nJVhERET69+9/9+7dgQMH8jsWhCNoWiiCIEh3hi4RChYhISEdHZ1v377xOxAEQRAEQdiHEiyBo6Oj\nU1BQwO8oEE7Fx8e3eRtBEDQFBOkOUIIlcLS1tZl7sNCRCEEQBEE6HTQGS+Boa2snJibyOwoEQRBu\nQVNAkO4AJVgCR1tb+9atW4y76EjUqf3vf/9zcXFBUxYQhBmaAoJ0ByjBEjgtBrmjIxHbXF1dGYOf\nmG/z0uPHj8lkMkqwEARBuhs0BqvDuD0oSltbu6qq6vXr1+vWrSO8cYTHTEw8hIV78TsKBBEsaAoI\n0h2gHiyBU1VVRSaT+/Xrh18ZREcitgnC1dW6uhVoSiiCIEg3hBKsDuPe13Zubu7GjRuvXLliY2OT\nlpY2atQoAhvvhgTh6qq+Pqit5cueEQRBEH5Clwg7DP/axikpKRHSZklJyV9//WVsbFxaWvr27dt3\n797t3bt31apVhDSO8NGmTWDvXn4HgSAC5ufPn9u3b6dQKPwOBEG4CCVYfFZbW7t582YjI6PXr1/f\nvXv33r17tra2AICAgIBDhw65ubkFBQU1NDTwO8xOCV1dRRDBFBsbe+HCBTKZzO9AuiBUOlFwoASr\nw4j62qZQKIcPHzYyMrpy5cq5c+dev349ePBg5gcMHDjw1KlTd+/e7d+/f15eHts7QvhFXx+Ehv66\njQ50CMKQnJxsY2PD7ygQhLtQgkWMrVu3QghZfDCGYWFhYSYmJn///feWLVs+ffo0duxYISGh1o80\nMDB48eKFvr6+vb19RUUFoSEjXKejA2JjwadP/I4DQQRMUlKStbU1v6PomvBRwjhUOpG/UIJFjNDQ\n0BkzZlCp1PYfBiG8e/dunz59AgMDZ8+e/eXLl3nz5pFIpHaeIiMjc/Pmzfnz57979w6g7l+2YBi2\ndu3aZ8+e8Xi/wsLg+HGwahWoqeHxnhFEcGEY9vHjR9SDxSXcGCWMsAclWMSIjo6Oj48fNWpUXV3d\n7x7z5s2bwYMH+/r6Dh06NDs7e82aNZKSkqw0LiwsvGXLFktLS+Li7V6EhYVFRUWDgoJ4v2tFRbB1\nKwgMBCz3byJIF/f169eamhqUYCFdHkqwiGFsbJycnGxnZ7d///7W1/IyMjLGjh3r5ORkYGCQlZW1\na9cuNk4sNDQ0AOr+ZZe/v/+rV6/S09N5szsMA2lpv27b2QEnJ5CfDw4dAsXFhO6msRFUVgJ/f+Dt\nDby8gL8/qKoidAcIQrykpCQtLS0VFRV+B9I1ock9ggMlWIRRUFDYsmXLhg0bzp8///XrV3xjUVHR\n3LlzLSws6HT6x48fz549q62tzcleUPcvewwNDQcNGhTKGHPOTdXVYMwYkJEBGAe3efNAbi6orASm\npuDECYBhnO0AQvDsGZg+HQQFgRUrwOjRICoKREeDUaPAypUch48gXIRhWFRUVK9eaHkDpOtDCRan\nWg+KUldXd3JyevLkyerVq3v27JmZmfnkyZPbt2+bmZnxL0wETJ8+/cKFCzQajat7+fQJ9O0LCgqA\nu3vLH23YAPbsAevWARcXkJrKVus/f4Jdu4CJCXBzA01NYP58kJoKvLx+/dTbG6SkcBI8grRA7KDP\nFy9e9O/f/9atW0+fPr169SqHrSGIgEMJFvHs7e0VFBR8fHyioqLCw8MTEhL69+9PVOOo+5dtY8eO\nrauri4uL494uwsKAoyMYMAA8fw6kpVv+VFgYzJoF0tOBgQGwtQVr1sCGhmZWmqXT6bGxsQ//+gto\na4MLF8C8eaCoCFy9CkxNgbk5iI7+9bjISGBhQegLQhBifP36dcKECYMGDbK1tf369evJkyenTZt2\n8uRJfseFIFyElsrhVOuVcy5evGhiYpKenv7w4UO8aigiCKSkpMaPHx8SEuLp6Ul44xQKWLECnD4N\nDh8Gs2e390hVVXDxIpg2DRw5csfScvmxY8eGDRv2uwfn5eWFhISEhIRUVlYu9fd3e/IEODoC5ooe\ne/aApUtBSAjAMKCsDPbvJ+41IQgBK4NVV1dv37794MGDgwcPTk5OxjvyZ86cKScnN2XKlKqqKr7M\nPuEjV1dXxrkx821CYBjWt2/fbdu2DR8+nMBmETZBhDODBg1qcbuxsRFCKC8v/+DBA76FhbTl+fPn\nZDK5tLSU2GYLCwtdXb0GDqx++7YDz2poaFi/fj2ZTJ4yZcqPHz+Yf9TU1HTt2rVhw4YJCws7Ojqe\nPn26pqaG2JgRhBWtj2+so1KpR48eVVFRMTc3v3v3Lr6RRqMxHhAXFyclJbVmzRoMwwiJtlPg5Ff6\nR4mJiaKiopWVlcQ2i7AHXSIknri4OABAVVW1pKSE37Eg/9G/f399ff2wsDAC24yPj+/Tpw+ZTL1x\ng9K3bweeKCEhsXXr1g8fPuTn55uYmJw+fRrDMADAunXrtLS0FixYYGpqmpyc/OrVq9mzZ8vIyLR8\nfnU1ePKEuNeBICwpKyv742MghHfv3rWystq8efPWrVuTkpLwDpXS0lIrKytGRbphw4bdv3//+PHj\nCxcupNPp3I1bYHB1Jvj9+/cdHBzk5eWJbRZhE78zvC7Lyclp//79/I4CaWnLli29evV68ODBz58/\nOWwKw7Bdu3aRSKQNGzYwn5d3FJ1OP3XqlIKCgouLS1pa2s6dO69cuYL3g7a5V/j0KfT3h5KScO1a\ntneKIOyxs7ObOXNmSkrK7x7w6dMnd3d3MTGx1atXV1VVMf8Iw7D169dLSkrGxsYyNiYnJ6upqU2e\nPJlCoXAxboHB1R6sQYMGbdq0idg2EbahHixuUVVVLS0t5XcUyH9ACFNTU4WFhX19fdXU1Hr06DFi\nxIigoKCwsLDU1NQ/FuJnVlNTM27cuB07dty6dWvLli0iIiJsRyUsLDxnzpz09HRtbW0bG5va2tpR\no0bh/aDMfv78uXv37qfjx/+aQhgRAbZuZXunCMKe48ePl5WVWVtbu7u7x8XFQaYSuj9//gwICLCx\nsVFQUEhPT9+xY4ecnBzzc4WEhLZu3bply5bRo0dfv34d34j3ab148cLX17exsZHFMNCaFq3V1ta+\nfPmynTGdCK/xO8PrsubNmzdnzhx+R4H8x/79+2VlZdPT0+l0enZ29s2bN4ODg318fAwMDAAAYmJi\nNjY206dP37dv38OHD9sZqpWamtq7d29ra+vs7GxiI7x3756mpuaBAwcYW2g0WkxMjK+vL4lEMjMz\nCzt8GBI9hgxBOiojIyMgIEBSUtLc3Pzs2bOVlZU7duyQlZV1dHR88eLFH59+5swZMpl86tQpxpaC\nggJjY+OBAwdWV1ezEgBX+4E6qaioKAUFBSqVyvtd6+nB8+d/3UZ/DQYhiJbw4I6NGzempKRERETw\nOxDkl0ePHo0YMeLmzZve3t6tf1pTU/Pp06ePHz+mpKSkpKR8+vSprq5OU1PTysrK0tLS0tLSysqq\nV69eoqKi165dmz179tixY48ePcriYkcd4unpaWxsvHfvXuYphBMnTpw1a5aDg0Obi4IjCF+UlZWd\nPHnyyJEjUlJSFApl586dEydOZPEtGh4ePnXq1K1bt678pzpuaWnpiBEjAAB37979Y513S0tLJycn\n/PaLFy9SOnMFuLq6OunWZV06bvHixcXFxeHh4Zw31VEDBwJ1dbB+PbCwAK6uAFUQ+oXfGV6XdfDg\nwX79+vE7CuSXr1+/Kisrb9myhcXH0+n0rKys8PDwjRs3jho1Sk9PDwAgLi5uYWFBJpNPnDjBpXlP\n9fX1EhISDx8+9PDwQFMIkU6hsbFRRkbmzp07+N3v37+z0okFIbx7966kpOS6desYn6aqqqoBAwaY\nmJh8+/YNQlhbW/v58+e4uLgzZ84EBwfPmjVr2LBh165dg12rB+vTp0+MWZac6N27N3OnIC8NGgTL\ny+Hw4bC6GvVg/QvVweIWNItQcNTX1/v6+rq4uKxbt47FpwgLC/fs2bNnz55jx47Ft1RVVX369Gnv\n3r3S0tLz5s3jUqgPHz4UFxcfMGBAbm7u33//bYEKhyICT1xcvFevXt++fcPvPnjwYMeOHays+zl8\n+PC4uDhvb++qqqpDhw4JCwvLycndvXvXy8tr+PDh379/r6ysBADIy8tr/8PFxcXKyoq7r4fn1NTU\n7Ozsrly54uPj09Hn0mi0V69excTEREVFNTc3UygUbkTICuaF7el0wMGoVAC4XC2MZ1CCxS1okLuA\ngBDOnj2bSqWGhoYKC/+a1XHixImLFy/il/+srKzMzc3bqIPwX/Ly8i4uLuLi4v379y8rK1NWVuZG\ntNHR0SNGjCCRSLPbL1eKIILEyMgoJycHv21oaPj161c6nc7KzA9nZ+f4+Hh3d/fq6upz586RSCRJ\nSUlNTc26urqrV69qa2traWm1+dnsSmtaqKio7Nu3b+LEiefPn580aRIrT6msrLx3715MTMzdu3fr\n6+tdXV0DAgKampqWLVumqak5evRoLof8H4zFVfGF7Z89A0ePAltb4OzMyygEEUqwuEVVVbWmpqax\nsVFCQoLfsXRru3fvvnfv3tu3b5kP087OzvX19SkpKSdOnEhPT6dQKEZGRlZWVhYWFlZWVlZWVnp6\nem0OJbGzs9PU1IyMjJw1axbhoeLr4O7bt4/wlhGEqwwNDdPS0vDbRkZGFAqlsLBQV1eXledaW1s/\nffp02LBh+/fvX7VqVVJS0pUrV96+fdutlsFYsGCBhISEv79/Y2PjzJkz23wMhDAjIyM6OjomJubF\nixcqKiqenp5nz551c3NjDOGSkJCYOHFiREQEzyq5Qwji4v6zsP28eSA6Gri6Aj8/sHMnUFVlp1nO\nlxAQCPy+Rtll/fjxAwCQn5/P70C6tbt375JIJOaiO601Nzd//PjxwoULK1asGDZsmJqaGgBAVlbW\n2dl54cKFJ06cePXqVV1dHePxy5Yt8/Dw4Ea0b968IZFIFRUV3GgcQbjn7NmzZmZm+G0Mw6SlpR8+\nfNihFgoLCxsbGzEMGzJkyNSpU7kQYydw5coVMpl8+PBh5o1NTU3379//66+/DA0NAQB2dnbBwcHv\n3r2j0+ltNrJ7924JCYn4+HheRAxhcDDcvbuN7UlJsF8/qKAAjx2DbFQJ7Bpj7FCCxS1UKlVYWPjd\nu3f8DqT7+vLli4KCwo4dOzr6xOLi4nv37u3atcvPz8/CwoJEIsnLyzPG4eLr7XBjMYoNGzYMHjyY\n8GYRhNuePHkiISHB+Mq3trY+efIkG+3ExMSIi4vn5eURGl1ncvv2bTExsV27dhUXF589e3bMmDEy\nMjJSUlKjR48+ffp0UVFRm8/Kycmpr69n3N28ebO0tDSLUw04ceQIFBeHrf9ceKUIOh2eOQOVlGDf\nvpDFZcSam5uzsrIgSrCQP1JRUWm/7wThnpqaGnNz8/Hjx3M+3a+pqSkzM5Nxl06n9+jR4+LFixw2\n25q1tfW+ffsIbxZBuK2wsBAAgE/9gxCOHTt21apVHW2ESqWam5sHBQURHV0nc+/ePSUlJQCAnp5e\nYGDg3bt3f7uuwz+GDBkybNgwxsMwDFu9erWcnFxiYiL34rx6FSOR4O3b/27JyYHDh8Njx/7zsNJS\nOGcOFBWFAQGwnd55KhVeuhSlp6cXERHBpYB5DyVYXGRmZnaeUXytq6TkvMHh74pOp/v6+lpaWjJf\n2iPQwoULR48eTWybeXl5AIAvX74Q22yb0FsRIRadTpeUlGRclgoKCvL19e1oI6dPn1ZWVkYLFVOp\nVBkZmWPHjrF+cvj9+/eePXt6e3s3NzfjWzAMW7x4sZKSUjuLGnHi/v37ffuuPHv234t/eXlQSwvO\nmgXbjPrVK2hjA1VV4b17LauSYhi8ehUaG8OBAx/s2rWLL4VSuQQtlcNFKioqqFIDX2zfvv3Jkye3\nb9+WkpLiRvu+vr5xcXF1dXUEthkdHW1iYmJkZERgmwjCG8LCwoaGhswTCRm3WVRX1xgcHLxhwwa0\nUPGHDx+ampr8/PxYryqsoaHx8OHDlJSUqVOn0mg0AICQkND+/ft9fX2HDh2amZlJbITv3r3z9fX1\n9VWcOfPXRNHSUuDuDvr0ASdOgDajdnQEb9+C9evBsWNARwfExoJPn3796M0bMHcumDgR3LnjtnLl\nSlHRrjP3ruu8EgHUolJDF5kWwROc/K6ioqK2bNkSGxuLL4DDDQMGDJCSkoqNjR0/fjxRbUZHR48c\nOZKo1tqH3ooI4ZiTKiMjI3wVKdZThH37JGxtL8yf78K1ADuNx48f29vbM2Y9R0ZG9u3bt0ePHu0/\nS0dH59GjRwMGDJg1a1ZISIiwsLCwsPDx48cbGxvd3NyePHlC1PEwMzPTw8Njzpw5QUFB+JbaWuDp\nCdTUwJUroJ3sSFQULFoEJk8GY8eC48fBlCng2jUAAFBSAl+/AiUlQqITMPzuQuvKAgMDp0+fzriL\nrsuwrvXvisbaRJT09HQ5Obm9e/dyK7J/zJ49e8KECUS1VlNTIyYm9uzZM6IabB96KyKEW7Fixfjx\n4/Hb+fn5AIDv37+z+NziYigtDcPDuRZcpzJ06NANGzbgt5ubm6WlpR88eMDicz9//qyqqjpv3jzG\n5UUqlTp27Fh9ff2CggLOY8Orb/j5+TEmNDQ1NY0Zs8DTs4L1S7v4IefdOzh1Khw4kPOgBFe3vkTI\n7fXY8UuEqampBQUFhDfe3Zw9e7ZXr16jRo0KCgoKCQl5/fp1dXV1i8dUV1f7+Ph4e3svXbqU2/H4\n+vrGxMQ0NjYS0tr9+/dlZGT69etHSGsIwnuGhobZ2dn4bS0tLXFxcdavEmZmgpEjwZgxXAuu82hu\nbn7+/PngwYPxu2/fvqVSqYxVF//IxMTk/v374eHhy5YtgxACAERFRcPCwszMzNzc3PDiQWyrqKgY\nPny4mZnZuXPn8KLNdDp9+vTpSUn3Tp9u6uilXbwqaX4+JxEJPH5nePzE1fN4Go02Y8YMvJs3NTWV\n2Ma7oZ8/f164cGHt2rU+Pj4mJiYkEgkAoKGhMXjw4IULFx4+fPj+/fvDhw/v06dPQ0MDD+Jpbm6W\nl5cnasLL9OnTp02bRkhTCNIaD/os79+/Lysry+g4MTU1DQkJYf3paWncCKrzSUhIkJCQYMwH3Lx5\ns6ura0cbefv2rays7Lp16xhbGhsbhw4dam5uXlpayl5g9fX1/fv379evH2PmEIZhgYGBampqvJma\n0xl16zFYXBqJAiG8e/fu6tWrCwsL8eWBe/fuTVTj3ZaqqurUqVMZd6lUak5OTnp6enp6emZm5oUL\nF9LT05WVlR8+fMgonZ+enl5YWDh06FBuxEMmk729vW/dujVq1CgOm6LT6TExMceOHSMkMAThCyMj\no5qamrKyMhUVFQDAypUrzc3N23m8vj7YtAn4+wMAgKsr6OSr3RDm8ePHTk5O4uLi+N34+HhGbxbr\n+vbtGxMTM3z4cAkJCXwBVnFx8du3b48YMcLd3f3Ro0eSkpJ1dXW1tbVt/l9fX996Y2NjY3Nz89u3\nbxkzh7Zu3XrhwoWEhAQ0Ned3unWCpaSkdPz4cfw2UZcI3717FxQU9OrVqyVLlgQFBTU3N3t7e6el\npXW9BUr5i0QiGRsbGxsbM5ZHra+v19DQSE9Px+sdAwAePnx4+PDhzMxM1kfadoivr++MGTMoFAqZ\nTAYAnD59uri4mEqlUv6Br73KjHnL2LFjg4ODAQBv3ryprq4eNmwYN4JEEMCTaQ3a2tpkMjk7OxtP\nsKZPn97+4/GpZLa2AC1ozuzx48ceHh747YaGhlevXm3bto2Ndpydne/cuePl5SUhIbFs2TIAgJSU\nVHR0tIuLS69evZhnX4mIiMjIyEhLS7f+X0tLS0pKCr/76tWrFy9eMOZ4njhxYseOHbGxsTY2Npy+\n5q6rWydYxMrJyVm/fn14ePjUqVPPnz+vo6ODb3/8+DFjnXmEe6SkpMaOHXvp0iUvLy98y8SJE5cv\nX/7mzRtHR0du7NHd3Z1Goz1+/Bhf9uvdu3dFRUViYmJkJtLS0vgNEomE32A8wMTEBG8nKipq0KBB\nsrKy3AiyHRBCKpUqKirKWAMb6aq4cTLZQlNTU8+ePUeNGqWqqiorKysrKysnJ4f/LyMjo6CwTlpa\nVE4OyMoCOTlgagqEhf8zlQwBANTV1b1582bPnj343RcvXpBIpL59+7LX2uDBg2/cuOHr6yshIYGn\n17Kysnp6etbW1suXL2dkUeLi4qycgk6YMEFbWzs2NtbLywtCmJSUFBYWxvZ76dkzkJ0NZsxg79md\nRrdOsFqvxw47Mq+Yoays7H//+9/x48eHDBny4cMHS0tL5p9KS0sbGRnNnj375s2bt2/fHjRoEMeB\nI23z8/Pz8vKqrq6Wk5MDAKioqAwfPjwsLIxLCZaEhISHh8etW7fwBOvUqVPstRMVFTVv3jxCQ2OJ\nkJDQ7NmzRUVFz507x/u9I10JhmHTp0/HMOzgwYNUKrW6urrmH9+/f6+qqq6rE6mqAjU1oLoa1NSA\nmBgAAFBUBFu3gsBAACG/X4BgePbsmaSkZJ8+ffC7jx8/HjBgAD7elD0eHh5Xrlx5/vw5fhfDsGfP\nnoWGhrb4kmKFvLz8jBkzDh486OXlJSQkdPLkSbajAgBcvw5qarp+gtWtB7m3lpuby7yi0x/V19dv\n27ZNTk6uT58+7S9uimHYpk2bxMTE7t+/z3GYSNtoNJqWltbZs2cZW65evaqsrMyobky4q1evqqio\ncFJ6GJ9plZubS1xQHXDjxg0dHV0qldPVhJBuLjg4WFlZOScnh5UH0+mQSoWMofYnTkA9PS7G1oms\nXLly5MiRjLv29vZ79uwhsP3k5GRhYWG2l5PPysoSFhYmpDT8qFGQaQh+l4USrP9IT0+3t7cvLi7+\n4yNpNNqZM2c0NTX19fUvX778u4XNWzhz5syQIUM4DhP5raCgIOZJNw0NDbKysnfu3OHS7mpqasTF\nxR8/fsx2CwcOHLC0tCQwpA6prW2Wl29ISODiLlDNLWZd8rdx/fp1MpnMWCcHYVufPn3279+P366s\nrBQREfnw4QOB7R86dMja2pqTFry8vObMmcN5JLa28PhxzpsRdIJ+idDV1ZVxIY/5Npf07NlTVlbW\n0dExKirK4jdjLyGEMTExa9asKS4uXr9+fUBAgJiYGIvtz5o1y8zMDPD8dXUffn5+O3fuLCgowMfA\nSUhI4AOzvL29ubE7GRmZ4cOHnzt3TlJSsvWQ9hYD29sc//7p06eBAwdyIzZWSEuTXVxAZCTgXwhI\n55aUlDR9+vQDBw6gwQ8cqqioSEpKYlyvf/Lkiby8PLGzo54+fcrh0eavv/7y9vbetm0bPpWBbXJy\nkw0M1gLQ3jzTLkDQEyweExERiY2NXbp0qbu7+/nz51tP7Hr79u2qVavevn27ZMmSVatWsbFsFpfG\nAyE4c3Nza2vry5cvr169Gt/i5+fn4eHBGJhFOGlp6YSEhKtXrzIGtrcY5/67jdLS0mJiYiUlJe/f\nv4dsDf4jxO3bgEYDELa9ghjn0LI8zPj+26iurl6zZs369ev/uPQKK37+/Dl69Ojp06czXhTbmprA\nP6UJuqmEhARlZWVGbYv4+HhXV1cCJ6BACJ8+fcphOZghQ4YYGRmdOnUKr/7AnsbGxvj4KwcPruEk\nks6Bzz1of2JhYTH/HxYWFjzee1hYGON2dnb2hAkTREREZs6cyfmaA/x9XV3bnj17zMzMGAUP6XS6\ntrb2mTNnuLGvqKgoEon04sULtlsoLi6WlpYO77qrhHTJi2JsE4TfRt++fXfu3Ml5O01NTU5OTq6u\nrhQKhZN26HSYnk6Pjs7mPKROLTAwkHn1LQsLi6NHjxLY/ufPnwEAJSUlHLZz6tQpTU1NTga2ZmVl\nAQAqWV9bp9MS9ASLv8cjW1vbJUuWFBcXL168mEQieXp6EjK+D/L7dXVtRUVFLcYurF69mhu/5KKi\nImVl5R07dnDYzpYtWwwNDZuamgiJqqP09OD5S1u9QgAAoQZJREFU879uc+Od2One6lwNWBB+G8HB\nwQM5XgEOw7BZs2YZGBiwXRkcacHExOTEiRP4bXxNm/T0dALbP3HihKmpKeftNDQ0KCsrM/c+dNTD\nhw9lZGQY58BdGKp/86/WSxNu2bLl1KlTJiYmL1++jIuLi46O/t3ALERw9OjRY8iQIZcuXWJs8fPz\nS0hIIHZFSDqdPnXqVGtr61WrVnHY1LJly5qamvhVyR2v9/jpE8HNYhhWXFwM2iqG0hkRtW6pIPw2\nPD09X7x4UVlZyUkjhw4dun79emRkpLKyMlGBdWffv39PT08fMmQIfvfDhw86OjrELgHC+QAsnISE\nxNy5cw8ePAj/VF2DSqUWFBS8evUqPDz8wIEDK1eufPLkCQDg27dv2tra/BoUwVP8zvAESOuTS3Nz\nc3NzcykpKRqNxr+4kA67cOGChoYGc/UEGxub7du3E7gLfJjn9+/fCWktJCREUVGxvLyckNY6ZNAg\nWF4Ohw+H1dWE9WA1NDRMnDiRqO5eHmvz8r0g9DwRhU6nq6urX7lyhe0W4uLiSCQSUQtx4rrSbxj3\nx1dEo9E+fvx4/PjxadOm6erqGhoa5uXlMX5KbJc2hmFaWlqXL18mpLVv376RSKSXL1/id/Pz8x8/\nfnzhwoUdO3YEBgaOHj26b9++Ghoa+AAyEomkp6fn5OQ0YcIEvErRli1b3N3dCYmkNYF6I6FB7v9q\nPf70/v37+PuyqKiIUZkdEXw+Pj4BAQGPHj1yd3fHt/j5+Z09e3b16tWEnDa9evVq06ZNERERGhoa\nnLcGAJg6derBgwe3bdu2d+9eQhrsEOZ6j1lZoK4O2NiwP+a9tLR09OjRZWVlvXr1IjRMHmmz6Dnf\nB6cTSFhY2MPDIzY2duLEiWw8PSsra+LEiZs2beJ8Fc5uqKqq6vXr169fv3758uWbN2/q6urMzMz6\n9eu3fv36GzduDB06NCEhAZ9/wPrkdFZ8/fq1sLBwwIABhLSmpaU1duzYgwcP9uvXDwAQFBQUHR2t\npaWlpaWlqalpZmY2dOhQ/LaWlpaKikqLofqFhYXa2tqERCLgUIL1r9YHVg0NDQihsrLyx48fUYLV\niUhLS/v4+ISFhTESrEmTJq1atSopKcnW1pbDxquqqiZPnhwYGMhYMoxzIiIie/bs8fDwCAgI4MvK\nqXZ2wMkJPHsGqqpA//5AWxv4+gIfH9CvHxAR6UA7GRkZXl5empqaL1++JPYbgr8IXGqmoqJCQkKC\nsSQ5X7i7u8+bNy8yMtLMzExPT09UlNUvgurq6lGjRrm7u69ZQ/AUsK6UwuJav6KbN2+OHz9eWlra\n0dGxf//+y5cvd3BwYExF9/PzGzVqlJubW0JCgqqqKrHBPH361MjISFNTk6gG//rrL2dnZ/xiX2ho\nKIlEYv3c9du3bw4ODkRF0oJgvZH424H2R1+/fj1w4ABvRsP9rmtxyJAhW7Zs4UEACIHu3r0rJSVV\nW1vL2OLu7r5s2TIOm8UwbPz48ba2ttwYk+7l5TV27FjCm21Hm/N4Skrg2bPQywuKiUF1dTh/Pnz4\nsIKVmWKPHz9WUFCYOnUqvwbscw9R1x0wDJOSkuKkMi3nKBTKyJEjjY2NlZSUAABiYmLm5ubjxo3b\nsGHDpUuXEhMTmT81zGg02ogRI+zs7Dq03AWLBOrKDiFav6LPnz+npKS0M+Ckvr5+0KBBlpaWZWVl\nxAYzffr0WbNmEdtmv379Vq9e3aGnNDY25uTk9OzZ89SpU8QGwyBQbyRBT7D27t3bv39//sawfPly\nHn/tIZyjUqnq6uoXLlxgbLl48aK6ujony9pACM+cOSMtLZ2ZmclxgG1IS0sTFRV9/vw5NxpvrbkZ\nrljR3gOqq+GVK3D8eOjqelJBQWHatGkRERENDQ1tPjgkJIRMJm/atKk7TA5iW2FhIQDg27dv/AqA\nQqH4+vrq6up+/foVQlhaWvrs2bPTp0+vWLHCy8vLyMhIREQEAKCtrT106NBFixYdPXr00aNHRUVF\nGIatXLlSXV2dS8EL1PciIdh7RbW1tU5OTnZ2dmxXMaipqQkPD582bRrz+aSBgcF5xmxhgly5ckVR\nUbGuro55I4ZhVVVVaWlpcXFx586d27Jly/z58728vGxsbBi1SfX19V1cXKqqqoiNBydQbyQhKNjL\nbM6ePVtISOj06dN8jOHChQv/+9//8NIdSCeyfPnytLS0e/fu4Xfr6ur27t2LLyPPXoPp6el2dnbH\njh3z9/cnLsz/WLBgQVJS0suXL7k9xQZCMH8+aGoCoaF/fnBjY+P9+/dv3759584dCoXi4eHh4+Pj\n6ekpKysLAIAQBgcH79q168yZM35+flwNu7NLSEjw9PSsra0lsIAk66hU6sSJE9+/fx8fH6+vr9/m\nY5qamrKzszMyMjIyMjIzM/EbdXV10tLSZDI5OjoaH3aDcE91dfXQoUNFRUXj4uJkZGRYfFZhYWFU\nVNSdO3fi4+NlZWW9vLzGjx+Pr0P/7ds3HR2d3NxcPT09AuOkUqn6+voDBw7U19cvKioqLCzE/6+t\nrQUAKCgo4GOw8P979OjBuN3U1DRy5EgqlRodHd3Fx97wN7/7o379+u3bt4+/MeALZP6u2xwRWO/f\nvxcRESFqol9jY6OVldWUKVO42kPz48cPGRmZq1evcm8XuEOHoLQ0/Py5Y8+iUCj3798PCAhQV1cX\nExPz9PQ8fvz4uHHjlJSUnjx5wp1Iu5RTp07xa+nJFn1XrKPT6QUFBbt37xYXF+feuukIs/Lycmtr\n6wEDBrToH2oBw7CkpKTNmzf36dMHAGBsbLxq1apnz561uAp56dIlHR0dwg9cycnJysrKtra2o0eP\nXrhw4fbt20NDQx89epSZmdl+2BDC2trakSNHamhoJCYmEhuVQBHoBAvDMDk5ubi4OP6G0dzcTCaT\nGVNSkc4CwzAzMzOilqNftGiRoaFhdXU1Ia21Y9u2bfr6+o2NjdzbRVwcJJEgJ7PsaTTa8+fPly9f\nrqamZmlpyaVrpvxCpWIZGWUNDW1cTabT6fX19Swu7t7aqlWrxowZ084DKisj8/MX5Ocvysub09j4\nhb29tNZmdnXq1Clvb++VK1eePXv2xYsX7VcJaWhoIJPJnCxagHRISUmJmZmZm5tb64vyzc3NcXFx\ngYGBOjo6IiIiLi4uu3btysjI+F1Ts2fPnjp1KrHhvXjxQkFBYf78+WzXMKLRaIsXL5aSkiK23odA\nEegEC68MWVhYyO9AoJWV1enusPZ3l7N161ZjY+PExEQOh11HRkaSyeQ3b94QFVg7GhoatLW1d+/e\nzaX2s7JKFBWxbduIaW3z5s0eHh7EtNVJeHl5zZ8/n73n+vj4tD8uOCvLvbn5G4Swubmwuvo+e3tp\n4Xd9V8+fP1+3bt2YMWPMzMzIZDIAQFVVdcCAAXPnzt27d29sbOzXr1+Zvz6dnZ2JLSaHtK+4uLh3\n796enp7Mh69Tp07JyspKSUn5+vqGhIS0s/TN169fDx486ObmpqOj06dPn9zcXKICi4uLk5KSWrNm\nDee9YgcOHCCRSAcOHCAkMAjh169fd+/ezeHyTUQR6DFY9+7dmzRpUkVFBd9LvjbNny8GgNCJE/wN\nA+kQCOHEiRM/fvyYnZ0tLCxsampqbW1tbW1tY2NjZWXF+kLdRUVFVlZWq1at4rxoO4suXry4ePHi\nL1++EF4mu7Kysl+/fh4eW/fuHcfep2rLli22trZeXl743Y0bN3769On27dtERikwoqPBPy+UeWP0\n5MmTi4qKWBkfU1VVhY9kysrKyszMfPv2LY1G69mzp5ycnJycnLy8vJycnIeHZs+ewiIiciIiChIS\nphUVYXR6HYQUJSV/CQkzDl8ClUqdNGlSYmJiO+OuAAA0Gi03N5d56FV6ejpeUcLFxSUuLg4AsH79\n+g8fPsTGxnIYEsK6wsLCgQMHWllZXbt2jUQiAQA+fvxYVFQ0ePBg8bYWx8Yw7P3793fu3Llz505K\nSoqFhcXIkSMdHBxOnTqVkJCwc+fO+fPnczj+78aNG35+fps3bw4KCuKkHYbIyMgpU6bMmjVr3759\nIh2qCtOWwMDAHz9+3Lhxg5DYOMXvDK89e/bs4fsUwl/27oX9+vE7CKRj1q5dq6SklJ6eXl9f/+bN\nmxMnTsyfP9/BwQEvQWRgYDBmzJitW7dGRUUVFhb+7lSMRqMNGjRo2LBhbF8VYgOdTrezs1u8eDGx\nzVKpVHd3d3t7+9/NBGSFs7Pz/v37GXeDgoLGjx9PQHACoMWyjBcvQj8/ePFiy4fRaDQdHZ2TJ0+2\n2E6lUjMzM+/cubN79+45c+YMGDBATU0NACAqKtq7d++RI0euXLly4MCB5ubme/bs2bhx419//TV9\n+vTRo0ffuOH/+bPtp0+GyclaRUUb/9lLTWbmEDq9ua7uHYaxOfWVQqGMGTOGjXFXEEIMw0pKSp4+\nfXrnzh18y71792RlZTmch4t0VG5uro6OzoQJE9r5zTc0NERHR8+bN69Hjx6ioqKDBw/ev39/dva/\n62djGHbhwgVFRUVXV1fm7R119uxZEonEWDORKO/evdPQ0PD29uZwrDOdTtfS0mKePM5fAp1gzZw5\nc86cOfyOAkII4cOHUFoa8vArFuHQ0aNHJSQk2ix5QKVS09LSLl26tGLFCjc3N7wakKqqqru7e1BQ\n0JUrVzIyMhjp1NatW1VVVYuLi3kbPoyPjyeRSMSObVqyZImmpmZRUREnjdjb2x89epRxd+nSpX5+\nfhyHxiPtT+EeMACOHw/xBX7wHx4+3LIFDMOam5vXrVtnYWHx7Nmzs2fPBgUFjR492sTEBL/KpqKi\n4uzsPGvWrJ07d0ZERKSnpzMPDE9NTRUWFm5nuExJycmcnHG5uTO/fp1SURFOpzckJoomJcl9+eL9\n48ee+vr3GMbqkBdOsqs21dTUiIiIvHv3jpDWENZlZWX16NFj2rRpLU7zSkpKQkJCfH19paSkZGVl\nJ0yYcOnSpYqKit+18/3799GjR0tJSR04cICNM8a9e/eSyWQuTcHJy8szNzfv06cPJweot2/fioqK\n8mXNsTYJdILl6OjIfK7MT6WlEACYlcXvOBCW3L59m0Qi3bp1i5UHYxiWn58fERGxadOm0aNH6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e3Lt3b+Zc6uHDhyQSibvnDBBCCL9//66srNziIru/v7+VlRUrCyxWVVVt2rSJeXFGDvvwO53O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"prompt_number": 70,
"text": [
"<Image.Image image mode=RGB size=800x1000 at 0x1082DC5F0>"
]
}
],
"prompt_number": 70
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"ref = Chem.Mol(cdk2mols[0].ToBinary())\n",
"probe = Chem.Mol(cdk2mols[1].ToBinary())\n",
"v.ShowMol(ref,name='ref')\n",
"v.ShowMol(probe,name='probe',showOnly=False)\n",
"v.GetPNG()"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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IiJ0EYN/l/Xt56qmnGj7fY489IiLi1pwIXNLHCKxFX712f+YcdNBBPVoNw8AWcJ8ccsgh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\njAAEAEiMAAQASIwABABIzP8HvtWEbnBSRiwAAAAASUVORK5CYII=\n",
"prompt_number": 71,
"text": [
"<PngImagePlugin.PngImageFile image mode=RGBA size=640x466 at 0x1082DCE60>"
]
}
],
"prompt_number": 71
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"AllChem.CanonicalizeConformer(ref.GetConformer())\n",
"builder = SubshapeBuilder.SubshapeBuilder()\n",
"builder.gridDims=(20.,20.,10)\n",
"builder.gridSpacing=0.5\n",
"builder.winRad=4.\n",
"\n",
"refShape = builder.GenerateSubshapeShape(ref)\n",
"probeShape = builder(probe,terminalPointsOnly=True)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"generate all possible"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
"\n",
"Compute centroids:"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 1149\n",
"remove points:"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
" 1149\n"
]
}
],
"prompt_number": 72
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"v.ShowMol(ref,name='ref')\n",
"SubshapeObjects.DisplaySubshape(v,refShape,'ref_shape')\n",
"v.server.do('set transparency=0.5')\n",
"v.GetPNG()"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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FRa0ZxY6go85IVYGY3I+WaZ5lmes4mG+jBgXaXIZLon20ZW3fW2+9FcaYkeHidu78dRgD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\nbA9ZmmGQDXDCnvBChYT+Ovkv48T3k/tenlyOzWY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XSppDYBUAavLl6XIBkJ8z\nAuDp05pqBOJ7UfDtvjmHGV4PSD4Y8qWphROaNOtf6CEimJPwytdLSbfNpA9qKB08f0KWPxm/1xUW\nPxd/oOR0fGcBbVp83/nJ949A4OteeDPe+cn34x2feP8IBFIXMeOm/RpcgylMoYWW60ev9EctaQv1\n0HPw17d9/Bh+DMdxHN/AN8Y6L+lyeznm7Tx2YRcaaAzhDwkaaOCT+CTOtec61y1BXjNpunUNM4QO\n14UMTUXLYII+6ibGmHx5a2srBnaAI/0jZfAjGLRDN3APPSzYBSwWf0A9wH5V+1VYSBdy93G2gL/C\nX40cK+93X9j8Zco/fvhzfG12LVpZK+9+J4ODvcyWARAAEpu4eo0/hh/DI+YRfNN+04Uln0m5jsfT\nB7QhTfKsStiT4fk+frXz0W/5wif5PBiyXz9pWbXW4tJLL8XMzAzOPfdcF3an0ykdx5ep+xfal4/a\nwveX6dOkbffBjQ8OeTh87rsnNGn7+uJJ8M3PRRY/mlPettvtkvu92WyOhFn1rvHFdSXlyxcgj98b\n3vAGvP3tb1/Rc0bpWjMWwGc84xkjDS34l48P2Eg+eOHLdd1BVVMd4COFAFYu028fCGuFjfZVWhUO\nz5tQfsnwXvfCm2ESDyzD4F1/+oGR82ia1BJYpUtwCTZhE6btNFrIG1UQeJHlrYGhJc4UrVpTO+wH\nr2d7DgRP4ASO2qP4Hr5Xy+L3GPsYB37u3OycDTTQy3r4O/t32GQ2YdbMYjqZLln9aE5gSBPde42k\nMYTCZAiCSVEHk1rnDjBAP+vnjTvsAIezw64DaAJCqv/3iH0ED9uHcTfu9t53QLkj4Td23ohe1sNC\ntoCFdAFLdglLdgmfwWdK9wyfa2HSi1BanGh+eXo5ptNptNIWGmkDSDGcsnxuMgOTGSCDGyElTVIM\nzACDZICBGaBnevin5J9GAEEua429fP28velNbxpZd+zYsZH78k/+5E+896yWZl63T3tO+bXgkvnM\n4y/dwGRx6vf7rlNtrR83rYEIv46tVsuFx8MmtVqt0v1Drbn5ftxa6AM6rZwOrUuSBDfccMMI9JEV\nkK+TwBeyCMp1BO2hDxu+X5UVkKyz1HiGLIHSAsjLce18XKG8HBcOtfcP/3Dh1sB3vvOdY4UdNb7W\nDAA+85nPDAIglwZNVQ9tqFBZKQCUwFS1zH+HoE8WVL5z8t/aC0t7odQBwNe96Oa8p5Gi/pkM/12f\n/IA3HT5JCDRmCHrjQuAO7MCm4m8KU2jbdt6qFqMQRkDIlWbDlrQ0J4vgol3EERzB1+3XS/nL55fa\nSzGPeczbeXRsx1n83DmRoG9zuPxL+5fYaDdiY7IRc8kcZpPZYeOPAgBbpoVmkoNfy7RKAEhWQHe/\nmnJBTla+1OZp6dshBNK0hCUcwREHbY/aR3GXvUu9fvKjAQBe33j9cBurP8mnP83+NPjBw9dpL8Q9\n6R5Mp9MO/pI0QSNtwKRmBAJNmsOfyYbPtU3yfBgkg3xklQIEDyQH8A3zDfW518ofnzXJB4DHjx8f\nuT/f+973qvcthwI+971ktftP5itf1tLBw6O6lrwOoE8cVCitsl62XKZ9SL1ez1kAtXRMCoCh7Tfe\neOPI/Xz77beX8kne31UwyK+ddr1Cx2nAz+tZ0tjW1Gk2h0CfC9j3DuDXKgSAGkzWPY8Gf7QcAXD1\ntSa6gXn605+uvhj4QyYrRms3nVY5nT8EFP64kwaAGqCRlgN/2sPpWzfOBOiVzase4l954Su9hTww\ndPlWgamUVkeQwE+DPQ0KAWAndo7AXxttdNBRl1to5WDG/qS1rYUWOuhgGtPYhE04H+fjOlyHx9jH\nlNJ2kb0IP4ofxZW4EhfYCzBjZ3L4ZH8WNm9da0/gUftoDoZFy93E5MvNpOncv9yix+HOuXkDI3QM\nM3+4qLnAm2hiIzZiDnOYwhQWsACgft3KQTbIobmYjDWYTWaxo7kDO1s7sbO5Eze1bsLPNX4OzzXP\ndWH7nnE+32a34bzsPMxkM5jNZtHO2mhmTbSyVmlqZs0c8rPc0suHzWsUf03TzBvZYAqzdhZzdg4X\n2YvwDDxDtWbxuGlx5aqTV3WkWZR8Vj8eV1/ZUPUxy4+jblrITatN1G1Mp9PB1NQUOp2Om+Tx2jKd\nqwpi6+ZnqDzVtvN6fzRxKPTB0XKMASFrITCsg85b+HJjh3S9k6s49L7R8mXce9QXvmYY8FlC+XLU\n6mtN1AGULwQ5SZcIX/a9TGTh4ivkJwE+KR4nLU1VhZYvT7Tz8jyoe2zo5eL76v2VF77SLRtjCqaw\nru7cO4u6edp1COULl1YnkOr9heoEcm3GZteJcpv9tdBCG+0S+ACANUXe8Sw0KAFVRuPqFmPfGmsw\nj3mcj/NxJa509ejI3ZraFI/YR5Ahw7k4143asWgX0bVdHLaHXb27BImr30eQR3X+yL1rTBnw8iiW\n/0pdvrgksUTZ4eSO4YBUWCktLPbZfer10a7b9bgei9ki2miXADSx+bPSMi10kg42mA1YsktYtIu4\nPrseS3YJn7KfUs/D77sZO4NpO41pO42mbaJhG6UpsXmjHmtt7va1GHZIXQyJR7BM9R4T5OlsmAYs\nLDq2gxeYF+Be3ItvmW+5tFbBn1YG+J7TOgpZnOpci1AZw8sxH3wDQLPZHOucWtx96QlZyzRrYUjj\nbJfX4bbbbsONN95Y2v+GG27wuoO19Pmgjqxymlu7KgzpnqZ86Ha7aDabIx/r0gWsfRz43kXj3puk\n0Me/vL4SBKNWX2sCAH1fDRxefPAnt8k5H3LIB3wS+qq2ybjLOPH4a8v8WF/BXvfFIgsCWZDJQrcK\nAgn8VNkc2nh86hTeIRBcDgQ+Bo8pwR/NW7blILA0dBovlERUOFzRSBum6CbGwqKJJnZgR5ENtjwc\nGq2j/ISFsQYd20HLtjCDGXfMd/Hd3PLHunahhh8Oprhb1wxdrbyxB4dDiiNPy0j+FyCYIHEwRXF+\nNp5dypcSSJph2jJk2I/9mEEOabN2FjOYycNNEgeBBLYzyQzmkjksJblb+BX2FVjMFrFkl/BZfNbF\njZ59svxNZ9NoZk00sgaSLEEja5QmaghC8EdzaiDDYZdc4pQmWwzd1zANnG/ORw893G3udvdn6CNR\nqs4L9Y//+I+927Tnr658UEfLGvzJY+nZbbVa6kezFl9tLtdxVzG/vhKS6qR5nHz3pVPbri1r63xp\n5kBGadUaH1YBIb1f6Pg0TbFt2zacOHHCjSxC6/m7DAB+/ud/3oVB9Uy198G4Hyl1rjP/zSfeej9q\n9bUmAPAf//Ef8YxnPKNUYHAglHBVF/74F1aoYB8XCEnLgT+pcb7S6n7JhYBPK5Be+4Kb/C8Ba/HO\nP/3ASPrH+ar0geA7P+kHvRAEbsZmZ+njFkBa10LLgZ61+YvfwZJFCQITk7gxbI3JrUdA3oky1eOj\n4+TLUv4my5stLKb8WM3N20gapUYdXNzKJq2CdC5n1XSrbMkCyONDIEjxJoumOGkJAgleXWviAgb7\n6OM4jgMWmM3yuozW5uMkcyBsmzamkimkJq8ruJgt4mX2ZVjMFvFJ+0lYa7HZbsZsNptb/rKmCn40\nIcuBL7PZsD4nAa5NHAhaWFiTj5FsTXH9EyAzeaX9KTOF88x5rvEL4Aeruhrn2ZTzSawmvnhL61Io\nTY1GY6Qxh1bO+WCVQ5GWBp9lyJfecfLdB32y/CUrIN9244034rbbbqsVvgRCWpbvBl+5EJrzPKfz\n9Pt91Qr4qle9Kph+GddJymctnnKZx11eX/7ujlpdrQkABIY3k4RAud4HgbSO5prroy7wadB3yy23\nuEL1Ax/4wAj8kcYBv3Ggryocrjrgxwue7dtfUxz56Eg4xpiSu5fWa+etmxbt+BDoaduuw3UO9Aj2\nmmjmdb+KOQBnxUtMUoZAY8sg5RKRb6djCf6MNQ7+eDqqQNDBWCHp/iU4oc6aLcRLhcXRkOvXsniz\n+OantO7cI1OxPbVFpXNYtGzLXQs6F0EVh02yAvJzyLRRvPq2n9d1TBplIDQJZpNZzDXnsGSXsDBY\nwMuTl+NEegJfzb6KWTubQ54dnXgH2pnNoRzIQZDAXXaVY4xxeQqTX3NrbClv5zCHp5in4Ev4Uu1n\ndyWeWWD58KfJ97HL53IZGLqCJTSEPhj59pD3JgR/40CKb7+65ehtt92GX3ju9aV9f+G51+OPPnPn\nRHHQ3iOADkpy7ltHdQCttRgMBmg2m0jTFDfddBPa7XYwXvK8tK6q/riMsw9Wte2+KQLgqdGaaAQC\n5FZA+WDQjSQbgMhCRW733eTyC7mu21duf+UrX4lXvvKVamHAf6+Exn3ZaA+ibPDBpyH8la0+pHeK\nOnfai2rSF6KMS6jxh9xmYFxlf1fLj1reFp0/lyxmNgcUAjlyDcvGIHS8tCYlSHAAB7CE3J3ZtV30\nij8aUo2PzcvdjlzOAkiWRlPuo69kaeNAWMS1BHu2bOkr/VZE9RVp3F/KRwmZQPX9GwKWB/Egjtvj\nWMqWMMgG+ZQO52maooMONiebsT3Zju3JdmyxW5yFL8kSJFniunfhk81sKa10TRvyzwwbgri+Flmr\nbJo30cRmbMaVuFJNk/ZSlb99H5p/9Ed/VJl/PrCqUqis0co87VhZ3vFGHHIMW98Yt1Xha0AwSXq1\nc2jljlbu8zj90WfudHe7KaZfeO71GEe+eMt8lceEQJrvA+RD7d1444246aabcNNNN3mHj6s6L9/H\nB35VYKrFz3csf+dErb7WjAUQgIM3uql4/0o+kJMWwFDBQHPfF1FVS18eNwJB+v3+97+/dJ4qhb58\n637RVoUvCxgOgTt2vFY5CM4t+q5PfqAyzitlCeHhv/3j73OjjFDI0hL4t5/4MjZgQ6lRA5+XoEYC\nEXOBUiOP/FzF1zLrMzAxQ1Cg8A/j8KiVjYUtZYr6h7Bw9f1oOLfM5MO0pWbYN5/stJlG7aA5j3vZ\nEyxOLsCQwk3ZH1nGSvH0XJfassB+sx+z9GfzacbMDOvpmRzusiyDyQw+1/scNmYbcygvgI5PBHoE\nfQSB1CE0suJeJEsg+zMwZRhnb38DgyaaGNgBtmN7Ka3cGsafeb68XE0Kf5pCICrLR/4c83TwEZe0\nFzuPp8/dy8OXH+j8+OXAbhWEh44tlth8suso84XW1TlO7iuXf/7nfx6NRgNHjx7FYDBAu932NgbR\nxO/TqniE1lct+yx/ND3taU/D5z//+WA8opanNQWAn//85/GMZzxjxIoHlB9yWZD5CjSpUAHpmzgU\n8nAkeNLg7x/4wCg41dFKQB8pZMnYseO1IwUXP6e0+MmXB4+rloaV0DsKCGQ86iDw45/4G2zDthHw\nc5ZAPsqHRdldaof5wMGM9rfWDl2JKMMftzA+iAeL4IQbmcKT+VCso3p+SOBgbGAHOY6ZFAmSERCk\nFsepyStVS8AlV+iIirRyqyT9DczAnfchPOSskeQ2pT+qj1hKowdy+V8ffdyLe7EFWxwIztgZzGEO\nM3YGTeTdg9gsf2G0staIRc9N3PJXNPwowR+DcIJAF44xJQgczaK8cQ9B4FPxVPwz/ll92flAUD5H\nc8frVX5fCfirU35R+L5nU9smj+XxldY8eZxmIQq1AK5Kn7Ys0+6Lu09/+Jk78Is/+/LigHz2C899\nGf7w03fWipeWxpClzLeOh3XzzTePWPnm5ubQ6/VKrmDeGCQ0vrR2j/ryRotr1bJMuwaB27Ztw5Of\n/GT0ej187Wtf88Y1anKtKQAEgEcffRRzc3Oq5a0KAn1fRr6Ccdx1voKLb3vlK4etaKtgcCWhj1QH\n/nzbfVa/qriudBqAIQRyvf5FN+NTn/j7UktPCYEUZz6VgJDcwcaU3ancqody/3kOCk3eMGGb3YZF\nLOIojuKgOYj92F+qF7cFW2DssL6eMbk7uZk0MWfmchgzQygbFH+l8/F5EVdrLBpolGCrZBWEcfXy\nRiDSlIeAS01+7sM4PAxNgUCedyNyRrWh5Y10L+7FfbgPAHAFrhhaAzGLWTOLqXQK7bSNzww+g2k7\n7UDOWDO0BGZlK6C1tlwXk1k4eeMZHmdrcysnXQ8e3xQpGrZRgsBrcS2+gq+UXthV8FdeR3HwS4O/\ncS1iWjnFt9EyP+dynlEJhNp2HxiN0/1LnQ/4OjAYgkcA+MNP34FfLFy/ZkwI1KCPr9f2137ffPPN\npXyR17TVaiFNUyRJ4qDwve99L9rt9sjILpq0d1Ydy1/Vb991ltd7enoa27Ztw5EjR3D11VdHCFwF\nrUkAnJmZqQVnmgWQq87Xcd115OK11jrI81nRSGQVpGNl3FZavgJp587XIsuocBotAA4fvjUY7qkE\nP653fPx9eIOAQAIgIH+RO+tf0T9cCFRKy3YITK6hgDiGoIa7hXlDkw1mAwA4iyDpOI6XG0oU8wQJ\nLrYXo2Varh5eKv44TCUm708QKK5l8SchjYug0IFeUR8xRerqG3LwPIETeBSPOqtnwzTcuSVs+mCQ\nWyV5fOh+pL72aKi+GTuDKTuFTtZxgOdg3ZrhqB4FCI5YMAyctdQBPrMeOjDE0KpILt/E5kPFuVbC\nsK6/wSaa6NneyEvZB4KzR/pIjIFJEpfqRwvgfOtHy6N/SBiT80msYnK9LL80VZWZIY0TT81iGLIm\n+RRKb2h96J1A+oNP34Ff+tkbStt/4bnX4w8/fYc3PuNAn28bvRe0OPH3TrM5HAHoAx/4gKufmWVZ\nLQDkceE9aoyTNt9vCX38PNziOzs7i16vh0cffRTXXHMNvvrVr9aOd1S11hwAWmvx0EMPYcuWLZVW\nQGB4Q/O6K9rDNy4EyvUUN2AIdDfddFMpDP5y4PvfcsstAIDPfnYGhw+/ZyR8KV98xs1HQFr9Rr/C\n68CfL35V+62EZAtgCRvcauZklYlto32p+5QS/ElYtMwaaPKWqC3TQh99t5uEMCl+P/bQc6OFpGbY\nIGOAgbNmZiYHNnLvWti8BSuDSW5xk+d34/0y4HMuZ+RDojm3sEnxfXw/D8djOeJ5xGGZ55vMfy2M\nvWYvAGALtmBXtgsd2xm9ThlKdQHpeo1YdAjokI+B7OrtglkIgVLdQapTkNhhi/AMmQP6gR0M0ybg\nj6eDX9MMgGF1lS1sCVp9Ghf+NLir+riV5d8k0KeFVSdtHP7qdv+inYdfBznxuIWAi6dDrvuDT9+O\nXyJ3cKFffO71+IMKCJTnqrqer37+jchXW5xk66XXyphhFz4f+tCHsLCwAGPMCPCNcy25y76q/uA4\nFkPtOmsjdm3YsAH9fl5eRghcWa1JAMyyDEtLS+h0OrWtgPJ4Eu0nG5hUAV/oC5r0oQ99yC3ffPPN\nXiji59y5M291e/jwe7wwulzpVr+yi6oK/DT5wG+14I/CJQi84xN/kbtXmaWJg5A3HJTdvU5kJXI/\nh9BQ2qfItAR51yZNO3zsnPVJyQPpErHWoosuOraDHnpo2nysXwds4m+AgWqdJFCU67n1j1v6MlOG\nQALB1KToojsKVx7VtdrQvjIsOv6oPYpD9hB22V2YslPDF0k2tAJSXU73fFCDHTN04RpjXJ9+rvPs\nhD1LdI8wCyO/5nTvNG0TTdvMc1pYNHi+SEugFw7hB5HQR6pPvjIiBH+h6+GDh3Gvb1W6OATI4+TH\nsu8cEva0c/HrUbeRxKTypVtuo/W//Lwb1essryflUZIkeN/73gdrrbP48aHgxo0rzxcS78C6Thq1\n9SH400Bw48aNpUadUSujNQuA/X4frVarEgDp4ad6Ej6o4/KFGdpHFljyHB/84AcBlOsASvFj5udf\nW6xLcOTIe2rFqUrWWuzY8RrxwA/Bz9oc/MYp6LW4h9atlt7xiffjHJxT6t+P/sgiVoqbYpUruSdF\nnb8RFzDbxoGDuxPrwJ+cDuIgOraTW5wwQB99tNDCAAO00Cq5b0PpkWk2yJ8Dfrw11oGfswayBiFL\nWMJ3zXeHYYxxPX2WAs3yp4EgBzJYlBp0GJRHQxmBG1N2B5PVpAR+BjCJcS2uXWtqellnuQUQwLDj\naMusmyLuEv7opZ0kBuDXxgJv+cho9y8+S5aWlyRfucfjVQVyWt5LEKxjTQqVGRwEqKECLWv1/7Sw\ntHU8nj7g49BnrcUb3/jGkXvmd3/3d9Xz0T3z+39+u2sUQrkQsgJq8M6Xf/l5N7B9SkcCEPdqMae+\nZSleFB65fKsAX4tjqGNmeV9rx9cJPwR9cj43N4eTJ0/iyiuvxDe+8Y1a6YgKa00B4Hnnnedu2DRN\nXW/oEva0FwMNPaN9WdV5aDTw4ueU+8jjSASCwBAGOaTysGjaufO1MMaUQHBcWUtWP+5uKVv9Dh16\n14rA36RxXK60umZUkT+1qYNDF09m+aO+9yT4uRKfWwPL2TcMC3AdNrvthrmUGRjIibYDQNd20TEd\n9G0Of330nSUwQVHvjSx/JbYou1+d5bOIu+xCxtX7Y40/yAW8WPwB1eA3iWUoBILuRU71/wj+aB/G\nVO45ITcwwV9iXP67FypdCwF/xhjYpAAH6nSbudRpXGceVw1WeFngXqwW4AOxaNYemQ9an5xSGvj6\nALAODErQ06xqVdKg3wcB/X4f/X7fWa9kvvE4hc4n4yzBWS5r4Wl9w/KyGAB+/89uwy/97Mth3UfE\nKARq0Ee/X/38GwuPS1bMUXzQ5F/eebCJOzeQQ5+8LvL6NJtN9Pt9/UOoIt84/Ml80aykVdeCL48L\nfzTvdDpoNtcUtpxWramclDctfUUC4fou/GbWvq74F6MvLDl2oQQ/DfrkOvkAffCDH4S1wy5ifIV3\nGQTzY3ldwSrt2JG7lbXuGWxh9ZukY06tsNEKn1MFgw/gAWzGZuf+5O5OB3tiapjG0E3ML4/BsL5W\nAVrcokcuR+pbjixozjpH+zEY5fetvJf5/XHQHsQ0pp0FsImmg0EeN5uTnQqDTdPM0124q9XuY0QL\n4BQp+uhjEYtYwALuwT1jX7sQ4Mn9NOsTza21zvLnrKsFxBHEwqA03BtZBrkF0Ll8DUpzvs11vVOA\nHwfBNEmBBMOh4kQaJYDQ+v/tFbmlHRlcXdJeUc+prrVMAxYN+OpAYCjf5XotTTKcqvhLCCDL32Aw\nQL/fx2Aw8MaFh+MTL7OroE/GSzuXFrYUtwTSzfALz70ef/Dnt6vpBwprX2aRFcSXry6WqapBkhTl\nuoExQ/CT7y0JWcCwb0aKdx3Yl/nmyyftHtB+c8n6fXXcv/J+H6cBS1RYaxYAqUDhjTuq4I+kPSTy\nAasShc0tiLLne19BLAtV3h3M9u2/LB5kcnWVz79jx6sBVIMgwZ/2EBP8jZPukDQYXC3484Vrinpu\nZM1qoulaz9J2UmKGLT1LLl7LrHbSfWwwHBMYZSApWdkMs1rBuOGbtMKRF76Urp7NG4NQFyR908cS\nltBGG5nN3HqyVEkYtNmw6xMZNx8E9tDL4c8u4Hv43kTXTgO/EOhpx/DJuXoL6yxZQZ01FMNni0Cc\nQ6DbxpcZ+NFvsgoSBGYmy8dRMkCWZG64On6dZDoofHedkZU+LLT9pbSXIs8jmZY645nzsDW48QGi\nFk8fWEjwo/KZu3zJ6hcCP35eLf5aWuoCIIcM/o7Qrp9cJuWWwBvycsEAsLkl8Pf//PYS9OV5UDzf\nBHwO/opzwQBJfge/588+XHpn8bRr8MrjSMP0+d558jht4m5ynkfaOX3XbCXgz1obLYArqDWVk9pN\nK28eCX90E/sKUx6uDxa1SftC1+pijAtBR4/+PgBg587X1DqWQBAwOHz43Wz9a/QDkKf38OF3e7+I\nx5UWz9UCvypxKxyfZyi6OSBwS4rrXoARbRtRUcibog4ddzWS69QaW+5Dr/gD4D5WfIWdBECaDuAA\nLsAFrv5fz/ZcXNumPUxbYblrmbx+YBNN57JMbOIAccTixxuDFJa/JSxhAQtYNIt6Xgj5QKIK/ELr\nSy/tYjxmCzts+Vy0gpbXjLp9SZA4ax01AMlf1qMvV/e7AEBrLExi8k61DWAT6yyDbki+4p7xvYxp\nOcsskqJDb77f79zxB8FnQ7tPtDIFwAgoVFmAfJYt/rLn10C7Tto5NPCT1j/u7i1BsvA8aPeIlqYq\n0COY4cuUv1X3XyivAIxWBSnC+KWfvYFdO9rBlvbL9x1eKwI/n2eK54EPxprNJgaDwch9wvfTyhgJ\naxoYaufTwpb3rbwHqty//PqkaYrHPvax+Pa3v63mf1R9rXkA1JbpIWi1Wm4bfzA46BH48ZuQP0ia\n65fvr9Uf0b7CeLhVMsbgyJHfc/sOIS+sEPSRDh26VX3AgfAXXiiuddadKhF8lSDQps4VaoxxEEHQ\nAMC5bEdkAclCBFTW80fn7Nv+SEHoK3S5fvUl/8n17/VnH/sHNEzuEnHntLkljNy8BH0NNPI6j8Wc\nGi7QUHIEUgSNBIADDNAzPXTRxSIW8eKXPlttqODTSoCfJg6u0vJH1s3EJEOLHeAstASBtK9z7RZ1\n/VwdQDOsC5iaFFlS1P9LrIPAFKkbz5lfA5mOMjxkyLIExrAbqOKDS/so4HksQU9OPC99lrph/Dxw\nI9LluzY8DHlPcxAk8AMwUs7SOi29Wppl2rV4+6BQbpfpqII/vu73PvXh3LWbbwEA/OLPvhzWUjq4\nxY/iB1Bh8gefvq2Uft+1k89VCAA5XMtrw4/RwE8DwLoKgZ0GgRoM8viFxjSOGl9rBgB37NgxAoDc\nsiJv7kajMQJpvMd0Eu1TxwUsTeQc/iTw+ayBNK/6UuciN29dEJSiwufQoVuL3/6vuXGkWf1OtyWQ\n+sxrIoejgc37z2uYxhDRmFWMgxu5FG3h9nUvBgwtUfI47vIlsBpkA/SyHnpZD4NsEARAuh9/9SWv\nQqORFPdYcc0s0Ec/t+SxuGfInCuYAxK5uxtooI/+sGGKHbb6la7fAQbomi766DsABIA3vvQ/A9Bb\nrJJWGvxGPkgKl28DDRUCjTHIbNE9Buu4OTVpCdydha+Av9wrm0Me30YuXxi4fQZ2kMMf+ujZHlKb\n56MGC6PAQZYgSs9wmw/QfCAk53UgUMtXDXi0vJfr+bWWoCHdvVTXr6qeX+i8daBWljd1LYQyL2Q6\n65SF7ykg0N1oloCPQ1S+zsLi9/7sw+5YOWyob86vlYy7hOher+d+EwzKfTVjiZxk/mn5ob1v+Vxr\n6e2r9sLDA+C2n04jwlrSmgFAeRP7bma+v1zHbywJfrTsK1gl/PE48bDH+TqvC4QkXt9vHBjk9fx8\nD/O4qgN6p/ohvhSXYglLrgsV3uHxiJXOZs5CBAzdOlSvz1o7nBfbnXUPqQqQKVL00z76WTGlfXwz\n+2YQAN/w4luKfLJD8CMLAixe/HPPRmIS/OnH/y5PC4O+FlrO4smtf87NXaSHx3UE/tBFDz30TQ6A\nN7z0OaU8feNL//MIBMqXiw9mJgU/tx7WDYFnigYezg3MgJC3CrbGlq29SeJcu9ZYN7nfiUWWZA4C\naTuNwzywgzx/CgvgVc2rcDkuxxKW8Cn7KfWlnF9jW1j/XK7ht27/vWBeaGWYzHNZ50+zIElJ6JPz\nOs+/BBGKh1bXbzAYVL7EQ+esgj8N/EK/+flC4F5lBRxNg1vC8Pmld0S+ncBPep3qvBNkukPATg0n\ntEaR5fsyXE9Pqwco81G+d2WYEv60bn+0+47CkPkVNbnWDAAeOXIE8/Pz3i8XfkPxgk0DM7mP5pog\nafAXCns5ADjOTV/XKkj1An0P3ErodMPfxbgYu7AL85jHP+Gf0EGn1IKWQJDqh/F6WUDxQiOXYjG6\nxkgVOItyS1+yBBVQNcgG6Kd9Z/nrpT0sZAvql+/rX3QzqEuIkZNwECwujzXAPfYe7Mbucv09m5UA\ncICBgz8OgHnIQwikY7roomd66Nke9tv93mumQSBpHMirAkV5P/bRHw49x0Zb4fBXgnpWL9A12CDo\nI+sfWffM0PqXJZlbR1Y/GoGFwI8gcGtjq7OW3oSbsIQldNHFZ+xnYK3Fb97wy7nL2XLrnwGMVaFI\nS78GfnxZwl8VANI5LrAXYJPZhKbNu86i+2sRi/g6vq5eA19cKS2a29cXF59FyScf/PHlur9leSzf\nFePCX5EiljYqYzO851MfdseHulMJGQK09IYAsN1uY2lpaeQ54x8I9A6gBmkhF7CWfp+3TcKfZv3z\nVYWRMJkkiWvZ/JjHPAbf/e53R+IRVV+5aWEN6ZxzzkGz2USj0XA9oUvRDd9qtfRK36IwoPpWdPPR\nROE3m020Wq2R31p4dH7fOh4/mtMNv9yvHq0O4OHD7w4+uPz3OPLlp5a/qyFjDC7ABdhV/M1gxo37\n+zl8DjPIx5OdxjSmir8WWrmFzOQjSdCIGfzPWOPAwrmBYUqNPCyGHSinNnXQt5AuYCFbwInsBB5J\nH8E3sm+4Au/1L7qlyHMqACklFsYkSBIDYxLnBk6SBt7+8T9R83S32Z2nyEyhZVpomma5Y2TWQtkw\nknUuYJOhW/ztM/tGPkDI/avpLR/5o7Guqde6p6zXXhjz2Tymsim00hZaWQvtrI1W1sp/2xaSLB+D\n2WQmn4rrR/OmaaJhGmgkxXU3icvPRtLI6woW8JfavBNsDn6LWMRJexILdgHXNa/Lj2vk4SEBuuhi\n488Nq5gkSaPU+XMpq4zBb932e+7+5XOZLxwSZBkVes7ouKfhaeWPgSK73VjIQP5RYzP0bA899PDP\n+OcgZHDR+bj1zwcGEiqkNUhzDfryp06Zw3/L/HrTm95Uyldj8o6gfR/tWpoB4NXPf0W+juXVIE1L\nrl4tHA3uQwCvXVu5TPnW7/extLTkynKZJwCca57C4HnfbrfRarVK7yMJjyHrnwZ/8pn2HU/dA/V6\nPfR6PfT7ffz7v//7SH5Ejac1YwEkPfjgg9i9e/dI9y+atC8ZzWqnWRB9Vj9ZQPvq+mnr+DYAKwJ9\nVdKsfithCaz6WuXnChVwk+h8nO/AbxazaKLpYK6JJrroOtij7lK4xYjXqePw10DDWQKBoVu4BH6F\nNdEai37azy1/hbu3l/WwlC3hZHoSJ7ITSNMUr3/xLbBZhixLS1Y/lxXWFMv53Frgdz/63tK9Ia/P\nA3gAALAHezCFKbTRzq1exV8R2vClX0AhWcl66OFe3DvcD2VLyFs+8kdeCHzjS/8z3vrRP659rXwv\nwNCLkW8nS64xefrIJdwwDWQ2798xQ/EMJjnYZ8hyS64ZWgBLdfuKBiFpkrf2TVG8rBjUU70/mp+0\nJ9Eb9HJotBa2YdF50SJmkwTWGsCYoePeufGNA31jAFiL37j+F/Fbt//+SFplueLLJ75OljG7sAsX\nmYvQQcc9Ew00kNjcclqybhfxGiB3cffQw7PwLDyEh/Cv+NeRc/osQvRSD6WBxzmULi19cj1f5ytz\n5e+623jYWnopna95wStAGUh79Yv6jr/4sy/HH376jpH3i0yblk4N9Hzh8PcP/U6SBFNTU1haWnKQ\nBwwb2vB32mAwcOtlfWRuKZTx8kGg9vGmrZPH8/qi/X4f3W7XdRcUtXytOQAEgAceeADnn3++u5H4\nFw4X3y4nrdEGMNrQgxdm8gGoW7jQer5dG+R7teUr1MZV1dexhExfQTdJmp+IJ2IXdmEjNroXHP+z\nsPgZ/Aw+h8+5BiHkCgZQsvrR/vzPWQKLP241c1ZAmzf0oInq/RH8PeOFVxcF31ORlb56AWYzKDIH\ngDF428feW7JWUD6GrsH99n7swA5MYWok3iU3sM0tX/fgnuKUo9AnP6TI5TsCgsbg1176n/HWMVoJ\ny3hzVd1/h3EYu7Ard3GbQQl0qf4fryPonlfWaIbq9hEQUn0/upauVbQdjo+c2tTV/ztpT+KH8ENY\nyBZyq/JLuzCmAD9rYY2Bsbnf3lqbj/5h8lh8544DuPz6cxwoGAC/+fJfwm/d/vsjL/w68Kfl46W4\nFLOYxQxm0EEHbbTRQqv0UZPY8ocO5aNrAW7zhkBTmMJ2bMff4G+C10WryC/nWvxlueC7/qGPS628\nldtkWR+CvlB4Mn6vef4rRnxqvUEfsHo/tNqHspYuX5nqi5fWmILU6XQAwPW5SPAnocwHgcaYEkDy\nc2sQyIEv1ABEHsPhbzAYlKx/e/fu9eZZVH2tSQAERiuMUoHDl2VhxAsEH8Bp9SJkHQkfVALVAMhN\n63UKiJXMrzrrxpVWMGn71JnLZa6rcTV2YRc2YZOz7JHFj4Z4cw0a0EfXdvMOlAv466LrukyhlyDV\nnSMo5EBIljTeaILchP2sj0E6tPwNsgEWs0WcSE/gZHayuF/SkUKaJ80WDRXe9rH3lqBvEkDSoG/k\nGgS2+SAQgNcauBwILMWLvVh8L/392I/zcN6wIYhJ8ynJW/taa/NrZ62z/mkAaIxxENizvRLQc+sf\nLfdtHyfsCTyKR/GAfQBPvv5ymGQAaxOAKgkQ+JncAkgmv+wTG7Fkl7C9sR333/kodr9sLje8FWki\nCJSqut58+7k4F3NmToW/NtpDABTg54ZELKoIJDZxVvI+8vqOz8VzcT/ux9fwNW8c6lj8xkkbHee7\nDzTY046dZAqdm+L9Ky98JSUknwHo9nvFN1xxrABOX1740uBLD4+LLGM1Y0W73Ya11nXDQ+8sbonT\nBlOQlkAtX/n5JPCFWv9S+AR8PgC8++67vXkSNZ7WLADu27cP559/PoAy4HEQ5KDG5QM4DRSpST1f\nbjQaY1sAZZ2K1dDhw+8eqQe4Y8ercfDgraV1mht4EskvZV4waa7fOgAof1+Fq7DL7MJWbHWw1jTN\nEfCjFxf9XYbLcB/uQxNN9NBz7tsWWqXuUjgESiAklyn/69t+bhmyPTdfypawmC7iZHYSz37hdciy\nFGma1/critBS+t72sfeW0qrlh+/erZLP8uLbxgt02kdegxAEAlg2CMoXmIwfAOf6dS7gpIG+7Zfg\nL0GChm2U0kB9AFJdv8xmSLOhlU9a/dzcpjiJkzhhT+Bnrn+qs+7BFuhXuHQJ/AgElz4yVZy3j1bS\nQtu0MdeYw8MfW8Kmnyv2Qw6Cv/nyX8Jv3/EHpXwPWf/49TsH52DGzID+OuigVfwRBNLHDln/CADz\nE+QzPpoKgWLTNtFBB5fiUmzHdvw1/lqNS914y2sZUp2PQa289dXtnhQANUuliw/9Hu7gplD4XKHn\nVKbTd7z2zPD1vH48uVQ5mBHAUT5Rv40yjr53pXT3+joB5/v64I/q/91zzz3BPIkaT2sWAAHgBz/4\nAc4777yS9URaM6g/wLoFgbx5Ofxx11xdiKTjpeoUEstVXhCMrtP2G1e8oNQsAPLrkR9TBwAfj8dj\nF3ZhO7bnlfgLq1/DDK1/PfTyVqzsbwELOIADOIRDeAgP4WJcDGBYj4/m0vInl0mu1W9x7MDmLmXq\nF65ru1iwC24ItWEjj4ylB3jbx/4kmJc8D/gXuO8eqgI9eZ1C0p4br0v4Zb8wcvyvXXwx3rqCX+38\nJUZpeQAP4Dycl/fnmFj0kcNfXuduCIEEgtbmrl4a9o1cvDbLW/kS7A3sYNh/I1u/ZJewYBfwE9df\nC5tlRY0+5ABoLKwdgt/dtx3FXDKHOTMHY3pITIJ9dh8ual7kPvzmkjlknzBIXvRonucFPP7Gy3/J\nNQyRz4/8wKLfO7ETM5jBbPHHrX4cAh0AFvd1fmLxvJuhdTi1RWfCMG6s6212G55vn48/xZ+qcXTB\nVNxn4wKitp8P1uqW7XXhj37z9L3hxbcMPb/FtXjHJ96PX3ju9ZVlubZOeql8eeErZ+V10NaR65eG\niiPY4uAGwI0i0uv1MDMzU4pXKN981j7N+sdhT8JfmqYR/lZJaxoAgWFdFAlg3BIoH6Kqm1rCmzST\n8wcxVJiEvkBPh3xfi+OIx19a/LTluvBH88fhcZjHPObNfKluX9M08xadRSfHPZv3XddHHz2Tj2F7\nCIdwEAdxxB5x5yfXrwRAXkleWgFd3DEcf5a6XXENA2wfS3YJi/RnF/HcFz+t+OId5tfbFfALgZu8\nHqEXXR1VWRp4YR+ywNHyWz/yR87yx7UcCNSAT9MAA9eKm8ZB5mE4S5dtFFa63OWb2cItnBUV4An0\nGARy6x9d15942bXI7LBuH0wybEVrLG6/7bPYnmzHhmQD5mzuip21OZTtSfbgZHoS3bTrPlQuaV8C\n+/E5NF98YlhvEHAQWMcqBMCdg+BPgl+L/fGGQa6vRF6JzeajqRAEEvjRHywwhSk8C8/C5+znSvlN\nqhPnuvv7tvnAb7mWPzlplr83vPjnAQwtfhYGb/+4/4NOpoO/J+rkgXa8D/KqynQyVLRaLRdumqY4\nefKkqyPIj+12uwCAubk5t78vf8mCqLmA+e8q+Ov3+7j33nuD+RE1mdY8AHLLnHyQ6SGi+hAcBKvC\n4zcxdbJJDxc9VPKcvpe1T6sBhJobePv2V7tRQEiTWP34sXXgDxgPAJ+BZ7gK/9zqx8FvAQvOAkf9\nsR3CIRwyh3AYh0fOz1vMttEugSAHTNepMMWbuW05QBL8dW3XWf2e8+IfKwq7vKHH2z723rHzVyvI\nKV+0e2q5rcfpGeHn0V5+tMwVgkAAy7YGyhceTffb+3EezitdQ1pumZa7ZyyGFsGBHeQtg7PM1Rd0\n8Fc09HANe+wAS1jCol3Ez1z/1OG580gBRT+Bv3X777mX4D67D4lNcCWuxIydyevkmVk8zj4O02Ya\nNOxgDz080n8kh8Hbe7jw5ZtdfUBYWxsCz8E5mMMcZjBTgj/fMr+PgQL+DIYNGQzKreFNUupKh0a4\n2YzNeBKehC/jyyP3RVWcqz4sQuu07ZPCnTEGGx8iz43+QSWfg199yX8qfg/jRt0zVcVTywO5rSrf\npNVPg8EQHPL1zWZzaJGem0O328XJkyfR7XZHPgJp3ZYtW7zlDgGgrwFIv98fgT5t+b777vPmQdTy\ntOYB8MCBA5ifn1e/5IzJXbrUr5+02Pksgtz1qz1s3P0rj/fV9fOB4urIurlW+C4H/nyt/3zh1gVA\nANhldo1a/ZImBnaARSyWwK+HHg7jMA7iIA7hEGDDhen9uB8AsBt5H3rUIITOxV+U8qUJYOj+LToF\nXsACFu0invfiZyJj4Ed1XsaR1nCGxF+uoY+MSYCQ379VcZZA6INAYDxroO+l5tM+7AMAFQRLVl0a\n/9nCWf74pEHgks3h73nXP2MYFwaAv3P775esH/x++4b9BowxuASX4AV4gTt/0VQEHdNxrbUtLE7e\n3sXsDQN3DiBvGAKT9xXou5dL8GfaI3X+aF6qymCG1uxSc2SwZ5a5gg2MyxNeL3Ae8y4e45Rfvn3r\nhhGyQk2yzgd//HzW2gL+yvHk9XfzncU0Ztp8qgI9uU4e5wuLlCQJOp0O2u32SF2848ePu/0OHDgA\nANi5c2dpuNTSs6SMBNPtdr3Ax+f79u1bVj5FhbXmARBA0CKXJAn6/b6z4nHxh5TDIFn9fF9YsoK+\nD/zqwN5qwuDwea9fWISk5ZcsjHzH1AHAphm27G0mzbwifnYSfdN3rXv76OOIPYJD5hAexIPDVxYD\n8pB8fei5+Ar4o98W1g2dlrt7n440TfG7H/njUke4y5HveoQAUHYZI614MpzQB0Gd/ON6y51/CAB4\n4yWXjGxbbr3AKjDkIEgNIAgCS6OE2GIEFB6ORakhCHf7/tz1PzECftRaV/YwQBMvf/ZiL1IU1UgY\nANIfDVXXMR1kt08juf6RYf3C4nz/5YZfxnfvOOTqtf4d/g5A/vEyh7m882/W96XvDyjfz9RtDn0s\nWVu2BlKcgXzUG+dSNw20bH7OH7c/7rqI0axaEox9li/SOGXkykzynMNzy2fHGO1TUKZllADlO2Al\nFLIA8u1Vv7U0tlottFott23jxo3Oenf//ffDWutA7YILLhh5L/K6ftSYo9vtVsLf/v37VyRvovxa\nFwAo6+3xiW7SRqOBdrtdq8AJfWlpjT984Kcp9OW5ktLgr7xdL5jlfnXjKPOsLvjx8Bto5OCHIfjx\nv6M4isM4jPtxf7mfuwny8X7cj+3YjilMuT4CS2GKblMMDHq2h5950Y/hrR/5I7z9Y3tHRj+gfFgJ\n8fB4i3YN+Di41bHkaefS4K8uEL5l71688eKLARF2HQiserFVaR/2YR7zrguUDjpooDGEPlg3z+zQ\nDcxb/y7ZJbzwZf8h34essQX4STjm97evPDhkDqFjOm7i4zNzILSwSG+fRfPlJ6VhDj/08l04fqdF\nz/RwPa5Hz/TwHXxn2JWLHCJPdPkCF54BEaZbBvK6fyh3PUQWw8xmDvyoqxyyArbQwtPwNPyj/ceR\n68jzyXc/+co/3zNMYYVGQKm7TsaBwx+PO5D3f+nc5YXe+pFyB+gEiML4V5mmlVLoWeHvP5nXcp0s\nO4wxruHI5Zdf7qBt3759uOuuuwAAl156ackgQg05aDQS6f7l8wceeGDV8iSqrHUBgA899FCprgJQ\nftDpy4SGcQvBFxXqaZq6h4A/ILzAbzQaQfALFXirqcOH34Pt238ZQ/jLh4mjeoChF+xKxJGHQS/U\nOgD4B+YPcEt2ywj4HcMxHMIh7MM+7MEeV4l9uV/aR5A3FtmO7SPg97IX/3R5Z5vXfXvbx/KxKet8\nhY+jkGXO93LlBbgPAjXrRt3zj6M3792LN15ySZ6L7Fq8sagX+JYxrYHjQOFBHAQAzGMePfTyBiIF\n9AEY6ezbgaGxeN5Ln46MnwcWv83Aj9bLxmRaB/R0HR4wD5QAcMpMlYHQNEow2LttGu0bFou4DmFi\ny/UJcOc8YIC+6eP7+L4b8i8xo9AnOwMnGQwte3ydXLbWOnimRk+8GxlyLzdtE9fiWnwJX3LHyTyQ\n633ylYt0bAjuJu3mhcOfPLcxhnV5NNxG1u6RuEoCNLrlnaepTlnl+zAKTfx8VWWGVnZUAeGll14K\nIC/TH3zwQdx///247LLLYK11/fh1u103EomEvwh+p17rAgAB4NixYwDgQBAof+n0+303ni8QtoQA\nGKnXIB80XvD7wE/TqYRC66oXWVB9wEle9L4CPRR3X2FXBYTvw/vwPDwPffTxMB7GIRzCfbgPBnnX\nMHvsHpyfnA8Dgy/gCyuSjwSCpNe/+JaRfXjdHx/4TZK3IfALvcz4eTX4I2ghhV7K2gtD21alt+zd\nm79AFZfwGy++GG9mvfvz+CzHAshFILgTOx3sveLiGQdsNHeyFjZJ8nlm8dt3/H7pWdfiJ8FPWgAB\n4Dv4DrZhG6YxjU7xN4Uptyz/GqaBpds6mLqhO5Imc/0jsB/ZiE/j05g1s0P4M7rb14GdQd6i15at\n2i5cbrNi2W1tDqXUIIQPI0fwR/UOfRY+CkdTCM5KcWDr61j/qsZIDsEfv8ffxLo5ohi9+c4/VJ8D\nYyRoj6Y19FtT6P6X96G2HAJCbZAE38ckLWtzYwz27NmD3bt3A8j7GHzwwQdx8OBBTE1Nldy/NKe6\nhFGnVusGAEnHjh3D5s2b3QPOb3yCQN4kXrOWkDgEDgYDVy9Qtjrmx2u/TwXsSQ2TZcVv2j6+q1Cu\nG8eS6ANCLYzDOIxDOIR7cA8MDC7EhdiDPTgP56FlWjiJk958HQdYxpUsXLXCdiXOXec+0l62ck79\ngMmwtXRVxScEiFJvKayBUm+65BIHgVXnXA4QHrQH8aZLLh6BOYDV4wPyVrhJgjez1rfkbgfKDZ4k\n/Pn6ATXGYJ/Zh/vN/e73HrMH28w2zCQzJfCbQm4ZbNs2OqaDxdtyF/bcjQOXt0mSILlhAY07G8NW\nusWfNspHfqAOexL6jMldwmQVpfU08eHjXGOQ4i+xo9Ve5LULXVcueR9r934d0Avtw8MaAmA5Dr/+\nsl8sxxUWv1N01C3jRb8XNjVE2JOBn08a2IXgzweDEnZ9wFcFh9q80+ngwgsvxIUXXujWk4WQXMZR\np0frDgAB4Pjx49i8eXMJ1uhBIAj0PaxcHABp8gFfCASlVhsKrbU4fPjdhRt4CH87drwahw69eyxw\n4+smgcYq8JMvDgD4X/hf7iV3Fa7CHuzBJmxC2+QtHx9nHofvmO/gR8yP4Av4QjBO4+r1L7qlZBEB\ngHd84n0q6GkwuFxp8MfX+yBQwgpfP24L4boQ7QMAIAyBQO4y9ln/lpOPv37JJblL1zOcFc+b3/n+\n94G77x5p3cjnMl9pnQYfPt2P+7Hf7HfWuN3YjW3Y5kbwoL+2yQFw6vYpXPiKzUgSM5wMc+8a456P\nEddvsa0E6QR+DProd2nO9nVza9CwDecSbqONvukP4xB45uuCoC+MSUCv6jkZAuBonEzCAdmOpE9+\n+FSV3b7t/B70bQ9B37jwF4pXFfCNA4Q8zN27d2P37t148pOfDAA4dOgQfvCDH+D48eOx8ccp1LoE\nQCCHwE2bNrnf/EYeDAZuwOwqcesf9Zjukw+eVhv4Qho+mxbW+l2AmurGVfua1H7TOhm2tnyxvRh7\nsAfn4BwHfi0z7OyWrBRPwVPwBfuFseI7rkLg51s3bvi+Dwma++6j0Ne+Fn9NGvBVQWDoQ4H0lr17\nHfBJvemSS3IAUzQJEP56cZ68xsPoi5rCePPdd7tlWX+Pz7WeBbQ0yuM1ybx8AA9gP/Y7iDvXnItt\nNgfC6cY0ppIpPHzHw7jmxktgTN67gANAUYbwUT5K945wSLo6gHa4rWT5Y3FNkAy7gCmsnQ3kI7BY\nWHTRdfGpkw91QETmUwj46sBgaLx17RL+5st/SUZuZKzmUDkp74+qsij0YTwO9IXW+8LX4s+Xq4CQ\nL2tAqGl+fh7z8/Nun2PHjuHee+/FkSNH8OCDDwbzKmpyrVsA9Ik/IHUsI9baEgRqLw0p/tKps8/q\ngYtb8sahzjqfrjJXlYLPTIYuuvi2/bYaViitfP0TzRPzLi/MnKt31MyabvSHR/Eo9pg92Id9MIYN\nYVVhianS6190y8i6d3zifS7uPvDjaZAv+zrwwqsU8LDknE+y8OfxkfkgrYC+61IFgZPcp+Ty1UDw\njRdfjN/+3veCsGeMGemSic9/3QOYdCyl4c1FIxQJzwAc5HDXrgxHHuv7mNPyq+oe2I/9eNA8iMTk\nLW93m93YbrbjkTsfwbNvvDaHQAaApZE7mNs3nxXrDIawx6CP9nEvedYYhe4Dg/wcDgJp2SSuc+nS\nuVnaQ2WeD0y0e08CXNXvOtuG8SjH67/c8Msjcf3/FcPz+RT6mB/nOfEB1DggqNVR9917KwGEfFkD\nwpBo/23btmHr1q1u/cMPP4x7770X//qv/xo8Pmo8rWsAfPjhh0s3GaBXaNW2k4wxJRdwCDCMGY4l\nzNeN+3W4sqL0ltf6XnJy3XW4bqSwt9QKl7UszEzeUXIHHVxtrsa/4l+H+3vyWp7rMXgM9mAPdmAH\nmqaZ93dmmm5Iq67t5kPAoY++6WPWzuJEcgKZKVfMr/virasq8KNz8krWtF8VEMo4V0EgAG/hL+Os\n/Q4V0iEI1OI1jt4srIEU5zdenNfV+53vf3/kJRZyzb7p4oudta9k9SOIKeL9OwWAyjzUXrzyuZXz\n0LL2O5TPPA4SXA4mB3E4OYzEJPjqHV/F//aK15RdwPJZ1C4Hhz6D0VbAJgdDyz4OjTHl3+RmLs5t\nkQ+LGAJAvqzdS1X3ThXIhUCwCvyKbAFgSzGX+/zfH35PZRxXUiErGr/v61j+quJaBYRV+0gI5PGv\naw3Uwt28eTOe8IQn4AlPeALe9773VR4bVU/rGgCBei4J7eUmjyMroA8AOfylaerWybD57+UO5xWS\ntcN6gJQUY4CdO1+Lw4ffXdpPypi87t0MZhx8USVz3tLQohhtpRglY2AGGCCHwKfgKXjUPopv4VvB\nQsgYg3NxLvZgD/aYPXmnvkVHty3TQsu0kJoUS1hCF130TN457kP2IezHftyf3T9S2ZuHPTEEKmV8\n6KUmrUe+QlErQEMfCHxdVZ0fvr/MYwlxWtpCx49kz4QQqNULBIBfu+gi5xIOgR91K8PBj89NMac6\nhrLfRFqW6fR9nNUFQL7s+83PT+n0AQ51LJ8kCT50x6cxl8zlQ7QZZtlFhszkXbYYGNcBNlnu3Iea\nqNfnII+BId83QYLMZiP1DQkAaT8OgHKEIJlWygO6tnL0G36PTmL90/ZRRffTyIY8fv/3h989skWT\n7/6vW96EnjffB6c2aWGF4rIS+/jS7ivn6oiHecsttyDLMnzgAx+ofXyUrnUPgJrq3PRSfLxDKT52\nsNYtBIXPf3O31jjxqKNy4ZGDX17AGRhjSy9Yfj5rLS7GxdiIjW64KRqHt9QikFkjEptggCH80V/f\n9tExHTwRT8SjeBTfw/fcOfg5H2ce5yrF07i/ZPlrmIYDPpovYhH7zX58G98eSaumul+kzv3Lsv8d\nH3+fO1YDCAl/HDZC8FcX+GhOL8yqrh94OL741LX+VRXgGtjU0VsKi9yvXXTRyItMayUswc/FyQOA\nGkSWjhNhh/JES+uk8OeDQdrmg5okyUfv4C2ACcQykw+Fx61yGfLOrmlOMEfPa8ndCzMCie63Ma7R\nioV1oEnnA4DnmedhyS7hf9r/Wcrbqo8Hfn2kxdeYvNX0XJKPqTxjZvLypqgH2TCNHIINMEgG+JL5\n0ggEAqOjNbn4addXNaGujjQLHy8jfPcs/10FfjLc0PlXAwi1sm8cUbn1yle+MkLgMhUB0COtoKqy\nkJAVkEvCn1bwyBeBPL/vYZ3kBas/nDn45ZvKLyK+/yXmEmzERkzbaTegPA05ZWBcB7YEg87DZPKW\ngi203OgKAzNAH33X3cWUncIJnMA95h4A+RBee4q/pmk6ix/NB2aARbOYg18xHcER7C/+DEyp7hvP\nU5mflN5gQeTJaq1AliNzaGNDV8Hf8NqUl+WcPjw49Pkqgst6flocQunzQWDouEk/WN68d6+DQGAI\nBL9x2WXOegeMgp8PADn4aWmTy75K8zxN2nw58OfLN77ONxHAufGPTYYBBqWOmxMkDs743JjcOijr\n+rnzChAk+IPJRwXJksyNCDLAwAHneeY8LGEJN9obsYhFLGABS1jCX+IvR9IYkjEGF+EinJ+c7z7+\nNOhzjWEKAOybPp6VPAvHzXF803wTxpSr4MiPLXc/5ytGrvf/9aFba8VXHkfn+n8+9v9gBjN4PB6P\naUyjiWbJXU7W1h56+Bf8S+lYOdeW+W/fc+lTXSvhSgCh3KduPLX38Ste8Qp86EMfqnV81KgM9I+e\ndaXt27e7TqCpH0CatK9u35cXkFvuGo2GC49PrVbLbU+SxC3Tb3mMVjHfB451JQsPIO/+JV+k9Si5\ngbdjOzbajdiETZjClGtp20EHDdsYjgZQTCW3UZE1GfKhtficlgcYYAELeLT4a6ON3diNTdjk+hUj\nyx8V7GTx65s+TpqT2G/24/smf8nLTn15fsv89OUtl9bxM7f+UWfg/Lza8gikQAEXjL6YtLn8qPAB\nIC1zC4h0I2rb5ETn1iBmnIkrdO9Sut548cVey4aDvMA2Ar9Q3svt/Hr68pf2kddmHACUy7Ic4W5e\nXlbI8mOX2YVN2FQa7o7m9EfPUQMNNGwjH1aRjRfcQGPYKbTyRuDjFlvY4Tg8to+BGbi6tydxEidw\nAidxEk8zT8vvw8xiMVvEYraIpWwpH1fZLmLJLmEpW8Jf2b9SP1istbjQXohtZhtmzWzeJ2LSzsce\nNq18nuRz8ggkJkEjaSA1+UfmwAwwSAboZl38TfY3pXKB5///+6ZfGV6nfEO+HXl2jAN//HpfjItx\nvsnBlVePkeBHf5S3fIxnfo/KcsVXztSxFIbW+T6G61jrqvap2l71TuNpBYClpSXcfvvtlfGKGlW0\nAGJ8K0Xoa523FtQeUt+LQQNLrcUhvcwntaxI8MnDS5BbACleZTfwFmzBRrMxf7HYNvhfo/gj9681\nOfS5tBSny5DB2NxCkdjcEpHZrDSKQAMNTNkpnINzHPRxyx+BnwNA08Mhcwj7zX4cxmGXP/IrmOLC\nX9j82knr2CR5StdQs/zx5SrLn7y+2vWS95YPAGW9K3k+mUehL3eZZ3K7zA+pOi8OGW6SJHjrPblF\nWAPBEABKi18dAAz1k1bHGjgJ/Gnx4NeG76fJWpu7OzFAE82hBZA+sIo/sv4RaCRmWI+PlJjEWfbK\nJ8HQml9YGenPGjtyrhQpnoqn5lbFIh0tmz/DG5INgIWDv6VkCTfZm3IozBaxhCX8Ff4KF+JCTGEK\ns2YWs8ls3geiyftCbCZF2cAntq5hGkACpCZFz/bQTbto2iZ+Kvsp/CD7Ab5uvw4A+P+88nUuf7Wy\nmeb/5wffpV7vkC7EhdiJna6edAutUlnplm25xXaGLP+wRR8/jZ9GH338tf1rd61D96YWP1kGTqq6\nFsI6+/i2a3mqraOPVEr39PQ0brjhBtx22201UhLFFQEQwOHDh7Fr167SutBD5Xth8mO1OlkS6AgO\n5LF8rmm58OeHjdz6x93Al+JSbLQbnVWhbdpo2VbJBezqDxH8SQjEsI5SZjOkJs0h0OQQaIzBwA4w\nZaew3WwfWv0KCLTGYsksOfjrootHzaPYb/bjXnNvHn/rLyAprZNezzr5WgV/oRbAcp3vemng57M6\n8jldSx/wyWV+/qrfmpb7stGsYm+95x5/PT+2brng54NA38u2LgDy5SqA9uWJjD+PG9WxbaJZAjH6\no2oa1F1LBtYgCRaZzfvyyy1g7L7AKBASYFoM4Y/qHZILOLVD+LOsJTLFvY28384NJgfCru1iCUv4\nSPYRXIgLMY1pzJgZzJiZfIzkpOMAUFr/+G9jDBpJI/cUpH0gy0csaaZ5d1HPvfHH8Bz7owCrIuLS\nbCxy/jWwhSXQGoP/euNr8D8++C71I0jOL8AF2IANeZ+NmHbw10a7DH5InPeEr7OwmMJUbgW0uZfj\nZ/Gz+HP8ufde1soN+YF7NgFhnXU8PdZazMzM4MYbb8TCwgI++clP1kxFVATAQgcOHMDu3btrPxgh\nWOA3p3xZ8324S5JLwgs/ZlJICemlT3207PWxFu/+VH6ezdiMtuevhbw+joM+YAhiSvcT5PJNkJTm\n1N1Ehix3KxfuqaZpugYe3Or3oHkQD5oH8RAeysMNvLS51YzykBeI8sUq81dz/77zE+8fKUS1F4Ns\n+VsH/rS4afdRyPqnuYKkZUk7rwaCVRC4UvJZVvj637333pIlkANgFfhp1yoEf6F7Sj6f8sVUBYIy\n/+q8ELW409RHH000XQOrBhoO/Lh1jloAZyjqwMHmHTjDutbD7mOO7gvhD84CfwR/AwxwzB7L0ce0\nXEfUFBYPk9JDZcmsmcUUpjBtpvORUArwI/jrJB1XD1Ba/kwytGzazOYjlNgMSZbDVitrIcvSIm3l\ncW+NMTAWgDEwBoAd1gU0AP7rK17rLIH8GIr/OeYczCazDvymMZ33T2pKn7NDb4kdgh/BOcE2VaVp\noomO7aCHHl5sX4yH7cP4S/uXI/dgVfdSVUAo95lEKwWEdWFQbjPGYGZmBsYYvPCFL4wQWFOr18/I\nWagHHnjAteT1PQz8K16bpHxWGsAPenxbaJ/liIf57k+JSrTG4DUvuAnXmmsxZaZKBbAbcaOYGqaB\nRtIouV9KLpqETaaJVtJyc1dnxzRcPZ6j5ig66MAYg0WziMUknxbMAo6YI7jL3IVvmW/hmDmm5pNv\n0iBc5kOVDEa9Y1oY2gvdV9/Ot467OULw5wPCuhAjIVH7zdOl7Vt1j9YFqTp6y913u2eNXMRvveee\nUr7VmQB/f4lV+aalSyoEf3XDkx8nvut01B4twRefS5cwB7WSxU4sW1O07KWpOM79mUFuwWf7pCZF\nalIsYAEHzAE3HTKHcNwcx4JZQN/0YY114fPlj+AjmElmMJfMYS6Zw1RjClPJFKYaU+g0Ou73dGN6\nOCXTmGpModUsQDMDTGZgMlOql0zTDz7wKLIs/Ez9H+97O/77+9+RDxloLbLinvivr3ituv885jGN\naUzZqXxe1JNW/2wxFctN2yzVm6Z4U13NxCZo2zam7BS2ZdvwkuwlpXKMPwtyWZYvWj3fOsuTTjx+\noXekb9u4Bg/adzW7T1trMkBsBCJ14YUXot1uo91ulypeyweDJF8A8mXTaDTQbDbd3DfxRiDSkjQO\ndPoUivOrn/+Kkf2/+qnvlax9brlwAdPXbB4g3J1kWeMPV8fIFBYXavhhBxjYQWl5YAfo2i62m+2u\ngUfP9LBklrDf7MddZjhweAhE+IucW1nrdhJL0kb+eOcn31+KQwgcZOMPTTwdcv04wCfnEiQkWGrL\n2n1Gx1cV6nXuT18BP+n9XCc/JWBRnvGGHr5lX77yj7i6L0FfPDXxBh6yHPH9bjQa2I3dmMJUqfEH\n/Z7C1Eh9XVo2MKX1vLGCiy9z90oXcB95tYyTOImH8BDutfdii92COTuHtm0PoYdNfH3DNgAL/IX9\ni9yCZnPXKbl+26aNqWTK1QPsmI77oJTdxcjnL82K8iXNu54aZANkNsO5r5gpXb//s3Dxkmj5/3vz\n60uWQMDgf3zwnW6fJElwcXKx65KGXNZt03ZVZtqm7QDQwWhhBfQBUWYz12NCavNpkA3LzA/Z6pav\n8t6vuzzucXV++9Zp66vKgNCzs7S0hBMnTmBxcRGf/exng+FERRewqnvvvReXXHLJSJcuBBPai0z+\nli8BXg+s6kGQLxefVgr+NH3+U/+KDdhQelm4uitm6LJIkIAqiZfAzwzrErllU3Q/keUuY5sNXUL0\n1zItHMRBTJkp9NDDUXPUuXzJIlZlveLreeVua/1jEcttdTROgeiThIRxwE8DlbrWpTr3IcUr9HtS\nLRf0qsLl+UlzLY98AE/H+PKs6n4J3Rt14h86vy8+VA+QqlCQVY+WgbLb18K655v6Akzs8PkGMOzn\nj3UqLf/oPAtYwCW4BBeYC/BxfNydYxu2YQu2YAM2oImm+6Dk9eP+xfwLNmOzg7822iW3L68H2DGd\nvOpJ8VEJCyCD+wildcYWVsAsGc6zvJ7dvg8+mn9woosj5kipTiS/x7Msc/UDaU5luTF5J/XT7I/S\nVHL/WuYCLur98bGXS9e/aIUtP6yttc4yaK3Fy/Ay3Ik7a99Lspzj7xi5rJWJoeMmFQ9rpTQ1NYUT\nJ06sWHhrXREAPeKjemgvVF/9PS4JgJo7WHPb8Q5LQ2GvrMoPs+vbL2A14C8JNzfDwmIEAFG8gJK8\nELPG5vtn1gGhhUULLSyYBXRNPqj8g8gHAye3h++L3wc/PuiTv/nyOF+hIfgbt5CcFACr8sAHD3SP\nhwr3lYbA1YI/37lCoBda57uOdcA5tB+Pm2+d7/r54mOtxQEcwG7sRtM0HQg20MAAOehQHbSsaIlP\nlihjTen5ptb59Mw6+LND6LPGllzLC1jAw3gYVzSvwMAOcIu9xVnc+lkfX8aX8RV8BRYWW4u/DWYD\n2raNe3BPbjHEHJq2OQTAwvpH3b+0TRvtJG94ZqzJPyAL0IPFyG9YlNy/VCcwK3okMMj7J50zc7gC\nV+Cb5pula2CMwf/xvrfjf7/59Xn4xiCBwf9+8+vxPz74LmzDNgd+3O3bRLMEuAR/1BI4Dxyjvjf2\n25WXxbVt2IY7JjMZWraF5+P5+BQ+FbzHfPfXOEDIl08FEC5Hxhh0Oh0sLi4uO6z1oAiAHmmdOpMc\n4HjcVnydVlCHXuR8P358yJU2jnwP2Xs+9WG8+vk3AgA+86nPYyu2OguftACW0ooy3PGvVwI/Y4oC\nuuhHzCDvNNomReFGQFj8bqLp6hNlJnNfwJolpAp8tDzUfvPlJEnwuhfePJJH3P3ry095vccpGLV0\nyHuEXJQhaJH5IC2nGuRqBbrMKx9UV6WJ71/XXbwSonNrdXDrWk99y/IclDZtH59kemXdpZCnQV47\nsnTfb+7HhfbCvG5tYQnsmZ6reiH77ZRdk2TI8rq5dtixtPevGGmkhx4ewSN4ztRzYGFLVToGdoBB\nNsAz7TPx1Oyp6Gc5FH7Xfhdfw9ewxW7BFmzBrJ3NIckOO3sv1Rk2rbyVb8bymJcLBfAhY0BYrG/Y\nRp4/mcnBj/W7R2B4jjkH/2b/rZS3NP9vBQQaYwDmGn7fB/8UM5jBFKbKVk3bcl1XUZ+L7sPZBu5z\nAYUjH9BFGUru9xZate6zkHxAyJfHAUJtWa6rK99zVBXOxo0bcfz48bHOtV4VAdCj+++/H+eddx6A\n0RczgJE6U9xqp8EfEO7Gw/e1L+dyeTWsKbxVmrQAGvE37IeD1fdDAYZU2IlCzRjjrA4N0xhxSzWQ\nNwhJkaJruzjfno977b21IdCXR1XgNy6E1LXQyDB9EFEFc5M08NDCD6UlZO0b9yt/kjxdCWn5WafB\nR+gjTAsT8Fvs6khCcZ19ZToJ/Hg4PdNzAAgDpDZ1MEKNDvhHneybjv4ADIeUs6xBSeEKtrDoootF\nLOJHWz+KpXTJjcTRMR1MJVMwyLt4ctbAYv4k+yQ8IXsCPpd+DrOYdY0eHAQW8Efgl2QJbJp3V8Mh\nT0LgCBDaoSsYGSuXCAKtceOLvxAvxAPmAey3+3G/ub9UPvz3D7wT/+2W/1fJ50GWv1LrXl5GctA0\nSbCsZD/cPrTNue+LPhfJSttG23URs1KSHxlVkOeDQ1LoPTaJ6h4/NzeHZz3rWfi7v/u7ZZ1vrSsC\nYEBpmnphjsbq5a01ORBqN2oV/PleOHSs7OJCyvcS0R5qdb+i9OF9+5EVkKBQOUitz8IB0YouYVyL\nNzMMOz/cunqAAzvI3R02QxPNWpDjK2Tqgh9Ndax/PtirAwL8GtSFPy3NdY6T6fXNZT6FIFBLty+d\np1raPaFZ/cYBah521TnHkfbRSKqy+GvgR9MPzA9wkbkot8ZRvcACrqg+mgZ9CZK8OxUaEQQowR+v\nA2hh0UMPC1jAdeY6dNNuXmYYMxwLnJZNkjfkaE7BGOMaMwzsANPdaWeJpK5PuAUwQQKkcHCXZcUY\nxjYpWfl8EGitzauWWJtbABmYuUZr1mKD2YDMZNhkN+Fyc3nelUzRQvkYjuFBPIj//oF34L/d8gZX\nlk1j2rnKubfEudXZtlLZaNm1VUCQqtJQmFQPk7vtG6bhWhP/BH4Cf42/Hvv+k+L3kw/s5LIPCOX+\n2nzcD0oex6rjNmzYgIceemissNejIgAGtH//fpx77rmw1ro6f9ZatNttpGnqGnVwCGw2m96b2+fy\n5aoDfnUenklevu/+1Ifwmue/wsGebCE4Yv0Dhl/ZrM6K22Yw7PPLsmU6DnBuY/pKpq9bY/OWcNbm\n9V8s6ln7tHUh10TVi1ZTCP60Zd/xk0Kg7xxyPw4JPH1aQS9/+1y+2jpf+rhWGwa1+0HmBV/mUMi7\nfvJNWutq3z1YpSqLX+iedBDEwtGmu83dOM+c54Za5A0RfKNSNEwDfdvPwy4s9a7enynPe+hhCUtY\nxCKO2qPoZHlLYx8A0vNNH30t0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X8W7x8/V0nhnSrste2zwB+//unTp2vDrTz77LMAgHa7\njcXFRdx+++2mQbSMpRX/rQBACS4W/KXSSgNAC/54+GV8tDhqYdK+42vBn+bx0+61BDWZzpbtkMfx\nMUR5mjWxCaNzSXoR+4y3z
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