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Checking rotations of a Signature, beam velocity as is
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{
"cells": [
{
"metadata": {
"collapsed": true,
"trusted": true
},
"cell_type": "code",
"source": "from netCDF4 import Dataset\nimport netCDF4 as nc4\nfrom netCDF4 import num2date, date2num\nimport numpy as np\nimport matplotlib.pyplot as plt\n%matplotlib inline\nimport datetime\nimport sys\n# this is important in order to import my package which is not on the python path\nsys.path.append('c:\\projects\\python\\ADCPy')\nfrom ADCPcdf2ncEPIC import EPICtime2datetime as ep2dt",
"execution_count": 1,
"outputs": []
},
{
"metadata": {
"collapsed": true,
"trusted": true
},
"cell_type": "code",
"source": "pydata = 'E:\\\\data\\\\MVCO15\\\\10573_Signature\\\\Nortekncsmall\\\\10573sig001_1h.nc'\ncontdata = 'E:\\\\data\\\\MVCO15\\\\10573_Signature\\\\Contour\\\\10573Sig\\\\Exported Data\\\\S100076A006_MVCO15_00.ad2cp.00000.Burst.QAQC.AVER.nc'\n\npyd = Dataset(pydata,mode='r',format='NETCDF4')\ncd = Dataset(contdata,mode='r',format='NETCDF4')",
"execution_count": 2,
"outputs": []
},
{
"metadata": {
"collapsed": true,
"trusted": true
},
"cell_type": "code",
"source": "pydt = nc4.num2date(pyd['time'][:],pyd['time'].units)\ncdt = nc4.num2date(cd['Data']['Burst']['time'][:],cd['Data']['Burst']['time'].units)",
"execution_count": 3,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "print(type(pydt[0]))\nprint(\"python first ensemble time stamp %s\" % pydt[0])\nprint('the second time stamp is %s' % pydt[1])\nprint('the units are %s' % pyd['time'].units)\nprint(type(cdt[0]))\nprint(\"Contour first ensemble time stamp %s\" % cdt[0])\nprint('the second time stamp is %s' % cdt[1])\nprint('the units are %s' % cd['Data']['Burst']['time'].units)\n",
"execution_count": 4,
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": "<class 'datetime.datetime'>\npython first ensemble time stamp 2015-11-20 14:00:00.000006\nthe second time stamp is 2015-11-20 15:00:00\nthe units are hours since 2015-11-20 14:00:00\n<class 'datetime.datetime'>\nContour first ensemble time stamp 2015-11-17 11:41:02.876033\nthe second time stamp is 2015-11-17 12:41:02.876026\nthe units are seconds since 1970-01-01T00:00:00 UTC\n"
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "fig, axes = plt.subplots(figsize=(15,2))\nline1 = axes.plot(pydt,pyd['P_1'][:,0,0],label='python')\nline2 = axes.plot(cdt,cd['Data']['Burst']['Pressure'][:],label='contour')\n#axes.set_ylim(18,22)\naxes.set_xlim(cdt[100],cdt[-1])\naxes.set_title('P_1 & Pressure')\naxes.legend(loc='best')\n#print(pyd['P_1'][1000:1010,0,0])",
"execution_count": 5,
"outputs": [
{
"data": {
"text/plain": "<matplotlib.legend.Legend at 0x8ab1588>"
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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T3FNh4yRppRu7EpoO+NPvp+QW81TAGSLispj/SCNe6ghmW6fLw2zAu7IhbQ0/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\nQmCC\n",
"text/plain": "<matplotlib.figure.Figure at 0x5721278>"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"metadata": {},
"cell_type": "raw",
"source": "This data set needs the following time shifts:\n For hourly data, 6 h"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "# adjust time offset\nn = 1\ns = 100\ne = -1\nvarname = 'P_1'\ncvarname = 'Pressure'\nfig, axes = plt.subplots(figsize=(15,2))\nline1 = axes.plot(pydt+datetime.timedelta(hours=n),pyd[varname][:,0,0],label='python')\nline2 = axes.plot(cdt,cd['Data']['Burst'][cvarname][:],label='contour',marker='.')\naxes.set_title('%s with offset applied to the python data' % varname)\naxes.legend(loc='best')\n#axes.set_xlim(pydt[0],pydt[-1])\naxes.set_xlim(cdt[s],cdt[e])\n#axes.set_ylim(10,15)\n#axes.set_xlim(pydt[120],pydt[170])\nprint(type(pydt[0]))\nprint(\"python first ensemble time stamp %s\" % pydt[0])\nprint(type(cdt[0]))\nprint(\"contour first ensemble time stamp %s\" % cdt[0])\nprint(\"time offset applied to python is %d hours\" % n)",
"execution_count": 6,
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": "<class 'datetime.datetime'>\npython first ensemble time stamp 2015-11-20 14:00:00.000006\n<class 'datetime.datetime'>\ncontour first ensemble time stamp 2015-11-17 11:41:02.876033\ntime offset applied to python is 1 hours\n"
},
{
"data": {
"image/png": 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bEmsJpMHVUYRXKMO3vaplzmMjtc8UqgKbv4IT65hjasfCpGqMq3iDSk+0fngW\nEo+vgwUDsGlQP+FDgooV45fBtVwTP5Zh9fugZxgdbrzIyOahPNOotPu+r6Z3gBNrAT0c4XCFkYR2\nm/jg5Ub+AMtfSXOj/azIJF4Z1Md9FZAbZ3TrVnIcdinQDGZMzhpT7sYtSo+gd/IY8oc9yaQuVdx3\nbHbE14EeqjLXtx8th31MQFZdxVPHmutn4J+prPNtR//L3fjoqSp0DS/mAsFdxL75sGCQw5pu5pug\nz3h5YG/n/uaT42BKK7Srx+hjf4OzXuVYMLwO+bwfIo+PqEg4+iec2ABnt7Ha3IDn4/sxsabghb6d\nnROjBvdU1IoDy253LCO3ZH20JsGMDsgzWxDog+WK/INoPvQj91+Bykj8FfhfHWTCZb0tGDhT+UWC\nO71x/2VqGmz4GNa9x0VzURYlhhFf4kmG9+nx8MZO7JoFi3UPWbsUfKp151LoYHrUDqaaOIo4ven2\nMWrF68KZzcg1b3HJXIx349tQPzCRFq0731+wqjsRFQl7foX9v2G1pTAi6VmO+NXmlxaCojE7763g\nR0XCtDZg01f5ZtGSjxjAFz0ecstjchz83BIt+iTjrP0pZYmhe5eeeJfJYnIQzQ5LnkfunqEXK81M\nKjSJVwc/BCvd6dE0mNUFeXID7xmGkFfeoFe3nviUcWL/Xz0RNn0KgB3BT+ZedBz5qfu7QUZFwoGF\nsGsmiUYfmt4YS/GSZfi5f/j97VuULkmAhgFNSqRjIdHo7guJjv3SpLRjxcwQwwQ+fGEwBTITu3i/\npI7TcZcg8nv+zR1Ox2vD6V2vPK+1Ku9+ytqxNTCzk+PZAkYzpvvNgpmRjZNgzX9utF9aO3IkdCRf\ndAtzvxCPlAT4qQXa9dOMThlAeY9ounfthVepbPLIiIqEHVNgz69E+VenycVn6Vu3LONau2GfSYp1\nuGuecSwamqDfEjwyenRkBSlh9Zvw9xcs8+nMs1c78mX3arStUth5cruKuEvwTTgyKSZtzisbjsPc\n8BXX1PVTU6xJN2mZMJ7cBUoze0gt5ya5cRUZ5mdTtDZ8berHlz2qUVfPMpyprI/31VIhRBkp5VHH\nn+2Af7NciNkTmr2FSLcr+YpzHvzycyTf9an+8GQfi7sI09phT7qBDRNGNAwmC8HhTz5YuQYDNBwN\n5lwUWDWeoaazpEStYNSXN3lhQG/nB/m6mhPr4Pfn/8vUJwTDGwTj3TS1j9aEjO5J6d2zgmoiClej\nwJw+fGl1RT5uAAAgAElEQVT5Bu2GwDprJifbz6Vk1Tt63ro3UZEwtRXSbgUEL6WMIK5EIxb1qu5Y\npWt47zKKRUC/3+HYasSpTfQ6/QdFzAmMmNqf4U0r80yj0u67Qnkn7DY9GcTlg4yyvM5aYyUWDn0C\n7/uxEhqMkLckeqoeDQ9hJXfUOl6dX5nPuoY9PPfm78/h2Gpm5XueKedrMXdYbXycnS0tpCVs/RZs\nSRiQHEkKoO/Pkfw6pJb7jsdRkTCtLdiSkMAo2wDyFQlmct8a97+5rNEErT6GmLOIw8sxCbDZraz6\nYz4thka43yQyPVu+AmlHAAZp542K0a5V0uDWcbpQZUKWPMefeT+l9caRxCRaea9jJfdRUq6fhgWD\nSPAP4enLT9GjyBXatO3iPGtpiVQ32mSE1Ojjt4sGe48zymjgE3eyFkkJi4YjLx/gdc/xrDJU5Lkh\ndfHKTk+M1H4T3IBiC4eysOA02m4aSD4fD4Y1KJV9ctwLTYOFQ5Gx5/jC8jQmWwLdOvck8EGUNNA3\nWWs6EVISaL39Rzz849k9bwkFYzoRXv8B54+uJDkeZnVFsyZixYwRO0aTBVHKRd4XPgWg92+Yf2rG\nUu/3+eliLT79+Rhjnu7rPuPKnTi4BGzJgB6qYPLOy+9D6lHYP1eWirlnK4UQs4EtQIgQ4qwQYhDw\ngRBivxBiL9AceD7LDYD/diWvMRjh4cunuWegndlCl+82c+5G4n0Vma3EnoeprbHfiGKQ7TVe8HiH\nhDqjMfRb6ryBX7MihAEBWISNLgmzaPf1Rv7695Jzys8O9s5DzuxMtDGQZGnGjgGjyQPvkIZZKye4\nASJ8IAIwCokZK0sWz2Hf2RhXSO16tn2HtFvT3BZbB9mYMahm1l0pikVAo9eg/zJo8gYNrBtZ7fs2\nh9ZMZ+FXL5NwfLNLxHcJZ7bBzy3g2Cq+9x7B0oTy/NCvxoO5cqZOnhy/ox4B/7J89xk+XJn19aUc\n4fRm+OsdThRowbizEYxpWY5qrkhpnbo5be1nEbkCeNd7LomXTzBo6nYSU+zOr88ZHF/rcLvTrYBh\nuaOZ2j/cOXt61X0RYdR/iwYhmXI6P2/9fpDs3Hs0S1w+BEdWIjFgkwak0fzgC4ZZpWpvRNfpFE06\nwnq/iRTf9QmTfp5Jss0N+o81Eeb2QbPb6RHzDNH5a9Pk6Q/und0xK6TG1zR+HZq9TZ6ks6zM/yUr\ndh1n3KL97tN3NnwMBxczL2Awc2LK8W3PajnnLl+lOzR/h9Abf7Eg32Ri//yANauW5owst2Pd+3B4\nOTP9h/FNQmNq9n2XwApOit8VAlp+DKWb0TRxBS+Z5lJxTR/2bvnTOeU7G7sN5g9AXtzLWNMohog3\nia01Wg9XcaVreL4y0GQCuRIv8oxpEa9ceIXPp/5CktUNxpU7EXcR9s9DorvKWoWZTp26Z1lJA3fa\n8Dr6BMzsjHYjiq/snTCbjDzZpjPBVRtnm3xZIuYsTG2DPf4K/ZJf5axPFWYPqUUhv6w/hLuSPpW2\nI1Zrg6Uew+MGMKRJZZ5r7MYWEyn1eI9V4znqFcZT0c/wbCWNwcXOYSh5nyn3M6ygTzV25lN7V2YM\nqknYw5QR6MhKPTOd1NAcsQHmu2WmywrH1iDn9oOUuLR4oxMtZ1OhZtMHL9uV3Cb72OCe3WlVqZBz\nyj61EVJuwsZP2B3Qgg4X+jKhbSj93TmI+8hKmD+IZJM3NW+8Q3i5EkzuU931Vp1LB2BKKxKMfjSK\nHk2FsmWY3KeG+7mLzuoGR1ZgR5CCmZjOCyhY0Ykru1GRsPVb5IGFHPOtTavLwxnSKIRXW5RzXh3O\nICUBfmiMPeEazyUMpI7PJbp36ZG1zWadybbv4I/RafErXxX9lFcG9cm5d5WUsPhZ2D2Tt3zeZF5c\nKEufrev6xAQHFyPnDSDKpwrNLz9H9zohvNm2Qs5aZTd+CmsmcsKvFo0vPcfEdhXpV6dEzsmTyoLB\nsG8eGpAsLexvMiPnLUsHF8PcvuwJbEv7qO6817Hy/SecuRvrP4a17wCgIfhc60b9ge+7VyIjKfU9\nzv6Zxrfez/HFjSeYPaSWaxYNb0cGt+IptidZXuR5Jvet4X5byiRehymt0aJPMtHWlyLmeDp37k6e\nkFsV/My6PhonTJjgKlH/H5MnT54wZMiQ2x/MFQAVOyOOrqDmzbXUkPvI9e9C9lmqUCjIzVKXHlwC\nv3TGlhhD7+SxXPSvwq9DalPQ2UoagF8RKFkfAopDw9cgb2mCjs2gk9cefjucRPKB3yke6IMlj5sF\noZ7eCgsGwa4ZbM3VgC7XRzCieWWGtauPoUQdvV33g18RKNkA/IoiUhIIi11LjCU/b203UatUXucr\nyq7g5AaY3YMr3mUYGjsYr8LlCOn6jvMCuPMEIxKvI6K2YRBgxM7CfxP4LaYs4SXz4GFy07351r0P\nF3YBuptAyTKhNGre3jll+xWB4nUguAEIEwUPTSEknwejduUhpIAPZQrc554vruT0FpjZEWlPxm5N\nZl+uCD4e2ArP7Nhb0Ts/FK+L5Z+f6OJ7kN+jPPE4spjSBfwx+N8z9jl72D0L/v6CXQEtmRlXjVzN\nXqNcuJMXI/yKQGgHhE8h8u77gUZ5o3llf3FMRiMRJd1oEvX7i8jjaxnvOZY11sq8PmIQ/gVzcAHi\n5Ho4uRGBxCQ0tkZ7s9EaknPZi3dOgQ0fszqwHxMv1OR/vapRrXg2TDADyyHyBOO7ezIdfY9w9Pgx\njl1LoXKFHFLW/pkOK3QFOlfSZXKHNGZw67ru4c579SicXO/wmNGYc8yIoUSdnNkiIyoS/v4C1rxD\ntH8oLc4NoketkjzftKxr6jOa9QzHmg2AI5ZQRu/0o37ZwMztjelqoiL1hY6Di1jm34vXrzTm657V\nqFcmMPtkMJj0eyQ1BJJK5nOsuFGE7/faaRCSnwB32X4nJQFmPoW8dJDnGMUGcx3GDR9EwWL/X4+Z\nOHHihQkTJky+V5Huo6gBWLwg4Rri1EbHj9XO/CM21qeUI6JkHtdkrcoq+3+Def2RtiRsmuBv7+Z8\nNayNa+MAUieZfkUhqBaiWATe+3+hNRsJSdyN3DuXCwER+BUs4ToZssKpTXoAZUwUNgy8nNifkU81\nZcATJZ3zQvAroqdDrtwNcf4f6l2dy02PfLy53UJEyTz3ZVrONs7ugF86E+NZhMZXXiI4tAYjB/TF\nGOBkRdvirWdl0nTXgDDjKbafvcn4SA+K5vGmdH5v59b3oMRdhOWvIm3J2KUBzWAmqONEhJ8LlILi\ndSD+ImVOzqSEj+TIro34e+cisMh97J/kKqSEuX0h7rxj2woIr1aNwNCG2SeDXxEoUg3PnZPpaNxI\n6YRdaHvmIkrWR+S0snbpIPzak6t5qtH8/GDC6rWmR1MXJkEoHAae/hQ48BPNfM9y4NABohM1Qsq6\ngWVtzxxY+y4bCvbnrfM1+LpntZz3LkidVGn6pMrfP4AXD5aioK8nFYv4Za8sO6fBspe44leR9uf7\n8lzjMvTKzu0DCoQibMn4Hl9CbeNByl3+gx/PBVGlQmj2zmmuHoNfeyI13d3eICTVw6piLOEmCbkM\nJsc7y4YAjntWYNQOP+qWzkdBv2xUVlK9dqK2IaWNF+P74h9UiS+6V3Xd80pbgC6GSIqlStw6oswl\n+XinpHG5/OTNySyHqZ4u0cfRMDA2phND29Sjc41sNg6kGS1KQMQQDJf20z5pMaetfry1w0SN4gE5\nP/c79Tf80gV56QDjza+wRqvK7KdrERx4+/nWw6moARgtt0wwQ82X+PZYAHOPwhOl8uVsUPulA3oK\ndS1FnzwJaFQrnIByDbJXjjwlb7GYGNCYelDjer4aOW8ZSIqBmV0g6TqgW0bCq1ajbhMXbIJqNEOF\nDnBhD3WuzCGPxcqBHevx9fIkf1E3CkYGfbDb/CWsfI0EcwBNo1+lQplS/K93dSyusHClDmp5SiAi\nhmKwJlDv+m+0YDP79uxg5fEkypYJcY8Monab/ruKOcsbYgQnTKUJ7fkelgcN1r4TQkDpZnByAyHX\nVlHTcADfowu56E6LHWsmwoGF2DCiSYEwWfB78vX7t0TfL3lKwtWjiMsHMAh9n6UV5zwoWb1pzi2c\nJcfB9A7YNI1WN16hdNFCfNotzPXyFA2HuEsEnllGHeMBgs4tZ21yOUqVDnFtvXfj6jGY3Z3oPFVo\nc6YHA54oxcC6buDKm278wacQgVF/UCBvHsb/40314gEE5ckmK8nBxbBwCBKJMek6CUXr8WrXJhiy\n24J0biec3JBmLTp4OZn3jhajUUhg9ozBsRdgahtsthSsNg0EGE0eGBuNyf4x5U6k9hm/YpAcR+XY\ntZzzCObjf7JZWdk5Rfd6QXdDPGcuwaihA/DxdPHcM3UBulIXxMkNNIldyEFRmi932WkeWsCxd2gO\nsGo88tL+tFj6QiXK0aFDl5yRJdVoEVhWv08XdtMwei4lDFfZvmMLGgaCSrrI6nkvTm/RDRSJ17Bh\n4mdrcz4e2PKuC1MPr6KWfoJZqQsel3bRxbqUa/EpTIs8S/krKwj09cr+weXsDpjeniRM2G12x0Bn\nwdLktZwZ6CzejhVLOwKJjxmG7ixCvM1IreC82f8iAj25yrT2yGsnsGJEAgaThbyt33DdPTKaoEJ7\nOLmBitfXUFMcwPfoIg54VLmtqTlHSE3RGrUNaU/hxcSBGIuF83P/cHKZXfiSTj+oVXwKjGZ8T/xO\nmOE4EbGreHGHP+XKls/5PUnWvgt7f+V7/xf4MTaCV4f0p0jxMq6t02CA2HOIU5swoC92zDpqoGCl\nRjmf4fDvL2Hde2z0a8vLsd0JDa1MoXYTcm4fL5+CsHcOUtoxCJh0oy4LorxpXqFA9sespWarO7OZ\n0ZbXOCyLMXNwTfxyZdMk5vKBdBNuO4tOmthvDqVaUED2u4+d3Aizu2HXbLSPG0ORggX5socLV/2z\nSur4E9Iarh6hYtRsYnzK8NFOSbPyBVw/8Y67pLsg2ZLSFlZrV6+OJTgHLEi3uG1BJeNpdsf68O5O\nE9VcbQlIvAHT26PFXaCX9XU2ejWhce0ILE3Gut/egBmUlcYxizggyvLVLhstQgvi5+XisTn+Cqx4\nDZl0HQ2BFTNBnSZm71zCZIHy7RDH/qTFzSXktV1myu44qleq6HplMSMHlyDXvo+ENE+X4M5vucbT\nJauYPKBiJ7i4j9JXV1HbcID8p5ayIqFs9ns6aHaY0xPiLwL6ayq8alXK17p7jOXDq6jBfwN8oSoQ\n1hMRc5aIy3PpwDryXN6KbfccrEF1MTnbXexOnNwAv3QmzuBLi9hxnC/UjLrh1TE1zsGBLtVUHlAC\n8ocSeHYlXbz+4cMjBfkrSqNRSOD9p6e+H64c1lfsYi/ytPVlVuVqSb3wGng1H+f6e2QwQdwFSHOZ\n1fjliIEbgW5gYQSInAyn/wb0Falon7KMGTYQb49sHHSFgDNbHG7FEoPQ8JHxDN4ZRETJHHQZOLoa\nfn+BAwXaM+JsU95uX5Em5QtkT91GS1pcgABWyNp8vC8XrSoWwtszhyyN/8yAP15lr38Tul/qTb+W\ndWnd5qmcXfX2KwLBDREGE+LaUZp6HGLqxRIsOmqleYUC2befTVQkLHsFDi3hj8DBfHKpKpP7VCe0\ncDa60qW59Okp8At7aYzcH0x0sqBe6XzZp6yd3qy7Z6XEY7NrrJERTBrcmjzebhKnkR4hoGwLxMn1\n1ItZzDUCuLxrGaUL+uGZ1wWJGcChnHRAi7+AVeqLCUaTBXPjsTnzW0rvtlX7WQxx52kas4BS4hzb\ntm8lzoprLLPWRPilK/LiPp4Xo9lnrMBXQ9uQL7Sh+1jSbofJAuXbIo6u5MnE37loy82FXcsJzu9L\nrnwucluNuwTT26LdiOJD2ZuDpooU7zSRwpUauqa+u2H2BN+iiL1zKM8JnrStZ/SuAELLlc96Vuj7\n5fAfMK8fF7xDGRY3EJ+i5SnTxYmx9M7AYNS33HAsnpmEnd9Pm9imladWcJ7sGY81OywaAcf/usUD\nJk+rexsoMquouU/Wx3sxtx/y4KI08+s0z97UH/SBa2NtoiJh+0/I/QuI9gyiZfRLVKlQjq96VM1e\nJSgznNoE8/pjS4xluTWc5V6tGdmvNxUK+7q+7h0/w4qxJGPhqZtjMBSuwk/9wrN3o9zU7Ji2JECy\n1VKbXnHP8E7HKvSIcNFkIDPEX4bJDZGx59IyMCb3XIhf2brZL8ttMoh+b+nHZ4kt+V+v6jQql80b\nZMeche/qkeCRnxqXxtCiSgk+6xaWvZaJqEj9hbRnDvbkOLoljeW6XwXmDq2dvXEBUZG6Qr9vPif9\nImh+6RkGNQhhTEs3iIFKz+V/YWYnbIkxvJfUhUK5bLRr35UCoS7aQyeVqEiY2gbsyWgY6Jw8nnqN\n2/Bisxxwc0nLIJqA3PQ5FzxL0+76C9SuUp5PulR2fbIeuxW+qwdXDgFgkwbOV3uJoPbjXVvvgxJ/\nBb6ri4y/iCYFNmHG1mcxuUtlcRP7e5FyE2Z0RJ7byfOGscRLTz6NiMO/QmP3sSDZbfDbEDiwAAkk\nSzNTSn/FgO5dnTe3OL0Flj6PvHqYdzxfYW5iBHOH1aZ8oWyYEziL+MvwfQNk3Pm092dKz0X4lnWy\nVTT2PExriz3mPIOtr3IsdxizBteiWHa56N6OjZPgr3dA6lkOV1Ob0caX+alfDaq6OtPi0dXwaw8u\neZWh6ZUXaV6tLB93ruyeGcYzzP3OeIbw5I3RdK1TjjfaVHCtzJpdT7KyZxYzvfqwOLY071eNoXRE\ny0yNNQ9f1sd74VsEsW+uvpIp4Iw9H0O35aNontyEFHSB1eT0ZpjaBnlxL1JKhscPJqRqXT7vHuae\nWfP8gyBPKQwH5hEizvCkfS2jt3ly0ViIsGL+ruusGz9DrhwLmg2bXeNUkTZMGtwq+/2p069Yeheg\n6IWV1PKN5rl/CmE2mQnPiTS3idf1Vd3Yc7yrDeCwpTxlurxNQDkn7cGSVdJnEK0/CmxJ1Lgwm0Je\nGs9H+lEsj1f2vcRPb9Y3zUyMoUfKOCx+BfmxX7hr4vXuhsNaRIV2GPbPp6NYx7zYUBYdSaZN5cLZ\nsyATFQlTW8PFfUgEI2L7UiciPOfTeN+O3PmgQnsMBxZSP2UdYfZ9mA/O54xfDQIKuTA2avOXELUN\n0BfqLPmC6dejZ864eKfLICoKh+G9bxrdvXawKgqS9i2lZH5f12Xhtdvgt6fh1EbdvdyxehvQcrx7\nW0gALLkh9jzi7HYMAoTUmHXEQIGKjZzn0mW3wtw+yJMbmGh5kT+sVfl8aGuKhjVxr/tjMED0sVvi\n1k5eiWPMwSBql8r74OnGT2yA6e3g5hVsGPlfUgs+GPAkYdmVSt1ZWHJD/OW0eHwhNab9K/AIruu8\nBG4Hl8LMzthvXqefdQxnfML4dUjtnMk2mR6DCfbOAykRQlCKKDSTJ6Mic1GhsC8l87nASBEVqWdf\nXjORq17BNL3yIo3DyvBJlyru41KdkfTxsMVq4ntiGR38jjL+SDDHr9tpUi6/a+a/mgZLnoM9s5jl\n1ZsJMa15s1dzajRonemx5uF2fbwd6dOym70oF72auh7HeXFnPs7GC54onReTwUnxEsdWI+cPRKTE\nOyx4BgKKV2Ro797uvRP6v0vh5CZAIpC0MP7Dd4dzM/2wgerFA5xvIdj+I3LlOAAEuodL/YgaeJTK\nAWsR/DeBqtAOzF4UPTyFdrn/Zd+//3L0ajKVQ7Nx4psc70jReoCRjGKtqS7jhg3K+a0mUu+RfxCU\nawuJ16lweib1ckWxc89urmVHJrsz22Baa0iKwSZhia0mnwxqTaGczNjk6QdlW2DcM4vOls1EXvfi\n5r6llC3o73oX6z/HIS8dSBtrPAqUZVjfHNxz6l54+sLNa4jTmzEAAo2Zhw14l6nnmlTS10/B8lFI\nWyJ2acAuzJTt+g5md9iSJG9pRHBDPHdPoxUbKZ+0B7l3LrEFazvfRUuzw8KhcOA3fsg1iI+T2hNR\nraruYuMulqJ74eEL6RZcN1lDeO0fX2qXyvvgfef0Vvi1J5zZwldezzIloRbTB0VQuaib7q+ZFrcm\nEUCo4RQpyYm8uNWLQF+v+/eGiT4Bs7oiU+IQgJSCGlXDqFSnpTOlzz4sudNc1A0CbuDN4K35CfDO\nRcUivg/2Tt85XU82Y0vEqsEG7xZ8Nayte2zz8/8WVpMJvzibIK9kno3MQ0G/XM51+3YsGMrzu0Bq\njIgbSOlKEXzeLcy9573w37ymZH1EgVB89v5MD6/tnI06xfqT8YRXqeQ8/QD0sWZubzi2itlevXgz\npg3f9qpOswpZC9t49BQ1SJeWvSv4FiX/kVn09PibjacSuLhrBQX9c+Od/z5fjlGRsOUbWPcBbPqM\nq7ZcmKUVhJ4QI7jz2zmfkvpeGEywd64+8BstmHzz09G6jNyJF/hhywUKnFlOoYDcD74PkpS6SX71\nBI5ZQvGy3cAgBAaTBwZ3ySIVVAtsKfidXEpt4yFCrqzg+6iiVKtY0fUT4JMb9RStlw8xzvwyf2lV\nmT3kzilac4zU7IdxFyh0djm1jQcJOreM2ZdLUMmV+/wsHKZPvtG7UsWKVShfs4Vr6soKXnmgdFNM\nO3+mpdxIaPIe5L552F0VD6tp+u9ox89IRFqwdki3d7Iv/vZ+MXneEt+321iJcf/40DAk0LnJaeIv\nw9TW2JJvMsb6NBe8QijX/V28nO0u9yD4FoaEq2mWIoO0M+WAnQv+1Qgp4OOc39HpLTCnF5xYy1Sv\nAXwY25y3+janat1W7jHeZpbUBVefgoikWGomrMUqLLwamYvyhR7ASnBsDcxoD/GXsGHk08RWvNWn\nBXVK5dC+bZkh/US83itg8qDq+V9pYjnEjN0xGA4vo1hen6wtSBxegZzZiZSUJOya1OcvZgt5MxEv\n47ak9hn/IPDKR/DlVTTP9S9j9gRyKBrqlw3EnFVFwpYC695HrhqPvrANCGhYM4I85bM5i/fdyLiw\nmhxPyKmZNM51gn/27uV8nI3yIeUffIxJjod5/fUEW+gLhp6Fy/Ns/75Zv7c5TWBZhKcvnv/+Rrjx\nMDViV/PeofyEhYaSyxl7kJ7cqMcHx13AhpF3bnZifM9mNA8tmOWiHr0YtdtxcZ8eKBt3HglYpZn5\nlf7Hk0+2y5r1aO885KKhaVsCTLU1Z7r3YN6tZae24RCiZL2HZ8UyNX6iRD09Gcv6D5EbPwO0tLiA\noy1nERrR9P5+3HYrLH0Bds9klWcLhsf05sv6klbex/Q63ek+ZdjJ/ltrO/aWe54vurswxvD4OpjZ\nEaSGFRP95QTGPN2XSkWzee+grLBxEqx5G5Bp9+lQ6It80qWK8+/Thk/gr7exY0BKwGjBNGCpe/Wb\nZS/D9h8BsEnBTK8+NB/6kXMTrqTchEXD4OBi/rA0Z2p8TUZVuEG1+m0RQW4UrH03oiL1CfKhJcir\nRxhleJm/ZDi/DqnlnCQ+STEwtTXa1WMMsI/jRK5QFgyr4x4bwGYkde8lWxIA5w2FGJL4DAXL1eKd\nDpUebB+o4+tgZieQdmwY6WF7g+G9e9C4XDYl3XEV1iRYPAL2L2CLuSZ/JwYR+kRbWrbM4ib3p7cg\nZ3WF5FgEYMPA6covUKrTmy4R26XsX4Bc/CxYb6bFZB1qNpNKtZrd2aoRFaknPIs+CbtncsajDD1j\nn6F9KSMjS13Co3QD9xpfH5QDC5GLnyVRM/FRYluCvAUt2jxFkcwm/bh0QLdMX9zHJqpSQ+7HIjSE\nyYLot8T979XyVyFyclps42dFJjGwe7f7dwU9vwvmD0JGH8eGESGle76Xs0KG+L6l9rp85P0y3z9o\n8qnY8/BjE/1/9Pjgk5VeoEzn+xtrMhuj9nAragBr34P1H5E6yTyiFWWsfIZW5fPQJd9p/Mo3urWz\nRUXqGrFvEbRrx0jauxCvmGNIdPc9mzSwPXg4VXu+7X4JQ+6XZa/A9h8AkMBOexm+yz2MyjXq073w\nRfJf2545Jev4On0SG32MaZbuvHuzPV92r8qTFQu5vAn3RVryjGSQGgmWfLSMG0fR4ApM7lsDb2fu\nXyMlHFqKXDwCkRwH6H3pQrWXKObuQf7p7pOUGjcteWkXN4a8JSoxuU9158UbbvkWVo5lh29T3r/y\nBGMrRFOjYTv3exmkbqdgS0YC38lO/GTuxfd9qlO9+APGeERFwuHlcOh35LVjfG7oy0/2VnzdsxoN\nQ7I5mYuzSIrVkzdc2MOL4lU2ierMGVqLUg9iQT65ERY/g4w5y0umsWyUVZk/rDYl8uV2ntzOJnWR\nTBiQW79DJlxhsr0NWw1hvBRyg0pPtM6aEm63wT/T0P4cj8GaADz4xMDt0DRdWdszGwmkSDM/lvqS\n9m073DtGyG6DDR8jN3zEDUMevGw3MDkm3IZ+D/Ekc+XrsOUrQH9fH9WKMMX4FOZyrWhfNJYqtn2Y\ngutDoTA4uBi5eATY9b1dtxprMODms7zYsjJP1wt2vxhXZ3H1qB5acOM0ErBJEz+X/oI6jdpQqYjf\n7dt9eoveX06uJ1748HJif87kb8y3DWwEx+9yv4XmO5FhAXq7Vp4RYhwvtapC9/BimfcYOr0VNn6M\nPL6WGGMehiYMo0QBf8aUv0qAOyXeuR9uSZymgZRMNXTiI2tn3n8qjPZh92FdPrMV5vTBlhiDZrdj\nEBoGowVD//sfax4fRS39AxECu8GC0XYTu9Q7qzQYOVOqFwkGX3LFHif44koEemplO4L/a+/Ow6Mq\n7/6Pv78zCUQWlU1lX1wgEMIqqChgqaiPWlm1yhLQFtHHWtu6YK20WO3l2tVefX72ccGKWK2Vx7pU\nETewKKIGZRNEA6QiO4hASGbm+/tjJjGk2chkmZl8Xtd1rszcc+ace+7cc+Z8z72cd8OZrLEeTAm+\nQpqHk+eqypEofSIORAgQ9BB5kePoaDsJWAQCTfjsvMdo2XMk7fasILhpCXQaAoEgBRsWU7jyeVru\n+nePXHYAABrFSURBVAiAIg9yhc3hupxJDOneAJN0HInik6fm7WDhzymIBBj39Q2kte/Lo9OHxD9o\nG6JjAl68CT5dyL/tBNpGdiTfCUNxObU4HhbdTuGhg0w/eD1fthrEo9OHxD/71fJH4Pnr+fiYEYzZ\n+j1+fG5v/vvsBLnPXXk2L4P1r8D6hbAll/npY5hz4BLuGNePCYNq2HW4eAxAuBCAe8KX848WE3l4\n2qmckgi3kYhH7F5NvnU1v/bLOSpQxNgxl9K+bw26Ea1bCPMvKWmVnu6/4JarptbvNPzxOrg7esKd\n+zgRDHcIBdL55Nx5ZA05p+KTqeILiYEA/uE8bOd6PqEr3fzfyXdMqa5SLfoAeZHjuS38Pdpln8PM\nkSeV/91Y/Ry8/FPYu5mXAiOZVTCF24YEGNf6cwLJ1AOmPIf9XhuF6UfTtHA3RR4kQAQzxzAiELtb\naVTYjT8FLmPg5F8mdpfP2vLGXdElVgZf+VE8Ej6fvUf35IIO++k56GxaNG/GwbxlHFz9Mq2+fBvD\nCRPge4U30Gv4eK7/9smJOTlcZQ4LQgAPsyXYkT8eHE2fNs7I0eMqP+6GCuFfv8dfvxPzCGECTC+8\nkewR4/nht09Ovq6OFSk+p+k8NDok6IO55DYZxP37vs30HnsZPnosaV1Pq3obny+Ggj34O39iV/rx\nXPrVdZzZqQk399rOUaeMjOtY03gCNTi8u1+7nvD0NHzDa5T9KQx5gCARzKJB2sJWlxP51m2M7NmO\nZls/+GYbyXyQr0jpMmp7Mqz8O6E37yPt6y8OW22vN6MlBzGL1oviMtwWOYa2tpeAQZgge0+7idbn\nzarnDxGn7Z/AY2MoKtjHLw9eSpdmh7h4zKW0613DWRjzlkSv0G38F4c8yD2HJvBqi4u5d1iIobY6\neevS7o0wbyKRnRt42U/lqeBF/Hj65Jp134yN/fTVC1h/9OlcsO1qrjq7FzecWwf3DKoL4SL45y3w\n3p/5JD2Tlw5k0ir7fCZPnHhks2Dt2QRPXALbiqdUN54+OofRV91Tv7cBqEsHdsH/jsJ3fVZys9hN\nFz7JKYNHVX8bq5/Dn50JRftLurFtGZAErdIVWXANnjsvOqkD8GH4JP7Y7CrOOaUV57XY8M2U8eFQ\ntHVkwcyS1pEvactthVP5uuto7hh8kBMPJNFV/yNR9mJrekuCh3bzkZ/IS6FBDGgTIfPkE2kSDHJo\n61qO2r6Ctgc2AFDkaVyX8UtmTLqMgck2o2FlSv9edxwM+e8RfuU2AvnvYkAEWJnWly+OHci3d84n\n4GFISyc0eQFNup3e0LmvH6XrTSBI6Phsgl/Ezi9jp7XFDWtf+VG04GDs/CXAl4N+QseLftYw+a4N\npetH0QH82auwfV8ScQiRxss953DsoPGcdMKxnLD3I2zjEmjVHf8il9AH80gv2IF7tHxCBPh3/x/T\ndUySHmOra/kj+As/AQ/HhgE1Ye8lf+O43hXcWqZMd/ZP0jOZuO/HXHpWFjef16tWJliptUDNzB4G\nLgS2uXtWLO1e4CKgENgATHf3PVXtrM4CtbKKCzhciAfS2Tz6zwR6DOfYPWto/tdxWLgwerPbVGs5\nO1KxLl4eLsItyBddx9J012ra7l1Z8mPwdrNRrO57C6e32k3fV6cmf9nt2QQPn3fYfc3WnTuPvqed\nU/1uIoX7YdEd+Lt/KrlCd3XRjzjxrEv4wbdOqr8bANelT1+FeRMhdsXt2tD19DjrUq4eeVL1u4yu\nWwhPfhePhHCMyw7dStawC/jZBbUw+Lm+LZyNv/07AEIe5HdH30CHMydzTu/jK75f4OZlsOE12JOP\nf/w0oXAYPHpFnEATAjnPJdbNQ2vDol/C4vuA6LnS06HhLDx5Nj85tye9TqhkFrv9O+DFG2DVs+QH\nOtI2vI10CxNIa4IlcwtSmdaRaG+GIiIeDd3cAuxt2p6Whduik1fFhN14rOnldB33c87ueVzyfV+O\nVOkTzxOyYcUThF+/m+D+Lw9bbbsfQ4E3oWNgOwGiFw2LRtxCxtk3Nky+61PpwKT0b3DpskvW70lN\nlf3sr8yO3soDJ4KxrOUo1mbdwMCj99F30RQsXJTc5y8VKdO6CHDI09jirelsOwhYpKQX2avhQeRa\nJj8KPkU6IQimYC+yijz/o+h9f4mOVnkj0o+nOs5i1KnZnJ91As2bpkUvzm54nfCrvyCwLTobc8Th\nt5FLOXH8z2vWbbICtRmoDQe+Bh4rFaiNBl5z95CZ3Q3g7jdXtbN6C9Sg4oNXYz6oladseVT0Y1De\nuslq0e3R7jZED2vvhU/hgRY/4PShw7i0/Re03rbs8M9Y/LmPz4L85YTffZDgoT0lV6TCBNg99Cba\nnn9Lw32m2rb4fnjtTvAwTvSE6IHQxTyTMZ4fnNePCQM7Vdx969A+WPpHIovvx2KtAyEP8F73qzkt\n587kPOksNS6g2NpIZ16OnEqwdQ9Oa3uAbn3PpGWnTA7s201447u0XjwbixRhwL88i1tCM7myXwaX\ntstLvQH+xUpuPnoIj90m5H3P5O6iiZx20vFM65BP6z7fOvy79e7/w9e/QqTwAL8LjefJ9LH8+qwI\nw4Jrk2sip4qU7fGx4Bp87fMlrWyfR9rzXtOhtGzRnNF7no62jgTT8anPEUy1QP5IvHlvdAw6ESIE\n+LTXVYSG/5QTC1bR9Imx5f9GpbpU+Q2uK43h/KU8h7UuprF/8Ez2fH2Q5nkLOWb/57EL78bfj5pI\n6OzbuKhfB5pvS/FeZOUpaSU7FJuXInqh/a1wXz6x7pzbbB0dQ5tpEtrHPs/gKAoxcyKBJuwY9zTt\ns2p3RtBa7fpoZt2A54sDtTKvjQUmuPukqrZTr4Ga1FwqH9DgP8bsuRsBwqyOdOEki44F8UAaeb2v\nwcNF9Fj7IOYhIHpitTA8mCXen9vS/0I6ISwVTxYO+8FLj/bz/vxNdgTa8JdDI2h9dHNOHTmG3kO/\n/c17Pl8M//oDkY1LCRR+xTuRTPrbpynWMhItDx80nQObPuSoLe8SoPJjaNiNBa2nM2jSHYk9GUZt\nKRkbcBpsW03kzXsJ7N9K2A0jenVja1pHmkQO0jqyM3bF0vhR0dWE+kxkzsV9aneK/0RTqi55sAnh\nKQu+GSuR6sfeI9FYT7olPo21bpT3uSv7DjVWpcsp41h8xZMULZ9Lk4Id0TkcPMDv7TL2ZH+P73ba\nRa+CFXV2wbA+A7V/AH9198er2o4CNUkYpb+srbpB7hOEFv+WtEO7K3xLxOFxu4Adw35BzuldabN7\nRWr/IJQ98G9civ/jOmzHumho4rDPmuEESKcwevWJaGDy09CVhPpN5aY+ezl+VzVnFU105f0QLrod\nFv8aYu1HG9qezeaOF9AqvIO+q+/HYq0jKTcBxJEoPABPTcE/fbWkFSk/0JFQoCldQ5/FurAF+Cwr\nhWYzrEpjPZk8UionkfjoO1S1t+6D1++MTudvQcIjf0raiBvqfLf1EqiZ2a3AYGCcV7AhM5sBzADo\n0qXLoI0bN1a5P5EGseldmHsRHinCLY1NZ91LMC2djm/8CIuE8GAjG6xdnrfui96fJHY7jE1H9ebf\nzTLpULCOrvs/jvWDD7J76I2p1RW0IrrqXz3llRPoaq+IiDSsBmp5rPNAzcxygJnAKHc/UJ1MqUVN\nEl5F3Qd0wh1V2YD2xnrSrfpRPfpuiYhIImqA36I6DdTM7Dzg18AId99e3UwpUBNJAZqoR0RERKTG\nqhuoVTnPtpnNB0YCbc0sH/g5cAvQFFgYm8HtHXefGVeORSQ5dB5SfiBWUbqIiIiIHLEqAzV3v6yc\n5IfqIC8iIiIiIiICxH9rbREREREREalVCtREREREREQSjAI1ERERERGRBKNATUREREREJMEoUBMR\nEREREUkwCtREREREREQSjAI1ERERERGRBKNATUREREREJMEoUBMREREREUkwCtREREREREQSjAI1\nERERERGRBKNATUREREREJMEoUBMREREREUkwVQZqZvawmW0zs5Wl0iaa2Sozi5jZ4LrNooiIiIiI\nSONSnRa1R4HzyqStBMYBb9V2hkRERERERBq7tKpWcPe3zKxbmbQ1AGZWN7kSERERERFpxDRGTURE\nREREJMHUeaBmZjPMbLmZLd++fXtd705ERERERCTp1Xmg5u4Puvtgdx/crl27ut6diIiIiIhI0lPX\nRxERERERkQRTnen55wNLgZ5mlm9mV5rZWDPLB04HXjCzl+s6oyIiIiIiIo1FdWZ9vKyCl56t5byI\niIiIiIgI6vooIiIiIiKScBSoiYiIiIiIJBgFaiIiIiIiIglGgZqIiIiIiEiCqXIykbpWVFREfn4+\nBQUFDZ2VhJWRkUGnTp1IT09v6KyIiIiIiEg9aPBALT8/n5YtW9KtWzfMrKGzk3DcnZ07d5Kfn0/3\n7t0bOjsiIiIiIlIPGrzrY0FBAW3atFGQVgEzo02bNmpxFBERERFpRBo8UAMUpFVB5SMiIiIi0rgk\nRKCWbH71q1+VPM7LyyMrK6sBcyMiIiIiIqlGgVoNlA7UREREREREapsCNaKtYr169SInJ4fs7Gwm\nTJjACy+8wNixY0vWWbhwIePGjWPWrFkcPHiQ/v37M2nSJADC4TDf//736dOnD6NHj+bgwYMA5Obm\nctppp5Gdnc3YsWPZvXs3ACNHjuTmm29myJAhnHLKKSxevLj+P7SIiIiIiCSsBp/1sbQ5/1jF6i++\nqtVt9u5wND+/qE+V633yySc89NBDDBs2jCuuuILVq1ezZs0atm/fTrt27XjkkUeYPn06F110EQ88\n8AC5ublANMhbv3498+fP589//jOXXHIJzzzzDJMnT2bq1Kn84Q9/YMSIEcyePZs5c+bw29/+FoBQ\nKMSyZct48cUXmTNnDq+++mqtfm4REREREUlealGL6dy5M8OGDQNg8uTJvP3220yZMoXHH3+cPXv2\nsHTpUs4///xy39u9e3f69+8PwKBBg8jLy2Pv3r3s2bOHESNGAJCTk8Nbb71V8p5x48Ydtr6IiIiI\niEixKlvUzOxh4EJgm7tnxdJaA38FugF5wCXuvjvezFSn5auulJ1Z0cxKWtAyMjKYOHEiaWnlF1fT\npk1LHgeDwZKuj5Upfk8wGCQUCsWRcxERERERSTXVaVF7FDivTNosYJG7nwwsij1Paps2bWLp0qUA\nzJ8/nzPPPJMOHTrQoUMH7rjjDqZNm1aybnp6OkVFRZVu75hjjqFVq1Yl48/+8pe/lLSuiYiIiIiI\nVKbKQM3d3wJ2lUm+GJgbezwXGFPL+ap3mZmZzJ07l+zsbHbt2sXVV18NwKRJk+jcuTO9e/cuWXfG\njBlkZ2eXTCZSkblz53LjjTeSnZ1Nbm4us2fPrtPPICIiIiIiqcHcveqVzLoBz5fq+rjH3Y8t9fpu\nd29V1XYGDx7sy5cvPyxtzZo1ZGZmHmG2a1deXh4XXnghK1eu/I/Xrr32WgYMGMCVV17ZADn7RiKU\nk4iIiIiIxMfM3nf3wVWtV+ezPprZDGAGQJcuXep6d7Vq0KBBNG/enPvvv7+hsyIiIiIiIo1ITQO1\nrWbW3t23mFl7YFtFK7r7g8CDEG1Rq+H+6lS3bt3KbU17//33GyA3IiIiIiLS2NV0ev7ngJzY4xzg\n/2onOyIiIiIiIlJloGZm84GlQE8zyzezK4G7gHPMbD1wTuy5iIiIiIiI1IIquz66+2UVvDSqlvMi\nIiIiIiIi1Lzro4iIiIiIiNQRBWq1IC8vjyeeeKKhsyEiIiIiIilCgVotqO1ALRwO19q2REREREQk\n+SRnoLZ5GSy+P/q3Fjz22GNkZ2fTr18/pkyZwsaNGxk1ahTZ2dmMGjWKTZs2ATBt2jSuu+46zjjj\nDHr06MHf/vY3AGbNmsXixYvp378/v/nNbygoKGD69On07duXAQMG8PrrrwPw6KOPcu2115bs98IL\nL+SNN94AoEWLFsyePZuhQ4eydOnSWvlcIiIiIiKSnOr8htdH5KVZ8OXHla9z6CvYuhI8AhaA47Og\n6dEVr39CXzi/4kkpV61axZ133snbb79N27Zt2bVrFzk5OUydOpWcnBwefvhhrrvuOhYsWADAli1b\nWLJkCWvXruU73/kOEyZM4K677uK+++7j+eefByi5QfbHH3/M2rVrGT16NOvWrav0Y+3fv5+srCxu\nv/32yj+/iIiIiIikvORrUSvYGw3SIPq3YG9cm3vttdeYMGECbdu2BaB169YsXbqUyy+/HIApU6aw\nZMmSkvXHjBlDIBCgd+/ebN26tdxtLlmyhClTpgDQq1cvunbtWmWgFgwGGT9+fFyfRUREREREUkNi\ntahV0vJVYvMymPsdCBdCsAmM/1/oPKTGu3R3zKzSdUq/3rRp08PeW9E2y5OWlkYkEil5XlBQUPI4\nIyODYDBYrTyLiIiIiEhqS74Wtc5DIOc5+Nat0b9xBGkAo0aN4qmnnmLnzp0A7Nq1izPOOIMnn3wS\ngHnz5nHmmWdWuo2WLVuyb9++kufDhw9n3rx5AKxbt45NmzbRs2dPunXrRm5uLpFIhM2bN7NsWe2M\nsRMRERERkdSSWC1q1dV5SNwBWrE+ffpw6623MmLECILBIAMGDOD3v/89V1xxBffeey/t2rXjkUce\nqXQb2dnZpKWl0a9fP6ZNm8Y111zDzJkz6du3L2lpaTz66KM0bdqUYcOG0b17d/r27UtWVhYDBw6s\nlc8gIiIiIiKpxSrqplcXBg8e7MuXLz8sbc2aNWRmZtZbHpKVyklEREREJPmZ2fvuPriq9ZKv66OI\niIiIiEiKU6AmIiIiIiKSYBSoiYiIiIiIJJiECNTqc5xcMlL5iIiIiIg0LnEFamb2QzNbaWarzOz6\nmmwjIyODnTt3KhipgLuzc+dOMjIyGjorIiIiIiJST2o8Pb+ZZQHfB4YAhcA/zewFd19/JNvp1KkT\n+fn5bN++vaZZSXkZGRl06tSpobMhIiIiIiL1JJ77qGUC77j7AQAzexMYC9xzJBtJT0+ne/fucWRD\nREREREQktcTT9XElMNzM2phZM+C/gM5lVzKzGWa23MyWq9VMRERERESkajUO1Nx9DXA3sBD4J7AC\nCJWz3oPuPtjdB7dr167GGRUREREREWks4ppMxN0fcveB7j4c2AUc0fg0ERERERER+U8Wz2yLZnac\nu28zsy7AK8Dp7r67kvW3AxtrvMOG1RbY0dCZkISl+iEVUd2Qyqh+SGVUP6Qyqh/Jq6u7V9nVMJ7J\nRACeMbM2QBHw35UFaQDVyVCiMrPl7j64ofMhiUn1QyqiuiGVUf2Qyqh+SGVUP1JfXIGau59VWxkR\nERERERGRqLjGqImIiIiIiEjtU6BWfQ82dAYkoal+SEVUN6Qyqh9SGdUPqYzqR4qLazIRERERERER\nqX1qURMREREREUkwSRuomVlnM3vdzNaY2Soz+2EsvbWZLTSz9bG/rWLpvcxsqZkdMrMbymwrz8w+\nNrNcM1teyT4fNrNtZrayTPrEWB4iZlbh7Dtmdq+ZrTWzj8zsWTM7NpZ+jpm9H8vD+2b2rXjKprFL\nsboxJLbvXDNbYWZj4ykbSa36Uer1Lmb2ddn8yZFLpfphZt3M7GCpY8j/xFM2klr1I/Zadix/q2J5\nyahp2TR2qVQ3zGxSqeNGbmw7/eMpH6khd0/KBWgPDIw9bgmsA3oD9wCzYumzgLtjj48DTgXuBG4o\ns608oG019jkcGAisLJOeCfQE3gAGV/L+0UBa7PHdpfI2AOgQe5wF/LuhyzeZlxSrG81KpbcHthU/\n16L6Uer1Z4Cny+ZPS+OuH0C3stvUovpRKm9pwEdAv9jzNkCwocs4WZdUqhtl1ukLfNbQ5dtYl6Rt\nUXP3Le7+QezxPmAN0BG4GJgbW20uMCa2zjZ3f4/oPd9qus+3gF3lpK9x90+q8f5X3D0Ue/oO0CmW\n/qG7fxFLXwVkmFnTmuazsUuxunGgVHoGoEGlcUql+gFgZmOAz4geOyROqVY/pHalWP0YDXzk7iti\n6+1093BN89nYpVjdKO0yYH5N8yjxSdpArTQz60a0Vepd4Hh33wLRLw3RKxZVceAVi3Y7nFFX+Szj\nCuClctLHAx+6+6F6ykdKS4W6YWZDzWwV8DEws9RBVeKU7PXDzJoDNwNz6mnfjUqy14+Y7mb2oZm9\naWa692ktSoH6cQrgZvaymX1gZjfVUx5SXgrUjdIuRYFag4nrhteJwMxaEO32c727f2VmNdnMMHf/\nwsyOAxaa2drYVYo6YWa3AiFgXpn0PkSbnkfX1b4bk1SpG+7+LtDHzDKBuWb2krsX1FUeGosUqR9z\ngN+4+9c1zL9UIEXqxxagi7vvNLNBwAIz6+PuX9VVHhqLFKkfacCZRLvfHQAWmdn77r6orvLQGKRI\n3ShOHwoccPeV5b5R6lxSt6iZWTrRL8M8d/97LHmrmbWPvV48pqdSxd0O3X0b8CwwJDYotHgQ5cwa\n5u+R2PtfLJWWA1wITHJ3L5XeKbbvqe6+oSb7k2+kUt0olZc1wH6i4xglDilUP4YC95hZHnA98FMz\nu7Ym+5RvpEr9cPdD7r4z9vh9YAPRVhSJQ6rUDyAfeNPdd7j7AeBFouOdpIZSqG4U+y5qTWtQSdui\nZtFLFA8Ba9z916Veeg7IAe6K/f2/KrbTHAi4+77Y49HA7e6+GYhrhht3n15mX+cR7aY0InZQLE4/\nFngBuMXd345nn5JydaM7sNndQ2bWlejg4Lx49t3YpVL9cPezSq3zC+Brd38gnn03dqlUP8ysHbDL\n3cNm1gM4meh4RqmhVKofwMvATWbWDCgERgC/iWffjVmK1Q3MLABMJDphiTQUT4AZTWqyEG2ud6Iz\nFuXGlv8iOmvRImB97G/r2PonEL169BWwJ/b4aKAHsCK2rAJurWSf84l2JSmKvf/KWPrY2PNDwFbg\n5Qre/ymwuVR+/yeW/jOiLSW5pZbjGrqMk3VJsboxJbbvXOADYExDl2+yL6lUP8qs8ws066Pqx+HH\nj/Gxfa+IHT8uaujyTfYllepH7LXJsf2vBO5p6PJN5iUF68ZI4J2GLtfGvljsnyEiIiIiIiIJIqnH\nqImIiIiIiKQiBWoiIiIiIiIJRoGaiIiIiIhIglGgJiIiIiIikmAUqImIiIiIiCQYBWoiIiIiIiIJ\nRoGaiIiIiIhIglGgJiIiIiIikmD+P8gytJkHdtLVAAAAAElFTkSuQmCC\n",
"text/plain": "<matplotlib.figure.Figure at 0x8b0bf60>"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "fig, axes = plt.subplots(nrows=2,ncols=2,figsize=(15,8))\noffset = datetime.timedelta(hours=n)\nxlim = [cdt[s],cdt[e]]\nb = 0\nvarname ='u_1205'\ncvarname = 'VelENU_East'\nline1 = axes[0,0].plot(pydt+offset,pyd[varname][:,0,0,0],label='python')\nline2 = axes[0,0].plot(cdt,cd['Data']['Burst'][cvarname][b,:]*100,label='contour')\n#axes[0,0].set_ylim(-50,50)\naxes[0,0].set_xlim(xlim[0],xlim[1])\naxes[0,0].set_title(pyd[varname].long_name)\n\n#fig, ax2 = plt.subplots()\nvarname = 'w_1204'\ncvarname = 'VelENU_Up1'\nline1 = axes[0,1].plot(pydt+offset,pyd[varname][:,0,0,0],label='python')\nline2 = axes[0,1].plot(cdt,cd['Data']['Burst'][cvarname][b,:]*100,label='contour')\n#axes[0,1].set_ylim(-5,5)\naxes[0,1].set_xlim(xlim[0],xlim[1])\naxes[0,1].set_title(pyd[varname].long_name)\n\nvarname = 'v_1206'\ncvarname = 'VelENU_North'\nline1 = axes[1,0].plot(pydt+offset,pyd[varname][:,0,0,0],label='python')\nline2 = axes[1,0].plot(cdt,cd['Data']['Burst'][cvarname][b,:]*100,label='contour')\n#axes[0,1].set_ylim(-5,5)\naxes[1,0].set_xlim(xlim[0],xlim[1])\naxes[1,0].set_title(pyd[varname].long_name)\n\nvarname = 'Werr_1201'\nline1 = axes[1,1].plot(pydt+offset,pyd[varname][:,0,0,0],label='python')\nline2 = axes[1,1].plot(cdt,cd['Data']['Burst']['VelENU_Up1'][b,:]*100-cd['Data']['Burst']['VelENU_Up2'][b,:]*100,label='contour')\n#axes[0,1].set_ylim(-5,5)\naxes[1,1].set_xlim(xlim[0],xlim[1])\naxes[1,1].legend(loc='best')\naxes[1,1].set_title(pyd[varname].long_name)\n\nprint(pydt[0])\nprint(cdt[0])",
"execution_count": 7,
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": "2015-11-20 14:00:00.000006\n2015-11-17 11:41:02.876033\n"
},
{
"data": {
"image/png": 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4liwYyIGaURtaCBfi4VOw7wF4/qswhzP5C5mOoRBelyOv0YaJz+NivAw1cmeG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Jpx+6Ozj+budca4Z+PAvs9cJa8B+eiwY12QqsIEMk0X5QjqZh2hmcdwIaZC0dC9D/4DQ0b1w7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YalWM5Q7cGdeyI4Oh3A39x/VBqi+F08gi4ei9H2IaQgCNhIF/VXP7rEfMSDpxboNXrMr30e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"text/plain": "<matplotlib.figure.Figure at 0x8c1ea58>"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"metadata": {
"scrolled": false,
"trusted": true
},
"cell_type": "code",
"source": "varname = 'Hdg_1215'\ncvarname = 'Heading'\nfig, axes = plt.subplots(figsize=(15,8))\nline1 = axes.plot(pydt+offset,pyd[varname][:,0,0],label='python')\nline2 = axes.plot(cdt,cd['Data']['Burst'][cvarname][:],label='contour')\n#axes[0,1].set_ylim(-5,5)\naxes.set_xlim(xlim[0],xlim[1])\naxes.set_title(varname)\naxes.legend(loc='best')\nprint(\"countour heading is %f\" % cd['Data']['Burst']['Heading'][int(len(cd['Data']['Burst']['Heading'])/2)])\nprint(\"python heading is %f\" % pyd['Hdg_1215'][int(len(pyd['Hdg_1215'])/2)])",
"execution_count": 8,
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": "countour heading is 188.130234\npython heading is 172.341737\n"
},
{
"data": {
"image/png": 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AAAAhQ9ADAAAAgJAh6AEAAABAyBD0AAAAACBkCHoAAAAAEDIEPQAA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\nxRY9i4wAAAAASUVORK5CYII=\n",
"text/plain": "<matplotlib.figure.Figure at 0x8b4bcc0>"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "varname = 'Tx_1211'\ncvarname = 'WaterTemperature'\nfig, axes = plt.subplots(figsize=(15,8))\nline1 = axes.plot(pydt+offset,pyd[varname][:,0,0],label='python',marker='o')\nline2 = axes.plot(cdt,cd['Data']['Burst'][cvarname][:],label='contour')\n#axes[0,1].set_ylim(-5,5)\naxes.set_xlim(xlim[0],xlim[1])\n#axes.set_xlim(pydt[0],pydt[-1])\naxes.set_title(varname)\naxes.legend(loc='best')\n",
"execution_count": 9,
"outputs": [
{
"data": {
"text/plain": "<matplotlib.legend.Legend at 0xa305828>"
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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klmwu5J7F23B7fAAUlru5Z/G2pvMKeiIiIiKDnwKdSJB6atk6rvB/BPYTDvph47/e5V3f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CAAAg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\n",
"text/plain": "<matplotlib.figure.Figure at 0x86f31d0>"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "varname = 'Wvert'\ncvarname = 'VelENU_Up1'\nfig, axes = plt.subplots(figsize=(15,8))\nline1 = axes.plot(pydt+offset,pyd[varname][:,0,0,0],label='python',marker='o')\nline2 = axes.plot(cdt,cd['Data']['Burst'][cvarname][0,:]*100,label='contour 1')\ncvarname = 'VelENU_Up2'\nline3 = axes.plot(cdt,cd['Data']['Burst'][cvarname][0,:]*100,label='contour 2')\n#axes[0,1].set_ylim(-5,5)\naxes.set_xlim(xlim[0],xlim[1])\n#axes.set_xlim(pydt[0],pydt[-1])\naxes.set_title(varname)\naxes.legend(loc='best')\n",
"execution_count": 12,
"outputs": [
{
"data": {
"text/plain": "<matplotlib.legend.Legend at 0xa9367f0>"
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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OHGHr1q0jus4XX3yR73znO/zxj38kKSlp1J/nSCjDJiIiIpIo/M3gSgbb4Hf7RU4Gixcv\n5s477+T888/HbrdTXFzMo48+yg9+8ANuu+02HnjgAaZMmcIjjzwy5DjLli3D4XBw6qmncsstt/Cl\nL32JL3zhCyxduhSHw8Gjjz6K2+1m9erVzJkzh6VLl7JkyRJOO+20EV3n7bffTkdHBxdffDFgNR75\n2c9+Nu7PvzdjsLRgLK1YscLctm3bhJ9XREREJGF1dcJDRbDiNrjozsm+GjnJ7d27l6Kiosm+jJPG\nQF9PwzC2m6a5YrhjVRIpIiIikggqd0B7LWz7JXR1TPbViMgEUcAmIiIikgjKNluP7XWw90+Tey0i\nMmEUsImIiIgkgrI3IKcQMgtg29DzdkTk5KGATURERCTeBbug/E0oOAdOvxXKNkFNyWRflZzkJqPX\nxclovF9HBWwiIiIi8a5qF3S2QP4qKL4BbE5l2SSmPB4PdXV1CtrGyTRN6urq8Hg8Yx5Dbf1FRERE\n4l3ZG9Zj/ipIzoFFV8K7v4Y1d4ErNms/yYfbzJkzOXr0KDU1NZN9KQnP4/Ewc+bMMR+vgE1EREQk\n3pW9AZlzIG2G9fGKW+H9Z2H376H4+sm9NjkpOZ1O5syZM9mXIagkUkRERCS+hUJWh8iC1T3b8ldD\nzgLYrrJIkZOdAjYRERGReFazD3wNVpAWYRjWAtpH34Zj703etYlIzClgExEREYlnkfXX8lf13X7q\np8DhUZZN5CSngE1EREQknpW9AWl5kJHfd7s3E5ZcA+89DR0tk3NtIieJDTsqWH3/Ruasf47V929k\nw46Kyb6kbgrYREREROKVaVoZtvzVVhnkiU6/FTpbYdezE39tIieJDTsq+PrvdlHR6MMEKhp9fP13\nu+ImaFPAJiIiIhKv6j+A1qr+5ZARM1fA1KWw7WEruBORUXvgpRJ8gWCfbb5AkAdeio/F6RWwiYiI\niMSr7vlrqwd+3jDg9Jvh+HtQu3/irkvkJFLZ6BvV9ommddhERERE4lXZG5CUAznzB98nkn07vgum\nFE7MdYkksA07KnjgpRIqG32keBwMlps2DHjwpX38fkcllY0+ZmR4WXdpIWuL8yb0ehWwiYiIiMSr\n0s1WQDbQ/LWI7Plgc0D1nom7LpEEFZmvFimBbPF3YQAOu0Eg2BO6uR02XHaDH71yqHtbZG4bMKFB\nm0oiRUREROJRYzk0lUPBOUPv53BZQVuVAjaR4Qw0X80Ekl0O8jK8GEBehpfvXLOMFI+z3/GTMbdN\nGTYRERE5OdSUQMU7sPzTk30l0VG2xXocrOFIb1MXwdFtsb0ekZPAYPPSmnwBdv6fS/ps+8pvdo5q\njFhRhk1EREQSXzAAT98EG74I7fWTfTXRUbYZPOmQu2j4fXOLoLFM67GJDGNGhnfE20ezbywpYBMR\nEZHE9+ZPoGYfYMKRtyb7aqKjbDPMPhts9uH3zV1sPdbERxtykXi17tJCnPa+c0K9TjvrLu3fsGfd\npYV4nfYR7RtLCthEREQksTUdhVfvh3kfAburpxV+ImupgrqDg7fzP1FukfVYtTt21yRyElhbnMd5\nC6YAdM9Xu+/qpQM2EVlbnMd9Vy8lL5xRM4B71i5Wl0gRERGRUXnx69ai0Zc/BL//gtUKP9GVhz+H\nkQZsGfngTIbqvbG7JpGThMtuY+6UZDb+2wXD7ru2OI+1xXn8ZfdxPv+/25k+weWQoAybJIIjW+HR\nK6Crc7KvRERiZMOOClbfv5E5659j9f0b2bCjYrIvSeLF8+vgz1+FgH/g5w/8Ffb+Ec77d8jMh4LV\nULkz8edylb1hBWDTl41sf5sNchdCtTJsIsM5XNvGnOzkUR2zel4OLoeNl/dWx+iqBqeATeLfgb9A\n6evQXjvZVyIi4zRQYBZZE6ei0YdJzzo3CtqEUAh2PA7bfgmPXg4tx/s+H/BbAV32fFj1L9a2/FVg\nBq2bfYns2HtWsGbv31Z8ULmLlGETGUYoZFoBW87oArZkt4Oz52azcZ8CNpH+Gkqtx66OSb0MERmf\ngQOz97jrD+/3WxNnMta5kTjUcgwC7bDwCmtR6J9faLXtj9j8fWg4DJc/CA63tW3mmWDYE7ss0jSt\nwGsk3SF7y10EbTXQWhOb6xI5CRxv9tPRFWLOlNEFbAAfKcrlcG0bH9S0xuDKBqeATeJf/WHrUQGb\nSEIbaLFSXyBEs79rwP0nep0biUN1B6zHMz8Pn/0L2BzwyGWw61moOwSvPwRLroG5F/Qc406BGcsT\nO2BrroSOpp5GIiM1NRzgVWsBbZHBHK5tAxh1SSTAhQtzASa8LFIBm8S/hnDAFlTAJpLIRhuATfQ6\nNxKHasMBW858mLYUPrcRZpwGv/0s/OpKqyPkJff2Py5/NVRsg0CCBv2RgGvq4tEdl6uATWQ4H0QC\nthMzbHWHINT3pmIwFKS8ubz745mZSSyclsrL+6pifp29KWCT+OZvhvY66/9qOiKS0AYLwDK8zrhY\n50biUN1BcKVA6nTr45QpcNMf4LSboekIXHQnpE3vf1z+agh2QsX2ib3eaIkEXKPNsKXkQlKOAjaR\nIRyuacPrtDM11dOzseU4/PhM+Otdffb93vbvceWGKzne1jN/dk1RLm+XNtDUHpioS1bAJnEuMn8N\noGuQDmEikhAGW4D0mx9f3GedG4CvXVY44evcSByqPQDZp4DRa5Fbhws+9t/wL+/AWV8Y+LjZZwFG\n4pZFVu2B1BngzRz9sblF1vEiMqDSujbys5Ow2Xr9XSndBKEuePOn3WsZltSX8Pjex+kyu3j1yKvd\nu160cCrBkMnfD0zcXFEFbBLfegdsKokUSWhri/O4+8qeEq/ei5WuLc5j8/qL+Pu6CwBoHWRem3zI\n1B2wOkCeyDD6B3K9eTNh6pLEXUC7es/os2sRuYugZp/VYVNE+jlc28bcE8shy96wsvmedHju3wiF\ngtz71r2kudKYkTyjT8C2fFYG2ckuNu6duLJIBWwS3yLz10BNR0ROAotmpAHw48+cxub1F/XLouVn\nJ7NybhZPbztKKGROxiVKvAj4oPGINX9tLApWW639gxNXthQVwS6oKelpIDJaUxdBZys0lQ+/r8iH\nTCAYory+vX9L/7I3YPbZcPHdUL6FP756Jzuqd/CV07/CxfkX89bxt2jttDpD2m0GFxTm8kpJDV3B\nibkxooBN4lufkkgFbCKJruS4tZhx4bSUQff51BmzKa9v583DdRN1WRKP6j8ATMieN7bj81dZSwJU\n7ozqZcVcw2GromS0Lf0juhuPaD02kRMdbfARDJnMyen1GtRWBzV7rb8Zy6+naeYKHir7M8uzl3Dl\nvCu5YNYFdIW6eKOyp8R6TVEuTb4A75Q3Tsh1K2CTIQ20yO2Eqj/cU8MfVNMRkURXUtWCy24jf4h2\nyh9dMo1Uj4On3z4ygVcmcSfSIXKsAdvsVdZjopVFhufPjDlgm7Kw7zgi0u1wrZUlm5OT1LOxPByI\n5a8Gm43/nrOUJgO+0ZWMzbCxPHc56e70PmWR587PwWk3JqxbpAI2GdTAi9zumtigreFwz4uPmo6I\nJLz9x1uYOyUZp33wlx+P087a5Xk8//7xCe3CJXGmbpwBW8oUyFmQeI1HqveCYYMpY+yS6kmD9NnK\nsIkM4IOacEv/3hm2sjfA4YEZxeyq2cWzRzfymeS5FO58Fiq247A5ODfvXF6reI2ukDW/OtXjZE52\nMr98/fCEJDUUsMmgBl7kNsgDL5VMzAUEu6z5C5EXLbX1F0l4+6taWTgtddj9rjtjFp1dIf7w7gRn\n9SV+1B2yOiW6By+fHVb+aijf0m9tpbhWvRuy5oJzHOsQTl2k1v4iAyitayPd6yQzydmzsWwzzDyD\noM3O/33z/5LjzeGfP/o/kDIV/vxVCAW5YNYFNHU08W7Nu4CV1Dhc10ZXyJyQpIYCNhnUYIvcjnbx\n2zFrOgJmUBk2kZNEsz9ARaOPBSMI2JbkpbN4Rhq/UVnkh1ftAcgZY3YtIn81dDRD1fvRuaaJUL13\n7B0iI3KLoHa/bnSKnOBwbRsFOckYkQ6z/iY4vgsKzuHp/U+zt34v685YR0rqdLj0Xji2E7Y/wuoZ\nq3HYHN1lkQ+8VEIg2LcxViyTGgrYZFCDLXI72PaoizQciWTY1NZfJKG9vfcN5p+yHqP+xyPa/7oz\nZrG7spn3K5pifGUSd0xz8Jb+o5F/tvU43rJI04THr7HWaIqlgM9qtpK7ePh9h5K72FpTqu5gdK5L\n5CRxuKaNub07RJa/BWaI2ulL+OE7P+Ss6Wfx0YKPWs8tuQbmnA8v300KBmdOO7M7YJvopIYCNhmU\ntcht3x8Rr9POukvHWFc/WpGW/jkLAENdIkUS3N5Df+W4C37S8jceevYqgsPc/b/y1DzsBlz3P1sm\nr/GRTI62WuvO91hb+kekz4SM/PE3HqkpgYN/g9cfim3WqqYEzFB0MmygskiRXnydQSqb/H1b+pdt\nBpuTh46/hi/o486z7uzJvhkGrL7D+lt05C0umHUBpc2lHG46POFJDQVsMqi1xXnceXnfLlV3Xl7U\nb92kmKk/DHa3NYfB4VbAJpLgqpuOAnCJPZNH2g7yL78+j5bmwQOwV0qqAYO2zuDkNT6SydHdcGSc\nARtAwTlWhs0cx7p+Jc9bj23VUPLc+K9pMJEAa+o4M2w5C8DmUMAm0ktZvdVwpOCEgO3tvMX8qfQF\nbl18K3PS5/Q9aNZZYNih7A0umHkBAK8eeTWc1LD32TWWSQ0FbDKkyCK3X15jvWie+MMZUw2lkJkP\nNpsVsKmtv0hCa+yoBuD+6/7CN6ZdyJZQKzc8exnl5ZsG3P+Bl0oImhM3R0DiSKSl/3jnsIG1tlJ7\nnZW9Gqv9L8K0pVb3xW0Pj/+aBlO9x7pRmTln+H2H4nBZ3TXVKVKk2+Fwh8juksjONgKVO7jX08WM\n5Bl8btnn+h/kToXpp0LZG0xPmc7CrIW8euRV1hbncd/VS3HarWxcXoaX+65eGrOkhgI2GVJ5XTsA\nly+bTm6qm437qifu5A2HIbPA+r/draYjIgnMNE3agk2kB02cTg/XXfoDfn7qv1JvhPj0y1/gze3/\n0++YSW98JJOn7oD1dz991vjHyh/nemytNXBkKyy8Ak6/GQ6/BrUxmhtWtQemLAC7Y/xj5S6K7Vps\nNSVqaiIJ5YPaEzJsR9/m8VQvh7qaWX/meryOQcoZ81fB0W0Q8HP+zPPZWbOTBn8Da4vzOG12JmfO\nyWLz+otiWoGmgE2GVFbXjmHA7Kwk1hTl8vf9NXR2hWJ/YtOEhrKeu4wOt14YRBJYbWsnfpuPTLMn\nS39G8T/y64/8glzTxh3v/ZDKym19jpn0xkcyeWoPQvYpYItCVUfmHKs999G3x3b8gZcAEwovg+Ib\nrVLD7Y+M/7oGUr13/A1HInIXQWMZdLRGZ7zeOlrgZ+fAmz+J/tgiMVJa28aUVDcpbuuGyPFDf+Wn\nGelcMGM1F86+cPADC86xGt9VbOfCWRcSMkO8XvE6ACluB20dXTG/dgVsMqSyujampXnwOO2sWTiV\n1o4uth6uj/2J2+utVsyRDJtDGTaRRFZyvAW/I0CWzd1n+6xZZ/OTj1pvfr/z8pf7PDfRcwQkjtQd\nsAK2aDAMa05X/eGxHV/yAqTlwbRlkDoVFl4OO5+AQJRfk3wN0FI5/oYjEVPDc9Br9kVnvN5aq61p\nCh+8Gv2xRWLkcG1bn4Yj/1XxV0zDxtdWfmPoA2evBAwoe4Oi7CJyvbnd3SKTFLBJPCirb2d2VhIA\nq+fl4HbYeHlfVexPHOkQmRXOsNk1h00kkZVUtdBiDzLFldbvuekzTuefcs5gY6iZ1976Xvf2yBwB\nl8N6qYr1HAGJE8GANYc5Gg1HIjLze15XRiPgg0MbrexapHPcitus4GrPH6J3fdAz32y8DUciYtkp\nsjU8PeLIVuv7JZIADtf2tPR/vWwjfzV8fC51ITNTZw59oDfT+r0s24zNsHH+rPPZVLGJjmAHKW47\nbZ3BmF+7AjYZUlldGwXZ1g+312Vn9bwcXt5bjTmeblsjEVmDrU9JpLpEiiSqgxW1NNoNpiZlDfj8\nTZf8iLlBg2/vfhi/r6F7+9riPP5hyTRmZXljPkdA4kRDmbWG2Hhb+veWOQdaq6CzbXTHHX4NAu1W\nwBZRcB50+KyDAAAgAElEQVRkzY1+85HIfLNoZdgyCsCZZM2Li7a2Gusx0AbH3ov++CJR1uQLUNfW\nSUFOMh3BDu578x4KOgPcUnTDyAbIX9V9g+KCWRfg6/Lx9vG3SXYpwyaTrLWji9rWTmZnJ3VvW1OU\nS3l9OwerY1AT31ukdCUz33pUSaRIQjtedRCfzUZOUu6AzzvdyXyj+MtU2OH/vfjFPs9NTfNQ1dwR\n+xtFEh+i2dI/IlJe31A2uuNKXgBXChSc27PNZoPTb4Ujb0Y3GKreC+50q/wyGmw2mLIQqmPQeCQS\nsAGUDdzlVSSelIYbjszJSebR9x/liL+G/6irx9X7d3so+avCNyje5azpZ+F1eHn1yKskux20dwYJ\nhWL7+qSATQYV6RAZybABXLTQerP1cqy7RTaUQup0cIabC9hdKokUSVChkElTk9VVLydl8DejZxR/\nlssdOTzc9D5lZa93b5+a5qGzK0Rju0qvPhSi2dI/IlJeP5qyyFDIauc/b41107C35ddbr0vRbD5S\nvcfKrkVKL6Mhtwhq9kdvvIi2WusxI99a404kzh2u7Wnp/3L5y6zAw9lpp8AgVR/95K+2Hss247a7\nKcoq4mDjwe4GJm2dsc2yKWCTQZXVWT/c+b0ybNPTvSyekcbLe2M8j613S38Ah0cZNpEEVdHow81x\nALLT84fc998v+QluE7796r9hhqyOtNPSPQAcb9bfgA+FugOQlGPNG4mWSHl9pNx+JI7thJZjsOCy\n/s8lZ8OitfDuU6MvsxyIaVoBW6RRSLRkz4PW4+Bvju64bTXW92fu+VC2BUKxn8MjMh4f1LZhGDAz\n00tpcymFLQ09QdhIpORaWf/wDYokZxL+Lj/JkYCtI7a/AwrYZFBl9VaGrXdJJMCahblsL2ugoS2G\nGa+G0r4LhzpcausvkqBKjreQ5KgDICdr6KxJzpQibp92Hm/g4y+b7wVgapqV3ahSwPbhUHswuvPX\nwAou3Omj6xRZ8gIYNph/ycDPr7jV6mb8/m/Hf33NleBvslrxR1N2+PetLsrrxrVVQ/IU6w1vR1Ns\nGpuIRFFpbRt5GV6aArX4unwUdPh61mgcqfxV3TcovA4vvi4fyW6rk3FrjOexKWCTQZXVtZGV7CLN\n4+yzfU3RVEImvLo/RmWRAb/14pXVO2DzWGtgiEjCKalqweVoBCAnY+6w+1/3kYcoCtn5rwO/oa31\nOFPTrAybArYPiboDPYFGtBgGZBWMLsNW8gLMWmll0wYy+2xrjti2KJRFRjpERjtgiwS+UQ/YaiE5\ntydDUTrGRclFJkikpX9pcykABYHAGAK28A2Kqt3dAVt3SaQCNpkszmPbecH8Z2g62mf70rx0pqS6\n+dveGAVsjWWA2bck0q4ukSKJquR4Cy53G3bTJMM7/HwBh9PDN878OjU2ePzldeSmhksim/Q34KTn\na7TK7aKdYQPrNWWkc9gay6FqV9/ukCcyDKvFf+U7cHzX8GOGQvDLS2DDl6zlAnqrjnKHyIisuVaW\nMDIvMFraaiA5BzJmQfpsKFPAJvHLNM3ugK2syWo8VJCcB6nTRjdQQWQe2xt4Hd4TSiIVsMkkmdKw\nk6mhKtj+aJ/tNpvBKTnJPP/eMeasf47V929kw46K6J34xJb+EC6J1Js1kUS0v6qFkNNHNnZsxshe\ndpYtvo4ZIYPS1qO4HDayk11UtSjDdtKLZIKi2SEyInNOeMmAEcw1KXnReiz8h6H3W3INYMC+54Yf\ns3IHHHnLWnT7kX+A5mM9z1XvtRptjbQBwkg53JAxOwYZthqrJBLCZWJvWPPwROJQbWsnrR1d3Rk2\nr2kyNe/M0Q+UPtP6fSrb3FMS6bICNpVEyqTo6AqS6g+/mLzzqz4LY27YUcE75Q2YgInVUODrv9sV\nvaCtu6V/Qc82h0cBm0gCCgRDHKppxWfrJNvmHv6AXjIMBw1d1lza3DQPVU0K2E56kcAiVhm2UMAq\nuR/O/hesoHG4TpXJOTDrLCh5fvgxS54Hww4f/xHUlMAvLoSK7dZzkQ6RsZA9v2ephGgIBqyFwyMB\nW8FqaK+NfhZPJAo27Kjgsv9+DYAfbTzI22XvUdAZwJhRPLYB81dD2Rt47G78QT9el9XVVV0iZVIc\nbfCRZ9QSMhzWYqMlL3Q/98BLJXQG+95J8wWCPPBSSXRO3lBqrXuTnNOzze7SHDaRBHS4to1A0KTJ\nFiDHkTz8Ab1k2N00hazf+2lpbmXYPgxqD1hBTcbQ3UTHZKSt/f3NcPj1ocsheyv8KBx7F5qGuWlZ\n8oI17+20G+GzfwGbEx6+zOo0WVMS/flrETnzoe6QVZIZDZGW/pHX6O5251qPTeLLhh0VfP13u6ht\ntZrW1bV1UtZ0yJq/NuaAbRW01+LtsG4mOh1WoKYukTIpyuramGrU8Ebe6ZhpM2Hbw93PVTb6Bjxm\nsO2j1nDYKl3pvRaNw2Otw6aSC5GEUnK8BTed1Nsgx50xqmPT7Uk0mNaL4dQ0j+awfRjUHbAyYQ5X\n9MfuXjy7dOj9Dr1sZeKGK4eMiOy3/4XB92koteapRYLAaUvg86/AzBXw+3+ylq2JVcCWPQ8C7dAy\ngsziSEQWzU6x1mUlay6kTNV6bBJ3HnipBF+gVyBlBPA72pgdCMK0pWMbNHyDwhvu72CzRwI2Zdhk\nEpTVtbM/pZkvOo/x0sLz4YNXrDt0wIwM74DHDLZ91OoPQ+YJd1cjL94qixRJKPurWphma6DObicn\nacqojs10pdJkmGCaTE3zUNfWQSAYpSyBxKdYtPSPSJsJNsfwrf0PbQRPBswa4RyXnAVW0FIyRMDW\nPSeuV9YuOQdu3ACn32pd10jPN1qRr2e0ShYjAVukJNIwrKxD6WbdVJW4cmIiweaqAwM8nangShrk\nqGFkzYWUaXgbrOYlGB0YhgI2mSTHq6upcll/eB9o2UObzdHdfGTdpYV4nfY++3uddtZdWjj+E4dC\nVpfI3i39wcqwgcoiE9iGHRWsvn9jbBrVSFzasKOCX7z2AZm2YwQNg2Zf2qiOT3en02qzEfA3MTXN\ng2lCTYv+Bpy0QiGoPxT9lv4RdofVMGC4DFvlDsg7HWz2ofeLMAwry3b4NehoHXif/S9ATiFkn9J3\nu8MFH/s+rC+PXaCaHeXW/icGbGBlHVoqR7dsgkiMnZhIsLmsn91gaNbYBw3foPDUWDdA/EE/yS4H\nrSqJlMnQXn2YI04HXpuLGn89P5l7qtXZqquDtcV53Hf10u6gLS/Dy31XL2Vtcd74T9x63CoN6d1w\nBKw5bKAMW4KK1JFXNPpi06hG4k7ke+7vCpHhqALglf3GqL7nmV5rjkxTYynT0rV49kmv6Yj19z9W\ngQsM39o/4LM6No52fkvhZVbZ/qGN/Z/zN0HpJmuu22Bco5vfOSqp06x54VHPsPWaZ57f0+5cJF6c\nmGBId1lZsVPnnze+gfNXkdReBxBu7W9Xhk0mR6ihnKMOB0vT53LNgmt4IljH/kAz7P0TAGuL87hh\n5Ww8Thub118UnWANBm7pD1ZrYlDAlqD61ZET5UY1End6f8+TnVaTgpqO3FF9zzPCJZSNzeXda7Ep\nYDuJRToZxqKlf0TmnKFLIqt2Q6gLZiwf3bizVlpllAOVRR78mzXmSOfERZthWJm9aHWKbKux1kZ1\n98qYT1kI3kwFbBJX1hbn8e2rlnR/nJt8lNyuLlaedcn4Bs5fjTdc/uvr8pHsdtCqLpEy0YIhE1db\nBUecDmalz+HLxV8mzZ3OPdOmE9r2y+79MpJc+AMhfJ1RTANHXkgHK4lUwJaQYt6oRuJO7++ty9EI\nQEvXlFF9zzNSZgDQ0FzBtPTI4tkK2E5aFe9Yj7HOsPkbrbb0A6ncYT2ONsNmd8CCS2H/i/3XeSt5\nAZKyYeYZo77cqMmeb80PjIa2WqscsndjMJst3O5cC2hLfLmoaCoAd/5DEVmZzRR0BWHq4vENOmUh\nXmcqYAVsKW6HMmwy8Y41+cjiOPV2OzMz5pPhyeArp3+FHQ74Y927UL0PgKxkq0yxob0zeidvOGy1\ndE4/ob44UhKpOWwJKeaNaiTu9P7e2hzNAJjB1FF9zzNSrYCtqe04WUkunHaDKs1hO/mYJrz2ALxy\nr/WmP3l0zWlGpbu1f+nAz1fusM6fNoaqkcLLwFcPR7b2bAsG4MBfYMFHRz4nLhZy5lslp4Eo3CRr\nq+lbDhmRv8p6DR/JOnciE6Q6XJUxJdXF4c5GChyp4PSMb1CbDU94Pqqvy0eSSyWRMgnK6trxuKoB\nmBkOnK6cdyXLsxfzUFYGTW//DwCZSU4A6tuiGbCVWivJ2519tyvDltDWXVqIy2702Ra1RjUSl9Zd\nWogz/D037e24QuC1J43qe56RUQBAg68Gm80gN1WLZ590Otvh2dtg4z2w9JNww2/7Zm6iLXO4gG2n\nlV0byzWcssZaW633ItrlW6w5bCNd0y1WsucBJtR/MP6xWqsHDqrzV1mPKouUOFLVbL1vTPL4aCFE\nQeo4Go704nWnAz0ZNjUdkQlXVteO4bLKRWalWD/YNsPGN1Z9i2a7nR+UPQed7WQmWVmvxvZA9E5e\nf7h/wxFQW/8Et7Y4j9MLMrs/zklxRa9RjcSltcV5fGzZdAA6HR2kBu3cd/WyUX3PM1JnAtDkqwdg\nqhbPPrk0VcAjl8Hu38NHvgVX/xycMc66R5aMGWgeW2c71Iyh4UiEJw0KzrHKIiNKXrTme829cGxj\nRks0W/tHSiJPNHUpuFJVFilxJTLvOejfBUDBlDGuv3aC3gFbsttBu+awyUQrq2ujw2m1Jp4ZfsME\nUJhVyKfzLuKZJBe73v4xmeGSyPqolkSW9p+/BtYLHqgkMkGZpsmR2jbys611T+6+comCtQ+BvMwk\nbAb4nUFmelNH/T33OL14TZOGTmsOnLV4tgK2k8KRt+HnF1jre376KTjnX2ObWYtwp1rBxkAZtuO7\nwAyNPWADq7FI7X5rvphpWtm2OeeBO2XsY57AHMtaZ5GlEsbbeMQ0rZLIlAECNrsDZq9Uhk3iSuQm\nX1P9NgAKZp0TlXG9HusmdCRgU0mkTLiKmkYanF2k2Vykh+8gRPzzufeQYxr88MDTvTJsUQrYOlqh\nvXaQDJtKIhOWaVL/wj0877+B6xdacziiOu9R4lZtawd5SUHqbCY5J/wtGal000ZjoA2wArbqZv0N\nSHit1fDYFdbCtf/416Hb3cfCYK39Iw1Hpo+yQ2Rvkc9l/wtQU2KdJ4rlkMFQkCt+fwU/f+/nozvQ\nlWzNyxuq8cihV+C/ToG2usH36WixbpwONs8w/2yo2Td4UxeRCVbd3EGq20FFw15cpsmM2edGZVx3\nJGALtIdLIhWwyQTz15Vx1OFgpjur33Mp7lTOcmVzJOQnI9pz2PxN1qO3/3lVEhmfhl0Mu7MNnrmF\n7K0Pkmb4uHyW9f2LahmtxK2alk7mJ7VTa7eT48ke0xgZNieNXVajhKlpHlo6umJ+J1NirKbEWm/t\niu9DbtHEnz9zDtSX9t9euQNSp0Pa9LGPnTHbKg0seaFnLtuC6AWkZc1llLeU89N3f8rhpiGWJxhI\n9ryhM2zvPmndNK3ePfg+Ay2a3VtkjmDzsdFdm0iMVDX7yU1zU9pWwWzTgd2VFJVxbd50vKEQ/o5m\nkl0O/IEQXcFQVMYe8HwxG1kSkmma0FhmtfRPGbh8Kd2RTJNh4rTbSPU4ovfmu9MqwxywdCSSYQsq\nMxMvhl0Mu/EIPPxR2PMHXku+FIA8tx+v005DNBvVSNyqbe0g39NIo91OdvK0MY2RYfPQGLICfS2e\nfZJoDv+NOLEb8ETJLIDmo9B1wt+hyh3jy65FFF5mNRt57zfWeOnRK//eXWcFUwYG97517+jKI3Pm\n95RqnijYBftfsv4/WEMWGHjR7N4i29uHyNKJTKCqZj9TU92UBlop8AyQEBgrTzpe08TX0USy26oe\naovmMlcnUMAmfdS2dpIdrKLS4WBmxtwB90l3pdJiM+jq6iQzyRW9DFskYHMNELBF2vp36Y1avBhy\nMezyt+AXF0JDKZ3XPcU3my4P79BIZpKTBmXYPhRqWzvIcVYBkJM2tjfnGc5kmrB+zqaGF88+roAt\nsUUCtrQZk3P+rDnWXLWmIz3bOlqsuWfjmb8WUXiZNX7Nvqgvlr27bjdeh5d/W/FvvHXsLV4qfWnk\nB2fPh46mnqCrtyNvWuvTwdALi3cHbLkDP58UCdhqR35dIjFU1dxBkaeaow4bBekDv68dE3canpCJ\nL9BCitsBENPqD0fMRpaEVFbXRrqzki7DYFbWwgH3SXNnANDSWklmsit685E6hgjYHOGmIyqJjBtm\n41Gus7/Xb7ut8wg1//sKU1Lz4Jbn2NKQRXXXq9ZfG38jGUkF0Zv3KHHLNE1qWzvw5lhLhORkDNBM\naAQyXKk0tAPBAFPDi2drHluCa64Eb6Y1h22C7KnbQ7Ynm6nJU3u19j8M4bWUOPYeYEYnYJu+HFKm\nQevxqLfz3127m6KsIj5V+Cn+cPAP/Nfb/8U5eeeQMtDr5om6G48chJQTAq6SF6wbo0nZI8ywDVIS\nmRQufW5TwCaTzzRNqlv8TDfepcswKMiNQgY9wpOO1wzh72wjeQICNmXYpI+yunZcLusP8qz0ggH3\nyQinlJuaj4azJdHKsFmNBXAl939OAVvcuSvpWb7j/EWff//u+SUvzt7NtTOns2Pt92FKIX8vqSHg\nSMY07OBrIDM5ij8zErfaOoP4AyFshlUaNeYMmzuDFpuNrtZqpqYpw3ZSaKoY28LUY3Sk5Qg3vXAT\nP3n3J9aGSGOr3pmkSMORGVF4Q2ezwdJrIacQpkWnhThAV6iLffX7WJS9CLvNzn+u/E9qfbX8eOeP\nRzZATjhgO7G1f+9ulrlFAzdkiWgNB2xJg8xJTQqXnKkkUuJAQ3uAQNDEEdgLQP7MldEbPFwS2R5o\n686wxbLxSFQCNsMwPmoYRolhGAcNw1gfjTFlcpTVtWE6rbKI3i39e0sPlzw0tlaSleSioS3Kc9gG\nLIlUW/94szK1mi2hRaz0/7D73+XJn6bLMPCmTOO2v/8rvz/we/6+v5qVc3MwPOngayQjyaWmIx8C\ntS3W72ogZHWLy/EOckd+GBneKZiGQXNTGSluByluh1r7J7rmigkrhzRNk/veuo+OYAf14fX8SJ1m\nzYvunUk6thPSZvbPPI3VxXfDFzZFdamCD5o+wB/0szhnMQBLpyzl2gXX8uS+JympLxl+gPRZ1mvp\niY1Hag9YC2oXXmYFs8OVRHoyehqBncjutJ5XwCZxIDLfuS1QCsCczPnRG9yThjdk4uvykeQKz2GL\n4eLZ4w7YDMOwAz8GLgMWAZ82DGPReMeV2Bmqs19ZfTsdrjYcGExNmjrg8enJ1vbmtmoykqJYEjlk\n05FIhk2ZmbhgmmS0l3PUNYc6ew5VZHOcTELZuzl7+tn85oqnWTF1BXe9cRdHjac4d36WVQLlb4xu\nVlbiVm2rFbC1h6zur9neMXaJDM+VaWwuByA3zU21Fs9ObM2VE5Zh23hkI69XvI7dsNPUGe5EbBjh\n1v6lPTtW7ohOdi3CZh88qBmjPXV7AFicvbh725dP+zJprjTuefMeQuYwHepsdqsE9MTW/t3dLC+z\nykX9jYO35W+rGT6oTc5RSaTEhapmPwYhqrpqyTSc/ZaqGhdPBh7TxNfl7y6JjPcM25nAQdM0PzBN\nsxN4CrgyCuNKDAzX2e9IbQv1jgB5jmTsNvuAY2SkWC2Pm3w1ZCU7ae8M4g9E4a5C9xy2AUoibXaw\nOdR0JF60HINAG+/5crn9wvkcvv9yTi+qooN6Lsu/inR3Oj/9yE85PfNjuLI38/fm+2nypoWbjrho\n8gUIhcaw+KskjEjA1mS2kYYdl31sb14zU6xMTGNrJQDTtHh2Ygv4rYYUExCwtQfa+c7W7zAvYx7n\nzjyX5o7mnicz5/RkkvxN1ryuaMxfi6HdtbtJdiaTn5bfvS3dnc5XTv8KO2t28oeDfxh+kIFa+5e8\nANOWWd0sI+Wig81ja6sdfP5aRFK2mo5IXKhu7mCucYwyBxR4B05CjJk71WrrH+roLols74zvgC0P\n6NVqiaPhbRKHhurst2FHBdUVH3DU6aCzxdt/Ta2wtFTr29voqyMzObJ4dhRK3CJz2JwDBGxglbCo\nrX98CM+BOGRO58KF1ot36pRthLpS2X3QKqV12By4Gq/G2/Qp3q/fzg2uZtp99WQkuQiZ0OLXWlon\ns5rWTsCkIdRBjt075nHSw3PfGlut5iXT0jxUqelI4mqxAu/xlkQ2+Bu4c9OdvFfTv/FRxM/f+znH\n2o7xnyv/k2xPNs2dvQO2AisoMU049q61Lc4Dtj11eyjKKsJm9H3rduW8KynOLeah7Q/1/RwHkjPf\n+ryD4dfstlo48lZPN8usSEOW0oGPb6sevKV/RFLO0Itvi0yQqmY/S4zDlDqdFESzHBLA7sRr2PEF\nAwnTdGSgAu1+t84Nw/i8YRjbDMPYVlMzQEtZmRCVjb4Bt1c0+vj3Z95lOjUcdTjo9Gf2XVOrl9S0\nmdhMkya/lS0BolPi1tlqBWu2QX4s7S5l2OJF+A5tozefJTPSqWyt5J2aN5jnuYhfbTnKsSYfnV0h\n3jhUx0dmfZy7V91NKQFKAlZJJETpZ0biVm1LB6n4qLOZ5LjSxjxORnitrkaf9bqRm+ahusWvDG2i\nao5OwPbQ9of446E/cuuLt/KnQ3/q9/wHjR/w2O7HuPKUKzlt6mmkudJo6mjq2SFrDgTarBK/7oYj\n8RuwBUIB9tXv6y6H7D214dzvvMpZabfS2NE44Neij+z5EOrqCcj2vwSYPd0sB2rI0ltbzfAZtuRs\nzWFLIENNk0l0VS1+lno+oN5upyB3WdTH99qc+MxAr6YjcTyHDSuj1rv910yg8sSdTNP8uWmaK0zT\nXDFlytgmn8v4zcgY/E53V8hkmr2SFrsNf+fUnjW1TmBzJZMWMmnqbOkJ2KKxFltn68Dz1yIcbnWJ\njBOh2gO042bhgkJsNoPfHvgtAHddcCuY8N9/O8A75Q20dnRx/oIpzA2vfdIUaI1ukC8xM94X8bq2\nDuZ5W6i128kex2Klmd5wkyO/NadmWpqbQNDUz0+iigRs6QM3tRqJd6reYcPBDVxXeB3Lc5fzH5v+\ng4e2PUQwZL1ZMk2Te9+6lyRnEl9d8VUA0txpdIY68Udu+mX2yiRV7oCM2T0dDuPQocZDdIY6WZyz\neMCpDT96sYOZ3kKeKXlm6MW0c8JZhkinyJLnIXUGTD/V+tidamXIBsqwBQPW3LYRlUTWDbxAt8SV\n4abJJLqq5g5y3NbNh4JB1hYeD6/djc8M4nHasBnxn2F7G5hvGMYcwzBcwKeAP0ZhXImBdZcW4nH2\n/bZ7nT1z1VJc1otpY6f1YjpYRi7dDL/5To5kS6JUEjnQ/LUIh1slkXGi5ehePghN54KFUwmEAvzu\nwO84d+a5nJ53CjeszOept49wyyNbAfjmH3fz1kHr56ipy0eG1/p5U6fI+BWNF/Halk7meVuptdvJ\nGaSB0Uh4HV6cJjSGS73U2j/BNR21HlOnj+nwrlAX97x1D9OSp/HV07/Kzy7+GdcVXscjux/h9o23\n09LZwvOHn2fr8a18+bQvkxW+WZAWzvJ2lwz2ziRV7ojr7BpY89fAajgy2NSG2mOncajpEO9UvzP4\nQN1rsR2w5hMe2mhl13p3s8yaM3Br/0jWbNiALQdCAWtuoMS1oabJnAxqm9oI2qsAKBhkqarx8No9\ndGISMkMkux3x3XTENM0u4HbgJWAv8LRpmrvHO67ExtriPNZdWtj9cV6Gl/uuXkpeOPPmdFkThTsD\n1huswTJy6YadpqCPrHC2pD4ad7s7Wgdu6R9hd6skMk6YtQc4bE7nvPk5vHrkVWp9tXxywScBmDvF\nWgzXH7A6lh1r8vPAC9Y010abQZbD+llRhiR+ReNFvLa1gzxXLT6bjezUsU9rNgyDTGw0BqymRFo8\nO8E1V4InfehqiiH8eu+vOdBwgPVnrifJmYTT5uQbK7/Bf678T96sfJPrn7+eB7c9yJLsJVwz/5ru\n49LcVsDWXRaZMRswoPIdK5sU7wFb3W5SnanMSp016I3U2uNFpDpTebrk6cEH8mZYAVfdQSh9HQLt\n/Rf3ziyA+tL+xw63aHZEZI6byiLj3mA/S4NtTzSepg+ocJrYMZiVMra1QIfidVjvkf1BPyluR9xn\n2DBN83nTNBeYpnmKaZr3RmNMiZ2z5ljttX92w+lsXn9RdxDnddoJuqwXs1BnFl6nvU9w11ua4aIp\n1EFGOGBrjFZJ5FABm8Ottv7xIOAnreMY7WlzyUhy8UzJM0xLnsY5eecA8NNXP+h3iK/DiWEaNNlt\nZNqs5jJRycpKTETjRby2tYNUp3UDKCd99riuJ93mojFo3axRhi3BNVda652NQVVbFT/e+WPOzTuX\ni2Zd1Oe5TxZ+kp9f8nMa/A3U+er4xtnf6NPpuF+Gzemx5tHtCXdWTICAbVHOIgzDGPRG6oz0dD52\nysf4a9lfafAP0pYfrCxb7UGrHNKZDAXn9n0+cw40H+3/ehtu/DOiDBsoYEsAg/4sZXgm+EqiLxgy\nme7fT6nTycykaTjtzqifw+u0blD7unwkux20xXmXSEkwTT7rjXJGUs8P79riPO67eik+l4+ULht5\n6encd/VS1hYPfGc8w+6hKdSFy2Ejxe2IToZtRHPY9CZtstUf3YcNk8xZRZQ3l7Pl2BaumX9N95uj\ngd/UG9iDTpptNlJCrdgMaFSGLW4N/iI+8m6Pta2duG3WQsU5qWOfrwSQaffQGLJ+XnJTrTUZ1do/\nQTUfHXPDkQe2PUDQDPL1s76OMcCC1GdMO4NnPvYMD1/6cJ+1yoDu9Zf6tfZvOWb9PzKHKw51BjvZ\n37C/+3Nad2lhv25vkRusn1jwCQKhwNAt/rPnQe1+KHkR5l1kBa+9ZRaAGYKmI323R9ZWGzZgy+q7\nv0NV/mMAACAASURBVMStdZcW4rD1/11y2AzOvu/lhG5EUtfWwTSzllKng4KMU2JyDk+4q7mvy0ey\nyx73TUckwUQCtnRv37sNa0+dTqOzi3nejO7M22DSHUk0YZW8ZSQ5o9fWf6g5bHbNYYsHJe9b8yPm\nLlzOs/ufxW7YuXr+1d3PD/am3ml6abLZsHU0ku798CyenYgduD57TkG/bUNl3E/kDwRp7ejCNMIB\nm3eYNuDDSHem0EgIQiGcdhs5KS4tnp2omivHFLC9UfkGL5W+xD8u/UdmpQ5e2jQteRorpq3ot71f\nhg165rFlzQVv5qivaaIcaDxAV6irO2BbU5SLSU+L7unpnu4brPMy53Fa7mk8s/+Z7oW0T/wb9H5H\nrrVOWktlTzv/3rpb+58wjy1SEpky0pJIBWzxbm1xHgumpuCwGRhYmbVTZ6ZRVu/jWJM/oRuRVDd3\nkGvUU+50xixg87pTAfAF2q0MW7yXREpiiQRXvTNsALTVcMRhY5Z3+C6e6a4UWmzWBPCsZBf10SiJ\n7GgdvumIMmyTrqb0fQBmzitiw8ENXDjrQnKTcrufj5TX9uZ12pmakkmj3da9ePaHoSQyUTtwVTT6\nMeh5QxiZ6zrUTZzealqs+WV+03pznO3NHtf1ZLrSrJ8dfyNglUUqw5aAujqsN/2j7BDZGezk2299\nm9mps7l1ya1jOnUkYOvb2r/Aeoz3cshww5FF2YsAePeI9Tn847lWYPXgJ07t87v5icJPUN5SzlvH\n3hrwb9BPdkXe+hkw/5L+J4x00DyxtX9bjbW8jnuYZToiJZHKsCWEJl8X/7B0Oofvv5w31q+htrX/\na3MiNiKpavbjctbTYRgxaTgC4A3/XfF1NClgk+gbLMPW2fABVXY7M1OHn2+S7rLKS1p8DWQkuaK0\nDlsbuFIHf15z2CZdVzAEdQdpcuSwsXorDR0NfGLBJ/rsEymvzcvwYtDzZn92Ri5NNjv4G8NZ2ZP/\ne5mIHbiafAGe2lrOlctnMHdKMpcvnT5sxv1Eta1WwNZqtmIDMt3jy16ke7JostkIhe/wT9Xi2Ykp\nUn44ygzbo7sfpay5jDvPuhO33T2mU6e6UjEwTsiwhQOT6cvHNOZE2VO3h3R3Onkp1u/gO+XW/LQb\nVuYDsKuibzfGi/MvJsOdwTP7nxnwb9C+rnDX1llnDbwIdspUcHj6t/aPrME2QDlqH64kcCZN2By2\nRKxiiBfN/gAVjT4Kp/W89zpZGpFUNXcQcFk3+fLT8mNyDk+41NrXXms1HYnhHDZHzEaWuNXkC+C0\nG/2yIBXVuzANg1lZw68Gn+6x3oA1thwlK8nJ4drW8V2UaUJnywja+utN2mTaeaSRWaEKApmnsPHI\nRnKTclk5Y2W//dYW5/V7g7/179kcstnA10BmkotjH4IMSSK+8D25tZy2ziCfO28ud/7+fVrGcMew\ntrUTMGk0fWTZMvs0fxiLzKQcQoZBS9MR0qcUMjXNw7tHGsc1pkyCpvAb6VEGbL8p+Q3n5p3LqrxV\nYz61zbDhsSfz8JY9fPc3zzEjw8s3V8/gYlcKnHLhmMedCLvrdrM4e3H3vL0d5Q3Mz00hPzuZmZne\nfgGb2+5m7by1PL7ncZpazwD6ZsTKzVwqzSxmLP/0wCe02axy0QEDthGWNydNzOLZkQxiJCiNVDEA\ng95k2rCjggdeKqGy0ceMDC/rLi0c1Q2pk8n+4y0ALOwVsM3I8FIxwGvUaOYwx4OqZj8eVxvgpiCt\nICbnSAq/F/b7Gkh2z6JNc9gkmpp8naR7Xf0mbR+ts+76z5yydNgx0sNzUppaK60MW9s4y9u6/NYk\n56Gajqit/6R7dV81c41jpOYVcaDhAIuzF2MzRvZnJN2b3V0SmZHk+lBk2KLRvGMidXaFeGTzYc6Z\nl8PiGemkehz8/+y9eXgkd33t/amqrt5X7RpJI82iWe2xx+MFY7MZiAEHGBZDQkiccJPc3DfJfUiC\nickNubk3hJAQ3vteckNySWLIRggmxDEJYIMBG+94PONF45mRZjQa7Uur97276v3j19XqVndL3VK3\nRprReR49mukuVbXUXVW/7/ec7zmRZP3n9kI0hYcYflmiTV2BNa8R3nyOWzAiMrw63Rb8sTTprLbu\nfW9jA2GEZrtrXxyHUiHm4nPc1HXTug794MlJ4kkz8WykIA38r4+EefDtz0HX6ve8y4VkNslIYKQw\nv6brOifHg9ywUywUr+3x8Mpked7Z+/e9n6yepaXrxbLnspi42/rXcMM91Q/sG6gsiVzNcMSAvXVD\nJJH1qhi2qky9WTiTL9iKGbZqYw21zjBvFsyH40RNaczI65blV4PNJgx2EsnA5s9h28bWQyiRwWMr\nJ1fHI5cA6Gs7sOo+vPmLdjg6Q4vDTDSVXd/iKS2s3le29TdvSyIvEwzJyVd+eBKPFGMo085YeIy9\n3r0178Nj8RCTZTKJRXx29aqYYRM3vtLLrFWVN+2N76EXp5gNp/il1+8GwGkxEU2ugWGLpOiUAiwo\nMq0W77pfl8clGJlgVCz4u/LW/tvGI1sM4foZtuHAMAALiy3rkr199uGzaFk7krLEHGx2eTLAucA5\nsvqS4ciFhRjBeIYb+sV5dU2PhzF/nNCy62m/u59bum/B2vJjFEkvec6mKtz7tgMrSxt9uwTDphf9\nbGwBHB1Vf6QEjrYNMR2pV8WwFWXqzcTZmQgui6mQxQulYw0gPi/1zDBvFsSCc8yYZLpVd82N5Xph\ns4tCMJEK4jSbSGc1MrnmNBK3C7arEKJgK8+jGI/PYdOh1bp6J8Lj6AIgGJvDlzcvWRdjkhJdnpUL\nNus2w3YZUNyR3C2JBfPnzoTJ6Tn2+fbVvJ+CrXZiAZ/DTCKTI5lpnnxgM+D40R5+862lxdkv3r5r\nU974dF3nrx6/wP5OF68fFAy6YNjqL9j8sTQDljALikKbvcYF3grw5ecPgrFZYCk8e3uObYshPAkW\nD1hqZ11HgiMA3P/9xLpYkalgAj1nQ5ITZY9vZgz5heHI4TZRsL0wJubXjhYxbACvTJWzbB/Y9wFC\nmTns3uGCdXuLXa1t8d2yCzKxJWdIXRc5bDVLIts2RBJZr4phK8rUm4mzMxH2dbnKFFfHj/bw5H13\n8IZ97exqc2zKe9Zq0ELTTJtMdDeJXQOw2oyCTZiOAE0zHtku2K5CBOOZQuB1MSYyIXpkS8V8m+Vw\n5zveoaQfn0Psa12MSYFhW8nW37xt638ZUNyR3C0L04ARk+i61sOwefNMSygZKDiUGgY4VzLaXOL8\n+Np/vhVZoqbz63Lg8eEFzs5G+KXX7y68RqdFXZPEYz6aYrcljF9RaHN2r/u1efNd/WBCLAA7XUbB\ntt3A2VJYg6X/SHAENBuJZGkzrx5WJJnJYTHJ6JoNlNKF+WaVJxs47T9Ni7WFzrws+IVLQVxWE3vb\nxd/DKNiWz7EBvGnnm/BZWsk4nuZ33nEQWYIP3zpQ2+LbiDww5thSETFDXpcksvkF27137seslC5l\nLabqKoatJlNvJnRd58xMuEQOuRx7O5ycn4+S0/Sq22xWyNEZpkwmdjjWlvtYC2z5e1MiFcGZL9ia\nJYvcLtiuQlRk2HSdCT1Nn+qpaR8uVw+yrhNKCgMJYH3W/um8acmKwdlWYQu9jQ1FcedxtzRNSlcJ\nmuPoukK/p3bnJcNZNJQKFz4zV0MW26lLQexmhWP9Pq7v8/L48Oayujbkrvfc/xyyRIkEymUVmnyt\nzpv1QiRFm9lPVpJoa4A7l9cqiv1gShiNdHm2C7YtifAkeOrr1A8HhsklO6EsKro2ViSSzHDP/c+R\nzGpImg1JiRee2wpzOZUMR67v8yLnGTOfw1zReARAlVX6bTdhsl/kDfva2NXm4Mx0uGy7ilhu7W8w\nbbUWbI5WwdBlmstcHT/aw5Fed0kMybF+b9Wi9NfvKG8yboXPQTMwE04STmZLDEeWY7DDSSqrMRnY\nWgxkJqdhTs/gNyl017FOqRcWexuSrpPIxLBbxNxfs4xHtgu2qxCVCjY9EWBCkejNd/FWg2xrwa1p\nBFOhwuJ7XZJIo2BbURJpAT0HueYNdW6jHMWdxz3SNBf1TmTrLEq2A1Uul9ZWgyGJDGUiBYZt3WY1\nWwCnxoMc6fWgyBK3D7bz8kSwbN7kcqFY7gqg6fDJfxsqSM1c1nzHsE6r4oVoCocqCtNGMGxO1YlJ\nh2BKLDZ9dhWzIjOzXbBtLYQm62LYdF1nODiMVa+8+K7GihTbvN/wB9/ludFF/vdPXc8dgwP5GTa9\n7mzBy4FENsH54PmCHDKaynJuNlIwHDFQzXgEIBZpR1ISOBwxDnS7CyYTq8K7E5CWwrMNA5HVQrMN\nbFAWWyyVZWgqwk/dvJPRz9zFe2/o4eWJMPEq16xUftZeyRe8W+Fz0CycNQxHOldm2ABG5mv83GwS\nLERT2E1CQr/Dt7rz+VohmR3YdJ1EOlaQRG4zbNtoCHKaTiSZLSvYFuZeJinL9NXaDTeZ8WgQzkTx\nOcS+Ftc1w2YUbKvY+sO2tT8bmztT7Bi1W5piVO9GscxyTfvq5jTFcOfDVoOZeGOK/C2AZCbH6ekw\n1/eJBdbrB9vQdHjq/OZg2VYbwC8UbHXOsS1E08iSmLVphDuXJEl4JIVANlb4f4fbwuxVEA1xxSCb\nhthcXQ6Rs/FZIukIdw5eX+aPUY0VWe4CmMnpqIqMrsONO3uQJA2zKcuPPv6mTb9IP7t4Fk3XONRi\nBGYH0XS4ob+0YKtmPKLrOmPT4rp7Pnieg10uLi3Ga1tQqlZRXBuSyNic+F4zw5Yv2Jo8x/bI6RkS\nmRzvvUG8lz91004iqSz/8dJ02baapvPlpy5yfZ+X/3T7LiwmmSd+e/N/DpqFswVL/+pB6IWCbW6d\n0U0bjNlwCtUsPns73KtnC68ZkoRVh2QuUZBEbs+wbaMhCFcJzR6ffwWA3pY6TCSQCWWLF9+NmGEr\nZ9h0XSeZTQpbf7jqZZEPvjDO733jhQ2zJTYcoxwmjZ3SHBOWHUhqkDftPlLXfgozbFoKn1UUgFe6\nU+TQVJhMTuf6PvG7X9fnxWkxbRpZ5GoD+E6LuE7UYzySzmqEEhkykmDD2mw1mhSsAq9sIZRv1jx4\ncpK5cIoHT01tB+U2ArrefAfeNYRmG4Yj7zhwFHRwWZbcjX/nrgMVF9qVmhDpnMZnHz6L2ywWphli\nW4KdrWY4YlxPDFQzHrmwEMMfFLbjw4HhwsL8bK0sW7G1f72SyLx7XrOdIv/15BS9PhvH8qzjTQM+\ndrc7+Ocfj5dt+8Nzc4wuxPjI7bvY4bGSymr41zPKsR5kU5ddLXR2JkKX24rHXl0p47WbaXOat2DB\nlkRTxT1oh7N5M2wANmQS2QQOs7g+VWN314vtgu0qQ7BKwTaxKKyT+zqvr3lfHslEMJfEqirYVKUx\nM2wVCrbvjn2XN37tjcSNDutVXrBNfutP+Kb0m8DSXFGzbYmPH+3h1pYYqpTjxjeKxcOgtz6ZgVN1\noiARUmS8+cH/K32G7VQ+3PnoTrHAUhWZ1+xu5UfD8+j65R/iXm0Av8CwpWovrP0xcX7GdXFON6xg\nU2wE9EyBQUnnrZOv9hylhmDoX+GPeuCFv2/eMdaQwWZY+kfCbejAFz58A9/9jdcDEK8yJ7JSE8KQ\nZUtKnDF/vOJ2mwmn/adps7XRkXdafeFSgL0dzrL7dzXjkafP+yHnoMXSxnBwmAPdQvp2ZqaOObYC\nw5YvvOxL5/OKSo+CJLJ5DNtcOMkTw/Mcv76nMNMnSRI/dVMfz48FGJkrLUzvf+IiXW4rb7+mq3CN\nu2zukH/9Fvjef788x87jzExkRcMRA3vanQxvsYJtLpwkrcZQoHD+NAs2SSGRSxeZjmzPsG2jATBc\n+bzLOirjkXEkXacn38mrBR7FQkgTC+4Wh3l9i+8VTEdeXniZWCZGQMpnW1zlksiu1Cj98hxeSi+g\nzb7x+OIXARg2icvGXl/tDpEgbqRuxUpYlrFmQlhV+YqXRJ4aD9LtsdKZzw0DeP2+NiYCiU2xYLz3\nzv2YTaW3gWKpmTNfsIXrYNgWImlAJ6wnsCDjVFeYS60DXrOTkAx/9p0Xt3OUGo2Zl4QD70O/Bt/5\nRHM6/4UMttoLtpHgCB22DoYmMphkiWP9PgY7Xdw04OOfnrtU0QzHMKRZjh1eW4Fhk5QE44uX//xb\nDcOBYfb7xLm4FJhdnmtYzXjkmQt+utxW9rcMMhwYpsdrw2UxcWa6RoatZQCiM5COC4bN6hF5qNQQ\nQO1oPsP20ItTaDplTOt7b+jFJEt89bkllu3cbIQnRhb42Vv7URWZHp8o2C6LmUZ8UZxzY09t/LHz\nyOY0RuajKxqOGBjsdDIyF90UTcZaMRtOETWl6ZAsmOTy3OFGwi6Lgs1RMB3ZZti20QCEqjFsiXm6\ndAnVVG73Xw0exUYYsXDy2lUC62HYUlGQTcK6fxkmIhMAJA0PqKucYetWxUJjpzRX8nizbYk70uLm\nN5yLYDfZ6XbUbybhUZ0EZRmSQXx28xUviTw1HiiTL92+V3SefzRy+WWRx4/2cNc1IlNRonwA35Cg\n1TPDthBN4SaGX5FoMzkaFmPgNXsIygqp8FzF56/WHKWGIDIjCqlbfgWe+QJ85W5IBBp7jDWGZg/6\nBnn2wiLX9Hiw5yVHH7plJxf9cZ6+UM7eXNdb7nRsNCGMOVrFlGRsMbaGX2LjkNWynA+eZzBvmDBq\nBGYvMxwxsNx4RNd1nrmwyGt2tzDoG+RC6AKarnGg21UfwwaCZYvNl4RmrxpAbfWCpDR1hu3BU5Mc\n6fUU5qwMtDktvPVQJ984OUkqK17jl568iMUk89M3i3kmIxR68nJcN6ZOiu/zZ0BrTsjyarjoj5HO\najUxbHvbnUSSWeYjW2ftNReKEVA1us3V5/MaBatsJqlntk1HttFYGIxG2QxbNkKfXN+C36M6iUji\nxiIYtnXOsJmdlE2WI9g/gMS2JBKAg27xHvZLs4XHmm1LnMrm6NEmSaheRqIT7PXtRZbqv3x4zG5C\nigyJIF67+Ypm2PzRFOOLibKCbVebgx6vjR+dm79Mr6wUiiLT5rQw+pm7ePK+O0q61S5r/TNs89EU\n7VKIBUWmtYE3S6+tlaAis89VefboasxRahgi06Jge/sfwzs/D6M/EpKtheHGHSM8BRY3WGv7TOS0\nHOeD5xlw7+HFiSC37G4pPPf2a7rx2lW+8uylkp+ZDSd57NwC1/W66fHaypoQBsPmc2Y3BcO9EsYj\n46S1dCHr8oVLQl693HDEwHLjkfPzURaiKV6zu5W93r2kcinGI+Mc6HJzZjpSG1tSXLBF50vm11YN\noJakfBZbcxpTw7MRXpkM854qhiE/dfNOFmNpvnd6jkAszTdemOA9R3toyefGemwqDrNyeQu2TByC\nFzf++FBwC923gkOkgb0dYputNMeWCM0ybVLYYW1eaLYBm2wmoYusR5MsbTNs22gMCqYjyyWReoZe\nS7nUYiV48je/cDqM175eSWSsquHIdsFWCh+ii2owbD672nRb4lAiwx55mrBjQHS965xfM+CxeAjJ\nSp5hU69ohm1pfq10gSVJEq8bbOPp836yucvTXS3G0FSYwzsqL6Kda5hhW4im6JCC+BWlIQ6RBrz2\nNrKSxM9cby24lhq4WnOUGobIDLgE08qxe+Ceb0IiCH/1ZrjwWGOOEZqoi127FLlEWkuj5rrJ5HRu\n2bVUsFlVhffd0MvDQzMlXf/PPXKWrKbx+Z++gSfvu6OsCWHMsHmd2U0viTTm9wyG7YVLgZLA7OVY\nbjzy9IVFAG7d08o+nzATGwmOcKDbRSSVra1QKYRnj+YZtqX5tZoCqB1tTWPY/vXkJIos8ZNHKn+m\nbt/bhtem8ptfO8XRP/guqaxGf6u98LwkSezw2i4PMz91UiiKAOZe3fjjIwxHFFliPvsSU9GpFbdd\nsvbfOgVbLjTJnKKsSQlUL2yKlYSuIUkSDotpu2DbRmNQSRIZevXfWFQk+j2769pXIVcrvkDLeiWR\n6UjF+bVAKkA8K26sCbZn2IDCELdRsB0/2tN0W+JQPMNuaZppTx/BVLCwiKgXXlsrIVmGRCAvibxy\nGbZT40EUWSospIrxusF2IqksL05Uzk7aKKSyOYZnIxyqUrA5zAqSVJ8k0h9N02OK4FcU2uxdjXqp\neB1iX/ta4/zRe6+lNd8pb3Oar9ocpYYhMg2uooVN/63wyz8AZwc89OuNkW2Fp9bkEBkItiJJcKy/\npeT5n765j6ym88AJ0dA7PRXmgRMT3HPrAP2tleNh7CY7iqRgt6UZ2+QF20hwBFmS2Z2/L78wVhqY\nvRzLjUeeOe+n22NlZ4ud3d7dSEglTpE1zbHZWwQrWpBELjFsxXEvBsoaJ01i2DRN599OTfG6wTba\nXZaK23zzxSmiqWwhdw3g84+OlBij9PhsTAUvg1vo1CnY+1bx79nTG398BMPW32rhY49/lP9z8v+s\nuG2n24LTYmJ4dusUbJnUBXKSxI4mhmYbsJlsxCUdclkcZmXbdGQbjUEwnsGmKlhM+QttJsnQD34P\ngEPX/kxd+/Lmu+ehyCReu5lwMrt2xiAdq5jBZrBrAIU+2NXMsGUSkBGzF/3yLIos8fIGLPrDQT/t\nUogLTsEWGTKdeuG2tRVJItX1RUFscpy8FGR/pwubWSl77rV7xCL0R8OXVxY5PBslq+lVGTZJknBa\nTPWZjkRT9FnCBGSZNlfjiihvfl+h2DTHj/Zw/8/fBMBn3ntku1hbD9JxSIaWGDYD3p3wpk9AcAwu\nfH/9xwlP1e0QKSExPOHgULe7TMa/t8PFzbta+Opz42iazqe/9Soem8qv31G9mSRJEm6zG6slRTCe\nKTQwNyOGA8PsdO3EarIWArOXs/XFKDYeEfNrfm7d3YokSdhMNvpcfQwHhwszSzXNsUmSYNkWhiGx\nKAr4PApxL3mjBUWWyhsnTWDYHjw5yc2f/h6TwQQvjgerusN+9uGzZJeZ0iw3J9rhtW28JDI6D+EJ\nGLhN/G3nGl+w1ZLTenYmwkBnmrSW5sTsiRX3J0kSezucW0YSmczkkHTBGu6oI6pqrbCqdpKSBKnw\nNsO2jcYhlMiU3vie/N+cTgnpxMH2+nK1PHbRbQtFpgq68OBab4CpaMWCzTAcAUjkDU6u6oItf/PT\nJIU+aY5jO30MTYXJVXBLayQyc+cAuJTP3Fsrw+axtRCTZTKJRXz5GbZKTm9bHZqm8+J4kOsrOLqB\nWFxd2+Phicucx3Z6SizaDu8oZwENuK1qXUPUC9EUXssiuiQ1pWAL5AN8jetYOLl5F91bAtEZ8d1V\nQTp04J3Cnv35L63vGNk0RGdLCrbVFpUjwRH6XH2cuhTj5l0ty/cIwP5OJ5cW4+z+nW/xxMgCb9rX\nvmKmFAhliGISi/TNLIscCY6w17uXB09O8sbP/gBNh398ZmzF+ArDeGR4Loo/luY1u5ckyXu9exkO\nDOO0mNjZYufVerLYJl8Q/3aURnQcP9rDnYeWCv23X7us6Le3NtQl0nCmXIgKZUYgnqka6bHqjB1i\nvnExliaRbg4jUhHTp8T3HUeh41DDC7ZV3TsRLoaXFuO0eIVsfyo2VZMscqtIIucjKcxqPjS79VDT\nj2dTHSRkealg285h20YjUFKwLV6AH32OofYBdrp2FiSOtcLj6BT7jM/hyxdsa5ZFpmNgLh9+LWbY\n/vLJ8wD87r+cuHozl/LykoBrkG4WefM+L4lMjgtNvpBKfjFPMSEnabG20GKtvIBaDYXw7Pg8XruK\npkOkSd2oy4kLC1EiqWyZ4UgxXjfYxsnx4GUtOIamQjjMCv0t9qrbOC0mInW8xoVIGotJOAy22huT\nwQZLn51gUjSY3Pnr2GZmSbYEIkbBVkG+ajLD0Q/D2W8v5aitBdEZQC9IImtZVA4Hhmm3DJDKatyy\nq3wW8sGTkzxwYqLksW8Pzax6b3Cb3eiyWLRvVuORZDbJpcglcsnOkgLFH0uvmDloGI88/Ip4T2/d\ns/R3G/QNcilyiVQuxYEuF2ema3SKbNkFqbyKo0JotiFrz2k6l5b/Pe1twm20QTERqzpTFqGWGbvL\n4hQ5dRKQoOsIdBwE/0hDm9C1/I3OzYpi3WxbYj9XY9n2djiZj6S2xPV2NpxEV8Vnttvd2/Tj2cxO\nMpJENr6I02LadoncRmMQTGREB1LX4du/DYrKkNnM4dba89cMePLp8aHEAr58V3PNJhLpSFVJpFUW\njy+mxY0hFotdvUG5+W7lhP0wsqTz5i5xo1mev9NomAMXyOoylzILa2bXYGnuMZxn2IAr0inyZN7R\nrc0X4Fcf/VXOLlbOCMtpOkd+/5GqspVm4/R0mIPd7qpzMSCMR+pl2HRZLAYbFZoN4LMKOVgwJf62\nbiMjLnHlFfw8/efw57eUf/3FbXDxycYeKzItvldi2ACO/TzoufWFai8LzV5tUWkULKRFEVmJYfvs\nw2dJZkol+MmMtmoen8viIpMPdb+0SRk2w4L/mbPmujIHjTm2v3tmjB6vjV7fUnGy17cXTde4ELzA\ngW43owsxkpkamCXDeASqFGyZgsKmTDJnMHKJxdWPUwNqYc0M/MlRPw9b7uMR872Fr+9ZPs47vL/B\nP33rVwAuT3j21EloGxRuqR2HQMs21I21lr/R2Ty7mpFn8EgmXIp19YItb3azFWSRs+EUaVOcFk3C\nolSecWwkbPm4kGR8AYdFIb49w7aNRiBsMGxn/h2GH2Hxdb/BdGKOw3UEZhtwurqRdZ1g0eJ7cT0M\nWwXTkYnIBJmk0M1n88HZZil79QblxsWNb1gVg927lHlsqsJLTZ5js0cucIkORiMX1uwQCeAx541q\n0iF8jnUW+ZsYp8aDuHzn+J1nf5nHJx7nW6PfKnn+wZOT/M0To4X/V2IYmg1N0zm9gkOkAZfVVLOt\nfzansRhPk6HxBZvL7EIGgmmx2DApMg6zsiU6vnXjpX+GZBja95d+LY7CS19t7LFWYthAMCx73x0J\nZAAAIABJREFU7oAX/nbtTImRweYRBdtqi8rR0CiarrEYaGVfp7NQEFTattbHDXjMHqKZCK0OM5c2\naRabYbiysFhZyVDtdzQknvORFIuxNP92aokV3eddcoo82OVC06nNRMKw9oeSHDYDwXi6kA13frnS\nw26EZzdmjq0mZ8o8bpu8n35rjAnTTkb0HiZMO3mpbydftWn8++RjkIouhWdvdMG246j4d0dertdA\np8ha/kZnZiLYzQoL0WF2JWIci4Z5fvqZFfc72GkUbDVKaS8jZsNJYmqKbrn5xRqALd+ITsQXcGwz\nbNtoFEKJDO2WLHz7Pui8htMDYnD/0Bp0vrKtBbemEUoFC5LINbMlK8ywJeMt6JpKThZdCwviGFdl\nUG5eEvmSLoomJXiRQzvcJYGpzYAnPsYptZNkNrk+hs0qLmzBfBQEcMU5Req6zuOzX4POL9Hv7mfA\nPcCQf6hkm0rswEY3IS4txomlc1UdIg04LaaaXSIX42l0HaKIhWNrAzNwZEnGg4lQdokV8djUK2+G\nTddh8SIcuAs+8HelX7teD2NPNfZ4kWkw2cC6giT+xo+Iomv4kbUdI1Qamr3aonI4KBiH85POqvNr\n9Szei+E2uwmnw/S12DetJHI4MIxZNtNlrzwDWul3fPDkJJ/6j6WFfyKTK2kC9bn7UGVVOEV2i3P+\n1VqMR0oYtvIGzGIsTY/Xyg6PlfPzywpgo2BrkFPkvXfuR1VK1QAVIz3mXoVLT2F9/Ue54/e+wzv+\n4Lu89nce5Is+MS89oUjwyr/Q6bKgyNLGrSXC0+J8Mwq21r0gqzA3tPLP1YF779yPsizPVpbgY29d\nMt84OxNhsNPFxdAoA5kMx5JJxqKTzMerm2D1+uyYTfLWYNgiSQKmHD1q80OzAWxWIddPJIQkcnuG\nbRsNQTCe4a7APwiXors+x9DiGQAOthysf2dWDx5NI5yO0GIwbGtZfGs5yCbKZtiS2SRziTmcSmdJ\nwWZGnAxXZVBufAEkhaFUO0nJCoGLXNvjaa7xiKbRkhrnFZu4KK3VIRKKGLZM7IqURCazST7+2H0E\nbQ8yYLuVL7/ty9zUdROnF06XBNWulR1oJIZqMBwBEZ5dq0vkQiSNQo4QaVySitVkXffrLIZHsRDQ\nluY93Db1ymPYEgExM9Syq/y5/teKmZfIbOOOF5kBV6dwBKyGfW8Tksnn71/bMcJTImczLx2qZAkv\nAR99i2gGjQRGUGUzsZi34vxatX3UksfntrgJp8LsbLFuWknkcHCY3d7dfPzOQ7UVKKwuM1Vlld2e\n3QwHh9nZYsemKrVZ+3v6RGaYrJYV9dmcRjiZxWs3s6eSi6BR4DXIeOT40R7eelDMzi8PRS/B818C\nxQzXLzlf//XLf81kdJLbdtzGoqIQe/5vMCkyXW4rk4ENuu4WG46AmBFtG2wow3Z0p5ecruO0mJAA\nr03Mikfznw1d1zk7G2FPh8JCLsGAtY1jB94PwImX/6HqfhVZYnebY0sUbPPBCHMmmR0NzAFdCbb8\nTH8iGdh2idxGY5DOavRkx3jN7Ffg+g/Dztcw5B9iwD2As0Jo9apQTHh0iWAmhs2sYDHJa7NpT+e7\ncssYtsmo6Ay+89C1SLoZTTIKtszVG5QbWwB7K/OxLIvmHbA4yrU9nuYaj4TGMetpxmxCXrCugs3I\n7ssll+YeY1fGgnsuPscvfOcX+M7Yt0jN/QT/9Zr/gc1k47BzJ5FMpMRAZ63sQCMxNBXCImvsky7B\nzCvlX/lBeJfVVHNw9kI0RQthFhSZVnUN15RV4DPZCaFBTrwet00lfKUVbIG8VLaY2TAwcJv4PtbA\nObbITPX5NQOKCjf8HIx8DwJj9R8jPCnm1/JF4fGjPfzuu/owm8QSpNVhRmfJBORc8BweUw+glARm\nF8Owle/x2lZevC+D2+xGR6fLJ5iVdPbyh9cvx3BgmEHvIMeP9nC4240irVKgUFsTaK9POEUqssS+\nLldt1v6KSRRtjvayot5olvjsKnvanZyfj5Y0pjBMh1Zi2GJ+wSrXCKfVRLvLUhaKXkA6Di9+FQ69\nGxxiwT4WHuP+V+7nHbvewXsG3wPAhP80TL7ADq+1cZLI2CrSz6mTIMnQde3SYw12ivzi4xcwKzLf\n/603MPqZuzj5e2/l9r1tfOZbrzK+GGchmmYxlmaHU9yPBrpv4uCbfh+bDide+rJwdK2CreIUGQme\nIy1LGxKaDWC1CUlwIhXEaTGRyemkso2fY9su2K4ihBIZ/ovpm+QUO7z1fwAw5B9a0/yaAQ8mQjlx\nsWtxmNc2w5bOXwCWzbAZC9z3XHuEVocLTRY3hzarfvUG5cb9YG9lIZoibOuFwCjX9pYGpjYcixcA\nmLXk6HH2YFerOwquBqfqREEipGdwqeL+f6UwbP/z6f/JucAIzP48af8dfPKhIR554mkO/8cnAEpk\nkWtlBxqJ09Nh7nM/gvmLt8Nf3lb+9R3xul0WE8mMRqaGjMWFaIoOKcSCSaHNUt0hc63wqC4CslyY\niXFbr0CGbdEo2CowbF3XgeporCwyMl19fq0YN/ycOGFf+Nv6jxGeLAnNnonN8CevfoiWrh9z15Fu\nTnzyrbz3hh7+8rHzvDodZiQwAuludrU56HBXZ2mPH+3hyfvuqL54rwCjadTmzqHpm09aH0qFmIvP\nsde3F13XmQgmeNf1Pav+jrU0gQa9g8zGZwmnwxzscvHqdLi0wKqG9gPg7St72Jg/9jkEwxZP55gO\nFQVR2/PFdryK6UjMD//rMLzwd6u/hjzGFxP0+VZobA19QzDUN34EEIzSp5/9NBbFwsdu/Bh9LvF7\njFsccOJL9DQqiy1wEf50L5x+qPo2U6egbX9pc7rjIAQvQWr9s2FzkSQPnJjgfcd6C+eNJEl85n2i\nQLzvGy8VinRv6mkAdg2+A5PFxVHffp4nCU//WdX97+1wMhFIbGwMwhqQTApH8R7PwIYcz5YnPBLJ\nMPZ87mqsCcYj2wXbVYRQIs1uaZqQ7zA42piPzzMXn1uTQ6QBj6wS0sSC25vP1aobBYattGAzMth6\nXb04zTYkOUNSV/nZm7qvzmINIO4nZ2slns6RdPZD4CJ72hzNNR7Jd0eDptC65tdA3Dw8ipWQLKOk\nQnhs6hVjOjI0f4FkeB+RxQMAzISSXHrkC+xJxjHrMLTwSmHbYnYAwKrKG96EGJoKc5N6ATw74QN/\nX/rl21UwinDm3RhrmWNbiKZol4L4FaWhhiMGvBYvQUUufCY9VyTDdlF89/WXP6eYYOctDS7YamDY\nADy9MHincItcoQtfEctCs8fCY2i6RtT+TTxOsVj+5F2H8NhUPvYvTzMbn8W/6OPmgbXFh6wEt1nI\nMn1OsaAa22SySMNwZNA7yIWFGAvRdNU5vmLU0gQyrt8jgREOdLkIxDPMR2qwlH/X5+H95Vl8xv3e\nZzezp10UISXGI0peRllNEjl5QoxDDH1j9deQx0QwTt8KMSQ8f78oMHfeCsAjY4/w1NRT/NrRX6Pd\n3k6vS9i8T/RdDy9/nQFnjplQcv0jBcFx0DV49v9Wfl7XSw1HDHTm119zZ9Z3fOD+Jy6SzWn859fv\nLnm812fnE+84yJMjfj7y5R8DcGbsaWRdp3f3WwE4tusnGDGbCf7oT0UBWQGDHS50vYK5zCZDJiPW\njt3rXK/UCptJ3McTaZHDBjRFFrldsF1FCCUy9EgLZPMXrNN+QcOvp2DzmqyEdPHBbHGoa2PYjM7S\nMknkeGQch+rAZ/Gh58wgpUmjkktvro7ohiK2QNIs6HfN2w/ZJEpstrnGI4lF0kCYhXU5RBpwm+yE\nZBmSQXx28xVjOuJP+MmmlxYSZjK8R/oBcZwcSKUYmny6ZHuDHXjXdTvw2c0bWqzNRZLMR1LszI5B\nzw1w6F2lX55e4VKImGEDanK+Woim6VLCLCgKbc7Gy1F8thaCsoJeXLDVOF+3ZRAYBWdnRRMmQMyx\nzQ1VZy3qQSoiFA61MGwgWIvYHJz9j9qPkcuIorCIYZuLi/BzSUlyLv0VQLA0v/+uw5zxi4IlFu3g\nkdOr56rVC6Ngc9hEoXLJX59T5GqB3+vFSCBfsPkGeW5UvMfVZKHFqEUialy/R4IjRcYjNTA7zo6C\nw2cxCgyb3czeDtFwPb98xsneVl0SOXVSfL/4BCRXv39lcxpTwWRJXEHp/k6JIvDYL4AkEcvE+JMf\n/wkHWg7wwf0fBMT777F4GG/ph0yc2+KPktV05iLJyvusFcbrH3sC5iuYR4WnxLmzvGDryPsHrNN4\nJJzM8I/PjPGOa7sZaCu/djhUBVmCTE7HQpqsaQFP1sy3XhbvzY2dNwLwgsUsTOkqoPAeb9KC7cGT\nk9z6R4+iy+J3GprboBk2o2DLRHHmC7ZmOEVuF2xXEcKRKB1SUOjRERItWZI50HJgzft0mxxEJZ2M\nlsFrN6+NLanGsEUn6HP1IUkS2awJSc6QwkQu07iQyS2H+AIxk5D0KG35LlqTjUdyUT8XVDM62roZ\nNgCP2UVIkSERxGtX1zb3uMmQ0TLochw9t/QZfpv8Y1qlCPemf4lDOXg1dB5NL5cVXtfnZTqUZC68\nzgVDHTg9FcZGEldiYslauhgWF6REwWbcgGpxY1yIpuixhojJMq2uxgeWeuwdpGWJRFRkh7ltwkI5\nW4Ncc8sgMFZ5fs1A/+3i+6Wnq29TKwqW/jUW13vfLBjZesxHIvnQ7KIF/0JCLKjS/ts5G3uc56af\nA8SCXLGK16SlOgnEMw2PuzAkkbIpicUk12U8Ukvg93oxHBzGpbrotHfy7AU/bU4LuyoswCthNYlo\nl6MLp+rkXOAcB7qEyVfNAdoVYDTbvHaVdqcFl9VUPuPkaKvOsE2dBMUisshGvrfq8abzTFifrwrD\nduJLwvH0OlGc/cWpv2AuPsfvvuZ3Mcmmwma9zl4m9BR0X8/Bya8D+vqlscUF5/PlbGShOF1esHl2\nirXPOo1H/v7pMSKpLL/yhj0Vn//T757DWB7cKp9mQpXJpdoKpjTXtF2DWTbz/J5bRUPm7HfK9jHQ\nZkeWNmcWm3FuToeSoAZx5TT+28OBDYnKMQq2ZCa2zbBtozFIL4qZMFPrACAYtt2e3euaSfLkjQUi\neafINbElxgxbBYat1ykWfamMCeQ0KczkMhu3sN1UyGUhESQsiQWHrSN/YQ4013gkHZnnpfx7sx7D\nEQNes4eQrEAicMUwbMGkCHPWs0sF28+YvseY1sFp1+0c7rqJGBpjs6fKfva6/Azii03O0ivG0FSY\nQWkSCR06KxVs7iKGrR5JZBq3WbACTWHYnIKlCUVEvpTHJti/WnPitgQWRyvPrxnouUEschshiyyE\nZtfIsMkKHPs5GH0cHv5v8L3fL/169v+WZ7UtC80GwbBZFTup+Ttps3bzqWc/RSaX4U8fOYdknkHP\nWdGz+WyjBsddGAxbJFO/tf9qToyNwHBgmL0+cZ19dnSRW3a3IK3k4FkHJElir3cvI8ERvHYz3R4r\nZ2ph2KogkFfU+Bxmse8OJ+fnKlj7V2ODp04KRt/eWrFAWI7Qq9/nNvnlypLIVARe/jpc8z6w+RgO\nDPMPr/4D7xt8H9e1X1eyaZ+rT8zI3/gRnKFzHJPOMRlcL8Mm7gHseTO8+BXILCsAp06CpEDXNaWP\ny7KQcM6ujWF78OQkr/2jR/nsw2exrGC7X1yQvll+nouqSiA1UHjcrJg50n6EE4om5uy+fW/Z72Ax\nKfS3bk6nyOJzM6PGaM/qxDP6hkTlLDFscZwWIUveZti2sS7oeV2ypa0fXdcZ8g+tKX+tGN68sUAo\nFcJnFwYAdbM8BsNmWbL113SNychkYUA4npSR5TRp3YR2tRZsiQCgs4hYcHi6dwvHqcUl45FmzLFl\no35OqzYUycSAe2Dd+/NYfQVJ5JXCsPmTwgRD1sVneI80yS3yGR7gLXzsbQc5fN09AAydKu+8Ht7h\nQZElXhwPbtjrPT0d5lZXnl2pxLBZ3WJwn6WCrZaiaCGSQjWJ36MZM2welyjYArE8w5aXa14xxiPZ\nlJgdrGTpb8Bkgd6bGuMUWS/DBnD058T2z30Rnv7z0q9vfxz+4b2lC3QjNLtIEjmfmMehtICu8qvX\nfozR0Ch/e/pvmQomkK0z5FKdCF9EgUYag7jz0QKhVIj+FntdDFuz4zh0XWc4KBwiJwIJpkPJmuSQ\n9cBwitR1Ha9N5ZsvTpXIO+uRfAbiGVRFwpE3WjCcIktgb60siQxPQ3QGem4UsRHDDxfcXysik2Tw\nh7/KP5r/iGvOfQG0Zaz6S18Tzd+82cj9r9yP1WTlozd8tGxXfa4+pqPTZA+9G93i4kOmR9dv7Z8M\nARLc/lHx76F/LX1+6qS41qoV5Jydh9bEsBms0lTe6CWV1aoyvkvmMzpHzC+SkiUy6a4SU5pjncc4\nEzhL9I33iTm2Ck2hPe0V4hs2AYrPwagphTdrKnu8WSgUbNlkgWGLN8GYZbtgu4ogh8Ugpr19F3Px\nORYSC+uaXwPw5PMnQrE5fA4zur6GxVOFGba5+BxpLU2vq5ecphNLKihKhhQq2tUqiczLShY0weK0\nuJ1i1ihwkT3tTmyq0hSnSD22wIhZpdPah6qo696f29ZWkEReKQzbYkIsUI/uECzCzyiPksHEoXf8\nF44f7WHXrjuw6RJDY4+VLTRsZoV9nS5enNjAgm0qzE22WSEfqiS/s7jFeZnP84FaZ9hSaLI4nxsZ\nmm3Al8/VCcZEwKvBsF0x4dnBS4C+siQSxBzb9IsFFnTNqJdhA5HZ9ltn4JPz5V/v/nMh1fyrO5ZM\nFCowbPPxeSySaPb95OCbuaPvDr740hfpak2gWGbRUqWvp5FxF1bFiiqrhNNhdraKgq0mp8QVXofb\nZmrIXNtcfI5IOsJe316ezc+v1WI4Ug8GvYOE02H+/scvMzwXJavpBXnnvQ+8yL1ff7FmyWcwnsZr\nNxcYwD3tTuYiqdLz0dEmXF2X/40LEsHrYf/bRZFz6ZnqL/zVh7BkgjyrHcDz3OfggXuWmr26LmSI\nXddCzw0EkgEeufgI79z9TrzWcrfaXlcvWT3LTDaKdOSD/KTyLIGFmRr/glWQCIrr5sDroG1fqWy4\nYDhyfeWf7Tgk7u/RuboOWQ/ja5jSHJYuEjOLv5uqdZaY0tzYdSOarnHKlndmrVBEDnY6GV2I1eQa\nvJEoLkiDag57xrrs8eZBlVUUJBK5FA7z9gzbNhoAS3SSnC5h8vYULMbXy7B57GIBFYpMFoKQ6zYe\nqTDDZlj697p6mQomyOVUkDOkUdGvVoYt36WcyTrx2VVURRYLu8AoiixxuFnGI4kAl8wS/e7K2vh6\n4XV0EJNlMgk/PrtKPJ1rSmbJRsJg2GyKj30tCh9xPo16zbt5x2uOAGCSTex39nCaBIz+sOznr+v1\n8NJEqOaF43oQTWUZXYiJ/LX2/ULmthxWt3A8S8cKpiORVYoiTdPxx9KkJdF9bZZLJEAwKRazbtsV\nxrCtZOlfjIHbxPsz/tz6jheZzQdau1bfthYc/TDc8+/imv7Xb4FzDwuGTXWUhC7PxeeQNA8+u4pV\nVfjtm38bgJaBB5CUREnB1ui4C0mS8Fg8+fBsO/F0joVobfese+/cj0kulyeGEtmGzLUNB4cBIT1/\nbtSP166yr6NB700exhzynz/xBNllapiMppPJlT62kuQzEE8X8jSBysYj9jbQMuWmIsWZZLvfJGS+\nZ79d/YU//yXm1R5+y/aH8BN/CGf+Hf7mTtHkmHgeZl8W7Jok8dD5h0hrae7ef3fFXRWs/SPjcOwX\nsJBh9+QKdvy1IBkSn3FJEqYnEz+GmZfFc8FLkFhcuWCDuvPY6mF8DVOa99pfYlQV79kn3vK6kjnH\nI21HMEkmng+eE8ZHFV7P3nYnWU2vS0q8ESi4pMoJErKEKePcsKgcSZKwSgoJLY2zYOu/XbBtYx2w\nJyaZl1pBURnyD6FICvtb1vdh9tg7AAjFZvE5RMFWt7V/hRk2w9K/z9XH6EIMXVPRSJNEKQT6XnXI\nZ09Npuy0OUWINb5dBRvwa6oYj6zX1SyZWiSgag1xiAQhiQQIxebx5ov80BaXRS7mC4ipRYUP2H4s\nbt55aY6Bw72386rFQu7Hf1P289f1eQklMhtyEzRMBjqTo0uW0sthLOBT4SVJ5Co3oGBeDh0lgQT4\n8u9zI2F0y4NpsfgrMGyJK2SGrWDpP7Dydr03gWxavyyy1gy2erDzFvjlHwhZ51c+CK98Q8gh8yyM\nruvMJ+bRMi4681lRO5w7+OUjv8yluFggtqg76wrDrhdus5twOkx/q5iFqlUWefxoD0d6PCiSVHh9\nBgNdjLXOtRUcIr2DPDu6yE0DLcgVCsT1wJhDDmRrD0CvVhgE4plCoxYosvYvmmPLN3WN+9fSTk+K\n2S2zQ2Sw7n4DnP1W5RDtuVfh0lN82/I2eloc8Npfgw99DYJj8MU3wff+u2g8XHs3uq7zwLkHONpx\nlH2+fRVftzEbPxGdgK5rGLEc5vbQQ3UFeJchGQJbvilx3U+BybpkPjKdn11ebjhiwCjYZusr2Lo8\nlTMKq7FKx4/28J/aX2WspReH6uDDN11b8rxdtXOo7RAnZk8I98oKBdtkUJwrb/l/H2uKS+pacfxo\nD59850EsqlBf2KTWDY3KsckqCcAhi/XvdsG2jXXBnZxhwSQKrCH/EHu8ewra27XCkzcWCMbnC522\n+hm2KKj2kk7/eGQcRVLocnQxuhADTdwUIqiQ2/oSujUhL4m8mCwu2AYgNg+pSMF4pHiGoBGuZuO6\n2N+htso3v3phuLSFE/7CzX6rZ7H5k35UWWVsPsfbkt8Rkpj+20q2Odx+hIQkMXrhu2J+owhHCsYj\nzZdFDk2F8RHGkpznUbuNt/3L2/iJr/9E6dfw/XzV5YRkGItJRlWkVU1HFqIpLKQJSFl8irXEla1R\nMAwjghnxmfRcaQxbYFRcC50dK29ndojF33qNR2rNYKsXnl74yHfg0LvFnFLR/Fo4HSaVS5FMOkoW\nnPccuoddHsEsPvz/fKCuMOx64Ta78wybKDAuLdZu7Z/Kadw+2FZ4fdUWZmuZnRkODtNuayeZsjLm\njzd8fg1EI6XN1obTVcW5sQKqFQDBeLqkYNvZYkdVpNIZJ0eeaS8u2Cplku17m/j8L5wrP9DzXwLF\nzD+mblsyHBl8K/zio4LVGnsSjnwALC6em3mOsfAYd++rzK4BdNg7UGW1oOR5qeu99GpTcOLLK/4d\nVkQyCIb80t4Ch98DL/2zkJZPnQRZhc5rKv+ss10wkfUwbLrO/2f6PB9UflDy8IqsUmgCZl7iosPD\ngHugopnNsc5jvOJ/hUT7fiFr1pbULw+enOQLPzxf+H8zXFLXg4EWB16zeC333HLThkbl2BQzCVnC\nnI2K++V2cPY21gNfZoag2oWu65xeOL3u+TUAp7MLWdcJFS2+6zaRSMfKHCInIhN0O7pRZZXRhRiq\nLAqUmGyC7NUqiRQ3vNG4hTZXvmAzzAkCFwvGIy8XGY+s29Usk8Avi5/f29K3jhe/BKNgC6YChSJ/\nq8+xLSYW8Zh97M6O0ht7pZADVAzjfBsym+DkP5Q8t6/ThVWVeXG8+U6Rp6fC3GgX8xqPZhcJpULc\n3HVzyVdCy/KkzQqpMJIk4bSYVjUdWYikaJdCIoNNbayMy4BJNuGSTASzYjHstomi8Mop2C6KJkwt\nroD9rxWZU+l1sLLNYNgMmB1w95fhnZ+HN/x24eH5uOiAR6J2utxLBZuqqHz29Z/lYzd+rOLcUSPh\nsXgIp8P0+mxIEjUz25qmc2E+xp72Jfl+tWJmLbMzw4FhBn2DPDsqrvW37GpOjtSgd5D21kBZ0LYq\nS6hK6WdvpQJgMZbB51iSRJoUmYFWR6nxiMGwFRuPhCdFA3J5wQaCZStGOg4vfpXcgXdxNmIttfRv\n3we/9Kj4fL3+4wB87ezX8Fg8vLX/rVV/f0VW6HH2FJQ8i7vu4qncIfj3j8IjnywpUmqGIYk0cONH\nRDP65a+Lgq3zkDAMqobOQ3UVbLOnf8QtsR/yccs32Okx18ZInxNOnBf1NP3u/oqb3Nh5I1kty8sO\ntwg1N1h/xHoimSmdXWu0S+p68NJkCLs6C0B3S2MazLXCqlhIShIkQzgspm2GbRvrQC5Lq7ZAxNrN\ndGyaQCrQkIJNtrXg1jRCqWBBErlY7+I7FS0v2KIT9OZznC76Y7Q5xAIwKpmQrmaGzephNpqjvZhh\ng6rGI+t2NYsvElDETb3F2phur1GwhVKhgiSybhntJsNichGb4uFDyqNoikVIYpah392P3WRnqH2X\n6OQWLQpURebwDg8vbQTDNh3idrdYNA+nA1zXfh2fuv1TJV97nT2EFbkkPHu1Ier5aIp2gvgVhbYG\nfVYqwadYCWpp0DRsqoKqSFeO6chqlv7F6L9dzAZNPr+2Y+l6nmFrUsEG+Xmee8TMXR5zCWGsEI7a\nC5JIA/tb9nPP4Xua93ryMCSRVlWhy22tWRI5FUqQyOTY07F0vyrMzhRhLbMzOS3HhdCF/PzaIk6L\niUM73HXto1bs9e1lMT3OH77nUEnQ9mfvvo7Pvv862pziutzmNFctAHRdL5iOFKPMKbLAsBUVbJUy\nyTw90H19+Rzb0DcgFWJ234cAykOzbT540++Au5uFxALfv/R93r3n3VhNleWCBnpdvYWCrbvFy89l\n7iNw6MPw1Ofhn366fkOfRBHDBkK23HkNPP835WxiJXQcyjNatZl5XHz4zwBo1fw8/p50bYz02W+T\naNnFdHKBAc9AxU2OdhxFQuJ58o3xoiKy2S6p68XLEyE8jgBWTcPna8zMfa2wmWwk5HzBZt4u2Lax\nHkSmUdBI2Hdw2i9OwMNt6y/YsPnw5jRC6RAOs4JZketnS9IxMJd25Mcj44XB4NGFGJ1OceOKyQqy\ndpXOsMUW0GytxNI52lz5m6SxuFssNx4JxTPCmKQCau7+xv0s5vfRqK63x5wv2DLRQnejUy5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8hoGYY9nUIKXBQUe12fuOE3QxZ58x4hK36jd4HI7kPo6BUdIqGUgQBwWURAdSXjkeNHe/jE2w8A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\nKAQFTldOY9kGgNr6i4iIyNjYbYbtp4BPOOeaAM65l3c/JBGRtaaCKZYby+A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"text/plain": "<matplotlib.figure.Figure at 0xa89e7f0>"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"metadata": {
"trusted": true,
"collapsed": true
},
"cell_type": "code",
"source": "pyd.close()\ncd.close()",
"execution_count": 13,
"outputs": []
},
{
"metadata": {
"collapsed": true,
"trusted": true
},
"cell_type": "code",
"source": "",
"execution_count": null,
"outputs": []
}
],
"metadata": {
"_draft": {
"nbviewer_url": "https://gist.github.com/ee81854d1b7ed78a7513e4a874567665"
},
"gist": {
"id": "ee81854d1b7ed78a7513e4a874567665",
"data": {
"description": "Checking rotations of a Signature, beam velocity as is",
"public": true
}
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3",
"language": "python"
},
"language_info": {
"name": "python",
"version": "3.6.2",
"mimetype": "text/x-python",
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"pygments_lexer": "ipython3",
"nbconvert_exporter": "python",
"file_extension": ".py"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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