{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Analysis of major and minor grooves\n", "\n", "* This tutorial discuss the analyses that can be performed using the [dnaMD Python module](http://do-x3dna.readthedocs.io/en/latest/api_summary.html) included in the _do\\_x3dna_ package. The tutorial is prepared using [Jupyter Notebook](https://jupyter.org/) and this notebook tutorial file could be downloaded from this [link](http://rjdkmr.github.io/do_x3dna/tut_notebook/major_minor_groove_tutorial.ipynb).\n", "\n", "\n", "* Download the input files that are used in the tutorial from this [link](http://rjdkmr.github.io/do_x3dna/tutorial_data.tar.gz).\n", "\n", "\n", "* Two following input files are required in this tutorial\n", " * ``MGroove_cdna.dat`` (``do_x3dna`` output from the trajectory, which contains the DNA bound with the protein)\n", " * ``MGroove_odna.dat`` (``do_x3dna`` output from the trajectory, which only contains the free DNA)\n", " \n", " These two file **should be** present inside tutorial_data of the current/present working directory.\n", " \n", " \n", "* The Python APIs **SHOULD BE** only used when ``do_x3dna`` is executed with ``-ref`` option.\n", "\n", "\n", "* Detailed documentation is provided [here](http://do-x3dna.readthedocs.io/en/latest/dna_class_api.html)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Importing Python Modules\n", "\n", "* [numpy](http://www.numpy.org/): Required for the calculations involving large arrays\n", "\n", "\n", "* [matplotlib](http://matplotlib.org/): Required to plot the results\n", "\n", "\n", "* [dnaMD](http://do-x3dna.readthedocs.io/en/latest/api_summary.html): Python module to analyze DNA/RNA structures from the do_x3dna output files.\n", "\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import dnaMD\n", "%matplotlib inline\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Initializing DNA object and storing data to it\n", "\n", "* [DNA object](http://do-x3dna.readthedocs.io/en/latest/dna_class_api.html#dnaMD.dnaMD.DNA) is initialized by using the total number of base-pairs\n", "\n", "\n", "* Minor Groove : direct P-P distance\n", "\n", "* Minor Grrove Refined : refined P-P distance which take into account the directions of the sugar-phosphate backbones\n", "\n", "* Major Groove : direct P-P distance\n", "\n", "* Major Grrove Refined : refined P-P distance which take into account the directions of the sugar-phosphate backbones\n", "\n", "\n", "* The major and minor grooves (direct P-P) cannot be calculated for first and last two base-steps\n", "\n", "* The major and minor grooves (refined P-P) cannot be calculated for first and last three base-steps\n", "\n", "\n", "* These four types of Grooves can be read and stored in DNA object from the input file using function [set_major_minor_groove()](http://do-x3dna.readthedocs.io/en/latest/dna_class_api.html#dnaMD.dnaMD.DNA.set_major_minor_groove).\n", "\n", "\n", "* To speed up processing and analysis, data can be stored in a HDF5 file by including HDF5 file name as a argument during initialization. Same file can be used to store and retrieve all other parameters." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Reading file : tutorial_data/MGroove_cdna.dat\n", "Reading frame 1000\n", "Finished reading.... Total number of frame read = 1001\n", "\n", "Reading file : tutorial_data/MGroove_odna.dat\n", "Reading frame 1000\n", "Finished reading.... Total number of frame read = 1001\n" ] } ], "source": [ "## Initialization\n", "pdna = dnaMD.DNA(60) #Initialization for 60 base-pairs DNA bound with the protein\n", "fdna = dnaMD.DNA(60) #Initialization for 60 base-pairs free DNA\n", "\n", "## If HDF5 file is used to store/save data use these:\n", "# pdna = dnaMD.DNA(60, filename='cdna.h5') #Initialization for 60 base-pairs DNA bound with the protein\n", "# fdna = dnaMD.DNA(60, filename='odna.h5') #Initialization for 60 base-pairs free DNA\n", "\n", "## Loading data from input files in respective DNA object\n", "# Number of major and minor grooves = Number of base-steps - two : 3 to 57\n", "# Number of refined major and minor grooves = Number of base-steps - three : 4 to 56\n", "\n", "# \"bp_step=[1, 59]\" will try to load parameters of 1 to 59 base-steps. \n", "# If parameter is not available for any specific base-step, loading will be skipped.\n", "\n", "# Four parameters are accepted:\n", "# [ 'minor groove, minor groove refined, major groove, major groove refined ]\n", "parameters = [ 'minor groove', 'minor groove refined', 'major groove', 'major groove refined' ]\n", "pdna.set_major_minor_groove('tutorial_data/MGroove_cdna.dat', bp_step=[1, 59], parameters=parameters, step_range=True)\n", "fdna.set_major_minor_groove('tutorial_data/MGroove_odna.dat', bp_step=[1, 59], parameters=parameters, step_range=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Local base-step parameter of a base-pair directly from dictionary\n", "\n", "* The ``DNA.data`` is a python dictionary which contains all the data as a Python Dictionary. For a base-step, parameter as a function of time can be directly extracted.\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Extracting \"Major Groove\" 22nd base-step\n", "maj_groove = pdna.data['bps']['22']['major groove']\n", "\n", "# Major Groove vs Time for 22nd base-step\n", "plt.title('22nd bp')\n", "plt.plot(pdna.time, maj_groove) # index is 2 for 22nd base-step: (20 + 2)\n", "plt.xlabel('Time (ps)')\n", "plt.ylabel('Major Groove ($\\AA$)')\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Local major and minor grooves as a function of time (manually)\n", "\n", "* A specific local major or minor grooves for the given base-pairs range can be extracted from the DNA obejct using function [dnaMD.DNA.get_parameters(...)](http://do-x3dna.readthedocs.io/en/latest/dna_class_api.html#dnaMD.dnaMD.DNA.get_parameters).\n", "\n", "\n", "* The extracted parameters of the given base-step can be plotted as a function of time\n", "\n", "\n", "* The extracted parameters (average) for the DNA segment can be plotted as a function of time\n", "\n", "\n", "Following example shows **Major Groove** vs **Time** plots. These example also shows that how to extract the parameters value from the DNA object. Other properties could be extracted and plotted using similar steps. \n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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H1+cluykEQUiiulQNkY8SQRCEQ9btOpjsJhAE4ZC66KZEghJBEL6kDo63BFHnCfnZ2cglJCgRBOFL6uB4SxB1HtIoEQRBJAiVdEoEkXK49VHyMyQoEQThS+rgeEsQdZ5QHVQpkaBEEIQvqYtfpgRR13ErJ/l40RsJSgRB+BMSkwgi9SBnboIgiARRB8dbgqjz1MX3lgQlgiB8CTlzE0TqUVMHJSUSlAiC8CV1cLwliDoPmd4IgiASRB1cPEMQdZ46KCeRoEQQhF+pgyMuQdRxKDwAQRBEgqiLX6YEUdepg3ISCUoEQfiTuujrQBB1nbq4CIMEJYIgfAnJSQSRejjRKKVKUFkSlAiC8CWpMYQS8URVVfywaid2HihPdlMIC3aURe+PE+GHTar4ODQ3CUoEQfiSFPnYJOLI/5ZuxxVv/4pTnpyR7KYQFvR//LvI33XRZE6CEkEQviRV1PJE/Phh1S4AQEV1KMktIWThmd7+u2ALBv99BtbuPKA7nipvuC8FpQkTJqBv376oV68emjVrhvPOOw+rVq3SpVFVFQ8++CAKCwuRnZ2NwYMHY/ny5bZlT548GV26dEFmZia6dOmCqVOnxusyCIKIgVQZRIn44WNrTEx8vWw7flq7O9nNiAu88AD/9/FibNhzGHdNXqo7niofQ74UlGbOnImbbroJ8+bNw7Rp01BdXY0zzjgDhw4diqR56qmn8Oyzz+LFF1/Er7/+iubNm2PYsGE4cOCAsNy5c+fikksuwZgxY7B48WKMGTMGF198MX7++edEXBZBEA5IlUGUiB9+9ltxy7b9R3D9ewtx6T/r5rxjZXqrqK7R/U6VNzwt2Q3g8fXXX+t+v/3222jWrBkWLFiAU089Faqq4rnnnsPf/vY3nH/++QCAd999FwUFBfjggw9w3XXXcct97rnnMGzYMIwfPx4AMH78eMycORPPPfccPvzww/heFEEQjkiVQZSIH0od1CntPFCR7CbEFYqjlCRKS0sBAI0aNQIArF+/HiUlJTjjjDMiaTIzMzFo0CDMmTNHWM7cuXN1eQBg+PDhwjwVFRUoKyvT/UcQRGIghRLhN2pCKp75dhV+WLUz2U3xLU6cuVPlHfe9oKSqKm6//XYMHDgQ3bp1AwCUlJQAAAoKCnRpCwoKIud4lJSUOMozYcIE5OfnR/5r3bp1LJdCEIQD4jWGqqqKLfsOx6l0wkv8Znr7bPFW/OP7tbji7V8TUl9NSMW2/UcSUpdXWAk/Rg1hqgSn9L2gNG7cOCxZsoRrGlMMb5GqqqZjseQZP348SktLI/9t3rzZYesJgnBLvHyU/vbJMgx8cgY+/GVTXMonvMNvgtLWfYkVWq5651cMeOJ7zFq9K6H1xgJplBLMX/7yF3z22WeYMWMGWrVqFTnevHlzADBpgnbu3GnSGLE0b97cUZ7MzEzUr19f9x9BEIkhXoPoBz+HBaSnv1llk5IgvIf9ALD7GJhZKyC9O2dDPJvkKRRHKUGoqopx48ZhypQp+P7779GuXTvd+Xbt2qF58+aYNm1a5FhlZSVmzpyJAQMGCMs96aSTdHkA4Ntvv7XMQxBEckgVtTwRT/ylUvJaBpAtz2+aNSvcO3P79yJ9uertpptuwgcffIBPP/0U9erVi2iB8vPzkZ2dDUVRcOutt+Lxxx/HMcccg2OOOQaPP/44cnJy8Kc//SlSztixY9GyZUtMmDABAHDLLbfg1FNPxZNPPolzzz0Xn376KaZPn47Zs2cn5ToJghAT7w9TEsP8TyoJCG4IqSoCEgJCKilp3G5h4uc30peC0iuvvAIAGDx4sO7422+/jSuuuAIAcOedd+LIkSO48cYbsW/fPvTv3x/ffvst6tWrF0m/adMmBAJRpdmAAQMwadIk3HvvvbjvvvvQoUMHfPTRR+jfv3/cr4kgCGfURRU+4Qy/yUleC2518QkPWQRRN/ZfqmiNfSkoyUikiqLgwQcfxIMPPihM88MPP5iOXXjhhbjwwgtjaB1BECxVNSFMWbgFDXMycEbX5p6VS3ISURc1SuxjXRef8RrXGiX/3mxfCkoEQaQOP6zaFdmaYM7dp6GwQbYn5cZ7DqHI30SykdWopJLA6GjVWxzb4SW+dOYmCCJ12HsoGmm4rLzKs3LjLcikyiB9NFMXI3Oz1EVZvS5eEwlKRNJRVRX//HEdflyTOrFCiCjVIXa5s3flxt2Zuw4O6ERqURefQWdxlFKjA0hQIpLO3N/34NH//YYxb/6S7KYQLqiuiQ52Xjpgp8YQSsSTRJqcVFXFvkOVCaiH+TvOT3lldQgHK6rjWocRJ+EBUuUdJ0GJSDpbUixEP6Gnqia6zMVbjVKqDKNEvEik4e3O/y5Br0emYfaa3QmrU/4Rd9cTg/4+A90e+MZTk7gdVh9LxqtIlVecBCWCIGIibqY374ril58qo/RRjN2WVF7y8YItAIAXvlsjTOP1IxPvEBjbS8sBAIs3749rPSz/W7Idv+86yD2Xqm8cCUoEQcRENatR8nAo1Jko4jChpOqgTcSXeJvDdpaVM3Ulhhr34bJdMfr1eXIJmWb5eWUfCUoEQcREVU18NErs13ZcxnmSlAiHxDqZq6qKG95fyPyOsUHS9SamHo2dByq4x02mN8Rn7PAaEpQIgoiJaiYUb7xMCWQmOzpJhpYhno+aSbOToMc60RolWVLltSZBiSCImGBXvXk57ulXBxFHI8mIoxTPZ80sJyXmyfbNdkAGyVcVn/IVJCgRBBETemduL8MDxCfsQLR8gkgsxuc4UYoe3whKfmmHQ0hQIggiJqrjFh6A/zdx9JAc01v8HjZj0YkyKddYbFSbTFLFpE6CEpF0fKxxJSSoCvFNb7PX7MbURVtclxvvr+BUGaSPZpIxNsRTy2N8puP5BKqqM42sqqp4b95GLNq0L36NsjC9+RnaFJcgiJhgNUohZpa57M2fAQA9WjVAh6Z5jstlx3YyvR2dJEujVF5Vg6z0oOsyjlTWIDvDnN8kKEk+hG76wen78/3Knbj3k2UAgA1PjHReoQtSRWtMGiWCIGLCzpl7BxM3xglsWfEYRP08MBPJY/GWUpzwyDRuNGuZZ+aZb1fhuPu/xk9rzRG+QwYTWFzNfMzfMqveVu04ELe2iNA7s/v3hSRBiUg6iYy+S3hPlU1kbtcrl+KsUSL8T7LGhsOVNa63MvnH92sBAA9/vsJ0LpGmN7aud+ZssE2fiFcsVUd6EpQIgogJvTN3nOIoxaVUwu8kc2Ktl2X2TIlVbnNreou1riVbSnG40npz3FACluCZaiDTG0EQRwNVHNObFwJTvKP2JiqGDZGa5GXG5sLLE6rcxlFyI585fWdqkiCppIbhjQQlgiBipIYTmduLMTfee70RKUASVUppAe+nx0TGUTK+MnYm8ETEdDJtYZIirzUJSgRBxEQ1x0fJ669TcuY+OklGZG4NFSoWbNyHrfuPRI4t2VIaU5lm01v8HkKzP5R1Xcn+GPHz+0jhAQiCiIkq1kep9l92lY0X/ri0J+7RSTLXefy2vQx3TV4KILxcfuv+I/h2xY6YyjSZ3uKpUTL+tqnL7X5wsQhYOvO6j99IEpQIgogJNjyAp6Y35m9a9XZ0Em85ae3Ogxj67EzuueLNeu3RGg+Wz7t1mHYjMDpdYeemadU1Ifzx9XnOM9aSKq81md4IgogJNjyANhp7YXpjv1TjMqCmyCBNxI87/rtYeI4VTj78ZZPOBGdkVckBTF6wxVa7Urx5v+637AfAN8t3ONbcqA63LRGVv3rHAfxXcG1zft+D+RvdR/KOd6w0ryCNEkEQMaELD1A79OlMby7L1clffh5FibgRb9PboQrxknm26vFTllqWM/y5WQCAXGalHC8G1F8+XKT77eSx/nbFDgzv2lw6vdGUZfcOiUxvZ0wMX1t2ehAje7TQnXOq6TV2ie5jyFFJiYU0SgRBxITO9FYrM3kTHoD/t1f42SeCMBMPYdmqSDdC2tKt+53V76Rsh47k5lAEztIbWcK5Ni9XBvr5Y4gEJYIgYqIqZO3M7Za4m94I3xNgpJX4xNIS42bFHfvYm5fCm2tzIhw41d4Yy7bLzpb/xZJteOen9brzvP5IC8am8kuV95pMbwRBxAQrFGmDLeuj5FZmCqnmcr0kVQbpoxl2Gg6pKgIJDBcQiHEjWiOVNWanISfvhlO/P6fvHfuOjfsgbCIcdGwzyzyBo2T7KdIoEQQRE7pNcVX9v+G/3Ukk7Aai5MtNxOUZsHg23ewzZ1VeeSXPu1r+qpy+Rqa2ONAoaVj5cAFAtXGXX4fox4mYioorJCgRBBETVbovZbMzt1uNkn5FjI9HUSJ+MMJKXLSKclVLw7bRmP9IVY25ficaJYcvkimOko2kxFF4ITPNWkSI1cSeKn6CJCgRvoImxNSjmiMUsQOo21AB8fZRomcttUj07bLzUeI9P1ZyA1dQctAep4Ki0w14edeTwQhKPMFx3a5DjtpkLGL/4apo/T4WmkhQInwFzV2phy4yN8f05lYTEIqzoET4H3ZiTXQsLTsfJV572GMmjVKlWVBy8m44DVYZi4+ShpWwWF5Vgwc+W+6sEgPnvvRT5G8/v+MkKBFJRzcYJq0VhFt4kbl1ztwu1fP6OJb0ZByNsMKG30xvKsJxke77ZFnkmFUbYza9xbrqjfl7xsqdOO+ln7B258Fo+RzTm9V7d6Dc2n+Jx8JN+7H/cKXjfMmGBCXCV5A5JPWotgkP8OuGfa7K1a96c1WEJfSk+Z/vV+6M/J1oZ26e4MCybtdBfL54G/49b6NUeeUxCkpO3wGTLzdz4Mp3fkXx5v0Y98FC7nmZOtPcLAsE8MJ3a7nH/Tz0k6BE+AofvysEB1VVUaVb9abq/gWAV2f+jopq8yRhX7i+Hq/x88BMAPM37MUSJsiiG41SLM9Njc2KLqfL/XmmNyeaUqeaWZlL33Moqt3h9S/bf14FAhCtpPPz60iCEuEraPJKLUS7oRvNBKwwJV92fDVKhL9ZulUfidrp2LB0Syn6PjYd/5m/WZjGqkg7UxfXRwmsYKEXLWI1vcXszM1LY7M61apGt6ZQkXDoZ2sCCUqEr6irvihHKmvw8g9rPdmB3E9UGb6qeXu9Aeav0d+2l+GVH6w1Tfoi6uZzQcjDm0inLNyCaSt2cNPfMmkRdh+sxJ3/XWJRprg+O9MbL6+VQG98V+zqd9oec1vsV72xaXiCoU6jZHiJj6aPF4rMTSQd9gX08UdFTDz33Wq8NnMdnvp6FTY8MTLZzfGM6hB/MLaLdTfi+R/D+WtC+Mvpx3DLplVvRzfGex5SgcOV1cgIBpAWDGDb/iO4/T+LAYD7ThmfTafYmd7sTFXm9OZjTj4MnWpcjKl5dbEfNPwtVmJvz4HyKvtE8PenEGmUCCIBLNq4P9lNiAvVhs9cXhyl8HH+MLjEYF5h0YcYcNc+InUx3vLSI1Xocv83OLNWyN7HrJ7iTdoyASOtBBVbjRLnmJVsxfMxSuSqNx5sk3httza92bfhs8Xb0P3Bbw3tEiT28TtOghLhK0hzkFoYfY+0wdk4qIvuq+wXa101yRJijBP9vHV7ACCypJ31AXId/d3S9OZCo8T6KJlMVbxVZfIN/7R4G16d+bt0elOf2Jje+Boyq/Lt237nfxeby7TN5T9IUCJ8xYY9ziK9pgqJmOhrQipWlRxwHbfIDca9nqKmN74A5QRdHKVUHF0JTzE+A6wgwttKQ2aVlqWgZPPM2S2nN9bv1FmaxxNfrZSOQySz1ZvO9MY5byUMyQhK6QG+iLGjrBx7DlYY2uffl5wEJcJXjHj+RyzfJjbHEGIe+nw5hj83C899tyZhdVYbNUoRZ259OrHsJjcQxyPYIJFaGJ+BQJz3gbP74OCdtmoH31nacbOktWdOnbltI40bRD+Ztqdz9oo7XFmN/o9/h96PTndcXrIgQYnwHdNX7LRPRJj419xw4LsXEigomVa9OfRRsjS9SaYj6iZ2GhE23iHPcVtxs6stg1FbasTW50gxCha8h9j5gy2rnZURHvVa29hNiUbSg+Z7sG1/uW0+v0GCEuE7/KyCdUsqTPQ7ysoxa/UuR2Yys0AU/tdYhmhQtRps470pLpFiGB4CO9ObXJEeO3MLytt7qBLTfzN/ALp5rn/6fQ+27Dtsm84saNqsepMog0Wmy9M4prcU9OWm8ACE/6iLk2IqXNKJE76DqgKvj+mNM7o2l8pjcubWTG8yDhI20F5vRzfGe27lhRQPvzw7jYkT5+ez/zEbW/cf4ZThvF03f7gIAD8kglVb7MZVp+EB3GqURMKpn8d90igRRALwc9RZDa2Js9fuls4jcuYWaZpMdVqUTXGUjm6cTPRGwfy1mb9j/W77hSFWjxW7z5xsZpHwwBOSgPiOC/aCpjG9fRm6c1KCEkejlILvMglKhO9IwfeoTuFkIBOFBzAHC3Tho8ScI2duwjwxM87+Bkl8wlcrJct03x7uKjad87NE/e6rt8WptoqX/q3Z62MqnycoGbem0fCz1pgEJcJ/0KSYVJwMWMaAk1pOWWduK3QaJce5iVTHeM9F+woCzoMxRutw/2Tx8jp9zuM51JlXvVlXxjv/SfG2yN/mcAfuTG/i+qWTJhwSlAjf4eP3xTV18ZoA82oj7cteOuCkRdlsHj8PokR8sHNzYx89t87cscCrU6dRkokMHk/Tm0MfJafYLAoEAKRxNEoi/PyKk6BEEIQOJwOqaIdyc8BJUV38E+/O2YCDFdW26Yi6i522Rxdny+GGsZE6YjK9eaBRcl+9fdkO2+K07V5rlPwMCUqE76iLc2JdvCZA/NVqDjgp3wE7D5Tjgc+W68t10zgipagJqdgmcHoGrENOuDe9uccYbBVw7hcUX9Obs/R2bdm6v9xxyA6ej5LrBiQREpSIpOPj9+OoxMntMJtD+KY3J4JSRZVZPUDPSN3n2n/Nx4Anvses1bsA2JuOdD5KSTC98cMDRI/JOXPH0/Qmp9WVPT954Rbc/2n0A0ZOo0SmN4LwBPNaFj+/MnUfL4QS89e/fF28wZVWvdV9vqtdjv+vuRu4503L3T1YFRnLY8ULSMkWt3DTfny9bLtlGTe+vxBfLrVO4xaT87sDU6aIf8/byJRnD5neCMIjnH75pCKJuKQYd2xgkG+tyBxi/MIXBpnj1BXgXEddfCYIPjkZ/DjIeud+VW96c61Rcv9g8cx9RmHj+vcWWpZxoLwaN75vncYtTn2UnPaEjGDlyJnbx+84CUpE0jFrlOogCRgFgt5JStKY7l3ER4nv5G3KzznBS0vO3EcPuZlBAJwPKPZvFZ4ISjE5c3PqTIIFUIjo3ZTOYJdcxvTG++qJobxkQYISkXz8+354RiIuMehgULLC0XglWMIdS8BJWeGJqJtkp4c1SlY+SSr0z4R/wgOYj7W9+3+JaI4J0YpUEU5dHtwGnExF6sZVEHUKH39Y+JqkCEoGhM7cDpZve7HsOtWZ+/sezFu3RyptTUjFJ4u2YvNe+41SU4GIRslwnJ3IQ6qqE0riueqtfdNc7nFencl6TKtqQpiycItuqxSzoGnno+SsTpn99dLT6oYzN22KSyQd855Efn5l/ItXpjcn/S9ysJWNzM2ri296k25SynO4shqj35gHAPjt4TORnRG0TP/Rr5txz9SlAOw3SvUrldVRSVrOR0k/sbvdFFfG3CN6r/imt+Q8qG/NXo8JX61EdnoQvz1ypqu2OI+7ZJ8mg3yUCMIbTC+Ij18YtyRiEAh6tMLESVtFacuraqTS8Y77aQJKBocqon13xNCPPH5eL6d58jOHmOCiORmaj5I+jS6GD1TdcxJP05tIUyvjzJ0oZqwKrxhknxe7yOZGnLZcRrDKqCMaJRKUiKTj5xcklUiGM7cRbfKqqDbuARfbXT6K5CTHeH3Xv1+5A+/O2eBxqdawUdg1ucQqHICqGnyU4mh6EwlKyXbmnjhtNdbuPAjAvDk1YN1/PLzYRLeuQoISkXScfvmkIokwJ3rmo+QkreDeGTVK7KDKag94dZGPkjMUjwXkq96Zjwc+W45fN+zVmcTiyaHK6DMhMwEbV73FcwsToUaJ19AEPqbPf7cGQ5+dCSDso2TE3CfRxrGPzL5DlWHtkMdbmKgGPzI7aNUbQVhgFCLc+hsc7XglKDnBeKe0wdMsKEWPd33gG3EBEJjjjqJHgp3EZCYPL+96RXX0vl306lyc+tQMD0sXU1XNmNVqr9m8cjL6twpVH5nbdcBJ+3wBgSBq3BAaSJ5AzxNordrCap97PTINd/53ies4Sl0L63PPu5C9fAsJSkRSWbvzIP42dVmymxF3EuKjlIRVb6JgoeWGbUi0dOt2HdIfl3TmTsby72SRTAPq/sNVut8lZeUmoVeWyQu24MHPlkt9+FQx6g8tufWqN6NGyRvTW+tG2ejRKl93TGh685Hmk6dRMvUfc8Ao/H28YIsL5+/wv8GAgkGdmprO1yUtMAlKRFK59aNFpmN15/VKLF4JSr/vOug6r3bvWM0E4GwLE7s9tAgDHkpWew9Vmo7tLKtwVdZfP16Md+ZsiDgaW8FuMBu5/xYR+8NmnehvWUE6FFKxdEtpVANjchg3P5Mi3z/eFibJkue5PkoWcZR4Y4XTV0y7T4qicHcFUOFsLPfzK06CEpFUtu4z7xbu5xfGz3jlzF28eT/W7z5knxC8r1bNxGbUKMnlF6U9ihRKOhJ92fs4glJJWXlsZRq0VDxYjYjMs6LCEJlbctB448d1OPvF2bj9P8UAzEI5rxgnGqVkPaZcHyWOEKjBCznhXFAK/ysadZya3vwcFoYEJSKptG+aZzrm5xfGLYkQ/rz06Z2/Ya9UOlH0ZJGPkrGNPE0R71hdUuPboRMIJC5b8VCltPewWVB69H8rcOXbv7h27JbRBuoEpdoeMOViwwOE9H0ja3p748d1AIAvloQ3ouX7Y+sPOnPm9pHpzaIp2elmQcnpO6alFymy1dr/1QVIUCKSSov8rGQ3ISGk2nAhv5LKqN6v1SgZJlVtUJUZi3lJjipByeC0bIeXAjK7IlFjyZZSzFi1C58Wb/WuIgN601v4X6vVsCpUVxql3Ex9MEuuj5zR9OZAUEqW5lPGmZu9VrsgpjKoEUGJ3z9OX1k/v+IkKBFJhfeS+fmFcUsifGy8XCbu1t1JmyikA05yy7CfvOoy7IQmp1HyDquJXib4pVtYjYjMvoBGs46sj5JRkyKjFHJieksW/DhKht/MgUxOIEi3pjeRoOS0TP/0phkSlAiijuDlhCkrc4lMbxUCQclsetP/fujz5TjzuR9N9fhpUoo3OpOSTHgAD298PFYXypRYFTILh6awIbrI3AYfJcl2mzRKEn5GTjRKsZiaSo9U4bSnf8CTX690nJdvenPWFueb4vLN6dH6HRXna3wpKM2aNQtnn302CgsLoSgKPvnkE935HTt24IorrkBhYSFycnJw5plnYs2aNZZlvvPOO7Xe+fr/ystjc1QkYoO7WqIuvWEJxGn8HSusvhJZZJ25ZQWdt3/awD1+NDlzGzUndjj1USopLcfrs35HKcfJOl7vnqqqeP/njVhVcoB7vlrnzM0307I/Q6qqeybsBKVQSMW7czZgg2GRgtnh2VyOcNWby746vnUD7vH35m3Eut2H8MoPvzsukxfTaeHGfbrfds+V28jcQtObQ8HLz8O+J4JSVVUVNm/ejFWrVmHvXjknUCsOHTqEnj174sUXXzSdU1UV5513HtatW4dPP/0UixYtQlFREYYOHYpDh6xX6tSvXx/bt2/X/ZeVdXT4yCSbI5U13EEo+Ztu+Isjld6YN5I16GjVmsMDCMwpkuUeVRolXbwg76979Bvz8PiXK/HXjxebzsVLIJ3+2078beoyDH9uFncc0Jve+GXoNEqqXqix66cpi7bigc+WYw+zqk9VVZOApcIsLAUEsyTPgVzmdl3QuxX3eLXBfBar0Pru3I368liTLie9Yw2U5qMk6h/VWZl+dvzmb9MswcGDB/H+++/jww8/xC+//IKKimisjVatWuGMM87Atddei759+zoue8SIERgxYgT33Jo1azBv3jwsW7YMXbt2BQC8/PLLaNasGT788ENcc801wnIVRUHz5s0dt4eIjbU7D2Dos7NwwQmt8MzFPW3T+/d1iS9LtuzHOS/+hCsGtMWD53SNqayQqiIQgxgqrVESfJEbfSaE46XkQHo0aRkda5Qc3mYt9AMvvpGVwOH6FqjA+t3R2Fzrdh9CB8Nq1ypOHCUrHxvjeipeTCOW5dtKTcdkzXWV1fx0/Mjc9uWJNFRO92ZzijEOlbl+Z0RXvfF1mqrqTPTx8yvuSqM0ceJEtG3bFm+88QZOO+00TJkyBcXFxVi1ahXmzp2LBx54ANXV1Rg2bJiUWcwJmkDGaoKCwSAyMjIwe/Zsy7wHDx5EUVERWrVqhVGjRmHRokW2dZWVlen+I5zz+qzwktzJC7dIpffzC+MWmWt6dtpqAMA7LjckZYcrqwE7FFLx5Ncr8fWyEnFZsj5KhqHwjR/XY/Pew5FBVPPviF2jJJkwAZQersIDny5D8eb9cSnfqDmJF/zI0vGp62B5dDUdL3ZaNUejZGxejcGPycmqN572R+ScbiyK5/8jKlNuSxTbJOGy5JJhgcHE5hbHzty13SJaROKjVzZmXGmU5syZgxkzZqB79+7c8/369cNVV12FV155BW+99RZmzpyJY445JqaGanTu3BlFRUUYP348XnvtNeTm5uLZZ59FSUkJtm/fbpnvnXfeQffu3VFWVobnn38eJ598MhYvXixs24QJE/DQQw950u6jGSvtBO8l87MKNp54FTASsNYMfLdyZ8QPYsMTI7lprO7Z5r2HUVA/CxlpAe7gevnbv0S+ttODCmpCqnAQlh2c/WR6e+iL5ZiycCvenbtR2H+xkChnbl7R8dLcsUErD3PMyzoNZESjpG+LWVCKnrOLo8Q7faDcHApBVc31igQlnnAmc78CkpKS7L244JU5Uun0ZbuvT8M2jpJadz56XQlKH3/8sVS6rKws3HjjjW6qEJKeno7Jkyfj6quvRqNGjRAMBjF06FChqU7jxBNPxIknnhj5ffLJJ+OEE07AP/7xD7zwwgvcPOPHj8ftt98e+V1WVobWrVt7cyFHER5vbl5niXV5v96ZW5xu90H7LSlELflp7W5c+s+f0atNA0y98WRumnW7DqFRbgYAID0QQDlCFholuZHUTxqlldv5DsnxQO6yEyNguxbIoGIHsw3K4UqzgMLb681Ujm7Vm35neltnbs51VUgG0BQF2nS7hYls3CGvH3k7AdxpfVoRAUXhC1kcodO6PB+95AZc+yhZsWfPHixevBjFxcU6QcMrevfujeLiYpSWlqKyshJNmzZF//790adPH+kyAoEA+vbta2kWzMzMRGZmphdNPsqx0Chxjvn4fXGNzIDh0VZtAOR3DhchEtom/boZALBo034A4sFVM6WkBTXTm1aubdVc/DSIxlu7pdvsNcHhAawm+vs/XY5erRuiu2HTWBlY536eRom/15u4bSHVmeZtyRazj5JxwUG4SrP204npTUqjxLlfV7z9izDUhlfYOXPHEpmbE8aJ25epiiMfpbVr12L06NG44YYbsG9f2C66Zs0afPzxx7j33nsxatQotG7dGs2aNcPQoUPxwAMPxKXRGvn5+WjatCnWrFmD+fPn49xzz5XOq6oqiouL0aJFizi2kABsBnLBZop1DXbAWFkS9nXbXnpEt1WIV5vaAtaDnozqX3TPjIdFAkxNxPQWsEwnbXrzkUopHrGGWOycbo2w92QpRyBwgt1kecnrc12WG/2bq1Hi+ShZtE1VVUcC5dKt5n7RNEUBG01sJU8KAN/0JvM8897zH1btwszVu/RlxXEk5G8d5KyM6MePvYZM0zBbt8lZ/YnEkaB06aWXYsCAARg5ciS6du2KevXq4dhjj8W1116LGTNmoGXLlti2bRvefPNNbNy4EQcOuFNRHzx4EMXFxSguLgYArF+/HsXFxdi0aROAsOnvhx9+iIQIGDZsGM477zycccYZkTLGjh2L8ePHR34/9NBD+Oabb7Bu3ToUFxfj6quvRnFxMa6//npXbSTksZaTjpLI3MzfZz73Iw5XVuOkCd/jwlfnRpyCZX0XRLADltVcHpR462VXvYnQJhFNUBKbU+TK85Gc5Dp+jixs6U5XvZ394mys23VQnNgGO4GUpw2SgZ2Y7XyUInu9GS7e6ORu1DA5RTO9pRnWtxuLquRongD3GiVZE3usj5lRONGvGoy9Pvu93px99ProFTfhyPS2e/dudOvWDe3bt8fOnTtx11134cYbb0TLli0jad566y3069cvJl+e+fPnY8iQIZHfmvnu8ssvxzvvvIPt27fj9ttvx44dO9CiRQuMHTsW9913n66MTZs2IcC8APv378e1116LkpIS5Ofno1evXpg1axb69evnup2EHLFOunWRQxXRwffH1btwfOsGMfcTm9tqwguKAp8IytIdl2yipnXJqN0qIdavYz85c8dfo8RqSpzn/++CLbjzzM6u6o7Xpek1SjzTGxtwkt+WkMEC5tREaaSiNihqMKAATJOMZfG2BwFicOZO0HBo3utN9MMddnu9hdS6Y3pzJCg9//zzuP7669G0aVO8+uqreP7557F8+XI89dRT6NSpk2eNGjx4sKXK+eabb8bNN99sWcYPP/yg+z1x4kRMnDjRi+YRDrGaXPkTaB15uxiMz/OmvdHgqAdrNyL1k4+SKLfZ9MZPp616S4uEB3BWjymdjx6JeAtKek2J87q27jcvv5ev276+yuoQpizcgpM7NkHrRjmOy7U1vdV2gLEtJsGI7ScX96SyJiwdpTEvHq8U4ao3nkZJwj9cdnVrrM+8sU/sAnQ691EK/xuo3eXCiFMTsp/ecSOOTG+jRo3CqlWrMHv2bFxzzTUoLi7G0KFDceqpp+Kmm27Czp3mAGYEYTks8JwAffzC8HAzcV7wStTXo6x2mbK34QHE51jTm2gAEw2axo9rkaZIy270UTI7rMr1nZ80SsYJyHvBSW9issNovo7F183uUrLSA3jjx3W4e8pSDH76B6kyjWaywxUc01uIncSj+VhYDU64zNg0bxGNUtC4AaGhbSJnbq6fj4emt5i1sFZlc465NL0ZL0f7rTo0vvk5LExMW5gEg0GMGzcOv/32G4LBIDp37oxQKISamvjtMk2kHlYDQ6rvFP/3b1ai6wNfY+1O934hEY1SjColo7OrCNb0pml+jOl5+fcdqsTni7c5alN6ZNUbX1CSxU8+SmxE5r2HKtHvsem4679LPCvfyWouwDxRpcXwHNlN9FnpQfy0djcAZwKinY+SzvQGvkbJ6GMTq+btsS9/AwDsZ/a8c1KMccsRQO45lQ44GatGycL0xl/NH4NGiTke+VuN1iMjHPp53Pdkr7eGDRvihRdewOzZszF06FCcfvrpePrpp3HkiHsVMHF04ON3Q4qXZvyO8qoQnvl2lWU6q+s8UB4eqGM1veknWHE6VqOkDfYmfxBO/o/mb7ask0fEmbt2HnT71egrjRLTlv8u2Iw9hyq5feMWp1dqfGxkfNBE2PVzdnrQ1YTGlnuIY3pjYxVFfZTEmruQadWb8zZt4UQINz6hTfIy8MzFx3PzuzVfebm61QpjdHy9oOlOyGOJ+ijpj2tCkcpJm6p4IihpdOnSBd988w3eeust/POf/0T79u29LJ5IUSx9lDz4skl1tAjBsTpzy26mqtcohScos0ZJsk6bdFocJS2ZMf3ug5UQcWxBPfyxb2tu+5IJO2FnZ3gfis55HCX9cxPLPGxvegs63xUeet+djXsO6+7nkcoa3XOgXbNZeNeb3tjTXoaPYNv269+GoqcgbhTPyTuWgJOmdkilEhPV+HDK5o27Lk1vxuvRfqmMRkmmaBVhDa0owGcy8VRQ0hg1ahSWLVuGO++8Mx7FEykGf8vEMIncbyqpWFxTRKMUs+mN/dtCUGIGNrFGSc4kanerouEB+Cl3H6wQLmdXlKgQ4KdnghWUctKDkb+9EuZkNYMiYukrO8EsMy3gsk3RTJv2HsbE6dFAv70e+Raza815bFpr4V0fmdtLjSNbkqIowvHLGPcIkPVRkmxHjNekCY9RDZZe0OTUaFtmOuPPJYqjxPooORGqt+47ghMemYYRz8+SzpMoXAlKWjwjK9LS0nDbbbcBALZu3eqmGqKOYJz/K6tD+L+PF+PT4q2eRIhNdTRhxejMPWPlTtwyaRHKyqt42Uyoqt1AGIatJuKjZLgT/C0OnN8XozM3r9wvl/L3aAwoSuTZ8dMzwQoKuZlRQUl2Sww7nK4W4pTgum47zUx2RtATe/kL30UFpfIqfb9FTG+G7tSb3vRt9UqQZrUgGoqDWVLmOU0PBvDPsX3QMCfdui3y1Vq2RRtXtKa9NvN37spImT7kfYwJTW+cvrTi2xXhTbp/33XIJmXicSUo9e3bF3/+85/xyy+/CNOUlpbijTfeQLdu3TBlyhTXDSQSy46y8pgck3kYv6A+mr8Z/12wBbdMKsZCzs7XPpoTE4pxwLnynV/xafE2PD9dvM0Oi6wTMHsqanoTp7E+Jq4noETV8qKVTACQJoiAqXDy+4FqZgbPYjRKhyrMvjdu0JtQneeXWaIuzGtTX1ij5ND0pjoTdLU2rDVoGq0DTnqpUdKX5UTPu++w/UdNejCAoV0K8MlN/L0SI+2I8ZJYZ2sgLHhV14Qw4auVgvrsK6wJqdheekTXPtOqt0j9zi6At0mxX3BlYP/tt9/w+OOP48wzz0R6ejr69OmDwsJCZGVlYd++fVixYgWWL1+OPn364O9//7vthrWEf+j/+HcAgF/uOR3N6md5UqZRNbuH2ZR1e2m5MbmvtAdeIXNFopUhJZw+sqvDakUSOxFo2ixjl8veA6tUaYGASSPESy9apcVqlPzkoyTq2oMV1WicF/vekE41SsbHJhYfP7v7rkBxVb6oz3gaLFVVsf9wJRYYPqJ0ghIMztweSdK8UmLdrNqIZr6yckkQNkYStj/Y8AdWgpxsdSdN+B4bnhgpDDgZMb2p0TIb5WboVhemGq4EpUaNGuHpp5/Go48+ii+//BI//vgjNmzYgCNHjqBJkya49NJLMXz4cHTr1s3r9hIJYvWOg94JSqbf1gNEvAP6JQOZCY8dcNwIBrKrgPQaJRX/9/Fik9mIl99pm4IBRTdoisoQrQLS+yj555lgJyG2WQe90iixgpJEeuP75Gb10rgPF6FRTobtiixFif3ZZBFFt951oIJzPPq3WbB33CQuqmqOJu31IjXNHG0lf5370k8Yc2KR6zrY/mZNb/sOixdPOHfmDv9r8lECO46F/73ghFbYtOcwstIDeHfuRmcV+YCYlmxkZWXh/PPPx/nnn+9Vewif4OnKM0FAMmHdSZoTq2tC+HJZCfq3a4QCh0Iir81LtuzH5r1HUB0KmfwweLAWKDfCoqwmgj2zs6wc/12wxZRG2sneoplpASWq9nehUVIUxaemN1Ygjf590CPTgc70JnHhJo2Sw75au/Mg/rck7Cc2ul8b27qc3gqrXeRFiwYy04KWac3hATw0vRl9lBwZ3+xJl9hscfHm/VhcuwekG9jHJhCIvoN7LFaZWvVhv3aN8Mv66Abe7KbEZh8lLU30WFpAwZMX9sDizfuPPkGJqLt4KayIlo+KSJb24O2fNuCxL39DfnY6Fj9whn0GG8558SepdNrVsqve2MlYVmiV1yhFT4r2sZI1ZVi1LRg0Czq8WyuK+6MgOgh7ufzbS+z2MHOD01Vv5m1lnPUVK8QfsFk4oECJedWb7jjn+yGk8jVNNQZNHs9HSVVVz01lXm9VqZneYl3lagXb3xHzNaw1SlbDTLohejnrTC8MD8BZ9Zaq+37GJTwAkfp4OS05fTWSJSjNWBXegqf0SOy29GrBtgdWsINIrBolS2du2Ke7e8pSUxtkHbw1gkrU9CZa8g1Y+ShFzXJ+Mr2xsO3yymRs9MWxw+yjJM+iTftw9ouzI7/tHGpnr93tStPBu38/rd3NFYhUVeX2pZUfXUhVMff3Pej96HTH0eOn3DggWgfMz6j3glKt6c3bYnWwfZPGfIjsOWRherMoz6gFqw6FIveONbED+lVvWqHa+RhioSaVFG02EW+8dJ4V7QUkIlnKAy8j5pY7WCrOi3Bb7UpQkjRFMKd4E5XGqpIDhmxufJQMGiVOujTjXlu1KIo5v9+IRywfthSZIo0aFCfteOunDbrfdholN6gqX3N03b8XcNs6ZdFW07MHmCNzs1lrQsAtkxZh76FK/OXDRbp8F/dpJWxbTkYQJ7RpaNl+r7UgMj5KsaI3vYX/VVVg/oa9/Aywfm6MglJNSIX2LWgcN9moTWrkWK0WjTRKRF0i1iG/JqRGdgk32vjtVOPJcub2UmVfXuXcDMMOIm40UrITLDsgVlkIdMavP65GyaI9YR8lLa+mUTKnEwmo4fAC4b/9q1Hi/y2iqiaEIzYmOr2vmfM2OcnTJC9D9zteS7S1+//kBd0jx6pqQkKT6k0fLDQdM0Xm1v0WX3SORfR0NrxDpFxDGq+ndulVbzHAdeaGivkb9gnzWD03RtNbdUhFTa30axKUOCtVtWOJ2r7Fa0hQIvjEOC+N+sdsdLn/G+w/XKn7cpKN1ZEMBIoNV7gRlFiM/hgyyDq3sqcqLQQy40DOK9HS9BZknbm19OYMwlVvMOf3G7IbEWsMe3YmujzwtWXMpVi1VHZ52O5+26BRkg1u6hTtcWa3fMkIBhxurMv8DaOQqqJeFl8gMgpDunNp9lOg5+EBauuMp8zACqABxkmpolo8LllpjNMMX001NRYaJUYLbHwnUlRO8kZQ+vHHH3HZZZfhpJNOikTh/ve//43Zs2fb5CRi5WBFNe6ZuhRzft9tn9gBsa56+217GQDgp7V7dANNTUiVML0lSVDy0vQmscpNQ7ta9rrdmN5ktRvsqSorQcnsJeyoPWmBgNlHSZCO34C6p1HasOcwVBVYsqVUmEbGh4zFdJts0ls952VHvNcohYWacKvYLV8yHG6HUmMQII2LF+pn8yNdWy0yS+cISvEOD5ChNShBpregpO+j1b0w+hHqNEqKAvZiotWZZxGvhc5EEbOgNHnyZAwfPhzZ2dlYtGgRKirC8S8OHDiAxx9/POYGEta88N0afPDzJvzpjZ89LdereSktqNdLyAyM1YKVWPGGfYm37T+CfRaOj0aMQ4IbjRLbN7E6c1sGnNSZ3sTpjBMEV6NkteotILvqTWx682McJRad+cfBx0W1Rfhso+bEFlN4AOtcViafIzFqQkVo9z8nIyooBQOKw4jdRtMbcy6kol4WX1Cy8osxnlMNAhgQj4CTmjN3ola9aaY3mw8wi1PGFXohVdU5c7NEfJSY8rQ+NG7TlCrELCg9+uijePXVV/HGG28gPT36oA4YMAALF5rtzIS3bNpzOC7lejUvpQf1KyJCqmofcDJZGiWmoQOe+B69HpnmuiwrFbeIWDVKsj4b7Bkr05txBna16q32b6tVb+La/RlHiUU2JIMRq/srex81TCZSmyzJmKu068g2CEpOPgj0/kzmTXFFfn1Wgo7Mx4DXaIJFfJ25w1fCXl/Yqd5qXLD46DE0NqxRigpKTetFfd0URjAza+eOUkFp1apVOPXUU03H69evj/3798daPGGDm+WW3ywvwZg3f8bOMvHWGLEMGOwAFgwEdAN5SLU3vSXNRylJprcIzGWzg76sbKE32VikY85Zmd7M5ZsLtWoaq1GySi8SBgIBmJzB/QarGHLSRiutqc6cJ3F7jO+TnZYmGQ61WpvqZaWhZ+sGAMJCk5s94LS/jb9FcaysLpc3cVu16LITrQNyOiGeQoP23AQU/YeqlYBuNWYYNUphH6WooHTn8M4YelwBXhvTW6dR0opUIuXItd9v73vMglKLFi2wdu1a0/HZs2ejffv2sRZP2OBGLXzdvxfgxzW78fAXK4RpYnlQWUEnzRBjQ0YIcqNN8QIvxy0npjetq3UxeWJ04rWegBjTm6WgpC/DaZPSgkpkgBXtKQeIB2gF0fyxbPQaT6z6vKK6BtNX7OAuubda1cgKpDJd7tSVLBlf9ex2F4+dF97a6lBFtaP7at4UV/++aKtsjVhdr0loVIFbTj8GQHjbDSODOjVDj1b58o22IBFxlFgBRwU/PlXkvMWDY+ym6lAoMk6nBRQ0zM3APy/vg+Fdm0dXvTFPbySOkuSz5zcNcsyC0nXXXYdbbrkFP//8MxRFwbZt2/D+++/j//7v/3DjjTd60UbCglgGvb0WPjixPKjVRkGJLTckEZnbRxolt21xo1ES7WUl6/ui89mQXPVmJScZz3FLtBxclciyYs0nh38t/DLCe72F//bSR0kU4NINej8Z/bknv1qFa/41H9f+a4EpX5Wkr4i7VW/W55Nh/YiaghTkZoZXpx2qqHH0QaBfCap/klRVdaVR4n1oXnZiEX74v8H4+4U9zOkBfHz9SbJNtiRRpjc2AKRVf9tph1lqQmpkbDSPm9H6jMKXrDbTbz6JMQtKd955J8477zwMGTIEBw8exKmnnoprrrkG1113HcaNG+dFGwkL2MfuT2/Mi0nI0D/U7sthtRRpPB8lm3clWRolnqOhW38pd87cshoh+/xW2XlbP9iVJyrTqpUZaYHIirYqC42SqAnx2uvNy60jrO7Zx/M3AwDmrttjyldj5czN/u3q+ePnWbvzIAb/fUbcYiWJmxMNDhlQws8FEPaPc/Kcm8MDMH0f4pveXr70BMv7LVoR17ZJLjefooT3obvzzGOl2y0irs7cjOlNo0YV77kHWI8Zxg/y6pAaGaeNwg+7UtVoepMVDv22Mbon4QEee+wx7N69G7/88gvmzZuHXbt24ZFHHvGiaMIG9hmd8/se/FZS5ros3UAUw3PK7h8WXiKuf1ltnbmTZGfhDYwHy6vx7pwN2LzXmdN8uQNn7k17D2P3wQrpVWtCZDVKkpuumgQlno+SRTMz0wJITwv3qSY8y+uT9AEnvfRZYDVKsQ7IVjvaW61Gs/ZRkhN4ZdrEctfkJdgQp8UfdrAapfSIOVYccJKHMTyA7n1RVVRygqf2b9fI2ao3mzZoyc/uUWjbXjuUOEYx1PqbXVBRE8NqYq5GSbTqLfLOItKh2hwgawHxmUIpdkHpyiuvxHfffYfs7Gz06dMH/fr1Q15enhdtIyQwL291X5Y3+iS9/4Wi6CcImS/IZH1N8D48n/hqJR74bDlGPP+jZV7jZVU4NL1d/c6vUpvVWiG/KW70byuBziSvOmxSZloA6bUaJe2ZEO0Wz0MBGI2Sd88EO7DzlunzJlwRVvuyWb2b1qve2PLt22BMIhIq7SKCe4nxWdaZ42vVOCHV2XOuewZUvZDPW9YPaFpJcZm88ABWaGKHcUsPNyTCR4k1X8eiqTcKQ+VVNRFh3xwegK+JA+TDA9Q509uePXswcuRItGrVCn/9619RXFzsQbMIWbyM8aHG+CWrURXSl2NcxZNKq95mrt4FIBzY0wlOX/TFW0p1/RT7qjc5X4SXZvwuTCdzDVYTS0ZaIDKhRJ4JTnJRPYE47fUWtNAo/bphLzrd+xVe/H6NVFmqhXBqtVmtpaCk+1vmHuh/i4pO5FvFtunhL1ZEhM9AQNHt7WcdnkJcpgp9H4ZXwXEEJdjFUdL/zrCL1F2bXrQ/oRPiGXyRdeaOCkpyff3m5X1Mx4x9eOGrc/Htih0AzMIPq1Gy+3gQkawQMSJiFpQ+++wzlJSU4IEHHsCCBQvQu3dvdOnSBY8//jg2bNjgQRMJK7xc6et0gBbB7h+mAiYVuR3J8lHivcSyg4sXxB6ZW86kJmvGMpvezOVYlZQRDEQmlB/X7MITX63kToxaGbxd2+MRmTtNp1HSl3vv1GUAgKe/XS1VlpVwaqWtsFz1JqkZjLbB+j7xyk0WAQURLSMAVDjw5TNuisv+DpuCzHkUxVog0e7RK5eegBb5Wfjn5X0t26CV5Faj9JfTOprKigdaX+h8lCTHlN5FDdGqYbbumNXlijfFjZpHHYcH8NkqV0+spA0aNMC1116LH374ARs3bsSVV16Jf//73+jYsaN9ZiImYln1Zhw3vfJRYoULo0o8FFJtv6SSteqNLyi5a4ub/mOzsA7xskU53U7DvjzDBGz4bVdHZlowsupt894jeHXm73hv3kZTOtEEzjpzeznHswP7pj2HXWswFUX/rBqLsQpmaOWjpH8Pndve/CAQiVoQUPQapQq3Zk7VqFFSudcdDlpqX/aI7i0wd/zp6F3U0DJd+yZhtxLjJrGy/PWMqBN4XOMoMT5hmilMdscDBeZAoE5CLCi8d9ahj5LfNEribZVdUFVVhfnz5+Pnn3/Ghg0bUFBQ4GXxBAcv37VY93fTYP0OVJi/uu2anLRVb5wR1e12Km76UuTsKz2R6wQluYnYCmO1ZhMP88WomM+zpjeNdbsOSbcrbDaJ1uUVrA/FqH/MxrAuBXhjrNncYF+O0Znb2Eaxj1KV5ao3ZyZws6ZPkC6Br5VY+NVr9BwJSiH9uFIT0punua+JYj05y3bJtNtOxZ5DlWjTOAeARz5KcVQpRVe9wbHpTQmYx2BHsahqMVoTrNIaqXM+SgAwY8YM/PnPf0ZBQQEuv/xy1KtXD59//jk2b97sRfGEBd76KDF/x1AOqw2Z8OVvuoJl5nztJSk9UoUb31+Ab5eXxNAaeXiDgZPI1SyuVisxVbEDlWwbZHeylxXijAKaMRe7/JfXdxlpgYjjLq+N0bbyy9f7KMVv4JxW62vhBitzp1mjxAi/kholN35iojxefQjFgnZPNWHJmeM8+7dq0ijxPihY820sHFNQDye2bxz57WUsrnjAapQ0ZD9AFZjffSsBxxQeoPaVD5vm1UiZAF84bJKXaTqWLKuCiJg1Sq1atcKePXswfPhwvPbaazj77LORlZXlRdsICTz4sOESi/qe1Sj9umEfWjfMifyuCcnHUXpu+mp8ubQEXy4twYYnRrpujyy8sSCR2i29j1J0ApHVKOk1dxbppDVKRtObuRw1MiADRm+TjLRAZCm4Bu9aRPvAKYw2QKYLKqprsHDjfvQuamjplOuVwKAoiuXHhcmZW6dRkhWU7Nthp/lzUpZXWJnegLAzdHVIdbQnonHVG/ssid5TBdYfk27HOS8+UBNhegsyAX+lTW+KYvKhsxKUjEKjViN7S6wic/PmMJ/JSbFrlO6//35s27YNn3zyCS666CISkhJMLEHLrAbyWDC+ZOyKMRnTm/a1vfNAhTcNkoQ3GLgRUni/nZbBapFkBzjZgJXSljzjBGy4KrZveBNHJsf0xqvbSqPkJI7SvVOXYfQb83D/p8ts03qFVUgGq4nQKlaYrGYwmkacX58ucbOPqCrtfmoO3c58lJjyodcoid5T1s/Na3752+kx5Y9vZG6mjtqKZD/6Aooz05vxXPSnOcAlLzyAl4F+40XMgtK1116Lhg2tHeCI+OHtqjdnvhEijLFR2ElfKo6SFgPEfRNc4WXEZlemN4GPkqxvgawmQnbCvPSfP+Ppb1YBAGav2Y23f9qgO8+2l9d1YdObeOVX5FjknOGEQ43Sxwu2AAAm/Wpt8re6fKfaJqOP0vQVO3Dmc7Pw2/Yy93GUJNsaTW9tIpUhUZYkhdEoATHErFL15ksrjZLVtcUyHTerF5tSwGmX//mUdlLpVMYMGWADTsr6KEEx9aeV5cL4jkdWvanR/tVawZO3eOOu30xvnhhu9u/fj2eeeQbXXHMN/vznP+PZZ59FaWmpF0UTtcxcvQsLNu4zHTd+yW/ZdwRTFm6xXH6sYbnqLZbwAIYX0vjlZ6e2Tl54AO/KcufMHf1b5mtZn9doJpObiO14cUZ4w+vL3vzZdC6kRtvM+yrMCAaQYRhheV+KWluNfcZ8DHvqo+RVSWFnbr0W75p/zcfKkgO46p1fTZOCSBA2tU8n8DrXKInuvVVJRl+yWBE9/9o7ptXnxPSmDw+gf0cWb97PzcOab+PB9YM6uM7r1Hz3t5FdMObEItt0RpO4Bi+4J68JxtWc4XKcaJRqV70h+mxqSXjXzN1js65plObPn48OHTpg4sSJ2Lt3L3bv3o2JEyeiQ4cOWLhwoRdtPOrZWVaOy9/6BRe8Msc0CBof0uvfW4Db/7MY787d6KiOUMi4yaTb1ponAfarUVXlA046GUhUVY35K0Q2aqwMsWuUnIUHkDW/SBcoVaeN6S09aJqAeUKfSKMUiNNeb1Y4MWWbo85Hz20vLbfcHsN6+w6V85c8wltvUZjXzsli01u4Hs13zUkEe6NJUkZDokCxHG9inY/vHtEZAzs2cZXXTZc/fG5X2zQqmDhKTMBJ3rv30bXhDX5ZYUVxaHpLMwRHYjVKxmP8/DxBySJDEohZULrttttwzjnnYMOGDZgyZQqmTp2K9evXY9SoUbj11ls9aCKx73BV5G+jTV/0ss1Zu1u6/A9+3oTjH/5W91UWm+ktJPxdE7LemDGaxlkDrvv3Apzx3CxHqnwj8YyUK4PIdCbTFUbByGoOcaPt4nVNSI2WxTufGTSb3njCgdVScnYFjVd4VZQCxbQSS3fe5AMYPb+jrAL9J3yHR75YYSrXqkwesqverMqSXbYdK1Fn7ujGuLIYHedlNM/x1igBQIOcdO7xwcc2tcznZrxRFAX1s6zXYLGx61jTG6+/tPdT52/IEWusng9TEEmdX6G5zlcv6637zQu1UCc1SnfddRfS0qI3Ly0tDXfeeSfmz58fa/EEgOz0YOTvnWUVeG76aqzecQCA2K/GyTt4z9SlKCuvxs0fLooci+UxNQpKlQYfJZmXIKQ6s+F/u2IH1u48iIWbzOZJWbx8Nd1M7CInXu346h0H8Nz01dztVIy1WTlDOm1adU0IDbLNkwEbR4k3kGakmU1vVs7cRvQapcQMnM59lNh7BuQz/WSlUfp6eQl2HajAm7PXm9vAJFy0aT9e/H6NdSRvm992x4HELXfXukSboN0HnOSHA+BhFQ3ai6dKJPCc3MGdpsltfRohNfpBEo6jVOvMzXmGeEKkrB+RhlCjBLPpDQDO7NYcHZtF94Plmt58plKKWVCqX78+Nm3aZDq+efNm1KtXL9biCQP3froMz01fgzMmzgJgJUw4H/j0pjf3D6pxAKuqVnXnDpTb75tWHQq5WhUS05dxkrUWoqXm2vEzJs7Cc9PXRBysWY4YtoLwykcJAMqrQ2iQk2E6LhVHyXA/uHGUAOw7VMkNOBmJo+Tplgbe3WejM3eTvGg/uV1Vygpr/12wBU9/uxqv/PC72PfIZHYVlGtlevPaR8nW9Fbro+RyCxNV9Y9GSVS6TLVummaXR0V0Oxe7LUx4w6UCYES35rpjVm4JxkeHF03fqKVif/GePZ/JSbELSpdccgmuvvpqfPTRR9i8eTO2bNmCSZMm4ZprrsHo0aO9aONRDzu5zF6zS3dO9HUR69gQy3NqfMhZDdPugxV4dpr9PlpuJ8aY5CT3WT0pS7TU3ChcLN6y35R3vSHitRdxlDTKq2p0mhJeObx+Tw/KBZx8+Ye16PXINHzwi/6Di9353cvlwlZFOQq3wfFRYs0IppIkL4F3756ZthqP/u83QXpDBqEzt7gBidIoRZ25a1e9OTC96TRKkFvkEPZRiqOTEsRjrVFAm3B+d9s0MtjlUVXjFiZheIIlr6yAouCpC3vgnJ6FkWPWe70ZNEqM6U3Uu2y1xlhrQPI2RhcRs6D09NNP4/zzz8fYsWPRtm1btGnTBldccQUuvPBCPPnkk1608ajHOlYLP4/M62flQxGL1GAcuNnB8Mc1cr5T1aGQ9JSl/9J2P+DHMmZKzlXSZbDXJFPW2p0Hdb+t4yg5a1x5VQ1yM4Om4/otTMz9nhZUpExvm/ceAQCTvw6rDUhUDKBYTG8hVdVpNM2mN7myRdfKM9OFyzW2SVSuuE63mtjbPyrGb9vLcNd/l2DGyp1Mm/iVGX2UjM7czeqZozRrWEXmFuFVZG4rRIKLsd5uhfmmNG6aZpdHVaMfFoEAs4UJRygVrXqrl5WOi/q0ihyz3MLEuOqttoVh05s2QBivIXrA6McI+M9HKebI3BkZGXj++ecxYcIE/P57WD3csWNH5OTk2GcmpLB6aLzcFFd3LhZJyUKjdIjjX8OjJqRi7a6D9gmh//qIZVD0dgm687KM/i5OytpeekT3u8rC98Ox6a0qhMw0s6C0ac9hbNsfrpcbR4njzO3kSzHACEpefmB6VZQC4+QNa0EpTmO/sdylW0sRCqkmvxJL05vLF2fKoq2YsmgrAOCj+ZsjEfRFdWldomkRdh3UB5X9dNzJOGnC99y87PtxoLxaatVbQFEszUae+CgJjgeDfE2L3THb+iRMb9HwAMymuJyXiCcgax897PPrZAuTqEaJOWbRXqOPE1AHBSUgHEfpzTffxG+//QZFUdClSxdcddVVyM83S9CEc9xMEm5eQJ5fjBuMDzkbv4PniMxj2dYyLNtaJpWWNcvEJDi6zukNInObzP03DoKWfmAuNEqZnC1BLnl9XuRvXr+nBZSYNg9ld37328AJ1MabMTgYG5dZs8hegfNLDWfISg+gvFZD8/x3a3DbsE7SJXjtoyRCm4RXloQXoxg1zJZCDdMv46csRefmZh9YzXk5EmIEfG2npwiK570z5qwKnI88Eqa3WhmSvXZe7C6TNoj5yZ6x2hJIvCmunOmNr1ESVpcU4hJH6dlnn6U4Sh5i9RUuehTdbG3ikeXNlJfVblgJSm0a5UQmxu8ZNb4d7IdlvDRsAHDRq3Miqw1jLYufhy8cyZidjKtEysqrdL93lpXjktfm4osl2xzf24rqGlvTDFdQCgbQKNfsBC5LIBAnjZJFfzp9b/TmUv3EY5ygZYU9p0KhlrxnqwaRY89/t4aTLnE+SnZXIBoHnETH5zsnK0gP6oVVy8jcHjxXomfGKCglSqMUUtXIx2NaQIlIPDyNkvEZVQQ/rD54zBqlqDO3lWleg6dRqnM+ShRHKf642bfLlUZJ0i9mzY4DmPv7Hos26TNX6Exv4lUuKqJf5E4mC1ajFMvHo51A8uuGffjzv+RCXrh5zXUaPYfbyRidnacs3IqS0vLI74e+WIGf1+/FuA8WOZ4clm0ts7zfAH8JdkYwgIY56SY/JXmU+MRRsjynP1sTUvHN8hLsPFBuSqtA0QmoIVVv7jJHS5dsn8NL1dLbOvlanPM6jpLb++XkQ4crKAX0fnHx3OstWgf/uNFczWuHG02prY8Son0TVKy3MDHedlagYQVAq3fYJCgx7VANx3j18IT0RO5LKAPFUUoBrJ6ZeJkkrModNnEWRr8xD+t3H+Ket1r1ZuWjpDI+Hk6+KPSbs0pnM9cvkWa37Ea9tf039Lhm+GPf1lJZxD5K9mhdrKnI9xyqxKlPzYic38W02+kg9MBny7HnUKVlGr5GKbziqFl9sYOudZlMeIAkDZwf/LIJ1/17AYY9O4t73uSjxPSDsc3SztwO26iVaxUvCEhseAC3OImOz1/FBWQYBRTLOEqxP1eiFmem22uUeNuK2NZn56OkRsdE9tqrJFa9Kbpz0b8tNUoC851q8QHL/mRNb5o20GcKJYqjlApYCg1eapTYvyUmpnUiZ2uLL+kDNoKSpoZ1shyc/aqPzfRmX6esv4NWUssG2dL3QmRuk9pIuPZrsSETJZhdbVgluSVKY5emMl6/a4Nr8/ruNg9lV715GUfJicz1/W87AAClR6pM5+x8lEyvrbRGyZ3pze7Zt3qOEm16e4KzVB4AFAczksj0lmHcpDVpGiVjIEZv2mFXDhuMMy0QsFz1Znxm2N9sv1n5KBkF0chKVYifZUUghEXGf59JShRHKQVws9Q71pdS5jkVDRBWee1WvQU4XyN2eBVjR+qahWf4wmF4sJEUroQ+Svp0izbtxxqDr5Q2BjbkBIYEDIKSxXU2ys3AGV0KpNrLwnsWtK9DXgwmGQJK8p257Wo1CrR6QcmoUZKs0+Glas+KnfkssaY36/PdWubz22F4kBrnZuDuEZ25abfuP2I6FlAU06RuJUDG10dJr9nySl6T0Si9N28jgNq93mrbV3YkPPbWY7ZAEW0/YqwnneNwrSFe9WahUWJ+s+3RBHa/md5iXvX29NNPQ1EUjB07FtXV4RuRnp6OG264AU888UTMDSSsJ3DhOTcvpc6MEP1RXRNCjaoiMy2of/gFlVg95IcrxT5Kp3Zqim+WlwBw9kXBapRieb+8fDdZlb7sAGl0DNbgCQnDJs6KLMVm04j2nWKjo9uFm3AzaYqcuQH3X/QKU66n98ajwhRYhwcwOthL+yg5NAdp6e3MVpZxlOK9MsyASHgxPnvVIdVRyA9FMWs/4h1HSV6j5FF9NudnrdmF+Rv3AQCCClBdm2FHWdjPrmWD7MiqQy9Mb6Iy9OEBxK1u2SA7Wk9aAKjwNsCsF8SsUdLiKO3btw/FxcVYtGgR9u7di4kTJyIz051vAqHHy+CB8nVG/x42cRb6PjodFdU1uO7fC6InXGiURJx/QkvcO/I4xkdJf/656eJo3qyvQiw+B1J5HQo9iiI/QOojDzsT/jTBUjSgGfffE8Gau5zAj8ytCM/JtSW687m3Ma4ctMHqnKJY3ifjYC8fcFK2dZGCI+2RSshB9vmQxuYaRH5Dxkuorgk50o6HV70lWKMkKD5LwkfJXX3WBS3bWhr5m42aXVIrKBUygolIG1T7K/KXlenN1BzOqjdTHqbslg2j7UmLLOYRVpcUYhKUqqqqMGTIEKxevRo5OTno3r07evToQcEmPcZqg0Dxg+gcno+SqqpYv/sQysqrsW7XIXy7YodtHW6e8ctPaovczLTIl63xq/+56eblzhrGPaDc4q1GKUx4CwW5PKLYSTIaEG1SFq1OqZQ0vbHCiRO4PkoBTaPkvDwtX6I3xXWKMfaVzhRnkD3kNUrO0NLb+WNb1W+3lUiBQ4d8O6FQqFEyHK8KqY6en2BAMTmmx19ZJmd6806nZA0beiHIRObWtPmFDaI+g8a+0Ye3iB535Mxd+6+K6HNgZXprkW8W3OrUprjp6elYtmxZ/AN6HeVY7wQvcpZzfk94DsSstsbo8Cmqw41pQxs4IxolJ87cLuqrqK7B5r2HdceknLkly2c1SrIaGt3YIBCaRNTUyGuUrCYxBe78VURbmADuHezDASe9N705kUSc+CipqmoSnNxU6zyOUjh9LOEBKi0iuQPWGgUePP8hFvG2H/rjNSHV0fMTjuYuVxfg7qPOiLTpLUE+SmwIliDjo6RRUC8qKFk6czPHLZ25BaveDlVUS33Is4JbbmbYG8hvH0Yxm97Gjh2LN99804u2EAKswwPwj8eqUdLK1W0PIoiXYSrHxTOuvVza5Oo2PIDsC3b+y3NwylMz8OuGvZFj3s7FtV9ScCJcCTRKEi2LBJgTOF2yy5CtuogN8ugEnnymCW1uBaW0YPKdua1QoNcahVT9M2R8hmW/kh3HUar91y5Yo9WHgJ0g5CQW1sqSMox8YbZlGlFTjddQ41CjpCjmLUviHkdJcFwmjpIb7Mo5pNMoBUz914TZT09gNTPVY+XMbWzPjtr4bbd+VMyUq0/DvgrZ6UF8fesp+HzcQOTVCkp+W/UWszN3ZWUl/vnPf2LatGno06cPcnNzdeefffbZWKs46nG16k3inTROwDwHYlYTITsAxTKpBV1oEETxh6xYvi28PcrkBVvQt20jUzleoSgOQgoItBGiMWPu73vw6szf8ci53SKTsFCjVC0XHsCJqdCYz0h6MDbTW0CJ7vyerL3eLJuumDfFdRrWgYdsrie+WomqmlDMASeHHleAHq3ysWRLqSCFOTaRFV8u2W6bxpmWyKlGyThOidN74dgv1CgZfZRirsm6Pg02BAtPvulWmI/R/VqjQU6GaWwKCFZtWgnKxpAO25hAt3MEgWpZQSgYUNC5ef1w/ZEPI2F1SSFmQWnZsmU44YQTAACrV+sdbskk5w1W0rWXGiUW7R0xPtC6OgSVuHnGTaY3Rxol93U79W8SmxuNBxw2BIisVDFmF7Vr9Bvhvdaue28BOhXkARDHw5H1UQoo7lZA8arV7qXbcSAYQFw0SvFc9cZifIalq7VJuLOsHCu2l+HVmb8DAE5sHxb0LT76LYt99bIT8PqP6yzzGmMTWcELBGlEVvi5+fRjHAnaAUUxOYrHPY6SYLQ1ChfxaEabRjnYZHAhYDVKPC1jTmYQE87vAQDYZwgky94XVgvtxEeJhzFFjc6lI1p2VnpYID9cKbcnaKKIWVCaMWOGF+0gLLAaNz31UWKmZ01DYRU5VlSDq7D8tYW58VFyY3rj5Y2HG0zYOdp5yfpQAdb5f9tehg5Nw5pcUYRlWR8lKO62fLAy+7hd9RZU4uSj5AAnPkqAqmun7rkMWW0RqsdOzuj3+He635p/kVvTW0DinjsZT2Q+cmSLu23oMXj/Z3NAY41rBrbDP2evj/zmXUuywgOYXRW8acjGPVHB6O8X9sAbP67D9N+ie2OyglJaQDHdu9wMJo6SRV+xASodhQdQzO+rsY/Y8Z39AC+oDU67U3YHhAThj7j1hCVWk38sE4jVi8vzUeIU4FmbjIISz5/j9o+KuYO9G9Obhi60gIwzt+RYp5UV9lFyIbSqzgQ47atS9OVvFcCSRYH9Vhg8rCZat74ZgUB00ktWeAA7dKa3kOFjgxWaVFX62XQcmbv2X9s4SoLjMiEsnLRIpFF6YXSvyN+ym98qimK5sXL7pnm634GAWfOdLB8lALjy5LbRdHFoRlpQQcdm+h0w2O7nXXt2BmNGNZxmhSr2Plr5KBmrkHl8QzqNkllQYvep9AOuNUpHjhzBd999h1GjRgEAxo8fj4qKqBQYDAbxyCOPICvL3fYFRBRr05uXJglzuVYRnd0EnBShvdDROBrmMqYs2oqrT2mHroX5uuP6/lFRVRPC5AVbMKBDE7RpbB2qoiYGIcuKSFmKuwHS6PvCI6BEB0XNv0Rmzy6r+8Pz8ZDBat5zO0EElfjEUXIC2/TvftsRcTYFwpOKcZUb69zNPpc1IfkIX06vVKvG1kdJZKZ3GRJCBG+8uvn0Y3BOz8LIbyfm3QKLLXDysvRTGOvXxh4T4U0cJXP5f78wbNr6Y982ePunDbFXIqCs3NpEpapmQS6HEZSMTddplJiHWVEUPHh2Fzz4+QpTHTKrZI1zBTvuskJz89owFLxNqJOJa0HpX//6F7744ouIoPTiiy+ia9euyM4Ox0RYuXIlCgsLcdttt3nT0qMYN5G53Yx7er+Y8C8rs5bQR8mNRqn236jpjZ9u3rq9ZkHJIOy8/dN6PP7lSgDQRa/m4TSqt2y/RuUkBYoLHYbe9MZP07x+ls5xEhCvehOVbcTtbutWphm3Jge9RslVEVzcTo5Xv2ve5NvodM+KQzUGYVf2A8LxtWrhAQQTVk0ovLWKVf1emYUA/QSrYV6yb853XIv6+jbVprGK4WT0yQsoislXK9Gusk+c3x0X9Wltqjse7chJD9qWy57PCAZ0ZjRjVpGPEgBccXI7DOncDIP+/oMwj0wbAPHHv181Sq5Nb++//z6uuuoq3bEPPvgAM2bMwIwZM/D3v/8d//nPf2JuIGFnenMvKZm+cXVfx+F/2UHPWJPYR8m+biMypjeAH+8lFNJPVvPW7TWlEaH3UZIxvcmNdmwcJXcaJfZvfrs6NTdvOp3OsZsZv86srpIXh0YGqzyufZQCUcdcL/d+chK93Sql0RdDNZjX2DZXO9EouTS9GftZVVV8vngbOt/3Fb5ZXmJ7LV7BmwSNghjvPXrnyr6631o3NKsn1igZxwOFoxG1jqMU+3Nl1KjkZrI+QGzbvJeU+rVrZHleharr+ZxM4/5z4r7ijcH1ssxbJLl5v0Xj+zEFebikT2uM7FHIPZ8sXAtKq1evRqdOnSK/s7KyEGAG6X79+mHFCrOajnBOcjbFDZdr5cMj+oJ1N/iEy7Jb9ca73hpDG51MNDLL8N2gi6MUo2O9qDt5fcTTKK0qiW6g26xepo2PkiLtP8ISDx8l1pnbb8uFgfC9/d/S6FL4kKp/8nXvTkisyYpVCNSyGydsVQX+8uEiVNWo+q2HOHg5iVdz1MF2GqU/9m0tNLFZxXgafGxT3e+wj52+cCv/Gi+4YXAHFOaLol0rnL+8oVm9TO59Yw8ZH62cdIOgZJF3SOdm6NgsDxf2bhU5xjOZyjw7xhQiP7aOzerhyQt74OqB7WzLTCSuBaXS0lKkpUUl5127dqFt27aR36FQSOezRLjHapKwctB0Cs8Rld3E1tgOLzVKGtpSUSc+KVYr11RVxc4ysRrXcXgAwXFzvbXpJRxlueVJaJR4ghJvdQqbvVFuhnVkbtc+ShaCkstRJmx6C/8dL1+8WNh3uEpfbuT/zPWoEAvwxtvotH3a/TTeA1NkcEsB2ZrGFg7VRrgaJZOgZNQwWZd578jjTMeGdSnQ+YxFy9b/tlqx5cWz0CQvEz/dfRr3HHtdXjuVa9dlvAbzirNovVkZRo2SPu0BxucpKz2Iabediqcv6hk55vZdNtbjxwCyVrgWlFq1aoVly5YJzy9ZsgStWrUSnifksYroG784SuGCz395DntUX4dQauA3ShTjh0X7GhS9SLy+MPmCMOee/HoV+j3+HT4t3sotr8YwmXmNAneSksyqN95XGe/r2bgq0NpHyZ0q3XoOcKtRig7yydr7yUnLQ6rFc6uK76Mxj9NJRNPgGCdiYylW5drN4fnZ6bjgBLnxnPdcWgU25J03whs7gorCie1m9rFLt9BINcgxm5LcwLZfEWiRvLa8iTRlxg9HNpXRNG/sq4rqGt1v431xs71RbUnCNqYCrgWls846C/fffz/Ky81f60eOHMFDDz2EkSOtHWkJOeIVmduInRZD9stX9A7kZNhH902zMb3xjurSGgQBLSjffZ/whfqakFwgRg3H4QEUd2ZQGR8lnvCQxvnkM2k2LOqVianDw2oAjclHKQ5xlJwU5SStUUjXlWMRHsDtnnAa2vNvVJw4Kdc2jhKA/jb+MMb2WJVvfCbsHpEgRysUCPAFLBnT23WntkevNg3w9wt7ms7Fit6BO36mtzRB5Hvjh5FOq2XzMto9B15pxVJMTnK/6u2ee+7Bf/7zHxx77LEYN24cOnXqBEVRsHLlSrz44ouorq7GPffc42Vbj1osTW8SPkqqqmLp1lK0a5Krc8azmsB5xRqPidolmi7yMtMslrNqg721T4px8D9QXoXizft1pfCyiuo1+jfZ42ygCPsoOcoCQM53yo1GKaRaX6eiwNWIHr84SuG/PVXVx2mQtvKPM66IY1mwYR9OKGoYiUrs9FI1japxEjSVY6NJtMTBc8Fb9Rar6Y2nURJpoYxl87bfOKNrAcafZTbneY3AXckTtD4x3meryOjGrjB2oV0TXW9wneKmN9eCUkFBAebMmYMbbrgBd999N/MFrWDYsGF4+eWXUVBQ4FlDj2YsTW/Wm34DAL77bSeu+dd8tGmUg1l3DokcN+31xpbLE5RMe8PJ+VxoGO3j+rLC/2rOgkKNkuHwOS/+hPW7DwnP2xGKYfsTK9iyXPkoCX9E4TtzmycFfbBJ68CHClxG5rbI4lajlBan8ABWxDJ+hwNOCsqFuN//9M+fcUaXArw+tk8krbN6BaY3owbYyjdNoh7Z54KvUbIuy07rynMiFrXH+K3Adwb3Wr/DL1mnXfK4TpHvlXklb7TeoEHjbGyT3T12a3oz5koxOSm2LUzatWuHr7/+Gnv37sXatWsBAB07dkSjRnIqWkLPyz+sxew1u/HWFX0jX5eATXgAweDHPu9f1q7MMe4JZAXX9GYQymR9LjSy0+1Nb8GgtY+S8SgrJGn5nKwiqpHQ3LghUqyiuBIUvHLm/mZ5ib5c2EyY7lyqrOMoudUoxSngZDx80QDt2RPUqVpPDt+u2KFL6wTtGTYKE1abXhtxs3JJBNdHyRQeQH/e7h3hTdC8PKqqmn2UeGa7+MlJOnT+Sh7XGd1LUX+82rD5JXveNsaUTRu96rejxkeJpVGjRujXrx/69etHQlIMPPX1Ksz5fQ+mLtI7HlvteybzvMl+BbACxvyN5lhE0gOvCx8lLYutj5LNLGI8Wy/L+lvAuelNDn14ABf5JZy5+YKSvrLr/r1AX5bNhO024GQ8Jp5gwH4LE1VV8fWyEpPA7ATWNBPLZKbCSssqv9eb0+dQ+4Axx1Eyt0GEbdBCyEfvdrfqzbpwXtgL0XNqNEE6Mdt5gSjIpNc1ipy5rfbnNPowOpSTXPebMV+qmd5orzcfUl6lX3ngykeJeS5lojUD+gl52dYy3fYl4bqM6cWTAo8sGY1SbcONdYvaYD6vT8AuH+YN4E73iRONE8Z6ExEegOcLwnPmNpneLOoNKO6EhXjspxUMKLY+azNX78L17y3AkKd/kC7X2J2Z6d4Mg1Z9ayegGtM6QXuujQKCE2duO7OQ4uC54MVRinX1FC89rz0KR4PLjTXkqHZnNBPEg+K1460r+riuh/euA0A5s3JNb3gzL+83tileAuRRbXoj4oP5oXKjUWLt0u4efjtBSTTyiporZXqrbavIIdHuS8R4mtVilR2pQkNDPBhtkvnnj+t0wQNFyPZkxPLmMjyAjADH6yKeUKwXuuzj6bh5WuIhKMmY3hZt2u+4XGNJbMtj8lGy6FsnX9BOm6C9K2bTmzwyt0/Wx8bNFiaunLkF7ZHaeywO8sAbY/tg455DOKFNQ+55XrNEwo4MWtgD0wes4cNIZ3ozhlMwlOmlVt0K0ih5wKxZs3D22WejsLAQiqLgk08+0Z3fsWMHrrjiChQWFiInJwdnnnkm1qxZY1vu5MmT0aVLF2RmZqJLly6YOnVqnK4gNoxfhm42xdVplCRfRmNRRhUuz/m7sjqEV374Hcu3lTJt4pdvaXqrzaNN9LyvUiA8Mf7zx3VCB3ej0yz7997Dlab0Wt8++r/fhG1zQ8waJVN55uvlTUi8FT46oQsq/rtgi7Be3qaiMlgtO3Y7KRnDA/D6QLbspVtK8drM3/X+G7V4NWRbmddUVX5ycDqJaCEuTKvemEtVFGsh0E62cGJC5n3k2Jna7IQwJ4K4zPMbD8F+WJcCXHNKe+F53jXKtCMvMw1XDGhrOp4uIRCqhnpNztyJ8tUy1HNUCUpVVVUYMmQIVq9e7VV7AACHDh1Cz5498eKLL5rOqaqK8847D+vWrcOnn36KRYsWoaioCEOHDsWhQ2I/hblz5+KSSy7BmDFjsHjxYowZMwYXX3wxfv75Z0/b7gXGZ9fa9GZfhugLKxQCDleKd582TirGdoRUFW//tB5Pfr0SI1+YHW2TYLLItvRRqjUf1L5RlQLT29x1e/Do/37DJ4IAkpXVIV39FcxeUPsOmQWlyuqQydRpxaEK6926o8Tmo3TE0Cbefa7hCJM8jRI7KG3eewS7D4oj5jsxsejyOc9iizGmE68PZLUcZ784GxO+Won3f94kNJMCsU0cVholGdObJvy7Nr1ZOHPb+p7YpOjTtqG0AM37iLHLajfny7oPAPwVcr6Aayq0z7b4gTPw4DldTce1PrEqw/gsmZ253WshnWAWlOJUUZyISVBKT0/HsmXLPLdrjhgxAo8++ijOP/9807k1a9Zg3rx5eOWVV9C3b18ce+yxePnll3Hw4EF8+OGHwjKfe+45DBs2DOPHj0fnzp0xfvx4nH766Xjuuec8bbsnmJb5xqpR4t+fXzbsRZf7vxGWbfwy5E0wy7eVmfKJTW9iS682yGtt5X35s6zdeZB7/Pr3FqKqOtqArfuPRP7ewxGU1u0+hK4PiPvAyKHKGsxbt8c2nV6j5Pz9+N8SvRmQu8cd55hdwEk7FEVx1d74OXNHf/P6wGm9v23nPa/O/NREqKpqGVvMruhDtR8tTpug1WkOOBn923aMFpzuU9QQT13QAxf2bu3Y7Kwr3i6gpU3hRk2IKE941Zt1WTL1xQO+T5V9PtGHLi8UiBHVUIf7yNqx4XVohEQTs+lt7NixePPNN71oixTa/nFZWVGHuWAwiIyMDMyePVuUDXPnzsUZZ5yhOzZ8+HDMmTNHkCNcV1lZme6/RPD6rN/x1uz1kd9WpjeZgZ39Gps4TV77Z/JRMtYN/Uu4YlsZ7vrvEmwvPQIe2Rn8x23IsU1xTLM8AFHzgcj0pvHyD79jBUdIA8ICII+Kar7w5XSp6rMSfRgVlLwZIHgt3FFm1gzZBZy0Q4E7ocfS9OZ2CxND5GXebXK1otDwO6QCizfvx/gpS7CXI0xLlyswD2p12Pl/VNY+n079RLTn19jPbDkypjUe7Zvm4uK+rREMyK964z1vthotu1VvDh5KmU2dkzFx82qMpR0ypjfAoaCUYpqeRBGzM3dlZSX++c9/Ytq0aejTpw9yc3N155999tlYq9DRuXNnFBUVYfz48XjttdeQm5uLZ599FiUlJdi+XeyMW1JSYgqAWVBQgJKSEkEOYMKECXjooYc8a7ssm/cewcNfrMClJ7ZBZlrQUk0p1CixdmnmTXn+O3tfLg2Tj5JJo6TqXvOzXvjRsrzMNL7p7e0r+0X+1gbEKolImnb1GUmUoyKgN3t4EbdHVtixCzhpB+tA7QQrXwu3smJAsdcoORVEWRPY1BsH4A8vz4EKFee+9JO7RjLYbTVkdxu08459lGrTG2vQaZSgwGoWFN0/dhyR9evhNV9mi5RoWvMzy131xitHMrxFDD7UruGuvnPxbjTKzcDeQ5U4o2tz27ThMZr1UbKuMG4jZGorlGIXlJYtW4YTTjgBAEy+SvFYapieno7Jkyfj6quvRqNGjRAMBjF06FCMGDHCNq/JHquqlm0cP348br/99sjvsrIytG7d2n3jHaLJCrHu9cZTW8tgNH+ZwwM4c4q02sVbQ2urnUbJDcnwH/TqFZBte8waJcXdexvvOEqAwEfJYb2sMOF11O+akPuAk+F2qK7aY7WwQcPW8iY47zQOkCjyu61GS9FP5iHD+y8bHkCU1pTXJxolN07l028fhJUlZTipfWPbtMZb4XYuiJUUl5NiF5RmzJjhRTsc0bt3bxQXF6O0tBSVlZVo2rQp+vfvjz59xDEpmjdvbtIe7dy503KblczMTGRmZnrWbiss/ZBcmN7YB9OJIySLUaNkaoYKR2+AKEAaiyZLWe1X5JZ4rrQwdY3HVcVUniMfJR/FUTJoB/gmHecaJY1I2R7dq+qQ1ao31b6i2tNOn9NqkRO4Ayd1KUFJoqvDe9rJl887H74v9oKSTFkiysqrpMvzCrc+SkYa5WZgQIcmDiqO/ulyKjjq8US83L9/P5555hlcc801+POf/4yJEyeitLTUi6Ityc/PR9OmTbFmzRrMnz8f5557rjDtSSedhGnTpumOffvttxgwYEC8mykFz09GG3RdrXozfKG5wbj83GR6g+poohIFYmOJ5xdPIldaaFUpUDwRmmQnz1YNclznBcLtdfO1bbmFiePSwhj9YvYdrsR3v+3Q+c7FIp/ZxWhySmV1SKxRArBlH993T0N7Pq2a48R8zD7v5VXWpmyxoKsI/uYj2hjY1pmb+Zs3Xsn6KAUUOaG9Q9M8qfK8hB8eIL51ju7bxhBwMknO3H5diShJzLPS/Pnz0aFDB0ycOBF79+7F7t278eyzz6JDhw5YuHChqzIPHjyI4uJiFBcXAwDWr1+P4uJibNq0CQDw8ccf44cffoiECBg2bBjOO+88nbP22LFjMX78+MjvW265Bd9++y2efPJJrFy5Ek8++SSmT5+OW2+91fW1e4mVBsV6CxP7gdOJIySLnTN3KORsospKC2DhfcMs07htqwxeTYhyJojatF6Z3iTSDOjQGPk56abjTgREFXKrhowkwvR2yWvzcPW78/HKD7+7rpftikiMplgayVBVExI+YyFVxS2Tim3apmmG3C3eMMYp88I3Tq/psU8vCpFg78wd/fv41g0A6Dez5fsomY9lpAUs2zm6X2vMG386GhkCzyYC/lgQ+4vTqmE29/g/RvfCwGP0mie78TVefpypLSZ5ICjddtttOOecc7BhwwZMmTIFU6dOxfr16zFq1CjXQsj8+fPRq1cv9OrVCwBw++23o1evXrj//vsBANu3b8eYMWPQuXNn3HzzzRgzZowpNMCmTZt0zt0DBgzApEmT8Pbbb6NHjx5455138NFHH6F///7uLtxjuBqlyBdmbIKSW2nebHozapScvQCKotgOUHFdvuq5OcxiQmPiKHlRrcx9btPIrE0CgHumLrXMd+7xhbrffjG9BQzhAbRQD2wMLafaL9aMrSkvRfex9EgVfli1S7rscAwvPjLzj9Y0K8H2lKfErg75ORm4b1QXU3kizu5ZGNlCQzRG6PRJEvc4pKqCMA7Wednzz11yPMaeVITPxw2MHJMNmpuZFuTGUZp8w0m4YkBb/G1kFzTPt9dsJwovXptL+rTGn09pZzretnFubR0+cOZOcWL2UZo/fz7eeOMNpKVFi0pLS8Odd95p6TNkxeDBgy0noZtvvhk333yzZRk//PCD6diFF16ICy+80FWb4g1PaxR17rSakPmwL6CVj5MVJodq409DeHw7ZJLK+DG55YNfNuGiPq28W7Jv1a1ea5QkbiH7Be6ER8/rhk+Lt0Xq8SKOkhfXbfRRiuDA98YI+y7ZOXO//dN6R2VXVIeQKbgHMoKuKvG+s3HBjGzacwjjTjsGT329EhXVIRwstw6Oes9ZndEiP6yNEBreHDpzAy59lJi/m9XPwsPndtOdl/2AykwLcN/v3kWN0LvIfxu2e/GBkRYM4G8ju+CLJduxvbQ8clwrWmd6S5IJLMUtb7FrlOrXrx8xibFs3rwZ9erVi7X4owZelGXtiFXsRRkZyK3JybhEn+/LLf8GyHwU8r4cR/drjZuGdOCmL3TwdVi8eT+mrdghnd4OCTnJs9U1MipxmVWFPMzbS7gow2IPKbeDpEzsHsfhAZi/7eZeO78eI1U1sWmUohpkR9VGiAg9tdd1/6fLLNPLTJrs8yvnzM33UbKty+a87Kq3rPRg0oIq8qiXFVUgyIY4cIvRKqH1uUzwYQ0vLG9N8sxWg6M+4OQll1yCq6++Gh999BE2b96MLVu2YNKkSbjmmmswevRoL9p4VMDTKGl7NVn7LPDPsQ+mWydmo0bJZHpTnU2CWptm/N9gYRqeRimgKMIYTE6vbVXJAWcZLJC5L3b98/KlJ0jWZZ/GrUbJuATfSvh4fUxv2zIAfRluNXjavnPG7GxXOC1Zv12JdW6nHxiVNSHhM+FEUHL7YXNOrQlVuxc/r+cHXtVgr15GMy276s1NYFC7omV9FzPTAq4/GOJBg5wMvHrZCXjz8j7cdnmp4ZGJPZUIZ+5PbjrZdCzVNUoxm96efvppKIqCsWPHoro6rOpNT0/HDTfcgCeeeCLmBh4tWK16c7MpLuvI6VqjZBNHCbCOQ2VES9quSS56FzXEgo37TGl4AROtfKGcOqx6YYNXFODj+ZtReiS6xJgXY8qONo1ycGxzOa2rzD3kbYgrg/EWWt3R41rUR/92jUyTsMn05qolerSBPqAopg+JktJyjJ+yBDMc+BABfGduEU4jtldWh4SCu5TpLbLK1flT2rNVfmQilu57iYRufJR4mzXHvoWJOMG9I4+LbGqdmRbApSe2wccLNmNYF3Hol0RyZrcWwnNW190iPwtPXNBDuh6jkK51GVuF3T54XiwAaNUwB3/s2xqTft0cc1l+IWZBKSMjA88//zwmTJiA33//HaqqomPHjsjJ4TuWEnx4q95knDtFAazZd8btSgajoBSzRonVMgjS8L4cVVX8JeRUo+SFallVgTv+u0R4fmdZOSpqzTaKoggrVRQH0Y4l0niiUbJZ9RYQmMO8MN8Z0eS+gAKwWwSrqorr3luAxZv3Oy5T76NknVZWUMoIBlBZE6o1vYk+XGTaVpvWxTPKChKyzxSrdRZqpiXeWRZV5Y9Jdn1t12beuKBlueaU9hFBKSMtgPpZ6fj+r4MlWutfTu7YGO9fc6KjPBf0boXXZ62L/NbGTJ0zd4ICKTn5+EoFYhaUNHJyctC9e3evijvq4Dlca4OXlZTvZAB2itH0ZiwmpDpc9cb+LcjID47p3PQYT6xqXLvzIIY+OzPy26p/FJvzLPHUKLFzkJ3pLaDw/Q3iEUdJy6kYAhCqgCshKZK5FrvJWX7bGAWVNeFVoqIPF2fO3FLV6tBpXCQ73KkwK6NRUkUaJZtG2ZUs78zNN9H7FZmtY2T56xmd9IKS5qPEpLHVKHk2nNYtScmVoHT++efjnXfeQf369XH++edbps3Ly0PXrl1x/fXXIz8/31UjjwasNEpuAtCxx52aEKJtMgx4JvOSs1VvAd3XKT+jaBmwaEBxrFHyQLVsJZx9tnib7rex2Wd0KcC3jEO5tI9CgnyUwr+t0/I1SvrfXjhvas+fsexYBnMn23rIRodntR2VgpUXTsIDuBH+3WmUJNI4lL9CKn/xif0WJtbnnax6SyVE1+1GI5uZFsTQ45ph+m87AfCFIltnbufVcvGRP70nuHqq8vPzI18X+fn5lv9VV1fj1VdfxZgxYzxteF2jhvMVZjepr9t10MJHifnb5cxSadAozd+o90tRVWfOiDJJReEBRHnjuS2JCKv5s6KqxnSMTf6awRlatvtk5my3TqxsG1TjAU5aGdObw4DOXDSNpqcOr8xrZqtRkjW9MZMz7/4Dsu+gex8l9gNDtrtkNERON8VVVZU7ltn7KNmY3rjPtjlPZnpqCUpeL9fnPgdMFYmKzG0eDlJbcnKlUXr77be5f4tYsWIF+vbt66aqowbeV5hdwMnTnpkpDDLIZnFvetM36qUZv+t+WzlZ81AkJk+eRikskPHTO40R5Y2PkriQcsNEaWy2cTWYvEJJwvTm8mvaOElZNSmg8Lc4cTre/6l/GyzZsh/LtpYJ02TVTnrGySQWrSBvU1wRsppYVttRUc3XKMmF8ZBPa4SdAGVvhWONkkSGsEbJfAExRgeQjq/WkrOFj58Ra5TcCRbpnGjm7PtqZ3rzSqUUD5/FZJIQ8fvYY4/FnDlzElFVysKz60cEJYt8hyr4QeW8WPVmCjhprEN1uOoN9oO5aANf0ReJ00vzYhywKsM4USqK9V5vsl+UMpOnW0GJxU5LKDK9mQRCm3o6NctD/Szzdisa44Z0RMdm4RWBpvAAMdxEth9tnbkdVKSZNESCkoxGKZY4SmluTG8SyZwqBsMaJfMF2LXJTuOQzvmAYot86U8n4E/92+DiPq0kWukfRFftVq5It3kOvHDmfveqfrZpUlwuMuGZM/eKFSuwadMmVFZW6o6fc845CAaD6Nmzp1dV1Ul4TqCagGPpoyQqzwON0gGPd9iW+TrlmY/GnFSEub/v4ab3i+lNO/Tl0u2641bzg2JzXlenxE3M8GhFi5uvv/RgANnpQRyp1ajpfVt4A3bA8rn+v+HHRv720jzBCix2Qv605XLBSVU1LKRWV/LNboCc0BV9350/0zr/Py9Nbw4lJRX8a7XLatcUnsmIPTKyRwuM7CFehu9XhFvHuHzk2fFTky3Zsmw1ShIM6tQUxzTLw5qdB4VpnGipU4GYBaV169bhD3/4A5YuXVr79Rx+SbSOqqkRDx5EFK5GKfKv81VfXoQHYMPh86gJqY4mMTlnbv3xC05oha6F+Zi3jh88z7EQ6FV8AA6b9hxGmWHbCAUW90/xVgjwQqMEqJaDWk2Ir0UMBBQsun8YOt/3tVQt6QFF2oTmqTO3A43SAYG21lQmwn1/mBGUbhjcQbd5r512lm2bOx8lvUlXBp1vmugRZRLJPKshkUbJ5tFM9YnULULTm8vyWI08d9WbrTO33LPn1JTq1bZRySLmkfWWW25Bu3btsGPHDuTk5GD58uWYNWsW+vTpw91vjeDD3xTXfrmwhQhlWbYMJWXWgtLt/1mMn9buli5PRqNkdNpsmBM2zwh9lHwUHmDXwQrzQVsnVrk65cIDeLM02mpCDKliQSorPVq/nSklGLA2Scq2R8TCTfu4x3l7vcWKqqqm0AxN8zJ1v2XewZDE+y6CNal46qPkML3QR8kmd7L2IEs2QtOby/7grX7UaZQ8cua2D/cg56OUKrc9ZkFp7ty5ePjhh9G0aVMEAgEEAgEMHDgQEyZMsN24lojCF5T0//IQnfPCmdtOowQAq3bIbwki844aNUraiyTKmhQfJUEhuZlmQcXW5CA5rclcZ4Mcsc+PLKqFh36vNg3QNC+T76Nk+oIUnwOcrdBzM2ncMmkR9zjbjd4JSubn1qjdMwZvtcKN8B90qPkBJPtVdx8lNEoh1d0WJi5uRapMslaI4yi5g32veGY2W42S5KPn1f1MFQE5ZkGppqYGeXl5AIAmTZpg27ZwHJmioiKsWrUq1uKPGqwEJTcBF/WCkjvxYDdPQxIT9n4URmfu6FcRP4PjLUy8sLwJ6uT5mSmKhVkD8mZRmXvYoWmeVFl2iAavKTcMCEfmlijDLk0woEjfOePYvu9wJT+hrn7B88JUqni0lCWkqiYfGqOgJBOTSTNbsVvjyKI3vcnlYZOJnmmnm+KKrjNVJsRE47WmJYsJj6A937pVb4kKD2DzWyNV4i3F7KPUrVs3LFmyBO3bt0f//v3x1FNPISMjA6+//jrat2/vRRuPCvgBJ+2duUXjLzvwufVRkvGrcII+eDD/DTFpGhRzXha32rJYEEVfdmpyUBTzHmYiZFJlZ8RuerNQKEWEVZ7Qala1W5uC0oOKtHrPOMketnCajubhH4+L6Y1TljHwoYygpKrAxa/N5e6BaIergJNSPkrM3xJlijRn9hqIFJkxPUZ8r9z1RxYTmTwYeV9hOiZCdjjNz3amvfY6DEKiifmb6t5770WoduZ49NFHsXHjRpxyyin48ssv8fzzz8fcwKMF3oQZcea2eHpFvg9anuqaEN6du9FdmzyWQvQxhPhpjCaMyEAiyOC0jZ5E5hYcr+IG2hOXo0C+/S99v1Z4rmfrBrh35HFS5dgRDvlgnYZ32qjxstcoBUz3IjudL+i5+eqUGYC9+prlxfkybqVhjEnG4/7PlrsSkgB3mgIZ3aDOR0miT0UfVzyB4LIT23DrkSXVgxha4V6jFH3ueD5K9R0KOCKevKAHuhbWx0t/OiGmco4ajdLw4cMjf7dv3x4rVqzA3r170bBhw5SRFv1ADWeAiWiULCZ3kUZCO/rFku3c81Jt8thRWuZpMGqUtDxevlDGoJBO4WnoRPFj7JrdKDdDqs4pi7YKz31608lSZchiG/OGc9qp1jItaHbmFt1jN+OIKIvO9ObRRBtSzas/3WiUXO9fB7mFElZ5vCqXt3oX4L8HY09qi/fmbQKQOhOm13i96o01vWkrDVmhvaB+lmV+2fe4bZNc/O/mUxy0jH9FqWKSdS0oXXXVVVLp3nrrLbdVHFUc4W19IeHMLYqvowlZsfgZOY16bYc+1gv/BRH6KNmtsrDwBWJRVeCKt3+xT2hTBg+npkpFAXIy0vDXYZ3wzLTVMbXJK1TITIjmBKZHxWaC5e05JRo07ZaWc/MIyjJpviSfG0tU8zWafJQ4z0ZORlDKjCgDK6TLTj6idG9f0RdXvvMrAIOPkkSZYtMb735bnz8aEDpzu+yOTI5Gid29oaB+pikPi1cjvmk4EFyPF3GdEoFrQemdd95BUVERevXqlZQd3OsavGX2akSjJMY48J/fq2VY+1B7OBaJXXZTUFlkmmLcwkTL4+UXpygmkywiDZ9o6wZRL2qT0DEF3jhhJwrefXRueuM4cwsyuXmGteflb1OXGoKvRn94IiRBTqPE2/+sab1MbNxzOPYGQC+Iya84iv7N9kNDRsupOBRmqoSmN/MxGVO8FSkyx1oiuga34zZretOEkMZ50fvZrJ61RileiP0eE9oM17gWlK6//npMmjQJ69atw1VXXYXLLrsMjRo18rJtRxW8KKcyPkrGublzi3rAomheP6m0ZRxDjXs6RR2IbcqGd19Ddgg1SjwfJc6V/qFXS0xdtBXjTusIwF/qZ5mNjvk+Ss7q4YUHENXqpn8UKNh/uBLv/7xJdzwezv8qzD5C5vAA5opvH9YJt0wq9qQN1R5qlBTB3zJjiUiryl8AwP/7aMJrjVIW89xpZQzs2AQAcEyzPNugtInWeSRqk95Yce3M/fLLL2P79u2466678Pnnn6N169a4+OKL8c0335CGyQU8bYSMj5IRbWLW7oGfHkSZpcbGCUf7Gevu4xpePJmiMriO2RytxTMX9cScu0/D2T0LAfhLUALcxUgxvvP6VW/mDOGAk/o8omfVrbahvIq307TzsuxQVfPzZw4PYG7LkM7NMOfu09C2cewbubLly3aXlDbD5j4a4S1oCJdpXc/RanoTalrcrnpjg75GNEqZmH/vUHw6zltfRiuMY57x/moa1+NbN0hQi2IjplVvmZmZGD16NKZNm4YVK1aga9euuPHGG1FUVISDB8X7wBBm+A7C2h/y5WjPoxr57Z8BSE6jZHTm1nyUbMqWbINXphYePFMlr12BgILCBtmR34mKbSJDODyAnUaJ56Nk9v3h/a2RHgiYHmsvg+8FFIXrL8N+dHj1aoRNb/pjxkjdvGcjoISfAy/uvxvTGzs2qLrj0b+DOmHGvswqwabAvLxuHNB1+Z1n8R9iSckVWYKVo03yMpGT4dnWro4xzm//u3kgrhnYDk9f1DNJLXKGRyHXwi+dttdbSBRohhDCU0aEJHyUjGiD36fF27Bu10Ffmd6knLkFGiU3K7HiBueGqKrIR8m+YX7S+gH2Jha+j5KzOoIBBQ+c3VWqXlc+SgGggjNpx0PZzYujZPS145mkZJ9tGdhnz8uPIwcB1AGI/Rr5ztzOtFUyZaYaXmuTe7bOR4v8LPRt29DTcmPF+FR0bFYP947qgiZ51s7lfiEmQamiogIffvghhg0bhmOPPRZLly7Fiy++iE2bNkWidRNy8LQU0VVvcqN703qZuuHmtGdm+sqsI6NRMn5d24RRYtLJmt7iE0dJhSrUKNnV6Sc5SSqOEldQcubMnR5UcHzrBrhiQFumXH4utz5KvDAQOmduj3QSKkejZGzyQc4Gu5ow5cUrWsUKSjGWpdMoMQKfcJXclX3RIj/sJCwKvcHLGatGqS7AXvZ/rjuJe9wJmWlB/HjnEHx07Un2iQlpXOvibrzxRkyaNAlt2rTBlVdeiUmTJqFx48Zetu2ownKvN4n81wxsh6sGtsM3y0t0x/00Ccu0RVEUpAeViPOrNnm6cTCOFyIzKW9lk8wE4Lclsrb+YJzetvNJMKIJxJnslgvC9lgWxSWgABXVnJAbMZbLIys9aHu9r89ap/v97lX9In5MXnzMsAEt3ZSnCgRIVqMkKjYjGIjUeft/FnPT8NrE9pmfxqlEwvaLvq/dd4hxY3EnsHGYvCTV3ZZdC0qvvvoq2rRpg3bt2mHmzJmYOXMmN92UKVNcN+5ogvcgaZoImYfsipPborBBtnmPHV9NwnL+DmmBAKpqanTp3Gg5uHjio8QpVuWbVxTFvk6vTW/3jjwOj/7vN9f5bVvDSWBy5rYpT/NFYydlYRwll97cPGfueAzY71zZD49/qe9vRQHGnFiEf8/byM0zqFNTT9tQrTO9xVYWazXUm8v56WWq491DmS2NWF4b0xuP/e83bNrrTUgFPxBLn8aD967uH5dyU32Bl2vxcezYsRgyZAgaNGiA/Px84X+EHJamN4n8os1j/aStYJtyRpfmAIAmeebI1GzQSel9qySHlr2H7DdUtYN7ryCKzC3ho+TxPbrmlOgeiz0drioxruDiynCcB9LoN627JM71aRoltnyhj5KrgJN8M5BecxI7Q48rQO+ihhzTm4JHzusWWZpthdcapVg/jthnlvUZFLZTsb9HvKz61XX27RretTlm3TnEPmEKwfY1O6wkS8PWpy2F+OERU8BJwjt4k290U1x7UUmkefGTHM8OjBf2boVm9TPRvaVZmGZXvmk5vHLm/njBFrmEFnC1f6pg1Ztifw9i0JTbEuT0S8dmeejeMh9TBduimCImGy6Y53Nlfn6tb0haRFBiNRbeaZQCAo2S13GUtHtnbHtA8D7y8EJOronRR0m46o15GHixr4BwX7t5P+20jnb46BvQNYrg3feXJcA5xjHCT/OQG+I4RBNO4A3gew5W4up3fsW0FTts80e3+tDD85tJFmzbAgEFg49thsacVQ+8ndDtxo1Eana5Pkpwv4kwO8l4/SXJW3o+rEuBKXK0hgq9M3e8vmy1dsk49LqZNEQaJX1k7mi5bmMZ8TRjABPWQqLtXsyJuoCTEqO6VZ3G91RDFKxQgX2IC55mVa+5TG3BwC2iq65rvZHiljcSlPwCT6P0+Je/4buVO7nLnI1ExhnDgCOxaXnCkB0M05lBV8vCy9uJ2frDi9VssnBrEmiUZGCvrVGut8tl7XxDeNj5DfEGPcs4ShbtktnGwo2wpkBBOc+ZW2XTRCPB92/nbiGKdh3GfopoeB2UEQtXntwuWrdErcYUJ7UPX396UNHdkzSdRolfrqIoprhRRnjCG61609973RtUx/oj1X2UkheBitDBE5S2l5ZL5xdqlHz0gMoOhuyqDUVwXYB+6XIiETne81e92V80+zXeODcjpo2MjRg3GQas/dbCPkrR3x2b5WH5tjJTGiNOwwNEBQzzMVFaJygKPzK3senz7x2GA+VVmLyAb4a0I8gxIQKsydi+jFjnxGm3nYqOzaIfDXLmPn2i1o1y8OOdQ9AgJx07D0SfP/a6RMKQoojNcrxyrI45oSUTtDVVYbtAL8TXLUnJP7OQO0hQ8gk8C5kTIUf0ZVvjI5WSvKBkNkXxBA72CzehpjfOay/0UZIpj8nWKNfs3B4LdsuyebDn7x3ZBZ8v2YYLTmgZOcb3UbIqj3NM8+2RWvVm2VxBHn4cpd+2R4W+QEBBfnY68rPTXWs0NKHTtHLR4rk1Eqs/yjEF9RyXx0vRunaX+V2MoCTjo8Rq5pzUJ9qU1463r+yLGSt3YsxJRfKZfIremdv7qPEyBJT47IHI4qPvdVeQ6c0n8FSTIQdPr8DyBsEelUlBdkJID5iduXlZ2UE8kZfJ1ygBNYLwAHZq5wPlVZG/G+amx9o8HTzfkbSAEjHVnNW9ue5ceFPc6O8GOel4/A/d0buokS6NEfNeb9G/LzihlSm9JhQFdUvR+dfgykcpAO4WJiLczksBgY8ST2MmrNvjSVGmOEsfJeaklKCk2Mfu4W+K6+7ChxzbDA+f2w2ZafztOlIJP4QHSIR/WCJdI+IBCUo+gac9cqNRMj7yToSteCP7Ouo0SgLTBqAXqBIJP46SikrOxCwzGeTnRIUjr82Jxi1hgHCfHtu8HpY9NBwv/ekE03lbHyVOPUaNKFtG60Y5WP7QcF0oCK1ZPDOrVIU2KFAcOdfHrFESmN6ktrCJYaLq0DSXU57r4kz5gxI+SoC9j5KVVvFoRryAIXFtiIegZJq6/DMNuYJMbz5BFMRQlogpw/DMu3UwjgeyL2QaJzwAL6fO/yahl2mubOGm/Vi4ab/puMwldy3Mx2N/6IaiRrn4aP5mD9oXxco3JC/T/PobV73x2i/jo2QkNzONu8qJFeREXeXGz05RnK1CdGv+EmmUrHzrTHW7qhn4vzM64bxeLU3H5Uxv4jS6yNwS4RvCPkrWdXJNwHaNPAoQOXMn0kcpPaigkr/zjGf4ZxZyB8n0PiHWVQFRjZL+BbObwBKJ7FykX/Wm+YCY07ECVUJXvTkRYCXTX9q/CAOPaeL58MgzvVl9/BudufntsfdRsrvXPEFJJEi7eYYVxZlGyS0iHzolcj5+GqVxpx2DVg3NYQ2kNEqWprfo33bL/rWi7Jy5+T5KyTGd+wmhji6BUuTbV/ZDk7wMvPinXnGrw0fTkCtIUPIJsY7pkfHM6KMkUfCbl/eJrXJJZF9+dtVNw5ywuYb3hcVOsol8EZ1M3E4HPK8HSN5EZ79vnr0WwYjVFiY8+KY3UdlSTTCV70RQciusiHyRIuEB4qlSEhYXLfDhc7vGVKWUoKQoSBfEWNKwW/WW6svH3WKlpUsU/do1wq9/G4pRPQrjVgf5KBGeEOvXbyTAneG4jOktUS+lrDqZdW4e1qVAy2wiWc7czsyZSlKHCL5GSXwfVNjHt5GLoyRnikmX2K7GTf8FFMXRfXL7DmhdaexT7VmX0yi5q1sEOymJ6rd25o7+LbMPoQK9Fli2vqM1dhKLeOVfYjsn1SOBxxsSlHxCrCay6BeswfTGTBbHtajPz5ugl1L2XWQDbFrtsK4PD5A4ccTRakSnGiWHbbGDFzPJbvLWbSsiWY9TOV+JCBj2GiU3KiUFDjV/jmuozaeZvI2mN4HPIL/u+L1/QkHJok42D28xgKksRcL0RoISFz9olBJBqisMSVDyCbE+SHYBJ68e2A6NREvPE/RSypo3ePFveDnZSTaR72E8g3h6/WU3gLMpq6WWwOCjJL3qzSI8QOSY7nx8NUpKgjRKWj4nq960KNgabhY6NpaMtyWSX2Q1SjKbaivwwPRmW0vdh9UE1jE5yVe+sm6gVW8+IdYHSZv7jIOuZtILBsQbVyZqn6VYtBO8NibLR8nRaio4d/72goX3DcPOA+XcQKZ2k59eoDGf5+51J3GNvCRpzAMrkt/c3FtFcRqHzGsfJf7x7PQg3r6yb0x1P3peN5zdU86fRKixsMrDhoeQ1CjZhQfg3Ym6JgzEDNNJBfWzktcOwgRplHxCrD5KolVvr89apzvPI1EDViwCGS+rjFnAC+4e0Vm3aWoilp3HSqPcDHRuXp/bVstVb1BtNyt1q1HioQvx4OGqt4DizJcsVh8loUbJkL5XmwbIStcHSnRad/eW+cjPlgtMKhKKrZ5L9pTsO2aXrpoTY+xo3QjXitfG9Mb5vVriz6e0T3ZTPCW19UkkKPmGWDUidqtsggEf2MNjqIfXRjt1v1dcPbAd7jnruMhvJzKtAuCiPuHI1L2LGspl8JA2jXOQmxFEESPo2a56s2mD3F5vzidYLzVKAUVx6EvmruOjPkrG49F2GNsVa91Okrsx6zl25lbs38UqQdR6IooKYHjX5nj2kuORnZH6UcdZUn1VI5nefELsztzWo05NyGKLCA9m587N62FlyQHLNLEMjLw22q208Yqg4n7lmqKEnegX3DsUDXLs/Uq8duzNz07H7LtOQ3ZGEJ3v+xqAtaAU3sIkel72nrlViLLhATo3r49FnKCdCVn15qIOgHFKFwlEAgEqlrqdaGLEztxiRAEnrdLbOXPnZponft2YldrzKGFD07zUNiWSoOQTvHJ2EwlMRyqr4xrcrHGevRDgtenNbnD2ikBAca3x09rdOC/TuwY5pKHB8dc2PADzW9b0ZrXXmxWssHv9oPZompeB044rsCxbFidO9+5Nb4ruX9H5aD08p2Z3dYuwM52GE1nlj/4tF0cJyLCIzP3oed3QIj/bsoxUj7PjBSmudBFy78jj0L1VfrKbERNkevMBqqp6tnuzaLg6UlWjG0AzGVW5F+O0jBAkW8/zfzze5PTKEyQv6tMaTfIycP4J5m0cvGZQp6au8jnVEMXTHHFW9+YoqJ8ZjU3FcNeZnZGVHsBD53SViKMkEZmbUz/vGKtRykoP4vYzjsXxrRvwL8ABIVV1tam0U7R8RhNX1PRmX49T05t9wNAoIkHHWqMkruuO4cciLzMNJ3eMrtxTFOtNcS87sciiNqKuc00d8LcijZIP8PJLQjSGlleFdIN2ejAQiVfkhcOxjNOnrEbp3ONbYlSPQn1ASU4fNcxJx8/3DEUwoOBwRQ2+Xl4i3V4RZ/csxOeLt5mOZ2cE8e5V/XD5W784K9Bh18bTmPjSn05ASOVPnjcM7oBrT22PYEDBsq2lTHvkWuRWI8q2RVSTm6JDDj8+ZHxxrDBvYaLo/o3Uw6nGadV2r1FAp1FyVrYpv0H+uWlIR1w/qAMe//I3/LR2T7g9EqY34ugi1X2SjNDT7QO8jDEhmtgOV9aAnYrY1UZeaDFkVfRuy+P1USCgRNI9dVEPPPaHbvIVCLC6DDc+UU5zxFOjpCiK5X3ib3diTsd7XI3Hcjkb7vLQbaYqcuZ2YZZRVafhAdxht4WJWdMkq2uzr1N4nqnTTWwquzha4VAj+vRWpjdCDjeO90RioFvjA7zcu1M0D5ZX1egGQPYL0JilZQNrfwIeUjuWxzCW8vqIdTStn5WOS/sX2e5iboeV86obzVsqbg2gazJPUOJuihs+9uKfeuGYZnl47pLjOfnM6OMo8fvKzfsRUh1uNeN61Vv4X1F4AKMAyavFa42SLg6SSFCy6Bp9fn4ao9YqGOMsX8cUEI64/KQiDOjQGP3bNbZPTCQFMr35AE81SoKB7UhVjW7lCasdMZkNXKnrJdoWg2GJpx3gmUvCdbjvTyvBRkZrZm6P0/TiHG0b52DDnsOO2+AU/SRobg/7uBY1zsHGPYdxVvcWAIBRPQodba6p02wK0rhR44f9/hLooyRY9SazB57T983uMdQv7+ensYwFptMWCXycDNJ0rA7pR7GchIfOjV0TTsQXEpR8gLfh3fkjVuPcDN0kzMY9MY6FblanSTlzx6RR4gVO5BQY44BtNeAnwg3Dqo86NsvDkxf0QHVIxaX//DkhbbDrzs9uGohl20pN23LIErQQ2DXcvB0hVUU1J3aPCNfPpmDVm/bT5OTO9VFyLk5bN8leo2Q15uhWvQlX8+nTx+rjRRB+hkxvPsBL05tozH3QsJrJyvTmSnMikSWW8AC8PuI5kDutoZ7Bl8bq2t2030vLW0BR0L99Y5zM2b8tXvCEF3aOzc9Jx8kdm0jvMm+EvYfCElya3pyEB3C6EaxGVKMUPZYRDET6zSiQcGV7jzVKeiHGuelNJo6WceNkmXhLxNFDXdMQkqDkA7x15jYzul8bFDbIFm5NYBzjjL//clpHiXrdTZSy8EwF/CjHzsp96dITDPm9Nr05y2PVfjf1xwrXmdvDYTBo8RxG63OOCud78mkYtxixzKf5KDHXkZUeHVaNQhfveXD+jNholAR/s1hqlJi/xfGh9O2J1RH5aPZRIvwPCUo+QOVsXOoW3iCqDdzsYHRci/rCPMbB8fZhnTDj/wbjrO7NLeqVaZt9GhE8PxX+Ki1nlRiXNVvJIonRKHmr0YoV3iTu5aSmDw8g0n7YV3jj4A6mPFaCUquG+gULbNeygo4dkTAATH52+4kmhkCjPIGCzfuP0b0k6rRGRiNkpW1jz4g0hYpBo0T7thF1GfJR8gFOTAR28IYr7QuZ/Yq8Y/ixyM9Ox9k9W5hNb5xowu2a5Fp++cqFB/DW9OaFi5JxlRw74B/fuoFuAk6EM7cVyfADUTgTu5cf/+yzJtJUySiGWuTrt0gI2QhK71/TX/ebfbbTHKhHeJviZqeLBSWuRonJ265JLiZe0hNb9h7BM9NWC+q081Gyrg+wFnbZcUJm1ZuiJEfbSRCJgjRKPiDeq940rQlbTf3sdDx4Tlf0Lmokv+rNY22LE3h9xF9BFJtGiR3w7x7RGWd0bc49J43DLFbNT8ZcxK0yTholkWAjY+rLy9J/84VC1qa3osa5+gPMhTq5z9r9YgU+1nTXpF4mNz1LwFD3H3q1wl9OP8a2TvF5vkbp7hGdrTPWkpeRhpYNstG0XiaaCrbeCRiEMdIoEXUZ0ij5gHgLStogrlOp6wY6Pe420owvrRvlxKXctKBYSJTtFysc+59YnEuGwyzXmdtDSSknIzoEZQh2oJd5Peplput+22mUjLD31kksLq1/2PeJNb0d17weN73uGPO3jCO5fRwl/t+y8l8goGDmHYOhQrw1ScDgWxaroER7vdUt6prPGWmUfIC3W5jw/HbM9bADm/ELWrg/lMVgGG+z0PGtG+CpC3ugQ9Ncy3ROJkeA56PETgBGs5yjomvL8C59Mkxv8a4yOyOIN8b2wauX9Ua9rHRuGpn3w6hRUuFwU1zmb7af376irzkxL7/A9HZMQT2c1rkZt55Ifexyfg9M2AGBtO9EmEkLBiy3JTEWFavpra5NrETdggQlHyA7uctEzM7hrNiJDr6s74HY4dPNmNe2cY4plk6L/Cz0a9fIeWECLu7TGn3bWpfHmxyvGNAWbQQaKeMXvNUqLNFk0DCHP8EDHvsoJcX0xtEoeTypDetSgDO7iRcKyJBnCPNg58xtRBEIFD1bN0D7JmLhPLLqTSAoAcAfekU3bebeQ+aY3J6JNueZUV0mSrcbMoL6OGzkokTUZUhQ8gGypjeZca5RboYwHztvsJO+OVieC9ObouDDa0/UHZs7/nSM6tHCusEOsesrXgTv5vlZmHXnEG5641ezG9NbZpp4OblTn6lYHea9htf8RH/8y6x6q2f0UVIdhgdgrpN9xtKCCh612ENQu1/srcnK0D8PVlpK43mpRRF2ASfB1gfu37GSyQiD4fAAJCkRdRcSlHyA7Be6zCDakCMoab4t7MRhJSiJTW/iehPlPmPXVzyNktVXuvFaRZMML62GyLeGV4Yd1n3sE0EpwXYSmdqMGiWnPkrsfWd9wdICis3+f+F/WUHBqFFiZXFeUewhmXfcyRYmTv2fZMlK0wespYCTBEv97Lrl/ly3riZFkdUoyQxGDbLNZiBNEKoO8QM2mXY+F5RtqVGKuzt3GLu5j9eVVhOEbq8xxTiRyQmQloKS8IxzjFHEEwHX9JbgNsi8H+lpAVwzsB0+XrAFpUeqoMagUWqen4XeRQ2RmRZATkaapfCinbEyveljDrnTKPVt2xC/btinr1TUJoEGy0utj16j5IUzN1GXuG5QByzeXOq5RSFZkKDkA2QHdJmxiLdKRcsn2vvKuIJFVI+VRiNxGiXnQ6po5Q6gj5mjqoYVQybfLZHpzTvFrFU3strCqwe2w5uz1+OKAW09q5sHNzJ3gmc1mfqCioJ7R3XBgI6NcdU781ETUlFSVi5dh/HZfuKCHpG/rQQM7ZnQmd4MASvZDxy7SOe8GE692jTA+Se0ighKdkKJcR82XjtiRa9Rch+ZOxhQUBNSXe8VSPiT+lnpeM8QqyyVIUHJB8h++Lr1UdHyib7Mjfs2ibRD1hqlxOBmjrY0vVnEkDLmEvW/k9VBdlgJo41yooLSPWcdhz/0aqmLsB4P+OEB3JblLp9Mfdq90dq7dGupozrYpplM0TKmNyaNUcMYsDG96XwHef2tSu6Jxzmvuy4vTW8GjZJbIWzhvcOw+1AFOjTN86ppBOE55KPkA2S1JLLq7TuGH8vNVyXSKCmGtC5sb4nSKLmJOWVpOjG8AXofJbkJ00ncnVhgHfWDAQXdWubH3cGbW7pLlZJbTZRMPp7A4gQrp2e5qPPRvy1DTnB6lH2mg4JnSW8ittMo6TXEkTLiJSjBvRCWn5NOQhLhe0hQ8gGyGiXRJNCnqKHu9wjDUmttDBOZ+KxCBbBxi6z8kIzn4iU8OAyTBIDVNnDOOdAo8cwLTetlWk6kIuHUDTxH/XjjDx9d+z7U7qPb5loto7cSvjShhRVCrAQl3jPErtTkCTOKAgSZjLYyicL/4aVQrTMveuCjRBB+hgQlH6AJMHZffCI/gI+uO0n327wliaKrx1yu4YuXSfbx9QOYcqLHP/izYa8sQ9Od7JflBDc+StoEMbBjE+E5DSsfJWPaE9o0wOy7hlhea2W1sx2PreYbq3hNXpLPLAjw0vTmFhnhWLs3xglbVmC3ilQv48ydwYSIyLDYFocnyonCdrCkGd9RC0QfPl4KM3qNkkJ7vRF1GhKUfICmejdup2FEZPoxDlLGMUs7L7PqTVHMcWQi55g8vHhNLHbX4hY3pjdtgnjukuOF5yJYmEmMaXMz05CZFrScJBwLShaTILvdRzxpkZ+Npy7ogVcuPYF7PvHO3PYV8rYSASDcq8ycn/83oF/eL8rH+iUZfZT0woq5DJ3pTfCO64Qfm1FbJJZ5qlFKM65686xogvAdvhSUZs2ahbPPPhuFhYVQFAWffPKJ7vzBgwcxbtw4tGrVCtnZ2TjuuOPwyiuvWJb5zjvvQFEU03/l5fIrY+KFNk7aaWFk/QDME3z432pJ05to4Lb6OjVqHqwcnGNBIOtZon2NN+ZMmlahEew0Sto1W32oVzgUlKzwcnWdHRf3bY0R3flLexO9L5eT2ozPYRYnUr0gp7AMS9Nb7b/svTFttGxh2gYMWwtJaZSs0Qt98TG9Zaazq97I9EbUbXy56u3QoUPo2bMnrrzySlxwwQWm87fddhtmzJiB9957D23btsW3336LG2+8EYWFhTj33HOF5davXx+rVq3SHcvKyvK8/U6R1SjJDkZmJUn4AC9qtTG9AkXKFGAXe8lLx1EWN5O0lYBpFn7E5Ri/9nl76BmprKmxbZ9s/Znp/viucatRcr3qzUF9xlstKyi5We0Yzhc+l6ETlAzPiUVwVwDYdbDCtn1WAWJNbWKFPrYMD4UZ1rxYo6pkeiPqNL4UlEaMGIERI0YIz8+dOxeXX345Bg8eDAC49tpr8dprr2H+/PmWgpKiKGjePLY9peJBRFCyGWxkhyKTJsR21Zv+i5c1dYhX7FgLGHHTKLlx5pZwxo38tojMbRS4tF9W5kCngTitUht9X5JFok1v+dnpKD1SJZXWeD+NW5sI8+nK0J+zduYO/2tlejOG3zBysLzatn1WexAaESmmvXXmjgqg1TUqaZSIOo0/Rl6HDBw4EJ999hm2bt0KVVUxY8YMrF69GsOHD7fMd/DgQRQVFaFVq1YYNWoUFi1aZJm+oqICZWVluv/iQTCgoEleJppI+lPYYTId1N5lkTO3UZAQaZSsfC1MGqU4+SjF4swtg1G7ZoXM5DCiu3eCuVXgzETiVk5yK2C9ellv6bTGW33KMWYHfn4+scZGxpnbyvSm9wE0l3XfqC7oVJCHSYa9EkVtsNUoiczlHgpK2RlBXNynFUZ2b4EW+VmWflwEkeqk5OP9wgsvoEuXLmjVqhUyMjJw5pln4uWXX8bAgQOFeTp37ox33nkHn332GT788ENkZWXh5JNPxpo1a4R5JkyYgPz8/Mh/rVu3jsfloEerBph/71B8Nk7cficYx0NtYOXtg8aeB8KTWUinUYqmc+KjFC/TWyzhAWSw0iyY0tqY3k5s38hyw1yrMokoXQrrY/69Q6XS8nyUbhjcQSIf/29AzvRm6aNkow06qUNjfHvbIJxoEZ3a9TMs2MPOC566sCdeuvSE8Ka49OASdZiUFZTmzZuHzz77DAsWLMAzzzyDG2+8EdOnTxfmOfHEE3HZZZehZ8+eOOWUU/Cf//wHnTp1wj/+8Q9hnvHjx6O0tDTy3+bNm+NxORHsBkPZscioCdEG8+oavmMxu4pGhaoTRvQTj/ir1tj0eJneEqlRsh/8w+dFflNuJo9kbHzrlERvigsATfIy8c2tp+K6U9tHjo0f0Vkqr0yPihygAUnTW5AJD2BpenN+f8MaG3mNkig8QDCgoKhxjuP6ZSBBiajL+NJHyYojR47gnnvuwdSpUzFy5EgAQI8ePVBcXIynn34aQ4fKfXkGAgH07dvXUqOUmZmJzExvzGFSbbLTYEgOsqbwAJqgJLHqTVXFE6Fu0LUxrcUvPIDzPE4GcZHZgl9u+F+R3EBzh7cc27weCupHF19cPqAtNuw5jE4F0cjOhyv1/j4hVc5/RuQADdiZ3mo1SukWztw6s55tUyK8d3V/vP/zRjx4Tlds2XckWqekptNIMKDgrSv64smvVuIvpx0j3xAJ2D7KSAugVYNsrNt9yNM6CCJZpJygVFVVhaqqKgQMHovBYBAhB2vHVVVFcXExunfv7nUTXWOrTZD25tb/1MYw0ao3o0peOPEzfxsnA2PR8Qo46fUWJkbsHG9ZtKSiNrnRHqSCbJXoVW8sbCyw9GAAE87Xv78Hyo2CkqRwYqFRktnrjXW0Nzrd2+31JmLgMU0wsNbHavv+aBgT9xoloEPTPLw+to98IyRh/Z/eGNsH787ZQIISUWfwpaB08OBBrF27NvJ7/fr1KC4uRqNGjdCmTRsMGjQId9xxB7Kzs1FUVISZM2fiX//6F5599tlInrFjx6Jly5aYMGECAOChhx7CiSeeiGOOOQZlZWV44YUXUFxcjJdeeinh1xdvRKa3KonwACosJn4mXbpBEDLm0QSp5vWTH37BiaCUZuNPwqJNSJ5qlFJBUkoirFaUd1/rZ+mjl6sqpG6EldbHSubXkmZIxlFya6LS+Tk5yGe1NYuXsH0WVBR0KqiH71fujFt9BJFIfCkozZ8/H0OGDIn8vv322wEAl19+Od555x1MmjQJ48ePx6WXXoq9e/eiqKgIjz32GK6//vpInk2bNum0Tvv378e1116LkpIS5Ofno1evXpg1axb69euXuAtLEKLI3DJ7vUGV05AYTWsijdKwLgW45fRj0LN1vkzTbYm3Rkl/XXI+Y6IWufE3cqOFSjSJDjjJUmOzd97JHRvjtqGdMHH6agDh58WhQslhHKXwv6wztygwKbdwSfSb4lqnFW+KGz+X1KBB0Lz59I5QVRXDu/kvHAtBOMWXgtLgwYMtHUabN2+Ot99+27KMH374Qfd74sSJmDhxohfN8z1mZ9Twv2JBKfq30ZlbX270b+NXs3a/bj79GLz4/Rr8beRxkbbcNqyTg9ZbM37EcRj1j9m4aYj9SiYNJ6t92CX49r4g1pKS/0UedyTBlzuCSCuqoSgKbhl6TERQUmV9lNw6c9feZaMDN4teG+TuqejQNA8tG2SjQU66rQAuWsEXRzlJv1+koiAnIw3jzzoufhUSRALxpaBE8JEdYkXhAUSwA7mqiveE69GqAYCNAMyCkqbpuX1YJ4wb0tFy4oiFbi3zsfrREY7KdzJBONoqovZf8ao3+XojZdZV6QreCFg1Dvew6dy8PlZst49/ZhVo1FIjGdEoicNAsNndRs1IDwYw847BUkKffoPf6I94Rs+226aFIFIZEpTqIGYfpfC/6UGFG52b/UJVId5P7fxeLVFZHULvooamQZf90I+XkOS2fCehCtIMX8ZWaOfFPkp11Jk7iXVX25jeNL74y0As31aK049rht9kBCWBcAFYayQ1wcW4uIGXxliPU2QDjopWbnodR4mFwgMQdZmUjKNE2CD4In7v6v4oapyDd68S+2WpqirUKAUCCv7Uvw2ObV7PdM6N71Ci6Ng0zz5RLaxQZTf0R8ID2JyPlbaNc/D3C3t4U5gHuI2j5MVcKtqGx0i3lvm4pG+bcDBE5kYUNc7B83883tw25m+zM7eCs3sWcuvRkiqKgj/0aomT2jdGlxb1TfmjZcdfoBC5RMVToxRPsx5BJBvSKKUQsmOsyPTWv31jzLxjCCdHFBWAIC6ldT6fyknPXNTT0dYNTpxmI6Y34SpBFxolQ5b2TXLx/f8NdlxOPHF7qy/s3Qovzfgdx7du4Lpup6Y3AOjXrlHkb9Hzbxc/6x+je2HPwQrM+X2PsJ6JlxzPPa4zS9m01QtO7tAEr81cF66P1SjF0/RGm+ISdRgSlOogpo1eHYxhqupuMhI5iqcaaQ4cb7V+Fjq/u6g/FVa9NauXiXW7nMfIuXVoJ/Quaog+bRvZJxZg58zNo2/bRvjgz/3RtnGuMI2V6Y2XRkNGk2K315vXnNqpKd67uj86NsvDwYpoXKn4hgfQ+zkSRF2CFKYpRKyRuWVxI/T42fTmBHYJtV23aX4p4vAAzus35vFjr/79wp445Zgm+JeFCZdHejCA0zoXmGIdOcEuPICIAR2aoLBBtvC8zvQmGBV575/MO6lfEWab3BMGHtMEzfOzEqZRIh8loi5DglIdxDh4O9013J2g5DiLL3Gy9UrEuVZis+G6ROtGOfj31f1xaqemCa/7vF4tAQDHFpj95GJBtKehPo3cMSPJ1LYkykeJTG9EXYZMb3UQ4+DtdAyrcTGaJ2OjVBka52U4Su9Io1TbsR2a5WHxllLTeVeb4jrOcXRxUofG+P6vgyy1Q27QxRvy+CawGt1EvyWsABhfjVLciiaIpEMapRRCdt41C0pHp+ntulPbY5BDrYfemdvcb/8Y3Svyd7BWqLp/VBcM7NjEXJgrJyV9Jr8KoMmkfdM8ZKWL4xa5Qe9HxE/Dex5kfI50prwE30/2+YlneAB9iBF6Zom6BQlKPqaly69mk+ktIYKS4yxxpUleBsafdZxj51k2Hg4v59DjCiJ/a0JVg5wM0+asovyEX7F34ucdlbnHgSRqlNj30qkJniCIMCQo+ZSs9AA+HXey7lis4QFkcSP0+E2j5HZ1kZ3pjdUO2G2gS6a31EHG9ObWR8kY+T6RsO8l+RERhDtIUPIpWelB3UTshFjCA7jFZ3KSa58Ju325WPNFmk0gQS9WvRGJQb8Fh7xGyek+cok2S7GCktvxhCCOdsiZ26eoKkfgcRseIAEDZMhntje3K87SbTbFZfsyyKiXePXV1VVvdRG390oml86ZO9EaJSYkWryfx1E9WuD3XYfQN4Y4WQThR0hQ8ikhVTVN1PLO3LH5KLnBZ3KSq2sOKPaRudm+tU3ruAVmYdhn3Vpn0ZveROEB3GkNk+ujlDjT24t/OgGqqiYkqCZBJBIyvfkUVfXOXyURGne/rXRxM1YHFMVRZG47HyU3N5DmmOQQlAgKKW+Q0xNIoo8SW18ixgESkoi6CAlKPsXLL7NErHbxn4+SG42Sotuh3a6IoI2PkhfO3H7r17oKe6+8duZmSfQHBRsTjYQYgnAHCUo+RYWXGqX4DJDsZqN+W/XmSjZUjHu9WaPzZ/KqDURSYG6lhUDBMb05rSjBr0lRo5zEVkgQdRASlHxKSFU9E3DiNWG/e2V0ry+/bYrr1kfJiT+JnabOzQa3xjqLGtNElwhY4UgoJtn4rMmQ6LekYW4Gvv/rIMwdf1qCayaIugM5c/uU8Ko3/TG3qvN4aZSyM6LRkX0mJ7lSxxl9lOxW8tktt3bT7UeqaiJ/D+tSgEfO7ea8EMIxbsMDOL3FyYi03r5pXsLrJIi6BAlKPsVnlixb/LbVhlv/oCCzkq06ZkHJeRsOV1RH/n59TG/yK0kQAZ2gxE9jF4BUBp+9JgRBSECmN5/CCw/gZ9o3zU12E3S4MTcGFAWZadFXgv2bR8uG1lvMdGzm/Ev+YEVUo0RCUuKQiszN9VFydo98p3klCMIW0ij5FBWpEbBw8g0DMHP1LlwxoF2ym6LDVd8pQGZaEBMv6YmKqhAa52Vyk711RR+s3nEQJ7VvzD3/+pjeWLatDGNPKnLchEOMRolIHHYR2b3Cb2E0CIKwhwQlnxJSVdNw7Xb4jqe81buoIXoXNYxfBS5xo43RhKs/9Gplme60zgU4rXOB7lij3Ax0LawPILxx7hldmzuuHwAOVZKglAzcmt4chwcgOYkgUg4SlHwKbwsTtxyNJhx3pjf39SmKgs/HDQyXE0NBpFFKDgGJ8AC8w61p+T1B1HlIUPIxxnE5Oz3ITedpnUr0qzc/Oz3u9cULGdPbV7ecovtdLyu26/UisOfhyhr7RITn6DRKgjSsSe65S45HVnoQHRyuKPPbogeCIOwhZ24fY5zrx53WEce1qI/7RnWJW50NczLw9hV90bFZHv51VT/7DD5FRmY5rkXYVPb6mN7o2CwPr1x2QpxbZc9B0iglBd3GtaJEzDPVr10jnNnNuXmVxCSCSD1Io+RjjCaAJnmZES3II1+skC6nYY68piQ/Ox1DOjfDkM7NpPP4ESfmxjO6NnftU+Q1F/VujYnTV+PE9rQDeyLRaSAFWh/2iWKjsjuBFEoEkXqQoORzWFOYE1ejH+8cgl837EWXwvrIyZC/zalsbmNJ1e1DbhzSAScUNcAJbfznIF+XURi5RyTLsNHnM9wKSqRTIoiUgwQln6MgOnA7mftbN8px5WjawIH2yc/Y+Sj51b89PRjAKcc0TXYzjjp0pjeBLMNqkTJsYmyJII0SQaQe5KPkc3QmpDhO7qcc0wQAcPVAf8VDcsqQY8NCxlWC67hiQFsAwF1ndk5Uk4gUQL/HH1+aYRdTpAfdvYwkJxFE6kEaJZ+j6P6On6T05uV9UVJajjYpvgnrG2P7YNt+8XU8cHYXXD6gLdqm+HUS3sKGBxBpfdi9DYMubbukUSKI1IMEJZ8T/tINj67xNBdlpAVSXkgCgLSg9XUoioJ2Tfy13QqRfAISq96yGI2S+9hkJCkRRKpBpje/kxjLG0Ec1cj4KGWlxz5ckkaJIFIPEpT8DjOwHo0RtgkiEeijA9j7KLmFBCWCSD1IUPI5VaFQ5G+3K20IgrBG5iMkLyt2T4UQSUoEkXLQzOtz2HHV7UobgiDkEYkyf+jVEp0K8iIrJ70smyAI/0LO3CmE2yB3BEHIIzK95WSk4dvbBsVYdkzZCYJIAjTzphDko0QQ8Seewkw9D8x3BEEkFhKUCIIgGEJxEJSeuagnBnRojFuHHuN94QRBxBX6vCEIgmCIx35sF/RuhQt6t/K8XIIg4g9plAiCIBjIj4ggCBYSlAiCIAiCIASQoEQQBMEgWvVGEMTRCQlKKYLbTTgJgnAGiUkEQbCQoJQipJGgRBAJgRRKBEGwkKCUItTEY80yQRAm4rHqjSCI1IUEpRShmgQlgkgIpFEiCIKFBCWf4cUO5QRBuIfkJIIgWEhQ8hkf/Lk/jmtRHx/8uX+ym0IQRyWkUSIIgoUic/uMXm0a4qtbTon8DgYU8k8iiIRC7xtBEFFIo+RzuhXWT3YTCOKogjRKBEGwkKDkc1780wk4o0sB/nv9ScluCkEcFYRIUiIIgoFMbz6ndaMcvD62j/C8QuGVCIIgCCJukEaJIAiCgRRKBEGwkKCU4pBCiSC8hdZOEATBQoJSiqOQ7Y0gPIUicxMEwUKCUorSqSAPADDsuIIkt4Qg6hgkJxEEwUDO3CnKe9f0x5dLtuMPJ7RKdlMIok6RHqTvR4IgotCIkKI0q5eFK05uh/zs9GQ3hSDqBPeN6oL2TXNx+xmdkt0UgiB8hKKqtMZDlrKyMuTn56O0tBT161MgSIIgCIJIBWKZv0mjRBAEQRAEIYAEJYIgCIIgCAEkKBEEQRAEQQggQYkgCIIgCEIACUoEQRAEQRACSFAiCIIgCIIQQIISQRAEQRCEABKUCIIgCIIgBPhSUJo1axbOPvtsFBYWQlEUfPLJJ7rzBw8exLhx49CqVStkZ2fjuOOOwyuvvGJb7uTJk9GlSxdkZmaiS5cumDp1apyugCAIgiCIuoAvBaVDhw6hZ8+eePHFF7nnb7vtNnz99dd477338Ntvv+G2227DX/7yF3z66afCMufOnYtLLrkEY8aMweLFizFmzBhcfPHF+Pnnn+N1GQRBEARBpDi+38JEURRMnToV5513XuRYt27dcMkll+C+++6LHOvduzfOOussPPLII9xyLrnkEpSVleGrr76KHDvzzDPRsGFDfPjhh1JtoS1MCIIgCCL1OOq2MBk4cCA+++wzbN26FaqqYsaMGVi9ejWGDx8uzDN37lycccYZumPDhw/HnDlzhHkqKipQVlam+48gCIIgiKOHlBSUXnjhBXTp0gWtWrVCRkYGzjzzTLz88ssYOHCgME9JSQkKCgp0xwoKClBSUiLMM2HCBOTn50f+a926tWfXQBAEQRCE/0lZQWnevHn47LPPsGDBAjzzzDO48cYbMX36dMt8iqLofquqajrGMn78eJSWlkb+27x5syftJwiCIAgiNUhLdgOccuTIEdxzzz2YOnUqRo4cCQDo0aMHiouL8fTTT2Po0KHcfM2bNzdpj3bu3GnSMrFkZmYiMzMz8ltz5yITHEEQBEGkDtq87cYtO+UEpaqqKlRVVSEQ0CvDgsEgQqGQMN9JJ52EadOm4bbbbosc+/bbbzFgwADpug8cOAAAZIIjCIIgiBTkwIEDyM/Pd5THl4LSwYMHsXbt2sjv9evXo7i4GI0aNUKbNm0waNAg3HHHHcjOzkZRURFmzpyJf/3rX3j22WcjecaOHYuWLVtiwoQJAIBbbrkFp556Kp588kmce+65+PTTTzF9+nTMnj1bul2FhYXYvHkz6tWrZ2myc0NZWRlat26NzZs304q6OEL9nBionxMD9XPioL5ODPHqZ1VVceDAARQWFrrK7DtmzJihAjD9d/nll6uqqqrbt29Xr7jiCrWwsFDNyspSjz32WPWZZ55RQ6FQpIxBgwZF0mt8/PHH6rHHHqump6ernTt3VidPnpzAq7KmtLRUBaCWlpYmuyl1GurnxED9nBionxMH9XVi8GM/+z6O0tECxWhKDNTPiYH6OTFQPycO6uvE4Md+TslVbwRBEARBEImABCWfkJmZiQceeEC3yo7wHurnxED9nBionxMH9XVi8GM/k+mNIAiCIAhCAGmUCIIgCIIgBJCgRBAEQRAEIYAEJYIgCIIgCAEkKBEEQRAEQQggQckHvPzyy2jXrh2ysrLQu3dv/Pjjj8lukm+YMGEC+vbti3r16qFZs2Y477zzsGrVKl0aVVXx4IMPorCwENnZ2Rg8eDCWL1+uS1NRUYG//OUvaNKkCXJzc3HOOedgy5YtujT79u3DmDFjkJ+fj/z8fIwZMwb79+/Xpdm0aRPOPvts5ObmokmTJrj55ptRWVkZl2tPJhMmTICiKLj11lsjx6ifvWHr1q247LLL0LhxY+Tk5OD444/HggULIuepn2Onuroa9957L9q1a4fs7Gy0b98eDz/8sG6bK+pnd8yaNQtnn302CgsLoSgKPvnkE915v/Xr0qVLMWjQIGRnZ6Nly5Z4+OGHne/3lqxIl0SYSZMmqenp6eobb7yhrlixQr3lllvU3NxcdePGjclumi8YPny4+vbbb6vLli1Ti4uL1ZEjR6pt2rRRDx48GEnzxBNPqPXq1VMnT56sLl26VL3kkkvUFi1aqGVlZZE0119/vdqyZUt12rRp6sKFC9UhQ4aoPXv2VKurqyNpzjzzTLVbt27qnDlz1Dlz5qjdunVTR40aFTlfXV2tduvWTR0yZIi6cOFCddq0aWphYaE6bty4xHRGgvjll1/Utm3bqj169FBvueWWyHHq59jZu3evWlRUpF5xxRXqzz//rK5fv16dPn26unbt2kga6ufYefTRR9XGjRurX3zxhbp+/Xr1448/VvPy8tTnnnsukob62R1ffvml+re//U2dPHmyCkCdOnWq7ryf+rW0tFQtKChQ//jHP6pLly5VJ0+erNarV099+umnHV0zCUpJpl+/fur111+vO9a5c2f17rvvTlKL/M3OnTtVAOrMmTNVVVXVUCikNm/eXH3iiSciacrLy9X8/Hz11VdfVVVVVffv36+mp6erkyZNiqTZunWrGggE1K+//lpVVVVdsWKFCkCdN29eJM3cuXNVAOrKlStVVQ0PEIFAQN26dWskzYcffqhmZmb6Ktx+LBw4cEA95phj1GnTpqmDBg2KCErUz95w1113qQMHDhSep372hpEjR6pXXXWV7tj555+vXnbZZaqqUj97hVFQ8lu/vvzyy2p+fr5aXl4eSTNhwgS1sLBQt+WZHWR6SyKVlZVYsGABzjjjDN3xM844A3PmzElSq/xNaWkpAKBRo0YAwhsml5SU6PowMzMTgwYNivThggULUFVVpUtTWFiIbt26RdLMnTsX+fn56N+/fyTNiSeeiPz8fF2abt266TZVHD58OCoqKnSmk1TmpptuwsiRIzF06FDdcepnb/jss8/Qp08fXHTRRWjWrBl69eqFN954I3Ke+tkbBg4ciO+++w6rV68GACxevBizZ8/GWWedBYD6OV74rV/nzp2LQYMG6YJXDh8+HNu2bcOGDRukryvNQR8QHrN7927U1NSgoKBAd7ygoAAlJSVJapV/UVUVt99+OwYOHIhu3boBQKSfeH24cePGSJqMjAw0bNjQlEbLX1JSgmbNmpnqbNasmS6NsZ6GDRsiIyOjTtyvSZMmYeHChfj1119N56ifvWHdunV45ZVXcPvtt+Oee+7BL7/8gptvvhmZmZkYO3Ys9bNH3HXXXSgtLUXnzp0RDAZRU1ODxx57DKNHjwZAz3O88Fu/lpSUoG3btqZ6tHPt2rWTui4SlHyAoii636qqmo4RwLhx47BkyRLMnj3bdM5NHxrT8NK7SZOKbN68Gbfccgu+/fZbZGVlCdNRP8dGKBRCnz598PjjjwMAevXqheXLl+OVV17B2LFjI+mon2Pjo48+wnvvvYcPPvgAXbt2RXFxMW699VYUFhbi8ssvj6Sjfo4PfupXXltEeUWQ6S2JNGnSBMFg0PRVsXPnTpOkfLTzl7/8BZ999hlmzJiBVq1aRY43b94cACz7sHnz5qisrMS+ffss0+zYscNU765du3RpjPXs27cPVVVVKX+/FixYgJ07d6J3795IS0tDWloaZs6ciRdeeAFpaWm6rzAW6mdntGjRAl26dNEdO+6447Bp0yYA9Dx7xR133IG7774bf/zjH9G9e3eMGTMGt912GyZMmACA+jle+K1feWl27twJwKz1soIEpSSSkZGB3r17Y9q0abrj06ZNw4ABA5LUKn+hqirGjRuHKVOm4PvvvzepStu1a4fmzZvr+rCyshIzZ86M9GHv3r2Rnp6uS7N9+3YsW7Yskuakk05CaWkpfvnll0ian3/+GaWlpbo0y5Ytw/bt2yNpvv32W2RmZqJ3797eX3wCOf3007F06VIUFxdH/uvTpw8uvfRSFBcXo3379tTPHnDyySebwlusXr0aRUVFAOh59orDhw8jENBPb8FgMBIegPo5PvitX0866STMmjVLFzLg22+/RWFhockkZ4m02zcRF7TwAG+++aa6YsUK9dZbb1Vzc3PVDRs2JLtpvuCGG25Q8/Pz1R9++EHdvn175L/Dhw9H0jzxxBNqfn6+OmXKFHXp0qXq6NGjuctRW7VqpU6fPl1duHChetppp3GXo/bo0UOdO3euOnfuXLV79+7c5ainn366unDhQnX69Olqq1atUnaZrx3sqjdVpX72gl9++UVNS0tTH3vsMXXNmjXq+++/r+bk5KjvvfdeJA31c+xcfvnlasuWLSPhAaZMmaI2adJEvfPOOyNpqJ/dceDAAXXRokXqokWLVADqs88+qy5atCgS0sZP/bp//361oKBAHT16tLp06VJ1ypQpav369Sk8QCry0ksvqUVFRer/t3d/IU3tARzAv/Pfttp0btZGmYY11jDTLEQfkgyLINEIIWKUISRG00XQQ/9s9dBDDy5mRYglBWP2UkQ9hA9m0yD7RywJxEI3KyoooYfNhe13H6Ldu7ud7q1O17x9P3Aezvn9zu939nsYX87vnN/JyMgQpaWlsVff6fPrp8m27u7uWJ1oNCqOHj0qTCaTUCqVorKyUjx58iSunXA4LOx2u9Dr9UKtVouamhoRDAbj6rx7907YbDah1WqFVqsVNptNTE5OxtUJBAJi06ZNQq1WC71eL+x2e9yrp/8nfw9KHGd5XL9+XSxfvlwolUqxbNky0dnZGVfOcf5xHz58EA6HQ+Tl5QmVSiUKCgrEoUOHRCQSidXhOH+fW7duJf1PbmhoEEL8euPq9/vFmjVrhFKpFCaTSTidzm9aGkAIIRRCfOsSlURERES/Bz6jRERERCSBQYmIiIhIAoMSERERkQQGJSIiIiIJDEpEREREEhiUiIiIiCQwKBERERFJYFAiolnF6XSipKRkxvo/cuQImpqaZGuvvr4e7e3tsrVHRPLigpNE9Mv4py96NzQ04PTp04hEIjAYDP/RVf3pzZs3MJvN8Pv93/atqK/w+/2oqqrC2NgYMjMzZWmTiOSTNtMXQET0xV8/cHn58mW0tbXFfURWrVZDo9FAo9HMxOXh/PnzqKiokC0kAcCKFSuwePFieDwe7N69W7Z2iUgenHojol+GyWSKbVlZWVAoFAnH/j71tnPnTmzevBknTpyA0WiETqfDsWPHMD09jf3790Ov1yM3NxcXLlyI6+vly5fYunUrsrOzYTAYUFdXh/Hx8a9eX09PD2pra+OOrV27Fna7HXa7HTqdDgaDAYcPH8Zfb9afPXsWZrMZKpUKRqMR9fX1cW3U1tbC6/V+36AR0U/FoEREs15fXx9evXoFn8+H9vZ2OJ1O1NTUIDs7G0NDQ2hubkZzczMmJiYAAKFQCFVVVdBoNPD5fBgcHIRGo8HGjRvx8ePHpH1MTk5ieHgYq1evTii7ePEi0tLSMDQ0BLfbDZfLha6uLgDAgwcP0NraiuPHj2NkZAQ3b95EZWVl3PllZWW4d+8eIpGIzCNDRD+KQYmIZj29Xg+32w2LxYLGxkZYLBaEQiEcPHgQZrMZBw4cQEZGBu7cuQPg852hlJQUdHV1oaioCFarFd3d3QgGg+jv70/aRyAQgBACCxYsSChbtGgRXC4XLBYLbDYbWlpa4HK5AADBYBBz585FTU0N8vPzsXLlSrS2tsadv3DhQkQiEbx+/VregSGiH8agRESzXmFhIVJS/vw7MxqNKCoqiu2npqbCYDDg7du3AICHDx/i2bNn0Gq1sWee9Ho9pqam8Pz586R9hMNhAIBKpUooKy8vj3sQvaKiAqOjo/j06RPWr1+P/Px8FBQUYPv27fB4PAiFQnHnq9VqAEg4TkQzjw9zE9Gsl56eHrevUCiSHotGowCAaDSKVatWwePxJLQ1b968pH3k5OQA+DwFJ1UnGa1Wi0ePHqG/vx+9vb1oa2uD0+nE/fv3odPpAADv37//at9ENHN4R4mIfjulpaUYHR3F/PnzsXTp0rgtKysr6TlLlixBZmYmnj59mlB29+7dhH2z2YzU1FQAQFpaGqqrq3Hy5En4/X6Mj4+jr68vVn94eBi5ubmxMEZEvw4GJSL67dhsNuTk5KCurg4DAwMYGxvD7du34XA48OLFi6TnpKSkoLq6GoODgwllExMT2LdvH0ZGRuD1etHR0QGHwwEAuHHjBtxuNx4/foxAIIBLly4hGo3CYrHEzh8YGMCGDRt+zo8loh/CoEREv505c+bA5/MhLy8PW7ZsgdVqRWNjI8Lh8FcXfWxqakJPT09sCu+LHTt2IBwOo6ysDHv27EFLS0ts9W6dTocrV65g3bp1sFqtOHfuHLxeLwoLCwEAU1NTuHr1Knbt2vXzfjARfTeuzE1E9C8JIVBeXo69e/di27ZtAD6vo1RSUoJTp059V5tnzpzBtWvX0NvbK+OVEpFceEeJiOhfUigU6OzsxPT0tGxtpqeno6OjQ7b2iEhefOuNiOgbFBcXo7i4WLb25PzALhHJj1NvRERERBI49UZEREQkgUGJiIiISAKDEhEREZEEBiUiIiIiCQxKRERERBIYlIiIiIgkMCgRERERSWBQIiIiIpLAoEREREQk4Q/dVpgjaoYJ7gAAAABJRU5ErkJggg==", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Extracting \"Major Groove\" of 20 to 30 base-steps\n", "maj_groove, bp_idx = pdna.get_parameters('major groove',[20,30], bp_range=True)\n", "\n", "# Major Groove vs Time for 22nd base-step\n", "plt.title('22nd bp')\n", "plt.plot(pdna.time, maj_groove[2]) # index is 2 for 22nd base-step: (20 + 2)\n", "plt.xlabel('Time (ps)')\n", "plt.ylabel('Major Groove ($\\AA$)')\n", "plt.show()\n", "\n", "# Average Major Groove vs Time for segment 20-30 base-step\n", "avg_maj_groove = np.mean(maj_groove, axis=0) # Calculation of mean using mean function of numpy\n", "plt.title('20-30 bp segment')\n", "plt.plot(pdna.time, avg_maj_groove)\n", "plt.xlabel('Time (ps)')\n", "plt.ylabel('Major Groove ($\\AA$)')\n", "plt.show()\n", "\n", "# Average Major Groove vs Time for segment 24-28 base-step\n", "# index of 24th base-step is 4 (20 + 4). index of 28th base-step is 8 (20 + 8)\n", "avg_maj_groove = np.mean(maj_groove[4:8], axis=0) \n", "plt.title('24-28 bp segment')\n", "plt.plot(pdna.time, avg_maj_groove)\n", "plt.xlabel('Time (ps)')\n", "plt.ylabel('Major Groove ($\\AA$)')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Local major and minor grooves as a function of time (using provided functions)\n", "\n", "Above examples show the method to extract the values from the DNA object. However, [dnaMD.DNA.time_vs_parameter(...)](http://do-x3dna.readthedocs.io/en/latest/dna_class_api.html#dnaMD.dnaMD.DNA.time_vs_parameter) function could be use to get parameter values as a function of time for the given base-pairs/step or segment\n", "\n", "---" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Refined Major Groove vs Time for 22nd bp\n", "plt.title('Refined Major Groove for 22nd bp')\n", "time, value = pdna.time_vs_parameter('major groove refined', [22])\n", "plt.plot(time, value)\n", "plt.xlabel('Time (ps)')\n", "plt.ylabel('Major Groove ($\\AA$)')\n", "plt.show()\n", "\n", "# Refined Minor Groove vs Time for 25-40 bp segment\n", "plt.title('Refined Minor Groove for 25-40 bp segment')\n", "# Bound DNA\n", "# Here, Refined Minor Groove for a given segment is conisederd as average over the base-steps\n", "time, value = pdna.time_vs_parameter('minor groove refined', [25, 40], merge=True, merge_method='mean')\n", "plt.plot(time, value, label='bound DNA', c='k') # balck color => bound DNA\n", "# Free DNA\n", "time, value = fdna.time_vs_parameter('minor groove refined', [25, 40], merge=True, merge_method='mean')\n", "plt.plot(time, value, label='free DNA', c='r') # red color => free DNA\n", "\n", "plt.xlabel('Time (ps)')\n", "plt.ylabel('Refined Minor Groove ( $\\AA$)')\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Distribution of major and minor grooves during MD simulations\n", "\n", "* As shown in above plot of Time vs Refined Minor Groove, comparison between bound and free DNA is very difficult. Therefore, to compare the parameters of either different DNAs or same DNAs in different environment or different segment of same DNAs, the distribution of parameters over the MD trajectory are sometime useful.\n", "\n", "\n", "* The distribution could be calculated using the function [dnaMD.DNA.parameter_distribution(...)](http://do-x3dna.readthedocs.io/en/latest/dna_class_api.html#dnaMD.dnaMD.DNA.parameter_distribution) as shown in the following examples.\n", "\n", "\n", "* The normalized distribution is calculated using [numpy.histogram(...)](http://docs.scipy.org/doc/numpy/reference/generated/numpy.histogram.html).\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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pvFyiRAn07NkT169fR0pKikyZPXv2VPr55NSjRw+YmJhIb5MmTcqzT+5znD9/HgDXJJJT7969YWlpKa3elvwNcu9Xr149eHl5yVSDDx8+HFevXpW5dnbs2IG6detKR4GcOnUKWVlZGDJkiMzf3szMDM2bNy90tM+FCxfQunVrODg4SLcZGxujb9++BR4niTkuLg79+/fHX3/9hQ8fPhR6TG62trZo1aqVwvv36NEDZmZm0t+trKzQuXNnXLx4UaapgW+qXIddunSR+b169epIS0tDTEyM0udX5roBlH9dJRhjGDlyJC5duoTdu3fDxcVF5vFFixZh7NixaNmyJTp06IB169bhl19+wcWLF/HXX39J98t5LWZlZUlHHIaHh2PmzJlYvny5zDWXn4LeTxR5r7GyssrzdxgwYADEYjEuXrwos13Va6tevXq4d+8exo0bh1OnTuVpSk5LS8O5c+fQvXt3WFhY5Pl8SEtLkzbF//fff/D29s7T56x///5yz+3k5ITatWtLfy9VqhTs7e1Rs2ZNODs7S7d7eXkB+Pq+qkxMEvKu55xlagslN0Wwe/du3Lp1C+fPn8e3336L0NBQmYtN0vdm2rRpMh+KJiYmGDduHACo9MYPAHZ2dnm2iUQipKamypz//v37ec5tZWUFxpj03B8/foRQKMxTpqOjo0qxjRw5Enfv3sXixYsRGxub541XEbljkYwMkTy/jx8/AoDcUWTOzs4Qi8X4/PmzzHZFR5y5urrK/cdcuXIlbt26hVu3buV7bO5zSF7b3J3CBQIBHB0dpc+jsOcjeRzgklCRSCTto/L48WPcunVLphO75NqrW7dunr9/UFBQodfdx48f5f79FbkmBg8ejO3btyM8PBw9e/aEvb096tevjzNnzhR6rISyowPzizUjIwNJSUlKlaUMVa7Dwq5tPs+f87rJb7/CMMYwatQo7NmzBzt37kTXrl0VOm7QoEEAIPNhmPta3LVrFwBg/Pjx8Pb2Rs+ePREXF4e4uDhpUpiUlCTTJ8nOzi7P8wKAT58+AeA+yAsjL4GSXEO5y1b12po5cyZWrFiB69evw9/fH3Z2dmjdurV0aPvHjx+RlZWFdevW5XldOnToAAAy79HyYs4vEZT3GpiamubZbmpqCoBLapSNSYLP65lPNFqqCLy8vKSdiFu2bIns7Gxs3boVBw8eRK9evVC6dGkA3EXeo0cPuWV4eHioLb7SpUvD3Nw8TwffnI8D3MWZlZWFjx8/ylyo0dHRKp23cePG8PDwwMKFC9G2bds83/L4IIkzKioqz2ORkZEwMjLKM5pJ0dqjtm3bYsOGDbh9+7b07wugwE7I+Z1D8trGxsbKJDiMMURHR6Nu3bp5no+kc3nO5yP5WwHct++uXbti9+7dWLRoEXbs2AEzMzOZxFqy/8GDB1G+fHmFnnfuuOX9/RW9JoYPH47hw4cjOTkZFy9exLx589CpUyc8e/ZMoXiUrenLL1ZTU1OUKFECAGBmZob09PQ8+6n6BQNQ7TrkkzLXDaD86ypJbHbs2IFt27ZJExZl5KzRyv3FwN3dHQA3Eiw8PFzua9WyZUvY2NhIO+D7+PjgwYMHefaTbFNkDpvcgz6Ar9dQ7g9rRa4teYRCIaZOnYqpU6ciLi4OZ8+exaxZs9CuXTu8efMGtra2MDY2xuDBgzF+/Hi5ZUheHzs7uwJj5osyMRV3VHPDo2XLlsHW1hZz586FWCyGh4cHKleujHv37qFOnTpyb1ZWVmqLp1OnTnj58iXs7OzknlsycqRly5YAkGeOin379ql87jlz5qBz5874/vvvVS6jIB4eHihbtiz27dsnM5lecnIyDh06JB25ooopU6bAwsIC48ePR2JiYpHilAzrzz0E/tChQ0hOTpY+LmkqyL3frVu3EBoammd6gOHDhyMyMhInTpzAnj170L17d5k5Rdq1awehUIiXL1/me+0VpGXLljh37pzMG2p2djaCgoKUev6Wlpbw9/fH7NmzkZGRgUePHgHg/9vd4cOHpd8+ASAxMRHHjh1D06ZNpc2bbm5uiImJkXlOGRkZOHXqVJ7ycteC5ked16EilL1ulMEYw+jRo7Fjxw5s2bJF6ektJLUyOYeH574GJYnEH3/8gQsXLsjcZsyYAQDYvHkzjh8/Li2je/fuePLkicyQ76ysLOzZswf169eXaXbJT2JiIo4ePSqzbd++fTAyMkKzZs1ktitybRWmZMmS6NWrF8aPH49Pnz7h9evXsLCwQMuWLREcHIzq1avL/R+VvD7NmzfHw4cP8fjxY5ly//jjD4XOryhlYlKGov9PfKKaGx7Z2tpi5syZ+OGHH7Bv3z4MGjQIW7Zsgb+/P9q1a4dhw4ahbNmy+PTpE0JDQ3H37l0cOHBAbfF89913OHToEJo1a4YpU6agevXqEIvFiIiIwOnTp/H999+jfv368PPzQ7NmzfDDDz8gOTkZderUwZUrV/C///1P5XMPGjRIpW95ijIyMsKyZcswcOBAdOrUCd9++y3S09OxfPlyxMXF4ZdfflG57IoVKyIwMBD9+/eHj48Pxo4dK53ELyYmBqdPnwaAfIeq5tS2bVu0a9cOM2bMQEJCAho3boz79+9j3rx58PX1xeDBgwFwH5LffPMN1q1bByMjI/j7++P169f46aef4OLigilTpsiU6+fnh3LlymHcuHGIjo7O88Hj5uaGhQsXYvbs2Xj16pW0T9j79+9x8+ZNWFpaYsGCBfnGPWfOHBw9ehStWrXC3LlzYWFhgQ0bNuSZQkCe0aNHw9zcHI0bN4aTkxOio6MREBAAGxsbaU2V5Nv1b7/9BisrK5iZmcHd3V2lN06A6w/Utm1bTJ06FWKxGEuXLkVCQoLMc+zbty/mzp2Lfv36Yfr06UhLS8PatWvl9pvw8fHBv//+i2PHjsHJyQlWVlZya1nVeR0qQtnrRhmTJk3Ctm3bMGLECPj4+Mg0L4lEIvj6+gLghlQvXrwY3bt3R4UKFZCWloZ//vkHv/32G1q1aoXOnTsXei558+NIpr+oXbu2TDI+YsQIbNiwAb1798Yvv/wCe3t7bNy4EU+fPsXZs2cVem52dnYYO3YsIiIiUKVKFZw4cQK///47xo4dC1dXV5l9Fbm25OncubN0LrQyZcogPDwcq1evRvny5VG5cmUAwJo1a9CkSRM0bdoUY8eOhZubGxITE/HixQscO3ZM2mfvu+++w/bt2+Hv74+FCxfCwcEB+/btw5MnTwDI1o4VlaIxKcPHxweHDx/Gpk2bULt2bRgZGRX6BavINNp9WU/k14ufMcZSU1PzDIW7d+8e69OnD7O3t2cmJibM0dGRtWrVim3evFl6nLKjpapVq5bn3PJGgyQlJbE5c+YwDw8PZmpqKh3iN2XKFJmRMHFxcWzEiBGsZMmSzMLCgrVt21Y6jFuZ0VIFUWa0lLyy5MVy5MgRVr9+fWZmZsYsLS1Z69at2ZUrV2T2kTfKRBEvX75kEydOZB4eHszc3JyJRCJWvnx51rt3b/bnn3/KjG4p6BypqalsxowZrHz58szExIQ5OTmxsWPHss+fP8vsl52dzZYuXcqqVKnCTExMWOnSpdmgQYOkQ35zmzVrlnSoan4jUo4cOcJatmzJrK2tpfH36tWLnT17ttDnf+XKFelQUUdHRzZ9+nT222+/FTpaateuXaxly5bMwcGBmZqaMmdnZ9anTx92//59mfJXr17N3N3dmbGxsczUCPld3/LOJbleli5dyhYsWMDKlSvHTE1Nma+vr9whwSdOnGA1a9Zk5ubmrEKFCmz9+vVyR0uFhISwxo0bMwsLCwZAek55Q8EZK9p1KO9/XJ78jlf0uinodZWnfPnyDIDcW873mefPn7MOHTqwsmXLMpFIxMzMzJiPjw9bvHixzFQHyirofTY6OpoNGTKElSpVSjq68cyZMwqVK3kd/v33X1anTh0mEomYk5MTmzVrlsyoVmWvrdxWrlzJGjVqxEqXLs1MTU2Zq6srGzlyJHv9+rXMfmFhYWzEiBGsbNmyzMTEhJUpU4Y1atSILVq0SGa/hw8fsjZt2jAzMzNWqlQpNnLkSLZr1y4GgN27dy/P88utfPnyrGPHjnm2I9cQeEVjkvwvHDhwIM+xOf+fGWPs06dPrFevXqxkyZJMIBDk+X9TBwFjBrhADiGEEFKA169fw93dHcuXL8e0adO0HY5c33zzDQIDA/Hx40dp52DCoWYpQgghpJhbuHAhnJ2dUaFCBSQlJeH48ePYunUr5syZQ4mNHJTcEEIIIcWciYkJli9fjrdv3yIrKwuVK1fGqlWr5K6/RQBqliKEEEKIXqGh4IQQQgjRK5TcEEIIIUSvUHJDCCGEEL1icB2KxWIxIiMjYWVlpfRU5IQQQgjRDsYYEhMT4ezsXOjEhQaX3ERGRqplrSNCCCGEqN+bN2/yrKWWm8ElN5K1nN68eaPQ9PmEEEII0b6EhAS4uLgotCajwSU3kqYoa2trSm4IIYQQHaNIlxLqUEwIIYQQvULJDSGEEEL0CiU3hBBCCNErBtfnhhBCSPEnFouRkZGh7TCIhpmamhY6zFsRlNwQQggpVjIyMhAWFgaxWKztUIiGGRkZwd3dvcgrnVNyQwghpNhgjCEqKgrGxsZwcXHh5Vs80Q2SSXajoqLg6upapIl2KbkhhBBSbGRlZSElJQXOzs6wsLDQdjhEw8qUKYPIyEhkZWXBxMRE5XIoJSaEEFJsZGdnA0CRmyWIbpL83SXXgaoouSGEEFLs0Np/homvvzslN4QQQgjRK5TcEEIIIUXUokULfPfdd9oOI19ubm5YvXq1tsPQGEpuCCGEEAM3f/58CAQCCAQCCIVClC5dGs2aNcPq1auRnp4us2+LFi0gEAjwxx9/yGxfvXo13Nzc8pSdmpoKW1tblCpVCqmpqep8GlKU3BBCSDGTkZEBxhhv5aWkpPBWFtFf1apVQ1RUFCIiInDhwgX07t0bAQEBaNSoERITE2X2NTMzw5w5c5CZmVlouYcOHYK3tzeqVq2Kw4cPqyt8GZTcEEJIMfL69Ws4OTlh4MCBvJQ3f/582NjY4OrVq7yUR/KXlZWFCRMmoGTJkrCzs8OcOXNkktTPnz9jyJAhsLW1hYWFBfz9/fH8+XPp4/Pnz0fNmjVlysxdGzJs2DB069YNK1asgJOTE+zs7DB+/HiZJCMmJgadO3eGubk53N3dsXfvXoXiFwqFcHR0hLOzM3x8fDBx4kT8999/ePjwIZYuXSqzb//+/REfH4/ff/+90HK3bduGQYMGYdCgQdi2bZtCsRQVJTeEEFKMbN26FZ8+fcKRI0eKPBwWAI4cOYKsrCzcuHGDh+g0jzGG5ORkrdyUrT3btWsXhEIhbty4gbVr1+LXX3/F1q1bpY8PGzYMt2/fxtGjR3Ht2jUwxtChQweFaj9yunDhAl6+fIkLFy5g165d2LlzJ3bu3ClzntevX+P8+fM4ePAgNm7ciJiYGKXOIeHp6Ql/f/88NS7W1taYNWsWFi5ciOTk5HyPf/nyJa5du4Y+ffqgT58+uHr1Kl69eqVSLMqgSfwIIaSYEIvF+N///geA66fw/PlzeHp6qlxeRkYGHj9+DICrNdBFKSkpKFGihFbOnZSUBEtLS4X3d3Fxwa+//gqBQAAPDw88ePAAv/76K0aPHo3nz5/j6NGjuHLlCho1agQA2Lt3L1xcXHDkyBH07t1b4fPY2tpi/fr1MDY2hqenJzp27Ihz585h9OjRePbsGf755x9cv34d9evXB8DVnHh5eSn35HPw9PTE6dOn82wfN24c1qxZg1WrVuGnn36Se+z27dvh7+8PW1tbAED79u2xfft2LFq0SOV4FEE1N4QQko/MzEzcuHFD6W/Wqrp48SIiIiKkv9+/f79I5T19+lQae1xcXJHKIoVr0KCBzDwtDRs2xPPnz5GdnY3Q0FAIhUJpwgEAdnZ28PDwQGhoqFLnqVatGoyNjaW/Ozk5SWtmJOepU6eO9HFPT0+ULFlSxWfF1Z7Jm39GJBJh4cKFWL58OT58+JDn8ezsbOzatQuDBg2Sbhs0aBB27drFS61kQajmhhBC8rFixQrMmjULjRs3xv79++Hs7KzW80lqbSTu3buHPn36qFzevXv3pPd1tebGwsICSUlJWjs3X/Jr4sqZOBgZGeXZT15inXtZAoFAIF1kVHI8n5MghoaGwt3dXe5jgwYNwooVK7Bo0aI8I6VOnTqFd+/eoW/fvjLbs7Ozcfr0afj7+/MWY25Uc0MIIfm4desWAODKlSuoVasWLl68qLZzpaSk4MCBAwAgTWhyJieq0IfkRiAQwNLSUis3ZROE69ev5/m9cuXKMDY2RtWqVfP0ffr48SOePXsmbTIqU6YMoqOjZRKckJAQpWLw8vJCVlYWbt++Ld329OlTlWvunjx5gpMnT6Jnz55yHzcyMkJAQAA2bdqE169fyzy2bds29OvXDyEhITK3gQMHqr1jMSU3hBCSD0nHR1tbW7x//x6tWrXCr7/+yuswbYm//voLiYmJcHNzw/jx4wFQcqNr3rx5g6lTp+Lp06cIDAzEunXrMHnyZABA5cqV0bVrV4wePRqXL1/GvXv3MGjQIJQtWxZdu3YFwM0fExsbi2XLluHly5fYsGED/vnnH6Vi8PDwQPv27TF69GjcuHEDd+7cwahRo2Bubl7osVlZWYiOjkZkZCQePHiAdevWoXnz5qhZsyamT5+e73EdO3ZE/fr1sWXLFum22NhYHDt2DEOHDoW3t7fMbejQoTh69ChiY2OVem7KoOSGEELkYIzh5cuXAIAzZ85gwIAByM7OxtSpU9GvXz/em0okTVKDBw9GjRo1AABv377Fp0+fVC6TkhvNGjJkCFJTU1GvXj2MHz8eEydOxDfffCN9fMeOHahduzY6deqEhg0bgjGGEydOSJuZvLy8sHHjRmzYsAE1atTAzZs3MW3aNKXj2LFjB1xcXNC8eXP06NED33zzDezt7Qs97tGjR3BycoKrqytatGiB/fv3Y+bMmbh06VKhnbqXLl2KtLQ06e+7d++GpaUlWrdunWffli1bwsrKKk8zLJ8ETB1fQYqxhIQE2NjYID4+HtbW1toOhxBSTMXGxsLe3h4CgQApKSkQiUTYsGEDpkyZgqysLHh5eeHw4cNFGs0kER0djbJly0IsFuPZs2eoXLky3N3d8fr1a1y4cAEtWrRQusz379/D0dFR+ruTkxMiIyOLHKu6paWlISwsDO7u7jAzM9N2OETDCvr7K/P5TTU3hBAih6TWpmzZsjAzM4NAIMCECRPw33//wcnJCaGhoahXrx4vM67u27cPYrEYDRo0QOXKlQFAWnujatOU5DjJUGaquSGGRKvJzcWLF9G5c2c4OztDIBDgyJEjCh975coVCIXCPLM5EkIIHyT9bSpUqCCzvVGjRrh79y6aNWuGxMRE9OzZEzNmzEBWVpbK55JUzw8ZMkS6ja/kpnHjxgC4b8Q5mw0I0WdaTW6Sk5NRo0YNrF+/Xqnj4uPjMWTIELlteYQQwgdJzU3FihXzPObo6IizZ89i6tSpAIBly5bBz89PpX449+/fR0hICExMTGSGzFavXh1A0ZObJk2awMiIe6un2htiKLSa3Pj7+2PRokXo0aOHUsd9++23GDBgABo2bKimyAghhi6/mhsJExMTrFy5EkFBQbC0tMSFCxcwa9Yspc8jqbXp1KkTSpUqJd0uqbl59OiRSrVCkuSmZs2asLGxAUDJDTEcOtfnZseOHXj58iXmzZun7VAIIXqsoJqbnPr06SPtd7N+/fo8c50UJDs7W7qoYc4mKYBLqkqUKIH09HQ8e/ZMmdCRnp6OJ0+eAOCSJMnU9zRLMTEUOpXcPH/+HD/++CP27t0LoVCxyZXT09ORkJAgcyOEkMIUVnOTk5+fH4YOHQrGGEaNGoWMjAyFznHu3DlERUWhVKlS6NChg8xjRkZG8PHxAaB801RoaCiysrJQsmRJuLi4SJMbqrkhhkJnkpvs7GwMGDAACxYsQJUqVRQ+LiAgADY2NtKbi4uLGqMkhOiD1NRUvHv3DkDhNTcSK1euRJkyZfDo0SMsXbpUoWMkTVL9+vWDqalpnsdV7VQs2b9GjRoQCASU3BCDozPJTWJiIm7fvo0JEyZAKBRCKBRi4cKFuHfvHoRCIc6fPy/3uJkzZyI+Pl56e/PmjYYjJ4ToGsk08lZWVrCzs1PoGDs7O6xZswYAsGjRokIXQ0xMTJQ2Z+VukpIoanIj6ZRMyQ0xNDqzcKa1tTUePHggs23jxo04f/48Dh48mO+iXiKRCCKRSBMhEkL0RM7+NsqsL9SvXz/s2bMHJ06cwOjRo3Hx4kXpSKXcDh8+jJSUFFSuXBn16tWTu4+qI6Zy1twAkK4ITckNMRRarblJSkqSLqQFAGFhYQgJCUFERAQArtZF8o3GyMgoz/oU9vb2MDMzg7e3t3SiKkIIKSpl+tvkJBAIsGnTJlhaWuLKlSsya+3klnNum/wSKEmfm6ioKIXX4WGM5UluqEOx+jHG8M0336BUqVIQCARKL3hJ+KXV5Ob27dvw9fWFr68vAGDq1Knw9fXF3LlzAXD/0JJEhxBCNEXRkVLyuLq6IiAgAAAwY8YMvH37Ns8+b968kTalDxo0KN+yrKyspDHcv39fofNHRUXh48ePMDIyQrVq1QBQs5QmnDx5Ejt37sTx48cRFRUFb29vjZ6/RYsWEAgEEAgEEIlEKFu2LDp37ix3Bm2BQAAzMzOEh4fLbO/WrRuGDRuWZ/+rV6/C2NgY7du3V1f4vNNqctOiRQswxvLcdu7cCQDYuXMn/v3333yPnz9/PmXHhBDeqVpzIzFu3Dg0aNAAiYmJGD9+fJ5VxPfu3QvGGJo1awY3N7cCy1K2341kPw8PD+lK0JTcqN/Lly/h5OSERo0awdHRUe6IXkVH0alq9OjRiIqKwosXL3Do0CFUrVoV/fr1k1m8U0IgEEgrEgqzfft2TJw4EZcvX9aZCged6VBMCCGaUpSaGwAwNjbG1q1bYWJigqNHj+LQoUPSxxhjcpdbyI+qyY3kOICSG3UbNmwYJk6ciIiICAgEAmnC2qJFC0yYMAFTp05F6dKl0bZtWwDA48eP0aFDB5QoUQIODg4YPHgwPnz4IC2PMYZly5ahQoUKMDc3R40aNXDw4MFC47CwsICjoyNcXFzQoEEDLF26FFu2bMHvv/+Os2fPyuw7ceJE7NmzJ09f1tySk5Oxf/9+jB07Fp06dZJWPhR3lNwQQkgOYrEYYWFhAFSvuQGAatWqYebMmQCACRMmSBOLu3fv4vHjxzAzM0OvXr0KLUfV5EbSGRnQ8Q7FjAHJydq55apxy8+aNWuwcOFClCtXDlFRUbh165b0sV27dkEoFEr7YEVFRaF58+aoWbMmbt++jZMnT+L9+/fo06eP9Jg5c+Zgx44d2LRpEx49eoQpU6Zg0KBB+O+//5R++YYOHQpbW9s8zVONGjVCp06dpNdofoKCguDh4QEPDw8MGjQIO3bsyFMTWRzpzGgpQgjRhKioKKSlpcHY2Biurq5FKmvWrFnYv38/njx5gunTp2Pr1q3YvXs3AKBr167SZREKIklSHj9+jIyMDLnz4eRUUM2NTnYoTkkBSpTQzrmTkgAFBqvY2NjAysoKxsbGcHR0lHmsUqVKWLZsmfT3uXPnolatWliyZIl02/bt2+Hi4oJnz56hbNmyWLVqFc6fPy9dYqhChQq4fPkytmzZgubNmyv1FIyMjFClShXp9AY5BQQEoHr16rh06RKaNm0q9/ht27ZJ+4W1b98eSUlJOHfuHNq0aaNUHJpGNTeEEJKDpL+Nq6srTExMilSWSCTC77//DoD7kDh9+jQCAwMBKNYkBQBubm6wtrZGZmYmnj59WuC+aWlp0n2oWap4qFOnjszvd+7cwYULF1CiRAnpzdPTEwDXHPr48WOkpaWhbdu2Mvvs3r1b2lyqLMaY3BF5VatWxZAhQzBjxgy5xz19+hQ3b95Ev379AABCoRB9+/bF9u3bVYpDk6jmhhBCcihqf5vcmjRpgrFjx2LTpk3o0aMHkpOTYW9vDz8/P4WOFwgEqF69Oi5fvox79+5Jh4fL8+jRI4jFYtjZ2cHZ2Vm6XZLcJCUlITMzs8hJm0ZZWHA1KNo6dxHlnqZELBajc+fOcmexdnJywsOHDwEAf//9N8qWLSvzuCpztmVnZ+P58+eoW7eu3Mcls/4fOXIkz2Pbtm1DVlaWTByMMZiYmODz58/S66o4ouSGEEJyKOpIKXkCAgJw9OhR6ZIOAwYMUHh9PICrhZEkNwUNHc+97IKEpM8NwDVNlSlTRslnoEUCgUJNQ7qiVq1aOHToENzc3OReA1WrVoVIJEJERITSTVDy7Nq1C58/f0bPnj3lPu7i4oIJEyZg1qxZMgl9VlYWdu/ejZUrV+ZJxHv27Im9e/diwoQJRY5PXahZihBCcuC75gbg+mRs3LhR+ruiTVISinYqltffBuBGb1lbWwOgpiltGz9+PD59+oT+/fvj5s2bePXqFU6fPo0RI0YgOzsbVlZWmDZtGqZMmYJdu3bh5cuXCA4OxoYNG7Br164Cy05JSUF0dDTevn2LGzduYMaMGRgzZgzGjh2Lli1b5nvczJkzERkZKTOi6vjx4/j8+TNGjhyZZwLdXr16Ydu2bby9JupAyQ0hhOSgjpobAOjSpQtWr16N5cuXo2bNmkodq2xyk3OklISk9kYnOxXrEWdnZ1y5cgXZ2dlo164dvL29MXnyZNjY2EiX6vj5558xd+5cBAQEwMvLC+3atcOxY8fyXWZI4vfff4eTkxMqVqyI7t274/HjxwgKCpJJrOUpVaoUZsyYgbS0NOm2bdu2oU2bNnI7vffs2RMhISG4e/euCq+AZgiYLozp4lFCQgJsbGwQHx8v/SZDCCES9vb2iI2Nxd27d6Wzp2tbcnIyrKyswBhDdHQ0HBwc8uzDGIOdnR0+f/4sN/aaNWvi3r17OHnyJNq1a6ep0JWWlpaGsLAwuLu7w8zMTNvhEA0r6O+vzOc31dwQQsgXiYmJ0jWc+K65KQpLS0tUrlwZQP61N2/fvsXnz58hFApRtWrVPI/TiCliSCi5IYSQLyRNUnZ2dgrNQaNJhTVNSbZ7enrKHVVDyQ0xJJTcEELIF+rqb8MHRZOb3J2JJSi5IYaEkhtCCPlCHSOl+FLU5IY6FBNDQskNIYR8oQs1N0+ePEF6enqexwsaKQXoXs2NgY11IV/w9Xen5IYQQr4ozjU35cqVQ8mSJZGVlYXQ0FCZx1JSUvD8+XMAut8sZWxsDADIyMjQciREGyR/d8l1oCqaoZgQQr4ozjU3AoEANWrUwH///Yd79+7JzJXz8OFDMMZgb2+fZ+FGCV1JboRCISwsLBAbGwsTExPp3C9E/4nFYsTGxsLCwkKpGbzloeSGEELATTcvWTm5ONbcAJBJbnIqrL8NoDvJjUAggJOTE8LCwhAeHq7tcIiGGRkZwdXVVe5Cn8qg5IYQQsDNE5OVlQVTU1OZRSeLk/w6FSuS3OhSh2JTU1NUrlyZmqYMkKmpKS+1dZTcEEIIvva3cXd3L3J7v7rkTG4YY9Jvt/pUcyNhZGREMxQTlVFjJiGEoHj3t5GoWrUqjIyM8PHjR0RFRQHgRpfcv38fQP4jpYCvyU18fDzEYrH6gyVEiyi5IYQQFO+RUhLm5ubw8PAA8LW2Jjw8HAkJCTAxMYGnp2e+x0qSG8YY4uPj1R8sIVpEyQ0hhEA3am6AvP1uJD+rVq0KU1PTfI8zNTWFhYUFAN1pmiJEVZTcEEIIviY3xbnmBsg/uSmov42ELnUqJqQoKLkhhBB8bZbS1ZobRZIbXetUTIiqKLkhhBi8z58/S2szdCW5efr0KdLS0qSdiSm5IeQrSm4IIQZPUmvj6Ogo7ZdSXDk5OcHOzg5isRg3btyQxl7QSCkJSm6IoaDkhhBi8HSlvw3wdRkGANi7dy8YY3ByckKZMmUKPZaSG2IoKLkhhBg8XelvIyFJbvbv3y/ze2GoQzExFJTcEEIMni7V3ABfkxnJfDWKJjdUc0MMBSU3hBCDp6s1N/n9nh9KboihoOSGEGLwdK3mxsvLC0Lh16UBKbkhRBYlN4QQg5aRkYE3b94A0J2aG5FIJF1qQSQSoUqVKgodR8kNMRSU3BBCDFp4eDjEYjEsLCzg4OCg7XAUJqmtqVatmkwtTkGoQzExFJTcEEIMWs7+NgKBQMvRKK5p06YyPxVBNTfEUCiW7hNCiJ7Stf42EqNGjYKzszNatGih8DE5kxvGmE4lc4QoQ6s1NxcvXkTnzp3h7OwMgUCAI0eOFLj/4cOH0bZtW5QpUwbW1tZo2LAhTp06pZlgCSF6SddGSkkYGxujc+fOsLKyUvgYSXKTnZ2NpKQkdYVGiNZpNblJTk5GjRo1sH79eoX2v3jxItq2bYsTJ07gzp07aNmyJTp37ozg4GA1R0oI0Ve6WnOjCnNzc5iamgKgpimi37TaLOXv7w9/f3+F91+9erXM70uWLMFff/2FY8eOwdfXl+foCCGGQFdrblQhEAhQsmRJxMTEIC4uDq6urtoOiRC10OkOxWKxGImJiShVqpS2QyGE6CDGmEHV3ADUqZgYBp3uULxy5UokJyejT58++e6Tnp6O9PR06e8JCQmaCI0QogNiYmKQnJwMgUCA8uXLazscjaDkhhgCna25CQwMxPz58xEUFAR7e/t89wsICICNjY305uLiosEoCSHFmaTWxsXFBSKRSMvRaAYlN8QQ6GRyExQUhJEjR2L//v1o06ZNgfvOnDkT8fHx0ptkJlJCCDGk/jYSlNwQQ6BzzVKBgYEYMWIEAgMD0bFjx0L3F4lEBvONjBCiHEPrbwPQLMXEMGg1uUlKSsKLFy+kv4eFhSEkJASlSpWCq6srZs6ciXfv3mH37t0AuMRmyJAhWLNmDRo0aIDo6GgA3PBGGxsbrTwHQojuopobQvSTVpulbt++DV9fX+kw7qlTp8LX1xdz584FAERFRSEiIkK6/5YtW5CVlYXx48fDyclJeps8ebJW4ieE6DZDrLmh5IYYAq3W3LRo0QKMsXwf37lzp8zv//77r3oDIoQYFKq5IUQ/6WSHYkIIKaqUlBRERUUBoJobQvQNJTeEEIMUFhYGALCxsZF+4BsC6lBMDAElN4QQg5Szv40hrY5NNTfEEFByQwgxSIbY3wag5IYYBkpuCCEGyRBHSgFfk5v09HSkpqZqORpC1IOSG0KIXtm/fz82bdqET58+FbifodbcWFlZwciIe+un2huiryi5IYTojcjISPTr1w/jxo2Ds7MzBgwYgPPnz0MsFufZ11BrbgQCgbRTMSU3RF9RckMI0RuvX7+Wzp2Vnp6OwMBAtG7dGpUrV8aSJUsQGRkJABCLxdLRUsW25mbfPqBZM2D7diAri9eiJU1TNGKK6CtKbggheuPdu3cAgEaNGuH27dsYM2YMrKys8OrVK8yePRsuLi7o0qULtm/fjvT0dAiFQri4uGg5ajkYA2bMAC5dAkaOBHx8gEOHuO08oE7FRN9RckMI0RuSmpmyZcuidu3a2LRpE6KiorBz5040adIEYrEYx44dw+jRowEA5cuXh1BYDNcPvnMHePsWMDMDSpUCnjwBevUC6tcHzp0rcvGU3BB9R8kNIURv5ExuJCwtLTF06FBcunQJoaGhmDZtGsqUKQMAaNiwoVbiLNSff3I/O3YEXr0C5swBLC2BW7eANm24261bKhdPyQ3Rd5TcEEL0hiS5cXZ2lvu4p6cnli9fjrdv3+LatWtYv369JsNT3JEj3M/u3QEbG+Dnn4GXL4GJEwETE672pl49oGdPIDRU6eKpQzHRd5TcEEL0hqTPTX7JjYSpqSkaNGgAGxsbTYSlnGfPgMePAaGQq7mRcHAA1q7lHh8yBBAIgMOHAW9vYMQIICJC4VNQh2Ki7yi5IYTojcJqbnSCpNamZUvgSw2LDDc3YNcu4P59oGtXQCwGduwAKlcGpkwBYmMLPQU1SxF9R8kNIURv6EVyI+lv0717wft5e3OJ0LVrQIsWQEYGsHo1UKECMH8+kJiY76GU3BB9R8kNIUQvJCYmIvHLB7rOJjeRkcD169z9Ll0UO6ZBA+D8eeDUKaBWLSApCViwAOjUKd9DKLkh+o6SG0KIXoiKigLALS9gZWWl5WhUdPQo97N+fSDHiK9CCQSAnx83gmr/fq7T8cWLXN8dOahDMdF3lNwQQvSCop2JizVFm6TyY2QE9O7NJToAcOCA3N2oQzHRd5TcEEL0gs73t4mL45qXAKBbt6KV1acP97OQ5IZqboi+ouSGEKIX5E3gp1NOnODWkPLyAjw8ilZWly5c09SjR3KbpiTJTXJyMjIzM4t2LkKKIUpuCCF6QedrbiRNUkWttQG4IeQFNE3lnN+Ham+IPqLkhhCiF3Q6uUlLA/75h7uvan+b3ApomjI2Noa1tTUASm6IfqLkhhCiF3S6Q/HZs0ByMjdCqk4dfspUsGmKOhUTfUTJDSFEL+h0zY1kVuJu3bhh3XwopGmKOhUTfUbJDSFE5zHGdLdDcXb21/lt+GqSkiigaYqSG6LPKLkhhOi8z58/Iz09HQDg5OSk5WiUdOUKtx6UrS3QrBm/ZRfQNEXJDdFnlNwQQnSepL+NnZ0dRCKRlqNRkqRJqlMnLhHhUwFNUzRLMdFnlNwQQnSe2vvbxMYCd+/yXy5jRZ+VuDCSpqn9+2U2U4dios8ouSGE6Dy197fp0weoXRs4fpzfcu/dA16/BszMvtaw8E3SNPX4sUzTFDVLEX1GyQ0hROepteYmNRW4fJm7P3UqkJHBX9mSJql27QBLS/7KzalkSa58QKZpipIbos8ouSGE6Dy1JjchIdyyCADw/DmwcSN/ZfM5K3FBevfmfuZomqLkhugzSm4IITpPrRP43bzJ/bSy4n4uWAB8/Fj0cl+9Au7fB4yNgc6di15eQeQ0TVGHYqLPKLkhhOg8tdbc3LrF/Zw6FahRg1u9e/78opcraZJq1gywsyt6eQWR0zRFHYqJPqPkhhCi89TaoVhSc9OwIbBqFXd/0yYgNLRo5WqqSUoiV9MUNUsRfUbJDSFEp2VnZyM6OhqAGmpuPn3i+tkAQN26QKtWXBNPdjYwbZrq5cbEcJP3AZpLbnI2TT16JE1u4uPjkZ2drZkYCNEQSm4IITotJiYG2dnZMDIygr29Pb+F377N/axYEShViru/fDkgFAInTgCnT6tW7tGj3Bw3tWoBrq78xFqYXE1Tkj43AJfgEKJPtJrcXLx4EZ07d4azszMEAgGOSNqgC/Dff/+hdu3aMDMzQ4UKFbB582b1B0oIKbYkTVIODg4QCoX8Fi7pb1Ov3tdtVaoAEyZw96dO/TqSShmS9zp1TdyXH0nT1IEDMDU1hYWFBQBqmiL6R6vJTXJyMmrUqIH169crtH9YWBg6dOiApk2bIjg4GLNmzcKkSZNw6NAhNUdKCCmuNNLfJmdyAwBz53I1OY8eAVu3KldmYiJw5gx3X9PJTT5NU9SpmOgbrSY3/v7+WLRoEXr06KHQ/ps3b4arqytWr14NLy8vjBo1CiNGjMCKFSvUHCkhpLhS20gpxoAbN7j7uZMbW9uvI6bmzgWUadb55x9uIsBKlYCqVXkJVWG5mqaoUzHRVzrV5+batWvwyzVFebt27XD79m1kZmbKPSY9PR0JCQkyN0KI/lBbcvP2LfD+PTcPTc2aeR8fMwbw9OTWnVq8WPFyczZJCQR8RKqcHE1TlNwQfaVTyU10dDQcHBxktjk4OCArKwsfPnyQe0xAQABsbGykNxcXF02ESgjRELVN4Cfpb+PjA3zpmyLDxASQ1BqvWcNNyleYjAzg77+5+5pukpLo0gUwNQUeP0Z1Y2MAlNwQ/aNTyQ0ACHJ902GMyd0uMXPmTMTHx0tvb968UXuMhBDNUVvNTX79bXLq0AFo25ZLWn74ofAyL1wAEhIAR0egfn1+4lRWyZLSRTrbfElqKLkh+kankhtHR0fpfBYSMTExEAqFsMtnhk+RSARra2uZGyFEf6itQ7EiyY1AwE3sZ2QEHDoE/PdfwWVKJu7r2pU7Rlu+NE3V//JljzoUE32jU8lNw4YNcUYyyuCL06dPo06dOjAxMdFSVIQQbVJLzY1Y/HWOm7p1C97X2xsYPZq7P3Uqd2x+Zf71F3dfUxP35edL05TTp0+oCqq5IfpHq8lNUlISQkJCEBISAoAb6h0SEoKIiAgAXJPSkCFDpPuPGTMG4eHhmDp1KkJDQ7F9+3Zs27YN04oyUyghRGelp6cjNjYWAM/JzdOn3JBtCwvFRjQtXAhYWwN37wK7d8vf58YNIDqa269VK/5iVUWOpqneoOSG6B+tJje3b9+Gr68vfH19AQBTp06Fr68v5s6dCwCIioqSJjoA4O7ujhMnTuDff/9FzZo18fPPP2Pt2rXo2bOnVuInhGiXpJnaxMQk36ZplUiapGrX5mYjLoy9PTB7Nnd/1iwgKSnvPpImqY4duQ692valaYqSG6KPeJ7OUzktWrSQdgiWZ+fOnXm2NW/eHHfv3lVjVIQQXZGzSSq/QQUqkSQ3hTVJ5TR5MrBlCzdqatkyrjZHgjHNL5RZmC5dkC0UolpWFmy/vI6E6Aud6nNDCCE5abUzcW4iEZfUANwQ8ZwjMx8/Bl684Gps/P35i7MoSpZE/Jfn15iSG6JnKLkhhOgstXQmTk8H7t3j7iuT3ABAjx5As2ZAaiowc+bX7ZJamzZtACsrfuLkQUrHjgAAP5rclOgZSm4IITpLLRP43bsHZGYCpUsDbm7KHSsZGi4QAHv3fq0B0tZCmYUw7t4d6QA8s7PBHj7UdjiE8IaSG0KIzlJLzU3O/jaq9OOpXRuQjPKcMgUIDwfu3OHK6tKFvzh5UNLNDae/3M/Yu1ersRDCJ0puCCE6Sy19blTpb5PbkiXcMPKrV4Hhw7ltjRtzo6qKEXNzc/z5ZTSY4OBBLUdDCH8ouSGE6Cy11NxI1pQqSnLj7AzMmMHdv3CB+1nMmqQkLtnaIh2A6YsXwKNH2g6HEF5QckMI0Vm897mJjweePOHuKzMMXJ5p04By5b7+XlyGgOcitLOTNk3hwAFthkIIbyi5IYTopKSkJCR8GeXDW3IjWXLBzQ0oU6ZoZVlYAEuXcvfr1gUqVChaeWpia2uL/ZJf9u8vaFdCdIZWJ/EjhBBVRUVFAQAsLS1hxdfwaj762+Q0YADg4AB4ePBTnhrY2triKIBsoRDGoaFc01S1atoOi5AioZobQohOytmZmLfZifnob5Nb69ayzVPFjK2tLRIAvK5cmdtATVNED1ByQwjRSWodBs5nclPMlSxZEgAQLEluqGmK6AFKbgghOon3zsTv3nE3IyOgVi1+ytQBtra2AIDr9vbc8hCSpilCdBglN4QQncR7zY2kSapaNcDSkp8ydYAkuYlKSQHateM2/vKLFiMipOgouSGE6CTeJ/BTR38bHSBJbj5//gzMmcPNpLxnD3DmjJYjI0R1lNwQQnQS7zU3BtjfBsiV3NSrB0yYwD0wZgyQkqLFyAhRHSU3hBCdxGtyIxZ/rbkp6uR9OkbSoTguLo7bsGgRULYs8OoV8PPPWouLkKKg5IYQonMYY/x2KH7+nJud2MwM8PYuenk6RKbmBgCsrYH167n7K1YADx5oKTJCVEfJDSFE58TFxSEtLQ0A4OTkVPQCJbU2tWoBJiZFL0+H5ExuGGPcxm7duLWwsrKAb77harYI0SGU3BBCdI6kSapUqVIwNzcveoEG2t8G+JrcZGRkIDU19esD69YBVlbA9evA5s1aio4Q1VByQwjROWrrTGxg/W0AoESJEjA2NgaQo2kK4PrdLFnC3Z85k5sDiBAdQckNIUTn8NrfJiMDCA7m7htgzY1AIMjbqVhi7Figfn0gIQGYNEnjsRGiKkpuCCE6h9eamwcPuATH1haoWLHo5emgPJ2KJYyNgd9+A4RC4PBh4OhRLURHiPIouSGE6BxeJ/DL2d+GrwU4dUy+yQ0AVK8OfP89d3/8eCAxUYOREaIaSm4IITqH15obA+5vI1FgcgMAc+cC7u7A27fATz9pMDJCVEPJDSFE56gluTHA/jYShSY3FhZfR0ytW/d16DwhxRQlN4QQncNbh+LERG4VbMCga27y7VCck58fMHAgN+fNN99wc+AQUkxRckMI0SlisRhRUVEAeEhu7twBGANcXQFHRx6i002F1txIrFoFlCoFhIQAq1erPS5CVEXJDSFEp8TGxiI7OxsCgQCORU1IqL8NACWSG3t7YPly7v68ecDr1+oNjBAVUXJDCNEpkv42Dg4OEAqFRSuM+tsAUCK5AYDhw4HmzbkVw8eO5Wq+CClmKLkhhOgUXifwk3SMpeQGgILJjUAAbNkCmJoCJ08CQUFqjo4Q5VFyQwjRKbyNlIqOBiIiuA/r2rV5iEx3KdShOCcPD2D2bO7+5MmAIkkRIRpEyQ0hRKfwNoGfpNbGy4tbINKAKVVzIzFjBuDpCcTEcPcJKUZUSm7CwsL4joMQQhTCW80N9beRUim5EYm4pRkA4PffgUuX1BAZIapRKbmpVKkSWrZsiT179iAtLY3vmAghJF+8JTfU30ZKktykpKQgIyND8QObNgVGj+buf/stkJ6uhugIUZ5Kyc29e/fg6+uL77//Ho6Ojvj2229xU/ItiBBC1IiXDsWMUc1NDjY2NhB8WVdLqdobAFi6FHBw4CZDXLpUDdERojyVkhtvb2+sWrUK7969w44dOxAdHY0mTZqgWrVqWLVqFWJjYxUua+PGjXB3d4eZmRlq166NS4VUbe7duxc1atSAhYUFnJycMHz4cHz8+FGVp0EI0UG81Ny8fMl1gjU1BXx8eIpMdxkZGcHa2hoA8OnTJ+UOtrX9OqFfQAAtrEmKhSJ1KBYKhejevTv279+PpUuX4uXLl5g2bRrKlSuHIUOGSGcRzU9QUBC+++47zJ49G8HBwWjatCn8/f0REREhd//Lly9jyJAhGDlyJB49eoQDBw7g1q1bGDVqVFGeBiFER2RmZiImJgZAETsUS2ptfH25BIegQoUKAICnT58qf3DfvkCVKkBaGnDsGM+REaK8IiU3t2/fxrhx4+Dk5IRVq1Zh2rRpePnyJc6fP493796ha9euBR6/atUqjBw5EqNGjYKXlxdWr14NFxcXbNq0Se7+169fh5ubGyZNmgR3d3c0adIE3377LW7fvl2Up0EI0RHR0dEAABMTE9jZ2aleEPW3yaN69eoAuG4HShMIgN69ufsHDvAYFSGqUSm5WbVqFXx8fNCoUSNERkZi9+7dCA8Px6JFi+Du7o7GjRtjy5YtuHv3br5lZGRk4M6dO/Dz85PZ7ufnh6tXr8o9plGjRnj79i1OnDgBxhjev3+PgwcPomPHjvmeJz09HQkJCTI3QohukvS3cXJygpFREb6bUX+bPGrUqAFAxeQG+Jrc/PMPNU0RrVPp3WHTpk0YMGAAIiIicOTIEXTq1CnPG42rqyu2bduWbxkfPnxAdnY2HBwcZLY7ODhIv53l1qhRI+zduxd9+/aFqakpHB0dUbJkSaxbty7f8wQEBMDGxkZ6c3FxUeKZEkKKE17622RmApIvXga+plRORU5uqlfnmqbS06lpimidSsnNmTNnMGPGjDyL1jHGpP1lTE1NMXTo0ELLkvTQz1lG7m0Sjx8/xqRJkzB37lzcuXMHJ0+eRFhYGMaMGZNv+TNnzkR8fLz09ubNm0JjIoQUT7wkNw8fcn1DbGyAypV5ikz3SZKbV69eqVbDTU1TpBhRKbmpWLEiPnz4kGf7p0+f4O7urlAZpUuXhrGxcZ5ampiYmDy1ORIBAQFo3Lgxpk+fjurVq6Ndu3bYuHEjtm/fnm/nZZFIBGtra5kbIUQ38TI7saS/Td26QFGatvSMnZ2d9HV9+PChaoVQ0xQpJlT6z2b5rAKblJQEMzMzhcowNTVF7dq1cebMGZntZ86cQaNGjeQek5KSkqf5y9jYuMCYCCH6g5eaG+pvky9qmiL6QqjMzlOnTgXANSXNnTsXFhYW0seys7Nx48YN1KxZU6nyBg8ejDp16qBhw4b47bffEBERIW1mmjlzJt69e4fdu3cDADp37ozRo0dj06ZNaNeuHaKiovDdd9+hXr16/KwQTAgp1niZwE+S3FB/mzyqV6+OEydOqJ7cSJqmFi/mmqYGDOA3QEIUpFRyExwcDICrJXnw4AFMc8wPYWpqiho1amDatGkKl9e3b198/PgRCxcuRFRUFLy9vXHixAmUL18eABAVFSUz582wYcOQmJiI9evX4/vvv0fJkiXRqlUrLKVZMQkxCEWuuUlKAh494u5TzU0eRa65Ab4mN5KmKQNflJRoh4Cp0J4zfPhwrFmzRif7ryQkJMDGxgbx8fE6GT8hhszW1hZxcXF4/PgxvLy8lC/g4kWgeXOgbFng7Vv+A9RxoaGhqFq1KiwtLZGQkKDacHvGuNXCnz0D9u6l2hvCG2U+v1Xqc7Njxw5KDAghGpWSkoK4uDgARai5ocn7ClS5cmWYmZkhOTkZr169Uq0QGjVFigGFm6V69OiBnTt3wtraGj169Chw38OHDxc5MEIIyUnSJGVhYaH6lyvqb1MgoVAIb29v3L59G/fu3UOlSpVUK4iapoiWKVxzk3PV2JyT4sm7EUII33L2t8lvLqxC0UipQhVpGYavhdCoKaJVCtfc7NixQ+59QgjRhCJ3Jo6NBV6/5u7XqcNPUHqIl07FNGqKaJlKfW5SU1ORkpIi/T08PByrV6/G6dOneQuMEGIYAgMD4eXlhQkTJiAkJCTf/Yo8gZ9kzTpPT252YiIXL8kNAPTpw/2kCf2IFqiU3HTt2lU690xcXBzq1auHlStXomvXrvmu6E0IIfL8+uuvePLkCTZs2ABfX1/UqVMHmzdvRnx8vMx+Raq5YQxYsYK7n2uxXiJL0iwVHh4u7cCtEh8fapoiWqNScnP37l00bdoUAHDw4EE4OjoiPDwcu3fvxtq1a3kNkBCiv5KTk3H3yyKWnTt3homJCe7cuYOxY8fCyckJw4YNw+XLl8EYK9oEfqdPA5cvA2ZmwIwZfD4FvWNrawtXV1cAwIMHD1QviEZNES1SKblJSUmB1Zfe76dPn0aPHj1gZGSEBg0aIDw8nNcACSH668aNG8jOzka5cuVw9OhRREZGYtWqVahatSpSU1Oxa9cuNG3aFF5eXrh06RIAFZIbxoA5c7j748YBNJt5oahpiug6lZKbSpUq4ciRI3jz5g1OnToFvy/VvDExMTT/DSFEYVeuXAEANGnSBAC3oO6UKVPw8OFDXL16FSNGjICFhQWePn0qrblRus/N0aPA7duApSXV2iiIlxFTADVNEa1RKbmZO3cupk2bBjc3N9SvXx8NGzYEwNXi+Pr68hogIUR/Xb58GQDQuHFjme0CgQANGzbEtm3bEBUVhd9++w0NGzZEkyZNUEeZkU5iMfDTT9z9yZMBe3u+QtdrvNXcUNMU0RKVll8AgOjoaERFRaFGjRrSKbpv3rwJa2treHp68hokn2j5BUKKh+zsbNja2iIxMRHBwcFKLbqrsKAgoF8/bnRUWBhga8v/OfTQs2fP4OHhAXNzcyQmJsLY2Fj1wu7fB2rUAEQibjg+TehHVKT25RcAwNHREb6+vjJrj9SrV69YJzaEkOLjwYMHSExMhJWVFXx8fPg/QVYWMG8ed//77ymxUULFihVhYWGB1NRUPH/+vGiFUdMU0QKVkpvk5GT89NNPaNSoESpVqoQKFSrI3AghpDCS/jYNGzYsWs1AfvbuBZ4+BezsuCYpojBjY2Npwnn//v2iFUZNU0QLFJ6hOKdRo0bhv//+w+DBg+Hk5KT6VOiEEIMl6W8j6UzMq4wMYMEC7v6MGQA1QSutRo0auHHjBu7du4c+klFPqurT5+taUwkJ9PcgaqdScvPPP//g77//ztMJkBBCFJVfZ2Je7NjB9bFxcADGj+e/fAPA24gp4GvT1LNnwPHjtBwDUTuVmqVsbW1RqlQpvmMhhBiIiIgIvH37FsbGxqhfvz6/haelAT//zN2fNQuwsOC3fAPB24gpgJqmiMaplNz8/PPPmDt3rsz6UoQQoihJrY2vry8sLS35Lfy334B374By5YBvvuG3bAMiqbl5+/YtPn36VPQCc07ol5BQ9PIIKYBKzVIrV67Ey5cv4eDgADc3N5iYmMg8LplOnRBC5Mk9eR9vkpOBJUu4+z/9xC23QFRibW0Nd3d3hIWF4d69e2jZsmXRCqSmKaJBKiU33bp14zkMQoghUVtn4g0bgPfvgQoVgOHD+S3bANWoUQNhYWG4f/9+0ZMbSdPU4sVc0xQlN0SNVEpu5knmjiCEECXFx8dLF2TktTNxQgKwdCl3f948IFeNMlFejRo1cOTIEX763QA0aopojMqT+MXFxWHr1q2YOXOmtD327t270vVfCCFEnmvXroExhooVK8LR0ZG/glevBj59Ajw9gYED+SvXgPE6YgqQndDv+HF+yiREDpWSm/v376NKlSpYunQpVqxYgbi4OADAn3/+iZkzZ/IZHyFEz6hlCPinT8DKldz9BQsAdUwKaIAkI6YePXqErKysohcoEHztWEyjpogaqZTcTJ06FcOGDcPz589hlqPDnr+/Py5evMhbcIQQ/aOWzsQrVnDNHNWrA7168VeugXN3d0eJEiWQnp6Op0+f8lOoZEg4jZoiaqRScnPr1i18++23ebaXLVsW0dHRRQ6KEKKfMjMzcePGDQA8JjcxMcCaNdz9n38GjFRubSe5GBkZUdMU0UkqvQuYmZkhQU7G/fTpU5QpU6bIQRFC9FNwcDBSU1NRqlQpeHh48FPoL78AKSlA3bpA5878lEmkJE1TRV5jSoKapogGqJTcdO3aFQsXLkRmZiYAQCAQICIiAj/++CN69uzJa4CEEP2Rs7+NER81LO/eARs3cvcXLeI+OAmveK+5AahpiqidSu8uK1asQGxsLOzt7ZGamormzZujUqVKsLKywuLFi/mOkRCiJyT9bXjrTLx4Mde80bQp0LYtP2USGbwuwyBBTVNEzVSa58ba2hqXL1/GhQsXcOfOHYjFYtSqVQtt2rThOz5CiJ5gjPE7ed/r18DWrdx9qrVRGx8fHwgEAkRFRSE2NpafrgeSpqlFi2hCP6IWStfciMVibN++HZ06dcLEiROxa9cuXL58GZGRkWCMqSNGQogeePHiBWJiYiASiVCnTp2iF/jzz0BmJldj06xZ0csjcpUoUQIVK1YEQE1TRHcoldwwxtClSxeMGjUK7969g4+PD6pVq4bw8HAMGzYM3bt3V1echBAdJ2mSqlOnDkQiUdEKe/YM2LWLuy9ZAZyoDe+digFqmiJqpVRys3PnTly8eBHnzp1DcHAwAgMD8ccff+DevXs4e/Yszp8/j927d6srVkKIDuO1SWrBAiA7G+jUCahfv+jlkQKppd8NjZoiaqRUchMYGIhZs2bJXUCtVatW+PHHH7F3717egiOE6A/eOhM/fAgEBnL3Fy4sYlREEWoZMQVQ0xRRG6WSm/v376N9+/b5Pu7v78//xU8I0XmxsbF48uQJAKBRo0ZFK2zePIAxbiZiX18eoiOFkdTcPH78GBkZGfwVTE1TRE2USm4+ffoEBweHfB93cHDA58+fixwUIUS/XL16FQDg5eUFOzs71Qt69Ag4fJhr0liwgKfoSGHKly8PGxsbZGZmSpNUXggEX2tvDh3ir1xi8JRKbrKzsyEU5j963NjYmJ/F1QgheoW39aSWLuV+9ugBVK1axKiIogQCgfqapnr04H6ePAmkpvJbNjFYSs1zwxjDsGHD8h3pkJ6ernQAGzduxPLlyxEVFYVq1aph9erVaNq0ab77p6enY+HChdizZw+io6NRrlw5zJ49GyNGjFD63IQQzeClM/Hr18C+fdz9H38selBEKTVq1MClS5f4HTEFcE2Lrq5ARARw5gzQpQu/5RODpFRyM3To0EL3GTJkiMLlBQUF4bvvvsPGjRvRuHFjbNmyBf7+/nj8+DFcXV3lHtOnTx+8f/8e27ZtQ6VKlRATE0O1RYQUY6mpqbh9+zaAInYmXrGCGyHVpg3Axzw5RClqGTEFcE1T3boBa9cCR45QckN4IWBanHmvfv36qFWrFjZt2iTd5uXlhW7duiEgICDP/idPnkS/fv3w6tUrlCpVSqVzJiQkwMbGBvHx8bC2tlY5dkKIYi5duoRmzZrB0dERkZGREKgyk/D794CbG5CWBpw7B7RqxXucpGA3b95E/fr1YW9vj/fv3/Nb+L//Ai1bAnZ2QHQ0UED3B2K4lPn85mHlOtVkZGTgzp078PPzk9nu5+cn7XyY29GjR1GnTh0sW7YMZcuWRZUqVTBt2jSkFtBOm56ejoSEBJkbIURzcg4BVymxAYA1a7jEpl497kOQaJy3tzeMjIwQExOD6Ohofgtv0oRLbD5+BL40YRJSFFpLbj58+IDs7Ow8o68cHBzy/cd59eoVLl++jIcPH+LPP//E6tWrcfDgQYwfPz7f8wQEBMDGxkZ6c3Fx4fV5EEIKVuT+NvHxwIYN3P2ZM2kNKS2xsLBA5cqVAaihaUooBDp35u4fOcJv2cQgaS25kcj9TY4xlu+3O7FYDIFAgL1796JevXro0KEDVq1ahZ07d+ZbezNz5kzEx8dLb2/evOH9ORBC5BOLxUUfKbVpEzfBW9Wq1B9Dy9TW7wbg+t0AwJ9/cvMYEVIEWktuSpcuDWNj4zy1NDExMfnOpePk5ISyZcvCxsZGus3LywuMMbx9+1buMSKRCNbW1jI3QohmhIaGIi4uDhYWFtIPRqWkpgKrV3P3Z8wAjLT+fcygqWWNKQk/P8DCghs1FRzMf/nEoGjtncLU1BS1a9fGmTNnZLafOXMm3xlMGzdujMjISCQlJUm3PXv2DEZGRihXrpxa4yWEKE/SJNWgQQOYmJgoX8DOnVxn4vLlgf79+Q2OKE2tNTfm5oBkBnxqmiJFpNWvQVOnTsXWrVuxfft2hIaGYsqUKYiIiMCYMWMAcE1KOYeWDxgwAHZ2dhg+fDgeP36MixcvYvr06RgxYgTMzc219TQIIfko0npSWVnA8uXc/WnTAFWSI8KrWrVqQSAQ4NGjR3jx4gX/J8jZNEVIEWg1uenbty9Wr16NhQsXombNmrh48SJOnDiB8uXLAwCioqIQEREh3b9EiRI4c+YM4uLiUKdOHQwcOBCdO3fG2rVrtfUUCCEFKFJn4qAgICwMKFMGoEk6iwUnJyf4+/uDMYYNkk7efOrUCTA25hZHVUfyRAyGVue50Qaa54YQzYiMjETZsmVhZGSEz58/K/f/JhYDNWpwH3KLFgGzZ6svUKKUkydPwt/fH9bW1nj37h1KlCjB7wnatOHmMlq+nKuxI+QLnZjnhhCi3yRNUtWrV1f+i8Tff3OJjZUVUMBUD0Tz/Pz8ULlyZSQkJGD37t38n6B7d+4nNU2RIqDkhhCiFnfv3gXAzUSuFMYAyQzlY8cCJUvyGxgpEiMjI0ycOBEAsH79evBe+d+1K/fz2jVutmJCVEDJDSFELR4+fAgA8PHxUe7Aixe5DzaRCJgyRQ2RkaIaOnQoSpQogdDQUJw7d47fwsuVA+rW5ZLco0f5LZsYDEpuCCFq8ejRIwDctP1KkdTaDB8OODryHBXhg7W1NYYNGwYA6hnQIWmaoiHhREXUoZgQwrukpCRYWVkBAGJjY1G6dGnFDrx7F6hdm5us7/lzoEIFNUZJiuLp06fw9PSEQCDAixcvUIHPv9WTJ4CXF2BqCsTGAvReTUAdigkhWvb48WMA3FpxCic2APDLL9zPfv0osSnmPDw84OfnB8YYNm7cyG/hnp6AhweQkQGcOMFv2cQgUHJDCOGdSk1Sz54BBw9y93/8UQ1REb5NmjQJALBt2zYkJyfzWzg1TZEioOSGEMI7SWdipZKb5cu5TqSdOgHKdkImWuHv74+KFSsiLi4Oe/bs4bdwyWzFJ04A6en8lk30HiU3hBDeKZ3cvHsH7NrF3adaG51hZGSE8V/mIVq3bh2/w8Lr1gWcnYHERG5SP0KUQMkNIYR3kuSmWrVqih2wahWQmQk0bQqosg4V0Zrhw4fDwsICjx49wr///stfwUZGX2tvqGmKKImSG0IIrz5//ozIyEgACiY3Hz8CW7Zw92fOVGNkRB1KliwpXeB43bp1/BYuSW7++gvIzua3bKLXKLkhhPBK0pnY1dVVsekW1q8HkpOBmjWB9u3VGxxRC8mMxX/99RfCw8P5K7hFC26G6pgY4Pp1/soleo+SG0IIr5RqkkpKAiSTwP34IyAQqDEyoi5Vq1ZF69atIRaL+R0WbmLCdTAHaK0pohRKbgghvFJqGPjvvwOfPgGVKgG9eqk5MqJOktqbrVu3IjU1lb+CJU1Tf/7JjaYjRAGU3BBCeKXwSKn0dGDlSu7+Dz8AxsZqjoyoU6dOneDm5oZPnz5h3759/BXcvj1gZga8esWtFE+IAii5IYTwSuFmqT17uCHgTk7Alw6pRHcZGxsrNSw8JSUFu3btwuTJk/H+/fv8d7S0BNq25e5T0xRRECU3hBDexMTE4MOHDxAIBPDy8sp/x+xsYOlS7v7UqdwK4ETnjRgxAubm5rh37x4uXbqU53HGGO7cuYOxY8fCyckJw4YNw9q1a7FUci3kh2YrJkqi5IYQwhtJrU3FihVhYWGR/44rV3ILY9raAt9+q6HoiLqVKlUKgwYNAiA7LPzz58/YsGEDatWqhTp16mDz5s3SRRAByE2EZHTuzM17ExwMvH6trvCJHqHkhhDCm0KbpMRiYPp0YMYM7veZM4Evq4cT/SDpWPznn3/i4MGDGDx4MJydnTFhwgSEhITA1NQU/fv3x7lz5xASEgIACA4OLnhtqtKluQkeAaq9IQqh5IYQwpsCR0qlpwMDBgArVnC/BwQA06ZpMDqiCT4+PmjevDmys7PRu3dv7NmzB2lpafD29saaNWsQGRmJffv2oVWrVnBzc0O5cuWQnZ2NGzduFFwwNU0RJVByQwjhTb4jpT5/Bvz8gKAgbu6S//2P5rXRYzO+1MyVKFECo0ePxo0bN3D//n1MmjQJdnZ2Mvs2adIEAHDlypWCC+3alft56RIQG8t7zES/UHJDCOEFY0x+chMezq0XdfEiYG0N/PMP8KVfBtFP/v7+ePXqFaKiovDbb7+hXr16EOSTyEqSm8uXLxdcqJsb4OvLNW0eO8ZzxETfUHJDCOHF27dvkZCQAKFQiCpVqnAbQ0KAhg2B0FCgbFnuW3fr1lqNk2iGu7s7SpQoUeh+jb8slHrt2jVkF7Z+FDVNEQVRckMI4YWkv02VKlVgamoKnD7NdQKNigK8vbm1gapX13KUpLjx8fGBlZUVEhMT8eDBg4J3lsxWfPo0t3QHIfmg5IYQwguZJqldu4COHbkPoJYtuRqbcuW0HCEpjoyNjdGwYUMACjRNeXsDFStyndNPndJAdERXUXJDCOGFJLkZExsLDBsGZGVxo6P++Ydb2ZmQfCjcqVgg+No0RbMVkwJQckMI4cWThw/xG4CWFy5wG378kRsVRbMPk0JIkptLly4VumyDtGnq+HEgI0O9gRGdRckNIaTIxAkJmB8cjNEAmJERsGEDN4+NEb3FkMLVq1cPxsbGePfuHSIiIgreuUEDwMEBiI8H/vtPMwESnUPvPISQonn/HhmNG6O9WIwUAOKDB4Fx47QdFdEhlpaWqFWrFgAFmqaMjYEuXbj71DRF8kHJDSFEdU+fAg0bwuzhQ8QCGFO5MowlfSIIUYJkSHihnYqBr/1u/vqLm/eGkFwouSGEqCYpCWjVCggLw6dSpdAQAKtfX9tRER2lcKdigLvurKyAyEjg1i01R0Z0ESU3hBDVrFvHfbhUqICZzZvjJQpYMJOQQkhqbh48eIC4uLiCdxaJgA4duPvUNEXkoOSGEKK8uDhg2TLu/sKFuPbiBYB8FswkRAGOjo6oWLEiGGO4du1a4QfQbMWkAJTcEEKU9+uvXIJTtSoye/bE06dPAVByQ4pGqaYpf3+uBufpU0CRfjrEoFByQwhRzocPXHIDAAsX4kVYGDIyMlCiRAm4urpqNzai05TqVGxtDQwZwt0PCFBjVEQXaT252bhxI9zd3WFmZobatWvj0qVLCh135coVCIVC1KxZU70BEkJkLV8OJCZyKzR37y6dmbhq1aowonltSBFIam5u3ryJDEUm6PvhB24upRMngHv31Bwd0SVafScKCgrCd999h9mzZyM4OBhNmzaFv79/oZM4xcfHY8iQIWhNqwsTolnR0VxHYgD4+WfAyEi6YCY1SZGi8vT0hJ2dHVJTUxEcHFz4AZUqAb17c/d/+UW9wRGdotXkZtWqVRg5ciRGjRoFLy8vrF69Gi4uLti0aVOBx3377bcYMGCAdLE1QoiGBAQAqancLLFfRqvILJhJSBEIBAI0atQIgIL9bgBumQ8A2L8f+NKxnRCtJTcZGRm4c+cO/Pz8ZLb7+fnh6tWr+R63Y8cOvHz5EvPmzVPoPOnp6UhISJC5EUJU8OYNsHkzd3/RIm4RQ3xNbmgYOOGDpGlKoX43AFCzJte5WCzmmkwJgRaTmw8fPiA7OxsODg4y2x0cHBAdHS33mOfPn+PHH3/E3r17IRQKFTpPQEAAbGxspDcXF5cix06IQVq0iFuosEULbhI1AGlpaXhBw8AJj3J2Ki50EU2JmTO5nzt3cnMvEYOn9d5/gi/f/iQYY3m2AUB2djYGDBiABQsWoEqVKgqXP3PmTMTHx0tvb968KXLMhBicly+B7du5+z//LK21efr0KbKzs2FrawsnJyctBkj0RZ06dSASiRAbGytNnAvVtCnQuDGXfEtG8hGDprXkpnTp0jA2Ns5TSxMTE5OnNgcAEhMTcfv2bUyYMAFCoRBCoRALFy7EvXv3IBQKcf78ebnnEYlEsLa2lrkRQpS0cCGQlQW0bw98aTYAZJuk5H0pIURZIpEIderUAaBE0xTwtfZm82bg82c1REZ0idaSG1NTU9SuXRtnzpyR2X7mzBlph7KcrK2t8eDBA4SEhEhvY8aMgYeHB0JCQlCf1rQhRD1CQ4E9e7j7P/8s8xCNlCLqoNRkfhIdOgDVq3Nrnq1fr6bIiK7QarPU1KlTsXXrVmzfvh2hoaGYMmUKIiIiMGbMGABck9KQL5M0GRkZwdvbW+Zmb28PMzMzeHt7w9LSUptPhRD9NX8+11mzWzfgyzdqCRopRdRB6U7FANdUKhk5tWYNkJyshsiIrtBqctO3b1+sXr0aCxcuRM2aNXHx4kWcOHEC5cuXBwBERUUVOucNIUSN7t/nhtgCwIIFeR6mkVJEHSS190+fPkVsbKziB/buDVSoAHz8CGzbpqboiC4QMIW7o+uHhIQE2NjYID4+nvrfEFKYbt2Av/4C+vYF/vhD5qGkpCRYWVkB4PrKlSlTRgsBEn1VrVo1PH78GEeOHEHXrl0VP3DLFmDMGMDFhZv3xtRUfUESjVLm81vro6UIIcXUrVtcYmNkxDVN5RIaGgqAm76BEhvCN6XWmcpp6FDA0ZGbl2nfPjVERnQBJTeEEPl++on7OXgw4OmZ52Hqb0PUSaVOxQBgZgZMmcLdX7qU6y9GDA4lN4SQvC5dAk6dAoRCYO5cubtQfxuiTpLk5vbt20hNTVXu4DFjgJIlgSdPgCNHeI+NFH+U3BBCZDEGzJnD3R85kuugKQcNAyfq5O7uDkdHR2RmZuLWrVvKHWxtDYwfz90PCOCuaWJQKLkhhMg6dw64eBEQib4mOXJQsxRRJ4FAoHrTFABMngyYmwO3b3PXNDEolNwQQr7KWWszZgxQrpzc3eLi4vDu3TsAQNWqVTUVHTEwKncqBoAyZYBRo7j7AQE8RkV0ASU3hJCv/v4buHEDsLD4OiGaHJImKRcXF9jY2GgqOmJgJDU3V69ehViVjsHTpnH9xs6fB27e5Dk6UpxRckMI4YjFX0dITZzIDafNBzVJEU2oWbMmLC0tERcXh8ePHytfgKsrMHAgd59qbwwKJTeEEM7hw0BICGBlBUyfXuCuNFKKaIJQKJSuG6hSvxsAmDGDW5rhyBFAlQSJ6CRKbgghQHb21yHfU6cCdnYF7k41N0RTVFpnKicvL26mbYCb94YYBEpuCCFAYCC3+ret7dcJ0ApAw8CJphSpU7HEzJncz337gPBwHqIixR0lN4QYuszMr4tiTp8OFNJBOCYmBrGxsRAIBPDy8tJAgMSQNWjQAEZGRnj9+rV0hJ7S6tYFWrcGsrKAFSv4DZAUS5TcEGLIGOM6Wr54wQ2dnTix0EMOHjwIAKhSpQosLCzUHSExcNbW1qhZsyYA4MSJE6oXJKm92boViIkpemCkWKPkhhBDlZ0NfPcdMG8e9/v8+UCJEgUekpqaisWLFwMAJiqQCBHChz59+gAA/ve//6leSKtWQJ06QFoasHYtT5GR4oqSG0IMUWoq0KfP1zf5FSuAsWMLPWzLli2IjIyEi4sLRkkmSCNEzQYOHAiBQIBLly4hLCxMtUIEgq+1N+vXAwkJ/AVIih1KbggxNB8/Am3acEO/TU25zsTff8+9+RcgOTkZAV/mCvnpp58gEok0ES0hKFeuHFq1agUA2LNnj+oFdevGrXAfHw9s3sxPcKRYouSGEEMSFgY0agRcvcqtmnz6NNCvn0KHbtiwATExMahQoQKGDRum1jAJyW3IkCEAgN27d4OpuhCmkRE37w0A/Por10RF9BIlN4QYitu3gQYNgGfPABcX4PJloHlzhQ5NTEzEsmXLAABz586FiYmJOiMlJI8ePXrAwsICL168wI0bN1QvaMAA7vqPjgY2buQvQFKsUHJDiCE4cQJo0YIbJVKjBnD9OqDE7MJr1qzBx48fUaVKFQyUTGdPiAaVKFECPXr0AMDV3qjM1PTrumnTp3PNs0TvUHJDiL7buhXo0gVITgbatgUuXgScnRU+/PPnz1jxZW6Q+fPnQygUqitSQgokaZoKCgpCenq66gWNGQMMG8atp9avH9c8S/QKJTeE6CvGuGHeo0dzw76HDuVW/ba2VqqYVatWIT4+Ht7e3ujbt6+agiWkcK1atYKzszM+ffpUtDlvjIyA338HevXiJrHs1o1rpiV6g5IbQvRRZiYwYgSwcCH3+9y5wI4dgJJ9ZT58+IDVq1cDABYsWAAjI3rLINpjbGwsbRYtUtMUAAiFwN69QPv23NQIHTsCd+/yECUpDuidihB9k5DAvVHv3AkYG3PfUBcsKHSotzzLly9HUlISfH190b17d/5jJURJkqapv//+Gx8/fixaYaamwKFDQLNm3P+Nnx+tHK4nKLkhRJ9ERnIjoM6cASwtgaNHARUn23v//j3Wr18PAFi4cCEEKiRHhPDN29sbvr6+yMzMRFBQUNELtLAAjh3jZi/++JHrl/bqVdHLJVpFyQ0h+uLBA6BhQyAkBHBwAP77D+jQQeXifvnlF6SkpKB+/fro2LEjf3ESUkSDBw8GwEPTlIS1NXDyJDeCMDKSm+RS1UU6SbEgYCrPhqSbEhISYGNjg/j4eFgr2bGSkGIhNZWrOn/wgLvdv8/9fP+ee9zDA/jnH8DdXeVTvHv3DhUrVkR6ejpOnToFPz8/noInpOiio6NRrlw5ZGdn4+nTp6hSpQo/BUdFAU2bAi9fAl5e3MjC0qX5KZsUmTKf3zSmk5DiSizmqsdzJzEvXnCP5SYQcH0G9u4F7OyKdOolS5YgPT0dTZo0Qdu2bYtUFiF8c3R0RLt27XDixAn873//w88//8xPwU5OwNmzXIITGgq0awecPw/Y2PBTPtEYqrkhpDh5/hxYtgy4dw949AhISZG/X+nSgI/P11v16lyVuqVlkUMIDw9H5cqVkZmZiQsXLqBFixZFLpMQvv3xxx/o378/3Nzc8PLlS35H8j19yiU4sbFA48bAqVO8/G+RoqGaG0J01YQJshOKmZkBVavmTWQcHFQa/aSIRYsWITMzE61ataLEhhRbXbt2hbW1NV6/fo3Lly+jWbNm/BXu4cH9H7ZoAVy5AvTowXXOp8VidQZ1KCakuIiI4EY5AcCuXVy1eGIicOcON6z7+++5ZidHR7UlNi9fvsSOHTsAgL+qfkLUwNzcHL169QLAY8finGrW5PquWVpyiU7//kBWFv/nIWpByQ0hxcX//sfNKty8OTBkCODpyU00pkELFy5EdnY22rdvj0aNGmn03IQoSzLnzYEDB5Camsr/CRo2BP76i5sP588/gZEj5fd3I8UOJTeEFAeMcbUzADB8uFZCiIiIwJ49ewBwSQ4hxV3Tpk1Rvnx5JCQk4OjRo+o5SevWwIED3ISYu3cDkyZx/6+kWKPkhpDi4PJlbhRUiRLcejdasGnTJojFYrRq1Qp169bVSgyEKMPIyAiDBg0CAPzvf/9T34m6dOESG4EA2LABmD1bfecivKDkhpDiQFJr06ePVkZlpKam4vfffwcATJw4UePnJ0RVkgn9Tp48ifeSuZ7UYcAAYPNm7n5AADerMSm2KLkhRNuSk4H9+7n7w4ZpJYTAwEB8/PgR5cuXR+fOnbUSAyGq8PDwQP369ZGdnY3AwED1nuybb4Bp07j748cDSUnqPR9RmdaTm40bN8Ld3R1mZmaoXbs2Ll26lO++hw8fRtu2bVGmTBlYW1ujYcOGOHXqlAajJUQNDh7k3iQrVQKaNNH46RljWLduHQBg3LhxMDY21ngMhBSFpPZGrU1TEgsWcLN/v3kD/PST+s9HVKLV5CYoKAjfffcdZs+ejeDgYDRt2hT+/v6IiIiQu//FixfRtm1bnDhxAnfu3EHLli3RuXNnBAcHazhyQnj0Zeg1hg1T2xDvgly5cgUhISEwNzfHKBUX2SREm/r27QsTExPcvXsXDx8+VO/JLCyATZu4+2vXclM1kOKHaVG9evXYmDFjZLZ5enqyH3/8UeEyqlatyhYsWKDw/vHx8QwAi4+PV/gYQtTm5UvGAMYEAsYiIrQSQu/evRkANmrUKK2cnxA+dOvWjQFgP/zwg2ZOOGAA97/r68tYZqZmzmnglPn81lrNTUZGBu7cuZNnQT4/Pz9cvXpVoTLEYjESExNRqlSpfPdJT09HQkKCzI2QYmPXLu5nmzaAi4vGT//27VscPnwYAHUkJrpN0jS1d+9eZGdnq/+Ev/4K2NoCwcHAmjXqPx9RitaSmw8fPiA7OxsODg4y2x0cHBAdHa1QGStXrkRycjL69OmT7z4BAQGwsbGR3ly08AFCiFxi8dfkRktz22zevBnZ2dlo1qwZqlevrpUYCOFDx44dYWtri3fv3uHChQvqP6G9PbB8OXd/7lzg9Wv1n5MoTOsdigW5+hgwxvJskycwMBDz589HUFAQ7O3t891v5syZiI+Pl97evHlT5JgJ4cWFC0B4OLficLduGj99WloafvvtNwDApEmTNH5+QvgkEonQr18/ABrqWAwAI0YAzZpxC9yOH0+T+xUjWktuSpcuDWNj4zy1NDExMXlqc3ILCgrCyJEjsX//frRp06bAfUUiEaytrWVuhBQLkrlt+vcHzM01fvqgoCDExsbCxcUFXbt21fj5CeGbpGnq0KFDSNLEMG2BANiyhVue4cQJbiZjUixoLbkxNTVF7dq1cUayUOAXZ86cKXBNm8DAQAwbNgz79u1Dx44d1R0mIeoRHw8cOsTd18LcNizH8O+xY8dCqOE1rAhRhwYNGqBSpUpITk7Gn3/+qZmTenoCs2Zx9ydNAj5/1sx5SYG02iw1depUbN26Fdu3b0doaCimTJmCiIgIjBkzBgDXpCRZGA3gEpshQ4Zg5cqVaNCgAaKjoxEdHY34+HhtPQVCVLN/P5CaCnh5AfXqafz0169fx507dyASiTB69GiNn58QdRAIBNLPDI01TQHAjz9ySc7799x9onVaTW769u2L1atXY+HChahZsyYuXryIEydOoHz58gCAqKgomTlvtmzZgqysLIwfPx5OTk7S2+TJk7X1FAhRjWRum+HDtTK3jaTWZsCAAShdurTGz0+IukjWmjp79izevXunmZOKRFzzFAD89hu3VhzRKgFjhtUDKiEhATY2NoiPj6f+N0Q7nj7lvuUZG3OznDo5afT0kZGRKF++PLKysnD37l34+vpq9PyEqFuzZs1w6dIlLF26FD/88IPmTjxqFLBtG1cjGxzMJT2EN8p8fmt9tBQhBkfSkbh9e40nNsDXGtDGjRtTYkP0kqRpavfu3dDo9/dly7gh4qGh3H2iNZTcEKJJ2dnA7t3cfS3MbZOeno4tX6rPadI+oq969eoFkUiER48eISQkRHMnLlUKWL2au794MfDsmebOTWRQckOIJp0+DURGAnZ2gBZW3z5w4ADev38PZ2dn9OjRQ+PnJ0QTSpYsKZ3eQKMdiwGgXz+gXTsgPR0YM4bmvtESSm4I0SRJk9SAAdzcGBqWc/i3iYmJxs9PiKZImqb27t2LrKwszZ1YIOAW1jQ35ybqlMxCTjSKkhtCNOXTJ+DIEe6+Fpqkbt68iZs3b8LU1BTffPONxs9PiCb5+fmhTJkyiImJwenTpzV7cnd3YP587v733wOxsaqXlZnJTRD4xx9UC6QESm4I0ZTAQCAjA6hRA9BCR15JrU3fvn0LXLKEEH1gYmKCAQMGANBC0xQATJkCVK/OfamZOlW5Y8Vibjj5uHHcoIOOHbmZzPfuVU+seoiGghOiKXXqAHfucB0ONTw3U3R0NFxdXZGZmYmbN2+ibt26Gj0/Idpw584d1KlTB2ZmZoiOjoaNjY1mA7h5E2jQgKtxOX0aaNu24P0fPAD27eO+CIWHf91uZgakpQEVK3IjsQy0SZmGghNS3Dx4wCU2QiHX30bDNm/ejMzMTDRo0IASG2IwatWqhapVqyItLQ0HDx7UfAD16gETJnD3x47lZiXPLTwc+OUXwMeHq+n55Rdum5UVMHQocOoUEB3NDTF/+ZL68CiIkhtCNEHSkbhzZ6BMGY2e+tKlSwgICABAq38Tw6K15RhyWrQIKFuWS0x+/pnb9uED1+m4SRPAzQ2YORN4+JAbZNCtG7c8y/v33PuGnx9gY/N1WYeFC7mRWKRA1CxFiLplZgLlygExMcDRoxodAv7ixQs0aNAAHz9+RI8ePXDgwAEYGdF3GmI43r59C1dXVzDGEBYWBjc3N80HceQI0L07V3PbujVw7hwgGcElEAAtWnA1uj17Ara28stITQUqVeKmkli37muNkAGhZilCipN//uESGwcHblZiDfn06RM6duyIjx8/ok6dOvjf//5HiQ0xOOXKlUOrVq0AAHv27NFOEN26cbesLK6ZKSsLqFULWLGCW4Ll/Hlu6Yb8EhuAG1o+Zw53f/FiICVFE5HrLHqnI0TdJItkDhqksY6AGRkZ6NmzJ549ewYXFxccPXoUFhYWGjk3IcVNzqYprTVWbN7MvQf89BPXKfjOHW6YeNmyipcxciRQvjzXB2fjRvXFqgeoWYoQdYqJ4d68srK4NvVq1dR+SsYYRowYgZ07d8LKygpXrlyBj4+P2s9LSHGVlJQEBwcHpKSk4Pr166hfv762Q1Ldjh3AiBFA6dLAq1dcx2MDQc1ShBQXe/dyiU3duhpJbADgl19+wc6dO2FkZISgoCBKbIjBK1GihHS5Ea11LObL4MFA5cpcp+S1a7UdTbFFyQ0h6sLY1yYpDc1IvH//fsyaNQsAN2mfv7+/Rs5LSHEnaZoKDAxERkaGlqMpAqEQWLCAu798OfD5s3bjKaYouSFEXYKDufltRCJuMT01u379uvQNfPLkyRg3bpzaz0mIrmjVqhWcnZ3x6dMnnDhxQtvhFE3fvoC3NxAfD6xape1oiiVKbghRF0mtTbduBY+C4MHr16/RtWtXpKeno1OnTli5cqVaz0eIrjE2NsbAgQMB6EHTlJERN98NwM14XpS1q/QUJTeEqEN6OjeNOqD2Jqn4+Hh07NgRMTExqFmzJgIDA2FsbKzWcxKiiyQ1m8eOHcOnT5+0HE0RdevGDSdPSgKWLdN2NMUOJTeEqMOxY9yCeWXLAm3aqO00mZmZ6N27Nx4/fgxnZ2ccO3YMJUqUUNv5CNFl3t7eqFmzJjIzMxEUFKTtcIpGIOBmPwaA9euBqCjtxlPMUHJDiDpImqSGDAHUWIsyd+5cnDlzBhYWFjh27BjKlSuntnMRog8ktTdLlixBcHCwlqMpovbtgUaNuEU1lyzRdjTFCs1zQ0hRZGUBL14A9+9znYclt1evuMefPgWqVFHLqYODg1G3bl1kZ2fjwIED6NWrl1rOQ4g++fz5M+rWrYuXL1/CzMwMmzdvxtChQ7UdlurOn+eWdDAxAZ4/5yb501PKfH5TckOIIhjjZgV98EA2kXn8OP9F7Pr1AwID1RJOVlYW6tevj7t376J3797Yv3+/Ws5DiD76/PkzBg8ejL///hsAMGbMGKxevRoikUjLkamoVSvgwgVuCYfff9d2NGpDyU0BKLkhCrt2Dfjjj6/JzMeP8vezsOCGZfr4cLfq1bmfpUurLbQVK1Zg+vTpKFmyJEJDQ+Ho6Ki2cxGij8RiMRYvXox58+aBMYZ69erh4MGDcHFxUaqc58+f49mzZ/D399fe2m1XrnArjBsbA0+ecAts6iFKbgpAyQ0p1P37wOzZwPHjstuNjLiZQXMnMe7u3GMa8urVK3h7eyM1NRXbtm3DiBEjNHZuQvTNyZMnMWDAAHz+/BmlS5fGH3/8gdatWxd4TEpKCg4dOoStW7fi4sWLAIBFixZh9uzZmghZvg4duEV6Bw8Gdu/WXhxqRMlNASi5Ifl69QqYO5cbws0Y9y1o0CCgRQsukfHy4lbm1SLGGPz8/HD27Fm0atUKZ8+ehUAg0GpMhOi6sLAw9OzZE8HBwTAyMsLixYsxY8aMPP9bwcHB2Lp1K/bu3Yv4+HgAgEAgAGMMpqamuHfvHjw9PbXxFLiFOOvU4UZRPXwIVK2qnTjUSKnPb2Zg4uPjGQAWHx+v7VBIcREVxdi4cYwJhYxxaQ1jffow9vSptiPLY+fOnQwAMzMzY8+fP9d2OITojZSUFDZ8+HAGgAFg3bt3Z3FxcSwuLo5t3LiR1apVS/oYAObm5sZ+/vln9ubNG+bv788AsKZNm7Ls7GztPYnu3bn3r969tReDGinz+U3JDTFcnz8zNnMmYxYWX5Oadu0Yu3NHbacUi8Vsx44dLCgoiInFYqWOjY6OZra2tgwAW7p0qZoiJMRwicVi9ttvvzFTU1MGgJUtW5aZm5tLExpTU1PWt29fdubMGZkk5vXr18zS0pIBYFu2bNHeE7h/nzGBgHsvCw7WXhxqQslNASi5ISw5mbFffmHM1vZrUtOgAWMXLqj91MuXL5e+UQ4cOJAlJSUpfGy/fv0YAFazZk2WmZmpxigJMWw3b95kLi4u0v/VatWqsV9//ZXFxsbme8zq1asZAGZtbc3evXunwWhz6d+fe0/r3Fl7MagJJTcFoOTGgGVkMLZ5M2NOTl+TmmrVGDtyhDEla1FUcfjwYSYQCBgA6U8fHx+FmpeOHTvGADAjIyN2+/ZttcdKiKGLjY1lK1euZNeuXVOoljUrK4vVq1dP2qSlNU+fMmZkxL2/Xb+uvTjUgJKbAlByY4Cysxnbt4+xSpW+JjVubozt3s1YVpZGQrh165a0env8+PHsv//+Yw4ODgwAs7GxYUePHs332ISEBFauXDkGgE2bNk0j8RJClHf//n0mFAoZAHbo0CHtBTJ8OPc+17at9mJQA0puCkDJjQERixn7+2/Gatb8mtTY2zO2di1jaWkaCyM8PJw5OjoyAMzf31/apPTu3TvWqFEjadX37NmzWZacZGvixIkMAKtQoQJLTk7WWNyEEOXNmTOHAWCOjo7s8+fP2gkiLIwxExPGAPZTs2bs8uXL2omDZ5TcFICSGwNx+TJjTZt+TWqsrRn7+WfGEhM1GkZ8fDzz8fGRNkHlvu7S09PZpEmTpAlO27ZtZdr1r169Km3COnPmjEZjJ4QoLzU1lXl4eDAAbPTo0VqJISsri12vVYsxgP0HMKGxMVu9erXSgxiKG2U+v2meG6I5cXHc2idVqgA2Nuo5R+4J+MzMgAkTgB9/BOzs1HPOfGRlZaFLly74559/4OjoiBs3bsDV1VXuvvv27cPo0aORkpICV1dXHDp0CNWrV4evry8eP36MYcOGYYdkMU5CSLF26dIlNGvWDABw4cIFtGjRQmPn/vDhA/r374/HZ8/iJQAzAGMBhAJo3aoVpk2bBnNF5+sqUQKoVUujk5QWhOa5KQDV3GhAejpj9+4xtmcPYz/8wJi/P2Plyn2tRRGJGOvZk7FDhxhLTeXnnC9fMjZw4NdhkMbGjI0ezdibN/yUr4IJEyYwAMzc3JzdvHmz0P3v37/PKlWqJB1yKpk7w97enn348EEDERNC+PLtt98yAKxy5cosJSVFI+e8ceOGdJSXhYUFC/X3//q+q+qtbFnGpk1j7O5djQy8KAg1SxWAkhseicWMvX7N2LFjjC1ezFi/ftzoo5yT4eW+lSol+7uNDWMjRjB29qxqnXsjI4vlBHxr1qyRjopSpmNhXFwc69Kli8xkYX/88YcaIyWEqENcXBxzcnJiANjMmTPVei6xWMy2bNkinZ+ncuXK7MGDB4zFxjLWpg1jVauyJDc39kQoZA8B9tjIiMW7uDBWtWrBN2tr2fdrT0+uef/FC7U+n/zoVHKzYcMG5ubmxkQiEatVqxa7ePFigfv/+++/rFatWkwkEjF3d3e2adMmpc5XbJKb9HRuwqW9exn78UcuMfjxR+73Bw+4YcvFyadPjP33H2Pr1zP27beMNWqU98LPnbQ0acIlHps2cX1g4uK4hCgkhLHp02VrcwBuiPaUKYzdulX4NwTJBHzm5hqbgE9Rx44dY0ZGRgwAW7ZsmdLHZ2dnsyVLljBjY2PWr18/nW8nJ8RQ/fnnnwwAMzY2ZiEhIWo5R+6Zlbt27cri4uLk7hsZGcmaNGki3ffHH38seM6stDTG/vyTsV69uBr3nO/X9esztmYNY9HRanle8uhMcvPHH38wExMT9vvvv7PHjx+zyZMnM0tLSxYeHi53/1evXjELCws2efJk9vjxY/b7778zExMTdvDgQYXPqfHkRixmLDycsePHGQsI4CZY8vaW9mTP92ZiwpiPD2MDBnDHHT/OlaPuD7q0NC75+N//5DcpFRTnL79wo5MiIhSLMzubsX//Zeybb2Qn1AMYq1KFsfnzGXv2TPYYyQR8JUtqfAI+RQQHB0tnKh01alSREpPExERKbAjRcT179mQAWJ06deSOhiyKV69eMV9fX+kcWAEBAYUu/5CRkcGmTJkiTXBat27NYmJiCj9ZfDxjO3cy5uf3dR4dgLvv58c9pubPVZ3pUFy/fn3UqlULmzZtkm7z8vJCt27dEBAQkGf/GTNm4OjRowgNDZVuGzNmDO7du4dr164pdE61diiOi+MWLLt/H3jwgLs9fAh8WWAtD2vrrytMV6jALdx4/z53TEKC/GNsbABvb9lVqcuV4xZLU1ZGBvDkiWy8z54BWVny93d1/Rqv5PxVqgCmpsqfW14sJ09yi1YePQqkpn59rG5dYMAA7jyLFgFRUdx2b29g8WKgc2fVnj/PIiMjUa9ePbx79w6tW7fGP//8AxMTE22HRQjRoqioKHh5eSE+Ph6LFy/GwIEDeSk3ODgYI0aMUGo185yCgoIwcuRIJCcnw8XFBQcPHkS9evUUOzg6Gti/n3u/vnHj63YzM+79eMAAwN8fEImUfFYF04kOxenp6czY2JgdPnxYZvukSZNYs2bN5B7TtGlTNmnSJJlthw8fZkKhkGXk04yTlpbG4uPjpbc3b96op+bmwYP8azeEQq62pn9/xWphcvZlWbJEsb4sfN4kTUpjx8o2KWlKQgI3wV779lzH4NzxaXgCPkUkJSVJF9bz8vLS3vwWhJBi57fffpPpR8fnrV69eiwiIkKluB4+fMiqVKnCAG4QQ1BQkPKFPH/O2MKFjHl4yL5P29ry/rmhTM2NkM+sShkfPnxAdnY2HBwcZLY7ODggOjpa7jHR0dFy98/KysKHDx/g5OSU55iAgAAsWLCAv8DzU7kyIBQCTk6ytSo+PoCHh3K1GwIBUL48d+vU6ev29HTg6dOvtSySGpcPH1SL2cgIqFgxb7yq1gTxxcoKGDyYu8XEfP2G8PkzMH48MHo0798IikosFsPBwQFlypTB33//jZIlS2o7JEJIMTFy5EicPXsWR48e5a1MoVCIYcOGYcWKFRCp+H5YrVo13Lp1C8OGDcPZs2dRs2ZN5QupVAn46SdgzhwgOJh7rw4M5D5b1DXlhwK0ltxICHJ9iDLG8mwrbH952yVmzpyJqVOnSn9PSEiAi4uLquHmTyQCPn3iPpjVRSTikpDq1dV3juLG3p6bp2bCBG1HUiArKyscPXoUYWFhcHd313Y4hJBixMjICEFBQdoOQy5ra2scOnQIz58/R5UqVVQvSCDg5sSpVQtYuhSIjeUvSBVoLbkpXbo0jI2N89TSxMTE5KmdkXB0dJS7v1AohF0+E7SJRCKVs1qlqTOxIcWeUChE5cqVtR0GIYQoRSAQFC2xyc3YGHB05K88FWht2kFTU1PUrl0bZ86ckdl+5swZNGrUSO4xDRs2zLP/6dOnUadOHeq4SQghhBAAWkxuAGDq1KnYunUrtm/fjtDQUEyZMgUREREYM2YMAK5JaciQIdL9x4wZg/DwcEydOhWhoaHYvn07tm3bhmnTpmnrKRBCCCGkmNFqn5u+ffvi48ePWLhwIaKiouDt7Y0TJ06gfPnyALghdBEREdL93d3dceLECUyZMgUbNmyAs7Mz1q5di549e2rrKRBCCCGkmKGFMwkhhBBS7Cnz+V08lvokhBBCCOEJJTeEEEII0SuU3BBCCCFEr1ByQwghhBC9QskNIYQQQvQKJTeEEEII0SuU3BBCCCFEr1ByQwghhBC9QskNIYQQQvSKVpdf0AbJhMwJCQlajoQQQgghipJ8biuysILBJTeJiYkAABcXFy1HQgghhBBlJSYmwsbGpsB9DG5tKbFYjMjISFhZWUEgECh0TEJCAlxcXPDmzRtaj0pF9BoWHb2G/KDXsejoNSw6eg2VxxhDYmIinJ2dYWRUcK8ag6u5MTIyQrly5VQ61trami7CIqLXsOjoNeQHvY5FR69h0dFrqJzCamwkqEMxIYQQQvQKJTeEEEII0SuU3ChAJBJh3rx5EIlE2g5FZ9FrWHT0GvKDXseio9ew6Og1VC+D61BMCCGEEP1GNTeEEEII0SuU3BBCCCFEr1ByQwghhBC9QskNIYQQQvSKwSU3Fy9eROfOneHs7AyBQIAjR47IPH748GG0a9cOpUuXhkAgQEhISKFl7ty5EwKBIM8tLS1NPU9Cywp6DTMzMzFjxgz4+PjA0tISzs7OGDJkCCIjIwst99ChQ6hatSpEIhGqVq2KP//8U43PQrvU8Roa2nUIFP7/PH/+fHh6esLS0hK2trZo06YNbty4UWi5dC1+pcpraGjXYmGvYU7ffvstBAIBVq9eXWi5hnQd8s3gkpvk5GTUqFED69evz/fxxo0b45dfflGqXGtra0RFRcnczMzM+Ai52CnoNUxJScHdu3fx008/4e7duzh8+DCePXuGLl26FFjmtWvX0LdvXwwePBj37t3D4MGD0adPH4U+iHSROl5DwLCuQ6Dw/+cqVapg/fr1ePDgAS5fvgw3Nzf4+fkhNjY23zLpWpSlymsIGNa1WNhrKHHkyBHcuHEDzs7OhZZpaNch75gBA8D+/PNPuY+FhYUxACw4OLjQcnbs2MFsbGx4jU1XFPQaSty8eZMBYOHh4fnu06dPH9a+fXuZbe3atWP9+vXjI8xija/X0JCvQ8YUex3j4+MZAHb27Nl896Fr8c8C91HkNTTkazG/1/Dt27esbNmy7OHDh6x8+fLs119/LbAcQ74O+WBwNTfqkpSUhPLly6NcuXLo1KkTgoODtR1SsREfHw+BQICSJUvmu8+1a9fg5+cns61du3a4evWqmqPTDYq8hgBdhwXJyMjAb7/9BhsbG9SoUSPf/ehazJ+iryFA12JOYrEYgwcPxvTp01GtWjWFjqHrsGgoueGBp6cndu7ciaNHjyIwMBBmZmZo3Lgxnj9/ru3QtC4tLQ0//vgjBgwYUODicNHR0XBwcJDZ5uDggOjoaHWHWOwp+hrSdSjf8ePHUaJECZiZmeHXX3/FmTNnULp06Xz3p2sxL2VfQ7oWZS1duhRCoRCTJk1S+Bi6DovG4FYFV4cGDRqgQYMG0t8bN26MWrVqYd26dVi7dq0WI9OuzMxM9OvXD2KxGBs3bix0f4FAIPM7YyzPNkOjzGtI16F8LVu2REhICD58+IDff/9d2m/B3t4+32PoWpSl7GtI1+JXd+7cwZo1a3D37l2lryG6DlVHNTdqYGRkhLp16xrstxSA+1Du06cPwsLCcObMmQJrHADA0dExzzeSmJiYPN9cDImyr2FudB1yLC0tUalSJTRo0ADbtm2DUCjEtm3b8t2frsW8lH0NczPka/HSpUuIiYmBq6srhEIhhEIhwsPD8f3338PNzS3f4+g6LBpKbtSAMYaQkBA4OTlpOxStkHwoP3/+HGfPnoWdnV2hxzRs2BBnzpyR2Xb69Gk0atRIXWEWa6q8hrkZ+nWYH8YY0tPT832crsXCFfYaytvfUK/FwYMH4/79+wgJCZHenJ2dMX36dJw6dSrf4+g6LBqDa5ZKSkrCixcvpL+HhYUhJCQEpUqVgqurKz59+oSIiAjpnCJPnz4FwGXRjo6OAIAhQ4agbNmyCAgIAAAsWLAADRo0QOXKlZGQkIC1a9ciJCQEGzZs0PCz04yCXkNnZ2f06tULd+/exfHjx5GdnS399lGqVCmYmpoCyPsaTp48Gc2aNcPSpUvRtWtX/PXXXzh79iwuX76s+SeoAep4DQ3tOgQKfh3t7OywePFidOnSBU5OTvj48SM2btyIt2/fonfv3tJj6Frk/zU0tGuxsM+V3F9OTExM4OjoCA8PD+k2Q78Oeae9gVraceHCBQYgz23o0KGMMW4Io7zH582bJy2jefPm0v0ZY+y7775jrq6uzNTUlJUpU4b5+fmxq1evavaJaVBBr6FkCL2824ULF6Rl5H4NGWPswIEDzMPDg5mYmDBPT0926NAhzT4xDVLHa2ho1yFjBb+OqamprHv37szZ2ZmZmpoyJycn1qVLF3bz5k2ZMuha5P81NLRrsbDPldzkDQU39OuQbwLGGFNDzkQIIYQQohXU54YQQggheoWSG0IIIYToFUpuCCGEEKJXKLkhhBBCiF6h5IYQQggheoWSG0IIIYToFUpuCCGEEKJXKLkhhBBCiF6h5IYQQggheoWSG0IIKWaOHz+OChUqoG7dunj27Jm2wyFE59DyC4QQUsxUqVIFGzduxKNHj3Dt2jX88ccf2g6JEJ1CNTeEELlatGiB7777Ttth6KWPHz/C3t4er1+/lvt46dKlUalSJVSoUAE2NjbS7b169cKqVas0FCUhuouSG0IMyLBhwyAQCDBmzJg8j40bNw4CgQDDhg0DABw+fBg///yzhiOUFR0djcmTJ6NSpUowMzODg4MDmjRpgs2bNyMlJUWrsRVFQEAAOnfuDDc3N7mPDx8+HBUrVsTo0aOxZMkS6fa5c+di8eLFSEhI0FCkhOgmSm4IMTAuLi74448/kJqaKt2WlpaGwMBAuLq6SreVKlUKVlZWao8nIyND7vZXr17B19cXp0+fxpIlSxAcHIyzZ89iypQpOHbsGM6ePat0mcVBamoqtm3bhlGjRsl9PCsrC2vWrMEPP/yAxMRE2NraSh+rXr063NzcsHfvXk2FS4hOouSGEANTq1YtuLq64vDhw9Jthw8fhouLC3x9faXbcjdLtWjRApMmTcIPP/yAUqVKwdHREfPnz5cpOz09HZMmTYK9vT3MzMzQpEkT3Lp1S2afFi1aYMKECZg6dSpKly6Ntm3byo1z3LhxEAqFuH37Nvr06QMvLy/4+PigZ8+e+Pvvv9G5c+cCy1QkloL22bJlC8qWLQuxWCxzTJcuXTB06FAAAGMMy5YtQ4UKFWBubo4aNWrg4MGDBb7+//zzD4RCIRo2bCj38c2bN6NChQoYP348UlJS8Pz58zznDwwMLPAchBg6Sm4IMUDDhw/Hjh07pL9v374dI0aMKPS4Xbt2wdLSEjdu3MCyZcuwcOFCnDlzRvr4Dz/8gEOHDmHXrl24e/cuKlWqhHbt2uHTp095yhEKhbhy5Qq2bNmS5zwfP37E6dOnMX78eFhaWsqNRSAQFFimIrEUtE/v3r3x4cMHXLhwQbr/58+fcerUKQwcOBAAMGfOHOzYsQObNm3Co0ePMGXKFAwaNAj//fdfvq/hxYsXUadOHbmPff78GT///DOWLl2KcuXKwcbGBiEhITL71KtXDzdv3kR6enq+5yDE4DFCiMEYOnQo69q1K4uNjWUikYiFhYWx169fMzMzMxYbG8u6du3Khg4dyhhjrHnz5mzy5MnSY5s3b86aNGkiU17dunXZjBkzGGOMJSUlMRMTE7Z3717p4xkZGczZ2ZktW7ZMppyaNWsWGOf169cZAHb48GGZ7XZ2dszS0pJZWlqyH374Id8yFYlFkX26dOnCRowYIX18y5YtzNHRkWVlZbGkpCRmZmbGrl69KhPjyJEjWf/+/fN9bl27dpUpM6cJEyb8v717B2klC+MA/tdsjPGFxiiIj0KDYFDxEQWJlcQHhjRWYrRRMCg2wVjESrigYuujsxAMgo0IRtA2YuGDKGiMiCKiFloYFDUkMLnNOnvHkN24ri43+f9gijk5c+abaebjO2cmIYvFIu43NDSE7Ha7pM/h4WEIQOjy8jLiOYji3R//d3JFRN9PrVbDaDRiYWEBoVAIRqMRarX6H4+rrKyU7Ofl5eHu7g4AcH5+jmAwCL1eL/4ul8tRX1+Pk5MTyXGRKhfvva/O7OzsQBAEmM3msMrFr2NGE0s0fcxmM/r7+zE3NweFQgGHw4HOzk7IZDJ4PB74/f6wabVAICCZ3nvv9fUVycnJYe0ejweLi4uSe1VeXh5WuVEqlQDwWy+oJvpqTG6I4lRvby+GhoYAALOzs1EdI5fLJfsJCQnimpTQn5/Mep+QhEKhsLZIU01vNBoNEhIS4PV6Je3FxcUA/nrARxozmlii6WMymSAIApxOJ+rq6uByucRXsd+u2+l0Ij8/XzKGQqGIeG1qtRoPDw9h7VarFT6fDwUFBWKbIAjIy8uT9HubVsvJyYl4DqJ4xzU3RHGqra0NgUAAgUAAra2tnx5Po9EgKSkJW1tbYlswGMTe3h7Kyso+NFZ2djaam5sxMzOD5+fnL4klmj5KpRIdHR1wOBxYWlpCaWkpamtrAQBarRYKhQJXV1fQaDSSrbCwMGJs1dXV8Hg8kra1tTXs7+/D7Xbj4OBA3Obn53F7e4v7+3ux79HREQoKCqKqtBHFK1ZuiOKUTCYTp0BkMtmnx0tNTcXAwABGRkagUqlQVFSEqakpvLy8oK+v78Pjzc3NQa/XQ6fTYWxsDJWVlUhMTMTu7i68Xq+YZPzbWKKN12w2w2Qy4fj4GN3d3WJ7eno6bDYbrFYrBEFAY2MjHh8fsb29jbS0NPGNqvdaW1tht9vx8PCArKwsBINBDA8PY2RkBFVVVZK+GRkZAIDDw0MYDAYAgMvlQktLy4fvJ1E8YXJDFMfeHp7/lcnJSQiCgJ6eHjw9PUGn02FjY0PyrZZolZSUwO12Y3x8HHa7HdfX11AoFNBqtbDZbBgcHPx0LNH0aWpqgkqlwunpKbq6uiTn+PHjB3JzczExMYGLiwtkZmaipqYGo6OjEeOqqKiATqfD8vIyLBYLpqen4fP5xCnCXxUWFiIlJQUHBwcwGAzw+/1YWVnBxsZGtLeRKC7xv6WIiL7Z+vo6bDYbjo6OkJgY/eqA2dlZrK6uYnNz8wujI/r9sXJDRPTN2tvbcXZ2hpubm79dn/OeXC7H9PT0F0ZGFBtYuSEiIqKYwreliIiIKKYwuSEiIqKYwuSGiIiIYgqTGyIiIoopTG6IiIgopjC5ISIiopjC5IaIiIhiCpMbIiIiiilMboiIiCimMLkhIiKimPITbA3pVhbDnisAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#### Refined Major groove distribution for 25-40 bp segment\n", "plt.title('Refined Major groove distribution for 25-40 bp segment')\n", "\n", "### Bound DNA ###\n", "\n", "## calculation of parameter distribution for the segment\n", "values, density = pdna.parameter_distribution('major groove refined', [25, 40], bins=30, \n", " merge=True, merge_method='mean')\n", "\n", "## plot distribution\n", "plt.plot(values, density, label='bound DNA', c='k') # balck color => bound DNA\n", "\n", "### Free DNA ###\n", "\n", "## calculation of parameter distribution for the segment\n", "values, density = fdna.parameter_distribution('major groove refined', [25, 45], bins=30, \n", " merge=True, merge_method='mean')\n", "\n", "## plot distribution\n", "plt.plot(values, density, label='free DNA', c='r') # red color => free DNA\n", "\n", "plt.xlabel('Major Groove ( $\\AA$)')\n", "plt.ylabel('Density')\n", "plt.legend()\n", "plt.show()\n", "\n", "\n", "#### Refined Minor Groove distribution for 25-40 bp segment\n", "plt.title('Refined Minor Groove distribution for 25-40 bp segment')\n", "\n", "### Bound DNA ###\n", "\n", "## calculation of parameter distribution for the segment\n", "values, density = pdna.parameter_distribution('minor groove refined', [25, 40], bins=30, \n", " merge=True, merge_method='mean')\n", "\n", "## plot distribution\n", "plt.plot(values, density, label='bound DNA', c='k') # balck color => bound DNA\n", "\n", "### Free DNA ###\n", "\n", "## calculation of parameter distribution for the segment\n", "values, density = fdna.parameter_distribution('minor groove refined', [25, 40], bins=30, \n", " merge=True, merge_method='mean')\n", "\n", "## plot distribution\n", "plt.plot(values, density, label='free DNA', c='r') # red color => free DNA\n", "\n", "plt.xlabel('Minor Groove ($\\AA$)')\n", "plt.ylabel('Density')\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Major and Minor grooves as a function of base-steps\n", "\n", "* What is the average values of a given parameter for either each step or a DNA segment?\n", "\n", "\n", "* To address this question, average values of a given parameter with its error could be calculated for either each base-step or a DNA segment using a function [dnaMD.DNA.get_mean_error(...)](http://do-x3dna.readthedocs.io/en/latest/dna_class_api.html#dnaMD.dnaMD.DNA.get_mean_error).\n", "\n", "\n", "* This average values could be also use to compare two DNA.\n", "\n", "\n", "* Standard error could be calculated using block averaging method as derived in this [publication](http://scitation.aip.org/content/aip/journal/jcp/116/1/10.1063/1.1421362). To use this method, [g_analyze](http://manual.gromacs.org/programs/gmx-analyze.html) of GROMACS package should be present in ``$PATH`` environment variable.\n", "\n", "---\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "######## Average Major Groove (Refined) as a function of base-steps ########\n", "\n", "plt.title('Average Major Groove (refined) for each base-pairs')\n", "\n", "### Calculating Average Major Groove for 5 to 56 base-steps DNA bound with protein\n", "bp, values, error = pdna.get_mean_error([5, 56], 'major groove refined', err_type='block', bp_range=True)\n", "\n", "# plot these values\n", "plt.errorbar(bp, values, yerr=error, ecolor='k', elinewidth=1, color='k', lw=0, marker='o', \n", " mfc='k', mew=1, ms=4, label='bound DNA' )\n", "\n", "### Calculating Average Major Groove for 5 to 56 base-steps DNA (without protein)\n", "bp, values, error = fdna.get_mean_error([5, 56], 'major groove refined', err_type='block', bp_range=True)\n", "\n", "# plot these values\n", "plt.errorbar(bp, values, yerr=error, ecolor='r', elinewidth=1, color='r', lw=0, marker='x', \n", " mfc='r', mew=1, ms=4, label='free DNA' )\n", "\n", "plt.ylabel('Average Major Groove ($\\AA$)')\n", "plt.xlabel('base-step number')\n", "plt.xlim(0,61)\n", "plt.ylim(12, 30)\n", "plt.legend()\n", "plt.show()\n", "\n", "######## Average Major Groove (refined) as a function of DNA segments ########\n", "\n", "plt.title('Average Major Groove (refined) for DNA segments')\n", "\n", "### Calculating Average Major Groove for 5 to 56 base-steps DNA bound with protein\n", "### DNA segments are assumed to made up of 4 base-steps (merge_bp=4)\n", "bp, values, error = pdna.get_mean_error([5,56], 'major groove refined', err_type='block', \n", " bp_range=True, merge_bp=4, merge_method='mean')\n", "\n", "# plot these values\n", "plt.errorbar(bp, values, yerr=error, ecolor='k', elinewidth=1, color='k', lw=1, marker='o', \n", " mfc='k', mew=1, ms=4, label='bound DNA' )\n", "\n", "### Calculating Average Major Groove for 5 to 56 base-steps DNA (without protein)\n", "### DNA segments are assumed to made up of 5 base-steps (merge_bp=4)\n", "bp, values, error = fdna.get_mean_error([5,56], 'major groove refined', err_type='block', \n", " bp_range=True, merge_bp=4, merge_method='mean')\n", "\n", "# plot these values\n", "plt.errorbar(bp, values, yerr=error, ecolor='r', elinewidth=1, color='r', lw=1, marker='x', \n", " mfc='r', mew=1, ms=4, label='free DNA' )\n", "\n", "plt.ylabel('Major Groove ( $\\AA$)')\n", "plt.xlabel('base-step number')\n", "plt.xlim(0,61)\n", "plt.ylim(12, 30)\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Deviation in parameters of bound DNA with respect to free DNA\n", "\n", "As discussed in the above section, average parameters with standard error can be calculated for both bound and free DNA. Additionally, deviation in bound DNA with respect to the free DNA could be calculated using function [dnaMD.dev_bps_vs_parameter(...)](http://do-x3dna.readthedocs.io/en/latest/dnaMD_api.html#dnaMD.dnaMD.dev_bps_vs_parameter) as shown in the following example.\n", "\n", "---" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#### Deviation in Major (refined) and Minor (refined) grooves\n", "#### Deviation = Bound DNA(parameter) - Free DNA(parameter) \n", "\n", "### Deviation in Refined Major Groove\n", "fdna_bp, pdna_bp, deviation, error = dnaMD.localDeformationVsBPS(fdna, [5,56], pdna, [5,56], 'major groove refined', \n", " err_type='block', bp_range=True, merge_bp=4, \n", " merge_method='mean')\n", "\n", "# plot these values\n", "plt.errorbar(pdna_bp, deviation, yerr=error, ecolor='k', elinewidth=1, color='k', \n", " lw=1, marker='o', mfc='k', mew=1, ms=4)\n", "\n", "# plot line at zero\n", "plt.plot([0,61], [0.0, 0.0], '--k')\n", "\n", "plt.ylabel('Deviation in Major Groove ($\\AA$)')\n", "plt.xlabel('base-step number')\n", "plt.xlim(0,61)\n", "plt.show()\n", "\n", "### Deviation in Refined Minor Groove\n", "fdna_bp, pdna_bp, deviation, error = dnaMD.localDeformationVsBPS(fdna, [5,56], pdna, [5,56], 'minor groove refined', \n", " err_type='block', bp_range=True, merge_bp=4, \n", " merge_method='mean')\n", "\n", "# plot these values\n", "plt.errorbar(pdna_bp, deviation, yerr=error, ecolor='k', elinewidth=1, color='k', \n", " lw=1, marker='o', mfc='k', mew=1, ms=4)\n", "\n", "# plot line at zero\n", "plt.plot([0,61], [0.0, 0.0], '--k')\n", "\n", "plt.ylabel('Deviation in Minor Groove ($\\AA$)')\n", "plt.xlabel('base-step number')\n", "plt.xlim(0,61)\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.11" } }, "nbformat": 4, "nbformat_minor": 4 }