{ "cells": [ { "cell_type": "markdown", "id": "ec8b96bd", "metadata": {}, "source": [ "# Applications of OSMnx: Routing and Network Analysis\n", "\n", "In this notebook, you'll \n", "In this notebook, you'll learn how to:\n", "\n", "- Perform routing (walking and driving) on UIUC and Champaign–Urbana networks\n", "- Measure travel time and compare alternative routes \n", "- Compute isochrones (accessibility areas) from a chosen location \n", "- Find the nearest POI and compute a route to it \n", "- Compare multiple cities using street network metrics\n" ] }, { "cell_type": "markdown", "id": "f4920b55", "metadata": {}, "source": [ "## 1. Setup: Import Libraries and Download Networks" ] }, { "cell_type": "code", "execution_count": 3, "id": "e78db719", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "OSMnx version: 1.2.2\n" ] } ], "source": [ "import osmnx as ox\n", "import geopandas as gpd\n", "import matplotlib.pyplot as plt\n", "import networkx as nx\n", "from shapely.geometry import Polygon, MultiPolygon\n", "from shapely.ops import unary_union\n", "\n", "# Enable OSMnx caching so repeated downloads are faster\n", "ox.settings.use_cache = True\n", "# Print progress and logging information to the console\n", "ox.settings.log_console = True\n", "\n", "# Check which OSMnx version is installed (important for API changes)\n", "print('OSMnx version:', ox.__version__)" ] }, { "cell_type": "markdown", "id": "6d87dea6", "metadata": {}, "source": [ "### Download Street Networks\n", "\n", "We will work with:\n", "\n", "- A **driving** network for Champaign–Urbana \n", "- A **walking** network focused on the UIUC campus" ] }, { "cell_type": "code", "execution_count": 4, "id": "2d8f6c1d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(,\n", " )" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Define place names for the driving and walking networks\n", "places = [\"Champaign, Illinois, USA\", \"Urbana, Illinois, USA\"]\n", "campus_place = 'University of Illinois Urbana-Champaign'\n", "\n", "# Driving network (for cars)\n", "G_drive = ox.graph_from_place(places, network_type='drive')\n", "\n", "# Walking network (for pedestrians on campus)\n", "G_walk_uiuc = ox.graph_from_place(campus_place, network_type='walk')\n", "\n", "# Display a summary (NetworkX MultiDiGraph objects)\n", "G_drive, G_walk_uiuc" ] }, { "cell_type": "markdown", "id": "785f1acb", "metadata": {}, "source": [ "## 2. Routing Basics: UIUC Walking Network\n", "\n", "We will find routes between familiar UIUC landmarks, for example:\n", "\n", "- **Illini Union** \n", "- **Main Quad** \n", "- **Siebel Center for Computer Science**\n", "\n", "We will use OSMnx's geocoding and routing functions." ] }, { "cell_type": "code", "execution_count": 5, "id": "6dbcc47f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "((40.1104071, -88.2281649),\n", " (40.1076291, -88.2272075),\n", " (40.1140429, -88.2244345))" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Define location strings for three UIUC landmarks\n", "loc_illini_union = 'Illini Union, Urbana, Illinois, USA'\n", "loc_main_quad = 'Main Quad, Urbana, Illinois, USA'\n", "loc_siebel = 'Siebel Center for Computer Science, Urbana, Illinois, USA'\n", "\n", "# Geocode each location string into (latitude, longitude) coordinates\n", "pt_illini_union = ox.geocode(loc_illini_union)\n", "pt_main_quad = ox.geocode(loc_main_quad)\n", "pt_siebel = ox.geocode(loc_siebel)\n", "\n", "# Show the resulting coordinate tuples\n", "pt_illini_union, pt_main_quad, pt_siebel" ] }, { "cell_type": "markdown", "id": "5b37e1bc", "metadata": {}, "source": [ "**Find Nearest Nodes in the Walking Network**" ] }, { "cell_type": "code", "execution_count": 6, "id": "25e16bd4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(6056225667, 1997964694, 6615510919)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Unpack latitude and longitude for each location\n", "lat_iu, lon_iu = pt_illini_union\n", "lat_quad, lon_quad = pt_main_quad\n", "lat_siebel, lon_siebel = pt_siebel\n", "\n", "# Find the nearest graph node to each point within the UIUC walking network\n", "# Note: OSMnx expects X = longitude, Y = latitude\n", "node_iu = ox.distance.nearest_nodes(G_walk_uiuc, X=lon_iu, Y=lat_iu)\n", "node_quad = ox.distance.nearest_nodes(G_walk_uiuc, X=lon_quad, Y=lat_quad)\n", "node_siebel = ox.distance.nearest_nodes(G_walk_uiuc, X=lon_siebel, Y=lat_siebel)\n", "\n", "# Display node IDs for the three locations\n", "node_iu, node_quad, node_siebel" ] }, { "cell_type": "markdown", "id": "fc8d3da8", "metadata": {}, "source": [ "**Shortest Path (by Distance) from Illini Union to Siebel Center**" ] }, { "cell_type": "code", "execution_count": 7, "id": "c141d9f3", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[6056225667,\n", " 6056225665,\n", " 5434361503,\n", " 6056225651,\n", " 12576964017,\n", " 6056225650,\n", " 1509407268,\n", " 12159081164,\n", " 12159081155,\n", " 2031459999]" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Compute the shortest path between Illini Union and Siebel Center\n", "# Here, weight='length' means we minimize total path distance (meters)\n", "route_iu_siebel = ox.shortest_path(G_walk_uiuc, node_iu, node_siebel, weight='length')\n", "\n", "# Show the first 10 nodes along the path\n", "route_iu_siebel[:10]" ] }, { "cell_type": "markdown", "id": "e894b8fe", "metadata": {}, "source": [ "**Visualize the Route**" ] }, { "cell_type": "code", "execution_count": 8, "id": "365f6f24", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot the walking network and overlay the computed route\n", "fig, ax = ox.plot_graph_route(\n", " G_walk_uiuc,\n", " route_iu_siebel,\n", " route_linewidth=3,\n", " node_size=0,\n", " bgcolor='white'\n", ")" ] }, { "cell_type": "code", "execution_count": 9, "id": "9f6da006-40a1-434d-a21e-653c662123eb", "metadata": {}, "outputs": [ { "data": { "image/png": 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TtHYwYRarZcuW4a9//Ss++ugjAMCSJUvwpz/9iYsUJp7mkpV1MgIwHBR3RxBEPCALIEFE4Hm1ALIEjJ07d+LHH3/EV199hT/84Q8oLCzkljlpSRf5MqV10pI4bHr8+DFaW1shCIJin1pAOZt6riAfq7T49UxZVuXE4z7OJRFOEEQwJAAJIgzPswWQWZoKCgqwa9cuXLp0CadOnZqWc6WkpGD//v1ITU1VXM+E9VxMApHDLICJIgBZBxc2sW4sbN7r9fJXr9erWO6IIIi5BwlAggjDTMUAOp1O/Pe//8XatWuxatWqmPeXU1tbi4aGBrz33nuTPobU1bho0SKUlpbi9u3b8Hg8vIYhi8tjZV+ky+XL5PNsSktLQ25ubtixyAXgbItseYyidBIEgbus5d8Hm80Gk8kEAPjuu+94gWwAIV9jWSZfF2mZvEUdQRDPDyQACSKOTEUAejyeuBVZHhwc5H1zJ4vc+mkwGLBjx44pHXMqYxFFkccKms1m1NXVoaGhgbdVi0VIyefDLZsMWq0WGRkZvGXe999/z8vqMGw2GzQaDRfR0iQX+bzSMnltRPk6pe3ZNDo6CqvVirKyMuj1et7BRavVQqvVQqPR8HmtVgudTsdfb926hebmZopFJIg5DglAggjDZATdZEQEa3kWL5dgPISM1N06Ww97j8eDS5cuwWKxAAAuXrwIABgYGMDAwADfLiUlJayAiiSIIk1SkSVdpnTshw8fwuv1wmQycWtgX18fDAYDysvL4fV60dHRgffffz9i7+ipwCySrH8ya1Ho9XpRU1MDq9WKqqoq6PX6oHvG3ktf2f7suzqX3fAEQZAAJIiwsN6+v/76K/x+P/Lz80MmKrDtJyO+2EN6OgWg3W7nJVbYw5z1LJaLGvYKTNTmS0lJ4X182X5skiZ6yF+VEkLkiSDSnslsntUBbG5uBvD0vm7btg1Xr15FQUEBVq9eDUEQkJubC51OF5f7Fg+2b98e8N5iseDYsWOYP38+qqqqcOXKFQDAzz//zOPupMWc5fNKr4ypCv2ff/55UvupVCq43e6Euu8EQcSGKoZ/IM9GZDtBxMB3332HwcHBgGXl5eUoKCjgwfJs8nq96OzshN/vR0FBQcA+kR7gbrcbIyMjSElJgU6nUxRQTBwJghCyO4NWq0VSUhJcLhccDgfS09Nhs9mCeurONpHcm+z6k5OT8dJLL+HSpUsYGRlBdnY2hoeHodFoeMJIrK7fUMvC/S+UrxNFUTGTNtQYQt1/5m5VsiaGs0YqCfZQMZhNTU0QBAFLliwJascXi5ucCdOenh4MDg7igw8+QFpaWsh7RhDErBFV9iJZAAkiDH6/HykpKfjoo48giiI+/fRTdHR0oKOjI+x+vb29QcvCZRQzK5zD4YDT6Qx6iDOR4HQ64Xa7kZWVFeSyY0WUx8fHuUC0Wq1ITk5Gamoq0tPTYTAYAvr0NjY2YnR0FNu2bQuwxAETreBaWlpQUVGBgoKCAPHAJhY7Jn/PxjtZi6bb7cann36K0tJS5OXlcbcja2fm9Xq5W1h+X6XvmTWRjSeazyLSer/fD5fLBUEQYDAYArYP5YYeGxuDVqvFsmXL0NfXh4GBAfzzn/+MfCPiQFdXF0RRxJYtW+JyPL/fj8HBQXIBE8QchwQgQYTB5/PBZrPh0KFDfFlhYSFWrlwJvV4PvV4PnU4HnU43Jfft4cOHkZmZiXfeeSfsdjdv3sT9+/fx4osvIiMjI+R2v/zyC9rb2/H3v/897PH6+/sxOjqKZcuWBa3r6upCS0sLCgsLFddPJ+xeMpHhcDiQkZGB9957D5988glSU1OjynB2u9347LPPkJKSgvfffz8uY7tx4wYePHiAvXv3oqKiIqp9Dh8+jLS0NGzcuJGX0unp6YHValV0hYdaJnWTK81LJ7bc5XLB5/Ph1KlTitspuZ9DuaP9fj9PVJrtTGyCIKYGCUCCCIPb7YZKpUJpaSn8fj/S09OxadOmuCdFRBs7yMqLWCyWsAJQ2jEj3FjDdaVg60K5m6dKqMLRfr+fn5PVnvP5fMjMzAQwkZwyPj6O06dPKwoW9somQRAwNjaGY8eOQavVBqyX7qPVank8nvxY0lfWEeX69ev4/fffo4rdE0URw8PD+Ne//sWXnT59Os53NDy9vb2Klk2lxA/pvHwZE+WJFlZAEERskAAkiAhotVq8/PLLcT0mEzsssQKYeKAy96/cZclgWaM2mw2iKMLpdMJms8Fut/MkD7fbzWvNXb58GRqNhieZyC1GbLsffvghKDmD7XP37l3U1taGtDax40ZKWJgMbW1taGtrAwBkZWUBmPg87HY7enp6AIR21zJRzcZhsViCMnYZ7LpYWRbpMaTzUjFss9mQlJTE14XLNh4ZGYFarUZWVhZGRkbg9Xqxfv16ZGRkKMbtSSeVSsXd7+GmUHz11Vew2Wz429/+Ft1Nj0B1dTWqq6vjciyCIGYPEoAEEQZBEODxePCf//xnUsInFhFksVjw+eefR7Xt77//jt9//z3sNiqVCk1NTVEdr7+/X7H2XHJyMk9wCZUprCReQr0HEPAqT36Qvn/w4AFSUlKQlJQEk8nE4+18Ph+Sk5Px8ccfR7wur9eLzz//nGcfl5eXY9++fUHbnT9/Hi0tLfjLX/4SUkx5vV785z//4e+XLVuGrVu3RnV/jxw5gpSUFLz11ls4ceIEzGYz1q5dG9W+U0Wa7BGv4wFUBoYg5jokAAkiDEajkScbhMrUDCViohFG0klqgZNnAbP3zLqXmpqKvLw86PV6JCUlwWAw4P79+7BardixYwdKS0uhUqmg0Whw/vx5dHV1Yfny5UGC5fr166itrcXBgwentSbdZHjw4AEyMjKwatUqnDlzhouYWErtaDQavPTSSzhz5gwEQUB7eztaWlpQWVkZsF00LvMzZ87A4/Hwz2vz5s1RX8tkywPFg3iHK7DjTVdoAEEQMwMJQIIIAyuS+8c//hFtbW3o6OgICMpnwkwpWF/uLg0VrB8uAF/6WlVVhWXLluH48eOorKzEhg0b+Djr6+t5Z4clS5YEXMNLL72EY8eOoa6uDkVFRSgrK+PrmPBhWbaJBKvBKBccsYqp4uJiLF68GI2NjQCACxcuIDc3F+np6Xwbdo7Lly9j165dQaLp559/Rn9/PzQaDbxeL3bu3BmzsJpNAejz+XDkyBFuyVUaiyAIYa16a9aswYYNG7h1mCyABDG3IQFIEGGQxoBdvnyZx8WF2y5cSRDpMqkrNFydN0EQMDAwgMHBQS7upOLD6/Xixo0b0Gg02Lt3b9DYBEHAm2++iaNHj+KXX37BwYMHeTIJO04iBvSzmDupdY4tj1V87Ny5E8PDwxgaGoLf78fXX3+NV155BcXFxQCAefPmoaGhAS0tLVi5ciVycnIATBTPPnv2LEwmE9RqNbxeLxYuXIhFixbFfC2zJQA3b96Mu3fvoqenB0lJSTzuUPpd9Hg8GBgYgE6nQ35+ftAxurq6MDQ0BIBcwATxrEACkCDCIH/YGY1GHDx4cMbH8cknn3AronRcwEQ8oM/nw44dO0KWomEFlc+ePYvTp0/j3XffBTD9mb5TgQlA+WcQqYZfKN544w2cPHkSw8PD8Pv9OHPmDIxGIxYuXIh58+Zh6dKlePjwIXp6etDS0oLHjx/DbDYDeGpFW7RoEXbt2jWpa5ktAVhQUIB9+/bh008/RVlZGXbu3Bm0zejoKL7++mssXboUGzduDFp/6NChoO8elYEhiLkNCUCCCIPU+jSbD3EGE2rsITw6Oorm5makpqYGuX7llJaWYv78+Whra0N9fT2WLVvGry9RLYDSmDypAJzM5yAIAt555x1cvnyZu4OtVitqamoCtrt582bAPsx1v2nTJqxatWrS1xLP7OhYiSSeI/0QkFpdyQJIEM8Gs9PhnSDmCFIX6WRcj/GCCQj5Q/jChQsAJuL8omHPnj1Qq9W4ffs2gMS2ADKrm5ILeCoiaufOnXj77beRm5sb1falpaU4ePDgpMUfY7Z/PACRBWC477f8u5eI3xmCIKKHLIAEEQb2sGPxTz6fD48fP0Z6ejrvRTudjIyM4Pjx4xBFEVarlQs3Vgx5aGgI8+bNQ3Z2dlTHEwQBS5cuRW1tLVpbW7nLeDYf5sz9qITb7ebrmICKR1mTnJwcvPXWW3C73airq0N/fz/MZjPsdjuys7NRVFSE8vJyxXi4yTDb1uNIP1wiWfXIAkgQzx4kAAkiDKxzxE8//cSXnTlzBvPnz8eLL7447ee/fft2QKFoJkRVKhV3XUZbi46xYcMG1NbW4v79+1i5ciU/9mxhMBhQXFwclCjT2dkJYCKLt7u7e8oxgErodDpej6+mpga3b9/G9u3bMW/evLidA5hc4sp0ECpzWd56TwkmYKOxFhIEkfiQACSIMLCH3rJly5CUlISmpiZYLJYpuwOjhbV7e/fdd5GZmYnu7m789NNPEEURnZ2d0Gq1UbsyGRqNBhkZGTCbzQnhAjYYDHj11VeDln/xxRfw+Xx44YUX8MUXX8TNBRyJa9euQaPRhC3p4/f7odPp4HA4ACj3zJXOu91uXlJoNiALIEEQckgAEkQYmLVpyZIlyMrKwuDgICwWS8yia6rnlz983W43HA4HioqKJnXcoqIijI6OcgGTiPFc8nI58XQBK8HE8NDQUNieuEwMiaIItVoNtVodstwPmzweT0IIplDW02gEoLQQd7htCYKYG5AAJIgwsIfd5cuXodVqMTw8PKPnl1voBgYGAAD37t0DACxYsGBSxy0rK0N9fX1AbGOiwUSHXADG0wUsRavVQqVS4bXXXosY+8c6qKxfvz4qa/B///tfuFyueA01ZqIVa2QBJIjnBxKABBEGJsAGBwdn5fzSjMsHDx7gzp07AJ7G7A0MDGDx4sUxH7ewsBAAMDY2xo+faDBLnzxubboE4JIlSyKW0mE0NDQAAC+oHYnZTgKJVjyHGqN0/FQHkCCeDUgAEkQUvPHGG5g3bx5+/fVXtLW14ejRo9y95/V64fP5YDAY+DK/349Vq1ahqqpqSuddvHgxiouLkZaWhtOnT0Or1cLj8WDFihVob2/Ho0ePsGnTJhgMhpiOyzqM2O12AIlbB1AqMqbbBRwLb731FlQqFY/RjISSC3UmUavV0Ov1ETPXoykDkwhxowRBTB0SgAQRBnnNs4qKCvT09MDtdgcE+mu1WthsNv6eWeymKgANBgMMBgPu378PURSxdOlS1NXVQRAEbNmyBb/88gsaGxuxevXqmI+t0+m4ABwdHUVvby+ysrJiEpNutxsnT56Ex+MJ28c43Dr5vPS9TqebMRdwLGRmZk5633iNf3x8HGazOaC3cyiMRiP+/Oc/R9wumhhAsgASxLMBCUCCCIP8YbdgwYKo4u5Y67Z4UV9fD2CiZ21dXR1EUURJSQkATDou0Wg0wmQyAQA6OjrQ0dGBtWvXYv369VEfo7+/H2NjY9BoNNBoNGH7H0dKlJD3Qx4cHAywTCaSBTBW5BbAaMf/ySefoLCwEK+88krQujt37qC5uRn//Oc/4zbOWAQgxQASxNyGBCBBhGGyGY/xjPkaHx/nCQROp5OPZ6p18RwOB291lpeXh/LycpSXl8d0DHbujRs3Yvny5ZMaRyiOHz+OkZGRhLQAxopSVnE0iKLIP/NQx5S2y5sK4WoVsu8J8NQFPNdEOEEQgZAAJIgwTNbdFU8BKG0B19zcDGDioV9XVwdgolDyZPB6vTAYDLDb7cjKypqUG3k6S4LIhZLcAjWXkFotYxGArB1eqHVA/AQgEFsSCMUAEsTcZu79JyWIGWQqD7t4CECv1wu3240//vGPyMnJ4dnIJpMJd+7cgUajQWVl5aSPrdPppjTW6YwHC+XqnYsCUEosLmyVShXxuxcv8R3OAkgxgATx7DG3/5MSxDQzWXdjvCyAPT09OHHiBJqbm3HgwAGeoMHq97344ouTEkSiKMLn8yElJYW/nwzTGQ/GEkcOHToUcK65KAAn6wJWqVRwOp1oaWnB6Oio4jHjee9DfWelopViAAni2WDu/ScliBlkti2A0r6rOp0OH3/8MYCJBA4AIePDIsEKSrOet5MdKxMh02ENYoKnoqICwNNSNXNVAE7GBZycnAyXy4Xz58/z4t+M6RBi0biAo+kbTBBE4kMxgAQRBvlD9qeffsLjx4/5+nDCh7lX43l+9j47OxtWqxVdXV1YtGhRzMdtbW0FMJHVfPfu3SlbAKdDAKalpWF4eBj79u3jVkAg/skPM4FU9MUyZpfLBY1Gg+3btwe1H4y3+I6UBEIuYIJ4tiABSBBhkD9kWZ/Y3NxcCILAS5ZIJ7ZsMsJMTqiiuyqVCjqdDr29vYr72Ww23Lx5E2VlZYpla3p6eiAIAq9nN9UYwOmwBul0ugDhxMYotYpGK6ZEUURLSwvy8vJCFm92Op2ora3FggULkJWVNbXBy5iMC3h4eBgul4tft7z2YLxdwOHCFqgMDEE8e5AAJIgwyB92fr8fSUlJeOONN2b0/PIHsyiKKCgoQGdnJ8bHx4M6PHz//fewWq1oaWlBWlpagPXI6/VibGwMOTk5AcebDNPpApYfV+5CjWXMbrcbFy9exNKlS7F9+3bFbSwWC2pqaqBWq6dVAEYjWq1WK7777jv4/X6o1WpcvHgRAAJ+VMykC1g6ZrIAEsSzwdzwnxDELCF/2M30Qy+UBdDn82HdunUAgKtXrwbt53A4oNfrAQB9fX0B665duwYAWLNmDV+WiC7gUJYyds5Y2tdFUzNxOi1bsZSBcTqd+Oabb+Dz+bBv3z68//770Gg0uHjxIm7cuIH6+nrU19fzIt7xdAH7fD44nU7Y7XbYbDZYrVZYLJaATi4MEoAEMbchCyBBhEHJ2jSThYiViu4yd1xOTg7S09PR1dWFsbExpKenA5gQEH6/nxePZqVjgAnR1NTUBIPBwJMrgMTMApaj5AKOdd+Ojg7YbDZs27YNKSkpsNvtqKurQ2dnJywWCwDg7t27qK+vR35+PlavXs0TZeJFuO+P1+vF119/DY/Hgx07dvDP6L333sM333yDBw8eBB3L7XbHZVyCIMBqteLzzz8PuV4KuYAJYm5DApAgwqBkAYyXAGTdPLxeb8C8z+fj761WKwCgrq4Ozc3N3BLDHr579+7FiRMncObMGbz//vsQBAEnT56EKIpIT0+Hw+FAW1sbhoaGkJubi/Pnz0MURWzdupWPI1zwfyRmwx04GQugXq+HWq2GzWaDzWbD8PAwMjMz0dXVBWDiHhiNRhiNRng8HoyPj6OzsxOdnZ3Q6/XYunUrFi5cOOUxS+flMYyiKOLrr7+G0+nEhg0bsGTJEr7OaDTij3/8Y0DMZ1dXFx4+fMh7UE+V3bt3o6OjI6Adn3ReLoTJAkgQcxsSgAQRBvaAvn79Oq5fvw4A8Hg8GBoawqlTpwJcY9JXtVodk0CJhM/ng8/nC7JI5uTkYPHixWhsbMRvv/2GlStXYnx8HBUVFdi3bx+sViuOHj2Ka9euYdmyZejo6EBWVlZQ8ehELAQtZyqdKDQaDf7+978DAM6ePYuuri6Mj48jIyMDW7Zs4X2VpVitVlRXV6O5uRkXLlzAo0eP8Oqrr04q81gpBlAqAEVRxPHjx2G1WrFixYoA97z0GkpLSwOO8/DhQ4yPj8c8HiVKS0sDjh8JsgASxNyGBCBBhIHVPNPr9dzdxix1SUlJ3EIit5h4PB6MjY0F1E7LyMhAampqwPbRTG63GxqNBuXl5cjMzMThw4cDBNfOnTthMpnQ3t6O7u5uAMC2bdsATFiO8vLyMDAwgIGBAajVahw4cCDoOhPRBRypFdxkz8ksf4sXL8bOnTtDbmc0GvHCCy9g27Zt+Omnn9Db24uTJ0/inXfeifmcUtGoFFbw448/YmRkBAsXLsSWLVuiOiZz+cfLAhgrZAEkiLkNCUCCCAOLN2PxdIzk5GR88MEHEfcfGBjAjRs3MDAwAJPJhPHxcWzevBlVVVVRj8FsNuP48eOor6/nhaDlD98333wTX331FcbHx5GSkoKbN28CmBAbaWlpGBoagt/vx5tvvsm7iTCm0rVkrlgApYyNjQFAgBs8HBqNBq+99hp++eUXtLe349atW9i4cWNM52Si77fffuPJG9euXYNarYbZbMbAwAD/sXH+/Hm+n1IWNJtn71tbWzE2NgZRFHl4gDRUgM3HOsnPI3+NR51LgiBmDxKABBEGrVbL57Ozs1FSUoJ79+5FLXjmzZuHN954A263Gzdv3sSjR49w6dIlDA0NYevWrUHuxLGxMQwNDSE/Px9+vx8PHjxAQ0MD/H4/9u7dy7eTn18QBGzevBm//vorbDYbmpubg8aSnJyM7OxsxXFOxppWU1PDz9Pa2gq/3w+dThckPNh42TL2XkloSCcmlH744QcAQG9vb0BB6Mm62J1OJ1QqFRdc0bJ37158/vnnqKuri1kAMrHECnADQFNTE4Cn4tDr9Sp+buFQqVSw2+08llF6PPl7pddQ81JrttKUmpoa8H0kCGLuQQKQIMKg0Wig1Wrh8XjgcDgwMjICIHbrk06nw44dO7Bp0yZ88803ePjwIR4+fAi1Ws2PJQiCohDT6/XYtWsXCgoKAIRO2mDia+PGjVi5cmXAum+++YYnlMiZbFJLTU0NF2FerxePHj2a1HEiwdrW+f1+FBUVwel0Ynh4eNJWx6SkJPj9frjdbi7M3G43T4AoLCzkPZKlCIKAkpIStLa2xtyFhH3G//znP3H16lXU19fjzTffRFpaGgRBCBCjc6W7CUEQcxsSgAQRBo1GA4/Hwy0tnZ2dACbv/tLpdPjwww9RV1eH9vZ2OJ1OGI1G+P1+DA4OQhRFpKSkoKysDGq1GvPmzcP8+fODjqMkfpQyTRnMlR2KWCyAoijixo0b8Hq9WLhwIZqbm1FZWYlNmzZBFEXFGEc2pljEzVdffQWbzYa//e1v+PLLL+HxeLB//37U19fj6tWrYccsiiLGxsZgs9ng8Xh4ZrXP5+P34tSpU0hOTobZbA4SxxqNBllZWSgrK0NGRgbS0tKQnp4+6ZIr0rhFJvZ0Ol2QO54gCGKmIAFIEGFgD+6Kigo4nU709vbirbfeCuq8EesxV65cGWSlczqdOHbsGGw2G6qqqoJ6vzJCxeyFS46QFiKO9nhKXLp0iVv6UlJSYDQaAUy4Z69fvx7kxg0XgyYdq9Iylt3a3NwMrVYLm82Gr776Cna7HQBw7tw5qNVqLji9Xi+/lmiuh7mYNRoN8vPzsXDhQgiCgL6+PvT29mJwcDCghqKUw4cPR3W/pLAxajQaaDSauGaJEwRBxAoJQIIIg9R6lZGRgd7e3imJv3AYDAbs378f33//PXp7e0MKQK1Wi7S0tJBjVRI/oUTe0aNHkZycjFdffTWqMTLRotfr4XK5UFNTA5VKBZvNFhDfFgold3OomDUmBC9cuMDXjY+P8+tMTk7mltjR0VEIgoDs7Gyo1WokJycjNTUV9+/fR2pqKtatWwdBEKBWq6FWq9Hd3Y36+nqsXLkSmzdvDjg/S9ARRRG9vb2wWCywWCyor6+Hz+dDUlISsrOzA/o+MxHa2dkJURR5/2V2zwcHB2GxWALqPc5kQXGCIAg5JAAJIgxMhAiCgNWrV6O8vHxasx9zc3Pxl7/8JWyCgsPhmJQFUAmPxwO1Ws0teZHYvXs3+vv7eemRTZs2YdmyZTEnVETDyZMnYTKZsGvXLgwPD+PBgwfYsGEDkpKScPHiRWzevJnXM/zkk0+QlpaGt956K+AYDx48QEpKSkAPXWCi5l1TUxMePnyIjRs3Kt4fQRBQXFyM7u5u3Lhxg9dhdLvdeOmll4Kuub29HW1tbUhOTsbu3bsD1l25cgUPHz4M+GyojApBELMJCUCCCAOzeDGRFK1QmgrRiKlwIi+UOIzFMhgKs9kcUHfOYrFAo9EodjWRdjSJ5r18stvt8Pv9GB0d5TF6t2/f5ueWulBDXQcryq3EypUrUV1djYcPH2L58uUAgMePH6O2thZmsxkulws+n493f9m9ezf8fj8uXryIc+fOYf/+/XwcZ8+e5V06nE5n0LlYX+ajR4/ycU62jA1BEEQ8IAFIECGQFlaOlEQxXfT29uL27dsQRRFGo5EX/2WFplkLM+aGBCIniDCk8XfR8uuvvwKYqDv43XffoaGhAQ0NDTFfVyzU1NQEvNfpdLyUi5RQ1xFKUK9ZswY1NTWora1FVlYWzp8/z+MLdTodUlJSoNfrkZubi3Xr1vGEjfr6evT09ODYsWPIz89Ha2srfD4f8vLyYLFYFIVdRUUFGhsbAzLKyQVMEMRsQgKQIBQYGBjAb7/9xkXSdLg4o6G6upqXQRkaGuLLh4aG8NVXXwEACgoK8Nprr8UkADs7O/HLL79AFEXFeEIl7HY7LBYLSktLkZeXh8rKSm55Yxm+ShnAsXQ9YZNarca1a9dgNpvx9ttvIy0tDZ9//jkyMzOxfv16nDt3LmoLWijxLggCsrKyYDKZcOrUKahUKlRVVWHTpk1hs3NfeeUVfPHFFzw2UBAE7Nq1C4sWLcK//vUvxfs/MjICh8OBzZs3Y3x8HHfu3CEXMEEQswoJQIJQwOVyQRRFLF++HHV1dbPmrmNlVXJzczE4OIi33noLAwMD3CVaW1sLh8MBADEJQNZtQqPR8P0jwbZjxaT37NkziSuKHtZ+LycnB8BTNy8TdFI3uCAIGBsbCygUzQgn3o1GI0wmE5KTk/Hmm29G5eI3GAz4y1/+AlEUce/ePaxevZrHhZKoIwhirkACkCAUyMvLw7Zt25Cbm4u6urpZe7Cz865duxZjY2PIzc0NyA5++PBhUIs0Jdi6//73v/D7/fB4PBAEgZcliQZpPORMIO0cIl2m1Apu8+bN6OjoCNr28ePHYV2tLF7v4MGDMdUoZPdM2hEkVBeP4eFhXtIGCC/UCYIgZgoSgAShgMFgwLJly3hM2GwKQJVKhdLSUsX1KpUqyPKlJHiYuHE6nRAEASkpKfB4PDEVNp5pASivwRfOApiXl4fu7u4gq2AkrFYrtFrtlLtvOJ1OXLp0KWj55cuX0djYyN9Ly79Mpv0eQRBEvCABSBBhCJdZOxNEOu/mzZt5dxKfz4eenp6wBYb/+te/Brw/depUQFZvODIzM7F69eqQYjSeKLV6CycAb926FdAPV0q4e2i325GRkTGlsY6MjOD06dMQRRFFRUXo6enhbeaYhTErKwtmsxlJSUmT7iZCEAQRT0gAEkQYwtXWmwnmzZsX1uK2ZMkSLFmyBMCEdenIkSOK8YpSq5PU2nXgwIGox5KcnBzg8pxOpOVeGHIBqHSd//znPwPeHzp0CC6XS/Ecjx8/hiiKmDdv3qTHabFY8M033wCYKCujUqnQ09MDu90OnU7H73VpaSnMZjPS0tJgsVgAkAuYIIjZhQQgQYRhqq7BqbJt27aot2VxaUoWQKmQne1rigSL3VOr1UEiL5QFMFycn8fjUVx++fJlqFQqbNiwYdJjNRgMEAQBK1aswKZNm3jJGofDgYyMDD5WNj7p9ZAAJAhiNiEBSBBhmG0X8GQIVyR6LsSdtbS0QBRFZGZmYmRkhC9XqVQQRTEmAcj678q5f/8+rFYrKisrw5Z8iYROp8Pf/vY3fn/ZsZjrl42VCUNpDOBc+k4RBPHskdimAIJIEOaCcGJEcgEnOvfv34dKpeLlZtiY2TUouYDDCUCl+3Hnzh3odDrs2rVryuOVWlTlAnDlypUoKCjgtRZZUg+bJwiCmC1IABJEGOaiBXAuC0Cn04mRkRHk5uZyl7ZUAIqiyJdLP5NQApCVupEyOjoKn8+HBQsWxN0dnpSUxK8DADIyMvDaa69hxYoVAAItgARBELMJCUCCiIK5IgBDWbzmigv47t27ACbqHjKhxASctOsIEJ0FUBCEoPvBsoXLysriN3CLBejtRZLFApXPF5R4ohSfOVe+UwRBPJtQDCBBRMFcelgriTylJIREpKWlBSqVCgaDgbt6pQIQUBaz4QSg/H6w+oKFhYVTG6woAg8fArdvA09K8SS53VjZ2AijzQZUVgJPuphIr2WuWGMJgni2IQFIEFEwVwQgc5PKUUqcSEQ0Gg2cTie+++47voyJVmYBZCi5gOVZzkoWwLGxMQiCMLX+zm438NVXQGtrwGK/3w+Nx4O0hgbg//wf4M03gRUrAuIWyQVMEEQiQAKQIKJgrgvAuWJ1OnjwIEZHR9HQ0ICmpia4XC5eOFkQhIDPIRoLoFqtDioD4/V6pxb7J4rA118HiT/pmARBAHw+4ORJQK+HNjmZn1ur1QII7HTi9/v5JH3P5qXLBEFAVVXV5MdPEAQBEoAEERVzRQD6/X5YrVZcu3YtYDkTG3fv3oVer0d2djaWLVs2G0OMSEZGBrZs2QKdTofq6mq+XG4BVGr7JrcAqtXqoM9Omok7KZqagJYWxVXsXPz4ogicPQvNu+8CmBCAer0eKpUK9+/fn/QQSAASBDFVSAASRBTMFQFoMBhgt9tRV1enuL69vR0AkJ6enrACkBEqBpChZM2UL1Or1fG3ekq7lHi9wNjYhLXP7wesVhjGx6GSxheazdB1dwOYcAEzS2ZlZSUKCgqgUqn4tUlfpQkvbBuVSpXwhbwJgpgbkAAkiBB0dnZiaGgIQOK7ThlutxspKSl48803A0RrQ0MDampqsGfPHpSWlk4t/m2GkNf7i8YFLP+cNBpNkHifkih0OIC2tol5ux2oqQEkLma1y4XU8XF4FyzAyMgIHA4HvF4vBn74ASgtDShknZ+fz9v4EQRBzDSJ/xQgiFnizp07GB4eBoA5IZiACZGkUqmQkpISsNxoNAKYED86nW42hhaS9vZ2dHd3QxRFiKIIv98PURQxOjoKQDkJRO4ODlXmRkkAssQQdnyG2+2GzWbD77//joULF2LLli3Bg7XbJyx9fj/w6BGc4+Mwm82B2+h0GBwcDIjxswgCUFqKkZERFBQUBFwXQRDEbDA3nmoEMQu89NJLcDqdOHnyJC/sO1cJ1yd4tmlsbET3ExepEiyJI5wLmK374YcfuIAURTGoHh/wtFjz119/HfGcQbAfAiYT/KOjXEQaDAY4nU4IgoDUlBSo8/Oh1Wpht9sxPDyMzNxcAIBWq+WfBQlAgiBmExKABBGC1NRUpKamKpYSCUdNTQ20Wi2WL18+jaNTRm4ZYySyANy3bx/v8CGNb2tpacH58+cDMmtDlYEpLi5GY2Mj7HY7j5NTqVTQ6XTQ6/UwmUzIeVKTj92D1atXB4xDrVYjKSkJKSkpKCkpUR5saiqQkgLcuAGr1QpRFGE0GpGWloYukwn65GRkFhcjs6gIALiwNT2xumo0GhKABEEkBCQACSIKYokZe/DgQVQCsKWlBRkZGVyYxAslAchKj4S0bM0iodzr8tqF3AI4NobCxkZktbRwd2yp34+/pac/dc8+mfr6+vCwrg7enh4gLw8QRZTW1CDNbMZGtXoiS5dNfn/g+1DrWlvhdzhgtVonLH6pqcDSpRjq7kZqairmLVrEr8Hv90MUBDx+YgH0+/0kAAmCSAhIABJEBGK1AIbDarWivr4ejY2NcLlcyM/Px+uvvx6XYwOh6+ExATiXRIe85ZsgCBMC7NNPkd/UBK1Wi8HxccWaeWze4XAgY3QUVqcT3Xr9xHFGRpDq8aDj998D6u+FqsUnP7bK40HG0BD8fj8yMjKgSk8HcnMBBTe2KIoYLimB94kFUNrLeC59FgRBPHuQACSICIQqrhwOq9WKf//731yQGQwGOBwOboFTq9VYtmwZNm3aFPfxzjUXsNVqxejoKDweD9xuNzweD7xeL0/AkVoA9ePjgNXKCzyHix2UMjY2FrSMHT8aguIPCwuRPzQ0EU9YWQmEEN72vDx0V1Tw936/f06KcYIgnj1IABJEBGIVgEuWLEFbWxu3HjkcDlgsFhiNRpSWlmLJkiVT70MbZqzhXMCJKABv3ryJVoWuGgx2PWq1Gqon8z6fD1qtFmVlZYo19Nh8b28vLBYLli5dyuMC5a9yWIHmVatWhR/4+DigVgNPunwEoNMBa9agB4C/u5t/LmQBJAgiUSABSBAREAQhJgG4ceNGbNy4kb//7bff0NraioMHD07H8AIIJQBZ6ZdEFB0rV65EXl4etFotn3Q6HSwWCy5evMhFqyAI3NImCAIEQUB6ejqwffvEcibm2LxKBfv9++jp6kLV7t3wCQK8ogivzwef3w8RgAgEzbdotYAgQLN0KV/uV6ngE8WJ1yfbe5KS4NVqoR0aQkpbG8xFRfDn5gKvvgqsWgXo9RB++w3AREKRxWIJKO6ciJ8FQRDPDyQACSICsQpAOVNqOzYJ5krXEkZubi5ynyRJSJG7SgVBgF/pXu7dG9IF6zQY0G8w4GhXVywDAgBcHRiIfp/sbCA7G+0AxsbHsfdJvCErQ/P222/j008/DRCAc6W4OEEQzyYkAAkiAoIgTMl1GqpP7XTAYuPkBFjR5gjyTiAqlSpAAHKhK4oTrlgFVq1aFRB3ycqwqNVqqNVqCIIQ9Mrcw6wsjXw9Wy6dAODHH3/E4OAgWltbsWPHDuh0Oi7ydJIkEAYJQIIgZhMSgAQRAXn9ucnsD8yMAExKSuL16aTnYt0q5B1CYuX48eNwu9348MMPJ7W/yWTCtWvXsHXr1ojlb1isnLQOIGTxfgAmSrSEwGAwYPv27ZMaa6y89tpruHz5MhobG0N+ztLvEbmACYKYTeaOOYAgZompCkAmVmYiAaOsrAx+vx+PHj0KWN72pH9teXn5lI7vcrkUu2uIogiv1wun0wmr1QqLxYKRkRGYTCYMDAygt7cXXq8XIyMj6O/vx8jISMRzyZMlmAs4qORLAlnSAsQqJsYoFatSqx8JQIIgZhOyABJEBNRqdVxiAGfC5bdixQpUV1fj+vXrWLBgAXQ6HZxOJ1paWqDX6yeSJqaAXAx7vV78+9//DlgWKhElPT0da9eujfpccgugzmJBdnc3RHnWbQLFPMqvW/7e4/Hw9nHkAiYIYjYhAUgQEYiXC3gmkjM0Gg127tyJixcv4tixYygrK0NbWxtEUcSOHTumfHy5uHO73fD7/UhPT0dBQQFUKhUaGhqQlpaG+fPnc/FbW1sLh8MBu90e9bkCsmVbWlD0/ffQDw7Cs2xZ4IYJJKSULIAMjUaDwcFB3oM4VAcUgiCImYD+AxFEBNQhEgwSlUWLFsFqteLOnTt49OgRBEHAtm3bMH/+/JD79PX1wWw2cxev2+3mRZlZYWav18tLmXz22We8rh0wUWjZYrHw41ksFty7dy/oPDdv3gQAXLhwAZcvXwaAIJeuXCi3tLRAPHYMmYODAID6+nq+rqurC11Xr0J8kmQRqauHfBulfZS2D3UMBntvtVoBgIu88SedSpqbm+H1emEwGLBo0SI8ePAATqcz5OdBEAQx3ZAAJIgIqNXqhCut8ttvvyEjIwPr1q1TXL927Vo4HA7U19fjgw8+gNFoDHksq9WKH3/8MeR6VlhZagllGbGCIMBisXD3siAI0D8pgcIybdVqNVpbW+H1elFcXIzu7m6+LfC0ph87h3Tq6upCcnIyCjMyID4RqNnZ2RgdHYXP50Ony4WGJ/GN8SRU6R6l5fJler2eC0EASEtLw4ULFwBMWDM3b96Murq6hPtOEQTxfEECkCAikIiuuvb2dqSkpGDFihW8xIicaOsPfv/99wCA+fPnY8WKFUhKSoLBYFA87vHjxzE6OoqPP/4YwITL8/DhwygpKcHOnTvh9XohiiJ8Ph+8Xi9/7e7uhtfrRUZGBrq7u1FYWIi8vDy+PdtHPs+uQxBF+J4IJrbPUHk5VDt2oCglhV+r1EInX8bm5e+jXSefD9V/mKHX6+F0OuHz+WAwGOB0OuH1enH06FF+jQRBELOFKoZfofRzlXgu+fXXX9HW1hZgRQv18FcSA0wIabXaIFFiMBiwePFiVFdX48MPPwxbpqWzsxPnzp0LWPbiiy+GdO1ev34dtbW1+PDDD5GamhryuP/+97/h8XjCxjpONQt6qtauJZcuIVniYm5fvRrmkpJJjWWq20RjBWRCVqPR8HWsHqFOp4Pb7UZ6ejref//9aIdOEAQRLVH9+k880wZBJBjMVel2u/ky6QM/1DzbT6PRQK/Xw+VyBQkFg8EAm80GURRhtVq5WJIKTFEU4ff70d/fHzS20dFRDA0N8X2Y1czv9/OEi+7ubqSkpARY1uTWNq1Wi6SkpACrW6jrY9fFXMMsRlLqwmXX73Q6MTQ0hMzMTKSnp8Pj8cBkMiE3NxcGgyGgb6+0Py9bVl9fj7KyMmzbtAmtN2/CYrFg3bp16E9JgU6nw1/+8pdwH92sceHCBTQ3N+NPf/oTtyB/8sknSE1NxXvvvYdPP/004SyA7PsgfS99lS/X6XQJaR0nCCI6yAJIEBFgxX3nAvGwtiUaSUlJWHf5MrzDw/B4PFi2bBl+zs3FUEYGXn/99QAxKxe3wFOh6vP54PP5IrpuGVIxzV79fn+AiFYS1KIoYmBgAE6nE4WFhXzfvr4+qNVq5Obmor+/HyqVChkZGRFdzzqdDi6XK2KCSyjXdKTrlBLL9yc9PR1vvfVWyBAEgiBmDbIAEkQ8YK67srKygIxguTVPyWoW6lW+nbTWoNQC1tzcDLfbjRUrVgRZyzo6OuB2u7F48WKoVCo4nU7U1dUhPz8fpaWl6O3txePHj7FixQqkpaUFJG5I59n5gdDZrdL3DLllSCpE2FiHh4dRU1ODqqoqVFRU8OXSSWoxlK/79ttv4XA4YDGboX3yOdTX18O2eTN8Ph9OnjwZ+oNLAHp7ewPe+3w+DDzpMez3+2GxWCK6lMfHxyEIQkAIgfSesVf5PQ31XppkI103ODgIi8WChQsX8mVK42Hbmkwm2O12EoAEMUchAUgQEWBC5+WXX57xcz9+/JhnjsqpqKgAAN5SbWxsDHV1dZg3bx5Wr17N9y8vL0dBQcGMjVmKVqsFAGRnZ6O0tDTm/f1+P0pKSrB561Y03LoFu92OvLw8dOp0GAewbt26ADEjFbaXLl1CRkYGVq9eDb/fH9D/l6Ekcjo6OtDQ0IANGzYgLy8vyK3Pego/ePAALpcLu3bt4v2BGadPn0ZPTw/++c9/8mWfffYZ1Go1Pv74Y3z55Zfwer3485//HPEeHDp0COXl5XjxxRdjvn+xcPnyZVgsFmzbti2iqLt9+zZMJlPCubEJgogeEoAEEYGZaOEWDiWXXGdnJzweD0RRxPDwcEDMH4NZ9WbzIc3GHm1GcshjPBFeAFBSUoKHBgNG1OqQZXAAcEtWrIyPjwMA8vLyUFRUFHK73t5eOJ1ORbGkFBsnda/GWlx8JrqGsHvl9XojCkD2WVA3E4KYu5AAJIgIzKaACiWcfv7555ACwmAwAJB10pgl4hGPKIoiICvGrZK5ppWYjPgDgKVLl2Lp0qURtwsnapUEoCAIAX2NlcRTfX09L6gtTeqJ5UdIe3s7BEFAWVlZ0LpLly6htLSUW4+lhBJ1brcbp06dwvLly7Fo0SI+foD6GRPEXIYEIEFEwOfzTcmCNR3s2bMHPp8vqICyVqvliQeJZKWZrBgDnloApceY/NHiSygRygSg1+vl84IgcCEXygJ4584duFyuoOXhCnnLuXz5MjQajaIAfPToEZxOZ1gBKBebgiDAZDKhv7+fBCBBPEOQACSICMgFIMv0VCpiHC4jlb1nlh2l96zki8/nw4YNG3j26tdff4333nuPj2HBggURx50ID+mpik/uNpUlJQhRWACnm3A/CqRiSioAI7mA33nnHYiiGBDTCDy16kZLuHsT6vvArke+XuoaZiRCeAFBEFODBCBBRECj0UAURRw6dGhGz7tmzRr+UBZFEUNDQ1w0CoKAvLy8sJY1JjwS4SE95RhAtTpQAMZjUFMkXMkUlvzicrkCXPLSVnpK+8Zi6ZvMuIDQojyUqGPfMel+ifDjgiCIqUECkCAiwAo4z58/P8DdGmpenpHK1kkzVOUZq0rzOp2OP2gtFktQyZPVq1dj48aNIcedCC7geCaBSLuoJLoFkIlvafFwadyfWhbTGE9CxRcC4BZlJUK5gBnS/RLhu0UQxNQgAUgQEWCCbe/evTN+7t27d6OpqSmoy0Z1dXXEfRPBSpOUlITk5OQpWbbkFkC/3w91AsRkRiMAWQ1JIDAOMpQFMF7jCnVslUoVUrQpWfqkSL9HifDdIghiapAAJIgEJiMjQ9HKt2bNmpD7NDU1ob29nZeFmc2HdEFBAT7++ONJ768UAyiK4pxxAUsFoFT0TacFcLIu4HCiTm45JAsgQcx9SAASRAQSLQM4Ep2dnejs7OTv5/pDWp4FLIoihARodxfue8EEoNQFPFMCMFyNwXAWwEgxo9L9KAmEIOY+JAAJIgJzTQDu27cPAGAymXDixIln4yEtcQEnkgUwFKyQslLmrHSeZfyGQpodzrLOWQ9ieeY5e/V4PPD5fGhsbAzYjk02mw03btwIyjwfGRkBANy7dw8tLS1B600mE7788kt4PB4ubOf6jwuCeJ4hAUgQEYjkUktUmMjo6+uD3W5HcnLyLI8odrjFSuYCZlLqiy++4Nux6eWXX0ZWVtaUz3369Gk4HI6AHsfS4sx2ux2iKOI///kP/36wbZjovnr1Kq5fvw7gqRg8fPgwP8bhw4en7ft1+fJlxeVutxsPHjwIuZ/JZILJZApa7vP5eJcQg8EAi8Uy611yCIKYPCQACSICc80CyGCWpb6+PnzxxRdYunQptm/fPsujmiSyJBDVE8EktW76FZZNheHhYR7Dx87NRCbw1Prl9/sDBCiLl3M4HNBqtbwMjN1uh8fjQWZmJux2OxwOB3Jzc6HRaBSzyJXeSzPL5Znj0mWjo6O4d+8eqqqqsGDBAt4HeXR0FBcvXsSyZcuwevVqvr1Go8Hjx49x9uxZbN26FcuXLw+4F0eOHIHRaOS1KIeGhnDy5EmyABLEHIYEIEFEYK4KQBbTVVJSgpGRETx8+BCZmZlYtmzZLI8seqRJINIYQJYF/NFHHym2XYsHf/rTn8Ku//777zE4OKi4XW9vL06dOoXVq1dj1apVAIDffvsNra2teOedd3Dr1i3cu3cPu3fvRkZGRtzH3tvbi3v37iEjIwPFxcV8OYtN1Gq1SElJCdgnXAygPHYwkWpMEgQxORIhlIYgEpq5JgD7+/tx+/Zt3L9/HwC45Uar1eLatWuwWq2zPMLYUKoDqJpEj9x4M5XvBXPPS7OE40moki7hhBsTh0r3lAQgQTx7kAWQICIw12IA6+vr0drayt8zF9++fftw5swZVFdXo7KyEm63mwf4x2sCEBAnF24bpWVyWKs8PHFVAoFJILPpggwnAJWuRbq9tFfwdMDulXwc4bJ3w4k6eXFpJhZJABLE3IUEIEFEYLotgKdPn8bg4CD++te/xuV427Ztw+rVq6FSqfDtt9/yjM3CwkIIgoBHjx7h0aNHcTnXTKDVaoPrAD4RNrMtAEP9MFDqgBKQxBKh68ZUiWQBVLpv4SyAcgEY7jgEQcwNSAASRASmWwB6vd64CgGDwcATD4CnD2lm8cvMzMSiRYt4qzl5AgMTD+xVvizUtkrHCbWt0rwSn376KVwuF5CUFGDVYnvMJQuU9Hs02wJwMhZA6VipEwhBzH1IABJEBMIJlLlwfGaNYm7h5cuXY8mSJdN6zrgjswAqZQHPNNG4gENZAKc7hi6UCzhcu7dIAlB6rEht4wiCSHwoCYQgIjDdFsDp7AsLgBcRvnPnDgRBwMKFC6ftXPFGKQvY7/fzOoCz7QIOhZIAlH7GMxUDGOr+TFUAhjsOQRBzA7IAEkQEZkIARmJoaAgpKSm8mLPNZoPJZEJRUVHEMigulwvHjh2Dy+XCunXrpq1synTABaCsE0iiWwCVMJvNACaE1mwlgQDAm2++CaPRqLjfzp07kZeXF7S8vLwcY2NjQcvJBUwQcxeyABJEBBJBAJ48eZJ3lACABw8e4Ny5c7Db7RH3ZZ1A1qxZg3Xr1k1prLOBkgUwEZJAkpOTQ4ppuQVwYGAAJpMJOTk5AKa/jEo4C2BeXl7IrjCLFy9W7KKyceNG3mJQCglAgpi7zB1TAEHMErEKQKfTidOnT2PlypVRuVuZZWVoaAi5ubkht1PKwoxUR06j0cDv9+ONN97g4mMuIbUASkWNKgEE4AsvvIAXXnhBcV12djZWrFiBgoIC1NXV4c6dOwAmLH4nT57klr/a2lo0NzfzcjxarRYbNmxASUnJlMamZAGU9vZVmuQ9g+UTK+/DJnZMgiDmJiQACSICk7EADg8PY2BgIKIAbG9vx/DwMADg1KlTYUvBSB+24eq5yffJzs6ek+IPmLj3Ho8Hjc3NSH7Sn3Z8fBzO4WEgMxP19fVob2/nAoWJGL/fj97eXqhUKuTk5MRUwzDcMul7pXnpqyiKqKurCxBhFoslYBu73Q6n08kzpb1eL3766Scu3Bmh5pXeS2loaEBDQ0NM9zwW5s+fP23HJghieiEBSBARYALQbDZzKwh78LNCxdLlrO7e6OgoWlpagootS60pPT09ACZKtzidTty+fVtxOwAwmUy4dOkSRFHk8WQ3b97kJV+URI0oihgZGcGpU6eChIy8WLPSsnAiSL5vtK/h5kMte9TaiuKhIQAT8Y9jJhNQWYmOjo5IHx8eP37M5+ViPtR7pezdcK9Ky9RqNQwGA4qLizEyMoK2tjb87W9/4yVVjhw5goULF2L37t2w2Wx4+PAhSktLcfv2be7al5fWYceXluhRKrvj9/vR3d2NlJQUzJs3L2Ab6XbSvsLS99H0JNbpdCgqKop4/wmCSExIABJEBFiB3G+//Tam/Xp7e9Hb2xtxO5VKBafTCQCoqakJuY3NZgso4CwIAvr6+iIe3+v1cmuY0nHDzUfzKhUj7FUuiiKJl1Db9/f3AwBe2L4dosOB9vZ2ZGdnI3PBArRgouh1RUUFT6yY7pI6k+XSpUsAnhSxftKZBZhI0AGAwcFB1NTUwGg04sCBA1M+nyiKOHz4MAoLC7F79+6Y9mNZ49LJ5/PxVzbvcrnQ09NDIpAg5iiqGMpPzJ1eWAQRRy5duoRHjx5h9erVisWNlYoey5eF2o6V19BoNEGWGOk8AC5w2MQe1OyVPZyl09mzZ6HT6bB9+3YAylbCUO7PaK2C8m3Yq9RlHa71W7h1nZ2d8Hq9WGuxILW6GlarFXq9HpbiYtQtXYq0tDTodLogy2yoawGg+PkofUZKFjC5FUx6faHuETAR32mxWFBSUsLL/nR2dkKn0yEvLw92ux1msxnp6elISkoKac2NxYXtcrmgUqm4OzmctXayqNVq7NmzBxUVFVM6DkEQcSWquCWyABJElKxduzYo61MURbjdbjidTjidTrhcLrhcLrjdbrjdbrhcLng8Hng8Hni9Xv4qt6jIg+0juUhjweFw4JdffpnSMWab/p4eqKxWABNWM9sTi+n4+HhEl6x8fTjhxOYZU733crq7uwPeu93uABf12NgYjxOUjlk6H+n62A+GrKwsuN3usO5c9ZPkGvYqnVer1QHzGo2GL1Or1XC73bh69Sr6+/tJABLEHIQEIEFEgD1YP/vsM0WL0mSOJ38Yyx+uoaxPoZZLH+DSZbdv34ZarcamTZtCulljcdFGs498Xr5NqDZwSm3hjv/73xAHB3GgqgpjAFpaWlBSUoL85cvRDmDXrl2zUtiaWV3ZuBnya2TcunUL9+7dw//8z//wMiuffvoptFotPvroIzQ3N+PChQvYvXv3nCnUbbfbcfXq1YTPBA5nKZcuS09PR3p6+mwPlyBmDBKABBElRqORx5ppNBpotVpoNBrodDrodDpotVrodDro9Xo+sb68sxWfVlNTA7VaPfdavwFAdTUWnzkzkVSzZg3PeBYEAZhCKzJ5GRP5vDwBJ1QCTzRuWvZ+ZGQEwISAzcjI4C5/p9OJ/v5+XgqIxXWazWYuWvz+p8lGocqySM+nUqn4vYpk6Qxl9ZQu1+l0PFZR6ZjNzc0BVsxokn8iLWPv1Wo1vF7vjFhrDQYD3nzzTaSlpU3pOAQxV6AYQIKIwOXLl9HY2Ii//OUv0Ol0sz2cqGCWjWPHjsHv9+Ott94KKxrky5VEkVzgRJpn+yttI1+nNJWeOAFnf7+iyBssL0f3ihUzd0NnCJbBO1PnirSOfRZKrmZgogwRcyUrHVd+jmjWsVen0wlRFGE0GkPG1IaL1ZTHa0pd3nKr+cDAADo6OrB//35KaiGeBSgGkHh2YbF3Ho8Hbrebx9dJ4+2UJqn7h70XBAF79uwJ2R2BPZBramowOjoaYJGINiA/0jLpOjav0WjgdDp5oojSdtL9w3Hs2LHJ3OZZJXNgAOon4i8lJYVnnur1etgzMgAA+fn53JoWzr0dark8m1nqrlZaF24KtY3X68Xly5cBAEuXLkV+fj58Ph9u3boFh8OBDRs2wGw2o7W1FYIgYOnSpSgsLORhAaFi9FjogNR1/s0338BiseDvf/97XD6D+/fv4+bNm9i/fz8KCwuD1h86dAgVFRV48cUX43I+KT/++CP6+/tx8ODBuB9bzoMHD9DR0TFj4psgEgESgMSM0N3djfv37wd0HFDqPMAsRT6fD1qtlmcyAvEPyAeeWhu++OILnn2pVqvhcDiChNb9+/cV9w21TMliEi54Xx4/53Q64fP5oNfrodVqQ9ZwY69msxkOhwMAUFBQgPT0dLS1tcHj8WDFihWKsXnRZMNKrSsAAtaH21Y+z6xEcitNSEZG0HD3LhwOBxYvXoyRkRE8HBhA6o4dGH5yrMHBQfzhD39AcXFx6OPMMtLyQR0dHTwju66uDi6XC2vWrMHJkycBAO+//37IPr3REO+/Efb5hHO1T1cMYKJYQwniWYUEIDEjnDt3jscnhbKsSK0bLIM2PT0der0+IEGCTSwWTzrP4vLYPJtYnJ5SLF5zczOuXbsGn88HjUYDm80GnU6HjIwM6PV62Gw2mM1mbN26FUuXLp2xWD6r1Ypjx47B6XTi9ddfDxmbNDAwgLNnz8LlciEzMxP79+/n1syhoSGMjIxg8+bNMzLmuPLEbcdEgP3dd1H/8CHWrl0L3L2L8vJydHV14cyZM9iwYQPWrFkzywMO5v79+zCbzaioqIDdbsfg4CBfJ3elqtXqKYk/peNOlWgE4HT3MwaApqYmXL58edoEYVlZ2bQclyASGRKAxIwgiiIqKyuxZ8+eqLavrq5GdXU19uzZE7Y/brxwuVw8A/PQoUMoLS3lY62rq8O1a9eQnp4+o4kcRqMRr7zyCk6fPo2TJ0/io48+CihDI4oirly5gsbGRqhUKkURJG8pNqeQuGEBQCOzBCcnJ+ODDz7AiRMncPv2bcybN0/RTTlbiKKI6upqaLVa7N27F2fOnAn4LKTXxtz8iQb7vocTedMlAFmXnMOHD3MBmpubG/ZvMJL4VVrf19cH65MSQwTxPEECkCAUSJSHcVFRETZt2oSbN2/iyJEj0Gq1PPCeuctTU1Nx4MABpKamBu3Pig63t7fPvVptTyyADI3s4e3z+WA0GvHOO+/g6NGj+OmnnwLa4skJlW2qtCzW90rLmTBat25dUOFoINDFGS8BOF0uYBZaIEelUk2bCzgrKwtqtRo+nw82mw1OpxOvvPIK/4zjxaFDh+J6PIKYK5AAJGaMWB5OycnJ3J07G0QjEmaKVatWQa/Xo6OjA11dXdBqtTAajRAEAaWlpdiwYUPIfdnD8sKFCwklAM+dO4fR0VG8//77oTd6Eg7A3z55ZcKKvaakpCA/Px99fX28Nh9DKdNUKTZTvn2kDNVotrHZbHC73Vi2bBmA4NqAcgtgIsK+P+3t7Vi6dKniNtNlAXznnXf4/I0bN/DgwQO4XK64C0ApifLDjyBmAhKAREKyZMmSKdeuczqd8Hq9k4qrCuWqmy0WL16MxYsX49ChQygqKsJLL70U1X579uxBVVVVwgmM8fHxyG43mQVQ++Qa2GcjFR4pKSkAgD/+8Y8Jc61XrlzBw4cP+ftIAjAe4iM/Px/j4+NTPg6jpKQEL7zwAi9eLWc6LYBSWD9ut9s9Lccn4Uc8j5AAJJ5Zzp07h8HBQfzv//7vbA9l1hAEASUlJbM9jCCiEjzyGEBZPJpUeEiTFRJFALJxKHUMAabHAvjCCy/E5TgMQRBQVVUVcv1MCUDmCfB4PNN+LoJ4XkiM/5TEc8FM/8qeykM1kS0CiTy2aGGxiRE2CigBJHcBS9290WSrzjTyMbEYQDZuaQygPD5wrjBTApAVYJ9uAfgs/G0RRLSQBZB4ZpmKW01pv+vXr6O6ujps66pwy2N9L+2Y8awR1WcjiQEURRGCxPUrFx5MKCbSvZJn0EotgvJyRIlitYyVmarVx1zAo6OjvBxSpOLoSsXXldYTxPMKCUBixpjrFkCLxQIgdEzgZEpQhFunVDQaQFCiw1wkKouXxAIoiiK0stg/qdhjx5uuhITJIBeA8jFKP1OyAIaHtXK7efMmbt68OS3HJ4jnDRKAxDPLVP6pK7Vae/nll1FaWjrlcU2Ff//73xgbG5uWYz969AgGg2FGiuJGld0tiQH0+XzQSoSfSqUKEHtsu/b2duj1+pDdZZR6Hiv1Ow7VK1mpr7F0ki53Op187BOXExgTqCQAmXVwsjidTpw4cQJr1qyZchJVNMyUAGSfXXFxMXJycgLOL51X6q4T6fX69esJ9cOBIGYKEoDEM0u8LYCJkA1sNBrjKgBtNhvq6+vR2dmJkZERAE/vG2vflpSUBKPRiJycHBQWFqKgoGDK5XmitQAGxNE9ERrsYS39jJiL8Nq1a1MaV7SEKgcjFRbycjXsniklhcjdw1PBarVieHh4SseIlplyAbPYvyVLlsS9nNH169fjejyCmCuQACRmjGgfFKIo8ppuzLqgZHEJZYVh60ZHR/m+sYpBqVWDzSeCAMzOzsbIyAicTueU6qF1dXXh2rVr3K0tCAKSk5Oh0+m4OPP7/XC5XLDZbBgbG0NPTw/vh5yTk4Pi4mLecs7j8cDj8cDr9fLJ5/Nxy418YmLz+PHjAUWtpZ9p8bVrSBkYAPDkM3ginJQsgOy7tW7dOqSmpga0FQw1sZaCobadKg8ePMCNGzeCkkDCuYCn6t5n4nGmYiEFQZiRczEByIT+dEFxgcTzBAlAYsaI9p/r9evXUV9fH5dzqtVqDA8Px9ROTi4upMtnmp9//hkjIyPw+XwQRZHXQTt69GiASFFyWYeCCS2VSoWioiKsWbMmYgs1URQxMjKC7u5utLW1wWQywWQyTeqapFaj4eFh3g+arWOTT0FYsM9GnkTC7kVJSQny8vImNa54E00WMCNeAjCa1m3xRBCEGYlJZQJQr9dPy/ET4ccdQcw0JACJhIP9s9+6dSsP/mYTEwvsQcfeK61//PgxqqurMTo6GrMAlD7UmNCYjYdER0cHVCoVtFptQIyTIAi8NEY0XSqky61WK0RRxP79+6PunSsIArKzs5GZmQmfzweTyYScnByYTCYUFBRg48aN0Gg00Ov10Ol0QVmucq5evYr6+np8/PHH3IoYRFISen/7DX19fRPX8+SzZeI1VB3AREFu8ZsJC+BM34eZdgFPtwWQegITzxMkAIkZI9oHBXNjVVZWTsnNydybsSK3asy2W6iiogIvvvgiAKC3txenTp3CmjVrsGrVqkkd7+zZs+jq6sKpU6egVquRlZWF/Px8ZGVlISsri7fg8/l8GB8fx9jYGPr6+mAymTA+Pg6/3w+dToddu3bh22+/hVqtxrx584DGRqChYcJVy8SNShU8Ach+9AhlnZ1QGY2ATgf4fBOT1/t03mQKFN+SjOBQAjCRgvnZmOS1/pRiAENlMUuTVNjk9Xrh8XjgdDrhdDrhdrshiiKcTicXSoODgzh//jz/MRMpYSXUJAiCYswlw2azQRRFfPXVV0HroumfHE1PZQBwuVwAgB9//FHxx43ScXQ6HRwOh+IPEfn2zJpdU1PDW/cRxLMOCUAi4WAC0O12x6XvZ3V1Nerq6kI+5NjD5fbt22hpaYEoirDb7WhqakJ6ejp/4LCHK4txU4p7k08+ny8gHo69Z1mpzLXLXuUTEPiwikc8IhMgS5YswePHjzE0NIShoaGI+zGxWFVVhaVLl8LtdkOlUmF0dBSPvv4aab/9FrB9qDI2KpUK6tFR5FgsMLvdUKvVIbNy7XY7gAnhaxwc5PdALgCZgEokC6A0gxkIFnnMmnXo0CG+z/fffx+Xc4+Pj0fVEi5UP2Mg2HWttD0w8fdqs9nCHjfSeSOtl8YCR7Ovz+fD2NgYNBoN9yKEIjMzE263Gy6XC3a7Hffv35/0jyuCmEuQACRmjK6uLhw+fDjiduyfPRNmk6WnpwfA04dhqFIQTGDZbDbuAhJFERcvXgw43rlz56Y0nnDIS1hI35vNZty6dQuiKHKrZltbG88GzszMRHFxMTIyMqI6F7OI7NixAwD4cU0mE0ZHR7kwValUSElJQWpqKs/8vXXrFurr6wOSG3w9PbBcuQLrJMRXf39/VNuNjY3h/r17EEtLYbFYgjJlE7EQtFyUygUgW15WVsYzd/Py8mA0GhXDGth8Y2MjVCoV1q1bB4PBAJ1Oh76+Png8HqxatQoqlQp6vR4DAwM4d+4cNmzYgDVr1sQ8/u+//x6Dg4P4+9//Ho/bMSUuXbqER48e4aOPPooqS9pkMuHEiRNYuXIl1q9fH9U5RFHEZ599hjt37mDZsmVTzsYmiESHvuHEjKHVankVf4ZS3JrD4YDVap2yAGTH++tf/xr2n3lzczMuXLiAXbt2YeHChbDb7dz1abVaMTAwgO7ubmRmZiI7O5tnj7KJWRk0Gg2f12q1/FWj0fBXnU4XU5bpkSNHMDY2hnv37gUsHxwcxOATixgjKSkJr7zySkCdNCXk5xYEARkZGWEF5N27d3kXFLVajbS0NOTk5KC9oQGLHzxAYV4e+vv7odPpeJkOpS4N0nmpqJFm4rJXlUqFnp4e9Pf3Y+GmTRB278ZwfT0XqADw2WefccshAPz2229B1xfJhR+Ni38q21y+fBm///47H+OlS5cC3u/YsQMdHR24cuUK1qxZE7EOY09PD0ZHR2E0GrFgwQIAUCyNwnpA9/X1TUoAJlJiBLtX0f7dMOtqY2MjHj9+DJ1OF/D/RJ5AVFpais7OTqjVang8Hty+fRtbtmyJ4xUQROJBApCYMebNm4dXX3014nZMkDH330yTnJyM5OTkibg2TFipuru7sXDhQqxevXpGxmA2m9HZ2Qmv14u8vDzs3LkTgiBgYGAAly5dAgBs27YNFRUVGBgYQEdHB5qbm3Hy5Em88847yMrKCnnsWEuc/Prrr2hra4Ner8e2bdtQWVk5scLnw8Vjx2Cw29E/OgqVSoUlS5ZAs3QpkJ8PsIes3x88seVqNaDRTLxKpyfLRhoa0NzSgrK//Q1rCgtxv7kZWq0WLpcroGYes3op/WgI5+YMtyzabcMl3+h0Op657fF4YLFY+PfLarXC6XTyWDsgOgvmq6++iq+++gq///47F4BKsEQhs9kc8Zih9p/t+NfJkpKSwmMApf9HlL77oijyH1Ps+9TV1UUCkHjmIQFIJBxJSUkAwDspzDazkWH6008/8biqlJQULuhYXJcgCLh+/ToWLFiAiooKVFRUoKqqCqdOncJ3332HDz74IGR2bSwC8IcffkB/fz+ys7PxxhtvPLWk+v3A8eNIHxiA+8l9WbhwITRlZcB7700IuDjg9vlgsVggSoQeABgMBrjdbnz00UdxOc9MMDAwgO+//x5Lly7F2rVrcf36ddTW1gYIwGiSWIxGI9LS0qJKckpNTZ2SAEwUmBCNZUylpaVcAI6MjOCFF15AVVVV0HZutxt9fX3IyspCamoqPv/8cx7vSxDPMiQAiRkjWmsCEy61tbVoa2sLcB/Kj6PU5J29xsuCOBsC0OfzQa/XB7l0mQBauHAhHj16hB9//BHvvvsuAKCwsBB79uzB+fPn8e233+LgwYOKru9oXXs///wz+vv7UVxcHGy5vXwZ4pPEGmAivi113ry4ir/79+/jzp07AWV5WNmRuWidYm5JeakXVtcQiP47Fu1nmJeXh+HhYVgslqDwi0gkogCMltbWVrS0tAB42tEmVMkjnU4X4HafqeLWBDHbkAAkEo60tDRotVrY7XYu4ibrojMajVN+kM2GAGTxcfKixmwsGRkZmD9/Ptra2lBdXY1169YBmCidMz4+jtu3b+O///0v3n333aBMaun1KN0br9eLc+fOoaenB+np6di+fXvgBk1NwMWLaGpqeirGtFrggw+A9PR43QIUFBQgOzsbw8PDAfeeiQFRFHnWNpvq6+uRlpaG/Px8xX7Afr8fer0eq1evnnGBw+o2yrOCpZ9DLAIwGlFUVlaGhoYGtLe3x5zZmkgxgLHgdrtx8+ZNAMCHH36I1NTUmPafqeLWBDHbkAAkZoxY6gD+9a9/nebRRI+8nttMoXQ+qVDYs2cPent7UV1djfnz5yMzMxMAsGbNGoiiiOrqahw9ehSbN2/G0qVL+TGUhAejvr4eN2/e5A/AsbExHDt2DEVFRdi/fz8wPAycOIGex49hs9mQmpoKh9OJlo0bsaa0NK7Xn5eXh8WLF+Pq1asBSQCiKCIpKQnj4+M4f/580H4jIyPo7OyMeOzi4uK4jjcS8l7A0szlWLOYoxVnzOrV29sbswBk341ffvklpJgOV09Qvlx6faESg8JZ9KPl7t27cDqdWL9+fcziDwAvS0QQzzokAAkiAolUY05aukYQBOzfvx/Hjx/HqVOn8NFHH/GH9rp165CSkoKrV6/iypUruHXrFoqKirBhwwa+jdvthkajgdPp5DUQPR4PBEFAUlISHA4Hli9fjv7+fvT09KC9qQkVv/6KsYEB9Pf3Q6vVYuHChfhNrYY9P39arlceG8csXyzZIzs7O+DemEwmvo1KpUJOTg6WLVuGnJwcCIKA7u5uXL9+HQ6HY1rGGw65BVAq5mP9jkUrAFkG+mTiANl429vbw54/VHkleTkj6ftwk1KXn7GxsahjgllCx9q1a2O+ZnbeuRZeQBCTgQQgQUSAPZxn8qEQysUnt0ZmZ2dj9erVuHfvHi5duoTdu3fzbRcvXoxFixbhxo0baG5uRnt7e8DD/Isvvgg4l1qtxsqVK7Fx40b85z//QVJSErZu3Yrh4WEcP34ctp9/hre/H62trVCpVFi8eDFUK1bgxXfeedr5I87Ir5eNlYmT4eHhoH0KCgpQWlqK+vp6DA0N4eLFi9Dr9aisrOQtAWfDxackZoGnYh6IvwsYmBByk7leNs5//vOfMe8bb3777Te0trZGtW1OTg76+/vx4MEDrFy5UnEbURRx48YNDAwM8KLurLyQ2+2e9pZzBJEIkAAkZoy5+qs6kdqMKbmjN27ciPb2djQ3N2PRokUoKioK2Id1RmDk5uYiKyuLtxUbHR3FyMgIfD4famtrIQgCcnJy0NPTgxMnTmB8fBxahwPl/f1o7+qC3+/HggULoCspAV5/fdrEn/R65RZAr9cLtVodVKT48OHDGBgYgM1mgyAISE1N5e3S6uvrueiKpwA0m82orq7G4OBgxPZqwESCgjS5SZoEEu3fSCzxeZO1aLExScvtzBZsLEeOHAEQXDhd+sq4efMmamtrFS2RNpsNXq+XWxxZ7UmdTge9Xg+tVsv7XRPEswoJQGLG6O/vx6effgpRFKHX6+dMCY/ZigF0Op344osvUFZWxrt2yLuXMA4cOICjR4/i3Llz+NOf/gSNRgO73Y4TJ07AbrdDp9NhzZo1WLduXchaaM3Nzbh16xbu3bsHo9GIzMxMmEwmCIKAXV4v1E86hiQlJSEjMxN4++2JPr7TiNw1ysRMKAGUn5+PwcHBgNZk0u01Gg0EQUD+FF3WVqsVd+/eRUdHB3dNsmLf8s4d0mLXw8PD0Ol0yMzM5AXHmfVVep2RiCWBZbJZrbOR/BQK9vmlpKQAQEhxzeYNBgP/gaMUX6hWq7F+/XpFCyGrQzoyMkICkHimIQFIzAgHDhzA+fPn+S9t9o98LjAbAnDBggVoaWmBw+FAa2srF4ChxpKSkoLt27fj999/x9mzZ7F+/XqcOnUKoihi9erV2LhxY9jzCYKAqqoqLFy4EJcvX0ZTUxMEQcB7772HDJ8P+P/9/1Df1gYAmD9/PrB2LfCkUPZ0Ik+OkFpxlD6PAwcOTNtYnE4nampq0NrayrPTtVotj5eMJnHp0KFDyMnJwYEDB1BbW4vr169DFEXucpwOF3As20pJRAH4zjvvzLo1kiCeFegviZgRCgsL8fHHH8/2MCbFbDwIt2zZgi1btuDo0aO8kwQQvuftkiVL0NzcjN7eXvz4448AgJdffjliazEpgiBg165dqKiowLlz53DixAn8saoKKo8HTqcTqampMKSlAZJYw+lE3j9XmuAxE3i9XtTW1uLhw4fcqqhWq1FaWoo1a9Zg3rx5OHfuXMSsY4ZKpQpqazbZMjDRolar4fP58MUXX4TN2lXKuJXWYJxNErHXM0HMdUgAEkQE2MPZ4XBgYGAAHo8Her2eJxRMBxcuXIDNZoPD4YAoijhz5gyAp0Koo6MDbrcbOp0OarUaDocDDoeDi0W/34/NmzfHJP6klJWVYdeuXbh44QIeHjuGkicP4MzMTGDxYsBojMNVRkYujCK5gGOhpqYG4+PjPPhfFEX+Kooi7HY7xsbG+Pbz5s3DmjVrUCord8NEarTIu1pMJgaQbf/777/DaDQG9PqtqalBb28vF3useww7D7PCy93T8n7MY2NjsFgsCRH7SgKQIOIPCUCCiAKVSoXHjx/j8ePHACYKTB88eHDaztfV1RXQ15adl2GxWCK2Artx4wY6Ojrw0ksvBRWDjoZFajXs1dXw9vVh7EkruvT0dEBWnHo6kcfGMSEw1VIdZrMZt2/fDrmexfDl5uaioKAADx484NnF4cYYKTZPyQI4mSzgkpISdHd3o6GhAXq9PkAAdnR0YGhoiJ8PmPjc3n///aiOzWDxoIkguhLJHU0QzwokAAkiCvx+P9LT0yf63Wo0yMjImNbz/fnPf1ZcbrPZ8OWXX2L58uVYv3497HY7vF4v0tLSoNPpcOTIEahUKrzzzjs4f/48+vv78Z///AerVq3C+vXro0seGB4Gfv4ZePQI2T4fBgFeR06n082oAJwuCyCzlK5btw5r1qwJe1+cTic6OzsnxK8CTAB6vV5eniYccjHLClsDEwWboxGSer0eALB9+3ZUVlYGrHvrrbcijiEaEin7fTosgMePHw8oIxQqwYognlVIABJElGRmZk66uOx0oNPpAgRHb28vvF4vVqxYgbS0NLz55pvo7u7G+fPnce/ePTQ2NuKll14KnQHrdAKXLwM3b2J8dBTt7e3weDwBdQKhUgEFBTN0haEtgFMRgCaTCV1dXVCr1bzwdTgMBkNY6xkbo8fjiSgAQ8UA6nQ6pKWlwWQy4fDhw9Dr9cjIyEBBQQHmz58fMhtVq9VGJTonw7MuACsrK5GSkhLg9hdFEWazGT6fj3fWIYhnFRKABBElieB+Cid86uvrASCgtEVJSQn++Mc/4s6dO7h//z5++OEHlJeXY8+ePU+zKUURuHsXuHABntFRtLa28oSHnJwclJaW4uHDhxMu6e3bgUm015osSmVggMlntgLAtWvX0N/fD2Ciy8XmzZunNEZ2Hz0eT8RtpeOWx/0xy19BQQHMZjMGBgYwMDCAe/fuQaVSISkpCenp6UhOTsbo6OiUxhwN8gSc2WQ6XMCrVq1SbI/3/fffY3BwkErAEM88JAAJIkoS3TU0MDAAnU4XVGJHEARs3LgRy5Ytw08//YSOjg58/vnn2L17NyoA4OxZ+Pv70dXVBZPJBGCirMyCBQugzcgA9uxB2/z5MFssWLt374xeUygXcCx18ORs3boVHR0duHv3blz6AUtdwJGQWgCVrFoajWai5/KT5SaTCW1tbejr68PY2Bj6+voCjjedVqpESryYybFM5btFEHMJEoAEESWJ8CBkKIlRURTD1khLSUnB//zP/+Dhw4e4ff48Wv6//w9uiwUZGRk89kyr1WL+/PkwpqcDmzcDO3cCej3Ex48DytHMFKEsgFN5SDPLzt27d3ns3VSQuoAjIRWA8mvT6XS8viAwcY15eXnIk8RcHjlyBElJScjJyUF7e/u0WqkStQf2TJwr0X/sEUQ8IAFIJAQXL15EaWnpRJHhOHPr1i0MDAzgtddem9JxnomHgihiqdWKRaOjaBoZgdXhgNVqBTDhLs7Ly5so8/LSS8CTzF9gItbM7/fj8OHDAJ5mye7evRsVFRXTNlwlC6D0dbLEU9ww0R2tBVDuAmZj0Ov1Eb9j7L7Hknk8WRIpBnAms4BnqsYkQcw2JACJhKCpqQkulwvFxcW8hROrzyat0cbmHz9+jKSkpIAgbmkwt3S+tbWVt+uaLIlmFZjUWHp7gVOn4O/pQVd7OxwOR8DqHo8Hqe++i6Rly0IeIisrK6CY8GTKy8QCE1fswa/VaqFSqfjYDx06pLjfzp07sXjx4pDHjaegiJcANBgM/N6GE3XS1nFWqxXJycnT0h0jkWIAyQVMEPGHBCCRMHR2duLTTz+dlmPHI1MyEQRgpIeT4hhdLuD8eeDWLZiHh9HZ2cn7MVdWVkKbno6bycmo0+tx59o1bPR6g4Lj2QP47bffjtu1RIM8UYJ1rBgYGAAwYbVUIktivVQiFgtge3s7uru7Q/7IYAkzsbqA5QKQuaOdTieSk5ND7g+At447duwYKioqsG/fvojnjpVEqr1HApAg4g8JQCIh2LRpE0ZGRgK6Esi7E0jnr1y5wsuyCIIAjUYDtVod0MmATRqN5pkRgDHT1QWcOAH34CDvLaxSqZ66e1etAl56CVtTUlD6+DF+/fVX3Lx5E42NjXj11VeR+iTjd7bcYqFcwHl5eRgcHMQrr7wyqePKLYvhqKurC0q+mCzhYgCZ6BsfHw8pAIHA7+GiRYuwYMGCuIxNDhvfxYsXcfHiRb5c/l2QvpeX6WEua6VlSu+VlguCwC2+ly5d4n/L8i4m7P9AZWUlysrKJi3kyAVMPC+QACQSAqVyDOG4evUq9Ho9Kioq4PV64fF44PV6+cTe+3w+eDyeAHeyz+fj61jdr2hIBEtIOAIeXKI4UdPv0iUMDgygu7sbAJCWloYFCxZAyMsDDhwAysv5LsXFxfjTn/6ECxcuoLW1FceOHcOqVauwcePGhBOAaWlpGBwcnFQM3I0bNzAyMhJw3HC8/PLLACZEo9K5Hj16hEuXLkXVEk4QBO4qZiKUuVhZcWdpB5hQsHOtXr162oqSs2vNzMyE0WgM20eY3UfpegCK27LlbFvpdmxe/spqJY6PjysmhEjn29vboVKpkJ2dzeMqw41DvozFxBLEsw4JQGJOolar0d/fz5MSpoperw9bUmO6YgDHx8fx7bffYuHChdi6deuU3U9+vx8YHQWOH4fY2Ynm5mZYrVYIgoDKykqkZmYCL7wAbN0KKAgWQRCwd+9eLF++HOfOncO9e/fQ0tKCtLS0KY1rqsjj5qQuwVjvWVtbG3/IM1dqOCJZj+WCLhzS7xE7NxOA0dYTlJbBmc74PCYyFy9ejBUrVkzbeeKJ2+1GXV0dmpubeUkjQNmqF8qSmQgxjwQxE5AAJOYkzCJQXl7OXT9y1y9z/8pfpfNarZYviza+zul0wmKxwGq1wmq1wmazweFwwOl0wuv1hrU0CIKAjIwMFBYWYtGiRRgfH4darcbDhw/x6NEjrFu3DqtXr454/UpiVK1WI7m1Ffg//wfjJhNaWlogiiJSU1ORm5uLx2o12isqMN7bC9eXX8Lr9Qa4z7VaLQwGA/Ly8lBWVoaDBw/i+vXraGhomHWriNxtyvB6vTEnQBw8eBADAwP4/vvvudVtKjDBEK0FkH12cgsgE4ThkklEUYTb7eYu6WgSTyZLIsUARotOp8PatWuxcuVKHDlyBFVVVXjhhRdiOsb58+fR0tIyTSMkiMSBBCAxJ1GpVEhJScGuXbtm5HyCIGB4eDhk1ql0XErz7D0r7tvS0oJr165h/fr1+NOf/oT6+nrcunULt27dgslkwosvvhjbAD0eLHr4EKr799GZk8OtH2q1GharFY1FReifPx8qux1qtZoXjGbucI/HA7vdDrPZjN7eXty7dw/AxAM1PT0dY2NjACaytZk1kLnRrVYr7HY7VqxYMW1ZwUw0ye/pZMUJu554WDblFrxwSC2AoQSg3AJoMplw584d9PT08G37+/uhUqmiSjyZLImUBRwr8uShyew7nSV2CCIRIAFIzFmsVisuX74cMjYJmPgnbjAYYrYCyGFFlouLi5GUlITk5GSkpKTAaDQiNTUVqampUT8snE4nGhoacO/ePdy4cQMGgwHLli3DkiVLcPLkSbS1teHUqVM4cOCA8gH8fsDrBWw2YHwc6O4Grl1D0dAQeoEA15czKQkje/agZP16vFhVFTa5gF2nyWRCZ2cnBgYGMDo6ivHxcQAT4kWaDCBFpVKhsLAQRUVFUd2DUIyOjuLrr79WPD4QbGWbrABk1zTTAlD6HZG7caUC0G63o7q6Gm1tbTwmMDk5GQsXLkR5eTna29vx4MGDKY89HIlUCHqyTGbs7HPxer3T1meZIBIBEoDEnMRgMMBms6GxsTGq7T0eT+xWNQkqlQppaWl46aWXJn0MhsFgwJo1a7Bs2TJ88cUXuHTpEiorKyEIAt566y2cOXMGvb29+OWXXwLLe/j9UF+8iFXnziH/xg3g0qUni/3o7+8PyFRNS0tD7r59yPjwQyAGN6dS9wmGxWJBV1cX7ty5A7fbDa1Wi+XLl8NsNqOzszMuD0uWnJGXl8fFGcteBpRdwJOBubTjkUCRl5eH/Pz8iOIaCF8HkAn36upq3L59G8CEKKysrMSGDRt4RrZ02+kUZ+xeDw0N4dGjRwE/rAAovo+0ThCEGYknnIoFMJFa4BHEdEICkJiTeL1eJCcn44MPPojYHeLw4cOwWCxTPme8k0B0Oh1WrlyJu3fv4ubNm7Db7XA4HLwlW3t7O3799Vfk5ubC4XDA19KCnNOnofF4YDabMTo6ymvSARMP7Hnz5mFeWRmE114D4vygTUtLw/Lly7F8+XLcvHkT9+/fx71791BWVgYguoSKSDBrV2VlJVJSUtDV1QVgos+x1P3e3NwMYPLuSdZyLR6itbS0FKWlpVFtq9frIYpiwLW0tbXh0KFDXHgYjUYYjUasXbsWhYWFisdh2zY0NKCrq4tbwKV1CkVRxPLlyyfd75iVYenu7uZZ5PFgJhNKpuoCJohnGRKAxJxErVbD6XTi2rVrABDkBmbL5OUmJgurMxYOVlJmYGAgKDGEJZqwLhYOhwM2m40LntraWn4cqZWora0NbW1tAICczk4YnliuWHySRqOBwWBAWloa8vLyoCorA157DcjNndL1RmLTpk0oLy/Hjz/+iI6ODgDAt99+C61WC71ez93kRqMRer0eHo8noFSP3W6HxWKB0+lUfNCyz1VKSUkJLBYLxsbGkJqaivHxcZw6dQo6nQ56vR5vvvlm1G74eD7cu7u7cefOHezbtw9GozHstkywlpeXQ6VSob29HUlJSSgsLERrayvmz58flaWaWUc7OzvDbpednT1pAajRaOD3+1FSUoKqqioAgTGY0nstj31Vqv0HRJcoEw9qamoATJSE+eSTTwAoi8Fwy6YzwYYgEgESgMScJCUlBXa7PWoX8FQfPGq1mieBSIvO6nQ6iKLIhV60CIIAvV7PCxpnZWXh9ddf5xYpJiZdLhdPeEltbYWg1aK6uhqZmZlP+yZnZAD5+cDy5cCyZcAM1eybN28e1q5dizt37iA7OxuiKMLlcsFut2N8fDyi6Gald5KTkwOKeLPM3I6OjgBX7SuvvIK6ujpcu3YN27dvR2trK5qamuB2uzE+Pg673R5RgDGk93mqgf5msxlDQ0OwWCwRzy8IAlQqFQ8lOHToEDIzM7F37160trZGXW+xuLgYH330EURR5Bnt0oLI8YDFNKampk5Lj+7phP0oYS7+cKJUvm58fBw2m21uFn4niBggAUjMSbxeL9RqNf74xz8GuICVHn5HjhyJqrhuODweD7RaLfLz8+F0OuF2u+F2u3lsWkpKCtLS0pCdnY3c3FykpaUhNTU1wMUoL2bM+Pe//w2PxxOwrSAIyMnJCRyEJJZPFEUgKQn4v/9vYBr6wEYLEwmbNm0KsjSJogiLxQKXywW9Xg+dTgedThdVsoQoiqirq4PRaITb7eYuWybkvV4vioqK0NTUhJKSEnR1deH69etIT09HamoqSkpKwooxlq3c2dk5pa4RwFMh8ejRI6jVamRnZ4e8RmkZGLav1BoZi2UyJSVlkiOOjrnsCvV4PFCr1Xj33Xdj3vfWrVu4d+/enMx+JohYIAFIzEnUajX8fn9UMVzxKOKsUqmQlJQ06dZjQOgYRY1GE105D4moEEURMBhmVfwB4TNgWc3DqaDT6eByueD3+3Hr1i2e6HL16tWg+nvt7e0B+yYnJ6OqqgorVqzA2NgYTCYTRkZG8PjxY1gsFqhUKvzyyy8AJuIXU1NTUVRUhEWLFiE7OzvkmJxOJx49eoT29naYzWZ4vV6oVCo0Nzfz2ESVSgW9Xo/U1FTk5OSgsLAQKSkpip/zZAXgdBNLu7xEg/1AnAyUBEI8L5AAJOYkLD4pGuIlAKfLJaTRaKKzUEpElt/vB6axBly0MLd3PBJApLCkg5GREX7fWW1CADx2UBAEJCUlAQBeffVVJCcnw2w2o66uDkNDQ6ipqeHxYAxBEFBQUID58+fDZrNhcHAQY2NjGBkZgdlsRm1tLf9+6fV6GAwGuN1uuFwuXuibYTQaUVRUhPLycu62Hxsbg8VigcVigclkwtDQEBoaGvg+cmEiPV4iWZ3msgVwKszl+ocEEQskAImE4vjx4/D5fCH7d7LJ7XbHJMgSWQCq1eroHjZPBCB3GyZAkPp0CMCmpiZeb7CwsBD9/f0QRRFLlizB+Pg4uru7sWPHDlRXV8PpdPLyK3fu3OFFqeWsW7cOWVlZyM3NDesaHhoa4l1ZtFotfD4fRkdHodFoeGJLeno6SktLFV3HFRUVQce0Wq3o6uqCy+VCa2trQO/peBW2nk4ScUzTCVkAiecFEoBEwnDixAkMDw9z15M8OJvNC4IAg8GA9PT0qI4bL/E2nRbAqI4tdwEnkACMV8HcgYEBXLx4kQurnp4evu7hw4d83u/3IzU1FVarFXfu3AEADA4OQqfTIS8vDyUlJVi4cCF+++03jIyMYN26dVGdPzc3F1u2bMGjR4+wYMEC7Ny5c8rXZDQasXTpUgATCSNSAciuBQiOB0wU5mIyREVFxaTjfp+FAtgEEQ0kAImEwePxQKPR4G9/+1tcj5voLuCoj/vkwcStRiEeUH19fejv78eKFSti7pMbK7F0wYiE1WrFjz/+CGDiGn0+HzZt2oTa2lo4HA689dZbGBgYwNWrVwP2W7x4MQRBwPr164Na0b311lsxP8inUkQ4EkpZvm63G52dnfD7/bDb7WhrawvqbAM8FSTSskZKy6T7sVqTU2EuCqEtW7ZMel95hxaCeFYhAUgkDBqNZloeNvESgNOFKIpxPf7du3fR09MDp9OJhQsXBmcTK3D48GFkZ2fjrbfeiulc8RKAFosF33zzDS9r4vP5sGfPHlRWVmJ4eBgtLS1ITk7m8X5Si3AkK12sGb4zGfum1WphsVhw7tw5ABP34ddff43b8QVBeC4F4FRg36u5aPkkiFggAUgkDCyzN96sWbMmLseZrgfCpAVgiPGUlpaip6cHHR0dGBoawuuvvx7FoSZ3bfGwkphMJnz33XdcaPh8PuzcuROVlZUAJoomt7S0oK2tjVv4VCrVtBUVni4BePz48aCONG63G8nJyVizZg2uXbuGpKQkbNiwISDcgb1KlzEBzKYzZ84gLS0Nu3btCtgvHpbZ2RKAoiji2LFjcDqdfBmzarrd7qDtNRpNUC1O+fc62mLQAFkAiWcfEoBEwhBLZm8sLF++fMrHiNWKyFpxRVvzLioBKNkm3FgePHgAAFi0aBFKSkqiLnY8GUGlVPy6q6sLV65cgd1u5+dmIkLeMQJ4ev0ZGRk84WLx4sV8O9Zmrbu7GwsWLAAwIXBY4smRI0cAPL0nS5YswdatW2O+Fjnx/i46HI6g+8XiWZctW4Zbt25Bo9Hwrhux4Pf7kZKSgnnz5sVruAHHng3cbjesVit0Oh1P9GHtEtPS0vh3mn2PRkZGoNVqYTQaQxZ7lk6hltvtdgwPDz93lk/i+YMEIJEwxLuUSDwJFaDvdrtx48YNdHR0wOPxRGw7Jxd60uP+61//UtzH7/dPdAOx2bD03r2n4whxnsLCQjQ3N6O6uhrV1dXRXB4AoL+/P+QY5EjFm1RcWq1WnDt3Dn6/HxqNBikpKRgfH8e8efO4i5+155OKwq1bt+LmzZv8eqVoNBqo1WpYrVa+Tlr0OyUlJeABHm1yUCTiLXw+/vhjnD9/Hi0tLYrnEQRh0lanTZs2ha1dOFlmIjFlYGAAo6Oj/O+HtQy02WwAJn7ArV+/HgBw/fp11NbWYv/+/UhNTQ04zqFDh1BaWoq9e/dOaTwtLS04f/48CUDimYcEIJEwSAvPxqudVbyQCzen04mff/4Z/f39ACayYFNTU3kvXL1ez11SoijC5/PxSUkksmuWWy78fj8GBwcnBKDRGFwyxu8Pav3GLHkLFy7k1jelHsnSXsnd3d3Q6/XIysoKevBJxyof9/DwMJ+3WCz44Ycf+DarV68GMFGeZfPmzRGtU5GSL6TXoFKp+PbvvvvutHxfZloATEUArlq1Ks6jecp0WwAvXbqE0dHRkOvz8vL4fKQSLfEY6/Na/5B4/iABSCQMzALY1tYW1h2p1Won3eB+skhdwHa7Hd988w1cLheysrKwadMmlJSUTNu5v/jiC3g8HixeuBBZNTXo6+uDy+WasPA9sdgpxT81NzeHdYVJ3wMTWdjSwstA+BgqJh6BCesLIzs7G8PDw5g/f35Qd45whAu+lz/4pWJ5un4wTFdCkvw9u15m5Tx69Cg/d3p6Ol577bW4jyMSXq8XP//8M/x+P4aHh3H27FlotVrodDro9XpotVr4/X5es5O58UMJWJVKhVWrVnFXrpQXXngBVqsVnZ2daGlpwc6dO5Gfn89/TEnDKGZCnFEdQOJ5gQQgkTCw3qbnz58Pu50gCPjHP/4xE0PiqFQqeL1eXLx4EW1tbfB6vdi6dWtc4gsjkZycDJPJhJs3b2JZVxcA8A4VJcXFsDscGB4eRlpaGoxGI0ZHR2G325Gamgq/3w+HwxFkXdPr9Vx8iKKI9PR0uN1uxRi9cK9jY2PQ6XQoKiqCXq/HokWLcO3aNR7Tx4jGMhNJxMktgNP5oFar1QHWzemEXRMTOuxz8Hg8ikWtZ4Le3l48fvwYwIQY7HryvZsKDocDe/bsCVo+b948zJs3D+Pj4wCAtLS0kC0Epb2glYiHBZDqABLPCyQAiYRhzZo1SE9Pj9gXdzZiBQ0GA8bHx9HU1AS1Wo0dO3ZgyZIlM3Jut9sNtVqN3Xv2wNjVxa1qlZWVqHzlFfT29eHUqVNYsmQJVq1ahWvXrqGuro4/UIHgjMZ169ZNKtlAzr/+9S+kp6dj3759fJnFYuGWnlhKarBtw32+SjGA0/GgLisrQ1tbGwYHBwNckPFCyWrJ4ib/8pe/AAAuXLiA5ubmWQ2JUKlUyMrKwjvvvANRFOF2u1FbW4uamhpotVoIgsCFOfu7lSdzsR8Zkf6uo/k8mUiOqnf2JCEXMPG8QAKQSBgEQeClPxINJsI+/PBDRTfWdCMIAkpKS4HMTHR0dDx9wEoyjZnIYw+urVu34tq1a8jIyEBlZSXu3LmDTZs24ebNmyEtKOEQRREOhwNAoKCTuzVXrVrFO4PMnz8fGo0GmZmZEY+/ZMkSGI1GbN++PewY2Dmns2Dv5s2b0dbWhhs3bkRVRidawrmA5euk1q54dVqJFmkIhtTtbjAYkJaWxpezSfp98Hq9/PMxGAzQarU8ySMc7PM8c+aMoiVaOpaffvqJ3zu5ZXiqkAAknhdIABJEFDCX42yIPy4SZC5YAIDfH+SyYg+wiooK3LhxA2q1Osh9O9mH25dffhm0TG6xk9ZdTEtLi9pNXlZWhrKysrDbzJQL2Gg0IjMzE/39/fj8888V4yJDxUqGi6FkY/33v/8NnU4Hj8cTUNxauj0T9rMhAKUWR/k1sLEw4a1Wq6HVannGMNve7XbDZrNh6dKlGBsbi3hO9j1OS0uDXq9X3MZut8Nms/FYRGYJVqvVGBgYiMuPAXIBE88LJAAJIgqmsxVcDIMIXqYgAJXcrvKaaZN9UErFnEqlQm1trWJR3ngjjVcEJh7S092ya/v27Th//nyQdUkpgSbUMvl6i8UCt9sNvV4fEI8p3YbBPldWLHomkX5f5N97Nq7c3Fzs27cP58+f59nwUtLT0yGKIu/hHOnvhx13/fr1IT0BR48ehUqlwocffhhUY/PQoUNxEW3T2QqQIBIJEoAEEQXT2Qou6nMrFYKWCEAmhNj2Q0NDAAILTTMX7mQelIIgBBVYrq+vj/k4U0HJAjhdFBQU4KOPPorrMS9duoRHjx7h4MGDACZa8IWyAEZKeJhOwlkAmfCaP38+zp49C7PZjJycHKxZswaZmZmw2+148OABurq6YDAYoNfr4XK5In7n5KEMUkRRxMWLF2G1WrFw4cKQBdapDAxBRA8JQIKIgtm0APJzKyUCPOmdOzE78cBiD8dffvkFAPhDWaVS4d69ewBi748bjpm8L0qxXnPRUiOKIqxWKwDwwtVyQSt1Ac800hjAUALQbrfDbDajuLgYr776Kl+fkZGBwsJCXLx4EU1NTVi5ciUePHgQMaNZ6Xq9Xi9u3bqFhoYG+Hw+pKen44UXXgh5jHiINnbtc/F7RRCxQAKQIKJgNi2AkkE8eQmMAZQW0J5YNPHgWrp0KVJTU9HZ2Ym2tjZkZGRg/vz50Gq1WLZsWdyGNVMPSqkLOJyFaq4wMDAAAMjJyQEQPgZwpgl3f5lAYmVyQn2Xqqqq0NTUxF3crI9zKKQWQK/Xi2vXrqGpqQmiKEKv12PTpk0R40njaQGkXsDEsw4JQIKIgtm2AD6Z4cukLmC5y4q9r6qqQm5uLoqKijAyMoLMzEwuNuYa8rhGaSHouSoAzWYzgKedLkLFAE5nyZNQKGUBM+TCNFR8otQyLe0HHemctbW1uHnzJvx+P5KSkrBx48aoShbF62+ULIDE8wIJQIKIAnm/W51ON2OZmfIs4ADCCED2PicnZ9qE30wK43ClZ+YizMLEsqgTyQUsTxqSIo+/CyXspN/DaHoKj4yMQKVSwWazITMzE+vXr0dFRUVM46ZC0AQRPSQACSIKmNBhjeKzsrJw4MCBiG6tOA8ieJmkSLBcAM6UC2smLSVKreDmkqVGKqhCZW8zEiUGUC6EmGCNdN+l2bTRCMBbt24BAD744ANeazBWKAmEIKKHBCBBRAETeqxNndlsxvDwMIqKiqb93Ozh+cWXX2LF/ftcENy7dw8NR4/C8ySLlAm+Z/kBFsoFPDo6ilu3bmHt2rVzxs3Nxs8+T9ZVg8GE1mzEooVLEpLHnEY6hv+JlTrSdWzZsgUOh2PS4i9e1mgqA0M8L5AAJIgoYA/pF154AZcuXUJeXh5yc3Nn5NysdIvb5wuwEgmCAAFPH1QdHR3417/+xd/39vaiuLh4WsZ0/PhxABPixGKx4MSJEyguLsbGjRvjep6ffvoJPp8PHo8HOp0uQAAyOjo64HK50NHRAVEUkZubi8zMTMyfPz+uY4k3cqHOPtsTJ05Ap9PBYrEASLwkkGgFktTCGY0FcOHChZMZagBkASSI6CEBSBBRwKweVVVVuHTpEpKTk6c1BtDpdOLzzz8PCJ73Apg3bx6Ghobg8XiwcuVKZG7ciLN37gAAF0gejwfl5eURu2pMhdHRUf6w9fl8MJvN03I/enp6+PVrtdoAFzATGDU1NQAmBFRXVxe6urqQnp6e0AJQ2t+XWcbYd2x4eBj+J/UdDQbDjFiZ5YQrBM2I1QI4E4KKBCBBRA8JQIKIAmlMFDD9SQgajQYGgwFOpxNarRZerxdagwHdPT3QP3ENmkwmXPz1V6gyM+H3+1FUVASHw4GBgQG89NJL0zq+v//97wAmWpolJSXhgw8+mJbz/OMf/wAAfPbZZ3C73Ypt1tavX4/s7GyoVCpoNBpoNJpZadnndrvR0NAQVjiw0ilAsNBgr+vXr8ft27exf/9+5OfnT+OIQxNNmZ1YLICCIEy7JTMWF/CVK1d4iRlpEo60wDi5gIlnHRKABBEFM92VQaPRID8/Hx0dHUhPT4fZbMabb76J5u+/563XOjs7oauowBvvvYdjx45xV9tMP7hmMgtY6gJmIiU/Px+FhYUzMoZwsLp1kWDWMHkHF3Y92dnZACYKeR84cACZmZkRj3nnzh00NTXxDiOJgFTgqtXqGWkZGOm7ODIygp9++okX4QYQIAKltSbJAkg865AAJIgomI22XPI+shkmEyrLytDW2srH9PorryDpSdC83++H2WzmD7No8Xq9OH/+PKqqqmJ2G09GcN6+fRsWiwV79+6NaT8AigIwUQr2snp9r7/+esht7t27h66uroAkFnkMYGlpKVatWoX79+/jm2++QXJyMhe/oabpFCvxcAEnJSVhfHw87mOTE26sV65cQWNjIwBg8eLFWL16NU6ePAmXy4UFCxZg586dfPtDhw6RBZB45iEBSBBRwOKz3G43VCoVRkdHY9rfZDLh2rVr2Lp1K89StdvtuHr1KhcOUguXKIoYHByEWq2GSqWCcXAQOHYMdpuNH1MURTg0GiRJ3rvdbsybNy/m6+vo6IBer49ZAPr9ftjtdpw4cYK/l6+XLx8bG+Ot0PR6PfR6PQwGAwwGQ4DrMS0tjdeBUyoEnWixWmxsv//+e8Bnydb5/X44nU6+LFwZmE2bNqGyshK//PIL/84x0aj0Oj4+Pm0WNiUhFE1Sh1SgG41GDAwMwOv1huzja7FYUFNTExD3Kb+PeXl52LBhA7eSysekNNaenh78+uuvcLlcMBqN+MMf/oCsrCwAwEcffYTjx4+jsbERo6OjOHDgAGUBE88NJAAJIgrYQ8vj8aCgoAC9vb04fPgwgIkHhVarhdvtDiqfkTI8jJyuLuisVqT7/aj56ScMl5bCmpsb8QGq0+mwe/duPPr5ZxTduoXevDz09/dDq9WioKAAdwUB1ZcuYbdECLGA+1iYiiVNq9XC4/HwrhZylGIl2XUPDg6GfcgmJycHFQKeCwLQYrEEXLd0XmpBlt93+b3Kzs6OOrbyt99+Q+sTy/BU8Hq9cLvdQT9KHj9+DJ/PB1EU4fP54Pf7ueBsampCV1cXvF5vwMSuq7u7m4vdb7/9FhqNJuhzdzgcXByzOE4gMC7P5/PxJB+9Xh+QdOT3++H1emGxWHD06FG+zOfz8ePqdDoIgoCff/454LgsdrS/vx+fffYZMjIyACTO94ogpgsSgAQRBVIB+Ic//AG///47Fz02mw1Op5MnIgCAbmwMhTduwDAyAuBpKRe93Y6i4WG409PRu2kThOJivPTSSwGi7ciRI0hOTp54+Hu9sF69CqfPh76+PgiCgIKCAqjXrMGi3bvx+OJFXptwshaLqQgpn8+H5ORkfPzxx1Hv891332FoaAj/+7//C2BCdDx69AhXr17F8uXLUV5eDr/fH1RkW+7qjGbcoijCbDZzIePz+QImJlSkkyiKEEUxSMyE2o4JHSY0Dhw4wM8tnex2O27cuAGPx4OOjg7eC7ijowOjo6OwPbHu/vbbb9ztKz0Pm9h9kE7MIv3NN98ormfLlNzH4WDXdubMmaB1TCQ2NDSEPYbL5eJ/F1arVfFHgVqtRkVFBVavXh22vJLFYsHt27fx+PHjAGuqSqXiWfBMmDKLIBN4wNO/QyXLNNtneHgYer0eW7ZsCXtdBDHXIQFIEFHA4urcbjc0Gg12797N1125cgUPHz7E/v37J0TL4CDw738DBQUTE4AHDx7A7/cHNLNfPTgI/OEPgMxi5/V6YTQaJ96MjiIFAHvUiaKIe14v2r1e4LffAvbr6+sDEL6IbzhmyuIhH59Go+GWsdLS0qCEDlEU4XQ6kZOT87QkjtfLY8ru3r3LY7vYA93j8WBsbCzALRqvBBlpbKZUZDCx9P3330c8xsWLF/l8c3NzwLpYLXlsDFqtFqOjo9w6ysbHSuaw5dL3arUaarUaGo0maF6r1aKxsRF2ux1btmzh61UqFdRqNTo7O9HS0oKtW7eioKCAW+U0Gg3/jA8dOoSioiKUl5fj6tWr2Ldv35TKE6WlpU0qdpQgiGBIABJEFIRryxUgKvx+4KuvgCeWhpDbAYDbDRw7Bvxf/xeg0Uzs63AgyWJButEItLcD/f0oLy+H2WyGRqNBRUUF+v/xD+S53bDb7XA6nXA4HHj8+DG0Wi1ycnKwYsUK9Pb2wuFwwOv1BlmDlCYAGBoawuXLl7nVKZwlSa1Ww+l0cuvO0aNHFS1M8lguqdXp0KFDQfdIydLEMJlMMJlMACaspIyRkRGMPLG0MlQqFZKSkpCbm4vc3Fw4HA50dnaioqIC6enpXMwoiR9BEKDRaKDVaoMEjRK///47t4KxAtRMeEnF2I0bN7hIXLt2LbxeLx48eICVK1dCrVbzeoZpaWnYv38/F2ns/JMV9lOhp6cHDocDK1asCFpns9nQ0tKCzMxMxZg8YOJzmI1C1gRBRIYEIEFEgdQFLCegO0VzMyCp9RaAKE4IQ6czcPp//18gPR0YHwd8Piytrp6IQ5KUFGHWnJSUFJSUlsLt82FwcBC9vb3cFebxeNDX18ctgbFis9m4JS0UUiuaNFieJSqESlKQCiFBEKDT6eB70tmETVqtNmAZMCG4u7u7kZ6ejoKCAvT09GB8fByLFy8GADQ2NmLJkiXYsWPHpK45HpSXl/PPYPfu3SGTHO7duweXywWfz4eamhps2LABwISF88GDB9BoNLxmXmpq6oyNPxzh6l1G44JnllH2nZnu+pkEQUQPCUCCiALmAo5ozaiuDnxvswGPHiGnvR0qjwd40t6LdezweDxw9vRguLQUHo+HW4hGR0dRLTuW2+1GTU0N7v7nP/BLrEEqlQrJyckBU1paGpKSkrj1SOoClLr/mIUJeBp8H8na9Msvv6C9vR3/+Mc/eLeSWGIAY8Fut+OLL75AUVERtm/fjvPnz2N8fBw7d+6EKIpobGxUFOUzSUlJCUpKSiJuxwTw66+/jh9++AG3b98GANTX10MQBLz99ts4efLkpFzxLGaRfadYfKN0XumV7Se1+rJ9WIcXv9/PxyW1BDPR+8svv/DEDrnVVxTFAMvtZPv8EgQRf0gAEkQUhBOAARaxwUG+zOVywTYyAnVXF1RPulj09/cHPeBFtRrjmZk8tiopKYkfj1nMLBYL1Go1kisrsWT5cqjVamRkZKCkpORpvCAmEhHMZjNGR0cxMjLCu2dIXa+hSpQoJTgoJR6wZAUWqzad5TLkJTmkVqdI2csso9XlcgW8ejyegOuRJkhIXeLMciV3bUvfh1snn+x2O3w+H65cuQKj0chjGFnCy+nTp7mA++yzz4KOJb0PM1miRK1W8w4m8qxcNha5tZfNs/hOs9mMwsJCnmFLEMTso4rhHwkVRSKeW4aGhnDy5EmsXbsW69ev58udTifOnTuHgYEB5ObmovT4cagslqcPaFFEwZMgf+kDklnbNBoNdElJUO/aFXhCnW4iLlCrBTQa/H7jBozl5Vjz//w/gKQzhMlkQkNDA/r6+mCxWOKSyCFPcpBPLpcraJ/c3FzodDq4XK6QIimcoJEiXSbNsmUlZwBw6yV7LwhCVFmtM4nc3SkVsfLPicUhsnubkpISIKakyRdSS678vdTiK41vlCZ2SF9ZrCNL6rh06RJ2796NhQsXRry+zs5OnDt3Dtu2bcOyZctCbtfb24tTp05h06ZNWLVqVay38ZlEbrGVT2wdi+HVaDSoqqoKyowniBBEFWtBFkCCiAJmAezv78cvv/yC4eFh2Gy2gBpuJpMJeTod0nU6XtzY6XTCp9EgPzPzaYcOtRowGJ5OeXnAe+8BaWkTU0rKxDZPEEURDXo95s+fz8VfU1MT7ty5w1taCYKAtLQ0zJs3D+np6UhPT0dmZiaSk5MD+rDG8gBxu92wWq082cPj8cDtduPatWtBIsZkMvFsWHlPVSURKe2EEapmHos3HB8f572RgYlYR1Y02uPxQKPRID09PUDsMGHDXtmk0+mg1WqDLFZMYEnjFSNNsXLixAmYzWYcPHgQX3/9dUCGss/nwyuvvIJff/0Vfr8fH330UczHnyqxXhP7PJR+EMwErESP1JIbzgqrVquRlZUFm82G06dPo6qqKipBOjo6ilu3bvEfNxqNZuLvWsFSrjQOINjqPhlqampQVVVF5WmIuEECkCCiQKPRQKVSobe3l79PTU1FdnY2iouLUVJSguTkZGD1auD0ab6fzWZDx+PH0ObmIr+8fELwSZIERFGEZf16DGo0GOvrw3hTE2w2G+x2O3dZSjtF1NTU4P79+zzpoqKiAuvXrw/qF2u329Hc3Iyuri6YzWa4XC4sXrw4oN0VMNGVo6OjA319fRgbG4PD4eAu0nCIoojCwkKsW7cOBQUFqK+vx9WrV/HSSy9NqcyH0nkOHz6MiooK7N69G9evX0dtbS3eeOMNGI1G/Otf/0JOTk7Y9muJAhPNTPxt3LgRt27dQkVFBTo6OnDq1KmA4sbR8sMPPyAjIyPosw2F0+nk2b1SEcPcvE1NTbxGoZLIYcuY9bW+vh7t7e28FI3T6Qyw+rIfH7du3cKDBw/4+3Bu7VDzU0Wn04W0YksRRRFDQ0O4c+cOenp6ADz9cWIwGHj2u/wHTbhyO8zyr2SdlU8s+5z9WLFYLKiurkZtbS3S09OxdOnSuN0T4vmFBCBBRAH7BV9cXIwXX3wx9IN61Srg118BiSvPmZaGHpcLpo4O/mDk8WWCgNqcHHj7+wMOw/75Z2RkICUlBd3d3WhtbUVrayvUajVWrFiBDRs28ASO4eFhNDc3o6enB2NjYwGxigaDgddiGx8fx8OHD9HV1cVbsknPqdfrkZGRgeTkZN6eTa1Ww2KxwGQy8XIrcrefPEYvXsgzTZV6Miu5vaWChVmKpHGOTMjICzpL10n3Z8uk83JBpLRMFEXodDrodDpu8XO73Vi8ePHEDwZMCLI1a9agpqaGC5MjR45EjP0TBAEZGRkwm80Rk5O6urpw8+bNoHI5SvT09HDREw0Oh4OPWxRFXnhZKo6ysrIwOjoKh8OB1NTUkOEF4azFqv8/e+f91rbV//235MneM0ACISGEkAHZq2lW0zajabrutne/7T2ePypt095tdrNDVrMHKwmEMMLeG8wGY7z0/EDPqSTLCxsC7Xldly9sSZaOZOHz9mdyHDo7O8HzPJYsWSJJWBJbnJVeA3+WrSHX6sWLFzQRR+n6Egt0ZGQk9u7d+1bjF2NjY7FkyRL873//w8uXL5kAZPgFJgAZDA8gk0Z0dLRrK41WC3z4IfBHb1xgWgQajUZYLBY6oel0OqjVaoxt347sjRupyzYiIoKKOoPBgJKSErS1tQGYFj8bN25EZmYmuru78ezZM/T09GB8fFxiJQwODkZsbCzS0tKwePFidHZ2ory8HPfv36dWG47jaGmVxYsXIzExkZYh6erqop0qRkdHJVm2KpUKNpvNaYu22SrzQZIoiIjq7OzE0NAQBEGAwWBQrCkoRinuzhO8fZ+SgLFardS6RqipqaEld5RK9+j1emr9kVuUSLweANqNxmAw4MyZM1CpVPSzIOO2WCw0Y5fjOCxfvhyxsbEIDg6m+3vz5g0tSK1Wq/HFF1/g5MmTCAsLw6effqoo7K1WK06cOEEtyyaTCb/88gsNRRBnBJPkoampKfzjH//w6FrKxbfNZsPly5fB8/yMi0Hv3LkTbW1tqKurw+gfsbpK13diYgIGgwEbN27E2rVrZ3Qsf6NWqxEbGzvjMk8MhhwmABkMDyACUCWKzXPK6tWAzQbk5QE2G61ZJ4HjgPfeAzZvdljV3d2N33//XZIQQDJvX716hcLCQrotyQZOTExEeno6YmNjYbfb0dDQgIqKCjx48IDGKQYGBmLx4sXIzMxEwh8dSgYHB9HY2IiysjIMDQ1JXGM8zyMwMBCLFi1CSkoK0tLScOXKFYyOjiIwMJBO0JOTkxj9o7xNe3s7DAYDzGYzrFYrTCYTzbwlQe1kMneWLatk+WpqakJTUxMdW35+Pn1O3NHEvadUd1Ac4+eqJI44sYK8h8QSih/exgEajUbcu3cPPT09WLFiBWJiYsDzPB4/foyYmBhkZ2ejp6cHb968werVq7FZ4b4Q88MPPyAyMhKHDx9GdXU16uvraTs4cq+KxXhgYCAmJyeh1WrxzjvvOOyvpaWFPidlhSIiIhAWFub0PJWysDmOw8jICEZGRpyO/fvvv6fPZ+LeDQoK8vo9YlJSUpCSkuJym76+Ply5cuWtlxiSM5MQAQbDGUwAMhgeIM4+dQURRVPp6bD885+wP38O1evXsP+RoWvT6WDMyIBx5UpYdDrYS0ok8VL9/f3o7u4Gx3FYsWIF1qxZg7CwMPzwww/UmpKQkIBFixZh+fLlCA4Oxvj4OJqbm/HixQsMDAxIeqQGBwdj6dKlWLNmDex2O5qamvD69Ws8ePAARqNRMgHr9XokJiYiMTERaWlpCA8Px8DAABobG1FTU4Pi4mIqEJ1Z3CoqKhSXiy1iRFjJ3XtKBaQ5jsPk5CTGx8eRlpaGqakpdHZ2UhGVn5+PoKAg2n93vhIYGIgDBw7g559/Rnt7O7Zv304FYHBwMNLT09Hf3w8AyMzM9GifJCEhOztb0qnj1q1baG9vl3y2RqMRgFRAtLW14dGjRxAEQeJCJu/79NNPYbfbcfbsWUk/X+DPz1O8PenFm56ejl27djkIRzKumJgYt4XClRJyyL0jtz7PBtHR0QCmhTEp2P22EZcoYjD8AROADIYHkAny5cuXKC0t9aicCWXxYvBWKyAIsJNM4D9ah8khk2piYiKWLl2KsbEx6qoKDQ3Fxo0b0d3djfb2dlRVVcFkMkmOrdPpqEAMDAxEZ2cnurq6UFlZKbHUaDQaREVFIT4+HqmpqYiLi4PZbEZzczPa2tpQXV3tIBADAgIQGxtLA9TF2bYDAwPo6urChg0bEBcXh4CAAPz2229ITk7G+++/P6NrTigpKUFJSQnWrFmDwcFBdHZ2IikpCWlpaSgqKlow3SW0Wi2ysrJQVVWFFy9eYNOmTQAgcd/7A6XrTUq2iLNexSEJ4ntD/JmbzWaMjo7SxATxenG9ROBPi2BjYyMNWxBDfkR99NFHvpzenMDzPJKSktDR0YHjx4/TMkM8zyMmJgYHDhyYVWuc1WrFxYsXFS2p/o6zZfx9YQKQwfAAMslp/yjxohQ3JK6xRtyGpOwIea3kfhQ/RkdHUVBQoBiIPzIygrt37wKYFgtarRbR0dGIjo5GUFAQBgcHMTg4iL6+Poc4Ia1WS2MCifurpaUF7e3tePr0KcbGxhQFYkJCAtLS0qjL0hkvXrxAV1cXUlJSJH1h/ZHBKU78IKV05ptrzlO2bduGqqoqWr4HcIyf9OSaiVvyeYLSvpcuXYqlS5cCmM7QLSsrc/r+ZcuWKbbbU7IE8zyvKI6IdfzixYs4duyYx2N/W+zduxc///wzDbMgdRp7enpw5swZfP7557NSl89qteLcuXOYmJigP6bId0xPTw8Nt2AwfIUJQAbDA4g42rx5M5YvXz5rxwkLC8Pnn3+Orq4uGAwG6morLCxEQEAAcnJykJCQ4FD25cGDB2hqaoJKpUJQUBCio6OxaNEipKam4uTJk9Ra9+rVKzx+/FgioHieR3BwMGJiYpCcnIy0tDSn/WydIc/SlS/3BbJPm82mKADnU/FnTxFfl5km0PgqAD3ZL7kPXL1Pvi4lJQX79u1z2K63txfPnj1zuHfnK1qtFlFRURgcHMTRo0fpD6Dy8nIUFRXh1KlT2Lx5M427ddZRxlkhdKVONDabDVVVVZicnMTatWuxceNGyZju37/PBCDDbzAByGB4AHEB02LOswyJxSMUFxdDo9Fg+fLlsFqtGB0dhVarpRaIjRs3YtmyZRgaGoLBYMDw8DC6u7uRn58Pu90Oo9GI6upqmtiRmJiIpKQkpKam0nIkvkAmO2J9nJycBAAMDQ3RODPxhAjAYVIMDw/H1q1bHfYtFoDiYtCA95aw+YKrOnezEedFBKCzfbsTn66usUNrQyfHiIuLWxCWPzHLli1DUVER6uvrkZGRAQBYvXo19Ho9njx5goKCAr/ffxzHIS0tzUH8MRj+hglABsMDiAWQJENMTExQly5BXu1f6blSZwBXhXDFZUhGRkZw4sQJh7EpiSDihouIiADP8+jv78fmzZuxevXqGV4B55hMJjQ0NAAAHj16JFk3OTmJuro6j/YzNDTkUgCKXcDu6t7Nd+Tt7oDZdQHLeyp7OjZ5HUYl5OsWoiB3xvLly1FUVITe3l4qAMnyoaEhvH79GitWrEBwcLAkgaW5uRm9vb3YtGkTtFqtJLHFYrHg6dOnSEpKQlZWlmRdW1sbysvLqWuewZhNmABkMDyAWOPa29upKCMuSbEIlLc3U/rrKgNW/Ly7uxt2ux2RkZGIjIxEQ0MDVCoVli9fDrVaTUuwTE5OQq1WIyYmBvHx8YiPj5fEYDU3N+Pu3buzYr3s7OzE7du3Jf16d+3ahaCgIFy9ehWxsbE4dOiQT4HrYgsgOS9xqZOFKDhcCaqWlhb09fU5tBOTv99kMtHMbFJmh3SPISV3yA8Ncr3EcZ5idDodAEdLoCfCcS4smG8LV+3uyP9TRkYG4uLiJOtGR0epaJTHCZpMJjx9+hQhISEOXXOYe5cxlzAByGB4AJkI4+PjcfjwYYyPj+PMmTPQ6/UeF7b1hsrKStp2bvny5Vi9ejUt47Jy5UpJooU7xALKn5DEAVKYt6uri7qZY2NjAWDGfXPFKAnAhZoEQhBb/eTxkyUlJR7tw2Qy4fXr15Jl4lqH5EE6cxiNRqeW09WrV2P16tW4du0abQMnxh8u4IWM0jm5cpu7c7nP9H0LJeOdsTBgApDB8IDGxkYA03X1yN+goCCMjY2hqakJaWlpfjuW3W7H8+fPJZZGYDrOr6mpCS9fvsR7773n8L6hoSFMTEw4tCcj3SI6OzsdersSK1NgYCCio6MRGxvrkAAi7uc6NTWFmpoaNDQ0YGxsDIGBgfjoo48QHBwMrVaL6upqjI2NAZgWDf6YsMh4bDab5DmwcC2ASu5+IgBzc3MRGRlJLcF37txBcHCwJAv39u3b0Ov1OHjwIPR6PXUzOsNoNOLkyZMwm814/vw54uPjFYshO9uHK0Gi1D7tr4YrAejtOldWVW/CABgMX2ECkMHwAJIo0dLSgvr6evT29tJSHvfu3cPu3buRnp7ul2OVlZXBarVi1apVqKyspJNIaGgoAgMD0dHRQbe12+24f/8+Wlpa3E4ara2ttIWYr/A8j9TUVOzZs4dOaHJxRrbzFbEFkOyPCFK9Xr/grCLORBK5ftHR0RLXYE5ODkJDQ5GUlCTZlpQn8QTihmxpaYHRaERUVJSiAJyJgJNv/1cUL96KNVf3pC8CcKHd64z5DasoyWB4AJmcrVYrHj58iDdv3kCr1eLYsWNQq9V48OCBx8kO7qisrKSxfoBUUGVkZMBms1GL5IMHD9Dc3IyAgACvS7eISUpKwoYNG6i7MDU1FUuXLkVaWhqddEhLu4iICPzrX//Cvn37JAJPfI0I/haABPJ8amqKZhwvJMSWIfLcWY3D3NxcLFu2zGEf3iaBcBxHO4I4u1e8tQAqrfu7uYC9cY+7w1ML4F/xGjPmHiYAGQwv2Lp1K9auXQuO42A2mzE1NYVPP/0UarUajx49Qm1trU/77+7uhslkQlpaGhUEYuGzbt06AH9aCZuamhAaGorJyUnYbDbEx8cjISEBcXFxiI2NRXR0NMLCwgBMWzGTkpKwdOlSrFq1CuvXr8eGDRsQEhKCjo4OhISEQK1WIyAgAPv27UNGRgaam5shCAK0Wi127txJe+MqCQUlC6C/XcCEhZ4EolT7j3zeExMTGB8fl7T0I1y7dg0VFRUzttQlJycjMDCQxmjKcfZ5ubJI/dVdwM7OyZVYc5U97cm6v9o1ZMxPmAuYwfAA8mWv0WiwceNGpKWl4cqVK7hx4wYOHz6Mzz77DL/99hseP34Mu93ucT9XOUVFRQCATZs2ObTcAkCzffv7+2mSSGBgIEZHR7Fv3z6HPqltbW0YGhpCcXExgoODER8fjxUrVkhq/2VnZ+PEiRN48+YNzWw2m824c+cOOI7Du+++iyVLltDr4Mz6oCRY/SEA5RZAjuMk7ccWWkkYuaAgz9VqNTiOQ3FxMYqLixETE4OjR49K3tvT04Oenh4A7vtSKyEIAr7++mun651ZAL3JAv4ripeZxgB6ey08TQKx2+2sJRzDZ9gdxGB4gFzIREdH49ChQwCA69evw2Qy4bPPPoNGo8HTp09RVVXl9TFMJhP6+/sRFRWFwMBAOsHLJ4Pc3FwA0+VdgGmLEQBq6RPz+++/o7i4GMB0keaXL1/CYDBItiElLjQaDex2O0JCQlBcXAybzYZdu3YhPT2dWuHE4kvObFsAxZmzCzkJRKfTScr0iAWgIAiIjY3FqlWrsHbtWsX3+3JNSYIRqdsoZyYu4L+DAPQ2zs/V+3yx8rEYQIY/YQKQwfAApV/0cXFx+PDDDyEIAq5cuQKz2YzPP/8cWq0W+fn5qKys9OoYL168AABs2LABgKPwIaSkpECj0aC5uRmBgYE0GeXGjRtUDBL27NmDPXv2AJiuZXjkyBFJhxGDwYALFy4A+FMIEtcvx3EOrkJXFkAlAegPlDJ/xWJwoQmOqakp6t4Vj58I/uTkZGzdutXBmgtMf4ZbtmyBXq+fkXVpaGgIZWVleP78udNtlPDGBfxXi0+biQvYEwugt65jBsPfMBcwg+EF8i/txMREHDhwALdu3cKlS5fwySefICUlBQ0NDSgoKIDNZsOaNWs82ndDQwN0Oh3NziSTgZKgWrFiBSoqKuixNBoNJicncerUKYSGhiIxMRF6vR4mk4kKRIPBQFvKmc1mjIyMUCESHR2Nvr4+REREoKioiC4/d+4c3nvvPTomVxO80nhn2wL4V3CDyQWgq8n/4MGDAIDS0lKvj0PuEQCIjIxU3EYsQMhzVyJbad1CE+Se4ErkeRvn5wqWBcyYS5gAZDB8JDk5Gfv27cPdu3dx7tw5ANMlW0inBrPZjHXr1kGtVtP6e1arlf612Wxobm6GxWLB0qVLaWwfmTxGR0dRXV0Ns9lMuzxMTU2B53k0NDQgOTmZdijR6XQYHR1V7ChgNpvR29tL6/Op1WqEhobCaDTCYDAgODgYFosF4+PjWLFiBTIyMnD9+nXcvn0bS5YswebNm12KgdmyXsiFpbg93kK0AIrHrGQBdGVBLSwsRERExIyOa7FYEBUVhYGBAacdJ5QEIOC5JWshfh6e4K0LeKYWQJYFzJhLmABkMDzAXdxOamoqdu/eTZNADh48CJ7ncerUKZSVleHVq1ceHaexsZGWeCH09fWhr6/P6Xva29uRmpqKzs5OauEhHSDIeOUWM0EQaPswlUqFpKQkdHd3w2azITMzkxYd/uSTT3D9+nW0tLTAarVKxJczxAKmr68P9+7dg9VqpaKXFKMGpkWJvC+y+EGWif/KLYALXXCIYwAB15N7RUUFfS5O5PEE0mrw6NGjTi2nzqxaf/csYG+TQAizJQAZDH/ABCCD4QWuvpjT09NhtVrx5MkTXLhwAYGBgRAEAeHh4YiNjaUCSqVS0RZpRMBUVlYiKCgIK1eulPQLLioqQkREBNavXw+tVgudTge9Xg+9Xg+1Wo3x8XFcvnwZzc3N0Ol0SE1Npf2BgT8n/aGhIajVagQHB1MLIBGJw8PD6OjogFqtxq5du2j9QQAIDw/HP//5T3z//fewWq0exXgRKyfP8xgfH6cuaPF4gD8zeEnLMvl68XPAuQVwoaHX62nGtFgweSIAxdvPJPtZEAQUFxcjMjISW7dudVjvzIo7kyxgu92OCxcuICsrC1lZWV6Pdb4wWzGASniaIMIsgAx/wAQgg+EBngqNFStWwGq1oqCgAGazGcB01ueuXbucvufZs2cAgHfeeUfS7QGYLgsTEBCgmBAATLek++qrr1BUVITq6mqaGayE1WrF8PCww3K9Xo/s7Gzk5ua6tAyRThzuhIfNZsPDhw9ht9uxceNGp9ms9fX1ePjwIXbu3KlY6FjM8ePH6aQoHgMRwwuJqakpSVY1mcw9EYApKSkICgpCS0uL1yJAEASMjo7CYrFgaGjIpQCUu6FnYgE0m80YHh6mrQgXMv6sAzjTfYrXMxj+gAlABsMLPPlFv2rVKhQVFSE4OBhhYWFob2/Hs2fPsH37dodt7XY76urqoNVqHcQf4LrsCoHneWzduhWbN29GR0cHuru7MTIyQt2oHMdhZGQEer0eYWFhUKlU0Ol0CAsLQ2JiIu1v7A5i1XN1DYigaW5uRnBwsFPxB0x3FImPj/c4po1MpmILoMViWXCdQHieV7Rmukr6IZAe0C0tLV4fV6vV0kzv0NBQxW2IwJAn8jj7zAVBgNlsRnV1Nf3szWYzKisraZzhQhPocuYyC5i5gBlzCROADIYHePvLWxAEBAQE4L333sO5c+fw5s0bREdH03ZqhDdv3sBqtdIOH0rH9bSsCs/zSElJUezx6itiC6Azq4bZbKbnbbfbERcX53Kf0dHROHz4sMdjECdLKHXSWChwHAeTyYSnT5/CYrFQy58nVqMnT55Q17i3IkGcBCIvF0TwJBFFTEBAAEZHR/H06VPJ8oKCAvo8Ojraq3HOR2Zaz8/fAnAh3u+M+QsTgAyGB8zkl7kgCOB5HseOHcOpU6fw5MkTREREUGFkt9vx4sULqFQqWtxZ6bjzId6HCD+x+JLT0dEBYLo0Dqkj6E/EljKxO3ihWUv0ej1GRkZQXV1NX4tx9XnX1dXBbrdTAXjp0iXa55fEXgqC4PCc/OU4Dl9//bVDv2GCtzGAU1NT0Gq1ePfdd2G32/Ho0SPwPI/du3fj6dOnmJiYwOLFiz2+NvMRjuMwMTGBixcvAgC9niTEw5/FnlkMIGMuWfhFtBiMOcRbAQhMu96OHDkCjuOQl5cHo9EIACguLobFYsGaNWvcxt69bYjAcCW4iAAkE74/W7TJy6UsZAug2WyGXq/Ht99+i7CwMOqWJbS3t+P8+fOoqalxeC+x0JHzHxwcRF9fH3p7e2EwGDA0NITBwUEMDw9jcnISU1NTNPs6ODgYarUaRqNRsWsM4LyWo6vSPzzPY/HixUhNTaUJPcnJyTCZTAgNDV3wtRpVKhXsdjuGhoYwNDSE0dFRSa9mf7qAPVnHYPgLZgFkMDzAW6Eh3z4yMhJ79uzBvXv3cOnSJXz44YeoqKhAQEAAcnJyXO5nPvza90QAGgwGcBxHYwqJhcRfKAnAhSwutFotrQ0phiTrPHnyxCFkICoqChaLBWazGVNTU/j222/x888/Q6vV4ssvvwQAnDlzBiaTCd99953kvSTpxmAwIDAwkJbmsdlssFgssNlsNElIHlfpTSHovxp2ux2BgYEOPZRbW1tx586dWekE4s4F/Fe/5oy5gQlAxoKH9NBNTk6etWPM1AUsJi0tDWvXrkVZWRl1Jx04cMCliJkvApC4gF2NdXR0FAEBAQCmx+1PCyCgLAA1Gs2CFoGk/y9BpVJJWt7JITGTZ8+epe87dOgQtQwCwJEjRyTvMZvNOHfuHBV1T548cTuujo4Oiet2JgJQnOyykHH248+TJJDZygJmApDhD5gAZCx4rly5gvHxcXzzzTfQarWwWq2orq7G2NgYjYUiFg7yV/wQFyf++OOPPc6KdYfSl/TGjRtRU1MDk8mE6OhoxMTEuNyHJ4WX5wIiRJ3FAJLsz6ioKADSUi3+Ql4uBQCNbVtIyGv/ia+np4JJvA9yzQnyAtFPnz7F5OQk4uPjMTw8jPj4eAQGBlJ3LXmo1Wr09vaisbFRcl962wpOvE7+2Zw9e1bShYTnefznP//x6JzfJnNdB5DBmAuYAGQseDZt2oS7d+8iLy8PADAwMOC2VIn4QYLop6amcP78efzrX/9SfI83OJsYX79+TWOHBgcHYbVaJYJGznwRgETQpaWlQavVOqwn5xQeHi7Z3l8otUwTP3dnnZyvyK+lRqOh3Vnk/XqtVitu376NjIwMr5Jfent7odFoPMq41mg0aGxsdHlPeor83jUajRgdHUVQUBA9N/FnOV+ZyzIwBGf/8wsx5pUxf2ECkLHgSU1NRWRkJAwGA4Bpi8iqVauwaNEiqNVq8DxP/7ri9OnTbuPWXr16hcrKSnAch4CAAAQHByMkJATh4eGIj4+nQe8cxzlkWtbW1qK4uBg6nQ6bN2/G48eP8eDBA+zfv9/p8WbDkjYTiGtyxYoVWLlypcN6ImSUijX7C7kAJBZJ8nwhCkAitMgPAbvdjvDwcHz22WcO2/I8j66uLuj1ercCsLKyEiaTCXa7HUajESEhIR6Nh1xP8Wfnzs3rygJos9lgNBphsVjw+vVrAMDKlSudlj2aj8ylAPQ0C5i5gBn+gAlAxoKhuroakZGRivXl9u7di/PnzyM4OBjHjh2btTGI26FNTEygv7/fYRsykY+NjeHMmTM02J4IQpvNhoKCAnAch5aWFgwMDDi48QjzpcxJSkoKKioqcOHCBafiBAA9R5I5ORsQ0WQ2m+lx3VlS5ytEOJPuIO7EFjBtbRWL3XPnzoHjOPq53LlzB62trZL36nQ6j8bjrA6gN51AjEYjjh8/TpedPHlS8p4XL164zHyfj/i7E4gzS56n12Q+fCcwFj4L7xuT8bfEbrejsLAQVqsV2dnZ2LJli2R9eXn5rB6ffDHn5OTQrN2BgQFcv34dZrMZYWFhSEpKwsjICMbGxjA2NgZg2u2l0WhoFw4ikOx2O6xWKyYnJ3Hv3j18/vnnTo87H77st2zZQsuNFBYWOlx/+YSnUqmc1pqbCUot08xmMzQaDdRqNS2tslAQlwgCpkVdUFCQ26xanudhNpslsZhyqzVxx3/88cfgOA5Xrlyhy9xBrq2nZWDkQmbbtm1oamoCx3Fob2+H2WxGVlYW1Go1ysvLodFoXGa9z0fciTVvEz1crfM0dnA+fCcwFj5MADIWBKSg8vXr11FRUYHa2lrExMTAbDZjZGSEijBfrH/exNe8evUKL168ADAdg7hmzRrJ+q6uLuTl5WH79u3IyMhwup979+6hqakJtbW1itvNpiXNW4gVqaqqykEAEojrUKm8ia+IM3+B6Ws8Pj5O69wtRMQCEHBMnHj69ClMJhMCAgIQGBgIjuNgNpsliR5KyRYcx9EOHK6Kd8sRu6Q9QS4O09LSkJaWBgC4fPkyDAYDtm3bhsbGRgiCgLS0NKxevdqjfc8XZuICnql1k2UBM+YSJgAZC4awsDB8+eWXKC4uRm1tLTo7O8FxHLRaLbKysrBlyxaf3UruvnitViuuXLmCvr4+6HQ6HDx4UNF9m5iYiP/3//6f2+Pt2rULra2tyM/Px7JlyxzGP5/cZPv378ezZ89QU1MDo9HokG0K/Gk5kme3+op4EiYCkJQzUYq3nM+If2gQUU3uZWIZJqEFdXV1sNlsDpnDYsuwkhuWYDQaYbPZMDU15VGcpJIFkPSUdnYugiBgYGCAhjmIM+4FQYDRaMT9+/ehUqkWnPUPcC4AybV8+fIlXr58qfje2aoDyGD4AyYAGQsKnuexZcsWpxao2YJ88ZaXl8NutyMpKcltDT9PUKvV2LRpEwoKCvD06VO88847kvVvywV88eJFJCQkYOvWrZKxkDp/d+7cwdGjRyXvEXct0Wg0s2YBJJ9FfHw8TCYThoeHUV9fj+7ubq/2FxISgtTUVL+O0RNISzZgug0cx3EoKytDWVkZgOkfGZcvX5a8R5wAQ9zFBCJQSCkem80GQRBQXFyM8vJyCIIAm82G06dPY82aNfS1IAg0C16lUtEexcB0N5L29nYMDw/DYrEgOjoa9fX1iudit9tpXUs5PM/TvsNr1671W4mlucSZ6IqKisKyZctofUXxdpOTkzAYDDP+H2ACkDEXMAHIYPyBJ1+udrsdO3bsQGZmpt+Ou2rVKpSXl6O2tha5ubmSSdKd++7UqVMAgK+++spv4wGmS9QoJVWQZUNDQw7r5ALQnyiVgenp6aHrKysrZ7Tfr7/+WtGSOZvYbDbq+tVqtRAEAYsXL0Z8fDxevnxJLX5yiHAzGo20naA42eKHH36QbE/EH8FoNKKwsNCjMfb19dFMdyK0Hz586HT7nJwcWktQrVZDpVKhurqalqAh5+1vJiYmIAjCrApLVxbAd999V/E9rrqEEFgWMONtwwQgg+EB5As3Ozvbr+KPsG/fPly+fBl37tyRxDESsUMsMeKi1aTA9Wy5iZVECLFoHDp0yGGdIAgwmUxobm6mVhF/lWdRmoSzs7MxOTmJhoYGr/aVnp4OjuNQX1+PycnJOReAwJ/XlriAIyMjsWbNGpSUlIDneYSGhlILHbHSkXJG5LVarYbNZpOsI0kxWq2Wvler1UKlUoHnedp+juyH3Efkvqqvr0dTUxMyMjKwY8cO8DyP0dFRjI6OOrSHA4CSkhKMjY1h/fr1Duu6urrQ29tLX8+GALx8+TLsdju++eYbv+/bF3wtA+MOJgAZ/oAJQAbDA8jkNVuZpjExMUhKSkJHRwdaW1uxePFi2oAeAM6fP+/0vWFhYX4fDxEfcsh1kBfwrampgSAIGB8fx927dwFMT2Ymk8nvAotMkvHx8RgbG0NDQwPeeecdLFq0SCKGyHOC3W7HiRMnMDAwgOXLlwOYLr8y14gnbyIASdIFz/PQ6/WKpXb8weDgIFQqleI9k5eXh66uLmg0GmzYsIFeu3PnziE2NtahxRwAvHnzhma8y5HfI/OhnuVMmInb1ddYPmYBZMwFTAAyGH/gqtyFuLzJbLF371788ssvePToEf75z38iLy8P4+PjiIyMxOjoKARBwLp162i8lkqlwosXL6g70N+4EoBi9/DDhw9pfJhOp8PGjRvR3NyMjo4Ov45FXGSajIV8HqQotyuIIBQEgbol/SUAi4uLMTIyIrGo2e12GptHEinkrf+IK5gksbgrA0O4desWuru7FbvWGAwGFBQUYOvWrTQTmHDlyhUEBQUplh3q6upCaGgoPvvsM4lwFrv25bgSMvIQgoWaqe3pZyJ/DzBzCyDrBMKYC5gAZDA8gEyAs5mVq9VqsXbtWpSWluLMmTOYmJhAcnIy3n//ffz8888wm814+fIlli5dij179gCYbi3nrnvJTOnr68P58+clIoa4AS9fvkyFgcViQXh4OMbGxhAQEIDMzEwMDw+jo6PDb5O+kgAUu5e9cS8KgkCF17Nnz1BYWAhBEKDT6fDJJ5/MaHy1tbUOtfbEkzVxtw4MDIDneUxNTeH58+d03OIsZk/EBsm0VWJoaAg9PT0YGhpyEIDuxExwcLDDPa5UZka8zhlEnJPjORtva2sreJ5HcnIyXdbe3o7R0VFkZWU53f9cMRPR5WsvYGYBZMwFTAAyGB7gSgCOjo6ip6cHISEhSEhI8Ok469evR2VlJc2c7OjowPfff0+/8AMDA9HY2Iht27bRDNLZwmq1Ynx8HMCf/ZPVajWCgoJoFw6e57F06VLs3LkTP/74o8M+/Gn1kQtAQRA8njAJRAAlJCRAp9PBarXSpAtfrLuexKCRDh0kW5dk/crHN9vMpDixKwugs/2R6ynugKPEw4cPodFoJIlML168wODg4LwRgDO1AM60SLS7/TIY/oAJQAbjD1x9ucrFhxjSacFZD1dvWbp0KaqrqxEbG0tdliSYnkym4nHMljVg8eLFeO+997x6D7mG4h69/sCZBdDb4xBrVlBQEP7v//7PL2PzFBIDp1KpaA1JjuNw7tw5iRXXk89zpkLAXVcPZwLQ2fV1ZRGXF5X2xorozfnNtjWMnP+dO3ccjik+tvi5r6EFrBA0Yy5gApDB8ADx5C3HbrdDp9M51PCbKaTG28aNG5GYmAgA+N///kcnldzcXOrCnE2LgD/2PRsCUNyvlsTyeXOctzV5kutJMnDDw8PpOjJ+b6xNM7UgzSQuzR8C0BsrojfXwd//A+IYTqvVSu8xeX9lT/BWbLt7H4PhT5gAZDBEOPviJRYakrUphrhC4+Li/DIGkvnb2dmJ1tZWmM1mWCwWcByH+Ph49PX14datWwAwawkggG8TqycuMG/xlwXwbU2urqy2zrp6OMOXz2YmLuCZZLMSAUis1v39/bh27ZpDogyJnTx9+jRNljGZTBAEAb/88ovLMZIfRT/99JNknTsLnbf3gEqlwr///W+Pt+/v78fly5dnTeQxgcjwB0wAMhh/4GoycyUAXbnIvMVut6OzsxPAdL9hOe3t7Q7LIiIi/HJsOTNJeCHX0NvYPE/GIi6VQvbtLmtSjl6vf2vt9ci1kd9nru6fX3/9FSEhIfjoo4/8OgZn6/xpASTi3Gq1QqVSYWpqioYykJhS8XjMZjN9rdFooNFoqNXQmZuYWFPl+yO1EuXrxHUV+/v7YbFYkJKSQn/EiWsukuft7e1OS904g4y7pKQEpaWlDusFQcDQ0JCkkLcnMBcww58wAchgeACxYjizAPqrxtmDBw9gMpmQkZGBlStXIiAgAHq9XrErx2zjrZVJqR9tY2OjQ+kTXxGLPm8tjUrlT+aKmVgAzWaz37O8Z+ICdnZ/u7pHiOvUarXCbrcjLi5OsZbgyZMnYbPZcODAAbS3t1MrIABJCR35g4yXfPbO1is9NBoNwsPDYTAYcODAAafnAAC///671wLQYDAAAEJDQ2n7RCI+BUFAT08PdDod/d+Qi1OlwtoMhr9hApDB+ANPLIBKhaD91a+3ra0NTU1NiIiI8Fs84UwQx6N5izwJpLq6Gps3b/Z5TO7KwCyEGnNi65RcLLsav69JEvL3zUQAOnuPNzGAziAC89atW7NW0kiJ0NBQj7abybUeHBwEAHz00UcO3xk9PT24du0asrKyvBZ6LAuY4U+YAGQw/sDZl6vZbMbw8DAAoKysDFqtFjabDYIw3Zt1amoKZrMZVVVVPpWtKCwsBMdxim3W5hJ/Fr32l5AVfzZKAnA+uMSuXbuGvr4++tpZzJmS4HMVAyi/L4lVDACNnxPH1JG40LGxMfT390sKUttsNthsNrS1tdFl4v15KwDFFli5GCQC0F2NRvE5BwUF4cCBAxL3rdw1S8ak9NwTurq6kJeX5/H2vqA0LhLGIa576C3z4X5nLHyYAGTMKVarFSaTiQooeccET567WubM5aO0DSB1MY2NjcFms+HChQuYnJyE2Wx2mLzKy8udntvr169nLACtVitGRkYQExMza+3mvBkL4B9rg5LLfCYoWQAFQfB7uRlfiIqKosk6SjFnHMchIiICzc3NkveJBaHSNR8cHHQaK6aUJEF4+fIlXr58qbju9u3bisuJ21aMSqVyGwOoJADJvqqrqyEIgiTrWb4PQRDodYqKilLczl+If9jMdsKNEuRHgrehEZ2dnaioqADgufWSwXAFE4CMOcNqteLKlSvUPTJfGR4ehlarpZNDRkYGDAYDBgYGsH//fvz+++9Yvnw51qxZA5VKRS0QpDSLJ/zvf/9T7P6QkZHh35OZAb64gAn+DlZ3ZwGcDwJw27ZtHm3X0tLiNAYwMDCQWu5iYmKwfv16dHZ2Su4z8YMkwojFpslkQmdnJ1JSUhAUFKRoSVNKknjy5IlDNxN3uLr+RAAajUYEBARgy5YtMJlMDlnA5EFcwSRRRP6DTf7jT/4jUqkFn/yHn81mo91siKX0/v37kmPI30Oy8q9cuSL5rOTPxa9JzODVq1cdhPHAwAAA4NKlS05/sCo9SMZzYGCg3/trM/6eMAHImFMGBwcRERGB5ORkiQvH2cSktM7dMvH7ya990j9XaRIlY7hy5Qr6+/vxn//8BwBw7tw5TExM4J133sHTp08xMDBA+83q9Xqfsm+joqIwNTVFx2k0GjExMTHr1g9PIJO5L1nA/raaKNUBnEkW8HyA4zhYLBb8/vvvVMiMjo7i2rVr1Pp67do1ajFTSmwgOFvOcRza2tok2ym9V/zcbrdjZGQEP/30k2R7YgX/4YcfnO7j559/dnq+gjDdQtDVNgBo3b2rV6+63M5fpXzItW5sbHR5LGDand3f36+4TglBmG43ODw87HS7kZERyX7kWczyjGZiYSZdghgMX2ECkDFnkMk6KirKL4kBcsgEomQRMJvNTi0P5DE1NQVBEFBdXS15D+AY0O7rBHTw4EHJ67KyMklv2LeJPy2AYmGWn5+P6upq6PV6al3hOA779+9HfHw8AODixYsAgGPHjkn2J45DU6oDuJBionQ6HcbGxtDS0kKX2Ww2avkir4nlSfw5KJWQmclzpb+kDEtAQIBkOQmNiIiIcPhhNjY2homJCcTHx0Oj0Tj8gNNqtTRbW/xepR97ZWVltEvK+Pg4NmzYoLjds2fPEB0djezsbMUfdPKH2HqqVqsxPj6OS5cuISsrC5s2bZrzDPuff/4ZWq0WX375pdfvvXDhwiyMiPF3hQlAxpxBJu6JiQk0NzfT5AlS6Jg8rFYr/Wuz2ehfJbeP2ALiL54+fUqfk3g8eVFbfx9zPiUzeJsEYrVaoVarkZ2d7dIqOjIyQj83MplPTk6ipaWFCkCj0ej2Gojj/sh1mw/CWQlxRwlyH09OToLneWpplgsC0jOYrJ8rfvnlF/A8jy+++EKynFjG5aIcAIqLi/H69Wu88847CAsL8/hY8h9fAFBZWQm1Wo2AgACMj49jyZIl9H/carWC4/7sSUyEIvkusFqtTmN95c+JK7Wvrw+lpaWSUjLyOGKCMyusJ3/lyywWC2w2G27duqUYLyq2cMr/jo2NLShrN2N+wwQgY05RqVTo7u5Gd3e3223lFgPya17+UKvV0Gg06Ovrw+TkJFasWOGRq1juFq6oqMDg4CD27dsHnueRn59P3S0knmm2hIaSxext4a0IvXHjBgYGBvCvf/2LLiPn09LSAoPBAKvVSjOpFy9eTCf1pqYmtLS00IltamoKdrsdN2/ehEqlomJpZGREMQlkPglno9GIU6dOeTQWcaIPz/MwGo24ceMGBEGgMWJXr151EBDy5+7Wk+eulhFICZYTJ05I1pF7/qeffqLP5QLp3Llznlwit5jNZhqb99tvvzndrre312kiiydwHIf+/n4Ht+5cYbPZFIu6e4JSog6DMROYAGTMKTabDeHh4VizZg20Wi20Wi10Oh30er3PBY9v3bqF9vZ2bNy4UWJxkf8lD/KauHqJe9dgMECtVlNrQHV1NU1caWpqotuUl5c7WDLE5WHIX7KfiYkJBAQE0GViawURmvPVkuWKwcFBhwQYIq5ramoctq+traXPOY7D6OgoRkdHJdt0dHQ4xHqRe8OXTiCzyfj4OM12jYyMlPzQEP+Iqauro1YoYNolTBI3xIhLyjhz/Xrq3iV/XcWZERcwSRwRbzM+Pg6z2Yzo6GhwHAeDwQCe5xEbGwutVus0+5lcA/nxlZJQgOn7pqmpCRMTE1i7di04jkNFRQXsdjtyc3PB8zyKi4sRHh6OlStXOo0flscCy5cLgkC7iIg/G47jcObMGYSGhuLw4cOSGGGlv3PNpUuX5n0SHWPhwAQgg9Ld3Y3nz5/7ZV8ajYbG1Gk0GtrbE5h2Y5SUlEjcMoBzq4bdbodarZYUlHVlZXFVGsMT5C3YxC7hhoYGcByHnp4e9PT0eL1vsahRirHr6+vDkiVLvN7vbDE6Oorh4WGkpKTgt99+g9FoxP/93//R9e3t7bBYLA6la8hnuG7dOqSkpECr1aKhoQGvXr1CTk4O1q5dC57n6WdLOHv2LCYnJ/Hdd9+ht7cX169fB8dxCAsLoxbE+VoHkHyeS5cuRW5urtPturq6JAWPrVYrdDodva73799HY2Mj/vvf/87ugEXY7Xb88MMPSE5OVuyMcfPmTXR0dODjjz8G8Kfb+vDhw34fy+DgICYmJrBx40YAQH19PcxmM9atWwdg2u0cEhKCVatW+f3YwJ9CdSblmMQuf/EPPPLdJQ9dEYe0iBNu5MsFQUBKSorfEmAYDIAJQIaImzdvwmaz+SWDU6/XUwFIgv1J7BaxurmyGIifE+tDTEyMy2zenp4eTExMIDMzk1pdlFzGYtex+PmLFy/oJGez2WgcoiAI6OzsxJs3b7B27VrExsY6BJgr7Z9YK2pqaiAIAuLj47F//37FicVut+PHH3+kFsyZYLVacebMGSQmJmLVqlWKpSTEYttutyM/Px88zysGpJtMJpw9exYAkJqaSi2cYu7duweVSoWxsTGUl5dj9erVkvVRUVGIi4sDAOTm5qKqqgqvXr1CZmYmgoKCHCwp4mSPuLg47NmzB3fv3qUZk2Qbcs2IeJwPk6KnYlR8joD/slq9xW63o7m5GaOjo/T6WiwW+iOQiA8AVHwXFhbS7QRBQGVlJVJTUxEUFOS3ccljT5Wuz1xcr/z8fLx588bh+J4cW/4ef3zGHDfd+5hUImAwfIUJQAZFEAQsXrwY7733nt/22dzcjLt372L79u3IzMzE999/j7i4OK8sB0+ePEFNTQ0OHTrk0kV87949NDU1YceOHTMaKylaHB0d7bDOYrHgzZs3iIyM9MhC19TUhCdPnsBsNiMwMBB79uxBQkKC0+15nkdoaCjN/JwJxG3d2NjosrSFHI1GI7GmkR8A4nITXV1dNHv3+fPnaGhoAABJLUNxDbnW1lYAoMkdwPQ57t+/H3l5ebh58yY+/fRTh7HIiw6npqYiPT2dHu/q1avUetba2orz588DmLYStba2KopesTXZEzcpwdV+xH/llJaWoqysDFFRUYr7GBsbgyAIOHPmDA0NEAQBJ0+ehCD8We/t119/RUREBLZv3+60iDLBXYa7PHlqbGwMT548cRD07uJzSSFiYPqzLygoQEFBAXieR2BgIBWCztzM7l4Df/bR/f3332Gz2WA0GmGz2XD16lV6b/T09ODChQs+xUHKl5O/JAN7aGgIAQEBmJychEqlou7vnp4eqFQqJCQkOMQV9/f3Y3R0FDzPY9myZVCr1ejq6sLg4CBWrVoFjUbjtsyVfB35gVVUVASLxYK0tDSX9wKD4SlMADIos5F1KLb6Ebz9JUyEidVqRVFREeLj45Genu6wnT8sl75gtVpRXl6O6upqiXjytGZgamoqysrK0NraisWLF89oDDabDSqViraZkos6sSVQEASMjIxgZGQEL1++pJZHsm14eDhsNhu6u7sxNTVFhUlZWRk4joNGo6GCLTY2Fjk5OXQcQ0ND0Gg0DgVrExMTkZaWhqamJkWLoVJs1a5du6gA7Ovrk2T+kjGJaxc6m1w5jpNYQF0lUiglICm9lsf3qdVq1NXVQRAEGAwGxRg9MgaTySSxDMnL79jtdnR1dVGR6284jsOGDRsQHx+P1tZWlJeXY8uWLUhMTJRY2jmOw+PHj9HZ2UktxefOnYNOp8O2bdvQ1taG/v5+WhJGjC9WL3GZHGD6syfXhnTOIechPielv/Jlrn4AWCwW8DyPRYsW4b333sP//vc/6PV6HDlyBMB0Moxer8cHH3wgGV9+fj5GR0cRFhaGY8eO0R+rT58+xeDgIHJycmbkVjabzZJ7oL6+Hps2bXrrHYMYCx8mABmzilI/UG8D9omItFqtePPmDYaGhhQFoFJsmDe4EpCuGtubzWY8fPiQ9lfleR4hISEICwuD1WpFT08P7t6967bH7+rVq/H69Wvk5+fPWAAGBQVhZGTEYfIEXLuhurq66HPxtTt48CBMJhNKSkpQU1MDm82GzMxMbNmyxaU11mQyOZ2gdu/ejY6ODhQXFyM9PV0iEuXuUWC6PAgZP4mLO378OBYvXoz9+/fj+PHjSE1Nxd69e52OZy5x1/+YJCt99913AIDz589jbGwM33zzDYBpwVBdXY3PP/8cRqMRL1++pCETSqJWLlaVLEgAJOvVajXS0tKoxY4IN61Wq1iMnCT5EPcj+exTU1ORmprq6yWT8PDhQ9TX1+M///kPeJ7HhQsXMDIygn//+98AMCMvgjcQgff+++8DAI1VJSj9H/X29qKqqgrBwcH49NNPJf9DcuHvDWazGefOncPk5CTWrVsHjUaD58+fo6OjQ/E7kMHwBiYAGbMKKVkg7i/rrVVALADFVhw5sykASe/N8fFxh3VXrlzB8PAwwsLCsG7dOqSnp0uOf/XqVXR3d8NgMCi6lwl6vR7p6emor69HbW3tjNrCmUwmaLVa7Ny5E8CfFpi2tjbU19cjJycHcXFxkhjIvLw8SRYu+azIOajVatTW1tL40OrqaiQmJmLp0qVOxyEIgkMsF4Hneezbtw83btzAzZs38cknn9B1KpVKcn8Q8Qk4fj7i+2A+ZAF7ivzelJ+X+H6PjIzE/v37Z31MRKyLs5PFyMc4m3GL8v/juY4BVBJ84nqFSpDYyNDQUPT09CAxMdHncZhMJpw/fx4mkwm5ubnIzc1FfX09gIV1vzPmL0wAMmYVf7uAAedffr780hajJCBJDJZcAA4PD2N4eBhxcXHURSRn3bp1uH37Nnp6elwKQADYsWMHmpqa8OzZM6SmpnrVXxj481rJ44SMRiPq6+sRHx+PpKQkyTqNRiPJSiXPybHr6+thtVqxYcMGZGZm4tdff0VZWZlLAchxHKxWK8xmM82IFJfh4XkecXFx6O3txcOHD7F48WLY7XYaR1hXV4fx8XGaLU5ckmLE99FCmhDdCUD5/T4XzCcBKHbzqtVqxR9zs/l5ywUg6R5CWuEBkCS92O12WrKnq6sLXV1dCA0Nxb59+2bc2lEs/jZs2EAzoBdi5xvG/IUJQMasolRAeaYWQGKBcvZ+X2vCeeICJkVqCdXV1QCmA9eduT0DAgIAAOXl5YiPj5eIQCKMxJ1QVq1ahdevX+PUqVM0rk68PiIiAqmpqYrZgMRaYTQaaYcVs9lMk0s6OjowMTEhKUdBhNnw8DBCQ0OpCOC46fZcVVVVAICSkhLaOWFgYADff/89AOefp8Vicdv/FZgWmMSyQXj06JHktc1mc8g0XagWQHdiSulH02xD7ltxUo8YpTHP1jWX/x/PddY0z/MS8b1z507U1dVRt3p9fb1EKBP3+apVq5CTk4OnT5+iubkZFy9exLvvviuJv/UEk8mEc+fOYWpqCps2bcKaNWvoOrKvhVgvlDH/YAKQMavIJ7O5cAHP9MtRbEFUsjrwPI/u7m6cP3+eJgsQQWiz2Wg3BGcJBqQHKTknd+O0WCwoLi5WXFdYWOjyWp48eVJxeXl5udPjyZMNSDkQjuOoBZSUvCHPnZXkIXFmZD0pjSNOnJAnUJBtxQiCAK1WSzOq5esIC0kAugtPEN/vcwURgPJrTJD/b8hFkj+RC0ClH2azLQDF+09KSpJYzZuammCxWFBZWYmYmBg6XpVKBb1ej3379mFoaAiXL1/Gw4cPvYqRNBqNOH/+PMxmM7Zs2YLs7GzJenEbRAbDV5gAZMwqxI0o/jL3xQIo3pccX13A7rKIdTodJicnqRuYbB8QEAC1Wg2z2SwRNfLA/NHRUWphGxsbQ0JCAoKCgmgsnlqtljx4noder4dOp4NWq6WdUrq7u3Hv3j2arbp48WJ6jVpbW2G1WpGVlUX3o9FooNFo6D7F3Qw4jkNBQQFGR0eRnZ2N4eFhdHR0ULfr7t27sXjx4rfW+YCg0WgkgkN8H82mNWo2UIpxE6NkATQajejp6aHbEpFCypaQByn5In8tLgdjt9uxZs0aiSVarVYjKyvLQayQjjoZGRmIiorCwMAABEHAmjVrJO3MXGXiyjOs5TUpg4ODERMT43B9yPm/DQugq/spICAAo6OjKCgokCxvbGzEpk2bAAARERH49NNPcfbsWZqQ5W7MExMT+O2332A2m7Ft2zZkZWUpjg1gApDhH5gAZMwqSvFMs+0C9tU9UldXh/T0dIf4O41GA4vFIul5OxNev36N4uJi5ObmzihYnLh/SX00i8VCEwXOnDkDk8mEbdu2eby/V69eYWxsDFu2bMHr16/R3t5OC3mTeL23jbtEgIUUEyX+n9BqtR4JwEuXLjmEH/gihMbHxx1iVuX3zNWrV9Hb2+t0H/LuPL7wr3/9y6HVn1gAypnNz1ueiCSHJFq9++676O3tRWdnJ/r7+zE+Po7CwkJs2bIFABASEoKdO3fi8ePHbo85Pj6O3377DRaLBTt27EBmZqbTsQFMADL8AxOAjFlFyZ0j/3IVt08S9/Aly0iGqjsXsK8WQBKv+OzZMzx79gzvvvsuli1bRtcHBQU59KydCf6I8SLu1NjYWHR2dtKsYaUyKp7sSxAEmM1mvHjxAhqNBqmpqaiursbTp0+RlpY2L0SgnL+CBZCgFAMoFld2ux1arZZamARBwLNnzxATE4OsrCxqQRa725UsyzzP48SJEx5dr4mJCfA8j4yMDMWON5OTk2hubqadQJQEeVNTE/r7+7Fhwwa6D3HpmsbGRnR1dcFkMtGYVvn1UeoM4o/Pu7a2FiaTSXK91Go1/e5xBvl/Wbx4MS3XZDabceHCBVRUVKCxsZFa9939aAWmxd/58+dhtVqxc+dOrFixwum2zALI8CdMADLmBPKFpVarMTo6iuPHj3u9D/Jl6kkZGF/Izs5GRUUFDAaDRACGhYWhu7vbZY07T/BVqBJRrFKpcPDgQfzyyy94+vQpkpOTZ1QMm1hefv/9d9jtduzZs4dafiwWi6RI9HxioSaByK3izrKAxT8QSOyk2DL07NkzhIWFYfny5V6PwdMfCWq12mlnnfr6epSXlyMqKkryfyJmbGwM/f39yMjIcCgKTtbLeyMrJYHMBoWFhU5jHl11XlH6DtJqtfjss8/w888/w2g0KnbiEX+etbW1AKbbHV66dAlWqxW7du1y+1kyCyDDnzAByJgTyJef1WqFSqVCUlKSJAFAniAgThIYHR2V1KGbrSxg8uW6ePFiVFRUOOyHWAjNZrNPAtDXL/Fr165Rq6larcb+/ftx8+ZNXL9+fUYWQCIAu7q6EBsbi9TUVPT09ACYnthev36N1atXv9XOA+I2boBjDOBCdAGLE6PEKFmI5aLDVYKEJ8zV9XKX0EL+p8TZx+5cwP6yAB46dAhTU1PU40C8D6Ojo+js7HRat9PZNVer1UhNTUVjYyM+/vhjalGsqKhARUUFfd/t27fR1tYmee/u3bs9KuzMLIAMf8IEIGNOEH+Za7Var/oNW61WrFq1CmFhYbQunBK+WtbkNbbkLlp/ZWf6EqvY0dEBg8EArVZLJ82kpCQsX74cdXV10Ov1M46xBIADBw5I1m3duhWPHj3yqJPJbCIWgCQWjox7vruA5X15yf3jjQAElEXb8PAwysvLHXr+ihM/lB6eYjabJfXvlMb58OFDp3FuZMzOLG1EAIrLqjizALoqDD0TnNXoq6+vx+vXrzE0NORUADo7/qpVq9DY2Ijm5mZs2LBBsk4QBJhMJrS1tSE4OJgmk4WFhXnc1eNtlAhi/HVhApAx68gnaKUYQHH8n8Viob/IbTYbYmJi6Jc1z/NOv/x8TQIhljAyVvlE6U09r7a2NlrCRdx7FPhzMiwrK/O6nVNpaSmA6UnDYDDQ5Tt37kRHR4dDooAnkLhGsZWPnOOiRYsQExOD7u5udHd3IyEhwev9+wMyHqvViosXL8Jut0v6zs5UEJSUlKC2ttbhM3fVJ1jpmN4enxTKJs/FKLVPlN/3VqsVPM+jv78f/f39Xh0bcO3iJOTk5NA6l84YGhpCcHAwHbP8OhiNRkxOTvpkART/8CJJM7NpwYyIiEB8fLzT/t3y409MTODp06cwmUxYuXIlANC6m3JIfcvx8XFwHIeAgACMjIx43L2IFYJm+BMmABmzTkBAAHp6eiRxf97GAEZFRWHDhg2z6gKWT2JyIenN/o1GoyRhRD5mnU6n2FbOFXa7Hb29vQgLC3Pow8vzPA4dOkRrEXo6oYyNjaG3txcBAQHYvHmzw3g5jsN7772HU6dO4f79+/j666+9GrO/IBbAvLw8TE5O0jqDZIwznRBramowMTEBnU7n0FtXqeeuUg9e8XJn/XjFy4eGhtDT00O7njizAMrvM3ndQ7vdjuTkZKxevVoxSYMsk5f/8ZQVK1a4TEjwhKqqKuTn56OtrU1SYByYvmfHxsYAKAtAcr7yrGnxutkgOjraZZ9h+ed14cIFem6kIwj5bDs6Omgh9cePH6Onp4da/0gdUW9CK5gLmOFPmABkzDqHDh1CSUmJpA6ZUryffBIjEzzJJLx9+zbd5+3btyWFgwVBoILLVwHorOWcNy5mf0yect68eQNBEJCVlYXW1laHSTAsLAybNm1CcXEx7t+/j3379rndJ7mmcpe8ePLV6/XIzMzEmzdvUFZWhrVr1/rnhLyAdCzp6+tDcnIyuru7/ZIFLAgCdDod/u///s+fw3VJU1MTenp6MDk5KRkHwZkFULwNuUfDw8OxaNGi2R7yjCEWvrKyMpfbiS2EcjenJ4Wh5xKO42CxWPC///2PZs+T7y0iZHt7e/HTTz9JhG1PTw/0ej0VgIGBgYiKisKePXs8FudyLwWD4QtMADJmnbCwMOzevXvG71+zZg0tUVJfXw+LxeIQRE3gOA5hYWEzOo48xk8usN52/E1VVRU4jsPKlStpAV45a9asQV1dHZqbm9HR0eHQ91dMbW0thoaGsGTJEsTGxkrWyc9969atqK+vx8uXL7Fy5UqvexT7CvnxEBAQgPfee49OvsDCSwIhrQGJAPQ0CURJAMpLpMwGTU1N6Ozs9Hj7RYsW0V7URLAsX74ccXFxEhc7MO0qra6udjhXwLEMjNhl/jYFEBkfGVdgYCCmpqagUqkQGBgIjuPo+QQHB2NqagpGoxEajQYmkwk9PT1ISkrCBx984PWx5dZRBsMXmABkLAi0Wi22bdvmVYFjbyHWCnmQPsHXJBNfMJlMGBkZQXx8vFt33ocffohTp07h7t27+Oc//+ngLgamz/HZs2e024czxF1Ddu7cifv37+PBgwcOySKzDbGkvPPOO9SV6kt3GSXMZjO6u7thNpsl/ZnFtSnNZjNMJhPts0zW6/V6rFq1CitXrnRrzSHlUJwJQCULoHwbcj3mQgBWVlbSrHBPqKurcxCA0dHRisWNe3p6UF1dLfn8nGUBiwXg2xRAxHvhLhzCbrfj6tWrNB4wKCgIw8PDWLFiBXbu3DmjYzMXMMOfMAHIYPyBOxfw26zBRZI/cnJyALiujRYYGIitW7ciPz8fd+/exfvvv++wzcOHD2Gz2bBz505Fgag0wS5duhSlpaVoa2tzWiJjtiDXPCUlBYBjGRgizohw02g0inXnlCDiqre3F3fu3PHoPeLQBY1Gg7GxMRQUFKCoqAiJiYnYsGGDpL2ZmKCgIAB/JgPJP0ul+8yZBVDps/M3H3zwgceZ7zdu3JAkQCiJWTFKP6rk5++PfuL+RKPR0Pg9Z/eY3W7HhQsXMDw8TFvoDQ8PA3BfRcBkMtGWe/Hx8ZLPmAlAhj9hApDB+AOxAFRyM/mr1dxMaGhogEajoS5dd1amrKws1NbWor29Ha2trbRjAQD09/ejubkZERERTuMU5QH4hP379+PcuXO4e/cu/vGPf/hySl5BehoTxCJAr9djaGgIP//8s+Q9X331FRVbnhATE4Pt27dDo9FAq9XSHsrktbibhhy73Y7KykpUVVWho6MDHR0ddLxKGcXAtAueFAQW71NJNGm1WthsNofkqbkQgOS8PUF+beRWdWfbK1kA5TF/4nvSbDajvLwcq1atmvMuNZOTk1TgffHFF2hpaUFLSwssFgtCQ0ORnZ2NmzdvYnx8HKmpqejo6AAw/eOtubkZDQ0NAOBgee/o6MCTJ08cksPCw8Oxa9cuSZgGcwEz/AETgAzGH8gnXmcCcC5+fff19WFkZARWqxXj4+MwmUxITU1VHIuzCfCDDz7AyZMncf/+fXzzzTf0/IiVayZuXFKzrKGhAWVlZYiOjsbg4CDGx8exdetWr/fnKXa7HTqdjr4WC3QShL98+XKoVCr09vbCYDBIAvA9Qa/X0zIe3sLzPFavXo3Vq1djfHwcxcXF6O3tpYlK4gQnnufR3d0NnU6HuLg4GAwGSfkepUB/8qMkNTUVgiDAbrdDpVI57cAxXyAC0J0FUKkVnlIdQLIvQRBQVFSE4uJiJCQkYNOmTU4trv6GlKIxmUySWFQA6OzspKVzli5dipaWFthsNmzfvh0rV65ETk4OLl686CACS0pKUFJSAo7jkJSUhEWLFsFut6OjowPd3d24cuWKpFMIswAy/AETgAzGH8itFW9TAD58+BAjIyP0NZkYlMbiTADq9Xrs2LEDjx8/xu3bt3Hw4EGUlJTAaDRi5cqVCAkJcXp8V224du7ciaamJjx//lyyPCcnZ9a6hZCuJwR5DKBaraZxVfn5+bRYtjtmw5ISHByMPXv2uNzm+++/R2hoKA4cOID79+9LWoc5awXHcRz27t3r9/H6E7l71lMLoPh/ypkFUOwSVqvV2LhxIyorK9HV1YXLly9Dr9cjIyMDubm5s2oZFcdjqlQqrFq1CmvXroVWq0V/fz+ePXuG/v5+NDY2guM47Nu3j/5443kex44dk4jA5cuXo6SkBHq9Hh9//DHtiQwA69atw8jICC5evIhHjx4hLi4OALMAMvwDE4AMxh8QweCs5dxcCsAdO3ZgfHwcGo0GFosFjx49QldXFw2kFwfGu5rsMjIyUFNTg66uLlRXV6O0tBQ6nc5ja52SAGxubobdbkdoaCgyMzMRERGB6OjoOW0VJ56EnZVImetMZW8Q319yMb+Q47zkySpEANbW1qKjo8OhfqKSMHRnASTvXbVqFVatWoXx8XE8f/4cLS0teP36NV6/fo3o6GisX7+exoz6+xxJXcoPP/yQijJgOozg6NGjtN3b2rVrJZZ7cj5iEdjS0gKO4xzEHyEsLAxHjhzBxYsXce/ePcm1YDB8gQlABuMPxC5gVzGAc/Hlm5iYKHldWFgoKf3iTULK+++/j19//RVPnz4FAI/qjjmzMFitVjx9+hQqlQqffPLJnMSgAdPnK24X5qoXMBEV/o4Ns9vt6OnpwdTUFGw2m6RbDflLytWIH+I2beJ2bM4EoPh44vNdCMjHSc7HYrHQ4sfAn/eXvCyM+D3OYgDln3dwcDB1pTY3N6O0tBQGgwG3b9+GRqPBmjVrsHbtWr/dD8Qyu2TJEon4E7N371789NNPaGpqcmgJR87x2LFj+O2332h2v5L4I0RFRSEyMhKDg4MAmABk+AcmABmMP5C73uZTFvCSJUtQW1uL/v5+xMTE0EnRk+xMrVaLrKwslJeXSxJJXOFMAD569AhWqxU7duyYM/EHgBbPFVvJxAJK3iWDLPcET8VVYWEh7ergC+R44o4YgKM1968wyZPzSUtLU3Rfj42N4cyZMy5dwN788EpNTUVqairMZjNevnyJ2tpavHz5Eq9evUJ8fDy0Wq2DGN+xY4fTtm8Eo9GI3377DcCffYtJPJ6z8w4ODsbIyAhNThK3hCR/yXdNcnKy23OLjY2lApC5gBn+gAlABuMPxALQlQv4bWQB5+bmora2FiUlJThw4IBXRantdjsNTLdYLKiqqkJWVpbXYzAYDGhqakJ4eLhiTbfZhFjZXr16hdzcXAcLoBhPS5YAf7aY8wQy8e/YsYOWfyHxaOQveWg0GqcZwwDw448/OhRzlo/bVSHouWR4eBjj4+MICAigPbmd4exauuvfrZQEomQhdXUMMVqtFlu3bkV4eDgKCwths9kUi1lzHIexsTG3ApC01BOP093/Hhm3VquF1WqVWH5JUg9xkXsibpV+5DAYvsAEIIMhw50AfBsTcXBwMAIDA+kk5o0Yffz4MSwWCzZu3IhXr16hoKAAixcvdulyUjpHkj0sbxs3FwQFBWFsbAylpaWIi4tziKHzZmKeKUSYLFu2zGfrp3j8zgTgfHABDw8P4/z58wCmy5F89tlnLrd3JlRnUgdQXPcPcO4ClmM0GvH8+XM0NTXBarWC53loNBrY7Xb8+9//djl+Z+j1enz11VcAgEuXLsFgMKCjo4MWvJZjt9sxNjaG4OBgfPnllzhx4oTD55ucnIy9e/fixIkT6OzsRG5urssxdHd3S+IPGQxfYQKQwZDhLAbwbbqAASA9PR3l5eVoa2vz2AI4MDCA+vp6hIaGYu3atYiNjUVeXh7y8vLwxRdfOH2ffIItLS3FxMQEMjMzZ9xqzxeI4OU4Drdu3YJOp3NqASSf32yNwV3ijScoJYGIBcLbLnZMIP21U1NTPbL6Kl13cWs0Oa7qADqzADqjoaEBr169ooWo9Xo9srKykJubi4sXL0pK7fgCsdrV1dVh/fr1isWgHz9+TMMVurq6YLPZoNfrsXv3bmotDgsLQ3l5OYDp2pwDAwNOLazt7e30swCmi0UzGL7CBCCDIYIIv7edBazE2rVrUV5ejrKyMlrY2Z0AlNf8S0xMxPLly1FXV4eioiJs3rzZ7XFNJhNKSkpoO763Abn2H330Ea5duwaTyUTrAhILYF9fHywWC22xVldXJ0m6IO434noLDAx0KC/jyRj89fnLLYDyz1KpE0hlZSU4jsPSpUvnJOuaiNL+/n6Mjo6iuLhYsl6e1DE2Nqa4H2fXzJUL2FUWMNneaDSiuLgYzc3N1K0aFxeHjRs3IiEhQXGsviK2Wp45cwa7du3C0qVLAUxfr4cPH6K5uRkqlQqjo6PIy8sDMP1/dPPmTYf9qdVqWK1WXL16FYcOHXKoZ9jR0UH/j+UxhAyGLzAByGDImK8CUK/XIywsDL29vViyZAkA1wLw1atXGB8fx4oVKxAeHk6X79y5Ex0dHSgvL0d6erpiSzfxud+5cweCIGD37t1z3nWBQI4bHR2Nb7/9Fr/++qukE4ggCLhy5YrkPY8ePfJo356Wi/FnDKg7F7DcAk3EXkFBAYBpi9Bc9GOOjIyEWq2G0WhUtKDJhYggCAgODkZPTw+Cg4NhtVppzJsSM+kEQq7d+fPnaXs10os5JydnTpOT7HY77t+/j4cPH0KlUtHi4+Hh4fj4449pxxKLxaIoQENCQrBmzRrU19fjyZMnuHz5MiIiIhAVFQW73Q6DwSCx/K1evRrl5eVz0gOa8deHCUAGQwRxV81HFzAArFixAsXFxTAYDC7HYjKZ8PLlS2i1Wmzfvl2yjud5fPjhh/jtt99w8+ZNfP31106FXVtbG3p7exEfHz8rNdU8RV73T6PR0F66ZNJdv3491Go1KioqMDExgc2bNyMkJAQ8z9OOHMPDwygoKMCyZcsQGxsLo9FIxbQ7SOyfuCOJL+fjzgIoFgx79+6lLcXu3LkjKYkzm4SHh+Nf//qX2+3sdjvKy8vpj45r165J1g8MDOD48eOSGoAqlYp+ro2Njejo6KBdTsg+AUdBSHrxkvIpGzduRHx8vN/O2R1kPEuXLsWOHTvw4sUL9PT0wGw2IzY2FitXrqS1/9RqtUdW9oyMDMTGxuLJkyfo6+ujbmye5xEbG4u+vj5ER0ejsrISgiBgYmJi9k6Q8beBCUAGQwZxFc43CyAw3eP3+fPn6O7uBuA849Wd1S4iIgK5ubkoKSnBgwcPHEp0kHN/8OABeJ7H/v37/Xwm3uHK8kgEVE5ODoDpc7t16xZevnyJzz77TJLsQuK3wsPDvc6Ejo6OVrSWzhRXAlCj0UhEE/BnGRHi7v75559pFxStVouQkBBoNBoEBwcjNDQUqampXrmJe3p6cO/ePUlNQ2/dpjzPQ6vVIiEhASEhIVCpVLDZbDCZTLBYLDCbzbBYLLBarfQ45NyJC5cgF4BkLGS77777bk6tfQQyRtLtxV9hEREREThy5AgA4OTJk7BYLPjuu+9w4cIFANP3hM1mg1qtZi5ghl9gApDBkDE0NARBEBAQECBZLi9P8TZQq9WIjo5Gf38/AGV3ZHNzM3p7e5GQkODSapebm4umpiY0NTWhra1Nsi05R7PZjA0bNsxplw8lXE14cndYcnIydu/ejQcPHuD06dNQqVTQ6/U4cOCAYu/Zt4G8nRggFfMWiwVqtRqxsbGSmnUkhtFisdBlVqsVRqORWo0IYWFhDgXFlSBirKamBkajEUFBQQgKCoJGo4FWq3UQ30rXThAELFq0CNnZ2V6HCRw/fhxpaWmS9nnHjx93mgRCrsHbEH/iccwmxGoNTH8fRUREoKenByEhIfSzZzB8hQlABkOEVqvF1NQUUlNTHSr4e1N7bzbZvn07Ll++DMBxMrLb7Xj06BF4nveoXMuhQ4dw8uRJ3Lt3D9988w2dVMl+Y2NjsW7dOj+fgfe4EhVK69LT06FSqfDmzRsYjUYMDw/j8uXL2LFjB4D5IQDJGMQdaMSEhYXh4MGDHu3v8ePHqK2txbfffkvFYGxsrGSb69evo6enx+25Hzt27K0LfsB5L2Bg+vN79eoVtdSLrfbkuXiZ0WiEzWbD48eP3R5XKatcnEjU398/6xY4nudht9vR29sLQRAQFBSEoaEhZGVl4fXr12/9/mX8NWACkMEQYbPZEBwcjH379jmsc1cHkLS6CgkJ8fq4T548QUJCApYtW+Z225iYGAQFBWFiYsKhHMSjR49gsViwZcsWj5Ib9Ho9duzYgcePH+PmzZs4fPgwAGDjxo0wGo0zcm+RdnEZGRkeWaAIvb29tHWW3LrjrF2aeJ0c0hUCALq6unDjxg08efKE7ufUqVOSxIbg4GD84x//cDq+8+fPY+XKlVi1apXH50QwGAwoKCjA1q1bER0dLYkxdfbDwhtLGnmvWq1GeHg4wsPDce/ePTQ3N+O///0vHj58iO7uboSFhVHXLM/zUKlUkkd4ePhbEX9KFi25i5yIutHRUQiCgBcvXnh9nNraWt8G+geznYQRFxeH+vp6NDQ0APjTOrx8+XKUl5czAcjwC0wAMhgiXNVfcycAL168CLVaTQvGekNNTQ1GR0c9EoDAdDZgUVGRRDQMDAygoaEBoaGhyM7O9vjYGRkZqKurQ3d3N6qrq5GZmYmhoSEMDg5ieHjYoSyFO8xmM+rr66HVar0SgA0NDaiqqsKaNWu8EoBiF6ozt2BiYiKOHj2KK1euQBAENDQ0YGJiAhqNhvZYHR8fdzm+4eFh9PX1eXw+YoaGhtDT04OhoSEaR+gqBtDbYr9ydykAmnna3NyM+vp6jwo5zyeUXMCTk5OwWCxISkpCTk4OTe4RJ/ooPa5evYqhoSG3CS3d3d0oKCjAyMgIgGkL+AcffCD5MZWXl4eurq5ZOutpcnNzUV9fj5aWFgDTSV08z1NxzgQgwx8wAchgiAgNDXVqOXNXBsSX4r3evjc1NRWFhYWSbFB5zT9veP/99/HLL7/g2bNntMagr3h7LVz18BX3PiYtudz10pUTHR2NDz74AHl5ebRencViQW9vr8dj9GctOXcuYG8sgK5iwu7fvw+e53Hw4EE0Nzdj8eLFb62cjzOUrquSC5hsFx4e7lXmL0mccHZ/tLa2oqCggN4XSUlJ2Llzp2K3nLmIPQwNDYVer6fZvuK6lywBhOEvmABkMER8/PHHTte5swAqlY7xBm/EBek+UFNTg7a2NloAWa1WS4rNivfpLHifwPM8rFYrzpw581YEgpIVi+Aq/tKb2EwSF5eamoqWlhao1Wro9XqMjY1h06ZNMx67tyglgcgtgL4KQLFwCg8Px+nTp2G32/HOO+8gIyNjpkOfFZTG7ywLeCY4c9nW1dXh+fPnMBqN4DgOqamp2LFjh0s3OMkkn222bNmChw8f0v9L8j8/X7rEMBY+TAAyGF6gVqvR19eHBw8eSLogCIIAs9kMQRBw584dSQC6uwfZR39/Py5evAjgTzGptJ34tdVqpZ0vtFot7HY7rY9HcNaeS45KpaKZn2azGRzHoaGhAQaDwSGo3tWDxCu1tbXh9u3bHp27IAi04O3Vq1dpEDxZR86RrDMajRAEAadPn6ZW0Pr6euh0OthsNhq4r/QXAPr6+hzG0dXVRdt2kWOr1WpMTU3Rbdra2nDu3DmH66H02Yj/kmvy9OlT5Ofn08/ohx9+oEKntLQUpaWl9PPwRmgQkXT8+HH6+YpFwvDwMEJDQ7F06VIaFzmfcPXjREkAemsFI1ZjYFpYVlVVobS0FFNTU+B5HsuXL8fWrVs9ipslFkB/tAR0xbJly9DR0YH6+npJ3UsmABn+gglABsMLYmJi0N3d7bTlFTDtTpIjn7Dkr0mNr6GhIYnlQ976Sf530aJF+PDDD2d4Ns558uQJampq0N7ejvb2dq/fz/M8xsfHFePqnAlSu90OjUaDoaEhh3MnAspoNEKlUknK1BBR9/z5c4/HR1xrVqsV4+Pj4Hlecp7ycjGkvp3VaqXxYUQskPp85DkZu/hBxK1Go6EdIwRBoL1f+/v7ERwcTDu2dHR00ALXnkCuT2pqKiwWC2w2GwwGg2Qf4+PjaG9vR1pamtOes28LuaARW9P9UX+TCLWXL1+ioqICFosFKpUKq1atwsaNG70SckSYm0wmRRexP4mOjqbxtOPj47RLEYPhD5gAZDC8gIgtJffcmTNnYDKZ8N133/l0jLNnz8JoNLoMWDcajTh58iTtCOJviGD54osvJIJGHlwPeBerNlNevHiBV69e4ejRo4iKisKZM2cwNTWFb7/9FiUlJSgpKcH69esREREBlUoFtVpNM1vlz3me93jCP378OFJTUyVZ4adOnYLVasX//d//eTz+kydPwm6345///CcA4Ny5c5iYmMDRo0cxMTGBU6dOYcmSJdi6dSsA4Pvvv59RuSHxOO/evYvm5mYAQFRUFCwWCwYGBt5a/TxXeGoBJKL7zZs3qKurkwh1uSVWvA9yLUtLS6HRaJCTk4OcnJwZ3bvk+k1NTc26ACSxvqT7SUdHB7MAMvzG/PsmYDDmMe7q0fnji9mTX/i///47gOlJqKysDGvXrvX5uGKIpSE0NNSv+50pSv1hybUm1yspKcmh9p0/mI2iu+5awYmtnr4SGBiIgYEBfPzxx4iMjJx3CSCAZwLQbrfTLiPd3d2w2WzQ6XT0+smtruLHxMQEzGYztm3bhszMTJ+uAbEAykMtZoPg4GBq/QP8V8aGwQCYAGQw/AZx4yqVKiEdG6xWq6QVFnHXiZeJY86U6OjooOVIOI7DixcvkJqairCwML+dy3yzMHgiAGerO4LcEjcTC8wnn3zisA8CsSjJY9z89RkcPHgQ58+fp32f5xtK5ypeJo8BjI2Npa0QBUHAF1984daq+fTpU1RXV2Pp0qU+C2BihZwLAQgACQkJaG1thVarRXt7O4KCgubd/ydjYcIEIIPhJxISEmAwGPDDDz/4ZX8XL17Ee++95+BmevDgARUQYWFhGB4exu3bt/H555/75bgAHApMv23k7dLE1tbZ7NHMcZxfOr/Is0qVxi8/jq+TPNlveHg41q9fj5cvX+LkyZO0xSFZL7aUqdVq7N27d86LQbsqAyMXgOT16tWrUV5ejmvXrrnM3gf828VnLi2AAKgVniQ3uYo/ZjC8gQlABsNPbNmyBYGBgWhpaXHaaUH8UKvV9EEycFUqFTiOQ3l5OTo7O3H69GmsWLEC27dvB8/zePHiBUwmE7Kzs1FVVQW1Wo3U1FQ0NzejoaEB6enpPp9HeXk5RkZGoNVqYTAYaOFiORcvXkRycjI2btzo8zHdIZ/AxRa02RSAQUFBDm5wfwThuxu/ryWFAGDPnj20v25OTg5GRkbQ3NxM4zvloovEztXV1WH16tWSXsPkOREh8vZoNpsNQUFBM04uUbIAEpwJwKVLl2J0dBQtLS20y4ozyP78IQBJPb65EoAkkYe4vMW1PxkMX2ACkMHwI2vWrMGaNWt83k9ycjL6+vpw9+5d1NTUAJhuz1ZWVgadTodNmzahqqoKgiDg3XffRWtrK549e4a0tDSfXFxVVVUoKiqCWq2G2WyWdK6QMzAwMGeWIiUBOBcWwC+//FJxua/WOSW3p/z16Ogozp4965BZTMr0kP1wHEczk0lyTEJCgkMv6HfffRfvvvuu0zEZDAZcunQJRUVFKCoqmtF5BQQEYNmyZQgPD4cgCBgcHER9fT0Vjc7o7e2lJWwI8iQjpazgvXv34uzZs6isrERCQoLTEjezYQH0JkvbF8hnC0yfR1BQ0Lyz0DMWJkwAMhjzlNjYWHz11Vc4fvw4RkdHcf/+fQiCgF27dlFBYLfboVarkZOTg5cvX6K4uBhbtmyZ0fGqq6uRn58PrVaLDRs2ID8/3+17ZrsnKoHEeJFJVyxy/VEo2Bv8bQEkyC2ApP6hOKtVLGDk561Wq2nHiKCgIK/HFB0djZUrV8JkMrlsq8ZxHLVUi5f39/ejoaEB5eXlDucqCAIWLVokKZdDnre1tdHkDnKu4jI4ziyANpsNPM/j448/xqlTp3Dv3j18/vnniolL8hACXyAWwLkSgMPDw7QuptFoRGhoqF+ELIPBBCCDMc/hOA5TU1MYGBhAdHQ0bdUmtiLl5OSgsrISlZWVWLdundeWudraWjx9+hQajQafffYZOjs7PRoXKdA827iyAM52Eshs4IkADA4OdrBAmkwm/PLLL8jMzMSOHTv8Pq7t27c7LLt27Rq1QsnLq8iX8TwPm82GzMxMJCUlITQ0FIWFhejq6nJar/LBgweIiYmR9K8+ceKEUwup/F7Q6/V4//33kZeXhytXruDrr792sIL700o8lwJwZGQEk5OTVHAHBQVRF/5sF6Jm/PWZf/UAGAyGA0NDQwCA/fv3S5aLJ8ldu3ZBEATcv3/fq33X19fj8ePHVPwFBgbS+nFv3rxxOmkGBQVhcHBwToSXfNJXsgDOlVXEHxm6nloA5cy1tRMAenp6aNwZsfqJY1i1Wi20Wi30ej0VRxEREUhNTUVUVJRbi+nu3bsl4o8cx5kAVBL8iYmJWL9+PUwmE/Ly8hyO4c97hGQBe2pNzMvLw6tXrxyW9/T0oKCgwG0fZ2B63PHx8fjss8+g0WjA8/ycxSAy/rqwnw8MxjyHuMVWrFghyQiWT5IpKSmIiopCZ2eny+QNMY2NjXj48CHUajU+/fRT6jokdcd6e3tx6tQpfPTRRwgJCZG8NysrC8XFxbh+/ToOHToEq9WKzs5OJCQkSCyQL168QGZmpk9Fc4mlY66TQJxBWvdFRETMyAqjVDPSGwE4OjqK2tpaJCcn0x6xs0lCQoJHHWfa29tx69YtybKZusw9tQAScnJyaDu/58+fS5KT/BkDSD7v+vp6tLW1uezWQ+IzeZ7HunXrJPupr69HdXU1cnJyFC32lZWVMBgM9F7YsmUL1Go1li1bhjdv3szLeo6MhQW7gxiMeQ6Ju5K755QyRUkniHv37rndb3NzM+7fv0/Fn1ygkUlrcnISZ8+eRUNDg2T9mjVrkJycjN7eXvz6668oKCjA3bt3UVdXR7ex2+149eoVbt++jfr6+hl3LpELQKUyKnNlFdNqtbDZbLh8+TJOnDiB77//Hj/99JNiC0BnKLUGlNcBVBK05Fy7urrw+PFj3LhxY4Zn4Tkcx6GzsxNXrlzxaFvAt7695D3OBKArwf/BBx8gMDAQZWVlktZ+/owBFI/HZrPR+p1msxlmsxlTU1MwmUyYnJyE0WiERqPB8uXLHd5PrKVKYRQ1NTUoKCigx9m8ebNHP+gYDG9gFkAGYwGg1MFBaWINDQ1FWloampqaUFdXpzjxANP9iu/evQuVSoVjx445WPfIZLthwwYsWrQIt27dwoMHD9DZ2Yl33nmHbvf++++jpKQEr169osKvoqICMTExSEhIoGMeHBzEw4cPERcXhyNHjnh9/kp1AOXXYa4sgIcOHUJrayuGhoYwMjKCsbEx9PX1obW1lcZnusMXF/AHH3yAiYkJPHv2zK+CxhkZGRno7+/3qsuKeOwzsVQpnT+5Pq6seTzP46OPPsLZs2dx584dfPHFF9Dr9fS9/rhHSAau/POS94QWL3/+/DlevHghWUbc6jdu3KCCX1x2R3xOr169om5kEnu4kGJeGfMTJgAZjAWM0iSwa9cutLS0ID8/H+np6Q4TcFtbG+7cuUPFn7sOIomJifjqq69w9epV1NbWoqenB0eOHKFuq9zcXKxbtw63b99GR0cHJiYmcP36dcTGxtLxqdVqWK1Wl7XaXEFKb7iKAZyrCVGtVmPp0qX0tdlsxs8//+zVPpREkaedQJKSkgAAhYWFc2L13Llzp8fbKglbf7uA3X3ewcHB2LdvH+7cuYPTp09L1vnDbUqOq9FooFarHRJjSMiGu4QZQRAQGBgIi8Uiya7WaDSw2+00A5wU7ibvIzUYGQxfYQKQwZjnOBMDziZWtVqNp09TowAAXRlJREFU3NxcvHjxAkVFRRLR1dHRgTt37oDneRw9ehTh4eGK+xAEQbJ/vV6Pzz//HI8fP0ZtbS1OnTqF7OxsxMXFITg4GCEhIbT8xq5du1BUVETb1en1esTFxaG1tRUxMTEzugZKLmDC20iMECNuT+cpStZcTyyA8vfMt5Zg/nQBy3EXAyhm8eLFtGbikiVLwPM89Hq9xxZaT8aWnp4+o0xsZ20h5Y/i4mKYTCZ89dVXkvcXFhaioqKClYJh+AwTgAzGAkDpF7+rbhHr1q1DZWUlqqqqaJB5V1cXbt26BY7jcPToUURGRjo9njNh8c4778BisaCpqQllZWWK2zx69Ejy2mQyeRUfJ4ZMlsRdNjk5ieHhYYnr820kgSjR2dmJe/fuISIiArm5uS63dSVwAOUkESXmmwD0FzONAZTvIyQkRBKy4A8CAgLA8zxqamqQmpqKpKQkXLx4EaOjoxLrn5IFcCZUVVUhKyuLvvZnQgvj7w0TgAzGPMeVBdDV5PLuu+/i5s2buHfvHtavX09jjY4cOeK2ZZfcAghMx9/dvHkTPT090Ol0WL9+PQDAaDRicnISJpMJ4+PjGBkZ8UuNtJ9//tmh1EVzczMtUUOK475tAahWq8FxHEZHR2mNtnXr1rl0N3qSBOKJBXAhMFMLoPzzlFsAPfm8Z0Mg8zyPI0eO4OrVq7h58yY2bdpEu+Lo9XrF4tniFpDOWkSSlpDkr0qlwt27d1FRUSERgP5sa8f4e8MEIIMxz5mpAExKSkJ0dDS6urpw7do1cByHw4cPe+SGle93eHgYV69exdTUFBITE/HBBx+4FDgNDQ148OCB2+O4wmw2IzAwECkpKVCr1aisrER4eDhSUlLQ3t6OoaEhiQB8W9YwtVqN//73vwBAXeTicSnhSRKIJ8w3C6C/XMBK+5AngXhiAZyt6xMTE4OPP/4Yly9fRnFxMQDg448/9qnUkRKJiYno6uqC0Wik5X6YBZDhL1gZGAZjATATAQhAUnvs0KFDXmVyEmpra/Hbb79hamoKGzZswMGDB90G06enpyu25PKW8PBw7Ny5k8YxRkZGYvPmzUhISAAwLRLftgVQjKdjkW83UwvgX1UAunqPN0WdZ/P6REZG4tixY9TV7G/xB/yZ8CPuBzzXhc8Zf12YAGQw5jkztQD29fVJ6gGKJxF3kP3eu3cPjx8/hkqlwpEjRxyK2bqCTF7+RJxVDIBmUIrXvU3IWNyVZ3EnAD2JAZyPLmB/ZQG7igEkFrD5EiMpCALi4uJmZd8kBEJcKJoJQIa/YC5gBmOe420WMDDdwePatWsApovj3rlzBwUFBVi2bJlHpTBIgdumpiZERkbi8OHDtAWWp/ijXZq7WnAWi4U+n5iYQF9fHwRBgN1ul/wlj+DgYLfxj77gTYKCeDulLGBPmG8WQIKSBdCdW1yMJwLQnQCaCwvp69evAUwXRZ8NiAAUl4LxJgaSwXAFE4AMxgLAWRaw0gQnFn8HDx5EQkIC1q9fj+LiYhQUFDh0FFGCTNoZGRl+z6L0BbkF0Gq1QqPRgOM41NXVSbqQKBEbG4uPPvpIsmxoaAj19fVYvXq1Yksub0hPT4dKpXIrlpWEordu09myAA4MDODBgweYnJyESqWC2WyWFDkWH1v+19l9StZ5IwDlr72xAJaUlMBqtWJ0dBQ///wzrZ23adMmrF69WvE9drsdRqOR9jb2hLa2Nmg0mln7UUGSqcTjYTGADH/BBCCDMY8hLaYEQUBzczNSU1PpOiUBqCT+gGkLRUVFBaqrq7F+/Xq3Qoe4MIeGhmY89q6urhm/l+DMAih2AYeGhkIQBERHR2PJkiWSrgwcx9EiuxzHKZa+aW1tRVlZGZKSkpCYmOjTeGNiYjxKspG78WbqAp4tC9fo6Ch4nofJZIJaraZty8TlTcSvxSVP9Ho9kpOTJeMEvLNY+WIBrKmpQUlJCX2PVquFRqOBVqt1WveSnPP58+exevVqbN682e0YSfZ7SkqKJ6c0I4gAVKp7yQQgw1eYAGQwvOThw4eor6+XLEtLS8PevXv9fqzS0lJakuXevXv48MMPqUiRW0nE4u/QoUOIj4+XrN+1axdu3ryJu3fv4tChQy6PS0qb9PX1obq6GpmZmV6PPSgoCCMjIwgJCYFKpaIiYqaIRYHYAkisI1FRUcjJyfF6v2/DoqLkAvZH5qw/iIqKwr///W9YrVacOHEC6enpXnUDkTNTASjH097PxcXFtPxKYGAgvvjiC4+OSe4jT9vrkd7YGRkZHm0/E5TKKTELIMNfMAHIYHhJb28vgOm+uxERERgaGkJTUxPu3bvndxFIEjdIyYkbN27g448/RlRUlMRK5E78AdNJGTExMeju7kZfX5/bjGDSkio/Px+pqaleu0cPHjzo1faeoGQBJExOTtLSMORBXH/imED5a2Ll9Fdf3e+//x4ZGRkuRZO/LIB2ux39/f0O50bODwCSk5N9aoHW3NwMg8Gg2O9WKeuXrCN/yT3siwVQSfwr7a+qqgpTU1PIzs5GTU2Nx8cDvBeAZDx379512qfbm7/y5xzHYWJiwkEMz6ekJ8bChglABsNLPvnkE5w9exajo6NYvXo19u3bh8uXL6OpqQkPHjzA7t27/XYs8uUfFRWFDz/8EHl5ebhy5Qo+//xzus4T8UfYt28fTp8+jfv37+Mf//iH2+Pv27cPt27dQl5eHj755BM/nJF3OHMDEhHw6NEj2nmkra0NbW1tMz6WvywqgiA4FLCW4y4JxBPBRvorX7582eV26enpM7onSfs0s9mMwcFBAM4/D3edTTyJi5QfeyadQF68eAGVSoVNmzZ5LQDFVmVPIJa4sLAwaLVahy4gcte40mv5Onn3EKW4SWYBZPgLJgAZDC9Rq9VUBD579gwBAQE4evQoTp8+TbtU+AvxxJqQkIC9e/fi7t27uHDhAoKDg2G326n4O3z4sNtyFMHBwUhPT0dDQ4Nb1y7HcUhOTkZqaiqam5vx+vXrWct29ASlRICwsDBER0ejsbERISEhWLp0qSTuT9yNQfyaPO/r60NlZSUA/1pU3FnvlCyASutdsW/fPtTX10tiHOXn+ezZM0xOTs7oHHiexzfffONym19++QU8z+Prr7+e0TG8wVk8KKGyshJmsxlr1qzxyeLZ1taG3377DcCf3WaUssqJ9XndunVYvnz5jI/nivPnz2N8fFyyjGUBM/wFE4AMxgzQ6/X45JNPcO7cOdy7dw+HDh1CQEAATCaTX48jFwapqanYvn07nj17Rq0ygGfij7Bz5040NzejsLAQGRkZipOleLLds2cPfvnlFzx//hxLly6dlYK3nkImPTLmlStXIjs7G42NjQgPD8fGjRu92h/P81QAzqVFxZM6gO4IDw/Hhg0bXG6Tn58/q+dFBJK/cdcqD3AUhC9fvoRKpaLXhAg3k8kkCQkQBEExNICERJDsYeDPe4LExIofarUaer3e58QhV1itVmYBZMwaTAAyGDMkODgYH330ES5duoS8vDy/dL6QIxYKYtHDcRyePn0KwDvxB0xPZhs2bEBRURHy8/OxY8cOt2M4cOAArl27hry8PI+D6v2BszgwpdizmQgRMpkC3k+odrsdP/zwA/R6PYKCghRdeM6YqyQQjuNmVSjMVhayJzGQ4s+7vLwcZrMZa9eupf8nOp0O4+Pj+OWXXzw6JolZXbRoET788EMAc2vhVMKVC5hZABm+wgQgg+EDUVFR+OCDD3Djxg0MDw97ZLkxm80oLS2l5V3Elgh5EeOBgQEAQF5eHn2/xWKhywHMqAvB6tWrUV5ejpqaGuTm5tI+o86Ij4/H8uXLUVdXh1evXnnVEcSfuBKAMxEjvghAEudnMplorTxvjyu2aHprAfQEjuMwOjpKfywAzq+ZUlyaSqWCxWJxcH+S51NTUz5ndzsbt/y1Mxew3W5HSUkJVCoV1q9fT9dPTU1Bo9EgPT1d4h4n114eDkBKBMk/h7dpabPZbJJ7FGACkOE/mABkMHxk0aJF2L17Nx48eAC73Y6ioiKoVCoMDAygvb0dy5cvR1hYGGw2G2w2G6qrqzE1NeXVMXp6eiSih+d5REdHo6+vb8bj3r17N/Ly8nDv3j0cPnzY7fbEdVxaWjpnAlBuFZO7gJ0lUXiKLwKQZIOvWbMGmzZtosuPHz8+o17Aztb7Iga1Wi0mJydRXV094324guO4WSmC7C6pBPjz2lVUVMBisWDdunUO9fL0er1bC7criAB+W9jtdgeBzQQgw18wAchg+IH09HS0traisbER5eXlknW1tbWS1yR+6IsvvoBWq6WWCCUKCgpQWVmJr776CjqdDmfPnoXRaMTOnTvR1tbmkwBMTExETEwMenp60NvbK7EkKlnTeJ7HihUrUFFRgefPn9MEjNlsrSZGbAVSqgU3EwsgyfwEvBOA4+PjtPxHVlaWw3pfXcD+EoBfffWVQ0ayUlFhwujoKK5du4YtW7YgIiICV65cQW5uLnJzc1FSUoKysjJ89dVXPndMcYenMYB2ux2lpaVQq9XIzc11+x7gz9hApYcclUr1VtrtjYyMoKioCBaLxSHmlglAhr9gApDB8BMdHR3geR5HjhwBz/Ooq6tDRUUFoqKiMDAwgKNHj0KlUqG6uhpVVVW4dOkSPvvsM4kIkSOud3f79m0YjUaadUg6bfgiEsRlYb788ku324eFhQEAysrKAExPsv/9739ndGx3uLICvc0YQLvdjkuXLsFut+PAgQOKSTGeZgG7cwH7OskTK5in2Gw2mM1mTExMUGFPxjU5OUmTJ2YbdzGAxOL7+vVrWCwW5Obmuv0fqK6ulrjCnSH+f1SpVLDZbGhra5OUZhGjVNrF2Wt3fycmJtDY2IixsTEA03HG8q4kZHwsCYThK0wAMhh+gLh1s7OzaSsw8kVN3L2kePO2bdug0+lQWlqKc+fO4fPPP3daI40IlGfPnmFgYABpaWk0y5Hs32w2z9giExwcjGXLlqG+vt6jjh9VVVWS17NtHXGWBOLOheopYgHoqbAxGo0wmUxYunSp0zZgQ0NDePr0KQRBQGhoKNauXStZ76kLWNzpZC5QSkR5G5YmTyyANpsNr169glqtVgxJkL8nLi4Oy5YtozF/ACQxgMC0O1mcya/T6SAIAm7fvu23c/OE5ORkbNq0SbF1ISsEzfAXTAAyGH7g+fPn4HmexoJ1dnbi9evX4DiO1vH66aefkJ2djfXr12P9+vXgOA4lJSU4e/YsdQfLIV/2XV1diI6OlnQaIeLFFwEIADt27EBTU5NDWRglUUXOJTo6Gjqdzm03EX/iLgt4rlzA5DjOEmdUKhUmJiZo3J1Op/NIAM6GBdAXyP3lqtjzbOGuNBEATExMwGq1Yv369U6tf+L3REZG4t1333V53KqqKsl9sHfvXjQ2NtLXnnb2IM+VXjsT+0ajEU+fPsWqVauwdetWp2N01QmFwfAGJgAZDB958+YNpqamEBMTA6PRiBcvXqC+vh4cx2Hz5s1ITk6mhZTLyspQUVGBNWvWICcnBxzH4eXLlzh79iw+++wzByFH2pTpdDp89NFHknUajQYA3HadcIdarcamTZtQUFCAZ8+eOW1h1tzcTAPiN23ahEWLFvl0XG9RsgD6ykwsgO6Eps1mQ3x8PA4cOABAeaxKLmClcfmrPZ2neGIBnIuYOCULoHwMRqMRGo3GQVw7e4+nxxWfr16vV4zxnA1I7UF34ybbvY3YRMZfCyYAGQwfef78OQCgv78fp0+fBjDdJ/jgwYM0PmzdunVYt24dKioqUFJSgtLSUtTW1uLYsWPgeR7Pnz+n7mAiAhsbG9HQ0ACdTofPP//cQSQQAeiPLMVVq1ahrKwMtbW1klIahKGhIdy7d4+KsLmyBrmrAyierOfKAkiOWVlZSd3mW7ZskYyT4ziXrlt3LmDy+m3GeTmzAE5NTVGhZLVaaXa7+EGKLiu9VurTLC7SbLfbaXLTjRs3aGs90vVG/Jnn5OS4/DHgKgnEarU6jIWUtunr63MoySRu1yYuQSNv5aa0TL6OjE38mnRs6e7uxrNnzxzeR7Ztb2+HSqVCdna2T58vg8EEIIPhA11dXTCbzcjMzERKSgp+//13BAUFOS2WnJ2djaysLBQWFqKqqgq3b9/GRx99BI7jUFxcjKtXryI3NxeTk5MoLCyESqXCsWPHFF284gQRfyAuCyPGbDbjypUrEAQBK1euxJs3b/xyPG9RKgPjqxVELB68dalpNBrYbDZUVFQgKyuL1owjbcIMBoODgCATucFgADAdO9rR0YHh4WEIgoC8vDzY7XZq5Wlvb5d0fJlthoeHAUx31Xj58iWAaaFLuqUAwIULF+ZsPJ2dnZLXpPQOobi4GMXFxS73cfz4ca+OaTQaceXKFa/e4y84joPBYKD3hxI8z2P37t2Ijo6ew5Ex/opwXnyBMnszgyHj999/R0tLC7Zv346pqSm8ePECOp0OS5YsUbR2iK0cg4ODsNlsCAkJATAd0yTPHExISEBcXByWLl3qUG6lrq4Ojx49wu7du5Genu6X87ly5Qr6+vqg0+nAcRy+/vprnD17FuPj49i+fTvMZjOeP3+OQ4cOISEhwS/HdMYPP/yAiIgIHDt2DABw8uRJGI1G6PV62Gw2WCwWGsBPLGXyornOcJY97Kx0yFwyH8agUqmwaNEiaDQammU+MDCA4eFhLF26FDqdDiqVCiqVihZXVqlUtKSRWq0Gz/N0OVmnUqmgVqsly8m24nJIT58+RXV1Nb755hvo9XpcvHgRQ0ND+M9//gNg+t5QqVRu70FSzFpcCJqMV94/WaVSoby8HDzPY+3atQ6t38SxseJ9efoakCadKG0rCAI0Gg1dTn7kuSoVxWAo4JGLhlkAGQwfINaZZ8+e0WVTU1MOtf8I8mDxgIAATE5OUuuWTqfDli1b0Nvbi/r6enR3d6O7uxtlZWVQqVSIjIxEUlISkpKSaHzY6OgoBgYGJC45T11w8t6oQUFB9Bz0ej2uXLmC8fFxZGdnY+XKlXj16pVk/HOJeALWaDSwWCzQaDQIDg7G4OAgVCoVwsPDPd4fOQeDwQC9Xo+wsDC3kzV5iIWRWq2mz52JC/nz0dFRVFZWYtOmTVizZg2uXbuG3t5eWlLn9u3baGtrc5u04G9GRkZQWlqK5cuXOxRQLiwsxPDwMDZu3Eh/tMwW5D4cHh5GfHw8AgICJN1vOI5DcHAwjbP0BvJ/QlzA4jjL6upqcByHnJwc30+CwZjnMAHIYPjAJ598grt37yI5ORlRUVHQ6/UICAiQWDU85ccff0RgYCCWL19OJ2DSDq6mpgYdHR3o7+9Hf38/FWKA1F3nT6xWKwwGA1JTUyUxbsDcCUB5ZqxGo8E///lPmEwm/PLLL1i6dCl27NiBH3/8EaGhodRa6A3Hjx9HXFwc3nvvPclyIpR5nld0D3viMhbHm4nj5ch5GQwG1NfXU+tveXk5bDYbRkZG6Hq59Un+INdG/tzdQy50OY6jJYssFgs6OjokFmnilm5ra0NgYKBifJs8JlDpR4mzGEDxg5RiuXPnDjQaDX39v//9D8B0bOTQ0BBOnDjhtr6etyQnJ8/ofQzGQoO5gBmMecKPP/6IkJAQfPbZZ063sdvt6OnpQU9PDwwGA1paWgAAy5YtQ2hoqMTtJn8ud73JXXBi0frjjz/CZrMhJiYGR48epccvLS3Fy5cvceTIkRn1IHYHOT+DwYDi4mKo1WokJibCbreju7sbVqsVQUFBsFgstP+uWq2mcZDyxAVnYkCtVnuUYetM/AGeuWpdvf+vhKfXUwmlUiqCICAgIABTU1NUqOr1elgsFnpfk23lVlax5Vb+IBZa8rqxsRFmsxnZ2dl0Hzk5OS6LszMYCwDmAmYwFhKeCorExEQkJiaip6eHCsDm5mZ8/fXXfika3NDQQGPqfMk0bG5uRn19Pfbv3+/xe65fvy4J9LdYLGhtbZVsQ0QAMC34AgICEBQURLOT5QJASQwQty3Zh1I27vDwMAwGAxYtWiTp9kG2qampQXBwMJKSkiTjI+tNJhOam5sRHR2NhIQEiRi3WCwoKyvDokWLsHz5chQVFcFsNuO9996DSqVCSUkJurq68PnnnwOAxMrmKrtUaTl5v6vsVPGDhCOILYxi6yJBbpWU/6hQqVTQaDRQq9X0Md9i2fr6+jA4OOjQbYPB+DvABCCDMY/wxm1F3HVLlixBS0sLrl+/PiMXqJiRkRE8fPiQvn748CFCQ0NpwWdvigK3t7ejpaUFJpPJ40LVRqMRKpUK+/fvR0xMjOR9JBHg22+/hd1uxw8//IDU1FS/xMkNDw9LWurxPI/q6moYDAasWLECcXFxklIcgiCgpqYGISEhyMjIkLgzidgaGxtDc3MzAgMDER0dLRFT5LMj4pQktBBXMCkJ0tXVpSjEnLl/yWuyjTgekeCsvIhSqRPyd/HixbQN4F8JvV7PrH2Mvy3szmcw5gneZn+S0hyBgYFUBD5//hwbN26c0fGtVist96JWq2ns1fXr1/H5558rWsFcQQTDwMCAx0WjSdamUhyWkvXJH+7VoaEh/Pbbb07X379/3+m67u5uXL161eX+29ra0NbWpriuo6MDHR0d9PXjx48l6z3pXTsXlJeX4+uvv37bw/A7VqvVb2WUGIyFBhOADIafIAHvZrMZU1NTNE6NTDLiB0kKIAHy5LmnAtBut9MaaWq1Gnv37sXp06dRVlaGlJQUxMfHez3+vLw8TE1NYePGjXj16hU0Gg127tyJO3fu4OLFi/jHP/7hlUCNiIgAMC2wvBGAzsSlkkD2hwCcmJgAMG0NWr58Oex2O2pqamhM2+LFixEaGgpAam0rKyujFkB5nBnP8xAEAc+ePUN0dDSWLFkCnU4nqd1YUFCA+Ph4ZGRk4NmzZ+B5Hjt37sTz588xNjaGzMxM6l4WW+bErz1ZR/4WFhYCAC0zIrcmkrqG4uU8z8NoNMJoNPp8necj4vNlMP5uMAHIYPiBmpoaPHnyxOf9eFrHrrS0lD632WzgeR6HDx/GuXPncPPmTXzzzTdeubYKCwvR19eH5ORkrF27Fq9evQLHcVi8eDG2bNmCwsJCXL58GWlpaQA8swCSuoWkuLAnuBKASrFj/hCASUlJSEtLQ1NTE8rLyyXLOzo6sHz5cqSmpjq87/Xr1wgKCnJZMuTZs2e0sK9KpcK///1vANOWp4KCAoSFhSEjIwPFxcXgOA5Lly7FixcvoNFoHMqw+EphYaEk+5eIQ5KROzk5SQWsWGgLggCdTufXscwXiOv++vXrkvtOrVZj48aNiIyMfIujYzBmFyYAGQw/8Pz5c6hUKixbtkwS+K7RaKDRaKDVaiXPtVotdDqdJCj+l19+8bivb1VVFVQqFS23AUy3n9u+fTuePn2K69evS7J3XdHa2oqKigoEBQXRUihiAZCdnY2hoSHU1NSgpqYGgGcCkNRyGx8f92gc5LiuLIBy/JVhu3fvXtTW1qKmpgYcxyErKwuCIKCjo8Opi5DjOLeZr++++y6GhobQ2NiIsbExulypFdxsF39Wq9UICgqiiSViqqqqkJ+fj/379yMlJWVWxzGfID+4uru7Hda1t7fjH//4hyT0gcH4K8EEIIPhB4gLbefOnTPeh6clQ5qbmzE1NYXMzExUV1dL+sVmZmaitbUVbW1tKCkpQW5urst9jY+P4+7du+B5HkePHpVY2cSCa+fOnZiamkJzczMAz9vP8TxPXayeIAiC0yxR4lYV488SKxkZGcjIyKCvybk668fLcZzbXr3Lli0DMF3PT0kAipNqZlsAujoGsRbPtJTLQsVms0kss4TKykoUFBSgt7eXCUDGX5b5k4/PYCxg/BFH5KkAfP78OTiOw6ZNmwA4iqD9+/dDr9ejpKQEfX19Tvdjt9tx+fJl2O12HDhwAIGBgXSdkiVu3759WLJkCXieR15entNuJ2JUKpXHVk1nxyXIhSEpVzJbaDQaAM5FkTfHdyZq5a5W+TJ/4mq8iYmJWLt2Lc32/rvgTBQHBAQA+PsJYsbfCyYAGQw/4evErWThkjM8PIyRkREkJibSmn9yKxSJB+Q4Djdu3HA6id24cQOTk5PIyclxqGUHKIva/fv3Y9euXeA4Do8fP8alS5dcJggQN7WnREdHOxUhs+kCVsKdABT3IHaHM1GrVH9wtnD1AyMkJAQbN27821m7nAlzd589g/FXgLmAGQw/4C8LoDsBmJ+fDwDYtm0bXaYkQsLDw7F161bk5+fjxo0bOHLkiGT9ixcv0N3djcTERKxfv97h/a4scenp6ViyZAl+//13dHR04NSpU1i7di1yc3MdJlRPRZLJZEJBQQHNor506RLsdjvUajWmpqYgCIKiK3k23abu3KLedPlwV/x4rlzAf4euJN7g7H+OfPbe/HhhMBYaTAAyGH5iti2AVqsVXV1dCAsLQ3h4OF3ubFLPyspCa2srOjo68OrVK6xbtw4A6OuAgAB88MEHTo/nStSq1Wp88MEH6OzsxL179/Dq1Su8efMGu3btwuLFiyXbuYsXHBkZwYULF2hJDnEZErJMrVY7TMZz5QJ2JgK8EYDuLICebu8LTAA64uw6/11jIhl/L5gAZDD8wFxYAIuKiiAIgqTQs7tEhAMHDuDkyZN48eIFkpKSEBQUhNu3bysmfcyERYsW4Z///CdevnyJ169f486dO1i6dCneffddh5ZrAGA2m1FfX4+UlBSEhIRgYGAAV69ehc1mw759+xzKrRw/fhw6nQ4qlQqLFy9GQ0ODZP3btgB6KhDcxQCKLYCzdU7ejPfvgjsLILtejL8yTAAyGH7AHwJQpVK5nPzr6+uh0+kcRJIrqw7P8zh06BAuXLiAvLw8Ksjee+89l/FerlzASsfYuHEjVq9ejby8PDQ2NqKrqwvBwcEYHh6WnFN/fz/y8/NRUlICm81GrYO7d+9WrLUHTE/CU1NTMJlM9HxJvbrZtGiRGEtnxxD3EHYHuZbidnPifc9VDOBsu5kXGu5iAJkLmPFXhglABsNHTCYTLBaLz5MFmaCfPHkiKdJL+rFaLBYHkeSJCIqIiMDmzZtRWFgIi8WCNWvWSNy0rsbjDXq9Hp988gkKCwtRUVGByclJqNVqWK1WVFVVQRAElJaWguM4mEwmBAcHIyEhAVu3bqWdNuSQ9wPTrmue52E2m6HX62c9bo6cvzMrkDvBLt8WcBSAShbAwMBAjI+Po7+/HzExMTMevxwmAB1hApDxd4YJQAbDR8rKymAymSRlVGaCXq8HAFpsWQklMeKJFUo88ZPJbbbYsGEDKioqkJSUhJCQEFRXV9PkFQAIDg7Gl19+6dG+rFYrjbWLjY1FX1+f5HznQgA6EwHeCEBi4bNarZIOLUrv37NnD86cOYOysjLs27fP22E7xZvx/l1w1nmHJYEw/g4wAchg+Mjy5ctRV1dHXZQzhQibb7/9VtIhhPz99ddf0dXVJbEieWIB7O/vR1FREbRaLTiOw8uXL7Fo0SLExcW5fJ+nbsnx8XE0Njais7MTg4ODmJycBAB0dnbSws67d+8Gx3EoLS3FwMAAfv31V2RlZWHt2rUuLY0kAcRsNiMuLk4iAOcqqcGVC9hTQSXv/AFIrX7iax0SEgLA/+L20KFDPsd8/tVgSSCMvzNMADIYPhIZGQmdTufzZEEmZxJ7JmflypUoKSlBbW0tMjMzAbgvH2I2m5GXlweO43D48GHwPI/ffvsNN27cwNdff+30WK46cgDTE+Pr169RU1MjKc+i1WoRFRWFiIgI1NfXIyAgAB9++CHtqZqamoonT56gvr4eL1++xMuXL6HX6xEZGYlFixZh2bJlDrGJZJIm1hpyneeidAoAtLW14cSJExAEQZKo4c3xnVkTXXUC8fe5Ofus/864E8Qsa5rxV4YJQAbDD/grC9gV69atQ2lpKcrKyqgAdFeK5Pr167BYLNixYwcVYTt37sTjx49x7do1fPLJJ16N0Ww24+HDh2hra4MgCDQ7NzMzE0lJSfQcxsfHUV9fj6VLl9LjEnbu3Int27ejtrYWDQ0NGBoaQldXF7q6uvDixQuoVCqEhIQgPj4eWVlZMJvN6O3tpdeYiKi5EICpqakYGBigSSfk7+joKMxmM1atWuXRfjwRgIy5R/yjQuyaJzAXMOOvDBOADIYf8IcYEbudlCYjnuexaNEidHR0YHh4GOHh4S7doPn5+RgYGEBqaioVjMB0z9v29nY0NTUhPz9fUlRafjwxr1+/xosXL2C32xESEoKcnBwsW7ZMUbiOj48D+LOlltK+MzMz6bjsdjs6OjrQ3NyMnp4ejI6OYnh4GMB0zODGjRsxOjoKYG4FoLMYvN9//x0tLS3YunWrR/tJTEyEwWBwsMKJ3dmzbQFkOCLOzlaCCUDGXxkmABkMP+BPC6AzAQgAW7ZswW+//YaioiIcOHDAqQhqbW1FVVUVgoODsWfPHof1u3fvRl9fH6qqqpCUlKSYFUzOaXR0FLdu3cLIyAi0Wi3eeecdpyVbCMQt7GliDM/zSElJQUpKCl02MjKC58+fo6WlBQ8ePKDWGrEAfFsuOmfJAwDQ3NyM/v5+yT3BcRzi4+NRXV1NlwuCgMnJSTQ3N8NqtTLB9xYQWwDl4txdjU0GY6HDBCCD4Qf8YY2Sx7gpERERgeDgYHR0dMButyuKoImJCdy9exc8z+Ojjz5StNCRdadPn8bdu3fx5ZdfOog1juNgMBhw5coV2O12pKenY9euXR4lEpD+wL5kRoeFhWHfvn2wWq0oKirCmzdvwHHcnMcAKuHKdXjv3j2PxzU+Po67d+8CcIzRY4Jw9nGX6e3PHxiDg4MoKCiAzWajHXLEoQUajQZbt2792/VjZrw9mABkMOYJnghAAFizZg3y8/Px+vVrh+4Odrsdly9fht1ux/vvv+9SgAUGBmL//v24ffs2rly5gi+++EIi7iwWC65cuQJBEPD+++8jOTnZ43OJjIxEfHw8IiIiPH6PM9RqNbZv347w8HAUFBS4TJyYK1wJQEEQEBsbix07dtDX4nGS19euXUNwcDDWrl2LkpISmj3NmDtc/c/5y8JsMpnw6tUrhIWFoaurS7J/QCr09Xo9du7c6fMxGQxPYAKQwfAD/nYBuyIzMxOFhYWoqqpyKO579+5dGI1GrF692iPBlpKSglWrVqGyshIPHjzA3r176bru7m5wHIcPPvgAixYt8upcFi1a5PV73EGuz3wQgET0kaLUSuujoqJc7oPjOGi1WmRmZqKurs5BADIL4OzjygLoLwE4Pj6OiooK5Obm4v/9v/+Hu3fvorm5Gf/9738l2xkMBkmPbwZjtmECkMHwA3IBaLfbJQ+r1Uqf22w2xedjY2MA3Aee8zyPJUuWoKmpCYGBgVQoVFZWorW1FdHR0di8ebPHY9+6dSu6urrQ1NSE2tpaZGRk0HUffvghEhMTPd7XbCKvpTcfBCBpZSdmJuNi9fneDnMhAIlrn9wrzj7r6Ohon4/FYHgDE4AMhh8ICwtDf38/jh8/7tN+xDFurti8eTOamppgNpsBTFsPCgoKoNVqcfjwYa+Pe/jwYZw8eRJPnjyhBaKTk5PnjfgDHDM232ZrM1cCEPDMeicvBM2ygOceeWKRGH8LQPJ/7a70DIMxV7C7j8HwA7t374ZWq4XJZHKoGUe6enAcB5VKJVkmfnR2dqKlpcVlhikhODgY4eHhGB4eBsdxuH79OjiOw6FDh2Y0qWi1Wnz44Ye4evUqrl27BgDQ6XRe72c2WSgWQMBz8Ua2YxbAt8PbEICeZPszGHMBu/sYDD+xfft2n95vMpk8FoAAkJOTgwcPHkAQBFgsFmzbts1t3Jkr4uLisGHDBrx48QLA/CtOLI8BnCvRZDKZMDQ0hJiYGDphu2oVxnEc+vv7UVFRgezsbI+OoXQuzAI4+8xFEog8tteV6GQw5hImABmMeQKZEDwVNunp6Xjw4AEAICoqChzH0VIpYshrJUEnXxYcHIzQ0FCMjo46tW7NJXfu3EF7ezuAPwXRXBaCBoCamho8f/4chw4dQkJCAgBg2bJlSExMRFBQkMP227ZtQ2FhIQoLC9HY2IiPPvrI7TE8Ff0M/6LUo5ng7/uL3LeeZvszGLMNE4AMxltAnBxitVphs9kwNTUFAOjr64PRaJQkjpAJSl5OJDg4GOPj4xgYGMCzZ8/8OkZfavj5i6ioKExMTIDjOExNTWF0dHTO26cRa5/YYqNWqxEWFqa4fWZmJjIyMnD69GkMDQ253Dc5FyIKfvjhB7qsq6sLJ06cgNVqlZzrjh07sGLFipmfEIPiyhrH87xfrXRKMYAMxtuECUAGwwvsdjt+//139PT0AJDWeJM/J3hrRXj69KlX26tUKlq+xZXLSmlMSmOzWq148uTJW+uyIWb9+vVYv349AKC9vR23bt2a8yQQMmF7YxHleR4qlcrlJK8kYIkLv7+/H2q1GlarFQEBARKx6Ux4MrzHnQD0l0gTdxVhApAxX2ACkMHwglevXqGtrQ16vR5qtZomd8iTPpSSP+TLyTLyfGBgAB0dHUhPT0dMTAxUKhVUKhXGxsZQWloKYLq+XkZGBp1ESktLMTAwoNjKbaaYzWY8efLEb/vzF+ScxQJwLiD1+YqLi9HW1obQ0FBYLBZMTU3BbDbDYrEgNTVVUj5HPE5XyOMZjxw5Ap7n8f333yMyMhJ9fX1ITU31Ob6UoYz8nhLjzx8YSgKQxQAy3jZMADIYXkAm6vfee4+WS/EXDQ0N6OjoQFJSEpYvX46RkRHk5eXRvroA0NnZid7eXnz00UeIjIxEXV0dBgYG/DoOcZbtfEJes22uYgDr6+sBTPdEHh0dVdymt7fXQQAKguDxNRQnCpCs0fl2/f+KuMsCnk0ByCyAjLcNE4AMhhe46x3qC2TiN5vNsFqtuHjxIqxWK1JTUxEfH4+WlhZ0d3fDarXi2rVr+Oabb2bVCjbfBMjbsgBmZmaiqKgISUlJ6OjoQFBQED788EPo9XpotVqcO3cOJpPJ4X0zEYBiS5QgCOB53qFHMMN/kPjO58+fo6SkBMCf973FYvHb/8BMLYD37t1DQkICsrKy/DIOBkMME4AMhhfMpvtG3DGgtLQUVqsV27Zto1/+2dnZuHfvHi0A/fLlSyochoaGoNVqFbNSPeXmzZsICgqi+5hvAlAukuZKAEZGRgL48/NJT0+XtOxSqVSKLkQi4JwhtjAptQHkeR7/+c9/fB4/wzkxMTGIjY3F1NQUjeEln4nVavWbBZDneXqPENHZ3d0N4M8wAIvFgtbWVvT29sJsNkMQBNjtdqhUKiYAGbMCE4AMhhfIu1H4E7EA7OnpAcdxDl/869atQ1NTEwCgvLycjuO3335DYmIiDh48OKNjm81mdHZ2SiY8X0uTdHR0QKPR+M1VTsYz13UAyYRNjiuvtahSqRSFgjfiQemHxXxIwvmrw/O80zI9V65cQX9/v1+OQ2oKjoyM0CSvyspKVFZWOmyr1WoREhICtVoNtVqNsbExGAwG1iqO4XeYAGQwvMBV0LiviDsG6HQ6CIIAk8kEvV5PtxkcHKTP7XY7tFotzGYzsrOzkZSU5NOx//vf/8JkMqGtrQ2PHj3y2frx4MED8DyPr7/+2qf9EOTu99kWgLdu3YLBYKAlV5xdD1cC0N0YnVkANRoNjEbjjMfO8B1/3l/EAtjR0QGr1YolS5Y4JG49efIEoaGh+Pzzz+my+vp6PHz4EENDQ1QADg0NoaioCFFRUdi4caPfxsj4+8EEIIPhBbMZA0iEnsViwYoVK9Da2oo7d+7gww8/hFqthtFoREFBAd0+NjYW0dHRePPmDdatWycRir6MIT4+3uf9ANPXyJ/xa3NtAbRYLJicnMSrV68A/GkJlIt/tVrtVAC6cqMTd6PZbKb7nJiYgEaj8WsJEsbMIML+7Nmzbss9OftLnpMSQuT/t6WlBa2trZLjCYKAkZERfP/99w5jefjwIR4+fChZtnbtWl9PkfE3hwlABsML5K46q9UKg8GAgYEBDA8PY2xsDBMTE5icnKQxRHa7HWq1Gmaz2WVmIVleW1uL2tpaANPZpT/99BO0Wi0tFE06deTk5KCzs5OOw1+Qc3vz5g3q6uoUJzy73Y6MjAykpaVJilnLn5vNZhQWFkoKWpMHuTZKy8R/yYOMq76+HkNDQ9QaevnyZQiCgJSUFKxatYoenzzsdrvkufy1+C85jiAIGB4eBjBdeofjOIyNjQEAKioq0NjYSPdFsrAvXbokGbvFYoHVasWpU6cc4svIZzY+Po6ff/6ZLrt9+zZ9Lo4zZMw9RPCTMkDyjjriv+ShtBz4M54wMjISer0eZrPZ4Xg6nY5+R5CHzWbD8PAwwsLCoNVq6f6ysrJoVxoGY6YwAchgeAGxOj158gRPnjxRFHM8z0Oj0UCr1dIafyRJgxTxVZo0OI5DV1cXAgMDERcXh4yMDJhMJrx+/RomkwmhoaEQBAGjo6OIj49HSkoKDST3pwAUj0mtVkvGSh7Dw8Oorq5GdXW1y32ZTCZUVFR4fWz5OMRMTU1R4QsABoOB/iX1Ev2J+Fg8z2NgYICKPjI2jUaDwcFBhzELgiDp5CE/F7VajfT0dAwNDaG3txdLlixBSEgIqqurqfBgvB3I//p3333n877OnTuHiYkJHDt2zOd9MRj+gglABsMLdDodgOmYuYiICISEhCAsLAwRERGIiYlBcHCw4vtIYd/Dhw+73P/x48eRkJCAPXv20GXLly+H0WjEyZMnAQCLFy/Gvn37AChnj/oKEbWrVq1yiDHq6upCTU0NdDodpqamaLcLMg6xpdBut0uEkNg6Riyhzh7yfTmzmnIch6NHj2J4eBgPHjxAYmIiIiMjFYtty5cp/ZU/iAgmD2/48ccfERoaik8//VRx/c8//wytVoudO3eiurqa1hJcvHgxGhsb/xaFgsUtEcWWWZvNRi2o4g4sxK0ubo0otxSLH87WkeXifcj3R35YPHz40OF9SlZqV+Mg1mMGYz7BBCCD4QWkREpGRgY2b95MlxNXYHt7OwBIOoIQt/HExASGh4fduvaU4sYCAwOxY8cOBAUFoaenB7du3YLNZqMTiz/FgjOxdffuXTQ3N3u1L2duMuDPTgtkuTjr2JnFzGg0QqPRID4+HmazGb29vXj06BH9XMiESwSxq5Z8JEmDuOdcCQfyWq1WU0HibN/kuc1mw+joKC5duuRwXUhcGKn3SNz7+fn5KCkpoda/y5cvO1wH+TVx9lrp2pNlarUaJpPJrahxJWzE11scGqDRaDA1NSUZl9I9RVrdOWOuCn27guM4Wgjc3XZKr8XLd+/e7d/BMRg+wnnxD/Z2/xMZjHmA1WrFiRMnEBoaCr1ej/HxcUxNTXklwDiOQ2BgIM0MFE+iJpMJHMdJ4n3IRCgvNiyvI0escIsXL5ZYED3lxx9/lIxFo9EgPT0dWVlZaG1txYsXLxAVFYX3338fgYGBAKbjBJ89e4aoqCgcO3YM4+PjOH36tNfH9hRyzhqNBps3b0ZZWdmcWVfE19uTGok8z8NmszlNVpH3NBZ/lv7qxuLs+51YcF253JWEo1I4gLgdIklk0Ol0CAsLU2yNSB4keUbJQtva2oqhoSHk5OQgKChIYkkuLCwEz/PYsmWLw/7J9VMan7u2jeIxkv0AoC0fGYwFhEdfHMwCyGB4gVqthkqlwujoKMbGxmjNrtDQUERGRiI6Ohocx6GzsxNv3rzBypUrER0djfz8fKhUKixbtgw9PT1UtMgnKgB0EgT+tLBwHIe4uDgkJCRgyZIliI6OBs/zqKmpwZMnT6DT6WjGbUhIyIzOLTIyklrPhoeHYbVaHeL8jh49KpkMV65ciYaGBvT09ACYziJetWqVpP+xkvtV7HJVek3+ksn3wYMH6OrqwnfffYfXr1+jrKwMT58+pW7Zbdu2IT8/H9nZ2VizZg0dn3is8on95cuXKC8vx7Fjxxxq+znj+PHjSEtLw969e2d0jcX88ssvtExOR0cHbt68iS1btiA7OxsnT56E3W7HN9984/NxfIEk9VgsFvoApG5T8V9BEHDnzh2EhIRgzZo1Du5VJSui0nqj0Uj/L8QCn9yfAQEBkpJIzsIFxNnUgiBApVJJzkHpfc6sm662IVZPpaSmwMBAHDlyxNePgsHwO387AVhTU4OioiLFX9bOfi2TCfjbb7+d5dExFgKCILgsuvzs2TO8efMGwHQGaWpqKoqLi6FWq7Ft2zaX+z5+/DhSUlJojJ87iJjZsmUL0tPTvTgLR44ePQpgOvP46tWryM3NxeLFi/HgwQMMDQ0BmC4YLS83I36tVquxdetWn8ahBBHEarUaubm5WPf/2zvztyau/Y+/syeACBgqq4rK5r5UXFoX3Fo39CK11Nrb2z739o+yXtveugAqaJVa3AuKCwVRUFBBIMiesAQSQgiT7w98z+lkMllJIMp5PQ8PWSYzJ5OZOe/5rGvX4sGDB1ScklItQ0NDePfunZMLE3CM7wJAi/w2NDRAo9E4vCfm9iRj6Ovro3USiaDgb4PEswmFgFQqxfj4uIO1FwDOnTtHLcjV1dWoq6vD6Ogo7HY7zSAm6xYTIASr1UrjFsXe539eeP3z1hPkrVtWr9fj5s2bXq3THaQ9m5DR0VGfkouChXB/CK2PRMCWlpbiwIEDMzhSBsOZWScAy8vLIZVKoVarPcbS8F+fqivGFUNDQygsLKTP+e4fYLIP6datW4OybYZ/kPgtV2RkZMBisUClUjkUe/V2kvWlyHQwClPz3Y8vX77EwMAA1Go1LBYLfvvtN+zatYsG7g8ODkKn0wWkBqEvSKVSbN26lY6RFE3W6XTQ6XRer4d83heGh4e9cjsLXaok+UXYYYW0/QIm4wb5z4n1Sqy0CP/xyMgI/bxSqYRGoxEVI319fZBKpYiNjXXYPhH4MpkMCQkJ1BpLLLByuRxdXV3Q6/VYvXo1zXDnj4P8VVZWQi6XUxet2DL8sQvHWVNTg+7ubmzdupVauskyAFBUVISEhARs27bN6drMf/7kyRO8fv0a+fn5UKvVkEqlOH36NJYuXYodO3YEzK3b19eHkpISrF+/HuvXr3d6/8cff5wVCT2M949ZJwAlEgm0Wq3L9j/TjUqlQnJyMiQSCQwGA0wmExYsWABg0hLT0NDABGCI4alIr1ardXIR+nID4ctkQSYxUg6GEB8f77crmAjAtrY29Pb2IjIyEnl5eSgvL0dTUxMuXbrkNIZgH6Ou9p9CoQAA7NmzBzdv3sTChQuxZMkSB8HgKkZMLGZMGAtGXuc4jsY2Llq0CLt378ajR49QX1+Pr7/+GuHh4bRrQ3Z2NlJTU53GSjK8ieWY7+YdHBxEUVERVqxYgY0bN+Ls2bOw2Wz49ttvvdo/P//8MxWWo6OjmJiYQGpqKjZt2uRQjPuXX36BTCbD4cOHwXEcKisr8fLlS7ovIiMjsW/fPtFtPHr0CHq9Hunp6aKJTDabDb///ju9QWptbUVmZqbLJBOhlXVsbIyWwwkPD0dmZqbL7yuTyRAZGel2n5DwAKVS6bAPiDU2UJBj0N01YaaTWRgMMWadACRumFBBrVbTC255eTkaGxuxY8cOqNVqXLt2DZ2dnTM8QoaQYHdp8MWaRyYyfvFoYLJn8IYNG/zaPhGgRPwdO3YMUqkUO3fuRFpaGjo7O6mFSKFQIDU1NaAdP3xBKAxjYmKm7AoXQ/ib8AWmL4JdLBMZcO4y4msGLBGtX3/9Nerq6lBTU4PGxkY0NjYiLCwMkZGRiIqKooWGr1y5gt7eXhqjdvDgQSdhL4SM0dX18969e+ju7kZ0dDQ4jvPZGksgCR7u8FdQrVmzZkotE8UgAtDdccD6OjNCkVknAPlBwKGG0J0XLLczY2rIZDKfXToSiQQWiwWPHj1yKB/Dh9QdE2b7ehoLMGnx41tMptLOjcRWqdVqKv4ISUlJAZ9AvcFdeAYQfAuLmMVI2BXGE+5CTsj6xYRCU1MT/vrrL4d4QuHf+Pg4FSIrV67EypUrodPpUFtbi/7+fnR3d9NEHbvdjp6eHsyZMwerVq3C8uXLvRq/OwHIcRxaW1uh0WioO9lfOI7D7du3YTKZsHLlSpfL+EMweud6sgCGQjkbBkOMWSkAQ6nHptlsRnFxMSQSCa0FJoz7YYQW/hxD8+bNQ0dHB969e+dyGdIn1JeyJnwXcFJSEtauXevTuITcunWLdr5Ys2ZNyJS/cHUuuBNOwYJfrgX4WwBGR0cjLi4O0dHRop8LCwujnWAA5zI+gLMFsKurC3fu3IFEIoFCoRDNGJdIJLT9HZ8FCxbQcBJg8saiqKgIHMf5ldBGBKDYsV9dXU0LOZNtk6xYYdwi+e/ur62tDS9fvnQpAENJUJH94u5GIJTGy2AQZp0AJAVQfeHJkyd49+4dcnNzAz4eu/3vHqfkP7nDDpXJl+GITCYT7eXpjv3793tcZsuWLSguLqZFjb2BuF5lMhmqqqrQ19eH3bt3+3zscByH0tJSdHV1Yc6cORgeHqYWrpcvX+LFixc4evRoyB2T/AQL/vNg4koAarVat51evv76a4fnfAFIRAQ/S9dut1Or3f79+5GYmOhy3TqdzuNvI2bRFY7P3ToyMjKQlpYm2hHFZrNBqVTCarUiPT0d27dvdzsWT/zyyy8uPTWhZlETHgdCSAwpgxFqzDoBqFAoYDKZfPpMd3c37f0ZaMLDw2mgd3V1Nb2TBpgFMFSRy+VByerTarW0/p23EPfTsmXL0NXVhdbWVhQVFSE3N9fruDyO41BcXIz+/n4kJiZi+fLluHHjBsxmMwoLCzE0NAS5XA6j0eixi0mwmGkXMB+yLV9dwELEXMBkXfwEFuGyYvAtfe5wl63tKZPbXSu8zZs3Qy6X4+nTp1ixYoVXY3HH/v376bEtRigJQIJQ5BmNRjx//tyhvBCDEUrMSgEYqiejsK9rqFlbGJME+xjyxVpAJkmO45Cbm0sTic6ePYucnByPBY5tNhsuXLiA4eFhLF26FDt37qSB+6S23uLFi7Fjxw6fe+FOB66E03Ru21/rjpgLWGgBnKrInE5IKZ5AnBv8MjVizMQ1vLGxEY8fP3b5fmtrK4qLi5GSkgK5XI5Xr17RYtWkcw6DEUqE3hU9yCiVSp8vHsGcVCwWCx4+fAi73U4vFjMxmTG8h7SwCgbLli1DRESE18sTKx85ZrZt24b58+ejvLwcxcXF2LhxI7q6utDT00NbfykUCsybNw/r16/H3bt3MTIygmXLluHTTz+l6yX16nJycqDVagP7JQOI0AU8HbhyAfuK2PkttP7PRIwj6QJDfneLxQK9Xo+4uDiX7t+mpia8evUKarUaMTExQR/jTAjA5uZmjI2NiZ6fpBi4Xq+nyVzA5O+Xn5/v0znNYEwXs04AeiOqKioq0NzcPC2dP8bGxpyajZPYFyYAQ5NgljzxVP5CiNBqDADp6emIiYlBSUkJHj16BGDSvafVamG32zEyMoLOzk5aYmjlypUO252YmKAdLaa7wLMrPCWBzIQLmFi8AmEBFK6bvOetyKytrYXFYnGZYU5oaWkBAKSkpLhc5vr167TNIdn2xMQEDh48iISEBIdl79y5g6amJgCT1ui8vLygey5mKgaQbPP48eOi71utVgwPD2N8fBw2mw2vXr1Cc3MzBgYGmABkhCRMAIpgNpsdgvyDecGZM2cO/v3vf0MqlaK5uRm3b9+m22YCMDQhE6PNZpt2t2hDQwM6Ozud+pR2dnbixo0bNIuSf/weOnQI8fHxDusZHh7Gb7/9BpPJ5FQyhj+BX758GcePH/d6Uv/tt9/Q09MDmUyG77//3t+v6YSnGMDpipsNCwtDVFQU7t+/T4XP06dP3QoqV3hjAUxKSkJWVhbmz5/vdl0NDQ1eCcD79+8DcC8ACXwBKJPJRG98enp6AADLly/HmjVrps3VORMCkGQ0u0KpVDqEXMydOxfNzc24f/8+vvrqq+kYIoPhE0wAerGM0WgM2l0tf70qlQoAnAQgx3EsHjCEIBPhH3/8QVv3cRyHzz//POgFkRsaGhxcTASz2YzW1lan1zdt2uQk/oDJG4+jR4/izJkzKC8vdxAE5LhLSEhAZ2cnysrKXHaHEDI4OAiJRDKlOoS+MN0WQLPZjBcvXji8NjQ05Ne6PFkAASAiIgJr1qzxal3e4m5fEQEqk8mQm5sLjuPw9u1bVFZWoru722U4gKce17OROXPmICYmxu/jg8EINrNOAHoDuZjq9XrcuHEDIyMjWLJkicMyZWVl6Ovrw4kTJzyu78yZM5g3b57HSVQoAPnxP0wAhg5E5PG7tJBabMEWgGKliE6ePImkpCRaasZgMODSpUuIjY3FqlWrXK5LrVZj1apVqK2txdOnT51qCC5atAg2mw3t7e149uwZVq9e7XF8drsdGo3Gq7I3gUCsfl6wSE1NxZs3b/DJJ58gJSVlytYuTxZAXzuBeLO8u+VsNht++ukn+v7//vc/h/crKyvR39+Pbdu20dfUajXtQzxdzFRZFX9uMmQyGSsBwwhZZp0A9GaCIJl3xcXFACZjqoS9Tk0mk9f1BC0WC0ZHRz0uR+KtxCyAjNCBuFlzcnI8uuamC/4xcvfuXQDArl27PH7u448/xosXL1BTU4PVq1c7tDgDgIMHD+Ls2bN4/Pgx4uPj8dFHHwV+8F4QCmVgSBHn2NjYgLg6xcSYv0I2EMKXlCuZO3cuEhMTYbfbaQeb7u5umM1m0SLlMxGqEsjf+927d/j999+hVquhUqkc+kCvXr2a3vz7KwAZjFBl1glAd5CLLznRFy5ciMzMTKhUKnR2dmJ8fJwG+I6OjoLjOK/iwOx2u1exYsQCqNfr8fr1axiNRgDAmzdvoFKp6J2vsA0Uv86Uq1ZR/D+JROJ3n1jG3/vYG6vsu3fv8ODBA+zatctjNm1NTQ3q6+tx4sQJnyy+EomEJgl0dXXRen6RkZEePyuVSpGVlYUHDx6gsrLSIROYHLc5OTm4ePEirl27hhMnTri1cpLja6qcOnUKaWlp1NrkKhxiqpm4vhCokiwGgwHPnj1zapnGF4T+CEBvBYqr5ci+jIuLczgOCCdPnnTpsp5OvI3j9uamG5jsH63RaGCz2WAymRyuq3fu3MHExASkUilGR0fp696en6FcdozBmHUCMDk5Ga2trTh58qTHZdva2tDW1uZ2mdOnT0Oj0dBJUdiqiVyYDQYDSkpK6MWAf1Egj8kFq6urC11dXfT9Bw8eAJi8mASqjzETgP5DMm7dFaolGI1GDA0NwWQyeRSA4+PjsFgsGBgY8Fi/Twi5ebl37x4AIDs72+vPLl++HDU1NWhoaEBWVpaTVS06Ohrbtm3Dn3/+iStXruCLL75wO47R0VFcv34dgGPrL/JfWEhbbBmO42hrRHeI1c8LFmTdHR0donGVnhgeHsatW7fQ19fnchlfvofVaoVcLney2gKT15Dw8HCnmwCpVOryGsJvKyiEJHsEO8TBWzyJqvPnz9NjzJNYCwsLwzfffOP0ektLC27evEnPKcKpU6egVCoRERGBqKgoRERE0I5O5G/58uWYP39+SNbOZDAIs+7oTEtLQ3l5OVQqFRISEpz6VJKLKZnc5XK5w59CoYBcLodMJsPg4CDa2trQ399Pu4uICTy5XI7x8XGX3UT421+4cCFSUlIglUrx5s0btLe3Y/PmzdQCKBwn/+JPHvNfFz4XmywYvkF+a29KO/jixifFb3t6enwSgEQwtbS0YHh4GIsXL/bZRblt2zaUlZXh3r17WLZsmdP76enp6OjoQFNTE8rLyx3iwPgoFAqMjo6ivb3dp+2LYTQaacIFCaRvbm6GWq2mE6vFYkFERITPrfnE4DgOZrPZqdetsNSO0WhESUkJ1q1bh+joaIdsbGIhIoyNjaG/vx9v376lbd3i4+Oxbds2VFRUOMSRkjGQbXoSOYWFhbBarUhLS6N16KqqqmhG8Pr167F+/XqHz8ydOxcdHR2ingvyPY1GI/r6+hyKMfPLCVVWVmJiYgIcx/nUtzpQeGPt5DgOERERyMrK8lu0pqSkIDc3F4ODg9TqPzg4CL1ej8HBQQwODtLarULmzp2L+fPnY926dVi4cKFf22cwgs2sE4BEAMXExGDPnj1TWteCBQvcBtlPFYPBgPb2diQnJ89YCy6GM0NDQ9SS5QlfCvmSzFlf2w4SAfjgwQNIJBKX4swdCxcuxNy5c9Ha2uqyRMiOHTvQ29uLxsZGJCQkYOnSpU7LTExMICIiwmWttL6+PpSUlDiJk/r6ejx+/NjBMmgwGKj1m0DiG4U0NDQA8L17Tk9PD01uEHPtiokNUv6lrKzMp21FR0cjOzubWoKFY/XVBbx8+XI8e/aMfndgsiSNXC5HamoqMjIynD6TlJSEjo4OdHR0iAqTrVu3oqKiAv39/Q4CkAjsxsZGp89Mt1WQ4zgYjUb8/PPPDq8LvSphYWGix6gvaLVat5b706dPQ6VSIScnh5bKITGEADBv3jyfrfkMxnQx6wQgMHlx6OnpwdmzZ+lz4ftij8Wee7OMN58Re50lf4QmvhR29SVGjVjt/HHzm81mjI2NITMz0+8JeefOnSgpKaG14oTjkEqlOHLkCM6ePYu7d+8iNjaWJkZ4y+DgIIDJEhnApAC7desWTCYT5HI5NmzYAK1WiydPnsBgMGDDhg2IiYlBXV0dOjs78cknn9DYW7713mg0oqGhwadz5sWLF1RgRkZGIjo6GnPmzKGdXsbGxtDY2AitVktdvlKpFCaTCZ2dnUhISIBGo3HyIjx79gwqlQqZmZmQy+WIiopCYmKi0+8iJlaFXUbcsW7dOqxbtw79/f24fv06TCYT9uzZ47bGH0laMhgMTgKQWAbFsFqtUCgUyM3NhUwmox6RkpKSaS9zQjJrhfuT/xtoNBosX7486GMhXhVyPDMY7xOzUgCSO23hxU541813oYqtw9VnvF3G07ISiQSZmZnM+hdiTExMeC18yCQVqNhNV+Mhlrep1GOLjY3Fxo0bab9T4urmo1arsW/fPly7dg0lJSXIz8/3qVsIyZwnhaiJWzQjIwOffvopFT6xsbH49ddf0djYiK+++gptbW3o7OxEamqqy4LEDQ0NXgfcj4yMoLKyknavEJvAzWYzGhsbMX/+fJ86tNTV1UGtVnuMsxXLEPUnljEmJgbh4eEwm80eCzyT0BaxG5LS0lKX1ipyHRQe9zNRnkoqlUKtVru0Mk8XQ0NDmJiYgNVqpVZhjuMwMTEBm83mEBMo/CO1Q8ljV0YHT8YEflz4ypUrsXjx4mB9XcYHyKwUgMBkHM7BgwdnehjTCrno2Gw2akHxFl8z2cgFMDw8PGTaiQUSuVwOq9XqkBlO/vjPSYxQS0sLTCYTfd1VhjYwWV+wtLSUTg78CYP/J7yJMZlMOHXqlN+da2QymYMwePXqFd68eeN0I0Tc31arFb/++isVZHa7HVarFVarFadPn6av8f8TC111dTWASYG8du1aJCcn09ZqZPmEhAR0dHSgpaWFuiBJjB5xs3njYifv8f8/evQIdrsdO3fuhEKhgMVicVqOiFWSmEPe42eJ8p+TfUN+F37HFvKd+I9J0ldLSwttvzc6OooXL17Q2Dph0WlXjIyMwG634/nz53RMwvGRGEcA0Ol0NKuVH7dIKg+8ePECOp2OrmN0dBQTExMoLS11+J5DQ0PgOA5Xrlxx+V351RVc7QvhcSL2GnlMjoXq6mqnGMfp5OHDhzRZ6c6dOwFbr7fXZeEx19vbi7i4uGnrxsJ4/5H4MFF8MLnsJ0+eRGRkJDQajdPkKzYhe3qsUqloxqK3ZRLc7Xf+ezKZjAoG/nve3jGGAiR5RqlUQq1WIyIiAgqFAgMDAw53v64EkS+/B/8/ESkEqVTqJHzduef5woesazrd8nzB5SqhB5gURTKZjBajBv5uWSa2PrHndrsdHR0d0Gg01KoRGRlJ3W3C32ViYsKhDqZGo4FMJoNMJoPdbncaM/kbGhrC+Pg4lEol7Ha7X5ZRfwUugXRvcYVQCAdim+8TnvaP2PKuLJdiXg7+Y0/eEFfLkeLTGRkZfsW8BoK+vj709fVRSy45J/kucrEEQv6Ny1S4ffs2mpub8cMPP+Dhw4eoq6tDfn6+V+WfGB88Xt1FzEoLoFwuh9FohNFodHsBcvWY/99ms8FsNtPgXz5C97GrOztXF83R0VE6EYtl+rrL+OUXM+UvQ4TCq1evqIvZW7y5MyXZqHxrTlhYGKxWK4aGhjA0NERLSrjbR95MFsL9IHxteHgYcrkc4eHhACZdNjKZzGF/uptsiPVjeHgYFosFMTExUCqV6O7uxpw5c5CYmEgzwsmf2IW/vr4e7e3tiI6Oxv79+6FQKJwsWMCk1fT06dNIT0/H9u3bPf8g/w+pzzYxMQGtVgu9Xo+0tDRkZWV5vQ6O43Dq1CkkJSXh448/xvnz5yGTyVyWfCHdRhYsWACdTgeLxYK9e/d6zHi8evUquru78a9//QvAZGzZ27dvYTQaRd2SRIx0dHSgv7+ffr+FCxfSGzgA6O3txfj4OOx2O0wmEyQSCbWEmEwmyGQyLFmyBAaDAQaDAQsWLEB4eDg9D9LS0ugxYLVa0dHRgYSEBERERGBkZARNTU2Ii4tDfHy80/nW3NwMg8GAjRs3AgCqqqqgVCpp5xT+uct//ubNG/T29uKTTz6BQqHAvXv3oNFosG3bNtTW1qKnpweff/65x99ubGwMDx48gNVqhVarRVZWFhQKhdO1gNSyu3LlCjIyMrBp0yaH93788UfExsbiyJEjHrc505w8eRIymQyNjY0wm81e7adAExsb65AoM93wrd9EhLqK4WQwxJh1ApC44dRqNfLz86ecwfbkyRPU1tYiJycHMTExARrlJH/88Qd0Oh3y8/MDul5g0gVks9mwZcuWgK2T4zgUFRXBbDYjLi4OcXFxqK2tRXZ2NubPn4/i4mL09/fj+++/x+nTpxEVFYW8vLyAbV/IyZMnsWDBAuzevRsA8N///heRkZFu69iJce/ePbx+/Rq5ubmQSqU4efIktFqt15aH5ORklJWVoa2tDRUVFS4nK3+6QNTU1NDPZmVlITk5GZcuXfJpHULmzJmD5ORktLe34927d0hKSnK57Lx587B69WqUlpairKwMGzZscGopx0dY3kSpVIpmqwq5f/8++vv7kZycDL1ej1WrVtHEDCJe+RAhSIiIiMCOHTvw7NkzGAwGrFq1CgkJCWhpaYFUKnXo9KPX6zE8PIxVq1ZBq9Wit7cXTU1NSExMFHU5DgwMwGAwYOXKlZBKpaipqXEQgK4wGAzo7e2lcY3379+HQqHAwoUL0dTUhJ6eHixYsMDjvgGAJUuW4Nq1a+ju7kZ5eTlyc3NFQy/47kGxJIr3JfFMKpUiKioKcrkcOp0OJSUlOHz48KxqmSkmAKejIDrjw2H2nC3/T0dHB4DJuJ5A3i0Fwz0UzItZoHtUchyHCxcuwGg0IjMz00EQk8xP4h4kFpTpcKkJ3en+uBz5tdkIvh47n332GT766CPodDqUl5eLLkPW6U37KLPZjKKiIvz1119QqVT4xz/+gTVr1vg0Jj7CgsrZ2dmQSCQoKyvz2Os1Pj6eJoNUVVWhoqLC5bL79u3DDz/84Pc4CfzflYw9KioKK1asgFQqhVwuR0ZGBtLT0yGTyWiIhjBmUOwY1Gq1yMnJoeU/PIlpss4HDx7g/v37NJ7PE3xLM3kuzAL29hyVSqXIycnBihUrMDIygnPnzkGv17scq9h58D4JQMLhw4exaNEi9PX1oaioaFZZwPj1KaezIw7jw2HWWQD5tduuXbuGY8eO+b0ujuPo5EhKPwiDrt099tS2jQRkX7hwAYD32WGelpPL5RgdHYXNZsPTp08hk8mQlJTktwWT4zhcunQJQ0NDyMjIoNYUImTELFszMdnI5XKMjIzgt99+82p5Ml6SAHD79m1qVRkcHMTTp0+dflMSFiD2+0ZFRWFgYACNjY2Qy+VO1ldvOxe8ePEClZWVsNvtWLJkCbKzs0XDD6aCWq3G7t27cfPmTVy8eBHHjx93ay0ntf8uXryIhoYGqFQqURe0vzc1nr6PRCKhxXmByWOOX7OOhAEIRZdcLofJZMLAwACio6NF182PXRWDxFry6/F50ylEOGm7EoC+7LMtW7ZAq9Xizz//RElJCbZv3460tDSnbYoJpfdJAPLHunfvXlRUVKChoQHnz5/HF1988UEmngnhW/2YC5jhD7NOAJIThcQSPXnyxKdYKUJVVRWePXtGL0KkDIA/uIoBFGbmuVre19fGxsbohaKqqoq+N2/ePBw+fNin9kUcx6GkpAQDAwNITU11cIsKrRjCYHHy+O3btw4Ffl0lELhKhOA/3rhxo8PkyxfAWq0WOp0O3d3dPgkkso7m5mb62vDwsMO+85X6+nqoVCoHl6InC6DVakVpaSn6+vqgUCiwZ88et+5Zf+Dvr5SUFGzZsgWVlZW4ePEi8vPz3YoRuVyOvLw8FBYWora2FnV1dZDL5fj222+nPC5Pv9c333wDq9VKx8cPti8oKHCyABLRdfToUbx69cql+AMmuzr885//dPn+6tWrkZ6e7iCevMnEFJ4f/HNCeA3whbS0NERHR+Pq1au4d+8e9Hq9081GV1cXiouLHbKFbTYbhoaGUFhYCKlUisWLF89olq07hB6ErVu3IiwsDNXV1SgoKEBeXp7XtTrfV8gxwheA74uAZ4QGs04AkpMmNTUVJpMJtbW1WLx4scc+rQSLxYLLly/DaDRCqVQiOjqaBmtrtVqnoOupuHHv3r2LN2/e4Lvvvgu4O/jixYvo7+/HoUOHYLPZ8Pz5c3R0dKCkpMTrGDmO43D58mUYDAZqieLjzo3Fv4Pv7OzExMQEtaS4spoKy0mIZQcPDw+7FIBJSUnQ6XTYuHGjx/gsPuR3+P777zE2NoZz584hMjIS27dvp8LTZrOhtrYW7e3tWLt2LTQajVPQf0VFBaKjo3H48GEUFhaiuroaEokE69atA/C3ABT7rZuamnDv3j1wHIekpCTs3bt3WvqMrlixAsPDw6irq8Ply5eRm5vrdnm5XI4vvvgCBQUFsFgsAesSQfahWBY8MGmxdGX1kUqlMJvN+Omnn+gxdOfOHaxbtw5r16716VhwhT8WJzG3XSAEIDCZoHD8+HEUFxejvr4eer0eBw8ehFQqRXh4OEwmE/R6vUNCCymATeKk6+rqQlYAAs7HwPr166HRaHD//n0UFhbiyJEjH3QXDr4FkLmAGf4w6wQgP9bp0KFDKCoqQmlpKb755huPIstkMqGwsBA2mw3p6enYunUrnj59ip6eHmg0moDXX+Lf1QVaAJJsYCKWkpOTaVkBb+prkdpfer0eixcvxq5du5yWEbMA8t8Tvr5///6A37XzJ4mMjAw8efIEjx8/hlQqdemmi4iIcJjQye9QUFBArZhGoxG///67aLzX06dPXY5HLpdDqVTiyy+/REFBAf766y9IJBKsXbuW7g++BdBms+GPP/5AZ2cnZDKZx04PwWDz5s0YGRlBS0sLbty4gb1797q1yCmVSuTl5eHMmTNe31h5iz+u7czMTAd3sFqtRl9fH3Q6nduElWDDt+DwnwO+xwCKQRLdrl+/jo6ODpw5cwZLly5Feno66urqAADfffed6GfPnz9PraahiCt39bJly6DRaHDr1i0UFxdj//79SExMnIERBh8xFzATgAxfmHUCkC+qoqKisGHDBlRVVeHmzZv47LPP3H72ypUrsNls2LFjB42rCQsLo/WdAg2ZEMQat0+VpKQkp3VmZ2ejo6MDNTU1WL16tdttXr16FX19fVi0aBHNshXiLgaQLwCnau1wB1+cyeVyHDt2DBcuXMDDhw9dfmbZsmX49NNP6XMyPqvVCplMRsWhSqWCUqmk4j88PBxhYWHUqsL/vEQiQXl5OS2Po1QqkZ+fj4KCAlRVVUEikdCSEmTy1+l0uHXrFmw2G+bPn499+/YFve+qq+SFPXv2oKSkBK2traisrPSYuUv2g1g3kUCMz5cEorVr1zoJvR9//HHKcZJTxZ0LOBACkKznwIEDNGSlvr6evufOOkZa4oUq7pLIUlJScPDgQZSWlqK0tBQ7d+6cck/gUIRv9WMCkOEPoXuGBwnhhXXt2rV4+/Yt2tra0NzcjCVLloh+rqWlBSMjI0hNTXUIqs7MzPSplp4vBPOkFmtTJZVKsWbNGjx69Ag6nc5lW6GrV6/SEhV79+51uQ1PFkBh0kOwBSAwad376quv8PLlS5cTiKvSG8ePH59ScDlJ3CAolUocO3YMRUVFePLkCT2uJBIJbt686VCiJFjHmC8cPnwYBQUFqK+v98oiLZfLMTAwgGvXrlH3osFgAMdxbmPqgElrO7+7gjAONhCEogAU3hQF6tzfsGEDNmzYgMHBQVoM3V3cY6h3SfJURSA+Ph65ubkoKSnBnTt3YLFYsGLFimkcYfDhC0Ai1pkAZPjCrBOAYsGyBw4coA3uExMTRSd5Um+NXy8s2GzZsiWgdfq8gfT6JG2qhJSWlqKrqwuJiYkei6+KTXD896bbAkhQq9U07s4bAjU+MbeVWq3GsWPHUFhYiNevXwOYTMyZmJhATEwM9u/f71dogdlsxps3b3z+nDu3n1QqRV5eHs6fP4/nz597XNfu3btx+/ZtdHZ2OrzujWXJYrHQPsGAf5Y/d5CM7ZlE7LgKtAVQyIfSV9ybMlIxMTH48ssvcfHiRVRWVsJsNvuV8BeqMBcwY6rMOgEodmFVq9XYuXMnbt68iWvXrokWJx4ZGUFYWFhIu0UCgbsLCYklio+Px4EDB7xel1ibKH5G8HRaAP0hUBl2JFlEiFqtxpdffolz587RHspZWVl+1fUjdRbfvXvnEPfmLQaDwe37SqUSR48eRUFBAe1T7IqkpCSnDOCSkhKP2wAm3ZP/+c9/6HNScJ0QiN91pgWgmIWcHB/BvCn6EPC2jigpT1RUVITa2lqMjo761GUnlOFflxQKBX3MYHjLh61mRHA1maekpCAlJQUtLS2iSRAcx0GlUk3bOGcKVwKwrKwM7e3tiIuLw6FDh7xalzAzje825BeiJpNdW1sbrbnnL9HR0Q4FfAMhFNzVTvMFd+NRq9XYvHkzKioqfM5SFkIyhb2pRcfn7t27XtWCjIiIwO7du3Hjxg2fJ5zs7GyHNoEzSagJQG/fY/hWs5DE2xYXF+PVq1cwm83Yt29fkEcYfPjXV41GQx8zGN4yawWg2ES8a9cunDlzBtXV1Vi0aNEHXULAFcTCyb+43rp1C21tbfjoo498ig3yZAEUUl1d7deY+cTFxSEnJ4c+JyVkXG3TGwIZkO9OkKpUKkgkErS3t0+5NElYWBhSU1N9+szdu3e9TjIh9Qd9zRSNioryyw0pFGsfqgVwOqziHwK+3tyRGpVXr15Fe3s7iouLceTIkfe6dRxzATOmyqwTgO7qJZGMuUuXLqG0tBQnTpxwuEBMR+uymUYYTFxeXo63b9/S9li+XDBdxQCS3pVkf1osFgCT5UamWsGfH9gulUrR3d2NU6dOYcWKFX7HUwaqxhY/7lEMMql1dnbi0aNH2LRpk9/bCkYMIB9ynExXqZBgiLVQE4BiWcBsQhfHH+u+VCrF4cOHaYJVUVER8vLy3tuwHjEByG4YGL4gmQ2ihsFgMBgMBoPxN++v/ZvBYDAYDAaD4RdMADIYDAaDwWDMMpgAZDAYDAaDwZhlMAHIYDAYDAaDMctgApDBYDAYDAZjlsEEIIPBYDAYDMYsgwlABoPBYDAYjFkGE4AMBoPBYDAYswwmABkMBoPBYDBmGf8H6DK0S44vW20AAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Optionally zoom in to a bounding box around the route (north, south, east, west)\n", "bbox = (40.1170, 40.1050, -88.2150, -88.2350) # north, south, east, west\n", "\n", "# Re-plot the same route, but restricted to the specified bounding box\n", "fig, ax = ox.plot_graph_route(\n", " G_walk_uiuc,\n", " route_iu_siebel,\n", " route_linewidth=3,\n", " node_size=0,\n", " bgcolor='white',\n", " bbox = bbox\n", ")" ] }, { "cell_type": "markdown", "id": "77f45305", "metadata": {}, "source": [ "## 3. Driving Routes: Shortest Time vs. Shortest Distance\n", "\n", "We will compare:\n", "\n", "- Shortest distance\n", "- Shortest travel time (after adding speed data)\n", "\n", "Example:\n", "\n", "- Origin: Illini Union \n", "- Destination: Market Place Shopping Center (north Champaign)" ] }, { "cell_type": "markdown", "id": "923486b7-abdc-4f72-bd11-d8ecc40fa890", "metadata": {}, "source": [ "#### Prepare nodes" ] }, { "cell_type": "code", "execution_count": 10, "id": "d448550b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(38065246, 10315407942)" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Define origin and destination location strings\n", "origin_str = 'Illini Union, Urbana, Illinois, USA'\n", "dest_str = 'Market Place Shopping Center, Champaign, Illinois, USA'\n", "\n", "# Geocode origin and destination into coordinates\n", "origin_pt = ox.geocode(origin_str)\n", "dest_pt = ox.geocode(dest_str)\n", "\n", "# Unpack latitude and longitude\n", "lat_o, lon_o = origin_pt\n", "lat_d, lon_d = dest_pt\n", "\n", "# Find nearest nodes in the driving network to origin and destination\n", "origin_node = ox.distance.nearest_nodes(G_drive, X=lon_o, Y=lat_o)\n", "dest_node = ox.distance.nearest_nodes(G_drive, X=lon_d, Y=lat_d)\n", "\n", "# Show node IDs for origin and destination in G_drive\n", "origin_node, dest_node" ] }, { "cell_type": "markdown", "id": "77303d7b", "metadata": {}, "source": [ "#### Add Speeds and Travel Times" ] }, { "cell_type": "code", "execution_count": 11, "id": "77c694db", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(37945125,\n", " 38011734,\n", " {'osmid': 143324749,\n", " 'lanes': '2',\n", " 'name': 'South Race Street',\n", " 'highway': 'tertiary',\n", " 'oneway': False,\n", " 'reversed': False,\n", " 'length': 146.974,\n", " 'speed_kph': 47.8,\n", " 'travel_time': 11.1})" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Add edge speeds to the driving network\n", "# OSMnx estimates speed_kph where it is missing, based on highway type\n", "G_drive = ox.add_edge_speeds(G_drive)\n", "\n", "# Add travel_time (seconds) to each edge, based on length and speed_kph\n", "G_drive = ox.add_edge_travel_times(G_drive)\n", "\n", "# Inspect attributes of one edge to see length, speed, and travel_time\n", "list(G_drive.edges(data=True))[0]" ] }, { "cell_type": "markdown", "id": "20467c72", "metadata": {}, "source": [ "#### Compare Shortest Path by Distance vs by Travel Time" ] }, { "cell_type": "code", "execution_count": 12, "id": "18ad47e7", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(46, 41)" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Compute shortest path by physical distance (meters)\n", "route_distance = ox.shortest_path(G_drive, origin_node, dest_node, weight='length')\n", "\n", "# Compute shortest path by travel time (seconds)\n", "route_time = ox.shortest_path(G_drive, origin_node, dest_node, weight='travel_time')\n", "\n", "# Compare the number of edges (steps) in each route\n", "len(route_distance), len(route_time)" ] }, { "cell_type": "markdown", "id": "1bfe69f9", "metadata": {}, "source": [ "#### Plot Both Routes for Comparison" ] }, { "cell_type": "code", "execution_count": 13, "id": "33568cf1", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot both routes on the same map to visually compare them\n", "fig, ax = ox.plot_graph_routes(\n", " G_drive,\n", " routes=[route_distance, route_time], # first route: distance, second: time\n", " route_colors=['red', 'blue'], # color-code the routes\n", " route_linewidth=2,\n", " node_size=0,\n", " bgcolor='white'\n", ")" ] }, { "cell_type": "markdown", "id": "9693233a", "metadata": {}, "source": [ "## 4. Accessibility Analysis: Isochrones from Illini Union\n", "\n", "An **isochrone** is a region that is reachable within a certain amount of travel time from a given origin.\n", "\n", "We will:\n", "\n", "- Use the driving network \n", "- Choose Illini Union as the center \n", "- Compute areas reachable within 3 and 5 minutes of driving" ] }, { "cell_type": "code", "execution_count": 14, "id": "e3329dbf", "metadata": {}, "outputs": [], "source": [ "# Use the origin_node (Illini Union) as the isochrone center\n", "center_node = origin_node # Illini Union\n", "\n", "# To ensure accurate distance calculations, \n", "# we must project the street network into a planar CRS (meters) before buffering.\n", "G_drive_proj = ox.project_graph(G_drive)\n", "nodes_drive_proj, edges_drive_proj = ox.graph_to_gdfs(G_drive_proj)\n", "\n", "# (Optional) Inspect the first few rows if needed\n", "# display(nodes_drive_proj.head(), edges_drive_proj.head())" ] }, { "cell_type": "markdown", "id": "6459ac45", "metadata": {}, "source": [ "#### Compute Isochrone Polygons" ] }, { "cell_type": "code", "execution_count": 15, "id": "10479089", "metadata": {}, "outputs": [], "source": [ "def make_iso_polys(G_proj, center_node, trip_times):\n", " # Compute travel-time from center_node to all reachable nodes\n", " travel_time = nx.single_source_dijkstra_path_length(\n", " G_proj, center_node, weight='travel_time'\n", " )\n", "\n", " iso_polys = []\n", " # Loop over travel-time thresholds in ascending order\n", " for tt in sorted(trip_times):\n", " # Select nodes whose travel_time is within the threshold tt\n", " subnodes = [n for n, t in travel_time.items() if t <= tt]\n", " # Extract the subgraph induced by subnodes\n", " subgraph = G_proj.subgraph(subnodes)\n", " # Convert subgraph to GeoDataFrames (we only need edges)\n", " _, subedges = ox.graph_to_gdfs(subgraph)\n", "\n", " # If no edges, skip this threshold\n", " if len(subedges) == 0:\n", " continue\n", "\n", " # Buffer the selected edges to create a polygon representing the isochrone\n", " # A buffer of ~50–80 m is typical for street centerlines\n", " merged = subedges.buffer(80).unary_union\n", " \n", " # Store (threshold, polygon)\n", " iso_polys.append((tt, merged))\n", "\n", " return iso_polys\n", "\n", "# Define travel-time thresholds: 5 and 10 minutes (in seconds)\n", "trip_times = [5*60, 10*60] \n", "# Generate isochrone polygons\n", "iso_polys = make_iso_polys(G_drive_proj, center_node, trip_times)" ] }, { "cell_type": "markdown", "id": "56c02f01", "metadata": {}, "source": [ "#### Plot Isochrones Around Illini Union" ] }, { "cell_type": "code", "execution_count": 19, "id": "5d101ca6", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_247/3944012539.py:15: UserWarning: Legend does not support handles for PatchCollection instances.\n", "See: https://matplotlib.org/stable/tutorials/intermediate/legend_guide.html#implementing-a-custom-legend-handler\n", " ax.legend()\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 8))\n", "# Plot the projected street edges as a base layer\n", "edges_drive_proj.plot(ax=ax, linewidth=0.5, alpha=0.4, color='gray')\n", "\n", "colors = ['#fb6a4a', '#fee5d9']\n", "# Plot each isochrone polygon\n", "for (tt, poly), color in zip(iso_polys, colors):\n", " gpd.GeoSeries([poly]).plot(ax=ax, facecolor=color, edgecolor='none', \n", " alpha=0.7, label=f'{tt/60:.0f} min') \n", " \n", "# Plot the center node (Illini Union) as a point\n", "node_geom = nodes_drive_proj.loc[center_node].geometry\n", "gpd.GeoSeries([node_geom]).plot(ax=ax, color='black', markersize=30, label='Illini Union')\n", "\n", "ax.legend()\n", "ax.set_title('Driving Isochrones from Illini Union')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "6c820669-9ce0-46b3-9804-e07f11565148", "metadata": {}, "source": [ "## 5. Service Area Example: Nearest Grocery Store from a Dorm\n", "\n", "This example demonstrates how to perform a simple service area and routing analysis using OSMnx. \n", "\n", "Starting from a dormitory location (Illini Union: `origin_pt`), we identify the nearest grocery store and compute the shortest driving route to reach it." ] }, { "cell_type": "code", "execution_count": 21, "id": "0e245e49-aaa5-4454-9fe8-590dc58ac861", "metadata": {}, "outputs": [], "source": [ "# Extract grocery stores\n", "groceries = ox.geometries_from_place(\n", " places, tags={'shop': 'supermarket'}\n", ")\n", "\n", "\n", "# Compute route from the origin (Illini Union) to the nearest supermarket\n", "# Convert graph to GeoDataFrames to get node geometries\n", "nodes_drive, _ = ox.graph_to_gdfs(G_drive)\n", "\n", "# Unpack origin latitude and longitude\n", "lat, lon = origin_pt\n", "# Get the nearest network node to the origin point\n", "origin_node = ox.distance.nearest_nodes(G_drive, X=lon, Y=lat)\n", " \n", "# Find nearest POI\n", "# Reproject POIs to match the graph's CRS\n", "groceries = groceries.to_crs(G_drive.graph['crs'])\n", "# Extract POI geometries (points or centroids of polygons)\n", "poi_points = groceries.geometry\n", "# Find the POI geometry that is closest to the origin node's geometry\n", "# by minimizing Euclidean distance in the graph's CRS\n", "nearest = min(poi_points, key=lambda p: p.distance(nodes_drive.loc[origin_node].geometry))\n", " \n", "# Get the nearest network node to the POI\n", "dest_node = ox.distance.nearest_nodes(G_drive, X=nearest.x, Y=nearest.y)\n", "# Compute shortest-time route from origin node to destination node\n", "route = ox.shortest_path(G_drive, origin_node, dest_node, weight='travel_time')\n" ] }, { "cell_type": "code", "execution_count": 22, "id": "63534f0a-ca01-4646-9ef7-707a7d585c6b", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Define a bounding box that roughly covers the campus area\n", "bbox = (40.1205, 40.0950, -88.2100, -88.2450) # north, south, east, west\n", "\n", "# Plot the driving network and the route to the nearest grocery store\n", "fig, ax = ox.plot_graph_route(G_drive, route, node_size=0, route_linewidth=2, bbox=bbox)" ] }, { "cell_type": "markdown", "id": "dc3ddfa8", "metadata": {}, "source": [ "## 6. Street Network Statistics: Champaign–Urbana vs Another City\n", "\n", "We can compute basic network statistics to compare different urban areas, such as:\n", "\n", "- Total street length \n", "- Intersection density \n", "- Block size and segment length\n", "\n", "In this example, we compare Champaign–Urbana with Springfield, Illinois (a smaller city) and Manhattan, New York (a dense urban core).\n", "\n", "You are encouraged to explore any additional cities of interest by modifying the place names in the code. \n", "Note that downloading and analyzing multiple city networks may take **noticeably longer**, especially for larger cities." ] }, { "cell_type": "code", "execution_count": 23, "id": "b92fbf24", "metadata": {}, "outputs": [], "source": [ "# Download driving networks for Springfield, IL and Manhattan, NY\n", "G_springfield = ox.graph_from_place('Springfield, Illinois, USA', network_type='drive')\n", "G_manhattan = ox.graph_from_place('Manhattan, New York City, USA', network_type='drive')\n", "# G_chicago = ox.graph_from_place('Chicago, Illinois, USA', network_type='drive')" ] }, { "cell_type": "code", "execution_count": 24, "id": "3c4436b5-9ebf-4d65-bee0-7826f41d9e84", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'CU': {'n': 3542,\n", " 'm': 9963,\n", " 'k_avg': 5.625635234330886,\n", " 'edge_length_total': 1384937.4280000005,\n", " 'edge_length_avg': 139.0080726688749,\n", " 'streets_per_node_avg': 3.0886504799548278,\n", " 'streets_per_node_counts': {0: 0, 1: 366, 2: 31, 3: 2085, 4: 1043, 5: 17},\n", " 'streets_per_node_proportions': {0: 0.0,\n", " 1: 0.10333145115753811,\n", " 2: 0.008752117447769622,\n", " 3: 0.5886504799548278,\n", " 4: 0.29446640316205536,\n", " 5: 0.004799548277809147},\n", " 'intersection_count': 3176,\n", " 'street_length_total': 752382.5009999962,\n", " 'street_segment_count': 5391,\n", " 'street_length_avg': 139.56269727323246,\n", " 'circuity_avg': 1.0523582008584118,\n", " 'self_loop_proportion': 0.01854943424225561},\n", " 'Springfield': {'n': 5080,\n", " 'm': 12879,\n", " 'k_avg': 5.070472440944882,\n", " 'edge_length_total': 1829444.0469999972,\n", " 'edge_length_avg': 142.0486099076013,\n", " 'streets_per_node_avg': 2.906496062992126,\n", " 'streets_per_node_counts': {0: 0,\n", " 1: 881,\n", " 2: 52,\n", " 3: 2871,\n", " 4: 1223,\n", " 5: 43,\n", " 6: 10},\n", " 'streets_per_node_proportions': {0: 0.0,\n", " 1: 0.1734251968503937,\n", " 2: 0.010236220472440945,\n", " 3: 0.5651574803149606,\n", " 4: 0.240748031496063,\n", " 5: 0.008464566929133858,\n", " 6: 0.001968503937007874},\n", " 'intersection_count': 4199,\n", " 'street_length_total': 1025849.4189999985,\n", " 'street_segment_count': 7218,\n", " 'street_length_avg': 142.1237765308948,\n", " 'circuity_avg': 1.0469502719093156,\n", " 'self_loop_proportion': 0.0036021058464948737},\n", " 'Manhattan': {'n': 4619,\n", " 'm': 9901,\n", " 'k_avg': 4.28707512448582,\n", " 'edge_length_total': 1174921.0890000036,\n", " 'edge_length_avg': 118.66691132208905,\n", " 'streets_per_node_avg': 3.55379952370643,\n", " 'streets_per_node_counts': {0: 0, 1: 101, 2: 29, 3: 1769, 4: 2651, 5: 69},\n", " 'streets_per_node_proportions': {0: 0.0,\n", " 1: 0.021866204806235117,\n", " 2: 0.006278415241394241,\n", " 3: 0.3829833297250487,\n", " 4: 0.5739337518943495,\n", " 5: 0.014938298332972505},\n", " 'intersection_count': 4518,\n", " 'street_length_total': 992991.4959999999,\n", " 'street_segment_count': 8194,\n", " 'street_length_avg': 121.18519599707102,\n", " 'circuity_avg': 1.020878596426901,\n", " 'self_loop_proportion': 0.000976324139614352}}" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Compute basic stats\n", "stats = {}\n", "for name, G in [('CU', G_drive), ('Springfield', G_springfield), ('Manhattan', G_manhattan)]:\n", " stats[name] = ox.basic_stats(G)\n", "stats" ] }, { "cell_type": "markdown", "id": "61b397ee-71e3-4efb-bae9-4ffeff8f9dd5", "metadata": {}, "source": [ "### Interpretation of Each Metric\n", "| **Metric Name** | **Interpretation** |\r\n", "| -------------------------------- | ------------------------------------------------------------------------------------------------------------ |\r\n", "| **n** | Number of nodes in the network (intersections + dead ends). |\r\n", "| **m** | Number of edges (street segments, directed). |\r\n", "| **k_avg** | Average node degree; how many edges connect to each node → higher means more connected intersections. |\r\n", "| **edge_length_total** | Total length (meters) of all directed edges. |\r\n", "| **edge_length_avg** | Average length of directed street segments; reflects block size. |\r\n", "| **streets_per_node_avg** | Average number of *unique streets* meeting at each node (e.g., 3 = T-intersection, 4 = 4-way intersection). |\r\n", "| **streets_per_node_counts** | How many nodes have 1, 2, 3, 4, 5+ streets meeting (raw counts). Useful for understanding street morphology. |\r\n", "| **streets_per_node_proportions** | Same as above, but as proportions of total nodes. |\r\n", "| **intersection_count** | Number of true intersections (nodes where ≥3 streets meet). |\r\n", "| **street_length_total** | Total length of *undirected* street centerlines (each street counted once). |\r\n", "| **street_segment_count** | Number of unique (undirected) street segments. |\r\n", "| **street_length_avg** | Average length of undirected street segments; a measure of block size. |\r\n", "| **circuity_avg** | Ratio of actual street distance to straight-line distance → higher = more winding network. |\r\n", "| **self_loop_proportion** | Fraction of edges that start and end at same node (cul-de-sacs, roundabouts, data quirks). |\r\n" ] }, { "cell_type": "markdown", "id": "0e3b2a23-45ea-4178-beda-ea3f8d552443", "metadata": {}, "source": [ "## 7. Conclusion\r\n", "\r\n", "In this notebook, you have:\r\n", "\r\n", "- Loaded **driving** and **walking** street networks for Champaign–Urbana and the UIUC campus using OSMnx.\r\n", "- Performed **walking routes** between UIUC landmarks by geocoding locations, snapping them to the nearest network nodes, and computing shortest paths by distance.\r\n", "- Computed and visualized **driving routes** between Illini Union and Market Place Shopping Center, comparing paths that minimize physical distance versus travel time.\r\n", "- Derived and mapped **isochrones** (5- and 10-minute driving catchments) from Illini Union to visualize short-range accessibility.\r\n", "- Implemented a **service area analysis** by locating the nearest supermarket to a given origin and routing to it.\r\n", "- Calculated and interpreted **street network statistics** for ChampaignSpringfiled, Chicago, and Manhattan to compare connectivity, block structure, and overall network morphology.\r\n", "\r\n", "These examples demonstrate how OSMnx enables routing, accessibility assessments, and comparative urban form analysis using OpenStreetMap data.\r\n" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.8.12" } }, "nbformat": 4, "nbformat_minor": 5 }