{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Linking elements together\n", "\n", "As explained in the Data Structure chapter, `momepy` relies on links between different morphological elements. Each element has an index, and each of the small-scale elements also needs to know the index of the relevant higher-scale element. The case of block index is explained in the previous chapter, `momepy.generate_blocks` generates it together with blocks gdf.\n", "\n", "## Getting the index of the street network\n", "\n", "This notebook will explore how to link street network, both nodes and edges, to buildings and tessellation.\n", "\n", "### Edges\n", "\n", "For linking street network edges to buildings (or tessellation or other elements), `momepy` offers `momepy.get_nearest_street`. It simply returns a `Series` of indices of nearest streets for analysed gdf." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2024-06-24T10:05:25.922108Z", "iopub.status.busy": "2024-06-24T10:05:25.921862Z", "iopub.status.idle": "2024-06-24T10:05:30.154258Z", "shell.execute_reply": "2024-06-24T10:05:30.153968Z" } }, "outputs": [], "source": [ "import geopandas as gpd\n", "import momepy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For illustration, we can use `bubenec` dataset embedded in `momepy`." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2024-06-24T10:05:30.156308Z", "iopub.status.busy": "2024-06-24T10:05:30.156119Z", "iopub.status.idle": "2024-06-24T10:05:30.800224Z", "shell.execute_reply": "2024-06-24T10:05:30.799916Z" } }, "outputs": [], "source": [ "path = momepy.datasets.get_path(\"bubenec\")\n", "buildings = gpd.read_file(path, layer=\"buildings\")\n", "streets = gpd.read_file(path, layer=\"streets\")\n", "tessellation = gpd.read_file(path, layer=\"tessellation\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then we can link it to buildings. The only argument we might want to look at is `max_distance`, which is a maximum distance within which to query for nearest street. Note that for large areas, it is advised to set a limit to avoid long processing times." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2024-06-24T10:05:30.802089Z", "iopub.status.busy": "2024-06-24T10:05:30.801978Z", "iopub.status.idle": "2024-06-24T10:05:30.810232Z", "shell.execute_reply": "2024-06-24T10:05:30.809151Z" }, "tags": [ "hide_output" ] }, "outputs": [], "source": [ "buildings[\"street_index\"] = momepy.get_nearest_street(buildings, streets)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2024-06-24T10:05:30.814323Z", "iopub.status.busy": "2024-06-24T10:05:30.814177Z", "iopub.status.idle": "2024-06-24T10:05:31.572504Z", "shell.execute_reply": "2024-06-24T10:05:31.572177Z" }, "tags": [ "hide_input" ] }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = buildings.plot(\n", " column=\"street_index\", categorical=True, cmap=\"tab20b\", figsize=(8, 8)\n", ")\n", "streets.plot(ax=ax)\n", "ax.set_axis_off()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note: colormap does not have enough colours, that is why everything on the top-left looks the same. It is not." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Nodes\n", "\n", "The situation with nodes is slightly more complicated as you usually don't have or even need nodes. However, `momepy` includes some functions which are calculated on nodes (mostly in `graph` module). For that reason, we will pretend that we follow the usual workflow:\n", "\n", "1. Street network `GeoDataFrame` (edges only)\n", "2. networkx `Graph`\n", "3. Street network - edges and nodes as separate `GeoDataFrames`." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2024-06-24T10:05:31.599045Z", "iopub.status.busy": "2024-06-24T10:05:31.598499Z", "iopub.status.idle": "2024-06-24T10:05:31.604824Z", "shell.execute_reply": "2024-06-24T10:05:31.603750Z" } }, "outputs": [], "source": [ "graph = momepy.gdf_to_nx(streets)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Some [graph-based analysis](../graph/graph.rst) happens here." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2024-06-24T10:05:31.609186Z", "iopub.status.busy": "2024-06-24T10:05:31.608359Z", "iopub.status.idle": "2024-06-24T10:05:31.614588Z", "shell.execute_reply": "2024-06-24T10:05:31.613962Z" } }, "outputs": [], "source": [ "nodes, edges = momepy.nx_to_gdf(graph)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2024-06-24T10:05:31.616981Z", "iopub.status.busy": "2024-06-24T10:05:31.616804Z", "iopub.status.idle": "2024-06-24T10:05:31.687382Z", "shell.execute_reply": "2024-06-24T10:05:31.683717Z" }, "tags": [ "hide_input" ] }, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAkgAAAJ8CAYAAAAF9V4UAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8fJSN1AAAACXBIWXMAAA9hAAAPYQGoP6dpAACwoklEQVR4nOzdd3ic5ZX38e8zfUa992YV23KRO5gSwIAxLimkbkIgeTckS5LdlA2khxAI2UCyyWY3YZPsbgIhCUmAAK400wwGF2G5SLaqrd67RtOf94/RyAUX2RrNMzM6n+vKLoxG0jGWRj/d97nPraiqqiKEEEIIISbptC5ACCGEECLcSEASQgghhDiDBCQhhBBCiDNIQBJCCCGEOIMEJCGEEEKIM0hAEkIIIYQ4gwQkIYQQQogzSEASQgghhDiDBCQhhBBCiDNIQBJCCCGEOIMEJCGEEEKIM0hAEkIIIYQ4gwQkIYQQQogzSEASQgghhDiDBCQhhBBCiDNIQBJCCCGEOIMEJCGEEEKIM0hAEkIIIYQ4gwQkIYQQQogzSEASQgghhDiDBCQhhBBCiDNIQBJCCCGEOIMEJCGEEEKIM0hAEkIIIYQ4gwQkIYQQQogzSEASQgghhDiDBCQhhBBCiDNIQBJCCCGEOIMEJCGEEEKIM0hAEkIIIYQ4gwQkIYQQQogzSEASQgghhDiDQesChBBCCHHxvD6VPU39dI84SI+zsKooGb1O0bqsqCEBSQghhIgwOw53cO/majqGHJOPZSVYuGdTOesWZmlYWfRQVFVVtS5CCCGEEFOz43AHdz5WyZk/vANrRw/fukxCUhBID5IQQggRIbw+lXs3V78rHAGTj927uRqvT9Y+pksCkhBCCBEh9jT1n7atdiYV6BhysKepP3RFRSkJSEIIIUSE6B45dzi6lOeJc5OAJIQQQkSI9DhLUJ8nzk0CkhBCCBEhVhUlk5Vg4VyH+RX8p9lWFSWHsqyoJAFJCCGEiBB6ncI9m8oB3hWSAv9+z6ZymYcUBBKQhBBCiAiybmEWD9+6jLSY00NQZoJFjvgHkcxBEkIIISJQR+NL/H37b3HHLGTV1XfKJO0gk0naQgghRARSVDfzbM0kZ2WypDhF63KijmyxCSGEEBHI53UBoNObNK4kOklAEkIIISKQzxMISGaNK4lOEpCEEEKICOT1OgFZQZopEpCEEEKICCRbbDNLApIQQggRgdyOAQAMphiNK4lOcopNCAH4bwnf09RP94iD9DiLHBkWIswN9RwGIC5lrsaVRCcJSEIIdhzu4N7N1afdEp6VYOGeTeUydE6IMOR1jzPaVwdAQvoijauJTrLFJsQst+NwB3c+VnlaOALoHHJw52OV7DjcoVFlQohzGe47iqp6MdvSMMdkaF1OVJKAJMQs5vWp3Lu5mrON0w88du/marw+GbgvRDgZ6j4EQHz6QhRFtsJnggQkIWaxPU3971o5OpUKdAw52NPUH7qihBAXNNzt7z+S7bWZIwFJiFmse+Tc4ehSnieEmHmqqk6uIElAmjkSkISYxdLjLEF9nhBi5o0Pt+B2DqHTm4hLLtO6nKglAUmIWWxVUTJZCRbO1cGg4D/NtqooOZRlCSHOI7B6FJcyD53eqHE10UsCkhCzmF6ncM+mcoB3haTAv9+zqVzmIQkRRoak/ygkJCAJMcutW5jFw7cuIzPh9G20zAQLD9+6TOYgCRFmTvYfLdS4kugmgyKFEKxbmMWN5Zn851/qONFt56rlqbz/ihxZORIizLidI4wNNgGygjTTJCAJIQD/dltpQhxxDiPLcpIkHAkRhoZ7jwAqlrhsTFbpDZxJssUmhJjkU/0DIRV5ZRAiLEn/UejIy6AQYtJEPkIG8woRnmT+UehIQBJCTFInrhTRSUISIuyoPi/DPUcACUihIAFJCDEpcOWabLEJEX7GBpvwuu3oDTZiE+doXU7Uk5dBIcQkWUESInwF+o/i08pRdHqNq4l+copNCDFJepDExfD6VPY09dM94iA9zj9xXU4/zhzpPwotCUhCiEknT7HJDzlxfjsOd3Dv5mo6hk5eZJyVYOGeTeUyXHSGSEAKLdliE0JMkhUkMRU7Dndw52OVp4UjgM4hB3c+VsmOwx0aVRa9XI4BxkdaAf8Wm5h5EpCEEJN80oMkLsDrU7l3czXqWd4WeOzezdV4fWd7hrhUgf6jmMQijOZ4jauZHSQgCSEmyQqSuJA9Tf3vWjk6lQp0DDnY09QfuqJmgcD2WrzcvxYyEpCEEJMCwcjp8mlbiAhb3SPnDkeX8jwxNdJ/FHoSkIQQk3KyrQA0No1qXIkIV+lxlqA+T1yYz+dhpLcGgIQ0WUEKFQlIQohJJSWxADQ1jeHxyCqSeLdVRclkJVg41y6sgv8026oiuUg1WEb7avF5XRjM8dgS8rUuZ9aQgCSEmJSZYSE21oDbrXKi2a51OSIM6XUK92zyn6J6d0jyN7Hds6lc5iEF0eT2WtpCFBlzHzLyX1oIMUlRFEqK/atI9fWyzSbObt3CLB6+dRmZCadvo2WYx/j5zSaZgxRkgRNs0n8UWjIoUghxmtKSWA5UDdLWPo7d7sFmk5cJ8W7rFmZxY3nm5CTtuLE9zB37GxbbXOBGrcuLKkM9gYAk/UehJCtIQojTxMcbSU83o6rQ0DimdTkijOl1CquLU3jfkhyuWXEtep2Ce/AonrFWrUuLGo7RLpxjXSiKnrjU+VqXM6tIQBJCvEupbLOJi6Q3J2FOWQbAeNtOjauJHoHVo9jkEgxGm8bVzC4SkIQQ71JUFINer9A/4KKvz6l1OSJCWHPWADDe8Sqqz6NxNdFB5h9pRwKSEOJdzGY9+Xn+31brGmQVSUyNOXU5OlMiPtcgzt5KrcuJCsMTDdrxMv8o5CQgCSHOKjATqaFhdPKONiHOR9EZsGZdA8B420saVxP5vB4nI33HAFlB0oIEJCHEWeXmWLFYdDgcPlrbxrUuR0SIwDabs68Sr3NA42oi20hvDarqxWRNxRKbqXU5s44EJCHEWel0CsVzpFlbXBxDTC7GhLmg+hhvf0XrciLayf6jhShyg3TISUASQpxTYJutucWO0+nVuBoRKaw51wMw3r4TVZXt2Usl84+0JQFJCHFOKckmkpKMeL0qTcdlJpKYGkvGFSh6C157O+7BGq3LiUiqqsoJNo1JQBJCnJOiKJQWxwGyzSamTmewYsm4AgC7NGtfkvGRNtyOQRSdkbiUuVqXMytJQBJCnFdxcQyKAl3dToaH3VqXIyJEYJvN2bUbn0cuPr5YgdWj+NR56PQmjauZnSQgCSHOy2YzkJNtBaBeZiKJKTImzEUfk4Pqc+LofEPrciKOzD/SngQkIcQFBZq16+pHpelWTImiKNiyA83ass12saT/SHsSkIQQF1SQb8NoVBgd9dDZ5dC6HBEhLFnXgKLHPVSHe7RZ63Iihsc1xuhAAyAn2LQkAUkIcUEGg46iwhhAmrXF1OnNiZhTlwMyWftiDPdWAyqW2CzMtlSty5m1JCAJIaYksM3WdHwMj8encTUiUkzOROp4DdUnTf5TIdtr4UECkhBiSjIzLMTGGnC7VU40y6kkMTXmlKXoTEmo7mGcPfu0LiciSEAKDxKQhBBToigKpSVy9Yi4OIpOjzX7WkBmIk2FqvoY7jkCSP+R1iQgCSGmrKTYH5Da2sex2z0aVyMihTXbf4Gtq68Kr6NP42rC29jgcTyuUfQGKzFJxVqXM6tJQBJCTFl8vJH0dDOqCg0NcvWImBpDTDbGxHLAx3j7y1qXE9YC22txqfPR6QwaVzO7SUASQlyU0smZSCMyE0lMmS3Hv4rkv8BWmvzPRfqPwocEJCHERSkqjEGvVxgYdNPf79K6HBEhzBmrUfRWvONduAaOaF1O2ApM0JaApD0JSEKIi2I268nPswH+ydpCTIVOb8GSeRUA4207Na4mPLkcg9iH/QM1pUFbexKQhBAXLTATqaFxFJ9PttnE1ARmIjm638Lnlh62MwVOr9kSCjCa4zWuRkhAEkJctNwcKxaLDofDR2vbuNbliAhhjC/BEJsPPheOzte1LifsSP9ReJGAJIS4aDqdQvEcmYkkLo6iKFiz1+BVFV47sJ9nDrSxu6EPr6xCAhKQwo2cIRRCXJLSkliOVA/T3GLH6fRiNuu1LklEgFcHFvD9Nz5CtzMGOABAVoKFezaVs25hlqa1acnn8zDcWwNI/1G4kBUkIcQlSU42kZRkxOtVaTou/STiwnYc7uALj9fQ7bSd9njnkIM7H6tkx+EOjSrT3mh/PT6PA4MpDltCgdblCCQgCSEukaIolBbHAXKaTVyY16dy7+Zq/JtpymlvC2yw3bu5etZut01ur6UtRFHkR3M4kL8FIcQlKy6OQVGgu9vJ8LDc1C7ObU9TPx1DjnO+XQU6hhzsaeoPXVFhZLjHP/8oXrbXwoYEJCHEJbPZDORkWwGob5BVJHFu3SPnDkeX8rxoIw3a4UcCkhBiWkomrx4ZlatHxDmlx1mC+rxo4hzrwTHaCYqO+LT5WpcjJkhAEkJMS0G+DaNRYXTUQ2fX7PztX1zYqqJkshIsZ3QfnaTgP822qig5lGWFheHeagBik4oxGGM0rkYESEASQkyLwaCjqND/oi4zkcS56HUK92wqB85s0T7pnk3l6HXnemv0Guk7BkBcylyNKxGnkoAkhJi20hL/abam42N4PHJTuzi7dQuzePjWZWQmnL6NlmBUePjWZbNuDpLXp7K7oY+tRwY5as/HliQBKZwoqjQNiIvk9ansaeqne8RBepx/SXw2/tYnTlJVlb890crIqIdrr0mbnLItxNkEXkOefr6KF7fs4bqF2fzkx7dpXVZI7Tjcwb2bq0872ZcRq+fe91fMuqAYriQgiYtytm9qmYIrACrfGeCdA4Pk5li5aW2m1uWICHDkSAt3fO5hYmMtbH7mm5jNRq1LCokdhzu487FKzvzhG/g1czaupoUj2WITUxb4pj5zlolMwRUAJcX+VaO29nHG7B6NqxGRYN68HDIyEhkddfDqq0e0LickTh+YeToZmBleJCCJKZFvanEh8fFGMtLNqCo0NsjVI+LC9HodGzcsB+DZzXs1riY0ZGBm5JCAJKZEvqnFVJyciTQiM5HElGzcsBydTqHynSZaWnq1LmfGycDMyCEBSUyJfFOLqSgqjEGvVxgYdNPX79K6HBEBMjISueyyMgCe3bxP42pmngzMjBwSkMSUyDe1mAqzWU9+nv+mdpmJJKbqvZtWArBt+37c7ujuX5OBmZFDApKYEvmmFlMV2GZraBzFJz1pYgquvGIuKSlxDAyMseuNo1qXM6NOHZjJGV2dgdfX2TowM9xIQBJTcv4puP5vcvmmFgC5OVYsFh0Oh4/WtnGtyxERwGDQs2H9MgCefTb6m7UDAzMT9Ke3JGQmWOSIfxiRgCSm7FxTcDOsXh5c4+WmBTL7RoBOp1A8ceRfttnEVG3cuAKAPXvr6egY0LiamXfjvFQ+5fwZH3D8L/fflMWf77icXV9fI+EojBi0LkBElnULs7ixPHNyknaK2UPR2Hb0eHEM1GNNLtW6RBEGSotjOXJkmOYWO06nF7NZr3VJIszl5qSwYnkx+/Y3sGXrPu74zI1alzSjOk4cxucapzR2iE9cuxRFkdX3cCMrSOKi6XUKq4tTeN+SHK6aX0BCtn+OyUjLLnwep8bViXCQkmImOcmE16vS1CQzkcTUvPe9/mbtLVv34/F4Na5mZrXU+rcS80pWSDgKUxKQxLTFZC5Db07E57Yz2v621uWIMDE5E6lBttnE1Lzn6nISEmz09Azz9tt1Wpczo5pr9wCQP3elxpWIc5GAJKZN0emJL3gPAPbuw7jHujWuSISD4jkxKAp0dzsZHnZrXY6IACaTgZvX+Zu1n3l2j8bVzByX00778YMAFJRdpnE14lwkIImgMMfnYUkuBVSGTryKqvq0LklozGYzkJNtBaBOmrXFFL13k79Z+83dx+jpGdK4mpnR1vAOPq+H+OQsElJztS5HnIMEJBE0cXlXouhNeOzd2Htmx8WT4vwC22z1DaNy9YiYksLCdCoWF+DzqWzZul/rcmbEicD2Wtll0n8UxiQgiaDRG2OIy7kcgNG2t/C6pDl3tivIt2E0KoyOeujskmtoxNQEJmtv2bofny/6VqObj/l7NfPnrtK4EnE+EpBEUFnTFmCwpaN6XYy0vqF1OUJjBoOOoqIYQGYiialbs2YRcbEWOjoG2LuvQetygso+MkBPWy0A+aXSoB3OJCCJoFIUHQkF1wAKjv46nEMtWpckNFZaHAdA0/ExPJ7oWw0QwWc2G7nppiVA9E3Wbq7zb6+lZpcQE5+icTXifCQgiaAzxqRjS18IwHDzq6i+6L58UpxfRoaZuFgDbrfKiRN2rcsRESKwzfb6rhr6B6Jn9TFwvF9Or4U/CUhiRsRmX4bOaMPrHGKss1LrcoSGFEWRmUjiopWUZFE+PxePx8v27dHzGtJ8LDD/SPqPwp0EJDEjdAYzcXlXATDaUYnXJT8YZ7OSibvZ2tvHGbPLiqKYmsBk7c2b90XFKcjB3laG+trQ6QzkFi/TuhxxARKQxIyxJJVgjM0C1ctoxz6tyxEaio83kpFuRlWhQVaRxBTdcP1ibFYTzS29HDjQpHU50xbYXsssXIjJEqNxNeJCJCCJGaMoyuSx//HeGjzO6Bz6JqZmcputXmYiiamx2czccEMFAM9sjvxfsk72H8n2WiSQgCRmlCkuG1N8Hqg+Rtuj6zSKuDhFhTHo9QqDg276+l1alyMiRGCb7ZVXDjM8HLlN/qrPR/PEBbXSfxQZJCCJGReX4z+t4eirxTPer3E1Qitms578PBsgM5HE1M2fl0NpSRYul4cdzx3QupxL1tNRz/joAEaTlayCRVqXI6ZAApKYccaYDMyJRYDKaHv0XkApLqx0YputoXEUn0+22cSFKYoyeT/bs5v3Ruz2bOD0Wm7JMvQGo8bViKmQgCRCIjZ7YhVpoAG3vUfjaoRWcnKsWCw6HA4frW3jWpcjIsTatUswm400NHbx55dqeOZAG7sb+vBGUMhurp24XkTmH0UMg9YFiNnBaEvBklyKo7+O0ba3SSrdqHVJQgM6nUJxcSxHjgxTVz8yueUmxPnExVmZc3UFLw/Bt148eZotK8HCPZvKWbcwS8PqLszrcdNa75/lJP1HkUNWkETIxGavAhScQydwjXZqXY7QSGCbrbnZjtPp1bgaEQl2HO7gJYcZn8l02uOdQw7ufKySHYc7NKpsajpOHMLtGscam0RaVonW5YgpkoAkQsZgScSaOg+A0ba3NK5GaCUl2UxykgmfD5qaxrQuR4Q5r0/l3s3V/n9RlNPeFthgu3dzdVhvt01Ozy5biaKTH7uRQv6mREjFZq0ARYdrpA3ncKvW5QiNnDoTSYjz2dPUT8eQ45xvV4GOIQd7msL3hOyJ2kBAku21SCIBSYSU3hyPLXUBAKNtb0fsiRQxPcVzYlAU6O5xMjTk1rocEca6R84dji7leaHmcozRefwwAAVzpUE7kkhAEiEXk7UcdAbcY504h05oXY7QgM1mICfbCkC9XD0iziM9zhLU54Vaa0MlPp+HhJQcElJytC5HXAQJSCLk9KYYYtL8g9JkFWn2CjRr1zfI1SPi3DL1PgwuF5zra0RVSTTpWVWUHNrCpmiy/0hOr0UcCUhCEzGZS1F0RjzjvTgHGrQuR2ggP9+G0agwOuqhsys8t0eEtgYHx7j7648Q1+B/jVDO8bzk5iH++Md3wnL46InJ+UcSkCKNBCShCZ3Rii3DfwnlSPseVNWncUUi1AwGHUVF/hvNpVlbnMnpdPP1b/6BtrZ+5phUHvrAAjITTt9Gy0qw8Om56SSNuXnm2Wr+65dv4vGEz2vJ2HAfve31AOSXSkCKNDIoUmgmJmMJ9u5DeB0DOPpqJ0cAiNmjtCSO2tpRjh8f44rLUzAY5Hc2AT6fj/sfeIJDh5qJi7Xw04dup7AwnVtWFbKnqZ/uEQfpcRZWFSWj1ym8PCeFXz38Fq++1sTQkIOv/et7sFq1v86juc5/OW1aThm2uCSNqxEXS16NhGZ0BjMxmUsBGG3fi+qToYGzTUa6mbhYA263yokTkXtTuwiu3/z2RV566RB6vY4HHvgEhYXpAOh1CquLU3jfkhxWF6eg1/k33a67tphvfP1azGY9B6o6+P69LzJ0ntEAoXKy/0hOr0UiCUhCU7b0xegMVryuYcb7arQuR4SYoigyE0mcZsuWfTz6h1cA+OY3bmH5suIpvd/yZTl8/3s3EBtror6hj29/9zm6urT7mlJVdfL+tQLpP4pIEpCEpnR6o//YPzDavg/V59G4IhFqgYDU3jHO2Jj8/c9me/fW8+OHngbg05+6jvU3L7uo9y8rS+OH999EamoMHR0jfOOb2zlypGsGKr2wod5Whvs70OkN5BQv1aQGMT0SkITmbGkL0Blj8bnHsPcc0bocEWLxcUYyMsyoKjQ0yirSbNXY2MW3vvNHvF4fa2+s4DP/eMMlfZzcnAQeuP8miuckMzzi5N77XuS552uDXO2FBU6vZRUuwmSWS5kjkQQkoTlFZyA2ewUAYx378XldGlckQq20JA6A2jqZiTQb9fWN8K93PcLYmJOKikK+9c0PoijnOtR/YSkpNu77wVquvLIAr1flN7/dw29+uyekJ9yaj/kbtAvKpP8oUklAEmHBmjIPvTken2cce/dBrcsRIVZUFIPBoDA05Kary6l1OSKExsdd3PX1R+nqGiQvN4V/e+BWTKbpH7A2mw185UtX8YmPL0FR4Lnna/nB/S8xPDzzzduqzzd5gk0GREYuCUgiLCg6PbHZ/heSsc4D+DzyQ3I2MRl1zJmYiXSsdkTjakSoeL0+vv+Dv3D0aBsJCTZ++pNPkZAQvO0oRVG45QML+frd12KxGDhypIuvf2M7x08MBO1znE13Wy2OsUGMZhuZBQtm9HOJmSMBSYQNS3IpBksSqtfJWNcBrcsRITZ3rn+bren4GE6njHyYDf7rV9t5/fUaTCYDP/7RJ8nNTZmRz7NyRS4/emAdmRmxdPeM8e1vP8fbe1pm5HMBk6fX8kqWoddrP49JXBoJSCJsKIqO2Bz/fr29qwqfe1zjikQopaWaSUoy4vWqNDSMaV2OmGFPPrmbv/zlDQC+8+0PsXhxwYx+vvy8RP7tRzezaFEmDqeHBx96lb89cXBGet4m5x9J/1FEk4Akwoo5cQ4GWxqqz81oZ6XW5YgQUhSFuWX+VaRjtSPSrB3F3njzKD/7jy0A/NPn1nLD9YtD8nnj4sx851trWH/zXAAe/8tBfvqz13E4gjdewuN20drwDiD9R5FOApIIK4qiEBdYReo+hNclKwmzSUlxLHq9Qv+Ai95eOc0YjY7VtvO9ex7H51PZtHEFn7z1mpB+foNBxz/+v5Xc+U+XYdDr2L27me989zl6eoLzWtNx/BAetwNbXDKpWSVB+ZhCGxKQRNgxxedjjM0C1ctYxz6tyxEhZDbrKSz0N+kePTascTUi2Lq7h7jr7kcZH3exckUJd33tfdM6zj8dN1xfyvfvuYH4eDNNxwe4+xvbqKnpnvbHDfQf5Zet0uzPJoJDApIIO4qiEJs9sYrUW43HKT8oZ5N5ZfEANDaN4XKFz83sYnrG7E6+dtcj9PYOU1SYzg/v/zgGg17TmubPT+fBf1tPUWESw8NOvn/vi7z4Ut20PuaJyf4j2V6LdBKQRFgyx+dgissF1cdo21talyNCKCPDTEKCEY9HlcnaUcLj8fLd7/6Z+oZOkpNj+clPbic21qJ1WQCkpcVw/303sXp1Ph6vj4f/+23+9//24vVefDh3jo/S2ey/DaBA+o8ingQkEbbi8q4AwNFfh2u0U+NqRKgoisK8iSP/R49Js3akU1WVn/18M2+9XYvZbOTBH99GVmaS1mWdxmIx8K9fuZp/+FgFANu2H+O+H+5kZOTi5rG11u9H9XlJTMsjPjl7JkoVISQBSYQtoy0Na+p8AEZadskPyllkslm730VvnzRrR7I/P76Lvz+9B0VR+P49H6V8fq7WJZ2Voih86IOLuPtr78FiNnDoUCff+OZ2mlsGp/wxmmtley2aSEASYS02+zIUnRH3WBeO/tBfOCm0YbHoKSyQZu1I9/Irh/nlr3YA8M9fvJlr3lOucUUXdtll+Tzww5tIT4uhs2uUb337Ofbua53S+56YCEhy/1p0kIAkwpreFENM1jIARlrfQvW6Na5IhEpgsnZjozRrR6IjR1q49wd/RVVVPnjL5Xz0I1dqXdKUFRQk8eN/u5kF5emMj7v58YOv8NTfD593FXtsuJe+jgZQFPLKVoSwWjFTJCCJsBeTsQSdKRafe1SuIJlFMjMsk83ajdKsHVHa2/u5+xuP4nJ5uOKKuXzpXzZE3JH3+HgL3/vuDay7qQxVhT/+6QA/+49dOJ1nHyoZmJ6dnjMXa0xiCCsVM0UCkgh7is5AXK6/YXussxKvS35YzganTtY+KhfYRozh4XG+dvcjDAyMUVqaxQ++/zHNj/NfKoNBxx2fWcVn71iFXq/wxhsn+M53n2dgwP6u5wa212R6dvSQgCQigiWpBGNMJqrPw0jb21qXI0KktCQWnQ76+lz09l7ciSIRem63h299548cP95DWlo8P3nwNmw2s9ZlTdtNa8u457s3EBdnprGpn//4xZv4fCe321RVnWzQlv6j6CEBSUQERVGIy7sKAEffUdxj0594K8KfxaKnqDAG8B/5F+FLVVV+/NDTVFY2YrOa+MmDt5OWlqB1WUGzYEEGP7xvLWaznkOHO9nx3MlDI4M9LYwMdKLXG8kpXqJdkSKoJCCJiGGKzcCSXAbAsBz7nzVONmuP4nJLs3a4+v0jL7NtWyV6vY77fvAPlJZmaV1S0OXkJPDJW/2HRv7wWCXtHf4TlieO+Ve1s4oWYzRZNatPBJcEJBFR4nJXg86Ae7QD50CD1uWIEMjMsJAQb8Qtzdph6/nnD/Db/3kRgK9+ZROrV8/VuKKZc9PaMhYtzMTl8vKL/3qTN+p6+Pv+47TqCsmT7bWoIgFJRBS9KZaYjKUAjLTuRvWd/USJiB6KokyuIh2Tbbawc6CqiR/+6EkAPv4PV/OB90d3SNDpFD7/+csZS7LwpNPNJ/53D490lvN3yz/y5b257DjcoXWJIkgkIImIE5O5FJ0xBq9rmNGO/VqXI0Ig0KzdK83aYaW5uZdvfPMx3G4v116zgM/feZPWJYVEZdcIR5OtuPWnjy7oGfNy52OVEpKihAQkEXF0eqN/qw0Y69jHcMsb0o8U5SwWPYUTzdrH5Mh/WBgcHONrdz/C8PA45fNz+d53P4xOF/0/Urw+lXs3V/v/5YzZToFXoXs3V+P1yWtSpIv+r2YRlSzJZcTm+Jfy7V0HGGx8Trbboty8iZlIDQ2juKVZW1NOp5tvfPMxWlv7yMpK4sEffxKLxaR1WSGxp6mfjiHHOd+uAh1DDvY09YeuKDEjJCCJiKQoCrFZK0gouhEUHc6BBvqPPYPPPa51aWKGZGZaiI834PaoNEiztmZ8Ph8/fOBJDh46QWyshZ88eBvJyXFalxUy3SPnDkeX8jwRviQgiYhmTSkjuey9KHoz7rFO+o4+iccxqHVZYgYoisK8snhAttm09JvfvsiLLx1Er9fxwA8/QVFRhtYlhVR6nCWozxPhSwKSiHimuBxS5t2C3hSH1zlE39EncY1Kk2Q0KimdaNbulWZtLWzZso9H//AKAN/4+gdYsbxY03q0sKoomawEC+e+WU4lw+pgebb8eI108jcoooLBmkzy/A9isKWjehz0H3sGR3+91mWJILNa9BQWSLO2FvburefHDz0NwKduv44N65drW5BG9DqFezaVn/VtgdD05ZI3GKr8Lt7xntAVJoJOApKIGnpjDMlz3485oRBUL4ONz+EYPK51WSLIAjORGhqlWTtUGhu7+NZ3/ojX62PtjRXc8ZkbtC5JU+sWZvHwrctIjTn96y8zwcIvPzSH6/PH8No76Nv3HTxjbRpVKaZLUeV8tIgyqupj6PhOHH3HMMXlkDz3/VqXJIJIVVWeeLKV4REPV12Zytyy2dMgrIW+vhHu+NzDdHYOUrG4gP/4+T9iMhm0LktzLs8YBxsfp6bTRGzcNWTGx7CqKBm9TsHr6KV//7147e3ojPEkLf8exrgirUsWF0lWkETUURQdcTmXAQqukTZp2o4yp07WPnpsWONqopvD4eLub/yBzs5B8nJT+LcffVLC0YSx8S70OlhZFMcHluazujgFvc6/yaa3pJK88n4McUX43MP07/sersFjGlcsLpYEJBGV9KY4zAn5AIz31mhcjQi20pK4k83afdKsPRO8Xh/fv/ev1NS0kpBg46c/+RQJCTatywobo44uAGItZz/FpzclkLz8XoyJ81A9dgYqf4Br4EgoSxTTJAFJRC1rqr+RcrzvKKrPq3E1IpisVj0F+dKsPZN++asdvPZ6NUajnh//6JPk5qZoXVJYGZsISDHnCEgAOmMMScu+iyl5EarXwUDlD3H2HQxViWKaJCCJqGVOKEBnsOJz23EOndC6HBFk8+bKZO2Z8uRTb/H4X3YB8J1vf4jFiws0rii8eH0uxp3+Sdkx1vPPgdLpLSQt+SamlCWoPicDB36Es/edUJQppkkCkohaik6PNXU+AOO91RpXI4ItK8tCfJwBt1ulqWlM63KixhtvHuVnP98MwOc+u5Ybb6jQuKLwM+boAVSMhhhMhpgLPl/Rm0mq+Drm1OXgczFw4N9w9Oyd+ULFtEhAElEtEJCcQ814XXI9RTQ5vVlbttmCobaune/d8zg+n8rGDcu57ZPXaF1SWBqb7D/KnPL7KHoTiRV3YU6/DFQPg1UP4eh6a6ZKFEEgAUlENYMlEWNsNqAy3ntU63JEkAWatXt6nfRJs/a0dHcP8bW7HmV83MWK5cXcfdf7UZRzz4uezcbGJ/qPrOkX9X6Kzkjioq9iybjSP6vt0E9xdO2eiRJFEEhAElHPljbRrN1bjYz9ii7SrB0cY3Ynd939KL29wxQVpvPD+z+OwaDXuqywpKq+iS228zdon4uiM5Cw6EtYsq4B1cfw0f+V16UwJQFJRD1LUjGK3oTXNYJrpFXrckSQBZq166VZ+5J4PF6+970/U1ffQXJyLD956Hbi4qxalxW2xl39+FQ3Op0Rqynpkj6GouhJKL8TdCZ8rgE8Yy1BrlIEgwQkEfUUnQFr8lwAxnukWTvaZGVZiAs0ax+XZu2LoaoqP/v5Fna/VYvZbOTBH99GVtal/dCfLcbGuwGIMaejKJf+I1TRGTEl+nskXf2HglKbCC4JSGJWsKb5X4gcg4343OMaVyOCSVGUyetGpFn74vz58V38/em3URSF79/zUcrn52pdUtgLDIi80PH+qTAlLwIkIIUrCUhiVjDa0jDY0kD1Md4nI/+jTVlpHIoCPT1O+vqlWXsqXnn1ML/81Q4A/vmLN3PNe85+Q7043dgFJmhfDHMgIA0ckWG2YUgCkpg1bBOTte3SrB11rFY9BQX+azCOySrSBVVXt3DvD/6Gqqrc8oHL+OhHrtS6pIjgco/i9owBCjZL2rQ/niG+CMUQg+qx4x5pmH6BIqgkIIlZw5JciqIz4HUM4B7r1LocEWTz5sYD/mZtj0eatc+lvb2fu77+KE6nm9Wr5/LlL22U4/xTFFg9sppT0OuM0/54iqLHlLwQkG22cCQBScwaOoMZS1IJIM3a0Sj7lGbtRpmsfVYjI+N87e5HGBgYo7Q0i/vu/Zgc578Iow5/g3as5eLmH52P9CGFLwlIYlYJXGDrGKjH53VpXI0IplObtWWb7d3cbg/f+s4fOX68h7S0eH7y4G3YbGaty4ooY+P+ledLmX90LpN9SINHUb3SPxdOJCCJWcUYm4nekoTq8+Doq9W6HBFkpSWxKAp09zjp75cAHKCqKj9+6Gn272/EZjXxkwdvJy0tQeuyIorX52LcNQAE5wRbgN6Wg86cDD43rkE5QBJOJCCJWUVRFGwT97PZe2s0rkYEm81moCB/ollbJmtPeuTRV9i2rRKdTuG+H/wDpaVZWpcUcQIX1JoMsVO6oHaqFEXBlLwYAGdvZdA+rpg+CUhi1rGmzANFh8fejdveo3U5IsjmnjJZW5q14fkXqvjNb18A4Ktf2cTq1XM1rigyTd6/FsTttQBL2goAnD175YRtGJGAJGYdndGKJbEIgHFZRYo6OdlW4mINuFw+mmZ5s/aBqiZ++MATAPzDx67ilg9crnFFkWssiAMiz2RKWQI6I97xTrl2JIxIQBKzUqBZe7yvFtXn0bgaEUyKokyuIh2dxdtsLS29fOObj+F2e7n2mgV84fPrtC4pYp16QW0wBkSeSWewYg5ss3XvCfrHF5dGApKYlUzxeehMcaheJ44BGdAWbSabtbud9A/MvmbtwcEx/vWuRxgeHqd8fi7f++6H0enk5f5SnXpBrcWUOCOfw5y2CgBHjwSkcCHfMWJWOq1ZW2YiRZ3TmrVn2ZF/p9PNN775GK2tfWRlJfHgjz+JxWLSuqyIdrL/aHoX1J6POW0FoOAZbsDr6JuRzyEujgQkMWtZU+cBCu7RdjyOQa3LEUE2G5u1fT4fP3zgSQ4eOkFsrIWfPHgbyclxWpcV8UaDeP/auejNiRgTygB/s7bQngQkMWvpTXGYE/IBadaORjnZVmIDzdrHZ0ez9m//50VefOkger2OB+7/OEVFM/cDfTYZm5igPRMn2E5lSZ/YZpM+pLAgAUnMapPN2r01cpt2lJltk7W3bNnHI4++AsA3vv4BVqwo0bagKBHsC2rPJ9CH5Bo4jM89O0J9OJOAJGY1c0IBOoMVn2cc59AJrcsRQVZW6m/W7up2MhDFzdr79tXz44eeBuBTt1/HhvXLtS0oigS212xBuqD2fAwx2ehjckH1ytDIMCABScxqik6PdaJZe7xXmrWjjc1mID/P36x9NEpXkZqauvjWd/6E1+vjxhsWc8dnbtC6pKgyOf9ohrfXAixpKwHpQwoHEpDErBcISM6hZryu6PwhOpvNi+Jm7b6+Ef71rkcYHXVQsbiAb3/rQyiKonVZUWXyBNsMDIg8G/NEH5KztxLV5w7J5xRnJwFJzHoGSyLG2GxAZbz3qNbliCDLjtJmbYfDxd3f+AOdnYPk5abwbz/6JCaTQeuyosqpF9TGWtJD8jmN8SXoTEmo3nFc/YdD8jnF2UlAEgKwpfmbte291ahqdK0yzHY63SnN2lEyWdvr9XHvD/5KTU0rCQk2fvLQ7SQk2LQuK+r4T6/5L6g1BvGC2vNRFB3miW02GRqpLQlIQgCWpGIUvRmfaxTXcKvW5YggKw00a3c5GRiM/GbtX/5qB6++Vo3RqOffHriVvLxUrUuKSmPjE8f7Q7S9FhA47u/s3iu/sGlIApIQgKIzYE3xD2mTZu3oE3NKs3akH/l/8qm3ePwvuwD49rc+REVFobYFRbFQDIg8G1PyQhS9FZ9rAPdwfUg/tzhJApIQEwIzkRyDTfjc4xpXI4ItMFm7rj5ym7Xf3H2Mn/18MwCfveNG1t5YoXFF0UtVfdhDNCDyTIrOiDl1KeBfRRLakIAkxASjLRWDLR1UH+N90qwdbXKyrcTE6HG5fBw/Yde6nItWW9fO9773Z3w+lY0blnP7bddqXVJUG3f241M96HUmLKakkH9+ubxWexKQhDjFyWbtGlRV1bgaEUynNmsfPTascTUXp7t7iK/d9Sj2cRcrlhdz913vl+P8Myww/8hmSdfkv7U5dRkoBrxjrXjG2kP++YUEJCFOY0kuRdEZ8DoGcI92al2OCLKy0rjJZu3BCGnWHrM7uevuR+ntHaaoMJ0f3v9xDAa91mVFvZP9R6E53n8mnTEGU9ICAJyyiqQJCUhCnEKnN2FJ8t9hJc3a0ScmxkBeYLJ2BBz593i8fO97f6auvoPk5Fh+8tDtxMVZtS4r6qmqenJAZIj7j04ll9dqSwKSEGewTmyzOQbq8XmcGlcjgm3exDZbfZg3a6uqys9+voXdb9ViNht58N8+SVZW6HthZiO3ZxS3104oLqg9n8A8JPdQLV7noGZ1zFYSkIQ4gzEmE70lCdXnwdFfp3U5IshycvzN2k5neDdrP/6XN/j702+jKArf/95HKC/P07qkWWN04vRaKC6oPR+9JQVDfDGg4uzZp1kds5UEJCHOoCgKttSTk7VFdDltsnaYzkR69dUj/NcvtwPwxS/czDXXLNC4otkl1BfUno9l4jSb9CGFngQkIc7CmjIXFB0eew9ue4/W5YggCzRrd3Y5wq5Zu7q6he//4K+oqsotH7iMj330Sq1LmnVCfUHt+UxeXtt/EJ9H5rOFkgQkIc5CZ7RiSZwDwHhPjcbViGCLiTGQlzsxWTuMmrU7Oga46+uP4nS6Wb16Ll/+0kY5zh9ip19Qq31AMsTkobdmgs+Nq++A1uXMKhKQhDiHwGTt8f5jqF63xtWIYAu3ydojI+P8612/Z2BgjNLSLH5w78fkOL8GTl5QG4fRoP0FwIqiTK4iydDI0JKAJMQ5mOJz0ZviUL0uHIONWpcjgiw3x0qMzd+sfULjZm2328O3vvNHjh/vIS0tnp88eBsxNrOmNc1W4bS9FnCyD6kS1efRuJrZQwJSEHh9Krsb+njmQBu7G/rw+mQCczRQFGVyFcneI83a0UanUygLTNbWcJtNVVUefOgZ9u9vxGY18dCDt5GWlqBZPbOdVhfUno8xsQydMR7VM4prULb8Q8WgdQGRbsfhDu7dXE3HkGPysawEC/dsKmfdwiwNKxPBYE2dx2j7Htyj7XgcgxgsiVqXJIJoblkcB6oG6ex0MDjkIjHBFPIaHnn0FbZu249Op/CDH/wDZaXZIa9B+PkvqPUfyojRaIL22SiKHnPaCsbbd+Ls3oM5eZHWJc0KsoI0DTsOd3DnY5WnhSOAziEHdz5WyY7DHRpVJoJFb4rFnJAPyGTtaHRas7YGR/6ff6GK3/z2BQC++pVNXLF6bshrECdpfUHt+ZzahyT3RIaGBKRL5PWp3Lu5mrN9mQYeu3dztWy3RYHJZu3eo6g+r8bViGA7tVnb6w3d92tV1XF++MATAHzso1dxywcuD9nnFmc3Ojn/SJsLas/HnLwYdCZ8jl48Yy1alzMrSEC6RHua+t+1cnQqFegYcrCnqT90RYkZYU4oQGe04fOM4xw6rnU5IshObdY+fmIsJJ+zpaWXr3/zD7jdXq55Tzlf/MK6kHxecX7hNCDyTIrePHl5rav3HY2rmR0kIF2i7pFzh6NLeZ4IX4pOjzVlHiDN2tHo1GbtUGyzDQ3Z+de7HmF4eJz583O553sfQaeTl2KthcsFtedjTl0KgLNPAlIoyHflJUqPswT1eSK8WVPnA+AabsbrCp/BgiI4ApO1OzodDA3N3Mwrp9PNN775B1pb+8jMTOShH38SiyX0jeHi3VynXFAbo+EFtedjTvEHJNdAjUzVDgEJSJdoVVEyWQkWzrVLreA/zbaqKDmUZYkZYrAkYorLAfy9SCK6xMYayM21AjM3Wdvn8/HAj56k6uAJYmMt/PSh20lOjpuRzyUuXmB7zWZORacLzwPeelsWemsGqB5c/Ye1LifqSUC6RHqdwj2b/M27Z4akwL/fs6kcvS68Gv3EpbOecoGtqmo/eVkE17yyeADq6kZmpFn7f/73JV548SB6vY4H7v84RUXhuY0zW53cXguf4/1nUhTllG22So2riX4SkKZh3cIsHr51GZkJp2+jpdn0PHzrMpmDFGUsSXNQ9GZ8rlFcw61alyOCLDfXis2mx+H0cSLIzdpbtu7n94+8DMDX7/4AK1aUBPXji+kbdXQDEBtGE7TPxpSyDABX7wE57j/DJCBN07qFWez6+hr+fMfl3G49zoZDf+Dbhv0SjqKQojNgTSkD/KtIIrrodApzA5O1g9isvW9fPT9+8O8A3H7btWzcsDxoH1sEh9frwuHynzgO1wbtAFPyAlAMeB3deO1tWpcT1SQgBYFep7C6OIXPfOBqsoebOfbKTpz20BwXFqEV2GZzDjbhdWt7f5cIvmA3azc1dfGt7/wJr9fHjTcs5rN33BiEKkWwjU2sHoXLBbXno9NbJo/7O+W4/4ySgBREuYsWkZKfj3t8nJqdO7UuR8wAoy0Voy0dVB+OvmNalyOCLDbWQG5OcJq1+/tH+NrdjzI66mDxogK+9c0Pht3wQeEXaNAO9+21ADnuHxoSkIJIURQq1m8E4MDWzRpXI2aKNe3UZm3pAYg2k5O1p9Gs7XC4uOvrf6CjY4Dc3BT+7Ue3YjYbg1mmCKLRMB4QeTYnj/tXo3qdGlcTvSQgBdmidTej6PW0HT5M7/HjWpcjZoAluRRFZ8DrGMQ9KvftRZu8XNvJZu3mi98q9/l83PuDv1JT00p8vJWfPnQ7iYkxM1CpCIbTL6iNjICkj8lBZ0kDnxunHPefMRKQgiw2JYXS1VcAULV1i8bViJmg05uwJJcCYO+t0bgaEWw6nUJZ6aU3a//yVzt49bVqjEY9P/7RJ8nLSw12iSKIxp19p1xQm6h1OVOiKMrJVSTZZpsxEpBmQMUG/zbboee24/V4NK5GzIRAs7ZjoB6fR5a4o01ZWSwAHR0X16z91N/f4s+P7wLg29/6EBUVhTNRngiicL6g9nwm+5CkUXvGSECaASWXryYmOYWxgQHq3nxD63LEDDDGZGCwJIPPg6O/TutyRJDFxRoverL2m7uP8e8/8/cefvaOG1l7Y8WM1SeCJ3CCLVK21wJMyYv8x/3HO/HYZat/JkhAmgE6g4HF6/y3c8s2W3RSFOW0Zm0RfeZNzESqq79ws3ZdXQff+96f8flU1q9fxu23XRuCCsV0nXZBbYScYAvQGayYEv2XaMsq0syQgDRDAttsDW/tZqS3R+NqxEywJpeBosNj78E9Jn/H0SYvz4bNqsfh8NHcfO6ZV93dQ3zt7kewj7tYvnwOX7/r/RG1VTObBS6oVdARYw7PC2rP5+Q2m1w7MhMkIM2QlPwC8hZXoPp8HNqxXetyxAzQGa1YEucAMC6rSFFHp1MoC0zWrh0+63PG7E7u+vqj9PQMU1iYxgP3fwKjMTwvOhXvFph/ZDWnhO0FtedjSp24dmTgiBz3nwESkGZQxfoNAFRt3SrzcqJUYJttvL8W1Tv9ycsivASatdvbHQwPn/736/F4+d49j1NX10FSUgw/fehTxMVZtShTXKJI3V4LMMTkoTMng8+Fa0B+SQs2CUgzaP51azBZbfS3ttBSdUDrcsQMMMXlojfFo3pdOAYatC5HBFlcrPGsk7VVVeXn/7GF3buPYTYbeejHt5GVlaRVmeISBU6wxUZYg3aAoiiYJ1aRZKp28ElAmkEmm43y668H/KtIIvooioI1dT4gzdrRau7cOHyqyo53Ovh7ZRu7G/r481928dTf30ZRFL7/vY9QXp6ndZniInm8ThyuASDyTrCdKjAPSRq1gy/yNl0jTMWGjRzYspmaV3ay9stfwRwjE3WjjTV1HqPte3CPduBxDGCwyEpCNKkeGua/muoZcrthYpFQ53SSkJLMXR+7jGuuWaBtgeKSBKZnm4xxGA2RuzXqP+6vx2tvxzPehSFCtwvDkawgzbCcBQtJLSjE7XBw5KUXtC5HzAC9KRZzQgEA4z0yWTua7DjcwRf+VOkPR6fwmUwMzJ9H0sISjSoT0xXp22sBOmMMxoS5ALhkFSmoJCDNMEVRqNjoP/Iv22zRa7JZu+8oqs+rcTUiGLw+lXs3V3PW4xWKgoLCD7ZU4/XJAYxINBZhF9Sej0zVnhkSkEJg0U3r0On1tFcfoaepUetyxAwwJxSgM9rwecZxDh3XuhwRBHua+ukYcpzz7SrQMeTgqV1NeL2+0BUmpk1VfScnaEfBllQgILkGDqP65DRtsEhACoGYpGRKr7wKgANbNmtcjZgJiqLDmuKfamvvkWbtSDY65uH1Xb38/q/Hp/T8X/1uL7d/+m888KOXeXZzNU1N/fhkVSms2Z19qKrXf0GtMVHrcqbNEFuIzpSI6nXgGpBt/mCRJu0QqdiwkWOvvcrh555jzT99Hr3RqHVJIsisqeWMdVbiGm7G6xxBb47TuiQxRW63j8NHhtm7r58j1f6rRYZ0HjBf+H3jjHrGRx3sr2xjf2UbALGxJhYsyGDRwkwWlGeQm5uATifTtcPFqdtr0TD13H/cfynj7S/j7HsHc8pirUuKChKQQqR41WXEpqQy2tdL3Ru7mHftdVqXJILMYEnAFJeDa6SN8b4aYrNXaV2SOA+fT6WxcYw9+/p558Ag4+Mnt8lyc6y8b3kWTW+N0D3iPGsfkgJkJlh44r51tLYMcuhwF4cOd1JT3c3oqIu3327h7bdbAIiPMzO/PJ2FCzJYUJ5BXl6iBCYNTQ6IjIL+owBTij8guXoroex2rcuJChKQQkRnMLD45vW8+dijHNi6RQJSlLKmluMaacPeW0NM1goURXaxw01np4M9+wbYt7+f/v6T/RqJiUZWLk9i5YoksrP9x769GT7ufOzd91wFos09m8oxGfXMmZPCnDkpvO+95Xg8Phoa+jh0uJMjR7o4eqyH4RHnaYEpNtbEgvIMysszWLggg/x8CUyhoqoqoxP9R7HWdI2rCR5zSgWgwzPWine8B7018u6WCzeKKndghEx/SwsPf/yjKDodX/zbU8SnR883p/BTfR66q36P6nWSVLpx8vi/0NbwsJv9lQPs2TtAS+v45OMWi46lFYmsXJlESXHsWUPK9kMdfPWPVYxz8nRiVoKFezaVs25h1gU/t9vtpaGhjyPV3ROBqRun8/STjrExpskVpvLyDAryE9HrJVzPBKd7hOoTf0VBx+I5n4zIO9jOpW/Pt3APHSN+/uew5a7VupyIFz1fGREgOS+P/IolNFcd4OCObVx126e0LkkEmaIzYE2Zi737IPbeGglIGnI6vRw8NMTefQPUHB0h8KugTgfl5fGsWpHEwgUJmEznDyJLUhNZM57BkMnFLR/LISvRyqqiZPRTXPExGvXMm5fOvHnpfPCWhZMrTEequ/yB6WgPo2Mu9u5tZe/eVgBiYkzMn5fGggX+FaaCgiQJTEES6RfUno85dRnuoWM4e9+RgBQE0fXVEQEqNm6iueoAVVu3cOWtt6Ho5EUv2lhTy7F3H8Q52ITXbUdvtGld0qzh86kcqx1h774BDlQN4XKd7CsqLLSxckUSy5YmERc79Ze+Y3WjKChcXpTKLctzp12jwaBj7tw05s5N45YP+ANTY1M/R450caS6i5qabsbGXOzb38a+/f6mb5vNyPz56Swoz2DBggyKCiUwXarRif6j2Cg43n8mc+pSRhv+jKv/EKrPjaKTw0DTIQEpxOZdcy3P/eynDLa301x1gIKly7QuSQSZ0ZaCMSYD91gXjr5jxGQu1bqkqKaqKq1t4+zdO8C+ygGGhz2Tb0tNNbFyRRIrlyeTnj6FI2lnUVs7CkBpaWxQ6j2TwaCjrDSVstJUPvD+BXi9Ppqa+jl8pIvq6m5qarqx293s39/G/onAZLUaJ1eYFpRnMGdOsgSmKYqmAZFnMsQVoTMl4HMN4Ro8hjl5odYlRTQJSCFmslpZcMONvPPsMxzYslkCUpSyppbjHuvC3luNLWNJVBwlDjf9/S727R9g774BOjpPDnS02fQsX+Zvti4qtE3rv73Pp1Lf4A9Ic2coIJ1Jr9dRUpJKSUkq73/fRGA6PkB1dReHj3RNBqbKd9qpfKcdAIvFwPx56ROBKZ05c1IwGCQwnSlaLqg9F0XRYUpZgqPjVVx970hAmiYJSBqo2LCJd559hqOvvMxNX/4qljiZlxNtLMkljLS8jtcxiHu0A1NcttYlRYXxcS/vHBhk774B6upHJx83GBQWLUxg5YokyufHBS0ctLWNY7d7sZh15OVps1Wq1+soKU6hpDiF924qx+v1ceLEwGTTd/XEltw7B9p558BEYDIbmHfKClNxsQQmYHJ6ttkYH9EX1J6POWUpjo5Xcfa+Q1zpJ7UuJ6JJQNJA9vz5pBUV0dPUxJGXXmT5+z+gdUkiyHR6E5bkUsZ7a7D3VktAmgaPx0d1jb+v6NDhITyekwdvS0tiWbkiiSUVCdhswX85q63zh7Di4lj0+vBYBdTrdZNjBTZtnI/X66O5eXCi6bub6uouRsdcHKjq4EBVBwBms555c9MpnzgpV1ycgtGo1/hPEnrRvL0W4D/ur+AZPYHX0YfekqJ1SRFLApIGFEWhYsMmXvyvX1C1dbMEpChlTS1nvLcGx0ADvryr0RkurQdmNlJVlabjdvbuG6DynQHGxk4ei8/MtLBqRRIrlieRnGya0ToCAamsLDTba5dCr9dRVJRMUVEyGzfMx+dTaW4Z9Dd9T6wwjYw4qTrYQdVBf2AymfTMnZs2OVagtGR2BKbJ+9eiOCDpTPEYE0pwD9Xh7DuALed6rUuKWBKQNLJw7U3s/O9f0XH0KF319WSUlGhdkggyY0wGBmsynvF+HP112NKlH+BCenqc7NnXz959A/T2uiYfj483sGJZEitXJpGbYw1JT5fXe7L/qCxE/UfBoNMpFBYkUViQxIb18/D5VFpaBk9uyVV3MTzi5NChTg4d6gTAZNRTVpY6uSVXWpqKyRRdgenUC2qj8QTbqUwpS/0BqfcdCUjTIAFJIzFJSZRdeRVHX32Fqm1bWPsvX9a6JBFkiqJgTS1npGUX9t4jEpDOYXTUw/53/M3Wx4/bJx83mXQsqfD3FZWVxoV8i6u5xY7T6cNm05OTHbn9KjqdQkFBEgUFSay/eS6qqtLSOjTZ9H3kSBfDw04OH/H/O4DRqKOsLI0F5f7G77LStIgPTCcvqDVjNiZoXc6MMqcuZazxr7j6q1B9XhRdZP/daUUCkoYqNm7i6KuvcPi5Haz5p89jMM3sdoEIPWvKXEZa38Rj78U91oMxRsb/A7hcPg4fGWLPvgGqq4fxTYwrUhSYNzeOVSuTWLwoAbNZuxf2yeP9JWefsB2pFEUhPy+R/LxE1t3kD0xtbcMTYwX8gWlwyDG5RcffDk2OIghcjVJWlorZHFk/Pk72H6VH/alSY3wxijEO1T2Ce6gWU9J8rUuKSJH1FR5l5qxcRVxaGiM9PdTuep3yNbIUGm10BguWpGIc/XXYe6tJiLlG65I0Ezgyv3fvAO9UDeJwnBzimJdnZdWKJJYvSyI+PjyG29XWjQCRtb12KRRFITc3gdzcBNbdVIaqqrS3D3NkYoWpurqbgYFxqmu6qa7p5okn/YGptCSFBRM9TPPmpoV9YJq8oDbKt9cAFEWPOaUCR+cunH2VEpAuUXh/RUc5nV7P4pvX88ajj1C1dYsEpChlTS3H0V+Ho7+W+NwrUPThEQBCpaNjnD17B9i3f4CBwZOXwyYlGVm5IpmVK5LIyrRoWOG7uT0+GpvGACgrm11jOBRFIScngZycBNbe6A9MHR0jk1ejHDnSRf/AODVHe6g52gNPHsag11FcksKCiRWmuXPTsFjC58eL/4LaiQnaUdygfSpzylJ/QOp9h7iST2hdTkQKn6/gWapiw0beePQRGvfuYairk4SMTK1LEkFmistBb47H6xzGMdCANXWe1iXNuKEhN/sqB9i7d4DWtpOXw1qtOpYuSWTVimTmzIkJ262r48ftuN0qcXEGMjNm9+lDRVHIzo4nOzueG28oRVVVOjtHOVLdyZEj3Ryp7qKvz86xYz0cO9bDU38/jF6vUFKcQvnE1Sjz5qZhtWr3i4HLM4LHO46CDps5VbM6QsmUsgQAz0gTXucAenOStgVFIAlIGkvKzqFg2TJOVFZycNs2rv70/9O6JBFk/mbt+Yy2vY29tzpqA5LT6aXq4BB79g5wrPbk5bB6vcKC8jhWrkhm4YJ4jMbwH1h46vZatPerXCxFUcjKiiMrK44brvcHpq7u0YkTct0cPtJFb+8Yx2p7OVbby9+fPoJOp1BcnDLZ9D1vbho2W+h6LgPbazZLatRdUHsuenMihrhiPCMNuPoOYM2+TuuSIs7s+EoJcxXrN3KispKq7Vu56vZPyQW2UciaMp/Rtj24RzvwjA9gsEbHb3Ne78TlsHsHqDp0+uWwc4piWLkiiaVLE4mNiayXmsn5R6Wza3vtUiiKQmZGHJkZcVy/xj+upLt7dPKEXHV1F909Y9TV9VJX18vTz1Sj0ynMKUqevBpl3rx0YmJmLjCNzoL5R2djTl2KZ6QBZ+87EpAuQWS9akWpeddex3M//3eGOjo4XllJ0YoVWpckgkxvisGcWIBz8Dj23mri867UuqRL5j8mfvJy2JGRk5fDpqWZWbXSP8QxLTUyt6ZcLt/kuIFob9CeKenpsaxJj2XNdcUAdPeMUj0xh+lIdRddXaPUN/RR39DHM89Wo1MUioqS/IFpQQbzgxyYxhz+eU8xlvSgfcxIYE5dynDjk7xZ147b20J6vI1VRcnow3RrO9xIQAoDRrOZBdffSOUzf6dq62YJSFHKmlqOc/A4jr5jxOVcHnGzSfr7XezdN8Deff10djknH4+N0bNsWRKrViZRkD+9y2HDQUPjGF6vSlKikdRUGb0RDOlpsaRfE8u118wBoKdnjCPVJ8cKdHaN0tDYT0NjP89urkFRoKgwefJqlPnz04mNvfjA7fWp7G7opLLRQZLVxPz82RWQXmqO4543Pkq30wZ7DwKQlWDhnk3lrFuYpXF14U9RVVW98NPETGs/WsPv7vhH9CYTX3r6Waxx8VqXJIJMVX30HHwEn9tO4pybsCSH//R0u93DOweG2Luvn/qGscnHjUb/5bCrViYxf1582NxTFgzPbG7nhRe7WbUyidtuLdC6nFmhr29sctL3keouOjpGTnu7okBhQdLkWIHy+enExZ0/MO043MG9m6vpGHJMPjabwsGOwx3c+VglKipw8vsz8E8P37psVvx3mA4JSGFCVVX+59O3091Qz01f+VdW3PJBrUsSM2Ck9S3GOvdjis8nuWyT1uWclcfj40j1MHv3DXD48DAer/8lQlH8QxNXrUyioiIRqyWyVsCm6if/XsvxE3Zu/UQ+l69K1rqcWam/335yrEB1N+3tw6e9XVEgPz+RBROn5ObMSSY15eSpyJPh4HSzIRyoqg+P18vVD75K57DzrM9RgMwEC7u+vka2285DttjChP8C2w288Iv/oGrrFglIUcqaNp+xzv24hpvxOofRm8NjpVBVVRqbxiYuhx3Ebj95OWxWlmWyrygpMbq3nMbHvZxonug/KpH+I60kJ9u4+qoirr6qCICBAfvkCbnq6m5a24Y4cWKQEycG2bb9GOC/HiUjI46MzFgeH3G8KxwBk2sp926u5sbyzGmHA1VVUfGhql5U1YdP9aKq3sn/f+pj5/5nLz7Vd45/9j/3wv988mOCyuF2E53D5w73KtAx5GBPUz+ri1Om9d8gmklACiML165j58O/orP2GJ11tWSWlmldkggygzkBU1wurpFW7L1HictZpWk9Xd2Oib6iAfr6Tl4Om5BgZMVy/7yinJzIvYfsYtU3jKKqkJpqIjk5usNgJElKsnHllYVceWUhAIOD4xyp7qa62h+Y2tuHcbt9tLYOUdM7xnDOuU8fBsLB5sqdrCiwTQSL8wQUzh9QwtHA+NROQnePOC78pFlMAlIYsSUkUHb1e6jZ+RJVW7aQ+ZWval2SmAHWtHJcI62M99UQm70CRQntWIfRUY9/iOO+AU6cOHk5rNkcuBw2mbLS6Lp/bKrq5Hh/REhMtHLlFQVceYW/R8zr9dHTO0ZHxwjPVrVTW9N1wY/R3NdJQWKwA4KCTtGjTPxPp+im8M96FEV3yvud659PPvfkP5/+nMDHtTMEL++7YLXpceE1wT7cSEAKMxXrN1Cz8yUOv/Ac13/+CxjMkXlUWpybJbGIYb0Zn2sU13AL5oSZbwT2+VSOHhth91t9HDw0jHeir0ing/nz4lm5wn85rMk0u2dwnZx/JNtrkUSv103OYnLEmfndFAJSSWYJGUl6FHRTCjBTCSjhcoLz8jlmshIsdA6dfasx0IO0qkh67M5HAlKYKVqxkvj0DIa7uzj2+mssuOFGrUsSQaboDFhT5mLvPoi9p3pGA1J/v4vdb/fx1tv9DAycvActL8/KZSuTWb4skbi42XU33LmMjnloa/dfiyIBKXKtKkqeUji4adGqqG1Q1usU7tlUzp2PVaLAaf8dAn/iezaVR+2fP1gkIIUZnV7P4vUb2PX7/6Nq6xYJSFHKmlaOvfsgzqHjeN129EZb0D62x+Pj0OFh3tzdx9FjJ6/8sNn0rFqRxOrLU2ZVX9FU1df7+48yMy3Ex0tojFSnhgNU1X/kbcJsCgfrFmbx8K3L3jXqIHMWjTqYLglIYaji5vXs+v3/0bR/H4MdHSRmyRdytDFaUzDGZOAe68LRd5SYzGXT/pgdnQ527+5jz95+RsdONo+WlcZyxeoUKhYnRMQ9aFqR7bXosW5hFj+8MYUHnmtkVEmYfHy2hYN1C7O4sTyTPU39dI84SI+zyCTtiyABKQwlZmdTuHwFx/fv4+D2rbzn/31G65LEDLCmluMe68LeU4MtY+kl9S84nV4q3xnkzd19NB0/2XCdkGDk8suSWX1ZMqkReuVHqElAii7Fvhpud/wXutIPUHL1p2dtONDrFDnKf4kkIIWpJRs3cnz/Pqq2beWq2z+NTh+dQ/lmM0tyCSMtu/A6B3GPdmCKy57S+6mqyokTdt58q4/9lYM4nf4LYnU6WLgggdWXJ1M+P7qmW8+04WE3nZ0OFAVKZP5RVGit24cOlesWl7BsSY7W5YgIJAEpTJVdfQ2W2DiGu7o4XrmfOSu1nZcjgk+nN2FJLmW0p5rXDh5mLEY972+5o6Me9u7r5823+unoONlTkJZq4orVKVy2Kll6Zy5RYPUoJ9tKbIy8LEY6r9dNW+MBAPJKpr99LWYneSUIU0azmQVr17L/qSep2rJZAlKUeq03g/u2DdM97gYOAKffF+XzqdTWjfLm7j4OHhyavPbDaFRYuiSRKy5Pobg4JmyOF0cq2V6LLt0tR3G7xrHYEkjNCv87D0V4koAUxpZs2Mj+p57k2OuvYR8awpaQcOF3EhFjx+EO/uWJJlRO3z7tHHJw52OV3LFwDs4Glb7+kxOu83KtrL48hRXLE7HZ5Ns3WGrr/JejlkpAigotdfsByC1ZhqKTgwni0sgrbBjLLJtLRmkpXXV1HHnheVZ+6MNalySCxOtTuXdz9cR8ktNXf9SJ//PowRNc78zAZtWzckUyqy9PJi83eOMAhF9/v4veXhc6nfQfRYuWev8U6byS5RpXIiKZROswV7HBf+P7ga1bUNWzjT0TkWhPU/9ps0neRQGHzsuKmxL54Q8W8pEP5Uo4miG19f7ttfw8G1aLHIaIdD6vZ7L/KLd0hbbFiIgmASnMLbxxLXqTie76Ojprj2ldjgiSrqGxKT0vOds066//mGm1tbK9Fk26Wo/idtqx2OJJk/4jMQ3yyhvmrPHxzL36PQBUbd2icTViOlRVxTXaxdDxlzF175zS+8hlkjNLVVW5oDbKtNT5t9dyS5ZL/5GYFvnqiQBLNvq32Q6/8Dxup1PjasTF8nkcjHVV0Vf9F/qPPsF4bzUVKWOk27yc6+yZgv80m1wmObN6e10MDLrR6xWK58RoXY4Igtb6iQbtYjneL6ZHmrQjQOGy5SRkZjLU2cmxV19h4dqbtC5JXICqqrhGWhnvqcYx2Aiqf5gjih5LUjHW1HLutej4/B/ffZmk/9+UWXFflNYCx/sLC22ylRkFfF4PrQ3vAJAn/UdimuQVIQIoOh2L128AZJst3HldI4y276X30B8YqH0Wx0A9qD4MtlTi899DesWnSZxzI+b4HG5e5L9MMjPh9G00CyP8+4fmzZr7orQUON4v84+iQ3frsZP9R9mlWpcjIpysIEWIipvX8/rv/o/jlfsZaG8jKVtG54cL1efFOXQce081ruHmyccVvQlrchnW1HKMMWlnfd8zL5Pc8eLPcfW9SZzrS0BxiP4Es5OqqqcMiJT+o2gQON6fUyzzj8T0SUCKEAmZWRStWEHT3r1UbdvKtZ/5rNYlzXqe8X7svTU4+o7h84xPPm6Ky8GaOh9LUjGK7sLfYqdeJhlrX8Wft7zBG/u3csMVH5mx2gV0djkZGfFgNCoUFsoIhWgQGBAp14uIYJCIHUGWTMxEOrh9Gz6vV+NqZief14W9t5q+mifpPfJn7F0H8HnG0RltxGQuI3XhJ0ie+36sKXOnFI7OdNmStRj0Rlo66mhul7EOMylwvH9OUQxGg7wURjqf10PbRP9Rbon0H4npkxWkCFJ29Xuwxscz0t1N0769FF92udYlzQqqquIe62K8twZHfx2qzz3xFgVzYgHW1HLMCQUoyvR/yMbaElgy/2r2Hd7Jrv1b+Xj23Gl/THF2sr0WXbrbanE5xzBb40jLkf4jMX3ya1MEMZhMLLhxLQAHtmzWuJro53OP+4/nH3mc/qNPMt5bjepzozcnEJuzmrTFt5NUsgFLYlFQwlHAVSs2AvD2gedxe1wXeLa4FD6fSt3EBO2yMmnQjgaT84+Kl6HTyUR0MX2yghRhlmzcxL4nn6B21+vYBwexJSZqXVJUUVUV13CLf7XozOP5ySXYUssxxmahKDN3/L68ZCVJ8WkMDPdQVbOLFYvWzNjnmq3a2sex272YzTry86T/KBq01p8cEClEMMgKUoTJKCklc+48fB4Ph59/TutyoobXOcJo+x56Dv2BgbrNpxzPTyM+/xr/8fyiGzDFZc9oOALQ6fSsXnozALv2b53RzzVbBbbXSopj0etl1lSk8/m8tDYcACCvVAKSCA4JSBGoYoN/JtKBrZvlAttpUH1eHP319NdupufQo4y278XnGkHRm7GlLyKl/COkln8EW/pCdAZzSGu7crn/7/hI3dsMDPWE9HPPBrW1/oAk969Fh57WY7gco5itsaTllGldjogSEpAi0MIb1mIwmehpbKTjaI3W5UQcz3g/wy276D74ewYbn5ucXWSKyyGh6EbSKz5FfP57MNrOPrsoFDJS8ygtqEBVfex+Z7tmdUQjr1elocEfkOZKQIoKLRPXi+RI/5EIIglIEcgSF8fca64F4IBM1p4Sn9eFvaeavponJo7nV6F6HOiMMcRkLid14a0Tx/PLLul4/ky4coV/FemN/VtlpTCIWlrsOJw+bDY9OTlWrcsRQRBo0M6T/iMRRBKQItSSDf6TTtUvvoDb4dC4mvCkqiqu0U6Gju+kp+p3DJ94GfdYF/7j+UUklmwgbfFtxOVejsGSoHW577Ji4RrMJitdfS3UNx/SupyoceyU/iOd3HUX8fz9RxP3r0lAEkEUHr8qi4tWsHQZiVnZDHa0c/SVl1m07matSwobPvc4433HGO+txuMYmHxcb07AmlqONXUuemP439xuMdtYvvA63qzcxhv7tlBasFjrkqJCXZ0c748mPW21uByjmCyxpOXK3DARPLKCFKFOvcBWttlAVX04h5oZaNhB98HfM9L6hj8c6QxYUuaSPPcDpC78BLFZyyIiHAVctdy/Urj30E4cTrvG1UQ+t8dHQ6P0H0WTwPUiucVLpf9IBJWsIEWwipvX89r//Q/NB96hv7WV5NxcrUsKOa9zGHvvUcb7avC5RicfN9jSsaXNx5JUGvITaMFUWlhBekou3X2t7D/88uTpNnFpThy343arxMUayMy0aF2OCIIWmX8kZoisIEWw+IwM5qy6DICqbbNnFUn1eRnvr6O/9ll6Dv2BsY69+FyjpxzP/yip5R/Glhb64/nBpijKZCh6Q2YiTVtg/lFpaeyMz7MSM8/n89LWUAlAXqncvyaCSwJShAs0ax/cvg2fx6NxNTPLPd7HcLP/eP5Q4/O4hluAsx3PT9W40uBavfRmFEVH7fEDdPW1al1ORKut819QWybba1Ghp60O57i//yhd5h+JIJMttghXeuVVWBMSGO3tpXHvHkpWX6F1SUHl87pw9Ncz3ls9cQLNT2eMwZo6H2vqPAzm8DuBFkzJCeksKF3F4dq3eHP/Vj6w9nNalxSRXC4fx4/7+7jkgtroELheJGfOEnR6+XEmgktWkCKcwWRi0dp1QPQ0a/uP53e8+3i+osOcOIekwPH8nMuiPhwFXLnMv8325jvb8fm8GlcTmRqbxvB4VRITjaSlmbQuRwRBoEFbrhcRM0EidxSo2LCRPX/7C3W7XmdsoJ+YpGStS7okXrcdR98x7L01eE89nm9JxJY6H0vKPPTG2Xmx6JL5V2GzxjEw1E11/V4Wll2udUkRp7b25Paa9B9FPv/8o4n+oxLpPxLBJytIUSC9uJis+fPxeb0cfi6yLrD1H88/wUDDDnoOPsJI65t4HQMoOgPWlHn+4/kLPk5M5rJZG44AjEYzl1fcBEiz9qWqrZ+YfyT9R1Ght70e5/gIJnMM6TL/SMwAWUGKEks2bKKjpoYDW7ew6qMfC/vfkD3OYcZ7axjvPYrPffJ4vtGWjjWtHEtyKTq9bIOc6srlG9j51hO8U/M6o/ZhYm3xWpcUMcYdXpqbpf8omgSuF8kplv4jMTNkBSlKlF9/Awazmd7jTbRXH9G6nLOaPJ5/7Bl6D/2BsY59+NyB4/mLSSn/KCnlH8aWtkDC0VnkZ5eRl1WKx+NiT9ULWpcTURoaRvH5IDXFRHKyfG1Fg8AFtTL/SMwUCUhRwhIby/xrrwPCr1nbbe9juPl1uqt+5z+eP+I/qm6KyyVhztqJ4/lXR93x/GBTFIUrl60H4I1K2Wa7GLVyvUhUUX0+mX8kZpwEpChSsWETANUvvYhrfFzTWnxeF/aeI/TV/I2+6sexdx9E9TrRGWOIyVpB6qJPkjz3fViTS1F0sjw+VZctuQm93sCJtqO0dNRrXU7EmBwQWSLba9Ggp6Meh30Yo9lGRu48rcsRUUoCUhTJX7KEpJwcXHY7NS/vDPnnV1UV10gHQ00vTRzPfwX3WPfJ4/mlG085ni/9M5ciLiaRJfOuAmQVaarGxjy0tfl/YZAG7ejQWifzj8TMk4AURRRFoWK9f7J2KK8e8brtjHVW0nvkT/Qfe4rxvqOoPg96SxJxuVeQtvh2kkpuxpxQgKLIl9x0Ba4eeeud5/B43BpXE/7q60dRVcjMMJOQYNS6HBEEgf4jOd4vZpJE7yiz6Ob1vPq/v6Wlqoq+5mZS8vNn5POoqg/XUDP23hqcQ8dB9QGg6AxYkkqwppVjjMkM+9N0kWhB6WUkxKUyNNJL1dE3WL7wWq1LCmvHJu9fk+21aKD6fLTWB/qPpEFbzBz5dT7KxKelzegFth7nMCNtb9Nz8FEG6rfiHGwE1YcxJoP4gmtJq/g0CUXXY4rNknA0Q/R6A6uX+qenyzbbhdXVyfyjaNLbUY/DPoTRbCM9T/qPxMyRgBSFlmz0N2sf3L49KBfYqj4P4321ZxzPH5s4nl9ByoKPkTL/Q3I8P4SumthmO3RsN4PDvRpXE76Gh910dDoAKC2RgBQNAttrOUUV6PWyZSpmjmyxRaHSK67ElpjIWH8f9W+/RdmVV13Sx3HbexnvrWa8rxbV65x83BSfhzV1PpbEOSg6fbDKFhchM62A4vxFNDQfYveBHdz8nlu1Liks1U1Mz87JsRAbKy930SAwIDJXjveLGSYrSFFIbzSy6Cb/FkzVls0X9b4+jxN7z2F6q/9GX/VfsHcf8h/PN8WePJ5f9t6J4/kSjrQUaNZ+Y/9WVFXVuJrwNDn/SPqPosJp/UcyIFLMMPmVKkpVbNjI2395nGO7d7PznUZGFDPpcRZWFSWj153eG6SqKu7RDuy9NTgG6sE3sS2n6DAnFmFLnY8pPk9OoIWZlYuu5/EtP6ez5wSNLYcpzl+kdUlh59QLakXk6+1s8Pcfmaxk5M/XuhwR5SQgRam0ojkMVdzAVuN8/ucvNZOPZyVYuGdTOesWZuF12xnvPcp4bw1e5+Dkc/SWJGyp5VhT5qIzWjWoXkyF1RLD8oXXsfud7byxf6sEpDMMDLjo6XWhKFBSLAEpGrTU+fuPsudI/5GYeRKQotSOwx38NXYVnLHz0jnk4M7HKnnoergqufn04/nJpVhTyzHGZMgJtAhx1fKN7H5nO3sOvshHN3wJs0kCbUBgey0/z4bVKtvB0aC13t9/JPOPRCjInkkU8vpU7t1cDShwRtBRARWVh9704PUFjudf5z+eX7gGU6zMLookZUVLSEvOxuG0U3nkFa3LCSu1crw/qqg+Hy0y/0iEkASkKLSnqZ+OIcd5nqHQNW6gKfbmieP55XI8P0IpisIVy042aws/VVWprZvoP5ILaqNCX2cjjrFBDCYLGfnlWpcjZgEJSFFGVVWO1UztEtM+p3mGqxGhcMWym1EUhaONlfT0t2ldTljo7XMxMOBGr1eYUxSjdTkiCFomttdyipZI/5EICQlIUWK0r4+3/vwnfvPJT7D34Z9N6X3S4ywzXJUIhZTETOYX+3syXt3ztLbFhInA9OyCfBtms/QfRYNAg7Zsr4lQkSbtCOb1eKh/8w2qtm2l/q3dqF4vALlmC4mKi0H17NtmCpCZ4D/yL6LDmtUfprp+Lzt3P8ENV3yExPg0rUvSVH2DPyCVyPTsqKCqKq0TE7RzpUFbhIgEpAjU3dhA1dYtHH7+OeyDg5OP5yxYQMX6jcxfcz1Lj49w52P+hsZTD7IF2q/v2VT+rnlIInJVzLtycrL2sy/9H7d94Otal6SphsYxAEqKZXstGvR1NjI+0X+UKf1HIkQkIEWI8ZFhql98kaptW+g4enTy8ZjkFBbdtI6K9RtILSycfHzdwlgevnUZ926uPq1hO9Wkct9HlrNuYVYoyxczTFEUPrTu8/z4N3eya/8W1l71MTLTCrQuSxMDAy76+vzzj6T/KDoErhfJLqpAb5D+IxEaEpDCmM/r5Xjlfqq2buHY66/hdbkA0On1lF55FRXrN1J82WXoDGf/a1y3MIsbyzPZ09TP4dfeYmDb0yzNsHDjwo2h/GOIECktrKBi3lVUHd3F31/4DXd+/Idal6SJ+gb/6lFerhWLRfqPokFge02uFxGhJAEpDA20tVK1fRuHtm9nuLtr8vH0OcVUbNjIghvXEpOUNKWPpdcprC5OYVna1Wz7+28YafQw1HSchKLCGapeaOmWtZ/j4LE32H/4ZRpbqpmTN/u2IwL9R8UyPTsqqKpKSyAgyQW1IoQkIIUJ1/g4R199haqtW2g+8M7k45bYOBbceCMVGzaSWTb3koc4muPjyVq1kvY3d9O8cyeL/vH/Bat0EUZyMotZvfRm3qzcxlPP/Yp//cf/nHWDP6X/KLr0dzYxPjqAwWghM3+B1uWIWUQCkoZUVaXt8GEObN1Czcsv4bLb/W9QFOasWEnFho2UXXU1BnNw5hXlrVlD+5u7aXnlFRZ+6nYUvWw/RKP33fAZ9hx8kaONlRype5uFZZdrXVLIjIx66Oz099wVz5EVpGgQmH+UXbRY+o9ESElA0sBIbw+HntvBwW1b6Wtunnw8KSeHxes3sPimm4nPyAj6581cuRJjbCyOvj56Dh4kfenSoH8Oob2UxEyuu/wWXtj1OE8+9zDlJavQ6WbHyLPGie21rEwLsbHy8hYNTs4/ku01EVryChIiXrebujd2cWDrFhr3vI3q818Sa7RYmH/tGio2bCCvYsmMbofojUZy3/MemrZto/mlnRKQotiGa29n197NtHTU8faBFyBhBd0jDtLj/POvonXEQ6BBW7bXooOqqrQ2BOYfSYO2CC0JSDOsq77OP7PohecZHxqafDx30WIqNmxk/nXXYbaF7sU8//o1NG3bRtubb7LE8QUMFpmmHY1ibQmsu+ZWfv3cK/y/J4YY9701+basBAv3bCqPylEP9Y3SoB1N+ruasI/0YzCapf9IhJwEpBkwPjzM4Reep2rrFrrqaicfj01NZfG69Sy+eT0p+fma1JY8bx4x2dmMtbfT/uab5K9Zo0kdYub5Eq/loJpy+qRQoHPIwZ2PVfLwrcuiKiSNO7y0to4DUCwrSFEhsL2WXbQYg1Eu1BahJQEpSHxeL0379lK1bSu1r7+G1+0GQGcwUHbV1VRs2MicFSvPObMoVBRFIf+666j54x9p3vmyBKQo5fWpPLA9cGnx6dtp6sQj926u5sbyzKjZbmtqGkNVITXFRFKi/DCNBoEGbbleRGhBAtI09be0ULV9K4d2bGekp2fy8YzSUirW+2cW2RISNKzw3fLX+ANS94EDjPf1YU1J0bokEWR7mvonJqifPfyoQMeQgz1N/awujo6///p62V6LJqfevyYX1AotSEC6BC67nZqXd1K1fSstVVWTj1vj41m49iYWr99AZmmZhhWeX0xWFinl5fRVV9PyyiuUffCDWpckgqx7xHHhJ13E8yKBzD+KLv3dx0/pP1qodTliFpKANEWqqtJysIqqbVupeXkn7nF/r4Oi0zFn1WVUrN9A6ZVXYTBFxtJ+3po1/oC082UJSFEoPW6KzfeubiBnRmsJBZfLx4kT/jliJbKCFBVaJ/qPsgoXSf+R0IQEpAsY7u7m0I7tVG3fykBr6+Tjybl5VGzYwMKbbiY+LU3DCi9N7tVXcfC//5uhpiYGGxtJnDNH65JEEK0sTCLJ6mVgXMfZt9lUzAzz7N8foP7Qcm66+uMsKL0sYqdun2i24/GqxMcbSE2VH6bRINB/lCf9R0IjEpDOwuNyUbvrdaq2baVp757JmUUmq435a9ZQsX4juYsWRewPEwBTXByZl11G+xtv0LJzpwSkKFN59FkuT32N7S3vbsJXABWFDYXdjLbqqGnYR03DPnIzS7jp6n9g5eIbMegj66UhcP9aSXFsRH9fCj9VVU8ZECn9R0IbkfUqOINUVaWztpaD27Zy+IXncIyMTL4tv2IJFRs2Mu+aazHZbBpWGVz5a66j/Y03aH75FRZ8+tPo5OqRqFDd+AqvV/6Bknj42jU+/nggZqJh2y9zcg7SBnoHPsqLb/yF1/dtprWznv/923089fyvueGKj/Cele/DaomMfp6GyQGRsr0WDQa6T2Af6UNvMJFZIP1HQhuzPiDZBwc5/MJzVG3dSndD/eTjcenpLL55PRU3rycpJ1fDCmdO5ooVmOLjcQ4M0HPgABnL5Te1SHe8/QDPvfkrAJbP38S1K97LnTep7GnqP+sk7dSkLD628ctsuv7/8erbT/PS7r8xMNTN37b/F1t2/o5rLns/16/+CEkJ4buN7PWqNDb5A5LMP4oOk/evFS7GYAzOXZRCXKxZGZB8Hg8Ne97m4Lat1L6xC5/HA4DeZGLuxMyiwuUron5FRTdx9Ujjli0079wpASnCdfU18uyrD+FTvcwrvIprlt8GgF6nXPAof4w1nvXX3saNV32Mtw48x3Ov/4nOnhPseO2PvPDGX7isYi2rl65jTt5CzKbwmr7e0mrH5fJhs+nJygyv2sSlCWyv5cr2mtDQrApIfc0nqNq2lUM7djDa1zv5eObceVRs2MCCG27EGhevYYWhl7/mOhq3bKH9zd247XaMUbSFOJsMjnTy1M77cXsc5Gcu4qYrvoiiXPwFtUaDiatXbOLKZRs4eOxNnnv9j9Qdr+LNym28WbkNvU5PQc48SguXUFpYQWnhYmKs2n7PBO5fK54Tgy5Khl7OZqfNP5IGbaGhqA9IzrExqne+xMFtW2k9fGjycVtCIgtvuomK9RtJLy7WsEJtJc2dS2x2NqMTV48U3HCD1iWJi2R3DPHkS/dhdwyRllTIe6+5G4PeOK2PqdPpWDL/KpbMv4rGliO8/NaTHG3Yz8BwD40tR2hsOcJzr/8RRVHIzphDWUEFpUVLKCusIDE+tNtxDac0aIvIN9DTzNhwL3qDiaxC6T8S2onKgKT6fDRXHaBq21aOvvIyboe/QVXR6ym+7HIqNmykdPUV6I3T+yESDRRFIW/NGmoee4zmnTslIEUYt9vB33c+wOBIJ/Exadyy5juYTcFdBZyTt4A5eQtQVZXegQ7qjldRe/wAdcer6Optpq2zgbbOBl5++ykA0pKzKS1cQtnEKlN6Su6MnSzz+dRTBkRKQIoGrXX+/iP//CPpPxLaiaqANNTVycHt2zm4bSuDHe2Tj6cUFFCxfiML195EXGqqhhWGp/w111Hz2GP0VB3E3tuLTf4bRQSvz8Pm139KZ189FlMsH7z+u8Takmbs8ymKQlpyNmnJ2Vyx7GYAhkb6qT9RRW3TAepOVNHSUU9Pfzs9/e28WbkNgIS4FEoKFk8GptzMYnS64PT3dXQ6sNu9mEw6cnOtQfmYQlstk9tr0n8ktBXxAcntdFL7+qv+mUX79oHqv7rcZLOx4IYbqVi/gezyBTIb5TxiMjNJWbCAviNHaH35Fco+/CGtSxIXoKoqL771a5raKjHoTXxgzbdITgj9ROyEuGSWL7yO5QuvA8DuGKWx+bA/MB2voqm1mqGRPvYffpn9h18GwGqJpTh/EWVFFZQWLqEwZx5Gw6UNdwzMP5pTFINeL9/jkc4//2hiQGSp9B8JbUVkQFJVlY6jNVRt28qRF1/AOTo6+baCZcuoWO+fWWS0yImWqcq/fg19R47QvHMnpR/6oATKMPdm1eMcbtiJoujYcPVXyU6bq3VJANgssSwsu5yFZZcD4HY7aWqtpvZ4FXXHq2hoPsS4Y5TDtbs5XLsb8DeGF+UtoKywgtLCCorzF2Ixn/+4vtfnH13wzDvt9OqczJmTMeN/NjHzBnta/P1HeqPMPxKaC5uAFHjBO9usloDR/n6OPP8cVdu20NPUNPl4fEYGFes3sHjdehKzs0NdelTIueoqqh7+b4ZPnGCosZHEWdy4Hu6qap/jrUNPAHDDZZ+lJG+lxhWdm9FopqxoKWVFSwHwej20dNZTNxGY6o4fYGRskNqmd6htegcAnU5PflbpxCm5JZQWLCYu9uTW4Y7DHdy7ufrk8Esz1O8dRpcL6xZmhfzPKIInMP8oq3ARxjAbJyFmH0VVJ/akNPSuFzwga2La7zX5MRx77VWqX3qR45X7J6/9MJhMzL3mWirWb6Rw2TIU3cUfaRane/uBH9G2axcl738/iz97h9bliLOoa36bza/9BFX1sXrxR7ii4qNalzQtqqrS2XOCuhP+wFTbdIC+wc53PS8rrZDSwgoGDIv52Ru+d7098KvUw7cuk5AUwbY+8m2O7t/O5evu4Mr1d2pdjpjlNA9IOw53cOdjlZy1CFXlxrqnKeypnnwou3wBFes3UL7meixxcSGrczboePttdt/7A8xJidz86KNRPygz0rR1H+WJF+/F43WxqOQGbrz8n6JyK7R/sGvipJx/ham9279arKoKu9Qv4iSOs13Aq+C/RmXX19e8a/VZhD9VVfnN99YxOtTDh7/43+SXrdK6JDHLabrF5vWp3Lu5+uzhaMKbBWtYkeBh0fVrmL/mepKyQ9+IOltkLF8+cfXIIN2V75C5Upokw0XfYAtPv/wjPF4Xc3JXcMNln43KcASQnJjBZUvWctmStQCMjA1Sf+IgOw4c46WD5x5KqQIdQw62H6ji5ooF6Kc5C0qE1mBvC6NDPej1RrIKF2ldjhDaBqQ9Tf2nbau9i6IwZk5g8Xd+esGrEsT06QwG8q69hoZnN9O8c6cEpDAxYu/jyZfux+EaJSu1jI1XfzVox+QjQVxMIkvL30OzqxgOHrjg8ze/+UcajraSlVpKTvp8ctLnk502F5NRxgCEs8D1IpmFCzGa5O9KaE/TgNQ9cp5wdAnPE9OXt2YNDc9upn23XD0SDhyuMZ566X5G7L0kxWfz/uu+idEwO4fnpcdNrWk30Qoer4uWriO0dB0BQFF0pCUVkjsRmHLS5xFjnbmZUeLitU40aMv1IiJcaBqQpvqCN9XnielLKi0lNjeX0dZW2na9QeHaG7UuadbyeN08+8qP6R1sJsaayAev/y42y+y6K/BUq4qSyUqw0DnkOOu2fKAH6Yef+jFDo+20dVXT1nOUtu4ahka76e5vpLu/kcqjWwFIjMskJ72cnPR55KbPJzEuK2q3LcOdf/7RxAW1Jcs0rkYIP00D0lRf8FYVJYe6tFlLURTyr19D9SOP0rJzpwQkjaiqj+1v/IKWriOYjFZuWfMdEmLTtS5LU3qdwj2byrnzsUr8HUcnw0zgn+7ZVI5BryMlIZeUhFwWlwX6mPomwlI1bd1H6Rk4weBIJ4MjnRxp2AmAzZJITvo8ctLnk5s+n7Skwlm1lamlod5WRoe60ekNZBct1rocIYAwOsUGnBaS5Niuduxd3ez49KcBWPf732FLn90/mENNVVVe2fc7Ko9uRaczcMuab1OQJT80AnYc7uBbT71Fv/3k9O3AWJCpvlY4XGO09xylrdu/wtTZW4fX5zntOUaDhey0uZOhKSu1bNZub860Q7uf5vk//4CcOUv42Jf/T+tyhADCYFDkuoVZPHzrsnfNQcq8yBc8ETy2jHRSFy2i99AhWl5+hbkf/YjWJc0q+6qfmdwGWnfFFyUcneGG+cl4N75MXU8iuSm3kpOUctbBsudjMcUwJ2c5c3L89315vC46+xpo666hrbuG9u6jON12TnRUcaKjCgCdoicjZc5k43dO+nysZhk1EgxyvYgIR5oHJPCHpBvLMy84SVuETv6a6+g9dIjmnTsp+8iHpTcjRKobX+W1yj8AcM3y25lfdLXGFYWfQXsTis5HRS5ct6AsKB/ToDeRO7G1Bv4tzt7BZtq6j9LaXU1bdw2j9n46euvo6K1jX/WzACQn5E40fs8jJ72c+Jg0+V65SKqqTl5QmysX1IowEhYBCfz9BXKUP3zkXHUVBx7+b0ZaWhisryeptFTrkqLe8fYqnnvzlwAsn7+RFeXv1bii8NQ/2gBAUuzMXYcTOPWWllTIkrnrUFWV4bGeyRWmtu4a+oZa6Z/438G6FwCItSVPri7lps8nNTEfRZEp/+cz1NfG6GCXv/+oUFZLRfgIm4AkwosxJobsyy+n9bXXaH5ppwSkGdbV18izrz6IT/Uyt/BKrll+u9Ylha2BsUYAkmNCd1+goigkxKaTEJtO+ZxrALA7hmnvOTbZ+N3V18CovZ9jx9/g2PE3ADAbbWSnzyMnbT45GfPJTCnGoDed71PNOoHttcyChRjNMv9IhA8JSOKc8tZcR+trr9H66qss+sw/ojPIl8tMGBzp5Kmd9+P2OMjLWMi6K/5ZVh3Owad6GbT7rx5JCmFAOhubJZ6SvJWTlwW7PU46emsnG7/be47hdNtpaqukqc1/EEWvM5KZWjI5iyk7bR4WU4yWfwzNtU5sr+XJ9poIM/ITT5xTxrJlmBMTcQ4O0lVZSdYquRsp2OyOIZ586T7sjiHSkgp437V3Y5ArMs5peLwVr8+FUW8j1pKhdTmnMRrM5GcuIj/Tf02Gz+elZ+A4bd01tE5sy9kdQ5NbdH4KaUn5/sA0scoUZ5s9rQbSfyTCmQQkcU46g4Hca66h4ZlnaH5ppwSkIHO7Hfx95wMMjnQSH5PGLWu+g3mWryZcyMCof3stKWZO2K+y6XR6MlKKyUgpZtn8jaiqyuBIx0Tjdw3t3TUMjHTQM3CCnoETHDi2A4D4mHRyM+aTkzaPnIxykuNzorbxe7i/nZGBTnQ6AzlFFVqXI8RpJCCJ88pfcx0NzzxDx1tv4R4bwxgjP8CDwevzsPn1n9LZV4/FFMst13+HWJsMRL2QgbGJBm2Nt9cuhaIoJMVnkxSfzcKSNQCMjQ9Mbsm1dR+le6CJ4bFuqhu7qW58FQCLOc4fliYav9NT5qDXRcdL98n+owXSfyTCTnR8l4kZk1hSQlx+PiPNzbTt2kXhTTdpXVLEU1WVF9/6NU1tlRj0Jt5/3TdJScjVuqywp6oq/ZMBaY7G1QRHjDWJsoLVlBWsBsDlHp9o/PZvw3X01uFwjtDQupeG1r2AfyRBVmoZORn+bbnstLKIvYg3sL2WVyrbayL8SEAS56UoCvlrruPI7x+h+aWdEpCC4M2qxzncsBNF0bHh6q+Skz5P65Iigt3Vi8szgk4xkGDL17qcGWEyWinMXkJh9hIAvF43Xf1Np40XcLhGaek6TEvXYcA/kiA9qWiy8TsnfT4x1kTt/hAXIbCClFssAUmEHwlI4oLyrruOI488Su/hw4x1dRGTEV7NsZGkqvY53jr0BAA3rLpj8gSUuLCBiflHCbYC9LrZ0ciu1xvJTisjO62MlQveh6r66B9qO6Xx+yjDY9109TfQ1d9A5dEtACTFZZ028TsxLjPs+piG+k72H2XPkf4jEX4kIIkLsqWlkbZoET0HD9Ly8svM+9jHtC4pItU1v81Le/4HgNWLPzJ5kaqYmmjbXrsUiqIjJTGPlMS80y/inQhM7T019Aw0MzDSwcBIB4cnLuKNsSb6T8lNTPxOSyrQ/CLelnr/6lFGfjkms03TWoQ4GwlIYkryr19Dz8GDNO98mbkf/WjY/TYa7tq6j7Jt189RVR+LSm5g9WK53+5iBRq0QzkgMhLExaQwr+gq5hVdBYDDOTrZx9TaXUNXXz1j44PUNu+mtnk34N/Ky0otm2z8zkwtDflFvK110n8kwpsEJDEl2VdeyYFfPcxoaysDtbUkz52rdUkRo2+whadf/hEer4s5uSu44bLPSsC8SE73CGPObmB2ryBNhcUcy5zc5czJPeUi3t76idNy1bT1HMN15kW8OgMZyadexDtvxi/iDawgyYBIEa4kIIkpMdpsZF1+Oa2vvkrzzp0SkKZoxN7Hky/dj8M1SlZqGRuv/qrmWxuRKHC9SKwlC6NBtmMuhkFvIjejnNyMcuAWfD4vvYMttPXU0Nblb/weHe+no7eWjt5a9lU/A0BKQi456eXkpM8jN30+cUG8iHeor53h/g4UnZ7sOUuC8jGFCDYJSGLK8q9fQ+urr9L66mss/sxn0BlnR6PspXK4xnjqpfsZsfeSFJ/N+6/7Zsi3MaKFbK8Fj06nJz25kPTkQpbOvdl/Ee9oN209NbR21dDWc5T+oVb6Jv53sO55AGJtKeSe0vidmph3ycM6A9eLZEr/kQhjEpDElKUvXYo5KRHnwCAdb+8h56ortS4pbHm8bp595cf0DjYTY03kg9d/F5slXuuyIlZ/BA+IDHeKopAQl0FCXAblc64FmLgS5ShtPUdp66qhu7+RUXsfR4/v4ujxXQCYTTHkpM0jO30euenlZKQUX/CaHK9PZU9TPy/ua6RfV8iK4hUz/ccT4pIpqqqqWhchIsfh3/2O2r89gTkpiev/6z+xJCVpXVLYUVUfW17/GbUn3sRktPLRtfeRnlykdVkRy+N18sKhu1DxcV35D7CaZOJ4qLndDjp66yZXmTp6a3F7HKc9J3ARb2CVKTtt7mlX5+w43MG9m6vpGDr5fmk2hftuWcq6hVkh+7MIMVUSkMRF8TgcvPzlrzDS3Ezakgquuu8+FL301ASoqsor+35H5dGt6HQGblnzbQqyFmtdVkTrG6nl7YZfYDEmsWbBfVqXI/BfxNs90HSy8bv7KHbH0BnPUkhLKiAnfR5NoyX88Hk7Z/6wCXQ0PXzrMglJIuxIQBIXbbi5mZe/9GW8TifzP/EJ5n/i41qXFDb2Hnma1yr/AMD6q77M/KKrNa4o8tV1bqeucytZictZWvhprcsRZ6GqKgMjHadN/B4c6QTApyo8UvthRj0xnIxEJylAZoKFXV9fg14npztF+JAeJHHR4vPzWfLFL7D/p/9OzZ/+RMqCctKXLNG6LM1VN746GY6uWX67hKMgmWzQjpX+o3ClKArJ8dkkx2ezqOR6AEbtA7T3HOWlI/WMVsee831VoGPIwZ6mflYXp4SoYiEu7NKOIIhZr+D66ylYuxZUlb0PPsR4f7/WJWnqeHsVz735SwCWz9/IivL3alxRdPCpXgbGmgBp0I40sTb/RbzZ2Wum9PzuEceFnyRECElAEpdsyZ3/RHxhIc7BQfY++CA+r1frkjTR1dfIs68+iE/1MrfwSq5ZfrvWJUWNkfF2vD4nBp2VOIv0qESi9DhLUJ8nRKhIQBKXTG82c9m3vonBaqX34CFq/vgnrUsKucGRTp7a+UPcHgd5GQtZd8U/X/JsGPFuA5PH+4vkv2uEWlWUTFaC5SzdR34KkJVgYVWRnE4U4UVeccS0xOXmsvSfvwjAsb/8hfZ9+9jd0MczB9rY3dCH1xe9ZwDsjiGeeul+7I5B0pIKeN+1d19wDoy4OIEJ2knSfxSx9DqFezaVA+9u0Q78+z2byqVBW4QdadIW05Z37bX0HjrMM28c4wePNzJo6Jp8W1aChXs2lUfdEV6328Hfd/6IgZEO4mPSuGXNd06b+SKmT1XVyQGRMkE7sq1bmMXDty7je389SLfLM/l4ZpS+PojoIAFJBEXH1e/j961V73q8c8jBnY9VRtWcE5/Py5bX/53Ovjosplhuuf47xNpkeyDYxl19ON1DKIqeBFu+1uWIabppfialxYMcHB1HXZpCVkYsq4qSZeVIhC0JSGLavD6V+7bXwlkuslTxL6Pfu7maG8szI/7FUFVVXnjrv2ls249Bb+L9132TlIRcrcuKSoHVowRrPnqdSeNqxHQ5+x3ofLAsKZb81flBu/hWiJkiPUhi2vY09Z92fcCZTp1zEunerHqcww07URQdG67+Kjnp87QuKWrJ/KPo4uy2A2BJt0o4EhFBApKYtqnOL4n0OSdVtc/z1qEnALhh1R2U5K3UuKLoNjA60aAdM0fjSkQwOLrGATCnWzWuRIipkYAkpm02zDmpa36bl/b8FoDLF3+YxWVrNa4ourk8o4w6/VdVSECKfKqqnrKCZNO4GiGmRgKSmLZVRclkWPVwrmv9VJU01cliY2SuILV1H2Xbrp+jqj4WldzAFYs/qnVJUS9wvD/WnInJcO5rKkRk8Iy68Y57QQem1Mj9RUnMLhKQxLS5mk5wR2/lxL+dHpICnQafGz5C64/+nZEDh0Ja23T1DbXy9Ms/wuN1MSdnOTdc9lnpnwiBk/OPZPUoGji7J7bXUizoDPJjR0QG+UoV0+Lq7qHlF//NlWPt3JfUS2b86b8dZiZY+OWHF3BjUTw+p5PW//wNvdteQD3XalMYGbX38+RL9+FwjZKVWsrGq7+KTqfXuqxZoX80MP+oRONKRDA4JrbXzLK9JiKIHPMXl8wzMkrLz36Fd2QUS0Een/jyP/Bxk4k9Tf10jzhIj7NMzjlRl3yRzj/9jcFXdtHzxDM429rJ+tTH0RnDc/K00zXGUzvvZ2Ssl6T4bN5/3bcwGmVrIBS8PhdD482A9B9Fi8AKkkUatEUEkYAkLonP5aL1P3+Dq6sHY0oyeV++E53FDMDq4pR3PV8x6Mm67WOYc7Pp+tMTDO/ei6urh9wv3oExMSHU5Z+Xx+vmmVd+TM/ACWKsiXxwzXewWeK1LmvWGLI3o6pezMYErKZ3fy2JyOJzeXENOAE5wSYii2yxiYum+ny0//ZRxusb0dms5H3l8xgSphYgkte8h/yvfgFdjA1H43GO3/cQ4ydaZrjiqVNVH9vf+AUtXUcwGa18YM23SYjL0LqsWeXU60Wk3yvyOXvGQQVDrBGDLTxXjIU4GwlI4qJ1//XvjOw/gGIwkPfPn8OcnXlR7x9TPpei73wNU1YGnoFBTvzo3xneW3nhd5xhqqryyr5HqD3xJjqdgfdecxcZybLFE2oDE/1Hsr0WHRzdMv9IRCYJSOKi9L/wMv3PvwxA1j/eim3upTXRmjLSKfz214hZWI7qctP28P/R8/RWVJ8vmOVelH3Vz1J5dAsA6674IgVZFZrVMlupqo+BsSYAkuSC2qjgkP4jEaEkIIkpG95fRdfjTwGQ/uH3kXDZiml9PL3NSt6X/4nktWsA6H12O20P/x8+p3PatV6smsbXeK3yUQDes+w25hddHfIaBIw4OvD4xjHoLMRZs7UuR0yT6lP9W2yAOUNOsInIIgFJTIm9vpH23/weVJXE664med0NQfm4ik5HxsduIevTnwC9npH9Bzj+o5/h7h8IysefihMdVezY/UsAls3byIry94bsc4vTBe5fS4wpRKfISIVI5xp0orp9KEYdpkSz1uUIcVEkIIkLcnV10/qLX6O63cRWLCTz4x8KevNs4tWrKbjrX9DHxeJsbqXpBw9ir28M6uc4m67+Rp555UF8Pg9zC67k2hW3S2Owhvon+49key0aOLsm5h+lWVF08n0lIosEJHFenuERmn/2MN7RMSyF+eT806dR9DPzm72trJii796NOTcH7/AIzQ/+gsE33p6RzwUwNNLFUy/9ELfHQV7GQtZd+c8oinxLaEVV1ckVpGQJSFFB+o9EJJOfBuKcfE4Xrf/5a9zdPRhTU8j70j+hM8/sMrkxNZnCb32V2KWLUT0eOv73D3T/7emgN2/bHcM8+dJ92B2DpCUV8L5r78aglyPIWnK4B3C4B1HQkWAr0LocEQQyIFJEMglI4qz8s44eYbzhOLoYG3lfuXPKs46mS2cxk/uFz5CycR0AfdtfpPUXv8Y7Ph6Uj+92O3j65QcYGOkgPiaNW9Z8B7MpJigfW1y6wPZavC0Pg176VSKdx+7GM+oGxb/FJkSkkYAkzqrr8acYqayamHX0WcxZFzfraLoUnY70WzaS/dlPoRiNjB48wvEf/hRXd++0Pq7P52XL6/9OR28dFlMst1z/HWJtyUGqWkyHbK9Fl8DqkSnJjM4kDfci8khAEu/S9/xOBl58BYDsz9yGrUy7C0MTLl9BwTe+jCEhHld7J8fvf4ixo7WX9LFUVeWFt39NY9t+DHoT77/um6Qk5Aa5YnGpAhO0pUE7OsiASBHpJCCJ0wzve4fuv/wdgPSPvJ/4Vcs0rgisRQUUfu9uLEUFeEfHaP7pfzHwyq6L/jhvHvwLh+tfQlF0bLj6q+Skz5uBasWlcHvsjDo6AEiKlQna0SBwgs2SLvOPRGSSgCQm+WcdPQKqStKa95B80/ValzTJmJRIwde/RPxly8Hro/PRx+n8419Rvd4pvX9V7fO8dfBvANyw6g5K8lbOZLniIg2M+Uc6xJgzMBviNK5GTJfP48PZ5wBkBUlELglIAgBnZ5d/1pHHQ+ySRWTMwKyj6dKZTGR/9lOk3bIJgIGXXqPlZ7/CO2Y/7/vVt+zhpT2/BeDyxR9mcdnaGa9VXJyT22uyehQNnL0OUEFvNWCIldOhIjJJQBJ4hkdoCcw6Kiog53OfRtGF55eGoiikbryJ3C/egWI2MVZ9jOP3P4SzoxMAr09ld0MfzxxoY3dDH82dNWx9/Weoqo9FJTdwxeKPavwnEGcTWEGSBu3o4OyeGBCZbg27X7SEmCqD1gUIbfmcLlr+479x9/SeMuvIpHVZFxS3rILCb/0rrb/4Na6uHo7f/1Oq13+EBw8O0zHkmHxerNHO1ZlZrJ2fyg2XfVZerMOQ1+dmyH4CgKRYCUjRYHJAZIZsr4nIFZ7LBCIkVJ+Ptt/8HkfTCfQxNvK+8nkM8ZHT/2HJy6Hwu3dhLS3mdV88X3mt67RwBDDqtrK9ZQ3G5FvR6eSocTgasjfjUz2YDHHYTKlalyOmSVXVySP+ZmnQFhFMAtIspaoqXX9+gtF3DqIYDOT+y+cwZ2VoXdZFM8THkfPVL/CblCXneIaCgsIPt9fh9amhLE1M0anba7LCF/ncwy58Ti+KXsGcbNG6HCEumQSkWar/uZ0MvPQaKArZn70dW2nkbm3sax2h26ODc/xwVYGOIQd7mvpDW5iYkgGZfxRVnF0TAyJTLSh6CbwicklAmoWG91bS/ddTZh2tWKpxRdPTPeK48JMu4nkidFTVN7mCJPOPooOjW+YfieggAWmWsdc20P7bRwFIuv4akteu0bii6UuPm9oy/lSfJ0Jn1NGJ22tHrzMRb5Wp5tFALqgV0UIC0izi7Oii9T8nZh0tXUzGP3wwKno+VhUlk5Vg4Zx/ElUlI8bIqiK5cy3cBOYfJdqK0CnSRB/pvA4P7iEXIAMiReSTgDRLeIaGJ4cqWuYUkvPZT4XtrKOLpdcp3LOpHODdIUn1N2avbeqgs/JEaAsTFzS5vSYDIqOCs8e/emRMMKG3yBQZEdmi4yekOC+f00nLL36Nu7cPY3oqef/yuYiYdXQx1i3M4uFbl5GZcPo2WlaChS9YVOYPjvLav22j8eWjGlUozmZg1L+ClCzzj6KCXFAroolE/Ciner20/fp3/llHsTHkR9iso4uxbmEWN5Znsqepn+4RB+lxFlYVJaP4fLz1y5c5/uox3vrPl3CNOpi3aYnW5c56464Bxt39KOhItBVqXY4IgsAJNmnQFtFAAlIUU1WVzj89weiBwyhGI7n/8jlMGelalzWj9DqF1cUppz+o07P6n6/Hmmil5pkDVP7uDdzjbhZ+eEVU9GBFqsDx/jhrDga9NNBHOtWn4uyVFSQRPWSLLYr173iJwZdf9886uuM2bCWzt89D0Sksue0KFv/DZQAcenwPBx59E1WV4ZFamRwQGVuicSUiGFx9DlSvis6sx5gQXVv4YnaSgBSlht7eR/ffngYg46O3RPyso2BQFIWFH17Bsk9fBUDNMwfY++tXUWXCtib6RwMDImdvcI8mp/YfycqsiAYSkKKQ/Vg9Hf/7GADJN15H8trrNK4ovMzbVMFln78OFKh//gi7//NFfF6f1mXNKm7vOCOOdsB/xYiIfCcHRMr2mogOEpCijLO9k5aJWUdxyytI/+gHtC4pLBXfUM4VX1mLotdx/NVadv3kObxur9ZlzRqDY02Ais2UhtkYr3U5YprkgloRjSQgRRHP0DAtP38Yn30ca3ER2XfcHjWzjmZC4VWlXH33OnRGPa1vN/Lqj7bicbq1LmtWCAyIlOtFooNn1I3X7gEFzKnScC+ig/z0jBI+h5OWnz88Mesojdx/+Rw6kzRKXkjuyiKu/fYG9GYDnQdaePkHm3GNObUuK+pNzj+S7bWoMLl6lGJBZ5AfKyI6yFdyFFC9Xtr++/9wnGhBHxvrn3UUF6t1WREjc3Eea+55L0abiZ6aDnZ+/xmccrHtjPH5PAza/VPNkyQgRQWHbK+JKCQBKcKpqkrnH//G6MEjKEYjeV/6HKaMNK3Lijhp8/5/e3ce3lZ55wv8e7TLtizvluIk3kICjpNAAoEUQgghbVhMoe1thza9M+1MOw3TmUvvndv2ThnSAO2005nbzjMtmTu0041S2s5AqVnCmoVAIA0hi7MQiGXHi7zKq6z1nPf+IUu2lBg7seyjc/T9PE+eB8tH8s8k1vn6XX6vG5sevAvWfBt8Z3vx8v1PIeDzq12WLg0F2qCICCzGPORa9d2XK1uE4gu0y7lAm/SDAUnj+p97CYN79sd6HX3xz2CvrVa7JM0qqinFLQ/fDXtRLobafHjp/ifh7xlWuyzdGZi0/ojbwbVPicgID8SmpdkgkvSEAUnDht78I3r/6w8AgPJ7Po78NatUrkj7nAuLsPnhu5Fbno/RrmG8dP9TGO4cVLssXZnof8TpNT0I9QYBAZjyzDDlmNUuhyhtGJA0yv/ue/D+x68AAEUfvhlFt9ykbkE6kudyYvPDdyO/ohBjfaN4+f4nMdDSp3ZZuiCEMtFBmwFJF4Ldsek1jh6R3jAgaVCow4v2f/33WK+jq69C2SfvUrsk3ckpzsMtD92FwuoSBAcDeOWB36PvvW61y9I8f6gHEdkPg2RGvn2h2uVQGsR3sLFBJOkNA5LGRAaHcO4Hj8R6HS2pwYIv/Hf2OpojtoIcbHrwLpQscyE8GsKr259G94kOtcvStHj/o4LcKhgMPCtb64QiEOzlDjbSJ95ZNSTe6yjaPwBLeSkW/s0XYTBzzn8uWXKt2PhAA8pXVCAajGDPQ43oPNyqdlmaxf5H+hIZDEFEFEgmAyyFVrXLIUorBiSNELKM9p0/QehcO4yOPCz6yr0w5bHX0Xww2y246Rt3oOLqKshhGfu+8xzOHTirdlmaFF9/xANq9SHpgFoDdySSvjAgaYAQAl2//A38x09Cspix6H98CZYy9jqaT0aLCeu/ugWLr18CJarg9X9+Ac27T6tdlqYEI4MYC/cBkFCQy3YUesADaknPGJA0oP/ZFzG47w1AklDxl5+DvaZK7ZKyksFkxIfu24zaTVdAKAJv/usrOPP8cbXL0oz46FG+vQJmI2+oehDqnhhBItIbBqQMN3TgIHqfbAQAlH/6E3BctVLlirKbwWjA2ns3YtkdsZ5Thx7dh5NPHla5Km0YGI1Pr3H9kR5ExyKIjsYOd7aVMiCR/nAbSQbzn3oXnfFeR1s2oWjTBpUrIgCQJAmrP3c9zHYzmn53CEceO4BIIIzlf7IWf2wZQM9IEGUOG9ZWF8HIdRkJ8R1sXKCtD/Ht/ZZCKwwWo8rVEKUfA1KGCrZ3ov2HPwZkGY5rVqPsEx9VuySaRJIkrLznWphsZhz55QH85oVTeOGUD/1RkbjG7bRhe0MdttS7Vaw0M0TlIIYD7QC4QFsvEgu0ef4a6RSn2DJQZGAQbT/YCSUQgP2yWiz4i8+y11GGqrt7NYJ3X4PH3aXojyhJn+saCmLbY4exq8mrUnWZY2DMA0DAbimGzVKgdjmUBokDatn/iHSKd90MIweCaPuXf0PUNwCLqxyL/pq9jjKZrAg82j4CSFLszyTxsaQdjSchK+L8J2eR+PojTq/pgxJVEOoPAuACbdIvBqQMIqIyOuK9jvIdWPSVbTDm5apdFn2Agx4fvEPBKT8vAHiHgjjo8c1fURlowB8/oJbTa3oQ7gsCCmC0G2HK4y9wpE8MSBlCCAHvL5+Av+kUJIsl1uuotETtsmgaPSNTh6NLuU6PFCFjcKwFAFCYxxEkPYj3P7KW5UCSuBGB9IkBKUP0P/MChl47EOt19KXPwV5dqXZJNANlDltar9Oj4bE2yEoYZmMO8qzlapdDacADaikbMCBlgMHX30LvU88AAFxbPwnHlStUrohmam11EYrNBkBMtcZIoNwoY7m/a17ryiS+SdNrksS3HK0TQkw6YoQLtEm/+G6lMv/Jd+H9WazXUfGtm1G4cb3KFdHFaH7pBD7SeuHwIwGQIOG+omGMvf4mhve9AaEoF7xWzybOX+P0mh5EhsNQQjIkowRrcfaOjJL+MSCpKNjegfYfPQrICvLXrkHpxxvULokuwrkDZ/HHf9+L+tExfL0qH25n8s3C5bThkc+sRsPNse7nYydOYeDZF6CEQmqUqwohRGKBdhHXH+lCokFkiQ2SkeuPSL/YKFIlEd8A2r6/E0ogiJylS+D+863sdaQh3cfb8cb3XwQEsGRzHa750np8QcR2tZ3fSdsNU0E+hl7ei3B7J/qfbITz5g0wlxbr/u/cH+pBODoKg2RCvn2R2uVQGgS72f+IsgMDkgrkQABtP/g3RAcGYXGXY+GXv8BeRxria+7F3u88ByWqYOG1Nbj6ixsgSRKMErCutviCz7FVV8F4twMDz78EeXAIvif/AMlihrm8DBZXOcyucpjLSmCwWOb5u5lb8ek1Z04ljAb+G9eDUA8PqKXswIA0z0RURscjP0GovWO819G97HWkISNdQ9jzcCOigQjKli/A9V/ZDINxZqNA5pJiFH/8TgzvO4BwewdEOIJwWwfCbR2xCyQJpuKi8cAUC05GR94cfjdzj9Nr+iKHZESGwgC4g430jwFpHgkh4P3Fr+E/cTrW6+i+bbCUXHjEgTJPYMCP3Tv+gOBgAAVVxbjx67fBaLm4HyFjTg4Kt2yCUBRE+30Id/cg4u1GuKsbyqgf0b5+RPv6gaaTAABDbi4srjKYXeWwuMthKi7S1LTcxA42BiQ9iB8vYs63wGjj7YP0jf/C54kQAn2/fxZD+9+M9Tra9nnYqxarXRbNUNgfwp6Hn8Fo9zByy/Ox8f4GWHKtl/x6ksEAc2kJzKUlQH0dAEAe9SPc1Y1IVzfCXT2I9vVD8fsRPOtB8Kwn9jyTCeayUpjd5bGRpvJSGKyXXsdcCkWGMRbqBSChMKda7XIoDXhALWUTBqR5EO7tQ9cvnoD/xGkAgOuzn4JjVb3KVdFMyeEo9n33eQx4+mBz2nHzAw2wF6V/WtSYlwv7khrYl8SO41AiEUR6ehHp6hkPTj0Q4TDCnV6EO73wjz/PVFQYG2EaH2ky5jsyortxfP2Rw7YAZhMX9OoBG0RSNmFAmkNCUeB7eQ96n3wGIhyGZDaj7BMfReFNN6hdGs2QIit44wcvoaepAya7GTfd3wCHu2BevrbBbIa1YgGsFQsAxEYhowODsREmbzci3T2Qh4YR9Q0g6htA4GQsgBvs9qTAZC4thmQ0zkvNkyWm1/J4/poeCEUg1MsGkZQ9GJDmSLCtA96fPY6gpxUAkHP5ZXD/6T2wlJepXBnNlBAChx7dh7Y3m2EwGXDj129DUW2pavVIkgRzUSHMRYXIqbscACCPBcan5GIjTJHePiiBAEKeFoQ8LbEnGo0wl5bA4o7tlrOUl8Fgn/sGf/ERpCKuP9KFcH8QQhYwWAwwO/W125LoQhiQLoKsiCn63ExQIhH0Nb6A/udfBGQFBrsdZZ+8CwXr12lqcS0Bx39zEO+/eAKQgA/dtxmuFQvVLuk8xhw7jDVVsNVUAQBENIpIbx/CXT2JtUwiGERkfG1T4nkFzkR7AYurDMYCZ1qn5aJyCMNjbQC4QFsvJh8vkglTuERzjQFphnY1ebGj8SS8QxOnsrudNmxvqMOWejeUSAT+plPo+c+nEfbGbkR5V62Ea+snYS4sUKlqulRnnj+Opt8eAgBc88UNWPyhJSpXNDOSyQSL2wWL2wUgNgomDw3HRpi83Qh390AeGIQ8OITA4BACp8/EnmezwlI+0V7AXFYCyXTpbw+DYy0QUGAzF8JuKUzL90bqiu9g4/ojyhYMSDOwq8mLbY8dRupxpF1DQWx77DC+VT6CNe8fghKIhSdjviN26OyaK/mblga1vv4eDv14HwBgxaeuwWUf0e6CekmSYCpwwlTgBC5fCgBQgsHxEabxxd89vRDBEEKt5xBqPRd7osEAc0nxxG45VxmMOTNbdyIrAntOv48TnW7UlFZBVsR5I62kLUkH1HIHG2UJSYgpjyEnxN7sb/juq0kjR0mEQKkSxE/798Ba4ET+tWtQcscWGHO5iFGLuo61Yc/Dz0CJKrhsSz2u/sKNug+5QpYR6fNNWsvUDWUscN51xnzH+JRcLDCZigrP+38z3UgraVNkNIL2370PSEDl1mUwmLhcgPSPAWkaB872455H35z2up/duggb1tdznZGG+c724OW//z2iwQgWravF9f/zwzPukq0nQgjII6NJi7+j/b7zrpMslvGjUmK75V7pU/BXTxw9b6Q1HqF2bl3NkKRRo81D6N3bCUuJDRUN7GlF2YFTbNPoGZli5CjFkFP/B4/q2XDnIHY/9AyiwQjKV1TgQ/fN/AgRvZEkCaZ8B0z5DtiXxtZeKaEwIj09CHtji78j3eM9mdraEW5rhyyAb3aUQsCAiUgUI8Yf2dF4EpvrXJxu06BgN/sfUfZhQJpGmWNm26Fneh1lnoDPj90P/gGh4QAKa0px49dug9E8/32DMpnBaoF10UJYF8V28iWOShnfLXfgbB965Kn/nwkA3qEgDnr6sa62ZJ6qpnSZWKDNpQOUPRiQprG2ughupw1dQ8Hzpg6A2G/GLmdsyz9pT9gfwu6HGuHvGUGeKx833X8HzDns8TKdpKNSVtQhXNoBtByZ9nn/8fATaKstRNWqGlStrEHp4jLdr/HSOiUiIzwQAgBYOYJEWYQBaRpGg4TtDXXY9thhSEBSSIq/rW9vqOO0gQZFQ1Hs+4fnMNjaD1tBDm5+4E7YC/gb8qWY6Qiq8A3iWGsLjr36DgAgx5mLqpU1iT+uGnfWTm1mqlBvEBCAKc8MU65Z7XKI5g0Xac8Qd+foiyIr2P+9XWg/6IE5x4JbHrobhdWc+rlU8d2eHzjSmm/FLz5SibYmD1qONaPtZCsioUjSdbZcGypXVCcC04KlC2E0cbpTTQNHejH4Th9ya/JRtqFC7XKI5g0D0kWYSSdtynxCCBzcuQdnXz4Jg9mIjQ80oHw53/hn67ljnbj38XcwsSw7ZqpdbNFIFJ3vtsNzrBmtx5rR2uRBaCyU9JpmmxmLl1clAtPCKxbDbOEoxnzqevEcAh1+FF9XjvwruJSAsgcDEmWdo4+/iRP/+TYkg4Qb/nYLFl3Hw1Rn60IjrHEzHWmVZRndZ73wHG1Gy7FmtB5vxtjwWNI1RrMRCy9fnAhMi+urYLVb0/q90AShCLQ+fgYiomDBndWwFnMzCmUPBiTKKu8+ewxv/+Q1AMDabTdhyeblKlekfVN1mo975NOrcdvKi5+GVhQFva09aDnWnPgz0j+cdI3BYMCCpRWJwFS5ohp2B9eRpUvYF0TH0x5IJgMqP7MUEkfMKYswIFHWaNn/Ht74/ouAAFbecy3q/9vVapekedN1mo/v8tz/tZtnPR0thICvsx8tx5rhOXoWLceaMdg1kPz1JAnl1S5UrapF1cpqVK2oQV6RY1ZfN5sNnx5A/4Eu2Nw5cG+pVLsconnFgERZwXukDXu/HTtCZOmtK7DmL9Zze3kazLTT/K+/cB3W1Ran/esPdg+g5bgHLeOBqa+t97xrShaVxkaYVtWiamUNCsoK0l6HXvXu68To2SEUXFmCwqtK1S6HaF5xmz/pXv973XjtH5+DElWw+PolWPPnDEfpMtNO8zO97mIVlBfiyvJCXHnLagDAqG8ELceb0XIsFpq6PV3oa+tFX1svDj37Vuw5rsLElFz1qloULSjmv4cpBMcbRLL/EWUjBiTSteGOAez51jOIBqNwrVyIdX9zC9dRpFGmdZrPK3KgfsMq1G9YBQAYGx7DufG2Ai3HmtF5pgODXQM40vU2jrz4NgDAUZw/HpiqUbWyFqWVZTDw2CBEx6KIjsTaMNhKGZAo+3CKjXRrzOfHS//nv+DvHUFRbRk2PfhRmO3skp1OM+p/lKY1SOkQGgvi3InWRGBqP30OckROuiYnPweVK8abV66qgbt2QVY2r/S3DKNndwfMhVYsvIs7PSn7MCCRLoVHg3jp/qcwdM4Hh9uJzd/+OGxO/hY8FxK72JLbH03Z/yiTREIRtJ8+lwhM5060IBJMbl5pzbGisr4alStrUL2yBguWLYTJrP/B9/6D3Rg+4YNjWQFKPpSZf39Ec4kBiXQnGopg945G9J72wl6Yg83/8HHkleWrXZauPfH4cXzvyDn0Txpo0WKn+WgkCu97HROtBY57EPInr58yW81YVFeZ1LzSYtPfyGTnMy0I9QZQsn4BHEucapdDNO8YkEhXFFnBvu8+j85DLbEjRB6+G4VVPEJkrjX/+Bh8x3rRs96FyGUFuuk0r8gKupq9Sb2Yxob8SdcYTUZUXL5oonnl8irYcrXdUFGJKmj91buAAiz8RC3MDv0FQKLpMCCRbggh8NaPXkXzq6dhtBix8YE7UVa3QO2ydE8IgaZv7Ed0NILL7luDvBr9jjYIIdDb2j0eljzwHD17XvNKySDBvaQC1avGm1fWVyPHmatSxZcm2D0G73OtMNqNWPSpy7jLj7ISAxLpxpFfHsDJpw5DMkhY/9VbsXBttdolZYVgzxhOPfwmJJMBK797Iwzm7FnQPLl5ZTw0DXj7z7uuvNqVWPRdtaIGjuLMnvIdPN6PgUM9yKl0oPzmhWqXQ6QK/a80pKxwuvEITj51GACw9ks3MRzNI3/zIAAgZ7Ejq8IREOvcXVxRguKKEqy5dS0AYKh3MGlKrre1B92eLnR7uvDW028AAIoXloxPycU6fhe6MusQ2FB3rP+Rjf2PKIsxIJHmefa+i8M/fR0AsOoz16H2ljqVK8ouo81DAIBcHU+tXQxnaQFWbVqNVZvGm1cOjKD1+EQvpq6zXvS396G/vQ9vP3cw9pyygqTmlcULS1Sb1hJCINgTAABYy3iuHWUvBiTStM7DrXjzh68CAJbdvhJ1H1utckXZxz8ekPJqCtQtJEPlFTqw/MaVWH7jSgBAYDSAc00eeI6ON698tx1DPYM4+vJhHH35cOI5scaVsdBUVu2at+aV0eEwlJAMySjBWmydl69JlIkYkEiz+s504bXv7YKQFVSuvwyrP3cDF5POs8hIGKHx4yhyqzmCNBP2PDuWXVeHZdfFRjpDgRDaTraiZTwwtZ86h9GBETTtPYamvcdiz3HYx5tXxkKT+7IKGI3GOakvPnpkKbFBysIGmURxDEikSUPtPux5+BnIoSjcVy7GdV/exCNEVOD3xEaPbK5cmHLNKlejTVa7FUvWLMWSNUsBAJFwBB2n29ByrBmeo81oO9GCwEgAp984gdNvnAAAWOxWVNZXoTLei2nZIpgs6Xk7jwckWymn1yi7cRcbaY6/bwQv/d2TGOsbRfFlZbj5mzxCRC0dT7+PnlfOofhDC7D4Ty5XuxxdkqNyonml5+hZtB73IJjSvNJkMSU1r1x0xWJY7Bc3PSYrAgc9Ppx+9RwKwgKbbl+C/KrM3m1HNJcYkEhTQiNBvHz/kxhqG0B+RQFu+dbHYMvnThu1nPm/h+BvGcbiz1yB4mu10zFbyxRZQXdL1/iU3Fm0HGuGfzC5eaXBaEDFsonmlZX1VbDlTf1zsqvJix2NJ+Edmghernwrvnnnck11QidKJwYk0oxoKIJXv/kH9L3bBXtRLj787Y8hl0eIqEYJyzj2tX0QskDd318HK6dkVCGEQF9bb2KXnOfoWQz3DiVdIxkkuGoWoHJFNRbVVWLx8koUlBdCkqSJs/RSXlcLZ+kRzSUGJNIEJSpj33eeR+fhVphzrdj88N0oqCxWu6ysNnp2EO/9y2GYHBbUP3w9F8hnCCEEBrp8icaVLUfPwtd5fvPKvCIHKi6vxPelMvgiF74NSABcThv2f+1mzR8bQ5krPr3bMxLMqGOKuEibMp5QBN56ZDc6D7fCaDHipr+7neEoA4yON4jMrXEyHGUQSZJQ5C5GkbsYqz9yDQBguHcILcebce5EK9pOtsL7fgdGfSPYe7wdvitKp3wtAcA7FMRBjw/ravkzR+l3oendTDnomiNIlPHe+fnrOPX0EUgGCTd+/TZUXF2ldkkE4Oz/O4rhE/2ouHsJyjYuVrscugiRUAQdZ9rx2/1n8UhraNrrv1FWhNuXlcO+IA/2BbmwluZw1yjNWqZP73IEiTLaqd+/g1NPHwEAXHvvRoajDCEUkdjin8sGkZpjtppRtaIa63Py8cijb057ve3cKLpbAomPJbMBNlfueGDKg70iFzZ3HsyO7NtNKoRA4g4/Pt4gBMYfm/icmPyxmPTcxAtNvEbi4Qu9RvyT459Lunby10fytYmvn/S1AJFS0wVf40LfwwfUmvhSKd+fmPTCsiyw/fdN54Wj+FMlADsaT2JznUu16TYGJMpYzbtP451fxM6uuvKz61Bz8xUqV0Rxwe4xyGNRSGYDchbmqV0OXaK11UVwO23oGgpe8EYlASjPtWDzlmUIe/0IdPoR9I5CCSsItI0g0DaSdL0p3wJLoW3igZkGhvH/hBATN9fU50/+j9SAMen1LxguUm7OSc9PuT5pTmWa0EGXrskgo9sWnvLzmTC9y4BEGanjUAve+lHsCJHLG1bhiruuUrkimix+QG1uZT67LWuY0SBhe0Mdtj12+LzPxX9n/+bd9XBNmuYQikC4P4BA5ygCHaOJ0BTqCyA6HEZ0eOqbHl2C+F/E+Do/afLH0uRPSZOuxcS6wEnXxy9LPIYpXiPx2AVeI6WexEtIyV8fmHTtpMditQH+UBAYmf7fSs9IcNpr5goDEmWc3tNe7P+nFyAUgaoNS3HVn3KHVKaZmF7j8SJat6XejUc+vRoP/PYoeqNy4nHXFAtlJYMEa2kOrKU5KFhVlnhcDkUR9PoRGQ5f8GabdIMe/3ji5jrp+vFPIenmfIGb7YUCQ+JzgIQpbtiXEjji9ae83tT1poSL1O8hJSwkF4LkgKNTvrP9wAymd8sctmmvmSsMSJRRBs/1Y++3n4UcjsK9ejGu+6ubuRg0A43ygFpd2eguwK9rFqMpGoZ0TSnK8i9+q7XRakJuFQMzzcxMpnddzti/Q7VwbJwyhr93BLsfbER4NITipeVY/7dbYDDNzYGcdOkiwyGE+wKAxANq9SLYNQajJGFdbTE+elUF1tUWZ0QfGtKv+PQukDxQN/nj7Q11qv47ZECijBAcDmD3g40I+PzIX1iIm75xB0w2Hn6aifzjo0c2dx6Mdg5C60GwK3ZUic3Fbug0f7bUu7Fz62q4nMnTaC6nTfUt/gCn2CgDRIMR7P3WsxjuGEBOcR42PtAAq4rzzvTBJqbXOHqkB0IRCHbHtvDbyhmQaH5tqXdjc52LnbSJUilRGa99bxf63+uGJc+KjQ80ILfEoXZZ9AESO9g4vaYLYV8QIqLAYDHAUsRfTGj+GQ1SRnZq5xQbqUYoAm/+8FV43zkHo9WEm75xB5yL1FuQR9OTQzLG2kcBAHm1DEh6EOwaAwBYy9gdm2gyBiRShRACh3/+Olr2nYFkNGD9/96CkmUutcuiaYy1DgOKgNlphbmQow16EA9IXH9ElIwBiVRx6ql38G7jUQDAdV++GQtWV6pcEc2E3zMIAMit5QG1ehBbfxQLSHYGJKIkDEg0786+cgpHHjsAALjqz65H9YZlKldEM5VYoM31R7oQHghBCSuQzAZYijkiSDQZAxLNq/Y/enBw524AwBV3XYUr7rxS3YJoxnhArf4kptfK7Fx/RJSCAYnmTc+pTrz+z7EjRGo2Xo4rP7tO7ZLoIgS9fihBGQarEfYFuWqXQ2nA9UdEU2NAonkx2NqPvd9+DnJYxoKrq7D23o1cw6Ixo/Ht/VU8oFYPhJhYf8SARHQ+vsvRnPP3DGP3Q42I+EMovdyNG/7Xh2HgDVZz4h202f9IHyIDISghGZJJgrXErnY5RBmHdymaU8GhAF4dP0LEuagIG/7uNpisPEJEixLrj2oL1C2E0oL9j4g+GAMSzZlIIIw933oGI52DyCmJHSFiyeNOGS0KDwQR9gVjB9RW5qtdDqVBID69xuNFiC6IAYnmhByR8do/7oLv/R5YHTZsfOBO5BTnqV0WXaL46JG9wgGjjScUaZ0QIjGCxP5HRBfGgERpFztC5BV0HW2DyWbChvvvgHNhodpl0SzwgFp9iQyFoQRlSEYJ1lKO6hJdCAMSpZUQAm//dD9aX3svdoTIV29FyWXlapdFs5Q4oJYBSRcS649K7dyRSDQF/mRQWjX97hDOPHsMALDurzfBfeVilSui2ZKDUQQ6YgfUcgebPrD/EdH0GJAobU49/Q6OP3EQALD68zeg6salKldE6eBvGQYEYCmywcIDajVv8vojBiSiqTEgUVqcef443vn5GwCAlfdci8vvWKVyRZQunF7Tl+hwBHIgChgkWEvZ/4hoKgxINGvNr57CoUf3AQDqPrYayz+xRuWKKJ1G2SBSVwJdfgCAtdQGg4m3AKKp8KeDZqVl/3t465HY4bPLbl+JVZ+5jkeI6IiQFYy1DAMA8nhArS5wez/RzDAg0SVrP9iMAz94CUIRWLK5Dqs/fwPDkc4EOv1QwjKMdhNsbh5Qq3XJ64/490n0QdjxjWZEVgQOenzoGQmizGHDwsFRvP5PL0AoAlUbluKav7yJ4UiH4gfU5lTl8zgKHYiORiCPRQEJXH9ENA0GJJrWriYvdjSehHcomHjMGY3idpsNt9a7cd2XN/HmqVP+RIPIAnULobRI9D8qscNg5gQC0QfhTwh9oF1NXmx77HBSOAKAIaMRjy8oxciHV8DARnO6JITgDjadSUyvubn+iGg6vLPRlGRFYEfjSYgLfVKSIEHCQ8+fhqxc8ArSuLAviMhQGDBIPKBWJ9j/iGjmGJBoSgc9vvNGjiYTALxDQRz0+OavKJo38em1nEUOGCxGlauh2YqORhAdjQASYCvj+iOi6TAg0ZR6RqYOR5dyHWmLn/2PdCUQX39UbIPBzMBLNB0GJJpSmWNmx0rM9DrSllHPIAAgj+uPdCE43iCS02tEM8OARFNaW10Et9OGqfanSQDcThvWVhfNZ1k0D6JjEQS9sRsqF2jrA9cfEV0cBiSaktEgYXtDHQCcF5LiH29vqIORW/x1J3FAbYkd5nyr2uXQLEX9EURHxtcflTMgEc0EAxJ9oC31buzcuhouZ/I0mstpw86tq7Gl3q1SZTSX4tv7Ob2mD/HRI0uRjQvuiWaIjSJpWlvq3dhc50rqpL22uogjRzqWWKDNgKQLnF4jungMSDQjRoOEdbXFapdB80DICvytsQNqc6sL1C2G0iLYzYBEdLE4xUZEScbaRyEiCow5Jq5X0YHoWDTW8BNcf0R0MRiQiCiJ/+wggFj/I56xp33x0SNLkRVGK9cfEc0UAxIRJRn18IBaPUmsP+LoEdFFYUAiogQeUKs/XKBNdGkYkIgoIdwXQHQkAskoIWexQ+1yaJbkYBSRwRAABiSii8WAREQJo/EDahfn87wuHYiPHpkLrDDauGmZ6GIwIBFRAqfX9IXTa0SXjgGJiBLiDSLZQVsfGJCILh0DEhEBiJ3XFd8SnlvNgKR1ckhGeCC2/sjOgER00RiQiAjAxOiRtSwHpjyLytXQbCXWHzktMNq5/ojoYjEgEREAYNQzCIDTa3rB40WIZocBiYgA8IBaveH6I6LZYUAiIigRGWPxA2rZQVvz5JCMsC8IgAGJ6FIxIBERxtpGIGQBU54Z1lK72uXQLIV6xgABmBxmmHLMapdDpEkMSESUNL0mSTygVus4vUY0ewxIRDQRkKoL1C2E0iKQCEi5KldCpF0MSERZTgiBUQ8bROqFEpER7o+tP2L/I6JLx4BElOVCPWOQ/RFIZgPsi3hArdYFuwOx9Ud5ZpjyuP6I6FIxIBFlucT02uJ8GEx8S9A6rj8iSg++GxJluVEeUKsrDEhE6cGARJTl2CBSP5SIglBfAAADEtFsMSARZbHISBih3tgNlQfUal+oN7b+yJhr4vojolliQCLKUrIisOdAG14zRnGm1AzJxgNNtS7g9QOIjR6xnxXR7EhCCKF2EUQ0v3Y1ebGj8SS8Q8HEY26nDdsb6rCl3q1iZTQbnc+1INQdQMn1LjiWFqpdDpGmcQSJKMvsavJi22OHk8IRAHQNBbHtscPY1eRVqTKaDSWqINQ7fv5aORtEEs0WAxJRFpEVgR2NJ3GhYeP4YzsaT0JWOLCsNaHeAKAIGO0mmPK5/ohothiQiLLIQY/vvJGjyQQA71AQBz2++SuK0iKxvd/N9UdE6cCARJRFekamDkeXch1ljkRAKuf2fqJ0YEAiyiJlDltar6PMIGQl0a6B/Y+I0oMBiSiLrK0ugttpw1QTMBJiu9nWVhfNZ1k0S6HeIIQsYLQbYXZa1C6HSBcYkIiyiNEgYXtDHQCcF5LiH29vqIPRwDUsWhKYNL3G9UdE6cGARJRlttS7sXPraricydNoLqcNO7euZh8kDQp2TTSIJKL0YKNIoiwlKwIHPT70jARR5ohNq3HkSHuELND6q3chZIGKu6phKeT6MaJ04NkCRFnKaJCwrrZY7TJolkJ9AQhZwGA1wlxgVbscIt3gFBsRkYYFu7n+iGguMCAREWnY5AaRRJQ+DEhERBolFIFgz3j/IzaIJEorBiQiIo0KD4YgIgokswGWQq4/IkonBiQiIo0Kja8/spbaIXEHIlFaMSAREWlUYnqtzK5yJUT6w4BERKRR8fPXrAxIRGnHgEREpEFyIIroSAQAYC1hQCJKNwYkIiINCvbE1h+ZC6wwWo0qV0OkPwxIREQaFOyOb+/n6BHRXGBAIiLSoNCkDtpElH4MSEREGqNEFYT6gwC4QJtorjAgERFpTKg3AAjAmGOCKc+sdjlEumRSuwAiIpo5WRHYf6wbrcOjqMh3oEIARvaIJEo7SQgh1C6CiIimt6vJix2NJ+EdCiYecztt2N5Qhy31bhUrI9IfBiQiIg3Y1eTFtscOI/UNOz54tHPraoYkojTiGiQiogwnKwI7Gk+eF44AJB7b0XgSssLfd4nShQGJiCjDHfT4kqbVUgkA3qEgDnp881cUkc4xIBERZbiekanD0aVcR0TTY0AiIspwZQ5bWq8joukxIBERZbi11UVwO22Yaje/hNhutrXVRfNZFpGuMSAREWU4o0HC9oY6ADgvJMU/3t5QB6OBDZGI0oUBiYhIA7bUu7Fz62q4nMnTaC6njVv8ieYA+yAREWmIrAgc9PjQMxJEmSM2rcaRI6L0Y0AiIiIiSsEpNiIiIqIUDEhEREREKRiQiIiIiFIwIBERERGlYEAiIiIiSsGARERERJSCAYmIiIgoBQMSERERUQoGJCIiIqIUDEhEREREKRiQiIiIiFIwIBERERGlYEAiIiIiSsGARERERJSCAYmIiIgoBQMSERERUQoGJCIiIqIUDEhEREREKRiQiIiIiFIwIBERERGlYEAiIiIiSsGARERERJSCAYmIiIgoBQMSERERUQoGJCIiIqIUDEhEREREKRiQiIiIiFIwIBERERGlYEAiIiIiSsGARERERJSCAYmIiIgoxf8HWVJiKKUVP54AAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = edges.plot(\n", " column=edges.index.values, categorical=True, cmap=\"tab20b\", figsize=(8, 8)\n", ")\n", "nodes.plot(ax=ax, zorder=2)\n", "ax.set_axis_off()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For attaching node ID to buildings, we will need both, nodes and edges. Given the index `edges` created from the graph likely do not match the `streets`, determine which edge building belongs to using `momepy.get_nearest_street` and then find out which end of the edge is the closer one." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2024-06-24T10:05:31.693824Z", "iopub.status.busy": "2024-06-24T10:05:31.693506Z", "iopub.status.idle": "2024-06-24T10:05:31.705296Z", "shell.execute_reply": "2024-06-24T10:05:31.703947Z" } }, "outputs": [], "source": [ "buildings[\"edge_index\"] = momepy.get_nearest_street(buildings, edges)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The node index is also inlcuded in `edges` as well, denoting each end of edge. (Length of the edge is also present as it was necessary to keep as an attribute for the graph.)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2024-06-24T10:05:31.710242Z", "iopub.status.busy": "2024-06-24T10:05:31.709824Z", "iopub.status.idle": "2024-06-24T10:05:31.719614Z", "shell.execute_reply": "2024-06-24T10:05:31.718874Z" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
geometrymm_lennode_startnode_end
0LINESTRING (1603585.640 6464428.774, 1603413.2...264.10395001
1LINESTRING (1603561.740 6464494.467, 1603564.6...70.02020208
2LINESTRING (1603585.640 6464428.774, 1603603.0...88.92430506
3LINESTRING (1603607.303 6464181.853, 1603592.8...199.74650314
4LINESTRING (1603363.558 6464031.885, 1603376.5...203.01409013
\n", "
" ], "text/plain": [ " geometry mm_len node_start \\\n", "0 LINESTRING (1603585.640 6464428.774, 1603413.2... 264.103950 0 \n", "1 LINESTRING (1603561.740 6464494.467, 1603564.6... 70.020202 0 \n", "2 LINESTRING (1603585.640 6464428.774, 1603603.0... 88.924305 0 \n", "3 LINESTRING (1603607.303 6464181.853, 1603592.8... 199.746503 1 \n", "4 LINESTRING (1603363.558 6464031.885, 1603376.5... 203.014090 1 \n", "\n", " node_end \n", "0 1 \n", "1 8 \n", "2 6 \n", "3 4 \n", "4 3 " ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "edges.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now use `momepy.get_nearest_node` to attach nodes. Keep in mind that this is not just a nearest neighbor join, each nearest node is ensured to be on one end of the nearest edge." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2024-06-24T10:05:31.723106Z", "iopub.status.busy": "2024-06-24T10:05:31.722795Z", "iopub.status.idle": "2024-06-24T10:05:31.731134Z", "shell.execute_reply": "2024-06-24T10:05:31.730526Z" } }, "outputs": [], "source": [ "buildings[\"node_index\"] = momepy.get_nearest_node(\n", " buildings, nodes, edges, buildings[\"edge_index\"]\n", ")" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2024-06-24T10:05:31.735158Z", "iopub.status.busy": "2024-06-24T10:05:31.734871Z", "iopub.status.idle": "2024-06-24T10:05:31.852929Z", "shell.execute_reply": "2024-06-24T10:05:31.851535Z" }, "tags": [ "hide_input" ] }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = buildings.plot(\n", " column=\"node_index\", categorical=True, cmap=\"tab20b\", figsize=(8, 8)\n", ")\n", "nodes.plot(ax=ax, zorder=2)\n", "edges.plot(ax=ax, zorder=1)\n", "ax.set_axis_off()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Transfer IDs to tessellation\n", "All IDs are now stored in buildings gdf. We can copy them to tessellation directly as both share the same index." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2024-06-24T10:05:31.861773Z", "iopub.status.busy": "2024-06-24T10:05:31.861457Z", "iopub.status.idle": "2024-06-24T10:05:31.875280Z", "shell.execute_reply": "2024-06-24T10:05:31.873214Z" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
uIDgeometryedge_indexnode_index
01.0POLYGON ((1603578.489 6464344.527, 1603577.040...0.00.0
12.0POLYGON ((1603067.112 6464177.926, 1603054.848...20.09.0
23.0POLYGON ((1602978.618 6464156.859, 1603006.384...22.011.0
34.0POLYGON ((1603056.595 6464093.903, 1603011.539...19.011.0
45.0POLYGON ((1603110.459 6464114.367, 1603109.099...19.011.0
\n", "
" ], "text/plain": [ " uID geometry edge_index \\\n", "0 1.0 POLYGON ((1603578.489 6464344.527, 1603577.040... 0.0 \n", "1 2.0 POLYGON ((1603067.112 6464177.926, 1603054.848... 20.0 \n", "2 3.0 POLYGON ((1602978.618 6464156.859, 1603006.384... 22.0 \n", "3 4.0 POLYGON ((1603056.595 6464093.903, 1603011.539... 19.0 \n", "4 5.0 POLYGON ((1603110.459 6464114.367, 1603109.099... 19.0 \n", "\n", " node_index \n", "0 0.0 \n", "1 9.0 \n", "2 11.0 \n", "3 11.0 \n", "4 11.0 " ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tessellation[[\"edge_index\", \"node_index\"]] = buildings[\n", " [\"edge_index\", \"node_index\"]\n", "]\n", "tessellation.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we should be able to link all elements together as needed for all types of morphometric analysis in `momepy`." ] } ], "metadata": { "celltoolbar": "Tags", "kernelspec": { "display_name": "momepy", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.9" } }, "nbformat": 4, "nbformat_minor": 4 }