{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---------------\n",
    "\n",
    "**If any part of this notebook is used in your research, please cite with the reference found in** **[README.md](https://github.com/pysal/spaghetti#bibtex-citation).**\n",
    "\n",
    "\n",
    "----------------\n",
    "\n",
    "## Generating regular lattices and visualizing shortest paths\n",
    "### Creating data for testing and demonstrating routes\n",
    "\n",
    "**Author: James D. Gaboardi** **<jgaboardi@gmail.com>**\n",
    "\n",
    "**This notebook is a walk-through for:**\n",
    "\n",
    "1. Instantiating a simple network through a generated regular lattice\n",
    "2. Generating shortest path geometric objects\n",
    "3. Visualizing shortest paths"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:05.921373Z",
     "start_time": "2021-06-28T23:34:05.912766Z"
    }
   },
   "outputs": [],
   "source": [
    "%config InlineBackend.figure_format = \"retina\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:05.957869Z",
     "start_time": "2021-06-28T23:34:05.923993Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Last updated: 2021-06-28T19:34:05.940066-04:00\n",
      "\n",
      "Python implementation: CPython\n",
      "Python version       : 3.9.4\n",
      "IPython version      : 7.24.1\n",
      "\n",
      "Compiler    : Clang 11.1.0 \n",
      "OS          : Darwin\n",
      "Release     : 20.5.0\n",
      "Machine     : x86_64\n",
      "Processor   : i386\n",
      "CPU cores   : 8\n",
      "Architecture: 64bit\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%load_ext watermark\n",
    "%watermark"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:07.565471Z",
     "start_time": "2021-06-28T23:34:05.961030Z"
    },
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Watermark: 2.2.0\n",
      "\n",
      "libpysal  : 4.4.0\n",
      "spaghetti : 1.6.2\n",
      "matplotlib: 3.4.2\n",
      "json      : 2.0.9\n",
      "\n"
     ]
    }
   ],
   "source": [
    "import libpysal\n",
    "from libpysal.cg import Point\n",
    "import matplotlib\n",
    "import matplotlib.pyplot as plt\n",
    "import spaghetti\n",
    "\n",
    "%matplotlib inline\n",
    "%watermark -w\n",
    "%watermark -iv"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "-----------------------------\n",
    "### 1. Demonstration with a synthetic network\n",
    "#### 1.1 Instantiate a network from a 4x4 regular lattice"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:07.575391Z",
     "start_time": "2021-06-28T23:34:07.568787Z"
    }
   },
   "outputs": [],
   "source": [
    "lattice = spaghetti.regular_lattice((0,0,3,3), 2, exterior=True)\n",
    "ntw = spaghetti.Network(in_data=lattice)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-01-20T17:29:34.991019Z",
     "start_time": "2020-01-20T17:29:34.976520Z"
    }
   },
   "source": [
    "#### 1.2. Extract network elements and visualize them"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:07.611348Z",
     "start_time": "2021-06-28T23:34:07.577564Z"
    }
   },
   "outputs": [],
   "source": [
    "vertices, arcs = spaghetti.element_as_gdf(ntw, vertices=True, arcs=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:07.846511Z",
     "start_time": "2021-06-28T23:34:07.613897Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 574,
       "width": 580
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "base = arcs.plot(linewidth=3, alpha=0.25, color=\"k\", zorder=0, figsize=(10, 10))\n",
    "vertices.plot(ax=base, markersize=20, color=\"red\", zorder=1);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 1.3. Instantiate several synthetic observations and snap them to the network"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:07.857384Z",
     "start_time": "2021-06-28T23:34:07.850702Z"
    }
   },
   "outputs": [],
   "source": [
    "synth_obs = [Point([0.2, 1.3]), Point([0.2, 1.7]), Point([2.8, 1.5])]\n",
    "ntw.snapobservations(synth_obs, \"synth_obs\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-01-20T17:29:35.537962Z",
     "start_time": "2020-01-20T17:29:35.519530Z"
    }
   },
   "source": [
    "#### 1.4. Extract point patterns and visualize plot\n",
    "##### Note the labeling for network elements and observations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:07.870882Z",
     "start_time": "2021-06-28T23:34:07.860242Z"
    }
   },
   "outputs": [],
   "source": [
    "# true locations of synthetic observations\n",
    "pp_obs = spaghetti.element_as_gdf(ntw, pp_name=\"synth_obs\")\n",
    "# snapped locations of synthetic observations\n",
    "pp_obs_snapped = spaghetti.element_as_gdf(ntw, pp_name=\"synth_obs\", snapped=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 1.4.1. Defined helper functions for labeling"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:07.879116Z",
     "start_time": "2021-06-28T23:34:07.872818Z"
    }
   },
   "outputs": [],
   "source": [
    "def arc_labels(a, b, s):\n",
    "    \"\"\"Label each leg of the tour.\"\"\"\n",
    "    def _lab_loc(_x):\n",
    "        \"\"\"Helper for labeling location.\"\"\"\n",
    "        return _x.geometry.interpolate(0.5, normalized=True).coords[0]\n",
    "    kws = {\"size\": s, \"ha\": \"center\", \"va\": \"bottom\"}\n",
    "    a.apply(lambda x: b.annotate(text=x.id, xy=_lab_loc(x), **kws), axis=1)\n",
    "\n",
    "def vert_labels(v, b, s):\n",
    "    \"\"\"Label each network vertex.\"\"\"\n",
    "    def _lab_loc(_x):\n",
    "        \"\"\"Helper for labeling vertices.\"\"\"\n",
    "        return _x.geometry.coords[0]\n",
    "    kws = {\"size\": s, \"ha\": \"left\", \"va\": \"bottom\", \"weight\": \"bold\"}\n",
    "    v.apply(lambda x: b.annotate(text=x.id, xy=_lab_loc(x), **kws), axis=1)\n",
    "    \n",
    "def obs_labels(o, b, s, c=\"g\"):\n",
    "    \"\"\"Label each point pattern observation.\"\"\"\n",
    "    def _lab_loc(_x):\n",
    "        \"\"\"Helper for labeling observations.\"\"\"\n",
    "        return _x.geometry.coords[0]\n",
    "    kws = {\"size\": s, \"ha\": \"left\", \"va\": \"bottom\", \"style\": \"oblique\", \"c\":c}\n",
    "    o.apply(lambda x: b.annotate(text=x.id, xy=_lab_loc(x), **kws), axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:08.384517Z",
     "start_time": "2021-06-28T23:34:07.881327Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 574,
       "width": 580
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "base = arcs.plot(alpha=0.2, linewidth=5, color=\"k\", figsize=(10, 10), zorder=0)\n",
    "vertices.plot(ax=base, color=\"r\", zorder=1)\n",
    "pp_obs.plot(ax=base, color=\"g\", zorder=2)\n",
    "pp_obs_snapped.plot(ax=base, color=\"g\", marker=\"s\", zorder=2)\n",
    "# arc labels\n",
    "arc_labels(arcs, base, 12)\n",
    "# vertex labels\n",
    "vert_labels(vertices, base, 14)\n",
    "# synthetic observation labels\n",
    "obs_labels(pp_obs, base, 14);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 1.5. Generate observation shortest path trees"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:08.393017Z",
     "start_time": "2021-06-28T23:34:08.386496Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[nan, 0.4, 3.8],\n",
       "       [0.4, nan, 3.8],\n",
       "       [3.8, 3.8, nan]])"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d2d_dist, tree = ntw.allneighbordistances(\"synth_obs\", gen_tree=True)\n",
    "d2d_dist"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##### Note that a tag of ``(-0.1, -0.1)`` labels the points as being snapped to the same network arc"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:08.399911Z",
     "start_time": "2021-06-28T23:34:08.395147Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{(0, 1): (-0.1, -0.1), (0, 2): (2, 13), (1, 2): (4, 14)}"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tree"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 1.6. Generate shortest paths as ``libpysal.cg.Chain`` objects"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:08.406523Z",
     "start_time": "2021-06-28T23:34:08.402107Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[[(0, 1), <libpysal.cg.shapes.Chain at 0x164ed0b50>],\n",
       " [(0, 2), <libpysal.cg.shapes.Chain at 0x164ed0eb0>],\n",
       " [(1, 2), <libpysal.cg.shapes.Chain at 0x164eff220>]]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "paths = ntw.shortest_paths(tree, \"synth_obs\")\n",
    "paths"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 1.7. Extract the shortest paths within ``geopandas.GeoDataFrame`` and plot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:08.422517Z",
     "start_time": "2021-06-28T23:34:08.408442Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>geometry</th>\n",
       "      <th>O</th>\n",
       "      <th>D</th>\n",
       "      <th>id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>LINESTRING (0.00000 1.30000, 0.00000 1.70000)</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>(0, 1)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>LINESTRING (0.00000 1.30000, 0.00000 1.00000, ...</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>(0, 2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>LINESTRING (0.00000 1.70000, 0.00000 2.00000, ...</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>(1, 2)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                            geometry  O  D      id\n",
       "0      LINESTRING (0.00000 1.30000, 0.00000 1.70000)  0  1  (0, 1)\n",
       "1  LINESTRING (0.00000 1.30000, 0.00000 1.00000, ...  0  2  (0, 2)\n",
       "2  LINESTRING (0.00000 1.70000, 0.00000 2.00000, ...  1  2  (1, 2)"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "paths_gdf = spaghetti.element_as_gdf(ntw, routes=paths)\n",
    "paths_gdf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:08.543944Z",
     "start_time": "2021-06-28T23:34:08.424050Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 504x504 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 161,
       "width": 427
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "paths_gdf.plot(figsize=(7, 7), column=paths_gdf.index.name, cmap=\"Paired\", linewidth=5);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 1.8. Plot the routes within the context of the network"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:08.972844Z",
     "start_time": "2021-06-28T23:34:08.546217Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 574,
       "width": 580
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "base = arcs.plot(alpha=0.2, linewidth=5, color=\"k\", figsize=(10, 10), zorder=0)\n",
    "paths_gdf.plot(ax=base, column=\"id\", cmap=\"Paired\", linewidth=5, zorder=1)\n",
    "vertices.plot(ax=base, color=\"r\", zorder=2)\n",
    "pp_obs.plot(ax=base, color=\"g\", zorder=3)\n",
    "pp_obs_snapped.plot(ax=base, color=\"g\", marker=\"s\", zorder=2)\n",
    "# arc labels\n",
    "arc_labels(arcs, base, 12)\n",
    "# vertex labels\n",
    "vert_labels(vertices, base, 14)\n",
    "# synthetic observation labels\n",
    "obs_labels(pp_obs, base, 14);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "-----------------------------------\n",
    "### 2. Demostration with emprical datasets\n",
    "#### 2.1 Instantiate an emprical network, extract elements, and visualize"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:09.279438Z",
     "start_time": "2021-06-28T23:34:08.974899Z"
    }
   },
   "outputs": [],
   "source": [
    "ntw = spaghetti.Network(in_data=libpysal.examples.get_path(\"streets.shp\"))\n",
    "vertices, arcs = spaghetti.element_as_gdf(ntw, vertices=True, arcs=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:09.505463Z",
     "start_time": "2021-06-28T23:34:09.281281Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 574,
       "width": 591
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "base = arcs.plot(linewidth=10, alpha=0.25, color=\"k\", figsize=(10, 10))\n",
    "vertices.plot(ax=base, markersize=100, alpha=0.25, color=\"red\");"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 2.2 Snap emprical observations and extract the point patterns as ``geopandas.GeoDataFrames``"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:09.577166Z",
     "start_time": "2021-06-28T23:34:09.507383Z"
    }
   },
   "outputs": [],
   "source": [
    "ntw.snapobservations(libpysal.examples.get_path(\"schools.shp\"), \"schools\")\n",
    "pp_obs = spaghetti.element_as_gdf(ntw, pp_name=\"schools\")\n",
    "pp_obs_snapped = spaghetti.element_as_gdf(ntw, pp_name=\"schools\", snapped=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-01-20T17:29:38.479653Z",
     "start_time": "2020-01-20T17:29:38.468040Z"
    }
   },
   "source": [
    "#### 2.3 Plot empirical data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:12.219497Z",
     "start_time": "2021-06-28T23:34:09.579043Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x1080 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 846,
       "width": 879
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "base = arcs.plot(alpha=0.2, linewidth=5, color=\"k\", figsize=(15, 15), zorder=0)\n",
    "vertices.plot(ax=base, markersize=5, color=\"r\", zorder=1)\n",
    "pp_obs.plot(ax=base, markersize=5, color=\"g\", zorder=2)\n",
    "pp_obs_snapped.plot(ax=base, markersize=5, marker=\"s\", color=\"g\", zorder=2)\n",
    "# arc labels\n",
    "arc_labels(arcs, base, 6)\n",
    "# vertex labels\n",
    "vert_labels(vertices, base, 7)\n",
    "# synthetic observation labels\n",
    "obs_labels(pp_obs, base, 12);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 2.4 Generate shortest path routes and extract them"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:12.740501Z",
     "start_time": "2021-06-28T23:34:12.221599Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>geometry</th>\n",
       "      <th>O</th>\n",
       "      <th>D</th>\n",
       "      <th>id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>LINESTRING (727287.664 879867.386, 727294.797 ...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>(0, 1)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>LINESTRING (727287.664 879867.386, 727294.797 ...</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>(0, 2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>LINESTRING (727287.664 879867.386, 727294.797 ...</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>(0, 3)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>LINESTRING (727287.664 879867.386, 727294.797 ...</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>(0, 4)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>LINESTRING (727287.664 879867.386, 727281.557 ...</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>(0, 5)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                            geometry  O  D      id\n",
       "0  LINESTRING (727287.664 879867.386, 727294.797 ...  0  1  (0, 1)\n",
       "1  LINESTRING (727287.664 879867.386, 727294.797 ...  0  2  (0, 2)\n",
       "2  LINESTRING (727287.664 879867.386, 727294.797 ...  0  3  (0, 3)\n",
       "3  LINESTRING (727287.664 879867.386, 727294.797 ...  0  4  (0, 4)\n",
       "4  LINESTRING (727287.664 879867.386, 727281.557 ...  0  5  (0, 5)"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d2d_dist, tree = ntw.allneighbordistances(\"schools\", gen_tree=True)\n",
    "paths = ntw.shortest_paths(tree, \"schools\")\n",
    "paths_gdf = spaghetti.element_as_gdf(ntw, routes=paths)\n",
    "paths_gdf.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-01-20T20:35:34.560129Z",
     "start_time": "2020-01-20T20:35:34.546434Z"
    }
   },
   "source": [
    "#### 2.5 Plot the shortest path routes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:12.872415Z",
     "start_time": "2021-06-28T23:34:12.745688Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 504x504 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 348,
       "width": 464
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "paths_gdf.plot(figsize=(7, 7), column=\"id\", cmap=\"Paired\", linewidth=5);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 2.6. Plot all shortest path routes within the context of the network"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:13.151265Z",
     "start_time": "2021-06-28T23:34:12.874833Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 574,
       "width": 606
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "base = arcs.plot(alpha=0.2, linewidth=5, color=\"k\", figsize=(10, 10), zorder=0)\n",
    "pp_obs.plot(ax=base, color=\"g\", zorder=2)\n",
    "pp_obs_snapped.plot(ax=base, color=\"g\", marker=\"s\", zorder=2)\n",
    "paths_gdf.plot(ax=base, column=\"id\", cmap=\"Paired\", linewidth=10, alpha=0.25)\n",
    "# synthetic observation labels\n",
    "obs_labels(pp_obs, base, 12);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 2.7. Plot the shortest path routes originating from observation ``0``"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:13.159102Z",
     "start_time": "2021-06-28T23:34:13.153277Z"
    }
   },
   "outputs": [],
   "source": [
    "obs0 = 0\n",
    "pp_ob0 = pp_obs[pp_obs[\"id\"]==obs0]\n",
    "pp_obX0 = pp_obs[pp_obs[\"id\"]!=obs0]\n",
    "orig_ob0 = paths_gdf[paths_gdf[\"O\"]==obs0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:13.435425Z",
     "start_time": "2021-06-28T23:34:13.160973Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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gPS7g4Ct6eME1engBSCsCL3cIvC4hpIAr7EvZ5H8tB+8xpBG+oocXXKO+BJBWBF7uEHhdwvkMrhB4ZZP/tRy8Rw8v+Mq2hxeBF2zRwwtAWhF4uUPgdQkhBVyhbZRNnDGQec1O1rlcTsYY5XK5IE7o8I9tDy+GNMIWgReAtLINvPiQpzUCr0sIvNBr/diX2H+bI/BC5q2srGhlZUXGmLWAyxizdrIvlUqS6OGFbImiiCGNcI4esQDSqFQqWQUT1XYeNmYb8lCWlxAYoBXC02wi8ELmDQ4OWg/9ArLCNuzK5/PK5/MJbw18QQ8vAGlE7y636OF1CSEFXGFfyib/azkAyCB6dyEJBF4A0sj2nMf8XXZsA68QLswJKeAK+1I2EXgBQArZ9lpk/i60g7s0oh/Yn9AKE9a7RQ+vSwgp4ArnsmxyVssZY55tjLnDGPOgMWbBGHPUGPNBY8z3xKw7ZIz5RWPMl40x540xs8aYu40x7zTG7I1Z/0pjzG+sPt99xpiyMSYyxlzTYptGjDFvNMZ8xxizaIw5a4z5P8aY6zd4zJXGmD83xjxkjFkyxjxgjHm7MWbrBo95mjHm48aYC8aYeWPMN40xv2yMYZwRgI7QwwtJoIcXgDQi8HKLwOsSAi/0GvtSujip5Ywxb5H0MUlPkvQPkt4h6auSni/pc8aYl9WsW5B0WNIfStok6X9L+hNJZyX9kqRvGGNuqHuJ75L0O5J+RJKRNGWxTUOS/lHS6yVNr27TJyW9QNJdxpibYh5zUNJXJP2spC9L+gNJRyW9StIXjDGXxzzm+ZLulHSzpA9L+iNJg6uPfX+r7QSAOPTwQhIIvACkEYGXWwRelxB4wRX2pWzq+qxhjNkl6dWSzkh6XBRFZ2v+9gxJn5L0JknvW138Aknfq0ro9cwoiso1679RlYDq1ZJuq3mZu1QJlL4RRdG0MeYzkm5psWm/uvo6H5L0Y9XXMcZ8QNJHJP25Meaxta8v6Y8l7ZD0H6MoelfNdr1N0q9I+l1Jv1CzfELSeySVJD09iqK7Vpe/bvV9v8gY85Ioigi+ALSFHl5IQjuBVxRFNNoA9ASBl1sEXpfwAQ5cIfDKJhe13N7V5/lSbdglSVEUfVrSjKTtNYsPrH6/vS5skqS/W/1eu76iKHowiqJ/iqJo2maDTGUvqwZTr6l9nSiK/k7SP0m6QTWhmTHmgKRnSnpAlV5atd4gaU7STxpjxmqWv2h1W99fDbtWX2NR0m+u/vrvbbYZAGrZ9vAi8EK76OUFIG0IvNwi8LqEkAKu0C7KJhdnjXslLUt6ijFmWxRF56t/MMbcrMqwxY/UrH9k9fuzjDHvqAu9nrP6/ZNdbtNBSVdLuieKomMxf/+EpO+X9AOSPr267AdWv99RH8RFUTRjjPmcKoHYU1XpnVb7mH+IeY07Jc1LepoxZiiKoqVO3wzaF1chVXssuHo+W+Vy2arhUS6XVSqVOn6ddvSqwk7ideJ6nWT5/TR7ndnZWS0tta42yuWyFhcXO3qNpPnyGr16nV69l7m5uYY6yRjT8PpTU1PK59ufijLJ95F0Gbl6/n7UU/14/snJSc3Pz69bls/nFUWRcrmcjDHK5XJaXFzU4OCgcrnc2hdQi8DLrbh258WLF7W0tLR2bBpjNDY2tnZMVo/X2p+bLctSOETgBVfYl7Kp67NGFEUXjDG/Lultkr5ljPmIpEdUCZ2ep8o8Wj9f85DbJf2tpBdK+ldjzCdVCcyeLOn7JL1Llfm9unHd6vd7mvz93tXv17b5mGeuPqYaeDV9TBRFRWPMMUk3qtKr7e7Wmw1Xjh8/roWFhXXL5ufnNTY21uQRyVlaWtLRo0dbrjc4OGjdqydkuVzO+pPLLPv2t7+97sTa7H3n83kuANCWkydPWh1Dw8PD7FvY0EMPPdRwrh0eHm4I4aMo0ujo6LpluVxO+Xx+XQhW/3un6yB7CLzciqvjZ2dnNTMzs25ZoVDQ3Nxc289fDb1sA7JOQrVmy5IK3Agp4Ar7Uro4OWtEUfR2Y8wDkv5c0str/nSfpPfWDnWMoigyxrxIlbm6XqfK0MKqw5L+Joqibru5bF793mxy++ryLX14TCxjzFea/OnRrR4LwC/FYtHqUyRjDI1/tC2U0Bj9Ybtv2fZ+rhfXG7FeN2FZq3WQDAIvt+KOrbjjptN9ujpqol/nkrgQrFlAdurUKZXL5XUhnaR160iVHnCFQiE2XGsWvCEs9PDKJidnDWPMayT9nqR3qtI767QqQc3vS/prY8wToih6zeq6w5L+UtKzJP2iKvN2zasywfw7Jd1pjHnx6lxbSanuhe30/+/VYwAEjoY/ksQcXkhSGsLUaphmW5e2o9veZxutEzLOe27F1d9xx2ZWL8yjKLKeBmRycrKhPOKGnU9MTLR9HG4UhtkEZi7XQfIIvLLJxV0any7pLZI+HEXRr9b86avGmBeoMtzv14wxfxJF0VFJr5X0YkmviqLoT2vW/8Rqz6+vS3qHLk1g34lqz6rNTf4+UbdeLx8TK4qiJ8ctX+359aRWjwfgDxr+SAMCL3Qi6cDLpodXkjrtmWYjieGd1WVp1k54wXnPTtI9vLIuLpDoJKRoZ99NWqtQrJNQLZ/Pr+s9F/owctpF2eTirFGdaP7T9X+IomjeGPNlSS+Q9ERJR1us/w1jzAVJe40xl0dR9EiH2/Sd1e/XNvn7o1a/18691eljvmv1MeuGJBpjCpL2Syqq8r6RkLgTVLWrde1E9f2qpGwb51SijUqlklW5+HbCHRoa0q5du7S0tKSVlRUtLS2pVCppZWVl7WIriiINDg72e1ORUdXjqn4ulOrP/Q4VsiSKIp0/f37DyZ2rPw8PD/d7c52Km0snaxNap0mvwjTXgVq3/2/bD3mqF99obWRkRFKlHVUqldb2q2r7odq+SkOPzKQ1u5FVXN2VZUkMM83l7KZAaDeAb2edNKGHVza5CLyGVr9vb/L36vLqbNxN1zfGDOlSr6huZu++X9IJSdcaY/bH3KnxWavfP1WzrBrAPdMYk6u9U6MxZpMqQy4XJH2x5jGfkvRSST8s6X/XvcbNkkYl3ckdGpNVKBRUKBTWTuK1d4eKu5DrtbiTKuw8/PDDDROsxl2I79mzR5s3N+tomT1zc3M6ffr0umXGGA0MDKw1XovFYk/2K4IP/9RfoFbrqPo72fJ/t1Mul3X+/PmW6xlj9OhH+zUtZ9zdj5Oum9gvO9PLMK3di9qlpSXNz8/HPk8tenfZm5+fb5iMvlQqrZVptddf2gIF15rVF7TL3epF/ZJEoJYU9q90cXHm+CdJr5T0CmPMn0ZRdKr6B2PMs1QJihYlfb5m/cdI+i/GmM/VhUG/tbpN/xJF0fqr3DasToz/J6rMK/ZfjTE/Vg2wjDHPl/T9kr4l6bM1j7nfGHOHKndi/EVV7hZZ9UZJY5L+NIqi2rPHh1QZzvkSY8y7oii6a/U1hiX9zuo6/6PT9wE71Yv/VmgkIys2OlHm83nl83kNDg7SwwsdoSHmlu25xfcLyyo+5AlPtxe7c3NzOnHixLplW7du1a5du9YtI/Cy12z0Q2hqP9CRmg9lpM6Kl4Z9pl9zMsYtO3/+vEql0rqe2yMjIw3DxtO8P6Xhf9prLs4cH5L0SUk/KOluY8yHVZm0/npVhi8aSa+tGZ74u5KeK+mQpG8bY/5BlZ5T3yvpKas/v6r+RYwx7635tfoR6VuMMdVg7H9GUfTPNeu8bfX1XyTpS8aYw5KuVmX+sHlJt9X24lr1H1QJ5t5pjDkk6W5JN0l6hipDGX+jduUoiqaNMS9fLYPPGGPeL+mCpOdJum51+Qfiiw2uMAEzfGN7Ycw+jSSxf9mxvdAPJfAql8uJf3LOvumXuDmQ4tp2AwMDvdgcL9gGXr4fSzY9l6sjQ9DI9/2j3bD+9OnTDcHbvn371oYQV6U58ApR14FXFEVlY8ytqvSKeokq83WNqhL8fFzSO6MouqNm/VPGmCdJ+nVJz5b0s5Jykh6W9F5Jb4mi6NsxL/XTMcteWPPzZyStBV5RFC0ZY35QlUnyf0LSr0ialvQRSW+IouhbMe/lfmPMd0l6kyrDFG9d3a53SnpjFEUXYh7zEWPMLaqEYT8iaVjSfZJ+dfW9+11TpADhAHxDiIsk0RBzizk91gthTiC4FddzI65tRw8vewReFdTPdqIo0iOPVPqmVHu81fZ8q/1906ZN/dzUvorbn0Lfd7LAyZkjiqIVSW9f/bJZ/5ykV69+2b5G23tTFEULkt6w+mX7mJOqhHDtvM7nVAnH0AfNKhpXd2Dp5LVrxU3oGvcJ9UaTM/aqMk3b6wwMDDQ0cOPKbmBgIPaT37S9H1ulUqnh/TT7tNv1JNg2+6rr10hCVv/3vXiNsbExq/pxfHxcY2NjTl4z6XJK8vlbPffCwkLDBUDcsL6RkRFt3bq17efvVpLPf/HiRQ0NDa1btry8rHw+v+4GG8PDwxoYGFi3DKhq1cOrWCxqZmZGW7Zs6eFWZVvccb99+/a1sq4eh5dffrnGx8fXJjuvfm/2sw8T3ce1a0IPLcrlss6dO7duWdx5LJfL6brrruvlpqWK7Z1OQ9+f0oaPSpB5cZXK3r17G5bt27dPl19+eS82aZ3FxUWrbvhDQ0N6zGMe04Mtyo5NmzbpwoWGjpUN9u/fr8suu6wHW9Qb8/PzVreRHx0d1fXXX9+DLYJPoijS7Oxsy/UOHjwY9Ce5tmZnZ7W4uNhyvbGxMR04cKAHW9Q7S0tLVvvSddddp/Hx8bXfqxfN1bvH1X7ZLNtoHcK07BkaGtLExMTaTVmqoczk5KSmp6c1Pz8vSdq2bVs/NzNT4trGcYH7lVde2VGQuFEYluSydo9xenjZoZw6l6bAy2bUU4j/QwIvZJ7tgduvT6RCrFjQnbTv08g26iS3mMOrfcaYtRtwuFZ7YdxteEaY1hsTExOamJhQsVjU9PS0pqenVSgUNDExofHx8bWbE3HOs5f01AhJHsM2bMOy6t0qq3N5Vfeh2rmboihSoVDQ1q1bY5+j9rH1y3wW18Mr9PZDdbL66v++Ov9bba/Bft24xRhjVUf6vt/GIfBC5jHfEXxje2FM4x+doM50i8ArXWovxF1Pcl57Yd1teFa/LOTjbWlpSQ8//LAWFhbWll122WVrUz1U/49RFGlhYaFhgmg08r2er9anrQK3oaEhqx5sw8PDbffArYZecWGYTWDmep1uZHU/6LW4sq4fIht6KJhGBF7IPCath28IvJAG1Jl2CLzC0aueaa4DtbSfKwqFQsOw4GbHy+TkJIGXBd8DL1u276+T+rl2Uvd+9XSr1U1gtri4qKmpqXXrlEqltV5D1a9CoaDh4eF19Yzv+9BGaveB+uVIDwIvZB4ndfiGwAtJoiHmFoEXXOh3mNZpwObiPJTP5zU2NrZuPrhm9dTk5KT27NnT9Wv6jrZxRUhzU1XrkE4sLi42TFofZ2hoSDfeeOO6ZRsNI+92nsa07Z9xNxyL48P+5BMCL2QeJ3X4hl6LSBJ1pltJ9iAAXOh1mNZJoLZr1y6dPHly7fdm27q4uMiwRgvU8xUhBV7d6Kac0j6MvNnjXOz7nNezgcALmccE3/BNOw3Vfk2OCf/5fiHkCj28EDJXYVqpVNLg4KBVvcOwxtYIvCps62faUXZ6XU797vla+3upVNLp06fXDeWM2y72pfQh8ELmcVKHj3K5nFVDbaNPwoE4NMbc4oIK6F4+n9fExISmpqZarsuwxtZoG1fQw8tOiOXUbphWLpd15syZhLcKSeDjRmQew7/gI+bxQlK4EHKLHl6tsS/BxtatW63WW1xcbJjkHutRz1cw5NxOiIFXUiij9An76IYXOKnDRwRe6DfqTDsEXoAbW7ZssW7TTU5OJrw12UbbuIIgxw7l1Jrvx4rPaH0h8zipw0cEXkhKyA3WJBB4AW7k83lt2rTJal0Cr43RNq4gyLFDOblDGaUPrS9kHpPWw0cM1UVSuBByiyEzgDu2wxoXFhYY1rgB6vkKghw7vu8HLlBG2UXrC5nHSR0+oocX+o060w49vAB3GNboBm3jCm4qYodgsDXKKLtofSHz6AkDH9FzEUnhQsgtAi/AnUKhwLBGB6jnK+iBa4cwxx3KKH3CPrrhBU7q8BE9vJAUGmNuhdyDwMf3hP5rZ1jj0tJSwlvjN9/bxgQ5diin1nw/VnxG4IXMI/CCjwi80G/UmXbo4QW4xbDG7tE2riDIcYtyao0ySh9aX8g8hn7BRwReSAoXQm4ReAFuMayxe9TzFQRediin1nw/VnxG6wuZx0kdPmJuOiQl5AZrEgi8APe2bNlitd78/DzDGmPQNq4Iech5Owi83KGM0ofWFzKPYAA+oocX+o060w6TIgPu2c7jJdHLKw6BVwX1sx0Cr9Yoo+wK++iGFzipw0cEXkgKdaZb9PAC3GNYY3eo5ysIKexQTq35cqz48j7aQesLmcdJHT7+b5mbDkkJucGaBAIvIBm2vbwY1tiItnEFQY4d3/eDXgp9X0ojWl/IPF+CAU42qEUPLySFCyG3mCMGSIbtPF6SdPHixcS2I4uo5ysIvOxQTq35fqz4jMALmcdJHT4i8EK/UWe21k7YFfKFAtCJgYEBhjV2iLZxBR9I2CHwcocySh8CL2Qek9bDRwReSAqNMXcYzggky3ZY49zcnJaXlxPemuwg8KogyLFDObXm+7HiM1pgyDxO6vARQS6SQp3pDncAA5LVzrBGenldEnIwUYs62q2Q9ytCwezi6EbmcfEGH9HDC/1GndkaPbyAZA0MDGh8fNxqXQKvS2gbVxBS2KGc3OlXGfG/aY4WGDLPl0nr0SjkypvAC0kJ+bhyjflhgOQxrLF9BF4VBDl2KKfWfD9WfEbghcxrp/LtR2UV8skBnSPIRVK4EHKHHl5A8mwDL4m7NVZRz1fwoYQdAi93KKP0oQUGL3Bih2/o4YV+o75sjcALSJ7tsMZSqaSjR4/2YIvSj3ZxBUGOHcqpNd+PFZ/RAoMXmOAbviHwQlJCbrC6RuAF9EarXl4zMzM6duyYzpw5Qy8vEXhVMWm9Hd/3g16ijZU+YR/d8AYndviGwAtJob50h4spoDea3a2xWCxqenpa5XJZ+/fv15VXXqmTJ08Gf26knq+g55Idyqk1yii7aIHBC5zY4Rt6LaLf2Ldao4cX0BuDg4MaGxuTVDmetmzZoomJCRUKBU1MTGjz5s3K5/OSpOXlZT300EP93Ny+o11cQUhhh3JqzfdjxWeFfm8A4AIndviGHl5ISsgNVtcIvOxw7oULu3fvVrlc1tDQkE6ePKnZ2dmm6545c0Zbt25dC8lCQ7u4giDHDuXkDmWUPmG3wOAN7mgH37BPIylcCLnDHcCA3tm8ebNWVlb07W9/e8Owq+r48ePB1mPU8xXU0W6FXE6+Hys+I/CCN6IoWlcZGWOUy+XWfVFZISuMMYRe6Cvqy9bo4QX0VjttuYWFBZ05cybhLUonAq8K5lm0Qw8vdyij9An76IY38vl8Q0AQRZHK5fK6L99P7PALwxqRBBpj7hB4Ab21bds2jY+PW6//8MMPa2lpKcEtSicCrwqCHDuUU2uUUXbRAgOAlCLwQhK4EHKHwAvovb1797bVA/r48eMJb1H6UM9XEFLYoZxa8/1Y8RktMHiBEzt8xJ0a0U/sV62FPlwm5Isf9M/w8LB2795tvf7MzIweeeSRBLco23yu6wly7FBO7lBG6eNnCwzBIfCCj+jhhSTQGHOHHl5Af+zatUsjIyPW6588eVIrKysJblH6hN42rp/bdyOhnxd93QdcooyyixYYgkJlhSxh0nokIfSLIJcIvID+MMZo79691uuXSiU9+OCDCW5R+oRe1xN22aOs3KGM0ocWGLxA5QIf0cML/eTrRZBL3PIe6J+xsTHt2LHDev0LFy5oamoqwS1KFwKvsIect4PAqzVfj5MQcITDC6Gf1OEnAi8kIeQGq2v08AL6a8+ePRocHLRe/8SJEyqVSgluUXqE3jYmxLFHWblDGaUPLTB4IfSTOvxE4IUkUF+6Q+AF9Fc+n9fVV19tvf7y8rIeeuihBLcoPUKv6wlx3Au5rNifsosWGACkFHdpRD+xX7VG4AX03+bNm7V161br9c+ePau5ubkEtygdCLwIKGxRVq35cpz48j7aQQsMXgj9pA4/0cMLSaC+dIc5YoB0uOqqq5TP563XP378uPd1XOh1PXMs2iPwcocySh9aYPBC6Cf10Pn6fyXwQhJojLlDDy8gHQYGBnTllVdar7+wsKAzZ84kuEX9F3rbmBDHHmXVmq/HSQhogSEoVFbIEtuGBYEXkkB92RqBF5Ae27Zt06ZNm6zXf+ihh7S4uJjgFvVXyOGERA/cdhB4uUMZpQ9HOLzgQ+XCxSXq0cMLSQj9U3+XGDIDpMvevXvbquNOnDiR8Bb1T+h1PSGOPV/3AZeyvD9FUbT2FSICL3gh9JM6/ETghSSksTGWVfTwAtJlaGhIe/bssV5/ZmZG58+fT3CL+if0tnGWA4peo6xaS/txstH/xhiz9hUiWmDwQugndfiJwAv9RH25sXY+LSXwAnpn586dGhkZsV7/wQcf1MrKSoJb1B+ht43pgWuPwMsdyih9aIEBQErZXiT72lhFMkK/CHKFsAtIJ2OM9u7da71+qVTSyZMnE9yi/gi9rifEsUdZtebrcRICWmHwQugndV+FfGKV6OGFZIR+XLnCcEYgvcbGxrRjxw7r9ScnJ3Xx4sXkNqgPQm8b86GEe7QfWqOM0ocjHF4I/aQOPxF4IQnUl24wXAZItyuuuEKDg4PW6584cUKlUinBLeqt0Ot6ei3Zo6xa8/U4CQGBF4JCZYUssW1YEHghCdSXG6OHF5BuuVxOV199tfX6KysrOnXqVIJb1FsEXoQ4tiir1iij7KIVBi+kuXJJ87Yh3ejhhSRQJ7lB4AWk3+bNm3XZZZdZr3/u3DnNzc0luEW9Q+BFQGHD1/9/v4S+P6URrTB4IfSTOvxE4IUkUF+6QeBlj30J/XTVVVepUChYr3/8+HEv9tnQ63qGndshGLTj63ESAlph8ELoJ3X4icAL/UR9uTEmRAayoVAo6Morr7Ref2FhQadPn05wi3oj9LYxdbQdAi+3KKf0CfsIR3B8PanDT7aNMPZrtIPGmBv08AKy4/LLL9fExIT1+g8//LAWFxcT3KLkEXgR5NignOz4epyEgFYYvBB6JQw/0cML/UYDrzkCLyBbrr766rY+SPrWt76V8BYli8CLIMclyskO5ZQ+tMLghdBP6vATgReSQoOse8wPA2TL0NCQ9uzZY7Xu9PS07r77bh05ciSzbcfQ28YEXnYoJzuUU3YReMELoZ/U4Sfb/ZrAC+2izuwePbyA7NmxY4dGR0c3XGdubk4XLlzQvn37tLi4qPvuu0+lUqlHW+hO6PU8H0rYIcix4+txEgJaYQCQUu0MveBEjCSwXzVH4MUFELLHGKO9e/c2/fvy8rKKxaL27t2r4eFhSZXeXvfcc0/mPlwKPfBi0no7BF5uUU7pE/YRDm+EflKHvxjWiCTQIOsegReQTaOjo9q5c2fD8pGREQ0ODmrz5s0NdeSWLVsydyyH3jYmyLFDOdnx9TgJQbZqbqCJ0E/q8Bd3akQSqDO7R+8BILv27NmjoaEhSVKhUNDVV1/ddN1t27Zp9+7dvdo0Z0Kv5wly7Pj6/++X0PenNCr0ewOAXqJSR9bQwwv9RJ3ZHD28gOzK5XK6+uqrdeHCBe3Zs0fHjh3TwsJCw3qbN2/eMAxLMwIvAi8blJMdX44TX95HOwi84IXQK2H4i4nrkYTQL4RcYEJkINsmJiY0MTGho0eP6uLFi7pw4cK6v4+OjmrHjh166KGH1pYVCoXY4ZBZ5ms9Tx1th8DLDuWUXQRe8AIXb/BVXO+Q8+fPa3Z2dt2yfD6vkZGRls/Xi2Mg6deIe/6hoSEdPHgw0df1CQ2y7tHDC/DD0NCQSqWSHnnkkbVlg4ODuuyyy3T27Nl16w4PD2cm8Aq9bUxAYYdycotySh8CL3gh9JM6/BV3sby0tNQw9GJmZiaTt013hWM7GZRrcwRegB+uuOIKlctlHT16VFKlF9dVV12lQiHbl0mht42ZZ9Gt0IMcX4+TEHCEA0CKMYcXkhD6hZALBF6AP7Zv364rr7xS+XxeV111lQYHB/u9SV0LvZ6n55Idysktyil9sv3RBbAq9JM6/MXFMpJAg6x7BF6AXzZt2qSxsTFvjtnQ28YEOXYoJzu+Hich8KNGR/BCP6nDX/TwQhKoM7vHcBnAPz4dr6HX80xab4fAy61+lRP/n+bo4YWg+HpSD53P/9dcLqdcLrfuPeZyORljFEXR2veQAq/FxUU98MADa2UjSSMjI2u/V8tneHhYV155ZZ+3Ntt8Pra6RQ8vAGkWeuBFkGOHcrJDOWUXgRe8QOUCXxljGi6sy+Xy2om3/nsIoihSFEUqlUprE/UbYzQ/P79uvZWVlX5sXiZQZ3aP3gMA0ozAi164Nnz9/7tGOWVX2Ec4vBH6SR3+YkhjIxqx3aPO7B49vACkWej1PD1y7FBOblFO6UMrDF7w4aSe5m1D/9heLIe0/xA09E5I+1W72A8BpFnoF94EOXYoJzu0h7KLVhgApBiBVyMaZ92jbLpH4AUgzXz4MLgbtBXsUE5uUU7pwxxe8ELoJ3X4K27f3rZtm7Zu3bpu2Y4dO3TFFVc4fR3XXL3G5OSkBgYGWj43QUNz1JndY2gtgDQLvZ5nnkW3Qi8ngsHsIvCCF0I/qfuKk0b8xfLQ0FDDspGREY2Pj/dik/puYWFBw8PDLddj/+kedWa86o0TWjHGsB8C6IvQ28Z8KGGHIMeOr8dJCMI+whEcKitkDUMaG9GI7V7oDddu0XMAQNoReBHk2KCc3KKc0oerAXiBygW+4i6NjZg7qXuhXwh1i32wPexHQO+FXs8T5NihnOz4epyEgJYYvJDmk3roJwh0x3b/IfBqxLHXPRp48Qi8AP/4Vt+luW3cCwQ5digntyin9GEOL3gh9JM6/EUPr0YMaeweDbLuEHgBflleXtaZM2c0MDCgwcFBDQ4OamhoaO3nwcFB5XI5FQrZuXQKuW1sO8+ixPnQx/9/Eiin7MpOrQ04QGWFrCHwakQPr+6FfCHkAqEr4JdSqaRdu3Y1LF9eXtby8rIkaXBwUFu2bOnxlnUu5HqesMseZeUW5ZQ+tMTgBSoX+IpJ6xsRNvROSPtVO+jhBfhlaWmp5TrLy8sqFos92Bo3CLxao44m8LJFOWUXRzm8EPJJHX5jDq9GhA3do0HWHXoZVvj+/hAOm8BLkoaHhxPeEndCbhsTTtijrOz4eJyEgqsBeCHkkzr8xpDGRoQN3aPO7A6hK+AX28BraGgo4S1xJ+R6nhDHPcrKTtrLycfjvRVaYgCQYgRejRiq0DshNoxsEHgBfiHw8guBlz3Kyo6Px0koaInBCyGf1OE35vBqRA+v7lE23SHwAvwRRdHaxPStEHhlA+0EewReblFO6UNLDF4I+aQOvzGHVyPChu5RZ3aHfRDwh23vrnw+r0IhOze4D7meJ8SxR1nZoZyyi5YYguLjSR1+Y0hjI4Y09g51Zjz2QcAfPg5nlAi8bFBHE+TY8vE4CQVHObwQeiUMfxljgm60xmGoQvcom+7Qwwvwh6+BVzt8az8Q4tjz7X/fb+xT6UNLDF4gEIDPGNa4Hp/cdo86szuEroA/fA68Qq3rCbzsUVZ20n6MhP7/2QhXA/BCqCd0hIFhjevRu6Z3qDPjsQ8C/iDw8q+u50MJewReblFO6ZOdmRcBIFBxF81nzpzR7OyspEvDHgcGBjQ4OLj2e+1wyI1+T9s6tb/HoSHbPcqmOwRegD8IvPwLvAhx7FFWrfl2fISGwAveMMZYVUhRFAVdaSN74i6aV1ZWGm6jPjs7m8oGeS6X67j3WVwgds8996hUKq07jg8ePNhwXBM2NBfqRZArBF6AH6IoIvCSf3U9Ux+4x7VTa5RROhF4wRsEXvBVqA1W6dJ7qn1vKysrDYFDXBlxnHfPx33KBS6mAD+srKxYHc+5XE6Dg4M92CK3Qm0/0GvJHmXVmm/HR2hoiQHIPN9PRMzhtR5hQ/dCvQhyhR5egB8WFxet1sti2CWFW9cT4tijrNyhjNKJHl7wRqgndfgv7qK5dj+OokhRFAUbeDU79ml4NEfZdIfAC/CD7XDG4eHhhLckGaHW9YQ49iir1iijbKMlBm8QeMFXhUJBuVxu3Vf9UL/aZWnjcrvaaXTQ8OheWvepfuPGCYAfLly4oAcffFDFYnHD9bI4f5cUbtuYOtoeYU5rvh0foaGHF4JDpYUsqm+8Vffj2gZIWnt42c6vZ/tcj370o1Uul9d6thljdMMNN6wtq35Hc6FeBLlCDy8g+4rFou6//37NzMxoYWFBe/bs0djYWOy6BF7ZwtQH9nz73/dTyKFgmhF4wRtUMvBVPp+3Wi+URosxZl2Z5PN5jYyM9HGLsof6sjsEXkD2HT9+XGNjY8rn81pZWdG5c+e0vLysLVu2NNSRBF7ZQq8le5RVa74dH6Eh8II3sn5ST+t2of9azeFVVSqVerE5qRNyIyxp1EvxCLyAbDt37pwuXryo8fFxjY+Pr/vb6Oio9uzZoyiKtLS0pKWlpcx+qJL1tnGnCHHsUVbuUEbpROAFb9QOb5LWz+FT/ZmKKFv4f1XYXjSntcGa9Haxn7Qv1IsgVxgu0x72I6TJwsKCTp482fTv8/PzOnbsmPbt26edO3f2cMvcC7WuJ8SxR1m1RhllG4EXvJHL5dZVNNUArJ5vJ3X4L+6i+YorrmiYq2rHjh3avXv3ugnta4+D2t9t1unkMa5f2wYNjPZRZt2hhxeQTeVyWUePHm15fimVSrr//vu1Y8cOXXnllZmtM0MNvJi03r2Qy8q34yM0BF4AkHJxc3gNDAw0LBseHm4YmpF1NgEZ2hfqRZArXEwB2XTy5EktLi5arz8/P5/g1iQv1LqeXrj2+HDRHcoonQi8ACDlbBtkPs7hxVDk/vLtIsiFdsIu9l0gPS5cuKDz589br5/P57V///5MH8cEXhvL8v/WFcqqNd+Oj9AQawNAytkGXrYX4kDIDdduMZwRyJ6lpSWdOHGircfs27dPg4ODCW1RbxB4bYxzIWXlUhbKyLdj3QatMSBhWaj8kG5xQxrjEHjBVqgXQS4QeAHZEkWRjh071lYv6O3bt2vLli3JbVSPhFrXE+LYo6xa8+34CA2tMQBIuZCHNKK/aOQ1Ym6YS0K+AEJ2nDp1SnNzc9brj4yM6Morr0xwi3on1MCLeRbt+fa/TwKhYLb53xoDgIxjSCNco1HWOXp4AdkxPT2tM2fOSLI7JnO5nA4cOODN8Rtq4EVAYY+ycocySic/anMA8BhDGuFaqBdBLtBzAMiGlZUVHTt2bO33crncMsi66qqrNDw8nPSm9UyodT09ce0ReLXm2/ERGo5yAEg5hjSiX2jkNaKHF5ANx44dU7FYXLesXC43vXDfunWrtm3b1otN6xkCr42FHOK0i7JqjTJKJ1pjAJByDGmEazTKOkfgBaTf6dOnNTMzE/u3KIoURdG6enBoaEh79+7t1eb1DIHXxkI/F1JOdrJwfIT+P9oIrTEASDkCL7gW6kWQCwReQLrNzs7qoYce2nAdY8y60Gv//v3W0wdkSah1PUPP7RB4uUU5pROtMQBIuVwuZ3USrX5qDbjC/tSIuWGA9CqVSjp27Jj1cRpFka644gqNjY0lvGX9EWrgRZBjh3KyQzllG60xAMgA5vGCSzTKOkcPLyC9jh8/ruXlZev1JyYmtGvXrgS3KBtCDbxCr6d9+78nhXLKtkK/NwAAmqmfY2Oj9XyXy+WswiyGNcJW7bFV+3PtcRfCsdWuuDu9VcupWZn6yhgT/AUj0uPcuXOanJy0Xn9gYED79u1LboNSoNUxWq27fKvr6ZFjh3Jyi3JKJwIvAKlVnWPDZj3fMY8XXKo/tuqPM18vglwol8tNj7Pa8gohCIqiiDoHqbCwsKAHH3ywrcfs27dPAwMDCW1ROhhjrI5R3+p6ghw7lJMd346P0BB4AUAG2E6my8UnbITeeO0GQxqBdCmXyzp69Ghb579du3ZpYmIiwa1Kh5Dn8KrWwXGjBarLQj8XEni5RTmlE4EXAGQAc3jBpVAvglwg8ALS5eTJk1pcXLRef2xsTHv27Elwi9Ij1Lq+vidu3PuznTYDBDm+HR+hIfACgAxgSCP6gUZeIwIvID0mJyd1/vx56/Xz+bz2798fzAV8qIEXk9bbqZ2TMm4uyqrQy4mecNlG4IXg+HZSRxgY0giXaJR1jgspIB2WlpZ0/Pjxth6zd+9eDQ0NJbRF6UPgtTHOhY3tRt/2hV5if0onWmMAMi+EkzNDGuFSqBdBLtDDC+i/KIp07Nixts5527Zt09atWxPcqvQJta4n8LJDOdnx7fgIDT28ACADGNKIfqCR14jAC+i/hx56SHNzc9brj4yM6Kqrrkpwi9KJwGtjBDmUk61cLrdu3re4sqOc0onACwAygCGNcIlGWedsjzHKGEjG9PS0Tp8+bb1+LpfT/v37gwyhQ6yHoigiyLHkW9CZlCiK1s79lFn2hFfzA0AGMaQRLoX6qb8L9PAC+mdlZUUPPPBAW4+58sorNTIykswGpVyIdT1hlz3Kyi3KKZ1ojQEp4VNjA+4xpBH9QL3UiMCrfexHcOWBBx7QysqK9fpbt27V9u3bE9yidCPwao46msDLFuWUbRzp8AaVDHxG4AWXqC87R+AF9Mfp06c1PT1tvf7g4KD27t2b4BalH4FXc5wHKStbPh0fIaI1BiC1Qj/B1mIOL7gU4kWQK/QeAHpvbm5ODz30kPX6xhgdOHDA+tzpqxDrekIc9ygrO1koJ5+OdVu0xgAgA5jDC/0QYsOoFXp4Ab1VKpV09OjRtuqjPXv2aGxsLMGtygYCr+ayEE4kjbKy49PxESLu0givVS9MjDHBV9bINoY0wiXqw85xl0agt44fP67l5WXr9ScmJrRr164Etyg7Qgy8qKPtEXi5RTmlE4EXvPbggw9qbm5O0qVKqFgsamRkRMYY5XK5tTAs7mfbZRv9vVwua2lpad3y2i/ABkMa4VKIF0Gu0MML6J3z589rcnLSev1CoaB9+/Ylt0EZE2JdT4hjj7KyQzllG4EXvFZ7YVKtrEqlUlt3+HGxDUePHm1YXiqV1kKMajhW/blaYbr8OcnnTurnYrGoUqkUu05oGNIIl0K8CHIhiiLm8KoRan2M3oiiSGfPnm3rMfv379fAwEBCW5Q9Idb11NH2CHLs+HR8hIjAC+iT2pNHFEUql8v0zqlz5swZXbhwYd0yY4yiKFoXgk1NTen06dMNPefietO183sv12n1mCiK1sK/jYI/9iEgOVxIAb1jjNF1112n48ePW/Xy2rlzpyYmJnqwZdlB4NVc6CGO5Nf/PQ36uU+xPzdH4AWvpbUirw1s0Jnq/zaKIhWLRRWLxT5vUbKKxaLuvffe2L/V7kuFQmFdL6/av/n6c1q2I2s/14ejtSFrLeqrSxjOCPTW1FRexeIBzcxM6vjxs1pZkYy51LYzpvI1PDys5eUrdOrUpWW1f4/73XaZq3X68dxRZBRFl35vJq3t5U4QeNmjrOz4dHyEiMAL3sjn82tDBMvl8lqPmOoFSnUoSloqrdBPHmhPswvo+v25OgzUtWovM/jjnnvuafif1v6fa+uofD7f0OswxJ9XVlbWjq+NelsSeAHdOX++rC9/+axmZy8dS/n8mM6fP7NuAvtcLqfLL79cl1++R0tLtKvqLS/ndOzYuKT1oVg+H2lkpKyRkbImJooaGvLn/E6IY4+ycotySicCL3ijOiywvvJOw4XHRieUZr0qgFq2+3E11HW9PxF2haf6P2eY7CVLS0sNczJWQ8LaY25oaEjlcrkhNIsL0mx+d7WO68fUfqjULPwD2nX8uHTffZFOnpxq+NvY2JiWl5c1OzsrqbLfXX/99RocHOz1ZmZC7TFZPY1HkVQuG62s5DU9ndeZMwM6dy6nK66Qtm7t04Y6xF0a3Qu9rGgDZxuBF7ySxgqpVfiQxm1GOsX1sorbt8rlsvVdHbt5bWSb7f+U//slcWVRLcfav1WHWvvu1KlTmp6eXrcsbvjs3NyctmzZsrZso5503fbEc9mrL+nnQqNjxyqBVzPGGF122WUaHh7WI488ovHxcebt2oDtvjY7m9M3viEdOCBdfXXCG5Uw5lq0Rw8vtyindCLwgjeaXfjXS8PFG+GBnZ07d2rnzp3rloVcdvl8PvYi2pjKXT6rX6GWD7oXt++wP11ie04J/UKqdo5FqTLUupd3R84KX4I7V897/rx09Gjl51a9dEZHRzU0NKRCgUuZjdhegFeP1WoH1iyHXoQ49igrO5RTtnGWgDfiKpksXbxRSdoJOfBaWVnRysqKcrncupBL0rq7fCZRPqGWuc/q65za3qhMVB+PoTJwqT4YDFkUSd/61qgWFirntFKppFOnTsWuWxuW5XK5tTkG64+7+mAt7vHNlsc9pp3nSsvrd+LoUWlsTLr88o4e3neEE/YoKzvU0dlG4AVvxFXG1QZA/VATIIsGBwdjQwqgG9VwK+4iCuvlcjkNDg6uzRnZLAALvYdXrxHQZt+FC4W1sKuV2qAwlOHDnYqiSCdPnmxYHtfDrnYqhLNnIz3mMUvK5dbP3xf3uHb+3s1jbf/OBxP2CLzcopzSicAL3oirZK699tq1n6sXKAcPHtTExMTaBPfV781+tl3W7O/Ly8saGBhYd5fIXC5HA61DBDzrhdzjDd2J6y0QFxywf10yOjqqgwcPrltWHX5VW//T6O0tyjv7pqZaX5IQbLavWXnF9S6svfvl8rL00EPL2ro1e23VyclJnT59uqEnYO3+Y4zRI488otnZ2aZhWu3v7f6clccQeNmhHZRtBF7wRqvKuPrpVT6f18DAQI+2qjJ3yUbhVrUSzefzetzjHre2rP4TzLT+3OvXRH9woeEf/p9uxPWOCEWzaQOor9Eu295d6J2pqXwmA69mbdT6emllZUVLS0s93740OXPmjCYnJ9d+r57LqmVVbSfMzMzokUce6Thwy/p6tmhXpROBF7xhO4QkbQ3xauVYnYcCrTVrxNT+7mqdpJ63k9euPfn2ej/mJB6utNWZSI+4eqEfdQWBfLZFkbS42NiGq/+/8j/urYWFbLZJ6bVkrz4IbBYOLi8va3FxsdeblxqnT5/WxYsXJa3/kKs2GMzlclpcXNTk5OTa79V1a3929bf639EcgRe8YXuwc/GWfbWfvoQkn8+vG3IgxTdWHvvYx67NM1S7PE0/p2U7Qv652lCq1azHDpqjfPovtHOBb0qlSuhVr/b8Vh1+Vf/hJvPluVMfMC4s5BRFUtYOLwIv90Ivq/oPoqtKpdK69RYWFjQ7O9vTbataXl7W0dXbrNaGYddcc01ftidNCLzgjbQGXlwMIUlxn+xUh+4CGxkYGGj6iW1tw+6GG27Q8PBwbM9Dn37u9PEAuhNF8e23+jArrp3Hcdha3FxNcb0i65eVy5WvrDUnCLzco6zs9LucatsozCd6CYEXvJHWwMsWlRKAXtqozqntRclwazvNgjObcM12nV49xvZ58/l834ZZ14q7eEcY+L93xjY8TGmTeUMbhXu14R/7DuGgrbhysr0baD+F/n+rIvCCN2wP6ixUUACQtKx/SJA2Ic6jMTExoQsXLqxbFheQ7d+/X1u3bk28t13Sz+t6u1BBcSTLtodXnErvu2z9g+rfa+37rP1baPV1nPr6qHoeq+4f1FXZxj5eQeAFb6T14o2TBQAgFHHBX6FQ6OndkbMiq2Gd68eXy+vvchpFUcPcOOhcq6GLG8liE5ZeS/bi9oXa47Mq9LKq1lW1YWBVmoNB5jisIPCCN7J6l0bANfZx2EjrhwRAKELsFRhnYUGam1u/bHl5uWEodX1YJlXmIty3b9+6ZbU/1/dgqX98/d+aLY97rk4ek9RzbfRe6jULvOLW92VQRFwowbFHONiOZjfMykowmIbpB/qFwAveyPrFW5orSQD+yXqdCSAs9B7szMDAwLo7PNf3tKu6+uqr1+7wXP269tqyRkbWz+/XrKdeO39L8rGEOO6FXlZx+1TcsrSVU7PhvKEh8II3uHgDACB9OO9iI+wevdWsZ+HAwIAGBwfXLRsdlcbGerVlbmzdulUXLlyIDchqv+/du1dbt25dW+ZqiG6aHmPzeBtpC3Jgh/9bBYEXvJHWwIuGPoA0SmudCSAscVUM9Y473dT1Wfw3VN9HqyHDw8PDGh4e7tVmpdKmTZs0NTUlaeMhswcPHtTExETb4VsaAsCkAsEoahwanLaAiTm8Kgi84I2s36UxbZUkAL8ReAFIg26qGNpOrXVT16e0ybwh23Y++06FTSgyMjISbDgYRZEmJiZ08eLF2N6CURSt7XP79u1rCAbL5XLsz+38zWZdNEfgBW9w8QYA7lFnAui1boZajY5KN95YCdKqT1P9uZ1lWXxcsdgYIHYT7GSx+meYnj3KqrXqe7cJBsfHx7Vp06akNynW8vKyBgYGCMBiEHjBG9ylEb4LucEB99ifAKSB62ZZPp+9eadc+frXpYsXO3usb0MaW2G4F9dErvW7XVUdxsu+vR6lAW+ktYcXJxMAaZTWOhNAWOKqGHqedCauOEIb0si+Y4+yskM7KNsIvOCNrF+8hX4yAZBOaa0z0X+ct+CC6yom5N3SdeCVxeqfObzsEXi5RTmlE4EXvJH1wAsAeomGGYA0IPByp5vAK04Wm8yEOPYoKzuUU7YReMEbab1LIwEbgDTiQwIAadXNBWbI15xxU/eE1sOLObzsEeTYoR2UbRzp8EbWL95CP5kASKe01pkA/NDNHF5xQm5OMYcXIU47KCu3KKd0IvCCN7hLIwDYo2EGIA26aZZRj63HHF7M4dUOAi87XDtmG4EXvJH1Hl4A0EvUmQDSgB5e7rgepZfF6p8hje6FHnjZopzSiSMd3kjrxRsXiwCyjDoMQFoxh9d6DGmk11I7KCs7lFO2EXjBG2kNvGxRSQLoJeocAGnAXRrdYUgj4UQ7KCs7ab12hB0CL3gjrXdpBIA0yvqHBAD84HpIY8gIvJjDqx0EXm5RTulE4AVvpPXijUYbgCyjDgOQJNeT1od8zRn6HF7tnK8IJwi8bNEOyjYCL3iDuzQCgL3QG7AA0qubC/GQq7bQ5/Biwvr2EHjZoZyyjaMd3khrDy9bVJIAeinrdSYAPzCHlzuhD2kkmLBHWblHWaUTgRe8wcUbALhHnQkgSd3M4cUF5npxHZdCCryYv8sex5g92kHZ5izwMsY82xhzhzHmQWPMgjHmqDHmg8aY74lZd8gY84vGmC8bY84bY2aNMXcbY95pjNm7wWv89OpjZo0xU8aYzxhjnrPB+iPGmDcaY75jjFk0xpw1xvwfY8z1GzzmSmPMnxtjHjLGLBljHjDGvN0Ys3WDxzzNGPNxY8wFY8y8MeabxphfNsbkNyozuJXWwItKEkAa0YgFkAb08HLH9Xv3dUgj5z+uT5LAfpVOTgIvY8xbJH1M0pMk/YOkd0j6qqTnS/qcMeZlNesWJB2W9IeSNkn635L+RNJZSb8k6RvGmBtiXuOtkt4rabek90h6n6THSvqoMeaVMesPSfpHSa+XNL26TZ+U9AJJdxljbop5zEFJX5H0s5K+LOkPJB2V9CpJXzDGXB7zmOdLulPSzZI+LOmPJA2uPvb9TQsNzmX9Lo1UkgB6Ka0fEgBAN0JuTjGkkTm8bBEO2vOprEJs0xW6fQJjzC5Jr5Z0RtLjoig6W/O3Z0j6lKQ3qRJQSZXA6XtVCb2eGUVRuWb9N6oSUL1a0m01y58m6dck3S/pu6Momlxd/t9UCajeaoz5WBRFD9Rs2q+uvs6HJP1Y9XWMMR+Q9BFJf26MeWzt60v6Y0k7JP3HKIreVfP6b5P0K5J+V9Iv1CyfUCV8K0l6ehRFd60uf93q+36RMeYlURQRfPUAF28AYI86E0AauB7SmIFrzsQQePkTTCSNsrJHOyjbXMTbe1ef50u1YZckRVH0aUkzkrbXLD6w+v32urBJkv5u9fv2uuXVkOl3q2HX6vM/oEqPqiFVemVJkkzlyKw+5jW1rxNF0d9J+idJN0i6peYxByQ9U1L1OWu9QdKcpJ80xozVLH/R6ra+vxp2rb7GoqTfXP313ws90U6FTMUFAADQfwxpdIc5vJjDyxaBl3uUVTq5CLzulbQs6SnGmG21fzDG3KzKsMVP1iw+svr9WcaY+tevzsf1ybrlP7D6/R9iXv8TdetI0kFJV0u6J4qiY5aPqf58R30QF0XRjKTPSRqV9FTL7bpT0rykp60Or0QP2HZR7mXgRbiGXmOfgw16eKFX2IewESatd4c5vBjSaItjzB7nsGzrekhjFEUXjDG/Lultkr5ljPmIpEdUCZ2ep8o8Wj9f85DbJf2tpBdK+ldjzCdVCcyeLOn7JL1Llfm9JEmrPaqukDQbRdHDMZtw7+r3a2uWXbf6/Z4mm93pY565+pjDrR4TRVHRGHNM0o2q9Gq7u8nzwqEsX8BxQgHQS1muLwH4o5vAK07IzSmGNBLi2KKs3KOs0qnrwEuSoih6uzHmAUl/LunlNX+6T9J7a4c6RlEUGWNepMpcXa9TZWhh1WFJfxNFUalm2ebV71NNXr66fEtGHhPLGPOVJn96dKvH4pIoilQul9cqHGPM2lft71zAAYAd6ksAacUcXuuFPqSREMc9yiob+1Xc9S3/uwpXd2l8jSqTw79XlZ5dY6r02Doq6a+NMf+1Zt1hSR9QZWL6X1TlroubJd2qynxgd67e+bBd7VTJ1f9+Gh+DLuTzeeVyuXUhVzUEK5fLKpVKKhaLDGkEEDwaQgDSgDm83HHdwytrQxqZw8teFkKctMjKtVxtRw/+b5e4uEvj0yW9RdKHoyj61Zo/fdUY8wJVhvv9mjHmT6IoOirptZJeLOlVURT9ac36n1jt+fV1Se/QpQnsq72kNiteXC+rVo+Z6ONjYkVR9OS45as9v57U6vEAALSDIY0A0sDFkMZ33fcq/e2pd264zqMue5Tu+aVmM5f4wfU1btaqf+bwskfg5R5llU4ujvbqRPOfrv9DFEXzkr68+jpPtFj/G5IuSNprjLl8ddmcpFOSxo0xu2Ne/1Gr32vPYN9Z/X6t4iX+GGNMQdJ+SUVVerqhB7J8AUclCSCN0lhfAvBHN1VMte103+zXJElj+c3aNrxTO8cav56+7+kOttaRKJI+/GHpmc+Udu+WRkakxz5WeutbpZWVjp+2mx5ecb2jslb9E+LYo6zs0AbKPhdzeFXvQLi9yd+ry5dbrb96N8OJuvUl6VOSflLSD0v6X3UPe1bNOlX3Szoh6VpjzP6YOzXGPaYawD3TGJOrvVOjMWaTpO+VtCDpi3Xb9dLV7frfda9xsyp3dbwziqIlAUCXQm90wC32J3SLfQhJaeciM4oi3T/7DUnSmx/7cT3n8U/Tvn0JbZgLc3PST/2U9Ld/W/l9aKiSLP3bv0n/6T9Jn//8pb+1KfQ5vBjSaI/Ayy3KKb1c9PD6p9XvrzDGXFH7B2PMs1QJihYlfb5u/f+yGnDV+i1VQrh/iaJopmb5n6x+/w1jzNaa59+nyjxgS6oJwqLKEVx9zH81xuRqHvN8Sd8v6VuSPlvzmPsl3SGp+py13qjKvGR/udrjrOpDks5Leokx5rtqXmNY0u+s/vo/hNRhDi8Aoctyj1gA/ui2h9dDi/drrjStnHI6OP64dM/hFUXSj/5oJdDauVP6v/9Xmp+Xpqeld76zklh9+MPSBz7Q0dN308MrTtbm8CLEsUdZ2aGcss9FD68PSfqkpB+UdLcx5sOSTku6XpXhi0bSa6MoemR1/d+V9FxJhyR92xjzD6r0nPpeSU9Z/flVtS8QRdHnjTFvk/Srkr5pjPmQpEFJPybpMkm/FEXRA3Xb9bbV13+RpC8ZYw5LulqV+cPmJd1W24tr1X9QJZh7pzHmkKS7Jd0k6RmqDGX8jbrtmjbGvHy1DD5jjHm/KkMynyfputXlnZ2x0JEsVzZZ3nYA/iLwApCkbubwMsbo3tXhjFeMPEoj+XGXm+bef//v0sc/Lm3aJH3qU9INqzerHxqSfumXpH/8R+mjH5X+/M+lH/uxtp++m6akDz28mMPLHkGOHdpA2df10b4aGt0q6VdU6TX1Akm/Jumpkj4u6YeiKHpHzfqnVJmE/b+r0vPrZyW9UtIuVe7y+KQoir4Q8zq/JulnVAnTXiHppyQdkfTcKIr+MGb9JVVCuDdJ2rK6ff9O0kckfXcURV+Kecz9kr5rdTtuWn0fByW9U9L31IR2tY/5iKRbJN0p6Uck/ZKkFVXCuZdEHCWpxL8FQOhCb8QCSIdum2T3zlQCr2vGnyApxXdpnJyUfmd1AMhv/ualsKvWc1anOv7ylzt6idCHNBLi2KOs3KKc0stFDy9FUbQi6e2rXzbrn5P06tWvdl7nLyT9RRvrL0h6w+qX7WNOqhLCtbNdn1Ml9EOfUdkAgB2GNALwQXXC+rtnvqQf/eJVuvhPZzQ6MKrH7nysbnvCbfqZJ/xMOtqH73qXNDVVmaT+Va+KX2fPnsr3ixel5WVpcLCtl+hmSGNcXZ+1IY3M4WWPwMsObaDsoz8ngsQcXgBghzoMQJJcDWk8vfiAZosXFUWRppam9M8n/lm3/f1tevEHX6xywywmffDXf135/hM/URnCGKdYvPRzB2mT6zm8slb9E+LYo6zcopzSi8ALXslyZZPlbQeQPdQ5ANKgm1BlrjSt79/2Ar31cf+ov3/aBX38+2Z0388u6Is/90U97aqnSZL+793/V39y15+0eKaEffOb0j33VH5+yUuarzc5Wfk+PFz5ahNzeDGHly0CLzuUU/ZxtCNI9FgAEDqGNAJIg256eI0XNutXrv0fevLWH9SmgcqN3Au5gm668iZ94qWf0FUTV0mS/uIb1jOiJOMLq9MTj45KT3xi8/VOnqx83727o5dhDi/CCVuUlR3aQNlH4AWvpLFSpqIEkGXUYQB6rZt6p9oUnBia0LMf9WxJ0j2P3ONiszr31a9Wvj/xiVI+33y9u+6qfH/Skzp6GebwYg4vW5zb3WKfSi8CLwAAAkTjDEAadHPdHVeP1S7aOb5TkjQ2MNb5i7hw6lTl+969zdcply/dnfGpT+3oZZjDi15LtigrOwSD2UfgBa9keYhO6CcUAL2V5foSgD9cVzG1Vdvd5++WJF2//Xq3L9Ku6txcW7c2X+czn5HOnKn8/MIXdvQy3UxNFdKQRubwIvCyRTllH0c7AABoisALQJK6mcNrI6emT+lj93xMkvTjj/nxrp+vK9WL4UKh+TrvfW/l+/d8j3TgQFcvs35ZOEMaCSfsUVZuUU7pReAFr6SxxwIXiwDSiMYZgDRIYkjjzNKMfvRDP6r5lXnduP1GvexxL+tiCx3Ytavy/eGH4//+zW9Kf/3XlZ9/4zc6fhnXgVfWmrDM4WWPwMsO13HZR+AFpEToJxQAvZXGDwgAQGpd7zy0cq/e+shL9Y+P/KUuLJ9ZW75QmtVH7nu/nvzuJ+vzJz+vy0Yu09/8yN9oMD+Y9CZv7ClPqXz/1KekxcX1f1tclF7xikp3qqc/XXr2szt+mW7n8Mp66MWQRnsEXm5RTum1Qb9aIHu4gAMAt6gvASSptop57Wtfqy996YutH/T409ILvqM/PPEV/eGJX9JwbkyDuSHNFi+qrEovn+suv04feNEH9Lidj0toy9vw4z8uvf710vnzlXDrne+Utmyp9Oz6xV+UvvSlSi+wv/mbrl8ql7s0FNG6PGvcdNNT9eY3v3nt9yiKD9LSiBDHHmVlJ0vlRJAbj8ALAIAApaFxBgC115PW4cypCekze6Wrp6TLFqTLIi2W57V96Eo9ec+T9eNPeKFefMOLNVQYSmaj23XVVdJb3iL98i9Lf/VX0vveJ42NSbOzlb9fd530d38n7d7d9UvVVu3thl1xjymXu5sMv5cY0uhe6GWVpQ/9bPb/EEMxAi8EiTm8AISOHrEA0qCjKub8qPSZfWu//tK7X6NbH3WrJOkxj5G2bXOzbU696lWV4Ou//3fpG9+oTGD/3d8tvfSl0s/9nDQ+7uRlXOcTWToFZKk3Tr9RVm5RTulF4AWvZLmyyfK2A8geAi8Avnjr59+qnWM79eQ9T+7v8LtnP1v6+Mc3XufWWy/17EqA6w4cWToFMIeXPQIvO7SBso+jHUGi8gIAO9SX6Bb7EDbiYveIorL+6pt/JanP8021Crts1+mC6/dvOUowFQhx7FFWblFO6UXgBa+ksbKhoQ8gjdJYXwIIj6tm0jdOf13HJo9lZoL1pIQ8pJE5vOwReNnJSjn1+/XTjCGNCFIaQygqKriSxv0b6cOQRgBpMD5eCVUqVc306lJT89Xqd7P6Eb7R1858RS8w+3u16akUcuCVlXAiDSgrO7SBso/AC14JvVIGANdo7AFI0sGDtb99rbMn2Vv5tuOGH9KWLV1uUMZ94APS+fPVoYi3qZIGDqgSDlZ/ztX8nl/9nlPl0tDov/yXyuNLJekd75Ce9rQ+vJEOMIeXPQIvtyin9CLwQpC4gAMQOhpnAHwzMTTR703ou69+VXrkkepvT+joOWZm4n9OO0Ice5SVHa4Zs494G15JY6VMRQkgjRjSCMA3h/Yf6vcm9F0+7/b5VlbcPl+SmMPLHoGXW5RTehF4IUhpvICjogSQRmmsL5EOnLeQJrfsvUU37rix35vRd64Py2LR7fMliRDHHmVlh3LKPgIveIXKBgDsUF8C8EXO5PS6m1/X781IhYEBt8+XpR5ezOFljyDHDh/6ZR9HO5AwKkq4EnqjA24xpBGAL97z3Pfo0IEUDGe89VY363TBdVNhcdHt8yWJEMce53a32KfSi8ALXuECDgDcor4E0Cu3dhAGPeXpT9FtT7wtga3pwO23S1G08dfttye6CbVzeI2NbWr78fWPKZW63aLeYP6u9hAO2qENlH3cpRFIidBPKAB6izoHQNrcvhoGHTlyRIt1XYvun7lf/3L+XzRbnNV4YVzfve279bynPk/Dw8P92NTUKtRc3e3fv1+StLS0pFKp9WRcQ0NDyufXXx5mZUgjAU57KC87lFP2EXjBK/TwAgB7xhir+jCKIhpzAHomrl46uOmgDm462IetyRbXd2nMypBG5u9qD0GOW5RTehF4AQkjXAOQdVkIvL7y0Ff05VNf1lce/orueuguHTl3RMVyUT98zQ/rEy/9RL83D0AC0l4v9UM3RRLXZs3KXRoJcNpDednhOi77CLwQpDRWXqGfUAD0nm0Pr7SbWZrRd7/nuxWp8b08cdcT+7BFALrhQ73UL3E9vLppYjKHl58IvNyinNKLwAteobIBAHu+DAP/1rlv6cl7nqwn736ynrT7SXr0tkfr6e99uiJFBF6Ax2j3NRocdPt89PDyE+Vlh3LKPgIvBCntF28AkCZprzNvuvIm/cvL/2Xt9y+c/MJab68n7HpCn7YKQKe4yOyc6ymqmMPLTxxjdtLe/kFrHPHwShorZSpKAGmVxjrTha+f/rokadPgJl1z2TX93RgAbaPt1Ln4Sette/M2LrMcKdh3BDjJoLzsUE7pReCFIKWxIUVFCaDXfBnSWO9rp78mSXr8rsdTtwIe4/huNDDQuMy+mBrreubw8hMBoZ2stX9a8e392CDwgldCr5QBIAlZayBVe3gxfxeQTVmrc9IkvodX55aW3D5fUghw2kN5uUU5pReBF4LUy4YUjTYAaeVjA61ULulfz/6rJObvAnznYx3WrYLjGZqz0sOLObzaQ+Blh3LKPo54eIXKBgDs+Tik8e7zd2uxWJllmR5eQDZxkdk513lOVubwYkhjezjG7GSp/YN4BF4IUhorr9BPKADSK411ZjPV4YwDuQHduOPG/m4MgI5kqc5Jm6Eht89XLLp9vqQQ4LSH8nKLckovAi94hcoGAOz5WGd+7eHKhPU37rhRg/nBPm8NgCT5WId1y/UcXisrbp8vKQxpbA+Bl52shO+h/582whEPJCwrFSWA8Pg4pPHrZ74uifm70iRL+w/SgYvxzsUHXp3X9b7N4cU+U0F52aGcso/AC17J8sUbFSWAtEpjndkMd2gEELK4IY3dNDGzEngxh5e9LJ3Ts4L9Kr0IvAAACJRvDbTjF4/rwsIFSQReQFbRo6I7DGncGPsNZdUOwsHsI/CCV7LcwwsAes23OrPau8vI6PG7Ht/fjQHQkazUN2lVKHT+2Liiz0oPL+bwskfg5R5llV5dVIkAbNBwQ6+xz8G1tO5Ti8VFzS7Prv3+hQe/IEm6evPVWi4t6/z8eUnScGFY44PjfdlGAMngAjOe6x5evgVe7DeUVTsoq+wj8IJXstxbgYoSQK9lsd45cvaIDh87rOmlaX3q2Kf06Qc+3bDO8anj2v7ftq/9/pqnvUZv+Xdv6eVmAuhQGttoWTI83Lism7o+K/8O5vCyR4hjj/oo+wi8AAAIzLOf/Wx9/OMfb+sxt956q26//faEtqi1w0cP6013vkl3Hr+z7cc+bufjEtgicDGEfmL/i9fNkMY4zOHlH8rKPcoqvQi8EKRepvV8MgAgbdoNuzp9jCt/9tU/0ys+9gqVo+af4OdMTu957nt02xNv6+GWAXCNi/HuDAy4fT7LjlN9xxxe7nGMcR3nA454eCXLFXOWtx0AknL46OGWYZcklaOyXv7Rl+vw0cM92jIASeACszsjI908urHsmcPLP5SVe5RVehF4IUg0pgAgG95055tahl1V5ais377ztxPeIgBpwAVmvPgOTJ3PcZuVwIs5vOwReNmjrLKPwAteobKBz9i/EZojZ4+0PWfXZ49/VkfOHkloiwAkjQ8lu+N6SGNWAi+CCXuUlT3qo+wj8EKQmMMLANLv8LHOhid2+jgA2cHFeDzXk9ZnpRnLHF72CLzco6zSi0nr4ZUsVzZZ3nYAWWV0aaiLafJ16W+zs5WLnyiqzBPjuidBveml6Z4+DkD/cTHendFRt8+XlR5eDGm0xzFmj44L2UfghSBReQEIzbe/LZ09W/20/paOnuOuuy79fMMN0o4dTjatqYmhiZ4+DkD/0UbrTjc9vOKKvljs/Pl6iRDHHmVlj7LKPgIveCWNlQ0NNwBpEEVuby/fi6rt0P5DPX0cgOxIY5svDeJ63nZTVFlpxjKk0R4hjnuUVXpxxCNIhFAAQuO6LdaLavTGHTfq5r03t/WYW/beoht33JjQFgFIGhfj3Rkbc/t8Lj8oSRL7jT3Kyp5v14y+vR8b9PBCX1xcvKi//uZf64unvqhvnP6Gzs6d1eTipC4buUz7tuzTyx77Mv3sE39WowPtTUSQ5Yo5y9sOIP2yGHhJ0utvfr2e+b5nqhy1vurKmZxed/PrerBVAJIS4gWZS64nrWcOL/8QeLlHWaUXgRf64o7779ArP/HKtd+H8kMaLgzr9OxpnZ49rS8++EX90b/8kT7/c5/XluEt/dtQAECsXl2THjpwSO9+zrv1io+9YsPQK2dyes9z36NDBxjOCISAC8x4g4Nun48eXv4hVLbHfpV9DGlEX5Sjsn7rlt/S5277nC685oIWf3NRU6+d0tlXn9Wvfc+vSZLuPn+33vr5t7b1vLaVTS8rek4qANIgqz28JOnnnvRzuuNld+iWvfGT7d+y9xbd8bI7dNsTb+vdRgFIBO2m7hB4bYw5vAhx2kF9lH308EJfvOQxL4ldvn1su976zLfq8LHD+vrpr+vfzv5bj7esfzipAEhSbRVz001P1Ze+9MW2Hn/TTU9d93uv24CHDhzSoQOHdOTsER0+dljTS9OaGJrQof2HmLMLCBDtpnjj443Luikr3wIv9hvKKgmUVXoReCGVNg1ukiTtHt/d1uPS2MMLANKgtnp885vfLEk6e/asJicnWz52+/btuuyyy5LatLbcuONGAi7AY1yMdyeuh5d9WTWWfVYCL+bwsscxZi8r14z8r5qjTydS52sPf01fePALypkcw1MAwJG4tlA3DaSMtAEBZExWLjDTKn5IY+cfCGfl30GIY4+yco+ySi96eCEV5pbndGLqhD74rQ/qD774B8qbvN79nHfru6/47kRejzm8AIQmy3N4AUA9LjDjdT+HV6T6gGx52f3cYK4xh5c9Ai97lFX2EXihb45NHtOBdx5Yt2ykMKL/70n/n37hu35BN2y/oe3nzHJlk+VtB5B+3VQxWf7UH0C28EFh93K5xqGIxhirso2iqKFNOjsrpWRUe1MEE/YoK3vUR9lHxI2+ueeRe7RzbKd2jO1QzlR2xYXigr506kuJVy5UXgDAkEb0BudcJIGL8ebii6bzYY3Ly91tTy8wh5c9Ai/3KKv0IvBC3/zQNT+k068+rTOvPqOl31zSp37qU3rMjsfoy6e+rKf/xdM1vTTd9nOmsbKhoQ8gDbqZw4seXgB6hYvx7rketZeFwIv9xh5lZY/ruOwj8EIqFHIFPWP/M3T7T9wuI6Pz8+f1oW99KLHXo/ICEBqGNALIAtpo3Ss4nrQm7YFXOwEOIY49yopw0AcEXkiVqzdfrb1b9kqSHrj4QNuPz3Jlk+VtB5B+ru/SCAD9RP3VnOuimZ93+3yuEUq0h/Jyj7JKLyatR6pEUaSpxSlJ0pbhLYm+DgCEhLs0AsgC2mjdC21II/N3tYfAy15W6qO4m03EbXuI/1MCL6TK4WOHNbk4KUn6vqu/r+3Hp/EgzkpFCX+wzyEOQxrhWhrPucg+Lsa75zrwWllx+3yusc+0h/Jyr99l1c5dWEPDkEb0zGJxccO/n549rV/42C9Ikr7nyu/RU654SmLbksaDvd8VJYDwcJdGAFlFu6m5fL5xmW1xxdXtvgReOddJYEYReNmjrLKPox498/KPvlwv/uCLdfs9t68NW5Skc3Pn9Kd3/ame8CdP0P2T9+vykcv13v/fezt6DSobAIjHXRoBZEEaP5TMGte5zsKC2+dzjVCiPZSXPeqj7GNIIxJ35OwRHT52WP/vvv+nc/Pn9KFvfUhGRhNDE4oUaXppem3dG7ffqA/96Id07eXXtv06z372s/Xxj3+8rcfceuutuv3229t+LQDIGoY0AvAJF+PNxfXw6kbae3gxh1d7CLzco6zSi8ALiTl89LDedOebdOfxOxv+NpAf0NzKnIbyQzq49aCeuPuJeuGjX6gX3/hiFXKd7Zbthl2dPqZdfDIAIA1c36WRqg1AErgY717B8RVesej2+Vxjn2kP5WWP67jsI/BCIv7sq3+mV3zsFSpH8Z+4LJeWlTM5vfNZ79RtT7ytx1uXTpxUACSJKgZAFnCB2b24IY3dtDOXlrrYmB5gDq/2EHi5R1mlF0c9nDt89PCGYVdVOSrr5R99uQ4fPdyjLQOyjZMpusGQRgA+4ZzYXHzR2JZXY+W+vNzN1iSPAKc9hMr22Leyj8ALzr3pzje1DLuqylFZv33nbye8Rf3FSQVAGjBpPYAsoN3UPddzeJVKbp/PNebwag8hjj3qo+wj8IJTR84eiZ2zayOfPf5ZHTl7JKEtSp/airP2Z04qAHqNObwAZBXtpuZcz+GV9knrCXDaQ3m5l5WyCjHAYw4vOHX4WGfDEw8fO6wbd9zY1mPKZWlurvaia2L1u6n5blouO3Om8hyFgrRtWwcb36baCjErlSOA7KOHF4As4GK8e657eC0uun0+15jDqz0cY/ZCDIh8Q+AFp6aXpnv2uMVF6StfqV3yxI5e++67K99HRnoTeAFAP7hut9IGBJAELjC753rOxrTfpZEhje0h8LJHWWUfMTecmhiaaL2So8dlpV6h4QYgDQi8APiEC8zmBgcbl3VTXGmfw4tQoj2Ul3uUVXoReMGpQ/sP9exxvl28UVECSJLrIY0AkATqm+65HtK4tOT2+VxjSGN7CLzsUBf5gaMeTt2440bdvPfmth5zy95b2p6/KwnUaQB85nqIC3UmgH4K/WJ8I65zHSat9wvl5VYayikN25BWBF5w7vU3v145Y7dr5UxOr7v5dR29Dsc1AHSHuzQCSBsuxrsX38Or8x69llNk9Q1zeLWHY8wOPbz8QOAF5w4dOKR3P+fdLUOvnMnpPc99jw4d6GwYpGtJ1WlUlgDSgLs0AsiC2vqGNlRnBgYalzGHFwFOFeXlFuWUbgReSMTPPenndMfL7tAte2+J/fste2/RHS+7Q7c98baOX6O+brnppqe2/RydPCYpVJYAkuTbvIcA/FdtGxGCtYc5vOIxh1d7Qr82IRj0Q6HfGwB/HTpwSIcOHNKRs0d0+NhhTS9Na2JoQof2H0pkzq43v/nNKpVKuu+++1qum8/ndc0116xbRvsJgM8IvABkQdxFZu0FZfVnLjKbKzi+wkt7D6/6IY1RFMXuH+wzFQQ5dgjX/UDghcTduOPGRAKurNTBVJYA0oAhjQCygIvx7sUNaexG2ufwqt9njDGxoRf7TEW1vJoFg1WUlx3KKd3o14nM8q23ApUlgCS5vksjYIv9B0mg3dSc6x5eWRzSSA+v5qrlVQ0G4xhjgi8vzl1+IPACVlGnAfBZNz284lBnAkgCF5nd62YOr7jiz1oPr2aYw6uitryatQNa9f4KRW1vuPplyAaOemSW6+E5ABAahjQCyCouxpuLD7xsy6uxck/7HF4Mg20P5WWnNvSLm0ewiiA13fjvAKuSungjXAOQBr4NAwfgJy7Guzc01Lism+IqFjt/bC/UT1rfDPtMBceYHa7h/EDghczyrYdX6CcVAMlyPYdXCqtRAB5IYxsta7oZ0hgn7YEXAU57KC+3KKd04y6NyCzXdUu5LH3nO26fM4qko0cHtbDQuqVgjNHoqN1zupRczzae0/VzHjs2pIWF1p9iLi+33pdcbmPa98ks/I978XxLS9Ldd69fVizmdOrUcMvnKxQKWlxcv8wY6ciR7rapGy7nlGHbOnPhwphmZrY3LK89P+dykTZvHtGWLbXL4tZrvqx2tEj1752u32yZzfO1eq1W6509WxkaVv/Y2ueoBhVxz1sbYmy0rHY76teLe62NnqPZejbPF7e+zbKFBWl5ef2ycrnxzoNcZDbXzaT1cXWOL0MaGXpWQeBlh/DdDwReCFKzCuzhh92/1rlzeS0utr4/9Oio0ciI+9eHP6an81pYaP2x7cWLJvV3VELvLS833mmrWKwEpK2USusvQKvYz8JWLhuLC2GjlRXqJEl64IH095RJg6mprZqcHNP0dF7Ly3mtrEjFYqWeqg3zRkeHNDioteW53Pows/pV+3s1XDOm8nPt89WGeHHr1gZ0tX+v/71QaPx77eNzuUvhXS5XWb923ULhUmBV/Vv9+rV/Hxi49PiBgcqy+fkOCn4DaQ+8GNLYHoIcOwSDfiDwQma5vuMYAPiMOhNA2s3NSSdOFHTxYnzdVJtrrKxQfzWzstK4rJv6fm5Ouuuuynmk2nOw+nOzZTbrdPq4+t+XlyOVSuuXxeGc117YRXnZoZzSjcALwUrb7XbTtC0A/EMVAyTv3e9+t+6++1tN/rpPcU3vq6/eq+c+97lJblYmTE1Jx49Lc3M5Sa27FNFu6p1SSZqd7fdWNHfixLAWFtYHOYVCpJGRskZGypqYKGrLlhJDGkWvpXbQE84PBF7INGMa5xowxlBBAQCAnmsedjV34sTxBLYkWyYnpRMnuBmGK9yVtzIMdmYmr5mZvM6eHdD4eEm7dhmNj/d7y/qLwMs9yirdCLyQaXGBV5zJycmGCv7MmTMJbdV6586d03Lc5Dd1hoeHNRR3H2kLvQr4fHudXuv2fZ0+fVpLLSbCiaJIuVxOw8OtJyLvhC//G5/2ZdvXKJWkhx9ev1+Uy2U98sgjLR9rjEnkk/Gky8eX/TVJ3ZTRzMyM5ubm1i3L5XJr8+lULwIWFhY0MzMT+xy1FwobXTQ0+5vNcpuLkWbr217IdHvBU1+OnW5HN4/vZp1O/ndVxWIl7Er7PFHhaKwTXN7sIgk2c3jNzub1r/+aV7Eo7d3bg41KKQIve5SVHwi84J24Hl6zs7MNyy5evNiTCmp2dlYrcZMp1JmentZgdfZVB+jp5p+FhQWr8HRhYcF6AleEo1yWVlYab3pQsrzKtKnHNlIbhMAPceeY2mXVn8vlsvV+1i5f9qvZNI8XS9jZswOanr50SbK8vGy1v5TLZeXzjZcy7c5XWPmbTdjX/Hnt25PV9Tfalnb+ZurWqXwvlzsPqeKO67SHke0EE8eOVeYAu+qqhDcqpQhx7Pl4HeXje2qFwAuZRl0MAHaoL4F+4yCst7Ji1oVd7YqixlQnwOu5BqWS0eLi+l655XKklZXWH5rlcvmGMpydLeqBBx6RMWZdyJeW30ul0tqFvE1oeP/90tiYdNllLYujI0mFCi6et1wuN/2QoL5sYYeySjcCL3jHttJJ26T1AJAkqjv0QoifHqNzCwv5hp5I7EMudFOGUUOQWCpFLadU6KdTp0419AoslUrK5/NNlz34YFnXXz/fs21Mi5WVFd13333rlsX1lB0YGFCxWIwNGWt/3uhvNj/36jGdPH5paUnFYnGtTGofzzVkdhB4IdOyUNfQcAMAAGi0tJSBhlwGuW4f+zKksdbcXE5TU3lt3pzyN+dYO2UVRVHQ1zFzc3M6ceLEumVx81Ru2rRJS0tLa0FYLpdrCMfql7X6vd3HSJUws/45COYIvJBxcXMo106sXNu9ub7C7lUFzi2QkaR+7tvInnze7sKlXC7H1qVAvfp9g/kj0Y6lpeZtJJsharBnW4xxh2/aD+lO65zJyQKBV5NlHHf281SWSqWu5zntVhRFDT33JOlRj3qUCoWwI5+w3z0yb2REqp/DO8nJcTthO5kuJxZ0gkYK2jE4WNbCQusQvn4fYp9CM3H7Ri/3F8K1bCuXO7+7I5IRV+wb/Z/SwLYtVP8hdP08ZyFg0no/8f9qjsALmTY2Jk1NrV/GAQ8A8QYHIy0s9HsrgFDRPnGL8myHMUZDQ0MNy2wCkMHBdN8JNe592ITxG/Uw9NnAwMDacMVmowS4nrKX5rJK87b1CoEXMm18vHEZBzYAxBsZKWlqav0kvrYXPNzoA4BrdNBLRi5X6anVqnxte/uMjqb7H9UstKkNdOLe68pKeOe04eFhXXPNNRuuE/rcXVX1o3Sq7aAstYeysp1JCjPWhjd27pQGB9cva+cujQAQks2bSxoc7Kzuo84E4FoW54vKilzOXUFu3tzf+YnaVT+xdy6Xa7hjY2W9PmxcCsX1jmMO4ka1d3HMimpAV/2ynWrHJ/TwQqbl89LevdK992683pYtWxqWbd++XYP1aZncV2LLy8tarp9oLMbOnTtjt6cbvaqQe1nxZ+kkY6ud97RgMR5tz549GhkZ6fg1OuHL/8WnY6bZa2zZIp04celvtg2g3bt396wBzP7afzZlNDU1pZmZmdi/1V5Abd68WZs2bdpwnbjfXSy37b3Y7ja1u04rY2Nj1tvU7nZ0Wwadvq7d8xoZs75esemZVF0PzRUKkUolN4X0hCdMO3kewEdpaVPUbke1FxpzshJ4wQO7d0tnzzbO5VVrPGbs4+bNmxvmMkjC+Pi4VeA1MTHRk+1BdtWHWM2MjY1Zr4vw7NghLS1JFy5Ufi8UClY3+igUCrGfkCNcGzWca//WrHeFj66//gbdffe32nrM1VfvjW2nhODsWan+5mbG2N3wZ3R0rMM7D9rdpa7V3y4tbi+QjL/zW8tHb7gtcX8bHKwM2YuiZoVkN2xt69airr662HK9fmk2Yb3Newvw2h9tyFrP9qxtb68QeCHzcjnpcY+TvvnNSugVYnINALaMka66qvJzNfSyQUMKaO0Vr3hF07/F3DE+eN0MaTRGyuXCCFI7NTgoyxuVxE9gnstJP/3TJe3bt69hPqxufnfxHNWfS6VSQ8CVxsArqesTF89bOzcV5/qNlcvlzPSaarZdWZqDzAUCL3ghn6+EXt/5jnT8OHN4AcBGqqHXyEilh4VFBy8AcI6mWLIGByv1e+uBBtU5r9Yv/aEfkh772HSHiqVSyapNn8vlGiZrHxgwevKTk9qybIsLF21+9ukxtT3bq3+rBkX1AWsaxAW/IPCCR/J56YYbpMXFRd13X1EXLxY2bEgReAEImTHS9u3SgQPLOneurNnZvJaXc03DL+pMdIp9B+if6gwHFrNrrMnlpB/4Aek5z0lmm/ohfj6jPm1MBsSVV2jOnz/fML9irXK5rCiKdNlll2nv3r2qzolaG7DV/26zTqePKRQK65Zz44EKAi94Z2xMOnhwUeWytLxstLiY08pK4wF/8GBZG9Rh63RX3y9raWmx5VrXXltWN9MuJXFO4jnT9bwjI0uam2scm1D/nNdcU1In08G4fs+hPV8Sz9mL5xsbm9fy8tLa78WiVCw2rnjddTs0PDyw9rurdpTL9pjrth3btrFTp+Z0+vS5pn+vTsO0a9eAdu/evG5Z7RRNnS6L+1ttttbNa1Wfx/axNutfdVXjsiiKX1b/fLbr1QbW1b/VLosrp+rf48ou7vk2ev12yzWfv1QvVf+Wy116QNz2VoV+Md6OkRGpUKjM39iqR+/WrdKLXlQZOQGguWqgNDAwoIGBgRZrJ69YLFrNf8iQRsATuZw0PBxpeLgkqfHsvmtXWTE3jXJucrKkhYXWk33u2qWuAi/4b8uWsgqF1mPPtm5VR4EXwjQ6Gnf7+sary8svj6ijsM7gYOWrldHRyhdQ7x3vaAyzTpy42HT9avBXLktXXrlpLXSrhjg/9mOVv1Unwi8WKz+Xy5X1VlYqy6qPKRYvPV+p1LisWLz03LV/ky49b+3fq1/SpcfXbnOp1Pz36s/V56quU/29NvSs/l77WrXr1/5cfdzgYOVD4cXFS+VQKl1avm2b9H3fJz3xie39D/vNtgdp3AV+QNf86EA3+xbSg8AL3qHSAQB71JlAb82vzGvi9ydUiuwmz5sYmtDFX7/o3bFaDaFqtbrANKbSKyyfl4aGGsvjUY9yuYVhqIaGtV/V/02z322XuVqnNiScn6/f/s6HTHt2SMExX4fj+/q+miHwgndsG4ShHewAEIc6E+itu8/drW2j2zZcZ7G4qKmlKUnSTz/+p70Lu6T1Qx2ruulRkU/33OqpZUx2gp/FRemLX+zssfTwQlLSUj+nZTvShsAL3uHiDQDco84E3Hjynifr9KtPb7jOj37wR/XBb31Q20a36U3PeFOPtqy3XAdeXOv5L2734NyEpLBv+YGp++EdAi+Ejn0b7eATQXSKfScZn3ngM/rgtz4oSfr9Q7+vLcNb+rtBCSm2nt60qbh9jxuS+a+b5g0hKZKStXNhaNcJ9PBCsEI72AEgDh8SAOlRKpf0Hz/xHyVJ37Xnu3TbE2/r8xYlx+JmYm1hSCPalbGcQpJULBf199/5e/3lN/5S/3r2X/XQzEMaHxzX/i379cPX/LBe/bRXa2Joot+b6YWsTVqflu1IGwIveIeDHQDcI/ACkvfH//LH+tez/yojo3c9613KGX+7LcX18GJIIzbiekhj1vaZ75z/jl76ty/VVx7+iiRpMD+okcKIzs+f1/n587rrobv06qe9us9b6Q/aPX4g8IJ36K0AAPb4kABIh/Pz5/WGz7xBkvQzT/gZPfXKp/Z5i5LFpPVol+shjVly5OwRfe+ff6+mlqb0sse9TL980y/rSbufJGOMZpdndddDd+nvv/P39O7qg6ztW6FdAxN4wTsEXgBgjzoTSIffOPwbmlyc1Oahzfr9Q7/f781JXDdzeMVhDi//ddPDK8u9AicXJvXsv3m2ppam9Me3/rH+/Xf/+3V/Hx8c19P3PV1P3/f0/mygpxjS6AdODfAOF28A4B51JpCcrz38Nf3Pr/1PSdJvPf23tHN8Z5+3KHn08EK7Qh3S+KbPvknHp47rZY97WUPYheTQ7vEDgReCRSWGrOGTGySBDwmA/oqiSK/8xCtVjsq6cfuNeuVTXtnvTeqJbgKvOPTwwkay2sPr1PQp/fFdf6ycyel3nvE7/d4cxEhL+5z2XDxODfAOBzsA2EtLQw0I1fu++T59/uTnJUnvfNY7VciFMeNIN0MasxpeoDuum+5Z2Gfe9833abm0rB888IMaHRjVr/2/X9O177pWw78zrMvecpme8zfPWas/4BbXin4I44yKoHDxBgD2+JAA6J/Z5Vn9+id/XZL04hterB/Y/wN93qLecT08rcBVjfdCPA194MgHJEnbRrfp0X/0aF1YuKDB/KAKuYImFyd1+7236x/u+wd94EUf0I/c8CN93towZe3aM7T2HD284B0u3gDAPepMwL3f/uxv6+HZhzU6MKq3PvOt/d6cnorr4WVbz+Rixi9m7JoTHQht0vrZ5Vl948w3JEl/869/o81Dm/WxH/+Y5v/LvGb+84w++ZOf1M6xnSpFJf3C7b+ghZWFPm+xX5i03g8EXvAOgRcA2KOBBPTHvY/cq7d/6e2SpP/8ff9ZV2++ur8b1GNxc3h1g0nrw+TzpPVfffirKkeVA2X3+G79823/rGdf+2zlc3nlTE6HDhzS237obZKk8/Pn9bmTn+vn5nqHa0U/EHghWFRiAMCHBEC//PL/+2Utl5Z1YOsB/aen/ad+b07PuQ68mLTef92chrLYw+v4xeNrP//eod/Tnk17Gtb5oYM/tPbzQzMP9WS7sF7WPjgMrT3HqQHe4eINANyjzgTc+dg9H9PH7/24JOntP/R2DRWG+rxFvdfNkMa4th6Bl/9cz/uWdpOLk5KknMnphde/MHadzcOb137eMrylF5sVDIY0+oHpHeEdDnYAsEedCSTryNkjOnzssKaXpjUxNKGbr75Zv/L/fkWS9KxrnqXnXvfcPm9hf8RdS5Ytu33F1VsMafRfaD28qnNyXT5yuSaGJmLXue/CfWs/P3rbo3uyXaHwOUwNCYEXvEMPLwCwR50JJOPw0cN6051v0p3H74z9+0BuQG//4bf3dqNSJK6Hly16eMGFtAde20a3SZKmlqZUjsrKmcad/P3/9n5J0rWXX6trL7+2p9uHirR8cEh7Lh6nBniHgx0A3KPOBOz92Vf/TM983zObhl2SVIpK+ucT/9zDrUoXJq1Hu1wPaUxJTtHU91z1PZKk5dKyPn3s0w1/P3L2iP7b5/+bpMqNL+AW7R4/EHghWFRiAMCHBIBrh48e1is+9oq1u6s1U47KevlHX67DRw/3aMvSpVRqXMYcXtiI6yGNaXfD9ht0896bJUk//7Gf15dPfVlRFGm5tKz3/9v79Yy/eIbmV+b1rGuepZ96/E/1eWvDlbV9K7T2HEMa4Z2sXrylbXsAhCFrDTUg7d5055tahl1V5ais377zt3XowKGEtyp94np4dRN40cPLf9308MrCHF718/0d2n9I/+v5/0s3/6+bdf/k/brpf96ksYExLZeWtVJekST9uwP/Tv/nxf8ndrgjusOk9X4g8IJ3ONgBwF5WPyQA0ujI2SMbDmOM89njn9WRs0d0444bE9qqdHI9pJEeXv7zdUjjRvP93bz3Zr39h96ufzrxT/roPR/VqZlTGh8c1xN2PUG3PfE2/cRjf4KwKyG0e/xA4AXvcPEGAO5RZ6JTIe07h491Njzx8LHDwQVeDGlEL6W1h9efffXPNhwCfefxO/XPJ/5Z73nue/SOZ72jx1sHG1nrbBHSOVliDi94iMALAOxlraEGpNn00nRPH5dl3QxpjMOQRv+5brr3+/THfH/pxpBGPxB4IVgEXgDAhwSASxNDEz19XJYVi50/lh5eYXI9pLHfOpnvD72T5X0Ll3BqgHe4eAMA96gzgdYO7e9s8vlOH5dlrsOLAhO1eM/1XRr72SGmm/n+kC5p6VnFNXA8Ai94Jy2VTlXatgcAalFHAe7cuONG3bz35rYec8veW4Kbv0tyf5dGqrIwZXXS+m7m+0NvhBYM+YrAC94h3QYAe9SZgFuvv/n11ndNy5mcXnfz6xLeonRiSCPa5VMPL+b780fWPjgMrT3HqQHe4eINANyjzkS9rDXye+XQgUN693Pe3TL0ypmc3vPc9+jQgfCGM0ruJyBnSKP/uhkGm7b6ivn+0i9r+1ZatiNtCLwQLC7e4Cv2bbSDDwkA937uST+nO152h27Ze0vs32/Ze4vueNkduu2Jt/V4y9IjrodXNxeY9PDyn093aWS+v/Sj3eMHPguBd7h4AwB7fCIIJOPQgUM6dOCQjpw9osPHDmt6aVoTQxM6tP9QkHN21XPdWyef73aLEJp+nv6q8/21M3F9qPP9pV3W2lGhXQMTeME7Wat0AKCf+JAASNaNO27kIjUGPbzQLtd39uz3JcPrb369nvm+Z6ocxdzBoU7I8/31C0Ma/cCpAd7h4g0A3KPOBOASc3ihXa4nre835vtLN9o9fiDwgncIvADAXhovAgD4rxzTqaWbthk9vPznehhsGk5/zPeXfWlpR3ENHI/PQhCs0A52AIhDAwlAP5RKjcts65lcTLpF4OU/34Y0VjHfXzrR7vEDgRe8w8UbfJWWT5AQJupMAC7F9fDqBpPWYyNp7eFVi/n+silr7fPQ2nN8FgLvZK3SAYB+os4E0A/d9PBi0vowub5O5/SHjTBpvR84NcA79PACAHvUmQD6gUnr0S7XQxqBjbBv+YHAC97h4g0A3KPOBOBSN5PW08MrTK7v0kiHGLiQtZ5VobXnODUgWKEd7AAQhw8JAPRDN0Ma4xB4hcmHSeuRTgxp9AOnBniHizcAsEcDCUA/uO7hxZBG/9HDC73EtaIfCLzgHS7eAMAeHxIA6Ie4Hl62GNIYpm7m8OL6AElJy75Fey4epwZ4h4MdANyjzgTgEpPWo13cpRG9RLvHDwRe8A6BFwDYS8snkwDC0s0cXvTwChOBF9Ioa+2o0K6BOTUgWKEd7AAQhw8JAPQDd2mEC0xaj6RkbbhsWrYjbTg1wDtcvAGAe9SZAFwpl93Px8SQRv+5nrQe2AjtHj8QeME7WT2hUakC6Ies1pnIDs5vqOe6dxfVWBhch6TsN3Aha+2o0M7JBF7wDj28AMAedSaAXosLvMpxC2PE1Vn5fLdbhCzoJvCKk7GcAj3GkEY/0PkXXsrn87GVVP2ycrmsHJM+AEBLBF4AXCkWO38s83ehE/TwAsJE4AUvlctlLs4QhCiK+EQHXaGHF4Bes+zMZY0eXmHgLo3olaz17pJozzVD4AUv5XI5leLud10ntAMe/nn44Yc1NTW1dpIzxmhxcVGbNm2SMSb2K5fLNf1bO18unwf9k6bGGoAwdDOHVxyqsTC4HtJYLnfX2/DSNrh9fKFAr8V+4xrRHwRe8BIJN0JR3YdrvxeLRa2srPRzszqS1jDOdt2sor4E0GtxIYNtHRP3IQnhQBhc36XxyJEuNiZBj3mMtG1bv7cCNrLY/gutPUfgBS9xAYdQ+LQPR1Fk1TMzrdIcxm30ZbsP+bSvwY0sNvSRDgxphCucm5AEn4c0hobAC15KU+BF5QOEIYqiTDa8i8Wi7r33XknxoV11+cDAgAYGBqzDtlbruHoOANnTTQ+vuHYVVUEYXPfwAuA/Ai94KU2BF5Ak9mG4VBva1d8QoVQqaX5+vuPnzuVyKrvu1lHz3L0I11w+BxAyenihE93M4ZW2eve1r32tvvSlLzb5679JeqRh6a233qrbb7890e1CRVb3KxuhXTsQeMFLtpVPUhdfQK/046TFnSHDUP8/TnMDKYt1edYCOoI6uOS6hxe7ZhhsT0P1+1J1yoQ0TZvQPOxq7uMf/7iTOVqTOp8n8bz92taVlRUtLi6uW2aM0dDQUCLb4wLn6HgEXvASPbwQin7sw5xQ/cL/sz+yOgS2Nvx65JFHdO7cuXXLBgYGVCqVlMvl1r5KpZKiKFr7PZ/Pr/t7/e/VZeyb/nJ9tz2GNIbBdhd5+OGHVaxLVYvFogYHBxPYqkq92Kv6/Jvf/GZPXid0xWJRx44dW7dscHBQBw8eXLeM81T6EXjBSwReCAX7MLpFfYl21AZ1xWKx4aKyVCo1LCsUCsp3MOas2susVTDWalncOsz/1l9xnTK76eHFkMZwcW5CEhjS6A8CL3iJCzgAsFM7+Xvt/F3V79WfCQhgw+V5NelhSLY9zToJ3bCxuCGNtpi0PlyuewYCzWRxv8pi+NYLzgIvY8yzJb1K0g2SLpf0sKSvSHpbFEVfqFnvvZJ+usXTfSqKokN1z39A0m9IeqaknZIuSPq0pDdGUfTtJts0Ium1kl4iaa+kaUmfkfSGKIrubvKYKyW9SdIP17yPj6y+zmSTxzxN0m9KeqqkYUn3SfpzSe+Koig9g8UDQuCFULAPo1vGmKZzYLmct4l9FWnTyzCtnbBso+XVedWyjknr0QlOI0gbH+pj3zkJvIwxb5H0GlVuJ/ERSeclXSPp+ZJ+xBjzU1EUvW919Y9IeqDJU/2kpAOSPlH3/E9SJdyakPQpSe+XdJWkH5H0XGPMD0ZR9MW6xwxJ+kdJ3yvpLknvWH3MiyU92xjzA1EUfanuMQclfV7SDkl/J+nbkp6iSpD3w8aY742i6JG6xzxf0v+VtCjpA6oEcc+V9Aerr/3iJu8VCbL9dJULMGTd/v37JV3qiRNFkQ4ePKiJiQmVy+V1yzv5qn8OSR09b6vHoL9s5x/hhgVoJYs3EEjCRmFat/P9NAvCOgnQ+tU7zfWk9fTwCle1fcG5CS7F7VPV33s5Z1s76PARr+vAyxizS9KrJZ2R9Lgois7W/O0ZqgRUb5L0PkmKougjqoRe9c+zRZXQbFnSe+v+/GeqhF2/GkXRH9Q85nsk3SnpL40xN0ZRVHvbil9VJXD6kKQfi6KovPqYD6y+/p8bYx5bXb7qj1UJu/5jFEXvqnmdt0n6FUm/K+kXapZPSHqPpJKkp0dRdNfq8tetvu8XGWNeEkXR+2MLD4nhgIePNtqva3viFAoFDQwM9GqznHARxvXzOUJRLpc7motJSm8DEd1pdkGA5JTL5UTrHZfhWf3fqvtHN0PTmMMrXIWYK1ebnsi1Q/cBW/V1UvX32uWc89LPRQ+vvZJykr5UG3ZJUhRFnzbGzEjabvE8PylpRNL7oyg6X124OpTxCZLOqtJLq/b5v2CM+TtVenr9sKSPrj7G6FIw9ZraUCuKor8zxvyTpO+XdIsqPceqr/NMVXqf/VHdtr1B0isk/aQx5teiKJpbXf6i1ff2l9Wwa/U1Fo0xvynpsKR/r0qPNPQQgReQLS6HzvVLGoM423Xb6eEF1Gp2QYDsqgZq9TcfcKEaPNxzz6gefnjTWt2fy+W0sLCgqamptWCiGpQNDw83PEc9sowwDA9LU1Prl3HuQhK6CeDTLrTjwUXgda8qvbKeYozZVhdW3Sxpk2J6dMV4+er3d9ct37X6/YG63lhVR1e/H9Jq4CXpoKSrJd0TRdGxmMd8QpXA6we0Gnit/ixJd9S/ThRFM8aYz6kSiD1VlSCr9jH/EPMad0qal/Q0Y8xQFEVLMesgIQReAHqt9sItawqFgpaXl9eFZdUQrLYX23XXXadCodBRuNZqnU6fA+lSDVCBOFFUuRHBykpRKysr6/62sLCgpaX1zeWhoaGGwCsOu1wYxsYal/kcTADtYB+P13XgFUXRBWPMr0t6m6RvGWM+ospcXgclPU+VebR+fqPnWB2a+FhVAqpP1/25GqDtNcaYqLFWO7D6/dE1y65b/X5Pk5e8d/X7tW0+5pmrj6kGXk0fE0VR0RhzTNKNq9sYO0k+kkHgBQD2qmFdte5sNmxxdHRUg4ODvdy0llyGZ718DoShWCxqYWFBpVJJxWJRpVJprfdU7bLx8XFdccUV/d7cnnE9IjNuqBv8s3OndOzY+iGx1KfoJ0Km9HNyeoii6O3GmAdUuTPhy2v+dJ+k90Z1Qx1jvGL1+3tinvseY8w9qgRNvyTpndW/GWNuUmVifEnaWvOwzavf6zq9rqku39KHx8QyxnylyZ8e3WQ5NmBb+YQ09w4ANJPlOjOrw2HTFsDZrtNKN/O8+WhhYUEPPvjgumVxQ4iTultkWpVKjcds3P4V12OWIY3hGhqSLr9cOn9+4/Xi9pvqPHK1snjuKBQKiWx3UmWR1eeNokhDQ0Pr/pa1+XGbCS0kdnWXxtdI+j1Vwqg/lHRalaDm9yX9tTHmCVEUvabJYzdL+lHFT1Zf9fOqDBt8hzHmuZK+LulKSS+U9C1Jj1Nl4njrTV793s5/u1ePgQP08AIAe9SZvZf1oK5cLuvhhx/WqVOnmgZm1bmgtm/frh07dqz9Xi6X13o6bbTMh/3NNvwLLfCK+9fG/b/jjhEmrQ/bwYPSxYuX7vQZ90HMrl27GpY96lGPyuSUA/Ue//jH93sTgjA3N2d1jk7TeTxN25ImLu7S+HRJb5H04SiKfrXmT181xrxAleF+v2aM+ZMoio7GPMXLJI2qbrL6WlEUfcYY8xRJv6nKRPO3SDop6XckfUPS36kyqX1VtWfVZsWbqFuvl4+JFUXRk+OWr/b8elKrx2M9Lt4AwJ7tRQB1JmrnqhsYGLD6xPvyyy+PvQBtpTrfU6tgrJN1erUvxwVe9PCK7+FVr7qfVe/uWC0zeniFbWREuu466ciRyu9ZncPrppueqi996YttPebWW29NaGtQL6v7FRq56OH1nNXv9XNvKYqieWPMlyW9QNITdWmC+VrVIZB/utGLRFH0TVV6gq1jjHnj6o//UrP4O6vfr1W8R61+r517q9PHfNfqY9YNSTTGFCTtl1RU/PtGggi8AMAedSbSyBijQkKTM1V7oLkIz+qX1R4ncYFXXI+UJO6ImGY2Pbxqewq2Qg+vsGzfLt1wg/Ttb9ufk9IWTLz5zW9u+rfHPEbatq2HGwMv0JaL56IVUR3cur3J36vLl+v/sDoH1+NVmaz+M+2+sDFmSNJPSSpLen/Nn+6XdELStcaY/VHjnRqftfr9UzXLqoHdM40xuajmTo3GmE2SvlfSgqTaKP5Tkl4q6Ycl/e+617hZlZ5rd0bcobHnOOABwF6W5/ACOmGMUT6fT2S+sdrhnMViUcVisSEgqx3+WV22dWtlOtpW4ZoPbHp4SczhheZ27JBGRyM9+GBJMzMbH8c+DGVEb9HDyx8uAq9/kvRKSa8wxvxpFEWnqn8wxjxLlaBoUdLnYx5bnaz+3Ru9gDFmTNJiFEWlmmUDkv6HpH2S/iiKovurf4uiKDLG/Ikq84r9V2PMj1UDLGPM8yV9vypzf3225jH3G2PuUOVOjL8o6V01m/BGSWOS/jSKorma5R9SZTjnS4wx74qi6K7V1xhWZbilVrcRPcbwHACwx4cESFJo+01tmDYwMKDx8XGrHlxXXXWV1RDRjcKwbpf36n9lO2l9nLj6irs0hmlkJNJ11y1oYSGn8+cHtLCQ09JSTsXi+n0kl7PvBegqv+jmechQ+s/n85bP7y2Oi9PDhyR9UtIPSrrbGPNhVSatv16V4Y5G0mujKHqk9kHGmAlJP6ZKz6+/aPEaz5D0P40xn1Rl7q4JSbeqEnbdLunVMY952+rrv0jSl4wxhyVdLenFkuYl3Vbbi2vVf1AlmHunMeaQpLsl3bT6+vdI+o3alaMomjbGvHy1DD5jjHm/pAuSnifputXlH2jx3pAALt4AwB51JpCcfD5vFXgVi0WrwKs6r1USwz1re5wlEapdeh277WHSemykek4aGSnrqquaD6gpFApirnckIU09vNK0LWnS9ZkyiqKyMeZWVXpFvUSV+bpGVQl+Pi7pnVEU3RHz0Jeq0muq6WT1Ne6R9DlVJqvfocrQwm+o0vPqL2OCK0VRtGSM+UFJr5X0E5J+RdK0pI9IekMURd+Kecz9xpjvkvQmVYYp3irpYVXuPvnGKIouxDzmI8aYW1QJw35E0rCk+yT96up75+qgD7h4AwB79IoFklMoFLS01Hp2izTM45XkUE/pUu+0Bx8sa2HBrJunK5/Pr4V41eU2AaDEkMZQ2Q7xJQhAu2jv+MPJR0NRFK1Ievvql+1j/ocsh/tFUXSPKmFSu9u1IOkNq1+2jzkp6WfbfJ3PqRKOISWyGHilaVsAhCWLdSaQFbY9sdIQeCXt0l0Xpfosa3h42OpulQxpRBXzLKHfsrhvhdaW4/MQeImLNwCwx6T1QHIIvBrFNb+66a3DkMYw2bbjmbQe7cpimJqmbUkTjn54iYs3ALDHhwRAcgi8GnXzVrlLI6qyGEoA6C1OD/ASF28AYI85vNAJLiLtEHg1shi52BaGNIaJwAtJyeK+xfVvPAIveIkDHgDsUWcCySHwahRXlXRzgUkPrzAxaT2SQnvHH5we4CUu3gDAHsPAgeQQeDWKe6vdBF7M4RWmLPbCgV+yuG+Fdv1L4AUvpSnwymJFCCAsaaozAd8QeDXqpodXHIY0holJ65GULLZ3uOaMx9EPLzEfDULGfo12UWcCySHwatTNHF4MaUQVPbzQb+xb6cfpAV6itwIA2KPOBJJD4NXI9ZBGeniFicALSfF53wqtLUfgBS9x8QYA9pjDC0hO3nKCqXK5HMwxxpBGuMCk9UhKFq8R2c/jEXjBSwReAGCPOhNIjjGGXl514oY0djMfE0Maw+RzLxxkA/tW+nF6gJe4eAMAe8zhBSTLNvAqdTO5VYa4fpv08AoTk9YjKVls73D9G4+jH17igAcAe9SZQLLo4bVe3Eg0hjSiXfTwQr+xb6UfgRe8xHw08BEnVSSFwAtIlu08XqEEXgxphAsEXkiKz/tWaG05Tg/wEhdvAGCPDwmAZNHD65JyuXHS+iiKuEsj2sak9cAl7OfxCLzgJQIvALBHnQkki8Drkm6GM8bVVZad5+Ahn3vhoL/Yt/xB4AUvcfEGAPaYtB5IFoHXJXFvsZvhjFxvhotJ65EUn9s7Pr+3OBz98BIXbwBgjw8JgGQReF3i+i3Swytc9MJBv6Vp30rTtqQJgRe8xMUbANhjDi8gWQRel7i+QyOBV7gIvJAUrhH9QeAFLxF4AYA96kwgWQRel3QzpDGurmK0WriYtB79lqZ9i7ZcPE4R8BIHPADYYxg4ksR+Q+BVq5u3yKT1qEUPLySFfcsfBF7wEoEXANijzgSSReB1ieu7NNLDK1xMWg+0L7S2HEc/vMUFHADYYQ4vIFl5y25I5XLZ++OsmyGNcejhFS564SApWdy30rQtaULgBW8ReAGAHepLIFnGGHp5rSqVOn8sQxpRK4uhBLKB9o4/CLzgLS7gAMAOc3gBySPwqojrwNbN5OOMVgsXk9aj37K4b4XWluMUAW8xRAcA7PABAZA8Aq8KJq2HK/TwQlKy2N5hP49H4AVvZe0CLi3bASA8WasvkQ40rttjG3iVuhnzlwGuP2ck8AoXk9aj3zgPph9HP7zFBRwA2KFHLJA8enhVxL09hjSiE/TwQlJ83rdCu/blFAFvEXgBgJ12GmzUmUBnbO/U6HvgFdeBrZuLS3p4hcvnUAJoF/t5PAIveItJmAHAHnUmkCx6eFV001GUwAu1mLQeSSFM9QeBF7xFDy8AsEedCSSLwKsi7u11U68wpDFchBJIShbbOrTj4nGKgLc46AHAHnUmkCwCrwrXQxotixUeYtJ69Bthavpx9MNbXLwhVOzT6AQT1wPJIvCqYEgjXKGHF5Lic1va5/cWh8AL3kpL4MVJFkAWpKXOBHxF4FXhuocXnXfCReCFfkvTvpWmbUkTThHwFhdvAGCPSeuBZBF4Vbiew4seXuFi0nokhTDVHwRe8BbDcwDAHh8SAMnKWyYz5XLZ67aJ6yGNzOEVLkIJJMXnto7P7y0OgRe8xcUbANjjQwIgWcYYenmJIY1wh0nr0W9pClPTtC1pwmci8FZaAi9jTOy2UCkBSJO01JmAzwqFglWYVSwWNTg42IMt6r1uhjQyaT1q0cMLSaGt4w8CL3grLRdvURTFvgYVKdpFgw1JYg4vIHn08JJcVyEEXmEi7EIapGn/Ssu1b9rQvxPe4uINAOzRUAKSR+BFDy+4QeCFJNHW8QeBF7zFxRsA2GMOLyB5BF7xc3h1c7c9Aq8wcYdGpEEW96/Qrn0JvOAtAi8AsEedCSTPNvAqxaVCnnB9l0YCrzDRwwtJyuL+Vb8tzabUCa0dR+AFb3HxBgD2GAYOJI8eXvE9vLpB4BUm7tCIJPnQ1ml207Q0hXS9QA0AbxF4AYA96kwkhX3mkrxlOhNa4NXN8DTLDBGeyWIPHPgni/tXaOdkAi94i4s3ALBHnQkkjx5e7oc0ZvB6Ew4QeCFJWWzrsK/HI/CCt7h4AwB7TFoPJI/AK76HVzfhBT28wsSk9UgD9q/0I/CCt7h4AwB7zOEFJI/AK76HVzf1CoFXmOjhhSRlsa1DZ494BF7wFgc9ANijzgSSR+DV3aT1cfUUc5KHiUnrkQYEqulHDQBvcfEGAPaoM4Hk2U5aXy6Xve2BzpBGuEAPLyTJ5/0rtHYcgRe8xcUbANhjGDjalcWGfr8ZY4Lv5RXX7CLwQrt8DiTQf1m8PmRfj0fgBW8xHw0A2ONDAqA3Qg+8uhnSGIcRa2Fi0nqkAftX+nGKgLe4eAMAe3xIAPQGgVfjMnp4oV3M4YUk+dzW8fm9xeEUAW9lLfBKy3YACFPW6kykR7Eozc3ltbSU0/KyURSt35fm5gpaXr70u8tdyNVz9XKbTpwY0czMSsvnWV4ua8sWN9skpafc4wKvbnrrEHiFiSGNSIM07V9p2pY04RQBb3HxBgD2mMML7Zqfl44fH9KFCwMbDlNbWsqL3eaSCxcGNTU10HK9XC7S0lIPNqiHupm/S+IujbiEwAtJ4vrQHwRe8BaBFwDYo85EOx5+WPrGNwZ07lzr4Abr2d6pseR6sqsUiAs+uxmaZlmU8BCBF9Igi/tXaO04Ai94i4s3ALDHHF6wdf/90smT8eEFWgs58IrTTXBB4BUuJq1HkrIYqKZpW9KETsDwFsNzAMAeHxLAxtmzlbALnbMNvHxsn7h+S1zfhYtJ65Ek2jr+oIcXvBV38RZFkZbqJsTI5XKan5+3ft52K8D5+XktLCy0XG9ubq6hEdyLytaX1+jV6/TzvUxNTWl6errlYycnJzt+jST48n/xvbymp6f1yCOPtHzsysqKxsfHO3oNl3j+3r/G0pL09a8PqlyunF+npqZ04cKFlo8rlUodffKcZBn182Jmbm7O6libn59vKLes75crK0bnzq2//CiVSpqammr52Fwup8HBwXXLRkcj3X//TMvtNsZ09N6yvA/6vu3nzp3T2bNn1y2L+z/PzMxoZmamrefuBM+b3HMnsa2tnvM73/mOdS/b2uu3fpfrt7/97YZl11133bpzSWhhHoEXvBXXuC4Wizp27Ni6ZcPDw4l+inrixAnNzc01bFt9ZVMqlawuIm112rhDej344IPrGm1S/P85iiLr0Auomp2dbbh4aLbewECY8zblcjkve93YOnVqUOfPXwocZmdnNTs7a/VY215NIVhaWmpoF8RZWVnR6OhoD7aod5aXjRYWhtctK5VKDR9Gxsnlcg0fIOZyJV28eLHlY2kT+WdhYUGLi4vrlsX9nxcXF9v6YBvd8eVYKxaLVu8jbUPPfSh71+jjCW8xPAcA7DGHFzYSRdL582EGna7ZHmtpu5ByI773vdUjuUMjamRxjiX4h/0r/ThNwFtcvAGAPRpt2MjiYk4rK+wjLoQceHXTQZLAC7VC7m2bJaVSyWpqF7hBh49GDGmEtzjgAcAedSY2srxM2OVKO8M7oyjyKox2XX3k89RHoWLS+vQqFotrc6fNz88rl8vpUY96lFd1WVXa3tPy8rKMMWtf7P8EXvBYFEVaXl5WLpdbO+glNVQCvZiLpr4yDH0eGHSmdj+uXQa4EEWRVlZW1tWZ1Xqy2mDK5XIqFMJoOszNzTXM+xJXd4+OjmpsbKyXm9YXcb27qvtH9cKzGs7UXohGUURIGmNkZGSt/PL5/NpxVv29usy/Oj5+SGOzCZVb7Tu5HPtWqKrno2odU7uv1NbTtLd7Y3l5eS3kqu/RVe3llaU5Ca+77jpJWnd+i5szN211dP15o7qNtecVP88tzYXRakWQ4u7mUyqV1lVYvRouUF9BlsvlxC8AfJk0EuvF/U/78X9m//KPMabhAwBjjMrl8roLhlAaSQsLCzp//vy6ZXH7/bZt24IIvOJEUdRwMVlfPnFBPaTt27f3exNSY6NQtNW+MzRkP48T5yy/lMtlFYvFdcuq+0ttrxZ6uCTrkUce0dTUVMsbT8zMzGQq8KrtKFGVxoCrVrlcju1BHEWRSqXS2nVvmt9DEqgB4C0aNgAA9B/nY1R1syvEXaSNjNB7B+inpaUlq7us1t9lHO7Z9mYMLQQO690iKDSwAcC90D4ZRPc4H6PKdeA1PEzgBfTTpk2brNZbWVnR4uJiwlsTNttzbTvzSPqAwAvB4+INAAglsLG4UyXnT7TLZTUzNlbW6CiBF9BPY2Nj1ucCenkly3aqntB6eDGHF7wVd/FmjNHw8PC6ZUNDQ87GlMd3tx+x6mI6NjZmPQ9MLy4yenUh48t76cVrzMzMxM6PU79sy5Yt2rJlS8evY/NeXMxj4Mv/xZdjZX5+XtPT0+uWxf2fR0dHtXPnzo5fJ+n34er5aydj3+j5d+zYoV27djl5zbjnT0InrzE0ZDQ7u77ZODIyEtvArn/+sbEx7dixo+3XjJNk+WQ5wMvKcTU9bbS0tP5iK67XR1zdMzQ0pG3btq39fvBgSVdcUdbBg/FtrCTn3snyfujLtm/atEnnzp1r+ZgrrriiZf2T1HZnsaw7ed5Nmzbp4sWLLZ93eHhYN9xwQ4db1vh8rqWpTDt57rm5OQ0NDbV8fQIvwGOFQkH79+9ft2xkZETXX399Yq+Zz+cbLiLjPOpRj9LExERi24Hsy+VyunDhQsv19u3bp8suu6wHWwSfzM7OanZ2tuV64+PjuvLKK3uwRf1VnbC/lZ07d2r37t092KL+yuWkujn8NTAw0HA3rjjj4+PaunVrQluGLCmXpfrPGI0xDTcZijM8PKyRkRFJ0vbt0o4d0sSE1MXnO8iwkZGRhg+x44yOjmZqsvQs2rFjh+bm5lquVywWVS6XY0MZdM822A8t8Arr3SIotsNzsvyJLgC4wpBGbIQhjXDBRTWzfbt0xRWVn9kFgf7bvHmz9fmgVU8wdI5J6+OF9W4RFAIvAHCPOjNM/NuRFNv2WqFgtGfPpbBLYr8E0iCfz1tPXk/glRwCr3hhvVsAABCLHl7YSDc9vNi3UBW3K7TaPwYGIl1++YquuWZZ9VMxEXgB6WA7d+zs7KyKxWKyGxMoAq94zOEFb9HDCwDco84MUzf/9rjz8cjI+p46Ll4nhOdx/Vyun6/Vc50927jOzExZQ0PLDc9TKJQ1OBipem1WKFD3AGm1ZcsWnThxwmrdixcvrrsBBdywDbzy+XzCW5IuBF7wFp8oA4A96kxsxPUcXkNDUgD3PkCdUkmqv7GeMWXNzzfe7dMG+TuQDgMDAxobG7OavJ7AKxn08IoX1rsFYtBbAQDoFYv2dTOkkXwV7Yrb36iOgPSwHdY4PT2tUqmzkBvN2ZYpgRfgCS7eAMA96swwuf63E3iFyfX/neoISA/bwCuKIk1PTye7MQGih1e8sN4tgsLwHACwR52Jjbiew4vdLUz83wF/DQ8Pa3h42Gpd7tboHoFXvLDeLRCD3goAYI86c71QgkLXc3gFUmyw0E2PfKojIF1se3lNTU0Fc/7sFQKveGG9WwQla0MaqfQB9BN1EDbSTeBFDy9Uxf3fu6l7UtKEA7Bq69atVuuVSiWGNTpG4BUvrHeLoHDxBgDupeVDAvSW6yGNCFM3uwJ1D5B+o6OjGhwctFqXYY1uEXjFC+vdAjFoQAFA9nrForcY0ggX6OGFXiNw7z2GNfaHbeCVz+cT3pJ0IfCCt7h4AwB7NDqxEe7SiH5jDi8gG2wDr5WVFc3NzSW7MQEplUpW69HDC/AEF28IFfs+ksSHBGFiDi+44Pr/TnUEpM/4+LgKhYLVugxrdIchjfHCerdADC7eAICgtB7nhvVcz+HF7hYm/u+A/4wx2rx5s9W6BF7uEHjFC+vdIihpGdLIRRMAn1CnhYk5vOBCN3N4MaQRyA7bYY1LS0taWFhIdmMCQeAVL6x3CwAAYtHDC+1iSCNcYNJ6dIIPX9JtYmLCOlihl5cbBF7xwnq3CEpaengBgE+oM8PEpPVwoZv/O3UPkB25XE4TExNW6xJ4uUHgFS+sd4ug0FsBAOzxIQE2whxecKGbIY1xqI6A9LId1jg/P6+lpaVkN8ZztmGXMSa4dhyBF4IX2kGP7GJfRZL4kAAbYQ4v9BtzeAHZsnnzZuvzxNTUVMJb4zd6dzUX3jtGMOitAADuUWeGqZvAizAVVa53BaojIL0KhYLGx8et1p2cnEx4a/xmG3jl8/mEtyR9CLzgLRrYAGCPOhMbYUgjXHA9pBFAum3dutVqvdnZWRWLxYS3xl+lUslqPXp4AQGitwIA2KPODBNDGuGC60nrqY6AdNu8ebP1ukxe3zmGNDYX3jtGMBjSCAD26GWBVlwPa2SXg8Sk9YDPBgcHNTY2ZrUugVfnCLyaC+8dIxhcvAGAe3xIEC6GNaJbrnt4AUg/27s1Tk9PWw/Nw3oEXs2F946BOjSgAIBesWiNYY3olus5vKiOgPSzDbyiKNL09HSyG+MpAq/mwnvHCAYXbwBgj16x6ARDGtErzOEFZNPw8LCGh4et1mVYY2cIvJoL7x0jGFy8AYB7fEgQLtf/ek7T4XH9P6c6ArLBtpfX1NQU13AdIPBqLrx3DNTh4g0A+JAArTGHF7rlekgjgGywDbxKpZJmZmaS3RgP2QZe+Xw+4S1JHwIveIshjQDgHnVmuJjDC91yPWk91RGQDWNjYxoYGLBal2GN7bOd7J8eXoBH+MQQAOzxIQFa6SbwoocXmmHSeiAMNr28jDGamppKfmM8w5DG5sJ7x0AdLt4AgA8J0JrrIY0IDz28gHDFBV7GmHUhTBRFWl5e1tzcXA+3LPsIvJoL7x0jGDSuAcA9PiRYL6RzDUMa0S3m8ALCtWnTJhUKhbWQyxijKIpiw5rJyck+bGF2EXg1F947Bupw8QYAXHSiNe7SiG7Rwwu9xrktPYwx2rx581rItdH/hnm82kPg1Vx47xjBYD4aAHCPOjNc3KURaUN1BGSL7d0al5aWtLCwkOzGeITAq7nw3jGCwSc6AGCPOhOtMGk9usWQRiBsExMT1qELvbzs2QZe+Xw+4S1JHwIvBC8tvRVo8AHIgrTUmeg95vBCtxjSCIQtl8tpYmLCal0CL3v08GouvHeMYDCkEQDsUWeiE/TwQre6+cCP6gjIHtthjfPz81peXk52YzxRKpWs1iPwAjxCjymEin0fnWC/WY9grxGT1qNb9PACsHnzZutzLL287NDDq7nw3jFQh4saALBHnRkuAi90q5s5vKh7UIv9IbsKhYLGx8et1iXwskPg1Vx47xjBoAEFAPbo4YVWmLQe3XL9P6cJB2ST7bDGmZkZFYvFZDfGAwRezYX3jhEMLt4AwD0+JAgXgRfShuoIyCbbwEuSpqamktsQTxB4NRfeOwbqJH3xxsUhgCzgQwK00s3pjP0LUndDGgH4Y3BwUKOjo1brTk5OJrw12WYbdhljgrwuJfCCtxjSCADuUWdm372P3Kutb9kq80Yj80ajrzz0FavHddPDKw45R3iYtB5A1datW63Wm56etg51QkTvro2F+a4RBD4xhG8IGpAkPiQIw8zSjJ7//ufr4uJFSVIhV9CNO260eiyT1qNbrnt4UR0B2WU7rDGKIoY1bsA28Mrn8wlvSToReCF4XLwBAB8ShCCKIr30b1+qb5//th6383GSpOsuv07DhWGrx7se0sguh3bQwwvwy/DwsIaH7c4/3K2xOXp4bSzMd40gcPEGAO7xIUF2/eanflMfveejev0tr9cVm66QJD1h1xOsH8+k9ehWNz28qHsA/9j28pqamuLarolSqWS1HoEX4BkaUABgj4ak3z545IP6vX/+PT332ufqDbe8QV8//XVJ7QVecZjDC+1w/T+nCQdkm23gVSqVNDMzk+zGZBQ9vDYW5rsGahB4AYA96szs+cbpb+hn/u5ndN3l1+l9L3yfzs+f18OzD0uihxeyjeoIyLaxsTENDAxYrcuwxngEXhsL810jCPRWAAB71Jl+Oj9/Xs9///NVyBX0kZd8RBNDE/ra6a+t/b3bwKsb7HLhYdJ6APVse3kReMUj8NpYmO8aqEFvBQCwR52ZHcVyUS/6Py/SiakT+qsX/JUeve3RkrQ2nHHPpj3aNrrN+vkIvNCtbv7n1D2An2wDr5WVFc3NzSW7MRlE4LWxMN81gsAcXgBgjzrTP6/6xKv02eOf1RtueYOed93z1pZ3On8XQxrRLXp4Aai3adMm5fN5q3Xp5dWIwGtjYb5rBIHhOQBgjzrTL+/5ynv0x3f9sZ533fP0+ltev+5v1SGNT9j5hLae03XgBbQjbl8j8AKyzxijzZs3W607OTmZ8NZkj23gZRsq+obAC8GjtwIA2KPOTL/PnficXvmJV+rR2x6tv3rBX637ny2sLOjeR+6V5KaHly16eEHqrocXdQ/gL9thjUtLS1pc/P+3d+/xslx1nfe/v+59Pfvsy8nlJCH3BBJIQOUiIIwJcDQabhmGIDwiXlCizKgIOBgfiQww6ggziHjhEongg0oUh6AGfKInQHhEo4DKGAIEkhBCQk7OZZ+9z77v7vX8Ud07tburu6u7q6qrVn3er1e/eu/qqu7q7tWran17rdXr6e5MwdRqtVjr0cML8AwnUAAQHz1w/LC4vqgX/9mLNV4Z14de9CFVrKITmyd2Lv/8wD+r5oKT48ec/Bid2DyhzdpmrPsepodXFIpc+ST9nnMKB/hhfn4+diBDL6/dGNLY3diodwBIC403AEgeXxLk2+33366HVh6SJD3l+qd0XfeJ732iJOnt3/92/eIzfrHnfTNpPfKG6gjwQ6VS0dzcXKw5uhYXF3XGGWekv1MFQeDVHYEXSo/GGwDQK3ZQeftypTk/Vz/iDm2M+9Zvbm7q2LFjOyfXzetaraZKpSIzU6VS0bFj0txccHvzUq1Wd/1PefMLk9Yja3mro9HZwsJCrMBrdXVVm5ubmpiYSH+nCoDAqzsCL3iLxhsAxEejwA/X/odrde1/uLbj7c94/zP0D/f/g37uqT+nd135rr7uO+6Qxlqtpo2NjV3LxsbaTzmr1U1tb3cfTtkMx5pBWLVa3VkWFZD1s6ysJ/+jNEw1w/ka4Le4E9dLQS+v/fv3p7g3xUHg1R2BF7xF4w0Akkejs7hq9Zr+7aF/kyQ96YwnJXKfUeUh7vE3zmrOOdVqtZ1Jec0s0eN7pyBsmCCtuQztkp60nuoI8MfY2JhmZ2e1vLzcc10Cr0cQeHVH4IXSo/EGAHxJUGR3HLpDB+85qKWNJc1NzunA+Qd06f5L29a78/CdWt1alTRY4NV6uLz22mt1++3/2Nd9PP7xT9DP/uzPSsrHHF7hMC1pcYK0bv93+tu3RgtDGgE0LSwsxAq8Tpw4oe3t7cjew2UTN/CqVqsp70k+UULgLRpvAJA8viTIj4N3H9RbbnuLbvvGbW23XXbuZfrVy35VBy44sLPs8w98XpI0WZ3UJade0vfjtb71/YZdkvTv//5/+t6mqOr1eteGSKVSid1QadUtDIsbmkXdljaGNALoZmFhQd/85jd7ruec0/Hjx3XyySdnsFf5Rg+v7gi84K3mHB/OuZ2TpPDf4fUAoOz4kqBY3v+F9+uav75GdRd9onvbN27TFR+6Qte/4Hq98omvlCT92Hf9mH7su35s4MfMw+GyXq9z3FZ6PdOSCM06/fhA0hPWS/kokxgN6gE/TUxMaM+ePVpdXe257uLiIoGXFPtYQOAFeKZer++cSIVPqFpPrvJywMxbYzOr/cnyeRf9OW1vb2t7e3vXsqjhLXkrS/BLXurMtOX5eR68+2DXsKup7up61V+9SufOn7urpxfQSbNXWuuxZljBcaqiu++e3RWCmZkOHz68cxxrDrmZnZ3ddWxj/i6gPBYWFmIFXktLS6rX66UNcpro4dUdgRe8ledfabz//vt14sSJXcuWl5c1Nze3a9lw81okO7EvRu/BBx9s+7nm008/Xfv27RvNDsErea4zsdtbbntLz7Crqe7qeuttbyXwyqEyHaObQdrW1tau5c65yIbt3r17e94nVRHgp4WFBT3wwAM916vX61paWtLCwkL6O5VjBF7dlfNZAzngnOt5AYCsUOcUwx2H7oics6ubT3/j07rj0B0p7VG2CFyLq58qhukngPKanp7W5ORkrHWPHTuW8t7kH4FXd+V81vAePRUAIB3Um6N18J6DmW6H9JTts9TPHF5xGmYle/mAUonba+v48eOl/8KOwKs7hjTCSwReANCfsp8wFsXSxlKm24WddZZ05pnhJf31NJOCMnbllXsaQ9wmVK/Xdoa7NS+1Wi3yFw59G6rv03NJG3N4AeWyb98+PfTQQz3Xq9VqkdPClEXcsKs5Z2IZEXgBQEFENY4Y/oqslfWEKS/mJgc7qR90uzCz1pBhsLrnnHPOjr1utzAs6v9Oy6KWU3eOXtR70PyFx/A61DtAuczMzGh8fLxt3r8oi4uLBF49lLV3l0TgBU/Rwws+ijpYlfkbGySHhn9xHDh/sMnnB91u1KJ+iTYpzrm+QrN+wrW4jZAycS7+sar19Yuqozj0AX5bWFjQww8/3HO9xcVFnXPOORnsUf4QePVG4AUv5SnwGlUY4dvQDwCjR7g6epfuv1SXnXtZXxPXX37u5bp0/6Up7lUxmZmq1aqq1Wri990M07oFZLVaTc65tmW9/i7qsT3ubkcPX2RII1A2cQOvra0traysaGZmJoO9ype4gVcax7miIPCCl4p6MggAo0CdWSy/etmv6ooPXaG6632iW7GKrrvsugz2CmFph2ndhnbG+btT+JYHcXsiEHgBfpudnVW1WlWtVuu57uLiYikDrzivjUQPL6C06K0AAPFRZ+bDgQsO6H3Pf5+u+etruoZeFavo+hdcrwMXFHM4I6KZmcbGkj+FD/dK6ycoi7NNcP/xn1+cZQD8Zmaan5/X0aNHe667uLioM3f/qkopMKSxNwIveClPQxp9k+VrltVjFeU5RfUWoAwjCdSZxfOTT/pJnbdwnt5621v16W98uu32y8+9XNdddl2qYddzn/tcffzjH+97G+RTuFfa+Ph4YvfbDNJWVuo6ccLtCtY2Nja0trYmSTvDNeP2iqM6Avy3sLAQK/BaX1/X+vq6pqamMtir/CDw6o3AC17Ke+Mt6huICy64QPv27Yu1PY3Octq3b1+suQyAfuVlKBP6c+CCAzpwwQHdcegOHbznoJY2ljQ3OacD5x/IZM6um2++WQ899JDuv//+nuvu379fZ58d/9cZ4Y9mkDY+XtXExO7bxsfHtXfv3lj30b4sqT0EkFfz8/Ox5yVeXFzU6aefnsFe5QeBV28EXvBS3htvnbrrE2QByDPqqHy6dP+lTEqP3Mv5qRmAHKpUKpqbm9Px48d7rkvg1VmZA6/yPnNANN4AQMr/lwQAii/paoZTOKAcFhYWYq23srKizc3NdHcmZwi8eivvM4fX8j6kEQCKiDoTrSgTGMYw52sUPaAc4gZeUtDLq0ziBl5p/GJwURB4wUsEXgAQHz28AKSNagbAIMbGxmLN9ScReHVCDy/AMzTeACB5fEkAYFBRp2b08AIQR9wf9jpx4oS2t7dT3pv8qNVqsdYj8AJKisYbANArFsBoDPMFJdUR4uBLcD/EHdbonIs1wb0v6OHVW3mfObxG4w0A4qNBACBtw1Qz9PACym1iYkJ79uyJtW6ZhjUSePVW3mcOr9F4A4Dk8SVBO443QDx8VAAMI24vr6WlpdhBUNERePVW3mcOiMYbAEiENgCKh1M4oFziBl71el1LS0vp7kxOEHj1Vt5nDq8xpBEAkkedCWBQw0xaH4XqCCiX6elpTU5Oxlq3LMMaCbx6K+8zh9cIvAAgPnp4AUhb0nN4odwoE+UUt5fX4uJiKc5t4gZe1Wo15T3JLwIveKkMFRwAZI0GBoBBDdPDi0nrAUjxA69araYTJ06kuzM5UKvVYq1HDy+gpGi8AQC9YgEUD9URUD579+7V+Ph4rHXLMKyRIY29lfeZw2s03gAgPnrFtuP4ACQr6R5eAMppfn4+1noEXo8g8AI8wwkUyozwAmmhzgQwqKQPTVRHQDnFHda4ubmplZWVdHdmxAi8eivvM4fXitjgL+I+A/AD9Q+AoiHwAsppbm4u9iTsvvfyIvDqrbzPHBC9FQCgH9SZAAY1zJDGKFRHQDmZGcMaFT/sMrNSn78ReMFLDGkEgPioMwGkbZiOpNQ9AMLiDmtcX1/X+vp6ujszIvTuiqfczx7eYngOAMRHnQlgFOjhBWAQc3NzsYNwX3t5EXjFU+5nj9LjG0MAiI86E8Cgku7hRXUElFe1WtXc3FysdcseeMWd78xXBF7wEsNz4CPKK9JCDy+kjTKGYebw4vgHoFXcYY0rKyva2tpKd2dGoFarxVqPHl6Ah/J0AsVJGgBfUJ8ByAuqI6Dc4gZekp+9vBjSGE+5nz28xTfJABAfdSaAtCVdzRB4AeU2NjamvXv3xlqXwKu8yv3sUXr0VgCA+KgzAQxqmCGNABAlbi+v5eXl2EMAi4LAK55yP3t4K09DGgEg76gzAaSNSesBJC1u4OWc866XF4FXPOV+9vAWjTcAiI9eFgBGYZi6h1M4AJOTk5qeno61LoFXOZX72cNbNN4AIHl8SYBWlAnElXQPLwCQpH379sVab2lpKXZIVAQEXvGU+9mj9DiBAgC+JACQvqTn8OIUDnFwfPNf3GGN9XpdS0tL6e5MhuIGXtVqNeU9ybfEAi8ze56Z3WJm95vZmpndbWZ/bmbf07LeB8zM9bgcjLj//Wb2NjP7dzNbNrMjZvZ5M/uvZjbbYZ+mzezNZvYVM1s3s0Nm9mdm9rguz+MsM7vBzB4wsw0zu9fM3mlmHaNjM3uGmX3czI6a2aqZfdHMfsHMyl26RoghjQCQPOpMAKPAHF4AOpmentbk5GSsdX0a1hh3Ev6y9/AaS+JOzOw3Jb1B0hFJN0k6LOnRkq6S9GIz+1Hn3Icaq98k6d4Od/UKSRdI+kTL/Z8n6XZJ+yV9qnH7lKQrJL1N0o+Y2dOdc2uhbSYl/a2kZ0r6nKTflnS2pJdIep6ZPcc5d3vL41wo6bONx/mYpC9Leqqk10j6QTN7pnPuSMs2V0n6C0nrkm6UdFTSCyT9VuOxX9LhuSJFfJsDAPFRZwJIW9LVDIEXgKaFhQU99NBDPdc7fvy4nHNefIHHkMZ4hg68zOx0Sb8o6SFJ3+GcOxS67dmSbpX0FkkfkiTn3E0KQq/W+1lQEJptSvpAy83/VUEI9d+cc28ObVOVdIuk5ygIlv4otM3rFAROH5H0UudcvbHNjY3Hv8HMntBc3vD7jcf5eefc74Qe5x2SXivp1yT9TGj5nKTrJdUkPcs597nG8usaz/tqM3uZc+7DES8dUkQPLwBIHnUmgEGRqwNIS9zAa3t7WydOnNDsbOQAsUIh8IoniWd/buN+bg+HXZLknPukpGVJp8a4n1dImpb0v51zh1tuu6Bx/Zct91+TdHPj353HsOCMvBlMvSEcajnnPibpM5IukXR5aJsLFPQYu1fS77U8/pskrUh6hZnNhJZf3XjcDzfDrsZjrEt6Y+PfV3d8xhg5Gm8AwJcEw6B3HDC4YeoeqiMATTMzMxobi9eXx5dhjQRe8STx7O9S0CvrqWZ2SvgGM7tM0qykv4txP69qXL8v4rY7GtfPa7n/iqQrJdUV9KhqulDSOZK+6py7J+L+mkMmnxNa1vz7lpZeX3LOLUv6e0l7JD09Ypu/iXiM2yStSnpGY3glMkTjDQDiI7QBkDYmrQeQFjOLPXk9gVe5DD2k0Tl31Mx+SdI7JH3JzG5SMJfXhZJeqGAerZ/udh+Nie2foCCg+mTEKm+T9HxJb20Mk/yCpAkFPbJOl/RTzrl/Ca1/ceP6qx0e8q7G9UV9bnNFY5vmpPodt3HObZvZPZIuVdBD7c4O9ytJMrPPd7jpsd22QzQabwCQPL4kADCoYU7NqHvQijKBVgsLCzp8uHWgWLvNzU2trq5qz549GexVegi84klk0nrn3DvN7F5JN+iRnlqS9DVJH2gd6hjhmsb19R3u/5CZPb1x/y/SIz2rXGOb1h5k843r4x0er7l8YQTbIEc4WAIAXxIAGA16eAFIytzcnCqVSqwgaHFxsTSBV7VaTXlP8i2RuM/M3qBgcvgPKOjZNSPpyZLulvTHZva2LtvOS/ohRU9W31znPAVDBJ8g6bkKgqYzFMyP9XJJ/2xm5/ezy43rfo6yqW7jnHty1EXBL0WiTwxpBIDkUWcCGFTSPbyojgCEmZnm5+d7ryjp2LFjKe9N+mq1Wqz1yt7Da+hnb2bPkvSbkv7SOfc659zdzrlV59wXFPTG+pak1zcmhY/yIwrmxoqarL7pAwrCrhc75z7hnFtyzn3bOfdeSb8i6TQFE8s3NXtWdSrxcy3rZbkNMkDgBQDx0cMLQNqoZgCkLe48Xuvr61pfX093Z1LGkMZ4knj2z29ct8295ZxblfRPjcd5Yoftm0Mg3xt1o5nNKvg1xaPOuS9GrNJ83CeHln2lcX2Roj2mcR2eeyvRbcxsTNL5krYV9HRDhmi8AUDyyvQlQZmeK5CFpE/N+IgCaDU/Px/7+F30yesJvOJJ4tk3f4Hw1A63N5dvtt5gZk+T9J0KJqv/VIftJxrXc2Y2EXF71P1/XdJ9ki7qMNTxysZ1+Jcdm8HZFY1ffwzv56ykZ0pak/SPoZua2/9gxGNcpqDn2medcxsRtyMHaNAAAL1iAYzGMHUP1RGAVtVqVXNzc71XFIFXWSTx7D/TuL7GzM4M32BmVyoIitYlfTZi2+Zk9e/rdOfOuSMKfuFwTNJ1Lfc/JemNjX8PhrZxkt7T+Pdt4QDLzK6S9L2SviTp06Ftvi7pFknnSfovLbvxZgXzkv2Rc24ltPwjkg5LepmZPaVlv/574993d3puSA+NNwCIj16xANJGNQMgC3GHNa6srGhrayvdnUkRgVc8SfxK40cU/Eri90m608w+Kunbkh6nYLijSbq2EVztMLM5SS9V0DPrgz0e4+cl3SzpjWb2/QrCs2kFPbXOVfBrkL/Zss07Go9/taTbzeygpHMkvUTSqqRXOudaS8l/btz3u8zsgIKg7WmSnq1gKOOvhFd2zi2Z2asar8GnzOzDko5KeqGkixvLb+zx3JACGm8oM8o/0sKXBAAGFXVooocXgKTFnbheCnp5nXpqp4Fq+VWv11WpVOSc26lHzaytTjWz0p+7DR33NUKj50p6rYJeUy+S9HpJT5f0cUk/4Jz77YhNX66g11S3yeqbj/F3kr5b0ockPUrSz0r6cUkrkn5D0ne3BmqNYYTfJ+ktkhYa+/f9km5qrH97xON8XdJTFEyS/7TG87hQ0rskfU/rYzS2uUnBHGO3SXqxpJ+TtCXpdZJe5mh5jkQRe3hRVACMinNOZqZKpbJzHb40l5VJ8zVpvbS+NgBGI0encBiRqDq69cL5dfmMj49r7969sdYt6rDGer2uer2+q3xHlXXOU5Lp4SXn3JakdzYucbd5t/oY7teYsP4Vfe7XmoJfb3xTr3VD23xT0k/0+Th/ryD0Q8HkKfACgFEKf0sYddLUDIDKolNDicYTMBh6eCFpccpPmY5beMTCwoJOnDjRc73l5WXVajVVq9UM9io5DGeMj1cAXipiDy8AGBXqTABpIysGkJW483g553T8+PF0dyYFcQOvogV5aSDwgpf4Bh4A4qPORNooY0ga+TuATiYnJzU9PR1r3SIOa6zVarHWo4cXgRdKjt4KABAfdSaAQQ0zpDEK1RGAbuL28jp+/HjsHlN5wZDG+HgF4CWG58BHlFekhd43ANI2TDXD8Q9Av+IGXvV6XcvLy+nuTMIIvOLjFYCXKpWKqtWqqtXqzi+MNU+WnHORv2wBAOiORieAJDFpPYC07NmzRxMTE7HWPXbsWMp7kywCr/h4BeClWq22c2kGW82TqtaflU8bDUQAeUf4DyBtSVcznF4B6KWfYY1FOhci8IqPVwAAAMRCgI9WlAnENcwcXpQzAIPYt29frPW2t7d14sSJlPcmOQRe8fEKAABQcjQ6ARQN1RHiKFKvHSRvZmZGY2NjsdYt0q81EnjFxysAAEDJ0SAAkDaGNALImpnFHtboY+BVrVZT3pP8I/ACAACx0MMLwKCGGdIIAIOKG3htbm5qdXU13Z1JSK1Wi7UePbwIvAAAKD0anQDSNkw1w680AhjU7Oxs7OCnKL28GNIYH68AAACIhR5eAJI0TNhOdQQgjkqlovn5+VjrEnj5h1cAAICSo4fX4HjtgHjo4QVgVOIOa1xbW9PGxka6O5MAAq/4eAUAACg5fqURQNqGmcOLugetKBPox/z8fOwyU4ReXgRe8fEKAACAWGhgAMgLqiMAcVWrVc3OzsZa99ixYynvzfAIvOLjFUCpMRQFAKgLAaQv6WqGwAtAP+IOa1xZWdHW1la6OzOkuIFXtVpNeU/yj8ALAADEQg8vAIMiVwcwSnEDLyn/wxprtVqs9ejhReAFAEDp0cOrHeEekL5h5vDiIwqgH+Pj45qZmYm1bt4DL4Y0xscrAAAAYiEEAjCoYSatj0J1BKBf+/bti7Xe8vJy7F5Uo0DgFR+vAAAAJccvpWEYzjnV63XVarVdl3q9Tu9B7BimKFD3AEhC3GGNzjkdP3483Z0Zwvb2tjY2NrSysqLFxUVtbm5GrkfgJY2NegcAAMBoEUoMrhn2OOd2Xsfm31H/D7Msj9stLi7qwQcf3PWaTE5OamNjY9eyffv26ejRozKztkulUolc3nq7pK7r9rqfQdZBuujhBSBLk5OTmp6e1traWs91FxcXddJJJ2WwV7s557S1taXNzc2dS+v/d955565tzjjjDE1MTLTdF4EXgRc8xUkqgDQMGgrkfZuvfe1rWltb29X4NLO2LvPb29uanp4e+HVLU9KPsbi4qAceeKDjYzT/np+f19GjRxN97KKLGmrRDAaHYWaZh7NJB2jDrNPPfeVR0j28ONUDMIiFhYVYgdfx48dVr9cTr1Odc9rY2ND29rZWV1cjg61uoo6lUb8qyRc3AQIvAEBPeQ1qst4XX62vr7edYEWFC9vb27n/qe6kNIfkhTnnOHksmSJ/9rMM4+Kss7ZW1eZm0HBsLmt+zgZpmPFRBDCIhYWFtp7JUer1upaXlzU/Pz/Q4zjntL6+rvX1da2tre1cb2xsyDmnmZkZrays9H2/cQOvvH75kTUCLwDoQ2tY0i1IGea2qOUPPvigDh06tGtfJLXNk7O5uamlpaXI+2hd1uv/qIbeKHpZAHlA2BUP9UM+DNujLmn33DOjjY3dn6FvfetbHSeGbg3BxsfHd/0/N7euZofTcLCWp/+TuC8AydqzZ48mJiZ69qSSgt7evQKver2ujY2NXaHW+vr6TrDVbbtBRN3n9vZ22zICrwCBF4DYBg1N0to2rbApbvCTtYcffljHjh3btaxSqbQdMKempiLH8SclD68FksV7Gg9hb7vWhrlzri2Ed87l+teukE/hY29U+VlfXyvF59HMND4+rlqttqsnXfPvTtdprQP4YGFhYdeXyJ0sLi7qnHPOkVkwzUNrj63mZRDDHBenpqZ2zR/a7Cnb7DWbty88RonAC6Vx4sSJtg//sWPH2ibWTfrkaXFxse1XPpqVUvjx9uzZo+3t7UwDo363zYOogAfZotFfXvQ4QKuoY4Rzu4d+0lCGNNwcXlHKUh01G7PNXz8dtVEHbs1rzkMwjG6BV71e1+bmpjY2NrSxsbFT5lrbjMMatD3TDN7CarWanHOqVCo7x9upqamh99EHBF4ojYcffritcpiYmEi9MnjggQfaAq/WxoAUnECsrq6mui8+4ARnN14PpKVZT4XD77LrFO5gt2ZPlLAkXide62Lj7Rtcnsp+uEfJKB05ckSHDh3aFYrVajWNje1u3h49erStd3xcra97Ul/4pfV+pllOBrnvOK/XqPbZOae77rqrLUR2zunQoUM67bTTdpbV63Wdfvrpie9fkgG2c07b29tt5R8EXgAAlF7USWHUiX7Ze3hF9TAt+2sS9fzTbMyV/fXGIygKkHYHcM1eLmFxfvUuLnq49yfPozLMTHv37m3rlGBmbaHRiRMnUtmH5pDEpHpAE3hFo385MAKcsA+uzCcaUb96Va1W25YBSAefr3ZxA68k6m5e/2KLKgKdykr4ktcGc5aar1O9Xtf29rY2NzcjJ6kuO+oI9GN2djZyees8uFtbWwPP09VNc16wpFAnRCMCBEaAb4ji2dzc1JEjR3aFOc1vQcLLxsfHtXfv3hHvbTZay03Ut5lZ7wP8RG8axBU1X1d4jh3qDPQjasqH6PX8LFfLy8s6cuTIzsTTzV4grQ3jffv2pTLMqsg4ZuVL3uv+mZmZyDZZa+A1OTmZ2vx5w7xG1WpV4+PjGh8f19jYGL27OuBVgZe2trZUq9XaJrts7Q2ThbiPlfeDwihsb29rcXFx17KoA9P09HRpAq88ILAth6j3uOyNiajn3ymIb67ba1nRtzt+/Ljm5uZ6vnbz8/O64IILdv2KY7dL1DrNBn+3deLeV9x1gKzVajWtra3tWhZV9+RhAvu8YTJ79KNSqWjv3r1aXl7etXx8fFzT09OanZ3V7Oxsqr983qmHV6VS0cTERNtlfHxc9Xpd4+Pj/BhMTARe8FK1WlW1Wt35v3niOqqTg6i5cFqVvSEZJe5JC68dstRPKND6f1rbDHu/9XpdW1tbu9Zp/h32+Mc/PtETvyw+u4M+xpEjRyKHO7S+PieffLLOO++8YXax0Pp5fZsn5+Hjc94lHaD1u86g91UURdrXrEQ1YtMaJuyzNI4vvOb+qVQquueee2Rmmp6e1p49ezQ7O6u1tTWtra3t/JLjnj17dO655yb6uFNTU5qZmdkJ1cKXbsfJ9fV1wq4+EHjBS3EPSKOqLOghEw+BV36EG/jhz82og5pRbOOjycnJWPVhs+t8GbR+cYLhFPWYV9TPfhZhXL/rTExMqlnNNJc1J7XuVT6K+B4MKu65KXObtQufX7deA1FmZma0f/9+TU9P73z2pqamEpuzqxlsTU9Pa2pqaufviYmJ1Os1yn6AwAteinsSMKoTqDKduA0jj8Flr4AkzdsqlUrHYbnhZY961KN02mmnJRoIAUAU6od8ymPdffiw1NrRPqr3fTioaP594YUXtn1ZeMklNVWrrm39ov/fPM6Hn2u9Xm871yHwapfnXwUsoyJ8wV+tVjUzM7NrWaVS0fj4+E7P9zhag63m9eTkZNK7jD4ReMFLeQ+8iqrfXjLDrjsxMaGVlZWuPW3MTAsLCzrnnHMyCaJGqVarxSrbc3Nzmp+fz2CPUDaj/gwgf+KWibw3ejAaUeUi6pgb1eNyzx7Jx06Yq6urmp6elrQ7/AvPYVev1zU1NaWLL754V0+6cI+61mVJrZNnHKOQlKmpqcjAq1KptIVazR5byCcCL3gp6oA8MzPTNhTn5JNPjt07aNCD6NraWltI0ZxUM3xSd8opp+jkk0/e+T+LQKnfbbN29OhRbW5u9lzvpJNO0qmnnprBHgEABpH3hjLyrUxBRuu0Ac3r1vPViYmJtp4pWcgiVCt68Ibim5qa0vb2tiYnJzUxMaFTTjkl8XlMkQ0CL3gpqhfM/v3725Y1u8inqflNQC9nnnmmTjnllFT3pWjoqQdkg8bD4Mr+2lH/Iq6Sf1Riizt34KiG7uVlsuxDhw7pvvvua+v91lon79+/X2effXYij5l2fZfW/Y/qfsNf7id938MI3/fy8nLHX3oPt8v27t1L2FVQBF7wTtzGRx7nt8BueZzDCygz6ky0YkgjRsXX6ijuOc2ofnk8T5rn8t1es+av3gEoJ1qJ8A69gvzRT3gJAMgvAi9EoVy041caAXRDu6c/BF7wDr2C/EHgBQD5Rv2LuIbJtspUzvoZgUDoBQDd0eKHd+Ie/Am88o/eekA26GWBQTGkEaPi86E/7/N4AUBR0OKHdwhJ/EFvPSBfqDcxKAIvRKFcRGMeLwBIBq1EeIeQxB8MaQQwKtQr8fA6IS6yrfiYxwsAkkGLH96hh5c/CLyAbNDLAoNiSCOyEFXOfD70M6QRAJJB4AXv0MPLH4SXAOAHAi8gPoY0AkAyaPHDO0xa7w/CSyBfCJfRijKBOMg7+8OQRgBIBq1EeIdeQf5gSCMA5BtDGjGoYcqE74d9hjQCQDIIvOAdegX5g8ALyAZhBNJGGcOgyniMZ0gjACSDFj+8Qw8vf/BeDoaGJdLCZw2tKBOIg8NSfxjSCADJIPCCd+jh5Q/eSwDIN4Y0YlAMaeyMwAsAkkErEd4p6qT1NAbaMaQRAPzAMQ6IL+4cXgxpBIDu8tXiBxLAMDh/EHgB2SCMwKCofxHHMFVMVBnzvdjRwwsAkjE26h0AksYwOH8QXgL5wmcNrRjSCCSPwCueOK8TdQ+SQDkqLgIveKeoQxrRjvASAPxAYwGtKBOdxR3SWPbAq+zPH+iGOjZAKxHeYRicP3gvdyvL8wRQHNRLiIMhjf2J+0Uec3gBQHcEXvAOPbz8QeAFpI9vAJEVyhoQD0MaASAZtPjhHeZ98gfvJZAffM7QCfN4AcliSCMAJIPAC97J27xPNBIHl7f3EgDQjuMcekk66/S9yDGksTfqHQBxMGk9vDM2NqbJyUk553Yu9Xpd9Xq97W/kG0MaAcAfHHeBeBjSCGSjiG2IIu7zKBF4wTubm5va2NiIvM3MVK1Wdy7INwIvIH2EEBgWQxrRC299fwi8ACAZjAMCkFvM4QXkB58zdELZwCCGCUB9L3Jxv5Qt85BGAIiDwAtAbtHDC0De0WspPl4rDKKMx3gzi/286eUFAJ0ReAHIpX7CrjKeDANJIYTAsBjSiF546/vHsEYAGB6BF4BconcXABQD9TCyVoYiR+AFAMMj8AKQS8zfBeQLnzUMix5eCKM8dMc8XgAwPAIvALlEDy8AKAaGNKKXYd76sh7n6eEFAMMj8AKQS3EbRnFPCAFEI4TAsMoaSGB0ylDkCLwAYHi0FAHkEj28gHwp22etbM83C4SrCKM8dBd3SCOBFwB0RuAFIJeYwwsAioEhjeiFIY39i9vDizm8AKAzAi+UFife+UYPLwAoBuphZK0MRY4hjQAwPAIvALnEHF5ANgj/kRXKGhAfQxoBYHi0FAHkEj28gHzhs4ZOGNKIXnjr+8eQRgAYHoEXgFxiDi8AKAbqYWStDEWOIY0AMDwCLwC5RA8vIBv0ukFWKGtAfAxpBIDhEXgByCXm8BocjUoAWWJII3rhre8fQxqTQb2DJBSxHBVxn9NASxFALtHDC8gXPmvohLKBQQzTGCtDkWNIIwAMj8AL3inqiTcp/G7M4QUAfuE4h0GU9ThP4AUAwyPwApBL9PACskEIgWExpBG9JP3Wl+HQH3cOL4Y0AkBnBF4Acok5vIB8IVxGJ5QNDIIAtDt6eAHA8GgpAsglengBQDHQwwtpKutxnsCru7KWCySriOWoiPs8SgReAHKJObzalem5AvAPgVd5MaSxf3GHNJY18AKAOAi8AOQSPbyAbBBCYFjUw0Dy4vbwYg4vAOiMwAtIGQ2BwTCHF5Av1GXohCGNGATloTuGNALA8GgpAsglengBgF8IOMprmLc+6jhfhkN/3MDLOcdnCwA6IPACkEvM4QVkg4YShkU9DKSDebwAYDgEXgByiR5eAFAMDGlEL7z1g2EeLwAYDoEXgFxiDi8gXwiXoxHixMdrhaSUpTpiHi8AGA4tRQC5RA8vACgG6mEgHQxpBIDhEHgByCXm8AKyQa8bDIshjeiFt34wDGkEgOEQeAHIJXp4AfnCZw3DIvBC2DDloSzVEUMaAWA4BF4Acok5vACgGAhDkaYyly8CLwAYztiodwAAotDDC8AoTUxMaGFhoed6MzMz6e9MzjGkEb3w1g8m7hxeDGkEyoX2T3wEXgByiTm8gGwQQkSbmZnRhRdeOOrd8AplDUkpy6GfHl4AonA8jY+xQAByiSGNQL4QLqMTygYGQYOtNwIvABgOLUUAucSQRgAoBoY0opdh3voyH+cZ0ggAw2FII4BcIvACskEIgaxQ1pCUshz66eHVXZzXh3oHZUXZDxB4obSoBPKNObyAfOGzhk4oGxgE52G9EXh1V9bnjexRXxUXQxoB5BJzeAFAMTCkEb0wpHEwcYc0EvwAQDRaigByiSGNAOAXAi8kpSyH/rhf6jGHFwBEI/ACkEsEXoOjUYl+UF4wLOphIB0MaQSA4RB4Acgl5vAC8oXPGjphSCN6SfqtL0t1ROAFAMMh8AJygobAbszhBQB+4TgH9CfuHF5lHNLIlzBIQhHLURH3eZRoKQLIJYY0AkAxUA8D6aCHFwAMh8AL3uHEu/gIu4Ds0OsGw2JII3phSONgCLwAYDgEXgByh8ALyB8+bxgWgRfCONb3xpBGABgOgReA3GHC+mhle74AioG6CUhH3B5ezjkCZQCIQOAFIHeYsB7IDo0kDIshjeiFIY2DY1gjAAyO1iKQMr757h/DHID84fOGYRF4IYzyEA+BFwAMjsALQO4QeAFAcVAXI01lL1/M4wUAgyPwApA7zOEFAMXBkEb0wpDGwdHDCwAGR+AFIHeYwwvIDiEEskJZA/pH4AUAg6O1CCB3GNII5A+fN3RC2UAvUYd1AtB44g5pJPACgHYEXgByh8ALAIqDIY1IU1T5KtPhP24PL+bwAoB2BF4Acoc5vIDsEEIgK5Q1oH8MaQSAwRF4Acgd5vACgOLgywf0QtY5OIY0AsDgaC0CyB2GNAL5w+cNnTCkEVkrU3XEkEYAGByBF4DcIfACAP8QeAH9Y0gjAAyOwAtA7jCHF5AdQggMi7oYvVDNDI7ACwAGNzbqHQCSVqvVVKvVZGY7F0m7rsPLkT/M4QXkD3UmOmFIIwYxTHkoU3UUdw4vhjRGo95BEopYjoq4z2kg8IJ3qtVq5MlB80Pfeo38YUgjAPiH4y4GUfZjPT28AGBwdI+AdwhLio/3EACKg7oYvZB1Do7ACwAGR+AF7xCWFB9zeAHZodcNhsWQRmStTId/hjQCwOAIvOAdAq/iYw4vIH+oMzEsAi+Ecb4WDz28AGBwtBbhHU6oi4+TYAAoDupi9MKp2eAIvKJR7yAJlCP/EXihtKjg8oshjcMh9EU/KC8YFkMakbUyHf7jDmksW+AFlBXtn/4QeME79A4qPt5DAPAPgRfCKA/xxO3hxRxeANCOwAveISwpPubwAvKHOhOdUDbQyzDZVlT5KlORY0gjAAyO1iK8U9TAi286H1HU9xAAyoghjUB6CLwAYHAEXvAOYUnxMYcXkB1CCGSFsgb0z8wIvQBgQAReAHKH0BLIHz5v6ISygV6SzjrLVuSYxwsABkPgBe8QlhQfc3gBQHEwpBFIFz28AGAwtBbhHQKv4uM9jFa25wvAP4ReQP8IvABgMARe8A5hSfExhxeQHQIIJIH6GN1EVTPD1D1lK27VajXWegxpBNDE+V2AwAveyVvgRSOgf3l7DwHweUMyOAFHv6h76OEFoH/UnQECL3iHk+niYw4vACgW5vEC0kPgBQCDobWI0iL1zi96eAHZIYBAEqiP0Q2/0jgchjQCwGAIvOAdwpLiYw4vAPATASuaKAvx0cMLAAZD4AXvEHgVH+8hkD983tANQxrRzTBvO3UPgRcADIrAC94hLCk+5vACgGLhmIosla24xR3SSOAFALvRWoR3CLyKj/cQyA49bpAlyhvQv7hf8DGHF5AOjl3FReAF71AhFR9zeAH5w+cN3TCkEd1Eve18uRUfQxoHR52DsqLsBwi8UFqcQOUXJ8EAUCzUx8hS2YobgRcADIbAC14hKPEDc3gBgJ/4xhnoX9w5vBjSCAC70VqEVwi8/MD7CGSHAAJJYEgjuuFtHw49vABgMARe8Aon0sVH2AXkE585dEP5QJbKVtwIvABgMAReKCVOzPOLCesBwF98MQX0jyGNQDpoT/iPwAteoXdQ8TF/F5AtAggkIXxcbZYpM9tZ3vyb8lZOvO3DoYdXO87lUVaU/f6MjXoHgCQReBUf7yEAFE+4Tm7+Ha7PCbrQapjjfdlOAQi8AGAwdJGAVwhLio/3EMhW8zPnnOsaUPCZQxIIvoD+MaQRAAZDDy94hbCk+JjDC8hWeMhZ1HIgDn6lEd1Eve2Uhfjo4QUAgyHwglc4eSo+5vDqLs7z5nOAflBekAQCUmSpbMWtdQ4859yuZeEvLur1emnPkQCgFYEXSokT8/wKn8S1Lgv/X9aTOb69xahQbyIJBKzoF3VPoFKpqFar7TonCgdgzWsCLwB4BIEXvJLXIY2tJx5R+0kjINCcR6j19eD1AYD8YkgjuuFtH161WlWtVuv5WavVahobo4kHABKBFzyT18CLXjnxMYcXABQPdTKyVMbixjxeANA/+rvCK3kNvBAfc3gB2aLHDbJEeUMTZaE/BF4A0D9ajPAKJ0/FR2gJ5BOfOXTDkEZ0M8zbHlW2ylgdVavVWOsReAHAIwi8UEo03PKLwKuzMj5nAMVA/QSkK24Pr1qtlvKeAEBxEHjBK4QlxcccXkC26HGDLFHegMEwpBEA+kfgBa8QeBUfc3gB+US9iW4Y0ohukn7by1gdEXgBQP9oMcIrBF7Fx3sIAMVDnQykK+4cXgxpBIBHEHjBK3kMS2gE9CeP7yEAIBn08Con3vbh0cMLAPpH4AWvcCJdfMzhBWSLehNJYEgj+jVMWSjjKQCBFwD0j8ALpURYkl/M4QXkE/UmuqF8IC2UrQBDGoHR4cua4qLFCK8wHK74eA8BwF80GsqJt3149PAaDHUOyoqyHyDwglcIS4qP9xDIFidESAJDGpGlMp4CEHgBQP8IvOAVwpLiYw4vACge6mT0i/CzP3GHNBJ4AcAjxka9A0CSCLyKjzm8gHyi3kQ39PBCN8O87dQ9gbjnPczhhVFKq45P637r9XrbZ8bM2h6vVqv19dlKen/D91ev17W9vd22ztgY0U4UXhV4Japy2djY0Obm5q5lExMTWlxcHPg++7G4uKilpaW2+2w9gZuentbk5ORQjxVX1g2Ofh7vyJEjsd6bmZmZtpO/LJ5XVq9d1OM8/PDDOnLkSM9tzUwTExN933+SfH8vivgYnR7ngQce0NGjR3ctW1hY0NTUVCb7BH8tLy/r+PHju5Ztbm5qZWVl5/9+vqga5HOS5meryPVo1vv+9a9P6Nix3c2OQ4cOaXV1ted91Wo1zczM7LrvsbENHT6cTrCT1/d1dXVV99xzT8/1pqam2s57k5KnMGNpaUn333//rmWt9YRzTrOzs1peXh56H5v3n1YPuiJ/3otsY2NDd999d8/1xsfHI0OmUajX67rrrrt2LTMzPfaxjx3RHuUbgRe8t7S0pMOHD+9atrKyktrJQKuHH3647fGjTtw3Nze1traWyT7l2YMPPtgWeHVq6IQbTWVw9OhRHTp0aNeyqNdma2srtZObSqXCcAnPHD58uC2UmJ6eJvBCX6J64WxsbLQ1NKempnoG8p3un0Zbca2v17W+vrvZEfWFZJSNjY224Xzr6+taW8tH4zMr29vb2tra6rmemWV2jjtKUT1uouqJqB48g6Ie8k8Re5AWcZ9HiTFB8ApDGouPMAXIJ+pNdMOQRnTD2z48Jq0HgP4lFniZ2fPM7BYzu9/M1szsbjP7czP7npb1PmBmrsflYMs298bY5rqIfZo2szeb2VfMbN3MDpnZn5nZ47o8j7PM7AYze8DMNhqP/U4z29dlm2eY2cfN7KiZrZrZF83sF8ws3uySSAyBV/HxHgKAvwi80K+o471Z+cpR3PMeAi8AeEQiQxrN7DclvUHSEUk3STos6dGSrpL0YjP7Uefchxqr3yTp3g539QpJF0j6RMvyd0paiHpoSb8sabx1GzOblPS3kp4p6XOSflvS2ZJeIul5ZvYc59ztLdtcKOmzkvZL+pikL0t6qqTXSPpBM3umc+5IyzZXSfoLSeuSbpR0VNILJP1W47Ff0uG5IgWEJeXBpPVAMgggkASOq0C64pz3mBmfxRDnHMc49NRaRor4GaKcdzZ04GVmp0v6RUkPSfoO59yh0G3PlnSrpLdI+pAkOeduUhB6td7PgoLQbFPSB8K3Oefe2eGxf0BB2PUvzrnPtdz8OgWB00ckvdQ5V29sc2Pj8W8wsyc0lzf8voKw6+edc78Tepx3SHqtpF+T9DOh5XOSrpdUk/Ss5j40epvdKulqM3uZc+7DUfuPdDTneWh+8CuVyq6KK+uDX9QE9VHzIPGNXMA5p0qlsvMeNV+78HtWxANRUuKUpTRxQPWPme36zDWX0XBCv6LqJ8oQOok6nkQd8znuBCqVis4888ydz1W1Wt2pv5uXMn3ezExjY2Nyzqler++Uk+b/TZxfo5fWz00R52or02e/X0l0kTi3cT+3h8MuSXLOfVLSsqRTY9zPKyRNS/rfzrnDvVZuuKZx/d7wQgve8WYw9YZwqOWc+5ikz0i6RNLloW0ukHSFgt5nv9fyOG+StCLpFWY2E1p+tYLn9uFw4OacW5f0xsa/r475XJAA59zOJJb1en3n0gy5wiFYVpqVZq8LPZYC4ROX1pOY8Dplrdhby01r+S7aARqjF1WOmv+H69GyfuYQT9xj3aB1FOWv2JyLGpbYviyqjPDeP2Jubk579+7VzMyMpqamNDk5qfHx8Z3wq2y2t7dVq9XavrCpVqs7lzK+LgAekUQL+y4FvbKeamanhG8ws8skzUr6uxj386rG9fviPKiZnaZg6OAJSX/ScvOFks6R9FXnXNTv9zaHPz4ntKz59y0tvb7knFuW9PeS9kh6esQ2fxPxGLdJWpX0jMbwSmSAxn7xMSwVAPzFcRpNw5QFTgHAD2UAiGPoIY3OuaNm9kuS3iHpS2Z2k4K5vC6U9EIF82j9dLf7aExs/wQFAdUnYz70KxUMZ/xAI5AKu7hx/dUO297VuL6oz22uaGzTnFS/4zbOuW0zu0fSpQrmJbuzw/1Kkszs8x1uemy37QDfEHgB2aIxgCRQJ6ObqGqGugfDIPACEEcik9Y7595pZvdKukGP9NSSpK8pCKQORW74iObQxOvjPF5jyOJPNf6N6hE237g+3uEumssXRrANUsRBrTxoXAHZ4jMHYFDDnJ5F/0rjEDsDLxB4FUea5w/D3nfU3HdRc5g2h8gOI6nXwTnHcN0+JPUrjW+Q9OuS3iXpdyV9W0HPpN+Q9Mdm9l3OuTd02HZe0g8pYrL6Lr5PQa+pL0RMVh9rlxvX/dSAqW7jnHty5B0EPb+e1MdjosXExIRmZ2d3LVtYWNDCwsJQ9xu3ktnc3NTGxkbbtq0H4Pn5ee3bt2+ox0rCqB/r2LFjmpzsPQr4lFNO0fT09MCPk4a0H6dSqWhra6vneieffLJOO+20gR6j13MYdv40X94Lnx6jVqtpz549u5bF/WwB3czOzmpiYmLXspNPPllnn312z23TLvt5boCN8v7Tuu+NjYqWltobkGtraz23PfPMM9vqqIsvrqv1NK7Ir3uR739U5XF1dVXj4+M972N6elqXXHJJrPsclG+vbZlsbGxobKx3JDI5OanHP/7xGexRb805qxFPEr/S+CxJvynpo86514Vu+oKZvUjBcL/Xm9l7nHN3R9zFjyiYG+vDA0xW32m+r2bPqvkOt8+1rJflNkhR1Lc48/Pzmp/f/RadddZZAwcC/Zqammo74Y/yqEc9SmeccUYGe5RvJ06c0Pr6es/1zj333NI1yicnJ2P92tCpp56qs846K4M9gg9OnDgR61tLTo7RTVT5mJiYaDv+zc/PD/2FE4pnelra3Ny9bGJiIlajbXp6WlNTU7uWzcxILRkYSmZiYiJWUFGtVmOtB8BPSUxa//zGddvcW865VUn/1HicJ3bYvjkE8r0dbt/FzPZLukrRk9U3faVxfVGH2x/TuA7PvZXoNmY2Jul8SduSooI+jBANt/xiDi8AAPzCqDIkjSGNAOJIIvBqjj06tcPtzeWbrTeY2dMkfaeCyeo/FfPxfkLBZPV/GjFZfdPXJd0n6SIzOz/i9isb17eGljUDuyvMbNfrYmazkp4paU3SP4Zuam7/gxGPcZmCnmufdc5tRNyOFHBQKz4CLwDwF8fpckr6becUAHHPA+P0jAfgryQCr880rq8xszPDN5jZlQqConVJn43YttfQxF1aJqvv2CPMBWdT72n8+7ZwgGVmV0n6XklfkvTp0DZfl3SLpPMk/ZeWu3yzpBlJf+ScWwkt/4ikw5JeZmZPCT3GlKT/3vj33XGeG7JFWJJfBF5AtvjMIQmUD/RrmLqH4oZKJV4zlpAdKLckBjR/RNLfKZhI/k4z+6iCSesfp2C4o0m61jl3JLyRmc1JeqmCnl8fjPlYz5H0aAWT1X++x7rvaDz+1ZJuN7ODks6R9BJJq5Je6Zxrjfz/s4Jg7l1mdkDSnZKeJunZCoYy/kp4Zefckpm9qvEafMrMPizpqKQXSrq4sfzGmM8NCeCgVnw0vgEA8EvUoX2YczZOAcCQRgBxDN3DqxEaPVfSaxX0mnqRpNdLerqkj0v6Aefcb0ds+nIFvab+d4KT1Yf3a0NBCPcWSQuN/ft+STdJ+m7n3O0R23xd0lMU/Frk0xrP40IFvz75Pa2hXWObmyRdLuk2SS+W9HOStiS9TtLLHLVsLuUxLKGoBAi8OivjcwZQDDQ+0c0wbzvHPkRhSCOAOBL5yQrn3JakdzYucbd5t/oc7uece6mCXmFx11+T9KbGJe4231QwT1g/+/X3CkI/jBgn0sVH4AVki88cgLTRwwtJI2QHuqPsB5KYwwsoHBpu+UXjGwD8xQk4+sUcXohiZoReyAxlqLgIvADkCoEXkC1O4pAE6mR0QzWDNBB4AeiFwAteISwptn5OSHgPgWzxmQMwqKTzBqojSMzjBaA3Ai8AuUFgCQB+o6cFmoY55nMaAIkeXgB6I/CCV/IYmBDOxJfH9w/wHQ0BJIF6Gd0waT3SUKnEa8pynAPKi8ALQG4QeAH5xecOwKCGyRuoe9AJPbwwrCLWL0Xc51Ei8IJXCEyKjfcPAIqJhie6oYcX0sAcXgB6IfACkBsEXkD2CCAA5BlzeKEThjQC6IXAC14hMCk23j8gv/jcIQk0PMuJX2lEGuhZCqAXAi8AuUHgBQDFRL2MbpIe0ghIDGkE0BuBF7xCYFJsvH9A9mh0Akhb0pPWcxoAiR5eAHoj8AKQGwReQH7xuUMSaHiiiUnrMSzm8ALQC4EXvEJgUmy8fwBQTNTL6CbpHl6ARA8vAL0ReAHIDQIvIHs0BACkLek5vDgNgMQcXgB6I/CCVwhMio33D8gvPndIAgEr+sUcXuiEIY0AeiHwApAbBF4AUEzUy+iE3l1IC0MaAfRC4AWvEJgUG+8fkD0aAgDSxPxdSAtDGgH0QuAFIDcIvID84nOHbuhpgU6G6eHFcEZ0w5BGAL0QeMErBCbFxvuXDE7sAAB5xpBGJIGgHUAvBF4AcoPAC8geDQFkifJWPgxpRFoY0gigFwIveIXApNh4/4D84nOHbigf6CTpjJOihiZ6eAHohcALQG7EPSGJO2cDAAAYLQIvpIU5vJAVylBx0WqEV+ghVGy8f0D2OIlDlihvkJjDC8mghxeAXgi8gJzgYEzgBeQZnzt0Q/lAJ8zhhbQwhxeAXgi84BVCo2Ij8OqurM8bAFBcUYf2YY73HArRxJBGAL0QeKGUCA7yicALyB4NASSBoUXoB0MakQTqHQC9EHjBKxzQio3AC8gvPncABpH0kEaqIjQxpBHojrYxgRdKioZbPhF4AYDfOPkuH95ypIUeXhgWbQr/EXjBKxzQio3AC8ge9SaSQL2MTpKuYihqaGIOLwC9EHihlDgxzycCLyC/+NwBSAqT1iMJ9PAC0AuBF7ySxwMajcT4CLwAwG95PE4jXbzlSAtzeAHohcALpURgkk8EXkD2CCCQBOpldBJVxdDDC0lgSCPKimNufARe8AoHtGIj8ALyi88dgEEME3hFoSpCE0MaAfRC4IVSouGWTwReAFBMNDyRBnp4oRuGNALohcALXuFEutgIvIDsUW8CSBNVDNJC0A6gFwIvlBKBST4ReAH5xecOSaDhWT5Jv+VURWhiDi8AvRB4wSsc0IqNwAsAiol6Gf1g0nokgR5eAHoh8EIpcWKeTwReQPZoCABIE5PWIy3M4QWgFwIveIWGW7EReAH5xecOSeA4XT7DvOXUO+iGIY0AeiHwQilxApVPBF4AUEzUy+iEHl5IC0MaAfRC4AUgNwi8gOzREACQV8zhhV4IvQB0Q+AFbxCWFB/vIZBffO6QBBqd5cNbjjQxjxeAbsZGvQMA0ETgBQDFRL3sp8898Dn95Vf+Up+57zO68+E7dXTtqGYmZvSkM56kVz/l1br6kqt73kfSgRdFDWGVSiVWmEXYDpQTgRe8QVhSfLyHyeCkDnFRVgB08ppPvEbv+qd37fw/VhnTnvE9Wlxf1K333Kpb77lVr37Kq/X7z/v9vu97mOM9pwAIY0gjskD5KS6GNALIDQIvIJ/4zKEXGp3++Yf7/0GXnHqJfuPAb+hff/pftfHGDR2/9rju+4X79PyLni9Jevfn3q2PffljXe+HSeuRJoY0AuiGHl7wBifRxUfgBQBAPrz9+9+uy8+7vG352fNn68arb9Q5v3WOjqwd0Z/++5/qqsde1fF+hjk943iPXgjbAXRDDy+UDidP+UXgBWSLBgCyRpkrjqiwq2nP+B497tTHSZK+feLbXe+HHl5IU6USrzlL3QOUE4EXvMGBrPgIvIB84jOHXigj5eKc072L90qSzpw7M7XHYQ4v9EIPL6Azyj2BF0qIk/L8IvACACD/PvaVj+n+pfslSVdd3Hk4o5T8rzQCYczhhWHQpvAfgRe8UfQEu+j7nwQCr+7K+ryRHuodZI0yV3zfPP5NXfNX10iSnnzGk/WfHvefuq6f9FvOoRBhDGkE0A2BF0qH0CC/4n77xnsIZIvPHHqhjJTDNxa/oWd98Fl6ePVh7Z/Zrz958Z9orNL9N7CGmcOLIY3ohSGNALoh8II3OJAVHz28AADIpy8+9EU984Zn6u5jd+vM2TP1yR/7pC46+aKB7otJ65EUhjQC6Kb7VzKAhwhLio/3EEgGXxRgFJxz1OMFc8vXb9HVf3a1ljeX9R2nfYdu/uGbddbcWbG2HaaaoZygF3p4AeiGHl7wBgeyYqN3F5BffO4QB+XET+//wvv1vD95npY3l3XFhVfoMz/xmdhhlzTckMYoFDOEMYcXyojjbXwEXigdKoh8IvACACBfrrv1Ov3UX/2Utuvb+skn/qRu/uGbNTc5l9njM4cXeqGHF4BuGNIIb3AgKzYCLyB71JsYBYY05t9mbVOv/Ngr9cf/548lSW999lv1xsveONB98SuNSBNzeAHohsALpZP1STYn9fEQeAH5xecOcZgZIaoHFtcX9aIbX6RP3fspTVQndMMLb9DLv+PlA99f0kMagTCGNALohsAL3uBAVmwEXgAAjNY3Fr+h5/7Jc/Wlh7+kfVP79NGXflSXn3f5UPeZ9KT1nAYgjCGNALoh8ELpEJjkE4EXkD0aAEgSDc/iuuPQHTp4z0F98F8/qC89/CVJ0kZtQy/9yEs7bvP0s56um15200CPx6T1SApDGgF0Q+AFb3ACXWxxT0QIvIDs8bkD/HTw7oN6y21v0W3fuK3tttWtVa1urXbc9vyF82M9Rvj07Nprr9Xtt/9jX/v4tKc9Xf/jf/yPvrZBeRC0A+iGwAulQ8Mtn+jhBQDlQMMzH97/hffrmr++RnXX+QunilV0/Quu1yuf+MqBHyf8dvcbdkVtw2kAwpjDC0A38WoIoAA4kBUbgReQPepNJIn6uTgO3n2wZ9glSXVX16v+6lU6ePfBgR+LX2lEmujhBaAbAi+UDifk+UTgBeQXnzvAL2+57S09w66muqvrrbe9NeU9io/qCGHM4QWgGwIveINvboqNwAsAyoHj9WjdceiOyDm7uvn0Nz6tOw7dMdDj8XYjTQxpBNANgRdKh8Aknwi8gOzRAECSqJ+L4eA9gw1PHHQ7hjQiTQxpBNANk9YDyAUCLyC/+NwB/ljaWMp0u/37pZmZZvB1lyQLXdTh793/n3lmsL1zwX0BTQxpRBYITIuLwAveIDApNt4/ACgHGg6jNTc5l+l28/PBJfDAQPfxmMcMtBlKgB5eALphSCOAXCDwArJHAwBJon4uhgPnH8h0OyBNzOEFoBsCL3iDwKTYeP+Sw0kdksbnDvDHpfsv1WXnXtbXNpefe7ku3X9pSnsEDI4eXgC6IfACkCrnnOr1uur1umq1mra3t7W1taWtrS1tbm5qY2ND6+vrWl1d1fr6utbX17W2tqbV1VVtbW213R8NbwDIJxqexfGrl/2qKhavGVCxiq677LqU9wgYDHN4AZ1xvGUOL3gk6gPdDFrCarVaZJCSls3NzcjHa+6vc07OuZ2Qp/l/8xJeJ+r/uMvS3K7bOnEtLi7qwQcf3LXs1FNP1SmnnLJrGYEXkBxOhIByOnDBAb3v+e/TNX99jequcxBQsYquf8H1OnABwxmRTwxpxDBoV/iPwAteW15e1gMP7J4gde/evVpZWclsH44cOaJDhw7tWuaca6tgjx8/rqWlwX4ByVdRJyccmIDs8blDkmh45sNPPukndd7CeXrrbW/Vp7/x6bbbLz/3cl132XWEXcg1epYC6IbAC94o0hxQediHvCnS+wcAaEf9XDwHLjigAxcc0B2H7tDBew5qaWNJc5NzOnD+gVTm7Hruc5+rj3/8431vA3TCkEYA3RB4ASNgZnzT1CLq9aCHF5Au6iEAUjCRfRaT0t98882SpLvvvlvHjh3ruf4FF1ygffv2pb1bKDCGNALohsAL3uBAVmxmprGxsbZ5wKTd84OV+Rs6wj6MCmUPSeJ4DXp1IykMaQTQDYEXvNEMRDod+JrL83LylJf9yIt6va7t7e22ZVLwWjVfr7Exqi0AyCOOa4iL8AFJIfBCGXG8jY+WI7zS+uEP/5+3A13r/uRt/wD4j3oHQJ7RqEMvzOEFoJt4g56BAihS9/g87AMAxEWdhTjoaYG4KANICnN4AeiGwAve4EDmH95TAADKi7AdvRC0A+iGIY3wBj288qs5B1d4Lq7W/ycnJzU5Oblr2fj4+Mj2GSgDGgAYBcodinTOhnzrJ/DqNtcvAD8ReMFrZqZqtbpr2djYWMeJz9M4CI6Pj7c9XrVa3emC3Qx4pqamtGfPno6hUKegqNc6WW8X9X8cDz30kPbu3dvPSwsgIzQQEAflBMAomFmsEJXACygfAi94I+pANzs7q9nZ2V3L9u/fr7PPPjur3dJDDz2kubm5nutlvV8AAACjQA8vJKlSqahWq/Vcj96lQPkwhxe8kdeTJ07WAOQVJ/8YBcodKANIEvN4AeiEwAveyGvgBQBFR72JOCgnSBplCnHELSf1ej3lPQGQNwRe8Abf2pQD7zMAAMXGsRxJoocXgE4IvOANengBQH84+ccoUO4QF+dsiKP5Q1C9UPcA5UPghdLh5AkA+kO9iTgoJ4iLLymRJHp4AeiEwAve4OQJAAAAKBfm8ELaCEuLi8AL3iDwAoD+UG8iSfSyQFzUPUgSQxoBdELgBW9w8gQAAJB/BA9IEmE7gE4IvOANDmLFRhAJAOXA8RpxcW6AOBjSCKATAi94gx5eANAf6k0kiXKCuKh7kCSGNALRKPMEXighTp4AAAAAPzCkEYOiXeg/Ai94g28LAQDIPxqd4JwNSWJII4BOCLzgDU6egACNScRFvYkkUU4QF8cpJIkeXgA6IfCCN2i4AQAA+INzNsTBHF4AOiHwgjc4iAFAf6g3kSR6WSAuygCSRN2DsuHLgPgIvOANengBQDqoNwGMAnUP4mAOLwCdEHjBGwReAADkH70swDkbksSQRgCdEHihdDh5AoAAJ/9IEsdXAKPAkEYAnRB4wRt8WwjfUXYxKpQ9AEninA1JYkgjgE4IvOCNop888a0TAKAMON6BMoAk0cMLQCcEXvAGBzEA6A/1JpKU1y+UUFyUKcTBHF4AOiHwgjeK3sMLAPKKehNAUggdkDR6eAHoZGzUOwAkhcALQJk451Sv11Wr1VSv13cu/fx/+PBh3X///arX6zv3d/rpp2t+fn7UTw8FRKMTSeJ8DXExhxeATgi8UDqcQAHI0jCBVLf/kwgNTpw4oY2NjV3LaBAASBOBJ5LGkEYAnRB4wRv08AIwqDQCqealaKL2mXoTQNaodxAXvUsBdELgBW/kNfDihA1IRnPIXWuolERAhUfQIMCgaHQijryer6G4GNIIoBMCL3iDEyggH3qFTKMcwofeaBAAAIqk27m9c27nds4jEKW1XESVpzyWnTht2jzud9YIvOANPtDFdtJJJ2nv3r1ty1sr82q1mtUu5VKceSriHADDgVK/IZRvQ/jKrrW81Gq1nfqUehX9MrO2MtXa4KRclVu9Xu9YRsJlhS8oEVez3mnWL+GyE/6bugdRilrXxCnPRX1uSSLwgjfo4VVsY2NjGhujSuqlNVBaXV3V2traTtjknNPy8nLXQGvQIXyVSoVAyzNR4QMNTgwq3OBsRUMTYd3KCGUF/apUKjvlpldvLwDlQusSpUMDDj5ZWVnR4cOHdy3b3t7WzMzMiPYIRUeoCSAPOF9DXMzhBaCTeL/hChQAPbxQRpRnJI1vwJE2yli58f4jaXGme5AoeygfyjyBFzxC4IUyinuSlwQOmuXAr1ZiUBxfkSTKE+LiF2IBdMKQRniDwAtllGXg1ZyfB/lRqVRUrVZVqVR2Lv38f9JJJ2lmZkZmtmsdAEgL52tIGkMaMSjqGf8ReMEbNMThu8nJSZ166qm7lk1MTGh9fX3XsqmpqVQen8/YYMJB0rABVettw9rY2EitvKB86GUBYBSoewB0QuCF0iHJR1Ht2bNH55xzzq5lx48f1+bm5oj2yB/hHk7DBFJR/1PnAMAj6OGFpDGHF4BOCLzgBU6eUFZlm8MrjUCqWq1SNwAZykNdgtHh/UfS6OGFsuG8NT4CL3iBwAtlVa1WM3usuHN4mVnXYXjD/A8gvzjGIkmUJ8TFHF4AOiHwghcIvFBWg4ZADOEDAIwC52xIWj9lxTlH2QJKhMALXqCLMspqbGxMp512GkP4AIwcw4oAjEqlUonVg4vACygXAi94gW8LUVZjY2M666yzRr0bAADEwjkb0kDgDiAKgRdKZRQnTyeddJJmZ2d7rpflXEwAAACjQOCANPQzjxfn3EB5EHjBC3n+trBarXJgBQB4jx4WSBI9vNCPuHOaUv8A5cJPXsELeQ68AAAAECBwQBoI3AFEIfCCFwi8AAAoBhqciINzNvSjnyGNAMqDwAte4OQZAIDRIqBAHHxJiTTQwwtAFAIveIGTJwAAAKCcmMMLQBQmrYc3JiYm5JzreQEABGq1mur1usxs5wsBM1OlUtlZ1vwf6MXMNDY2tut423rsdc6pVquNaheRA3xJiTTQwwtAFAIveGNzc7PjbTTaAKBdpVJpqxejAgkaCIhre3u76+3hcBXlRH2CNDCHF4AoBF4AAJQUDU8kiR4WGNTW1pbW1tZ2LTMzHTt2bOj7TrO8FfG+fd3no0ePamlpqW271nppbm6uraylXSelcf9FKx95vV/nnL797W+3LT/99NOHul/kB4EXAAAlxdAiJInAC3FEvf8rKyt68MEHdy1bWlpKraxUKhV6+njmoYce0vLy8q5lZtZWhiYmJtqCMZSXcy4yWG8NvIp63CrqfieJ8V0AAKArAi/EQTkBkHcEnUC5EHgBAFBS9PBCkujhhTiod5CGrOof6i+gWAi8AAAoKRqeSBKBF+Lg/Uca+GEqAFGYwwsAgJIi8EKSCLwQR+v73/zlznD5SfvXPCmD/gqXm+ZcbeFlvPcI61TXtC7LW6BqZpG/so12BF4AAJQUJ0dIEoEXBuGc27mElxG0ox/N8hIuR/V6PbJsAWFRZaJ1Wa1Wy2p3YmM+unjyFVUCAIDM0MMLSSLwQhy8/0gD9Q+AKAReAACgKwIvxEGDE3EQtCMNWdU/lEugWAi8AAAoKRqeGAUCr3Lj/UcaOE4BiMIcXgAAlBSBF5JEDy/EEfX+j4+Pa3Z2dtey+fl57du3L5V9SLtOS+v+09xvH/Y5zpxGJ598sk477bSB7l9Kbn65or3eadxvXvb16NGjqewH8oHACwCAkiLwQpIIvBBH1Ps/MzOjmZmZXctOP/10nXnmmVntFgpubCxes5ZyhVYnnXTSqHcBKWJIIwAAJUXwgCQRjCIOgnakgcAdQBQCLwAASoqGJ5JEgxNxUO8gDdQ/AKIQeAEAgK5oeCIOGpyIg8ALaaD+ARCFwAsAgJKi4Ykk0eBEHNQ7SAP1D4AoBF4AAJQUDU8kiQYn4qDeQRqofwBEIfACAKCkaHgiSTQ4EQf1DtJA/QMgCoEXAAAlxYk/kkSDE3EQeCEN1D8AohB4oVQ4yAHAI2h4YhQ4FiMO6h30g8ALQBQCLwAA0BUNT8RBgxNxELQjDdQ/AKIQeAEAUFI0PJEkGpyIg3oHaaD+ARCFwAsAgJKi4Ykk0eBEHNQ7SAP1D4AoBF4AAJQUDU8kiXKCOKh3kAYCL6Ad5Z3ACwCA0qLhiaTR6EQv1DtIA3UPgCgEXvACJ0UA0D9O/JE0Gp3ohcALaaDuARCFwAsAAHRFwxNx0ehELwReSAN1D4AoBF4AAJQUDU+MCo3O8qLeQRoIvJA2yk4xEXgBAFBSNDyRNBqd6IV6B2mg7kGZUD/GR+AFAEBJ0fBE0mh0ohfee6SBugdAFAIvAABKisALSaPRiV6od5AG6h4AUQi8AAAoKU78kTRCCvRC4IVR4rgHlAuBFwAA6IqGJ+KilwV6IfBCGqh7MCjqGr8ReAEAUFI0PJE0Gp3ohXoHaaDuARCFwAsAgBKi0Yk00OhEL9Q9SAN1D4AoBF4AAJQQjU6kgUYneqHuQRqoewBEIfACAKCEOOlHGmh0ohcCL6Shn/JC/QOUB4EXAADoiEYn0kCDs7wIvJAWAncArQi8AAAoIRqdSAMNTvRC3YO0UP8AaEXgBQBACdHoRBpocCIp1D3oF2UGQKvEAi8ze56Z3WJm95vZmpndbWZ/bmbf07LeB8zM9bgc7PAYe83sOjP7NzM7YWbLZnaHmb3PzMYj1p82szeb2VfMbN3MDpnZn5nZ47o8j7PM7AYze8DMNszsXjN7p5nt67LNM8zs42Z21MxWzeyLZvYLZlbt5zVE8jihBoBoBF5IA4EXuqHeQZqofwC0GkviTszsNyW9QdIRSTdJOizp0ZKukvRiM/tR59yHGqvfJOneDnf1CkkXSPpExGOcJ+lvG/f7GUnvlmSSzpN0taTXSdoKrT/ZWP+Zkj4n6bclnS3pJZKeZ2bPcc7d3vIYF0r6rKT9kj4m6cuSnirpNZJ+0Mye6Zw70rLNVZL+QtK6pBslHZX0Akm/1Xjsl3R4rkjZ9va27rrrLkmPHACnpqa0tbWlSqUiM0vkksV9AUDSaHgiDZQXdEO9gzQReAFoNXTgZWanS/pFSQ9J+g7n3KHQbc+WdKukt0j6kCQ5525SEHq13s+CgtBsU9IHWm4bl/RRSedKuso595ctt1cl1Vvu8nUKAqePSHqpc67eWPfGxuPfYGZPaC5v+H0FYdfPO+d+J3T/75D0Wkm/JulnQsvnJF0vqSbpWc65zzWWX9d43leb2cuccx9ufb7IVvPAVq/Xtb29PeK96V+l8khnzE6BWKcQLa/b9LovAOnihB9poMGJbgi8kCbqHwCtkujhda6CoZG3h8MuSXLOfdLMliWdGuN+XiFpWtKHnXOHI277Lkn/szXsajxOLfy/BbVdM5h6QzjUcs59zMw+I+l7JV0u6ZONbS6QdIWC3me/1/IQb5J0jaRXmNnrnXMrjeVXN57bHzXDrsZjrJvZGyUdlPRqSQReI+DTwcw559XziaPZ4y38f1RQVsbbgCxR5tAPGpzohsALaaL+AdAqicDrLgW9sp5qZqeEwyozu0zSrCJ6dEV4VeP6fRG3/XDj+gMWDG28UtKCpPsk/U3rMENJF0o6R9JXnXP3RNzfJxQEXs9RI/Bq/C1Jt7T0+pJzbtnM/l5BIPZ0BUFWeJu/iXiM2yStSnqGmU065zYi1kGKfDqYmZlXzycO55zq9Xrpnncc3UKyYW4v4/2UGQ1PpIEGJ7qh3kGaqH8AtBo68HLOHTWzX5L0DklfMrObFMzldaGkFyqYR+unu92HBRPbP0FBQPXJiFW+W8EcWVdK+o2W/V4xs593zt0QWnZx4/qrHR7yrsb1RX1uc0Vjm2bg1XEb59y2md0j6VIF85Ld2eF+JUlm9vkONz2223Z4RNRBjhOmYitj0BdH8zXhtUlGaxhWrVZVr9fbhtpG9cAr8nIankgDDU50Q72DNFH/ALtR1hOatN45904zu1fSDXqkp5YkfU3SB1qHOka4pnF9fesNFkw+P6dgnqy3Ny6/K+mEgknx3yXpD8zsqbWBNAAAFcpJREFUXufcrY3N5hvXxzs8XnP5QmhZVtsgBdPT03rSk560a9na2pomJiZGtEdANggFhxc1ZLhWq3VY2x/r6+u69957JT0SgtXrdVWru39geHp6WltbWxH3sFva5TAP9z8+Pq7t7e22ILHTD45ELe9n3WHuY1RocKKb1vc9XP9G9cQF+kH9A6BVUr/S+AZJv64gfPpdSd9W0DPpNyT9sZl9l3PuDR22nZf0Q4qYrL6hGrr+i5b7+UMz29t43F9SMFF8rF1uXPdT26W6jXPuyZF3EPT8elLUbeiOg1nx8R5iFMpS7sJDhsPXrc9/e3s7VuBVBrVarTBhaDgIq9VqGhvr75Rv0M/Bgw8+qGPHju1aVq1WVavVdoUZS0tLOuWUUzoONW7tkTjIbUmtk/ftO2l+nsNTBAzyf5Lbrq2t6Wtf+9rO/knBL2ivr6/v7LeZaWJiIjJcTuqS5C9sd7ogewReAFol8SuNz5L0m5I+6px7XeimL5jZixQM93u9mb3HOXd3xF38iKQ9ip6sXs65VTPblDSh4JcaW31UQeD11NCyZs+q+fbVJQU9xsLrZbkNMsLBrPjM6L3UC68RBkW56V+RXrNweJnlrxPX63XV67t/ONvM2pZtbW1pc3Mzs/3yWTgA29ra0vj4eNvrnRfb29ttn6PWfW2W3aKEy52MOnBL4nGKhsALQKskeng9v3HdNvdWI6z6J0kvkvRESVGBV3MI5Hu7PMZXFMzxtRhxW/NrxOmW9aXdc3SFPaZxHZ57a9BtntLYZtccXGY2Jul8SduKft5IGQczlAHlHEmKaiwUsdGTlqJ+3rJ8D6MeK+p1K+prmUetPTTzGnZ1ElUWfKh3iv4L2629DNMK1ZLcvhm49wrsivy+YHScc17UTWWTROA12bg+tcPtzeVtX+OZ2dMkfaeCyeo/1eUxDioIvB4v6eaW2x7fuL43tOzrCn7B8SIzOz/ilxqvbFyHh0A2A7srzKwS/qVGM5uV9ExJa5L+MbTNrZJeLukHJf1py2NcpqDn2m38QuNocDBDGdDDK3lleT07NTJbl3Ny94iilo1RB17ITt5f/6jPUFRAl/fnURZFC+3uu+8+rays7Pxv9sgP0YSDsVqtprm5ubbArPl3p+th1wGQvSQCr89I+llJ15jZe51z32reYGZXKgiK1iV9NmLb5mT17+vxGO9tPMZrzeyPnXP3N+5/StKvNdb5cHNl55wzs/comFfsbWb20maAZWZXSfpeSV+S9OnQNl83s1sU/BLjf5H0O6HHf7OkGUnvdc6thJZ/RMFwzpeZ2e845z4X2q//3ljn3T2eG1IyOzurJz/5ybvmjujn0jrvRBKXQe8TAJK2d+9eXXzxxbt6hzS/IW9dhkBR62MCr/KoVCqj3oWuzEzj4+OSHglTwr1xmp8xyhEG0Vpuwuff4WB1bW2t7QdaspBmmNbvOnzGio33L74kAq+PSPo7Sd8n6U4z+6iCSesfp2C4o0m61jl3JLyRmc1JeqmCnl8f7PYAzrkvm9kvSfpfkv7NzG6StCLpBxQMJ7xdQfAU9o7G418t6XYzOyjpHEkvkbQq6ZXhXlwN/1lBMPcuMzsg6U5JT5P0bAVDGX+lZb+WzOxVjdfgU2b2YUlHJb1Q0sWN5Td2e25Inw+VelQA1i0c62d5HrdpKvr7lgVeIwyjtXHcnFwc0YoaAGa5z/v27dP8/PyuY2+znPlwPM67SqWS62B2ampKj370o7uuk+f9R75F1S9R5WlUZcy5/MxNF2dIaXi9qP/jrJPENkk/Lspl6MDLOVc3s+cq6BX1MgXzde1REPx8XNK7nHO3RGz6cgW9piInq494nHeY2VckvV5BiDWpYG6sX5X0P51zay3rb5jZ90m6VtIPS3qtpCVJN0l6k3PuSxGP8XUze4qktygYpvhcSQ8qmBT/zc65oxHb3GRmlysIw14saUrS1yS9rvHcOWpjaGVrJHQKwTr9X6bbOr1WQBLKVM8MosiBV1Z1RdSvQWb5+GVXxNe6OdysqYifMRRL0T4jaWieVzZ7vhX1+DaI1kDsq1/9atttUV/U7N27V9VqtS1I6xQaRi3vZ1165SUjiR5ecs5tSXpn4xJ3m3erz+F+zrmb1T6HV7f11yS9qXGJu803Jf1En/v19wrCMQAJ4FuY7noFY8Msy9v9pH3fQD+KWG7y0ONn1I9fJs35ioqkNfBCPhQxPO3Vw4vzys7K9Nq0ngvWarW2sh5V/peWlkZeVzWDr7vvvltbW1u72kyPetSjND093eMeyieRwAsAkB2+5UlOt2As6v8slmf1mOhfEV+3IjZaUS61Wi2yZyDQr9NOO0379+/fFQJUq9VS9V6C35rncrVaTdvb2223oR1HFwBAaZU5POzWUzApWby2aT9G+P5bX6tOP0QStTzrdbN6feKgsZmdUfc+6Fd42E4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e+f8B3FL4iWw2288AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 574,
       "width": 606
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "base = arcs.plot(alpha=0.2, linewidth=5, color=\"k\", figsize=(10, 10), zorder=0)\n",
    "pp_obX0.plot(ax=base, color=\"g\", zorder=2)\n",
    "pp_obs_snapped.plot(ax=base, color=\"k\", marker=\"s\", zorder=2)\n",
    "pp_ob0.plot(ax=base, markersize=20, marker=\"s\", color=\"r\", zorder=2)\n",
    "# routes originating from observation 0\n",
    "orig_ob0.plot(ax=base, color=\"b\", linewidth=10, alpha=0.25);\n",
    "# synthetic observation labels\n",
    "obs_labels(pp_obX0, base, 12, c=\"g\");\n",
    "# synthetic observation labels\n",
    "obs_labels(pp_ob0, base, 12, c=\"r\");"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 2.8. Plot the shortest path routes arriving at observation ``4``\n",
    "Since the point pattern is symmetric, origins equal destinations and the shortest paths IDs are sorted and pruned out. Therefore, we have to stipluate ***either*** ``O`` or ``D`` of ``4`` in this case."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:13.443810Z",
     "start_time": "2021-06-28T23:34:13.437646Z"
    }
   },
   "outputs": [],
   "source": [
    "obs4 = 4\n",
    "pp_ob4 = pp_obs[pp_obs[\"id\"]==obs4]\n",
    "pp_obX4 = pp_obs[pp_obs[\"id\"]!=obs4]\n",
    "orig_ob4 = paths_gdf[(paths_gdf[\"O\"]==obs4)| (paths_gdf[\"D\"]==obs4)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-06-28T23:34:13.727891Z",
     "start_time": "2021-06-28T23:34:13.445734Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 574,
       "width": 606
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "base = arcs.plot(alpha=0.2, linewidth=5, color=\"k\", figsize=(10, 10), zorder=0)\n",
    "pp_obX4.plot(ax=base, color=\"g\", zorder=2)\n",
    "pp_obs_snapped.plot(ax=base, color=\"k\", marker=\"s\", zorder=2)\n",
    "pp_ob4.plot(ax=base, markersize=20, marker=\"s\", color=\"r\", zorder=2)\n",
    "# routes originating from observation 4\n",
    "orig_ob4.plot(ax=base, color=\"b\", linewidth=10, alpha=0.25);\n",
    "# synthetic observation labels\n",
    "obs_labels(pp_obX4, base, 12, c=\"g\");\n",
    "# synthetic observation labels\n",
    "obs_labels(pp_ob4, base, 12, c=\"r\");"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "-----------------------"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python [conda env:py39_spgh_dev]",
   "language": "python",
   "name": "conda-env-py39_spgh_dev-py"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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