{ "cells": [ { "cell_type": "markdown", "id": "aggressive-sapphire", "metadata": {}, "source": [ "# Using SFRmaker with NHDPlus High Resolution\n", "This notebook demostrates how to use `sfrmaker` to build an SFR package with an NHDPlus HR file geodatabase (or set of file geodatabases) obtained from the USGS National Map download client. " ] }, { "cell_type": "code", "execution_count": 1, "id": "residential-astrology", "metadata": { "execution": { "iopub.execute_input": "2025-05-09T18:09:42.506327Z", "iopub.status.busy": "2025-05-09T18:09:42.506218Z", "iopub.status.idle": "2025-05-09T18:09:43.869040Z", "shell.execute_reply": "2025-05-09T18:09:43.868447Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/runner/micromamba/envs/sfrmaker_ci/lib/python3.13/site-packages/geopandas/_compat.py:7: DeprecationWarning: The 'shapely.geos' module is deprecated, and will be removed in a future version. All attributes of 'shapely.geos' are available directly from the top-level 'shapely' namespace (since shapely 2.0.0).\n", " import shapely.geos\n" ] } ], "source": [ "import os\n", "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import matplotlib.patches as mpatches\n", "from shapely.geometry import box\n", "from flopy.discretization import StructuredGrid\n", "import geopandas as gpd\n", "import sfrmaker\n" ] }, { "cell_type": "code", "execution_count": 2, "id": "2609c29e-f097-45c1-a2f8-ba80cdb9114b", "metadata": { "execution": { "iopub.execute_input": "2025-05-09T18:09:43.871543Z", "iopub.status.busy": "2025-05-09T18:09:43.871145Z", "iopub.status.idle": "2025-05-09T18:09:43.882116Z", "shell.execute_reply": "2025-05-09T18:09:43.881568Z" } }, "outputs": [ { "data": { "text/plain": [ "'0.12.1'" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sfrmaker.__version__" ] }, { "cell_type": "markdown", "id": "backed-graduate", "metadata": {}, "source": [ "In this demo, two HUC-4 file geodatabases (HUC0202 and HUC0204; each clipped to a reduced size) are used to make a single SFR network. NHDPlusHR networks for HUC-4 drainage basins are avaialble from the national map downloader as file geodatabases: https://apps.nationalmap.gov/downloader/#/" ] }, { "cell_type": "markdown", "id": "pharmaceutical-barbados", "metadata": {}, "source": [ "## 1. Preview NHDPlusHR geodatabases" ] }, { "cell_type": "code", "execution_count": 3, "id": "convertible-castle", "metadata": { "execution": { "iopub.execute_input": "2025-05-09T18:09:43.884122Z", "iopub.status.busy": "2025-05-09T18:09:43.884008Z", "iopub.status.idle": "2025-05-09T18:09:43.941594Z", "shell.execute_reply": "2025-05-09T18:09:43.941151Z" } }, "outputs": [], "source": [ "NHDPlusHR_paths = ['../neversink_rondout/NHDPLUS_HR_1.gdb', '../neversink_rondout/NHDPLUS_HR_2.gdb']\n", "\n", "# first NHDPlus HR file geodatabase -- derrived from a section of HUC_0202 for this demo\n", "gdb1 = gpd.read_file(NHDPlusHR_paths[0], driver='OpenFileGDB', layer='NHDFlowline')\n", "\n", "# seccond NHDPlus HR file geodatabase -- derrived from a section of HUC_0204 for this demo\n", "gdb2 = gpd.read_file(NHDPlusHR_paths[1], driver='OpenFileGDB', layer='NHDFlowline')" ] }, { "cell_type": "markdown", "id": "d491c057-bcab-4a4e-b723-e8eb953b0c07", "metadata": {}, "source": [ "### Plot the raw NHD HR lines from the two geodatabases" ] }, { "cell_type": "code", "execution_count": 4, "id": "green-digest", "metadata": { "execution": { "iopub.execute_input": "2025-05-09T18:09:43.943498Z", "iopub.status.busy": "2025-05-09T18:09:43.943314Z", "iopub.status.idle": "2025-05-09T18:09:44.094757Z", "shell.execute_reply": "2025-05-09T18:09:44.094300Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(6,8))\n", "gdb1.plot(ax=ax, color='red', label='NHDPLUS_HR_1.gdb')\n", "gdb2.plot(ax=ax, color='blue', label='NHDPLUS_HR_2.gdb')\n", "ax.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "excessive-arrow", "metadata": {}, "source": [ "#### Note: NHDPlusHR fileGDBs have EPSG:4269 CRS" ] }, { "cell_type": "code", "execution_count": 5, "id": "public-hampshire", "metadata": { "execution": { "iopub.execute_input": "2025-05-09T18:09:44.096434Z", "iopub.status.busy": "2025-05-09T18:09:44.096333Z", "iopub.status.idle": "2025-05-09T18:09:44.103145Z", "shell.execute_reply": "2025-05-09T18:09:44.102777Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "EPSG:4269\n" ] } ], "source": [ "assert gdb1.crs == gdb2.crs\n", "nhdhr_epsg = gdb1.crs\n", "print(nhdhr_epsg)" ] }, { "cell_type": "markdown", "id": "jewish-richmond", "metadata": {}, "source": [ "## 2. Filter network using shapefile boundary\n", "The network can be filterd using a shapefile of the model domain" ] }, { "cell_type": "code", "execution_count": 6, "id": "muslim-neighbor", "metadata": { "execution": { "iopub.execute_input": "2025-05-09T18:09:44.104911Z", "iopub.status.busy": "2025-05-09T18:09:44.104808Z", "iopub.status.idle": "2025-05-09T18:09:44.119467Z", "shell.execute_reply": "2025-05-09T18:09:44.119089Z" } }, "outputs": [], "source": [ "boundary_file = '../neversink_rondout/Model_Extent.shp'\n", "\n", "model_boundary = gpd.read_file(boundary_file)" ] }, { "cell_type": "code", "execution_count": 7, "id": "satellite-letter", "metadata": { "execution": { "iopub.execute_input": "2025-05-09T18:09:44.121013Z", "iopub.status.busy": "2025-05-09T18:09:44.120916Z", "iopub.status.idle": "2025-05-09T18:09:44.359667Z", "shell.execute_reply": "2025-05-09T18:09:44.359210Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8,10))\n", "gdb1.plot(ax=ax, color='red', label='NHDPLUS_HR_1.gdb')\n", "gdb2.plot(ax=ax, color='blue', label='NHDPLUS_HR_2.gdb')\n", "model_boundary.plot(ax=ax, facecolor='lightgray', edgecolor='black', label='Model Boundary') \n", "\n", "# plot boundary box that will be used for filtering\n", "bbox_geometry = [box(x1, y1, x2, y2) for x1,y1,x2,y2 in model_boundary.bounds.values]\n", "bbox = gpd.GeoDataFrame(geometry=bbox_geometry, crs=model_boundary.crs)\n", "bbox.plot(ax=ax, facecolor='None', edgecolor='green', linestyle='--', label='Boundary bounding box')\n", "\n", "LegendElement = [\n", " mpatches.mlines.Line2D([], [], color='red', label='NHDPLUS_HR_1.gdb'),\n", " mpatches.mlines.Line2D([], [], color='blue', label='NHDPLUS_HR_2.gdb'),\n", " mpatches.Patch(facecolor='lightgray', edgecolor='black', label='Model Boundary'),\n", " mpatches.Patch(facecolor='None', edgecolor='green', \n", " linestyle='--', label='Model boundary\\nbounding box'),\n", "]\n", "\n", "ax.legend(handles=LegendElement, loc='best')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "assured-stationery", "metadata": {}, "source": [ "## 3. Option to remove reaches with unwated FCodes\n", "NHDPlusHR flowlines include feature codes (FCodes) that describe reach attributes. In certain cases, a user may not wish to include certain types of features present in the NHDPlusHR geodatabase in the SFR network. A complete list of FCodes is show below:" ] }, { "cell_type": "markdown", "id": "fatty-delta", "metadata": {}, "source": [ "![title](../_static/fcodes.png)" ] }, { "cell_type": "markdown", "id": "raised-import", "metadata": {}, "source": [ "**Look at FCodes in `gdb2`**" ] }, { "cell_type": "code", "execution_count": 8, "id": "concrete-basket", "metadata": { "execution": { "iopub.execute_input": "2025-05-09T18:09:44.361592Z", "iopub.status.busy": "2025-05-09T18:09:44.361462Z", "iopub.status.idle": "2025-05-09T18:09:44.365240Z", "shell.execute_reply": "2025-05-09T18:09:44.364909Z" } }, "outputs": [ { "data": { "text/plain": [ "[46006, 55800, 46003, 33600, 33400, 42803, 46000]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdb2.FCode.unique().astype(int).tolist()" ] }, { "cell_type": "markdown", "id": "rational-amazon", "metadata": {}, "source": [ "**We can remove any segments that have FCodes we don't want to include in the final SFR network** \n", "In this case, we want to exclude any lines classified as aqueduct pipelines." ] }, { "cell_type": "code", "execution_count": 9, "id": "heard-visiting", "metadata": { "execution": { "iopub.execute_input": "2025-05-09T18:09:44.366797Z", "iopub.status.busy": "2025-05-09T18:09:44.366663Z", "iopub.status.idle": "2025-05-09T18:09:44.379268Z", "shell.execute_reply": "2025-05-09T18:09:44.378907Z" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Permanent_FDateResolutionGNIS_IDGNIS_NameLengthKMReachCodeFlowDirWBArea_PerFTypeFCodeMainPathInNetworkVisibilityShape_LengNHDPlusIDVPUIDEnabledShape_Lengthgeometry
781492693532013-11-10T00:00:00+00:002.05.519868020401040005151.0428.042803.00.01.00.00.0639541.000020e+1302041.00.04889MULTILINESTRING Z ((-74.62398 41.83019 0, -74....
\n", "
" ], "text/plain": [ " Permanent_ FDate Resolution GNIS_ID GNIS_Name \\\n", "78 149269353 2013-11-10T00:00:00+00:00 2.0 \n", "\n", " LengthKM ReachCode FlowDir WBArea_Per FType FCode MainPath \\\n", "78 5.519868 02040104000515 1.0 428.0 42803.0 0.0 \n", "\n", " InNetwork Visibility Shape_Leng NHDPlusID VPUID Enabled \\\n", "78 1.0 0.0 0.063954 1.000020e+13 0204 1.0 \n", "\n", " Shape_Length geometry \n", "78 0.04889 MULTILINESTRING Z ((-74.62398 41.83019 0, -74.... " ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "drop_fcodes = [\n", " 42803 # Aqueduct pipeline\n", "]\n", "\n", "gdb2.loc[gdb2.FCode.isin(drop_fcodes)]" ] }, { "cell_type": "code", "execution_count": 10, "id": "statistical-merchandise", "metadata": { "execution": { "iopub.execute_input": "2025-05-09T18:09:44.380933Z", "iopub.status.busy": "2025-05-09T18:09:44.380832Z", "iopub.status.idle": "2025-05-09T18:09:44.481927Z", "shell.execute_reply": "2025-05-09T18:09:44.481549Z" } }, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAbUAAAKTCAYAAACet5ZrAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjEsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvc2/+5QAAAAlwSFlzAAAPYQAAD2EBqD+naQAA7KNJREFUeJzs3XdYFNfXB/Dv0qt0ARXBBtiwKzbU2FFRIhoVey+xxh5rrLHFxBZjN9hj7yWxoKjYC6LYQWnSe9nd8/7By/xcKe7CLgt4Ps+zT2Dmzr1nMMxhZm4RERGBMcYYKwU01B0AY4wxpiyc1BhjjJUanNQYY4yVGpzUGGOMlRqc1BhjjJUanNQYY4yVGpzUGGOMlRpa6g6gKEmlUoSGhsLY2BgikUjd4TDGGJMDESExMRHlypWDhkb+92LfVFILDQ2FnZ2dusNgjDFWACEhIahQoUK+Zb6ppGZsbAwg6wdTpkwZNUfDGGNMHgkJCbCzsxOu4fn5ppJa9iPHMmXKcFJjjLESRp7XRtxRhDHGWKnBSY0xxlipwUmNMcZYqfFNvVNjjBWORCJBZmamusNgpZCOjs5Xu+vLg5MaY+yriAjh4eGIi4tTdyislNLQ0EClSpWgo6NTqHo4qTHGvio7oZUtWxYGBgY8eQFTquyJMcLCwlCxYsVC/f/FSY0xli+JRCIkNAsLC3WHw0opKysrhIaGQiwWQ1tbu8D1cEcRxli+st+hGRgYqDkSVpplP3aUSCSFqoeTGmNMLvzIkamSsv7/4qTGGGOs1OCkxhj7JolEIhw7dkzdYShFaTqXwuKkxhgrlQYPHowePXrkuT8sLAydO3cuuoC+sHPnTpiamqqt/dKKez8yxr5JNjY26g6BqQDfqTHGvkmfP7J79+4dRCIRjhw5gjZt2sDAwAB16tTBzZs3ZY7x8/ODm5sb9PX1YWdnhwkTJiA5OVnYv3HjRlSrVg16enqwtraGl5dXrm1fuXIFQ4YMQXx8PEQiEUQiERYsWAAAiI2NxcCBA2FmZgYDAwN07twZL1++VOjcfvnlF1hbW+Phw4dyxZ2RkYHp06ejfPnyMDQ0RJMmTXDlyhVhf/Zd5bFjx+Do6Ag9PT20b98eISEhCsVVFDipMcYKLDk5ucg+ReHnn3/G1KlT8fDhQzg6OqJv374Qi8UAgCdPnqBjx474/vvv8fjxYxw4cADXr1/Hjz/+CAC4e/cuJkyYgF9++QUvXrzAuXPn4Obmlms7zZo1w9q1a1GmTBmEhYUhLCwMU6dOBZD12PTu3bs4ceIEbt68CSKCu7u7XNOTEREmTpyIbdu24fr166hbt+5X4waAIUOG4MaNG9i/fz8eP36MXr16oVOnTjLJNCUlBUuWLMGuXbtw48YNJCQkoE+fPgX+WasMFcLSpUsJAE2cOFHYdvjwYerQoQNZWFgQAHrw4IFcdf3222/k6OhIenp6VKFCBZo0aRKlpqYK++fPn08AZD7W1tYKxRsfH08AKD4+XqHjGPuWpaam0rNnz2R+H7N9+Tupyo+iBg0aRN27d89zPwA6evQoERG9ffuWANDWrVuF/QEBAQSAAgMDiYhowIABNHLkSJk6fH19SUNDg1JTU+nw4cNUpkwZSkhIkCu+HTt2kImJicy2oKAgAkA3btwQtkVFRZG+vj4dPHgw33M5dOgQ9e/fn5ydnSkkJETY97W4X716RSKRiD5+/ChTpm3btjRr1iwhVgB069YtYX9gYCABoNu3b8t1vl+T3/9nily7C/xO7c6dO/jrr7/g4uIisz05ORnNmzdHr169MGLECLnq2rNnD2bOnInt27ejWbNmCAoKwuDBgwEAv/32m1CuZs2auHTpkvC9pqZmQcNnjLEcPr+e2draAgAiIyPh7OyMe/fu4dWrV9izZ49QhogglUrx9u1btG/fHvb29qhcuTI6deqETp06wdPTU6FB64GBgdDS0kKTJk2EbRYWFnByckJgYGC+x06ePBm6urq4desWLC0the1fi/vp06cgIjg6OsrUl56eLjODjJaWFho2bCh87+zsDFNTUwQGBqJx48Zyn6OqFSipJSUlwdvbG1u2bMHixYtl9g0YMABA1jNqed28eRPNmzdHv379AAAODg7o27cv/P39ZYPV0uKXu4wVI0lJSeoOQak+n54pezCwVCoV/jtq1ChMmDAhx3EVK1aEjo4O7t+/jytXruDChQuYN28eFixYgDt37sjdy5GI8tz+tcHJ7du3x759+3D+/Hl4e3sL278W9+PHj6GpqYl79+7luFEwMjKS+T63GIrboPwCJbVx48ahS5cuaNeuXY6kVhAtWrSAj48P/P390bhxY7x58wZnzpzBoEGDZMq9fPkS5cqVg66uLpo0aYKlS5eicuXKedabnp6O9PR04fuEhIRCx8oY+x9DQ0N1h1Bk6tevj4CAAFStWjXPMlpaWmjXrh3atWuH+fPnw9TUFP/99x++//77HGV1dHRyTAlVo0YNiMVi3L59G82aNQMAREdHIygoCNWrV883Pg8PD3Tr1g39+vWDpqam8L7ra3HXq1cPEokEkZGRaNmyZZ71i8Vi3L17V7gre/HiBeLi4uDs7JxvXEVN4aS2f/9+3L9/H3fu3FFaEH369MGnT5/QokULEBHEYjHGjBmDmTNnCmWaNGmC3bt3w9HREREREVi8eDGaNWuGgICAPCdZXbZsGRYuXKi0OBljJUt8fLzQAzCbubk5KlasqHBdM2bMgKurK8aNG4cRI0bA0NAQgYGBuHjxItatW4dTp07hzZs3cHNzg5mZGc6cOQOpVAonJ6dc63NwcEBSUhL+/fdf1KlTBwYGBqhWrRq6d++OESNGYPPmzTA2NsbMmTNRvnx5dO/e/asxenp64u+//8aAAQOgpaUFLy+vr8bt6OgIb29vDBw4EKtXr0a9evUQFRWF//77D7Vr14a7uzuArLvY8ePH448//oC2tjZ+/PFHuLq6FqtHjwAUe/saHBxMZcuWpYcPHwrbWrVqJdNRJFv2i1d5OopcvnyZrK2tacuWLfT48WM6cuQI2dnZ0S+//JLnMUlJSWRtbU2rV6/Os0xaWhrFx8cLn5CQEO4owpiC8nuBX5wNGjQo1w4ngwYNIqLcO4p8fr2KjY0lAHT58mVhm7+/P7Vv356MjIzI0NCQXFxcaMmSJUSU1fmiVatWZGZmRvr6+uTi4kIHDhzIN8bRo0cLnermz59PREQxMTE0YMAAMjExIX19ferYsSMFBQXlW8/n50JEdODAAdLT06PDhw9/NW4iooyMDJo3bx45ODiQtrY22djYkKenJz1+/JiI/tep5fDhw1S5cmXS0dGh7777jt69e5dvXIpQVkcRhZLa0aNHCQBpamoKHwAkEolIU1OTxGKxUFaRpNaiRQuaOnWqzLa///6b9PX1SSKR5Hlcu3btaPTo0XLHz70fGVNcSU1qTHly66mpbGrp/di2bVs8efJEZtuQIUPg7OyMGTNmFLg3YkpKSo5lvDU1NUFZSTfXY9LT0xEYGJjvM2DGGGPfFoWSmrGxMWrVqiWzzdDQEBYWFsL2mJgYBAcHIzQ0FEDWy0Qga0qa7J6LAwcORPny5bFs2TIAQLdu3bBmzRrUq1cPTZo0watXrzB37lx4eHgIiXLq1Kno1q0bKlasiMjISCxevBgJCQk5OpMwxhj7dil97scTJ05gyJAhwvfZPXDmz58vTAMTHBwsc2c2Z84ciEQizJkzBx8/foSVlRW6deuGJUuWCGU+fPiAvn37IioqClZWVnB1dcWtW7dgb2+v7FNgjDH2mcGDBwtjh4s7EeX1fK8USkhIgImJCeLj41GmTBl1h8MK4NSpU1izZg2srKxw4MABdYfzTUhLS8Pbt29RqVIl6OnpqTscVkrl9/+ZItdunvuRlSj29va4du0aDh48mOP9LmOMcVJjJUrt2rXh6ekJAFi4cGGeHYkYY98mTmqsxJk1axa0tLRw+PBhbNu2Td3hMMaKEU5qrMSpX78+Fi1aBAD48ccflTq7DWOsZOOkxkqk6dOno1u3bkhPT8f333+PyMhIdYfEGCsGOKmxEklDQwN///03nJyc8OHDB/Tq1UuuRRQZy/b5ytes9FD6ODXGioqJiQmOHTuGxo0b49q1axg3bhz+/PPPHLPT5CUwMBC3b99GQkICatSoAV1dXURHR6Nbt268Vl8pMHjwYMTFxeWZuMLCwmBmZqbSGBYsWIBjx47lmFSZqQ4nNVaiOTs7w8fHB927d8eWLVsQHx+PXbt2fXU81cOHD1GvXr0c2wcMGIAePXqoKFpWnJT0tRkzMzNl1n9jWfjxIyvxPDw8sHfvXmhra+PgwYPo1KkT4uLi8j3my1XZNTQ0YGtrCwcHBx4m8I34/PHju3fvIBKJcOTIEbRp0wYGBgaoU6cObt68KXOMn58f3NzcoK+vDzs7O0yYMAHJycm51r9z504sXLgQjx49gkgkgkgkws6dOwFkzarUvXt3GBkZoUyZMujduzciIiLyjDU7voMHD6J169bQ09ODj48PAGDHjh2oXr069PT04OzsjI0bN+Z6XMuWLaGvr49GjRohKCgId+7cQcOGDWFkZIROnTrh06dPwnFSqRS//PILKlSoAF1dXdStWxfnzp0T9jdt2lRmaTAA+PTpE7S1tXH58mUAQEZGBqZPn47y5cvD0NAQTZo0wZUrV/L/R1EG5c6zXLzxLP2l27///ktlypQhAFSzZk0KDg7OUUYikdCUKVOEZUju3btHYrGYpFKpGiIuGUrqLP2DBg2i7t2757kfuSw94+zsTKdOnaIXL16Ql5cX2dvbU2ZmJhERPX78mIyMjOi3336joKAgunHjBtWrV48GDx6ca/0pKSn0008/Uc2aNSksLIzCwsIoJSWFpFIp1atXj1q0aEF3796lW7duUf369alVq1Z5xpodn4ODAx0+fJjevHlDHz9+pL/++otsbW2FbYcPHyZzc3PauXNnjvM6d+4cPXv2jFxdXal+/frUunVrun79Ot2/f5+qVq0qs+LJmjVrqEyZMrRv3z56/vw5TZ8+nbS1tYUlcNatW0cVK1aU+b1Zt24dlS9fXlhZpV+/ftSsWTO6du0avXr1ilauXEm6urp5LqOjlqVnSjpOaqXfw4cPydbWlgCQjY0NjRs3jvbu3UtEROnp6dS9e3chodnZ2VGDBg1ow4YNnNTy8S0lta1btwr7AwICCAAFBgYSEdGAAQNo5MiRMnX4+vqShoZGnj+b+fPnU506dWS2XbhwgTQ1NWX+6Mpuy9/fP9d6suNbu3atzHY7Ozvh/+9sixYtoqZNm+Z5Xvv27SMA9O+//wrbli1bRk5OTsL35cqVk1lvjYioUaNGNHbsWCIiioyMJC0tLbp27Zqwv2nTpjRt2jQiInr16hWJRCL6+PGjTB1t27alWbNm5XqOall6hrHiLvuRUadOnRATE4MNGzZgw4YN+PnnnxEfH4+kpCShbEhICEJCQvDixQssWrQILi4uaNSoEVxdXdG5c2fuLPINcnFxEb62tbUFAERGRsLZ2Rn37t3Dq1evsGfPHqEMEUEqleLt27eoXr26XG0EBgbCzs4OdnZ2wrYaNWrA1NQUgYGBaNSoUZ7HNmzYUPj606dPCAkJwbBhw2Qep4vFYpiYmOR5XtbW1gCyZuf5fFv2sJiEhASEhoaiefPmMnU0b94cjx49AgBYWVmhffv22LNnD1q2bIm3b9/i5s2b2LRpEwDg/v37ICI4OjrK1JGeng4LC4t8fjqFx0mNlTr29vY4ePAg6tSpA21tbWRmZuLt27cAADc3N1y7dg06OjqoXLkyYmNjkZiYiPDwcISHh+PSpUuQSqWwtbVFjx494ODggL59+8pcgFjp9XnHC5FIBCDr/VL2f0eNGoUJEybkOK5ixYpyt0FEQt3ybP+coaGh8HV2XFu2bEGTJk1kyn35B1lu5/Xltuz6viyXV3ze3t6YOHEi1q1bh71796JmzZqoU6eOEJumpibu3buXIxYjI6N8z7GwOKmxUql27dpwd3dHREQEPDw80KhRI6SmpqJ58+awtLQUuv3v3bsX3t7e0NfXh4eHB548eYJnz54hLCxM+KtzxowZWLt2Ldq0aYNq1apBX19fnafG1KR+/foICAhA1apV5T5GR0cHEolEZluNGjUQHByMkJAQ4Y+lZ8+eIT4+Xu67PSDr7qp8+fJ48+YNvL295T7ua8qUKYNy5crh+vXrcHNzE7b7+fmhcePGwvc9evTAqFGjcO7cOezduxcDBgwQ9tWrVw8SiQSRkZFFvpAzJzVWauno6ODu3bv44Ycf0KlTp1zLtG3bFmXKlEFCQgI6duyI/fv3Izo6GjNnzkRgYCACAwMRExODSZMmCcc0atQIvr6+0JBI8ObkSUSeOQPy94fphAlwGTOmiM6OySM+Pj7HGDFzc3OF7qyyzZgxA66urhg3bhxGjBgBQ0NDBAYG4uLFi1i3bl2uxzg4OODt27d4+PAhKlSoAGNjY7Rr1w4uLi7w9vbG2rVrIRaLMXbsWLRq1Urm8aI8FixYgAkTJqBMmTLo3Lkz0tPTcffuXcTGxmLKlCkKn2O2adOmYf78+ahSpQrq1q2LHTt24OHDhzKPXg0NDdG9e3fMnTsXgYGB6Nevn7DP0dER3t7eGDhwIFavXo169eohKioK//33n/AHp8p89a1bKcIdRb4t7du3JwA0Y8aMfMuNGjVK6Dzy+ctzoqzOJb/++is1rF+fnADqD9BagO7q6lIKQPTZ5/L/v5wvbUpyR5Hsf9fPP4MGDSKi3DuKPHjwQDg+NjaWANDly5eFbf7+/tS+fXsyMjIiQ0NDcnFxydGh4nNpaWnUs2dPMjU1JQC0Y8cOIiJ6//49eXh4kKGhIRkbG1OvXr0oPDw8z3pyiy/bnj17qG7duqSjo0NmZmbk5uZGR44cyfO4y5cvEwCKjY0Vtu3YsYNMTEyE7yUSCS1cuJDKly9P2traVKdOHTp79myOtk+fPk0AyM3NLce+jIwMmjdvHjk4OJC2tjbZ2NiQp6cnPX78ONdzVFZHEV4klJVagwYNwu7duzFlyhSsXr06z3IXLlxAx44dYW1tjcaNG2PE8OGoZ26OkCNHkH7jBkyCglA5Lg4muRwbD+C1mRkSHB1hPnAgXMaOVdn5qAsvEsqKgrIWCeXHj6zUCggIAIBcZw75XF0bG+zy8kLK1atwvHgRLqdOwZIIFb4olwLglbExYqtUgVbTpijXvTvs27ZFfS3+NWKsuODfRlYqSSQS4V3K50kt7u1bvD5wAIn//Qe9p09RMTIS5SQSDPzi+AwArwwMEGVvD1HjxrDu2hWVu3aFC9+pyMpjNg2V+KznH2N54aTGSqWEhAToSiSoDyBs+nTEP32KcmFhcMjMRIMvykoBvNbVRbidHaT16sGyc2dU8fREDVPTog+8pFFx92wZ386bElYInNRYqZCekIDXR4/i09mz0Lh3D2Xfv0cCAE0AOHNGpux7LS18LFcOGS4uMOvQAVV69UI1GxtUU0fgjDGl4qTGShxxWhrenD6NiFOnQP7+sHz3DlVTUlAjl7IfAHywtUVazZow/u47VO7dG/ZVqsC+qIMurT6boYWx4oCTGivWSCrF+3//xcdjxyC+eROmr1+jakICHAE4flE2WiTCGwsLxFWtis337uFGZiaWbt+OIUOGqCP0b0MJeM8VHR2N6tWrw9/fHw4ODl8tLxKJcPToUaUuQdS6dWvUrVsXa9euBZA1fm3SpEky4x8Ly8vLC82aNSvU+LTSgJMaU6vr16+jUaNG0NHRAYgQducOgg8fRpqvL4yDglAlNhYORHD44rgEAK9NTRFftSp0WrSAnacnKrRoAQsNDdy9exdHGjcGATIzILBv07Jly9CtWzc4ODjg3bt3qFSpkrDP1NQUtWvXxqJFi9CqVSsARbN46J07d2SmvFKGefPmoU2bNhg+fPg3PWSJkxpTm6jAQGzo0gW10tLQytAQjvHxKCeVotwX5dIAvDQyQkylStB0dYWthwcqdeqEenl0pa9fvz5MTU3h6uqq8slTWfGWmpqKbdu24cwX71UvXbqEmjVrIjIyErNnz4a7uzuePn2KSpUqFcnioVZWVkqv08XFBQ4ODtizZw/GfMMz2/AioaxIxAcH48Hq1bjSuTNuVqiAD1pasKxRA/sSEvBzRgZaxMairFQKMYDn+vq45uSEa97eeL53LzSTk1E7MRGtHj9Gi7/+QpWuXaGRz9iwDx8+IC4uDmfPnkVKSkrRnSQrds6ePQstLS00bdpUZruFhQVsbGzg4uKCzZs3IyUlBRcuXACQ++Kh+/fvR7NmzaCnp4eaNWvmWOzy2bNncHd3h5GREaytrTFgwABERUXlGZeDg4PwKDK7za1bt8LT0xMGBgaoVq0aTpw4oXAbHh4e2Ldvn4I/pdKFkxpTupSoKDzZvBlXv/8eNypVwhtdXZjY26Pe1Klofe4cmn78iAoSCaQAAgH8DeBg8+Z4snkzMqOj4ZySArfnz+Hm4wPnvn2hbWAgd9tisRg//PADiAitW7dG5cqVFYpdIpHg+fPnePjwIRYvXozBgwcjKChIoTpY8XHt2rWvzqdo8P//f2VmZuZZZtq0afjpp5/w4MEDNGvWDB4eHoiOjgaQ9biyVatWqFu3Lu7evYtz584hIiICvXv3VijWhQsXonfv3nj8+DHc3d3h7e2NmJgYhdpo3Lgx/P39kZ6erlDbpQk/fmRK8WTzZsStWYOywcGokpaG2rmUCdHSwgcbG6TXrg2Tdu1QpXdv1Pj/Wcr3jhuH2n37FjqOM2fOwN7eHuHh4VizZg3OnTuH8PBwREVF4dq1a8jMzETt2rXRuHFjeHp6QiwW47///sPatWtx+fJlmQubmZkZ7O3tsXXrVqxYsaLQsbGi9+7dO5Qr9+UD7f9JTk7GrFmzoKmpKbxTy82PP/6Inj17AgA2bdqEc+fOYdu2bZg+fTo2bdqE+vXrY+nSpUL57du3w87ODkFBQTnWFMvL4MGD0ff/fweWLl2KdevWwd/fH506dZK7jfLlyyM9PR3h4eGwt/82+/hyUmNKkfDoEVp+dkcToaGBd1ZWSK1ZE4atWqFSr16wq14dn69K9vm0o/L0SpPH1q1bcfLkSQwbNgzz58/HyZMnc5Q5d+6c8LWZmRliY2NzlNHW1kbdunXh7u6OyZMnKyU2VvRSU1Nzna+yWbNm0NDQQEpKCmxtbbFz506ZRTO/9PnjSy0tLTRs2BCBgYEAgHv37uHy5cu5rhP2+vVruZPa5wt5GhoawtjYWFi4U942spdF+pYfu3NSY0ph7+2NK48eQa9FC9h7ecGmQQNY//+aZaGhobDM5a/lz5Pa5wsWFsa9e/cAZL1LCQ0NhaamJho1aoSIiAi0bt0aBgYG+PDhAy5cuIDU1FTExsbCwMAAzZo1Q7t27VCpUiVUrlwZNWrUEB5LsZLL0tIy1z9aDhw4IKw2XdDORJ8vItqtWzf8+uuvOcpkr54tjy9/Bz5fuFPeNrIfV6qiI0pJwUmNKUWF5s1R4cYNmW3v3r2Dp6cnPn78iIiIiBwr6f7222/C1/k9IpLXo0ePEBoamhVPhQpISUnBxo0bhUc6n0tKSsK+fftgaWmJdu3awdjYuNDts+KnXr168PHxybHdzs4OVapUkbueW7duCQtmisVi3Lt3Dz/++COArN62hw8fhoODA7RUNLm1vG08ffoUFSpUgKWlpUriKAm4owhTmbJly+Lx48f49OkTXr9+LbPv06dPmDVrFgDA09NTKUkt+72XhoYGmjdvjpcvX+aa0ICsJeVHjBgBT09PTmilWMeOHREQEJDr3ZoiNmzYgKNHj+L58+cYN24cYmNjMXToUADAuHHjEBMTg759+8Lf3x9v3rzBhQsXMHTo0ByrXheUvG34+vqiQ4cOSmmzpOKkxlTGwMAAtWrVAgDMnTtXZt8///yDzMxMGBoaYvfu3Upp7+PHjwCyHtXY2Nh803+tsiy1a9dGw4YNcfDgwULVs3z5cvz666+oU6cOfH19cfz4ceH/r3LlyuHGjRuQSCTo2LEjatWqhYkTJ8LExAQaGsq5xMrTRlpaGo4ePYoRI0Yopc0S66vLiJYivPJ10duzZw8BIA0NDYqMjBS2Z69K/f333yulnfj4eKpatSrVr18/zxWCWcGU1JWvs50+fZqqV69OEolE4WPzW3G6uFm/fj21b99e3WEUmLJWvuY7NaZS/fr1g6WlJaRSKTZt2gQACAoKEsZ+xcfHK6Udb29vvHr1Cvfv38f333+PunXrKqXebNkv7FnJ4+7ujlGjRgl38qWVtrY21q1bp+4w1I6TGlO57777DgAwf/589OvXD05OTnj//j0AoGXLlkpp49KlSwCAhg0b4sCBAwWqY8CAAXj37p3MthcvXsDd3R2jR49GeHh4YcNkajJx4kTY2dl9vWAJNnLkSDg5Oak7DLXj3o9MbkQEqVQKTU3NXPdLpVI8ffoUr169QvPmzWFtbQ0g6yX71atXERERIUzho6uri9mzZ2PmzJmFjis+Ph5paWkAgD/++EPhHmgBAQHYsmULfHx8IJVKsXPnTmhra2Pz5s0YN26c8CI+PT0du3btKnS8rORwcHCQGXrCij++U2P5IiJs374dzs7OMDMzw7///ptn2UWLFmHBggXo2bMnKlSogGHDhuH58+ewtLREYGAgevXqBQBwc3ODr68v5s2blzU7fyGlpqYKX8vTOUQikeDw4cPo0aMHqlSpglq1auH3338HkNXVX1tbG//99x9Gjx4NiUSCpk2b4vbt25zQGCsJlP62rxjjjiKKiY6OplGjRhEAAkAWFhYUGhqaZ/nk5GSqVasWmZqaCscAoGnTptGWLVvIyMiIAJCBgQFFR0crLc4dO3YIbZ0/fz7PcqGhoTR16lSysbGRiQ8AtWjRgnx8fCg9PZ3evn1LTk5OBIA8PDxkOhhERkbS2LFjydfXt0AdD0qi7Bf4ycnJ6g6FlWIpKSlK6SgiIvp27q0TEhJgYmKC+Pj4b3q9IXm8fPkSLVu2REREBACgVatW2LFjh8xaVPm5cuUKvLy8hElfAaBixYoIDg6Gj48PvL298z2eiHDixAm4u7t/dbaRJk2awN/fX/i+Xbt2mDNnDlq1agWJRILLly/j+PHjWL9+vVDG2NgYHTp0QOvWrdG6dWth6EFCQgJq166N4OBg6Ojo4NGjR3B2dgaQNejWxcUFgYGB0NPTw4MHD4R9pZlUKsXLly+hqakJKysr6Ojo5BhIz1hhEBE+ffqElJQUVKtWLccrDkWu3ZzUWA5hYWFo2LAhQkNDYWpqiuXLl2PIkCEKPyr8+PEjFixYgK1btwLIGhT9zz//wNPT86vHenl5wc/PD5MnT8a0adPyLPf8+XO4uLjkOsP6ggULcP/+fZklPKpUqYKpU6di4MCBOabBIiJ4eHjg1KlTsLCwwIkTJ9CsWTNh/+zZs7Fs2TJoaGjg7Nmz39Qg14yMDISFhX3Tcwoy1RKJRKhQoUKu81sqcu3mjiIsh5UrVwrzJt6+fVvuCVm/VL58eWzZsgW///47nJ2dERISAj8/P7mS2tSpU9G/f39Mnz4dQUFB2LJlS67lfv/9d2hpacHY2BhTp06FkZERFi9ejMjISCxYsEDo8WZqaoq+ffti/fr1eQ6I/fXXX3Hq1CkAWYPDP09oAIQ1tEaNGvVNJTQA0NHRQcWKFSEWi5U2SwZjn9PW1s6zE5pClPpQtJjjd2pfJxaLycTEhABQhw4dlFbvoUOHhPdXL168kOuY4cOHC8ecPXs21zLZ7+nc3NyEbampqTRr1ixq1qwZVa5cWajD0NCQ/Pz8ctQhlUqpb9++VKdOHQJAc+bMybWtunXrEgBasmSJXPEzxpSDB18zhWRmZmLlypV4+vQp9uzZIyxfMXXqVKW10blzZ+Hrv//+W65jNmzYIHy9cuXKXLtWZy8r8vndl56eHpYuXYobN27g4cOH+Pnnn1GuXDkkJyejWbNmcHJywrRp07B//34cPnxYWC2YiNCrVy8sWLAg13hMTU0BZD3yZIwVUypPscUI36nlbtKkSUIPwEaNGpGxsTGtX79eqW2cOnVKuGO6f/++3MctWLBAOG758uU59q9bt44AUMuWLfOtJyIiQpiaK6/PmDFj8q1jwIABBIDq1asnd/yMscLjOzWmkMmTJ8PQ0BDXr1/HnTt3kJiYKKzyqyyGhobC148ePZL7uPnz58Pd3R0AhPddn8ueQeHt27f51lO2bFlcuHABd+/exZQpU9CmTRuYm5ujbNmyaNGiBQ4cOICNGzfmW0fv3r0BAMHBwXLHzxgrWtxRhKFixYpYsmQJtm/fjsePHwNQ/sq5zZs3F74eMmQIzMzM0L17d7mOLV++PADg+vXrMtsjIiKEnpENGjSQq64GDRrIXfZLUVFRALISJGOseOI7NQYAGDt2LMRisfD9mzdvlFq/trY2Vq5cKXw/adIkuY8dPny48HV2130/Pz+4uLjg0aNHMDIykllwVFWye2B+/n6QMVa8cFJjALKSTp8+feDk5AQDAwO0aNFC6W1MnToV48aNA4AcEwfnp379+sLy9CNHjsSBAwewaNEiREZGoly5cjh79qzcg8ILKi4uDn5+fkIMjLHiiZNaMZSZmYmYmBgQUZFOpjplyhRER0cjJSUF586dU3r9b9++FXo0duvWTe7jtLS0sHnzZrRr1w7Pnz9Hnz59hPhGjx4tdwK+f/8+AgICFA8cwNOnTwFk9aws6Lg9xpjqcVJTUFBQELZv344nT56orI21a9eiWrVqmDt3bpGu42VoaIhhw4YByLsL/Ze2bt0qM0VVfj4/l7179yoUm6enJ2bPno20tDTY29sDAKpWrZpjgHQ2X19fjB8/Hv3790e3bt2gra2NBg0a4M8//1So3WzZbaalpeHOnTsFqoMxVgRU3RWzOFFGl/7PBwR37NiR9u/fr/SJbdu0aUMAaMiQIUqtVx4fP34kXV1dAkAnT57Mt+yLFy/I0NCQateuTWPHjqXXr1/nW/7ly5cEgLS0tCgtLa1A8d26dYsaNWpEAKh69eqUmZlJRFkDqLM9ePCAdHR0cu22P2rUqAK1S0RUoUIFAkAnTpwocB2MMcVxl34VISK8fPlSmHrp/Pnz6NOnD1q2bCms51VYPj4+uHz5MkQiESZMmKCUOhVRrlw5jB8/HsDX79bevn0LsViM4OBgbNy4EZ06dcr353Ds2DEAWRMDf/r0SeHYEhMT0a5dO9y5cwe6urqws7ODqakpRCIRdHV1YW1tjd69e8PV1RUZGRnQ1dVFq1at0Lt3b8ybNw/R0dEFvlMD/resTXYvSMZYMaTyFFuMKGvwtUQioVOnTtGUKVOEO4BBgwYVOr579+4J9Q0dOrTQ9RVUcHAwaWtrEwB68uRJvmX3799P3t7ewtRamzZtylEmMTGRpk2bJpxb9+7dZe6s5BUREZHv4OnPPxUrVqRPnz4p3EZ+su8Qt23bptR6GWP5U+TazUmtkP766y8CQPr6+oWq5+HDh+To6EgAyNTUlNLT05UUYcE0bdqUAND+/fvlKr948WICQFWqVMmxb/bs2UKycXd3J7FYXOC4WrZsSTY2NmRpaUlTp06lw4cP0969e+nq1at05MgR8vb2plWrVlFsbGyB28iLu7s7AaBevXopvW7GWN44qeVBFUnN399fuGB//m7tzZs3crUjkUjo999/F+rQ0dGhZ8+eKS2+ghoxYgQBoB49eshV/s2bN8I5/PfffzL7pk+fLuwr6Ls0oqx3eNl3hFu3bi1wPQW1YMECsrS0pIYNG1JcXFyRt8/Yt4qTWh5UkdSePn0qXLC7du1KwcHBNGrUKHJ2dqbJkyfne2xKSgoNHDhQ5rGZr6+v0mIrjICAANLQ0CAAdOrUqa+Wj4mJEc5h9+7dMvuio6OFzieHDh0qUDxSqZTatm1LAKhp06ZquZONiYmhSpUqEQDq169fkbfP2LeKk1oeVJHUpFIpjRo1SiYx1alTh7y9vcnKyirP41JTU6lFixbCMT169KDr168rLS5lyJ7ouEKFCvkmkczMTOrQoQMBICMjo1x/vtnvH5s3b16gWP7991/hTvbNmzcFqiPbgwcPKCUlpUDHbt++Xfg3K2wcjDH5cFLLgypn6T916hSZmpoKFzw9PT1q1KhRnh0i9u7dSwBIQ0ODDh48SAkJCXT37l0KDAyk06dP05gxY8jNzY3GjRtHd+/eLVDHisJKSUkha2vrfNczk0qlNGTIEOGc79y5k2u548ePEwDS1NTMs0xe7t27R1ZWVgSAxo0bp/B5ZEtJSaF9+/YJwyUK8jMNCwsT/o2Lw2Nixr4FnNTyoMqkdvToUQJANjY2Qu87AOTg4ECtWrUiR0dHWrRoEa1evZr+/PNP6tevn8x7tK/15qtatSodOXJE6WPivmbYsGEEIM9HqevWraPGjRuTmZkZHT16NN+6Pl/6JSYmRq72JRIJ1ahRQ1jypaD/dtlL1GR/bG1tKSkpSaE6UlNTqUmTJkIdjLGiwUktD6pMajt27CCRSCQ8rps6dWqOR5I1a9YkTU1NAkDly5fPkbgMDAxIJBKRsbExDRo0iH7++Wehx132x8XFhY4ePVpkd24//vgjAaBWrVrl2Pf5IOe1a9d+ta7nz58L57Fy5Uq52r98+bLwsyloj8bg4GCZn6GdnR09evRI7uPj4uLoypUrMnV8be01xpjycFLLg6oXCX348KFw0bt48SJ9/PiRlixZQl5eXjR48GDq27cv6evry1wcNTU1qV+/fnTz5k2SSCS53om9evWKRo4cSUZGRsJxnp6ehepJKI9jx44J7dnb21NUVJSwLzExURiC0K1bN7mT7MyZMwkAiUQiCg8P/2r5+fPnEwDq0qVLgc5h+/btVL16deE8fHx8FDp+69atOf74GDlyJGVkZBQoHsaY4jip5aEoVr7u378/NW7cON+/5N+8eUMdO3YULpKdOnWSq+6IiAiaNm0aaWlpyX13VBgLFy6UuZi3b99eGGM2aNAg4Y7z82T3Nb6+vgRkTZUlz+DoefPmEQBq1qyZwvF/PqUZANq1a5fcx0okElq/fr3M8Xp6enT69GmF42CMFQ4ntTwURVKrV68eNW7cmDZu3JhvOalUSmvXrhUumIr0xhs6dCgBIENDQ4qMjCxsyHl6+PAh2dvbk7a2ttAlf/HixbR7926hk8vVq1cVqvPSpUsEgJycnOQq7+Pjk+dQgfykpqbKJKTAwEC5jktLS6MjR44I7/GyP+vWrVNLZx3GGCe1PBVFUsue9NbNze2rZcViMZUtW5YA0IYNG+Ru4+nTp8I0VgW5g5FXWlqaMFZtzZo1Qpf9WrVqEQBauHChwnXev39fuOtJTk7+avnY2FihV6m9vb3c7ezYsUPhhJZ9F/nl5+3bt3K3yxhTPp7QWE3+++8/fPjwAQAQExPz1fKampoYO3YsAGDZsmVISEj46jFEhPDwcHh4eADIWgF6+vTpyMzMRFRUFBYuXAhvb28sXLgQERERhTgbQFdXF1WqVAEAlC9fHuXLl0dSUhKCgoKgoaFRoAmXLSwsAGQt4ZK9Rll+TE1NsWzZMgDA+/fvkZiY+NVjgoKCMGTIEOF7eRYQjY6Ohru7u8y2ihUrIjY2Fg4ODl89njFWTKg+xxYfqrpTS09Pp59++knoCeji4kKvXr2S69h3796RoaEhASAPD498H3G9e/eO2rVrJ3MXkT2O7MtPdk/ML+8A09LSKDExke7duyfX8IDJkycTANLW1qalS5fKtKFol3gioiNHjgjHZy8b8zWenp7CMe/evcuzXGhoKC1YsECmM86BAwe+Wn9AQADZ2toKx0yePJlCQ0NV3hGHMSYffvyYB1Ultc8v1ADI399foeMvXrwoPE7cvHlzrmVGjhwp04aNjQ15enpS7dq1c01qAISLu7m5OdWtW5fKli0rPE4EQJ07d/7qdFNRUVHUoEEDAkBly5alLVu2kIuLC1lbWxfoHdP+/fuF9kePHi3XHIqLFi0SjomKiqLOnTuTvr4+ValShby8vMjHx4cyMzNlkp++vj7dv3//q3XfvXtX6FVauXJlhf/tGGOqx0ktD6pKap8+faKqVavKJJQRI0YoND9h9pRU9erVEzqNSCQSunv3rrAv+7NgwQKZhBIWFkYHDhyg27dvU2hoaJ5JLrePiYkJ+fn55RtbcnKy0HFi4sSJwrEFmX/xyw4cZmZm9Pjx43yPyZ6aqnLlyjLd8z//fPfdd8LXpqamFBoa+tVYEhIShEHyderUoXPnzlGfPn2oY8eOch3PGCsanNTyoMqOIjExMTRjxgyZsWS5DVjOy+3bt4XjXF1d6dy5c9SrVy/hrkNTU1OuGTW6dOki1LN+/XoyMzMjIGtGkgEDBtC8efNo5cqVwt0X/r/TxqpVqygxMTHPejdu3EhAVld8kUhE5cuXV6hzy+dSUlKoWbNmQvvt27fPt/zn68wBIF1dXbp69SotXLhQuFP9/A5Unmm4MjMzqXXr1gRk9SKtVq2aTBs1a9aU+/EoY0y1OKnloSh6PyYkJMjcTSjyOOuPP/4Qus5/+fn555+/+rhvzpw5QvnshJOZmUkJCQm5ln/37h01b95c5g5n/vz5ufZKFIvF1KdPH5l3dg4ODpSamir3+X3u8zs2Dw+PPMscPHiQrl+/Tp6enmRkZERaWlo5xoqNHDlS+Jnr6urKNfPI4cOHhWVsPv9UrVqVjh49qtKhEowxxXBSy0NRJDWirMd12RdJc3NzuR/TZa+s/OVn+/btX01oJ0+eFMqPHz9e7ljFYjFt2bJF5vFphQoV6J9//snRkUQqldKpU6do5cqVQgeVPXv2yN3W586fPy+09/Tp01zLDBgwgADQb7/9Jvxsli1blqOcVCoVhhwAoH379n21/V27dglJcPr06bR161by8/Mr8rk1GWNfx0ktD0WV1IiI/Pz8hEeRNWvWzHesU1hYGI0ZM0a4KA8dOpTmzp1LHh4ecs1gkT0/IiD/op5fkkgkdODAAeEdEwCqXr063bhxI9fy2bN1LFiwoEDtZU8/1bRp0zzLZHeO6dmzp8zsHosWLcq1fPb+OXPm5Nt2XFyc0NuxoEvhMMaKDie1PBRlUiP63+NACwsLMjMzo/Pnzwv7JBIJ/fPPP+Ts7CxzVzZ48GCF2khKSpKZ5V/egcZ5SUlJoTlz5ggJ2cnJKde7xOwFO1esWFGgdrITsYODQ55lsu/UJk+eTBKJRHjvpaurm2v57MeJderUER6hXr16lfr160c//PAD9ezZU+adY2GSMmOs6HBSy0NRJrWAgAAhMWTPiKGtrU27du2i6OhomjVrVo7HjP3796ewsDCF2lmwYIFwvDIXGX3//r2QLI8fPy6zLzAwUHivltejw6/JnllER0cnzzLZy/PMmDGDiIiuX78unGtu48+y54nM/pQpUybXx7lA1pyVe/bs4amvGCsBOKnloaiS2sOHD4WlZRo0aEDBwcHk4eGR68XVzs6OXF1d6f379wVqK/vupWvXrko+i/+tVq2hoUEjRowQto8dOzbfDh7yuHPnDgGgcuXK5VnG1dVV5j2aVCqlESNGEAAaNGhQjvLx8fE5ejF+3gFk8ODB5OXlRQcOHJBrii7GWPHASS0PRZHUXrx4ISwUamFhIYx3ysjIoP79+wuPz0QiES1atKhQdwovXrwQLtoPHjxQ0hn8T1xcnMxqAvv37yexWCyc37lz5wpc94ULFwgAValSJdf9YrFYaPfzSZPHjx9PAKhfv365HieRSOj58+e0Zs0aGjlyJE2bNk2u1QAYY8WXItduLTCluXjxIjw9PZGcnAwjIyNcv34dtra2AABtbW10794dPj4+SE9Px+bNmzFy5MgCt5WQkICWLVsCAFq0aIG6desq4xRkmJiY4Ny5cxg2bBi2b9+O8ePHQyKRIDw8HKampmjdunWB63758iUAoHbt2rnu19DQgIaGBqRSKT59+gQAyMjIwL///vvV45ycnODk5FTg2BhjJRdPaKwku3fvRufOnZGcnAxHR0fcuHEDzs7Owv60tDT88ssvAID27dtj+PDhhWpv5MiRiIyMBAChXlVZuXIlTE1N8enTJ2zbtg0A0LBhQ+jq6haovqSkJJw7dw4AUK5cuVzLiEQiWFlZAQAMDQ2RkpKC/v3749mzZ7CwsMCAAQMK1DZjrJQrzC1h9gS3EydOFLYdPnyYOnToQBYWFgo9Fvvtt9/I0dGR9PT0qEKFCjRp0qQcA3s3bNhADg4OpKurS/Xr16dr164pFK+qHj8GBwcLj8r69OmTY2YOsVhMnTp1EjpGvHnzplDtfb7G2D///FOouvISFBREvXv3pvr169Py5ctJT09PeHSK/39XWBAZGRnUsmVLIf6LFy/mWTZ71pNVq1aRu7u70Dll7969BT0txlgJVCTv1Pz9/cnBwYFcXFxkktru3btp4cKFtGXLFrmTmo+PD+nq6tKePXvo7du3dP78ebK1taVJkyYJZfbv30/a2tq0ZcsWevbsGU2cOJEMDQ0V6mChqqR2+PBhArLmUfzyHVl4eDi1adNGuIgfOnSo0O0lJyeTnZ0d1axZUyW99/bu3Zujo4WmpqbQizO7V+SCBQsUWvU6MzOTvLy8CMhal23Tpk35ls/u/Vi/fn0hoZ46daqwp8cYK2FUntQSExOpWrVqdPHiRWrVqpVMUsv29u1buZPauHHj6LvvvpPZNmXKFGrRooXwfePGjWn06NEyZZydnWnmzJlyx62qpHbz5k0CsuZo/Hx6pbCwMKpSpYrQnX///v1Ka1Oe2e0LYtOmTTKDr7dv306PHj2ixMREmjFjBmloaAgrCrRp04aaNGki9+S/2eP2NDQ05Eru2QO8jY2NCQBNmDChsKfHGCuBVJ7UBg4cKNxFKSOp7du3j0xMTOj27dtERPT69WtydnYWunKnp6eTpqYmHTlyROa4CRMm5LvCdFpaGsXHxwufkJAQlSQ1iURCgwYNoo0bN9LLly+JKOuRY/v27YUBxl+bCV+dpFIpbdmyRZiKys7Ojtq2bUtisThH2czMTEpLS6OzZ88K8y02b978q3eMiYmJwrpxixcvliuulStXCiuJ6+rqUlBQUIHOjzFWsqm09+P+/ftx//593LlzR9FD89SnTx98+vQJLVq0ABFBLBZjzJgxmDlzJgAgKioKEokE1tbWMsdZW1sjPDw8z3qXLVuGhQsXKi3OvGhoaGDHjh0QiURISUnB+fPn8fvvv+PixYvQ0NDAP//8gwYNGqg8js8FBwfj2bNnSE9Ph66uLsqWLQttbW0YGhoCACQSCR49eoQDBw5ALBbj2LFjwrEhISGwtLSEpqZmjnq1tLSgpaWFTp06wdHREa6urrhx4wZev36NqlWr5hnPr7/+iuTkZNjY2GDEiBFynYOfnx8yMjIAADNnzkS1atUU+AkUTykpKTAwMFB3GIyVWgoltZCQEEycOBEXLlyAnp6e0oK4cuUKlixZgo0bN6JJkyZ49eoVJk6cCFtbW8ydO1coJxKJZI4johzbPjdr1ixMmTJF+D4hIQF2dnZKi/tz2XHMnj0bv//+O+zt7aGhoYG///67yBJaVFQUNm7ciL179+LFixcKHaulpYWZM2ciJSUFa9asgbm5+VePcXBwgIGBAezt7aGtrZ1nOSLCb7/9BgD4448/ULZsWbliql27No4ePYoyZcpg0KBB8p1IMSWRSLB27VoEBQVh+fLlMDMzU3dIjJVOitwCHj16VOg0kP3B//dI09TUlHlcpcjjxxYtWtDUqVNltv3999+kr69PEomkwI8fv1QUg68/fPggdKj4fBYOVTt37pzwriv736hs2bJUvnx5cnBwIFtbWzI3NycDAwOZDiBaWlrUq1cv4dGvIrFLpVKhfH4DsQMCAoT2Pnz4INf5SKVSoQftzp075fshFGOZmZlUs2ZNAkCjRo3i6bkYU4Ai126Fxqm1bdsWT548wcOHD4VPw4YN4e3tjYcPH+b6uEoeKSkp0NCQDUVTUxOU9c4POjo6aNCgAS5evChT5uLFi2jWrFmB2lSV8uXLo3379gCA8+fPC4/PVK1Zs2b48OEDpk2bhm3btuHTp0+IiIjAhw8f8PbtW4SGhiI6OhrJyckgIkilUhARMjMzcfDgQTRu3BgAEBcXBwAYPXr0V9sUiUQYPHgwAGDDhg15lvv8Z/Dlv3NeXr9+jejoaABA9+7d5TqmONPS0sJPP/0EANi8eTOOHz+u5ogYK6UKm0G/7CgSHR1NDx48oNOnTwtTKz148EBmot4BAwbI9FqcP38+GRsb0759++jNmzd04cIFqlKlCvXu3Vsok92lf9u2bfTs2TOaNGkSGRoa0rt37+SOtajmfvzw4YNwZ1LQ9cbU4f3790LcSUlJch3z8OFDqlmzJnXp0oUyMjJk9qWmptKBAweEcWlOTk5yrSbt7+9P9vb2BHx9VeySpm/fvgRkrTzAGJNPkc79+GVS27FjR64Tys6fP1/mmM8npM3MzKQFCxZQlSpVSE9Pj+zs7Gjs2LE5VjDesGED2dvbk46ODtWvX19mTkB5FOUs/dmPmkrS0iazZ88WZreXl1QqFbrcf7nKt1gsFsaaAaC//vor37oePnxIrVq1IpFIJExCXNiB6soWFhZGK1euLPCK3927dycAtHz5ciVHxljpxRMa56Eok9rp06dp/vz5Cs96ok7lypUjADKD3uWRvUZZw4YNc9ytZa8w7eDgkG8ikEgkQvd9/P/MLF/+UVMQ9+/fL3Qd2SIjI0lfX58AULdu3eRe0TxbSkqKMCNLcR7iwVhxo7J3akx+7u7uWLBggTDpcFEhInz69AlnzpzBrVu38OTJE6xbtw7+/v6Ij4+HWCyGRCJBZGQk3rx5g9jYWKSlpWHv3r2Ii4uDmZmZwj1bN2zYAHNzc9y9exeHDx+W2RcVFQUgq/dffvVmZmbiw4cPAIDLly9j3759MDU1Vezkv3DixAl06dIFRFSoerJZWVlh9+7d0NTUxMmTJ/N9j5ibW7duIT09Hebm5mjYsKFSYmKMyeJZ+kuoxMREPHr0CB8+fMCrV69w7do1JCYm4v79+4XqnKKvr69wUrO3t8fo0aOxdOlSHDhwAH369BH2rV+/HgC+mqC2bNkifJ3f8AB5ERFWrlyJlJQU+Pn5oXnz5oWuEwC8vLwwa9YsLF68GFOmTEGHDh1Qs2ZNuY49dOgQAKBOnTpKOUfGWC5UfdtYnBTl40dVSExMpEmTJtEff/yR63vL3D7m5uZUtWpVYb5G/P8QjNzKZi+wWZD3gI8fPxamwLp48SINGjSI9uzZI9S9b9++PI+9ePGiMNRg5syZSununj33qI6ODj158qTQ9X3u48ePMj9Deabvyv5/D0CuM/AwxvLG79TyUJKT2qVLl4R5JOvUqSPMidikSRPy8PCgiRMn0tq1a+nIkSMUFRWVay/D5ORkio6OpuTkZMrMzCSpVEqJiYl069YtSk1Npa5duxIAmj17doFizE6KdevWpZo1a5K2tjaZmZlRw4YN8zzm/v37wnuqqlWrKuXfZs+ePaSlpUUAcswXqix//vmn0BlIJBJRr1698k3GW7duFZJaQECASmJirLTipJaHkpjUUlJS6LvvvhMuiLa2tvTTTz9RYGCg0ttasGABAaCOHTsW6Phhw4YRAPrhhx+EeSRFIhGtXr2aJBJJjvKnTp0SBli3a9eOkpOTC3sKRERUo0YNArJW1Vb1v3XPnj1p6NChZG5uTufPn8+1zJ07d4R/PxcXF4U7mDD2reOkloeSmNS2b99OlpaWpKGhQQMHDqTo6GiVtTVhwgQCQB06dCjQ8X5+fsLFu2vXrrRy5UoyNjYmPT09+u2332TKpqamyjz6VOaqA9l1bt68WWl15mf48OFkbW1NVatWzfGoUyqVUq1atYQ70ZSUlCKJibHSRKUTGrOiZWlpCWtra/j6+sqspK0Kr1+/BpA152JBNG3aFPPmzcMvv/yCU6dO4dmzZ+jatSuuXLmCqVOnwsLCAiEhIQgKCsL169eF4xYuXAgTExOlnMOBAweEr3v06KGUOr/mp59+wsmTJ/Hq1St069YNb968EeYCXbJkCZ4+fSp8ra+vXyQxMfbNKoIkW2yUxDu1opwj0NnZ+audOnITFxdHs2bNoo8fPxJR1uO28uXLy8xDCYBatGhBZmZmwnYbGxtatWqV0h7H3b59m0xMTAgATZs2TSl1yuvz+S0vXbpEREQHDhwQtrVt27ZI42GsNOHHj3koiUmtKISFhdGSJUuEC3BwcLBCxz958oSArNWsX716RURZP+sVK1ZQ7dq1hcTWqlUrqlixIlWsWJEAKPW94J49e4Qeic2bN5drOi5l09PTIyBrdfO3b98KydzQ0JBiYmKKPB7GSgtOanngpCbrzZs3NH36dOFiDIC6dOmicD3v37+nSpUqEQDy9PSU2RcbG0sNGzYkADRo0CDy8fEhJycn0tfXp8TExEKfg1gsplmzZlHZsmWpdevW1K1bN7UlkOxOL6amptSmTRvhZyrvygSMsdxxUssDJzVZ2UMEAFCNGjVo9erVBe7I8OTJE6EbvZeXl8wUV3/++ScBIHt7e2ratClVqVKFhg4dWuj4MzMzqXXr1gSAevToQb///nuuvSyLyqJFi2Q6vxgaGtLAgQPVFg9jpQUntTxwUpPl5uZGlStXpr179yrl3d2aNWuER4CVK1emU6dOkVQqpQ8fPggJDwBZWlrS1q1bC93e+vXrhTp37dpV6PqUwc/Pjzw9Pcna2poAUJs2bdQdEmMlHie1PHBSU70bN24IF/Ts91uhoaE0ffp0AiA8oivsnVpoaCiVLVuWANCKFSuUFL1ypKSkCMldkUVsGWO54wmNmdo0a9YMT548wQ8//AAtLS3cuHED5cqVw4oVKwBAWPjz6tWrSEpKKnA706ZNQ2RkJGrVqoUff/xRKbErQ3h4OAwMDIRJlHv37q3miBj7tnBSY0pnZWWF/fv349GjR7muTG5mZoaPHz/C3NwcgwcPxtu3bxWqPyQkBCdPngQArFmzpliM/YqOjsahQ4dQr149Ydvs2bMxduxYNUbF2LdHRKSkdTlKgISEBJiYmCA+Ph5lypRRdzjfjKCgIMTFxcHAwABPnjzB1atXceHCBSGZ6erqYtq0aZg5cyYMDQ0hkUiQmpoKDQ0NGBgYyNSVnJyMXr164ezZs6hevTqePn0KDQ31/W0mkUiwatUqzJ07F5qamkhLS4NIJMLff/8Nb29vtcXFWGmiyLWbkxpTCyKCv78/Zs+ejf/++w8AUKlSJezduxcaGhpo0qQJ7O3t8e7dO+GYmJgY1KlTBx8+fICmpiZu376NBg0aqOkMsowfP15YXsfFxQWPHz+Grq4u7t69i1q1aqk1NsZKC0Wu3fz4kamFSCRCkyZNcOnSJRw5cgQVK1bE27dv0aJFC+zbtw/t27dHpUqVZI5ZsWKFsJDooUOHvprQnj59iq5du0JfXx9WVlbC+zxlSU5Oxvbt2wEAGzduxIMHD+Dm5ob09HTMnDlTqW0xxuSk0i4rxQz3fiy+4uLiqHfv3kKvyTJlypC1tbVMmT/++IMqVqxIXl5eX63vv//+k1lDDgBFRkYqNebx48cTAKpUqZIwJOLYsWNCeytXrlTKAHPGvnXc+5GVOCYmJti/fz8WLlwIAEhKSkLZsmVlylSuXBleXl548OBBvnWlp6djyJAhyMjIQMuWLXH79m1cu3YNxsbGSolVLBbjt99+w7p16wAAq1evFiYwdnd3h5ubG4CsHpqurq5ISUlRSruMMTkUQZItNvhOTXG7du0iGxsbYSLiMmXKEAAyMTEhR0dH6tixI7Vp04Z69uxJCxYsoNOnT1NSUlKB2xOLxcLckI0bN5YZFB4QEEBWVlYEgD59+pRnHcePHxcmTE5ISChwLF+Kioqi9evXk5GRkXA3tmzZshzlpFIprVq1irS1tQkA9evXj65fv66W+SgZKw148HUeOKl9nVQqpSlTplCvXr2oe/fuMo/v5P3o6OjQ999/T1evXi1QDCNGjBAGavv7+wvbT548ST/88APVrFmTbt26lefx8+bNIwDUvXv3ArWfG7FYTAMGDCBzc3Mhqc+aNSvfmVh8fHyEn0n16tUJyFqt/NChQ0qLi7FvAa+nxgpMJBLBx8cHkZGRwrZhw4Zh0KBBePPmDVJTU2FtbQ1LS0sEBwfj7du3MDQ0RHx8PB4+fIg7d+4gNDQUR44cwZEjR1CvXj14e3tj3Lhx0NPTkyuGunXrAgDi4+Nx9OhRNGrUCA8ePECvXr2QlpaGLl26oFGjRnke/+zZMwAocM/I2NhYTJ8+HfXr10d8fDzOnj2La9euCfvbtm2L8+fPQ1NTM996+vXrh6SkJOzevRuJiYkAgMTERGhraxcoLsaYHIogyRYbfKf2dZmZmeTt7U0//PADVa5cmaZPn67QYzOpVEr+/v40dOhQmbs3ExMTGjhwIJ08eZLev3+fbx2fPn0SVg6oUaMGpaamUv369QkA1atX76vrr3Xs2LHAa6rdvHmTbG1tCQBVqFCBZs6cKXMe9evXF9aNU0R6ejpFRETQy5cvlfpIlLFvAT9+zAMntaIVFhZGf/75JxkaGuZ4RGlhYUHDhg2jjIyMXI/t2bMnaWlpUePGjalfv37CrPfZ67Xlp1atWgSAFi9enGeZT58+kY+PD50+fZqkUilJJBJauHChTIzlypWjOnXqUIUKFcjCwoJ8fX0L/LNgjBUcJ7U8cFJTj/j4eNq9ezd1795d6DwBgNq1a0cLFy7M9ZgnT56QpqamzOz+ixYtkqu97IVJ169fT0REiYmJlJycLFOmefPmeb4TNDY2lrstxpjqKXLt5hlFWJFLTk7Grl27hPdsr169Qvny5XOUa9SoEe7evSt8LxaLv/oeKyUlBYaGhgCA/fv3Y9OmTbh69Sp0dHTg4eEBTU1N3Lp1C+/fv8/1eA8PDxw9elStU28xxmTxNFl54KRWfBARWrVqBV9fX4wcORKbN2/OUaZ///7Ys2eP8H1wcDDs7OxyrU8sFuPdu3e4cuUKRowYIVcM06ZNw+TJk/H06VN8+vQJ9erVQ/Xq1Qt2QowxleGklgdOasXLjRs30KJFC4hEIvj5+cHV1VXY9+HDB1SqVAlisRiGhoZITk7GX3/9lSNhvXjxAps2bcLZs2cRFBQkbLewsEB0dDS6desGb29v3L17FwEBAahRowZ0dHTQsWNHtGrVqsjOlTFWcIpcu7lLP1MbV1dXmJmZAch67Hf16lXhTunixYsQi8WoUaMGOnTogLVr1+LEiRMySY2IMGXKFJw5cwa1a9cWtpuYmGDp0qVo3bo1HB0dAQA//PBDEZ4ZY0xdOKkxtVm1ahViY2Ph5OSEFy9eYPbs2ahcuTKWLFkiTGYcGBiIAQMGAABOnTqF48ePIz09HadPn8aDBw+gq6sLW1tb/PLLL2jdujWMjY2/+t6NMVZ6cVJjapM9SNrZ2RnW1tbw9/fHsWPHcPHiRSxduhSDBg3Crl27sGjRIuGYHj16yNRhYmKC06dPo3nz5kUZOmOsmOIuXkxtspeRad68Oa5evYodO3bAwsICiYmJ6NatG6ytrVG2bFmkpKTAyMgImpqasLKyQrNmzTBs2DBcvnwZ4eHhJT6hZWZm4uHDh8KsI4yxguOkxtTi6tWruHz5MoCsaacAoEOHDnj06BGmT58OIGv9tOx3bCkpKZBIJIiNjcWGDRuwdetWtG7dWu6pt4obiUSCtLQ07NixA5UrV0a9evVQsWJFYcFUxljBcFJjRe7x48fo0qULiAh9+vRB/fr1hX3ly5fH6NGjMWvWLIhEIsTExAAApFIpXF1dIRaLsXLlSnWFXiARERHo2LEjDA0N0a5dO1SsWBHa2towMjLC0KFDhTvWuLg49OrVS2aeScaYYjipsULZs2cPRCIRTE1NIRKJoKWlBUdHR5w/fz7X8kFBQWjbti2Sk5PRtGlTbNu2LUcZkUiEpUuXIigoCOXKlRPGpt26dQsmJiaIjY1V6Tkp06dPn1C9enVcuHABKSkp+PfffxESEgIigkQigampKZYuXYqwsDA0atQIMTExcHd3R3BwsLpDZ6xkUtm8JsUQT5OlXPv37893CRonJyeaN2+ezHyNrVu3JgCkoaFBsbGxcrXzxx9/kKGhIenq6pK2tjZpaWnRunXrVHRWypGenk4+Pj5UuXJl4efRpk0bWrJkCR0/fpw+fPhAYWFhMkvXJCYm0r59++jatWtqjJyx4ofnfswDJzXlEIvFNG3aNOFiXaFCBdq3bx89fPiQXr9+TaNGjSKRSCSzvtqPP/5InTt3FhLa7du3FWpTKpVSRkYG9e3bV6j37NmzKjrDgpNKpfT7779T2bJlhTjt7e3p3r176g6NsRKLk1oeOKkV3ps3b6hPnz7CBXv48OE5JgsmIoqIiKCdO3dSmzZtctzBjR49usDtS6VSGjt2LAGgKlWqUFpaWmFOR6lCQkJo5cqVMrP8L168WO47UsZY7jip5YGTWuGJxWLy9vYmAOTl5ZXn0jGfO378OOnq6pKlpSWdP39ernYCAgLyTFgJCQlC4jh16pRC8atCRkYGTZ8+XSZx9+vXT6F16BhjeeNZ+vPAcz8qR2JiIlJSUmBtbS33MampqRCJRHJ1wY+NjcWYMWNw/fp1+Pv7o1y5csK+jIwMzJkzR+gB+fjxY5kpsooSEaFdu3Yy3fC1tbUxdepULFy4kFe4ZkxJeO5HplLGxsYwNjZW6Bh9fX25y96/fx8HDhyApaWlTEJLTU1F9+7d4evrK0yPVbVqVYXiUJawsDCZ2ICscXU//fQTL1vDmBrxbx8rVqRSKX777TcAQOPGjWX2TZ06FRcvXgQApKen4927dyhXrhz27t1bpDESkcyKAiYmJoiIiMC0adM4oTGmZvwbyIqVFStW4PTp09DS0sLs2bOF7WfOnMHGjRsBAMePH8eZM2dgZWWFuLg4eHt7Q0dHBz4+PoiKisqzbqlUqpQYr169Kowjmz9/PmJjY1G2bFml1M0YKyQVv98rVrijSPEWHR1NWlpaBIA2btwobH///j1VqFCBANCECROE7ZmZmTRixAiZDhqamprk6upK48aNI19fXwoODqbMzEwKCwujsWPH0rx58woV482bN8nGxoYMDAyoe/fuhaqLMSYf7v2YB05qxdv9+/fJwsKC2rVrRx8/fiQiopMnT5KFhYUw3isxMTHHcf7+/uTl5UVVq1bNdRC4rq6u8LWFhUWBYnv//j15enoSAHJzcyM7Ozt69OhRoc6XMSYfRa7d3FGEFRtOTk4wNjZGQkICPD094erqij/++AMAUL9+fRw9ehRGRkY5jmvUqBEOHToEAPj48SM2bdqEu3fv4tKlSyAipKenC2Xr1q2rcFypqanw8PDAo0ePAGRN4/Xw4UOYm5sX4CwZY6rEXfpZsXLr1i20a9cOqampwjuwSZMmYfny5dDV1VWoLolEApFIhFWrVuHs2bPw8vLCwIEDFe65uWrVKkybNg1mZmbYsmULevbsqdDxjLHCUeTazUmNFSuJiYlwdHQUEtimTZvQuXNntcYkEokAZCXX7J6ZhZWeno6HDx/C3t4eNjY2SqmTsdJKkWs3935kxcoff/yB8PBwSCQS3Lt3T+0JDchamRuAsFpAYaWmpqJx48ZwdXWFra0tbG1ti3xYAmOlFb9TY8XC+/fvERISgjt37gAARo4cCQsLCzVHlfUX4tu3bwHkHDdXUCtWrMDjx48BAA0bNoSlpSXi4+OVUjdj3zq+U2NqdejQIbi4uMDBwQEtW7bEiRMnAGRd7NUpIiICP//8M+zt7aGjo4NWrVqhTp06Sql7zZo1AIAtW7bg33//Rc+ePTFs2DCl1M3Yt47v1JhaBAQEYPz48bh8+bKwTUdHBwYGBihTpgwcHBzUEtfLly+xevVq7Ny5U+g16ejoiI0bNyrcwSQ3vr6+SEhIAAB069YNZcqUwfDhwwtdL2MsC9+psSJDRELSqFu3rkxCe/nyJVJSUlC1alUEBwfDzc0Nfn5+RRrfokWL4OjoiM2bNyM9PR1NmjTBkSNHEBgYiBo1aiiljRUrVgAAWrdurdCE0Iwx+XBSY0UiLi4OO3fuhKOjI6ZOnQoLCwu0bt0ad+7cQVpaGqpWrQpNTU2cOnUK9evXR1RUFFq2bIn+/fvjyJEjuHfvHmJjY1UW34QJE3D69GkAQNeuXXHt2jXcvHkTnp6eSpvPMTIyEpcuXQIA/PTTT0qpkzEmi7v0M5WSSCS4du0axo4di/fv30MsFqNRo0bo168fhg0blutSNElJSRg1ahT27t0LGxsbhIeHA8jqWt+1a1d4eXnB0NAQmZmZaNSoEapUqVKg2N69e4c+ffrgu+++w7JlywAAbm5uuHr1asFP+AsZGRk4fPgwli5dCisrK1y+fBmVKlXCy5cvoampqbR2GCvNFLp2q3Bmk2KHp8kqGhkZGeTr60tjx44lS0tLmSmrTp8+LXc9x44do4oVKxIAYU7ILz96enr0+PFjhWN88+YNaWhoCNNvAaBWrVpRZGSkwnXl5fnz51SlShVq3LgxWVlZUZs2bahKlSr04sULpbXB2LeA537MAyc11ZJKpTR48GAyMjLKkXz69etHYWFhCtf58OFDMjU1FerR19enKlWqUM2aNcnW1pYA0OjRo+WuLzIykrZu3UpmZmZCnU2aNKFbt26RVCpVOL78NG3aVGhj7ty5dP/+fblWCmeMyeKklgdOaqq1fv164SJuZmZGHh4etGPHDkpOTi5Uvbdv36aGDRuSSCSSmaS4b9++BIAcHR2/WodYLKZTp06RiYmJUIelpSX9999/hYotL+fPnxfamTp1qkraYOxboci1m9+pMaV5/fo1nJ2dMW/ePMyePVvp74zevHmDnTt34vHjx/jw4QNiYmKEgdHv379HxYoVcz1u3759WL58uTDg2c7ODj179sScOXNUNsB7wIAB8PHxAZC1jlv2VFuMMcUpcu3mcWpMaapUqYJXr17B3t5eJfVXrlwZv/zyCwBg165dGDx4sLDv999/x+rVq2XKExFmzZqFX3/9FQCgoaGBESNGYMWKFSr/o6ZChQrC15zQGCs63KWfKZWqEtqX+vfvj59//hlOTk4AgM2bNyMuLk6mzJ9//okLFy4AAExNTREREYE///xT5Qnt9evX2Lp1KwBg/PjxKm2LMSaLkxorkTQ1NTFv3jwsXrwY2traSE5OxubNm4X9Z86cwa1bt/DkyROMHj0at27dgqWlpUpiSUpKwsGDB3HixAlcu3YNderUQVRUFKysrDBu3DiVtMkYyx0/fmQllo6ODlJSUlCpUiUEBQXh7NmzmDRpEnR1dTF9+nQEBASgefPm2Lhxo0ofAXp4eAizo7i5ucHFxQWZmZk4ePAgKlWqpLJ2GWM58Z0aK9EGDBiAwYMHQyQS4erVq0LnjIyMDABASEgI7t69q9IYslcWAIBr165BKpXiwoULnNAYUwNOaqxEE4lEmDlzJmbPng0A+PXXXyGRSDBz5kwYGBggODgYLVu2xJ9//glldvTNyMhATEwM5syZg6SkJOjp6SExMRFEhFu3bsHMzExpbTHG5MdJjZV42YnN3NwcL1++hI+PD4YOHYr379/Dw8MD6enpGDNmDDw8PJCUlFTo9nbs2IGuXbuiXr16WLJkCQBg+vTpMDIyKnTdjLHC4aTGSgUjIyPMmDEDADBv3jxkZmbC0tISR44cwa+//gptbW2cOnUKPXr0wP379zF+/HjMmjVL7kmSiQiBgYGYN28ebt68iZiYGBgYGKBy5cpYs2YN5s+fr8rTY4zJiQdfs1IjNTUVDg4OiIyMxIkTJ9CtWzdh38mTJ+Hh4QE9PT2kpaUJ283NzfHLL79g5MiR0NbWRmxsLG7evInw8HC0adMGlSpVQnh4OAYMGIAyZcrA19cXycnJKFu2LI4cOYI6deoobRZ/xljuFLl2c1JjpcqUKVPw22+/oU+fPti3b5/MPg8PD5w8eRIA4OzsjMzMTLx+/RoAYG1tDR0dHYSEhAAAateujYSEBDRs2BDnzp1DcnIyWrVqBT09PQwfPhyenp48yz5jRUSRazf/icmKhbS0NKxevRpVqlRBly5dsG7dOjx9+lThzh19+/YFAJw4cQKpqanC9tTUVISFhQEAZs6ciWfPnuH58+fYuHEjzMzMEBERISQ0PT09NG3aFBERETh8+DCSk5NRp04d7NixA+fOnYOXlxcnNMaKKb5TY8XG4MGDsWvXLpltVatWxeTJk1G7dm3cuXMHT58+RYUKFdChQwdUrlwZ5cqVkylPRLCwsEBsbCwePXqEmJgY/PLLL/D19YVYLIauri4CAgJk1mBLTEyEs7MzQkND0aZNGxw7dgzp6enYvn07oqKi4ODggOHDh0NXV7dIfg6MMVn8+DEPnNSKtzt37iAkJARPnjzB9evXce3aNWG8WV6WLVuGmTNnymxzdnbGixcvsG7dOkyePBlisRhA1iPGLVu2yLxry0ZZK1bw+zHGiiFOanngpFayJCUlYdWqVVizZg1EIhEaNWqEGjVq4MOHDzhx4gQkEokwifLn6tati0ePHqFt27b4999/0b59e6xfvx7VqlXjyYUZK4F4ln5WKhgZGWHBggWYP39+jmR08eJFdOjQIddHgrVq1cKjR4+Ed2gVKlSAo6NjkcTMGFMvftbCir3c7q6yJyeOiIjIsa9r164AstZfA4Bz584JjyAZY6UbJzVWIlWvXh0AEB0djZ07d8rs8/LyQuvWrZGWlgaRSISwsDAcPnxYDVEyxooaJzVWIunp6WHVqlUAstYsCwoKEvZpaWnhn3/+gbOzszAkYNu2bWqJkzFWtDipsRJr4sSJaNCgAZKSkjBnzhyZfRYWFjh37hxMTU0BAPHx8WqIkDFW1AqV1JYtWwaRSIRJkyYJ244cOYKOHTvC0tISIpEIDx8+/Go9rVu3hkgkyvHp0qWLUGbBggU59tvY2BQmfFbCaWlpYf369QCA48ePC4Ons9nb2+P48eOoXr06/P39hXdsjLHSq8BJ7c6dO/jrr7/g4uIisz05ORnNmzfH8uXL5a7ryJEjCAsLEz5Pnz6FpqYmevXqJVOuZs2aMuWePHlS0PBZKeHq6opWrVohIyMD06dPzzEDiZubm9DRJHtKLMZY6VWgLv1JSUnw9vbGli1bsHjxYpl9AwYMAAC8e/dO7vrMzc1lvt+/fz8MDAxyJDUtLS2+O2M5LF++HE2bNsX+/fvRt29feHh4yOzX19cHgK8O5GaMlXwFulMbN24cunTpgnbt2ik7HgBZL/X79OkDQ0NDme0vX75EuXLlUKlSJfTp0+erj5PS09ORkJAg82Glj6urq/AH0KZNm3Lsz56nUSKRFGlcjLGip3BS279/P+7fv49ly5apIh74+/vj6dOnGD58uMz2Jk2aYPfu3Th//jy2bNmC8PBwNGvWDNHR0XnWtWzZMpiYmAgfOzs7lcTM1C97qqwLFy7g0aNHwvb09HQEBgYCAGxtbdUSG2Os6CiU1EJCQjBx4kT4+PhAT09PJQFt27YNtWrVQuPGjWW2d+7cGT179kTt2rXRrl07nD59GgByTID7uVmzZiE+Pl74fNmRgJUe9evXR48ePWBlZYWVK1dCKpUCAG7duoXExETY2NigQYMGao6SMaZqCiW1e/fuITIyEg0aNICWlha0tLRw9epV/PHHH9DS0ir0452UlBTs378/x11abgwNDVG7dm28fPkyzzK6urooU6aMzIeVXnPmzIGJiQn27Nkj3J2lp6cDAMqWLcuTFTP2DVCoo0jbtm1z9DgcMmQInJ2dMWPGjEKvMXXw4EGkp6ejf//+Xy2b/VipZcuWhWqTlR737t3Du3fv0KVLFzg4OAD43zRa/AcNY98GhZKasbExatWqJbPN0NAQFhYWwvaYmBgEBwcjNDQUAPDixQsAgI2NjdBzceDAgShfvnyO93Lbtm1Djx49YGFhkaPtqVOnolu3bqhYsSIiIyOxePFiJCQkYNCgQYqcAivFypQpg4yMDERHRwudjHbv3g0AaN68uTpDY4wVEaXP0n/ixAkMGTJE+L5Pnz4AgPnz52PBggUAgODg4ByPgoKCgnD9+nVcuHAh13o/fPiAvn37IioqClZWVnB1dcWtW7dgb2+v7FNgJVS9evUAZL1HIyKkpqbi0qVLAICRI0eqMzTGWBHh9dRYqZGamgpLS0ukpKTgxo0bqF69ujAGMi0tjVeuZqyEUuTazW/OWamhr6+P8ePHo1mzZli1apXMOMdPnz6pMTLGWFHhpMZKlREjRkAqleLo0aOYPn06gKyZaKytrdUcGWOsKHBSY6VK5cqV4e7uDgD4/fffoaOjA7FYnO/QD8ZY6cFJjZUqIpEIc+fOhaOjIwCgXLlyAIDnz5+rMyzGWBHhpMZKpex11N69eweRSMSziTD2jVB6l37G1CU2NhZnzpzBsWPH8OrVK+jq6kIkEqFdu3Y89IOxbwQnNVZs+fv7Y9u2bShfvjzmzZuXZzkiQvfu3XH27FmIxWJhu0gkAhHBy8urKMJljBUD/PiRFYkDBw5gyJAhSE5OlvsYsViMv/76C4sXLxZmpslN9kroYrEYNWrUwJAhQ1C2bFkQEerUqYO+ffsq4xQYYyUA36kxlXv58iVGjBiBxMRE1K5dG1OmTJHruKZNm6Jq1ap49eoVfv/9d2zcuDHPsoMGDYKjoyNCQ0Oxa9cuSKVSODs74/jx49DR0VHWqTDGijlOakzlDh8+DJFIhJYtW2LChAlyHycSiYTZA75cMPbJkyc4ffo0NDQ04Ofnh+PHj8vs/+GHH7Bp0yaYmZkV/gQYYyUGJzWmUhkZGZg1axYAYMCAAdDSkv9/uZSUFGHBzxEjRsjs8/X1xR9//IGwsDAAWQmwS5cuqF69Orp168arNzD2jeKkxlTqyJEjAABNTU1069ZNoWOjo6MhkUigra0tjDsDAIlEgiVLlkBLSws6OjoYNGgQJk+ejOrVqys1dsZYycNJjanUwYMHAQCenp7C0kPyyu4ckj3mLNvjx48RGhoKQ0NDvHjxQlg7jTHGuPcjUxmJRAJfX18AKNDg5+wFab98lJiamgoAsLCwUGpCy16u5sOHDxg8eDBcXFywYsUKJCYmKq0NxphqcVJjKpOWlgZXV1dUrFgRw4YNU/j4Bw8eAADq1Kkjs71ixYoAgNDQUEgkkgLHJ5VKERcXh4yMDPz7779o3bo1DAwMYGdnh127duHJkyeYMWMGfvjhhwK3wRgrWpzUmMoYGBjg+vXrCA4OFjp0KCL78aOdnZ3MdltbW2hpaUEsFuPEiRMK13vo0CFYWVnBxMQEZmZm0NXVRbt27XDt2jWhTNOmTYWvz549iz59+uAbWnqQsRKLkxpTGZFIhBo1agAAnj17ptCxoaGh8Pf3BwC0bt1aZp+mpiZcXFwAAF5eXgrNwH/x4kX0798fUVFRSEpKErbr6+tjyJAhuHTpEu7cuQM/Pz+EhoZi7NixGDFiBA4cOIBt27YpdA6MsaLHHUWYStWsWRN+fn4ICAjIt5xUKsWFCxcQHR0NPT09SKVSAEDVqlVRqVKlHOX//vtv1KxZE1KpFK9fv0a1atW+Gsvbt2/RrVs3ZGRkwNHREZs3b4aTkxOCg4PRsGFDaGpqypS3tbXFhg0bsHDhQgDAxIkTQUQYPnw4RCKRvD8CxlgR4qTGVMrBwQGOjo6IiIhAbGxsroOhiQizZs3CihUrhG3m5uYAgMzMzFzrNTc3F+Z2rFu3rlyxzJ49G+np6ahRowZu3rwpDOy2tbXN97hp06bh+vXruHTpEkaOHInz589j37590NbWlqtdxljR4cePTKXKlSuHoKAgbNmyBebm5qhRowaGDx+OM2fOIDIyEuvWrYOXl5eQ0OrXrw8DAwPExMQAyBqr9iUiwtSpU0FEaNq0qVxDBTIyMnD58mUAWYuHZic0eRgYGOD8+fNYuXIltLW1cfjwYRw6dEju4xljRYi+IfHx8QSA4uPj1R3KNyM1NZX69u1LlpaWBEDmo6GhIfP92LFjSSqVUnx8PLVv3560tLTI3t6eoqKiZOq8efMmASCRSEQXL17Mt32pVEq+vr40YcIEAkDm5uaUlpZW4POZOnUqAaDhw4cXuA7GmGIUuXbz40emUnp6eti7dy8AICoqCocOHYK/vz8OHz4sjP/S1NREzZo1sWrVKmG+x6NHj8LJyQnv379Hz5494eDgABMTE6SmpsLPzw8A0K9fP7Rr1y7f9hctWoT58+cL37u7u0NXV7fA59O6dWusWrUKV65cKXAdjDHVERF9O/2UExISYGJigvj4eIUePzHlS09PR0hICCpWrIi0tDTo6+vneEf1/PlzDBo0CLGxsUIPRw0NDWhoaEAsFuPo0aPo0aNHnm18+vQJZcuWBQC0aNECXbt2xZgxYwr1bx8fHw9zc3NIpVKEhISgQoUKBa6LMSYfRa7dnNRYsZaSkgJ/f3/s2rULWlpauHDhAogImZmZePXqVY7Z+z/Xvn17XLp0Cebm5oiKilJaj8VGjRrh7t278PHxgbe3t1LqZIzlTZFrN3cUYcWagYEBWrdujR07dmDLli0wNDRESEgI1qxZk29Ci4qKwqVLlwAA3t7eSu2Cnz1ujh9BMlb8cFJjJUZycjKeP38OAGjTpk2+ZY2NjYWvx4wZo9Q4XF1dAfxvbkrGWPHBSY2VGNra2kInj+vXr+dbdty4cQCykltug7cLI3vVgM9nJGGMFQ+c1FiJoaOjg5EjRwLImo8xL1KpVJjSqlOnTtDT01NqHNmPPZOTk5VaL2Os8DipsRIl+yVxZGRkrvtTU1NRs2ZN4fvvv/9e6TFwUmOs+OKkxkqUS5cuQUNDA5cvX8anT59y7Pf19RXeu/Xt25eTGmPfGE5qrESxsLCAVCpFcnIydu3alWN/9sz+dnZ22Lt3L3R0dJQeg5GREYCs4QbZEy8zxooHTmqsRLG0tBS+jo+Pz7H/zJkzACD3JMcFjSEhIQFisRgaGvwrxFhxwtNksRIjPj5e5u7s/fv3MvuJCDdv3gQAlSYbDQ0NmSEDjLHig//MZCXGl8vQ6OjoYM+ePejcuTNatmwpk8gmTpxY1OExxooBniaLlRiJiYly/buZmJggLi5O9QExxooET5PFSiVjY2OUK1cux/ppVatWhZOTExo0aIBx48bl2d1fUefPn0eXLl0wYsQIpdTHGFM9fqfGSpTvv/8e+/fvh5aWFsRiMW7evClMW6VsFSpUgK+vLyQSCTZt2gQtLf51Yay44zs1VqKMGTMG0dHREIvFuHjxosoSGpC1zltiYiJSUlKQmpqqsnYYY8rDSY2VKDVq1EDXrl0BABcuXFBpW8+ePQMA1K9fn3s7MlZCcFJjJc7w4cMBAFu2bFHprB7Zs/BXrFhRZW0wxpSLkxorcbp27QorKyvExcXBz89PZe2cO3cOAODm5qayNhhjysVJjZU47969Q3R0NICs6bBUYefOnbh16xYAoHfv3ippgzGmfJzUWInz119/QSqVokOHDnB2dlZJGxs3bgQADBo0COXLl1dJG4wx5eOkxkqUhIQEbN68GQAwevRolbUTEREB4H/v7xhjJQMnNVbsERFu3LgBANi9ezfi4uJQvXp1dO/eXWVt6uvrAwAkEonK2mCMKR8nNVasZWZmYu7cuWjRogVCQkJw+PBhAMCIESNUOmlx9jyTmpqaKmuDMaZ8nNRYsaalpYWgoCC4uLigTZs2uHLlCjQ0NODp6anSdvX09AAA9+/fV2k7jDHl4qTGijWRSARNTU08fvwYr1+/BgBMmTIFDg4OKm23TZs2ALJW2maMlRw8mR0r1q5evSoMgq5bty5Gjx6NkSNHqrzdSpUqAch6n8cYKzk4qbFiRyqV4unTp1i9ejV2794NADA1NcXWrVvRoEGDIonBzMwMAPDhw4ciaY8xphyc1Fix8OHDB+zZswe+vr7w8/NDbGyssG/kyJFYuHBhjiVnVOnly5cAgGrVqhVZm4yxwuOkxtTu4MGDGDBgADIyMoRtBgYGaNu2LebMmYPGjRsXeUzZs4l89913Rd42Y6zgOKkxtfLz80P//v2RmZkJV1dX/PDDD2jRogXq1KkDbW1ttcRERHjx4gWGDBmCtm3bqiUGxljBiOgbehOuyJLgTPXi4uJQpUoVxMTE4Pvvv8fBgweLxbiwqKgoWFlZwcDAAJ8+fYKBgYG6Q2Lsm6bItZu79DO1SEtLQ9u2bRETEwNLS0vs2rWrWCQ0IKuTiIGBAVJSUlS6CgBjTPk4qTG1mDlzJu7fv48yZcrgwIEDMDIyUndIAk1NTYwaNQqNGzfG77//ru5wGGMK4MePTC0sLS0RHR2No0ePokePHgWuh4jw9OlT1KpVCyKRSGnxvXv3DlWrVoVEIsHdu3eLbCgBYywnfvzIij2pVAoAePv2bYHrmDdvHjQ1NeHi4oLq1avj2rVrygoPDg4O8PT0hJ2dHW7fvq20ehljqsVJjanF7NmzAWRNeZW9dpkitm7dikWLFgkzftja2sLV1VWpMbq4uMDExATv379Xar2MMdXhpMbU4qeffsKkSZMAAOPGjcOKFSvkOu7p06do0aIFRowYAQCoX78+nj9/jsuXL0NHR0fhOM6ePYuPHz/muq9Ro0Z4+vQpLl++jMjISIXrZoypAX1D4uPjCQDFx8erOxRGRFKplObMmUMACAD9/PPPJJVK8yyfnJxMZcuWFcoDoOfPnxe4/fPnz5OOjg517dqVEhISco2vRo0aBICWL19e4HYYY4WjyLWb79SY2ohEIixatAi//vorAGDJkiXYunVrnuX/+ecfREZGwtDQEDdu3EBKSgqcnJwK3L6/vz8yMjJw6tQp2NraYt68eTJ3ZCKRCI6OjgCQ590cY6x44aTG1G769OlYvHgxgKzOH8nJyTnKPHjwAIMGDQIAtG/fHs2aNRNWpy6osWPHolevXgCA5ORkLFq0CPb29mjXrh1Gjx6NAwcOQE9PDw4ODjwAm7GSogjuHIsNfvxYfKWnp5ODgwMBoPHjx8vsi4uLo+bNmwuPHM+ePavUtsViMe3bt49cXFxkHm1+/hk1apRS22SMyU+RazePU2PFxvnz59GpUycAwMWLF5GSkoI7d+7gzz//RFRUFADg5MmT6Nq1q0ral0qluHLlCoKDg3Hnzh1cunQJQUFBMDQ0hFgsxrhx47B48eJC3yEyxhSjyLWbkxorVsaOHYtNmzbByMgISUlJwnYjIyOcOHFCWJG6KBARVqxYgb///hsBAQEAgN27d2PAgAFFFgNjjJNanjipFX/JycmoU6cO3r59C1NTU9SqVQtxcXH47bff1LIMTFRUFKpWrYr4+HhYW1vj0aNHsLa2LvI4GPuW8YwirMQyNDTE/v37hdn727Zti0ePHqkloSUkJKBZs2aIj48HAJw5c4YTGmPFHCc1Vuw0bNgQM2bMAADMnz8fhw8fLvIYpFIphg4dipcvX0JTUxMnTpxA/fr1izwOxphiOKmxYmnYsGHCjCMjRoxAdHR0kbZ/7tw5HD58GCKRCNu3b0e3bt2KtH3GWMFwUmPF1sqVK1GtWjXExsbi0qVLRdq2j48PXFxcMGHCBAwcOLBI22aMFZyWugNgLC9aWlowNzcHAOjq6hZZu2lpaTh9+jQSEhKwadOmImuXMVZ4fKfGirXs6anKlStXZG3OnTsXCQkJqFChgtJn/meMqRbfqbFi6fHjx7h58yY+fPgAkUiEatWqqbzNiIgITJkyBXv37gUArFu3Dhoa/HcfYyUJJzVWbBARLl68iEWLFuH69evCdg8PD5iZmam03Rs3bsDLywsRERHQ0NDAggULCrUiN2NMPTipsWIhPDwcQ4cOxdmzZwEA2traaNiwIVq2bIm5c+eqpM179+5h2bJl+O+//xAbGwsAqFWrFnbs2IGGDRuqpE3GmGpxUmNqJZVKsXr1asyfPx+pqanQ09PD6NGjMXXqVJQvX15l7V67dg3u7u7CigC6urr4/vvvsXnzZhgbG6usXcaYanFSY2o1d+5cLF26FADg6uqKP//8E3Xq1FFpm4cPH4a3tzfS09Px3XffYenSpahXr16BVs5mjBUvnNSY2oSGhmL16tUAsjpljBs3DiKRSGXtSaVSLFu2DHPnzgURwcPDA/v37+dZ9xkrRQrVtWvZsmUQiUTCzA8AcOTIEXTs2BGWlpYQiUR4+PDhV+tp3bo1RCJRjk+XLl1kym3cuBGVKlWCnp4eGjRoAF9f38KEz9RszZo1SE9PR/PmzVWe0ABg+PDhmDNnDogIY8aMweHDhzmhMVbKFDip3blzB3/99RdcXFxkticnJ6N58+ZYvny53HUdOXIEYWFhwufp06fQ1NQUViUGgAMHDmDSpEn4+eef8eDBA7Rs2RKdO3dGcHBwQU+BqdH79++xbt06AMDs2bNVntCOHDmCHTt2QFNTE1u2bMHGjRuhpcUPKhgrdQqyCmliYiJVq1aNLl68SK1ataKJEyfmKPP27VsCQA8ePFC4/t9++42MjY0pKSlJ2Na4cWMaPXq0TDlnZ2eaOXOm3PXyytfFx8yZMwkAtWrViqRSqUrbiomJIRsbGwJAP//8s0rbYowpnyLX7gLdqY0bNw5dunRBu3btlJhe/2fbtm3o06cPDA0NAQAZGRm4d+8eOnToIFOuQ4cO8PPzy7Oe9PR0JCQkyHxY8fD27VsAgFgsRlhYmErbmjp1KsLDw+Hs7Iw5c+aotC3GmHopnNT279+P+/fvY9myZaqIB/7+/nj69CmGDx8ubIuKioJEIsmxlpW1tTXCw8PzrGvZsmUwMTERPnZ2diqJmSlu1KhR0NHRwY0bN9CgQQPcv39fJe08ePAAO3bsAABs3boVenp6KmmHMVY8KJTUQkJCMHHiRPj4+Kjs4rBt2zbUqlULjRs3zrHvy/cuRJTvu5hZs2YhPj5e+ISEhCg9XlYwbdq0wc2bN1GrVi2Eh4ejS5cuiImJUWobRIRp06aBiNC3b180b95cqfUzxoofhZLavXv3EBkZiQYNGkBLSwtaWlq4evUq/vjjD2hpaUEikRQqmJSUFOzfv1/mLg0ALC0toampmeOuLDIyMt+ViHV1dVGmTBmZDys+6tevjxs3bsDZ2Rnh4eHw9PTEq1evlFb/b7/9hpSUFFhZWQlj4RhjpZtC3b/atm2LJ0+eyGwbMmQInJ2dMWPGDGhqahYqmIMHDyI9PR39+/eX2a6jo4MGDRrg4sWL8PT0FLZfvHgR3bt3L1SbTL3KlCmDnTt3om3btrh27RqcnJzQoUMHNGjQAHZ2dqhSpQrq1asHCwsLhepNS0vD7NmzkZ6ejsmTJ8PBwUE1J8AYK1YUSmrGxsaoVauWzDZDQ0NYWFgI22NiYhAcHIzQ0FAAwIsXLwAANjY2sLGxAQAMHDgQ5cuXz/Febtu2bejRo0euF7ApU6ZgwIABaNiwIZo2bYq//voLwcHBGD16tCKnwIqhJk2a4P79+5g4cSLOnTsnfD7n6OiIOnXqCEvQEBGsra0xYcIEGBkZ5ajT19cX6enpAIAZM2ao/iQYY8WC0gfqnDhxAkOGDBG+79OnDwBg/vz5WLBgAQAgODg4x5IeQUFBuH79Oi5cuJBrvT/88AOio6Pxyy+/ICwsDLVq1cKZM2dgb2+v7FNgauDo6IizZ88iKCgIJ06cwNu3bxEcHIwXL17g5cuXCAoKQlBQUI7jTpw4gZMnT8LKykpm+7Bhw4Svy5Ytq/L4GWPFg4iISN1BFJWEhASYmJggPj6e36+VIDExMbh9+zaeP3+OyMhIAFlDAbZu3Yq4uDg0atQIly9fFoaAvHr1CjVq1EBmZiYcHR2FpwWMsZJJkWs3JzVWYj1//hwtWrRAdHQ0Bg4ciF27doGI0KJFC/j5+WHy5MmYMGECv09jrITjpJYHTmqlj6+vL1q3bg2pVIrbt2/j5cuX6N+/PzQ1NXH37l3UrVtX3SEyxgpJkWs3r1XPSrSWLVsKc4QeO3YMBw4cAJA1iwgnNMa+PZzUWInn4eEBAPjnn3/w33//AQB69+6tzpAYY2rC05SzEi97DtKXL1+iZcuWSE5O5rs0xr5RfKfGSrzs8WgikQi+vr6IjY3NMWSEMfZt4N98VuKdOnUKAFCnTh0AWWu1fUP9nxhjn+Gkxkq87PdoTZo0AZA1rZqqFx1ljBVPnNRYiZf9+DEgIAAAUKNGDXWGwxhTI05qrMRr0KABAOD69esAgPHjx6szHMaYGnFSYyXeqFGjhCmyAKBTp05qjIYxpk6c1FiJZ2NjgyVLlsDGxgZGRkYyCY4x9m3hpMZKhbFjx0JPTw9JSUm4evWqusNhjKkJJzVWohERUlJSoKWlhcqVKwPImieOMfZt4hlFWIny4MEDrF+/HmXKlEFycjJu3bqFgIAADBgwADo6OgCAzMxMNUfJGFMXTmqsxBCLxRg2bBgePHiQY5+Pj4+w+rq5uTmIiMeqMfYN4qTGSgxNTU0sWrQIt27dQmpqKgDg3bt3OHz4MAwMDPDy5UsAwMyZMxETE4NBgwapM1zGmBrwemqsRDt69Ci+//57GBsbIzExUdhuYGCADx8+wMzMTI3RMcaUgddTY9+MVq1aQV9fX0hoVlZWqFGjBlJSUjBo0CBkZGSoOULGWFHipMZKNHNzc4wbN074/rvvvsOmTZugo6ODkydPYsKECWqMjjFW1DipsRJvzpw5qF+/PqpVqwYbGxu4ubnhyJEjEIlE2Lx5M27evKnuEBljRYSTGivxTExMsGjRIrx8+RIbNmzAo0eP0KVLFwwdOhQAMGPGDLx69UrNUTLGigInNVYquLu7w9PTE2KxGP369UNycjJ++uknAICvry/GjBmDtLQ0NUfJGFM1Tmqs1Pjzzz+hq6uLZ8+ewcfHB05OTmjTpg00NTXx/PlzYRZ/xljpxUmNlRply5aFo6MjAODDhw/Q0NDAv//+i+rVq+PDhw+4d+9ensdmZmbi0qVL+PTpU677Hz16hHXr1qFVq1YYPHiwKsJnjCkBD75mpUrfvn3x5MkTnDhxAr/88gtEIhEGDhyI6dOnY+bMmUhNTcW4ceOwePFiXLx4EW5ubnj8+DF0dHTw7t07aGpqIjMzE7Vr14aRkRE+fvyIDx8+4P3790IbPPaNseKLB1+zUiU6Ohq2trbIzMzEo0eP4OLiArFYjDJlykAikaBevXq4ffu2UL5MmTJwdHSESCRCQkICXrx4kW/9w4YNw+TJk1GzZk1Vnwpj7P8pcu3mOzVWqlhYWMDd3R3Hjx/H1KlTcfbsWWhpaeHKlSuYNGkSbt68CXNzc8TExMDOzg5ly5bFs2fPMGfOHIwbNw7x8fF48+YN7t+/j4yMDOjq6iI0NBTx8fGYP38+ypUrp+5TZIzlg+/UWKnz/Plz1KtXD2lpafjll18wadIkLF68GKtXr0bZsmWhoaGBfv364ddff+VJjxkrARS5dnNSY6XSjh07MHToUOHfO1uHDh3g4+MDKysrNUbHGFMEz/3Ivnk9evSAnp4etLT+94R94sSJOHv2LCc0xkoxTmqs1Dl58iQaNmyItLQ0SCQSjBgxAnfv3sXatWuhocH/yzNWmnFHEVZqSCQS/Pjjj/jzzz8BALa2tti3bx9atWql5sgYY0WF/2xlpcbMmTPx559/QiQSYerUqQgKCuKExtg3hu/UWKmwadMmrFq1CgDg4+ODfv36qTkixpg68J0aK/EOHTokrKm2cOFCTmiMfcM4qbESbf369ejduzeICKNHj8bcuXPVHRJjTI04qbES7ddffwUA9OrVC+vXr+fB1Ix94zipsRJNLBYDAH7++WdoamqqORrGmLpxUmMlmoGBAQAgOTlZzZEwxooD7v3ISjSpVAoA+d6lvXr1CufOncP169cRHh4OZ2dntGvXDh06dODp0hgrZTipsRJNIpEAyD2pffr0CaNHj8b9+/eRnp6OsLAwAMDVq1exefNm6OjowNfXF40bNy7SmBljqsNJjZVopqamCAkJQVRUlMz2+Ph4NGjQACEhIQCAVatWIS4uDk5OTrh9+zbOnz+Pjx8/onbt2uoImzGmIpzUWImmra0NIOuu7HODBg0SEtqePXtkxq71798fABASEgJ9ff0iipQxVhS4owgr0dzc3AAABw4cELalpaXhwoULAIDly5fnORjbzs5O9QEyxooUJzVWog0bNgwA8O+//yItLQ0AcPv2baSmpgIAevfurbbYGGNFj5MaK9Fq1qwJc3NzpKWlYcuWLQCyps3K9vkCoYyx0o+TGivRRCIRBgwYAACYMGECzp8/jw0bNgAA7O3tUbduXTVGxxgrapzUWIm3evVq4b3ZsWPHhO0eHh5qiogxpi6c1FiJp6mpidjYWADAmzdvhO3jx49XV0gK48ekjCkHJzVW4t27dw9nz54FAKGzSL169VCtWjV1hiW3+/fvw8nJCe/fv0diYqK6w2GsROOkxkoMIhKmxfrckCFDAADVqlXDtWvXAADNmjUr0tgK4sKFC2jVqhXc3NwQHx8PBwcHLFy4UN1hMVaicVJjJUbv3r1hbm6OvXv3IiMjQ9j+4sULAMC7d+9Qo0YN1K1bF4sWLVJXmF8VEBCADh06YPLkybh27RqSk5OF8zly5AjS09PVHCFjJZeIiEjdQRSVhIQEmJiYID4+nieyLYHOnj0Ld3d31K1bFw0aNICxsTEuXryIpKQkvH//HgAwZswYzJo1q9gOrCYiVK9eHS9evICmpiZ+/fVXNGvWDLq6ukhOTkbTpk2hpcUT/TD2OUWu3fzbw0qMxMREODg44PHjx3j48KGwXVNTE926dcO0adPQsmVL9QUohytXrkAikUBPTw8BAQGoXLmyukNirFThpMaKveTkZEyePFkYXN2oUSMEBQXBy8sLHTt2RJs2bWBpaanmKL+OiDB9+nS8evUKkydP5oTGmApwUmPFWkJCAlxdXREYGAiRSIQZM2agZ8+eqFevXolb6frKlSu4e/cudHV1MX36dHWHw1ipxEmNFVtEhClTpiAwMBDW1tb4+++/0b59e3WHVWBbt24FAPTt2xc2NjZqjoax0omTGiu2Dh06hG3btkFDQwO7du0qkQlNIpHg0aNH2Lt3L/bu3QsAGDVqlJqjYqz04qTGiqXk5GRMmjQJADBnzhx07NhRvQEpSCqVYsOGDVi+fDlCQ0OF7dOnT4erq6saI2OsdOOkxoqlkydPIiwsDA4ODpg9e7a6w5FLSkoKtm7dCn9/f9y5cwdBQUEAACMjI7Rt2xa9e/dG37591RwlY6UbJzVWLIWFhQEAqlevDl1dXTVH83VSqRSdO3cWZjQBspLZ8uXLMXz48BJxDoyVBpzUWLH04MEDAICfnx+ICCKRqMja/vfffxEaGoo2bdqgQoUKch1z4cIFXLt2DcbGxpg5cyacnJzQtm1bmJqaqjZYxpgMTmqs2Nm+fTv+/vtvAMBPP/1UpAktJiYG7u7uyMjIwKlTp+ROatk9G7t161ZiHpcyVhrx3I+s2Pnvv/8AAAMGDMCcOXOKtO2NGzciIyMDNWvWhLu7u1zHEJHw2HHw4MEqjI4x9jV8p8aKndTUVACAq6trkd2lERG2bNmClStXAlDsDjEoKAifPn2CtrZ2sZ+mi7HSjpMaK3YyMzMBAE+fPi2yNtevX48JEyYAyEqm3t7ech0nkUgwZswYAECDBg2gp6enshgZY1/Hjx9ZsSORSKClpYVNmzbh1KlTkEgkharv/fv3WL16NVasWIGXL1/m2H/58mVMnjwZADBz5kxcuXIFOjo6ctW9evVqXL58GQD4XRpjxQAvPcOKnaZNm+LWrVvC98bGxhg4cCC8vb3RpEkTaGj872+xzMxMPH36FFeuXMGDBw+QnJwMbW1tmJqaws7ODgEBAThw4ICwuKi2tjYOHTqE7t274+nTp/jpp59w4cIFAECfPn2wd+9euR87EpEQi4uLCx49eqSsHwFj7DO89Awr0bL/p7W3t0d4eDgSExOxYcMGbNiwAU5OThg1ahTc3NxgamqKVq1a4ePHj1+t87vvvoNEIsHVq1fRr18//PDDD9ixY4ew393dHVu3blXoHd7nq1QvX75cgTNkjKkK36mxYqdTp044f/48tm3bhkGDBuH8+fPYvn07Lly4gMTExFyPad++Pdzc3GBhYYGMjAzExMQgJCQEZmZm6Nu3Lxo2bAixWAw3Nzf4+/sLjzQ7dOiAZcuWoX79+grFeODAAfTp0wcAYGhoiKSkpMKdNGMsT3ynxkq0t2/fAgAcHBygqakJd3d3uLu7IyEhAXv37sXOnTsREBCApKQkGBoa4vDhw3LNDamlpYXff/8dnTp1QkxMDFavXo0pU6YUKMZ9+/YBAExNTfHq1asC1cEYUz6+U2PFilQqhY6ODiQSCd68eYNKlSrlWk4ikSAsLAxmZmYwNDRUqI1evXrhn3/+QcWKFfHu3TuFHjkSEc6ePYsuXboAAPbu3cvzOTKmYopcu7n3IytWoqOjYWVlhZYtW+Y7m4empiYqVKigcEIDssagAUBUVBTk/Zvu5s2bqFGjBjQ0NISEZmhoiN69eyvcPmNMdTipsWLFysoK58+fx/79+6Gtra2SNgICAgBkzaqfPXFyXpKTkzFt2jS4ubnB2NhY2F69enVs2rSpxK2+zVhpx+/UWLHj4uKi0vrT0tKErytUqIAxY8Zg48aNOcq9f/8ebm5uCA4OBpCVcCdPngwvLy80a9ZMpTEyxgqGkxr75nh5eeHEiROIiIjAo0ePsGnTJtSoUQNjxowR7ryICPPmzYOZmRkyMzOxdetWueeC/NZIJBIcOHAANjY2qFGjBmxsbNQdEvuGcUcR9k0bM2YMzp07J3QaMTIyQqVKlaClpYXjx4+jTJkyCAwMRLly5dQdarEVFhYm/Hz09fWxa9cu9OrVS81RZRGLxdDS4r/dSzruKMKYnP744w8sWrQIYWFhCA4ORlhYGPz8/HDixAloaWlh7dq1nNC+IiMjAy1atICtrS1SU1PRu3dv/P7773J3wlGVe/fuoXHjxti/f79a42BFjAph6dKlBIAmTpwobDt8+DB16NCBLCwsCAA9ePBArrpiY2Np7NixZGNjQ7q6uuTs7EynT58W9s+fP58AyHysra0Vijc+Pp4AUHx8vELHsdLvxYsX5OXlRdWqVSNjY2Nq0aIFHTx4UN1hlSjp6enUr18/4ffTycmJ9u7dW+RxhIeHU5cuXYQ4qlWrRmKxuMjjYMqjyLW7wPfld+7cwV9//ZXjpX5ycjKaN2+OXr16YcSIEXLVlZGRgfbt26Ns2bL4559/UKFCBYSEhMj0NgOAmjVr4tKlS8L33POMKUufPn2E1bbr1asHDw+PYvMIraTQ0dHB7t27Ub16dcyfPx8vXrzAqFGj4O7uDhMTkyKJYdq0aQgICMD9+/ehoaGBfv36YeXKlXyt+IYUKKklJSXB29sbW7ZsweLFi2X2DRgwAADw7t07uevbvn07YmJi4OfnJ3Tjtre3zxmslha/hGZKR0QIDAwUvo+NjeXFPgtIU1MTc+bMwYgRI9CoUSOEhIRgx44dmDRpUoHqi4mJwfPnz+XqbTp79mwcPHgQKSkpsLOzw5UrV+Ds7FygdlnJVaB3auPGjUOXLl3Qrl07pQRx4sQJNG3aFOPGjYO1tTVq1aqFpUuX5lhy5OXLlyhXrhwqVaqEPn364M2bN/nWm56ejoSEBJkPY18SiUQwMTFBly5dEB8fj7dv38LKykrdYZVo1tbW+PnnnwFkTfackpKicB1nz55Ft27d0L9/f2Hh2Ly8ePECy5YtQ3BwMDZt2oR79+5xQvtGKZzU9u/fj/v372PZsmVKC+LNmzf4559/IJFIcObMGcyZMwerV6/GkiVLhDJNmjTB7t27cf78eWzZsgXh4eFo1qwZoqOj86x32bJlMDExET52dnZKi5mVHn5+fsjIyIC2tjaSk5PVHU6pMWTIEDg4OCAiIgI+Pj4KHTtv3jx4eHjAz88PNWrU+Oog+ew17Vq3bg0vL68iWzGdFT8KJbWQkBBMnDgRPj4+Sl3hVyqVomzZsvjrr7/QoEED9OnTBz///DM2bdoklOncuTN69uyJ2rVro127djh9+jQAYNeuXXnWO2vWLMTHxwufkJAQpcXMSo/z588DAMzMzGBra6vmaEoPHR0dDBw4EEDWNGPyev/+PRYvXgxvb2+MGzcO//zzDypXrpzvMVeuXAEAtGnTpsDxstJBoXdq9+7dQ2RkJBo0aCBsk0gkuHbtGtavX4/09PQCvZC1tbWFtra2zLHVq1dHeHg4MjIycl2F2NDQELVr1851JeNsurq60NXVVTge9u14//49Fi1aBCLCtGnT1B1OqVOvXj0AUGgB1TFjxoCIEBkZiZ07d361vK+vL06dOgUg606NfdsUulNr27Ytnjx5gocPHwqfhg0bwtvbGw8fPixwD6PmzZvj1atXwurEABAUFARbW9tcExqQ9b4sMDCQ/7JmhXLx4kUQERo1aoTq1aurO5xSJ7vjV2RkpFzljx07hrNnz0JbWxtr1679avn09HR4enoiOTkZ3333HZo3b16YcFkpoNCdmrGxMWrVqiWzzdDQEBYWFsL2mJgYBAcHIzQ0FEDWC1wAsLGxEXouDhw4EOXLlxfey40ZMwbr1q3DxIkTMX78eLx8+RJLly7FhAkThHamTp2Kbt26oWLFioiMjMTixYuRkJCAQYMGFfDUGcvq+VihQgV4eXmpOxQAwM6dO5GQkICuXbt+9ZFbSZC9unidOnW+WjY8PFy4W546dSocHR2/eszr16+hpaUFMzMznDp1irvuM+XP/XjixAkMGTJE+D57deD58+djwYIFAIDg4GBoaPzvJtHOzg4XLlzA5MmT4eLigvLly2PixImYMWOGUObDhw/o27cvoqKiYGVlBVdXV9y6dSvXrv+MySMiIgJHjx5FZmZmro+x//vvP6xatQpSqRTdu3eHnZ0d4uLioK+vjx49eqjkArpo0SK8efMGJiYmpSKpZXfgGDp06FfLDhw4EK9evYKNjQ1mzpwpV/23b99GREQEKleuDH19/ULFykoJ1Y4DL154RpH/a+++w6K4vj6Af3eXJghIEQEbiqjYURQ7aiwgRGOJEUVj7y0m9sTeYi/RWGKJJRoLYsX6s4HEBhgVxIIoCKIgiPSy5/3Dl4krLOzCLotwPs+zzwO7c++cGdc53Jlb2Kf8/PwIAJmYmJBUKhXel0qltH//fpnZa2rXri3zu7OzMyUmJqo0nsDAQKH+69evq7RuTdHT0yMA9L///S/f7fbu3UsikYgA0J07dxSuf9myZQSA2rZtW9RQWQmmzLWb535kZdaJEyfg6OiI1NRUTJ48GeHh4ViwYAEsLCwwcOBAAICLiwumTp2K1q1bo3LlyrCzs4O+vj6uXr0qc0eiqJKTk+Hp6Qng4626Vq1aqaxuTcnOzkZWVhaAj48l5ImOjsbIkSNBRBg9erRMR7SCPH36FAB4KSD2H/Xn2JKDW2osh1QqpaZNm1KlSpVyzSkKgLS1tWno0KGUmpqaq+y5c+eE7Wxtbcnd3Z1+/vlnevfuXaHjWb58OQEgkUhEDx8+LMqhlSijR48mANSmTRu522zevJkAkKOjo0yLWREjRowgANS7d++ihspKMG6pMVaAx48fIyAgAJmZmbCyskLNmjUhEolgbW2N/fv348OHD9i5c2ee4zG7du2KBQsWQCKR4NmzZzh16hQWL16MDh06yCxAqqiAgACsXLkSALBw4ULUq1evyMenSampqXjy5AkePXokdPb4fHagHGfPnhWm0HJ3d1d60HTOGnf//vtv4QNmpUsxJNkSg1tqLMfw4cOF1lbODO7p6emUnZ2tcB0xMTHk7e1N69evJ7FYTADIysqKjh49qlD5Dx8+0NSpU0lbW5sAUNOmTVX+nK64SaVSatSokUyrV0dHh9q3b59r28jISLKwsCAA1L17d/rw4YPS+7t69SoBIBsbG1WEz0qoYpmln7EvWaVKldCyZUvUqFFD6MUob0ykPBYWFujZsycAwNTUFFOnTkV0dDT69OmDPn36YP78+bmGwOS4ffs2Ro8eLawM4OLigv379+dameJLc/36dbi4uODp06fQ0tJCWloaDA0N8fTpU2GBxzNnzuDq1avYuXMn4uLiULVqVXh5eRVqooR//vkHAHiMIftPMSTZEoNbaizH+fPnycnJiTp27KiyOpOSkmjcuHFkZWVFbdu2pWrVqtHNmzdltrl9+zb99ttvQitGJBLRrl27VBZDSZCRkSE8G4uIiBCeW3799dfUpEkTmVZc3bp16caNG4XeV7du3QgAderUSVXhsxJImWs3JzVWJvXo0YMA0I8//qjyup8+fUqOjo7ChbtHjx60ZcsWGjp0aK4OKZcvX1b5/kuaTzvW5LwGDBhAy5Yto6SkpCLV/dNPP5Wpc1lWcVKTg5Mak0qlNHjwYLK2tqb27duTr6+vWvYTGxtL3bt3z7NnZbVq1cjDw4MSEhLUsu+SJjk5Web4Fy9erLK6s7KyhFWuy5UrR35+fiqrm5Ucyly7RUREar7DWWIkJibC2NhYuLfPyp6QkBA4ODggPT0dnTp1woULF2Rmt/mUv78/Nm3ahPDwcOjq6qJhw4Zo164d7t+/jxo1amDw4MH59tbLzs7GxYsXce3aNdy6dQtv3rzBlClTVDq+7Uvw+PFjNG3aFDo6OsjIyEBYWBgsLCxUVv+7d+/Qp08ffPjwAYmJiXj8+LHK6mYlgzLXbu4owsoMqVSK0aNHw9jYGG/evMG0adPyTGi3b9/G9u3b8ccff+DTv/meP3+O9evXC79raWkJg7TzIpFI0K1bN3Tr1k21B/KFsbOzQ+PGjREcHIyqVauqNKEBHzvptGnTBkuWLBG6+LOyi5MaKzOOHDmCu3fvCqsou7q6on///nBycoKBgQFev34NHx8fYe0vJycn1KlTB25ubkhJSUFAQACOHTuG1NRUxMXFYceOHfkmNfaRSCTC4sWL0alTJ6SmpuLNmzcqT2zx8fEAoNRsJKx04tuPrEwIDQ1Fs2bNUL9+fTg6OiItLQ07d+6U2cbc3ByxsbEAgGrVquHQoUNwcnLKVVdYWBhsbW0hkUjw5s0bmJqaFssxlDRSqRT+/v4IDg5G27Zt8+1WT0RwcHCAoaEhqlWrhn379qlkdWoiwoMHD7BkyRL8/fffmDJlCtauXVvkelnJotS1W50P90oa7ihSdtWtW5cAUPXq1Sk6OpqkUimdPXuWpk+fTt9++y21b9+eNm3aROPHj6fnz58XOF1TgwYNCAD98ssvxXQEJUtwcDC1bt2aAFCrVq1IJBLRmjVr5J639PR0qly5MmlpaREAWrt2LWVmZhYpBqlUStOmTRM6oNjY2NDWrVuLVCcrmbj3oxyc1Mqmb7/9VrjwnT59WiV1bty4Uahz48aNKqnzS3Ho0CFhFhSxWExff/21cC6WLVuWZ5ljx44RADIwMJAZo3bt2rVCxZCcnEyenp5CXZaWlrRkyZKiHBYrwTipycFJrWwaPnw46evrk7u7u8rqlEql9PPPPxMAMjQ0LNJkxl+SS5cuCa0tV1dXevToEUmlUmEJGAC5pgl7+PChMHXW1KlTacaMGWRmZiYMPq9UqRI5ODhQRESEQjE8e/ZMqE8ikZS5PyrKIk5qcnBSK3uCg4OpfPnypKurS/v27VNp3dnZ2cJtzT179qi07pIoMTGRKleuTADIw8Mj1zyZEydOJABkbGxM06dPp5kzZ5KDg4OQ7ExNTen169dERBQfH59rMLq9vT1lZGTkG0N0dDRVrVqVAJCFhQUPuC4jOKnJwUmt7Ll06RKJRCIaMWIExcfHq7z+nBkt8pqwtyS6f/8+LV++nDZt2qR02enTpxMAqlq1KiUnJ+f6PDMzk0aNGkWdOnWSSVZisZi6detGt27dylXm9u3btHbtWjI0NCQA+f7hkZaWRk5OTsKirYq27NiXj5OaHJzUyh6pVEpaWlokEolo1apVKq8/NDSUvvnmGzIyMqL79++rvH5Vu379upBsbt++ne+2UqmUQkJCaPny5eTi4iKU8/Lyyrect7c3tWzZklq2bEl//PEHRUdHFxjXpEmTCABNmDBB7jbbtm0TWnyPHz8usE5WevAs/Yz9vwMHDqBSpUpISkrCq1evVF5/znphiYmJWL9+PbZv367yfahSmzZt0KZNG/j5+aFNmzbo27cvJkyYIKy0/fLlS2zcuBFHjx7F8+fPc5UfPnw4vvnmm3z30bNnT2H1AkU9ePAAAGBpaZnn50SEDRs2AAB+/vln2NnZKVU/Kzs4qbFS7dmzZ0Iye/v2rVr24ebmBm9vb8TExKilflUSiUTw9vZG7969cf36dfz11184e/YsZsyYAYlEghkzZsgs6CkSieDi4oIaNWrA2dkZ/fr1U0tc1apVAwAcOnQIrq6uKF++PCQSCapXrw4tLS3ExMQIia+sTTPGlMODr1mplpqaCn19feH3gQMHYuPGjTAxMVHZPv7++2/0798fHTp0wOXLl1VWrzplZmbi6NGjOHToED58+ICLFy8Kn9WsWRNTp05Fs2bN0LhxY5QrV07t8URHR6Nx48a5/vCwsrLCjBkzkJmZiWnTpkFbWxsbN25EixYt4ODgoPa4WMmgzLWbkxor9QIDA9G0aVPhdxcXF/j4+Kis/qtXr6JDhw6wsrLCq1evcs2UQUSIjY1FuXLlUL58eZXtVxWICLa2tsKtRisrKzx79qxYEtnnbt++jenTp+PRo0dITU1Feno60tLSIBKJkNdlytPTE7t27YKWFt9wKu04qcnBSa3siomJgZ2dHT58+AA7OzuVzuSelpYGU1NTpKamYt26dahSpQpCQ0Px+PFjhIaGIjQ0FPHx8fjrr7/g4eGhsv2qyvXr17FkyRI4OjpizJgxqFKliqZDAgBkZGRg6dKlCAgIwMmTJ2U+MzMzQ1xcHFq1aoXjx4+jYsWKGoqSFQdOanJwUivbDh8+jH79+qFRo0a4d++eSuvu2bMnTp06hQYNGuDff//N9blIJMLKlSvx448/qnS/ZUFERAQCAgJw7do1JCYmolmzZkhJScGCBQuQmJiIFi1awNfXF9ra2poOlakJLz3DWB5yblPl1auvqH7//Xc0bdoUYWFh0NPTQ+3atVGnTh3hZWdnp5FbeqVB1apVUbVq1Vw9Kt3c3NCqVSvcunULVatWRcuWLbF161ZUqlRJQ5GykoBbaqzMGD9+PDZv3gwdHR2kp6drOhymAl5eXvD09BSWE2rYsCFWrFgBJycnlXYGYprFtx/l4KRWtu3Zswfff/89AKB3797w9PREdHQ0EhIS0LNnTyQmJqJBgwYwNDTUcKRMGR8+fMDly5cxcOBAJCUlAQD09fXx888/Q1tbG9evX8eHDx+wdu1aNG7cWMPRssLgpCYHJ7WyLTs7G1OnTsWmTZtkxmJ9ytzcHGPHjsXcuXO5V90XJioqCmPGjMnVqSRHjRo14OfnBysrq2KOjBUVJzU5OKkxALh79y6WL1+Op0+fonr16nj06BFCQ0Nltpk0aRLWrVunkoUsy4LVq1cjISEBEydOVPmq1srKzMzEjh07cO7cOUilUjg6OmLt2rWIj4/H+vXrMWnSJI3Gx5THSU0OTmpMnqysLGRlZeGPP/7AxIkTAYBXUVaCpaUlYmJicO/ePTRq1EjT4eQydOhQ7N69G/369cPBgwf5j5UvjDLXbnExxcRYiaalpQU9PT1MmDABW7ZsgUgkwrp167Bx40ZNh5anGzdu4K+//sLixYvzHJhc3BwdHdGmTRskJydrOpQ8jRgxAmKxGIcOHcL58+c1HQ5TI05qjH1m9OjRWLBgAYCPtyGHDx8u9xmcpiQlJWHgwIH45ZdfcOnSJU2Hg7i4OPj5+SEiIkLToeQpZ/Jm4OMMM6z04qTGWB7mzJmDxYsXQyKRYOfOnRg5cmSJSmxdu3bFt99+C+DjrPUpKSkajSckJAQASnTPUXt7ewAoEX8EMPXhpMZYHsRiMebMmYODBw9CLBZj165dcHNzw7t37zQdmmDKlCnQ0dHBzZs3YWBggMqVK8Pf31/4PCMjA8HBwdi9ezfGjBkDZ2dnzJw5Uy2tqZzZPAICAlRet6p8//33kEgkuHjxIuzt7bFp0yZNh8TUQZULuZV0vEgoK4wjR45QuXLlCAA1bNgwz1WfNcXLy0tYvLN58+ZUq1Yt6t69O9WqVYskEonMCtQ5L2NjYzpx4oRK41i7di0BIDMzM5JKpSqtW5VWrVpFYrFYOBdLliyhjIwMTYfFCqDMtZtbaowVoE+fPvD394elpSXu37+PAwcOaDokQa9evZCUlIRnz54hOTkZT58+xZkzZ/D06VNkZ2dDX18f7dq1w7Rp07B161Y0b94c79+/x5IlSzB//nyVdDLJysrClStXAAA6OjpFrk+dfvzxR0RHR+OHH34A8PE2c0ntDMQKh0eXMqaAxo0bo2PHjjhw4ECuMW2aZmBggJo1a8LHxwc7duyAtbU1ateujdq1a8Pa2lqm+/qQIUPwyy+/YPPmzbh58ybu37+P3bt3F+lZmI+PD44fPw4A+O2330p8d3kLCwusXLkSJ06cwLNnz0ps5xZWONxSY0wBOXML6uvr4/79+wgMDERCQoJmg/pMtWrVsGDBAowePRodO3ZE5cqVcyUYHR0d/Prrr1i7di10dHTg5eUFZ2fnIj0rzGmlNW/eHL179y7KIRQbiUSCb775BsDH56es9OB/TcYUoKuri6ioKKSkpODs2bMYOXIkTExM0LZtW1y/fl3T4SltxIgRwirdgYGBWLJkSaHr8vb2BoAS1TtUEVWrVgUAPHz4UMORMFXipMaYAsRiMf73v/9h9+7d6NatGywtLQEAfn5+WLBgASZPnqzxbvXKat26NaytrQEAYWFhha4nZ4YHMzMzlcRVXHKm84qLi9NwJEyVOKkxpiCxWIzvv/8eZ8+excmTJ/H06VP07NkTjx8/xoYNG9CsWTPcvXtX02Eq5cOHDwCAli1bFqp8SkoKgoKCAACrVq1SVVjFImf5IU3MgrJr1y4sWrQIwcHBxb7v0o6TGmOFIBKJYGtrC29vb2zfvh1WVlZ49OgRWrZsiSVLliArK0vTISrEwMAAwMdVwRWVnJyMkJAQXL9+Xabn4KFDh7Bv3z6sWLECJ0+eFJaBKalcXV2hpaWFkJAQXLt2rVj3feHCBcydOxcTJkwoUWMfSwOe0JgxFYiLi8OYMWNw5MgRAB9v7e3Zswe2trYajuwjqVQKLy8vmJiY4KuvvhLeP3DgAAYMGAAAaNSoEapVq4YNGzYgLCwMN2/exPv372FiYgIjIyPExcXh4MGDuVoXIpEIDRo0gL6+Pm7evCm8b2ZmBjc3N3Tt2hU9e/YEERV5xhEiUmnvykGDBmHfvn3o0qULzp49W2ydRk6cOCGs5K2lpYWpU6di/vz5vDq6HEpdu9U7ZK5k4cHXTJ2kUint2bOHjIyMhEHOJ0+e1HRYAktLSwJAzs7OtHr1arp16xZFR0eTm5ubzOBsKyurPAdtf/oyMjIiW1tb6tatG02fPp3+/PNPcnFxIYlEQl26dMmzDn19fbpy5YowODs7O5t8fHzo9evXCsUfGxtL3bt3p/Xr16vsnDx69Ih0dHQIAE2ZMkVl9Spi7969VK9ePeH82NnZ0fLly+nNmzfFGseXQJlrNyc1xlQsPDyc2rRpI1ys5s6dS9nZ2RqNSSqVUuPGjQtMVp+/XFxcyNrampydnal79+60ffv2fC+6WVlZRET07t07Wrp0KXXu3DlXnTo6OmRubi787ujoKDMLSWBgYJ6zksTExAjlVWnRokUEgPT09FRaryKkUikdOXKETE1NZc7PsGHDqF+/fjRq1Cg6dOhQmZ/1hJOaHJzUWHFJT0+niRMnChcqV1dXev78uabDomfPntGECROoSZMmpKenJ9OK6t27N/Xt25e6du1KXbp0oZiYmCLvTyqVkq+vL+3fv5969uxJurq6chNo//79af/+/QSApk+fnquu2NhYYdtjx44VObYcBw8eJABkamqqsSm+3r59S7Nnz6b69evneW4aN25M58+f10hsJYEy125+psaYGu3btw+jRo0SBm/b2NjA2dkZHTp0QIcOHWBjY6PR+EJDQxESEoJ27doVS5f8lJQUxMTEID4+HuHh4QgICMDSpUuF6bokEglsbGzw7t07xMXF5Xp+NnjwYOzduxcA4OzsjAULFiA0NBTly5dHjx49UL58eaVj+vT5VnR0tDBcQxMyMjKwZ88eREdHQywW49GjRzh27BiSk5MhEonw119/oX///rnKJSQkIDExEVWqVCmVg8n5mZoc3FJjmhAYGEht27bNc4LhatWq0aBBg2jHjh0UHh6u6VA1Ijo6mlavXk01atQgAGRpaUk1a9bMs9UUHx9PlStXljtR8+XLl5Xev52dnfBMS9O3ifPy+vVr+vrrr4VjDAsLo2PHjtFXX31FJiYm1KlTJ6pUqRIBoBo1atDVq1dlyr969UpDkasO336Ug5Ma06TExEQ6e/YszZo1i1q1akVaWlq5Lsxubm504cKFEj3Tvbqkp6fTnDlzhNuizs7OdOrUqTyfJ4WEhFCnTp2ETisikUg4h+vXr6fbt28rfA4dHR0JAI0dO1bVh6QykZGRZGJiIvfWrUgkElaSAEDz5s2j3r17U7ly5UgsFtM///yj6UMoEk5qcnBSYyVJUlISnT9/nubMmUOtW7eWuTDXr1+ftm3bRikpKZoOs9h9+iwSAFWtWpX+/PNPunv3LqWkpFBqaiolJSUR0cc/FIiIUlNTycnJSaacjY1NrlbL57Kzs6lWrVoEgDw8PNR+bEXx9OlTatSokfAMdMSIEWRoaEgAqHXr1hQTE0Pt2rXLlfAsLCzI1dVV0+EXCSc1OTipsZLsyZMnNGnSJCpfvrxwQTIzM6NRo0bR1q1b6c6dO5SWlqbpMNVOKpXS6tWr82yRfHoLd/z48TLn482bN9S3b1+qUqWK0CFFR0eHPDw86OzZs3m23JKSkoQ/Jvbt21ech1koUqmUwsPDKS0tjVatWiXcrs1Z4y8mJoa+//57ql69OpmamlLjxo2F47t9+7aGoy88TmpycFJjX4KEhARas2YN2djY5Lqoa2trk4ODA40YMYIWLFhAEydOpIYNG5K+vj717NmTHB0dadWqVZSenq7pwyiy8PBwevHiBQ0ZMkQm0X/66tixY57HmpiYSL169ZLZ1sHBgTZt2kTHjx8Xena+f/9e6E5/6dKl4j7EInFxcSEANH/+/Hy3GzRoEAGgHj16FFNkqsdJTQ5OauxLkpWVRSdPnqQZM2ZQ586dcz1TqVq1qkyyMzMzE353d3fXdPgq9+DBA/L19aXIyEjat2+fcKzly5en+fPn50puWVlZdOTIERo3blyuoQS6urp06tQpoUVoZWVFL1++1NCRKS85OVk4lps3b+a77aNHj4TVvu/evVtMEaoWJzU5OKmxL5lUKqXnz5/T0aNHaciQIQSADAwM6PDhw3T37l2aM2cOde3aVWZs07179zQdtlpkZWXJJHUA1KhRI5o7dy6dP38+163GmJgYWrhwITk4OAi9LHNeOQPBBwwYoKGjUd6VK1eE+BXpsTlw4EACQD179lR/cGrASU0OTmqstMiZXQNArt6BGzZsEKZ+qlChwhff802et2/f0r179+jgwYMyM5QAoPbt29P9+/fp8uXLuabhSk9PF/4oACD0GpRIJBQbG6uho1HO77//LtxSVURISIjwbO3Bgwdqjk71OKnJwUmNlRbBwcHCrbe8OkBER0dT8+bNhZ5xpd3r169p5cqVNHjwYJmZUnJaYqNGjaK1a9eSv7+/UCY4OJiOHDlCjx49EraNiIjQ4FEULDk5mXr06CHEO3r0aIXL9u7dmwDQhAkT1BihevCMInLwjCKstPj9998xbtw4tGzZEv7+/nlus337dowaNQoAUIb+m+P58+fw9PTEjRs38vzc3t4eGRkZCAsLQ7du3TB8+HD0798f2dnZOHDgQJ4zdhSXqKgoHD58GK9evYK5uTkSExORkZGByZMnQ0tLC99//z3OnTsH4OP6fmfPnkWXLl0UqvvMmTNwc3ODtbU1IiMjVbragbopc+3WKqaYGGMqEhERgXnz5gEA+vXrJ3c7Hx8fAICbm1uxxFVS1KhRA35+fkhMTERERASOHTuGhw8fwtfXF5GRkQgJCRG2PXv2LM6ePStc4B8+fKipsBEVFYXGjRsjNjY212dbt26Fvr4+Xr9+DbFYjL/++gvt2rUTVi5XRKdOnWBgYICoqCgEBQXBwcFBleGXGJzUGPtCEBEOHDiAOXPm4O3bt2jcuDHGjBmT57YJCQk4duwYAGD8+PHFGWaJYWRkhPr166N+/foAPp6/vXv3Ij09HbVq1UL58uWxfft27Nq1C1lZWdDV1cWNGzdw5swZtG/fvlDzSBZWcnIy+vXrh9jYWJiamsLZ2RkvXryAvr4+Xrx4gYiICCQmJsLKygr79u1Dp06dlN6Hnp4eunTpAm9vb5w+fbrUJjV+psaYBmVmZpK/vz+dPn2abty4QXFxcZSWlkavX7+mhIQEev36Nc2YMYMsLS2pcuXKwtgkGxubfGf9DwkJkXmudPDgweI7qC9MamoqeXh4yCz/4uDgUKzLvcyZM0cYLB4cHCzzWUpKCm3bto127dpFcXFxRdrPxo0bCQB17969SPUUN+4oIgcnNVaSBAUFKbQg56cvQ0NDmjx5coG99DIzM6lt27YyZVNTU4vpyL5MV69eJVdXV2FOzhUrVhTbvvfs2UMrVqwgX19fte7n8uXLBIBsbW3Vuh9V444icnBHEVYSrF69GrGxsTh37hwCAwMBAGZmZsjIyMCHDx9ybd+8eXP88MMPqFmzJho2bAh9fX2F9kNESElJQdWqVREfHw8vLy/06tVLpcdSWERUYjsq/PHHHxg5ciTEYjEuXbqEDh06aDoklXn16pWwPE16ejq0tL6MJ1DKXLs5qTFWjIgINWvWRHh4ODp37ozw8HDcvHkTpqamAID09HSkpaWhfPnywhpahoaGRdrn8ePHUb16dTRp0kQFR1B08fHxaNiwIfr3749FixahXLlymg5JBhFhwIABOHjwICwtLTF48GCMGzcOFStWREBAABo1avTFXj+kUin09fWRnp6OsLAw1KhRQ9MhKYSTmhyc1JimZWdnY/fu3Th06BDevHmDHTt2oGnTppoOq1idO3cOLi4uAABbW1ucOXMGtWvX1nBUsqKiouDo6Ijo6GgAgJWVFcqVK4ewsDBUqlQJHh4e0NLSQv369eHh4QFdXV0NR6y4evXqISQkBBcuXEDnzp01HY5CeJFQOfiZGmOal5aWRocPHxaWTWncuLGmQ8pTfHw87d+/X1iaRt6revXqMoO6S7ru3bsTANq+fbvwXmpqKi1atIgcHR1p7969Gowub/xMTQ5uqTFWcjx58gR16tQBESEtLa3Etnaio6MxZ84cGBgYYPLkybh48SLCwsKQmZmJQ4cOISoqCjVq1EBISEiJPYZPjR07Flu2bIG9vT0OHjwIIyMjODs74+XLl8I2LVu2xObNm0tMt3++/SgHJzXGCoeIsH37dnh7e2P8+PEqGdCdnZ0NbW1tEBHCw8NRvXr1QtXz/v17GBsbFzmewkhMTETdunURHR2NDRs2YOLEiRqJQxlbtmzBihUr8Pz5c5n3LS0t8f79e6SmpgrvvXjxAlWrVoVIJMKrV6+QkJCAOnXqYP/+/Xj79i0qVKiAzMxM1KpVC3Xr1kXlypUhFotVHjPffpSDbz8ypjypVErff/+9zC23ESNGkI+PD+3Zs4c8PT2pQoUKNHDgQKWHDeSsk3b27NlCxZaRkUEdOnSg+vXr07x58wpVR1HlTC5crlw5+v333zUSgzIOHz5MAMjIyEhm6aKXL1+SVColHx+fAoeWVKtWLc/3TU1NqXnz5jRx4kRhdXJV4HFqcnBSY0w5wcHB1KFDB6pZsyaZmJhQ5cqV873YVa5cWeZZTUH69OlDAKhv376Fim/x4sXC+D1NTUacnp5OHTt2JAAkFotL/KTI//vf/wgA1a1bl+7evUu7d++mx48fy2yzZs2afP+dLSwsCAAZGxtTrVq1ci3nA4Ds7Oxox44ddODAAbpx40aRYuakJgcnNcYUI5VKafXq1aStrU0ASE9PjwICAigrK4t++eUXatKkCTVo0IDat29PEyZMoJ9//pn09fWFC9pvv/2m0H6uXr0qlPHw8KC0tDSFY/x0dv2tW7cW9lBVIjs7m1q2bEkAaP369RqNpSABAQEEfFwYNT/x8fEUGRlJd+7coX///Zfi4+MpIyOD/v33X5o8eTIBoCFDhgjbZ2Rk0PHjx2nWrFkyC9ZCydUE8sJJTQ5OaowVLDU1lQYNGiRckNzc3CgsLKzAcomJieTs7EwASCQS0cqVKyk5ObnAcv3795e5AA4YMICePHlSYDk3NzcCQI6Ojnkuv1Pc1q5dSwCoY8eOmg4lX2FhYcLt0sI6evSoMK1XXouURkZG0vTp08nR0ZHatGlT5NlZOKnJwUmNMfnevXtHS5cuFW4xSiQS2rhxo1IJIyoqKtctqIJuPaWlpZGDg4NMuV69euVbJigoiMRiMQGga9euKRyfOgUGBgrPqlJSUjQdjlyxsbHCec7KyipUHenp6VSpUqUiPQ9VhjLXbtV3U2GMfVGICLt370bt2rUxe/ZsvHr1CpaWljh37hwmTJig1HRWVlZWSE5OxrJly2BlZYUnT56gXbt2WLVqFaRSaZ5ldHV1ERAQgNjYWFSoUAEAYGBgkO9+Zs2aBalUihYtWqBdu3YKx6dODRs2hKmpKRITE2WWtylpPl19IK9p2RSho6MjTLm2cuVKlcSlKpzUGCvD7t+/j/bt22Po0KGIjY2Fvb09/vzzT4SHh+Orr74qVJ36+vqYOXMmgoOD4eHhgezsbEybNg0eHh75LlZqZmYmdM2XlwBzXL9+HQBQrVq1QsWoDhKJRIjn9u3bGo5GPl1dXWFqsvj4+ELXM27cOACAn5+fSuJSFU5qjJVB8fHx+OGHH+Dg4ABfX1/o6+tjxYoVuHfvHgYPHqySQcQVKlTA/v37sXXrVujo6ODQoUPYu3dvvmW+//57AICXlxeCg4Plbufk5AQAJWq8KREJMdetW1fD0eQvZ67Rd+/eFbqOnAVK09LSkJaWppK4VIGTGmNlSFZWFjZv3gw7OzusW7cO2dnZ6N27N0JCQjBt2jRoa2urdH8ikQijRo3CL7/8AgAYM2ZMvslq7ty5aNeuHdLS0tC5c2dERETkuV2zZs0AQJibsSRISUlBVlYWAJT4iYJVkdQ+HfCemJhY5JhUhZMaY2VAeno6du/ejUaNGmH8+PGIi4tD/fr1ce7cORw9elTtt/FmzJiBWrVqITU1FW3atBFuH35OIpHAy8sLDRs2RHR0NDZt2pTndn379gUA+Pj4YNGiRbh9+zays7PVFr8ipk6dCqlUCltbW1SpUkWjsRTEzMwMQNGSmpaWlvB8LjY2ViVxqQInNcZKuYMHD6JGjRoYOnQoQkJCYGZmhk2bNiEoKAhdu3Ytlhi0tbVx7do1NG7cGAkJCWjfvj2mT5+Os2fP5kpG5ubm+OabbwDIf17TvHlzDBgwAMDH1l2LFi2gpaUFX19ftR6HPDExMdi2bRuAjy2YnBZbSWViYgKgaEkNgNCx58mTJ0UNSWU4qTFWyhkYGCA6OhqVK1fGr7/+iqdPn2LcuHHFvkCklZUVfHx8hElyV65cCVdXVzg6OuZqueX0rPP19ZXbAvvzzz+xatUqVK1aVXivT58+Rer8UFjm5ubo1KkTACAgIACurq7YtGkTVq9ejVWrVmH//v0ab0l+KqejSFGehWVlZQkttCtXrqgiLNUoytiBpUuXEgCaPHmy8N7Ro0epa9euwojywMBAheqKj4+ncePGkaWlJenq6lLdunXp9OnTMtts2rSJbGxsSFdXl5o2bar0+BQep8bKouzsbDp06BClp6drOhQiIkpISKAJEyaQm5sbGRsbywzy3rFjB71+/Vr4vwpAobgTEhJk5jK0tbWlzZs3F8PR/EcqldLhw4dJJBLlObWUra0tXbhwoVhjkqdr1665lp9RVs4ckgDoyJEjKowut2IZfH3r1i2ysbGhRo0aySS1PXv20IIFC2j79u0KJ7X09HRydHSk7t27k6+vL4WHh9P169cpKChI2ObgwYOkra1N27dvp+DgYJo8eTIZGBjQixcvFI6ZkxpjJcubN29o1KhRJJFIZBJA+/bthZ/j4+MVqsvf35+sra1l6pk9e3axzzZy6NAh+v7776lz587Ut29fatKkiRBPuXLlyM/Pr1jj+VxWVpbwB8Ddu3cLXc+ff/5JAKh27doqjC5vak9qHz58IDs7O7pw4QI5OzvLJLUcz58/Vzip/f7771SzZk3KyMiQu02LFi1ozJgxMu/VrVuXZs6cqXDcnNQYK5mCg4Np7NixVK5cuVwtnClTpij8x2tmZib98ccfMlNv+fj4qDn6gr17947q1KkjHI8mPXz4kACQgYFBoWcUISIKDQ1VqjVdFGqfUSRnPSVVLQV+4sQJtGrVCuPHj0elSpXQoEEDLF26VLgHnZGRgbt37+Z6qN21a1fcuHFDbr3p6elITEyUeTHG1IuIMG/ePNy8eVPhMvb29ti8eTNiY2Nx8uRJeHp6CteXdevWoXHjxvkOBcihpaWF4cOHY+/evcLwhJIwhsrExEQla9CpwrVr1wB8HBYhkUgKXY+dnR0CAgIQGRlZ7M9n86N0JAcPHkRAQIBKR8yHhYXhf//7HwYOHIgzZ87gyZMnGD9+PLKysjB37lzExsYiOzsblSpVkilXqVIlvH79Wm69y5Ytw4IFC1QWJ2OsYL/99hsWLlyIBw8e4OjRo0qV1dfXh7u7O9zd3ZGZmYkDBw5g3bp1CAwMRJs2beDu7g5HR0cMHjxY6MGXF39/f2RmZgIAKleuXKTjUZWKFSsCAA4fPgwtLS0sXry42FfKzs7Oxvbt2wEArq6uRapLJBKVmJWxZSjTBHz58iVZWFjIPOtSxe1HOzs7qlq1qkxTePXq1WRpaUlERK9evSIAuSZGXbx4MdWpU0duvWlpafT+/XvhFRERwbcfGVOzXbt2EQDS19dX6pm3PG/fviUnJyeZW5IVK1akmzdv5tp25cqV5OLiQrq6ugSAKlSooNRyNur077//CpMwA6DFixfThw8fijWGdevWCZMuv379ulj3XRRqe6Z27NgxYfbunBf+f5kJiUQik5SUSWrt27enr776Sua9M2fOCPdq09PTSSKRkJeXl8w2kyZNovbt2yscPz9TY0z9MjMzyd7engDQsmXLVFbnqVOnaMmSJULdtWvXlnmW8/nClq1atSr0gp1PnjzJ9xl/YZ0/f15moVUDA4NiW2Xg7t27QrLfsmVLsexTVdT2TO2rr77C/fv3ERQUJLwcHR0xcOBABAUFFfr+bJs2bfD06VOZSUwfP34MKysr6OjoQEdHB82aNcOFCxdkyl24cAGtW7cu1D4ZY+qhpaWFmjVrAlDdTBNaWlpwc3PD7NmzcePGDVSqVAmPHz/GunXrAACLFi3C1KlTAQAdOnTAlStX4OvrW6iZPR4+fAhHR0ekpKTkOwFzYXTp0gXPnz/Hjz/+CABITk7GpEmTCj1bvqLev3+Pb7/9Funp6XB3d8eoUaPUuj+NKmoG/fz2Y1xcHAUGBtLp06cJAB08eJACAwMpOjpa2GbQoEEyvRZfvnxJ5cuXpwkTJlBoaCidOnWKLCwsaPHixcI2OV36d+zYQcHBwTRlyhQyMDCg8PBwhWPllhpj6vfpGDNfX1+17GP37t3CLc5Px0t16dKlyHX37NmTANDevXtVEKl8e/fuFeJu2rQpJSUlqWU/UqmU+vbtSwDIxsaG3r17p5b9qFOxLhL6eVLLuZ/++WvevHkyZb7//nuZem7cuEFOTk6kq6tLNWvWpCVLluTqbrpp0yaqXr066ejoUNOmTenq1atKxcpJjTH1e/HihfD/PjMzUy37yM7Opo4dOxIAqlGjhrC/oj4n+jQhf9p3QF3OnTtHFStWJAA0fPhwtexj06ZNBIC0tbXzfA75JeCVr+XgpMaY+sXHxwuJQZ2dNMLCwoSEkPN8f9GiRUWqc/bs2QSAzM3Ni23Q9uXLl4VZSP755x+V1n3v3j3hOdqaNWtUWndx4pWvGWNqFRERgStXruD69etC1/niVqNGDfj5+cHOzk4Y0/r333+jX79+mDVrFu7du6dUfdeuXcPSpUsBfJx7UpkVv4uiQ4cOwjpys2bNUtlzvJSUFHh4eAjP0aZMmaKSeks89efYkoNbaowp7vXr19S8eXPq1asXubu70+LFi+nUqVM0cuRImUcLurq6NHr0aPrhhx/o0aNHlJGRQeXLly+WOQGJPs77WKVKFZJIJLlmJClXrhy5urrSnTt38q3jf//7H2lraxMAqlKlCqWmpqo97k+Fh4cLLapFixappOflsGHDCABZWlrSmzdvVBCl5vDtRzk4qTGmuHHjxpGzs3Oez8jlvSwsLOj+/fs0YsQIAkDNmzcvllhPnjxJ9erVI3d3d5o1axZ169ZNSFI5L09PT4qKipIpl5WVRVOnThUSytdff01v374tlpg/t3z5ciFWe3t72rJlCyUkJBSqrpyONGKxmC5duqTiSIsfJzU5OKkxpriYmBjy8fEhT09PateuHTVs2FC46P7xxx9E9DEp7Nq1i6pVqyaTQHJ62wGgtWvXUmRkpNrjff/+vcy4taSkJHrw4AF5enoKsRgbG9PSpUvp5cuXRPTfMzQA1KlTJ0pMTFR7nPJIpVLasmULmZuby4xjmzlzJqWkpChcT3BwMOnr66vkGWNJwUlNDk5qjBWNVCql7OzsPD/z9/en6tWrCxdkLS0t4efy5cvTgwcPijna/9y+fZuaN28uxCORSGjWrFkySVrecRW3+Ph4WrlyJdWrV0+Iz87Ojg4dOlRg2ZSUFOGPj86dO5eYYyoqTmpycFJjTL2kUimdOnVK6Gb/+dpis2fPLvQttaLKzMykXbt2UbNmzYQu7gDI1dVVI/EURCqVkre3N1lZWQnnr3PnzvTkyRO5ZUaPHi3cBv50bPCXjpOaHJzUGCseqampdP78efL29qZnz57JXJgrV65Mv/32m8b+H759+1a4PWdubk6zZ8/WSByKSkhIoNmzZwvDFuQNMD9y5Ijwh8T58+eLOUr1UubaLSJS8TwwJVhiYiKMjY3x/v17GBkZaTocxsqMyMhIdOvWLdfyMV26dEFaWhpiYmKQlZWFRo0aYcmSJahXr55a4wkICMCqVatw6NAhVKxYEc+ePYO+vr5a91lUd+/eRfPmzUFEOHfunMxSXC9fvkSTJk0QHx+Pr776Cr169cKYMWOKtLRMSaLUtVvdGbYk4ZYaY5ojlUopMTGRVq5cKXT5z+tlaGhIixcvpoCAALUOgE5LS6OqVasSAPrpp5++iOdP48ePJwBUrVo1YQWElJQU+vbbbwkA6ejo5DmL05eObz/KwUmNsZIhLi6OTpw4QbNmzaIOHTqQoaFhngnOzc1NrYlt/fr1X1QSSEpKIhsbGwJAVlZWFBERQe7u7jJL2uS8RCIRubi4qG3+zeLEtx/l4NuPjJVsvr6+2LhxI8LDw3Hr1i0AH29dqnOhT3t7ezx69Ahdu3bFuXPn1LYfVQkMDETTpk0BfFxROz4+Hrq6uhg2bBhq1aoFZ2dneHl5CbOjAMD27dsxYsQITYVcZHz7UQ5uqTH25ahbty4BkFmtQx0WLFggtG7UPTN/UUmlUho6dKhMi6xevXp5TlT84MEDcnd3F7br3bs3HT16tNgXJlUFvv0oByc1xr4cv//+u3AbbdCgQWobCpCZmSkkCi0tLbp//75a9lNUN2/epE6dOglTXxkaGtJvv/2W75RaWVlZwuwuOS8zMzMaPnx4sQyIVxVOanJwUmPsyyGVSoUOEMDHla5//vlnWrFiBYWEhFB8fLzK9pWdnU3dunUjAPTdd9+prF5VCAkJoV69egnnQVdXlxYsWKDUdezq1as0ZMgQqlSpklBPrVq1KDY2Vo2Rqw4nNTk4qTH2ZUlJSaGRI0eSsbFxro4QYrGYmjVrRuvXr8+19mJh3LlzR+hw8eeff6og+qKJjo6mMWPGCOPTxGIxDRkyhJ4/f17oOrOysuj06dNCchs2bNgX0euTk5ocnNQY+zLFxcUJ3dnzejVv3pw2bdpU5Av03Llzha7xp06dUlH0ypFKpfTrr7+SgYGBcHw9e/ak4OBgle3j77//FuquW7cuPXz4UGV1qwP3fpSDez8y9uV7/PgxLCwskJiYiH379mHx4sVITU0FAAwZMgQDBw5E+/btoaOjo3TdUqkU3377Lby8vAAAAwcOxK+//qrS3pfR0dHYvHkz3r59CyKCVCoFfWxgID09HU+fPsXNmzcBAE5OTli5ciXatWunsv3n2L17N3744QckJCTgypUrcHZ2Vvk+VIV7P8rBLTXGSp/w8HCaOXOmTMvN2NiYhgwZQj4+PkrXl5aWRhMmTJCpz93dXSVrkj158kRmyjB5r1q1atHEiRPVvvp2fHw8jR49utjXj1MWt9Tk4JYaY6XXyZMnsWzZMjx8+BCJiYnC+wsWLMDcuXOVrs/Pzw8eHh6IiIgAAHTv3h2nT58udHxEhJYtW+LWrVuoW7cuvvvuO0gkEohEIqSmpuLPP//Eq1evAAAjRozA1q1bIRaLC72/0oRbanJwS40x5WRkZNCzZ880HYZSUlNTafny5dSlSxeh5bN169ZC1ZWSkkJHjx4lAKSnp1ekZ3Y59ejr69OrV69kPlu4cKEQa48ePWTWhWPKXbv5zwDGWJ7S0tIwZMgQfPfdd7kmIi7J9PT0MGPGDJw7dw6jR48GAIwePRphYWFK11WuXDncuHEDAFC+fPlCxxQWFibM6DF58mRYW1sLn92/f19oSXbq1AnHjx8v1PNA9v+KIcmWGNxSY0xx58+fJzs7O2GJli9Reno61axZU+i+rqy7d+8KLai///67UDEkJydTo0aNCAA5OTlRWloaERHt27eP6tWrJ6w5V6tWLQoJCSnUPko77tIvByc1xhTj6+ubq/PChQsXNB1WoZw5c0Y4hg0bNihVdvDgwQSA+vbtW+j9//jjjwR8XLgzIiKCiIgCAgJkzm337t0pLi6u0Pso7TipycFJjbGCSaVS6tmzZ67eeBYWFpSSkqLp8AplypQpwrFMnDgx39WjiT4+S9u8eTOVK1eOANCNGzcKtd8rV66QlpYWAaAzZ84I7y9evFhouamiV2Vpx0lNDk5qjBXswoULQgLYs2cPnT59mqytrQkA2djY5Dl5bkknlUplppoSi8U0duxYSk5OznP7QYMGCdu2atWqUF3rExISqHLlyrmm3oqMjBRmLlmzZk2uOJcvX05169alPn360OvXr5Xeb2nESU0OTmqM5e/169fC7Pi9e/cW3j9y5IjMmmejR4+mzMxMDUaqvMzMTNqyZYswxyMAatiwIcXExOTaVl9fnwDQzJkzCz3H5E8//SS0cj9Nnt7e3sL+P+9N6enpmWu83dq1aykxMbFQMZQWnNTk4KTGmHxPnjwR5gQ0MzOj6Ohomc+joqLIw8ND6NgwYMAAtQ8OVpeLFy8Kx9qyZctcE/taWloSADp9+nSh6n/37p0wzdXn020tX75cSFqfJrvr16+TmZkZAaAJEyZQ/fr1ZW7/luXblJzU5OCkxph83bt3Fy6iDx48kLvdpy2NBg0a0I4dO4oxStV5+PAhlS9fngCQvb09vX37Vvhs3LhxQnIpjBUrVggtwc8Tf1BQkHD+jh07RkQfk6CJiQnZ2tpS+/btiejjGMHff/+dzM3NhT8iyipOanJwUmMst4SEBJo1axa5ubkp3Mtx165dMrfJimPy32vXrtGqVato4cKF9PLlS5XUeevWLeG5l5aWFtWtW5cGDBhAX331FQEgBwcHSkpKUqrOrKwsql69OgGQm/CnTp1KAMjFxYWIiDZu3EjW1tbUsGHDXC3kS5cuEfBxXbnZs2d/EbPqqxonNTk4qTGWW0hICEkkEqpXrx6NGTNG4XJRUVFC5wuRSKTSWeTz4ujoKCRRIyOjfFuTyggMDCR7e3u58zB269aNli5dmmsWEHlOnTpFAMjExERub9HQ0FChV+T69eupQoUKBIBcXV3z3D5nWEDOs86csW5lBSc1OTipMZa3pUuX0v79+5V+Rpaenk5t2rQh4ONyLQsWLFBLSyIjI4N69epFPXr0IF1dXQJAlStXpnPnzqmkfqlUSi9fvqSjR4/STz/9RN999x2ZmJgQAGF/xsbGdOfOnQLryumI8sMPP+S7PxsbG5nk2bBhQ7mdUqRSKe3cuZO0tbUJAHXu3LnET0KsSpzU5OCkxpjqRUVFUfPmzYWL808//aTW/b148YJsbW2F/a1bt04t+5FKpRQSEkKbNm2ihg0bCrcjcwZQ5+Xhw4fCkIH85szMuaX4aUeQDx8+FBiTj4+PsGhohQoVVHYbtqTjpCYHJzXG1CMrK4t+//134SI9Y8YMte7v/fv3NHLkSGF/Li4uav1//ekMIBKJhEaOHEkJCQm5tsuZmNjd3T3f+nI6ouS8atasqXAsnya2GjVqlInrGU9ozBgrVhKJBGPGjMH8+fMBAL/++iv8/PzUtj8jIyNs3boVI0eOBACcPXsWbdq0wZ07d9SyPwcHB2zevBlNmzZFdnY2tm/fDgcHB/z555+4d+8eYmJiIJVKkZKSAgCoVatWvvV5enoKPxsbG+OXX35ROBYXFxc8fvwYJiYmeP78Odzd3REZGVm4AyuNiiHJlhjcUmNMPlWNOevUqRMBoGbNmql9HJtUKqWNGzcKz78AkJubm0K38grr2rVrQu/GT18GBgZkYWFBAOjHH38ssJ4RI0aQvb09Va5cuVDn6dMpuKpUqUIZGRmFOZwvAt9+lIOTGmN5y87Opjlz5tC0adOK3Kvw+fPnwoVe0R6DRRUZGUm9e/cW9vvHH3+odX8JCQm0YMECatq0KVWsWFEYkI7/HxqgpaVFX3/9Nf3111+UlZWVq3xUVJSw/YoVKwodh5+fn1DPpUuXinJIJRrffmSMKeXUqVNYsmQJNm/eDAsLiyLVJZVKAXy8JVmhQgUVRFewypUro2nTpsLvderUUev+jI2NMXfuXNy9exdv3rxBRkYG+vfvDwDQ1tZGVlYWTp48iQEDBmDVqlW5yj969Ej4+aeffip0HK1bt4aVlRUAIDQ0tND1lCZamg6AMaZ5V69eBQB89dVXqFixYpHqevz4sfCzvr5+oeoIDAxElSpVlIrlwoUL6NSpEzp06IC2bdsWar+FQUSYMWMGDh48CAA4ceIErKys0LFjR7x9+xYvX77MVWbfvn0AgAYNGkAkEhV63+np6TAzM0PNmjXVnsi/FNxSY4zh6tWr0NLSQlpaWpHrunfvHgDAzs6uUOXfvXuHSZMmYdGiRQqXISJERETA19cXDRo0KNR+CyM7OxtTp07FmjVrAAALFy5E586dYWRkhLi4OADAsGHDZMpcvHgRe/bsAQCsW7euSPvftWsXHjx4gBcvXsDZ2blIdZUaar8ZWoLwMzXG8jZjxgzh2Ux+46sUERoaKtSlyGDlz+XMLdm0aVOFy7x+/VrYZ2BgoNL7VFRCQgIFBATQwYMHaebMmcKK1gBo69atwnZRUVHC8jKhoaHC+zdu3BCW8enbt2+ROtJERUWRsbGxWsfqlRTcUUQOTmqM5U0qlap08HTODPV79+5VuuzFixeFWBRd3kYqlQqz2qsi/vT0dPL19aXNmzfT8OHDycnJSZhB//NXhQoV6K+//pIpHxISIsz+kbM4aHJyMunp6Qnlirrg6pgxYwgAOTo65tkZpTRR5trNz9QYY8L4KgCoVKlSkerKyspCcnIygI+dF2JiYpSqs2XLlsLPf/75J4YPH15gGZFIhMmTJ2PUqFFYu3YtOnfujG7duikfPICtW7di2rRp+PDhQ56fW1hYoEaNGmjSpAkaNWqEvn375upcc/jwYWRmZqJu3brCbUFdXV1oa2sjLS0NU6ZMQbly5QoVX47ly5dDLBZjxIgRkEgkRaqrVCmGJFticEuNsbz5+PgQANLT0yvynIJSqVRYqyzn1b17d6UmPM5ZebpXr14Kl8nOzqa2bdsWqYt7cHAw6ejoCHV07dqVpk2bRn///TfduXNH4WtH3759CQD9+uuvwnsxMTFC3devX1c6trKMu/QzxpQSGxsLAKhWrRr09PSKVJdIJMLOnTvRuXNn2NvbQywW48yZM2jZsqVMz8j89OnTBwBw7Ngx3Lx5U6EyYrEY3t7eaN68OYCPnTaU9euvvyIjIwPNmzeHVCrFuXPnsGLFCvTr1w/NmjWDkZGRQvUkJSUBAMzNzYXfhwwZgoyMDDRq1Aht2rRROjamGE5qjDE8efIEwMfu+B4eHnj+/HmR6uvevTsuXLiA4OBgBAUFoWHDhkhMTESvXr2watUqLFiwABs2bMDt27cRFhaGV69eyZTv2bMn3NzcAECYCksRZmZmWL58OQDg2rVruHXrlkLliAhz5szB3r17AQCLFi0qUlf7nFuLgYGBuHr1KmrVqgUfHx/o6Ohg8eLFRaqbFUD9DceSg28/Mpa3EydO5Or8MHz4cNqxYwclJiYWuf6uXbtS1apV8+xo0a5dO5o1a1auMp/OunHx4kWl9pezzlvDhg0pJiamwO337Nkj7Gvp0qVK7SsvORMbf/7y8vIqct1lEfd+lIOTGmPyXblyhbZv30516tSRuRDr6OhQz549KTIyslD15izHAoBq165N7du3JycnJ2rXrh0ZGBiQo6Oj3LXHvvvuO6WfrRERPXnyROh9WKVKFfLz88t3+7lz5woxqkJGRkauhLZr164yuWq1KnBSk4OTGmMFy8zMpL/++osGDx5MdnZ2wkXZysqqUItyTpkyhQBQ27ZtlS579uxZYf9///23UmUvXrwoM/Fwq1at6MWLF3lu6+XlRcDHdc1UZdmyZQRAZl5IfX19Gj9+fKmefFgdOKnJwUmNMeVIpVL6559/yN7eXqYno6IDtGNjY8nc3JwA0L59+woVw7BhwwgAVa1aVemyUVFR5OLiIrTajI2Nc/WKlEqlNGHCBAJAjRs3LlSMeenZs6dwzrS1tYXB2Dmv1q1b0+LFi4s8Xq0s4KQmByc1xgonMTGRPD09hVZH7dq1CxwYnZaWRq1atRISkqIDqT83ZMgQAkC2traFKk9EFB4eTs2aNSMApKurS9euXRM+y1ncVFdXl0QiUZFXKSCSHcwOgJKTkykzM5PWr19PhoaGMp+5u7uX+sHTRcVJTQ5OaowVzbVr14TZQpYsWZLvtnv37hUu3P/++2+h9nf58mWhjhMnThSqjhypqank4uJCAKhatWrC+02aNCEAVLlyZQJArq6uhd5HZmYmXb9+nYYOHSrE3aBBA5npsFJSUuj48ePUpUsXYdyap6dnkY6ttOOkJgcnNcaKbtGiRQSAOnbsmO92Oc+U2rVrV+h9fdqLsLAtvU+9evVKqC9nIdGchT1XrlwpfBYXF6d03dnZ2dS5c2eZVliLFi0oJCREbplPE//WrVspPT290MdWmvHga8aY2tSsWRPAx3FgT58+lbudiYkJAOD69evIzs4u1L4GDBgg/JyzXllRWFlZCWu8HTt2DG/fvhUGnudMFVahQgUYGhoqVW9QUBBatGiBixcvCu+NGTMG/v7+qFu3rtxynp6e6NKlCwBg9OjRaNiwIaKiopTaN5PFSY0xphQ3NzcYGhoiOzsbq1evlrtdly5dIBZ/vMTs2LGjUPuytbXF33//jYoVK+Lo0aNISEgoVD05RCKRkGAfPXqEefPmQSqVol69esJcj+3atYO2trZS9c6bNw93794FAPTq1QsnT57E5s2bhePPz5kzZ7Bu3ToYGhrC0tISYWFhSh4Vk1EMLccSg28/MvZRVlYWLV26lKZMmUKNGzcmb29vpW7v5dyqs7CwyHe7pUuXCnNKFvbWWmZmJunr65OJiQlduHChUHV8Sl9fnwDQsGHDhI4v+/bto59//rlQz9QyMzOFW4gFnY/8JCUlFbpsace3Hxlj+dq9ezdmz56NdevW4d69e/jmm2/QoUMH3LlzR6Hy5cuXBwBUrVo13+0mTZoEXV1dpKWloXXr1oiPj1c6Vi0tLXh6eiI+Pl6phUPz8uTJE+E24969e0FE8PT0xMCBAxESEgIAqFy5slJ1hoaGCj8XZr7JHAYGBoUuy/7DSY2xMkYqleL27dsAAFNTU/Ts2RNGRkbw8/ND8+bN4eDggIcPH+ZbR+3atQEAMTExICK52xkYGOD48eMwNTXF3bt30a9fP6Snpysdc84yMv7+/kqX/dSVK1cAAMbGxsjMzESdOnXw559/4sWLFzh69CgAyCwJExsbiwkTJkBbWxvdu3fH9u3bc9WZmZkJ4OPSMqNGjSpSfEwF1N5uLEH49iNjeQsKCqJu3brJ9Nzr2bMnhYeH57l9cnKyMN7K29u7wPr9/PxIS0tL6OKu7HRRT58+JQAkFouVKve5xYsX5zkXY86Cm+XLlxdWqo6Li6PatWtTu3bthK73rq6uuW6jfjrIOjY2tkjxsbxxl345OKkxlr/Hjx/TN998kyu5LV68mHbt2kX79u2jFStW0MiRI6lSpUqkpaVFnTt3pvj4+ALrzlmzDf8/LkuZddtevHhBAEhLS6vQx5aWlkb169cnLS0tsre3p02bNpFUKqXg4GDhOVvObCNZWVnUvn17qlmzJpUvX57mz59PnTp1okWLFsnU+ejRI+GYfvzxx0LHxvLHSU0OTmqMKebOnTvUpk2bPGea//SV09GiUaNGdPXqVZlBxnmZOnWqUHbAgAEKx/Pbb78RAKpfv77SxyKVSun8+fPUr18/0tfXJ21tbbpz5w5lZGTQli1bhHgaNWokxJ8zy8g333xDN27cEOrJGdtGRLRmzRqZc/HkyROlY2OK4aQmByc1xhQnlUrp3r175OnpSZaWlgSALC0tqUOHDjRs2DDatm0bXbhwgSpWrChc2CdOnFhgndu3bxe2V3RZm5xJkd3d3ZU6htDQUGrevLmwv5z5F7t3755rNYK//vpLKJczpVZevRlPnjxJ9evXlylbq1YtevfunVKxMcVxUpODkxpjqhcdHS0zLZQicydWqFCBAJCPj49C+9i6dSsBIFNTU4Xj8vHxEZKYSCSivn370rhx43K1NuvXr0+zZ8+WGdLw66+/EgAyMDCQeT88PJwqVaokU37QoEG8pIyacVKTg5MaY+qT8yyudu3aBd6KGzRoEAGgmjVrKtS5YuPGjQSAjIyMFIrl4sWLpKurSwCoadOmQueP8+fPk0gkIgsLC2rfvj29ffs2z/KPHj0iPT09AkBDhw4V3nd3dxeSWb9+/WjYsGH08uVLhWJihcdJTQ5OaoypT2RkpDApsL29fb6DuV+9ekXW1tYEgDw8PPKt99y5c0IiGTx4cIFx7Nq1iyQSCQGgr7/+WuitGBQUJNRjaWlJb968ybeeT1cDT0hIICIiExMTAkDdunUrMA6mOjz4mjFW7CpXrozbt2/D2NgYISEhqFatGn799VdhbsVPWVtb46effgIA3Lt3T26dRIR58+YBADp37pznOLEcUqkUEyZMwNChQ5GdnY3evXvj8OHD0NHRAQAMHz5c2NbPzw8VK1bM93i+/vpr4eeEhAQQkTB43MzMLN+yTHM4qTHGVMbKygq//fYbjI2NER0djZkzZ8La2hqNGjXCzp07Zbbt06cPACA4OBiPHz/Os74bN27gn3/+AfBx/sicBJWXBQsWYNOmTQCAn3/+GYcPH4auri4A4N27d8LcjFevXhUmZVZUaGgo1q5dK/yeM/iclUBqbzeWIHz7kbHikZaWRrt27SIHBweZThWfdiK5evWq8L68lbRzuvJXrlw53/2FhoYKA6S3b9+e6/Pk5GRhX0+fPlX4OMzMzPIcyvDq1SuF62BFx7cfGWMapauriyFDhuDu3bt4/vw5WrZsCQC4fPmysM3BgwcBAK6urnJbTq1atQIAvHr1Chs2bJC7v9OnTyMjIwOtW7fGiBEjcn1+4sQJAB+XlalevbpCx3Djxg3ExcXJvJcz7Ze1tbVCdbDix0mNMYbg4GC11CsSiWBjY4POnTsDAAIDAwEA2dnZ2LVrFwDZNdM+17RpUzRq1AjAf/M25iVn3kY3N7dcn7158wYjR44EAHz77bfQ0tKSW8+rV6+wfPlyXLp0CZMmTYJEIhG237t3L/bs2YOAgADs3r0bb968kVsP06BiaDmWGHz7kbHcLly4QACoSpUqlJKSopZ95NxG/Prrr4mIKCMjQ7iV9++//+ZbNmd2DwB0/vz5XJ8HBwcLn4eFheX6fMWKFQSAGjduLDMjyOfu379f4Awqn79GjRrFY9SKAd9+ZIwpJDMzE+PHjwfwsVX06Qz1qlSrVi0AwMmTJ9GkSRN8++23kEgkAIDIyMh8yw4ePBjm5uYAPt6qPHDggMzn586dAwC0b98eNWrUyFX+8OHDAIDvvvtOWDLnc0SEHj165Hp/yJAhAGSXhfnqq6+E24/btm2Ds7Mz/Pz88j0GVnw4qTFWho0aNQqPHz+GkZERtm7dqrb9dOzYEa6urgA+duE/fvw4srOzoaOjU+BSNPr6+rh58yasra2RnZ2N6dOnCytgZ2Vl4d9//wUA1KlTJ8/y7969AwAkJyfL3cf48ePx/PlzAECHDh3w77//Ijk5WVhjbcqUKcjIyAAR4eLFi3j58iUWL14MAPD19UXbtm2xZcsWBc8GUydOaoyVUVu2bMHu3bsBAJs2bYKlpaXa9qWjo4MzZ87gxYsXOHnyJDZv3oxWrVohIyMDe/fuRVZWVr7la9asicDAQFSsWBGRkZFo3LgxatSoARMTE6Gl5uTklGdZGxsbAMi3c0dOYm3ZsiXOnTuHhg0bIiMjQ2hFGhsbQ1tbW9heIpFgzpw5ePbsmfC8cOzYsYiKilLshDC14aTGWBmlo6MDAwMDzJs3D56ensWyz2rVqsHd3R1jx47F+vXrIRaL4eXlhY4dO+LkyZP5lrWwsMDFixdhamqKly9fIjw8HKmpqYiNjYWZmRmcnZ3zLJczUDojI0Nu3T/99BOOHDkCX19f6OjowN/fH9WqVcOrV68AQG7nkpo1a+LcuXPCuDU7Ozvs2LGjwPPA1EjtT/hKEO4owpisiIiIApeLUacjR44Ia5nh/zuSFDSOLDAwkGxsbIQyOdNtGRsb04kTJ3Jt7+HhodAKAjlev34t1FmrVi1auXIlZWRkFHgcOfHo6+vTyZMnFdoXUwzP/SgHJzXGSp6wsDAaMmSIkBTatGlDWVlZcrd/+vSpMMt/s2bNKCIiglq3bi2UnzNnjkz5Hj16KDzDf0ZGBrVr106Yv1LRpXGIiJKSksjV1ZUAkKOjo8LlWMG49yNjTGOOHj2KtWvXQiqVKrR9jRo1sHPnTly9ehW6urrw8/PD119/jYiIiDy3X7t2LRISEmBqagofHx9UqVIFly9fxsSJEwEAS5YsEX4G/utAYmFhUWAss2fPxvXr12FkZAQvLy8YGhoqdAzAxx6SY8eOBQC8fPlS4XJMxYohyZYY3FJjTP2aNm1KAGjp0qVKlz1y5IiwZAwAGjt2LE2aNIlcXV3J09OTYmJiaNSoUQSA+vbtm6v87t27CQDp6uoK/88PHz5MAKhixYr53ka8du2asF8vLy+lYycievbsWaGm42L545YaY0xjcqaWym/mDnn69OkDb29vVK1aFQBw/fp1bNiwAT4+Pti3bx8aNmwozOTx9OnTXOUHDx4Me3t7pKen4/jx4wCA7t27QyKR4O3bt0L3/88lJSVh3LhxAIARI0agV69eSscOfOw40rZtWwDAhAkTClUHK5oiJbVly5ZBJBJhypQpwnteXl7o1q0bzM3NIRKJEBQUVGA9u3fvhkgkyvVKS0sTtpk/f36uz9XZBZkxVjijRo0CAPz111+FKu/i4oJVq1bBzs4Oz58/h4uLC2bPng17e3u8efMG3t7eACBzfcghEonQvXt3AMCdO3cAfBznVqFCBQDAw4cPc5W5f/8+2rVrhwcPHsDc3BzLli0rVNw5OnbsCAAIDw8vUj2scAqd1G7fvo1t27YJ87LlSE5ORps2bbB8+XKl6jMyMkJ0dLTMS09PT2ab+vXry3x+//79wobPGFOTIUOGCH/Q5tWaUkRGRgaePHkCJycn+Pj4YMmSJfD398e0adOEFuCjR4/y/KPZ3t5e+BwAgoKChNbj5xMnb9u2Dc2aNUNQUBDMzMxw+vRpYfaSwqpSpQqAvFuSTP0KldSSkpIwcOBAbN++HSYmJjKfDRo0CHPnzhUGJCoqp+X16etzWlpaMp8XtMgfY6z4WVtbo02bNgCAadOmFaqOnEHMpqamwnvGxsaYM2cO+vbtC7FYDLFYjBYtWuRqWdWtWxfAf0ktZxLlDh06CLcGgY+z8I8ZMwaZmZno0aMHHjx4gBYtWhQq3k/lLCTatGnTItfFlFeopDZ+/Hi4ubkpnbjyk5SUhOrVq6NKlSpwd3cXvoifevLkCaytrVGjRg30798fYWFh+daZnp6OxMREmRdjTP3WrVsHAPD29sbt27eVLn/z5k0AQLNmzYT3fH19Ub9+fRw8eBBSqRSGhobIzMzE7NmzYWtrC1dXV7x//15Iai9fvkRycrLwbO1TGRkZmDJlCogIgwYNgre3t8oeZ0ybNg1v377FH3/8oZL6mJKU7YVy4MABatCgAaWmphIRkbOzM02ePDnXds+fPycAFBgYWGCd/v7+tHfvXgoKCqJr165Rnz59qFy5cvT48WNhmzNnztCRI0fo33//pQsXLpCzszNVqlSJYmNj5dY7b968PGfW5t6PjKnfN998QwCobdu2+Y47y0tGRgadO3eOnjx5QhkZGTRjxgzh/6+trS1duHCBpFIpeXp6yvzfdnZ2Jm9vbzI3NycANHjwYOGz77//Xqh/zpw5BIAMDAx4wc8vgNoGX798+ZIsLCwoKChIeE8VSe1z2dnZ1Lhx43xnAEhKSqJKlSrR6tWr5W6TlpZG79+/F14RERGc1BgrJg8ePBBWo1Z0No9PvX//ntasWUO2trZCYurcubPM8jHZ2dl07tw5GjdunExyq1SpkszvCxYsEJbVefTokRDXoUOHVHa8TH3UltSOHTtGAEgikQgvACQSiUgikcj8NVaUpEZENGLECHJxccl3m86dO9OYMWMUrpPHqTFWvPbv3y8klsOHDytURiqV0tKlS6lcuXJC2YoVK9LWrVvlrl0mlUrpwoULNHbsWBKLxTIJbdiwYcJ2ISEh5ODgQADIxcVFo1OEMcWpbZzaV199hfv37yMoKEh4OTo6YuDAgQgKChLWRyoqIkJQUBCsrKzkbpOeno6QkJB8t2GMadaAAQMwYsQIAB9Xnfb09ERSUlKu7bKzs3H//n3s2LEDY8eOxezZs5GamoqaNWti9uzZCAkJwahRoyAW533JEolE6Ny5MzZv3oxt27bByMgIACAWi+Hu7g4iwqpVq1C/fn0EBgbC1NQUv//+O0QikfoOnmlGUTPo57cf4+LiKDAwkE6fPk0A6ODBgxQYGEjR0dHCNoMGDaKZM2cKv8+fP5/Onj1Lz549o8DAQBo6dChpaWnRzZs3hW1+/PFHunLlCoWFhdE///xD7u7uZGhoSOHh4QrHyi01xopfbGwsderUSWg5fXq9ePv2LU2cOJEMDQ1zPfteu3ZtoVpSOdeenJdEIpGZG7Jbt24UGhqqwiNk6qbMtVv5If8FOHHiBIYOHSr83r9/fwDAvHnzMH/+fAAfeyV9+hdXQkICRo0ahdevX8PY2BgODg64du2aTPfayMhIeHh4IDY2FhUrVkTLli3xzz//oHr16qo+BMaYCpmZmeHixYuYO3cuFi9ejPXr16NChQpITk7GunXroKWlJQykNjY2Rr169TBx4kR4eHgUan+mpqYQi8XC3JMikQg3btyAnp4eVq1ahXHjxnELrRQTERFpOojikpiYCGNjY7x//164PcEYU6/09HRIpVK8fv0a9erVy3MmkE85OTnh+PHjqFSpktL7Cg0NxaZNm+Dn54f79+9DKpUiOzsbRkZG8Pf3R7169Qp7GEyDlLl289yPjDGVy87Oxi+//AILCwvo6enBwMAANWvWFBKamZkZHBwcZMZy9e3bF3p6erh58yY6dOhQYPLLkZSUBC8vL3z77beYN28eNm7ciICAAGRmZqJ9+/bQ0dFBYmJinmNfWenDLTXGmFq0bNlSGEQtj729PZ48eYKsrCw8f/4cGRkZGDduHN69e4dVq1ahU6dOBe7H3d0dcXFx+OeffwAAnTp1wogRI9CkSRPUrVsX48ePx++//w6JRIJDhw6hd+/eKjk+Vny4pcYY0zgbGxv4+PggNjYWb968QXh4OLKzs7F27VphFv6QkBBkZWUBAN6+fYvatWsjJSUFgYGBCs8AlJGRISS0Jk2a4OzZs/Dw8IC9vT1EIhHWrVsHd3d3ZGdnY+jQocIs/6x04qTGGFOLgwcPwsXFBWZmZqhYsSKqV68OsViMKVOmIDQ0FG5ubgAAExMTiEQi2NjYAPjYwmvbti0eP36s0H7WrFkDbW1tAICnp2eu25Y6Ojrw9vZG/fr1kZiYCC8vL9UdJCtxOKkxxopNZGQktm3bhnr16uH06dMAgA8fPoCIhOdrlpaW8PX1lbv2GQBIpVJcvnwZ69atw4YNG6CjowMAWLhwISwsLODp6QkfHx9he4lEAgcHBwDAuHHjEBkZqa5DZJqm3tEFJQuPU2NMs0aOHCmMF9PT06OdO3fSH3/8IUxt9eHDB/rjjz+ocePGNHr06DzruHPnDrVo0SLXuLZq1arles/f318oFxISQiYmJgSAzM3Nac2aNcIctqxk45WvGWMl0siRI+Hk5IR58+YhOjoaQ4cOxcCBA2FhYYGEhATs2bMHAHDv3j2EhobmKr9161Y4OTnh1q1bMDQ0RO/evTFnzhzs3LkT165dw+3btzFy5EiUK1cOAHDgwAGhbN26dXHjxg3Y2dkhNjYWU6dORZ06dXDr1q3iOXhWPIohyZYY3FJjrGS6dOkSVahQgUQiEf3vf/8jAKStrS1MXpyRkUFTpkwRWmB9+/alqKgoufUtXbpUqCMsLEzms6SkJFq2bBnp6uoSADI0NKQHDx6o9fhY0XBLjTH2RenUqROaNWsGIsKlS5dQo0YNZGZmwsfHBxEREXB2dhbWaFuwYAEOHTqU77yv06dPR+3atZGZmYkLFy7IfGZgYICZM2fizZs3kEgk+PDhA9q2bSvMQMK+bJzUGGMlwqhRowAAO3fuxLfffgvgY8ePevXqwd/fHxUqVIC3tzfmzp1b4DRXEokE7u7uAICVK1ciIyMj1zZGRkZ4+PAhxGIxEhISsHr1ahUfEdMETmqMsRLhm2++gYWFBaKjo4UBtg8ePEBSUhJatWqFgIAA9OzZU+H6ZsyYAQB4+vQpTp48mec2derUwcaNGwF8bN3ltUo2+7JwUmOMlQg6Ojro1q0bAGDZsmUAgPbt22Pbtm3w9fVFjRo1lKrPwsJCaP3t2rVL7nZjx45Fx44dAQDjx49HcnJyYcJnJQQnNcZYiWFrawuxWIzk5GQ0adIEu3fvxsiRI+Wuo1aQCRMmQCwW4/Tp01i2bBlSU1NzbSMSiXD48GHY29tjyZIl0NfXL+phMA3iuR8ZYyVGWloakpKSsHz5cixcuFAlCWbUqFHYvn07AKBGjRo4cOAAnJyccm2XlZUFLS2Vr8bFVECZazcnNcZYqZaeni7MPBIVFQU9PT0cP34cXbt21XRoTEE8oTFjjP0/XV1dzJgxA8HBwejevTvS0tLQv39/vHr1StOhMTXgpMYYKxOMjY3h5eUFBwcHxMfHY/r06ZoOiakBJzXGWJmhq6uLDRs2APg4hdamTZuQnp6u4aiYKnFSY4yVKW3atIGTkxOICBMmTMClS5c0HRJTIU5qjLEyRSQS4eLFi1i9ejVMTU1ha2ur6ZCYCnHvR8ZYmfXmzRvo6+ujfPnymg6F5UOZazcPymCMlVkWFhaaDoGpGN9+ZIwxVmpwUmOMMVZqcFJjjDFWanBSY4wxVmpwUmOMMVZqcFJjjDFWanBSY4wxVmpwUmOMMVZqcFJjjDFWanBSY4wxVmpwUmOMMVZqcFJjjDFWanBSY4wxVmpwUmOMMVZqcFJjjDFWanBSY4wxVmpwUmOMMVZqcFJjjDFWanBSY4wxVmpwUmOMMVZqcFJjjDFWanBSY4wxVmpwUmOMMVZqcFJjjDFWamhpOoDiREQAgMTERA1HwhhjTFE51+yca3h+ylRS+/DhAwCgatWqGo6EMcaYsj58+ABjY+N8txGRIqmvlJBKpYiKioKhoSFEIpGmwymyxMREVK1aFRERETAyMtJ0OBrF5+I/fC7+w+fiP1/yuSAifPjwAdbW1hCL839qVqZaamKxGFWqVNF0GCpnZGT0xX1J1YXPxX/4XPyHz8V/vtRzUVALLQd3FGGMMVZqcFJjjDFWanBS+4Lp6upi3rx50NXV1XQoGsfn4j98Lv7D5+I/ZeVclKmOIowxxko3bqkxxhgrNTipMcYYKzU4qTHGGCs1OKkxxhgrNTipMcYYKzU4qZUQV65cgUgkyvN1+/btXNvHxcWhSpUqEIlESEhIKLB+f39/dOrUCQYGBqhQoQI6dOiA1NRU4XMbG5tc+505c6YqD1Fhmj4X8fHxGDRoEIyNjWFsbIxBgwYpVK86qPNcdOjQIVed/fv3l9mmrHwvFDkXZeV7kYOI4OrqCpFIBG9vb5nPStL3IhdiJUJ6ejpFR0fLvEaMGEE2NjYklUpzbd+zZ09ydXUlABQfH59v3Tdu3CAjIyNatmwZPXjwgB4/fkyHDx+mtLQ0YZvq1avTwoULZfb/4cMHVR+mQjR9LlxcXKhBgwZ048YNunHjBjVo0IDc3d1VfZgKUee5cHZ2ppEjR8rUnZCQILNNWfleKHIuysr3IseaNWuEMseOHZP5rCR9Lz7HSa2EysjIIAsLC1q4cGGuzzZv3kzOzs506dIlhb6kTk5O9PPPP+e7TfXq1Wnt2rVFiFh9ivNcBAcHEwD6559/hPf8/f0JAD169KjQx6AqqjwXzs7ONHny5Hy3KSvfi4LORVn6XhARBQUFUZUqVSg6OlpuUiup3wtOaiXUkSNHSCwW08uXL2Xef/jwIVlaWtKLFy/o8uXLBX5JY2JiCABt2LCBWrVqRRYWFtS+fXu6fv26zHbVq1cnS0tLMjU1pcaNG9PixYspPT1dHYemtOI8Fzt27CBjY+NcZY2NjWnnzp2qOqRCU9W5IPp4ITc3NyczMzOqV68e/fjjj5SYmCizTVn4XhAVfC7K0vciOTmZ7O3tydvbm4hIblIrqd8LTmollKurK7m6usq8l5aWRo0aNaK9e/cSESn0Jc35a9LU1JR27txJAQEBNGXKFNLR0aHHjx8L261Zs4auXLlC9+7do+3bt5O5uTkNHz5cLcemrOI8F0uWLCE7O7tcZe3s7Gjp0qWqO6hCUtW5ICLatm0bXbhwge7fv08HDhwgGxsb6ty5s8w2ZeF7QVTwuShL34tRo0bJ/BvnldRK8veCk5qazZs3jwDk+7p9+7ZMmYiICBKLxXTkyBGZ93/44Qf67rvvhN8V+ZL6+fkRAJo1a5bM+w0bNqSZM2fKLXfkyBECQLGxsUocbf6+hHOxZMkSql27dq6ytWrVomXLlil7yHJp+lzk5c6dOwSA7t69K3eb0vi9yMvn56KsfC+OHz9OtWrVknk+lldS+5w6vheFxUlNzd6+fUshISH5vlJTU2XKLFy4kCpWrEgZGRky7zdu3JjEYjFJJBKSSCQkFosJAEkkEpo7d26e+w8LCyMAwl9rOfr160cDBgyQG3dkZGSuZwhF9SWci+K6zaTpc5EXqVRK2tradPDgQbnblMbvRV4+Pxdl5XsxefJkEolEQhmJREIASCwWk7Ozs9y41fG9KKwytUioJpibm8Pc3Fzh7YkIu3btwuDBg6GtrS3z2dGjR2W6nt++fRvDhg3D9evXYWtrm2d9NjY2sLa2RmhoqMz7jx8/hqurq9w4AgMDAQBWVlYKx16QL+FctGrVCu/fv8etW7fQokULAMDNmzfx/v17tG7dWuHYC6Lpc5GXhw8fIjMzM99/89L4vcjL5+eirHwvZs6ciREjRsi817BhQ6xduxZff/213DjU8b0oNI2mVJbLxYsXCQAFBwcXuG1etxMiIyOpTp06dPPmTeG9tWvXkpGRER0+fJiePHlCP//8M+np6dHTp0+J6GM39zVr1lBgYCCFhYXR33//TdbW1tSjRw+VH58yNHEuiD523W7UqBH5+/uTv78/NWzYUGNdt3Oo+lw8ffqUFixYQLdv36bnz5/T6dOnqW7duuTg4EBZWVlEVHa+F4qcC6Ky8b3ICz67/VhSvxc5OKmVMB4eHtS6dWuFts3rS/r8+XMCQJcvX5bZdtmyZVSlShXS19enVq1ayfT4u3v3Ljk5OZGxsTHp6elRnTp1aN68eZScnKyKQyo0TZwLIqK4uDgaOHAgGRoakqGhIQ0cOFDpZzKqpupz8fLlS2rfvj2ZmpqSjo4O2dra0qRJkyguLk4oU1a+F4qcC6Ky8b3Iy+dJraR+L3LwemqMMcZKDZ4mizHGWKnBSY0xxlipwUmNMcZYqcFJjTHGWKnBSY0xxlipwUmNMcZYqcFJjTHGWKnBSY0xxlipwUmNMcZYqcFJjTHGWKnBSY0xxlip8X9yirv5ELz9jAAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(6,8))\n", "gdb2.plot(ax=ax, color='black', zorder=0, label='Lines to keep')\n", "gdb2.loc[gdb2.FCode.isin(drop_fcodes)].plot(ax=ax, color='red', zorder=1, label='Line to remove\\n(Pipeline)')\n", "ax.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "002f0d23-00c1-451d-add3-ce8a07f52670", "metadata": {}, "source": [ "## 4. Make an `sfrmaker.lines` instance using `from_nhdplus_hr`" ] }, { "cell_type": "code", "execution_count": 11, "id": "improved-pioneer", "metadata": { "execution": { "iopub.execute_input": "2025-05-09T18:09:44.483686Z", "iopub.status.busy": "2025-05-09T18:09:44.483560Z", "iopub.status.idle": "2025-05-09T18:09:44.842197Z", "shell.execute_reply": "2025-05-09T18:09:44.841762Z" }, "tags": [ "{", "\"tags\":", "[", "\"hide-output\"", "]", "}" ] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "loading NHDPlus HR hydrography data...\n", "reading ../neversink_rondout/NHDPLUS_HR_1.gdb...\n", "filtering flowlines...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "Getting routing information from NHDPlus HR Plusflow table...\n", "finished in 0.00s\n", "\n", "finished in 0.30s\n", "\n", "reading ../neversink_rondout/NHDPLUS_HR_2.gdb...\n", "filtering flowlines...\n", "\n", "Getting routing information from NHDPlus HR Plusflow table...\n", "finished in 0.00s\n", "\n", "finished in 0.04s\n", "\n", "\n", "load finished in 0.35s\n", "\n" ] } ], "source": [ "lines = sfrmaker.Lines.from_nhdplus_hr(NHDPlusHR_paths,\n", " bbox_filter=boundary_file,\n", " drop_fcodes=drop_fcodes,\n", " crs=4269\n", " )" ] }, { "cell_type": "markdown", "id": "39777ce1-4578-4de0-a40b-7e83da57eb2b", "metadata": {}, "source": [ "**Check out the `lines` DataFrame**" ] }, { "cell_type": "code", "execution_count": 12, "id": "82da7622-41e3-434b-98c0-e0c0d2d8695b", "metadata": { "execution": { "iopub.execute_input": "2025-05-09T18:09:44.843927Z", "iopub.status.busy": "2025-05-09T18:09:44.843826Z", "iopub.status.idle": "2025-05-09T18:09:44.855640Z", "shell.execute_reply": "2025-05-09T18:09:44.855172Z" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
idtoidasum1asum2width1width2elevupelevdnnamegeometry
01000070002095210000700059483012161.8606100303.83303.83West Branch Beer KillMULTILINESTRING Z ((-74.53136 41.74642 0, -74....
11000070002095410000700020809037.0000000371.90371.65MULTILINESTRING Z ((-74.53914 41.77121 0, -74....
2100007000209551000070006922702521.0000000357.43357.43Beer KillMULTILINESTRING Z ((-74.54092 41.78192 0, -74....
3100007000209561000070004014006013.4754900340.63331.49Botsford BrookMULTILINESTRING Z ((-74.52677 41.79471 0, -74....
4100007000209681000070006923203427.4467200350.75350.75Botsford BrookMULTILINESTRING Z ((-74.52519 41.80244 0, -74....
\n", "
" ], "text/plain": [ " id toid asum1 asum2 width1 width2 elevup \\\n", "0 10000700020952 10000700059483 0 12161.86061 0 0 303.83 \n", "1 10000700020954 10000700020809 0 37.00000 0 0 371.90 \n", "2 10000700020955 10000700069227 0 2521.00000 0 0 357.43 \n", "3 10000700020956 10000700040140 0 6013.47549 0 0 340.63 \n", "4 10000700020968 10000700069232 0 3427.44672 0 0 350.75 \n", "\n", " elevdn name \\\n", "0 303.83 West Branch Beer Kill \n", "1 371.65 \n", "2 357.43 Beer Kill \n", "3 331.49 Botsford Brook \n", "4 350.75 Botsford Brook \n", "\n", " geometry \n", "0 MULTILINESTRING Z ((-74.53136 41.74642 0, -74.... \n", "1 MULTILINESTRING Z ((-74.53914 41.77121 0, -74.... \n", "2 MULTILINESTRING Z ((-74.54092 41.78192 0, -74.... \n", "3 MULTILINESTRING Z ((-74.52677 41.79471 0, -74.... \n", "4 MULTILINESTRING Z ((-74.52519 41.80244 0, -74.... " ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "lines.df.head()" ] }, { "cell_type": "markdown", "id": "25d87acd-f88e-4f1c-99ad-e45bf8acc8bd", "metadata": {}, "source": [ "### visualize the SFR network\n", "The extent is limited to lines that intersect the bounding box of the supplied model boundary shapefile. Note: the aqueduct pipeline (highlighted above) in the north central part of the network was also removed." ] }, { "cell_type": "code", "execution_count": 13, "id": "ebed7662-7add-4482-8a4a-95ebca77b179", "metadata": { "execution": { "iopub.execute_input": "2025-05-09T18:09:44.857353Z", "iopub.status.busy": "2025-05-09T18:09:44.857256Z", "iopub.status.idle": "2025-05-09T18:09:44.980439Z", "shell.execute_reply": "2025-05-09T18:09:44.980077Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(10,8))\n", "lines.df.plot(ax=ax)\n", "model_boundary.plot(ax=ax, facecolor='lightgray', edgecolor='black', label='Model Boundary') \n", "\n", "bbox.plot(ax=ax, facecolor='None', edgecolor='green', linestyle='--', label='Boundary bounding box')\n", "\n", "LegendElement = [\n", " mpatches.mlines.Line2D([], [], color='#1f77b4', label='sfrmaker lines'),\n", " mpatches.Patch(facecolor='lightgray', edgecolor='black', label='Model Boundary'),\n", " mpatches.Patch(facecolor='None', edgecolor='green', \n", " linestyle='--', label='Model boundary\\nbounding box'),\n", "]\n", "\n", "ax.legend(handles=LegendElement, loc='best')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "24bbafae-fa7d-4990-9bf1-cb2005c3a818", "metadata": {}, "source": [ "## 5. Create a streamflow routing dataset and write an SFR package input file for MODDLOW" ] }, { "cell_type": "markdown", "id": "fa6d6f08-182f-4cdc-998d-b400301a0360", "metadata": {}, "source": [ "**This requires an `sfrmaker.lines` instance (created in step 4) and a `sfrmaker.grid` instance** \n", "we can start by building a synthetic Flopy strucutred grid" ] }, { "cell_type": "code", "execution_count": 14, "id": "c04bf2ee-4d19-4791-81ce-41ec252bb0f6", "metadata": { "execution": { "iopub.execute_input": "2025-05-09T18:09:44.997013Z", "iopub.status.busy": "2025-05-09T18:09:44.996853Z", "iopub.status.idle": "2025-05-09T18:09:45.001422Z", "shell.execute_reply": "2025-05-09T18:09:45.001032Z" } }, "outputs": [], "source": [ "flopy_structuredgrid = StructuredGrid(delc=np.full(160,100.), \n", " delr=np.full(220,100.),\n", " crs=5070,\n", " xoff=1742953.0226834335,\n", " yoff=2279064.250857591,\n", " lenuni='meters'\n", " )" ] }, { "cell_type": "markdown", "id": "07936031-2bc3-4a6e-92ba-c177548ed1d4", "metadata": {}, "source": [ "...then pass it to sfrmaker, to create an sfrmaker model grid. The active area can be defined as the model boundary shapefile." ] }, { "cell_type": "code", "execution_count": 15, "id": "fb268d1c-0fa5-4a85-ba4c-7abe4f372f16", "metadata": { "execution": { "iopub.execute_input": "2025-05-09T18:09:45.003112Z", "iopub.status.busy": "2025-05-09T18:09:45.002975Z", "iopub.status.idle": "2025-05-09T18:09:46.721487Z", "shell.execute_reply": "2025-05-09T18:09:46.721055Z" }, "tags": [ "{", "\"tags\":", "[", "\"hide-output\"", "]", "}" ] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "reading ../neversink_rondout/Model_Extent.shp...\n", "--> building dataframe... (may take a while for large shapefiles)\n", "setting isfr values...\n", "Intersecting 1 features...\n", "\r", "1" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "finished in 0.13s\n" ] } ], "source": [ "grid = sfrmaker.StructuredGrid.from_modelgrid(flopy_structuredgrid, \n", " active_area=boundary_file)" ] }, { "cell_type": "markdown", "id": "b2ec9c02-0672-4b4a-8371-8089ef17d0a2", "metadata": {}, "source": [ "**Note: The model grid is in a different CRS (EPSG: 5070) from the NHD_HR dataset (EPSG: 4269). sfrmaker reprojects the sfr lines to the modelgrid during the `to_sfr` method.**" ] }, { "cell_type": "code", "execution_count": 16, "id": "6ba6fdeb-d552-4ce2-8754-391a35b8a853", "metadata": { "execution": { "iopub.execute_input": "2025-05-09T18:09:46.723332Z", "iopub.status.busy": "2025-05-09T18:09:46.723191Z", "iopub.status.idle": "2025-05-09T18:09:48.831676Z", "shell.execute_reply": "2025-05-09T18:09:48.831220Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "SFRmaker version 0.12.1\n", "\n", "Creating sfr dataset...\n", "Model grid information\n", "structured grid\n", "nnodes: 35,200\n", "nlay: 1\n", "nrow: 160\n", "ncol: 220\n", "model length units: undefined\n", "crs: EPSG:5070\n", "bounds: 1742953.02, 2279064.25, 1764953.02, 2295064.25\n", "active area defined by: ../neversink_rondout/Model_Extent.shp\n", "\n", "None\n", "\n", "reprojecting hydrography from\n", "EPSG:4269\n", "to\n", "EPSG:5070\n", "\n", "\n", "Culling hydrography to active area...\n", "simplification tolerance: 2000.00\n", "starting lines: 384\n", "remaining lines: 359\n", "finished in 0.04s\n", "\n", "\n", "Intersecting 359 flowlines with 35,200 grid cells...\n", "\n", "Building spatial index...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "finished in 1.29s\n", "\n", "Intersecting 359 features...\n", "\r", "1\r", "2\r", "3\r", "4\r", "5\r", "6\r", "7\r", "8\r", "9\r", "10\r", "11\r", "12\r", "13\r", "14\r", "15\r", "16\r", "17\r", "18\r", "19\r", "20\r", "21\r", "22\r", "23\r", "24\r", "25\r", "26\r", "27\r", "28\r", "29\r", "30\r", "31\r", "32\r", "33\r", "34\r", "35\r", "36\r", "37\r", "38\r", "39\r", "40\r", "41\r", "42\r", "43\r", "44\r", "45\r", "46\r", "47\r", "48\r", "49\r", "50\r", "51\r", "52\r", "53\r", "54\r", "55\r", "56\r", "57\r", "58\r", "59\r", "60\r", "61\r", "62\r", "63\r", "64\r", "65\r", "66\r", "67\r", "68\r", "69\r", "70\r", "71\r", "72\r", "73\r", "74\r", "75\r", "76\r", "77\r", "78\r", "79\r", "80\r", "81\r", "82\r", "83\r", "84\r", "85\r", "86\r", "87\r", "88\r", "89\r", "90\r", "91\r", "92\r", "93\r", "94\r", "95\r", "96\r", "97\r", "98\r", "99\r", "100\r", "101\r", "102\r", "103\r", "104\r", "105\r", "106\r", "107\r", "108\r", "109\r", "110\r", "111\r", "112\r", "113\r", "114\r", "115\r", "116\r", "117\r", "118\r", "119\r", "120\r", "121\r", "122\r", "123\r", "124\r", "125\r", "126\r", "127\r", "128\r", "129\r", "130\r", "131\r", "132\r", "133\r", "134\r", "135\r", "136\r", "137\r", "138\r", "139\r", "140\r", "141\r", "142\r", "143\r", "144\r", "145\r", "146\r", "147\r", "148\r", "149\r", "150\r", "151\r", "152\r", "153\r", "154\r", "155\r", "156\r", "157\r", "158\r", "159\r", "160\r", "161\r", "162\r", "163\r", "164\r", "165\r", "166\r", "167\r", "168\r", "169\r", "170\r", "171\r", "172\r", "173\r", "174\r", "175\r", "176\r", "177\r", "178\r", "179\r", "180\r", "181\r", "182\r", "183\r", "184\r", "185\r", "186\r", "187\r", "188\r", "189\r", "190\r", "191\r", "192\r", "193\r", "194\r", "195\r", "196\r", "197\r", "198\r", "199\r", "200\r", "201\r", "202\r", "203\r", "204\r", "205\r", "206\r", "207\r", "208\r", "209\r", "210\r", "211\r", "212\r", "213\r", "214\r", "215\r", "216\r", "217\r", "218\r", "219\r", "220\r", "221\r", "222\r", "223\r", "224\r", "225\r", "226\r", "227\r", "228\r", "229\r", "230\r", "231\r", "232\r", "233\r", "234\r", "235\r", "236\r", "237\r", "238\r", "239\r", "240\r", "241\r", "242\r", "243\r", "244\r", "245\r", "246\r", "247\r", "248\r", "249\r", "250\r", "251\r", "252\r", "253\r", "254\r", "255\r", "256\r", "257\r", "258\r", "259\r", "260\r", "261\r", "262\r", "263\r", "264\r", "265\r", "266\r", "267\r", "268\r", "269\r", "270\r", "271\r", "272\r", "273\r", "274\r", "275\r", "276\r", "277\r", "278\r", "279\r", "280\r", "281\r", "282\r", "283\r", "284\r", "285\r", "286\r", "287\r", "288\r", "289\r", "290\r", "291\r", "292\r", "293\r", "294\r", "295\r", "296\r", "297\r", "298\r", "299\r", "300\r", "301\r", "302\r", "303\r", "304\r", "305\r", "306\r", "307\r", "308\r", "309\r", "310\r", "311\r", "312\r", "313\r", "314\r", "315\r", "316\r", "317\r", "318\r", "319\r", "320\r", "321\r", "322\r", "323\r", "324\r", "325\r", "326\r", "327\r", "328\r", "329\r", "330\r", "331\r", "332\r", "333\r", "334\r", "335\r", "336\r", "337\r", "338\r", "339\r", "340\r", "341\r", "342\r", "343\r", "344\r", "345\r", "346\r", "347\r", "348\r", "349\r", "350\r", "351\r", "352\r", "353\r", "354\r", "355\r", "356\r", "357\r", "358\r", "359\n", "finished in 0.04s\n", "\n", "Setting up reach data... (may take a few minutes for large grids)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "finished in 0.28s\n", "\n", "Computing widths...\n", "\n", "Dropping 117 reaches with length < 5.00 undefined...\n", "\n", "Repairing routing connections...\n", "enforcing best segment numbering...\n", "\n", "Setting up segment data...\n", "Model grid information\n", "structured grid\n", "nnodes: 35,200\n", "nlay: 1\n", "nrow: 160\n", "ncol: 220\n", "model length units: undefined\n", "crs: EPSG:5070\n", "bounds: 1742953.02, 2279064.25, 1764953.02, 2295064.25\n", "active area defined by: ../neversink_rondout/Model_Extent.shp\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "Time to create sfr dataset: 2.10s\n", "\n" ] } ], "source": [ "sfrdata = lines.to_sfr(grid=grid)" ] }, { "cell_type": "markdown", "id": "7c7f3af2-6a47-4c40-b291-b4a1798553ba", "metadata": {}, "source": [ "### write the sfr data set to a MODFLOW SFR file\n", "Now, we can write the sfr data set to a MODFLOW SFR file. Normally, one likely would pass a Flopy model instance to `lines.to_sfr`. Here, no model instance is passed -- the package is written independent of a model for illustrative purposes. " ] }, { "cell_type": "code", "execution_count": 17, "id": "5eaefa2f-6584-461f-8753-c3b8385319fc", "metadata": { "execution": { "iopub.execute_input": "2025-05-09T18:09:48.833794Z", "iopub.status.busy": "2025-05-09T18:09:48.833617Z", "iopub.status.idle": "2025-05-09T18:09:49.214037Z", "shell.execute_reply": "2025-05-09T18:09:49.213599Z" } }, "outputs": [], "source": [ "%%capture\n", "sfrdata.write_package(filename='../neversink_rondout/nhd_hr_demo.sfr', version='mf6')" ] }, { "cell_type": "code", "execution_count": 18, "id": "30df561c-4029-43a2-b75e-4189a18f00f8", "metadata": { "execution": { "iopub.execute_input": "2025-05-09T18:09:49.216068Z", "iopub.status.busy": "2025-05-09T18:09:49.215967Z", "iopub.status.idle": "2025-05-09T18:09:49.785449Z", "shell.execute_reply": "2025-05-09T18:09:49.785000Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "writing shps/nhd_hr_demo_sfr_cells.shp... Done\n", "writing shps/nhd_hr_demo_sfr_outlets.shp... Done\n", "writing shps/nhd_hr_demo_sfr_lines.shp..." ] }, { "name": "stdout", "output_type": "stream", "text": [ " Done\n", "writing shps/nhd_hr_demo_sfr_routing.shp... Done\n", "No period data to export!\n", "No observations to export!\n", "No non-zero values of flow to export!\n" ] } ], "source": [ "sfrdata.write_shapefiles('shps/nhd_hr_demo')" ] }, { "cell_type": "markdown", "id": "7f3daec6-ffb2-4954-a416-a82dbb8b66b7", "metadata": {}, "source": [ "### Finally, we can review our completed SFR network\n", "below, we plot sfr routing and outlets" ] }, { "cell_type": "code", "execution_count": 19, "id": "3240de14-235f-47fb-a338-8b907ff14183", "metadata": { "execution": { "iopub.execute_input": "2025-05-09T18:09:49.799699Z", "iopub.status.busy": "2025-05-09T18:09:49.799547Z", "iopub.status.idle": "2025-05-09T18:09:50.050754Z", "shell.execute_reply": "2025-05-09T18:09:50.050379Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "routing = gpd.read_file('shps/nhd_hr_demo_sfr_routing.shp')\n", "outlets = gpd.read_file('shps/nhd_hr_demo_sfr_outlets.shp')\n", "model_boundary_5070 = model_boundary.to_crs(crs=5070)\n", "\n", "fig, ax = plt.subplots(figsize=(10,8))\n", "routing.plot(ax=ax, zorder=1)\n", "outlets.plot(ax=ax, c='red', zorder=2, label='outlets')\n", "model_boundary_5070.plot(ax=ax, facecolor='None', \n", " edgecolor='gray',\n", " zorder=0\n", " ) \n", "\n", "LegendElement = [\n", " mpatches.mlines.Line2D([], [], color='red', linewidth=0., marker='o', label='sfr outlet'),\n", " mpatches.mlines.Line2D([], [], color='#1f77b4', label='sfr routing'),\n", " mpatches.Patch(facecolor='None', edgecolor='gray', label='Model Boundary\\n(active area)')\n", "]\n", "\n", "ax.legend(handles=LegendElement, loc='best')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "ccc10adb-29d2-462d-860a-629bbeab9907", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.13.3" } }, "nbformat": 4, "nbformat_minor": 5 }