{ "cells": [ { "cell_type": "markdown", "id": "b426604d", "metadata": {}, "source": [ "## Morphological Operators" ] }, { "cell_type": "code", "execution_count": 1, "id": "93c50c17", "metadata": {}, "outputs": [], "source": [ "import unist\n", "import scanpy as sc" ] }, { "cell_type": "markdown", "id": "ae7bcd4d", "metadata": {}, "source": [ "The datasets used for this tutorial is the reconstruction of human metastatic lymph node and can be downloaded at:\n", "\n", "https://drive.google.com/file/d/1FtQ-yUSH418SYTPFRgR-ONolvwmYXgJh/view?usp=sharing" ] }, { "cell_type": "code", "execution_count": 2, "id": "5c8573a5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 831406 × 0\n", " obs: 'pred_label'\n", " obsm: 'spatial'" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "## read in data\n", "adata = sc.read(\"/Users/shuilan/Library/CloudStorage/OneDrive-InsideMDAnderson/3D spatial transcriptomics/data/3D/OpenST_predicted.h5ad\")\n", "adata" ] }, { "cell_type": "code", "execution_count": 3, "id": "569e37c6", "metadata": {}, "outputs": [], "source": [ "from unist.downstream.vis import points_to_imagedata, expression_to_imagedata, three_d_plot, construct_pc" ] }, { "cell_type": "markdown", "id": "3f1e43d3", "metadata": {}, "source": [ "#### visualize the tumor region" ] }, { "cell_type": "code", "execution_count": 4, "id": "1ada4823", "metadata": {}, "outputs": [], "source": [ "anno_colors = {\n", " 'T_cell': '#E64B35',\n", " 'Cytotoxic_IFN_signaling': '#D73027',\n", " 'Dendritic_cells': '#F0E442',\n", " 'Macrophages': '#A6CEE3',\n", " 'M1_macrophages': '#1F78B4',\n", " 'Mast_cells': '#FF7F00',\n", " 'Germinal_Center_Plasma_IgM_B_cell': '#FDB462',\n", " 'Plasma_IgA': '#B3DE69',\n", " 'Plasma_IgG': '#33A02C',\n", " 'Fibroblasts': '#CAB2D6',\n", " 'CAF': '#6A3D9A',\n", " 'CAM': '#8E0152',\n", " 'High_Endothelial_Venules': '#4575B4',\n", " 'Cortex_CCL21': '#91CF60',\n", " 'Tumor': '#999999',\n", " 'Tumor_Keratin_Pearl': '#252525'\n", "}" ] }, { "cell_type": "code", "execution_count": 5, "id": "36fa3988", "metadata": {}, "outputs": [], "source": [ "adata = adata[adata.obs[\"pred_label\"] != \"unknown\"].copy()" ] }, { "cell_type": "code", "execution_count": 8, "id": "8cf080f4", "metadata": {}, "outputs": [], "source": [ "pc_model, plot_cmap = construct_pc(\n", " adata=adata.copy(),\n", " spatial_key=\"spatial\",\n", " groupby=\"pred_label\",\n", " key_added=\"pred_label\",\n", " colormap=anno_colors\n", ")" ] }, { "cell_type": "code", "execution_count": 6, "id": "d9809989", "metadata": {}, "outputs": [], "source": [ "saved_oblique_view = [(3463.5171334479587, 23927.044977244626, -16208.928424517384),\n", " (10000.0, 2000.0, 550.7246417999268),\n", " (-0.9730153758368119, -0.17606927302684708, 0.14913312670545562)]" ] }, { "cell_type": "code", "execution_count": null, "id": "570eeefd", "metadata": {}, "outputs": [ { "data": { 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "CameraPosition(position=(3463.5171334479587, 23927.044977244626, -16208.928424517384),\n", " focal_point=(10000.0, 2000.0, 550.7246417999268),\n", " viewup=(-0.9730153758368119, -0.17606927302684708, 0.14913312670545562))" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "three_d_plot(\n", " model=pc_model,\n", " key=\"pred_label\",\n", " model_size=2,\n", " model_style=\"points\",\n", " opacity=1,\n", " background=\"white\",\n", " cpo=saved_oblique_view,\n", " window_size=(400, 400),\n", " jupyter=\"static\",\n", " legend_size=(0.22, 0.35) # adjust the legend size\n", " )" ] }, { "cell_type": "code", "execution_count": 6, "id": "4c8534cd", "metadata": {}, "outputs": [], "source": [ "### tumor region\n", "adata_tumor = adata[adata.obs[\"pred_label\"] == \"Tumor\"].copy()\n", "pc_model, plot_cmap = construct_pc(\n", " adata=adata_tumor.copy(),\n", " spatial_key=\"spatial\",\n", " groupby=\"pred_label\",\n", " key_added=\"pred_label\",\n", " colormap=anno_colors\n", ")" ] }, { "cell_type": "code", "execution_count": 50, "id": "b38a43f5", "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "CameraPosition(position=(3463.5171334479587, 23927.044977244626, -16208.928424517384),\n", " focal_point=(10000.0, 2000.0, 550.7246417999268),\n", " viewup=(-0.9730153758368119, -0.17606927302684708, 0.14913312670545562))" ] }, "execution_count": 50, "metadata": {}, "output_type": "execute_result" } ], "source": [ "three_d_plot(\n", " model=pc_model,\n", " key=\"pred_label\",\n", " model_size=2,\n", " model_style=\"points\",\n", " opacity=1,\n", " background=\"white\",\n", " cpo=saved_oblique_view,\n", " window_size=(400, 400),\n", " jupyter=\"static\",\n", " )" ] }, { "cell_type": "markdown", "id": "a26f37d5", "metadata": {}, "source": [ "#### voxelize tumor region" ] }, { "cell_type": "code", "execution_count": 7, "id": "cee31fd2", "metadata": {}, "outputs": [], "source": [ "grid = points_to_imagedata(\n", " pc_model,\n", " grid_shape=(532, 400, 34),\n", " x_range=(6000, 14000),\n", " y_range=(-1000, 5000),\n", " z_range=(57.97, 1043.48),\n", " label_to_value={\"pred_label\": {\"Tumor\": 1}},\n", " empty_voxel_value=0,\n", ")" ] }, { "cell_type": "code", "execution_count": 9, "id": "02722b1e", "metadata": {}, "outputs": [], "source": [ "grid.save(\"/Users/shuilan/Library/CloudStorage/OneDrive-InsideMDAnderson/3D spatial transcriptomics/data/3D/tumor_mask.vti\")" ] }, { "cell_type": "code", "execution_count": 10, "id": "b182fa87", "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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1NXYGJhawe/4xMHCCGT/AY0zfGRhY//0CLVn6+PETaLk5eJzo779/DAwMoAHs9x9B7ZQ/fyTERUHu/P3nzZt3IsIC4O7eHxFhwd+/f//89fvnj18iIoI/QaPmoEJKRFjwx8+f30EO5vvxA9TUunf/l442LwsL27ev3/j5eb9++75k6c/QECYBfp4vX799+/ZdWkoCMr7+//9/Pl4eSMOKh5vz69ev//6Deoj//zNcv/HVyFAIVHj9+cvCwmxmwXz61P+3795Liot9/PT5589f4mIiHz5++gkuQ9+///j7z19ubk4mJibz0TGsoQBGC6xBF0vXrl4UEuARFhL4+fMXjwDfn5+/WNh5GP79YGDiZmD4DprL//uZgZnr17dPbJxsDIwsXz5+APWzQJ0ddkYmxj9//jIzM//+/Qc0r8fL8/fP31+/f545z6an/U1YSPDf//9s7GzggokD5vO/oIYSaJjpByMjy9+f35iYmD5//sLAwPDh42c5RZYb176A12oyfvjw8eev39JSYn///n//4aO1za/rV0X//v337v37799/SkqI/f3799fvPz9//uLiYgc3l76Liwn/+g0anPrx45eoiODPX79//PgJ8RqkkBIW4v/+4+e3b99XruJOSvjHzMLy9SuobwhenPCTj5ebhYXl85evnz59FhYSYGRi+vTpi4AALyMDI7ipxcPAyLhgwbfAwL+8PFyfv3wFzxVwg6YIP34WFwMNV/0Gr2b49Pnrr1+/uDjZ//9n+PHzNydoKQNo6byIiOD7Dx9///4rIMBraGQOC5BRevCC0QJr0MXNjh07WVkYRUSE//z58/UraDj527dvoiLC375/ExIU+P79uwA/36/fv/n5eX/9/M3Bw/Pv108mNh6Gv98YmHkY/nxmYOH58eUNBw8frJUE9+Bf0Hol0HLKH7+/f2NhZf365St40u0LCwvr589fmJiYP3z8yMDI9ObNOzlZSTUNxuPH3v//z8DDzfnnD2iq7e/ff5wcbP9Aq9T/vXv3XkxU5N8/0BQbE2irDKig/PX7t7iY8O/ff9++fffz129hIQFI20pEWBC9P/j9h7Xtj/NnBb//+PH163duLs6nz5gEBb/JyUp9//7j67fvn798ERUWunHzq6wsaMQdsqjK3ILr1Mlvixd/Cwxk4OXl+vr12///DPx8oFG5Dx8+SktJfAB1Sxm4ONk/f/7y5+8/8Fzh11+/fnNxglqgf//94+Rg//X7z58/fznY2X6BFzUICwl8+PDp95/fdvbO8JAaZQxaMFpgDbqoOXb0yLt370VFhf/+/fv161cpSfHbdx9IiIv9+vVLRETo7r1H4PGXv1++fpWSEP/69asYaOXRVxERoS+fvwgLC34Gk9xcnExsAgx/Pn/7/v3L5y+g4unrN1ZWNkmZL+fPfvvPwPjp02dpKfEvX0CdKQZwqcTAyPj+/UcGRkZeHi7QINl/hrdv38lIS3z4+BnUXvv7T1pK7O3b93///f/z5w8PN+dPUNYHrcZ89/7jjx8/f//+IyEu8ufPX8iKBEjR8PXrN8joFWis6sdPF1ehkyd+fv8OamTB+4PfQXp/f/n6TV5WGlJageYEv33/8f0nAxOjID/fZ1CH8LuMtASkqSXAz8vIyPTl6zdQefT5C2jtlbjo16+gAax37z9IS0u8f//x/38GXl7uP7//vP/4SVxU+MPHjz9//paUEHv/4eOPH78kxEXevf/Ax8fD8J8Bsg+RiZnJwtJ20CWFUQdhAMiYBYbwqMDAhcDvP39ERQV//Pj59+9f0HT/r99iokLg1ZK/f/36JSEmDJ6/Z/L0/MXA8OvA/t/3Hjz5/h2U679///HnH8Ot2/fFRIX5eHkEBflfv3n36dNnfj5uFhbWD6DhJ6arl3k+f/79n4GBj4/n168/P8FD4zLSEh8/gtYE/Pj508FR4twZ0Aqmv//+gYaZfvxiY2X7+PGzjLQEuO/2Q1JSFDxu9eHHz1+SEqLff/xkYWH5+fOzqIjg9+8/fv36Iyoq9Pv3nzdv3/38+UtYiB802ffzl4iwICcnx9Ej3z5//iEqIggakvr2Q1iI/+vX7z9//ebiYhdgBg1UmZh+u3SB78uXb99+/BDg42FiZvn06QsvLxczM6gzyMPDxQQ6sIHhw4dPggJ8nz5/+fDh0+dPPFycXz5++iIpIbp8xb+goM98vDx//v6FrBH99evXu/cfJcRFPn768u79R04ONjY21nfvP4iKCL9///H7jx+iIiDX/v8PGo8buDgftZlYAFmzR6zqUXV0CAFQCwU8JPz9x8/vP37++Pnr58/fYiJCP36AliuBRq9//RIVFVqx4ueRw6DhIQkxYX9/YXMLEPv3r98S4iJgNaBxblABJy4CGlf69fvnT1DL4tev3+wc7N9/gFY5/Pz1i42NTVRE8M2bdz9+/vwBWmEgePXy7x8/QUPgoCGnn79AhdT376B5vR+glpGQEP+PH7++f//JzMwK7p/+/PYN1KcTFhL49u3Hl6/fBQX5IK0kTg52IUH+Hz9/f/7yTQA8gm5k8pWfj0dQAFQegYai+Hm/fP22ZOkPPj7u37//MDAy8/JwXzjH+/nzVx4eTn5eHgZGpo8fP/Pycn//DloozwMepfrw8TMPNxcvL/eHj5+5uTh5eLikpBk4uTh4eDg/fvycEM/Ozc354eMnTg52Li6ODx8+cYAZ7z984mBn4+Rk//P3HzsbGycHx7v3H9nZWXl4uN+++8DOzsbExEyHmB21gnIwWmBRHoZUNoGbm+v7j1+QpQCgkuLnTyfnXz9//RYXFQKL/5SSkvwF4gqDSpmfIKlDB3/v3gUtziytfkuICf8EgV8SYiKgqTpQkfdTQlwEUhT++PHLyQlcqP389f//P1ARxs7+48dP0BTer1/auqCZO5C9oMXlP759+y4iLAgutn4IC/L/ABVboDEmVjYm0PDTN9AAuYiwAKjj+fWbkCDfN/AIlAA/Lzc399ev3758+SoqIgRZo3DxPGhpFWiNAqTY+vrt06cviYm8X798Y2Bg5OPl/vL126fPX0Al1I9fnz6BCiZ+Ph4Doy/c3Jy8PNyfPn/l5uLg5eGCNKx4uDk/ffry+fM3bhDj89+//7i4OT58/Gxi+pGTk+Pjx89MjIycnOz//v1nZWXh5OR4//4jI0gEVFRxcXFwcrD/Bm/K4eHhgpRZVI7FUeNoA0YLLNqEKwWm/vnzB9TDA5Uyv37+/CUqLLhuHahH+PPXL3FRSDsLXDb9/i0mKvzjx89fv37b2f92dRMRExP69evX7l2/f/3+LSEhKglqW4GaXT9//bKyBpdWv0DlICcnGwPDb3BDCdzOAi+JEhURAk/h/Tp6+KeoiJCWDmidlLCQALg3+us7qPsmAHLE7z9fQUWYACsL27dv30FtqB8/v377wcnBISwkoGfw4ytoeTq4kQVemiAoyP/l67fPn78K8PN9/fr98xdQIwvCYGNjFREW+vL56/v3rPx8oNbWp09f+Ph4Pn/5+hHUDQT1ED9++nLuDNenz18/ff7Cw835DdTUYuTm4hQU4LewAm1O5OXh+vjxMzMTMw8314cPn8TFRI4d5QRNDnBysLKyffr8lZOT49u3H+/efRATA4UAOxsreF37J3Z2Vk4OdlBRxcbGwc729t0HCmJsVCv9wOigO/3Cmkib9u7dw8nB9vPnb9Cg+7dvMtKS379///P336+fv8TERH7/+vXtO2h468vXr+B1SV///P3//ft3CXFRyEjWz58/fXyEr1/jERIUePP2rbbOlyuXuFhYWCBjWHy83J8/f/33/z9kseWnT1/+/P0LGln/8ImBgfHN23dyMpIfQWcb/Pn79z9oHQADw9+//zjYWf//Z/gDWnHKyMTI9Pfvv1+/fzP8/8fCygpqwf36zc3F/u07qOgUB7XpQL1REWFByDAWaLUqI9OPHz8/g9adgxtr336Ii4l8//Hj1q3vujp8LCysX799F+DnBbXOwGtEQXsGQUsrvkIEQU0kDo5Pn7/Y2LJdvsiuq//5zClWNjb2j58+sbGysrKxfv4MGtr/8vUbaE0ZIwM7G9vHT19EhAU/fQbtwuHi5ABND/z5y8XJDl7W/ocDFLy/QJOYf/6+ffteRFjw2/cf1jb2REbQqLIBBKMtrAEMfOxW//r15wd0DOvHj++gZg2onYUYw/olJiYMGtsCta1+gfuGQj/BzbFf4AEsMVGhw4dADatfv37/+vn77m0hHT1QCQJeKikM6xX+ZGQErSD9/gPUnoIIQkagf0DGrb6BRqMhHUBhIQGw4A8hQT7QsS3gTp+wkAATMzO4kcUnLCzAzMz648dPISF+SN8QUtAwMzELgFbM//vy5SsHB5soqHn4684dUN8T1Pv79EVLk+fGjW+6+l+h/cFPX3h5QLsaQQPtPNz8fDwfwR1DDnZ2MIOzIP/Xx0+fL5zj/PHz94ePn7k4OX/8/Pnhw2cuLlBx9v79Ry5Ojt+//7wDMdg/fgSNW4EWNIC2E3FycYLaU4wMDKDO4O8/3Fyc7z98ApfarODm1ehB4UMDjBZYgy6eeHg4f3wHdfXERIVFREDThaCi6SdooP0HeAz+10/QXKEYSOrXz1+gMSxxUSEIA7S26PcfEBtchP0AtSj+nDwOGnEXEwWt4QQNtLOzgdZz/vplaAwadP8F7idCSivIAQk83JzgnuDPb9+/29qB1qODCybwNppvoAEsYSGB7z9+QlZ4grYBgobbv4HH3b9/+fJNSJD/2/cfX758ExDg+/rt+9evoIbS3z9/v3z5tngpm7YW3+fPX9nZWAXAg+7SMoxXLoF6f58+feEH9wcXLPrMx8cN7hh+Bg9dffnwEcz49CUo6D8PN9fHT19YmJl4wDufxcVEebg5P3z4xMnBAR1u52Tn4eYCTQhygoa02MFj7aCyiZ1dXAw0csfOARp0f/P2A6jMev9JRFiInZ2Vg4N70KWDUQdhA6MFFrZQGVCxP7//grb9gsom0FgVuMwClV8/f4F25EHKLNA84G/QdB5oHxyomfVbXBQ60A5qZ4EG3UFlGWygHbQw4vfv3+oav378+MXJAVozuXTZr317f4D7nqDhKtAY1s9fP77/+Pb9B/gAddDuGQlx0fNnQZODPNyc4ANefnz9/t3ZReD7D9BgvJAgaJH6V9C4O6+wkMDXb9/5+XiFhPjBQ+zgAfhv35mYmPlBxdY30BKqjzwJcX8/fwEVTH/+/Pn8BdSlFRDg/fLlKy8PNz8/76fPXz5/ZomP4/nPwASeCuSBDF3x8XJ//PSZn58XyuDjZWNn//DxEzcX56fPX95/+CQpIfrx02cmRiYuLlDhxcHBzs3F8f7DRzFRkS9fv79//5GDA6SenR00XPUeND/IxsnB9gY0P8j67v1HNlYWVtAW7gGN9VHLiQOjBRZx4URHVb/Ao+mgTt/3nz9+gMfdIf1BMBs00P7zJ2iFw8/f4mIiYqKC4P4gqA8oJioMaVv9+v1bUkJEQlzkN3hbzPefoFWdP3/9ZmAAFXl37v7+8fNXZCSoncXOzg7uFYIM+fHzp7AwdJQdfIgCaIvy9++g1VLMzCzfv//49u3H96+CJ46BdtKASyvQggZBAT5QI+v7dy5ODlBB9hXSyOIDj6x/ExTgY2ZiYWQE9Q2FhEDr10FLHL5+Z2AErV//Ch6P5+ODtrDsHbgFBUEX4PDycH/58u3Tp8+CAvwMDEwfP33h4QE1rD58/MzDAyq8uDg5QKPsHz9xcXHy8/OCeoWcHKxsrO/ffxQXE/348dPvP//4eHk+gHuFnJwcf37/Bav/zMbGCml/iYgIcYJKsc8c7Gy//4B2g9MxhketIh+MFljkhx2NdP76BWo6iYkIiQgLikuIQXYLi4LWNIDbWaDhLdDkIGiB1q9fv379+f7jp6cXaPfx79+QdhZo3dbPX6AiDGzUL9B0IXgd1sP7Qhpav8XEQE0qDg5WbV2QRdC21U/QaoafP0Gzh6wsrOBlDSARISEBaNsKPDkoIvrj6zdQ7w+00AE0S8j3/cdPPQPQbqG///7+/AnaMCQkCGpkff76VUgQVGx9+fpVQICPiZmFgZEJ0g0E3831n5GJ+dNn0KQhqPEF7g8eOvjt48fPjAz/tXTA3UBe0BgWaE0DL/enT+DFDbzcHz9+4ubm/Pz564cP4BYWaIqQiZub88vXb1ycHKDC6+MnXtCaCk5GRgZOTnbQCiwOdk4ujrfvPnCws/39958NtA6L7d37T2xsrBwc7G/evudgZ/v8+SuNYnPUWOqC0QKLuuFJBdN4eLi+g8ewfv4CrWkADbuDGlS/QGtHwW2rXz9/iUOGt8ADVRJiIkcPQ8bdQYWUuBionfXrJ4j9E7wyHnxCHqiQ+vXr95lTv21s2ewdhH7+/H3s6E82VhbQuBXojBfQ6Dtou8yPH2vWsICG23/8/PqF/+fPn6B20zfQ2lHwelEW0FgVqLUFWtMAanZ9/X7zGmgdAzMzaFgKMtMH6hsK8H8Br2MQFOCDtKQEBXiZQKdBMAnw8zExMfPx8gjw837+8g3eH9yyhZefD3Sf4LUr3Px83B/Ba0S/fPn68eNnAX4+hv+MHz58Ao1hfQSNsgsI8P0DHbvM8f3Hz/cfPnGB115xsLNzgUfTOTnYb9/5+R68tP3L56+QVaPv3n/kYGd7//4jMzMzBwfb799/QA0uHi5WVhYWltGFo0MDjBZYgy6efv/+Dd4T8wPUHwSXWaAhLdBwFnS9O2jtO6htBTr5AFyUgcbdwWNboHYWeIkpdE0peKD9D6jd9BO6cPTHz5+XLrBePA8ahhcVFuTg4PgJXrkuJgoq8qysf4oICwYF/zI2/SksxC8mBlpC8Q1cWn0DDW99Z2NlBnUAQW0r0Mg6aABLkO/bD9BIvKAAL2iN+1fQWDuk2BLg5xECrcP6Dl3g/vU7H2TJ6JevoMNhvoIGtvh4QetLQdOCvNwB/qBNjrzghRcfPn0RFOT/9PkLNzeXkzPXx0+fubk5wZOJ30GHi34G7bPh5uIEzxWy83CDpvw4uTg+fPwEKqQ4Od5/+KysxAbqDP79x8EBamexs7Hx8oAG49nZQasoIM0rUJnFyvrpM+jknEGXDkYdhA2MFljYQmVAxUBb/MCb777/gJZZoDm7Hz9BW3Pg4+4/QGPqoPEsSIn167e4uDCk0AGtZgCfmvATNHT1W0vn18+fP8HTgqChK1ER0EF6P37+YmVl+wUatv/1/ccPMVHwcNWPn5cugM60YWVlu34VPCcIHly3tRMCF1I/hIUEWMDX0ggJCYCukGBmERMVBpdNoPXuYMY3Tg6Ob6CZQVCx9fUbeK6Qnwe8a+cbZEvz5y9f+cDnHUMYX758+wjuD37//pOVlQWyTIyHhws0vv7xs5Sk+OcvX3fv+szNzaWh9fU9pIX16QsXJ2jJ+4ePn8FHNTBCRtnBc4WgFtbv36AlV3//gaYUuThBnUFODva///6xsbOB1jT8+Qc67e/zF/CaBrY3b9+zs7F+/gQ6TmdAo33UcqLAaIFFVDDRUxE3FyeoGwhe4w4qssBFkqiI0PfvP4yMQeNTsPIL1MoSFxP58eOXhydo0SZ4ARd4u/Sv379+/5EUF/3168/J46Aj68BS0F7hkqUgBidoDAvEEBURAp3/+f2nuYWAngFo8yB4ASqI8Q20Gkvw/FlQAwp6kPG375DSCty2AjeywMdXgdtW3wUE+BiZGOGbB8ErG3jBo++glQ0gBmjQCryoHcL48pWHhwsyP8jLAzp5+dPnr6AWFrgbyMvLraEFGqvi4+VesPDT1SucvLzc7z985Obm/PjpCzMTE2hBw0dQZxC8/PU/+DhWBk4ONm5uTvCyBnDDip0NUmZxsLO/e/eRAbwO69evP+zs7KDthGysoiKgS3SYQPdo0DOSR+0iE4wWWGQGHO20/f7zG3LCwY+foPNkIFugQWtHRYX27QXPD/76LSYmJCEuBuobgpa/gzZCg+YKQSNWIqCGGGiyENRPhAzYg9aFgm+gERcT1tX/FR3FDm6L/T565CcbG3gM68cvYWGBa1d+Hz3y9xtoq7PQj++gXc2gAxhAp+v92LULeuw6aHU4+CBj0Czh9x9fQauuQANYoG3PAqCNhF++gGYGv377bmr2VVAAUlp9E+Dn+/L1m5HJFwF+Xm1dUH8QPHoFWs3w9dv3T+De3+cv3/7/B+0oBHUDuTiFBPn//2e4doXT1Y1n0eLvU6eKf4Y1rD5+/MLCwszKxgYauuLi/PgJtEEaMhLPxcnx5et3Tg52Pj6e9+9BW6A/fPwsIiLEy8sDGsDiYAMvQwNtyvn//z83F6hcY2Nj/fr1q4S4BO0idNRkKoLRAouKgUkdo37//iMqIgQat4K2rUDHtoDGs8BrR79/B5dZ4HIKMm4FWuwuBi2nQKPs4iKgggy0oBS0cxB8eMOvn6BDoEDL3I8e+cXOwfLr1282djZRYcFfoI2EoCVXoKF38MZm0NA+6MDi7+D1X6DVocLCAoGBP6GTg99BSxlAC0e/g45dBy9tBx3SANn2zMTEvGMHn5EJaGXDhXN8uvrfP38BFVugDc+8PBfPg4qt61dB99+A+oOQ3c6g/YOg3ULv37Hw8/F8+vyVhxu0pmHBws+gQ0RBk3ef4uK4jh8DzRKC9iT9gx4oCF3Z8OEj6FSGj585QWuvON9/+AhfrMDFxfH7z18ODrYPH0GHvnNysIOuIAQPurOzs339+o2VjZWdje3t+w/CwkKgxRTUib1RU2gLRgss2oYvGaaD1yKAbmpAKrOEwONZoIF3UH8QVGZB+oag9Q2Q4klMDMT++RM0mi4hJgzq5f34KSEGKqR+glZCgKYFf4C7mWDzfxkagUbo2djZwfdcCYGG3sGHQ2nrgs6WEREGNbKYWVghxRYLMyu4kAItxQIdcQXanQNe0Q4epQKVVqBDZr4JCvD7+X3fvesn6AyZr9+vXYEeJsPPx/Pt23d9Q8jo1XcjExDjM2il1RcXV57v33/y8nAJCv0GHdXAw/Xly9cPHz/FxYKPZ+DmZGDghk4OwlpYoIF28F4cTk52CXGxDx8+g45nAN2gw8gFbjRxgkfZOcCdwU+fQLuCwAcTMnBwsP/69ZsbtA7+g4iw0Lt3H7i4ODjYQMNYkEsVyYisUS10BqMFFp0DnLB13NycoNMafvwKDAS1rb5/B5dToDEs8Lg7uPSBCP4CjcEL29uDFIDbWeDF7r9AnUEJMdDCUdCCBpAaIQgDtI7rN+gyiB8/fpw/ywo6nebHTzFRITUN0DWloLVXP38ePvQDNEcJXpb14jnzD9BhDN/XrGUC7cX59t3Civ/7d1CzC9IlZGJmBi9t/wG+QxB0Vh8nBzvkhAZIIfX5C/Q6ic9fvl6+BDpJ5tPnLxfOgVa38/GCVrfv2Q3aP/j5y1dIf/Dzl6/c3JxCQgKgzYM8XJ8/fz13hg2yQQe6rh28DusDeB3D128/3oNWY3H8+/uPkxNU8oK2E0LXuAt/+fINvC+H4927j6KgbQC/QVwODob//9nZ2d69/8DOxvr23QfQnawc7P//je4lHBpgtMAadPH0+/cfUHPmx889e0D7B7//+PH9+w9DYwgbXGaBDsOCtbl+/bpwDtK2Au3QAbezQIvjQbe5/wLteQYVUr9AJ4v++PGTk4P1589fbGygMSw2dtAZWOBC6tepk5CtzqC+oYgwaNX7t28/hIUFRMVAi9qFhQTiYkGHyQgLCVy88HPJ0m9C4Jsjvn77zsrC9OvX76+gk7BApdXnL1+XLf/79cs30PkHoHu6vgnw80DH2vl5v3z5xsvLLSDAC+4P8nz58s3c4ouwkACktIL2B3lAuwg/fPgkJSXxGbSmAXQQ8z/wCc4fP30GTQ6Cj5GRlBD7+OkLJ2jbIOfnL9/AO3I+i4kKc3Fx/vnzDzw2Dzq6D9wZZOHkBI2vQ1ZgsbOzffkKWpTPzs7+6/dfNlCZ9fH////6BgaDLh2MOggbGC2wsIXKgIqBxsh/gkbBQctHwacpCAsL7N8HakaJiQqBtuyAthn+EhOFnNmAWN8A2iP9C3QNBHimEHTVO+RWK9D2ZlBLSpidgwPUKwTt5gGtaIeucf/xU0QIuqwBWlqBt+P8+PGTlQXUE4RcbwM+X/THt6/fk5NAaxogm5yZWVghjK/fQC0pewf+yEhmyA1doLlCAdBVXWYWoLH2L19Adwt+/fbdyBh8NsMX0Fl9584IXL/xhZeHC1xagZtan79wgIfMP336wsMNOglr4SJm8KFXX/j5ef8zMLz/8EmAnw983CjolD5OTg7ISlE+8BmkvDxcoCtUGRm5OEEH9XFwsP39Cxpc5wTdogq6wBHUsGJnffcedE4DBwebsJAgOzsbZPvkgMb5qOXEgtECi9iQops6Li4OcJfwp4iwAGTK7+fP36B2FogD2gwIWfTwE9Q3FP4BFgT3DYVATFDLCjSHCBqP/wFSrKoOGtWC3wQhCmpAgXbk/P8POjD+xw/QsVCgEXfw4nVI2SQsxP/j569v339AWlLfvoPOGv3+44exKUQEdEofaCQLPG4lBN7tLMAPWjV64jhoj86376AT+0REBL98+WZp9YWBATTWDl2EBeoPgnYOfgRf2zV/wRcNDe4vX0Dn84FXYIEKqV+//vz7xwDqBn4CzQbGRIOOlAEtZQCficzLA17ZANrk/JmLkx28voERdO4CuJP4HnRsA/v3bz9Ayxo42CHbnsFHNbAxs7Cwg/fi/P79l52N9eOnz2xsbO/efxQSFGBnY6Nb5I5aRCEYLbAoDEDqa//9+w/oyhjQStFfwsKgYawfP36AtxaCDnWBHpUFKrRAXT9IO8vdAzSCDrrEGLJ3B9zOgiwWPXcWtKIK1GoDr2z4+RtUfn3//pOfjw9ydvuvXyAFQqDDRUHr44WFwEtGoY0s0FmjoOGqH6C+4dXLoOMZmJlYhIQEQMtEv4GuHfv2FXz2HviEGcj98oyMzIKg7Tigde2nTvIzMIA2DH75+s3M/As/Hy9kL44A+GyGxASeL6DTBBn5eEHzg9a24P7gx0+gVaOfPnPzcP39++/v3/+QDc+gMSxwN5Cbm+vDx898/Dz//oFu9Pr2/cf7D6CTsEClFSfHhw+fQee4c3L8+vOHl4cbtJoBMjMIKp4+MTCAht6FhQXY2dkhS0bfvvvAxjZ6FcuQAaMF1qCLKsjWnO+gAgvUDRQRFhQTgyy5+g3pJILbVuC+IfjgdjHwhRSgdVigNpeQpydoAhG++Rly94SaBujmCNBxDqDz+X6AhrrA+wetbYT0DUFSoEYWqFQCnRf4/ftP8NnHoCEte0fQOe7fvv8AlYygNQ3fWFmZvoHHp4QEBb7BTgr9Al4++vXbj8/QdVjf2NlZf/36Dd5UDFop+vnz17OnQRd2gbfXfPv67QcfL8/nz6BjGGALR7mPHAKVaPygw2RA3UPQhmcuDnsHbiPjT/z8vOCdg6DzZP6CD+SDLML6AL4wlZuLE3SBMxfHnz9/ITdNMDIxcHNygkbZOUFjVZATGtjZWX/8+MUOujXnExsrCw83JysrCzs768+fvwddIhh1EA4wWmDhCJiBE+bkAA2Hg292AHX4fvz8KSICGjb6AR6HEgEdnwA6qQG2vgG0AweyRwc0hvXz97EjoDvBIOUXpDn269fv06d+gTZF/wQtbedgZ/0JLg3FRIWuXPp1YP8PaxvQMYHGpqALuEC7cEBzkKDSSkiI//RJ0CoHSCPrK3gLITML69ev30FboL99FxCAnmsMWiMKKsW+2tiCTmjg5wPdOP35y1cRYcEjh0GXTYCbVKDVDF++gEqrbdtATSpeXm4mJuZPnz6DW1hfbOy4QFfM/wNdkqpvCOoefvr8df++z6dPcX/48Bl068TnL3y8PDzcXODJQdBGQj5eno8fQU0qbi7Ot+9A7SxQZ5CT/edP0DnIkM4geAALctAo6P5UyLENv37/YWNl/fTpCxsrKzv7aJdwyIDRAmvQRdXvP6Au4Y8fv4KDQf1BUOcPtOQdxAa3qEBFCWjt1c9f3j6gXX6gZhh47QJo3Ao0VQg6rg9aYIHKMMgWQkHQ6vefv0CXd4GOr/nFzsYCPvgYtNuZgQFk5o1roGILfBIWaBvQV9AyMPBIliAfaHHDV8jxDKA1DWJiwt++g0or0BIH0LEzQqDdgqC2Ff/pk9/5+XnAuwi/8vOD2lZcXJyiIkKfQEcmgBo4kOPbvb2/8vFyMTIyfwQtHAUd1MfLw83A8HXRImY+Pp5Pn76cP8t16/Z30DU5vOB1WKDLJr5wcXF8/Agiebi5/vz5Bz6l7xMXF8eXr984Odn5+XkgA/agNe6Qg2XA58ZwsLN9/fadjZ2Vg4Pt//9/PNxcoM4gO2j5FRvo+on3bGysgy4RjDoIBxgtsHAEzMAJS0vLCIPWDfzYufOniAionNI3AA1XgdmgI/1ARyeD21lHDoOG1b//+OnhCVp7BdpwA74f7NcvUJn14wfohAbQUQ2gY0nBQ1fg8ouNjU0EPIgDutpLGLTb+dQJ0NorDa2fX7//AK8UBR2tDNqX8/0H6Hy+H7++ffsuDDtfFDLcDh5lBy12//yJ7xvoZvmvjk6gA5H5wVudmRiZP30GnSrDzs7698/fT5+/CgsL/P/P8OnTZwEBvuvXv/DzcYNLq8+g+cFP4P2Dn79cusDHzvFL3wB0IPLHT5/V1bj+MzCCyiwe0I04kHF3UJn16QsTMxPkhAYu0Kor0HbCDx8/c4COIf3MzgbaPPjr1x8ODtBFXhwcoKOv2NnYPoN2O4PuH4Sc08DGyioiIsTKwszFxfnmzbuBi+1Rm0kDowUWaeFFB9X/////8eOXCPhEhB8/fomKCB3YD76MAtLOAnUTQUsZwINcoIJMTFRo+XLQ2NOvX79BDagfIEHQOlJxEdDIFOioBtBZ5j9+/BQXE4KsgIfc6PXt23fIDfLC4GLr2NEfouB5SVDT6rsgpPX058/f79+/C4JKK9jkIOi89q8g2a+gG1IVlVg/f/kqJMh/9AjoGBlQ2wp0wgyvvDwzOzv70qWg0mrbNtCqKzZ2VgEBvoWLvmhqgu7y4uWFbnsGzQ+CzxT9/OVLcBDDhXOgM0XBR4yCrib89Pnr5y/fIOeFcnNx/vv3H3LTBCcnBzdo1dVfyJZAyFl9kDXu7OA17uD7Jjjevv3AycEGvoKQHbymge3tu/dcXBzv3n8AL8L6wMrKys3FSYdoHbWCKmC0wKJKMFLTECYm0B2lP0D3vINOT/8BWooFameBRpbAx86Aun7g8XWkMXjwmizwmgbQNfc/QSXar1+gkgvU7Pr1+yfIEKEfoANFf4LHsH7pG/4AzSqClzUoq/4G9wTBh4t+A7W2RERArSfQ+k9QIws07g4ewAJd7/z16zdhYdAJ7gICfOqa4P3PoBvnQafHgAfjQQczfPkK4v7988fb++v27bxGRqBFWH9+//306UtCHM+XL1+kJCW+fAVte7az5wHtHwRf78zKwgIakwLfnfP16w/QDamfISfJcIPPiuEErfkE73bm4uT4BG5ncXOBjrjiAk0OfoKUWWKiwqCTkUH7nCFL29khJzSAdjtzg+5MFRERfvP2Axcn59u3oA06b96+Zx3tEg4dMFpgDbq4+vfvn6ioCHiTM6idBWrvgNpZgt9A5RNowEpEBLo+y9dPWAxyZsMv8Hmk4FXtP6H32oN2PoP6gr9+//wJ2pkIWtkALrbAraofd28Lge5SBa3d+nX2DOisqx8/f7GwsoKPkYGdJ/PjBzcXB2hx1rfvX7/wg696/mZjKwBZyvD9+48jh0F309+69Z2Hhxt0U87Xb7Z20EH3r9CD23l9fcD7mUG3OoM6gJ+/fHF0klTTAB3Zzs/Hc+jgF15e0BYcbm6upctAS65Ay0Q/febh4fz/H7TACny6HiMvD2gpAze4tOIGH9THycn++/cfTk52UDsLtDUHNEXIBRq6+sjDAxqVBy1t//BRRET456/f4EP7vkHWYbGxsrx9zcrGxsLOzsbKyiIiLMjCPHrc6JABoxepDrqoOnPmDCcHy+Mnz3///i0tJfHnz+/fv/+C+4nf//9n/P37t6Sk+G/QAch////79+XLFwbQNaU/ZKQlf/z48ffv/5+/fkqIi4FXZgrycHMoKH3Zu+edrIzku/cf//79ywNe3MQFusOd4c3bd1ISYm/evf/zBzR99vfff1Dv6fefX7//cHFy6Bv+OnzoNxe4wBIVEXr79v3Xb9/FxUV+/fzNysoMLjxBp9/8+PHz39+/DIyMnz9/Bd1g+OOngAB4kB50mw7f128/nj757x/IysDw7eRxRkYmZtAK0q/feXm5vnz9/hk86/fp85c5c1nSUv/9/fsPsmCdhxu04UZCXOTjJ9AxDJ8/f/395y+4nPosLiby7v0HUK8QdDEq6BZCTvD1qEyMjAwMjO/efxAWEnj77oOQIP+bt+8FBflB51KwsYKvKRN4/eYdeNydQYCf99Xrd+ALe0Atwa/fflhZ2w26dDDqIGxgtIWFLVQGVIyJCXRPsqiI4LdvoKP0QIvRhUF9w+/fQceugxtcoKUMosKC33/8kJAQh6yQgkwLQsawIIe+i4MvZz954idoQcOv36DVp6LCoFMZQPOOv7//+GlnD96R8x20kRByqcRP8AJ38E7GH/v3fQe1tsDlzvcfP5hZWMDD7d8/f/0KOq4PvMQB3Af89vff34WLvkFWNvCBD2YA7csBTRF+5+fjVlBgPXrk69UrvOaWTKBFWF++8fCASqtPn0BrFCAnNKSl/uPm4uQD35zKy8v99dt30CKGT1+4uTi/ffshLi7Ky8MNGrTi5vwAWlYKXjIKa2d9AJ8t8/3HTw4ONi7w4gZO8J2pYqLCHz+BVjy8efsevOjhAztoHdZPyJ5nEPkWNIz15i1oF/SARvio5SSA0QKLhMCij9K///59//4DUjzBT+8TEQJd8m5o/FNMBLTmANSTg41ngTcMQsewfv767R8AuvoUdHHhT1CvEHomMngN10/QovYfHBxsoMsmvv84D14ELwIq+EAL2UVFhFhYWcFLRkFcUGn1/SekhfXt2w/I9ahfv34XERJkZmYRERGC3D8oLMTPxMSSnMT75SuoePr2HbR2FHI7Dj8f99ev3z99/mJtw/vl89cb10CbckDl0VfQyix7B+hqBtAYFjfXly9fPn78zAteV8XDw/3vPwM3+GovyK3OXFzs8+aD2o/c4EVYoDOwPoD2QkNKK9AUIeTcK3ZWLi4OyEQhaNUoBwc7G6uYqDAbOxsHBxv4oFG2/+DTGoSEBMAK2NnZQVdQ0CdmR22hHIwWWJSHIbVN+M8gLAxaKfr9B2j8+zuonQU6tE9ESGDfvp/fQQNS4DLrJ2g8C9Q1g+yFBhdkP3/+2r8P1HoCSYKXiYJ2PoO0gNZh/QC30djZQCexQPZRQ7YNfv/+489vsR/gE9yRGlmgcfd///6D+1P8oFYVeL0oaCGVAGgpA2Tb8xfw1pyvX7/zcHN9+/bj8+evoK7W12/8vOBzGr6ADvA7cfwbHx9oopCXh1tNA3qIO3j0ivvz5y8CAqAV8H//MYB25IAueQYtYuDl4fr0EXRo30dwO+vjpy+srOygwan3H8F3T4C27/z5C5ox/PPnHycnB2jtFQf7nz//ODjY/vz9BynX2EE3FX5iZwPdlMPOxsbBwc7KCjpUhw202P0jKwsL6HgZDtCh79SOwlHzaAVGCyxahSzZ5jIyMkC6gd++/QAtlQIvxQItYvgJGoMHlVDgAggyKi8mJvz9xw8fH1DhJSYqZGUNYkCm/76D1jGAhpxB04ugLuEvNnYW8Ig7qGsJGnEH9w1/fP8hIiwgKvrz67cf7Gys36C7CEELRMGNrB+gNQ2gTTnfhcH7nCG340BKK1Dhxc8LXjX65e/fv+B9ObxfwVOEX8GLswT4+UBHYoGvSgW3rb4f2A86vOETaPQKdNConQP3Z1CRxMHPxwO6kh526AL48lTOTx9Bs4QfP32xsub09f3CBTpPhgs8ngU63ZgbfIwfaCkW6P5UEdBxo5zsnz9/5eQAnycDIj9wgy7U+cgG3u3MzsYKuiaHje0tuBv46/dvVlbWf//+cYHOciA7ukY10hWMFlh0DW5iLPsH7hKCiipwOwu6rOEb6FQs0CnvwqD16KBTYsAF2U/QkQzCB/YJgI9T/n35oqCHJ2iEC3ToO+jCetBVYKAxLNDOwR+/foJWvYPP5wNdlgO6fuLHT/hVqaIigqysoPHpHz9+3boN3nzz/Qfo6AjwLV5CQvw/f/0RBJ3K8PPLV9CkIbS0AvUBv0IO7YO0rUBXeH37DrokFXTtIGjnM/gALO4voIlC0CkxkNIKdN8ED9fRwz94eLgYGZkMjUFjWB8+fBIU4IPcSPjhI0jx//8MFpYcDAyQsxm+8vJy8XBzga7JAR0c+hF8tsxHPl7QJmfQQQ7vP3GAyqmPoPWi7z6IiopAN+L8+sPBzs7GBtqF8/8faLyMlZWFjY1NSJD/85evo/fUDyEwWmANRgA+K/3n9+8/hYVB5yJ8//FLRAS6rAFyoTykwQW6SgfUHwQd1QASAa0e/X30CHgM6+fvH6B1WKAFDT9BzSvQ0DsbGxvo4BrwsQ3gYgu0T1BbF3RaA6gTCt78DLboh54uaJj/69fv//7///YVOoC1eMlXTZ2fX0DH9fEJC4MOadDSAZ1vJSTIz8QEuoz+549ffLyg05ChHcMvoDk4yIHuX76AVl2B17VDxtpBN1CARq94QIdeffj05ewZ0LXPrm7cHz5+lpQU//jps70D5wfw+aJHDn+5cI7HxIyRi5P9w0fQuX0fP33hYAfdjgM+B5mTgZERNHQFXi/Kzga6jpCdjZWHhwu6jgF01TM7KysLZOcgIxMTKxvrh49f2NhY3r77KCQk+PrN+8GYCEbdhA2MFljYQmVAxf79+wfqEgqCho1+/PgJmrMDnegO6seBpwh/gYaZQCzQOBXoyNDvP909QCcd//gO6g/+/PkbfOjVT9CE4A/QXfaQNhpk5yBoyzToxD7QjpzvoCEtwaNHfgoLgpaGfv8GOmX0+/cfQoKgC+i/gTYJCrAwswoKgu7FMTD8lpIseOgg9Ch3Dk72b99/HNj/7fJF/q+gJe98N259Bx2GBzqwAbx2FFZa8fKAr0r9/MXRiRfU7ALdNPGFl5fb0Bg0enX9xlcebk5+8Fg7Ly/3zh3QfTk83Fz79n4GL7wCzRV++Pj56mWOj+Bj3T+Clowy/vv/n5ODAzToDj4cGbQv58Nndg7QVToc7Kx//v4Hr8MC3Uf/6fMXdnY20DFY0JOR2d68ecfOzvrmDehGQlYWZmEhwQGN8FHLSQCjBRYJgUUfpYyMjJCBKtD5eeD7JiBjSd9Byz5Bax1+gKf8vn//CWpVgffrrFwB2mMoKgoZjAftKwRPL/4QB9/n/P37D0VlUN+Qg51VRw96mMz3H9ADAiFXin3//kMYvC/n69fvP378YgEtYgA17kB7CUFXTny/cU0AvHYBPNz+9evDh//MLb6Czr369h1yxGhEBCN4GOsr5FIvfvC4Ffhi5+8fP4FKq4MHvoBaWLDRq+PHWEFnzpzlZGBk+vDpEy9o9OqToCD/33//eHhA7Sx+Pl7wyaKgUxnevePU1gVNC4JOleHk+P0LtFLsw0fQRV7vP3ziYGf78PETqLR6/1FUFLTRmpOD/e070MX0kHLq7bsP7Bxsr9++5+IEHSkjIizEysLCxQViv3v/cbRLOITAaIE16CLr////4Hvhf4CbV+B2FujEZEExUdEfoCXvoBMaQI0mUdB+Hej6BhFINxC0Fxqk7ecvcVFhcTHwFkLQXkLhi+dBxdPPn7+OHPrJwc4CX3X1HdTIAh0PD5ouROoSgs6TAZ9BCrl7ArSm4duP1GS+799BA1hCggKCgt8uXRD++g20fxA86P715HGmhYu+7twpaGQCGrcC9QR5uEH7bz6DRtnBpRXvp89fIHtx7Oy5/oFuZuYEr4PngrSw+Hh5rl37xMvDDVrfAF7a7uYOWgHLzc0RFPzvwjnOL1++SoiLfgBfnvrhA6gtBlrsyskBIkFThKBlse/Bw1igoSsONvAkIDsbKwvobhxWFnY2NjY2lnfvQWPwb96CDml4/+ETKyvLm7ejXcIhA0YLrEEXVRYWFqDDsL79AHX7fvwSFgRdsIw8Bg9eOQW6xR60JusHaD8OaO4P1uACDaX/BB2YBb5FFTyGBTphGXQ1NCsbm4iIIBt0WQNo6RakVQWejgSdJAMayQKd3gfqEn79Bh13B5VW3398+QraGgQZwAJd+ywAPpuBD3Qe1pevoKYWIxNTUiKvscm3C+dA661AbatvoLXskDtTYW0rnsOHQIfz5ef95OHmmr/gq6SkmJrGVy4u0K3OX758U1cDta3AG3E+8XBzHj70mZub88uXbwwMoPEs0GUTHz9B7vICTQ5++MQJ3lTIyQE6Kxl0jvu7j9DTrzjZRYSFeHi4ICsYQFLvP4oIC0LOzHrz7r2IsOC/v//Y2VlBq7ZG9xIOHTBaYA3GuPr+HdQgAi8pB53T8B08RaihBR2D//HzJ7TMAp1vBe4G/vjl7S0EOmvhJ2iECzKGBdojDR6G/wFaBgE6pwG0vgF04ihoOAzUfBPk//nzJ/iqZ1BjDbJk9OvXb+DNgz8g5yBDFjGANjwLgTY8Cwny6er/EODnZWZm+fz5y7fvP4xNQKUVZDXWl6/fz53l/vnz96dPX8BLRr/y8/FCbiH89PmrnT34kAbwvTjJSVyfv3xNiOf68uXbzeugIunjx89bt3L//Qe68+bDx8883NxXr33igRwsw8V16CBoPOv9h082tpyQu7zevQcd14dgc4GmATk5QeXP16/fQWuvPoBWYL17/1FEROjtu4/soKOvQEvbQaeMsrGxsrIyMDKygJZiffzx48dgTASjbsIGRgssbKEy0GKgTTngEStwswbUSvr2/cfxY6CBKtB4Fmhm8JeDg6CjE6hAglwTzcAAGrr68R3c4Pr1G1Kigc5E/vELdBcOeGaQg4MV0lKD3DHxA7TwHVL2/eTi5gQd8f7tB2SWENIlBI9ngfqADo6g05AhI1Y3rvF8Bze4hIQEvnz5eukCH7i04gGtdOflDgwELW0XFOD79Bl0gN/nL1/Pn+X5/Bl01ujhQ18hlzkLCvBdv/EVdKgLIxPoivkv3z58BI1heXh8Yvj/D9If/Pzlq5oqaAUpeAnoRzt7TtDoFRfn3j0f+fl4/vz5x8XFuW49G3RykAt0GvKHj583bGB9/+ET+LxA0DQitGP4FrQph5ODnZ2dTUhIAHIk6dt3oC7hjx+/2FhZ5OXlBzrCR+0nFowWWMSGFD3Vgc51+fodfOSL4DfQ1j1ImQWaLAS1jMBHZZ098+vUCUHQMoWfP0VFBXfvBnUOYePuoA4gaAwL3J4CLXYHF1tsrKArrcD9R9BpyD9AvT/Q/KCR8Q+G/wygcXch0JCZoABIEHIOspYO6DT3E8e/m5rzffsOuoNeQwu0skFQkP/rl28C/NCzGdQ1f3z58pWJheXzZ1CD6/bdn6DdOZ9Bg1mfv3y1swetEQWVVl++ff4MWteurg5ae/Xx4+fPX759+PAJvg7+L+i+HNBZC7w8oCNlHJ1AbG5uLgYGDm5uTmYmRtgiLE5ODrbwsP/gycFPVtZs8+eDhtiDg//xcIPWlG7cyA4aaActdGDn4GAXEhQEHZfMxvru3Qc2VtY34F2ErCygA91ZWJg/f/lKz8gdtYsSMFpgURJ6tNIL2ZQjIgK6IRXU5AHvzhEVFvr6DdRD/Ak5Kgs6gQg6ae8neF8haOE6+JwsUGcQ3Df88fOnmCh0hzN4I+FPRyfQ7RWgC8RAnUFQA+3b9583roF2AoFaVT9AC9zBXULIANZ3BgbQmoavX79fuvCDCXRfDv/hQ9+sbfi+ff3OL8D77dt3S2vQwquDB74KCvB/AZVHoLUL2pq833/8dHDi+Qy+jvDIoW+8oAH4bwICfIKC31hYWb58+frx02fQbuePn11ceT58ALWwIP3B9x9A4+7v3n/k5eFiYPgkyM8nLiZ88jho5MvSmo0DtBTrMycHx5ev3zlB7E9ioiJ793xMSxUBNZ3Ak4OcnOyxMSwcHKBhLMgVhKCBdlA59Z6dnU1QkJ+djRU8jfgevFPnNzPTaC4YMmA0qgZjVH379uPbjx/fvn4F9Q3BxxaDiixwJxEkAl7VDtogDWaAOongFVigNVlgEdC4+w/QogfwoBVoQYOYqJCB4c+XL1jOnv4JXjMBWtwAPgT5J3R+ECQKGncHjfeDlmKBmlpfv36/fAk03C4M3pQjJMj/6+dvQQE+BgbQUoZv375/+/7z9Kkfn0EbBkHtJgF+Xjk5pm3beOYv+PrxA8+xIz/hxzP8+PkTVMqAb6L//ev3v38M9g6g+yP4eLl37/rMy8vNwswM3vkMKrk+fwGtaH//4dPxo1wcnOyfPn3l5GS/dv3L1cvsHz9+5uQEkW/esEOKtvcfPkKu8+Ll5QZNC3KCun6/QX1GjvcfPrKzsZmYfQDtgWZl5ubmZGMFzRKCZwY/cHJwsLIws7GxMjOP5oIhA0ajajBGFeROGlFREWFhQdAdhaAxeEFQkQIqs4RA26F//BAFLWsA9QjB+3VAh4VC2llu7qDlo6IigqIigqBNhaARd9Dt8/v3/RAXBy1qBxVn30HlFGhxA8iAXwZGP4SFQBaBGlnffwoJgGYJv3z9BnbGD/BVqaDD3b+Bl1x9+/Z9/75vKmrfGRmZvn7l+wIqrfi/gNaOgi6j5+fj9fX9lpTEIyj09cMH7tt3fnFygq6bXrCQZfGSPx8/fv7y9du/fwx8fDwH9oNaWB8+fnZ14+ZgZ//589eHD59AV+JwcvDwcIuLgY6UAR3VAL6L8OOnLyrKoHKKmYnp79//oHP7uD/a2oH2LXNycjAwMnCBhttZQYPu7Kyg+1PZ2d6B12H9+PXryGFONjaW37//srGygm8hZBUSFAAPu7N8+PiZjZXl48fPgzERjLoJGxgtsLCFykCLff8BOgIUXFSBGKDGFKjMAq3kBPUWQUdlgUesRKBThM4uoL2BkDVZK1aApH7+BN06AR6u+qmp/fv7j5+iosKgZQ3CAq9ev/n2/YeSyi8z8x8iwiATbl4HHWEqBL4dB9Jz/Ape5v4NdD4y37dvoGnBb99/GBh9+/795+cvoMXux49+Z2FmFBQEDWNBDkT+8hV0c+qXr98+fuD+8uXbh/fcgkLflJRY/vz5+/HTl4T4Px6en/n5eP/9+8/I+N/AEHT66MePoDJr547Pd+/9/vvvP2jt6IdPnz5/5eLkUNMA3Y7z5es3yJIFWztQe4qLi+PX799cnKCmEycnx+5dH7lA2wrZvn/7yQ6+bIKDA7SinZuL08DoA+RsBk4ODnA5BZolfP0GunAUfMKfAGgpFuheQjam0RbW0AGjBdZgjCvQWBWoEQQqoX78AK1Bh3QJQf010BEOvyC9uR+QBtePH2vXglYqgNZtgcawQAusQF1D8Ii7mKjQiWOgqUDQTh3wHCIrC6uoiNC5Mz+vXBL48eMHZCoQfKkXaGvht6/QptavX3+gaxq+gIb9v379du0K/5evoPsmQNueBXiZmFkE+BFnM4BOv/oG2lroFwC6SFlI6PuiRV+WLPlz7cZnAT5Q748ffD4fHx+vjS3jhXM8H0DXEYJWXQkK8CkqMEFKK15e7tmzma9f/3z9KufHT1/eveUEHYzFxZGT811CXBQ0UQgqrT7x8vD8AZ84KiIsBFrjDm5ViYoKgVpV4NnAY0fZ2dhYQJty2EBD7FxcHKDTkEG7u1k+fPgMWkvKwswKOgiL5c3bD0yMo7lgyIDRqBqMUQU521NH96cIaPUT6DA/0DKF76ARd/CIFYIBWZMlJiYKLbxAA++g893BW3NAc4ugRhao9AI1wV6+BC1rYAPdSAgqm0DrGEDHjYJKKBFhAQMj0IXPIiKg3t/3H6CpQNDVON++f/0mYGIGujjn6zeQFKi0At08+J2fj/cruFUFOknmM2j91ufPXy9e4Dty+AszE+N/Bob4eF5Pzy9aGjwfP4HOXQAdMQq6c/DzxfPcoOsIeXlMzD7zgXfh/Pj5+8OHT84uPFycnGmpfzk4OT5++szFxcHL9xlyMjIbKwdoIzQX59v3oFYVJyfocFFGJkZN7c+2dux//v4DHSnzDnSaO/wMrN+/QOc+v3n7XlREiI2V9d170HjW67fvISf2vXv/UUhI4PWbd2ysLKDTlQdjKhh1ExYwWmBhCZQBF/r+/aeQEP+hg9+/gfqGoPFv8JoDARD/xy/wenTQSndhYcgUIWiVKXhfIaiEAq19+Akqs0RFhCClFWjDM3itqbjYz2/ffrCxsX/79h3SRhMRFjQxA5VT33/8vHEVOnQFmiX8CpolBN+Uwy8s9P3SBdC0IKg99e0HP+gQ5B8mpqBhrMVLvkDuo3d24YOd0ADaS/ifAdLNYgQvcActbrh+4/OOHTz//zPa2ILKL8hZfadO8HwAr8BiZWHm4+W+epnj0+cvnJwcgUGg6yc+fgRtHvzw8bO9A4eHxyfIdV6go2U42N9/AJ31/uvX7wvn2Pfu+cLJwc7FxQkawGJje//hExs769v3oM2DrKysoDNH2UBDV+/fcbx5C1rgzsoKHbpiBe2XFGRmYebm4R3wGB91AJFgtMAiMqDoqgzSAYSMeX8HHdgA3Z0jDGpwgfp1oCMcwENW4AbXz58/foGWuYMXlILOjQExfv78CdqgIwo+Pws8XfiLhZVNTBS0cxDUXgMb+/3Hzx3bv/34+ZOZmeX7T+jJyN++f7ew4v/2/bugAJ+G1g8B0PmiP8wswFtzwN3Dz19ALaljR78lJoDOkxIQ4Dt4AH5CA+/nL18F+HkYGJiYGP9//vz100fu/wyMmho8YaGMfHzcRw5/sbMH3TwIvm/ik5Ag/4cPn9jYQC0mbd2vLCzMnz5/uXYFtOGZjxdUnHFzce7aCbre+d37j3x8PGKiIh/Be54/gPflgA/t4+DgYAedkgw6jOEjBwf7r19/eLhAZ8tArquAXEGooAC6JoeNlfXSpffsoCtzQAu1WFlZfvz4xcDASNfYHbWMAjBaYFEQeDTTKiwoAFm+AO4bgjqAIMaPnyZm4Nk9cL8PVGaBlmKBz58BlVC/IJfWgOcKQZOGP378ApVpv0Anu3Ows/z48ZOdjRnUevr2A3QGFqglBrrSGXzbxQ828EU4QoL8t27/EBTgv3D+Bycnx/fvPw4d/LZgIWhlw4VzoKlA8Il33wQFoKtGGUHHYIEmCiG30kNOaODnAy+/4gOVWdLSEjKyTHy8IDYvH7euHugwrEMHQeTHT1/c3BGnjIJXb0Ku6gIdGsPNzTl3/mcJcbH3Hz7x8/HY2P7l5uaCnifDwQFacsXJ/vbte0cn0F4c6KLQ9x9FRYQYQMfOsLOxg/qAwsJCoOWjbGzCQqBdhG/fshsav9fVFVyzluXS5fccHOws4GUNDP//0ywmRw2mMhgtsKgcoFQx7vsP8Jl5oIYWqL/2DbReFLQLetcuUE8Qssvvxw/QmeuQg5JB04iQgarvP0GF1E/QDKCSCng5O/iq1B/g63AgpKio0JHD0MlHSAMNeg09aGz9pyB4+cTXr9////v/9RvoWOTISBYhQX7IhmcmZmZRESEDI9AS0K/fvgnwg/Y5g0qrL+BT27+CLkwFndMAPsGdD1Jy8XJDThz9/PkrAwPPp0+gw7A+fgKtvdqz+xsvL7eEmCgvL6g4OnIIdPSVqTkDDzfnhw+f42M5P3z8xMPNxcnJcfokaN0C+JwG9k+fv4qLi757/3H7ds4L59jefwCdLwrZhcPGxvrz5y928JoG0OZB0IgVGxsbq64+aBehogILAwMrKytLQMBvRQVWVhbmt+8+sLKw/P37lyqxNmoIHcBogUWHQCbZCsgsIaxg+iEsxA/ap/Pjp7AgaEn6jx+gUszYFDQzCF6c9QO6Iwe0dgE0gv7j56/rV4VevxQGj2H9+PnrF2Rm8AdobQTohGVQW+znL9B5Wz9+QbYrgi7CEQYdtvXtq8C3ryAbIQNYSAPtvF+/fWdmZPj67fuVS7xfQXfkgEg+Pp6fP3+Bbxv8xscLKr9A5zR8AZVEX8DL3CGL3UEHIvNyHz0CKq0gZdaHj58+feR+//7T5y9fTUw5P336wgW+J/XKZVB/ELLDhpuby8yCDTSYBb3Ui0PfENw9fPeBl4c7I10ItHNQVPjtuw9iYiLv3nF++PCJHbTYHbJ5ENRVfPWS9cPHTyeOsQkJCrx997GwgANybh8LC/Obtx842Nn//ftnYGhIcgyNahggMFpgDVDA47UWfKQM6FJCYVDTBtQlhJzx8h10BDs/ZEBq1y7QTmfQxh1Q5+6nKHiJ6Q/QEe+gUaofP0H9QdDyKxEh0IZn8IFZzCysWjqgbiBofhC0COLX92+g5QKQEX3Q9ROC/MIiPwQFYWuvvv348hW04OELeOjqy5dvzCysnz9/Ad2O8wW0Cv/zF9BqfPDZDKCbu75CW1jfIfdNgO4fhJZZX3l5uT9/BpHgiwi5P378IiTAz83zGTyS9fnUia9c3Jzfvn3n4uLQ0QUdKfP5y1cebq737z8ePgQahv8AugGM+8+fv6dOgIbRQb1D0CXPoPbXu3egle4c7Gw8PKAD3d++fc/BAeoDgpe5s4qKgS6sZ2VlAY1ksbI4OTKDjnZnZfkBug6WhZWV+eu373ijYlRycIHRAmtwxQfENd/Am2NAC0fBjSlIjw80aPUDtCgU1FP8/sPNTRAyaQgtqn5CFmeB+ozgO1bhW3NAu3B+/PxlYvqTg5316BFQP/E7qKkFOrVdSAhECgryv3r1GrQRCLSXEDS4DiqNwCsbQMP8X7+JiYl8/vJNSAg+jPVVUBB0HY6tHWgAS1CA/xN4z/Onz19Bp8p8+vLlK+i21K9fv4Guof8COr79y2fwUQ2fvtjacYNaWODz+bZvB+1w5uXlhqxo37CB898/hovnuT58+Lx5M9efv/94eLj4eLn//P3Hxcnx4QPoJCwzC/D4Oif7+/efuDg5IKsc1q5le//+Ezs725t3oF04DAyMIC5oMTsLeFMOqJHFxsYqKMjPxQ0alYcMXQkK8L96/W70uNGhBUYLrMEYX+Btej9A7SxQ6QEaz4KUWd++fhcFbdgR/Prt+7GjP8HNK9DmGlAJBWpnge6qANE/f4kKg7bmgOcEQWsdXr96c/2qwOIlP61tBL7/+AU++grUGfzx4+etW6BpRyZmFtAREaBBK/C5V0IC30CXTfB//fodNMQOYvOB2Xxfvn4TFOD78gV01fPxY6BFDJ+/fBURFgRPDoJ2Pgvw80LaXB8/ffny5Rv4kIavPDxcnz9/5eHlZmAA9Qo/gkey3NxA1wtyc3Hq6IFOm/H2+QwavQJfPOHu/pEbdNkzaAAefFYf6IIcTg72Qwc/i4oIfXj/iZOT3cjkA2hki43N0xM0jAUZbhcGtSh/sLOzsbIyf/r01dKaFTKqBd1FyAJqVb19BzoW+fWbd0KCAiwszIMxBYy6CQcYLbBwBMyACoNGr0BF1U9BQX7IdCHkJgj/ANAwE6iLB+0AgpawQ9aIghZn/QA1ryBLFlTVfwoK/1JU/vUd1IH8xcICyrcREawMDKBuIOgai+8/XF0FdfV/6OsJ6huCxuDhzTpQ9/MbaKUoZGXDt+/fBUDni4I26HyFXpv6DXR6DIjNx8jEBJ4WBJ3Vh1JmgU9GBpdZ38FlFqjNpW/w9dxZro+fPgsK8H348ElaSpyLi/PT5y8Xz3N8/fbt/XvI6BX0SBku8PJRTljbip0dNJgF6id++MzJyfEWdK4xBzs76AAsDnb2N+8+MDEzg04WBW0hBC1z//3nHzs7686dH0CboUFHNYAOlhEU5AdtkOZgZ2EGbXtmZWUR4Ocb0KgetZw0MFpgkRZe9FENvroGNDEHGV8HDTf9AI09MTCA7oIGjSqBr5AAi0OXNUDOnAH1GMFXEJ4+9ev+vZ/nz4JOs/r+4yc7+Bx3DnaWE8d/gJabgtejHj/6885N/u8/fty8DjpDxsaW9zt48yDkkmfIpfPfvv8Q4OMFbXsGrxeF3DcBIr9+t7Dk+Qq6M5X35q1v/LArCD99Bi3CMjT+ws8HOsGdn4+Hh4dTUxvazrpwnuvTJ9BlOfMXfAYvs/r8+TOobfXp81dubi5Jyf/g8uiTAD8v6EgG8B05Hz6AloxycrBfu/aZg5P9PehAd9ByBHFx0bOn2X//Bl31/PP3H9A5Weyg+1M5OdhZwQe3gxtZoC4hGxvL6zfvuDhBu3Mg04IsrMwfPoJOc4cMvdMnTkdtoQoYLbCoEoxUNgQ0nPQd1CUETeGBj08AjYgLCzIwgGYFRYRBXUIDQ3BRBVqTBdrBA7nzGTTs9f0H6Kz376CLV0VEQHOCIkICbGzs0GNkQFsRQQtEf0DmB3+C1kb8AJWGP86cBrG///hhZgFa5s7ExAzaGPQVdOD7ly+g9h7opAXQEDUTaC/Ol69nTn83MQPdR6+pwfP1yzd2djbwJc/cnz5/vXAO1DfkA5dZX75+370LVDDxcHMZGILGsz59+uLsBDoNmY+Xm5ubE1RacXF8+PCZh5sLso7hzRuO//8YuLg4Pn8BbYR+9/7jly/fDA2EP7z/tHkTaBHW9x8/ODjYP4EPcuDm4uTiYOcAXzkBumwCdL3zX8iNOG9BR7xzvH37QVhYiJUN1BZjY2MTFBR48+Y95KDkN29BDCpH3qhxtASjBRYtQ5dcs4WEBEAHuoNPBAWVWT9+Qa7bOnpEELQmC3y5PAMDqDkFGokHLx8FlWXgK3BAzS7QGaRC0K0533/++AU66OrHz18WVqzgHTmgZto3kCGgYXsRIdAiVdDVrd9A57gzM7NcPM+vq/+dlYUJfOUEeBhLEDR0JSQIGnRnYWH6/v2noABoL86Fc98/g0bYv23cxM3wn4EPtOQKtCDr85ev/Hzcnz9/gRzRx8/HCxrDAh2XzPX123cebi4eXtCdNx8+fv70+Qs3F8fXr9+5uaH9QU5O9i9fQEscPnwAneP+5+8/bm6udes53n/45ODE8e07Axdo4Ir9/fuPGzexQy4fZOdgfwcqm0ADV+/efwDd8cwGOmRGRFgQsoiBjY1l7rx34FF45jdv34OHrkCX5bCzs7OwjGaBoQRGY2swxtb379CVUN+//zDQ0wItcADdwQVajAW9C/r7TwYG8FkOP3+5e4AWOjAwCH39/t3UDLQ4y8oatHz0x0/QRKGIiKC+wc81a0Ar3S9dYAZv9BEALY8Q5Dcw+gEaI/sOIiFl0Hfw9uZv337cvM7LzMwKOcRdUAC03kqAn0/PADTczsTEBCqtQMdg8RkYgQbdGRgYAwO+f/gAuowefGLfV9BU4OevfLw8nz6BNhJ+/PQZskwBuqbh0xdeHtBIFmS96KdPX7i5uT6CDsMCrRH9+u07B+gWHNC253fvPzo4cnJysnt5gQbdt2/7kJrCwgk6SeajvQNHXBxo5yAHaJkoaHKQHda2Am11fvcBVHqxgrbjvH3HwcrCkpgguG4dy7v3oKtVWVlZvn//ycoKGoAf3ZcztMBogTUY4+vr1+/fQO0d+Ig7aC8h6DA/0IoGUE/w2/fvDAzQbTqHD4EaUPv3/RQTEdq1E9TsunheEDSr+B10uKiy6q/9+34EB4PWvkO6fuA9gyBle/eA5gdv3waxwT0/6AkN4CVWIPa37z/MLXi/Qs7D+vb92hVoyfUFfJr75y9fL1+E7Bzk+/T5i6DQNy5Ozi9fv/HycB859JWPl/sTqIUFPpiBj4eHmxO0O5qfF7TGnYfr338GXh7uD6DTr75wgdtWEpJiHz58/PT5Cxcnh6Tkf/ChV5+4uTmvXGKHbhsE7yUEncrwHnR/6sULoKUMHBzsl658AB3ex84KuhqHgw18WsNHYSFBDg7QkJaQkICiAuiUUTY21phoZnZ20KEyoEMa2FhZmJmZmZg/f/4yGFPAqJtwgNECC0fADKgw+JBPULsKNGEHGo0CdcHAzS5Q9w10QpaQALhLCFmt/gOyrOH7j59u7qCi6sfPn1bWgmrqgmbmQmdP/wAfMfrj6mWQlIgImBQGrZiHnDKqpwsqFkHrrWBrGkAHIn/9DtqO8/Xb+bM/vnz5Bl8pyscHHmjnB5HgCwdB04XQycFPX/78+cPGxgoqsyB9Q17uT5++8vGBLkYFDW/xgwa2eHi4/v1jsLYBnYTl4grakQPtD4LGsEALGT5+Am3Q+fDxEx8vj6iI8MePnzdv5v795y/4rD7QMX4fP3L9+v3nA/h2nHfvPhjoC7Ozs1la/eXm5mQHHczwkZ2dFXIdIejmVNCS0Y+cnKDTkH/++gMaugKLguYHBfh//Pw1uqxhaIHRAmswxheoeQVa4w7qA4KPLQY1hUCDWd9/grqEoGsKf166AGp2gRtNoKVY4LP9QIuzQkJBZ85cvvjr+dOf16+C1P/4CWqUgSYchfjBN+WAu4RCoPlBIUHQZc7QjqEA6F4cIUG+r99+CIEWu38XFQHd7SwkyH/zNujcPtA9hN9/gFa3f4MeLgpZ3MDPz8vAwLRjB+/Hz1/+/2f4+BG6/OoTqFcIWiYKuhTn63dor/DTFx5ersMHQWvcr1wCndL3/h3oOi8eHi7I8lHQGtGPoJnBN29A16NycnLo64O4llag0oqTk0NZic3ZhZMbfDsONzcXaLnDp8+nToJGrt69/7h5M+v//wyQ06/+////7t1HVhYW8LbBj2yg7YPMb9+9B62GAG3NAY24848uaxhSYLTAGozRBZklFAKd2QCa7BMUADWCQHN2oEVZP0GrtEDNL9COwu+gsXMhcE8RdP/gt+8/d2wHFVK6+j8lpX9qav8EbScEFXegbiN4+RXovopv374rqUDnCkFXOoMWuIMUgbqi30E3dIGORQatvfoOPgPrm44WaNDd0Ql00wTkzsGv377Ddw5++fKNn5/Hy+urAB9oyaiIsAArG6uBEahv+OnzF15e0EwiPy/Pu7egJVeSEmKfQGUWqIX16fNXHm5OXr5PkhJiHz58Ap/qx/0evI6Bg4Odj/8LF3j/jaoK6Kir/ftAPcF37z58+Pj5/Dk2yIENnBxs799/3LQJUlqBhtvT0wS///hha8fGwsr8/fsP8AJ30C5CTk5Qb/Dnr9+g3c+szO/eQ5c1sDCPLhwdSoDx///RszUGXYSdOH7k/oPHCvKy////+/fvPzMz05/fv5mYWf7////33z9mJqZfv0AnWP39+/cfKPb+S4iLPn364uevn/KyMvcePJKTkfryDdQT5OXhevjosYiw0Bvw2XVv3rwTFgbd+sXKyvLz5y8WZqafP3+zsbGCT2UQfPb8paiIEGiHMxPjN/ABzX/+/Pn95w+4zPrBwsz0EbyE6suXb8+eMQoIgBaCghZV8fPxgoarvjL8/wdpUs1b8Dkhjoebm+PqtS/qapwfPn7m5uaaO+9DTDQXBwcb5AqJd+9A9zazs7N+/PSFnZ3t58/fnBygBtCHj5+FBAUgY0wc7GzfQRedMoMu4/rxk42d7evX7ywszKwsoA2ArKysfLzcr16/4+PjYWJi/PLlOzMTIysr65+/f5mZmKxsOBgYvh87wsABuhDsG8P//+ALWUF7Dzm5OJ4+e8nNxfn//39+Pt6Pn77YOzgNuhQw6iAcYLSFhSNgBlQYcokpaN8xeGUDaCkD9DAZ8JJ0cIMK3FX8AekJgm5XFRYArZgC9/6+//gpBro1R+gn6GQ+0LHI38CLHZiYWb6DzQF3DPkNjMAr6aH7Fr9DBs5AQ1ffQANYX75+W7L0H3QAC3QCMqi1paMLIgUEvgrw80LuTDUxA61r4OPlZmRkggy0JyaARtY/f/mmqcH9+fM3Xl6ea9c/x8fybNzIyfCf0dyC69NH0O4cSAcQtPYKNj/4EXxgw4ePn5xdOHl5wOvduTgYQdfk/OPk5IDcSs/Bzvbr919Qiwt04hVotzM76HpU0C2qwsKCd+/9hKwX3bvnw6mTrCzQw0VBuwjfvnsPaWS9efNeUICflYUFvO/6E+vo1pwhBUYLrMEYXYLgQz7BA+Hfvv/4CTk+AdwlBHUFISWLngF4nSdoGzP4SJkfv0RAN0KD+oCg5aM/QCsbvn//yQFe4w65zp6DnfX7tx/gC1lBHcA9u7+rafwEF4ugqyggy9xhN+WAthD6+X4TBK/AsrPn//wZtCH6xjVQ/27bNl7IvV7gm+j5Pn36oq4JOqEBVGaBTm0HLXNnZWEBDVrxcH369FlDnfvDx0++Pl94eLiOHwORHz58+vz5KzML84ePnyH9wU+fvzAzM73/8JGbm+vSBQ7w8X6gu1F///oNKq0+fNqyhYODnR0yjcjOzmZm/hd0KoOw4Lv3oLvpOTlBC0qVlEBrrUzN/4AuhmZl/fnzDxsbC+QWQlZQV5CFmZkJpAI0Q8j05u0HyC7owZgCRt2EA4wWWDgCZkCFQRti+Hm/gts+kBWkoCLs+w/oocmg/hr/gf2gjYSgQS0QF7omC8QFXaUDmgr89h103c4PyDXRoAORQWPtwsKgsXaQOd9/uLgKnDj2/ds30G5nYWEByHJ2UJPqO2jbIHQLIWjzM9/J46A2F+gwBtBwO3d0FDMfL4+x6TfI/hsBAb4D+798/Qoqsz5/Ai1o+Pjp82/wdpnPX75u2QKaJfz0iUdCQgw0aAVagQVtYS1f/he8XvSTkzPoTPY/f/7ygFeFgm9L5TiwH7SsAbJklIuTw9EBtOrq3VsODg62T5++njvDzgg6leHjhw+c7OygY/wgbat37z+cOQWaJTQwAp2KBb6Y/j1oJAt8pMSHj19Ad+UwM0PmB1mYQUXYgEb1qOWkgdECi7Twoo/qr99AJ8dAh96FQCPu33/8+Prtu5096FpTUAPq+09Qgwc04i4I2jUDKo9Ap7CDzzsGtZ5EhAVBp7mDpu1B255BDTPQke3fvv/4Bb7XC3QO8rGjINP27wedBvHt23dxMRHwYJYAyN4f4NUM30EdwK9fvwsI8N64CVo1+uUL+HYcUC/w+/lzPF++fAXtIgTvc+bl4fry5Zu0tMSnz1+3bwedfXz9JuhMKy+vL9u3c0tJ/Qc1uLhBB/Xx8oCmBT99/pqYwPUXdIYM95VLkGtyOP/8/fvp0xdbe1AHELRklIMDvGSUg5GRUULyHxcnu7IyqNjasIENPPL1k4OD/dgx0GnI7OygFVjgoTFOVjbWt28/HD/KwcYK2kUIbm2xsLAw//v3j42V+d+/v5AdOQICfExMjG/efqBPnI7aQhUwWmBRJRipbIiQAOiWGlCXELSWAbQS/es3UPNq7VrQVabgxVnfITsK4Veu/vjx01BfG3xin+A38EHJ33/+/PH9x5o1LOCZRNBaBxFhoW/fvtvYCn4F7yiEtN3i4kBnt4NacN9At06Ad1YLf/0CalJBuoH8oFVX37W1IN1APshVz2xsLD9//AKtV/gMbWd9+QZuYX3+Ki0lERbGwM/Po6HG9ekzaFF7aCgDaHMOeO0oaNAKfBofeAjps5U1l5ExB/i4UVAhBVqXxcmxf99XLi4O0JLRj584OUEn9i1d9osTfAf9+w+gcStWVrYPYAY7G6u39ycOdraXL0GrQ0WEBVevYXn37oOwkCCkJygsLMTGxvLv37+37z5CduR8+fodtHiUmYUF1M76PXpP/dACowXWYIwvUJdQgPcbaPAbtKnQ1Ax0ISC43AEtHIWc+A7mQosecBfv563b90DD899/urgIfPsBWub+7fuPP39+fvv+feEi0JHwkNLt/LkfDo6gLqSwMKgz+P/ff9B5ot9BS9u/f/9hasa7Z893QUG+r6AzsPhBx4t++8HPzzN/Iai1BR66Ai1u+PvnHy8vN+S2Z/DOQdCCBtiS0a98fDz//jF8/vxVUkLsPwMj6JLUj58/f/7GzQ3ekcPDbWnF8enz1/fvOQ8d/HzqJPiS5y/fuLk5IUfKcHNzgm/H+fzhI/fv338/fvzMwsLx7t1H+GJRL09QsfX/PwPoUi82UAdQXBw0Es/GxurhAbp/kI2N5e27Dy6urGysoILpG2h9AwsLK/Or16AdhezsbH8h7SwWZgGB0eNlhhIYLbAGY2yBN8f8sHfgA5VZQvzbt4O6dCBBcDsLUio5OIIWjoJnCUF7a4QF+UVAAFQSga56FhIQERIUFRHy8wXtLjQ0+g66gQLUewQtvzp9ErQ0FH6IDWhpO3iZ+5ev3y9d/JmWCjq+XUCAb+FiUMkFsTc2BrT6wdqG58tX0BThfwbQ4e7WNlxfvoJ2C4LKLPC5feAT+0CLRfn5eGztxeBc2MEMX0A7cj5+Wr3qBzcXh6Qk6ExRUCH18Qs3N+efP/9Ax7dzgsqmj58+c3JxcHN9BA1qcbK7e4AY3Dxc4OVXHCIioOtwvn77ZmsHPg0ZfNwoaLoQdFsq63+G/3oGoFsnTp/keP3m/c9ff9hYWf/9/ffmzXshIQEWZlDjCrxCAtRPZGYaXYc1lMBogTUYYwu0tuDrtxPHQfdrwVe9iwgLenpB175/+/b95AlQ0fMdNOIOGuQyNgVd5vz9+8/wcAFQhw908Rdo8zPoYL/vP/X1QDOJoJOwwMNe4I7mT2sbUDkoKMCnZwBqwUFvnQDLQYbeU5Jgmwe/fnv4ADS6dPIE6MLnL1+/rV7N+OnTl+PHvvPycIOumeDj+fwZdL0z+Bx30Lbnj5++XDgHXqsFWjvKDZoVBC0T5QKdzg6+Cefjpy883KDiSEcP1MJ6/x60SAp8uChorJ2TgwN0CDJoNzTkNGR2yBpRTk4OyI2qHBzsIiJC27d/eP/h08ZNoJOQIavbQatqv/04egR068Tnz19A23TAPcDFS7+zsbFaWbPw8/OBj5dhZgc3zd68fTcYU8Com3CA0YWjOAJmQIX37tn1+/dvNnZ2hv+ghb0sLMy/f/9iZWVzcAStEz2wn1FcTOTFyzd///5hYGRiZPgvKSH29PlLcTGRZ89f/fnzW1ZG6sePX6CjhD9++vv3zzfw+QeCAqCMKijIr6n96/JFpu8/fjEzMUJWZn76/FVERIiFmQm0q1mA7+WrN/YOPIcPfWNmZuLl4foKuu2Z9/OXbytXMnp6fuLn5+Xj5fn0+QsjA8Pbdx8gR8eATlwADaV/5uHh4uYCLxYFXSv/ATTrBz5/nZMLNBT1/j3oSHU2NtZPn76wsbH++PkbdIIVK+vsOR8jI1nAJ1W942BnZ2Jm/PHjF2iNKCvL928/2dhYeXl5Xr1+w8rKwssDXSzKzMRkbPo1N4cpKZGbkZHh0+evjIyMXFwcX758Y2Rk5ORk5+biev7iNQ94786Hj58ZGEAbqllZWT98/MzJyfH3zx928Cr5nz9/efv4DWhsj1pOAhhtYZEQWHRT+uXrN2FhYcjpLkJCAqBOGfgs0K1bvl84D2pPff/x09EJ1MEDn2YFulYHtKABtCZLwMcH3EMEzS2ClpWCh7qEwGtKfy1dBppAPHIYdGwyeOQeND8ImhkUBs0Mfv8ObdAJ8PMdOQS6LZWRkenbtx8WlpB2Fq+xMWii8PPnr19AB43yQI5y//QZvHMQ1MIC9Q0/ffryGXzrxMdPX/h5QcdgaeuCLsv5CDr66is3+O6Jb99+2Nhx/v33H7R/kJPj48fP8XGcGzawg/qDoBvn2f/+/c/FxcED7iSCSjoOtg/g255BJzF8+LR5M2QjzscTx9hjY9nevH0PaluxswkJ8n/8+Bm8tZnl/ftP7959BA1gsTAbGL13cAS3ssD7ByGC/Py8r1+/Y2FhUVBQoFu0jlpEORhtYVEehtQ34fChA3///oNMbzEyMjEzMd1/+DgqSu7okb+MTExMDAx//v6zsWVeseKJvJw0aPPOfwZGRoZfv/+yMDP9+vULcsmgqKjwx4+ffv0CLSUFnQD149eaNSwBAT+EhQSfv3glIizIyPj/568/zEygE0SFBPlfvHzDz8/z5ct3VlZmXh5uSMPqydPnggJ8kP2ATEygQW5Ik+rz52//Gf59/gw6EZSLixN00jE3l57Bp3NnQL04SNGjZ/Dx9EnQaVaQgSfQwVXvQUvSQSeyv/soIiz4+s07DnY2KxuWnTs+CgkJsLKyvHr1loODXUCA79Wrt+zsbPx8vC9evmZnZ+Pj5fn9+/fff/+ZmBiZmZg+f/nGwsLMw8314uVrXh5uBkYGVhaWX7//MIHaVqDhfEZGBk4Odi4uzmfPX3FwsIPujOZgf/r8JRcnJxv4kKz3Hz5zcLD//v1LWFhES1uP+lE4aiJtwGgLizbhSpmpX79B7tQCjViB2lnfQYsM9u4BDTl9+/r9G/jur317QQsdQFeugrnfwc0r8A4c8DlZP0C7pkHL5GF3PgsJ8v3+DWpSffsOOgFZVx90YwVomfuPH4KgGUnQdYRfv4I26IAGsMBnYH39Broax9gUtLGHj48btMmZD3QA1tev38EH9YEOFwXdgwpZMvrl64XzPKBbJ0C3e4EOwzp3FnSgO+gKVR5uU7NPoKOQuTk/f/kGmh98xwE6DRl0QgPnvr2g2UPQIQ0fQDcScnKyg2/04gAffQUaa4ecbPXj5y9ODtDiUFDxx8EuLCTw7v0HEWEhNnbQuDv43Ho20Aqsd+9BDTDQ6Xwsb95+YGMFHevOArvkmRV8Nz1oHRYLaOidn4/v48fR87CGEhgtsAZjbAnwg+7UcncHrS34/uOni8s3yIg4aPE66AIu0Hky4JNhQAeTgjqD4B2CoN6fkIC3N6SH+OPrtx+gzTqgNaWg069U1X9FRoL3En4FFXy3b/KBOoNCAkxMzN/Baxq+QdZhff3+5Ss/5Ph2fj7eHz9/XzzPC1kvClp19RV638TXb9+lJcU/f/4qJCQA6RWCzkf+DOoV8nCDbvTi5QUtcP/8+RsPeCnDyeM83NycHz+ClmVxcXFISf23tQONdn38CLrai5MDdCMONxcHZE0paNk7B+gwGfA19Wy/fv3h4gSVX2/fffj0+auoiBAbaCPhRw520IU4Hz58ev/+I6SQ+vnzFycnJxsbaPrv2rXP7Gyg7YSQmyZYWVkFBfiZmUFHJINPRgatcX/95h0TE+NgTAGjbsIBRgssHAEzoMKQsuPAAfDk3dfvhw8JCAkJQXf5fQctT4cUUl9AM3o/QdcXgub+QJufv//4uW8v//cfoCsLQce3//x5+873Hz9+bdvGf+rkDzZWFiPj7yIigl9A+kGHAn799gNy+IGwED+oYfX9hyA/r5DgN8jx7d++/+Dn4/kCvs4LXGZ9B3FBh8mAjuL7Atqmw/MZUkjxcOnqgzblQAovHtAWQtCB7uA7JkBLGUCMT18E+Hm///gJGaFnYACdJ8PNzfn+wydjUwYubk5T80+z53wRFxPl5GD//OWbmKgwaBcOuNdpaQ06T4aLC1RssbOzffr0hYODnRO0f/ADaIch6DZn0N3OoAEsNhZWFpafv/6cOgXaRfjjxy/IvV6s4CbV9x+/IHsK2dhYwWNYzKBJiwGN61HLSQKjBRZJwUUnxeBzqX44OICO+oSsQYcslQJfwAXqoIGGzL+B7pIAFVk/ftra8n8H7xz8BrpVB7LcAXSR/ffvoGsHv33/HhIC2pGzcNGP61f5v3/74ewMunfnB+gYrG/MLCygXid4hRekzAKdJ/P1mwDottSvt26ByqyvX78J8INunYAMt4MmE2Grrvj4eD6Bh+EZGED35fDxglpSoHF3SAvrC+gKVfBlE19BLaxPn1++ZBEXE9HV+3z6FLeVNcf8BaALvhgYQBc7Hz3CGRcH2sMM3kvIzgEaa/8M2TzIwAA6DIuDnf3tO9A6BlAhxcb67v0HSCPrzdv3b999AI1PsbPOnQs6tI8ddCAyq4nZOxdXVkEB0OjY37//QD1B8LZnFmam12/egXbzsLONtq+GFhgtsAZjfIEuLv36/fgx0C014FXvfN++/XBzA3Xi3NxBa9+/fYcc4QAajfr67fvZM9CTG4QFQQtHQXc4f//x7dsPYUGBH6CFWgLfvoEaVpERoMsXBAX5jh/7YWkFuvfQ0Qk0P6irD9rtDBrAAt+L8w20tB00MygowMcvANqzCOkMQo6U+fIVNHQFOhZZgA90Q+rnrzu283/69OXYUVgL6+s3Hm7Q2lHQYlEu8OZBXm7I1Tg83FxqqqBB8QvnQCuwDh4AzQ9ycrIzMHx2cOScNYvp/XvQhc8cHKC1Vx8+frG1Y1dSZvvw8fPJE1zCwkLv3n+A7NQBTRe+By12Z2NnffPmHQcHO+giL1aWt2/fh4V927ARdAXhnHnvDuznOH4M1D189frtt+/fIUeP8vPzvQLND4L2PTODJjAGYwIYdRMuMDpLiCtkBlJ8547t0lISL1+9+f//HxMT6LKEP3//sbGy/Pv3l4mZhYmR4e/f/ywszA8egg/5+/f3PwMjExPj799/WViYf/36ycLKBtr8LCL86dOne/cfiQiDNtZ9+/5j9Wpmf3/QXV7Pnr0UAd1y+P/Hj18CAvxPn71wdhG4dIHxM/h2iWfPX/Lx8YB7f9+ZmBjff/goALoQlfvpsxf8fLyQtVfcPFyg4Sce7v///n789IWDnY0TdFEz6Dj2t+8+QG6ZB2+O4Tx3lu3t2w9btnDFx4GWILCzsQqDDhR8x8bGxsbKMmfeh+QkAfD+GaZ37z+yMDPz8/O+ev2WjZWVDzxF+PoVq4YmDwszaGaQiZGRj4/n2fNXzMxMPDzcjAwM4L2KPIxMjJwc7NOmv46O4uDm5vr//9+7959AjH9/2dhA5R0nJ8e/v385OEA3sL7/8Jmdne3379+Q/uPb959dXd0GMrJH7SYFjLawSAkteqkFjXl//+7iCmrmQFa9gzZCf4NOGn6DXagDEYTc2QUajxcGNa9Ap7yDh9W///jx7Tvo3FHQ1CGo9/fd1AR0qvI3UF8StIsQdtLWd2Eh/iOHQYYL8PN8/fZNTlYKPGIF2kII6v0J8IEOlvkKWuP++QtoKRZoF+EX8J5n0Kqrb7y8oDUQoI2E4KNjwIUbaNszHx/PxQucoOP6eLjZ2EDHt/PwcImLi3789JmHG9Tm+vDxU2w0qKn14eMn0MAWF+fvP6Cdgzw83KBVnR8+8fJw6+sLvXv3YfYc0C5oLi5Qh5GTk11EWIidjRU0GM8FOtOdjZVFV/9jRASoCGRlZZk9B3THF2i9FSvLuw+f2CBHYYEvyXn/4TMr6MxS0A31fHw8r16/k5KSolesjtpDBTBaYFEhEKluhJAQ/5ev3w8dBPfUwPcGQmYJwecrQJd3Qoax4GUWWAoyAA/q/X2DdQkhG56h16b++A7ePwi5ZgLStfwB6n6CdlnzgQawvoEOdH/x8rWgAD9ymSUowAda1gBeLwouvL6B5gTBZ8vw8nDdvPENUkh9Bt868QFUioFueAbd2vUZNIb15etXf/+vmzeDdgt++vwFfB/9R31D0Dl/oCvpP4LaZZycoFu5QPODoAlB0EnKXJzsa9ey6eh95OLiYGGFL2jg4OLkfPvuA+hsZQ42NjbQfajv3n88cQx0wvLqNexv330MD2cFN6ZYfoBOWAYNvbOysHz7/vPtO/CJfexszMxMr16/ff3mPT8/H2gnAdXjb9RAmoHRAotmQUuBwaDhJAHQmoZv379/Bd2yBTr4BbQRGnSlDXTcytgUtHIKLAjfBQ1Z7gAagBcREhARFvjx8yeoIAMv1Pr2/ceVKwKgdVvge5u/ff8uJioMkv0OOvrq67fvgoJ8puagYX4ZackvX0Er3T9//go6DIsftC/n69fv0lISoEF38G1doJEsXtD+wS+gUxZA7ak7d3/y8HB/+vyFn5cbvJThC2QAHtzyAh0b4+n5mRe6cecTDw/XmVMc78AXT4Du7wJPC3JxcYBvnfj44eMXTk52Dg52L+/PZ06DRthdXT5AbidkBy1ogM4MsrOxvXsHYoMOEWVj+fnzt4EBqG0lKMgPWXjFxgo6rYGdne31m3fgG3NAa69YmJlfvQGtcWcBH9/3D3wqPgVxNaqVrmC0wKJrcBNpGWie7tt3Ty/QNfHg1hZo9g+0QQd0ARdoa46wEP+OHaDmEmiWEHzuO2iWUEgApO7HT1s7UMn1/TtoOzT8SL+v376Bl7mDxtrB84Pfv4HXo36FnNMALhYvnAPdjvPt+3c7ex5QmSXI9+kLaCOOAD+PvuG3b5Cbcr6ATmsA73n+am3D++8/g4DgNz5w4fX9xw/wYQyfwYtFQfucv337zgve4vzx02cJCVEuLnDHkJuLC7zfcNtWLjFRkQ8fQesbICutPnz8DNqcA74DFVxCgS6j//jps5ioMIjFyvoONNYO2pYIvnnwA3glFqugoMAH8MiUogJo0cKbN6DNOpDDkZmZmSGlFSsrq4AAHzMT0+s3bznY2djZweNmzEx//vwmMlJGlQ0GMFpgDYZYQHfD12/fBfj59u4BHfUJam0J8n/9+k1YSMDXD9QCEgCf+A4a2wKvRQCXWT9AZ1r9+AG6Gez7jzOnQdOC38AnLN++A7qU8Nv3H05OgkuWgso4sEZQMw3UBwRvUYTcecHAANqjIygA6hseP/ZDALRN55uQAB/4Oq/vVy6B116BpwjBvULQYvdjR7/w84NKpE+fv2ho8PDwcC1Y9B3SPfz46YuQAB8PN9e1618+g89p+Ag6Egu0uOH9h0+fQGye+DjQ/kEHR9Aw1vsPn/7++8/JycHExPju/UduTk4OTvafP3+///CJkwN0LPK7dx9+/wGd484Gui31w7t3kMWioC7h+3cfIUcvsLCwvP/wCdR7BC1wBw2x/wBfCwS5iJCFmfk7aE81C2g4i5mZlZXl5eu3RkbG6KE/yh/EYHSWcDBGzpo1a+TlpJ+/eMXw/7+8vMzzF69Ak4Yv3/z795eZmYWJifHfv/8urix79/xmYWVj+PcPNEnIBNpgyMIMPddBRFgQdAbep8/3HzwSEhJ48ZxZSAi0SfDzl29CggKMjAzfv/9kYWH++OmLoCA/A8N/fYPvJ48zvgfdsgXaLPj4yTMBfn5eXtDMIA83Fw/4DBkeHq7vIPCDhxt0qQQPD6ijB56P4/z39y+olAEdF8MOWRLFwcH25i1oFQKk+Pj16w94MTqofAH14FhY3r7/sGkTy5Qp/FcuMb96/Ra2c/ANGxsrHy8PE7gpxMvLwwTeS/n58zcWFiZuLtAM4Jev3xkYGHh5uP/++/v58zfQtkFODob//0ELSj9//f//P2TKEtSb/vqdk4Pjz58/HBzsoH2LkFVbrKzgoy9Y3r77yMrK6uTsOhhTwKibcIDRFhaOgBlQYVAzB3rg59fv338I8PF++wZe9f4NtNcP0onbthW0ghR0/jq4JfUN3NoCHfcO2abz4+e3H6DthKA1Wd++i4iC1219/2HvAJ4f/P4T1EwDL5oHtbO+fb9+lY+RiVlYkN/MHDQ1KSIi9PkLaAALdGT7F9COQ37weQx//vwVFARt3OEHFWvckGXuvKChK9Dh7jzcXHPnf926FVSSgW9FBS0ihQ69c0POcf8C7iByfP4C2rKTmSFyYP+njx8/f/zEw8EO3YsD2agMaliBRt9Bxd/79x9BuwjB/biPn75ycIBO3WFjY/348TMHB+god8hNE+/efwQtlQDtywEVi1++fONgZ2dhZeEX4IOUViwgABrG4uPjffX6PbidNZr+hxgYjbDBGGGgIXABvi9fQXueQQUKZFwc3H2DlVyg5VRfv34XEQKtWf/+AzQA//37D2FB0EJ28Jkz3799A91bMX8haI80qGz78evLl++nQGeN8oMWg0KuxgEVc/wgK8AF4pev386f+w46xB28fOHzl69MTMwiwoKgI2UgO3JAY1qge+o/fQJdRMELOhjrK/hYUdCyrC9fQPdKeHp+Bq105+Fetx50WDsvD7e4mMjHT59Ba+C5QBtxQDc/g7p8oP4gqJEGPln0w8dPoJ4hePQKdNgDJzsHO/u7958gQ/Ls7Gzv3n0EH7HAxs7G9u3HD8iRMqDGGriHKCQkyMkBunWChZnlw0fQUgZQ6cQKWh0KOq4PxGFmZ2djZmJiAi1zfw+6gYKZafRA9yEHRruEgzHKDh7YCzqBnJnp8ZNnSoryz569lJGRfPHy9f9//0AtBCZGKSmJly9f//nzm5WNneH/PwYGJiYmxr9//7GwMv/+9YuVjV0U0iX8DOoSOjsLXL7IBD4UmPnzl69CgoKMjP8huwh5eLi/gnpY/z9/gR7X9xm8wIqRkeHDx8/gaT6u5y9e2dpx3LzOpa759eTxv+ArlEG3B3JxcoJKFlCLiF1V/dOJY6ABJkjLiIOd7e070Ekyr16zior+Bm2CARUtoHPWwccogBiCgqDbTPUNmfbtfcfOzmptw8vA8Hr/PmbQFad8PAwMDK/fvOPl5WFmZvr06SsjI8iHPNxcjIwMHz99YWJi5OTkZGT4//4D6GQ+Tk4OLi6u///+ggs4zv///rGxsXFwsL1+/Y6RiQlyngzoQEQ2ti9fv//9+xfkFsi2aBZmPQPTwZgCRt2EA4y2sHAEzIAKfwMNuoO6gaDpQvAtW4ihd9DuGdDY+ZevoKWe4J2G4O3QkL2E3yBHNYBmCaFdQiHBo0dAB7oLCoJWPwgLCYJmG8G9SMhovYAA6AR3IUF+WztG0CIGAdAdE3PnQZeJfvsGGkQ/uP/b16/fb17nYWAEDcyDpgjB+wfBl9SDmlo3rnH/+/8f0rD6AF6sADqcj4uTlxe08xm8yuEz6MwscAvrM2glBCcXJ8f7D5+OHgHdUcjJwX740KdjR7kgB4S+//Dp85dvHBygRhaoPwi6OAd0nszbdx/egU7UAq9RZ2V98/YDOzubkJAgaEyeFTQmBRl6Bx3WBzqr78O///9AbNBNhOCTkd+++/f3Lzs7G7gzCNo/8Or1uwGN51HLSQajBRbJQUYHDaC7akDdwK/fvv0AjSCB+mugoaWwcMiaT9DhM6Dt0KAV7dDbbkA3g4EXPfj4QPuAoC4haAQMdAYWaL3VD9DxDODDsECrJSAHQkB2WYOKxW/fr10R4OMDXewsKMDn7Q0aHBMQAM0Mfv0K6iQamYC6fvzgi50hi7DAh4uCFjRApv/4eHkkxMU+fvrMx8cDKqE+fv7PwCApIfYevGoBNHTFBToDi5ebi4ebg5MDdLczD/ianPfvP86d/xm0ZBR0pMzHv3//QaYFRYSF3n/4CGKD9/2AFzSwCwsJsrGxvnn7/v37j8LCgv///2djZX0L2vwMOl+Ug5MDsloB1CtkYxEAXUnPzMbK+urNuzdv3zMzM7OwgsopVlaWv3/+QHYU0iE2R62gIhjtElIxMKlm1O5dO0ALtJmZ//37z87Oamn14tRJ6ecvXv///y8gQGb7tlfS0hKgM93//GZjY////x8jI5OzC+OePf9ZWVl+//rJxsYuKiIkKiry6fPno0cfaWvzv3jOLCAIOqWTj5fn27cfjEwM8JNFP3/5xsDw38KS99TJb2bm/65f5QEdiw7enff5yzdeHu5Hj/7x8n4CFULgVVT////j5uJ4++4j6LAqcCsJtHKKE7TEnJOTnZOD/c3b93/+/AHtnmEHNYI4QO0hVh29d0ePgDYP/v337+vXbyzMzAKC/MxMTK9eg/qDfLy8TEyML1+9ZWNl4eXlYWRkePUa1B9kZPjPyMT4+TOou8rNDZqjFBEWevrsBS8PDwPoTFGO////QXqF4JlBzr/gyUrIzkFWNlYOdtCZoqDtOKws4PF41p8/QSfEs7KA+qSsLKyMjAy29k5Ui7ZRg2gPRltYtA9j0m34Aj7O5evXb+D7Ab/v3cNvZg4+o+rL1+PHoFtzoMeECvCB1lsJ8W/dCm5Ygbp5oJMbQNOF3398//bj0iVB8FENoF2EixeDznQXEOAzNAKd/PflyzdtXdAa+i+gMgt07eC+vaDReX5+0Il9oDMb+EAHt3/7DhplB08agnfkfP4yew5oEZax6ZcvX0AiHz99/gTelANqWH36wsvLIykh9vHTl0+fQBt0IItFGRhAw+vvP3z6/es3NxeXmJjIhw+fwfsHQa2t9+BeJGg0DDzoDl0yysEGOkwGPEUIWurJxvr9+89370FnkIJXSLC+fQdaIMrOzsrKyvLv/3/w4e6g270gQ1SQBe4/fv5mZWVhZ4N0A5n4+fhevXr3+s17ZiYQZGVlJT1yRnUMJBhtYQ1k6OOye9/eXWzsHMygwzAZ2dhYnz1/KSsj9fLV639//7KysYOEGRhZWJkfPHisrKTw/99fZhZWRob//xkYmZmZHjx8rKgg9/Pnb1FRYT5erkePnvLzg05GF+DnY4Lci8PPx8Dw/9v3H8xMTB8+fhYU4Dc0/nvwwDc+Pt7///59/vKVj5d32fL/np6fIJ27x0+fc3NxgjcAgi7F+ff374ePnznY2UAHhnKwgwsXDtApxu8+coCn9t68fQ9ZhcDGzvbmDejAYjNzFgYGloMH3rOC1nOyvXj51stbgIGB+fw5Jsgpevz8fEyMjJ8+ff71+zcfHy9oiJ2R6cvXb8zMoIPb////D7r/hoeLiYmRi5OTATzWDll+BV51BTrJ79nzV+zsbP/+/YNcTP/7958PHz+zsYK2IIKH21nZ2NhevX4LLstA7SzwuBYzMzOzmYUNrlgYFR+EYLSFNQgjheHbtx8CfDywoXdQ2wfM5vPy/u7qCjoVS0iI394etFr96zfQEe+go0fBQ1TfQUsfIIPr/CJCAj9+/Pz46TPoIAch0PKr27ehi7m+//ghwM+3YCFoVRc/Pw8Dw3fwbudv4EPcQYPu/v6gRfafP4MG1AUhS65AJ8/wQvc88/GChts/gVpYoKOQIbud+biNTUCbCkHFHOjYBlADCrx5kOPggc/Hj4F2OINOQP74mYeH89IFjquX2T98AF9BCF5v9f7DJ2ZmZlFREU4O9o8fv/z5A7rJmZODDbSg4f1H0NZC0HnIoPMYQPOPoCWgIDYrC2jJFXgFFuj+ZwEBPhZm5tdv3//8+Rs0OcjBxsICOq+GmQW0QQe8tgG00IGfjxc0q8rENHrc6JADowXWYIwyUP/r2w/I0DuYDS2zdu3kPXTwuyA/aAKRgQE0du7uzv/tK6jkApVZ3398/Qrq9EGG0kEHNoCPToZwhQT5BQVB04tCoGvov6uq/0hLBQ3ef/v249IFXvDF9HzC4CvFQGcz8IKunBAA78uBOACycBTcB+S5fvML6PJUXm4eHs5Pn786OIIGuD59+nLm9FdLK1DD69MnyOQg6IJCyPEMXJwg9sdPX7m4QNfQQ/cPcoHmCn//BjXZQOutQAc2gA4UBfUNOUFjX29Ba69AhZqwsCA7O+sb8CwheJEEaPbvzZv34BNmONlAV6KymFuwvHkDOnoUdJ4MePkoaDYQVFS9f/PmPQsLeB0WSAi0FIsPVB/8+Pbt52CM/lE34QajBRbusBk4GQF+3i+g8xJA2/pAx6t/+fYVNF34zc0dNID1Fbzmc9/e77q6mgcPfBcU5IOc2WBkAlrf8PXbd8j99RBBY9OfIsICixeDiyoh0M5n8Gml/MePQldFgNpo30CHzHz5+h1ytdeXr6A7L8AlFJwBLqH4QachMzAy8nLzCAqArs8BLxnlPrD/8+cvX21sQYc0MDCA7iXkAd8/+BFUbHFxc3GBjrv6DDrifcN60FHIHz9+Bm9/Bi0r/fDxs5096CowJkbG9+8/cXNycnKAzml4//4DeIoQdFAy5FSGd+9BN4OB1zEIsLKCTm3n5uJiYwedx8DKyvLp09e9ez+BxvfZWDg4QDub+fl5P3768v79J1ZWFgF+PtAGQiZGNlbWP3/+grdAvwN1CJlH0/8QA6MRNhgjDFRa8YNaPZA9OuAz10HnvSxdChp6B604AF96Cr76FFrufP/+4+plPvBxV/zgbTr8kEvqd2wH7Zfm4hIA7Y4Gr3sAaQcfJrNoEegABkjhCN5uDRprhzFAC68EwAe3f/7yTVhIkI+X68tn0P4bPl5uPn5Q+QU6mAHcGeTjBbWwDh8CbXK+dAE0uA4qqni5raxBBzZAjuvj4gIVVT4+X7i5OUErGDjZP3z8BJpn5GC/dgV0IPLPX79B/T5wXw98kRfo7FBwY4rt/YePHBwcoHXw7Gygu7/efYScccrGxgJqTIFORv7Azc0FYrOxCPDzg1pRzExv3n74//8f5O4JFhZmPj5e0IoGJsYvX7+9ew/qfjKPrnQfgmB00H0wRtqunds5OTnt7BmPHmVmY2V+9uylvJzMi1dvpCTFXr95xwha2M7MwsL0799/NjbWx0+eycvJPHv2Ulpa4vmL13///lFUkP39+48YeFnDzx+gDTqsoBOHeZ49eykgwMfPx/vk6XMBAX4mJsaPHz/z8/E9fcrAw/sJNNrNwPDu/Uc+Ph6G//85wGdUQdZPPX32koODnZuL8/37T1zcoK3OnJwcb96+B/XdOMALGsDNItCRL+8+snOwmZqxXr8KWtPAzsbCAl5TDt3NBz0BGXQcFTMzEysL85ev3yHlCAszMw8P94uXb1hYmBn+/wedgAy6gB605IIJdAc9aKz9A+gOwf9cnJygsXYO9n///r778On/v3/s7KBxd9ASdlaWd+8//f37lxU63P4L3OZiY2JiZAEt1/oAOj8aNJQFam8xgy0aHXQfWmC0hTUY4+sr+AatnTu/C4BWcv7g5wctRhcADV19F+QHdQAFBflsbH8Igo6dAe03BJ1HCrqbHnTYMegGr++glQ0gQdjq9r9//nz79l1YWOALqHf5XUgQxACvHQXtZBYSAg268/PxQPYwgjqD4OOxIEPsX76CljV8+gxqVYFOcABtdQYNtwvw80Guw+EDDWZxffz0RUsHdL4oNxfn4UNfwENXoMbUx49fPn0C9Qe5ODmuXgMdfcUNGrpiNzP/CNnZAyr1wDufwYdhgVatCwsLvnv/8cPHz9DZRjbQsinwGnc20MgWeMQKuqaBjU1QUADUBwQvGH3/4RN4HhB0eSorC7MAP+giwo+fPr9+8/7tW9AwFqhRBSogQUfgMzEysrCwDMboH3UTbjBaYOEOm4GT+Qwebwcd+AkaugKvdweXIPz8fF+/fwed+P7tx6kTvOASh8/Z5YeQAL+d/Q97B1BnUEiQ39IKNAwvLCQAnjQELdTi5uGCbOIRFuIX4AfNMwoLgQ5cgBRqoIVXX0E9R9DFE19BnUEZaQnIoVf8fLx8POABeD7QFCHk2kFe0D5mzs9fvvDz8fCCJwRBm3J4ua9e5vr4CbQFh4cbNPRuaAyaKOTh5mRmYZ477/PHT1+MDEW5OEH7nz98/Hz8KA/ozCvw6vYPHz9B2OzsbO8hRRVohQRoivDjx8+/foN2KYLWXrGDpgIhG3TAp9awgle6s7CyML958/7nr9+g09tBI1agE0dB04HMTN++//z79x9o2zMzSICPnxd0dg0zaBM0eL/kp4GL5FGbyQGjXUJyQo3WejZt2sDBwcnCzMTIxMTOxvbk6XNFBdkXL19LS0m8ev0WfEQUMysLMyQrPnr8VFFBDrwonImZicnE7Om5s7K/f/8VExP5/Onzz5+gAfWXr97y8YJWkOvqf716me///3+gvhgTI+h+08/fmJkYIcs7wQudOD58/MLDw/X37x8eLlC7iZub69+/v2/efuABNY04OMGtob///nJycLx6/RbUPgIPPL15CzqtGLKb7/Wb945ObGdOgfqDr16/5eQA3bvFzMTEz88LWrQJbuOwsrJ8/vKdBXS6F+gmIIb//798/c7IwMjMwsTDzf3v378XL1/zcHMzgt327y9o0/WTpy8YGBg4OTn+//sHvkgVtLT9/YePoHBgY+UAHX0FKrPY2Ni+fv369dsPZmZmNtBdFaDLU9lYWRgZGUED7aArn5lev3n/48cPJiYmN3dPWsfmqPlUBKMFFhUDk2pGLVu2TFVF8fmLV3KyUq9ev2Nk+M8CWs7N/P8/Izs765OnLxTkpJ9Dyq9XbxkY/oFO9WMGFVmsrMy///xjZ2MVFRX69esPPx/P3XsPhAQFQGcefP4Kuh2LmwtcLvzn4+N99vwVLw8XLy/PpCkv4+NAp/Q9efqCh5sTdDIfJ+ez5y/BpyCAGkSQ4/FA25XBRxhzcLA/fPSEm5uLg4Pd1Ix5754PoDNBQcNFoF1+oKYQaBMO8+s379lYQXN2LCwsz579ERb5D+q3sYBK1Rcv37CzsTKCru0CLROFbsRhZGBmYvr///8nsFO5uLgYGP4zgkuo5y9ec3JyMDIwcHBwgBeL8f/79/f9h0//QANYbH/Bi7ZA25J+/3n/4RMLCwvkIi8WFmZQm4uF5devX5CRqxev3oCH5EFFJhMYWFrZUi3aRg2iPRjtEtI+jEm3AdQ1Ax/zAjo+ATRdCNpA8/UrnAQNaYGmDr+C1jRAunWgu78EQasWvoOWf37//v2nsLAgbNIQtKYBoh50tRfopC3Q/CB4aQKoA5iSzGdmDjquT0iAz8oatJfwy7fv/LDLJgT4eXl4Qbc6gwazeHlAnb4vX3fs4OUF3Uf/+dDBr7ygWULQMivwUe7coHUMHz59At+Xw83NtWbtj4+fPu/a/Qs0J8gJmiuEHFzDyckhKir8/sMn0NAV+A568AFYH3+DSx/wUQ2g8ShIB5CDnY0DNGXIysbG8vffP4ggOxvo9D7wYe38LOD1Vj9+/mJlZWEDD/OzssB35DDz8vK8evP29Zu37GxsoC3QLKCTsEZnCYciGG1hDcZYW7lyhaqK0suXr2VlpF6/eff//z9nF/bjx0B9GlZW5mfPX8nLSr989VpKSuL167f//v1jZWMD7ddhZGJhZnr46ImSoryJ6R8GBhEGhs8nT/wU4Od78fK1vQPPxfOMHz994ecDdQnBh/Mx8XBzfvj45flzRnU1Lm5urqfPXnJzcXBzc7//8ImJkYGDg50LfCDM////2NlAV6WCBsLBh728fffhH6hXyP7n798vX77BRsdZX4P34oBKGlCThhm0Bh20xhO0quDV67dgMWYmZkZWFpYXL9/wgVacM/76+YuLi/PTl69MjIzMTEygC1AZ/jMyMn78+AW8rxvUXYXMWj57/oqDg4OB4T8HO/u////YwN1A0CUZ33/AZwb//P7DwsICcgAr669fv8DbcUDr3X/+/AW6Jgd0DzTzf4b/4NYVExMjo4mZ1WBMAaNuwgFYcIiPCg9kCPDxcn/9+s3L+8uJ46AhdiZGhu3b/3z9xvL/PwMHOxtovwxo6B3USvryFTTxz/zrNwszs7SU+KvXb/V0NF+/eXfzurCYGP/nz8x37t5nZ2P7+oX/8KEvt24xaWjwf/r8lZHhv6AAPwPDf9BVEYL8QoL/P3z4zMDI+PkT799/HxgYGAUFeP////f23cd////z8/G+evV6+Yp/sTH/+Hi537778JsT1Nn88+f3W9AtWxx8vNyQbYMcHGy8vNygG0zBO2Y4ONh5uLlWrGR2dX37n4GRm5sLPHzE+OIl6OB2MVFh0P4YRoZPn778/PWbl5ebgQHUJWRnZ3v2/BUTqOTihPQH//799+zFKy7wLfUc7Gyg1VVsLP/+/n3z5j0nJ+c/8HF9kIPbQUsiGBjY2FiZmZjfvH3369dvDg52JiYmFhYWDnb2Hz9/MoO344AaWMzMP378HN2aM+TAaIE1GKPs67cf/xmYGRhA2/oEBfiePH2urCT//MUrWRmpV6/fCoLP8BMW4v8CPvf98RPQkPyzZy/B60hBxy18/fpd3e4HAwMIXTgH2sEjLMzMy8t/795LXX2m61f5/v0DDbozMTKAloZ+Bp3naWvPe/jQZ0EhBi5OPm5u0IJPBob//Hw8795/+vf3HzsHe0oSx+s37//++cvPx8sOPlD0798/vLw8HOxsL16+4eBgBxVVbKyvQcfFgNo33Nxc7Gxsr9+89fVlZWbm5ObiZGZmevnqLXgNJ+hqCQ4O9pev3jAyMkLadIyMDE+fvWRmZv71+zcnBzsjEyM7GxsDw39Qofnvn4iQ4N9/f/+D1539/fv3Lfh6Cy4uTjZWVnDbioWHm+vPnz8szMyQVRSQ0at///4xg2/HAbXdWJj52Hl+gLZ8M0IKyp8/f/Hy8w/G6B91E24wOoaFO2wGTubz5y+CArxr1oDuhf8C3qNjboFgg46dAY1DfXd0BBVGkMEp0EE0oAucQcNYQkL8R498v33z+9kz30AX2Qvxf/z0+eu375cv8e/dA9pt8w28uQd09Oi3H5ZWvF++fDt+9Bt4TSnP5y+gUS1+Pl7I+Xyg7YSQQ/vAZ7rDtjp/4+PjsXcQ/fTpy6fPXwVB5+SxgNZkgfbicHOD1zHcvPn10+cvW7Zwc3FywC8f5AZtvQGdmQU7Twa0Ewd00sP7j+/BF9ODh65A/VAhQYF3YEFO8IJV0EA+K6ugIP/bdx9+/f7DBd5pCDptGbS8HdTNe/P2/RvQMX6g42VA58mA7x3kh+zIYWYGb8cB9Td5eXk+fPz86vXbV6/f/v7zh4mRceAiedRmcsBogUVOqNFaD2hhFPh0BPDBWKAChYGB98tX0KpR+DC8AD/vsaOgYfhvoBMaQIutQIcggzffgNZnCfILCfGDNjODFnCB9hh++fLN3x+0ytTEFHyn9Lcf27aBWnBnTn/fvp0PMswPNpwHtNjq67cvX0A3EhoZg/YGgtZb8XJDijAQGzzcvnTJq63buDduBK29+vP3ryA/Hw83FwsL861b3/78+QMaFOPi9PP7DinIQEPx4FMZQAcof/wMvuQZdCjNp09f3n+AHDcK4oqAl4yCV41+AhdeoBtP2cALRz98/PwedBgWB6j9BrrTGTK4DjqG4cOHT6CCi5WFHVxOgcaqQEPrTJAeKDMTIzcP16vX716/AZ2ExcHBAR7AAk0UMowWWEMNjBZYgzHGvoCbM9DS6us3yAkwAvyglejQVe8CoFWjoKONQYNZoFP7wDfffAc3miDkj2/ffkBXt4MWhYKWkgoIgJaMXroIOmTmy9evAf6gSUZ+Pl4/v2+QDdWLFoPGxyCnNfDzg9gXzoHWi/5nYAQ5CbxMFLLknY+Xx8RY7OePz76+X7Zu5QYdI8PN+eXrtz9//qqpgbYTfgBd3vWZlZVVXFyEi4vj/XvQunbwHkPQelHI8ccfQTflcHBygNpc4DvoQe0sEBe0ahSyMpT17buPiDXu7KByCVRYgfcPvnn74e27D0JCAqC1C2wsrKBVX6A7Ovj5+JiZmdhYWV+/eff9+6/Xb96/efMOsnYUNDPIxARaDcvLw8vDM9q+GnJgdJZwMEbZiePHvn3/xsTAwMYOur742bMXSopyL1+9lZGWePP2/eMnz5WV5J4/fyUrKwUaBgKt0mJjZmJkZGRiZWX++/c/Ozvrr99/xEVF+Pi4791/JMDP9+/f36/ffjAxMYIPBf3KwPCPjxc0rP7x42deXp4lS/97en7k5eWGLMj8+OkLNxdosSj47r8voF3HnOx///wBncwHaiWBFhhAlon++f3r5Ss2Tk7QKX3soENeWF48Z+HgfAcqQUBrrpj5+fkg41agzXughg0jCwvzi5dvQfODjIyMjAzMzExcXFwvXr5mAG2QZOLm4vz3/x8jA8OHj18YGRlBhx3/+wfZOQjeM8j25s17BkbGf//+soHuxWH/B7ooiOXP798s4EOQf//6Db6YnvX3b9BBo0xMTGBXMP/8+RO0ZJQZNj/ICDoJC7xIldXQyGQwpoBRN+EAoy0sHAEzoMI/fv7k5+X58u2btQ3oGL9PoIsofoB25IAPaRASBB07Ax56Bx3e8AV0fSGo6YS8tVBYUEAItDXnJ2QHImSPDqT9BdH+9dv3efNBuxQ/f/kWEAA6ro+PFzyABbomB3Q+H+QYLD5wqwp0L+HX77y8oJbUR8gJDXwg9p+///n5v/CBWiugoSvQVmqBL6B1p5DbJcDXT9jZc4FOaACf/v7+w+ePH7+IiQqDD2Zgg4xSffz4mZOTg5ubk50NdEDox49f3r3/BD5kBrRzkJ0NNHTFBroUB3Q9PQMjAzvoSBnQHh020CAWaMU/C3hrDvgqivccHKBmGHj0CrQOC1ROsYBOQ4bsxmEFHS/zBzxVyMg4mvaHIBhtYQ3GSDtx4tivnz+fghpW8q9evQGtPOLgYGFhZmJiZmNjAYkryL14+VpGRvL163f///9lY+NgZPzPDOoPMf1nYABny7/iYiKfP3/5+fMHH+R4Bn5+RkaG9x8+8fOB2lY8PNxPn70EX0PP9e/fvw8fP/OAtuD8e/P2PS94K+Dfv3/evHkPHnsCrbz68+f3+w+gA6dA6zdBs4Qf2EGA7devn2ysrLNmf4iMBC1vZ2Fl+fjx879//0BLrkDbj/mYmZlBjSyQ20HtHUYmRl5u7ucv34BOUGBhZgAf9s7w//+Ll2+4uLhAq/VhDSuIr5+/eM3Bzv73719OLtCl839B93SBupB///5lYWF58vQFKyvr7z+/QZc8szD/+vWbDbQ0FGQRZOEVaOkaeG3792+QYyFAbSsQZmT8/uMHGxu7kbHZYEwBo27CAUYLrMEIDh48+PnzZ2YmBtBabjYWBgZGDg72Fy9fy8lKGRi+273rPzs7u5094zHQ4TMsT569UFSQ1Td4dfWy5KvXbyUlxF6/fScuKvLr918Bfu679x6Cu4T/Pn/5ZmfPeOE8Fy839+Onz/n4eBn+/3v3/hMvL+gwGU5O9vcfPv///48LdCkpaDvOv3//IFfRgE6n4uT4+/cPJ7jQBF+3xQYurKDLRH///gUaW2JlefX6HfTcYmhRBboUBzSHB2rigHqAr16/Y2Zm4uXlARcZDExMjG/fvgfdBQteyQnuD/5nZPjPycn55OkL8Knt0JNk/v/7z87O9vXbN34+0G7E//////v3F1wu/wGdJMPG9vv3b8hShl+/fv35+5ebCzT8D+4JsoA7nsyvXr/79v07aB0WI2RZAyMDqEPK6uTkPBhTwKibcIDRdVg4AmZAhX+AzlzntbV7eeaUyKvXb6WlJd+9e8/PB7qa8NRJ3mfPX4qJieza+cbKWuLQwfegsfFvPxgYQCuwQJ2+7z++fv2uZvsDvNL9y6ULfJ+/fGdg+CckyF9e9v/r1y9MTMwOjnyHDn5hYGAQFACtunry9MXff/8EBfg4OTkePnpqZsFw6SIvZNDq799//Hw8HBzsDx4++f37DxsbK2iZKPh2eHZ2dj4+HtA+GFb++w8es7Gx8vJys7KwrFzF5OLyjpEBdHgLaIkDM2h47eWrt+CdjJwMjIxcnBwMDAzPX7xmZmbiA92IwcDwH7S0nZ2d7cmzF0yMTFw/QUux/v8HFVLga5xZ//8DXYn67duPP3/+MTCAxP/+ARVVjIyglbTMLCz/Gf79/fOPk5P5719mDg528J2DLOACixlyhgwzMzM/H9/3798YGUGLGUDjZwyMP3+OHpE8xMBoC2swRtjhQwe/fvvGyPifgx10zgEjIxN4fSaohaWj937x4ucqyvLPn7+Sk5N+Bd78zMrGzszE6OTMfPQI879/oFGeP3/ApzV8/vLr508+Pp5Hj58JCoC6hFyguwW/Mvz/x8vLs3jJP2+vTzy83P///+fkYPvwETTW/ufPb8h2nH9//4JWZrKxgkaUODn+/PkNbmExvXsHWnDAzs5mYMR64MA70JZnNlZIC4uFhfn+gyeCgvyg/iBo9Ai0UhS0wADcHwR1aRkZP33+BtoRAy4wmJmZuLlBtr//8PHHj5+gTTn//zEwQEs0dg7QSD94Ow47qIXFAeoYsrOz/f0Dumv+D6jAYmFjY//9B7TK/9HjZ+zs7MzMTCwsoB054P4maKAftLod5BLQoYCMYIuZGBm/ffsGXtDwX1xcSktbZzCmgFE34QCjBRaOgBlQ4V27dvNyczx/8VJJUf7Vm7cyUhJv3398/vylgrzsq9dvGBkZ2NnYWViYHJ2Yjx1lAa2DV5R/Bj7a4eWrN25u4gf2v3NwFGFgEGVg+LJ3zwMBftDmQT5enqfPX/HwgE5l+PvnD+T+VNABDB8+MzD85wINe4OOinn4+CnoGBnwPpgnT5+zg04l5jAwYjty+APokjHwSZ7gu5dBh8mAJgZZWXX0WA4fegdaHsXK8vPHDwEBftCgFbjQAg8fgeYvGRkZ3rx9z8TEBFpMAGriMDAxMb15+x58MyBoZx8XFyfoojIGBg5Ojn9//z578YqTA3R6zP//oJNkwKcysIMcwMb6989fVjZW8Kk7L8AnNPwGbx5k+/XrF3hdO+uvnz9ZYIfJ/PgBOmSGmQk8PwibHGQAL2f4+vWbiIi4jq7ugEb1qOWkgdECi7Twoo/qw4cP/fj+nQE8mgNqJzCDDqhjAW2BY4EcL6OsJA8a0pKRevXmLXgtAgd4pIaFhYWJgYHp1es3khJi4mKinz9/+fHz+6dPX8H7bHgZGECD7ry8PP///eXh4X785Dk3NxcPD2jQ/e3bD6Cxdi5O0Fmi3386u3BePM8BOnQY1MIC3Rdvas5+7uzvly/fgIsydjbQKgbQBRCv376HjFtBbvp79fot6CAcFtBpeeCJOaaXr96AyhEWFnBXjAE0ZAbrD/Jwg/YPgrYiMzJAdgU+f/maC7w9EDLiDukV/vnz59/ff5B1DI+fPP/z5w944J8dtBeHBbSmgY2djZmJ+ddv0LlXoJ2DzMw/f/369fs3NycnExMT5NwrJiamnz9/sXOwgcauIOtF//9nYePU1zegT5yO2kIVMFpgUSUYqWzI7t27+Xg5nz9/paQkDzrEnZGJk4P9+YtXCvIyr1+/hWRmB0emY0dBh20+ffYCdOoKCzMjIxMb6A5kBg52Vivrv+AW1uejR37y8/H9/QtqUq1ezZiUyMnNzf3o8TM+Ph5wT5D94yfQoQic4Fse3r//9B90FgLoYAbIJQ7s4OVOHKAL6D/8/fsHMhkHaWGBtsvAOoOa2m+PHQWXVOCGFWhmEHw6O7g3BuqJsbCABr8/f/kG2ccH2ecM7gP+f/rsJejgQC6u/+D+ICdogP8v+HgGDnDDiu3xk+dcXJy/f/8GHdH3+zc7B6gkZWVhAXUGWUD3UPz+85uZifknaL6SjZEJdBTEjx8/mVmYQSutQGeLMn3/DlqDBhq9YmL89/cfpIXF8J/ByMSCyjE3ahyNweigO40DmCzjOTjYv3z5/gm0FOr7l89fZWWl3r59D7nehp+f99mzF+Lioju2v+Hnk3z99v3nL19VlMWePX8pLyf98tUbaSmJ12/eXr4kKi7G//kL84/v37R1vzEw/Lt6mT8o6K2+IcOlC0yCAqDj2BkY/v/790+An5eTk+PR42f////nF+AFnYLw9sOfvyDxf/9ASwfev//0+w/oeIbfv39//vL133fQpQ+QoXdWFpbXb9/b2rGeO8MNWmkOXlgBGfDm4eEClVbg7uCLl29YWVmYmJh4eLjB3UGGnz9Bp87//PWHgQF038T/f/84QZdK/PvPwMDOxvYddJzXb9AOcFB/EHRfDqg9x8ICPqiGmZWV5Q8jAwsrMwPDf2YW0FKO////vXoNWq364cNn0JAZC+gkBvDsJEgNExPzt2+QghI0U8nOzsbAwPDt+w8hQT6yImdU00CC0QJrIEMfl90/f/768uVrfDzfzp2gm7VA22LA180ryMm8fvMOfAko6NiZb99+fPnyFbxeFLQ1GnbCH4itq/edgQGEzpz6ycDAt3vXs6/fWOwduK5eBp2A/P//XyFB0KGdb999ZPjP8OnzF35+3vfvP/35++///3/8/DycHBxv3338/w80WsTHx83Ozv7mLaiFxc7OxgI+d/gNuCcImhnk4b5yGdRtff0GdBcOKwsL+BgZ0Kp2UGeQCbSigY8PdDozIwMjuJ34GtR7BR07ysTFyfEfND8I6g/+///v+/cf7959AA9mgY7i+vv3D2h1OxvrX9ABMuBTGdhYGcFj7S9evmZhZfkNPj0GdMAD6DR3UHH2/z9o/RcjIyM/P/tP8OgVqL8JOpqZ7xtoEgNUYP3585eBAXT26afPX3GF/6j4oAWjXcLBGDWbt2zh5eZ8+uyFqoriq1dv5GSl3757z8TIyMbO9vLVW9DsIfjEd2ZmFjY28KC7ksLzF6/kZaVevn4rLSn+5u17cTHQOixBAZ679x7y8YHaTcam3Af2v+LmAg1a/fnz5+OnrzzcXH///eHm4nr3/iNoThB0JCgHeJ0qA2g7DmiS7i/oRHZO0LZk0KHDv0AtrL9/QeuzIGNYrJC1V6CdOKCNfCzMzLr6TPv3gc6QATWvwN0x8OU0zM9fvOYFHSoPKjJALSMmJi5uLgbQcqp/4CWjoPVWoPPaOTj+/fsLHrpi//P3D6hLyAa6zuvtu4/gATW2v39Bqxkgo1fs4OVXzOD1oqysrKCpSBbmXz9/MTKBzm4HnSQD3jr4/z9oUJ+BAWQ1aH6QgYHhPwj+///f2cV9MEb/qJtwg9ECC3fYDJzMnj17vn37Kicj9e79RxYW0FQ9OzsrqGPFwsrOzvr4yXM1FcXnL1/Jy0m/fv0OdPInJxcTEwMLC+uLl69lpSVfvQEtHxUXE/ny5euPH98/fvoKajeBFrj/f/f+Iy8Pt6n536uXuTk5OSDj7pA1opBTE/6DtumBLnSAlGKsrKwcsDsmwEsKfq9ewxYXC7rEATJFCCqsQOPtzC9fvQXRrOCSCnQUAmi06vmL1+CiBDR8xMMNameBiov//z98/MTCwgpaf/X/PxNoaTvnv39/GcBHtv/9+/c/eEUrA8N/NjY20Ig7qIXFBpkiBK9mYIWIszAz//oFWi/KAj5cFDrc/vMnaOEV+PDSHz9+MILupQdd4AgZ8mdgYPj67dv//yCb//3/7+TsNnCRPGozOWC0wCIn1GitZ8uWrXy8nIyMzJyc7K9fv5WVlXr37sOz5y+VFOVevX4rA1pH+oGZmRE0qsPK8hR8vN+Ll6+ZmEANLsippH/+/gXNEn4BrcPi5eWBDLozMoCaTlxcnI8eP4Nudebk4ObkfP/x858/v7m5QJdKPH4CWtAEmgrkYP/z+w+khQU+foqNjY3txYuX/xkYwMsIQGuvWFhZXr16C1rQABprB00NgrYPMUGWXzHZOzAdO8LEwsrCxMjAzc3NyMj4/MVr0C2w4AviwV2//9+//wDff8Px99+/589fcXKCljKA7rzgYAe1s9jYQNtuODh+//4NWinKxvbn9+9//xl4ebhBI+7MLL9+//r75x83N9eLF69A95FxcX7/8YOFGTTAz8zMzMjE9P37dyZG8PwgOxuojQVqXYFKK9Ba+f//zcytaR2Vo+ZTF4yOYVE3PKljGicH+2fwWPv796BDFL5+/f4ZdE4eaM+zry/fkcPf+Pl5X4J26gi9fvsONDQPGsz6Ji8v8+rVG2lpiTdv3ju7iDAw8DEwMO/ZfZ+Jmfnfv78CAnz/wXsGDYwYzp4GLXB//+HT1y/fGP4z8PPx3H/45N+//3/+/uXn52UDtao43r3/+PcvaKwdtJ2Yje3tuw+gNaIgDOp8sbKCLsgBXSjNyw0prEAzg+BGFng5KCczE9O5M0y/fv9+//4DIyPT7z//GEEXOIPWuDMxgqpJyCj7t+8/3r3/yPXz179//yCl5F9IT5CdDXwkA+i0BVZW0LU3AgL8Dx89ZWcHrWb4BV61wMIMEmdjY/v+4+fff/++fv3+7Rto1dXPn5+YmVkgPcHv379zcLALCQowgs54+MfAAJoh/A+OJfBiLDBrlBg6AJR0ho5rR4pLt2zdys/LxcwMuiPr9eu3zMygptbzF68UFeTevHknLS3x7t0HJiZGVla2V68hW6M5mZkgDS5mBgZGdtBA9X9xcdEvX778/PGDhweyjoEXvE2P4/2Hz//A67C4ODn//Pn94ePnf3//2jtyXL7IwcHB8fjJMzY2NtCRnqCi4fer129BoqATZUBLGH79/Pn23QfIfX+gwxJAk3SgLYSOTiwnjoEm7KB9QSbQwe1MTKBlFqChI9CxNtwMoBVQDP/B+5y5QSuw/kNH3DlAR8owMDD8/fOHA3TnIGjnzZ8/f54+e8nODhrAYmNjA5+DzPrnz1/4StE/v3+Dlnexsv76/RvUGWQBbcSB3NgI2ZEDKbAYQevav4PcAF57xcfHzcbKCuoR/vv/7/9/E1PLkZKkhgsYbWENxpjkYGf/8uWbrKyUrt7HVau+KCrImpq937WT9+tX0NnEX79+4+fjAc3BMf8WFOB7/OS5pITY8xev5eWEXr166+omfvjQh99//nKDzyy99+49ExOzkCA/+HiGF6bm/69c5tPR/XNg/+dPn0Dnugjw83JwcOze9eTzl3/gnYO8rKCzXD6CSrM/vwUFBVhZmNnY2N68/QAed//Fy8PNysrKxMQIunYQXGjx8nAxMDBzc4PG2MFr3EErRnm4uRiZGFlA/TJGHm5uUGcQVGT8Z2ZmBt3Hygnq8f379w+0GZCD7e+/fwz//7//9v3b95+gG3rAxzOAxs7Y2P78BW3E+fuHiZWNlYmRkZWVBXRLI+iKedAIFzMT07///8AFFvPfP8ygBe6ghRG830FThKArDkFXH/LyfAOtwgW1rj5/+fb///8/f/4KCPD+/wtpaQ3GBDDqJlxgtIWFK2QGUnzr1q38fNwsLKxv34HuImVhYeXgYHvx4rWiIrSF9f79B/A6UtnXoK3RoAYXIyMDaIwJdjMYZKX7l69ffnz/Dloa+u8faIH7//+cnOwfPoJKJtCpoOCtzpADZAyMfjEwcB488AG02ZidFXSgDDtos8u7959YWUFXzoCG2MHF04NHT8HX0jCB1omyghZCge/vAjGYWZgtrZjOnGYCbXdmBF0p9vv3byZGJm4e0AAWuAsGmrD79/8f+IDAf0+fvQT1Ezk5/yJG3P+Atg2ys4OvxgGdwQAZa//75w8LKyvoCi9WFtDBDMwsrGysv3/9ZmJm+gW+i5CRkenHT9DoFQN4uP07+Fbnnz9/crBzgFt2jF+/gTq/4CLq/79/oAVooqJCBoajZ8sMMTBaYA3GCNuzZ/efP7/lZKXfv//48tVrBXlZ8LIGBg4Ozlev3siCVzmwMDOxsLKys7IwMIK2Rhsav2ZgYDmwH3IWDdvfv/9AXcLPX3/++sHLw/3nzx/IsiPI6TG/f//+9PkrqEv49w8XJ+fbdx/Ae55BN2mBxrahLSzQUDcHOxvoImU21jfvPrCxgU+/Ao+xMzEygtdqgm+kBo22QyYHQTODL16CDmaAtHrAy0QZecBXeDH8/w+5v+v///+QNe6MjAygoSsOcIH1/z9oIfsf8FIGWE/w0eNn/Hw8n79+A+0fBJ97BToHmRU0dcjMzPTrF7Qz+OvXL9C5V6Cbu34wMjJKS4kzMjH9+P6diYkZ3IgDF5UMjF+/fQX1Qv8xgMsrUJk1ek/9kAOjXcLBGGU/f/76CgLfPn/5ys8HuoSCn5fnxcvXv3//ExDg+/LlqwBkHak8aB2ptJTE+/cfVq36qqgg++rVGxkZyTdv3ktIiAoK8LGyMN+5+46JkekvbND9HWjzDcMf0Mp10AL3h4+e/vv3X1CA79evX5yckIF2UBeMn58Hsl3w0eOnrKysv9jZeHl52FhZWFn57j94AiqyWFnBfUPw7mYW5leg02OYQVOEzMzQziALqJnFwMD46fPX9+8/gQbaGf5zcXGATo/h4voPXmQPuXr+37+/37//ZQUfWfPnzx9wlxC0Ggs0lMbFCSqO2djYeNl//frFAy55QcNkjAxMzMyQUSoWFpZ///4yMTExMzP//Qtyz+s375mYGL99Aw23CwsJ/PsHOgGCgYGBh4fny5evDEz/mf4x/mf8DynGBmP0j7oJNxgtsHCHzcDJgHeiMH369AUyVqUoL/T23XteXm5OTq5Xr9/IyUq9ffeBn48HMnv47ev3z19Aq9u/fv0Oumbi63fIschfv32H3GLPzc316PEzJkam/6D7U3n1DDj37nn6/z/Dv///Bfh5ubhAi9p///79798/fj7eP39Ahx+8//DpFztojzEfLw8zCzM76IbB96CzhyGHXoHvgmdgYHj95j1oGo+FGbQRB1RmgA4fZmJi/PTpy5cvoJOIGRkZeXi4oaPtDAygYgvUkgJdhvrkKag/yMn5E1Sg/Gf48vUbBwfH//+gFal//vyBLhP995eVhRV8aAwL6MQYZmZGRgYWZtBZMcwsoKlP8Gga0z/w6aPgA/mYmWEFGR8f6J6OV6/fMTAwiIoIgTqG4PUQoLX8/8DgL2jScOAiedRmcsBogUVOqNFaz89fv759+6akIPf2/Qc+Xp4vX7/x8vK8fPnqz9///v68hw+BDt40NXt9+ZIwaH/f16+C/HzgIS1h8CotiTfv3oNXJ30T4OeV0n5/4TyToCAfDzf3iVPPVVX+XTzP8OcPn7Ep59Ejn/7++Q0utvh+/foJ2o4DWsrwl42VlY+XB3JrzaPHT1lYWH6x/+bj5QavvGK59/otO/hyZ1ZWFh4e0GXOoEKCmenFS9CpDKDxdiYm0GHrrKyMoMlBLvASc9DkILw/+Os3aM8N5Bg/Tg4O0A2p///zs/OCl7b/Z2NnZWRiYP7LxMbG8ucvIxsry58/DODR9P+gFaEMoGH7f///MTMxc/Dz/fr5i4mJiZ2P9+fPn6AdOXzg4XYm5n/g9ajMoAVfoJO33r3/+OfPH3ExYZBjIOUmIyP4SCxax+So+VQGowUWlQOUKsaBRrhZeT99AbewXr4RFRF+++79p89fVcXFGBje8vNJvXv/YdmyL+C21VdZaUlQgwt8CRh4Tdb3L1++SUmKCwmCLuq6colXR+/zoYP/mBiZdLT5ONjZ33/49Pfv3zOnGTg5eH///s3FyfHuw6d/f//+/Qe6lZ6dne3e/Ue/f//59Rt0PjqohcXMxAZuYYFdxcrHAyq5WMD7nJ89fwVZhMXCDGtkge+FB5cGoGWiv3//BbNBoQLpD3KCz70CtaoYGMAHtLP+/QuazmNjY3359A3olmnwcgoODo7PX74hbcRhhTT9IEvbf/78xcbGxsgIOjKUkZFRVkbyzx+mX7/+cHKC1ogxMTGCLqlnZ+fj5QWNtYMsB51z/+r1OzFRIcb/oFILvNABLDFKDCkwOug+GKNry5YtP3/+VFSQfff+AwsTEzsHx5s375iZGTk4OdlYQWWFlfX77duYWEFHvrOCziMFnfj+ioWFlZ2NlQF0ADzbv3//xcXFvoBXunPzgK5x//jxM3izHuhe5d+/QTdKgJaV//kD2Tb4B3yLF2TYGzItCDo9hpX14eOnzMzMEDZkFw4zM/ODh49ZWVlfvmSWl4OuKQftdQavvYIsPgAd2c4EGiPi5QGdeAUO4v+MjEz////j5OR8+uzlf9DuGFCBBRn4Z2BggKwIBc9RgtZega6WAK1u/wuaHPzzm5UFdHMXqK0HXn7FwgKaK4QUWOAtPgyQg/r+MzBISYiCD5MBFYKQNtTXr19BWwfB69v//QM10NjZWf/9BRXRtvZOYLeNEkMGjLawBmNU/fr9GzQ79vkrHy/Pq1dvfv7+w8/P+/zFS3FxMRPTt1cvSx0+9NfW7tWZ0yKv30B36nz+/FVJUe7Vq7eyspJv3r6XlBAT5OdlZWGSV3xw6gTD339/BQX4//0DXYrz99//v3/+CAjwc3KARrLff/j8+w8o+/Lz8bKDFoiy3rv/+DcntIXFy8vz5/dvHm4u6Kor0HZBFh4e0Nnt/Kqg4e+PHz//+fvj5UtmWRnQBaWgs69AFySC2lXc3FyMjAzPnoPuHIQMkDP8///zF6iIBO0c/A8+XBR07SBo1o+Dne3LH9CZ8aBVr6D+IGhRhYAA/69fv5gYQZuB/jOAuoSQg7EYmZj+//vHxMzEwcH+6+cv8N1ffD9+/GD4DzrX9Ns30EpRSQkxSDuOl4fn69dv/8BFJCPjf8i4Pj8fz9/RMawhCEZbWIMx0jZv3vz7929FBVnweqvXKsoKb96+Y2Jk4OLiZmVlhqzPYmFmcnNnP3aUhYmJ+c3b9yzMjKA9waBjp5jZ2Vj//WeQEBf98vXrzx8/uLm5Hjx8wsvLs2LF/4R4dk5Ojt+/f334+IWTg+P3n99cnJzsoIWav1+/eQ9uYYGvzGIFXer3+s2737//sLOBVluxQdpXoKXtzC9fvfv58+eGDcwRESygAxFABReojQUqqZhAPUHwja3grc6gxaKQ/c6gTc7//v3n4uL89+/ftx8/ONhAW6xBPdF//zk4QBtu3rx9LyEu+ujJ87+gkgt0js2///9+/vwlLyf94NFTeVmp33/+MDOBVjMwM4O2BzIxMTGDj74CLXBnYgYvFoWuY4CUWX///pUQFwFbz/Dl61fI8qt//0DrY0H3X/DymJhZDcboH3UTbjBaYOEOm4GTWbduPR8vFzs7OwcH26tXbyGM5y9egUquN++ZmJm5ONnB60hl37x5LyMt8e79x+cvXioqyL1+/VZGRvLt2/d///2TEBcT4Oe5d+8RNw/X3z9/uLm5Xr16w8gEumkZtOoKtHOP/f6Dx9zcXBygMzz/sEHPa2d7+PgpnP3r50/QMlFm0DVZkNUMLKBVVyw/fv5ghaxiYGb68OHTw0d/ZWRAi7Ag5RZ4DQFosSg4CEGLnxhB+wch/cFX/0AL3BlBVw2CR9xBZ8iASsy/oHOQ2Vl//wZPEYJuPP3LAhpx/8PCwvIHVFQx//4DWnj1EzzQ/vPnT25uLmEhgR8/frCAbs1h+P79BzMTE6ghBdqO8w00NcnI8OfPX3Ex4f//QaP+//7///L5y19QgfX3z5+/zMxMrm6eYBeOEkMGjHYJB2NUsbAwf/78VVRE+N37j58+f1ERE3nz9r2muuqHj58+ff6iIC/z7t0HPsiyBtAlX98hK7MgW3a+fv3+5es3aUlxQQG+r1+/8guATuYDdcEYGLm4QI0pTk6OB+Ctzn//Qq/2YmdnB+0rZmP79fsPOztowzN4sSjbq9fvQHcOsoEaO3x8PODuIOQgT6Yv4GVikPYVCyuLqiobExPT02eMcjKgWTnw2QygziCIAyorQAvc///7B+4Pcvz7CzpZFHTgMgfo0CvQ0nZwC+sfaBcOGxMjIzs7D2iJPGizJGgPEOR4ZWZm8PGhzMygziATEycnx8+fP9+8ff/9+w8uTk5BQT4+Xh7Q6BUz6DAZPl4e8HA7Ixsb06s370AjeqLCjAz/uXm4//399+nzZ0bQLh/WwRj3o27CC0YLLLzBM0CSv3//EeDn/vzlG+gsUD6ez5+/8vFyf/kK4grw837+8pWPD7SOVExU5NevX58/g9aRPn/5WlFEBHwAPKMgP9+Xr9+4v4KmC3/9+ikkyA85Pebx0+eg4ap/kOVXoMLrwcP3f/7++w26cpUXdCMp+DCGh4+egQ5IYAONo/389YsN1M0EXYkKvtkZfBIy6Px4hi1buKKjQAeKMjEyvv/w6ffv37w8TB8+gha3//kLWpbJzc0JCr//oG3GTODDEjg4QBd2/f0LOvOTg4P379+/f7/9YWUHzRUwMTL8ZWICt+ZAm35AG/9AZQoofYJWM/wHnYb8H7ya4d8/0PJ6RgZQG42RkVGAn+/7D1DJxcjI9PfvH2EhQdCCM9DaBfBV9IyMbKygVtur129FRYVAQ2uMDDzcoKX/v0FHj4IcOIqHEAAliCHk3BHiVGZmpk+fvyqLiPz58/vFy9diYqJv372XlZb89+/fq9dvFORkwOuzuL9+Ay2Fl5OVfgdZR/oN1NSSk5V68/a9lJS4oAAveKX7/f//QfNxDAyMAgJ87KCDYkCLkv79/w85uB20x5id/dHjp2xsbAZGfy6eZ+Xj42YBnWXK+urNOzZW1k8/voJGfGAtLMiqKz5eHg+PRx8+goavmJmY1q9niQgHrTNgYGSArRQFjx2BNu/9f/f+048fP/79+8f1E7Q8FdzcY2Bn/wU+q+//ny9fwacy/P/16xfojMC/oMWiv37/+v37D+RsBmZm0JwgMzOzrIzkjx8/ODhA6/IZGRlZ/oIO8GMHNQB/Qxa+s7CwgA4vFAcNt/Py8Xz98g10tigDaMv079+/X72ClFmgziLobCzQNOYISVDDB4yOYQ3GuDx79uyH9284OEC7/FhZmDg5udjZWZiZWd+//+DhyXroIGgv9MtXr9nZQVv9mJhYODnYXrx8DVnlwMTEzMHO+p+BETTo/uXrz58/uLg4//z5A7mJHnRaHug8vF+c4C2Ev3//Bo9lsd9/+EdJgQWy3gp8qicLeNUVaLvzr1+/jEwYr1wCHSMDugYCdIA7qJwCrSQAjXtDV7eDF7Xz3L5zH3yRF7gvCA5a8BkyjJAFDf///Yfsc/775y8HJ8df0M5B6GEyoIPbwU2hP39Bo2l/QLtsWH6CLusCnSn68yfkMBmWX79+g4z+/19ISIAZdJ3XT4b/DJCtzv//g0qhb1+/MTIx/vkDGm7/z8Dw9eu3/+CTZMBr20FD+Px8vMzMTH/+/v369burmwfYjaPEkAGjLazBGFWMjIygMSxRkT9//rx4+Voc1ML6wMj0k5+fF7RwlB80hvX581dxMVHIeaTv33/8/OWrshLoXns5Gam370DLGj5/+SrIz3v3/rv/DKDNg4ICfP/+/X395v2fP//+/P717x+DAD/fT/AC99dv3/Pz/fn8hRU0gMXPCz5qCrRYlIWFBTRR+Ov3oYNMn7+w8IHP6oO0sJiYmPh4uJ+/fPPjM6j9BZ4fZPoLWvwlCmq4QCYHQaPtIAze5AyaCgSVGqATkBk4+EDXOP8BjZH/Y2MDDVSB9+KwMjIyMP1hZGVjZfzDyMoCWvLOzc31B7S6lev3H1BRBVoewcj4/cdP0G5wJtB4Fnj0ivf79+8/fv3iYGdnBt3MyMjGBpolEBcT5uHm/vL1K+M/UFnGwMDIwsICuUbsPwODpKTEYIz7UTfhBaMtLLzBM0CSZ86AWlhcXFxv371nYWbi4uJ+/eatgrzM+/cfWVlB7SDwOgYmDk4OdvAyh7dv3zOzMIG2K7OyMLEwv3nzTkZKQlxc7OvXrz9+gFpYDx894ebm/vfvLwdo5pEDtBGHk+Ptu4+/f/3m5OJgBx+dDhpoZ2cDlVC//7CA9w9C9uL8+vWLBTRoBcrtr16/dXBkOX4M1MICD1+BZgW/ff8Gu88Z1PqBhdn/Z89fgZtXTKDOIBcnuHkFWlTw//9/DnbQ3YLgvTj/2EHXzf/5+/cP+DSI3+D2HeufP39kpCVAA08iQr9//wFfjfOLCbaaATwzCBoy/w4+6IqRkYmfjxu8OAvUyvr29RuoJ8rA8Ps3aDvOv3//P3/5ArIYtNoMtF5UWEjgz9+/XFw8unqjt6gOMTDawhqMEcbIyPDly9c/f//5+fGsXPlaQkLs9+9fnz6Dxtpfv3mnICz05++f589fiYuLvnnzTlZG8u/fP89fvBJTBK0jlZWR+vvn72fQoPu3L1++/fr18z8DqDHFxQU6Lv0N+M5BM/Nf586Aht5BJ0ZxcICu8Przx8GJ5cyp33x8vL9//2JmYmZjY4UcIPPrF+hGZdC0GgsLLw/3hXOgNhaooAJhRiYmRn3Dz0cOg+bdQOPt4AEiBkaG//8ZuDg5/zP8h5xNzAk6SvQf6KA+8Mmi7KAref78+w864oqdnY3pN+O/v8ygi6RB67xA/T4mJsZ37z/+////7buPkDvoGRj+iwgL/gUdAsHEz8f38+dPSIsJfIbf/6/ffv4Dn+8MHkTj+frtKwMDIzMzaK7g799/YmJC4MnBL+CW3/8XL1+LCAsOxogfdRMhMFpgEQqhgZD///8/Dw8XNzcPA8N7DTWVj58+f/r8VUFO5v2Hj5Dpws+fv/LzgTZF8/Fyf/32/fMX0HZo0LIGXp5viGUNvKyszD++f3/3HrRVEHQ8A2i9O+h80UsXfr57/+n377+/fv80NP536SLv/Xu/L10AnSwK6jP+/s0MOmWUlY+PB7QbBnQPDTNokJuF5SX0GBlQ64oZVGCB8LmzXOCteaDSANLEAu+8AXUG//37D+0Pgs5o/w+ZH/zLzARazg5af/APclYXMwszaPPNn99//4AurWAAbV1mYGZhYWRgYGYBrWYADVeBuoEffvwAbXKWkZb484eZgZGBj5cXdBM9A2h/4LdfP9+9/ygqIsjAwMjExMTwnwF8O/Qf0NZBUI8QdG7Ep4+fIE7lAl00DWmHDUQEj9pJLhjtEpIbcrTUd+bMmcePH3GBtvmx2zu8Pn9W8e2798wsLNxcnK9fv2VlZeXk5Hjx8pWKEngFPBMzFxfHixevlBTlXr95x8QEOgD+/38GCQmxr7BBd/DgOif8RhzI6Veg7Xu/f796/Q600v3Pb3tHljOn2MEnef5iZgatLQBNur1+9+vXTxYW0DATaMkoC2y1KKikYgQVDJACAFRYMYDPQYaGC3itJmjH9V/QwNU/yAJ36LTgn7+Qpe3//oGOOf7z5zfkyPZfv0D9QTlZKdAyUdAFE6AxdxYW0NA75CZ6JkbQ0vafP3/9/w/aPCghLsLEzAw6Vhk0esXx7du3/+C1DuLiIgyg82rAx/X9///rF2glqqiI4N9///78AS0Z/f37z+/fv0VFRfUNjKDOHaWGCBhtYQ3GiPrPwMDDzcXLy/P27ftLF1T0DD6vW/dVQV7mw4ePvDxc7KDZw/eQY2dALS/YOtIv4KaWvJz0u3fvpSTFBfhAewnv3H0H2Tz4/z+oY8jGxsbBwX7v/qM/f/7+BudkAX5eNnbQYcSXLjCDNwyygbqEzMyQvTh8fDw/foDWXoGua2Zm0Tdk2rsHdCkGeGqQGUyCb6MH9QQZoQuvQOsZGMD3aP2DLL/i5ARtx4EsMf//7z8HPztoyOoPM2ilKMhqxr9//7GysoJPDWUCHQXz+w8TM/PPnz9ZWVl//PgkKyMFXc3w+zcj+IwHBlDBxAK+TeMfPx8PDw/3/3//ecFnM7AwM79+/Q7UROXmhJx3xcrK8v//v5ev3oqICILOlAFhUKT//w+RB7FH8VABowXWoIyp//9Be9/+M/Dy8nz+8vX8Oa5370ALRHl5uV+/effr919+8MLRP39B41CgZaV8PC9fvv7z558AP+h4Uj4+3i9fv3/59h1yeT148+BvUMcQNOgOOhxPUICPA7T+ClROvX7zjv0XO+igdBYWfn7Q8lHQmBH4TCtIC4uFhfnbt88sLCxMjIzHj4IukQC1rkCFFeh6VPC4FXg9Jmh2EBSYoK4gGP/48ZOdne3N2/cC4H3XT56+kJQQ/fMHdC4g858/f37/YQNPEzAxMkKOkWFk+M/MxMgCLrnALTlIA47h7bv3v379lpQQ/ffvL6hn+gfUP2Xj4/3x4+f//0zfvv/89v27uKgQAyMTMxNosSgzqLP5/8vX72Kiwl++fGVkBO2aZmBgBK+eZwY5EdRLZHz//hOEPUoOITBaYA3SyFJXVf70+cvbdx/kZKWgY1igFtanT5++KCvJv3v3gZeHm5sbPHsoJwPZwaMqLvrq9Vt5Wem37z/8+/ef5/NXAQGee29BG1P+/AHdrwOeiWN98xY0jP37z9/fv0E9JH4+XjbQne+/DI2Zb1xje/3mPajAAp2BBdqKw8fLDbrUC3SmDei0T9A5xKDiCoSfv3zNBC1SQI0WcKcQHJjg0gpyhN73Hz+ZmJg+fvz8F3ztIOgorj9/2dl//vkL6in++vybHXTVxe+/f//IyUqBzhRl4QYd0A46mAE0CcjMBBrAYgKtfvj/9h1oAEtSQpSPj/fDh08crKCTSMGDV4zMTEyfwVcE8fByf/36jZUJNMkIWiEB2hXNwPAXNILFxMj448cvPl4eaNvvH3QGAOziUWLIgNExrMEYVSdPnmL4/+fjx08coHULrO8/fPT2Zjt0iI2Lkx3UIGJj5wRtfn7FycXl4cF6+BAraOHoq9ccHByQo0DfvAXtiJaUEPv69duPH985OECbB0GjSH//srGzcbCDdvCxsYIOd3jx8jVk7zGohcUMGnQHbcoBTQuyMIGP4mNhYX7x8u2vXz+ZYdcpQ84UBZVYoNvfQY0saNOKEXKrMqhAABdZ/0Fzhf/+cXBA+oOgfTj//zOwgy8ZBB2CDL6AHnQ0899/oN4fZGkFM8vPX6ChKxlpiV+/f0Muo2diYvoJvmYCMuLOxARaJyEowP/9x3dm0DUT/79++8bICFosKi4uAlrTAN7qDCqN//4TFRH8/PkLaBDrL2gAi5GRkZeXGzqGJSahra0zGKN/1E24wWgLC3fYDJwMI2i/G9f////evvsgLyf979+/DRve8fEKfvjw6fOnL6JKwu/ff/j0+UtgkPjmTW/5+UCzh18+f5UQE3395p2srODfv3+/fPn2+cu3r1+//vr58y/4mglOTo4/oGNbWN+++/j3D+imCTb2Pxwc7KDlV2ys8xf8josFbeV79RrUwgIv5mRiZWExt2S5cI7n50/Q5Q4MDAyI0gp68BWosHr+AnTiFSy0QDOE4OVXjODR9n+cnL/+ghZA/f3z9y87KwufJM+fP6Dj3v+BCizQVYN///7l5uYCnXsFuguW5T/Df25u7nfvP/78+YuZmVlIkI+JienvX9C986wsoMYSExPTjx8/3rx9Jykh9v37D0bG/7y8PN++fWdhYXj9+p24mPCXr98Y/zMwMTH+/8/46vVbEWGhv3//fvr8mYHh/69fvxn+c4HP8gNd9gVz8yg9ZMBoC2swRtXJkycZ/v/9+OkzuIHF9uHjJ3bQDmH2d6C7tkDHSHGws7589YaTi4udjYWVlQ2yvpSTk5OVhZmVje3t2/fS0hIS4mJfv3378f3723egzYNcnKC1mmxsrKDJwT+gbXpsbGwPHz11cWU5fgw0mMUCamGBTr36+fMnC3jDs4Ehy41roDWi9+4/Bh+WwABaggVdzgCfHQSPt4NugAed6wlpW/3/95+RiRF0qie4Jwhi/P37n+E/eNwKdPTV799//v37y8oKsvfP379yMpKQKULQeTKQEfcfP0FFGHjoHXTn4I8fUpLizCzMP3/8ZGAAnSQDXpIAGvwS4OdjZGT8+vUbAyMjqFD894+HmxM85P8fclKNsJDAX3Dz6uOnT79//xES5P/95w8rCys7J4++vv5gjP5RN+EGoy0s3GEzcDJ///4V4IO0sN7Lywn+///v9Zt3IgqglsKr12/ExITfvQMdOyMhIfbmzTt5OVCT6vkL6DpS5p+/+cFD7194vn39+u3Xzx+CAny/f/+CHHoFGqICHzjFysrC/vsPPx/v+XPMbKxsd+/+9Atgvn6V9fWbdz9//tq4kSU8nOn4MZbPn1lMzZmPHeFmZmYCXUjD8B88bgU6+go0MgTG8HCCllb/IYtFQRf/ga+eBy0u/wsatIIcT8z+5w9oVervX6Az45lB+/7+vHsPHlYDr2hnYmIUFRH+/v87vwDfj+8/IVd4cXDwv/8AGiMX4OdhYGQED8kz//337xd07ZUQL/g8mf/MjAyMTF++fufh5mRkYGAB3azz79XrdyLCAoyMDNzc3KA7O758ExLi//3rz58/f+AuH2UMFTDawhqMMXXixAlGhn+gMSx2NjZ29g8fPoJaWOwc795/YGNlAW+Kfi8nK/Xh42c2VmY2NvZ37z8wMzFycYGO6FNQAN26Ki0FamF9+/bt7r0H4HNE/3BycED2FYNbWL9BW3xY2R48egpigG5IBa29YgNvxvnx8+fLFyxyckzQbc7gfuDTZy+YmZl+/AApQ15/BTkHBtQPhHS0wIUWI2jiD3SfFriUBBVWf/6CrnRmY2cTExECDWD9BW0h/P37z+cvX0Bn1IOO6wPtv/n58xdkLo+RgUFERBByVerPX78YGBh+/gSR3759Z2BgkJIU//7jx////79BGlZ//4mLiYDObmdg/A3aUP3v0+cvYiJC//7//wsaIAMVTiLCgr///AFdrvHrt6Ag3+9fv80sbAZj3I+6CS8YbWHhDZ4BkrSwsLh65cK/f//evXuvICz479/fN2/eiQgL//37F9zCAm2K/vz5q4sLz/Zt737+BB1c9eLlawlx0V+/fkHuXv36FdS8+vrtm4AA6Kac379/c3CATukD7dcDLc/8wwbakwg9q4+VjfXXT9AoO+ieQdCBDMx8/F8+fWaCHNbHzMz0/fsPNlZWJmbQqBZkYhC0JQe8OAAeQuCSCkQwggfFQc2qf/8gt3iB14uyQfqD4JOzQIPgbGygeyWYmZgFhPlBBRMjIzMLC2jwiwF0SeqvX7/evvvw89cvKQkx0AAWqAT8y8DAAF5UxfD6zTt+Pu7/DIy8oMsHv4FvSHzLw831H6zgz+8/vDw8Hz5+4ufjZWRkYAWvlQcd8wC+FwPk4P8MoMEsEGsUDzEwWmAN0gj78uXr589feHggx/h95eXl/vz166fPX0JCuA8fAp3kJy8nzcAAOoAUcn0hLw/3F9CNqqAdPO/ef5CSEged1iDAe+/+uz9//v3+DRr5FuDng5zS9/v3b1YWltdv3/8G73MGlWI/fzKzMPOD9+KAFpeDr/kDF1igniD4MM/voJlB0LGioAtQmUCZH7IPBzTuDjp26j/o3nnQxmbQKX2gG6o5ODjAW45BI0sM/xn+MDOxsbP9AR1dxQS6ep4NdEjpnz/Q/uCvX79lZST//f3L8B/Uc4Sc1QfeS/jh+48fkhJiLH+YGBhBjT4mJtCdz6/fvAcd78XOxgy+8/nPn79fv/3g5uYArbBgAq2GgNwDBopd8Gjb9x8/+Xi5//37x8zM9PHzFx4u8OGCIOlRPJTAaIE1SGOLhweUu96++yACb2GJCP/983ftmre8vKDll0bGX8+c5nn79hfk+kLwAgUG0L32oINJv/J//Q5Z1sDPxwu6WgbUYAENvbOzsYI3wIAG3fn5eH/9/gU5q49FkP/79++srKANzywsoFXmTIygbX2gUXZwQQU+c4qRiQl0/yCoSwhaKwoaaQcNfoMwaDXDv/+gvTigQoqRAbRUivP3v79/wTfy/Pn379/vP3/YQQu+/oiLiYBKTDZWJkbQXB4rK2jJFSMj49t3H8H9QSZBAd7///8xMTH//feXiZHpLwvrW/BRyBLgRVg/vv/8//8/Cwvz16/fuTg5eHhBU4TMzP8ZGf+/fv1OTEyYlYX592/Qoczc3FyfPn8BFaigkxt+g0pVcGz/+vnrPycHmDlKDDEwWmAN0gj7/Pnrp89febm5wAclf+Xh4QatVPj8lZeX68uXb58+fTl/TvrjR9CmaPDlOh8/ffoiKSH2+vVbeXmZv3//fv7ylQd07jrotIY/f//+/v1bgJ8XcnILpC/26vU7CIOFBXTiMPiyCbafP3/z8fKwsDD/YGMBrSlnBq1mAJdXoFF20EoG8P1asMVXoPlBUPCBR7BAvUHQ7RKgRVL/QMuvwM2rf//+gka3mf/9/8fym5mNnZ2F5c/79x9//v7Fxsr68+cvMVEhFhZW0DHtjAzMzCxMoEFzJsgaUWkpcda/LIxMTCx//zAyMrKx8b1//0lcTJiZGXTTBOQm+tdv3omLiYDWh7KCDn7g5eX58OGzgAAfCwvLv//Q4faPnz5DyizQKlNw2QoebRvdlzMkwWiBNUijjYeH69+/f2/fvVcUEYKMYYmJCv/9++fV67fiYqK/f/82NPrKwMC9a+dP0BHvvNzfvvN+/vzV14/n2LFvnz9/lZGRBHUAWVh+/PjOzs6urPrk6BFQyQE6R/Q36B5Afn5eNlZW8KJ20JwdiyD/z5+gVeks4CMZIDe/QwfdmZgZmRi/f4d2CSHHxYC6WQwMoKWh4CIAtIzgH7h59R8yePWPnf0nqKn196+YqBAbG+g2QDY+3j+ge28Y/4KuiQZN2LEws7x99xG06Qc0MygEHlb/zwS+bIKTk+PN2w/MzMz8fNyQw2T+g48hfPP2/Z8/f7jBt2lANuK8fvOOh5uLgYEBdEIDSM1vRtCZNqD5SyYmxpev3goLC4JWin78+OLla2EhAVDB+p+BkwukZZDG/aizcIPRAgt32AyoDKgZ9fkLLze0PcXDA21q8fJwffkKKpIunpf++Onz69dfFRVB60g/f/4qKSG+detbPl6hv3/+fvny9Qt44ejPnz+1dP6dPQ26JPXP79+gZaLsbM9fvP727QcbG6jAgrSwQGvNWUH3vLOwsPDx8fz8wQJaPQBaywBtYDGDlzOAyinwdRIMoNYVI6ywAvUHQfuc/4OWMoBWXf37y8nBCRpa//v3/YdP/////w26+B60Y1FEGLQqio0NfLgoM9N/hn8sLKDG0dt3H3/+/CkkyMfMzPL/3z9GJiZODtBpfB8+fv4HXvjKAF6m8B80Xv7r56/fnJycINexMP/58/f1m3diosLg1VUsvDy8L1+9FRMVZmFh+fv3H8jBoMkB0JoGFhZWLi4uFhZQILx8+UZ3QON31HLywGiBRV640VwXDzfovL23796LgBpWf9+8fff79z8+Xu5Xr9/++fufjw+0Kfrjpy8gBqifyP3tG6iFBbreCnRZDqiFBR5BZ7p7793RI78/f/ltbPrn8CHQcem/f4POHWUBLTFlvXf3l7wC6GAGZgHQkXiQ7TjMzMwvX75mAU2uMYKWjYKKLEZGRqbv37+A8j9oRw4DuCwAndIH3gYDuhgHfCMOaKwd3B/kBN/+B2pt/f7D/B90QTzoQFQW8OUaP3+CTgQUFuJn+sPIxckJ3nYDWpL6//+/d+8/MoKOsvovIiwEur4QdCoDaHLwzdv34mIizMygU674+Pi+ffsG6gyKi3z79p2ZGbRFHNzwFAHf6gyaxgQ3/kDrsP78+fvy1RthIQGQCKRnCCbh41k0j8hRC6gKRgssqgYn9QwDD11BWljg6UJuLi4urvcfPvJwc/Hw8Lx7915eTub///+vX79VVBT+8OHj5y9fJSVB60h/glY5gM5sAC0c/fZNgJ8PvMH417Ur7H/+gBoXbGysz1+8+vb9HxsbGz//r8+fmVnBSxl+gS8oZQbdk8rMx8sDKh1Ae3FAe2JAJ8gwMTEzgfpZoKlBEGb4A7qtC9y2Aq1jADeuGBnBDaJ/HD9+g3fjgPZX8/PxsLGzgq68//OHiRl0kgxoqQErK+gYmT9/mJlZfvz8KSIkALp8EDy2xMzE9AN84aCgAC94AIsZfLIo89t3oHuhf/wA9TSZmUEHNrx+/Y6Xh+vnn9+srGzMoPtcPwuARuv/8PLygHfkgA6TAZXLrCyg9iC4Sfji5WshQX5IQUu9uBo1iX5gtMCiX1iTZBMPN9ffv3/fvnsvCmlhvXn35y+0hfXvPwMf+NgZW7svDAw8hw99/QRpaoHuMfyqpCD37v0HaWmJT5+/Cgny3QUdR/MbNOZl/PfoEfB60V+g/c+QnuAv9p9MzMygYxlYWH6yggfawQNX7z98FBMVfvb8FbiFBWpeMYKvU+bkYAcVWgwMQuA2C+jkK/CY0P////+CboIHdQn//P0LWX71589fVpY/P3/9/vLlGytob/Nv0C4Z5n/cXFy/f/8GjzqBbppgYPj/7v0HJiZmEWEBAXa+H99BF4IxMjG9eftBUkKUBVw2/QEv0XrzFnQKGOTYLBZwZ/Djp8+CoFsX//Ly8n4GX4/KyMTI9A90uOj7j5/4eHkYGRl//frNw831j+kfEzPo+lVQexGMSYqOUcWDBIwWWIMkItCd8fkLaNUVD2SW8NNXHh4uLi7uD+AWFuhgP/Cm6COHQS0sPl7QgtIXL15JSoj/Bi8cBV8K/U1SQvzL12+Q8/l+/fx14xpo4x7oiKs37/6Al1+xsrL++vkLfDwx6Ch18KA7I7iBBRqG//wFtPiLGTzizsTIxMDIwMvL/f3bd9BpxAwMnz5/AV0KzwBdewUqrEB7nUGL2hUVZCHD7X9Z/v7+wwTpD7Kxsv3+A7rUHnR/FwvLr1+/RUUEIefEM4KWdIG6hG/efmBkZOTm4uDn5/v+/cdfNpa37z58//5dQhx0pMx30M2G/9+8ff/3719JCbFv377/ZwbdtwiaIgQdg/WPiYkJslj03z8QG3TpDjhQGRkZ3n34yMvNzcjA8PPXby7Q2Bh48A0sO0oMLTBaYA3S+IK2sN6+ExMV+fv375s3b//8+c/Ly/3q1Zv/oBYWaJUDuGEFXVCqoaH68dNnN/ev584IvXv/kYGRkZv7i5AA3903b/+8/wg6+Bi0MQW0XlQAdM0E6NR2VhZWUAuLiRl0oijoiFFQPwu08IqZmZeX+8ePH+BGEKg1Ah66AhEMoH2CoBCDlFag1hUD6NgDUMvqH4hg52D/+PEzZLgddEgf+DJUCXEx0AkNzIysLCyQASxGRtAdE0xMzFyCoPVQHAL8P36CVlcxMTF9/fadj4/369d//Hx8375/Z2MD7SIUExNhYWb+x/gfdAcFaBkYaJkFMwMTLy/vqzfvxMH3ofHy8IBWMDAy/v79B+RoJiZubq6PH0E7EH/9+v2f+x+klAK5GexUkDdG8VADowXWII0xUAvr0xfw5CC4qQW+k+L9h49qasqfP399++69gjx4U/Trd6IiIn///L15666aquKe3b8gg19yslIC4AvrBfh5WdnYfv38yc7ODhq6Ak0OQg5BZoEcfcUEOlwUdEDfD+jqdtDkG2gRA3h5AWjkCnqoKGiw+us30D4YSJCBcj5o5Oo/GyvLv3/w4XYOyOjVX9Dp6Szs7KD5wfcfPoIWFvz+LSYq9J/hP2SlKBMTIzMzC3jb829pKXFQ2wzcMvr379+btx/+///Hy8LCzsb2/z/DHxaWN2/e//37R1CAHzTExsj45u07Hm5OJmbQQX3M4IYVLy8343/QfqGXr9+KCkM2ITIyMDByc3Oz/v7969cH0GAbyMX/QASouIUUXxCvjJJDBowWWIM0qrjBs4Rv3r4TExMFtbDevvv7l4GXh/vmrbs83Dygu3NAy0dBvTbQKocvXzXVoZfrKCoI/fsHXTj67eu3n79+/vn9kQV0qfJf0D3R3OBlor9/g66ZYGH9+Qu09ooVPG4FunyQiZEFtNUZ1ML6/uMHA/hUKVBjBnScKKiFxc3NCTrIBTw6/h9M/gPtcQatHvjw8fPfv/84OEAX0P/5A1p+xczyF9QfZGJkA90mDxoNe/cetOrq06evwkL8jIwMLKCRKdACTnDXD2SdiIjgv7//GJkYf/z4CTpbmZ8HMuL+/x/oInsmJkY+Xl5IZxA0SygmyswEamR9/vwFbBRoCyG4kQW6a+fP37+vXr8FDbGDiy0uLq6fvz6CZi64OEFj9qBe5CCN+lFn4QGjBRaewBlIqc+fv3789Bk0hgVa8v6Fh5uTh4f7/fuP6uAW1jtwC+sfeFO0mKjwnz9/QC2yz1/4+XggC7jkZKRAo1eszD9+sLKxgdaUs7GxPX/x9dv3n6ysLL9BBRYz5AovJmYQA3yP1g/QeDYLC6Q/BbmjFDI/CF4TAGphMUAuf///n52N9d///0KC/OAlo6DOIOgQZA7QkVvgw6f+fPjwCXLmJxMTowQvD2iVPGgtOxNoaAncH/z167eMtOS/f//AmwdBN3r9Z2B88/a9oAD4xD4WyGqGDxLiIqAFoqCz/Zjfvf8kJioEapqBO4OgI3dA1wv+Y2JifP36nZAg/z8m0HD7hw+feXm5WZiZfzOChvZBhS04JkFl1s9fL1+95efjAQuMEkMPjBZYgzTOIGNYb96+ExcHtbBev3n79x9o2PvzZ9CcIGgvNHhOELzn+dvnL1/lZKQYGP6/fvMO3ML68/nLN57PX79+A23N+f0eNDn4+zf4fFFm0CIGyAJ30CZn0DXxkFMZmFhB1zuDBr+ZmEGrREEYfJg6qGUFxrBOFGgNE+jI9v//P4JWdf779+//339/2dk5BAX4oIeL/mH+84eZ/T/br9+gNQfvQcdd/f7165eoqBArCysDA2ijH3gY6wMjI4OIsBD4Ool/jIxMf//+efvuPWirMwszAyMj6x8WyNJ2QQF+Pj7e799/vH7znoeH8+fv32ygm8eYQJfL8nKDSjTQAlRm0HA7I+Mv8BQkA6h8ZHn56o2QkAAjA8PLV28FBPig05rgpaSDNOJHnYUXjBZYeINn4CQ/IbewPn2B3Pr1/sNH8CEN/9+9+wAaw/r37/Xbd7///OXj5Qa3sL6C7v4CF2RyMlLgK3BALSxWVtZ79x8pKsg+ePgEvJoBNEnHzAwqp8AzgyAGMzPzjx/gFhaoSwhqV4GGscAFFih3g1pXICwlKcrJwf7/P8PXr6BZQvDgNah59Q/UGeT48AE03A662eLPH1ERQdAtqkyMbOBFUuCRMpZ34I04oP4gEyMnB//Pn79+/f4N6Q8KCfIzMTFx/GfnYGd/8/aDlCRoHpAFNI4G6jmCpzv5QAUT+BxkCXAhzszM9PfvX0YmRh5enk+fPr96/Q7cOgM1st5//MTLw83IyMDJxQE6IZUZdJsOaKEZaMAetPIVNIo1cJE7ajPZYLTAIjvoaKsRvJfw7+s3byVAB0KBGP/+M/DycIFbWOC90F+/ffrylRe03IHr3fuP4BYWw5u370RFQAeTglpYX75++/b9588foJ3PAnyge6H5ecGn5bGAVjOAe4I/QVtkQAd4MoOmCkFXYIGGmkDXDTIyg3YQMoFaUqA+FWjZJcN/ho+fQOXU////v3z5Alp7BbpPkEVaSgK8jgG0rgE0Pwi6wYvlw4dP4BNBf7OysYoKCzIyMvz9C7oCh4UFtGQU3B+UAN8M+J+RiRm84gxUSP3995eRgZGDg/3t2w9fvn6VkhKHrBQF92FBEwCg2575eD9+/MzHx8PLw/Ply9dXr9+JiYD6if/+MYL2PIM2YEOXdzEyMPz69YeBC7RulJmZiYOD/Qf4FEDYuDttY3DUdFqA0QKLFqFKBTM/ffry4SNsDOvTFzUVpc9fvr7/8FFBTpCBAXTnFfjYGdDRyb//gBaUfv4KWhCP3EPk5+NhZWH+8Z0ZdXIQ1CUE3+8Aalj9AF3DBcrnkJsdQGclgBokoLVN37594+TkAN/ywCgtJQ7xErhh8v/f//+cHOxfvnwBdwb/wdYxgDbiiIkKgU4OZfnzH3SODXhon5Xt/YdPP3/+EhUR5OLk/PXrF3htBOO7dx+///ghJMjPzMz89y/owIa37z78+/dPSFCA9S9oLo+Dg/3Nm/f8/DxM4DOR37x9z8PN9QvcGfzx7wd4UAx0bAQbeL0rDw+okfX+w0dWVhbIrkdubtCyNfDEAOgWagYGhnfvP3BxQo57BxWwEB+NkkMLjBZYgzS+eHhAK93fvH0rKQma8r956y43Dw8v6Dw/8BgWeAs06PwZcAvr/fuPcrJSDP//v3n77hfopHbQTkPeL99AY+w/f3BwcrAwM4OOFf0FujgLNHTF/pMZfIsXKLeDZgZZwKeJQltYoM14jKAWFmgMnpmLkZHx46cvkGD6/w9UWoEWM/z7LyEuAmpTgbuFkFud//75++Hjp9+/QafZsLKy8PJw8fLw/P79G1S4gMqLj8zMLJD+IAPDf2bwCTBv332QlhL//5+dg4PjOwiAJwcFeBkYQANY//79//Txi4AAH/iCQsbXb95BOoNMTExv330UERYAnyPI9Or1W1ERIchNX/x8vD9//gKNuTGANjz/+vXh/YePoCvOQGUgdG3Du3cf4Sv1If4aJYcKGC2wBmlMffr85ePHz2oqypDBLDVVpS9fv757/1FBHrSF8N37D5Dtwa/fvIMsKAUtbvj8lZeHm4OD8/2Hj7Iykrygk62Y7t57A77gD7SaAXIHPWhy8NcvJvBBnZBjZJiZWZiZmL7/AB2XDup3MTFJS4lzc3OCFhCAVoqCRq8YGBhBg+2gY0WhpdbHT59BBzP8BRHgo2/+/WX5++cvMwvLXxYWpn///r//8ImVlVVYSAC0goGZ+cfPnywsiIVXoGIF1P75BzmnQVJC7A8Ly19W0EVeb96Atg2CHPUftJrh9Zt3fLzcjEyMfHy8Hz+BOoOgWQHG/y/BncHPX76wQhtZ3B8/fnr/4SMvLw/j798vX4HWNHBzc//48ZOLi+vHj58/f/7k5GDj5OTk5eEGLdoYpDE/6ix8YLTAwhc6AygHmiX8A7rpi4+P5++fP5/AixtALSwwg4cbdMgMrIXFDRqMl5X6D2phvf/9GzQG/+XLty9fv33/9o2fn/f3L/C6dshGHMjQFXj5FQszC+SgPkiBxcLKzPAfdBwVEyPjp89fvn37DrpEHjwkBD6hD7xl+D+oYQVZyvAfdPQVqI319y+0VwhZ2i4qIgQ6aQvcsGIF9wdBF3YxMYmJCoNOUgedGcP4+MlzZmYmYSEBATZ+8HUSoJO/QMvEWFkYGRhZWVnevH0PObWdmYWZ8R8TLy/P9+8//vz9++PHDyZGJl4eUBMS2nkFjaODGlkiwoI83NwfPn5iZACtw2KEzBVCovD/fy4uLkZGJk4uru/ff7x4+ZpvdGXD0ASjBdYgjbePn75wc3Oys7ODmlqfPisqyDIw/n///qOivCxkDOvXrz98vNxvQJui/4MG47+ADsni5eHihLWwPn36IiTI9/rNu1+/QE0b0M7BX79Al3WBTkD+BToKnQU0M8jAADpDBnzTxPf//xlkpSVAC8YZGXm4ub59+/b9x08OdnbQagAQBvUHP336AhoBAh0fAyqtxMWE//37Bx5r//vnL+hewQ8fP0EOn5EQFwXvkgHNyv0Gn90uJMj37/8/BkYGTg6O7z9+vHn3AXzHBCvkJJlv33+Ii4FOjGFlYfnPwPD6zXtxcRHQaoZv39+8fc/Lw80MPqXvy7dvvNzcTEygcg18hZfgJ9DCUdC+IlBPkBF0PSK4M8sMvvUe0jwEuR7UngMNZ4HG3D/BOrmDNPpHnYUDjBZYOAJmoIV5ebg+fvz848cvfkgL69MXXl7uP7//fPoCHcPi4OD8+OnTh4+f1cVF37//yMzyi5eX++2797///OXl5f7yFbr5mZ+P59dvNtDkIAvouD7QvhsWlp+gsXYm8LZnUD4Hzwwygy/7Y/r85SsjaKsz47evX8EHM4AWnf//zyApIcrAwAAaCAJh0FIG8LjVP/ACd9AxyKIiQix//4JG3H8z/f33//evX5BtN8LCAuCFV4zg+cFPP36ABtpBp+v9Y2X4///du4/fvn8HnSTDyPT339+37z78/ftXUJAfPKfJB+kbgk7mYgQNYImKCPHx8YJnBkFH9H358hWyxhU0RwAeJ2NkAu3F+fABNFnByMjIwcEBKrMYQUNXoGLsP8Mv8PAWBwe7qCjIOwMdyaP2kwxGCyySg4w+Gj5+hLawPn7+8vHTF0UFWfCChi+KioIM4CvsRUSE//379/Pnr0/gsoyVlfXTpy+fPn1RURKBjGGBjpcR4L335i1kmSgreCMOM6j7BzqCCrReHLz2CnwBPbOMtMS79+/FRIVBF22BhrIZecC7cEA3DP4D7Z4BHc8AHnEHNav+ge4BhLSz/v2FNq8+fvwMvvjvtxj4jglwCwh0hOn79x+ZmJh+/vgpJiby//9/JkbotmfQTROgzYOg494hC68gB2z9+fOXhZmZnY3t37//7Oygg65AxwqCmoHgPUL/GUFtQ8hiMSYQG3QbBui0U8ZPn79ycXIwgc6T+fWfG3QpzvsPH7m5uJiYmD5++sLJyc7ExMjOwfb9+88fP36+ffeRPvE4agt1wWiBRd3wpJppvLxcHz58UlAQZGBg+PvnL+hgBl7u339+g7fsfAEdlAzqA4IG5iXERd9/+MjCzMLLy/3rF+gSHWgLSxJ0vAw/Hw94EQNkNQMrqIXFzMLGxsII2nvMzMrKDF7KwPz581d2NrZPn7+CCixwz+r///9fv35jZ2f79u27lKQYqE8FPl0UUmB9/ATaOfj371/ItkHQcPsfZpY/oE2JHz58+gW+swt0QgPIKIbff/4yMDK8ffdBSJCPkZEBdBcOE/P7D5/5+biZmEAFFisr/5u3H/j5QMdX/WH98/bdhz9//goK8LEwM799++HXb9Bd1ny8vO/efxIWEmBiZmL+Bxq04ubiYGFlef3mnbCQIOQa+t8sfxgYQQtHubm5IMvruUB3FYLcDomY///+P3r87NnzVyXFBRCRUXJogdECa5DG14ePn7m5QctEP3/5ys3NycHBAekMiigK/Qf1pN7/+g3q+v38+RPUwuLmYmVj//T5M6iFJQpqYTGBLnr4+u3bt5+g5eS/QA0rFtB6UVBuZwbd4gU6lI8JMobFICsjycTExMPD/f37j/+gy+hB5xyA9w+CAoeHhws0bgUa+QH1BMXFRGCnX4EWXv35+xfWtgKtbv/99zcHG6gt8+Hj51+/fv38+QtUxDD9AR2F/BPUroHsxfn58yd4JO6jlKQYZLHob/BAO+TEvv9MoItOwWUreM39jx/MTEz/Gf8zMzO9fvOOm4uDjZX1////oEsbP4N6haBSETT0zsjJCVkaClrqys3N9RN0ZA2oB/vz5y8OdrYHD5+8fvO+rLQI5KtRPDTBaIE1SOONl4f7w4dPwsKCDP//f/j46SdoiJ3rz+/foOnCT595eLg4Obk+fvr88dNnCQkxUAvrx2+kFhYXCwsraOEoK/PPH6w/wWPtoOVXbD8hx139YAXvcAafgfWfgeHzl69MjEzfvn1jBO/FYQStYAC1Sv78+QM6I/QvqEsImhkE44+QQXdw20pcDHR2IOhMvj+Q4fbPf//+/cnwm4+Xi5WVDTS0BOoAgo7lExMVYWAAjdlDrnQWFOD99/+/oAAbZLGosJAABwf7nz9/3rz9wMfLDblvAjzQzsXICLqC8MvXb6BTm5mY/jEz8fCCFriDTlwAFVSgjTuvXr8VFhL4AFrT8IkHtCMHtOeZgYGBm4ubi5Prx4/3L16+uXr9TnFR/iCN7FFnEQ1GCyyig4q+Crm5OP/8ARVPX7585QZN/XF+Bg9mKYsIMfz/Dz46WeTfv78/f/DAW1ifP4PGsMRERT58+MTM/OsTz9fv377//AVafwRpYUF2DsK2DYIGrP/9+yssJAAedGfi4eH6/v37P9DCK9DOO/DBDF8hS0b//PnzD7xS9P///7r6/8+fhbStQCPukKUM4AXuTMzg4fZfv379+PmHm5sbVJ6AdiAzf//x4937D4ICfN9+gK7qYWJifvvugwD4VAa2v6zfv/8AnSQjwMfPz/f16zfQfRPiIiwszP/+Mb1+815MVJiPl/frt29MoLErJub/zK9fgxpZTOBheE4OUGsONOAOOrAQtLQdtKaBmfnlq7eCAnwMjAxHjp/5/PlreVkxfWNv1DZagdECi1YhS6G5nz5/+fDxi7IwqHgCtbB+gxYx/P7959Onr58+f4aMYYHXlH6RkBD/8OEjC+tvPh6uX79+gsfmP8vLy4BufwAdL8Pykw00dMXCAlp1BVq7BDqwAXR8OzMT8/cf3798AZUFjJAWFugKr/+MjAxSEmL/GRm4ODm+fv3KwMAIKrD+///06cvff/8O7P/37v1f2GqGf+DLWUF3ef3+/UdcTPj3799MjAysrGwgN//8JQTe0vzv/z/IWX0MDCAzmUB7cf68e/dBUkLsNwszKysLAwMjeEJQhJ2djYUFNCwlKS725etXPj5eVlbWv3//MjExvX79TlRU6OvXb5BRNlZWlr///vHwcH/69JmFmQU09A7e7wjpyTIzMx04fPLPn38V5aNF1bACowXWII1Obi7O33/+fPr0BTSGxcXJxcUJHm7/LCoCOrTzHehyCtDRyT9//vj0GXQwKWjF1qcvHz99ERMFtbxAxRbP1+/fv4PaVz+hPUFQCwt02zzTjx8/QaevMIEmB79+BQ0DgcewuL5/A7ewGEAzbqAR9n8MX75+YWNjAy+SEAWvcP8HWtj+F9K2Aq1mEBMT/vMHNNjOwvL7PXi4nZGBQVycB7T4ioHx/ftPv37/lpaWAN0O///fr1+/3757LyUl8fXbfzY21nfvPv77909QiP/7tx9//vx5/ea9AD8v6MwGdnZmZiY2UFH1783b9yLCAuDbnsFTg+AF+q9eg5Y1MDExvXz1FjL99/IVqFfIzcP9/OXrO3cfycnJlhQXDtKoHXUWBWC0wKIg8GipFbSa4SOoeGJgYHj/4SOonAJfR/oR3O8DrXQHzxJyc3Hx8YJWuv8A3TIPmiU0Nv26bt0XBZQWFgsTE2iZ1Q820NAVMxMzG+jmK9CagBcvXzExgRa4M4DGqRm/ffv2798/8FZnRvAyS4b/4KVXPKDD0T+D1jH8/QdpW4FO6QMPY4EO6vv9R0RY4M8f0HlbTEygW2revf8A2pEDuiWMifEH4/v3H79//yEkyMfAwMDOJvDu3Yf//xiEhPm/f//x48dPVtDVpqBDBBkYGD59+gK+aB7UZ+Tl4QJf5grqGHJzc7CCJgTfc3NxMDEx8vLyMoJ3RP/9+5eHm/vjp88sLMzPX7y+ceve6PTf8AajBdYgjV8ebq4/v/98/PTl8+evPNycn758hbawRIUhY1hiYiL//v59/fYdAyMTLzc3qIX1+cunz5/PnhH58OHf589fP/N8/QZqYf34CblwEGVy8DsDA6OsjCQPD+iyif//GSANImYmBtB+Y/CNOKAR9n////z+JSgkwPD//2/wMNa/v/8+fvryBwT+gvYPsvz98wdUFIKXj/4TFuJkYmTg4eH59QvU2vrx4yf4VCxQf/A/aNztI6iHyMz899/fHz9+sbKw/GFlgRws8+XLVylJcdBxgz9/sYDv7WEEDVG9FxURAk1r/v/PywMaxmJmBu0B4ufn/ffv/4ePn/n5eMBLsxiePnvx9NmrosI8n0EamaPOohoYLbCoFpTUNejjx88fPn4SBRdP7z98EhUR/g8qPn5/At9M8Qt0nde3j5+/qKoofvny7cOHjz9+IY1hfQa1sPj4eFjBY1g/WH+Clwiw/GRjAc3+MzGxsYLO8/z8+SsjIyN4K99/8Mzgf8hFD4yM4DvowY2rL1/+ffr4+d///79+/5YALWj4B17gzvrnD+hghj9//ogICzIzM7Oxge4Q+/Dh889fP2VlpJgYGcB3dzG8e//x399/oqD1qP8YGUBLsUD3TfwB7cV59/7j16/fBAX4/jMwcHJwgG48ZWFhYWGGTQ6CTul6/eYdDw8Xw38GMAN0N/3vP9AbcUA3GzIyPH7y/My5K4UFudQN/FHTBi0YLbAGadTw8HD9+QNqYfHxgq4d/fT56+cvX7m4OCCLsz5++gxpYd26dZeHl5eHh4udnQO0DuvzVzEx0X///oIHtkDXCIJmCSEbcZhB5yWAZ+6Y/v//KywkCD7zAHQeMmQYGzQt+O3bp89fQVtwQKuX/ktKiP77Cz6b6v9/1t8sHz9+/vvvH2ilqJgw6FKcvyx//vz58PEz+HQ9FtCBCqDFXQyQ06+EhfhBS7qYGH98//H2HWiKkIGB4c8f0KJQPl4e1r9/GRmZfrOxfvr8RUhI4O8f0KYcHm5O0M6br98gk4OQ40Z5eXhAV/X8/vPhw2c+Xm7QSQyMDExMjG/ffbh89dbooqqRBkYLrEEa4x8+foYUT58+gdYWiImC9rW8//Dx71/QVudfv7hBw+qfvqiqKn39+u39h48/wWNYkItUP34Ct7B4wQf4/WBhA6+6YoZNDhoaM504/uPLl2+QbuB30AWl/xgYGMHL2UFLQ8EnyYD234E7pKCtzhLiIuzgNhRkn/OHD5/+/Pn7+88fMREhyDaaX79/v/8A2uwiLib6CzRRCN5/w8jExcXBycHx48dP0LIGQX4BAdDZDB8/ff7967ewsCAH6BTAr+B9jsxM/5kgDUlQl5CF+RX46KuvoMILdB/9PyYm0PqJP3+ZmZmOnTz/5cu30ZUKIxOMFliDNN55uLk+fPj4589/Pj7QjpxPoPGpL9xcoLtzwOc3fBEXF/337x+0hcXNBVoKDx6PB7Ww/v4FjWHxgtdh/fz54+dP0BpO0M7BnwwMDIcOMv38CWphgQeAGJmZQecgMzIwfv789cvXr6ArJcBbncEr20Eni37+8mXWnC+hIf9+/foFGrcC3zsIKbDef/j0+/dvcTER8KHKjL9AG56hw+0MDAy/we0pGWkJ8HDYv3fvPkpKiIIPFwWdcgW6IEeQj5+f/+070GJRZgbQNatv3r7j5+Nl5mP++u0buBvLBN6SDXIkMzPzmbOXvn3/UVlROkjjbNRZtAeMkKOOaG/RqA2khcCGDRu4ONl5wMeWv3v/AXSA35ev799/4ARPC757956Hh+fDx08K8jLgFtYnNjY2Pl7ud+/ec3Jyffj4UUFORkpKHDwN9x18DjITeL0oqMBiYmb+/g10Vh8j+G6+79+///33T1pSnIGB8ds30Kqrv3///Qff5wyZFuTj5QIx/v3/9/ffr9+/QEXV7z+glaLgRtY/8I2BjODjaFhZWX/+At2O8+PHTyFB/t9//vz4/oOJmVmAH3TwHgPokntGyN5GBgbGr9++/f37D3Iww9ev3yTERb59+/Hn719eHu6///59+/b916/fvKB+MehQsCvXbqkoKwcE+JEWiKOqhx0YbWEN0ijl4eZ6/+GDuLjof/BqBtBJDJ9B5zeAl0pC3X7z5QAAFuVJREFU9jyL/fv379Pnr1++fOUBt7AgS+FBLSzQGNZXns9fv3//8fMnaOkArIX14/9/BhlpCfCIOOQkZAZmZqZ//0CziqCrJcDLRMVEhUAbc0CHi4KG2CEzgCwszKCjipmZ/vz9y8r6F7xV8LeEuMjvP3+YmZh+gtpWoGOaQaNY4BOo3r3/KCzE/+8fGzMT87v3H/+Dj4GHrHH/9++/sJAAKyvLnz8/WEEr2v9CliyARsGYQFcTioqAxtdYWEAL1m/cuisnJze6qGqQJlO6g9ECi+5BTpyFXFwcv35zQRaOfvj4SVwMVHK9e/9eHDSm/u/Xr5+gZe4fPysoyDAyMnz48Onnr998oNMaICvdEWNY8nrMF8+D1rczMTGzgi/7+wI6ivQHA8N/Rgam/wwM//7+ERTkZ2AAFzPgVhDkzIa/f/9BTm3/+/fPv7+gmwchm5x5QRuF2EHXDrKzffj4mYGBgZeHixE8EP7+w6cfP3+KCAn8Z2BgZmJ6//4T/Nqbn79+ffnyTVhEkO0P6/fvP0FzgqACi+XN2w8C/Dx///3/8uXrp89fBPj5WFiYX795//HT57v3HpaWFI2uVCAuvYwUMFpgDdKY/vTpy8cPnyTExf7////n9++Pn0DbcX794gJtfgbt2vksISEOmg389OXLl288oOMcOCEtLHCJ9vfTF0gL6/uZ0z8+f/kJavgwMf34AWthMYEWLjAxgvYMfv/+/dPnL6CBdlBT7pewkCDoXCpw8+rjpy9/QcNhn8VEQWdv/f33n+3P31+///z+9gO8UvQvMxMzeLj9E8P//+LiYr9+gW5/ePvuo6AgH/h45b/vwEtGBQR4////z8rK+ubNe04OdjY20AWFbGyskJNFP376AjpJBnT8KWhF/rPnL1++eleQnzNII2bUWQMKRgusAQ1+3JZzc3P++v3r46fPnz+DVjOAzngBXa36RUIc1BMEtbDA94ApKcgyMjKCNu6BjnMArXQH3agKnSXkZmVh+sEKaliBN+QwgXbt/QedzfD923fQ2CUj4///DKCDE/79BzWw/jN8+fofsi4UstX5H+jY9n8c7Ozg06/+MjEzCfDx/v37j4WFGbKaAXx0DOhE5V8/QeeLCgvxg8xhAB3lzMjAyMXFzsTE8u/fv7dvPwgJ8oMvdv77B3yg6Ldv3799/y4mKvwVPFb1Gnyd15OnL69cu11UmIc7VEZlRjoYLbAGaQoALWvg5ODh5gKdI/z+w99/DOAe3y/IdOGHD58lwS2sj5+/QMewODnApzV8Bl1tDx7b4vn89QdopfvP7+ArnRkZGREtLNBGHNAByKCzZT5//fvv3///DJLiIpzg3c5//oKOFgU3r0CnMoiDdgv+Bp3a/hc0dMXExMTHywNai8AMKrZAJ14JC/Bwc8NXtwsJ8jP8//8TtG3wg7SU5L9/fxkYGN68fS8lJc72lxWyFwe0pfnP3zdvP/DycrGysDx4+PDs+belJaO7/wZpahw8YLTAGjxxgeIS0KD7+w//GZh4ebi4f4JupgJ1EsGnX/379+8X+Nw+8C0VoEOB33/4KAI+dga0Av7z10+fPivKy/LxglpYrKzMLCygY/DAY1gsDAz/P3/++vXbN/CVqAxSkmKMDAz/oIcgf/33/9+XL1///PkrIQ5a9vX333/wVYOfP336xAya7OP78/fvn99/QDfTMDLy8nKDjnxhAm0VlJWRYmRkNDFjOHoEdF+psJAgAyMjJwcH+BgZUH+QnZ3tLfhM0b+sf9+++8jHy/WHBXQhxvET57//+Fk8elIVSuSPcnCC0QILZ9AMrMT7D5+4uDjc3Lh27QSdwSAhIfbv399fv0AnuH/6/FlZWeHbtx+fPn3+8fMPPx/3H/DRyaAxrI+fJUCj8uCV7p+/fP/+49dPUAsLfOgKE+T0K9B1yUwM4OF10Nor8PKCv6AWlgRoXB80ZAZeYf/v3z/I0BWokPrz+88f0BkyoiKCoGsm/jD//v3n/fuPjIyMvDxcPNzc4NXtPy9fEvj5E7TiFLwj56+IiNC/f//evf0gKMjPxvaHkRE0AwjZi/P23YfrN+5++PhpdFHVwCazIQdGC6xBGmWQFta2bUxcXNw/f/0Cbc0BjbV/kpQQ+/cftF6Ul4+PB3wPGHjJ+1cREWEGhv+/foNUQi6t4OXhBl1VD25hMTCAFjF8//4ddCkOeA3Uv3//wacygEbb/4EWXoFOSgBfSsrKz8fz/z/D33//QL3CP39FRQVZWVk/f/oM3j/4+Tf4bAbQaXrMTL9+/nr77qOcrDR4xw+oqQUqj8BXGX7//p2NDbRnELK9WVJC9Pv3H5ycHK/fvLt+8+737z+rq8oGadCPOmsQg9GFo4M0co4cPgC+vf3HZ/B6UQ11lS9fvr57/4GPl/fT58+KCnLfvn3/9OkzKxubAB9oBSknJ2iW8M3bd+pqyh8/fmJlY5OWlACtGQWtwwJNDjKCDuf7Bzr1hZHxG+zcq3+gmya+/v37T0oSNB35D7y8ANSagh4j8x90zcTfv79///n48RN8sejv339+gfbWCPz+9ZsFdBkP6KC+X79+/wQt+voFOqWPi+P79x+MTEz8YLeBrthiYPjy9dvNW/dHp/8GaYIbImC0hTVII+rjpy8/fv4WEuADjVj9At008enzF24uDh4ern///3389Pnr1++8PJwcoD3PoM2GoOMcwBe7QzbuKCnI8vJys7Ays7EyszAzMzIygM4UBa1g+MrIwADuBv4Db5oBHYT19+9fyEnt4mIif//+4fgPOl7906cvf/6CNgyKi4mwsv798+f3h4+fmRgZefl4wAfDg5ZZycpI/v79m5GJEbQCC7y6/T/oXIc/X75+ExYWBG8h/CgowHfz9v2Hj54WFxV4eg7S0B511lABowXWII0p8Np1TtD24y9flJUUvn//8e//v/fv3kOG4TnYQWPtnz59FlYQZGBkgJz+/vnLlw+wUflPn0HrsH7AlrqDFjEwMAoJ8oKOvgJtega1rD9++gJZRi/AzwvqGYIPQQb1CllYeXm5QINZf0FnM3wAHW4jxMoiBL5K6/eHD6C74Hl5QWdRPXv2gomFRURIAHI68bv3HwUFeBkYGb9///v2LeiEhnsvH589f6WwYHSlwiBNZkMOjBZYgzTKPnz8rCwkxMTE+O8fqPnz/dt3Hh4uIWXF76BWEqjxJQg6x+4vqKX19dunT19EQdfSgPYngyYTP35WUpQDj2ExsYLWYYFWtDMyMn3+8u3fv//gY15+CwoIMIKuRGb4+hV0pMz///8h93f9/ff3////nz5/+fPnn5ioEOhk0T+gi7x+/Qbd4vXx4ycW5t+/fv959x60EQfUDfz1+9170Ml8oGH8//8h7H9/WR88en7uwtXRk6oGafIasmC0wBqkUcfFxfnx0+dv3398/vxFSUiQmYnx0+cvDx4+4efj4+Xl5uBgh3X9hBihLawv4FlC6Kg86Codni+QMSzQbYP/QUPsTEyghhUjA+PXr98+f/nyH7Sc/T8/HzdotzO4kPr799+nT58lIJfWwA4XBc0M/mFhYQUdffXhA2iIHTKG9f7DJ9ByUNCSCdBBfaDh9v//GZkYT5259O79x4rykkEasqPOGspgtMAapLH34cMnEWEh0OGf/0DnAn/7/p2Pl1tYSPDbd9CtE+Cxc4a/f0HLF758/Qa5ewJ0kDFocfwX8OwhB/IYFniB6Ldv379DTo8R4OcGN7UY/4G7geBFof9A84+gYxlApwb++vUbeufgH5YPH7/8/v1bFHz0FbOw0NNnL0BnijKBFrh/AG0e/CUkxA8+eP7ThYvXPn/5OrpSYZAmqWEBRgusQRqN3NycHz9+BpVTPNycXJxMzEwfP30REhIETfaByqmv3759//jpM7hQY/j758/Hz6DT37nBh898/Pj5588/vNAW1s/v30EbcaQkxZmYQFdKMIAvxQG3qhgkJUT//wMtZ//3n+EjeOECLw/nv3//WVlYPnwErWMQExVi/fP3NwsL5EYc0DkKwkIfQOb/Ehbih6xmePfu47kLV37//ltWOrpUfZAmp2EDRgusQRqVXJyc3NycTEyMHz99FhYWBK1H//v30yfQWtBPnz8Lg0ouhr9/Qa2hr9++ffj4SUxMBLKJ5z8DIw8PJzs7qIUFOtMdNEvI9P8/aIE7pIUlKSEGOu0KPJgFOQ3i95/fUqCFqf//grqBoNubRYQF/4IP6oMcIyMmKgQ5CPT9h0+gi1dBd7BCZwYvXLqmIC9fODqsPkjT0XADowXWII3Rj6A7voQZGUD9vo+fv3z/9uPzly/CQoKQYfhPn0FnxHz8+FlFRJiREdzCAm+T5uGGbOJBb2FBlomC9IJLri9fv/79+1dSArz26v+/v3/ZPn78/Ad8nsyfv7///f0PPknmL6ic+vuXFdy8ApVTzKArbCDdwB8/fl69fquoMN/J2XWQhuCos4YjGC2wBmmscnFxfPz0+Tt4xEpERIgJtOzzL7jk+g7amiMM7RuCF2R94wIfnczAwPDu3ft//xnBp82AWliwdVigFtanz1++ffsOXSMK2j4Imgr8+/ff79+/+Pl4QQczgO/O+vQJ1FhjZmFi+wO6LfX37z+i4OYVqJv567eIsMCTZy9u3b5fXJTv7jG6qmqQJp5hDEYLrEEauaAbGURFGBkZ//77+/Hjl2/fv3/+/EVFGFJy/QOJfPvOzc3BzcXNxMj4AXQ5xT/QcQ4/f/LycH/6BGph8fB8AR02+uPnt+/fJSVEGRgYwKUeqJyC7HCWkhT79+//5y/gLTjg5hWoG/jnD+h2nL9/QYeC/mX5DbquBtwNZGZ+/PT5yVPnS0bPVGAYBQMGRgusAQt6/BbDB90/f/4iKiLMxAQad/rw6fO3bz94eTi5uLiYmBg/ffr8+8+/r1+/cXNzcXNzQ872gxw7Ax/DYmNlYWFh+vz5638G0JIrCXHh//9B66/Aw1Wg8/n4eLn//AEdMAO6zOY36HrUz18+/wVfRg9qXokIsbD8OX/x2stXb0cXVeGPslFZOoDRAosOgUyOFZwcHFxcnIyMDP/+ga4s/fbtBx8vF6icYmT89Pnrr99/QScL//0DFgEdkfzn7z9+yBHJoLOGv7L9/M3LwyMkxPfq1Zt///4KCoAOQWZiZPj0+eu/f/9///4lwA+6wRQ0XPXpy79//0SEBf/9+/+H7e/zFy+ZmZlAV9cwMf1m/XP67KUPHz+PHv9CThSO6qEBGC2waBCo1DAS1C/791+Qn/fv3z/cXFxMjKBlDb9+/RUU4P379y8XF/is5E9fICXX79+/QZdTgI8klZQU//v3LwcHaAzr8+evfLw84O7k13/////5Azq+HXTZxBdQx/DfP9Dq9r///vz/Dzqq4fefv+JiwmysrJ8+f/7w8fP5i1e/f/85uv6TGpE5agbVwGiBRbWgpK5BoFtUQYvdQevXRUVEQFOB//5wI0SEQSJ//nBzc3/89PXTpy/g+3X+/fwFvoTi8xcRYUHQeghB/lev3/z581dYiP//f9Ce50/g9hQfL2h1O2TV6KfPn0Hbm1lYQJ3Ej59//f5z4dK1r1+/V5QXU9dHo6aNhgDlYLTAojwMaWLC+w+fxMVFQaUSeLHV9x/fP38CDWZBhuEhU34fP30GbyH8//fPb8h9X58+fZGSlACvgP8qLSXx6ctXXh7uz19ARwD++/dfgJ/nH+j04/+QkxjExSDHioI2JP769ev37z9Xrt6SlZPNzcmiiZdGDR0NAYoBaHMZxYaMGkCTEJg2fdb//6ATrNRVlb7/AG0q5OLm/v4NtKxBRVkRwuDi4gYtHP3wUV1V6cvXb+/evefj4/v0GbT5mYGBSViI/979h3y83Azg+ya+ff325y/o+OPPX0BnYP37Bzru6ufPn1++fr9x805pSRFNvDFq6GgIUA+MFljUC0vamLRpy7Ynj5/8//9fWIhfTVUJdGro5y+cXFygA/w+flZTVfz67fuHjx8hd0QryMl8//Hj06fPHBwc0tKSoMP7fv78DLrFi0FCXPQb+LJl0FKGz19+//kjKSF678GTu/cejq5Tp03UjZpKfTBaYFE/TGlk4qbNWx8/ecrw/7+QIJ+aitK376ATR7m5ub9+/cbJyc7Hx/sFfDYpHx/fx0+flZXkpKUkweuwQEvkGRmZ/v37//Xr199//kpKiH7+/OX23YevXo9e/0ejuBo1llZgtMCiVcjSztyNm7Y8efKMgeE/Px+PuprS12/fP378yMPN8+XLV0UFWeQW1o8foFOLP38GnSQjKSH6FdwlvHX7wfMXL0cvf6ddBI2aTDswWmDRLmxpbvLGjVuePAWVXNxcHJoaKl++fHv3/j0/uIWloqwgLSUBKq7Ag18MDIz//v07c/7yly/fSooLaO6yUQtGQ4A2YLTAok240tfUDRs2PX32nIGBgZWFSUdb49Nn0BiWjLQkpIX16dOXq9dvf//+Y/SmUvpGy6ht1AejBRb1w3QATVy3bsOz5y8ZGEDni8pIS/348ePs+Uvy8vKBAX4D6KpRq0dDgFpgtMAanuD06TPPnr/09/Ment4b9dVIBaMF1kiN+VF/j4bAEARMQ9DNo04eDYHREBihYLTAGqERP+rt0RAYimC0wBqKsTbq5tEQGKFgtMAaoRE/6u3REBiKYLTAGoqxNurm0RAYoWC0wBqhET/q7dEQGIpgtMAairE26ubREBihYLTAGqERP+rt0RAYimC0wBqKsTbq5tEQGKFgtMAaoRE/6u3REBiKYLTAGoqxNurm0RAYoWC0wBqhET/q7dEQGIpgtMAairE26ubREBihYLTAGqERP+rt0RAYimC0wBqKsTbq5tEQGKFgtMAaoRE/6u3REBiKYLTAGoqxNurm0RAYoWC0wBqhET/q7dEQGIpgtMAairE26ubREBihYLTAGqERP+rt0RAYimC0wBqKsTbq5tEQGKFgtMAaoRE/6u3REBiKYLTAGoqxNurm0RAYoWC0wBqhET/q7dEQGIpgtMAairE26ubREBihYLTAGqERP+rtUTAUwWiBNRRjbdTNoyEwQsFogTVCI37U26MhMBTBaIE1FGNt1M2jITBCwWiBNUIjftTboyEwFMFogTUUY23UzaMhMELBaIE1QiN+1NujITAUwWiBNRRjbdTNoyEwQsFogTVCI37U26MhMBTBaIE1FGNt1M2jITBCwWiBNUIjftTboyEwFMFogTUUY23UzaMhMELBaIE1QiN+1NujITAUwWiBNRRjbdTNoyEwQsFogTVCI37U26MhMBTBaIE1FGNt1M2jITBCwWiBNUIjftTboyEwFMFogTUUY23UzaMhMELBaIE1QiN+1NujITAUwWiBNRRjbdTNoyEwQsFogTVCI37U26MhMBTBaIE1FGNt1M2jITBCwWiBNUIjftTboyEwFMFogTUUY23UzaMhMELBaIE1QiN+1NujITAUwWiBNRRjbdTNoyEwQsFogTVCI37U26MhMBTBaIE1FGNt1M2jITBCwWiBNUIjftTboyEwFMFogTUUY23UzaMhMELBaIE1QiN+1NujITAUwWiBNRRjbdTNoyEwQsFogTVCI37U26MhMBTBaIE1FGNt1M2jITBCwWiBNUIjftTboyEwFMFogTUUY23UzaMhMELBaIE1QiN+1NujITAUwWiBNRRjbdTNoyEwQsFogTVCI37U26MhMBTBaIE1FGNt1M2jITBCwWiBNUIjftTboyEwFMFogTUUY23UzaMhMELBaIE1QiN+1NujITAUwWiBNRRjbdTNoyEwQsFogTVCI37U26MhMBTBaIE1FGNt1M2jIQDYCA0BAFO2DRAo1vIiAAAAAElFTkSuQmCC", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "CameraPosition(position=(3463.5171334479587, 23927.044977244626, -16208.928424517384),\n", " focal_point=(10000.0, 2000.0, 550.7246417999268),\n", " viewup=(-0.9730153758368119, -0.17606927302684708, 0.14913312670545562))" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "## the point cloud is very sparse\n", "three_d_plot(\n", " model=grid,\n", " key=\"pred_label\",\n", " colormap=[\"white\", \"blue\"], # 0 - white, 1 - blue\n", " model_size=4,\n", " model_style=\"points\",\n", " opacity=1,\n", " background=\"white\",\n", " cpo=saved_oblique_view,\n", " window_size=(400, 400),\n", " jupyter=\"static\",\n", " show_legend = False\n", ")" ] }, { "cell_type": "markdown", "id": "661a5dcf", "metadata": {}, "source": [ "Visualize the voxel data in paraview is recommended. Please see **Paraview Visualization** at https://unist-tutorial.readthedocs.io/en/latest/tutorial.html." ] }, { "cell_type": "code", "execution_count": 8, "id": "a0dbcf4a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Dimensions: (533, 401, 35)\n", "Spacing: (15.037593984962406, 15.0, 28.985588235294117)\n", "Origin: (6000.0, -1000.0, 57.97)\n", "Extent: (0, 532, 0, 400, 0, 34)\n", "Scalar Type: double\n", "Scalar Range: (0.0, 1.0)\n" ] } ], "source": [ "print(\"Dimensions:\", grid.GetDimensions())\n", "print(\"Spacing:\", grid.GetSpacing()) ## note that the dispersity in z direction is larger than x and y\n", "print(\"Origin:\", grid.GetOrigin())\n", "print(\"Extent:\", grid.GetExtent())\n", "print(\"Scalar Type:\", grid.GetScalarTypeAsString())\n", "print(\"Scalar Range:\", grid.GetScalarRange())" ] }, { "cell_type": "markdown", "id": "0502c6c0", "metadata": {}, "source": [ "#### downsampling along x,y" ] }, { "cell_type": "code", "execution_count": 9, "id": "797d3342", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Dimensions after downsampling: (267, 201, 35)\n", "Spacing after downsampling: (30.075187969924812, 30.0, 28.985588235294117)\n" ] } ], "source": [ "import vtk\n", "resampler = vtk.vtkImageResample()\n", "resampler.SetInputData(grid)\n", "\n", "factor = 0.5\n", "resampler.SetAxisMagnificationFactor(0, factor) \n", "resampler.SetAxisMagnificationFactor(1, factor) \n", "resampler.SetAxisMagnificationFactor(2, 1) \n", "\n", "resampler.Update()\n", "downsampled_data = resampler.GetOutput()\n", "\n", "print(f\"Dimensions after downsampling: {downsampled_data.GetDimensions()}\")\n", "print(f\"Spacing after downsampling: {downsampled_data.GetSpacing()}\")" ] }, { "cell_type": "markdown", "id": "92c5e52c", "metadata": {}, "source": [ "### Morphologiy closing" ] }, { "cell_type": "code", "execution_count": 10, "id": "758e7a3f", "metadata": {}, "outputs": [], "source": [ "from unist.downstream.morph import closing, opening, dilation, erosion" ] }, { "cell_type": "code", "execution_count": 11, "id": "de7f08d1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(, pyvista_ndarray([0., 0., 0., ..., 0., 0., 0.]))" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "grid.set_active_scalars(\"pred_label\")" ] }, { "cell_type": "code", "execution_count": 12, "id": "dc494d8d", "metadata": {}, "outputs": [], "source": [ "grid_closed = closing(\n", " grid,\n", " foreground_value=1,\n", " background_value=0,\n", " kernel_size=(10, 10, 20),\n", ")" ] }, { "cell_type": "code", "execution_count": 14, "id": "03ee3387", "metadata": {}, "outputs": [], "source": [ "grid_closed.save(\"/Users/shuilan/Library/CloudStorage/OneDrive-InsideMDAnderson/3D spatial transcriptomics/data/3D/tumor_mask_closed.vti\")" ] }, { "cell_type": "code", "execution_count": 17, "id": "4b59c8c6", "metadata": {}, "outputs": [ { "data": { 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "CameraPosition(position=(3463.5171334479587, 23927.044977244626, -16208.928424517384),\n", " focal_point=(10000.0, 2000.0, 550.7246417999268),\n", " viewup=(-0.9730153758368119, -0.17606927302684708, 0.14913312670545562))" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "three_d_plot(\n", " model=grid_closed,\n", " key=\"pred_label\",\n", " colormap=[\"white\", \"blue\"], # 0 - white, 1 - blue\n", " model_size=4,\n", " model_style=\"points\",\n", " opacity=1,\n", " background=\"white\",\n", " cpo=saved_oblique_view,\n", " window_size=(400, 400),\n", " jupyter=\"static\",\n", " show_legend = False\n", ")" ] }, { "cell_type": "markdown", "id": "c579a981", "metadata": {}, "source": [ "### Morphology dilate to get peritumoral region" ] }, { "cell_type": "code", "execution_count": null, "id": "cf5ebe75", "metadata": {}, "outputs": [], "source": [ "from unist.downstream.morph import periphery_mask, boundary_mask\n", "\n", "periphery = periphery_mask(\n", " grid_closed,\n", " foreground_value=1,\n", " background_value=0,\n", " kernel_size=(5, 5, 3), # adjust the kernel size to control the thickness of the periphery mask\n", " output_value=2, # set periphery voxels to 2 for better visualization in paraview\n", ")\n", "\n", "periphery.save(\"/Users/shuilan/Library/CloudStorage/OneDrive-InsideMDAnderson/3D spatial transcriptomics/data/3D/periphery_mask.vti\")" ] }, { "cell_type": "code", "execution_count": 15, "id": "4696746e", "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "CameraPosition(position=(3463.5171334479587, 23927.044977244626, -16208.928424517384),\n", " focal_point=(10000.0, 2000.0, 550.7246417999268),\n", " viewup=(-0.9730153758368119, -0.17606927302684708, 0.14913312670545562))" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "three_d_plot(\n", " model=periphery,\n", " key=\"pred_label\",\n", " colormap=[\"white\", \"green\"], # 0 - white, 2 - green\n", " model_size=4,\n", " model_style=\"points\",\n", " opacity=1,\n", " background=\"white\",\n", " cpo=saved_oblique_view,\n", " window_size=(400, 400),\n", " jupyter=\"static\",\n", " show_legend = False\n", ")" ] }, { "cell_type": "markdown", "id": "1fca0ae1", "metadata": {}, "source": [ "### Morphology erode to get tumor boundary" ] }, { "cell_type": "code", "execution_count": 16, "id": "72d76f53", "metadata": {}, "outputs": [], "source": [ "boundary = boundary_mask(\n", " grid_closed,\n", " foreground_value=1,\n", " background_value=0,\n", " kernel_size=(3, 3, 3),\n", " output_value=3,\n", ")\n", "boundary.save(\"/Users/shuilan/Library/CloudStorage/OneDrive-InsideMDAnderson/3D spatial transcriptomics/data/3D/boundary_mask.vti\")" ] }, { "cell_type": "code", "execution_count": 17, "id": "447f386d", "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "CameraPosition(position=(3463.5171334479587, 23927.044977244626, -16208.928424517384),\n", " focal_point=(10000.0, 2000.0, 550.7246417999268),\n", " viewup=(-0.9730153758368119, -0.17606927302684708, 0.14913312670545562))" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "three_d_plot(\n", " model=boundary,\n", " key=\"pred_label\",\n", " colormap=[\"white\", \"red\"], # 0 - white, 3 - red\n", " model_size=4,\n", " model_style=\"points\",\n", " opacity=1,\n", " background=\"white\",\n", " cpo=saved_oblique_view,\n", " window_size=(400, 400),\n", " jupyter=\"static\",\n", " show_legend = False\n", ")" ] }, { "cell_type": "markdown", "id": "e8ed9197", "metadata": {}, "source": [ "### Morphology characteristic" ] }, { "cell_type": "code", "execution_count": null, "id": "1785186c", "metadata": {}, "outputs": [], "source": [ "from unist.downstream.morph import calculate_volume_and_surface_area\n", "vol, area = calculate_volume_and_surface_area(grid_closed, foreground_value=1) \n", "\n", "## the unit is in voxel, to convert to physical unit, we need to multiply by the voxel spacing\n", "\n", "voxel_volume = grid_closed.GetSpacing()[0] * grid_closed.GetSpacing()[1] * grid_closed.GetSpacing()[2]\n", "physical_volume = vol * voxel_volume\n", "print(f\"Volume in voxels: {vol}, Volume in physical units: {physical_volume}\") \n", "\n", "voxel_area = 2 * (grid_closed.GetSpacing()[0] * grid_closed.GetSpacing()[1] +\n", " grid_closed.GetSpacing()[1] * grid_closed.GetSpacing()[2] +\n", " grid_closed.GetSpacing()[0] * grid_closed.GetSpacing()[2])\n", "physical_area = area * voxel_area\n", "print(f\"Surface area in voxels: {area}, Surface area in physical units: {physical_area}\")" ] }, { "cell_type": "markdown", "id": "fe07d104", "metadata": {}, "source": [ "### Mesh reconstruction" ] }, { "cell_type": "code", "execution_count": 14, "id": "15320dd7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " -> The raw mesh contains 527986 triangular faces.\n", " -> The smoothed mesh contains 527986 triangular faces.\n", " -> The final mesh contains 52797 triangular faces.\n", "----------------------------------------\n", "Pipeline complete! The final mesh has been saved as: /Users/shuilan/Library/CloudStorage/OneDrive-InsideMDAnderson/3D spatial transcriptomics/data/3D/final_tumor_mesh.stl\n" ] } ], "source": [ "contour_filter = vtk.vtkContourFilter()\n", "contour_filter.SetInputData(grid_closed) \n", "contour_filter.SetValue(0, 0.5) ## isosurface at 0.5 to separate foreground (1) and background (0)\n", "contour_filter.ComputeNormalsOn()\n", "contour_filter.Update()\n", "\n", "raw_mesh = contour_filter.GetOutput()\n", "print(f\" -> The raw mesh contains {raw_mesh.GetNumberOfPolys()} triangular faces.\")\n", "\n", "smoother = vtk.vtkSmoothPolyDataFilter()\n", "smoother.SetInputData(raw_mesh)\n", "smoother.SetNumberOfIterations(20)\n", "smoother.SetRelaxationFactor(0.1)\n", "smoother.FeatureEdgeSmoothingOff()\n", "smoother.BoundarySmoothingOn()\n", "smoother.Update()\n", "\n", "# Get the smoothed mesh\n", "smoothed_mesh = smoother.GetOutput()\n", "print(f\" -> The smoothed mesh contains {smoothed_mesh.GetNumberOfPolys()} triangular faces.\")\n", "\n", "decimator = vtk.vtkQuadricDecimation()\n", "decimator.SetInputData(smoothed_mesh)\n", "\n", "# Set target reduction ratio (e.g., 0.9 means reducing to 10% of the original number of triangles)\n", "decimator.SetTargetReduction(0.9)\n", "decimator.Update()\n", "\n", "# Get the final lightweight mesh\n", "final_mesh = decimator.GetOutput()\n", "print(f\" -> The final mesh contains {final_mesh.GetNumberOfPolys()} triangular faces.\")\n", "\n", "# --- 4. Save the final mesh ---\n", "final_stl_path = \"/Users/shuilan/Library/CloudStorage/OneDrive-InsideMDAnderson/3D spatial transcriptomics/data/3D/final_tumor_mesh.stl\"\n", "stl_writer = vtk.vtkSTLWriter()\n", "stl_writer.SetFileName(final_stl_path)\n", "stl_writer.SetInputData(final_mesh)\n", "stl_writer.Write()\n", "\n", "print(\"----------------------------------------\")\n", "print(f\"Pipeline complete! The final mesh has been saved as: {final_stl_path}\")" ] } ], "metadata": { "kernelspec": { "display_name": "unist", "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": "3.10.19" } }, "nbformat": 4, "nbformat_minor": 5 }