Files
Photovoltaic_Fault_Detector/GPS_Panel/.ipynb_checkpoints/Enumeration_KML-checkpoint.ipynb
2020-12-28 18:25:12 -03:00

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{
"cells": [
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import pandas as pd\n",
"from matplotlib import path\n",
"import matplotlib.patches as patches\n",
"from skimage import draw\n",
"import scipy.ndimage as ndimage\n",
"import Utils\n",
"import georasters as gr\n",
"import cv2\n",
"from Utils import doubleMADsfromMedian\n",
"from skimage.transform import resize\n",
"import pickle\n",
"import simplekml\n",
"import geopandas\n",
"\n",
"def order_rect(List_P_strings, top_bottom = False):\n",
" #If top_bottom is false then sort right left\n",
" if not top_bottom:\n",
" List_P_strings = [[(List_P[0][1],List_P[0][0]),\n",
" (List_P[1][1],List_P[1][0]),\n",
" (List_P[2][1],List_P[2][0]),\n",
" (List_P[3][1],List_P[3][0])] for List_P in List_P_strings]\n",
" \n",
" bboxes=sorted(List_P_strings, key=lambda x: x[0][0])\n",
" bboxes = [(P[0][0], P[0][1], P[2][0]-P[0][0], P[2][1]-P[0][1]) for P in bboxes]\n",
" df=pd.DataFrame(bboxes, columns=['x','y','w', 'h'], dtype=int)\n",
" \n",
"\n",
" df[\"x2\"] = df[\"x\"]+df[\"w\"] # adding column for x on the right side\n",
" df = df.sort_values([\"x\",\"y\", \"x2\"]) # sorting\n",
"\n",
"\n",
" for i in range(2): # change rows between each other by their coordinates several times \n",
" # to sort them completely \n",
" for ind in range(len(df)-1):\n",
" # print(ind, df.iloc[ind][4] > df.iloc[ind+1][0])\n",
" if df.iloc[ind][4] > df.iloc[ind+1][0] and df.iloc[ind][1]> df.iloc[ind+1][1]:\n",
" df.iloc[ind], df.iloc[ind+1] = df.iloc[ind+1].copy(), df.iloc[ind].copy()\n",
" \n",
" L_F = [np.array([[box[0], box[1]], \n",
" [box[0] + box[2], box[1]], \n",
" [box[0] + box[2], box[1] + box[3]], \n",
" [box[0], box[1] + box[3]]]) for box in df.values.tolist()]\n",
" \n",
" if not top_bottom:\n",
" L_F = [[(List_P[0][1],List_P[0][0]),\n",
" (List_P[1][1],List_P[1][0]),\n",
" (List_P[2][1],List_P[2][0]),\n",
" (List_P[3][1],List_P[3][0])] for List_P in L_F]\n",
" return np.array(L_F) \n",
"\n",
"\n",
"\n",
"def order_rect2(List_P_strings, factor_diameter, top_bottom = False):\n",
" #If top_bottom is false then sort right left\n",
" if top_bottom:\n",
" List_P_strings = [[(List_P[0][1],List_P[0][0]),\n",
" (List_P[1][1],List_P[1][0]),\n",
" (List_P[2][1],List_P[2][0]),\n",
" (List_P[3][1],List_P[3][0])] for List_P in List_P_strings]\n",
" \n",
" L_F = []\n",
" keypoints_to_search = List_P_strings[:]\n",
" while len(keypoints_to_search) > 0:\n",
" a = sorted(keypoints_to_search, key=lambda p: (p[0][0]) + (p[0][1]))[0] # find upper left point\n",
" b = sorted(keypoints_to_search, key=lambda p: (p[0][0]) - (p[0][1]))[-1] # find upper right point\n",
"\n",
" # convert opencv keypoint to numpy 3d point\n",
" a = np.array([a[0][0], a[0][1], 0])\n",
" b = np.array([b[0][0], b[0][1], 0])\n",
"\n",
" row_points = []\n",
" remaining_points = []\n",
" for k in keypoints_to_search:\n",
" p = np.array([k[0][0], k[0][1], 0])\n",
" d = factor_diameter * (k[2][1]-k[0][1])#k.size # diameter of the keypoint (might be a theshold)\n",
" dist = np.linalg.norm(np.cross(np.subtract(p, a), np.subtract(b, a))) / np.linalg.norm(b) # distance between keypoint and line a->b\n",
" if d/2 > dist:\n",
" row_points.append(k)\n",
" else:\n",
" remaining_points.append(k)\n",
"\n",
" L_F.extend(sorted(row_points, key=lambda h: h[0][0]))\n",
" keypoints_to_search = remaining_points\n",
"\n",
" \n",
" \n",
" if top_bottom:\n",
" L_F = [[(List_P[0][1],List_P[0][0]),\n",
" (List_P[1][1],List_P[1][0]),\n",
" (List_P[2][1],List_P[2][0]),\n",
" (List_P[3][1],List_P[3][0])] for List_P in L_F]\n",
" return np.array(L_F) "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Parameters"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"#path_T = \"Thermo.tif\"\n",
"#path_String = \"Thermo_String_PV01.tif\"\n",
"\n",
"path_T = \"Los_Loros/TH_02_index_thermal_ir.tif\"\n",
"path_Mesa_shape = \"Los_Loros/Mesas.shp\"\n",
"#path_String = \"Los_Loros/Raster_Test.tif\"\n",
"ZonaPV = 'Test'\n",
"path_kml_panel = 'Los_Loros/KML/Paneles_' + ZonaPV +'.kml'\n",
"path_kml_mesa ='Los_Loros/KML/Mesa_' + ZonaPV +'.kml'\n",
"path_dict = 'Los_Loros/KML/Mesa_' + ZonaPV + '.pickle'\n",
"\n",
"#panel_size = (11 , 21)\n",
"#panel_size = (37 , 17) #weight, height size#\n",
"#panel_size = (20 , 35)\n",
"\n",
"split_Weight, split_Height = (10,2)\n",
"overlap = 0\n",
"order_top_bottom = False # order top bottom or right left\n",
"factor_diameter = 2 # Paremeter for enumeration try change\n",
"\n",
"\n",
"GR_T = gr.from_file(path_T)\n",
"geot = GR_T.geot\n",
"GR_T.raster.data[GR_T.raster.data == -10000] = 0"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Enumerate Tables and Panels"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'\"\\nlabel_im, nb_labels = ndimage.label(GR_String.raster.data > 0)#, structure= np.ones((2,2))) ## Label each connect region\\n\\n \\nL_strings = {} # {name: \\'001\\', points:(top-left, top-right, bottom-right, bottom-left) (x,y), \\'panels\\' : }\\n\\nepsilon = 0\\n\\nList_P_strings = []\\nfor i in range(1, nb_labels + 1):\\n \\n countours, hierarchy = cv2.findContours(np.uint8(label_im == i), cv2.RETR_TREE, cv2.CHAIN_APPROX_SIMPLE)\\n x_max = np.max(countours[0][:, 0, 0]) + epsilon\\n y_max = np.max(countours[0][:, 0, 1]) + epsilon\\n x_min = np.min(countours[0][:, 0, 0]) - epsilon\\n y_min = np.min(countours[0][:, 0, 1]) - epsilon\\n \\n List_P_strings.append([(x_min, y_min), (x_max, y_min), (x_max, y_max), (x_min, y_max)])\\n \\n'"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# If Mesas is Raster\n",
"\"\"\"\"\n",
"label_im, nb_labels = ndimage.label(GR_String.raster.data > 0)#, structure= np.ones((2,2))) ## Label each connect region\n",
"\n",
" \n",
"L_strings = {} # {name: '001', points:(top-left, top-right, bottom-right, bottom-left) (x,y), 'panels' : }\n",
"\n",
"epsilon = 0\n",
"\n",
"List_P_strings = []\n",
"for i in range(1, nb_labels + 1):\n",
" \n",
" countours, hierarchy = cv2.findContours(np.uint8(label_im == i), cv2.RETR_TREE, cv2.CHAIN_APPROX_SIMPLE)\n",
" x_max = np.max(countours[0][:, 0, 0]) + epsilon\n",
" y_max = np.max(countours[0][:, 0, 1]) + epsilon\n",
" x_min = np.min(countours[0][:, 0, 0]) - epsilon\n",
" y_min = np.min(countours[0][:, 0, 1]) - epsilon\n",
" \n",
" List_P_strings.append([(x_min, y_min), (x_max, y_min), (x_max, y_max), (x_min, y_max)])\n",
" \n",
"\"\"\""
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
"## If mesas is Shape\n",
"\n",
"df = geopandas.read_file(path_Mesa_shape)\n",
"G = [i for i in df.geometry]\n",
"List_P_strings = []\n",
"\n",
"for g in G: \n",
" x,y = g.exterior.coords.xy\n",
" coords = np.dstack((x,y)).tolist()[0][:-1]\n",
" List_P_strings.append(Utils.gps2pixel(np.array(coords), geot))"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
"\n",
"L_strings = {}\n",
" \n",
"for i,List_P in enumerate(order_rect2(List_P_strings, factor_diameter, top_bottom=order_top_bottom), 1):\n",
" \n",
" L_strings[str(i)] = {'id': i, \n",
" 'points' : List_P, \n",
" 'panels' : {}, \n",
" 'status': 'default', \n",
" 'T': np.mean(GR_T.raster.data[List_P[0][1]:List_P[2][1],List_P[0][0]:List_P[2][0]])}\n",
"\n",
"for string_key in L_strings.keys():\n",
" \n",
" string = L_strings[string_key]\n",
" string['panels'] = {}\n",
" Points = Utils.order_points_rect(string['points']).astype(np.int)\n",
" \n",
" ## If strings is vertical or horizontal\n",
" #if (Points[2][0] - Points[0][0]) > (Points[2][1] - Points[0][1]):\n",
" # split_Weight, split_Height = np.int((Points[2][0] - Points[0][0]) / panel_size[0]) , np.int((Points[2][1] - Points[0][1]) / panel_size[1])\n",
" #else:\n",
" # split_Weight, split_Height = np.int((Points[2][0] - Points[0][0]) / panel_size[1]) , np.int((Points[2][1] - Points[0][1]) / panel_size[0])\n",
"\n",
" #split_Weight = max(split_Weight, 1)\n",
" #split_Height = max(split_Height, 1)\n",
" M, maxWidth, maxHeight = Utils.perspectiveTransform(Points)\n",
" sub_division = Utils.subdivision_rect([split_Weight, split_Height], maxWidth, maxHeight, overlap)\n",
" sub_division_origin = np.uint(cv2.perspectiveTransform(np.array(sub_division), np.linalg.inv(M)))\n",
" \n",
" for i,panels_coord in enumerate(order_rect(sub_division_origin, order_top_bottom),1):\n",
" string['panels'][str(i)] = {'id' : i,\n",
" 'points' : panels_coord,\n",
" 'status': 'default', \n",
" 'T' : np.mean(GR_T.raster.data[panels_coord[0][1]:panels_coord[2][1], panels_coord[0][0]:panels_coord[2][0]]),\n",
" 'severidad': 'default'} \n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Save dictionary with gps data"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
"## Save List in coordinate latitud and longitude ###\n",
"\n",
"L_strings_coord = {}\n",
" \n",
"for string_key in L_strings.keys():\n",
" \n",
" string = L_strings[string_key]\n",
" points = string['points']\n",
" string_coord = {'id': 'Mesa_' + str(string['id']).zfill(3), \n",
" 'points': Utils.pixel2gps(points, geot), \n",
" 'panels': {}, \n",
" 'status': string['status'], \n",
" 'T' : string['T']}\n",
" \n",
" for panel_key in string['panels'].keys():\n",
" \n",
" panel = string['panels'][panel_key]\n",
" points = panel['points']\n",
" panel_coord = {'id': panel['id'],\n",
" 'points': Utils.pixel2gps(points, geot), \n",
" 'status': panel['status'], \n",
" 'prob': 0.0, \n",
" 'T': panel['T'], \n",
" 'severidad': 'default'}\n",
" \n",
" string_coord['panels'][panel_key] = panel_coord\n",
" \n",
" L_strings_coord[string_key] = string_coord\n",
"\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Display image"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"text/plain": [
"<Figure size 432x288 with 0 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1152x1152 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": 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4lpf/Kknz09570SAD1LlUwtxStz27m7p1FfVX3ra2RPc8Px3fR/jEEwAAAABQKQaeAAAAAIBKMfAEAAAAAFSKgScAAAAAoFIMPAEAAAAAlWLgCQAAAACoFANPAAAAAECljm6Op5msL1OzZzkjU8/L6uw/5iINJ18yyBZNE04GaJR/dGC2fJ2XSyotzgsqLkd5ml6+qJNLKklpvDyIKDX8MvdnrvWsy8hwTVFWo5dNGenPzCwst8eD1+u8pjBHzMuJy8hrC3MrvZjWKMfTLVPQJvvXF5atGeXDVpTFGWgH2WjucXP+5OdsG2W8tvtzPIvLYYavc9ygbbjtOeiec7IpvdcUXkdOhGQK6sqa7dJl7/rsPGH443r1kdNvRNpetJ2TAydJNSfjN+o31LdvK/T13vnrrPf2HZxfr7Ki68jrnzPeAkW819vfXhc/wXm/MSoZmafeOZD8XMSc6yQqc7vvPUPPcs5xI15zDpqG1+fk1FV0LeTcQ/vbRs9ylGvpvKYotzQnN9wT1bOb8xlt653foI8twyeeAAAAAIBKMfAEAAAAAFSKgScAAAAAoFIMPAEAAAAAlWLgCQAAAACoFANPAAAAAECljnqcyqLYk8KyeZEa0fTdXgyIEwEiBVEewbbu0D2aCt5bH0WAOPETavpzHJsXMeBEy0jK+1OF95pqOXP5DxZtMIj++ILiclaERMa2UdtoB/EyrqqmyW9Hc7L3HbcYpxK83ppzfpP5DdYy2l3duX7j8+usC7b1pjD3IyKkWrt349rcwnJ7wr/2/XgC/7jelPwpnDd/uP1KUvLOb9DWa16MT85lEjU55zVF10JOlJJXV2EUS9AH+wceflM3tqYZXEdOrJgbPxAJXo/XZrPac8DrN7xIG0lqN2qly1GfI+d+FMXltL1rNKpnr38Or31vx/5x3XIFZa7Nt0uXWxPBm6/KIlGi96JOhURxG15dZsRO1YLjLnq7MUD3VVXkURSJ4r2mFL3F9W7tGf3vUteJe+0ces7whwQAAAAAIMbAEwAAAABQKQaeAAAAAIBKMfAEAAAAAFSKgScAAAAAoFIMPAEAAAAAlcqKUzGz2yTtVWfS5GZK6fwjUSgAAAAAwMpxJHI8n5hSuvcI7GdxxmeRl7UZibIJvVzLnFxDL1s0OG6YH1qvly87+WSSlNz8smDbhrM+zFp11gfbetlJbuZlwFp+AJLNt0qXrRXkHjqrvdwsKciKGvM3drfNySCLmrOT5xZlvS3KzSueliC7MEXXmcPLRYzalds3RBlzXiZXeI68sMbowNXkLcYZkcNn2nptNuvaj+LpvK4wI/ssvAYzrl8vwzdsV+59MNjUi6SO3mU410I7uO/35/CmxgB9gdeuov7Zbc/Rtk6RojaZ8zbI7XOCzNP+Bj/IZefVc0Z/FN9Dhz9HXpmjTMyc67e/P+tZzrgGc15v2LfnvN/I4eaWDpZ33LOc0bfnXJ9hnHVOXXrZwRmvd+zg4h0v9Vg/vmoLAAAAAKhU7sAzSfqMmX3VzC46EgUCAAAAAKwsuV+1/dGU0jYzO0XSZ83sppTSVcUndAekF0nSZG115uEAAAAAAMearE88U0rbuv/fKeljki5Y4jmXp5TOTymdP16byjkcAAAAAOAYNPTA08xWmdmaQ/+W9BRJ1x2pggEAAAAAVoacr9qeKulj1pk5bEzS+1NK/3JESgUAAAAAWDGGHnimlL4j6fuPYFn8GJAoMsGJEQin68+JasnhTPdt0TTjjbHS5TQ14W7qRaKkCT/Gpe1FeeREKkTRFd76YDrotvN6a0H0zKLvBBSXo9frlLkdTfvvrG43MmI+AuZdR8F+6+PlhU5BBIz666qwHLWNlnfcqF15bTLoHd1+JZqiPCfVxHlNYV/Xv76wnJwoDklqu+c32NZps9EU9G5ESEYsUVRX1nLWR/Xcf+DC86NrvzVRvr41HtSz12bDIg9fzzUnLimuZ2ddEA9kzVS63J72+/bmVPmLak5Efbu72t/Wq8sK+w03Oiq4fm2ub9vCYtienX6jFdRzy7vXhdFC5evCaIqct4ROmkQ7uH7Twb44lWL/HN4Hvfcbw/cbYRySt+so3cuLYQquMS/WxrtnSIvbZHE5rCtnfU7/HPUpXpvNifhpR28ZmuXrxg4uPoFLPbZon+EzAAAAAADIwMATAAAAAFApBp4AAAAAgEox8AQAAAAAVIqBJwAAAACgUgw8AQAAAACVYuAJAAAAAKjU0DmeQzGTjffmRBaXk5ep2J9b2c/JqHLzQRXkEwb5g1mZiU650ppV/sZ92xazO9urJ91N2+Plx21NROFJ5auibCwvyzHM1fLWRzlELecchjmetdLlKJ/OyzcL87zcrEZ3U7W9vK+grswJdYrOUXOqvC7r0+P+xn112Z4o5NIGOXFeBp2XiSj5dRmdXzdXK46yGmq/klSb8/Jwo8DFvpy4ejG/zN/Wy0aL88u8MrubZuV4esLryMlri+qq/7ZQzD8OX29OTpwTwxzWlddmg21bGfdBr1PyMiAlqd4XmljsC6Jrv+V0Sd46SW59ZN3LAu6+M3Jax4N67n9/Vbwmo9xDr826OZ3Ka8/+tlG+s79vj5dLG7bn8b56Ljw/uva9umz6bwn9czhgZHHPuqAevfzJnG2jHM+5tfXS5VrTv3k3J737grtpVp61uz7qU6KcT29T5zUt9Xqi/kDiE08AAAAAQMUYeAIAAAAAKsXAEwAAAABQKQaeAAAAAIBKMfAEAAAAAFSKgScAAAAAoFJHPU5lUSxKcdmJTEmNAWMvBuBFV0T7DadOd7Rr5fMUhzPfj/fWVZpY2FdzlT+nszfVdDuY7tudhjyadtubgt47B5I/1X8UPzFbfuCxKC6nb33qiUUYfkr2aFs3QiKrnv1tc+p5OdNol29bK12OpqD3YhPaI4rq8KZ67zxh+H0nr9eOIn766rJ3uv6onr1IlOFjEdz4H/ltNjxHGfFPXtuJojpqfa+pXYipyon5aAd37Ky68vabs20QtdIaL+90otiL5mS9dDmK6vDiKdpBnIr7mjLiVHLeT4QRTs4T3D5FUb8RZXQ5+81oz1Hf7vVJUeyFv+Ngfcb5bfVFdRSXvRiPznPL10Xxbe55yIhTCbcdeqXfNqJrf+xg7w3aCnFBzanh6yq6FrzrLCtOJUdQzzU3Hmjx6w37A/GJJwAAAACgYgw8AQAAAACVYuAJAAAAAKgUA08AAAAAQKUYeAIAAAAAKsXAEwAAAABQKQaeAAAAAIBKHfUczzTeG6BUXG5Pl4dnpXqQt+isrzWDUL3k5Ftl5GpFmXqad9Y5ZZIW55oWl6MsTi9vMcpijHLVhhXWs5eNFfz5pD8jsmfbuh8G5uV4Rnl8ObmWbpkqzHvKyWl1A6GyciuDNunmxA2ftRrKaJNu5l6UX+aco0FzeIvLYZafl/8b5fFltStHRsZc2G+4Ga+DZUQWM1LjNpmRP5iRITiqc+SWOch4tf77ZOGcxm0yKJfHy0rOyFkOszgz+o1w/bAy8nCjXGn3HGXUcygjz9rtc4LX25+lPEi/4WVX5uQdR3mpw+43lNFeo3ruv86Ky1m50hntOdx2RO833NHTUtsu47zxiScAAAAAoFIMPAEAAAAAlWLgCQAAAACoFANPAAAAAEClGHgCAAAAACrFwBMAAAAAUKkwTsXM3iHpQkk7U0rndh87UdIHJW2VdJuk56WUHgiPVjOlyb44lcJye7y8ONG06jJnCvoKp3ReNJ17cdMgAsbqQcyLo78+isvhdO5OXWUJYyCGWydJ5lRVNAW9tcuf0J70L4HUN715e6Iw53VUjxnTX7vnMCeaJCiz256jA7tlHnDbwnIUXVFZPEHOptE5qijaIJ4Kvnd9cYr+MCopo026135GPEGOsG1kRWmVL+dc+1GZq+o3KuWlMAWxYl78RE6MSySnnnOiDVxVxaUste8BjuX1K7Wmv23Lfc8wfMxW1Ke4q3P6jei9Sis5yzmFDmS0Ha89ZzXJ6OW2nOOGET/mLnvcdlfl9ZtxXxh2v9G+a63FK5d6rN9ycjzfJenNkt5TeOy1kq5MKf2hmb22u/wby9jXMWl2bo++cePfaf+Be/Rjj/lt1Swn2AiH7L3vdt32jU/IrKZVJ56mrY961qiLtCId2LVdt33pwzKraWLtOm39kZ+TVfXHB+juG/5DD9xxrR7+tJePuigr0uze+3Xzx/9Sk8efKqvX9ZCfvHjURVqxHrjpK3rgpquVUltbnvICNVYfP+oirTh7b7tR91z9OUnS7AM7tfGJz9FxZz1yxKVaedrzc7r9U+9We35O9clJnXbhi1UbO7pR9t8LUrulOz/1PjUP7NXU+i069QnPHHWRVoz5vbt1x4ev0Ny9O/SwV/+BrFbXfV/+nPbecr0aa0/QxgufLwuy6R8Mwq/appSuknR/38M/Jend3X+/W9Kzj3C5HlTGxqb0qHP+p9auOW3URVlRJlYdr3N+7GKd+8RLNT+7Twd2bR91kVakybWn6BFPe4Ue/tTLJEkH7rtjxCVaudqtpg7s2jbqYqx4azY9VGdfeCmDzgrN79ulfdu+rTOffYnO+pnLGHRWZM3Wh+vM51ymM59zmRprTtDqzQ8ddZFWpL3fvUnT67fozOdepqn1W7TvtptGXaQVac8t12rylI064+cuU7s5r4M77xp1kVaM+tS0Tn/+JZraeLokqXlgn/Z/91va+qJXaOKUDdp787UjLuHyDPsbz1NTStslqfv/U45ckR586rWGGmNToy7GijM+uVa1euer1mY1yfjJcRVqtYW/gNXqYxpfxRvIqtzzrS9r3Znnj7oYK96+7d/Szf/0Zu285j9GXZQVa+/t35RS0nf+8a266z8+qtQe/qchiM3tvk9j02tUH58YdVFWpPHjTlJqdb6f2ZqdUX1yesQlWpnmdt2nyXUbJUmTp2zUgW3fHXGJVo7aWKOn3c5su12rtjxEkrRq60M1c4zUdeXv9M3sIjO72syunmvur/pwOAbt37VNzbn9mj7u1FEXZcV64I7rdd0//YnmD+5TfWLVqIuzIrXbLe3d8W2tXX/2qIuyojWm1+rhz32tzv7JS7T3rls0cx+fMFehObNXqdXUmc++RLVGQ3tuvW7URVrRdn/rGq3lK7aVmTj+ZB24+7u65T1/pJkdd2h609ZRF2lFmjjxFO2/89uSpAO3f0vtgwdGXKKVqz07o9rEpCSpPjGp1sGZEZdoeYYdeO4wsw2S1P3/zrInppQuTymdn1I6f3yMN7zoNT93QLd+/R915vnPHXVRVrQTNp+jc5/5Go1PrdXuO28YdXFWpPu+81WddMYPjLoYK16tPqZ6Y0JWq2vt6Y/QzAN3j7pIK1JtfEqrNp4lSVq96WwdfGDHiEu0su299XqtPeOcURdjxXrghq9o9ekP09m/+Btac8YjtPuGr466SCvSmrPOUWrO67YPvVU2Nqb6qjWjLtKKVZuYUnv2oCSpNTer+sSx8c3MYQeen5D04u6/Xyzp40emOPhektotfeu/P6DTH3mhxqfWjro4K1a7tTB1YG188vDXm3FkHdyzUztv/qK+eeXbNLN7h3bc9IVRF2lFas0dPPzv/Xffqom1J42wNCvXqvVbdfC+zu/uZ+69S+NrThxxiVau+f17ZLUxjU3xx/kqHfqaYn1qlVqzB4NnYxhWq2nDk35GW593iWQ1rd76sFEXacWa2rBZ++/ofrp8282a2nT6iEu0PMuJU/mApCdIWmdmd0p6vaQ/lPQhM3uJpNslreiPq9rtlr5+43u0b//d+voN79FZW56s49ZsHnWxjnn33XmN9t1/h26/9lNKJm155NO1Zt3WURdrxdm97SbtuPEqSdLE2nVau5HJK6qw+QcuPPzvG//1zTr1+x47wtKsXPt23KrtV/+LavW6Vq0/Q6tOOTZutseaqZM3ycYa+vbH3qKxqVVad96PjbpIK9ae71ynNWfxaWeVjn/YD+iOT79Hu278qqxe12kXvmjURVqR5vfu0p2fep/MTMede74aa5hT4khJrZZu/9DlOrhzm27/4OU65ceeoenNZ+q29/6VGmuP14mPfvyoi7gs4cAzpfT8klVPGuqItVrpcnuyfBrgdiPIxHSyYywI8vRyHuhFVyQAACAASURBVNWWTDU96vtf0vPwoS2SlzMWZep5IVUZcRc5eXyVZXwucdx1pz9K605/VPe4/qZujmuQ9ebVR5QT1+7bNqzboyHKAutbPvG0c3XiaedKWkbOY0UZVVG9NafqpctR7qF3reRkQIbbOusf/tSXu/WVk9Xo7bc+708AM9+XlVy8rtrBLOxt526RdV0MuOlxmx+u4zY/vLMQto2hShQK8zSzdp6zcbmwb19i9cbHLjPiqqIyF3Nml3XcAfJ/KzPEyT/p3B/p/KPK229Gfmj/tj3LGVnn/ffXI6m/zGMTUzrjpzuzYKdDfV1J0dxsaCc/ctAyDbZxsH7I+02070Gzg8fWHq+tz78sOGB83KxtB8yVLi5797lQlNHsrV/GObKxuk7/hUt6Hp7adLrW/fBwwzEpL0fblni7sdRj/ZhGFAAAAABQKQaeAAAAAIBKMfAEAAAAAFSKgScAAAAAoFIMPAEAAAAAlWLgCQAAAACoVM7EwQNLZkqN3jn7i8ve9OfhdNBBTMTQoqG5O9dwxnGDqe/76+qITR0/4DTUvSuDbd3pr4PXm7Ot0za8GB5pcdROcTmK+chpz2GEiMONTInSCZxooZyoHTeySFKtmUqXWxN+ZWRNUe4VKzq/Tn1YcDG4U45nTH2vYCpzr55zYlxy2nPYt+ds672m8Frw1gURTlXdjzLiGLLKXGUySVZMU/lyTpRSGBHiRWqE/cbwx/VE0WA510J/rE3P8ogiq3L2ndNv5NybB369xXigqL9yz7+/sRelVWkETMa9zDtHUaSH12/kfBxX5f0oa1tv0wGjlIpq84tXLvXYoueEzwAAAAAAIAMDTwAAAABApRh4AgAAAAAqxcATAAAAAFApBp4AAAAAgEox8AQAAAAAVIqBJwAAAACgUkc1x1Mmtcd6x7rF5f6sqKIwp9KLjgnyy6IcSH/bIddpcV30bDrun5pUr5Uvh/mSw62T/IzIKA8oK1fNk5EVVVmZpMzMvfJ17eCq9fK8oixOd31OzlSk/xptF/Mlo0zMjPxfd7/RE3JesCNnt0Fd9ddHcTnqY92XW+V1lOPBkgOYnHV93HaXkbWadf1Gx82o51pz+G378zSLy7Ugo7md0zlU9Cf7uM9x1uWco0G3PVLXe8b7jTBPMytHPWNTL/83K6c1Y9so39nJpY3zQ51toxGGV67o/DrbhmVuly9b1B9NOPv18n0lJScvNbwvuDsOjpvTnp36sObiAy/1WD8+8QQAAAAAVIqBJwAAAACgUgw8AQAAAACVYuAJAAAAAKgUA08AAAAAQKUYeAIAAAAAKnXU41TUP2V/Ydmdzj9KU/E2DaNYqolFyIty8Oe/Tn3RM8XlMDLDqY+cSIXo9XrTn1eVTNE58PDH7a/LqG57d+6ti+b7Xv5hBlJlPedw+oVIViROTmRGTjyB1yaDqe8tiodyN7bS5SiewI1hqjC6IIxNGAELojpSRuxU1jU6oggJd7dhnFn5Ki9ibSk9baXKvs67RnP6jYzjRu3Ki3qozw4Ww9QTmTCe8YKivs6LBosq0uvbK+xTvP67yvi2MIrH453+jPtCpdeg954/vIc6y9E58vbdCLb13j97USuZ3L4hOEde1E5tfnFlLPXYoueEzwAAAAAAIAMDTwAAAABApRh4AgAAAAAqxcATAAAAAFApBp4AAAAAgEox8AQAAAAAVCoceJrZO8xsp5ldV3jsDWZ2l5l9vfvfM6otJgAAAADgWLWcHM93SXqzpPf0Pf6mlNKfDnS0pMWZmYXlnKwZNx8pJ/cu4uXxRds6WW9Rtmh/NlpxOcoD8tZXmV2YdX5zMo5yshozePuOjtv2Xm+Ye+jltPrb+jsO1nt5fOPBgfuv0WJ7zsk8Des5J2zXWRd2OeVPyMl5jPIlvf43J3MtKnPbudPk5P9GucM5r6nubTzocQcoh3uNRpl6Xp8TtfWK+sLoHKVaeeXU56K81N7lWqv4fmL4FxRfg+VPCPuUjHxJN0c7iM9zc7SD90hu2wkz1jO2zcl2z7nXZdxT3Gs02raifiMF7/T9PjY4cMb7HK89u++BJNVysnQ9VWaPutegv6n7Hji67XvHdXI6I7Ul3m8s9dii50RPSCldJen+oUoFAAAAAPiel/M3oZeb2TXdr+KecMRKBAAAAABYUYYdeL5V0lmSzpO0XdKflT3RzC4ys6vN7Or55v4hDwcAAAAAOFYNNfBMKe1IKbVSSm1Jb5N0gfPcy1NK56eUzm+MrRq2nAAAAACAY9RQA08z21BY/GlJ15U9FwAAAADwvS2c1dbMPiDpCZLWmdmdkl4v6Qlmdp46cyndJuniCssIAAAAADiGhQPPlNLzl3j47cMe0IsB8aYoD6fNd4TTyDvT/0bTqvtT3wfHbXrb+h9Gt+u10uV4+nonbiOKYvGKlRG3EQkjNbxtvanC69H89eXL7YZfpvZY+fp2wz+st21Uz+6+c6YZr3K6/r64leI1G03n7q136zHYNidqJ4xjcNpzK3i99Tnv+h3s2u9ZzonpyWlXI4oHis9R+arw9faXq7CcU1dx9ExO7IW3X39bTxgTkHFP8dpzdO278U/BddQe93c97HHD1+tFKQX3yFrTiYAJ+8m+ei7UT1RXlUV15EQLLSdIcBSc9xuDXgs966Jrv6KIvfC43rqobWT0Sa1xK13OiiPMKFN43IyIH69cUZHdKLQl2txyxmo5s9oCAAAAABBi4AkAAAAAqBQDTwAAAABApRh4AgAAAAAqxcATAAAAAFApBp4AAAAAgEox8AQAAAAAVOrophnZ4tzEnmUvhyonHycIucnJPnODiKI8vtnyde1J/9S0+3IPi8txvqS3bvhMrip5GUZxTtzwuYftRq10Oc5MdPYbHdfLigrynrLyBzPq2XtNg2bLFpfDc+Ss9+qxcxxnZca1n5UB2goO653fhn+B9tdlT15qThZnhpwsvypF7d3T6uufe5YzMtfC7NEcFdVzTn81aPZoz3KUe5hxXPfaH1VGZEZeavSeYdG+iuc0456Sky0bnV/vWgkjfJ26DO8pOTm9GTnL7r07yv727inR9ZuhqmzKuG2k8uUoMz7j/EZtZ9jj5txDvXMvSebleC7x3it6vybxiScAAAAAoGIMPAEAAAAAlWLgCQAAAACoFANPAAAAAEClGHgCAAAAACrFwBMAAAAAUKmjPvF36ovrKC57UR7RlM7u1PfRdMFtZ+7ljCmsUzAtc7tePu63mj83ujeNfE6ERJWRCm5MQEZ0QXh+U/n5bY/7ldUf1VFcDqNnqpqGPOcc5Uz1njG9eRQfkxXzkVMf3rUQ/FnOa7NRmd2p/oPjeuubk36j62+TxeWc4+ZMfR/1k97U+FFMgFvmqM/xzlHQnr3p+sPXW1UfnBHFEtZzRuyFdx7ce7Ok9lhf3FWhT36wxvR4cvqNUFZ0hdM/5/QbOTKiWKLIqpy2kXOOWo3y5ZwYl0rf142ov8p6z9i/78Jy2J69aJKcEVVOtFBG/FNUj157ttbilUs91o9PPAEAAAAAlWLgCQAAAACoFANPAAAAAEClGHgCAAAAACrFwBMAAAAAUCkGngAAAACASjHwBAAAAABU6qjmeCazJXK3CsujytXKySAbdr/RpkF+2aI/GRSrMcjl8fIlq8zTdOsyI78sp8xhPfeX62i10YwMspzzm5PJ5eaX1QbMLjxS9ZyTjTUiUQ6cdw5r8/4Jbk32dvnFfL6srMZITobkMnLByo9bXujo2vfyf8PX4+TEVdmHuJnFQfZo3nHL1+Xk8LbGozDd8uUoRzkrFy+D239H2c9eu8vJpY36Z2+3VdaVl5Wc87FJTh+blUsbbNv3mnquqyo/JqooGzwnL7Wy9yJanMHek/+bc9zovZmXZ13ltZ8xxskaE5TgE08AAAAAQKUYeAIAAAAAKsXAEwAAAABQKQaeAAAAAIBKMfAEAAAAAFSKgScAAAAAoFJhnIqZbZb0Hknr1Zm09/KU0l+a2YmSPihpq6TbJD0vpfRAtL/+qYqXPXVx8Lz+6ZEH2bY252zqTamvvGnIven8k0U5EOXLYUxAy9l33d/Wq+foXLqRKBnTbkdxC+G+h5RXz/6+3Wm3o4SBnHgZb+UIpt1elpy0Dacu4ynZy9fVmsGBvbqK6jknmqSvPysuW9u/gGvOddSO2rOzPkV3oWY1kShRe/X6jTCGyc0JCLbMiJBw++eonnNiIBy1qJ694wb336rqWVGET8Op5+AceffJMErJbZPDb1ubH/C+3/N+Iziud36j+Ilxp0zOus7Ohz+u13aivt1bP2g995QzKzbOX++1yTDmI6O/yonJc8/hgPfQ4rGy2nNF70Xijf3VXpvMug8u0U8uJ/5sOS+1KenVKaWHS3qMpMvM7BGSXivpypTS2ZKu7C4DAAAAANAjHHimlLanlL7W/fdeSTdK2iTppyS9u/u0d0t6dlWFBAAAAAAcuwb6cNfMtkp6lKQvSzo1pbRd6gxOJZ1ypAsHAAAAADj2LXvgaWarJX1E0itTSnsG2O4iM7vazK6en98/TBkBAAAAAMewZQ08zayhzqDzfSmlj3Yf3mFmG7rrN0jaudS2KaXLU0rnp5TObzRWHYkyAwAAAACOIeHA08xM0tsl3ZhS+vPCqk9IenH33y+W9PEjXzwAAAAAwLEujFOR9KOSXiTpWjP7evex10n6Q0kfMrOXSLpd0nOrKSIAAAAA4FgWDjxTSl9QeSLSkwY5mKWk+mxvaExx2cvAaTf8D2dbk862QdamlxVWmwtCbpx9R7mWtbnhAybHZlrly0GMTnKy3tpOPpkkNSfK17lZqpLqToZVlG/liXKIxg6U13P9YBDK1feSivUcHbfu1EdrMqhnJ7swJzu21qyunid2ldfl2L55f9/N3q5obH+hnoNcqNZEed/QGg+yKZ16jrIpvWwsr61LfnuPssAae8oP3Ijque8cNvYs1PPYPr8/anv17KyTpOZB51pw+hTJb7N1J4NZkpSR4zm+u7yex3fNutu2Jnvb88R9CwUd2+83LK+em5PBffCA056D/tnPLozyUofbrySN7y1vd+O7/fY8e0JvmGNjX7vwb/+4badviOrKuw/m5PGF9ZyRtTo2W/6EifujC6nX1M6F9t+cCtrzuNOep4bvN8L7YEamYs275wT7rc+VP2Fqh99vtCd663Lq3oX23zjg13Nrorw+ms46SWpOedeCu6kf/l1hvqRXz5P3B/eyvmt/otAHWXABj+8rP24reP/s3eu88yf5/UrN7ybd9hxtO3awfNvxu3Yt67FFxwyfAQAAAABABkvOX4SPtLVrNqVH/8BlkqQrr/qto3ZcAAAAAEA1nvbQXz/873+9+Y+/mlI6v/85fOIJAAAAAKjUciYXqtSTHv/7h//t/RYg/o2n91st/7vTYwfLv0xec34X0XnC8L/xbOx1vlwdfBDdnux83/9zn3udJOnHf/yNh9c1J/3fAuT9xnP438WM6jee485v4sb2+19wb011LpGl6rk1Efy2Jec3nk49P1h/4zn5wPC/8Tz0m7jPX/mbkqQnPukPCuuCaz/jN57e7ypW4m88m9MNSUvXc/TbtKzfeDr1HP225Vj+jeeV//nbkqQnPe73Cusq/I1nRv98LP/G8z//qfNX9sc984/9gxXk/cbT65+XXYRFRvUbz8l7lvcbz3/7Qqc9P/mxC+250t94Or89XMm/8fz8v3X75ycv9M/NaX7jWXQkfuP5hY91+o3H/vRCvzG32m+TXrm+137jecJXFlI0/+Xm5fe9fOIJAAAAAKgUA08AAAAAQKWO6ldt7eCcGjd8t+ex4rJNTZVumybHS9dJkmrOGLrtf2Zv89535oLv23n7DiZuSvv2l69sBVErjd76GL/ujsP/npgM8gnGyl9TGm/423pfXfPqMdhWreB7Fd62FnxFYc75GlHTL/PYeG89T9y0bWEhqiunTSbnHHQOHKz3RHU5JJsNvo7lrE9BmRr13rqavOHOwoLfnlPD6ca8dZLSeEYX6Fz7UQSMK7iO7MDB0nVpZsbdtr9VTXzj1oX9TjqZVJLfJr3+V1KqO+ujPtYT9ZNO32DNYNuZ8nqO1Pr6lcZNC/1zw4Kvck0497qgX8i5Frx+w+b872PlnF9338E5aDR6++DV39hW8swleGUOuPUc3Bdspvzrlm49Snnvc7w+OKjn1HetjN181+F/N6L7oFNX4X0wuLe7vH1H7xmceraoz/Guoz1Bxk9fuSZvWKhnjQXXr1fPE/45Sjl9sCdozt59MgXnyItB9K6xpay5ZuEro1FdeW0nej+Rxpyfq6zyj1ubLW935qzrbOyUqeGf+/r95eOU1i3fWdZjAxQHAAAAAIB8DDwBAAAAAJVi4AkAAAAAqBQDTwAAAABApRh4AgAAAAAqxcATAAAAAFApBp4AAAAAgEod1RzP1GqpvXtPz2PFZdt/IGPfFWUXRplc4+WZa25+pORn0AW5eLVVq/rKsVDOrMzTIFernZF7WNvnZAxOBH8Dychc01z5OYyy/NJUN0OyGw+Xjl+zsC7Ie2pPltdVe8Kv5+bk8BlkY/vLcyBTPcjGapZfRzVnnSTVDpS3d5v1synbhzLItneX151weF0K6qo1VX4evNwsSWpOefXsbupmkFkU49kuf8LYjN8mrbWqdF19r59f1lrV7Rvu7S6ftWmhSFP+td1qOLm0Qbtqjzv5ZeNRXpuzLshL9cpVn/Hbs3cevEw1qXB9f77zv7lzTz+8ruVd25Jak+VlbjX8umpNOBlzQb9Ra5bXZS2IicvR2Fu+8/pckE156Dq6vfO/2Yeccnjd/KqgPXt1FbTnprutu6nGDnrZhf62yenOoj5nbKb8CVN3+zmerUN9w5Wd/80+csvCuuDe3ZoqX98eC+rZuxaCuHJz2qy3TvLrOboW6rPl9bzqrjWl66RC39B9vzFzzkL/PL8maM9OP9oOoilz2rM5l6i3TvLPg3edSH57n7zXzx0+7Nud/x3cetLhh1qTQXt21reDuvLOUXgf9Oo5uPZr806fE/ZXU6XrjttfeE/fjV4f27Rx0WOLyuMfEgAAAACAPAw8AQAAAACVYuAJAAAAAKgUA08AAAAAQKUYeAIAAAAAKsXAEwAAAABQqaMap2KTk7KHPKSzcG33se97yOH1yYufGA/iJ1Z7kRnBtMxOtEFtbvh55L1oCkmqORETdtCfDnru5NWdf3SnK547ozCN/Nog5sOZtrkZTI0+P+1Mux20ptr82tJ10bTbck5hLYhUmNhdfg4bu/16nl/TrcsbOv87sPX4hXWrg2m3nSnKvenLJam5avip0WvzzrWQEYtQD6Y3n3qgfNrtKPbicLm6/cKBrQttpTkVTbnvRXW4m6rptedoGnlvuv6gPXvTm9f85BlN7C7feWO/nzEwv6pbV1/u/G//5unD66J6zpqu36nnaFtz6iOnPdfm/RM8sbt8fTTVf38cx8wpCw1xzrm2Jak16awLptxvlV+CbkREZ335vqM26cWAhO35/vKNp+/1T3D/tX+gUM/zQT177T1qk16URzu4D1rbqeeM9hxdC+N7yttsfdbvKPsjU+aOW3iROfUctefmdPm6qG/3Iiai2Bo3niKIrhjf651fv39u9/UbB09aaIizx/uF9s5D1J7bTl22JqJssHK1+aiinXXOdSJJdSc5rDnhN47+e/veLQvPz3nP4NWjJLWc8xBt676niOJUmuVljvqNMScFcc264xYWumOR9hKPLSqPf0gAAAAAAPIw8AQAAAAAVIqBJwAAAACgUgw8AQAAAACVYuAJAAAAAKgUA08AAAAAQKUYeAIAAAAAKhXmeJrZZknvkbReUlvS5SmlvzSzN0j6ZUn3dJ/6upTSp719pZqpPd0bZFNc9rI6W9N+UdsNJ/PHWxewST/rzcuDcrOgJI3tLw84q4/5fxNoT9RLl/sztxZt69RHlEHm5S5F2VjhvofUcsOgpLGDTn0cF2SejvXuu5iBGmaQOVmdUWaT266C3CUvfzLnHLjXmKSx2fL1E7v9i6E/87S4PD8d5aWWr/Mya6U429Dd1qnncL82/DU4NuO9psGyZYvLUbaslwUXtY22140GmaduXQZ9jrdtlDvcPlC+83kn81JanA1dzG8LMyK9vFQ/BtB/vUEu7bD7jdYHcXxuXxi2q7Hy5eg68tZH/bPX7qL7vifsn519O11KuO+onr1+oz97cqDjRvdBp12F2d9esaJ+Y/i3jO713QrquTnZu76Ymx6933D756Bd5dwHvTaZ6kHeccZxvTzc8PX29xvF/rnKevbWBx2Hl7McaXv1HGaOOyvTEmVe6rE+y3kb2pT06pTS18xsjaSvmtlnu+velFL602XsAwAAAADwPSoceKaUtkva3v33XjO7UdKmqgsGAAAAAFgZBvqg28y2SnqUpC93H3q5mV1jZu8wsxOOcNkAAAAAACvAsgeeZrZa0kckvTKltEfSWyWdJek8dT4R/bOS7S4ys6vN7Or5+f1HoMgAAAAAgGPJsgaeZtZQZ9D5vpTSRyUppbQjpdRKKbUlvU3SBUttm1K6PKV0fkrp/EZj1ZEqNwAAAADgGBEOPM3MJL1d0o0ppT8vPL6h8LSflnTdkS8eAAAAAOBYt5xZbX9U0oskXWtmX+8+9jpJzzez89SZTPk2SRcv54CpXitdTl6ESNuforc266wPpiHOmTrbnHm5w/160w4Hc6MvivkoLmdMFR5NBe9FedSCbbOm7M44R+55CKMcrHw5KlNOu/KmKB9RPUbbutPqB23Dbc+Rqup5+N1msWVMR16m1gpia/ovhuLTw8iMjFgq7zqrMNrA33Gw2qmPxn6/42hO9d/nCvETUdv2IlGic1RRXcX3MmdVVGan34jiJ7x+I6pnL9oger3e+rCuKopiybpHBpEoi7qNwnIU0+P1GzkxPeG23rvbCjt3r1z9cSmLtq2XL8cRXc5+q4xT8c5RtK33hIru69LiiKdie3ajvxTEqIXblhcs6jf894QDvuCCWvAe2L13L7UuijnS8ma1/YKWbgJuZicAAAAAANKAs9oCAAAAADAoBp4AAAAAgEox8AQAAAAAVIqBJwAAAACgUgw8AQAAAACVYuAJAAAAAKjUcnI8j6j+jLrispdfZ04OTecJzrog287dNsqu8zL3MnLv3ExTLc7dKi7n5D1F3HykKA8oJ+vNK3N0ep1y1eb9QrcmM/4248W05mQnRYf1cuKG323e+R0wR6xnOSfnMcpqrCpTL9o2Y99e27Dm8PsN8we9vLYgv6wqYfZZRddRlLPs5R5mHTfq67xrsMpgWq+bzDgHOddgmKnn5R5m5EuGf8536iMnyy/nPjjo6y0uh5mnGVmcrozjhv1CxjXoqTk56JLU8tpsznuksK5yLrSMTb1zVGF/1Z9HX1yOjpvVb3jnN6OfjOT0G+772CVuKsvJIecTTwAAAABApRh4AgAAAAAqxcATAAAAAFApBp4AAAAAgEox8AQAAAAAVIqBJwAAAACgUkc3TiVJ1hdt0rPsxJ7UgrmGkze9fc4U5cHcyikjMsWbkr81FZya/k0Ly+26X6a2s+vo9bhTo0dVkTENdU4OiFvmoK76p78uLod15UydHZ0jd8ruaGp057g509cHCRL+vgec6r+4HE/XX/6EMFLBWx/NCu51STm5NeGF5MROBVOZ58TWtDPaldsmM2IvoliEtlOuKNrAiwDKip/IaJM5MR9VRlfkbOu1K+9etdT66PlFWfXsHSfjPhhuG7RZj/eaovuR934jispqN5x1GdumsaCv8+6hUfyT1+dE/YZ3PxqwnywuR3Xl91dBXeWMBLx6zthtJKs/69+2sOy1OUl572MdYeScFzcZRcB47wuia999X7fEfolTAQAAAACMGgNPAAAAAEClGHgCAAAAACrFwBMAAAAAUCkGngAAAACASjHwBAAAAABUioEnAAAAAKBSRzfH0xbnJhaX01j5OLg9lhMkliHKanQzffxta1F+jqM5VStdnp/299uaKF+XKqxnN54wymrMyPJrHSjf2IJAr+aElS43p/zjNieryZfMyT0M69n5U1SUX+ZmrgXXQmvcSpe99ipJrUnnuEFdDZL71y9qd+62Tl3Wmv62/XXVs27C/1tiq689F5e99ipJbec8hBlzGVmNnqhNuplrwbZePTedNidJzSkrXfbaa+e45evazjpJSvXyDLUoY87LgqsyA7Q9U/6E6L7fXx/F5aiu3HzJIMsvq54z8n/dfmM+yu/2+g3/uK2++ijeB9uN4d9veH1KZ9/l9ezlv0rLyOqsSG22fF3UrnLug81pp02G90Hn4q/wrbf7fiO4v5pzn4zqqv9aKNZzeI4mnTYZbOu15ypZy3kPHJSp6fQrrbWLb2ZLPdaPTzwBAAAAAJVi4AkAAAAAqBQDTwAAAABApRh4AgAAAAAqxcATAAAAAFApBp4AAAAAgEqFE9mb2aSkqyRNdJ//4ZTS683sREkflLRV0m2SnpdSesDdWc3Umuw9ZHG5OV0+53M0ZXc4rb67sbMuY/bjMPZizovb8F/vfF+cSnF5fvVgU9D3HDf4U0TWtPoObyr/UBSn4sQiDBpd0TO9ubNfKYifiKZ6d2N6/E3ddpcTWxMct+Vco2FdNcqXo2s/Ob1YGPOR0Z5ztvXSZVLQnr3z650DaXFUR3E5jPlwY5j8C9iNnQquBTfmI+pjnXMUxk94cRtRPIHbnv1tvfbsxXhIQXvPuPazBH27d47i+5GVLnuxNFIQWRW0Z+/8R9Xovt5gY6862kE9e+0ujJ/oe73FfUXbeu25NR70GxnnKCtOJed9nxdbE/TPWf2G0ziiGA+3XwkbZTURIWF/ZE4MU/T+eXX5chiJ4r3fiOo5J8DS23XUtzvXSs0Zh4T7XqrTiToiLe8Tz1lJP55S+n5J50l6mpk9RtJrJV2ZUjpb0pXdZQAAAAAAeoQDQb5VcQAAH51JREFUz9Sxr7vY6P6XJP2UpHd3H3+3pGdXUkIAAAAAwDFtWV8WM7O6mX1d0k5Jn00pfVnSqSml7ZLU/f8p1RUTAAAAAHCsWtbAM6XUSimdJ+k0SReY2bnLPYCZXWRmV5vZ1XNz+4ctJwAAAADgGDXQ9BgppV2S/l3S0yTtMLMNktT9/86SbS5PKZ2fUjp/fHxVZnEBAAAAAMeacOBpZieb2fHdf09JerKkmyR9QtKLu097saSPV1VIAAAAAMCxazmT+26Q9G4zq6szUP1QSumTZvZfkj5kZi+RdLuk51ZYTgAAAADAMSoceKaUrpH0qCUev0/SkwY5WDKpPd77IWtx2cvr68/rWsQJe0tO3k9nUz93ZnZmt278r3fqwN6d+uFn/i8lSddd9Vbt33O3znviKzW1et3Sxw2yhNqN8g+co/yynLynKN/M45UrzOLsWz+/d7fu/NAVmrt3hx76mj/Q/J5d2v6J90tmaqw5Thue9QJZLf42eHB63cy1KCuqPwusuBxlMrnnMDpuVrZd73Jzz25te98Vmrtnh8767TeqfXBG2973Dlm9rtrEpNb/3C+q1mhkl9kLp8zJ8Yzq2T2/GVluUduwvrzN5t7duvPvO/V89mv/QFbrHHzvjd/Qzs98XGf937+zrH2Hr9fLlwxyafv72OJymInpZIGF23p1OWC+ZHPPbm1/19s1v3OHzvjdN8rqdd36O7+l8U2bJEnrX/RLqk9Pdzd29hvkz7n3nKhb6l9fWI7qqu3Vc0YO3KC5s83du7XjHW/X/I4dOv33O/U8c/M3tevKz0kp6cRnPVMTp22Od5TR14WZeuPOcnRf8Or5KOb7Nnfv1t3v7NTz1t99o+Z23K37/qnzBbLmAw/ouB99nI573OM7+/ZylqMbsHejjLKD+/qN4rURXvsZudLhevfAvYvN3bu1823v0NzdO3T6H/2+ZKZ73/f3au7aJavXdfIvvlD11aP9OZj7fiPqr5wszij/163nAXM6m7t2656/eafmtu/Qlj//PVm9rvs/9I+a27ZdYyedpJNe8Jxlva+L5GRDu/vNyEmPt/VuSP62s7fdrgc++gnJahrfcppO/Nlnafe//btmrr1e9RNO0LoX/rysXlI45xzG9+7yirYlMjuXemxRccJnQI3xaZ372Iu05sQtkiSzmr7vMS/Wuk2PHHHJjm31qWlt+YVLNLnp9M7yxJROe95LdfqLXq7G8Sdp37dvHHEJV4ba1LQ2/dIlmjzt9MPLp7305TrtJZdpYuNp2v/NG0ZcwpWhNjWtzS9cqOdD9t54jcbWHj+iUq08talpbXzpyzSxeaGexzes16aLL9Wmiy9dGHQiS216WusvfpkmtnTquT0/rz3/9SWtv/hibbj00uUNOhGqTU9rw0UL9TyxcZM2XnypNl58qcY3bND0wx8x4hKuDLXpaZ166cWaOL3zPm7urm2yel0bXnGpVl/waO3/6tdGXMKVob5qWqf8ykWaOKNTz7PfvUOp2dT6V16i8Q2nauZa3m8MY+zE43XqKy7W+lddqta+fTr4re/o4C3f1vpXXabxjRt04JrrRl3EZWPguQy1ekNj4wtvZsxM45NrRliilaE21lB9aqFe61PTqk9OdVfWZNFHmViWWqO3nq1WW/iLY0oaP2npT+wxmP72LEn7brlBq858KG35CKo1GosGl3M7d+qut75Z9/3zJ5WCb7Bgefrrefa222RmuvuKt2nn+9+v9uzsCEu3cizVniWpPTer1t69aqyjfz4S+ut57PjjDn8K3J6ZUW0Vf7A6Eqyvnpv33qfxTRskSY3TNmr21ttHVbRjWn3tWln3m2lWq2l+23ZNnn2mJGnyYQ/V7G3fHWXxBsLAEw8683t368BtN2vVmQ8bdVFWrIN33q7b3/omHfjOLRo74cRRF2fF2vONr2jtI39w1MVY8ba85je18WWXqX1gRgduvH7UxVmRWvv2qrl3j9a/9Jc1uXWr9n7pS6Mu0op24KabNPVQ7oFVqa1apdRs6q43/rH2/u8vavp/8A22KjROOVkHb/mOJOngzd9S+8CBEZfo2DZ31za19+2XTU2pNjkpSapNTap9YGbEJVs+Bp54UGk3m9r+Tx/Q+qc/7/Bv5HDkTZ62RVsueZVWP+KR2vO1/x51cVak/bfeosnNW2X1jB/mYVnq09MyM02fc67m7r571MVZkWqTU5o84wxZrabJhzxEczt3jLpIK9qB66/VqnP/x6iLsWLN3PRN1aYmtel1v67jn/YU7fncv4+6SCvS+OZNamxcr7v/4m+UDs6qvpZvCw6rtf+A7v+Hf9RJL3iualNTah88KElqHzyo2tTUiEu3fAw88aBy9z9/SCf84I9o4uT1oy7KipWaCzPQ1CYmZWPBDB4Yytw927X/5ut1x/v/VrP33K17Pv/pURdpRWrPzSq1O7OjHPzubWqcdNKIS7QyTWzerPkdncHm3La71DiRb0pUJbVamtu5UxMbN466KCtarfuV0NqqVYffxOPIO/4ZP6H1r3yZaqumNXXOw0ddnGNSarV073s+oBOefaHqa9dq4vTNmj30SfI3b9HE1i0jLuHy8af4ZWi3W7rhi2/X/t3bdf0X367TH/E03fWtq7Tnvls1s+9ebTr7CTppwzmjLuYxJ7VauuODl2t25zbd8YHLte6xP6F937xW87sf0P1f+U+d+OjHac3D+ItvrtRq6a73Xq7Zu7fprvdcrnVPfobu/cwnJTPVpqa1/md/YdRFXBFSq6U7P3C5Znds053vu1zrfvwZOuGCzmyUt7/rr3TyE58x4hKuDKnV0vZ3vk1z27dp+9sv14lPe4bu+dhHVBsf19iJJ+nEn3jqqIu4IqRWS3df0annu992uU54+jM0edZZ2vaWt6g23tDJL3jhqIu4IhTr+VB7bs/MaOqsh4y6aCtKarW042+v0Py27drxN2/TCT/5dM3v2KHtf/XXUkpa9ws/N+oirgip1dLOt1yh+Tu3a+ebr9Dxz3q6Hvj4p2RW0+TDHnJ40iEM5sD/uUZzt9+hBz7+KUnSCc96uiYecqbuftNbVD/hBK19wuNGXMLlO7oDT/On82+PeXEqwa7bGZN3BNtafUznPO7inscedtKLesq11Gzk3uuRJDdtZcAp6HuWM6oirmdvZbDzvvU2VteWF1zSOW533dm//ge95Tn03Iz5Qrxt21Ekiju9ebBtxnTfWXEq/VN212va9JKXdVd2/rfppZf1bnPoH16Zo/PrtI3WZLCp1y9E37j2ynwUYxFUq+u0X+y050NlOlSvm1/yit7Z0r02mVGudhDh5PUb4bXgtckqYxH6d1Wva+NLe9vz5lf8au+TokqUsr7v05wK4oHq/rIrp/92jhP1of3n0Op1bbj4Zd39djaeOHOL1j7x8QvbdE+Au++w73ZimCaGr+fw+s3p63LOUf+2Y3Wtf9nLFj1v6hHft6jqvMMOGrPVsy6K+PHi2yqMUjqSrF7X+kt738ed8j9fXPLkasoQRrB57zcy3jNUGlvTv6t6Xaf+Sm89r3/lJZUfd5D9Wqt8ud2IYraclTnfIQ3KvOqCR2nVBb3JlhNnbdVxT31i4ZGSsjv3w5y+bqnIsTD6UnzVFgAAAABQMQaeAAAAAIBKMfAEAAAAAFSKgScAAAAAoFIMPAEAAAAAlWLgCQAAAACoFANPAAAAAECljm6OpxZnvBSX/ZypKBvGyd6xKNuufFs3t1J52VhePk6UAbpo2yOUhxTmZbpBYsNvO2jGXI/gzydePmGtGeTEefmSjf5n9/LOf1bmmtNeJfm5S4PkCfbvNjq/3msKtvXy+KqsZ1fwguM+yeG8JpsbfrdRFmdOvxH1hQMdtyDvHGUcN+P19OfAhcctLGdd+8Fh/f1m5NNFudIZ9wX3uFG/4eRLhpmJzvowM7E/K3kAOZnUyanoQTMie0TXUf85KizH7dl5wVFdeOuj7HanoqPzm5VX7hg0+7tnOeonR5TjmbwGnfO+NOP9ZGvc39TrN8K+zrn2w/dmbha2v61F7d3jtffoPjjg+/bl9G984gkAAAAAqBQDTwAAAABApRh4AgAAAAAqxcATAAAAAFApBp4AAAAAgEox8AQAAAAAVOqoxqkkWzyNdXHZiyfoj1voZ0FkSrB1+ZooTsWLcgiK1JooH/fnRAxEZfbW5xw3jOrwZt3OyQnIkDO9eXR+s+IJvGm5M44bldkTXWI5+/am64+nN/fWDR8hEbbJNHyjdTcNopTceo5iIGrly2FESG34zIycyIysuBWH5ex3wDKnAdqzKypzVdEGkYpitsLDpvLlsH92I7qGj0WIZHQb8irTgor03kMNGvFzxNpz1rbDx4pFcuJyvOM2p4LjjpUvh7cj7/WG10JGv1FVv5LRb7SDOJVF45BiPYd97JDrJP81ZcS4hLxNB3zP0LNuiTIv530gn3gCAAAAACrFwBMAAAAAUCkGngAAAACASjHwBAAAAABUioEnAAAAAKBSDDwBAAAAAJVi4AkAAAAAqFSY42lmk5KukjTRff6HU0qvN7M3SPplSfd0n/q6lNKng52p3ZfVWVx282KcjM9oW4uCs5zVOZk+KQg+9LIaw+P2Z3EWlqM8Pnd9RvZZdNysfMmM7CQvt7Q56W/r5pflqDDbrqptw6y3jJy4/oy54nKcMZdxHbnXb7BtBjdrN6xnL3e4wkBcb9dBZXnlivJ/cyIiczbOyRb2+o2svi4yovbs3hdysu0GPG7PcnQC3fY82HEH4TbJrLbhF9qcnYfvVbw866iPzbln5mQmVqXK4/afwsJypVnno6pLT3Qf9Dad97dt9e+7uLMq33u52cEZx414x/Xei0TbDikceEqalfTjKaV9ZtaQ9AUz++fuujellP70yBcLAAAAALBShAPPlFKStK+72Oj+V+XfXgAAAAAAK8iyPtw1s7qZfV3STkmfTSl9ubvq5WZ2jZm9w8xOqKyUAAAAAIBj1rIGnimlVkrpPEmnSbrAzM6V9FZJZ0k6T9J2SX+21LZmdpGZXW1mV8/P7lvqKQAAAACAFWygn7OmlHZJ+ndJT0sp7egOSNuS3ibpgpJtLk8pnZ9SOr8xsTq7wAAAAACAY0s48DSzk83s+O6/pyQ9WdJNZrah8LSflnRdNUUEAAAAABzLljOr7QZJ7zazujoD1Q+llD5pZu81s/PUmWjoNkkXL+uI/VPzFpbbY+Xz9vbHLSzarTfdUTvKCPFX+weuar9RPEH5chRrUnPWhzMrO3+qCM+Rs/OcmBI3mkJyz0N9Lti07zXVmoXjZsQxRK83q66cbaNoA+8lRfUctbuhRdeRExMQRSm5a0c0xXxOpMKg7aqn34iuo6azLrj2k3OnCWOYvH3nTF8fvF73PAwY4dRTz1G/UVE/GRpRe/fqI6qr/ntZcbkVXkheBx3cf1vOtjn3srCvG3JdtD4nHibjvhCeooy6dK+VMGpn+Dd23qbR+43WeO9yT91F/UZGPXtRO2HEnhNnFsron91TOGAfG977lrvvKq/Bqvr+jNPXHl98c17qsX7LmdX2GkmPWuLxFy2zbAAAAACA72FV/v0UAAAAAAAGngAAAACAajHwBAAAAABUioEnAAAAAKBSDDwBAAAAAJVi4AkAAAAAqNRycjyPrP7MmMKyl41lUQChd8go287JPwpzAL1yhdlJzrqmf9xa0/qWi/8OylwvL1hGRGS4rXseBslR6hPmiOXkLnn7DfIHvczT8LjOOUpBBpmfaesf1m3OzcGyZQdRmy9fbjeCbZ18ySjC1220UX6ZV1cZmaZxLp7TTw6YqVdc7j8H/dzzENWzcyLC9uy9pigyzMu0zeg3rB2V2fqWl1emaH1U5uTUs0V5e8PHWrrlyslZDvurjPbs5cNm9RtV5RlLbl31t7lF6zMyBL281HZ0H3TuG7XgRuidfve9l4Ks1Yz3k1FluX3/gNnfxWXvPidJyanndvDmLLkNy9/W3GDp4LhOnxS1Z1f4ZrR82YJ6Nue9WXRc9z1D9Hq9/jt6P+m+V8kYWzUWv+ClHuvHJ54AAAAAgEox8AQAAAAAVIqBJwAAAACgUgw8AQAAAACVYuAJAAAAAKgUA08AAAAAQKWObpxKSouiPorLNXda32geamfLWhQD4UzpHMZtZExxnKE/5qVnOZr7PuvA5aui2BqvWN7U9p0nlK8KZ+v39h2co/ZY+XJUZq8+UnDltevDT2/e9sqVNUO5X1mtCWc69zH/wP112bMcvV6nLsM2mbGt1/DCbR1RhJNXz4NGSBSXwzb5/7d3fzFylWUcx3/P7J9uW1IRsaTSajHUP2iCGGJQjCEiEaFSvFBqQtJojDcaQTQE9MIYYsKFIZj4JyGINMGAikQaEoimSPQKLRIjWgkNIBQqxX9gkdLdmceLGenZ2T3PszNvz46z/X5uuufMnnPeOfPMe87b2Xl/QZyKTyaxCNG+k3MV1/PwnWwYA6C4zdFrsNi2A/Ub0XnO6nmq/nx41KdIRX1DGIswGzc6qqvOdHzc9qr65SyGKXzvl9RzVpMlMVvRYZMYiM5U/QvcHvA8z80c/Tmr5850UJNpn1O/bfgaSFLBNbQkN649U3/c/hi8fv33SNW+L7/fCM5zFqUU7DvdNnpK2bYBT27swv45ee/3t3mQ+43oOWXnKuqfS/rfEmGbJB1ZV//Ys+dWOoL769f14xNPAAAAAECjGHgCAAAAABrFwBMAAAAA0CgGngAAAACARjHwBAAAAAA0ioEnAAAAAKBRDDwBAAAAAI1a3hxPM7Wn54fVVJfbQc5UmslVkNUYBkxm2ToF2Tv956Kq1Y63reZoSdLsmqP7mlsdN6o9U/9YmhUV5j3F20bnqh1kfUmSBecjzn+VZtdGAaLhpgty5KrLWU1GzynLLwvzUpOaizLo0ojXgqzVLNswPGxfkwc5z2HWW5rnVfAaBUqidLPjto7U73zy5Xjb/ry+udVHf84yE0sy9cJ8ySybMno8y6aMJH1s+/DwL2LYb6xKMiJLsguj937JuSrI8vNWHMjXCa6DYd8tqb16frvm1hxdTvMlw36jwTy+gmzDiCdZye2Z+sctuYYuyKWt9KtRTqe0MAO0KstLLcqlLTnPBR/JdILr4FzS51hn/rbz+o2Se7PkPIfPdzIJ1AxeByvK8UxqMqjZuSQ7uP89Orf22PQbWSZmeL0qyVkuybNO+quJ17xS+9j1H/3J0YXreut23Prqqo9dt/h2fOIJAAAAAGgUA08AAAAAQKMYeAIAAAAAGsXAEwAAAADQKAaeAAAAAIBGMfAEAAAAADRqyYEBZjYhaY+kZ9x9q5mdJOlHkjZLelLSJ9z9n9E+vCXNrZ4/1q0uR9NuR1ErksIhdBZtEM1EXBKLkGnNBtMyz8XbdvqmTq8uZ3EMUTxBOl1/tG3JdP1ZREg0Vbgn8QTBNPPZLNQLppEfIGIjrKul72bhtln8RHQuG/yvpmwa8lDfjO3V55hOm9/UezQ5bPg6lEzln8xv3g7iOLJYhP74iepyVldR7WfT9Yfvm+xchX378LWRv/eD85xcj/qn3K8up3FIBXUVvlcKzlUeKxbte7CojqrWgBES1eWi85xpKNqg7LjxplH/HN17dfc9/zlV3+9pvx/UbNa3e1TvBf1GSTxQyXVh0HM1r18tiKuz5M3gFkSmZPfPBTVZErcSSe+RJuv75zwOKXis5F6k4Fwlt8CygsibE9f9p/axi9ccWtK6foN0vVdI2ltZvkbSbnffIml3bxkAAAAAgHmWNPA0s42SLpZ0c2X1Nkk7ez/vlHTpsW0aAAAAAGAlWOonnjdKulrz/yDuFHc/IEm9f9cf47YBAAAAAFaAdOBpZlslHXT3h4Y5gJl91sz2mNmeucMvDbMLAAAAAMAYW8pUKedKusTMLpI0I2mdmd0m6Tkz2+DuB8xsg6SDi23s7jdJukmS1p68qcFv3QMAAAAA/h+ln3i6+7XuvtHdN0vaLul+d79c0i5JO3q/tkPS3Y21EgAAAAAwtkomFL9e0gVm9pikC3rLAAAAAADMM0AqoeTuD0h6oPfz3yWdP9D2LWlu9fx11eUobzHLPyrJ5Ar//jfL5Sn54+EkqzPU/3yruYdZhlHweJpt11ROUcF5TJ9vVDtBfJWkhW2uLGeZnuFxk/PYibYtyT0syi9LssCirNUsi7Nv39Vcuc5UsmlJ7mHwlNI+JcyYS7YN5Flvw2/b/5zm56Um2wa5lkUZrml/FWVTFhw3yz0M3t+d6cFyS6vLWeZpnANY0FGmOYANfRMmy2oMaic7z+F+C85z0X/Jp5mn0WMlr0GSlxr1zzPxcftjHqt9cpP3ZnEWZ7ZtQQZoJL0ORv1V8hr1PafqaxblCmfH9cnkRifad1GGb7JpdP1Ns0eHvx6F18G03yjISg62TTNNg8dbBfWcbbt2+kjtYxO28E242LoFx8ybBQAAAADA8Bh4AgAAAAAaxcATAAAAANAoBp4AAAAAgEYx8AQAAAAANIqBJwAAAACgUQPFqRwL/ZEp1eUwnqIgIqREGhOQxXEELMwmKZiuP2tzNIV1Og11NGV3wXGz1y86zyVxKtlhp+qXs2m3oxiQLBYhnEk8e74lU6NH+03P8/BTenemvHY5rcnguFnkTUkkSmMxH0mf0pmo33kri/iJppEveB+lr33JtuF+C+I2ksej+ILoNVj0WNVYhCQiJDwfSZ8T1nNyrsLp/JNog4i3k8eDdrVXxcftTy+Yd56zGKbp4I2W1VV0rrLMsSzaYlid4evK2nGb26u8fjmNJSqInYpeh5J6TiIkLIjF6MwljQ7Ox6DXI69eB6eS1zeq56zJUW1MJPUaPN8sIqQVRaKk17L6i8qgUUrVfiM7z2G9J9tG58OSfiHcNtxSslb9vtM4lan6OJVh8YknAAAAAKBRDDwBAAAAAI0y94I/cxrQmvWbfMtlV0mSfv/tq5btuAAAAACAZnQOnP7qzxMb9j3k7mf3/w6feAIAAAAAGrXskwv9z5mfv2HBuuNtcqGJ4Du7rdn4k+ho0oX2THzc6DxnX+juBF9CH9XkQtkXq6derP8NSya+iM5lNknISptcSHPxxtMvDL/zkppcaZML2Wy88cRL9Q2bPJxMEhLUbNbXRfU+jpMLKZlQZeJQUAAFk+10ZuKLxsqbXCjetvVC/Zs0m/QmmJtkwYQ4C9o1qsmFphqaXGg27rBah+rfhK0jcZvDa12DkwuVvEajmlzIDtXXc+tw8oSDdqWTkpVMLhTU5KgmF2q340Z3DtXfYLVejreN7jfD8yjF9Z5sO46TC52+/m+1j93zlnuTI9ccc6itAAAAAABYIgaeAAAAAIBGLevkQmb2vKS/VFadLKn+c1xgONQVmkBdoQnUFZpAXaEJ1BWW6k3u/vr+lcs68FxwcLM9i814BJSgrtAE6gpNoK7QBOoKTaCuUIo/tQUAAAAANIqBJwAAAACgUaMeeN404uNjZaKu0ATqCk2grtAE6gpNoK5QZKTf8QQAAAAArHyj/sQTAAAAALDCjWTgaWYXmtmjZrbPzK4ZRRsw/sxsk5n90sz2mtkfzeyK3vqTzOwXZvZY79/XjrqtGD9mNmFmD5vZPb1l6gpFzOxEM7vTzP7c67feS12hlJl9sXcNfMTMbjezGeoKwzCzW8zsoJk9UllXW0tmdm3vXv5RM/vwaFqNcbLsA08zm5D0HUkfkXSGpE+a2RnL3Q6sCHOSvuTub5d0jqTP9WrpGkm73X2LpN29ZWBQV0jaW1mmrlDqW5Luc/e3STpT3fqirjA0MztV0hckne3u75Q0IWm7qCsM51ZJF/atW7SWevdb2yW9o7fNd3v3+ECtUXzi+R5J+9z9cXc/IukOSdtG0A6MOXc/4O6/6/38b3Vv4k5Vt5529n5tp6RLR9NCjCsz2yjpYkk3V1ZTVxiama2T9AFJ35ckdz/i7v8SdYVyk5JWm9mkpDWSnhV1hSG4+68k/aNvdV0tbZN0h7u/4u5PSNqn7j0+UGsUA89TJT1dWd7fWwcMzcw2SzpL0oOSTnH3A1J3cCpp/ehahjF1o6SrJXUq66grlHizpOcl/aD3J9w3m9laUVco4O7PSPqmpKckHZD0grv/XNQVjp26WuJ+HgMbxcDTFlnH1LoYmpmdIOmnkq509xdH3R6MNzPbKumguz806rZgRZmU9G5J33P3syS9JP78EYV637fbJuk0SW+QtNbMLh9tq3Cc4H4eAxvFwHO/pE2V5Y3q/lkIMDAzm1J30PlDd7+rt/o5M9vQe3yDpIOjah/G0rmSLjGzJ9X9KsAHzew2UVcos1/Sfnd/sLd8p7oDUeoKJT4k6Ql3f97dZyXdJel9oq5w7NTVEvfzGNgoBp6/lbTFzE4zs2l1v5i8awTtwJgzM1P3+1J73f2GykO7JO3o/bxD0t3L3TaML3e/1t03uvtmdfun+939clFXKODuf5X0tJm9tbfqfEl/EnWFMk9JOsfM1vSuieerO98BdYVjpa6WdknabmarzOw0SVsk/WYE7cMYMffl/1TczC5S9ztUE5JucfdvLHsjMPbM7P2Sfi3pDzr6XbyvqPs9zx9LeqO6F+WPu3v/l+WBlJmdJ+nL7r7VzF4n6goFzOxd6k5YNS3pcUmfUvc/gKkrDM3Mvi7pMnVnen9Y0mcknSDqCgMys9slnSfpZEnPSfqapJ+pppbM7KuSPq1u7V3p7veOoNkYIyMZeAIAAAAAjh+j+FNbAAAAAMBxhIEnAAAAAKBRDDwBAAAAAI1i4AkAAAAAaBQDTwAAAABAoxh4AgAAAAAaxcATAAAAANAoBp4AAAAAgEb9Fx6ii5y99PpXAAAAAElFTkSuQmCC\n",
"text/plain": [
"<Figure size 1152x1152 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"## Load List in coordinate latitud and longitude to pixels ###\n",
"string = L_strings_coord['13']\n",
"panels = string['panels']\n",
"\n",
"\n",
"epsilon = 0\n",
"matrix_expand_bounds = [[-epsilon, -epsilon],[+epsilon, -epsilon], [+epsilon, +epsilon], [-epsilon, +epsilon]]\n",
"\n",
"#geot = GR_RGB.geot\n",
"geot = GR_T.geot\n",
"\n",
"\n",
"\n",
"Points = Utils.gps2pixel(string['points'], geot) + matrix_expand_bounds\n",
"\n",
"\n",
"\n",
"plt.figure(0)\n",
"plt.figure(figsize=(16, 16))\n",
"plt.imshow(GR_T.raster.data)\n",
"plt.title('Origin Image')\n",
"ax = plt.gca()\n",
"\n",
"for Poly_key in L_strings_coord.keys():\n",
" \n",
" Poly = L_strings_coord[Poly_key]\n",
" poly = patches.Polygon(Utils.gps2pixel(Poly['points'],geot),\n",
" linewidth=2,\n",
" edgecolor='red',\n",
" alpha=0.5,\n",
" fill = True)\n",
" plt.text(np.mean([x[0] for x in Utils.gps2pixel(Poly['points'],geot)]), \n",
" np.mean([y[1] for y in Utils.gps2pixel(Poly['points'],geot)]) , \n",
" str(Poly['id']).split('_')[-1], bbox=dict(facecolor='red', alpha=0.8), fontsize=10)\n",
"\n",
" ax.add_patch(poly)\n",
" \n",
"plt.figure(1)\n",
"plt.figure(figsize=(16, 16))\n",
"#plt.imshow(GR_T.raster[0,Points[0][1] : Points[2][1], Points[0][0]: Points[2][0]])\n",
"plt.imshow(GR_T.raster[Points[0][1] : Points[2][1], Points[0][0]: Points[2][0]])\n",
"#plt.imshow((GR_RGB.raster[:3,:,:]).transpose((1, 2, 0))[Points[0][1] : Points[2][1], Points[0][0]: Points[2][0],:])\n",
"\n",
"plt.title('Subdive Origin Image')\n",
"ax = plt.gca()\n",
"\n",
"for Poly_key in panels.keys():\n",
" \n",
" Poly = panels[Poly_key]\n",
" poly = patches.Polygon(Utils.gps2pixel(Poly['points'],geot) - (Points[0][0], Points[0][1]),\n",
" linewidth=2,\n",
" edgecolor='red',\n",
" fill = False)\n",
" plt.text(np.mean([x[0] for x in Utils.gps2pixel(Poly['points'],geot) - (Points[0][0], Points[0][1])]), np.mean([y[1] for y in Utils.gps2pixel(Poly['points'],geot) - (Points[0][0], Points[0][1])]) , \n",
" str(Poly['id']), bbox=dict(facecolor='red', alpha=0.0), fontsize=8)\n",
"\n",
" ax.add_patch(poly)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Save KML"
]
},
{
"cell_type": "code",
"execution_count": 52,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Listo\n"
]
}
],
"source": [
"\n",
"## Save List in coordinate latitud and longitude ###\n",
"with open(path_dict, 'wb') as handle:\n",
" pickle.dump(L_strings_coord, handle, protocol=pickle.HIGHEST_PROTOCOL)\n",
"\n",
"## Load List in coordinate latitud and longitude ###\n",
"with open(path_dict, \"rb\") as fp:\n",
" L_strings_coord = pickle.load(fp)\n",
"\n",
"kml=simplekml.Kml()\n",
"\n",
"\n",
"for string_key in L_strings_coord.keys():\n",
" \n",
" string = L_strings_coord[string_key]\n",
" points = string['points']\n",
" \n",
" pmt = kml.newpolygon(name= string['id'], \n",
" outerboundaryis = points)\n",
" pmt.extendeddata.newdata(name='Mesa', value=string['id'])\n",
" pmt.extendeddata.newdata(name= 'T°', value= string['T'])\n",
" \n",
"kml.save(path_kml_mesa)\n",
"\n",
"\n",
"kml=simplekml.Kml()\n",
"\n",
"\n",
"for string_key in L_strings_coord.keys():\n",
" \n",
" string = L_strings_coord[string_key]\n",
" points = string['points']\n",
" \n",
" for panel_key in string['panels'].keys():\n",
" panel = string['panels'][panel_key]\n",
" points = panel['points']\n",
" \n",
" pmt = kml.newpolygon(outerboundaryis = points)\n",
" pmt.extendeddata.newdata(name= 'Id integer', value= str(string_key).zfill(3) + '_' + str(panel['id']).zfill(3))\n",
" pmt.extendeddata.newdata(name= 'Id panel', value= str(panel['id']).zfill(3))\n",
" pmt.extendeddata.newdata(name='Zona PV', value= ZonaPV)\n",
" pmt.extendeddata.newdata(name='Cód. Fall', value= 0)\n",
" pmt.extendeddata.newdata(name= 'Tipo falla', value= panel['status'])\n",
" pmt.extendeddata.newdata(name= 'Mesa', value= string['id'])\n",
" pmt.extendeddata.newdata(name= 'T°', value= panel['T'])\n",
" \n",
"kml.save(path_kml_panel)\n",
"print('Listo')"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<Figure size 432x288 with 0 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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J023neKrm3Gcea8x4KXdWeqyVnp2qyOPTGmdeCqg1BsecsWH1p3XerjjpkNbr9/aymcbtHLfWfrMSl7008rGakUKZkCA+37TfQliPHatkX+tmatn3S1J7PPv1e+eA1ir9u7p3zFhjvWqdoZ2XaC0zXZtz2pa9wgUnvfhoOzvxNuU6lKJtDNumc9xax0dKGrTF276VnupVRLDOaeZ509m+WS3BXMJ+LzxubMZ7v1sz0pi9dNSWkZTfqOVP47auAd7eN5N4ndT9djv7dXrnAKsHzGUS0tCt9zTeY7Hl9E7Ow2Z1npkBAAAAAKcMJp4AAAAAgFIx8QQAAAAAlIqJJwAAAACgVEw8AQAAAAClYuIJAAAAACjVqiin4pYsMR6qOcHPbSOSvCk7XtosP2DE9XtlEcwyF+YSTvz9kMqJePH7w9BKeJ0ppSmsZazRlLINL0beeqzmlBOxSv0UWcrCe53W2BhWqZuGU7bFMmFEr2+emDWXmVvILrUy385/mswdia78pU5aTlx92ylzYTGPjRGXNHIZx9Mxr5SB0295WetyS2YYbfP2v7m+hH1jldWKCWWgUrSN1++Vf7DOAdZ1W5I21OYz77dKV3nXILOkk1EWQpLqzmOWBeNcY7VtUo3c2/DaZfXNRM3ejjU2Uq6dKR+F1I3x7JZCM9pWdcqZ5OW9D7DKmXjLBOOaNm7c772vth7z+swag1ZJq3q0+7KdsKOtceaVoIk5z1ve+2Brn3nXk5ZRaiXlXG+NWfe9u7GulPf70WlzbOe7DvGJJwAAAACgVEw8AQAAAAClYuIJAAAAACgVE08AAAAAQKmYeAIAAAAASjXUVNsoOyXW0o7Z6UtNZ85spULNtbJTKyU75ctKsvJY62p4KWNGYlTK9q3EqpYb8JW9/ZRkOmv73mtJSdlKSdu0tpPyF5iU12m12UqGK5rVZi9V1xoDSamFCay+cdOwDVO1BfOxjZNzmfcfiJOZ97cTUguVNM6z7/dSQIs8bj3W67TGeco5ICVR1UsobRn9Nm6kI6YkPk8aSZOeRtPen3n707hsdh4zLvteOmOtWlyysT1m7GWsY907Bxytj2feP1HNTmi1krAlabyS/Vir4iSnVvMfT1Z6r7X/m855e7yS/Tq98byump0E3Krbr3Nh3Er+zz5vzjuJ20Wm26e8ubWOgZS007pzPFnjNqVaQsXYjpd4fHRhLPuBhP63rkPzFXsP1IzrcMUZz1O17PPzmJHELNkVAVJSfa39XK3Y5yBrPM071+6m8VjK9dlKMPe0jLlI23mdZoy/gU88AQAAAAClYuIJAAAAACgVE08AAAAAQKmYeAIAAAAASsXEEwAAAABQKiaeAAAAAIBSDbmcSlAznjjX9SKk85ZfkezyC7NNu5xKK2dpBq/NVlTy3EL+ci4pUmKXm0YitVfKwCxNUlzyftJrSSl/UOR2vHUNpTRJSskOI3Zckqwj0CvBYm7HjCt3Sg1ZpRRi/vITXpunx7PLqVjbPzKXXa7B277HXMYs9ZR/nLvx6glttrTaRskM5zxnlQWoOqdG67jxzqcNIy7eMlGzy2xYUf7eeXP9WHbJijmnzERj3iizYfSzZ2Ehezvtmt3mGLNfZ0qZCYu3Luv6PNuwr6lWmYd6NbuUxLq6XWrJKsO0zinPZJVgse7vrC97bFjnhpTyG556yN7Pp9ePmctMGuVpDtSzX8vBhSlzXdZ7NK90lFkKz1xCztUuv5SyalaZjbpR0knK/95hsmaXU7FK2nhtNt8jG6/F22ezyt7PXpvHjHHmlVOxzLWyX/9M0ygz43CPQWN/uuc6oz9T3lNYagnj7JhzQLWdfZ25jVzPBgAAAAAgJyaeAAAAAIBSMfEEAAAAAJSKiScAAAAAoFRMPAEAAAAApRpqqm07Bh1rnJgaVWiip+z0LStt1lsmbzKfJC00s7ez0LC720onNIMrvXaZaavOIlZimpOC6T2WxQnhTGK9HisdU7LT7FISatOScPOvK+8Y9BI1rceqzvbb1ezte0nQ1Ur2MTBjbcN5jdbrnzeS6VZanyXveWhyzE7gs/rGSnv1lrFeS8q5qd0uNgk37zGQcsykvE7vGJg3zsPHjORYN/F8LDvVdDzhdY45SYOzZnJmcX87bjlpv9a527sGFJtqa41N53iqGMdggemQ3nmmYaTrW8m1kp142zb2s3M4q2nkkVecZG/rHOgl8U5Vso+B+nj2eJ52Xv/hZnZSuJeEe3h+IvP+hnPcmmPAWCblPao3Nqz1ecvkvaYVmYIq2cezdX5sun2WfQ5OuT5MOEm4eVlpw8nrS0j+t45P6xxgVfHoLJO9z6xzk8dLip+3D+lMfOIJAAAAACgVE08AAAAAQKmYeAIAAAAASsXEEwAAAABQKiaeAAAAAIBSDTXVdqFR1W13bc61TLG5XM52jDQrK7XPSqGVpOZ8drfGOSdJqpW9vtA07ne2nxRmZqUTOuuKxjLBTIzL2aZUzp9TYrXgaN3MjTiPWf3ppbnl3aFe2nDN2Gc1J+nQeMxNDzaaHI1x6yVqWmLTWSYlKdtKSTbGjPf6K9X8g71lpGFbaYJt49wg2f3sJlsbbQ7OMWMOZ6v/nf1inWu95FRrO20v0dIYN82F7P4/6vTZwXp2cmd9zE4BrRn93HSOgYX5eub91mvxzkHW2Ejhjafc63KOmWC8TC8F0zoGa7XsfXbM2f6hSnZyqrUvJalupBR76cVWqmbFvagUx0qDHqt4bbYfy6tppG1mVUNYNNPIPjZm5u1lmsZxY51r3UT+AtNjg3Ouq1vnGmc8WazKC14StfWe1zo/V51jwxrnx6r2PhuvZZ9TrfslO1W2bVy5vCRga12TTqruVC078Xmyai8zXs1+PVYS85FG9rlJko4aKdEzzvE0t5B9PDUaTlUQYzxZ+MQTAAAAAFAqJp4AAAAAgFIx8QQAAAAAlIqJJwAAAACgVEw8AQAAAAClYuIJAAAAACjVUMupVI9UtPHqyRMfcNKo21WrxoG9TDQea9kJwmpMZ0dCt4yk4uAkWE8dzG7z2GEn+t1IV64YSdGVpr2uaGTcBzcT3CrbYi8RK0b0uJWxX3RtHOPlWPvffcwq/5HQZrcySsqfenIm6Ucn2Trv65ekdt3Yzwn9bI0na5x3GmCsyxnPSWPQGgNWxQqnn42qAIrOGdeodGMfg864SKkmY/GOAasPzD7zxr9Zm8XZvjWenNdvPTZmjTOvMo5VOcrZzwsJV9260eZ6QpvN6hduyQjnMXNDxqpS9rOxrnZ28r+7TNMYAE61gKSxaXG7Mu92UvZLUrkvZ3XewZa5QP5O895vme+RFuztGBUrzO245wBLgceMJLWMsT6fcq61eNcU61xnlNtqOu+356zj2boISorGSTA6y5gne6tEmNNnFaOczfikXRpl68Yjmffv2nDAXGbMGNBWqSGrNIwk7T26IfP+u+/Jvl+SdDB7oFVn7c5xKspk4hNPAAAAAECpmHgCAAAAAEo11K/aAiv5yhWvH3UTAAAAgFwe8pE3j7oJqx6feAIAAAAASsUnnliVHv3St6/8JMKFJElfu6zzKfEjX9HpM8KFVg4X+q8/f50k6ftf/ScnPHbCuoYULmTt59USLnTd/+702cP+x/E+G3W4kD02nGVy9vPJhAtd/3udPjv/N//khMfyMF/PKRgu9K0/6PTZQ3+9Z5wVGC5kheF4x/NaCBe6+Q2d68AD/miFayfhQkvL9B+fazFcyDzOin6v0e3OG9/c6bMHv7nTZ9EI6mk74ULm8byGw4Vu+Lk32wtjmaFOPGuzbZ3xjWMn3G++SZQkKznVuF+S2vXs0dOYtq8sc5uyH2tMZW+n0rIH+9Rd2QN0Yv+8uUzt6EL2A+2UM16BvM2bkxjrTb+9z/rHwOZvHvbbJXvi4Y6nWnajzWuhM87c7VjMC7u3ncFWvfnG2fztGYSVLJ0i6QKevZ/dCf6A/XzGNwboMzcN2mD0mTtm8nazO/FMODYG3P7Wr84Ntr6czDdKzjForstNL7b+wlDcbL3/+nTm13ti/1K6LG+qqfdezLh2BScp3eInpZ+cs/5jgHHmTYhyntO99xT2urztG9vxJrjWunIcA2d9yT/JFr3PzNdp9k3KOHMea1vj2Vvf8mXO/K/u8Wn9YbRh92nKpNRqs8esIjCk82bsu6Zt/Uq3z6w/vhl/sHa377S5ZayvXct/TbMrMtirao1nz/znT1teqaNyzfTS/+++f0YVD0kLO+2TwP2m7cTbLLsPnWY+ds9Np2fev+lG+4Wu35s9f6nO2tG1lUb2eP6O9XxzTV0hhL8KIewPIVzbc99pIYTPhBC+3f1380rrAQAAAADcNw3yYfz7JT2l7743SfpsjPGBkj7bvQ0AAAAAwAlW/KptjPFfQwi7+u5+lqQLuv9/haSrJb2xwHad0j77b7816iYAAAAAwNCkptpujTHukaTuv1usJ4YQLgwhXBNCuKbROPH3nQAAAACAU1vp4UIxxkslXSpJ0+vPLi+JYA16wmPfuvT/hAt1Hvv01353sHYBAAAAWDNSP/HcF0LYJkndf/cX1yQAAAAAwKkk9RPPj0l6qaS3df/96CALtccqOrpz6sT7U+pnJdRK9OKdrTZUjIj5lFqNlWbbvB1mskutxLHsCOf2ertIUmsie7f2x2EveyylnEjeeG/P4qq+1vlnbvuJ46SfFeEsJ6rcKrXTHjeiur0+S3qdKYXfrMKDy9c1s32ic7fz+qtzxnh2ygNZ4yal7l2hZRFSurJvmZmznGJjXdWF7L4xx5/k1Hcs7nhKqVXptnlAjXUrXzbM86YzNlMi7u1akfZCZjkJa0MpdQ9TnueVQMlZ6sQtDWL181jB57qT1Jxcue6I1y9WCYxofYvHGdbetTMvr/yGeU7NUWd6aV9Zp1qvzIhRx7LI2tDeNTWpnnYBJZ3mN/pjrdKwDwDr+uDXPs1/rsldBifhvJXnvNnuni+sa4r1XkNKKyczZrxH8cup5Hvv4q2rZZ0fw/KxMX7v8XYuHMg+qeyd2mhvp5091qqV7BPH/rumM++XpA23Zq/rtBvnMu+XpLHb7s28PzScE0c1X42oQcqp/J2kL0p6cAjh9hDCy9WZcD4phPBtSU/q3gYAAAAA4ASDpNq+wHjoCQW3BQAAAABwChrBF2gAAAAAAPclTDwBAAAAAKVi4gkAAAAAKFXpdTx7tWvSzJknznXbXisSpsZuApol5zKVhv1Y62hCA6rZL7S1YTzz/rkt2fdLUmPKSG71EjWNUCovzdB6LO/9WQ7v6AyKihOkVZvNnzjcNNJrW0Z3ummGVjJcQp8l6dv+0bM7K/dSC+vHrERPe5l2drDyUqpd5mN50xm9fklKOnQe63F41/GGWomO9aNGap9Reley+6zlJGtH4zxonR/dVFtrGwl9trRv/k/nnwPnH2+Q1WfWsVlJ6LPoJgEb9yck4ZrbOJnQzE90/jnwkOMvzko19VIgzeuNleCekNDqvc68yaXeY2Z48OI2un12z0NX7jPzfCapmh0U76Tem6syr51u2muB19Q8582DD/QTJquzzmPz2f3pHYPm9cF6/d7YTEgwtxP5B1/m4Hnda6d5bNrrqln96bTZOj7dsWH1p3V/Suq7s/2lvvnHzj/3nO+/R7OOP8lJ1/fqxptJ8fYiZnqwmbjsrMvYTnNi+e3ZM46vPBoX6fZh+2Szb2FT5v2hlt05lbvtZP76YeO9yzF7AhPmjIt0ze6c9vTKVSh68YknAAAAAKBUTDwBAAAAAKVi4gkAAAAAKBUTTwAAAABAqZh4AgAAAABKxcQTAAAAAFCqoZZTUVB2jHFCjHsRpRRORtL229G8HavZUcVW9L1XGqVllAzx4uJTSqDEYLQhZZ/1aS+WnXBqRsQFY4UtZxkz4t3oMy+ZftSlQfqHU7et3uZTSnO0jRIgfvmB7PtTyjKcVDmLFfS2M1jj1hgD3thIKSVgliVIiN63JJXz6ev/ZaWHzHGTvdMqKa8/4byVck1JuW4MWv6hsaHnIaP8gBn9L7tsjTk2Cz7Xm31TcJmLXs31PZsxXr+sa5CcUgYp5zOr1E9K+Qvv9Rdw7WxOdv41S1O4ZZiMvrErNtjnJ+t+r2RFxSjncjJloLrN+x4AACAASURBVAbQmuhs17wOOg2oWMems/2853pvfbFm9FnK8ezo74LGhm6fGeOsNuOU4LHev3olaHKW7ZGcsWaWoXLeOw74/qAx3fu+3igb03Re6IzR6JB9f/2wvaPrM9k7J7ScujXRGE/j9kmgsXnCfCwLn3gCAAAAAErFxBMAAAAAUComngAAAACAUjHxBAAAAACUioknAAAAAKBUw021jcpOVEtJxhtCcm2nAcUtE/pSbXtvh7aRPtWfhLv0gLP5lIRacxlnQ3kTWvPss8XnJvS/22ZzoRXakeexESW0Ht9IwctYjznBaHnb4PWLNTbN1EZP/3aC89hSA4xVOa/Re2woijxven2Wd1Up/VJ0omWZ5y1rmd7bCX/utca6mdpY9HmryPTgAcUB+mxo6fYJ48x8zE2KH7hF3W2ceEAt3heMlaWk6rpyHk9J18Ci97N1fBoJtUM7nw9pPBeyD7q3B017HYT7PiAhJdtOls6fBGyuqy+51kqy7eWm2lqBv8Yy9aP2qsaOZl84KrMNeyFjLuJpG9U3LHziCQAAAAAoFRNPAAAAAECpmHgCAAAAAErFxBMAAAAAUComngAAAACAUjHxBAAAAACUarjlVBJYMdZFl6UwSzYUGf/fivbthex449CeyLw/5fX7JSsSoteLLEvQ1zVL6xhVmY2V7pfULrKUgWPQfb0Y9x2dMZvSZ8FaYcgfCV5oJLwzNguNvx9S6abcx82QylD1r6v3du5+9saZ9Zg3nkfcN8Ni9bPZ/0MqW+Mvk/Pi3f/83tvGucYbf9FaJuX6YBlaOZf8O7TQ90gp5bZSNjPq4zlnSS33saLLmlmLDOP1Zz22Usk79z2Fcb9RzkaS+TFZK+F9QEppliKPZ/dwbmVvqDqf/fTaMXtltRmjQ5tOR1cSPo/MWcKQTzwBAAAAAKVi4gkAAAAAKBUTTwAAAABAqZh4AgAAAABKxcQTAAAAAFCq1ZFqW3RiWEL6VJHpgFZqXmWhad4Os9mRVaG1Ptc2pMSUs5Q0OevPFinJmX3rWkpoddKyYiV75/jpvcXcL6nYtFHPgOnBi20tus251+U8VujYLCABcNlts81G4rMbqZnz/lVg4H0zQJ9ZzITklJU5i7jHQEHbkHIkTvc+L+W8mZAcOVBbBrhfUv7j2XtwSAmtoW1FZ1rPd641KePMXMZ+/blfZ9bzlxLhre14A9pYotAkYGf/Fzg2c51OBkjRN+VNnPZW5YynWM03nkvvs5NZV8p4KjDxNxoVCdz+L7JvnHONlexbnbPSbu2OqTSzOzrML5jLqG3sHOv+BHziCQAAAAAoFRNPAAAAAECpmHgCAAAAAErFxBMAAAAAUComngAAAACAUg031TbIT2HLUGg6oSdnYpaViiVJbaNXYzWYt4OVnFk17k9J0zO24a0vKRnN2obz/P4EuKXbCYmSbppcznTCwpMeU5bJyU1mM1OCnaRFY5kiE+D8dMx865KctqWsyznWLVYKpJcOaT3mBsGaK0tYZgi8c1DaCnPeL+VOYUxLM7ROaPaGkpJbC0zUHDUvcbpiHRs5rilLCjw23XR58xzkJFqaQbRGgvvAd56kolPPcy7jBogXee0sMXX+pLdzH+Cet5Kug/mSgL1t2Is4J66ElOhKM/v++tHs+8eOOY1uWQ1w5gJGem1oGnG7kkIz387hE08AAAAAQKmYeAIAAAAASsXEEwAAAABQKiaeAAAAAIBSMfEEAAAAAJSKiScAAAAAoFTDLadiKLJkR/Iyw4ifr1Ts29XsvwGY5Qe8sgTWQynlL4YV+93f/yexP5Ki14t8/UXHqA+6TPd5fjmVfPd72y80En5Y46x/O73J53n7puDz1losgWFKOZ5yljpacX15t2O2Of+O8UqDmKfuhD8DJ5WBSlBm35yUIv907pVSsMofeC/fKsGScgwYD4SMBiztEqOjU84zwyqrNvIyIwWet5IU+R6t4DZbb9Gs8ZxUCrHoa6DVaSk1ygYs9VPaddyqjGKVTJEU2sZjLaeeS9Oo51JgKTQ+8QQAAAAAlIqJJwAAAACgVEw8AQAAAAClYuIJAAAAACgVE08AAAAAQKlWRaqtywps8gKWUpbJuS4z5c5dV7RvN1vZ20lI3zKDvIpOjLP6YMD0r4F4SYMJ+8Z8zEogdNaVlNpmKWJsdm97/Ww+5u0bq5+99GBndbkXsPo5oc1eP5vjaUhps7mPz4TXn5QQ6yQBj9ww0ri9HWMMjqSkQ+85VhOGNGat9bWd8XSyx1Pv81KuXdYyRV6H3HUZ146U64a9+zMeWaGziq4iMOqk+GKPdePulCTeIVVrKPJ9XaGnjZTXv5quLf0G7Zze563WChsp84pKQiUNw+qfeAIAgFI0Dh7QLZe/Q2NnbFWoVnXOSy4adZNWvYPXfkUHr7tGUW1tf9aLVJ/eNOomrXrHvn29Dnzhc4pBaty1X2c+6+e0/qHfN+pmrWqx1dLeqz6g5tEjGt+xQ2c85ZmjbtKq1DxySLdfeZkW7tqnB77xDxQqVR344ud05NvXqb5ps7b+txcoVKujbia6mHgCAHAfNnW/B2nbz7141M1YExpHDmrm9pu16+cvVnts1K1ZO9Y98Hyte+D5ateibnvPn2nqAQ8adZNWvaM3fFPjW7dr23OfqH3//BHN77lT49u2j7pZq05lcko7XnSx7vj7yyVJzWNHNbP7O9rxitfowL99Vkev/6Y2PPwHRtxKLOI3ngAA3IfN3vId3Xb5Jbr3i58fdVNWvaO7b1RsR+2+8j3a+3+vUmyn/O7mvqtx4B5V169XZXx81E1Z9RoH7tHYWZ2J5vi2szV36+7RNmiVqtTqqk5OLd2eu/NWTZ57niRp6gEP0tztt4yqacjAxBPIoXH0kG7+67frW3/6BsV29u9ysdzsnbdo99+8U7v/9hLt+8w/jbo5a8Lc3Xv03Q++U9/70CW68xN/p5jwm4z7qgNfvFq3vu+SUTdjzaiun9b9Lv51nfPSV2nmezdpft+do27SqtY6dkSx3dSun79YlXpdR2+6dtRNWlOOXvcNvmI7oLEztmh2982SpJnvfketudkRt2htaM/Nqjo+IUmqjE+oPUu/rSZMPIEcqhNT2vW8izW57dxRN2XNqE9v1s4XXKxdL36NWjNHNbefN7YrGd+8Rfd/4Wt1v+e/RpI0t/e2EbdobWg3m0yccqrUaqqMjStUqlr3wIdqfv+eUTdpVauMT2rdOQ+QJE2d+0DN371vxC1aW47d8C2tO/9ho27GmrDuwQ9TbDR02/vfo1CrqbZu/aibtCZUJibVmp+TJLXn51WZmBxxi9CLiSeQQ6VWV3ViauUnYklt/bQqtXrnRqWiEDjtrKQ3CCFUa6pvILxkEIe+/iVNf/+jR92MNaXdfYMmSbO3fU/1zWeMsDWr39T2XZq7qzM5n993h+qbThtxi9aO5pHDCtWqqlPrRt2UNSFUKtry9J/VjpddrBAqmnrgg0fdpDVhYvsOzd7a/aT45ps0sYMPClaTFcOFQgg7JP21pLPUCQi/NMb4ZyGE0yRdKWmXpN2SnhdjvDelEW4kuRVvnbIhT94VppRyaEX7tvU7kXbCK02JRF9Y0K2fvELtxoIq4xPa+dSXqlKrpfVzETsn9v2bZzspJViscZbS/d5PfqxI9ALnYu72iyxpk7Of5/bfqdbMMY2fedZAz1/aTJE/oTJK0GQ+1mX2Z8nlgQ7ffK32feGTGjv9TNUm1p3weMrmCymBU9a3fk+yP2OrpdndN2vzox6ju/WpYstq5W1WsG8XWdIoRf/2Z2/9ru76/KcUajVN7ryfJs8Z/E1aaBfYmc7gLLQ8zEk2eWLr2Qq1unZ/6F2qTq3T9h/+yVz7J+kYHFKZCfM6VFCZlaM3Xqt15z88/8rcDRn3Fzk0R/Qz3sbhg9r7kQ9IIWjDD/6QatObTni95nuXhO2FHH229NQij83E8nmx1dJtV16q+f136vYPXKozL3iapnbcX7dddonqGzfptB993LLlzf3pBd8O2s8DvKdIYbXZLR/YXJ2/Px8k1bYp6fUxxq+FEDZI+moI4TOSXibpszHGt4UQ3iTpTZLeWF5TUaYjt9ygybN2auuP/LT2f/kzOnrLDZp+QMEXCNxntWaPae9nrtL2n/2FUTdlzZh+wMM1/YCH646rr9KRm6/T9IMeMeomrWqHv3mNNjz8kaNuxpqz/ryHav15D1WbjPuBnfVTPyNJatdH3JA1ZuOjf1yxyu/VB1Wf3qQdv/hLkqQ2/WYK1ap2vvDiZfdNnn2uNl/whBG1CJ4VP2eJMe6JMX6t+/9HJF0v6WxJz5J0RfdpV0h6dlmNRPnGNp6u2OqE5bTmZ/k6KQoT2y3d8fEPaMtPPVO19dOjbs6a0G42l/6/Oj5x/KvKMC3cvV8Hv/r/dNsH/1ILd+3Vvf/xb6NuEgAA6JHrb5whhF2SflDSf0jaGmPcI3UmpyGELcYyF0q6UJLqGzafTFtRovFNZ2pm7y266W/+ULWp9TrrMc8YdZNWpdhq6ZarLtXcXXfqlg9fqi2Pe5qmtvP7Ac/hG/5Ls3tu0/6rP64YpC0XPF2T5+wadbNWtaO7b9DdX71akjR2+pladz9+27OSM594vLj6Le+/RJt/5LEjbA0AAOg38MQzhLBe0kck/UqM8XAY8MvgMcZLJV0qSVNbd/BdgVXq3uu/og3nPlhn/tDjdddX/0UHb/iqNp9PSEe/UK1q13M7X+mI3u8BsGTjQx+pjQ/tfAWyTZ8NZPq8h2v6vM5X3fk6X347//trRt0EAADQZ6BIkxBCXZ1J5wdijFd1794XQtjWfXybpP3lNBFDEaXqeOfrtbXJdUtR1AAAAABwsgZJtQ2S3ifp+hjjn/Q89DFJL5X0tu6/H11xa1HZKU8pyaEJyxT6cavzgW+sGA/2T/OHXVXCafPGhzxSt33yr3XvDV9VqFa142kvUQzFpglmpdwtNc1IagspsbLDUmTgcEr4WN/KTmpfDSk10eSl2ZW42WVJd1YbVmcwXBLvGBy5YbXNSke0nu61y3jwhPNZb/prUtykcXeJabe9rNNwyi4z+9OLAk5gpmC28t0vOYmSCX2W1mkFrqtoVhsKffOQsP2UZaxVee/VhrQPcifve+0qss9WwxjMKyVZ3DoHD/a0k2adgypNJw08qSpG/leQ91Q9yFdtf0LSSyR9M4Twn937fkOdCeeHQwgvl3SrpOfm2zRWk+rEpHb97CtH3QwAAAAAp6AVJ54xxi/InsSTVQwAAAAAcA37y54AAAAAgPsYJp4AAAAAgFIx8QQAAAAAlIqJJwAAAACgVIOk2o5WgTHiRaZ7u+UfiiwBYpVmSZFSsqLIuP6Uhdx+tu53Fmob5Q+suPyEUhop0etuLH/ejvP2WUqMuMFtc85l/JIVg7aod0MJyxRZsiAhet7qA7NvUuLyi5Z3PBV83jbLfBR4PBVx3VhWtielPE/eNgzpHFBoSan+5/Wuu8i2WWPGKT0QEkq7mOc6d6G892esbaUB65RLsK5d7jXNXJl1rS120Jhry3NNWSrfNniTVmxAyjnYOzcM42OiIq+bKeeglO0UvczJbqPntnXacC/dOc9P7nlroZn9QMupHWVcVEPLHpx5r2l84gkAAAAAKBUTTwAAAABAqZh4AgAAAABKxcQTAAAAAFAqJp4AAAAAgFINPdU2M4HJSYwrNBnOkzMdMSmZ0FMp8G8ACUmPSclkVj8npLydMARKSiMz+2BYaa9FJuBZaWoJicveeDZTgr2kR2t9CSlvCYGSg++33rTRvGlyCam+Q0nZW6sSjkHz+lB0ouLJrqv3eBjF9k+SdX4o9Nj0rgHWsemEM1qPmQnmQxozbp/lTbZO3tDopLz+Va3IfVbg6x/a+5AEdkUCZ5mEygPmY0WeN/v7LNgPDcSMt095M2qsy5tvGMvEanFzFD7xBAAAAACUioknAAAAAKBUTDwBAAAAAKVi4gkAAAAAKBUTTwAAAABAqYaeartq5U1o9VjL9CdJ9d6uVTMXCc3sWK7QshsWWtkvxlsmWulXRfISy/pvD9DvZvjXMF6LY+RhgiNO00tReJ+lHM95E6wLTsHMm/RXeLL3MAwrbdaR1J8515XyvEHXNZCkF+OsznrMjaNOWMZaJOEYzJ2cWeS1XnafJaVhF6nIc6CjyOPMuz4UeX4c2rV7GMd6yrFZxHYXN5+yjYSE2pQ06qQ0dIt33kxYnX3iMrbhvN+N9ex5her21C+0suPA3ffVOY8bPvEEAAAAAJSKiScAAAAAoFRMPAEAAAAApWLiCQAAAAAoFRNPAAAAAECpmHgCAAAAAEo19HIqmZG8Bce4p0RiW1HNZiS6uzLj/v6s5t7b/aVWFhklUCpeORUrdtqLRM8Z4SzJzIpOKmeSED1vx2snZNynRJKnlBhIiXEftDtPIgre236sZD8YjaRuSeaftGLKn7oSXteg543e9lhtKzRi33n9dnmgArfvGcZ2iix/Iamdcn0o8M+tg8bl9+7DpG7Om8tfxPmkpGXM/u/b0bHaczvhQmweNwnnJvPc4I2lIo9n4yDIWtfifSHhopZUasZ8H5B780l9k1TqJ69VcA4u9HUWsczi7QLHjPferT3iMnmW/hYvu13geDbfh3mzOKPPoldOpZldTsWV8/rEJ54AAAAAgFIx8QQAAAAAlIqJJwAAAACgVEw8AQAAAAClYuIJAAAAACjV0FNtcxtW0mPO9bkJeFaSVF9ybf/tTGbSZv5kuuCEVVmrS0lbtdL03D7rj6dcTKxNSMH0mH3Tzn4gmLGZaemYZSb9HU8zLFhCal3uvik46dAcm31JyMvGQ840ufxRo/4iKeM5t5S004R0wpTtJ6WRG9t3DltnZcb93mu0xnn/MsH4/95FUs61BY4ZP9k6YYVFNm4Y7wNWZ2imL6vN3fvM3i8yOdZbX0pSvqXsj0hWalPCecsd/gWeA8xj03u/5WxmUIvrME+bSYnPTgecSqnvbrWG7A1VGtkLVWedchXt7MfC3ILdtLm57GWcxOFKyyuZkfH8XM8GAAAAACAnJp4AAAAAgFIx8QQAAAAAlIqJJwAAAACgVEw8AQAAAAClYuIJAAAAACjV8MupDCP6OCEWPykS21BpZS9UWWjatxtNZcqXUtyRUP7CUmgkuBch3ffgYnSzt32rBEpK+Qe7zIqz/YTND2P8p5T6CUOp5VGwAsoCLLttrc/qT2/7BR6DSRLGs7mq/tc5wGsostRRkcezlHZ+yrv9E8bGIOMsZTspz0/oM2sZt5TBydY56F0+Zd9Ym7eOgVGXOlqhDaPcvrsnzePWWMq6bktSNec2PAUeZ4WX7Eg5b1kPpJShyruNlJUllGfyqqmYm095j5pyTU9R4HXQanO77rzhs0o21u2pX9Bk9vYnxsxl7JJzRrNyPRsAAAAAgJyYeAIAAAAASsXEEwAAAABQKiaeAAAAAIBSMfEEAAAAAJRquKm2QblTo8w0MTe509h8Smqf8fSklLd2275tpY22Wtn3O8lwZkJr0YlpOTsn1/YHSAMzE1qjG59rrMu4P+VPM16aW5GpaV5y5qDLLEpIhisyAW5YqYFJqyrwz3Pu2DQ6wUqiddtV4Os/YZjF7P8faPsJ5+AkRaZgFpw0ao71lJTmEf/pOCXttfBj3ZJzO0lJzE5KdKHnjfbgg3PF5OqCx7O1vZD91kXujjF2QlJf5rmmrdAnSanGKct4+24Iiccpb/eGpsB9YB4jKUm8/bej8+AK7ZJkjoGKUfii0rAHTZhtZD8wM2suExvZy4SqN+myH8rCJ54AAAAAgFIx8QQAAAAAlIqJJwAAAACgVEw8AQAAAAClYuIJAAAAACgVE08AAAAAQKmGW04lKjt2t+AYeesxt8pGzkhwL17bfKzVNm/HmZnsdU2vy7y/0nTKqRilVkLL7uhojISUfk6KHre2kTA2ity+J6kES5GlBPpfZ/f2inH6GYbWZ1bfJJRH8pivJ6FvCt2+089WXHp7WGfpQcdANP6/h3k+dcpAWSWlhpXjb5bhchca8P7eEjTWGEwp51Fk33jHRjX7bvfYsBpnlQ2K/u3C5Cyp1XnQWNWwakxYx1NGoxev8/YxaG/GLIHinJ/N8m0pJSuMcVa4vNdOr89Srrcp+8YoqROtN7YFly2yjs+U15JUbmsYEsp9ndAvva+7wBJN1v3uXMAox2iOGUmyrtH985fe7Xjry8AnngAAAACAUjHxBAAAAACUioknAAAAAKBUTDwBAAAAAKVi4gkAAAAAKNWKeYkhhAlJ/yppvPv8f4gx/k4I4TRJV0raJWm3pOfFGO91Vxal6tyJ6UdmkpqkSi07mstLerSS0byUrUrDWKaVndZUWbDXVV0wUmWbLfN2e3Yuezuz85n3147ZnTZWt/rMjjlrWcsY90tS2+rnAhLLarOdf73ELqufK854sseA8fqN/S/ZfeaNMzO1LyUluU+tO4SssSw5feaMZzPlzInNC0ZCa8U4btt1e/MpqbLmGOjbN9Wew8tapjqf/fqt+yU5XeMcT0YyXLWSP241JQnXTNPra1a1Z6xY5+5KI/u11LJPc5KkdtWKDXTOW0ab3fFkLGMmLiekoffrPb6sceb1jXXc2gmtzrFphc06iaLmKdUZZ1YKp53Quvx2b59Z/Vx1zlvmOch4MUkJvU4/m6nnzngyk5VzJKcu9puVku2d62sZ78+kFZLajUFonRv8c5OR3GqdGyQ7JTlHqmp1rpsEbF0DvGtq9ls0lzmcElJVzT6reX1mrCnPOOv2iVUtwTr+JPsY9FLPrfOJN38wHzMPdm/7g93fu03zHJiQbm/fnz9WOVTsAzpa7zes+yUF53165qoGeM68pMfHGL9f0g9IekoI4UclvUnSZ2OMD5T02e5tAAAAAACWWfHv4rFT8OVo92a9+1+U9CxJF3Tvv0LS1ZLeWHgLAQBYw67//deNuglrzvW/R5+lYKzld+Pv0md53fTbrx91E7BGDfQbzxBCNYTwn5L2S/pMjPE/JG2NMe6RpO6/W4xlLwwhXBNCuKY5d6yodgMAAAAA1oiBfgkUY2xJ+oEQwiZJ/xhCePigG4gxXirpUkmaOnNHvi8CAwCwxp3/G3+y9P/mbzxn7OWzshEkmb/xbE44vyUey77f/Y2n8ZvZ6P7G02qA8fzuS1z8pPP83zzeZ9a6vD6rH8mXAWC9Rsnus5bTz62Efj6Z33guftK5ONaG9RtPqw+s33J6v/G0x2Y5v/Fc/KTzwb/T6bOU33jWEj5PsV6n99t0a3yafVbSbzwXP+l80Fve3lnG+I2nN87Gjhjbd34raOWNWK9fso/B1kT2/e44Myz2GZ8ADy5Xqm2M8aA6X6l9iqR9IYRtktT9d3/hrQMAAAAArHmDpNqeKakRYzwYQpiU9ERJfyjpY5JeKult3X8/utK6Ks2oqbtP/JNSrOZPTvUSWs3UPie1zkpPrRrpjFZqoyTVDxl/HpuZNW+357Kj0cKR7D+njd01bm6/spD955z2uP2n1nY9+28QXqqtmX5lJrbZfdafwjh5T2eceClnlYXsP895SbhWm1vj2a8/OuPMGoOtsYQYVseg43ndnZ3+8PosZTxbCZnu2Mh53FrHuSQ3vdVuwGBPW7fn+BgykzOthNZZL77YuNs71+VMo3Y/ObC24/SlOW767l53x8p/Fq9ZScDWJ3eS2TbveLL6xvtUyeob61OdPEmPxxdafnP9Hcdft9XPXkJr1TjXWVpj9t+UrWPN/8QzX59J+dPN+5+/7s6ePrM+ibLSfiXVZ6z4YmMB59iwxqD3PsQ6Pt3rQ86wzaw+XrcnustY5zPJTur29rN9fko4NhM+JbUGmnfc9j+2Up95SfHWp8TeddjsM+eamvcTdG9d9rcOBv/Eb2rPUgsyH7c+cZek+rH8+8z6xLdlvxU2P41vGUnE3vXZ0t/msUPH12Gn6trrs8bT+OHslVWP2heOcDh7/tA+dNhcJi5kr6/SsHdobcLZCVnPH+A52yRdEUKoqvMJ6YdjjB8PIXxR0odDCC+XdKuk5+baMgAAAADgPmGQVNtvSPrBjPvvkfSEMhoFAAAAADh1JJQZR1H+ec+7Vn6S9cvZU/wXtf/2f94w6iasOV/60K+Nuglrzpf/lj7Liz7L7ytXEDwBAECucCEAAAAAAPLiE88Reuq2X1r6/+b+uzOfUz39tOyFtxj3S2puXLvhQoufdD72mX/UWYZwoRXDhRY/6fzR5/9x5/mEC60YLrT4qd0Pv/iPj2+GcKHsB7p3Z/WZhXChzj+Ln3Q++qVv71kf4ULe86+5nE+HAeBUxSeeAAAAAIBSDfUTz1gJWthw4lzX+muqZBeo9j4hMT9VcP7YXmnli3cOTlT0lPGp2th4Xx52z+1QzX5BwYgpXjhtytz+3BnZudutcSeq29gHVoS3pPx/tsgRbz5zZqc/3Oj3hew+q87bG7I+IWlOGq/f/cTX2IZTBNoam96nlFYkd/8nCgvT3XW37TZbUd3W/Z0NZd/ddMaT/eld9vOTiqp7n2oOmArfWLdy9Hk0otf9j3uy7/bGU95P77xj0+xPt18G+2h5YUNPnxmHmvVaaglFzb3jKeUTdGt91rchvG9qmJ+G9i3S7PkSSjDrenl9Y7Ut++nup+HWOHOGs3Uddpcx7rf6rL+be1+D8aUL99PovMeA920E63W6rz+hNMOg562BVmVdn5xv8Zjlaawd4GzHfL7XLdZjzjLWN3K8C4S5ugK/rJSnnMvS/cb7UEmqNIxznVUCxjtv5fw2QtZjFecbGpJUdUrQWNda6324yxmbZqkd61qfUNqxf1/29otZBsotaZR9f8X4FlFo2gMtLmTvhOiURonN7MesMiuSVDk2az6W+fxczwYAAAAAICcmngAAAACAUjHxBAAAAACUioknAAAAAKBUTDwBAAAAAKUaaqptuy7NnpmRapsd3NpZTtL5kQAAIABJREFUxqo55rQ8pR5baFppo9nPrziJXdWF7Aasm1peXzP23LbSa+NUdk3OxrTdAfMbs7ffmHISu4x94KUj5k2AsxK+sh5b2NhZeWUhfwKflXYr2WOtsT5/qq+Z0Oql2lZWKMqZoWIFkPUnAW/prMMb57WZ7O3UZ+yUNesYbBlJwJLdz2afucezlTjtDEArNbDv/tktK6fa1uaMPjvq1T7Nvt9Nljb6zOob77yZN2lSGjzpcHbrAH02k31/1TmerT5r2gHeahvHp3feitXsF2rd7143rMTp1vIXM7Nt5SRg69iUpOqc3YYszUn7MTPV103CNZYx+qzzYPbdlZbxOvv65dj2lcdZ3emz5uF8tWy9MdOaMBJFnetDK6GfTVbYbMZYOnqOf2H26sXWjhone+d80sx+i2KOMzf13Ui99lPP8yWXSideOxb7zKzl7Bx/1nHrbb9lHJ/u+w2rP8fy95k5npw29x+3x3YspuhnP7/m9Fn9iLENI7lXsus5W+9dO8tk358yNlcsqN41d0bPImZ6cf5zfW0ue4dOeqm+7ewdGpvOBMYQxuzBGTeuz37gtuy7+cQTAAAAAFAqJp4AAAAAgFIx8QQAAAAAlIqJJwAAAACgVEw8AQAAAAClYuIJAAAAACjVUMupKGSXAPAipM1IaDP7P2FdkmRFEhulLKITsd+uZ68rjtXM26Fm7IqKESFtbENySll4Ud1mP9vLWOUPBkydXq5v+4v7you3HrT8Qy8rkjtv7LZkx+KbJVPklblwyplY/dbXoYv71yy/InsMtIxyQpJ93HjHrfWYGZfv/AnMLo+Uv5RD/5jpjaK3SioZieTmWPK2740ns8yF0f9toy8l5S51JDkjsG9dy+L7zbI1RokBb5cZ+9ktWTFujCevnIr1gNFn3tgM1nmzb2z2ttMsweIcg945LXPzbp8Zm3DGk9UH3jndeqhlbKe/9EB7gD5rOiWVzFJc1vXJKydjnTcTyl9414ciLI01q2uc8gteOQ17e9n3t41j0y11ZB1rKecz77jtGwRLbTXfUzh9NmDprl5WCZrWhHMMWiVArOPW6zOzPI9Tcq/vnNbsttU8pzvjzDo2vfNJyjGYd2y6ZXsGfGTZuT5hbFj7wHxP5R3P3nukvIy5iCS1J/JNJfnEEwAAAABQKiaeAAAAAIBSMfEEAAAAAJSKiScAAAAAoFRMPAEAAAAApRpuqq2M1KqU6a8bp5cSq1ocMwEwJdXWSKzykqysl+mlvKWkxuXdfvCSS/t22WJbnZepaKRsxWpC2mdCn5n9XPAwM/uzP2etO+5jNX/UpPs6jaS3QpdJOJzdMWu9zr40ud6+tcbnsJIWzTZbZ2n32Bi0RYOtz1q3GbhsJfG6yeIrb2/Qx9xjsMjjdsDQwEH2h5uo6PVb3nUZqaop5zq3Dcb91jm9v82DvOYir2luombKOdBKry3yuM1Y19L5wupnJ/U87zhbtr1B11Xwxx1m6rmXoN3/fmOFseIfT/6yudZXXLB1wgIrvK3uf52Lt52EVnM7Vp8lnOuT3geYF67863IlXJ/M907em+FRq+Q7CPjEEwAAAABQKiaeAAAAAIBSMfEEAAAAAJSKiScAAAAAoFRMPAEAAAAApWLiCQAAAAAo1dDLqRRZtsM0hLIpblS3VUqgXjFvV6vZfwMwI+n788AHbJslJaraLPORUM0m9Edyh75/s9ZX4J9NzLa5cf0pHW2tK2FVwbid0GcpcfEpJRtSSmZYfZbS/UVyTzMFxsWnlL/IWzZIGjx9f9nrzhtXn3I8p/RzwnnL5Ay0aGzILD3gSCkbYz4/oTRL0mUz5bw1aAmaQbaTMJ5CK/+6TCmlHFJKCuV4/tLrtq7D1rlZdokyV85zurv7E/azxX2/kXP9Xp+Z9YFSxkaRJe+S3gYPfq5b8XxRdEmrApexJF3T+7usZx3Wuc4tE5h3bCSVTvMWMurjuMvkwyeeAAAAAIBSMfEEAAAAAJSKiScAAAAAoFRMPAEAAAAApWLiCQAAAAAo1VBTbWPITmzyU6kKjK5Mie1LSB9rW6m2Y1X7di17V8SKkXbrxWIZUlITk5JjrV3m7cq+7Sxu1+pLSbKC5opMhyxcStLcoG1eSjNMSC30UtasFEyvXXnHU0qanTeerDQ5J200GmFuKaxTjTeezX5O6f8yE0p7t2vtg5TzidlnznhOSjrMeU1x+8VIHO5PnO49WRmNS0o7Na9PzmssMh2xSCmX+iLHecEppOY1NSU5M48V0s3dxOOE/rSOz5SkeHfcWgpIVl7absKxmZaIn3+ZpGunta6EY+CESgrdPrOSvd3zdsL7kCQ5E/FTTkH9+6X3trkd771GgcnOMvo5VO0BHZsJb4QGjSrvGvWlBgAAAABwimPiCQAAAAAoFRNPAAAAAECpmHgCAAAAAErFxBMAAAAAUComngAAAACAUg21nIokxYwttutOFG+R8cpO5K+ZsG+VMnDKmbTGsx9rjVfM23FqIns749kN8OK9W2NGJLizt63HUsofmN3s7ea+BOd2tz0JVWMU6vZC7Xr2/dbr98ZmSrx5gcWBTrBYqiM4Y6O/n5eWbay83hPud/rG7GczKjyhZxKy/61xJkkVY++0q0Zc/Ji9HbPMhbNvrP5sW8dmLX+ZkSK0e7Z7QnmaxfuNcRYaXl5/9t3eecscg15ZghL7xtJ7PASjZESlaS9vlR/IW4JHWr7/Bl2mUFaJg74xs2x8t4xj0Lum5SxD5JU6sraTdA50ykzkfr+T8fz22GJpEGMZ5wAwjzWnyeZ7B6NvCi93ZtasGLwzF/dVaBttbufvM69khn2ud87pectqFVmKUCcOgaXXYJ2CjWNWsl9LyvHsvt+yShpZ60oo9dO/rt7zljkEvbHRyr6/ZbzfaI/ZnVatZ5+EQj1h6meVwJFTHsdaVf6tAwAAAAAwOCaeAAAAAIBSMfEEAAAAAJSKiScAAAAAoFRMPAEAAAAApRpuqm3ITu3y0vRSUs6SAjKtpD0rMM1JyG0bqaqxLx1z2e1q9guN9ezOaSUkt1qpWJKdkJmUMmewki4lKfbFfy2+Bm/z1i4wguk6j+VMJ/SSDq3GWelnkuwENm/MDrjM4j7s78tlqzLT9BJS+4xxJtnJjSlJwM5W8j/UlxjX28620W8V43Va6XOSk2rrJbRaY3PMStNLGGcFJLrG3vY0jbRRI6G14qYWGmPTS5ZOSLU112Wc7EMRMbgDJB1a6cmSk5BqJbS6ScDGA954KpJxHbCuAZJUMfaNn3ic3Z/BOG791Pf82zdTXUtOtY0rpI26aavOdcBexrjfOja993uFJrEOvq5Y73aKkV7rvqcwjqfgJOFa7yuSxqD3fiOvHLv/+DgzztsN+yRsneuCdzynJOEafWb2v1vFYLBrzbJ1JKTatqwEb6NaRXvCOaCmJjPvDl6Fj2b2xTtMTZnLtMfzTSX5xBMAAAAAUComngAAAACAUjHxBAAAAACUioknAAAAAKBUTDwBAAAAAKUaOIoohFCVdI2kO2KMzwghnCbpSkm7JO2W9LwY473+SpQ51XWTUxMSu5zAJpOVQGaty2uzlUzWmqiYt9vrxo1lslfWMhKuvO276cFWyldCoKOZBOwlxPZ19GLyX3SS4ax0PnffmEm0xgLeuqzk1pQQzAL+BLTUv84BECvGOE/pM+d15u5njzmgnPReqwv6FwnOY4ubMc5BVl962k6ipXkMWsukpEOmjM3+9OTe/rDONWbSpbMdq//d81bKyT7f092kzQE337uOYB2DCa/TTE/2+sVMnC64L60hGKxY374FetqTct6ykiutl5l23cifgunuG6sNOXbN0nbN67BzTbXa5m3f6gPrfDai1Hd3mW6/m8e612fm9THhXJ8wnkb28dEK59Gk95tGGror5bi1zoEJx2b/fl62nxLS5a0k3uZk9kIL0/Y0rnrGhsz7Kxuy024lKTSz31h7qeut8XyDME8G7i9Lul7SdPf2myR9Nsb4thDCm7q335hr6wAAAGtI8/Ah7fnr92nhrn069/d/T5K0513v1sKePTr79a9T/YwzRtzC1ad58JDues/lWtizTzv+7C1q3XtI97z/Q5KCqps36vRffL6CUVbuvqp56JDu+ovLtbB3n3a84y0K1aoOXPlPatyxV7UzTtNpL36OQoU+m739Ft31qY8qhKDx7Tu05anP1oEvfE5Hb7pWtc2bteW5L1Coep98YJgGGrEhhHMkPV3SZT13P0vSFd3/v0LSs4ttGgAAwOpSmZzS9pdfpPFzd3bvqGjrL75M6x7xiNE2bBWrrpvSll++UOP36/RZZXJCZ77qF7X11y5W7fTTNHvtDSNu4epTnZrSltdcqPFdnT6b332b1Gxp6+suUn37Vs1+8/oRt3B1qG/crHNeerF2vPw1ah07qplbvquZ3d/R2Re/RmNnbdex664ddRPRY9A/lbxD0hu0vOzp1hjjHknq/rul4LYBAACsKpV6XdXJ4wXVQwiqbsj+Whs6Qr2uak8R+sq6KVUWC9xXK/ZXsO/D+vusefc9qp+9TZI0ds52LXz3llE1bVWpbZhWpd75HUeoVLSw905N7TpPkjR13gM1dyv9tJqs+FXbEMIzJO2PMX41hHBB3g2EEC6UdKEk1TZtzt1ADM/S14f279P9f+f31Z6b1Z1/81cK1aoqExPa+oJfWDq476uahw5p7+XvU2PfPp37B7+39PWNY//1Dd3z0Y9q5//87RG3cHVqHjqk/e/9Ky3s3aed/7vTb7e+4bc0ds52SdKZL3+Zquum/JXcxzQPHdK+v3qfFvbt084/fqtCtarZG27SoU9/TopRm5/zTI3vPGfUzVxVmgcP6a53X67Gnv3a8Y63qHHnPt379x/rPHbgXm34qcdo+omPHXErV5fmwe7X+fZ0vs6nEHTPFVeqde9BqVLVGa94karr1426mThFNQ8e0tz139bGpz1h1E1Z9epbt+jw1z+nDRf8uOZuvFntmdlRN2lVmd97p1ozx1SZnJS6X0GuTEyqPTsz4pah1yCfeP6EpJ8JIeyW9CFJjw8h/K2kfSGEbZLU/Xd/1sIxxktjjI+KMT6quo6L12q29PWhHecu3T77la/W2Rf+ksa3n6OZG7414haOXmVqStsuvEjjO89ddv+xb3xDtU2bRtSq1a8yNaWtr3rl0leGJGls+1k667Wv0lmvfRWTzgyVqSmd9cqLlvqsvdDQ0X//kra++kKd9csXM+nMUF03pa09X+cb27FdW193kba+7iKNnb1Nk993/ohbuPpU101py2uP91nj9jsVqlVtfd3FWv/jj9KxL399xC3EqSo2mjrw/g/r9Bc/h9/gDWBsx3bVt2/Vvj/9C7Xn5lSZXj/qJq0arZlj2v/Jq7T1WT/fmWzOz0mS2vNznYkoVo0VJ54xxl+PMZ4TY9wl6fmSPhdjfLGkj0l6afdpL5X00dJaiaE44etDlcrxH67HqPrpBCZU+r76Ikkz3/qWJh/0IImvCpmy+q2xd7/2vuNduvdjn1BMiaI+xfX32fz3bpFC0P73XKa7//rv1J5fGGHrVqdQr6uS8UeM9vyCWoePqL6Fc1i//q/zVTdtXDqXtWfm+KMQSnPgAx/R+p/8MdW3bx11U9aMjU9/krb+6kWqrJvS5MP5Q5okxVZLe676gM548jNV2zCtie07NLv7ZknSzHdu0kTfBwUYrTyptv3eJunDIYSXS7pV0nMHWShvOQUrLt5LuE+J1za3Y5ZYsNdlxbg3+uKQe283149lr2sse0NeVLW1fTeqO2TcDtLcbbfq7o9+RKFW08bH/qS9UWddgzhhke4dKRH3bsx3znhrt2RIt4+OfOUanfniF+rIl7+88mtPmZsOuswAz0sqG5PQz+5xHqIUorb/zzeqMjWpA1d+RLPXXaepRzzMWJmzHnMbRvmFrHHuL2KXrEgJE1ypX8zHpPbRI2odPqKtv3yRjv77l3TkC1/U9BMfZz4/t5RxlrdvVjqe8vKO54qW+nvuWzdo4mEPHl7pgZTrk1tKwbpA5dzGSstUpMr0OsVmU3f+7h8rVIK2/vpr0vrNGhv9ZVMWn95/APbcLPJcn1Lqqf+x2Gppz+Xv1cKde7T3ve/V5qc/VYf+5fOa/95uNe6+Wxsff4EmH2mczzx5//6W9RpXKnPhjTOjZEIwSpd11jfYdmKrpf2XvE8Ld+zR/ne+Txuf8QTNfP2bah64V0f+5Qva8PjHaOoHH569sjLPZ4MsU3Cfmef6/utTq6X9775MjTv2aP8l79OmZz9FB6/6pFSpaOIh52n8/juz11OG/jYv3c5f6sgsTeKWr7OWiTpy7X9q/o7bdPdnPi5JOv1JT9PErvvr9r+4RLVNm7XxsY9bvu6U90GDligbZNx518F69nYWprPvP3KOPY1b2JD9LdP6MXs8V+eyB2513h7QrYl831bINfGMMV4t6eru/98jiS/ln+ImduzUOa/+VR38t6t15Jova9NjBpt83lfMfvvbGr/fLoXayfwN575p8ZOUqe97uBbuuEOyJp6Q1EmBHL//LoVKRRMPOk+HPvf5UTdpzZj5z2s1/eQLRt2MNWHuWzepMjmh7b/7a5r56jd05NOf18ZnPGnUzVpVQrWq7a+4SK2J42/gtrzsF5Y9J+aeRZ7aQrWqrb9y4bI33Tve+dbRNWgNCNWqtr7mlZKO13fc+vqLRtmkVWnDIx6pDY945LL7Jnfu0sYnPX5ELYKHAkAwxebxar6V8QmF+3iwUJbGnr2avfY67f3L96qxd5/u/eQ/j7pJa0J7fkGx3fkL2tz3dqt2xukjbtHqN7Zzhxr7Oj+lX7j9TtVOP23ELVobYqulxp79GtuxfdRNWRtiXPq6cmX9OrVn50bcIADAqYKPabBk6etDe+7Unssv1WlPfpru+dTHpRBUnZzSlue9cNRNHLnYamnvZZ0+2veXna9YTT+uk5K5551/rs1Pe+qIW7g6xVZL+9/T/crQuy/Tpmc+VQeuvEphbEy1M07T1NOfPOomrjqx1dLe93b77F2XadPPPFUT591fe//03QpjdZ3+co7Hfktf57t9j/b/2fu06b89Re2ZWU085LxRN23Viq2W9v/5Zcv6rLF3v/a9/S+kdtRpL3veqJsIADhFMPHEksWvD/U6+8JfGlFrVqdQrWrbKzt9FKvLv0q17bWvHkWT1oRQrWrrq1+57Hci2974Kz1PGEGjVrlQrWrbRa9Ue/x4n43v2qnpx3d+19k//pD9dT5JmnzYg0fToDUgVKva+suvXDaeznzlS0bYIgDAqYqv2gIAAAAASjX8TzwzU9jsv9y76bVFbLvLTnqzovGcdRm92hoL5u3WuJVem5AYVqSUT6IS9pmVNhqcAWAlPSalYxYpJVEygdln3kIJCa3WseGlI5oHbko6pcVNqbYS6JZvqDcpzyrpYh2DKW12U5KL7JsiOal9Vj+fkFC69PwCtr+aJCQBW6EzZnKt/BTzzOe76cEj/qTcPAdF87YZVO+UsDL7wErUdPq4yOttcHaOGUhUdOKztf3iTnW2YY2/Yb0RSKiikHtd3mMp/VlE1yyuw9q8842ctvFYqOU/B7rHrbEd973LMHjHYC27be3x7OcvTHvbyT5xNcft11+fzW7c2BG70f1zm5XwiScAAAAAoFRMPAEAAAAApWLiCQAAAAAoFRNPAAAAAECpmHgCAAAAAErFxBMAAAAAUKqhllOJMpKXE+K9k6SUP7Bin71IdCvCuercNmLh2/UC882LThe3kt+N+1P2pReVHVrWA/m3Y2/EKxlS3PbTykzEzNvRaYC5nYQYd7fEgFWyoMAY8+A1etDo+Z5jtW0sFJo5G6bEfjZXlrCuYZUgyTs2ij42iiwxkNQAa/sr3C5Kgcezv50Cy3y0B1woGP8/6PatMWhdn7zzWc7SLN4ybjmbIs8bloSPG5L6ZuTvUXKcA1Y6X3hle6wHiu6zvMdg2deAxfWb5dacZVNKGpnHk7OdUY/NEsvnLWqP2cs0J61H7IaZlfAa3pyHcir4/9u721jLrvq+4791nu6dufPk8cPY2GNsqDEB0gC10qS0COI2uC2KeUNCmigWJEJFVRqiRA2kL6pWqtqqUVVUNUjIeXBUmgSREKxKQSC3zYMiSAxUhWIoFIyfxh7jpxnPnXvvueesvrhn7Dt31u8/dy/vfe54zvfzZubsc/dee6+99tp73XvObwEAAADAJYSBJwAAAACgUww8AQAAAACdYuAJAAAAAOgUA08AAAAAQKfmmmorqRimVJVK1bCMahXhiDZ9K0i1XTtq4rxM+dPgzIVpYk1Fx1+TMlZTTovlu9S0NlM4W7fbmOBzr4OEPpfGHKbNtnkNtpnyVtFoLkjC3f7S1YFJNKy6ztrs6yquzb3Wakp52+y+BRXdRuLtuU3VJKQ2/PlQm0nANYIkYNc/Rf1W06TFmj6w9UTNvb4+XNrotGJbrjrn9eeOJvV8bp/ccdacs+A43bVelfo+rxR/19hrjt89hwUJ8r4PCNZpeA228hzU0TU8XS43znHPFzhZKr+3ueLXGayW35uMfEX31+1bRfzFEwAAAADQKQaeAAAAAIBOMfAEAAAAAHSKgScAAAAAoFMMPAEAAAAAnWLgCQAAAADo1PynUymkFdckOLfOzaSwy5kszmOG8+MdEcbbXycT493bcOX7HXDbcstD0dQkFZtrLCqkzR1oc2qYqvLbO5g0rThp4YHWzCnU3qaseU3b49aJqrnp9Bdta3F6oj1XM8VAjapro0VBH5DNyamZAcYXEhynvRFWlLPbMs573XAqBwVTI7jjrJmWAc37x6jNtPmnkCb31HM/GzxX+XXLi3Ob95qadaruj/Np6FXFtDk90Ryme6vmpo1ZKT/A5ysmdlNTs63JxB/o2lp5WDh63A8X951sVnH8xRMAAAAA0CkGngAAAACATjHwBAAAAAB0ioEnAAAAAKBTDDwBAAAAAJ2aa6ptUjlZNQcpnMlFg1WkT9WE9jVNuw3tLH/b62SCqXqTckG9TV9MzyRWTTeDChiYJK2ozhq/Edixzgv1G9RzTXpvduuY+k9B+pdNH4t+nePCGWuSaCvqrM3UvKp6rkin9IW0sM721+4cVCT0uv4hPMymfVDQZmyiZ035O4vJ5v/bV6lJ1nZNI7gGs+m3Lo14QqPifDa+34T9Zrmc3N/jePmdZWx/PY9g47bLqLluqzqO3ZX7Ah+CKdl+u3l57rrN/aj8ipPgdi66p+5869zPuuKjfqvmGdGuE7QNu725ZaU3K7ZiFoVwhouapPx5pOvPSW9YvnD37TdTX0haGo6Lyzc2/dBvfVA+cZNlv054TRfwF08AAAAAQKcYeAIAAAAAOsXAEwAAAADQKQaeAAAAAIBOMfAEAAAAAHRqrqm2Ujm1KkyyspFlUWzf7su+KBd0GYWQmuH8ZORfT5bcxkwyXMWvDMIUUndAUaW5OriEAyUtl+YXtk2j7cTlptuqSNWtEl4ErvwO01a3r2LKuSBVd/tLl1Lcr6i0hgG50TqtXmdtrLP9dZupgW2mFl7KfVBFcqbru223Hfb17g2/jnUp13NDcb/ZZrx9i0rFz5a5hNQoJdoeZtQ2XXqtS6gNn11qbp7NV7lgnSgBVxdJt68J4jXrVLUmex+uudc2qP+L1VmU0m1nEQi2Z9pNtBe233TtuSJ1/cKN7+Jnom2Z9afjcnTs5qa/oA4slw9oOvUHesaUM1r1O91fb9bW+IsnAAAAAKBTDDwBAAAAAJ1i4AkAAAAA6BQDTwAAAABApxh4AgAAAAA6xcATAAAAANCpuU+nkgtJvdlMYyDJT0tQMWVEmBTdNBY9mmbD1Opk3/krrR17MdL47LXldZaeLh/oYNWXv3PalnOmQ79OHpipJGp+NdFCIvp01k5SOdl562fcvADBiS61v3B50Dan7uqpaM/h1CD+rfN/bnjxn3RtIIoxt9dTPyjPvGfrc07TMuQd+ep5MN3+ZnmdzfI+2ymQFMTlB+fIXoNmedvtzO/0jpW2n1vTPzS9ziJhO3P9U03d2J+v2NbOVba3MzfNQNDX2r7GFR/Uc9U1aOfZiNYJ3ivZWUR0DmemwfU0HZjpRNy0SUEdu34z7HPtNdhi2yyZ9RduyoiUms/dFT4HuPPk1omOsc22GXF9musCwz7I7Fw0pZF9Rq04llbvqQ3Kj+pEwbRN8u0p7LfsM1rzdfx9w29r1+1s+/mouQ83nIpu//KG3dSNh54pLl+b+MHAeFKutI2hf+DJUZ9SwF88AQAAAACdYuAJAAAAAOgUA08AAAAAQKcYeAIAAAAAOsXAEwAAAADQqbmm2maZwKYo0dOlX7WZslZhZzrm+e+Z4g+Oz19w1foL/z188GxxnecGh4vL0+M+/ssnhgWJmm6dmtTCmlTbHefsXJJnlCOWTUHBqbGJjlUpnHZbLaeNOjuKeeHYom31TXJrdJw21davYuugKrUweO+l2t7uTQyfS66cBknAaVLe6Sid1KbXurqsaWdVdpSzvVy3C2bfomRtGxpY09dfJHGxvANuud/WbsP80rZzm027sec/WMcl5FYlAYftaQ/SqHfRzuKUaPOGq//o+GuSpW2qa8f3h3P7OjXXoEm9l6Q0Ke+068+k6N7p2kzzNPSonhsGakoqJP5eLKHV1KUkTSfl99I42LGaVFX7XNvi826TVN1ZUrer/xzswHRkkuKjZzfTzqJk62zKsW0z7Dd32QfuYnYBl6y99Wb5vX0H1ovLX3fVE3ZTN+57urh8HDy8LffHxeX3n1q262ycDiL+C/iLJwAAAACgUww8AQAAAACdYuAJAAAAAOgUA08AAAAAQKcYeAIAAAAAOsXAEwAAAADQqV1Np5JSelDSaW0FkW/mnG9LKR2V9PuSbpL0oKQfzzk/E29IxaFuNDWKfa8ixjzXxJjX/LyJZD60Y8qU7a9feaRcdV+BODwZAAAbpUlEQVQ5ta+4fPqUjza2c6BUxI5HVeaKsVOwNKn/3eyr+ZlpMC2BY9tZzXQBVVPQVLTNnavsajoVEy8e9QRu15pEr19MWGcVcfG73bfBtvx203BdlH4eBFMMNI2+l3wd1ExBY8to4Zydt42G03mY6Xwk2WkuWtfwGqyarmHnVEcXrzLloZ9LYDo101xsmhVqpmWI2obbXotdQNU9ILie3DQLPTcFTfgcUjMNVPN+y02zYGZ6iuc7q5g2x0331AtOtK0bJ6ozs614+gmzPNqtC9ra7IftXHjB8bvHreB6sqetzesp0kJfd9GfjerMPKOF91T77BKU49r6wPS1Fc9uO9tm2FbP/Uzf9/XJ7PORlfKUi28+9JDd1q3Lj110X3Z6cPnq4vLHri1P7ShJJx871qiMJn/xfHvO+Y0559tmrz8k6b6c8y2S7pu9BgAAAADgPC/lo7Z3Srpn9v97JL3rpe8OAAAAAOBys9uBZ5b02ZTSF1NK758tO5ZzPiFJs3+vKa2YUnp/Sun+lNL90+fPvPQ9BgAAAAC8rOzqO56S3pJzfiyldI2kz6WUvr7bAnLOH5P0MUlaOn58Xp9gBwAAAABcInb1F8+c82Ozf09K+pSkH5T0RErpOkma/Xuyq50EAAAAALx8XfQvnimlFUm9nPPp2f9/VNK/knSvpLsk/dvZv5/eTYHFNK+KlLNoHZte23ZCqWMSs5ZHY/v6yqXyx5D7w3LUo0ufk6Tepkn/avn4qxKH3bZS/LpcjtlWv3HxNuUt3A+bjhms02pC6c5tV6wzEyU62qS9MFW24TphSvUef1DCJU0G6ZA28q8qbdQsjlIDK6pst4mG238uu8bRNKFX8qnCe3z+26jL3dVZcAJMn+a2FbfNhssjwblxh7Pr+txFenLN/ckmatbUWY0wPdikjZok3tK2LpaqmaN2Zvu65m3TiurSJQ5Hm3PHW/XAU8E+b86rfLe8+bXZ6F577mdt6n3z44+uQfdcF1+37d2fqk5nxVik1yuPH0b98ljghtFTdluvGjxd3lbyqboraaO4/BUHXmPXeXxU/KaltZuP2h6T9Km0VesDSf815/yZlNJfSfpESulnJT0k6d2NSgYAAAAALISUa36dW2np+PF8/Qd/8YLl2cy3JQW/zQh/07nHf/FcKv9m4tprn5UkfeGOf1exUQAAAACXopvu+TcvvnDzpQZ/pe0PyuOH6698rrj8A6/8n3Zb3z86UVwe/cXz4c1DxeW/fuLtdp0vff6W4vLv/NIvf3HbFJwveCnTqQAAAAAAcFG7TbVFi/7mZ37lgmWvu+KJ4s/+2YOvKm/k2yt2+73N8vLoe6E13/uZuu92tPAdz91Ik/JK7vgjU/NX9+kwWMn81sp9h0hSu9/xrJA2yr9rShvRRwjM4lHwSQVXB+43fZfCdzxdI9wsL0/rwe/t3HeygraRh+a3kKbOot+advkdz12Vs17uHNLYF+Ku5+nI/3bW1mfVdxzba2dRXdo6G/v2lNx75V+Oh58isnUWXWctfo+s6kNWDa9NSUpny22wNy4u1jTqz9x7Nf1W0DbtNe36kwrZ3AMk36e5a1Pybc1+Wi26Nl2dRd+9q/iOp22DNe1srVxnvaCvc89iOerrmtZnzfcVa+61rvonQTt73l2bwTkzz5vh/cHVTUUfOK+v7C4C/uIJAAAAAOgUA08AAAAAQKfm/lHb0scvwrh8O/1D9HGNhjtVI/qIUYsfDRyYqVnGwZmzHyOpmBoknk6k4RQkFeclKj+ZAw2j393HQtzHhqOPRrb5sdGaaVvsx4X8pux1E/UErs6ijxQ3/FhQeM20OT1SxHxix00/EB2/++5+GP1e8TEzW35UTtNtRR9BddMf2GkZKnagZgqamo/mNb3OIlFcvqnPafRxRjfNRsU0I1VcSEbF1FFVu+b6+nHQoNz9yd0fwumh2vt4clhn9t7d4tcNommYXL8RzoLkrqeGy6XKOmveohp/DDxs52ZbUV9X8+zQcJ34nmoWt/jsmqfNn9GjOrPPLuH9wS1vXmdt1k20rZ55b9Qrf6/iUG/NbsuFCC0F7Xk5lb+L4MqXpNxwJMlfPAEAAAAAnWLgCQAAAADoFANPAAAAAECnGHgCAAAAADrFwBMAAAAA0Kn5ptoOsqZHNi9cXpEQ65KfWucC8ILyh6PCMUraPzQzV0taGayXly9vFJd/r1SPM8lMEF2VBBwl0DVMDIuS4WoSwyZulSAd0ibgmfTg3tBPTtyrmFTdJVqG9Wz22dVZNEH7dFKOjcvBHMzOYOhTzlwac79fXh4mpxo16Zj9nj/QbOp5c1pu6NNgUvepWSfStG5sWwremwYJkO49Vy9b75WXby6X29lk08cWTs0k7VFf69J7o7px101NG7RlVDTOzSCJeDI2fbppg1H5ybWzln8N7dqG3beKPnASTB5vQ78b3gMk+TTu4Jy59hTWs1unYRmRaZDGPXFpo+balOQTQk05rv1tvenfaiq6Buw90vXp9mbvt5WDdWxafpSUbtqn7c+iftMtr2hPNdfTdKn8Xh5UNICgD7B9XU26vjvOijrrBc8h7n7nnl16Lo5f0rCiOnsmCXcYpdo2TNHnL54AAAAAgE4x8AQAAAAAdIqBJwAAAACgUww8AQAAAACdYuAJAAAAAOgUA08AAAAAQKfmOp3KyvK6fvjW/9doHReL7yJ/JWkYvOeMs5kywSzf1/dToxwanC0uv2K4ate5anC6uHx4XTnC+OEjV9htrW6O7HtNDYK6dOfAn7OKaUZa1jMh+678KELabWsQrNM35QySX2czl6egGPXKU+osmeVtGwb77N5zy/sV12zEtU13PUfrODXbGk+bd7mubqL97Zu2OTZtKXpvbTq06zQ9n9G21k3dRPu8OfXvOe76dNty+xUJp60xkxmsT3w5a+Y91ze4vklq3s4l39bdsUSifWtqIzj/TacHGvaDvr7FfrvN449smnM2NlNqSdKZcfnZYRK0Z1c3y4Pm96GJm7qqovxoahDXBtw60ZRS0b450bRezr5B+ZlzZPqz6DlkbVLuh6O2EV1rJVGdrY5N+dF0W2Z7UV32G05NUtNmovPvylkK+pr9w/IUiq8/fKK4/Mr+Gbstd7ddi6bcM/3GNUvlMYokjY75sU0Jf/EEAAAAAHSKgScAAAAAoFMMPAEAAAAAnWLgCQAAAADoFANPAAAAAECn5ppqe7h/Vndc+ZULlo+z341hKiejuXTQaJ2I2weXqNiTT9I61F8rLj/YK6fdSj6F8qbR94rLTx1ctttyqVQ1KZjLvXLCVsRtK7IRJFc2tZx84rBL23Tnf1KR2jiUTyxrU5tJsDXnLG5P5fcm5ndd0TkbmW1FScg1x+PSsGu2tdS82Wi9YTHRbw2HFeW7s3nGJE1urdOsoChx3CVnjoMjXXNJvNmn57q26fqAmr5pGuyza+tRXzNxCaUq71vbfXCbfY07lqjOXBpydJ7dPToqp+m2oucQt881dWnTo4PnEHc+o+etqD4dtw9R6rnj7g9RsnVUB03LqXl2cvsW7XNN3bh+46B53oyeg13bfHpywK7j6uaAKX8UlL/R8Hlbklan5cTlmnR51z9GfXBNIv1yr3zOovN/dPB8cfnx4VPln694Ro+uGFdnr9/3iF1n/dXluvmmKyMoHwAAAACAl4yBJwAAAACgUww8AQAAAACdYuAJAAAAAOgUA08AAAAAQKfmmmo7Spu6cfh0o3VqUkV9aqAfZ7s0LZfAF3GpdSvJp08t2wSwchLu0X45+aqWSw7d3/PJZE2TE+PUxvJ7UWpmz5Q/qkgNdOmYde3PJ5bVJHdOzTo1XBJsdC5dPUeJjk3PZ5R2OrTl21W0nMpvTnKQhGvWkdnn/SlKLWyehDrO5XazZpZH9ieXqBldg+W6Odzz5Z+eNtu3UVC+z9MMEiVNgvSZ6XrF1sqiO4DbVtRvLAfXjTMxq9Rkzbp9c32gJK2Y+1OUnrzm+rqKe6pbJ6rnqE8pqelnw3taxb3DpstXpKC6fns1TLV16e4Vz0EN06O3ynFtxq/jE4ejBO3y8Yxq6tmUE6WtuuOM0k5Hpq9zz47Rs5u7ns4E9eyekVfM83aUOl/j2Wl5JgeX0Cv5NuDGCOFzUMV5rnHQpNS6+7B71pGkNXNPr+mbrh08Z9/7e4e/Wlz+n8zP8xdPAAAAAECnGHgCAAAAADrFwBMAAAAA0CkGngAAAACATjHwBAAAAAB0ioEnAAAAAKBTc51OpZeyDvbWLlgeRfu6qOJoHR+J7OO1XYz2xE3LUDFmd3HMUvPo9yUTrS3FU5A4+83xR3H5TU2j6VdM9Pa4IpG75rcprv59ULdvZ1H5dgqS4DinQVx2UzVT0NS0gXHDqXaWgjLcJA/R1CDOMFinb66bnllnyUxZIkk9s61+8q1jYI50ovLUIG5/JWlq+roljXz5ZnNROadNP+Sv26gPKC8eBuUvufrs+fZsI+bNrkXt35XipgDaes/tly/HcffBaFoAt29DO6WXF/WPtg+wfa3f53HFFFmN1fRzFVNmtMn155K/1wyD56C+ytNMbITTfZXfc1ODRFOGuCk7onUcN52LJN/XmHKi68m9554dpbrr1r3npk2Jrqf9bmqOYOquDXOefTsL+iB7r/GW05ni8nGv+ROfe96LprpypUTPqK4FRnt8sOem2inXznr27Xzd7Nvq1A/9XDu7JpjCsen4hb94AgAAAAA6xcATAAAAANApBp4AAAAAgE4x8AQAAAAAdIqBJwAAAACgU3NNtU3KxfSjKBnPpTPWJMZF5Tg2ndIkI0aixDJffvMUUlc3kxwkelYE8Lk9cOmQbXMpaxGXwObqxqbQKqjnoHxXzjhMDew+HTFWPtNR/btk5eWKdEK3xrjiGgwTh13apzmWdZMAuVWOSQBsMelyUtGfbIats2wtN087df1JlH23Yc7nRnCcI1OfbluS75/GZlvTaFtmnSjR0YQW2vKluO8uCn7c3VNq0qubt6bgWILya/rnNZOQ6tPI/bZcfxal2kZJsI7bN9fTRGmSLm3T1UtUfo2a5FbfozYXleP2zSX0uiTm2vJrNH2uW+5F7bks7gMaPgdEaeCmT42uGHec0XW7bM6buz/FKd3tiZ633blZnZoE+aAcd62vZT/0Wzbp5kvBs9tKkCJfwl88AQAAAACdYuAJAAAAAOgUA08AAAAAQKcYeAIAAAAAOsXAEwAAAADQKQaeAAAAAIBOzXk6lXLEdBhjnlyEss8jrpl+omn0dxQe7LYV7bNfx0z/URG97yLhJen0tBy73GbEfC+Ivrcx8kFcfU1ce9OE8+j4naj9+SlYovbc7PdDNVMNRdH/buqgmrh6z0d1uz2Lpp+wU6NUxJjLHP802Oeh21rQnIapfKTRdB6Om2plPW/YdWw9B+W7OnNTOUTtouacnZm66Sea949uao5o2iA3rdVaONVQeZ3loH+Uec+VMjL3TUlaSuW+Pp42xvXPwbQxZrm7b9z5Fx+w23LHPxr5a/DuN/5OcbmbLiCamsTen4NzNsrNp4Jz14BbJ5oaZWzem7T894a+7evam5ok4u6PG+F0Hma6q1SenCK61zU9Z9F7NVOwuKnYJqb9RaJpPlw/XDOt1zv+/OeLy6ebfgfyhmnrA3+cf3L7R4rL7/zyzxWXDwe+P9mclOt5aeinG8vmXnN2w0/csm9UboPff+WJ4vJhz+/z2DzXn9kc2XW+/tQ1xeXPPHHIrpNsP/yrxaX8xRMAAAAA0CkGngAAAACATjHwBAAAAAB0ioEnAAAAAKBTDDwBAAAAAJ3aVaptSumIpLslvUFbuYzvk/QNSb8v6SZJD0r68ZzzM9F2pkrFFLYPfO2n7Doro3IK43ji09zWN8uHtTTw6VPuvTWzrefXluy2XNJdr+fTt1ZMktWNB8tV+uTZA3Zbz4/LiVWTafPfM6Qgte+5M/sarbO56c/Zyr714vIbDj9n19k/KLeNUc+f51Mb5X1eHpTr/5ql03Zb77vyz8tlZN82nKbJtVKQkBtsa6zyOVg2aX6ST9rb3yufM8knKrrlvpalnklBHAXZ0kupnLIWJfDZREETtHc6CA10qbbLzQOH7T6vBYmiLlU2yjmM0mOblhMlwVqm/GFwzlx6rEt6lKS7v/d3istv3f94cfnx4VN2W87q1PcBp6blPuiZzRW7ztrUpyCWHBv6ftOlmj66foVd56GzR4vLN0xqoiQ9+vzh8jrmnnr8av/4MDB9wMrQ90G/89RbisuvHpV7myWTditJB/trxeVRH/jcZH9x+YmNcr1I0v5++Z7m+vRH147YbZ1YLadQrprng0g/eHbZZ+6dy/3y8o2pf+w8u1lu59HznrMRrDM2CaUuhXQzeHYaj8vHEz3vDfrl96KUZLcPbp+Xhv6e7tfx14DbN/dceXDJXxs3X/u94vJnz5b7Rkl69lT5ehqO/D7/o6/9THH59131RHH5kdFZu61HVv215rhz9rTKxyJJV+0/U1z+Nw4+WFz+iqHvN8e53DbPTH0fcHT06uLyP5mUl0vSsF9+3vqu+fndPh18RNJncs6vlfQDkh6Q9CFJ9+Wcb5F03+w1AAAAAADnuejAM6V0SNJbJf2GJOWcN3LOz0q6U9I9sx+7R9K7utpJAAAAAMDL127+4vkqSU9K+q2U0pdTSnenlFYkHcs5n5Ck2b/FWUdTSu9PKd2fUrr/2af9RKcAAAAAgMvTbgaeA0lvlvTRnPObJJ1Rg4/V5pw/lnO+Led825GjzT+nDwAAAAB4edvNwPMRSY/knL8we/1JbQ1En0gpXSdJs39PdrOLAAAAAICXs4sOPHPOj0t6OKV062zR7ZK+JuleSXfNlt0l6dOd7CEAAAAA4GVtV9OpSPp5SR9PKY0kfVvSe7U1aP1ESulnJT0k6d0X28iDq1fqZ7703guWX3PoebvOXztUjl1eCqbMOLlenmpkaiKkI88lH+/s9E3stIsdl6SbDpYj+68elevm6KgcuSxJm24qiyD6/sm1cp25eHNJ2jDTo/RMNa+bCHHJx3gfGPhI7qOj1eLyQa/5d4kPmKlZrh2dsut89Mm3FZc/cbYcYy/5fYva5tqk2VQKUSS7i7g/GExL8JNXfb64fDJdtuu4GO+emdBjGvwOzE1Z0E/lcyb56TSeC+pyaKZgsWWY60ySls3UDOOg35qYunGlrFb0Z3bKGEmTiilYStNjRX7t8R+17x0elqPsDw98xL2bZmJ/z7eNN6w8Wlz+mlF5OpVXDnwfUGPV1NnjEz9F1hkzPYu7bo70yn2j5KdhiqZUusb0gwd75WlGJElXlhe76+amUfleL0mnTF/z3Y2r7DqurUfTDzhXmzYQHf9aLvc1T478/WHF9HUbps6+2jtut+WmoHl01U/n4u5Dg2BqkKNL5WeRY2YqspopQyKnNsvPaE+t+ykr3D3VTTWzHkzN4p7E3JQlUlwHjjsH7pyNBv5+5sq/bsX3de4Z4fS43DfdsP9Zu61XLz9p9su3s5Pj8nVzxcA/C7spql6zXO7rXzs6Ybf1zY1jxeW3jMpTs0jSEXMf+tyZW4vLJT/d1TtWvlFcfvPQ3zcm2T1v+fb3xuVHisvffvgBu861g/K5fqv5+V0NPHPO/0vSbYW3bt/N+gAAAACAxVUxyzcAAAAAALvHwBMAAAAA0CkGngAAAACATjHwBAAAAAB0KuXcPF2rurCUnpT03dnLqyT5GDssAtrAYuP8gzaw2Dj/i43zD9rA5euVOeerdy6c68DzvIJTuj/nXErKxYKgDSw2zj9oA4uN87/YOP+gDSwePmoLAAAAAOgUA08AAAAAQKf2cuD5sT0sG5cG2sBi4/yDNrDYOP+LjfMP2sCC2bPveAIAAAAAFgMftQUAAAAAdGpPBp4ppTtSSt9IKX0rpfShvdgHzE9K6XhK6X+klB5IKf2flNIvzJYfTSl9LqX0zdm/V+z1vqI7KaV+SunLKaX/NnvN+V8gKaUjKaVPppS+PusLfpg2sDhSSr846/+/mlL63ZTSMuf/8pZS+s2U0smU0le3LbPnPKX04dlz4TdSSu/Ym71GW8z5//eze8D/Til9KqV0ZNt7nP8FMPeBZ0qpL+k/S/r7kl4n6SdTSq+b935grjYl/VLO+fsk/ZCkfzI75x+SdF/O+RZJ981e4/L1C5Ie2Paa879YPiLpMznn10r6AW21BdrAAkgpXS/pn0q6Lef8Bkl9Se8R5/9y99uS7tixrHjOZ88E75H0+tk6vz57XsTL12/rwvP/OUlvyDn/dUn/V9KHJc7/ItmLv3j+oKRv5Zy/nXPekPR7ku7cg/3AnOScT+ScvzT7/2ltPXBer63zfs/sx+6R9K692UN0LaV0g6R/KOnubYs5/wsipXRI0lsl/YYk5Zw3cs7PijawSAaS9qWUBpL2S3pMnP/LWs75TyU9vWOxO+d3Svq9nPN6zvk7kr6lredFvEyVzn/O+bM5583Zy89LumH2f87/gtiLgef1kh7e9vqR2TIsgJTSTZLeJOkLko7lnE9IW4NTSdfs3Z6hY/9R0j+TNN22jPO/OF4l6UlJvzX7uPXdKaUV0QYWQs75UUm/JukhSSckPZdz/qw4/4vInXOeDRfP+yT98ez/nP8FsRcDz1RYRrTuAkgpHZD0B5I+mHM+tdf7g/lIKb1T0smc8xf3el+wZwaS3izpoznnN0k6Iz5WuTBm3+O7U9LNkl4haSWl9NN7u1e4xPBsuEBSSv9cW1/D+vi5RYUf4/xfhvZi4PmIpOPbXt+grY/c4DKWUhpqa9D58ZzzH84WP5FSum72/nWSTu7V/qFTb5H0YymlB7X10fofSSn9F3H+F8kjkh7JOX9h9vqT2hqI0gYWw9+V9J2c85M557GkP5T0t8T5X0TunPNsuCBSSndJeqekn8ovzunI+V8QezHw/CtJt6SUbk4pjbT1ZeJ792A/MCcppaSt73Y9kHP+D9veulfSXbP/3yXp0/PeN3Qv5/zhnPMNOeebtHW9//ec80+L878wcs6PS3o4pXTrbNHtkr4m2sCieEjSD6WU9s/uB7dr67v+nP/F4875vZLek1JaSindLOkWSX+5B/uHDqWU7pD0K5J+LOe8uu0tzv+CSC/+smGOhab0D7T1na++pN/MOf/rue8E5ial9Lcl/Zmkr+jF7/j9qra+5/kJSTdq68Hk3TnnnUEEuIyklN4m6Zdzzu9MKV0pzv/CSCm9UVvhUiNJ35b0Xm398pM2sABSSv9S0k9o6+N1X5b0c5IOiPN/2Uop/a6kt0m6StITkv6FpD+SOeezj1++T1tt5IM55z8ubBYvE+b8f1jSkqSnZj/2+ZzzP579POd/AezJwBMAAAAAsDj24qO2AAAAAIAFwsATAAAAANApBp4AAAAAgE4x8AQAAAAAdIqBJwAAAACgUww8AQAAAACdYuAJAAAAAOgUA08AAAAAQKf+P/Odt27ebA45AAAAAElFTkSuQmCC\n",
"text/plain": [
"<Figure size 1152x1152 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"string = L_strings_coord['130']\n",
"panels = string['panels']\n",
"\n",
"\n",
"epsilon = 10\n",
"matrix_expand_bounds = [[-epsilon, -epsilon],[+epsilon, -epsilon], [+epsilon, +epsilon], [-epsilon, +epsilon]]\n",
"Points = Utils.gps2pixel(string['points'], geot) + matrix_expand_bounds\n",
"\n",
"\n",
"\n",
"plt.figure(1)\n",
"plt.figure(figsize=(16, 16))\n",
"#plt.imshow(GR_T.raster[0,Points[0][1] : Points[2][1], Points[0][0]: Points[2][0]])\n",
"plt.imshow(GR_T.raster[Points[0][1] : Points[2][1], Points[0][0]: Points[2][0]])\n",
"#plt.imshow((GR_RGB.raster[:3,:,:]).transpose((1, 2, 0))[Points[0][1] : Points[2][1], Points[0][0]: Points[2][0],:])\n",
"\n",
"plt.title('Subdive Origin Image')\n",
"ax = plt.gca()\n",
"\n",
"for Poly_key in panels.keys():\n",
" \n",
" Poly = panels[Poly_key]\n",
" poly = patches.Polygon(Utils.gps2pixel(Poly['points'],geot) - (Points[0][0], Points[0][1]),\n",
" linewidth=2,\n",
" edgecolor='red',\n",
" fill = False)\n",
" plt.text(np.mean([x[0] for x in Utils.gps2pixel(Poly['points'],geot) - (Points[0][0], Points[0][1])]), np.mean([y[1] for y in Utils.gps2pixel(Poly['points'],geot) - (Points[0][0], Points[0][1])]) , \n",
" str(Poly['id']), bbox=dict(facecolor='red', alpha=0.0), fontsize=8)\n",
"\n",
" ax.add_patch(poly)"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [],
"source": [
"points = []\n",
"keypoints_to_search = List_P_strings[:]\n",
"while len(keypoints_to_search) > 0:\n",
" a = sorted(keypoints_to_search, key=lambda p: (p[0][0]) + (p[0][1]))[0] # find upper left point\n",
" b = sorted(keypoints_to_search, key=lambda p: (p[0][0]) - (p[0][1]))[-1] # find upper right point\n",
"\n",
" # convert opencv keypoint to numpy 3d point\n",
" a = np.array([a[0][0], a[0][1], 0])\n",
" b = np.array([b[0][0], b[0][1], 0])\n",
"\n",
" row_points = []\n",
" remaining_points = []\n",
" for k in keypoints_to_search:\n",
" p = np.array([k[0][0], k[0][1], 0])\n",
" d = k[2][1]-k[0][1]#k.size # diameter of the keypoint (might be a theshold)\n",
" dist = np.linalg.norm(np.cross(np.subtract(p, a), np.subtract(b, a))) / np.linalg.norm(b) # distance between keypoint and line a->b\n",
" if d/2 > dist:\n",
" row_points.append(k)\n",
" else:\n",
" remaining_points.append(k)\n",
"\n",
" points.extend(sorted(row_points, key=lambda h: h[0][0]))\n",
" keypoints_to_search = remaining_points"
]
},
{
"cell_type": "code",
"execution_count": 42,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[2591, 1217],\n",
" [2710, 1217],\n",
" [2710, 1260],\n",
" [2591, 1260]])"
]
},
"execution_count": 42,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"k"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.7"
}
},
"nbformat": 4,
"nbformat_minor": 4
}