{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial example\n", "\n", "For this example, we'll calculate the distance to the nearest road using a global road raster derived from Open Street Map. Our goal will be to compute this at a 1km resolution in globally in the Molleweide equal-area projection, but we'll approach the analysis in steps.\n", "\n", "There are a couple extra dependencies:\n", "- We'll use `mahotas` to compute a fast distance transform.\n", "- We'll also use `shapely` and `geopandas` to preview the geometries of the chunks." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# Install the mahotas library if necessary\n", "#!pip install --quiet mahotas shapely geopandas\n", "\n", "import mahotas\n", "import numpy as np\n", "from rasterio.plot import show\n", "from cog_worker import Manager\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup\n", "First we'll define our output bounds, scale, and projection using a `cog_worker.Manager`. You'll use the manager to preview or execute the analysis." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "manager = Manager(\n", " proj = \"+proj=moll\", # molleweide\n", " scale = 1000, # meters\n", " bounds = (-180, -90, 180, 90)\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Writing a Worker function\n", "\n", "Next we'll try reading the COG. We write a function that will recieve a `cog_worker.Worker` as its first parameter.\n", "The worker keeps track of the scope of the analysis and provides the `cog_worker.Worker.read()` function that will automatically\n", "reproject and rescale the source data to the output that scope you're tarketing.\n", "\n", "We can preview this analysis at a reduced resolution by passing the function to the `cog_worker.Manager.preview()`.\n", "When executing an analysis the Manger will create a `cog_worker.Worker`, and pass it to your fuction." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Let's check what the roads raster looks like\n", "def get_roads(worker):\n", " # use the worker to read the COG, reprojecting and resampling as necessary\n", " roads = worker.read('roads_cog.tif')\n", " return roads\n", "\n", "# Preview the analysis at a reduced scale\n", "arr, bbox = manager.preview(get_roads, max_size=1024)\n", "show(arr)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's add some analysis. `worker.read` returns a Numpy masked array so we can use many different libraries to operate on it." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Run a fast squared euclidian distance transform on the roads raster\n", "\n", "def get_roads_dist(worker):\n", " roads = worker.read('roads_cog.tif')\n", " \n", " # compute squared distance from zeroed pixels\n", " dist_2 = mahotas.distance(roads != 1)\n", "\n", " # take the square-root to get euclidian distance\n", " dist = np.sqrt(dist_2)\n", " \n", " return dist\n", "\n", "arr, bbox = manager.preview(get_roads_dist)\n", "show(arr)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next since we want to compute actual distance, we should multiple the result of the distance function,\n", "which measures pixels, by the current scale of the analysis." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Change from computing distance in pixels to meters,\n", "# as the scale of pixels depends on if we're just previwing the image or running the full analysis.\n", "def get_roads_dist_meters(worker):\n", " roads = worker.read('roads_cog.tif')\n", " dist_2 = mahotas.distance(roads != 1)\n", " dist = np.sqrt(dist_2)\n", " \n", " # convert from pixels to meters\n", " dist_meters = dist * worker.scale\n", "\n", " # truncate the results so that values above 10km get set to 10km\n", " dist_clip = np.clip(dist_meters, 0, 10000)\n", "\n", " return dist_clip\n", "\n", "arr, bbox = manager.preview(get_roads_dist_meters)\n", "show(arr)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Previewing analysis\n", "You can try zooming in or modifying the parameters in other ways. The `preview` function will change the scale to fit within 1024x1024px." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAW4AAAGiCAYAAADHiCxAAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8pXeV/AAAACXBIWXMAAA9hAAAPYQGoP6dpAACz6klEQVR4nOz9fbAtx1UejD+rez72OVfSFRLRlZXIRi/wxnYwmNhGFvZLAtxCgELioCJRooAAl50YyWAExhbBBmOMwFABDMYOFLFJBQdCpSDgGIEQFTsGWRbiI2Ab4xT+xYZwpRAhXevec/ae6V6/P1b3TM/eM7Nn9se556OfqlPn3n1m9/T09KxZvXo96yFmZkREREREHBmoS92BiIiIiIhxiIY7IiIi4oghGu6IiIiII4ZouCMiIiKOGKLhjoiIiDhiiIY7IiIi4oghGu6IiIiII4ZouCMiIiKOGKLhjoiIiDhiiIY7IiIi4ojhUBvut771rfiMz/gMTCYT3HjjjfjgBz94qbsUERERcclxaA33L/zCL+Duu+/Gd3/3d+P3fu/38Hmf93m4+eab8dhjj13qrkVERERcUtBhLTJ144034gUveAF+4id+AgBgrcX111+PV77ylXjta197iXsXERERcemQXOoOtGE2m+GRRx7BPffcU32mlMLZs2fx4IMPtn5nOp1iOp1W/7fW4vHHH8fVV18NItp6nyMiIiJWBTPjU5/6FK677jootTwQcigN91/91V/BGIMzZ840Pj9z5gz+5E/+pPU79957L97whjccRPciIiIitoJPfvKT+Ft/628tPe5QGu5VcM899+Duu++u/v/kk0/i6U9/Ov7+td+AJN8Faw1kKexOCiiCuliA9vbBT+2BL16AvbjX2i4lCdRlu6BTp8A7E9hTE9idBOWOBjGgpgZ6ZkAzA5qVoP0p+KmL4AsXYPenne0g0fKHWQG6uA++eBF2OgOsRK5IE2hnBzybgWflYsfYgsuWzy8hKEmgLr8MtLsD3t2B3c1hdhOY3QTlREHNGMm+QXKxkPG/uAe+sA/eu9i4Ri4LwEXwKM3cuO3KmO1NYZ96Su7X/DG7O/W4zsNY8P4M/NSnGvelAaVBWi+MbXXvdncBpdrb8d8FwMWs/m6aQV1+qu7b3hT24kXwfn1MFxbauWwXXJawT12orr21/50NDpwzYTuKoHZy0O6uzNs0AcauYJk753njsOC+bwqNe5doYFaC9/dg96ZVHxrzzc9h/4xOC9iLF3vHXJ3agTp1Crw7AZ+awOykbs5rkJU5r/dKqL0C6sI++MKe2IdgDpco8H68B5dffvmg6zqUhvvTP/3TobXGo48+2vj80UcfxbXXXtv6nTzPkef5wue6ALS1oEyDtQKXCTjXUFqBFIOVAVMBS+0TmiiBogykcrDOYXUOm6RAlsBqgkosKDHQ2kDxDDQDWJWuTdvZDk8y+ZxnoEyBrQYyU09oRaA0BSclsMMLE52nU1hzcfCYHgSIEigkjbGiJAUlCZAqKDASY6CzBKrUoJJARoMpqa6RZzN3Xe5BorQaNygNKIalzN2v4BgkwIyBtpdcBQ2mrHFfGv3XCdTuruvDfvO6OAUKAASAksV2SEPt7ALGwJYcfDeFUu6+pynIJmBOgNy0Gi8Pnk4X20ECJgVLs+raG/1PMqhTOwC1L7WHzhlKMqidCaCcgU4zUDYBpzl4JwN7w+1P0z6c1TFkGIQZqGyZ575vZQn71FOt17UWWEP7e1cYAAQkO8BuBpBqmW8yh6vj3XPbNeYAQVEGpTJ5rnUOSjJQkoCUgi4tFCyU0lCkoBZsjmvT/Roa1j2UhjvLMjzvec/DAw88gJe85CUAJGb9wAMP4K677hrVFl+4AE4swBNQogHvSdi+2Taw7YRgoECGgakZ8UUGeQNDBM5TkFaAmeuTViDOFif5bAZMp+L5HM695VawJnnZaQVONShLwYDcF2e0MVvuiS42bMH7UwAdnnR46PwYh+gyeJZhp1PQbAYoBWpxEAB56HrvhtbgCbXf6/B8bePgrnFpLgEp8e7DOCkzeOrmzBCwlT4Acr3k+mstaFqAAJm3SoGYu58ldwwSBU4TYJK1X3tRbHX1WN27+e5N8uY4wd3rvf3KgNKk/V4PgSqsrMinbjW+AZvjcSgNNwDcfffduOOOO/D85z8fX/AFX4Af/dEfxYULF/AN3/ANo9qx+1NwlsgNMBY0nYGKUiZbx8NDSVIZeNLO2BNVS0R2L0VW4oCNAjNoVgCzYtCxsCyej9bgRINKAyoKIElAWdZywTx+yak0KE3ku8VywxmOT+PzcKyAZrIpATYhUKpgDQNWph4pBaQJaFr0G21moDSthovLctSDv7T/87AGPDXykknFm1oJisBpJuGGtvtj/dxY/FPnNfp7V/VfAYkG55n827c5Hf5CbJxLaegkAYxZmLcSVuox3O4YzlNwloB35q7dsrQ7xmgTLc77vnkb3LsGlIZK08W+h8f7Y1YBQ7ztmZGX3X4hdqcc4eD14NAa7n/6T/8p/s//+T94/etfj3PnzuG5z30u7rvvvoUNy8EwBry3JxM90WBrgbJsX65qDbW7KwaTJGSBRLsfBWgCqxUyVSyD9/eXHzcPIlCeg5CBtZL+7DBUNjepmMUrKwe8FMLmFUHlucTTh3yVFFSe10vp4HMkiRgMraqXHRPARLAJQBnBWGfRFckO+h5A6D8xT2eA3cykn7+/o8DreU2carDSreEFKow83CNAiiSsobXM7SyVl3yWglMNNSuHOQnL+j2/CnDPRfUctXZOjiEAUAp2JwVnqOPJhQFdHHlPSYEy57m7//N0OsjhGI017jUxg0oGFRY0LUHTmawKN7SyOLSGGwDuuuuu0aGRVrCF3RODSUkC7EyAWQHrl45txlvJ5qAYIec1pBo2UbBagRVGudt+uT14uRrAbxRRooE0AU8yF16Ym1h+coxE1beemOvcF+qxC/tJBFIkKxlj5QFlBrFMZFYKNgUk8OmWosYuH0a24IsXay/Q8vohovD+elheafzGgKwFCpYQwzzmPxsRCqOJbBxyIpvwSFwYY91x8s/OtHmXSGvZlzCmerYW+uSOoSQB8hRghp2kYJK4ty7n5i8pgJcYch8yUiTzzYcyxoYNq/DaFmFZ7re18vKcTuuxWnMOH2rDvSlwWTbedGQs2BjxIvoGTyvwJAeniXhKuQYnLj7CAI1xFtwSbCXkuYslyrKXtQJnae0xMkuoYQkoSUBJAmZuXnvQN39MF5gZPO3wHJIEZEzQ7nwHAJOJAVAl15tcQ2CMnLfnuhb6GVxj4xjnnTZCCsyg/ZmMaZpWUZ6FsVoHluslc1d7zBJf1VpWNQjGvA9E4mU7oy3XU9RhwVXBHWGINAPlDDa2e3zcMQDqDA4CbKah98s6/KiUZHNM8oW+Llx72J8kAVkJXamOfYdB7SgNlafDxnkgyG8s+5cnLxmrkTgRhnstKAKnGtAEMgwFA7IMsgyT1Z7jVmG59gYVOQ8mA+/ksJkYyyGGG6TEQynKevOp65iOjTrs7a2178+q3iMYjGUrAd/nJHFemwX29pvXGB6jtcvY0eBcXspUyiqhip/aSXs768BaMaT70/5NUkDi/m7fAdPpsDEnN1cBqGkBms5kFVaatUM8rVi1TQJYEVhTtYqs7k0Ia2T8O0/v/hKOFdAMgZFa2g4Aue9luZGcFlVaoLRbTRw4eYbbyluVQ89wyfHKG0WSycapls01Bmx2MOVe2IdZiIBJXm/qaepPx5pHl0GuTmTBPTHRA6+Q4DIcBmVTTCaySupaAvtjgpACpxo2T6CUBYz3zl0YajprfZAH9aft9Ma1ub/fO8YL5zMDV2rMsuIBgKKUc+3tVeca3M6gc60eamACOJHMIs7qTepG1gUPC1vxbNa6+qM8r3LneX9ae/cd923Ve7pw3tKCyg2t0Hpw7A03JQkQzFcuZsM3MiyL1xIicRtAFpXn0DwhiXHUGpTWu99d5yTvJYaYI0qEfabEexeSIQNjZKd+BEhr8TAsL55rSIZGB9GD3H7AJlchvdkUVeaPqr0spfrT8nxIwXnaNkvAWsESSXhEk9zjDoLM2AyW+osSD2ZrwUUJu7e32YfbZytZKy90y6ufq+P+hnN41H0BmhvZimAzyeGHZTHaWtdxf2s7x78Ba2D3W15GPhPGWgBa5oNSoKTezG9kXnW140A+k8WHe7qe5dIAdlqHR6qTbd6InwDDrXtzZjthWbJQGo2pOvdYKahEAWTAifPE/UOfZwDXy26ezbpT9LSWrIDAePN02m8c3KoBs8K9RMY8lAQkOZRP/1t2rhaQ1u1EDxVk4GjJvpFcXgK77JJNoZlN4R6sZMRLQ0mYSxVGYo9awaZKyBfM49M8+xBmEwUxz01i5fnQAvJzUtXhht45HH63674oJT8uI4s1AKsAlYASC0oViOFi8+Xa48/MQFHID5zDc0rmKxsLvmCWb4R6+PEAwLOidRy4KIDSiL1h3jqr+dgbbjYrTOI2ow3IZJwj8ihrK6+NUw0ysslBLod2EKlEa8lwAJYSJebJIOCdJrFoACjPxKD6vq1C5NFawg7zBXESl4qWJbCplpeaQv1Dbmd3E1BUU8m1BqfJsHQ6t5lLU9Qpi6mWmGthJN69AtoybcB2YS5tMtzEVSbMtDk/BxQq6mm0ScCZTztdBuWyPXxq4nxGlgZMpuRlnihhH7t9I7XXYrRXyRiZzSqjvfBn5sHx+fl2uOWlWx2jFJDnsrJqeeY3ed+Pv+EuZqB0p9+wzSXwS2hi8TBKM/EgTB2mIMlvg80TWB+vI5LwRVEKucCHJlogoRISD1UpUFmCtW5n5zlyDbvNKkoziZuW/fTpxZO6lUFB3X0bQuRRCryTN1PqlHIhCA3OFEymYNNgRdLWnEKV3tXoz9x9aSVGKSWZIWkCJlpuuH2IKYTWgE1l32DmMjHcKo16+tNstz1raOXQCtAg19Tn4c5lfjg/u+ZDOIZdGQ5tBJzecQhIMf4eIknq+5Jq2EkCdnPBJuTmBMAlYBMNMlLTA4qEuEVuPnQRzebHJOyPyw5Z20wOaSc8xo0VGyMv8bg5uSZI1cs3D1u/dXlWDI97ew9K6UbYhJzHbfMEpBXUTIEsi9dhJ0KW6SoMlKVCCVYKVKag3R0Xbpl7s8+Ta9i6TaLxpB5OdJPIs+xcXdBKPCrtY5kKNlFitFMJP9iEYFLAakAZVOGTao9Audi4u2bfH97bb94XnyKnaIHs47Nr+i+6Zaw8SYRZyE37sybZZ36ZvA2iRwcaYQeHIfdFlu1dpBh5FqrUtKHoGwdPyHIFqELCmt1JZeWVKZhcy3xIZT6ACKokqJKh912miZsPy+bnys/vlnFQm/cnw3ADEp/e2RFvsyjAF/f6CThtmCfyYFc8ImOg9iV2ZrMENpPKgZJ5IpsvvfUcfIaDcvm3Lq+4gpV43fwuu6+r0MDQayHqJ/KMyXrQJMQK5y1Z7TyrVMFmBJOJl8WO7cwKYC0UeJWqIEvHjVVp2jMKvCeDObLPgGvmDqIIEQE7O25zTIOLwmV9tBiCNWPHK8FnwiR6+H1ZRvQghcGpSG1kqy5vPsua4REXLrMT7VZeCiYnmNR53CQZJmQB1izzwTlAcMZ64VkAZBxWeX4PADxrr3y4aZwcw+2hSBLtewg4lAqldj4hf4HIY42ETfZnQKlBZQJYwO6I8VaAvCi6alP4dpUC525jTRNQBh4GcxVyoTRZIGW0knoGEAqoKFuJPChK0KyQVcMIAggrgsmVpHk5oyyelTPcmStPYsXztglBJQSbKCDX0H6sEg3aaz9XY/xDsg93MBFDdBGgkgTENcuzekmOJWIoDZUtIXG4Y4a36bIylBRpotIMui8rET26+j+GlKLcfMpS2ffJ63CZmajGfGAFqBLQBUOV8kMMCZu5BVW1odmSodFLoHOhmyGV9jZLsArmmHsGt3WuE2W42cc2l21MeDr0bNY/0C2kGEUEJApmksBMElCiJCG/qw1fyyPVYAJU4qoNesZfKRs3yDMxTmm2lFBAfje/jVDQR+Tx2RQjzlWd01iokmAVyyZU0jTa/mElK56VNbJBFTas3fVeCrAvoLRGPZQhJI7KKx3UoNsYTF1cOk1cHrpkLVXkoIZhGzB+Lcf0zpmR4EQcEes2JH3WVeVpa2Edq4KhZww9tVBTC11Y0MzW9T32p+Jdz2eFLbtGX8/Ej3OfB+yf8Q2D/AZtSCqabu5cJ8Nws60JLB52TWaTT8nzpJidSUWK8W3bXAOpWsqSYyXlTgGAjYuNA4AF1LSUWtBwsXTTEUZoXC53EgpaiTyJhvLHujznxrn6PBfLoKmBsmKUieUFxFpJCIXFg2IFcAJYS6CUYazfqBTjTYbBszUIIqVdqWxmlZUxm8sc2BaUFAwbmntfhdES2QDunQOePNU3DkOOWRfGzQlIGI1KBiUMVQJSLoLE0y4YasZitPcN1Ex+qDDCT5gV3WSlIf03ZnloaZvjACECVWGuERUal+FEGO6xpBJyOaiYS9qvG7TtpJhquQ2QM1g2U1Kzu8cWsMuqAEFKnrJ8X7xPuUUqCCMQkWSepO277VwWsC0blp1EnrlynZy41Lr+EZMQhSuTy3kK5hRMBO3ozDZhkAHIEMgClgCbSkzT/yhX237lxF1HPKHShU2sHWd4O8gXITFqrY2vOTWZRu67C4FUlRRbUDF1fdhgSShp2TxfekzfvFo2Dp7SzwwyCSxkBSpzm0Gu9pjSUqtGT6143YWUP1X7hXjaRVmTlWbFMALR3DgTkew5bZro1Aeiyl6QVnKv+5ye0OYwYUmBzAZOhOEeggapxJdO9WUy54UM9vaWvwisxO2gpKaJSanTOHmPFEQunxUAA9o/JyqREqjM8uAmsmRu7ZsnSiwB+/on8ysRUqA8E4WevgnvSSWkQIljvRFBJRLnJsNQhkGWnJFmELvSrkYyCTbBcqmIJ75U76Zo3aSgTu2Ai3ItSa0FMouiBlmGAHCSw06SKqc8hKRRKrAi8SXKAdUUV4WiWrFoDkMIOBUJxc1LpTwJCyCrQVYBULAJoGcuPDK1Eg4Myp9i35HCwn2eJagycALS0EqiHOvA1cOhJJFwjqLejK8wa0jxDPjr4aeKhjuEVw9xhA6aF1vgYfW0qZBlomyYJZLmlEDS4zQWDFblcQOV0ZZlZV23GtbFu8sEvJNXBJ8GimJUDK2VHOQ0F8nllbd/MSCVKCVhIheDhWFnpOU6Ku/aAFT2OyBjsEA8meSyLHZkibXDHfPe8RiEhBHuSLvz5KlKSMKRgHIFm2q3SedWYZqgDAPF9guaUd6iCjOARNYghdlJFYIjIvcCd88CuRf3zLrYdtkMj/haLi4UNOY+zo/zgdfVgctSGkPAcSQyQhIN91oICB2NTANgkbgxDx86KA04T2Wp6HJTWbkUrEw8Ds8i9KlxrN1uuov9aq9vCKl2R6mS2g6AFJby/fN9K8pOplgrukIEaSabKpaBLrs9T9AI8mzrehPsQiES25QxYCy8tebbdsQL0mopEcmHgyjNJOxTtIeIfD8XyCw98Goygwk4Hi3Ht63OKEnk2qyVTThH5rIQT8ykiWzkuRAa7TsHYiBZqfXah/TfpYl6401tJLL5dkKFoCRxHrdtfRaq0zCL0Z6WUn7Wx92Zpb5KSGAJ7t0g0tC2saQ/owk4jmg0BtFwt4FIWJCaqpi1WlY2tQod1KofyuvtKWcgWYw3GU8+qVPjLAOcSvaFhB0AOQgu3KAAOIKDkpBKZSxXUE7ZKljCJFww2K2WJY4t12aTWhWHiSviBbv6Jp58Qbs7rXTrlVR+fMhiaGkAr5QEVAZnKdFDESjNhTxlZFXSqyjkCUFO4cgXXPI1cIgllY71HFlJKSAkpxjbqwJTKRyV5bB4PZHIjPn/miaJbIEYNY+uZ0FTI2uICitajG3hkfn+r0Ia2hKq8XQvmbDmSSTgXGoowKZaYopL4qahug1pDeyi9jpmJTRztTlJrKBIDLNs4BGsPHuyQQEW0gpBPHgLycAAwCTKOyqtUwZVaWWZuW0MqRfhNgfVNHyJ6MpoywrG1SrxmSaKwJollutKfcJ0kC987ZcBosDt16AWVW/64DZtxxA9KEtl1TYg86cicwUKR2QMMJUaOL50sMlVHev25BR3fEVWGlDfZgwxhF1a6yBiVNu5/LPgFXDSBKql/A9KI/XhXXiEg1VkK4ao5BwElOzdzKMi4GzZgJ84w91FrmmDKp2qtd/p7sznDhLvff0QT8wxFjCiqMIEKGMbsUtKlfOoCYZ9+ITB3qD7knreO9UE6zb+VOEKtq+CIYQRblFjMba/rOXeTDw03wQR2IsbVOUB5dp8iMgmVAkJk00kQqPgYuZOXbw06E3N6blGAOJpBzqYS4PtLkw2T/SoVIR6xkF2EalfSWd+zjDXc6ZQjdLBIbmIyYXKKvWYAXHvLvJROD6+7EAwNjZRUEjRIEYtO9/8deVcZf60al/6TCBjYfvy6EkJJ6JFJacLGyXXtI2VnVvldo1zUMultT9uDMbgxBnu4eQaOGWZOSLAwEnAU6kYRpnLzlCo2YEQb1tpUTw3VoGsApNT0VIEo5xHnvq4sPwmdil2Toh0HXrtUpKOR5bWCiNty3/LsjFYlqIs4wy+Un7Jz04guPZ0iUnCRJqgNGBTCQeJTqKW9EcqhS24L2Mp498xwVvGoSKV+PROYFzx/45zUZbJ/OkbB6WA3R3AuJDDMiUdy/WcSWSslWPScmnrd1ZpJSa8IXWbcHwWS/KiZgCbNUrdlqVknCybq0uug/JMYsFDr3eT6kVojtXYXfaG4Z6HMeDZuFXkyTPcY1C6vFRXG8FvfvTGsUKyj3aF4rXbYffecYuSDogkocMZMlAzXU4yM4SwoKcWempkY2eNMqSdl9AjatxK6vEqJJ6I5CvEqWDJ764b7tKMBSh16Y/G0Z4LCzWzUD726WL3PJvJQ1iJBS8y6bgsF/rmiUhrlTgd4QktjMPOjjzkHUo6QUe7FY5mLqMkvDaffbEBdZtqfJynTaUr4zAroZiFut6dyTrsHNPZctr8kHFOEtBkwB4Fs4zPOve9rdn5uTTGS+5JHJDxuTCqL9FwLwM7kc9ymJJIuLtNeS5LXmMXSRPzSjqaYBMtBsxX0QtABlVNB+UIC7Tv6or0CcL6JP85pZvO/o9RCAIa2SnkS3AG6jzV5qITUwATyCiJ3buUQWUYVLIY7ZkB7RX1dZWmSq9qZIy4zUOwE36+eLG3b1tHW3lVXp5FA8zNmYAYJRknLeLCPEDdxpNB+u77/L2bU1aq5meyxAAGxJO2ucNlCbs/HVdOoEPhqBJ37uvOEPWcoM91R4eN1SAE/e8ixFUwBraDVNWFaLh7sFC4aJVY2QAlHXKbjfJDSKYt52Ex3FSy5HPPnNHem4on0OFxVTvys/a0tI3De4+OYOKvUbliQcooGMMgltAJS0RErs3IRuvCdXVkGtDEFa1vM9qXEr7caFEAI18cHIQTyNha2Hn+/i6bi14c2Zjh+qpA671j1fIstJ3L2kWSjg9rjAzndCrpJFLbu3UVxQyalXL88hPUZBn/9RXUoJb1n5nHqe0MxMkz3M6QtilZbBzGLFfSSROQkULyZCUM0oWKgWjEXfVhBL6410s84dlioR4KN5lWUcBpQacai9MTJCewACtMULCtwvdeAQWl24gsikaMcr7/bBlUFJeEZDEIbJfel6WwtipB3LbUXjaHidwqZ1B3e+7dgDBMq86nExRe+R6FhZoSDZ5ktU6oU9Cpzs8MNTWgEYtFIqri5lwUG2Va9tULahyz4vicOMPdpW7TeuxQMkhHaKGLFFAtpW2Q+sTOaPc9ZywTlNzvsAxp11JsfhleKch4AgcwjmAyj5DcMU+K8WpB+84YlIkUzHJ1u1VBFQkJLOf311WFp7qWmH01RkbIuLW3PTcOAeGiUt5x4gvV8fOe5pL7MogUYyTbAsb0L7UdFu6vIhCGK/i0KelQuJkbztcBGFwjqIUYRYHoNu/kC0o6JtdVYTZiQM0sqC0/r+Ncfnx6xa0DkeDG/R1ACBoUWgmPGemRnzjDPQohGcTXBplDRQZZx/OzgJoZYGh1vFXPFSoBkZR1ZeZaOHgZYaSr2SyT1cU8KcZT4925aGcibMREQXnFbFdFEHqd7a8AWkPt7g5LkwsRKqrsTxvj4AkXlcJLkjhJrbQ+fiwhyJM42rJTAFfBz0nSDd0EW3Z/e0g6ix1Y1MrsPXzVWi4tKj/yB5flkiZVeMR72iZ3wgyZ3GM1Y6ghYe3wXM5x4bKsw3FtITm3ZxPe3z4CzkEhGu4OqJnzFLQSpZhNk0HmzsVj6lAorG68vTCx17h0+cOj0uTm0Eo6CNWCvMqMJ2LsB0t4l11jszW95BA+5XMI0cYvaS/u1alabV6lolqJJhi3NmWiIeglxVgWFZtVFF5CktH8/R0qiBDcu1bM98fXY1k1NTVU+QkRKulkyYKSjk1JMpJWPdesAO/tNdWCwrBhVSuo5QwdBJyDQjTc8+giC3g18ErU17TGxDxBo9lkBxEgONcY/5C1alDe+9Doj9ZSU1Mr8CSX85fDNq76rqtVhSVQq2GloV2WBc0KUdkBqvEkX+tkxfSt1mtMtGQgeM/bea5UzntH7ukzpnEdjTZbyCmVwPMYR3uO9NRK1nDoVXjpUtLxJCN/f50s3aAsi3lC1phNugFktqXhBaIqLZFdLjlrDSSqDo9kSsokO/kz1oC2NRO3asenNgZqQdIHVb3QJI4/W1ALmr/v5F7+i+20EHCGkNq6QFLeYiii4Z4DO2JDKxxJgSc9qtN+hz2sLNehstF7ri545RpjJP45IMWq2uDxJVtdgSqaFTWJY0w7HiMJDjz/QvTjyQzSBB6h6tXsmKr7piW05WuKcypVHmlvVl/vEEUV77mq2lDL/Zq/qJHZEmNUZvo2HtuUdHy2UprIT66h9ocZ4E0q4HSew4cd5ucM2wb5iDgFJ7lIn6VNJR0vf+Y1KxVxVaANrpgbJbqp4uTvUago1NdP//wGRBs6pesVRQ8Bpwobboqx2YFouD3aVHLmoTUw4eUlT+e99TbCyLJzdcERNEJ1j6XxxWB5yC5mCE8sCkkcQ9oJFT1GeMgVOSVEOJ5TR1BaI35fXWNQlpem0mYbkarRv67MiRVVVNoIQQCWZhr4Y4agTUmnUszJ9XrEowNE9UL35COn00pTJfs/gNQOKqmhpGMTquvdJAo2ZVCqwDapCnbNqyL5uQFjOle5g4Wyt6ye04douB2G7IBTmjlvV24YkX/DO8+njwwy8lydfUgSkNtUGavuwVkKnqRVtcPBJA40SRCd6CL79JWQdePZKJk75JraCBq+3dIIcSeEy9Dg2ay75GbYZiopi7y/wjh33d+xmQYdfQuzIThL69hwwMi1WSJpo2Mxp4AzeuM97Gfjc3KqMNT9vCgNrTWQmarMK5kEobKSiI24R9Dxm2wiRpwSAuW1YhSnSZ195WFspbDThq2Uhw0JSl3jOdJhiYZ7LHwpTgdKEtAp5VKGyoMlg4z1Tr3kWRgW6csFDrMUFNX5rt6w2MXc8NFkn7nxbPSr71Jcji8FG5BLRS58mx1tL6ioHCI0FJrm6opwltSbvU5JSa1SMVIRiLTMZ6BW/xnTz5b7UsG9EJRnFE6nrc9LpaSTaGBnAlSlbiHh7LDujfuME8CmynEdtBCSNdVREkfOoVnhSsi6Gi8H5DVXGUgjx7ML0XCPAduapND25wMggwxJ7N8oPAlCa3mgQlJMR22QwX1bYzwrAs7I52CpcPMhUFHphNYSDnLqMuw8bZq2bG4PqYAYoCbgBJ+tcO2d90UpkFeYyjOZS/OhQrZNJZ2diUu97FbSaZzCa1fOjBhpH3rz11F6AeKphCrH6pMOuf4uke4Ne/HRcI/A1lU2hpAytlx/Y4HEQaouQuRWFUNIMVU7beQUh7XGcwvjcGD3N8QQ5Ro44o8rr8p5VmcE9cVjdW3ce9ufI0+thZ5Qj05cDZYutRefbQMMU9KZey+RZTHa06Ku8TLvUVtPaBpQO2VIiKPr2pUGZXUWzegskyWIhvsQodrZN2Y9ZfG+cwzYgFQ7EzHY84KnY8kgeS4xzA0tD48DVLihuIT0VBF/nP4lJa5GBzNof9Zby6UiPU3yXs+7jWCyLTCzpNAOzUQaqKRTQVFDdJidJNz8+Izxshs1WEZg2ySdaLgPEdi6ib1Gje3+E7Co5Syr00JKvJI2L2Fo39yyd2vXcgRBTmDBhzsGq8kAtQamddJ3LmzVeo8wR3rq8boPSrHFk3QaoaieubFMSae1BouXGjRuJdIzPkPTOFclFoX3bp166V042Ya7i8iwBL3qJ+ugS0FjACplli6yD+AEhV0oYFlKWk87QxAScEaj5b5sbcwDtJGMutCrBNTVTkjkGatcE6jkgEjuT0++cEh66ryHHfNt0FzqOqaLhNJBShlE7PLCyksIa+yqB1bnW2UOh/1fJ8TRozq0tM7JAJxow12VBh3ysPqCTkC7Csylhieh+DKgITzBYZ7s0+cJXMIc1YX7wgxcuHggYz5oPgzoz0I7FY3aEXmA8Z6YV8mZDv9ulSM95lxVSdgecd6OY1Yh8jQIL4BkfbSdt09JJyDH0TqqUL7/W6xDUoUQ16hGeKINt0cbkaEC8zgFnEsJaidcLDAWw7+15LP6HfdLDcpzCSmMKHa03glVg8jTiqF1XXw7WjUzGeYwKgNnnrRl+wlL86SnwSo5nkTWNwc6jmGfFjtCkacivATajK3HTXvkBr3qkFZrV4fkskeY5JAgGm5gkcjg4TeBRijgdBIQqjaHKdEsbXOoos3ITIlBCjibusaOdoSooUalsw0+13zfxiitMC8qGQ0B80qEqUYTYzNe1si6GXKuXpJRQKhZNm8b7XgCTusJRV/V7u23ZoOEpWjlA1eSOST7bOF5uVSIhjsAZwk4cQaDGWpvvkzpgGJMWneTOLw3MnJitLXJs+KSTbAGGaQFvNdOK29tJ7yuqhpbQPbZ0MaZP9c8OWiQ0oqLEw+t++EhucquXOwh9+C2gdZ5W5S9ijy9uftcl95d/KMISUsWiisOledNss8RMMhDEQ13iNJt/OSqKho3GtwTF8SKYZawTaXaBR0OGiEZxINdDHZojYzwurQG7e6KIglRpfzSpYCzUfQorYCkVjqVI43vJhRwjjpanoVlQtvoUDUaohRTkbmUGO0G2WeD6jbrYhMEumi4AVkCT2eS7G9TsdnLBFJDzBFnVn6z9xA0GmKyAzMf5tGqDjNHABlyTN1fJeokvoKaq763eFw7sWhBWDlYAlfhqb66IsvISmOgpO46srRSWoGiWpR5OnM1LgYa72UKOIcNHUo0FVYY59GrS+bW8RoduhlC9tkU1iHprIFouIE6yT/Pq6piPMJuV8n2ZbmWEWkQLqq+TYdnUyzLHHCkmDA0saCKEtYn8c3u7Xdfl1bgPJX88B4WX4Po0ZmexpViTn3ynroiGxjzZqNSoMnspOBENcWLQ8LLNr3/S4SGyk8LNqL0dMBgr126jLewJlYl6ayDE2242W92APUGVaJBRblYVWxZOxsgmzSS9j3GEF729vuP96QYCEGDJh0hF6+SQyTGqm+TcCCbslVMNoSpN7VI61aZuIMAuxxr1gRV8IJ48RBVmk3NhwNHqPLjsUGlp4MEM4Om0zosscV7sU5a36o49oab0gwoBxAQ0sypp9umAk6HUZonIPhUr+rzgYSRrnbGokF4CeskBO01jkkSkO0ThCAn79R3Uq7Kbw6Ja5PWlZLI/Pgs9K1liduqSjO3hB5CHhkCMsHD7skcZTmszZFEqnXCXx4rEZRceIS8+oyWGt5hRg1NCykaNaDP6455W9+A5hz2KYMUOBNdijPs2b9rEHCWfrfj3NvGCTDciw93H7wSR/PDFuOtdTvhhZSEBTpEYAe3swYaYYSOY3hdD8STQZxqCfKel4BHntcyZX3hly6Eepm+lkrXMR2qQ8tALIWKALQ/tNtYcoc6katg1fGEq52SpWiow6Si8UiFAXVps4WqQ74PXcSZFdA5h93zRX6++WvfyFkPhoCzCRx7wz0YS1RpFggFlrtJCmPrOXek1bX2YwWCw0YQiqiGY+VVS7yeX18TWTqoRkcvvBCwIvDFERt/Lo936W6+tVAXTeP/B4K2MMUQMI8bhxZQmkr2hVPPsVkim/PL5lhIMvJFnTaEvnlOXgE+SdpfFC47ZeVzRwLO4QM57cUGBirXNL6yjKgSKokMSP4nrYeRBUKCwwFgmcoPJYnL7rDDPMaA5DJmfNbFoAwH5rocaGjgh3jZIdmjtW3bzF+eJ/448eFW4k9vfzeUUZMm4FzSIDl3/RryXaK6DPDQOdw4dz0Ojc3PLiKPK9SFPkehIzul81z+3q1gBy4VTpzhhicFBMa7S4ljZZAC7Uwq+i7PZr2kAyGcHD6yAGsl5TQnkyqeOU+uGR1yUdIm/Pg4MYXB11tlnmxeT5GMrUNW89e1tHbzYjZOGMrhoqmOtED8SVP5d6Jhd9L+DeEVCUFLkShwLsK8qq1sald3fP9zO3oOV6pJzOCn2r3k+bHy+fZjmbWNc10wdRikqrtyNIw2cAIMdytxw8dB4WLaW9hcoFzym4cm/1OeyXJ1S/1pw1IigNbgCUk5UmPHkWu6zqkImGTiZRovWzanvNKlpOONNtBNRPI1rleJRTsF8pA40+hXT5t1ydZaLWgpAUdrIYkoBaSJCAVkCWymwWn7OFNhoQpJU9z0cp4KI0ozY7/ocuBJK6A04+ewIsAsuV/hWGlZIdC8rugAVKGV+f2RDuLPYcXxN9zTKUBzS1i3LIVS8mBpXRsBY4Z5Cm1EFaCqm4xEduipbYOwTdmk0gykZn82RTAJ+zyveNLWH2eIOBUKOO1N188Is06oVWtwlsq/W49rJylIeKq+lrZMjPCY0TB2FHGmVS3Iec1wG7eNdoJsH/LeoycxpUkVpuBUoZxoecn5rxqG3jNitPcKyS0vykVR5FVgXSaVsVDWgllISIMR1Pqh/ZbN/U1CUZDNNM7QriXifMhw7A13H1i7DBDLTiaJB9fZgE9t8w+XN+IULHs7UNVwcEaS0rShZiJK7k6wdQwBZxk6VGk6lVaUAqdacto3UPCJZy4LJU27c8gvBQKllVHkmjA84hRnkCa9MfGK5FJtsGnJ4thJK0/b5Bo2VWD3dFIJ0MzWhKCiX+FlLBr3hVnuux55vxPlRde3g6oOyeETcr4UONGGG1qDc9TL9jHlQwOFGNIatKPrrACtZSnX5VEC9Y58ovvVOtZR35j/bocqTZfSinjI6xsGAO1qJmuoqW+c9NQolzqizTBF0W3yUZ8OpE83y1I3/xzFPtWw3mArAhkG+RAsA6JuzpVmIqazwYSgPrTel9KAypH1eqxdLovXgpAEN/aYBokszHo6ATi5htty/YANVSQJsEAY8Uw/rwk4G0AP9iGSJWomo9FBAOlUpWlTWrGSsVCNyjrx1LB9P1bMdWghTau46jyZopPQFLQ5lvTU2bcudJFBqk5SFftfyEhpbU9JaMGl3nGupSolA2rWQfiqsi3EgC9TwBmEtvviwybWDktN9HPd9OS+D+3DnMBumGHSeo8ciYySpCZ29RFnlihedRF5VsKGlG66cDINN0scc1EpZt0lZ9EwjOQkpjqPn85ApTp8myKWZRk+/zLbtHaeUnXhfJM1SRxVqtYAQtNY0tNI9BKaVh0rVxfFThKwJpCxUFMr3nUXDmCe+Dns1WSWHh+SsKwF+xXBiqhq2gzY0K8ymtKkKjgmKjntxJlWxavq5cAyfzZkuKtMGMswUSx4c+D9/Vp5I/x81UL3LSozrHXN8Gr8oSawdB5zCTGKiLTOeRIXlkm0PKy+LOc8lq2GhpJrtoDWsVqi5DIPNTPC1iwHhBu2eI3VHNYamLATlujKlZ4jYfnUTvcMHBRBbGEVaW3/S5NcNpILUTaUiQ456SbEyTTcVuisoxRteggFXbvVlOftmQ/z5Uy3XXpyBAYp4PShjVzTVzh/JxODtT9bJPvAk1NUL6FpY6olXco+qj2U1jVWlGb9CkFh06UFzcqa+DPEeGzBeDfmZCrhB79R21ofu0W5ho3pfqZCkkuHAhEUVWSkXjITUM2rlchofoPTKxPtT5fn6R8yHB6LcUhRJe0fEUmjS4p5cg1crnjfw6UUOJP833myj/xdCBek1XBC04poED0afXR7EX2bjiHGhJS84Z7OJEw0NKtl02Grlva9msygw5fu56i6/Glw76ox9y9G93JWS158S+dV5xeD6/LKRNseyy3g5BnukKCx7aX1EDLIOoSRQwbWqkGuwZAC+ESAJsmyYBYiy3yGhHbyYcZuV83Ee/ae6FF1kuW8IzBU5YSslVzsoqzDdwOX7FubM2wbajKDFJcGEFi6Svs21J1Iyfh3pYuyi2OvOAfmw3HbGkP2ex9bwrE33PNlXbsIGp2EmiEZJ10KLwPIIGsRRraAeZJO28utlXjiM2SyVFLipsXgqow21ZJVoiA5zqHXqerMG5oW7YSmdeCX6ooWSTFe2aco5bwDiVGjVmfegTAGbOx4QeEgE6PCwHvXOL5DmciryUiN9Kz1+E4CS0js8s/R3GFdyjW8k7c/j0VHZlT4DHZc+1ZWzV0KOFsm9Wy84MO9996LF7zgBbj88stxzTXX4CUveQk++tGPNo7Z39/HnXfeiauvvhqXXXYZbr31Vjz66KONYz7xiU/glltuwe7uLq655hq8+tWvRrnCoNNQBpgjU6jLTtU/u7uyvFuyXPRZB73ST0cFbhx6hQyCsaLLTsnmqhfYzRwDcEx6JQE2T2AnKexuBntZXv/sZrC7GXhgzHgs/FJdXXYKtLsjxsmXNt3NwZNUNlFdGKeaF6uWYN0w/NwL5+3Qe9c4fhmxxZHG1M5k8Dz3RDM/T3wYZNiXCTxJg3mQg/Pu81bP4IDnddOgSX7gwh8bv8L3vve9uPPOO/GBD3wA999/P4qiwJd92ZfhwoUL1THf+q3fil/91V/FL/7iL+K9730v/vf//t/46q/+6urvxhjccsstmM1m+J3f+R387M/+LN75znfi9a9//aa724Sri0y7uxKrNQZ2bx/24kVJMTopoJ5sAg9HPKFTu8DOpKosN0qrExIqUDOJedo8gdlJF344UVuYqQFcSdX6WlzNkEkCzhJwJqlxdErmxqo6hjT/MrNWBBs21X8/b5fdu2CeD7kWO53CXrwoz8Le/rhnwRHNaGdnpZedzWRO+IqFXfBEKkklPdiYNc/W0JldERt3Ee+7777G/9/5znfimmuuwSOPPIIv+qIvwpNPPomf+Zmfwbve9S58yZd8CQDgHe94B571rGfhAx/4AF74whfiN37jN/DhD38Yv/mbv4kzZ87guc99Lt74xjfiNa95Db7ne74H2YhUq16ECiC+xogvrznrJzi0qbEQADWZrNSVPuLAplRdxoC0apIaOognnGdVnQ2buZDD0HM4soon5NhJCjPRYE1gX7ql4Mq4sSJhy/Uo6ayDBVJMpmAVQTHLi8PXbFl2XS4cQfNerFeZ8SGYaTk4k2TpHPD1d9rCbm3zXLs5W5Z1+Qa0jOdINZ9WKFe7Z5UaJgRwosDLXnCb6Ocq2BRphwhjYoBbX9s/+eSTAICrrroKAPDII4+gKAqcPXu2OuaZz3wmnv70p+PBBx/EC1/4Qjz44IN4znOegzNnzlTH3HzzzXjFK16BD33oQ/j8z//8hfNMp1NMgwE8f/780r5VNTp8bJNUvemxLA91To2FEg22drUl0zL1EL8jv0GVnF64MrOUuLobfQojWsFORDGFEwUaWA60Im6kIhNFWlLBKFUwmYLNCGQAVRopgOFqpyBJREnHEy7mxY7XQUCKsbmGzRRIM5gATTTKO1Y7k0Vv1s0TX8+EpjMRIGBe3JBd6Fv/HJDxbH9lVpkbrhY9uX0IIUClIN6pNodXVdKJOFhs1XBba/GqV70KL3rRi/A5n/M5AIBz584hyzJceeWVjWPPnDmDc+fOVceERtv/3f+tDffeey/e8IY3jO5jJw1cLqD/y16NxREVxggM1x3gYeohBx23S1Ngkku/BhT24USBEwINWDG2Ej3KFGTFu6awWhH7H1enoyyBYrY1oocXC7YJwWqSPVergLHeXFiLJoRS4ERLSdKplJCtltl9882TW1qOCcezz3EgV+DKK92wp+krqU2zrpJOxMFhq4b7zjvvxB//8R/j/e9//zZPAwC45557cPfdd1f/P3/+PK6//vre72xkl1mRi+8m4w23y5TYOLrIDl3oUGNZt/Z2G1qJHlZS/WppNLHcnkXox5Usw2sBjs6+GNVJhi4slMtGWicO7cud+nZhnGq8yyLhcti1dM3V1vHsgiu/ypmLGSslexIzFwJaRp5qIygtIVhtGmG4rJWk09efQ9D/Tow8/9YM91133YV3v/vdeN/73oe/9bf+VvX5tddei9lshieeeKLhdT/66KO49tprq2M++MEPNtrzWSf+mHnkeY58SL7pNqBIYqJDDZ03RNMeMdY1QF6AeGht8S41lksxmSvjffCnBlCLBRcWTL4y3xo5/0RgX4N7b1aHR4wVtp61Bz7OnGrYPAFrBaVdDL/QS8lTbQSllYkwY0Bohsu0rBhUS86/qNtcRFetkkvS/y1g4y4VM+Ouu+7CL/3SL+G3fuu3cMMNNzT+/rznPQ9pmuKBBx6oPvvoRz+KT3ziE7jpppsAADfddBP+6I/+CI899lh1zP33348rrrgCz372s8f1Z0x95XVABJNrmN2k+2eSwKa+ipwR8sUQsB1eJxyyw46iGBdGcMQT2nWZFa5m9IkCM2hWQl2cQV2YQl0s5N8XZ1B7w4kxC7B1HW3MRBmHP/Up8IWLl454RQSbKthEaq6jypzZlZ88a19xuUJNvcdsA2G4zBhHwpFCceEPiqI/q8TP84Pu/4axcY/7zjvvxLve9S78l//yX3D55ZdXMenTp09jZ2cHp0+fxktf+lLcfffduOqqq3DFFVfgla98JW666Sa88IUvBAB82Zd9GZ797Gfja7/2a/HmN78Z586dw3d913fhzjvvHO1VtyrgLEEXGadxTKhc4w2cJphUgaxf3s99hyX1Te1JTLK3BGgobFqMTDcKk//n2um/KKrUWAAAY9K+mFGlglD9m8KCS2PUfFreGY1l8iptLjtlWCiMSLJIjG0a7K5NxJDI48kmPnskqEPCjvJtp9P+5XyYOjh/jWPuaQ9YATbTVQiKiOTeFyXogmmUGZAh8VkpYuhbN/DbCE3yZZkPq9w7P0xDw2VBuKeLjNPplHQJCh8ybNxwv+1tbwMA/P2///cbn7/jHe/A13/91wMAfuRHfgRKKdx6662YTqe4+eab8ZM/+ZPVsVprvPvd78YrXvEK3HTTTTh16hTuuOMOfO/3fu+mu9sOraF2d/sZk0SgPAcnEiLxhBNdWFBhXdH75k0nFk8bswK0N5VMAG5fKnvyAq9ZqrSqtTK0HZdZgdKOUjNRpQVmvvI/1RkgfkkL2UQb8zCwIkkHq1S9tbS5M4HyLLlNZJW4dhqFCX32RVkuGqiOVZzamSyq24TZI2VZh116xqBqx/dtb2/h3tWhsDWMi9uEJXYKPlqBCg1lWQyztc2aIf66egg4VTgiHAe3ISr1vjd879o7UddFKecGzlc1BGoPvqX/C4LChwwbN9xDln6TyQRvfetb8da3vrXzmGc84xl4z3ves8mujUOYMdIBTsUw+UL4VEp8tBJybXm+ycrmFBeFq02x3dSrlZRimEepmVDpxWvd/8MMkLKU0plDUt4CqEJWLKwJnLrlfJkAO3kgNNxdfnYoWhVw4FZdPJHQRodw8WKnaUEFCca48qH7w8fBq+Qkiav1vTgHiUgyYNaETQhMGloRVEJQKIWhyAxSajE8pLVkpdieF/v8OORpxXwlJw/Hs4MTxfYYrLZTGfbDW3zqGHC010BITAihNaCEws151u55uxKknDuatyLoqZF6Gp5Y0WX8bC1K25u8r6ihDtOFXhLKWGKCi/NiaIlRy6B9UUCh0BN1XiUb2wwLuNoaDTKICkILLl9aFW5Z7E+TKihOpCCVViJKuwwdNWSa/e8eHzJLwhqd53XyY34M28YhPE9I2FF1GVskGqQVWOsmsUup1rofq4C1jC0UwFMARrt0TBc2mZ8DPitm2dzwAsKO0CT3jWoS06VIFR/yLGyDyBOECzdFoDvRhnuRgOPjcQqUZxIGyYUV2BYTYyVhBU5IxFwLI/HMkFjRhSH1f0mBJhnQKsYQeG4tS+mVwSJZhv3pMDUTr9w+ncnxvusd6j9dZBD2ewbM0FMrXryZU4QhciubYRtKDeWa0ZJmqz1clYJMIt525WH3GTpSEpoLyFxVeCFNpVqeyRrHAxi3B9HXZwWYTKTTvNGmREn4y2dAlVbm9qyo7/VS0lBT5UcTAYa3Jyh8iNEw3BvAiTbcAGoCjhaxX18wqQqDpBp2ki4WTVJC1hDZKYYyVuLC3ohdXJ4FMqjspy/gVH/JEXZqBZ9NZiaQsbUyiPcOeowOGSv92dtrKArxGDKIdkrysxKaWQxH0aMIc0BKJTydjjpXg1iUpcJyHEKuAZrhBaXAudQcYSIx5OE4cEfJUB+/Hdpny1AzESXmBLCZYw9rEkk9I+E+VZg6K2b+Xi85lyc0caLAM3MijfY2cKIN9wJ5wVVJ4zyrPG2bJ7CZ0LDnvW6f56uNkY3HIDzAs9kKS2wthYhIOdkoqvrja1LT/szVqyhWKwG6RM3Hp1sJMWR/+cqAWTIl5nb5l5JBHKg0Uo965pbRWSrGalb0L8nHXHeontN5HXOqOmOVgGytxiIKOKqfXDN/r32NHEfm4lQDWjxfT5GXjnWTtsYSyjzJiLVjiqYKNpV/q5JhjYKeGmDKsn/h7/Uqc28NhASopQQcoMrs2Vrv/L0DNkfeOWy1So4UgqWfFE1KwKlyE1omdQUCwIDebzEsflNj5A0lRW7JHBBhgnKpVMx5LGPb95kqxixOOLaL9S7W3Zzp+T5Pp01FGXe9slKnJlGlC0PCTUpYpK0vEd8/y5ut1cy2Do903KPWe+3i2ryTwqYuTp5qCVkA7sVdrk3aImaoaQlMXbgvUVCpgjEMM9GwGcFoap/b1TWOnHsDa9jMQ80MQO67c/VqelVytJIXzhbg710f2WfbiIa7A1QYKACWEigldSuQEmyCqnqdnm1hYoRK1IkWerIvl1qsOUHYdiqz8P4U2J+6kNEGGKhORWX+XLUyyNxSP02lbokLFVThpiUxwWHhprzOzPDHl03FmU0TYQYp4IRqO4nLvkg1bKpgJglYic2yroaLmn9xrwialSA3rOxo7zbTAJKq2FrDSVkXlqG9RNtg0plskpOb876f7JWSvMqSO3YBZSmOyBbAlut5OdS5GaAQNAYnwnCT2wgbVLvD590aU6uvE0G7nGKyBJMBnIyc2F11Etr6ozV4ktUx9sylUo074wIG17toK5sb1jPxrEpmCXOMOFeXMghxXd61CjeV5fhwUxuIwHnqcuttLYK7Ss2TDkHhMJ+689rna8KEaju+NO7Er/IkdCGplYCeWqjCVFxnn5VDWVatFJeGdqqc8npcSClwmkBBsqfYOSmNmmYBiYaIaiUgf94lueSqtJJt5YlIHXMmBBVlvfnqyFBIXX30Hbfv48hRVM6tHlfcWB6Mseo2zLD7my3gdSIMt1f9WFrwPBASpTyTZbsrN6oIIMswdjUllkadBPeW5v1pd3/cjrzZScGaZMl4UPAiqmF35kVdmWWs3L+315fNtE2WZdO1h/Q0qB1FUKd2mvUu9qeLRI8OtJJ00gR2J4VNpQa4yZ3XnUuRDj3lBhHJZ5tgh0eRWRZIRoBkrXAuKZaJgppZJAAMa7ByoRSnC1pluUxqhSSeFeCnuq+dmMGllRRZXwVzSVyYS9Os3e2yj2AZUFJGGESu9ovk2S9kPy3ZVD/qOBmGG+hnQQIA2yo538dDKdFAYaCIQJZhK6Ot6wdpZB84FDpd4hmEO/I4KMMdjEPz44CY0Abbzwa85LB2c6QnX7JVKVkCDxSFJZevTpmspipySqphUw070VKL3BltkxGIAWVYNgx1XVckDBcsIyJ1EU+ICNjZkVVAmkidFgBgmecmd6IWvp6JmQtTFEUjk6jzuo2piEjY26/DSF3z3ynZ+NACaQ3YiRCC8lRSE0vnaRfSZu/cPIY4OYYbqMgsfkKE5Jf5utxkjZANpgVQmnoZD++FKPDY0bMsGRtbmGRhfZV1kvw765OvQ0wIRGPbUJFxVF3/JSSetMbkx1yjp5gvIT111ajpVZwpCZQmki/eMq8awsq+zofWlXJQqLZjMgUzkTCJSQk2lVRTq4XVaDMFsrqpyNNFRArGnGez1mtmpaGzTIyxVyMy3JjnfmOebNIUdJ6JcPNQVDVGlhCa2HnKjWOSREIz7h6GBDFmrp2hTTgOHXN1dPtz47/0uyP7fnIMd0BmIZcHu2xAeTYDZrNapYUISimwMhI2WaKDt7GuD6kH7cNBB6WSMxIqz8VT7EJAeoJSDeLJfCYN96kFtcCTYoZsJDWUa7rO5TJwqHQMxzST9DQfspi7rjZyDRIt4ZFMg9M6PGJTQpmL0bYa0JANcTHiyrFJE1kFLpkXKs9r+b0B47Mwz1Mrfcok4M0EKEVQ+0W1uXngsBY0M4sEsU2F1EKCmGvXVyFcqR3LMEW58cyTk2O44cgsWrVnNYSwDPZLSyKpUVx5hYC2FtbK0PkyrVsDM9TUSA2UZWSHDoWUwwJK00XjHeTGV6QnX1Wvk3gybMUiu/+BOswQkV8fBtGqU5nIt8mOtIXQ42sb/xZyDWeJhEfyufBI6tV3XHcsQxkGlXA1YXyJ2M3kD1crrLl5zrkGnPdtMwV2u5VkuJVFfFAYSxBb7SRKPPxEyxwYEA46aJwowz0UIfmCksTVu7BC97UWZJzxcYV+xhRkWkCQzC9Css0XgSpcGlVQGnRZnw8t1ByJiQjsRGuhVR1LdZthbcSTUcSKeVLMqZaXrCNzAC6s4UsfdNRpbmTg5KLLOYis5IldLnukLTxiEwIriWmTlXmlSjjtTafKMzPi8Q4VGlaqUkPy/W8dHz/Pq7ASHKkMkF36/tMsAzsR6Yo407b6cfVaeu+vi5cPJogNQdsc8NUoDylOlOGu8jpXIJZ0LScBVGWoVwGliSypSC2QbqAgtO+Z7MhjfyqElENctawPnaSbiTNozguV4lqbJ560bYaRE32uamgniQtrDLipvj078J44pSRh44oYsYgZCC+ADCOp7CpXv1TpaoWULB73tATtT5tKOh2gLJXNxFVIRsxQM7muqvLlKsIknjiTpkBu24kzfvy07q6PU5bgqa2znjb1HJCSOeCMdvUMHmKcDMPtFGQaH3nPYulXuUFOwc5EHgQXNlHWoqqt0eP9+KT91iR8v+T2RIwslWJKhRHGma8RsUXCyLbh9wsaaBtPZpHVyhTKXNfEky1FpNgyqCjETPpwyuBNT6dMNPJesFZVGQWbEsgKmauqhjjfHAsRh4xtZGgMmg++XsrIOeMJaHClHKgUtmUVphl6rX715DNhvNxY2BdjJPQxnQJ2kbRVtTWdVbVYNj3/Sasm8c2vsjd6ls3hRBjuQZ5GD7HCJ89X5BRjGyQddhRtEYHtMN7LkvZ9CdnE1fY23FTJ4QMQyd0Wukg3HeMJAJZScErYvLhed9/C/lR97CG5rEOTZ5KsO1W6EralrZWTWr/g+ytx77b6MK1fM2bcnGGuQ4I2dadMhESzX0oNmaBc7RDYVNcZKYlurnyMAV2Qgmx2f1qvHpSWPQ44shKweEyIAcSoBrygtm/fldLliWT7sFKyqjmkOBGGewhI6yaxwnvIbQoa8yQdJfWhKyLAqjqXWsHmqWxCzmbNNo+asR6KDtKTUqry7OigLp1t3R8PV98FkHDZJvcRvNFWMwtVSH0T6spvbhHG3QZ8OMsTXkiJoDCVssdDe9Pxc1IRbJ6AFIGypI6hGwO6GBjhIPSxQFiriF/tz9YCQQyQDKsuYpRTyfFEogYZKk9lZbMuLG9tZRwNd4iAWNG6tO8i6ZAjI4S1NVZ8yEQhx6nkzIbV6ziy6CE9wTb3wwbXuOg71wAloF6FlA0bTlUw9NRATQ1oasRY9F2m3t7CPSTpSAXJHVCipU8zyP1whJdV5qTJNShVstnuhbKH3FKXzrjMAC4liLWg0kPNXAndsC7QmoZ720o6J8JwDxb/1aqSWyJXo7siVngVlRaSDhTJJtFAck2DlJEkNfEEqNRkBqvkHGF0kp72Z+2xRV7dgwnP1UVW6iQfbQFkWDzuqYHaL4XoVZTdm38klPO+TbMFsk+LSk4nUSskWKWZ9MPdC5S60s9kbiGROVWj6ryhkLY/ryuURYWRWHmbalILBterWYsgplx2kxJVK3KksIAM1kWw2kp/BuBEGG5PTvGZG60ZA4EaC5SqhE0pS4Wws7ffukweXSVsvj9a1RXxjJ1TGDmcQqXbhKx0eg7YxBLWl7e9VGQlDlR+Cid3F6oOtYBcbRPO+0lMDfIIqUWVHE/U8rqPfd0sCqAoxNi3qTAFqAhWnmQUZEapmalq7SyoRA1R0tlSuIF9kbSLe3KNlqGIYHUqMe5EV4Q9JMlg4t5B4GQYbqBKoienEk7ZnJak92gyuWmAxK5RmvZaFCFJx59jqFFhWyf1u9xtCZFgQWHkqGWPrIyW8ew+dgNLz22lqQw5teVAVcYLSRS9RsGTfWhZqmJAIOqsoUIKvXEKr6Qzncq5Jrl4oEtS5ChNxcC7ioNghtqfe3E4j72a537zfe6esktf3BqhjF1405j6GpUTrTCJKyErxpyIQNaOIn9tGyfCcFfkFBfTUllAoEl8/YiAAKJUU9i0r815hOoYHcvuBRJHlkrIhUcqjITknbn2jxq2TiAKxsqHEXrJIGHfxo5n41zO0Ab3SRVBmVOv8rOEVFIpNBm7kRxj8lkVLcScxvxMEhmvzEgosc879gabnFDytFu9aOk8D8hBcx3vyB4pW4/pvHdBqdWQZAeWDWKTKBBJaQFvB8gJhDfG7RIlDpwIw13BD7CvqAYhKCDPwEneIIAoYCXVjkplZlkJ2RCVuADqh3bAZKhUVAK0qttEVPclVJxhIqgwW8OJCITg2Wz0eHaq2/iVnGfChio/mySVhESVLmRpde1clp3XyFUapBRbWxa+I7fXs1S9aEWVqAZZxrXDs2LOcMsxsHbQveO2lxEBNk8qW4AiKGnrzs1lGRVwDgyWazKO1gBPqiUS7ZMQQLJkdTakV5kZmhIY9sc3MWIyz8cpT0xoZRWEijNuI7JR30Vr0M5E6lQQibFaNQY+r27jNvfUnuQVU2kWVH42de8GEXOCa1+asTGXYdV7PHNTLLuPlLbi9RKRE9FO3D0qUAl7bApEVR0iKi0oTcDWykrKWJk/m9hvWREnznDLklz+3ahD4gkgNpXwX+IUtv0yN1T9mFeuCZL/uRjhac/1Z/S1bFIn8TBhbjw3Cn8/WwhNFQHHlWylck3BWSIhdACVQnoFG6j8dKmjdKkOLSs2ZmwzBBGSWVLxInlmh4XjuohjbWo+gOwJuVKrGyOLheQaVT+PSBNQWUr8PyBJSRhMdW70SqdbCDhu74CDPQTWJApUzCBNQJFI9s+FEUY7OFeIdeb2iTPcbWgjHbAW1h4rkqVRWPNhLgzik/+5LA9/oacjgG2OZ68CzjwBZ1OlQn2m0PxLdokR7lUd6tpcbQmPNNohJemn6woO+9BTUCCtSpMLCoNtAvOqQ5Smwm5sUeSpoHQ/Ea6LgJNoUfshlw1T2qp8LvvzD5BeWzhdljbqfFfkoBXH6EQb7mWkA6Ehu7zVWVELfh4Agy1iC3BGuS8NrpeAswLqMqT7reLJfXOpi1RCRO2CzgPUi0i3b2iPhic0dWHTz4jPlvGlcTMxtMK0VYtG2tef6Wuyg4DDiRLloZmpBYvnyguPRevqeI0X24k23K2kAyuGmfZmsrw1tiLXjBX83JQqTQNeWcMTgiLGoYfQtHECDrPkUbOERUYLH3eQOCrlmvnPh6gXpRkob6PUj1N+GT1W3kj2YOkz4krjirctWWA0X/4XcGSmlhVFcI11fX33EgiEuVmrIL++kBXTqmUsALn/y0g7RBgTlzvZhrsLxtQipGW5uvewBaIHec1CY6LhHouDXCmFIRfbHxJZqfmB1S3bv9whBp3ni7U+NkVQItWtgjRGZYYINktEMFgRKNV19hcLMxNF2cq8nVe3oSSp1YgmTkZOi75sVT7Xi2m0vKQuZSJANNwtIEc1r0RI13ngN0z0YMtSYvYYo0vcdq02jZE2D6CWOVuGvbC3/MDVT1Cnj44tKWtMa9+2MeZtaFVBmjnRYVKDU+v8piFZ5QpzoSI19XfAqds4hrSvA8+pCCOr0krdmKIpcNxpBy5RbfxouNvgajJUen1rKdw4MVmXV9o4jbGDvGZKM9klZ7cx2jI5KUlEjcUdc6TzuK0Bb5ruv402N3Quf+8ADAun8IAwmdJQWbo4H7r61vW50lD5YjtD+hweUynK6Lp8MQDxjksDShKoSV6lJy6bw8SAWjV8ETJPgxIYZLhZN6Y0tS1YQSzYE/3srNh4+YpouA8CTky2QfQAgAsXB6cC0iSXovhdy0m3S957TMThhLt3PF9XZN1mfUht3fmQSqnhRju+z8YKNb61A25O+hpBTqQA2tHJAQlpZK6UcZKIB7vXv4EMAGparsY+d0LPmEISEZgd09JJq83Kum5MaVb2qEm5DWTLTdWnDSEa7oNAMVskeizZqJlHa0ZC4wC7/JiIw4kw9LHJZgeUQx0En03VaHxAn8NjlA9RpK6YmntJMYPTpKoHgv1p/x4dM9S0xxByoCTU9mevZqUUkOfiUCW61usoSnF+KkWewykTeLIN9zzBQatBBIdRsB1Ej5Yd/C4MIek00o0CwsWR38D092ie9LRqO3M40PHpIBZ1EqnWISKFxJlgPoRo5BEPUIBqfr6c/DU/J3WSuI3/2cq1mtb5bmd/ZkXTK3bycEPUdpbmYrtQKeyS40e+YE+04e4lOGzbc91ihkO1TDsGmScr1X7paadVIeUAVyljiEUVEWm2Ors2bAchAWR/2lCHaT1mVoCf2uwy35eK7T6g417MKxMtPdEAhim7JISW/vStVKr7wgy+YPo3VEMFpT5FnpE40YZ7kGrGgIe6ameoMR6oxrIq2LLUljgORKFNjdUywsgBYCzxZfS86oOiWpC6KOqywmOPWRV+/Fe8BxvPePE1hfpi6R3x7SHqNtvO0jn2hpvSDCg7Jv6mVCqCdhbVbTrKrm6zxsiW1TcOEpsaq4NUtwnRqkozFF33sY0ssylCFjlCi7WLyi/rZCsNIaF0fXUb926N/gx6vqICznqgVB/sAxuq2/AAdY+I4w1SrsSrqv6/iSyDBpmlR6GpguVmqKGvap9WoDRxFPM55ZeIQ4Fjb7gBbL7k4wDIMix4QGO2x8mFD0F4VRqvZ7jmnJDCSMnS7I5q2T6UE0QEztJDqfwSITj2hpuSBCrvv0weuGxqEArC77YtIQ94Y7Czb8dUaHgQQhLKAY5D415o3RSDdjUyPCFrrb4pNSz0MoYQxAwqSnCixXgXpSi/zB02moAzAJtqx6OXOEOO4r9Km+H9CtoZXYtmDRx7w43JBDTpEVi1RhL+h7QVEgo82jY4LkV4xKt+BMoguLi3Xj3pI46qrktZHvg40CSvYtsLOc9pUhUKw97q94h9GtsGWXk8K4CyFIWgSQ/XYBUCDi0qDMlJPSmm+wU2qJ25NnuJPKSEWJRnw9ryVUH98x4a6NTZlwN0Do694aY0AWU77X9kBl8ck2K0SDpoJSaMUcDZJJRTBukTij1BYF87/RKEqYaO/6p9G6VKM6Q9L5+3P5UXzo4TJlY9Rm2I6PAcAYd280bKIQCpVT7tX50OaifE/rQS/e7sPlEtcNyF6Qy8VxPo1irutUEce8MNQMo2zt9kZhECnle3mf/uEKJEePxIVRpKkuqNf9Rzrg8DGuPZQR7ZNrauTNSlStOFIUSeoM1KCcg5Hyu/XNoIL06QF9rJuVkLanvHzZFclraT6HrfYFaIUfalZCvdzPZr50TLRq//fmmkpLM7x4Ki0CHAiTDcvhQkkvoNTLOyEgDFhBcVNCqlmy0TNMLSr+ueyx4ggeiwQmtJYTNmY2SHo46VFIVCwssItZ2lzTrRYUq0hFp0e9t9JLKQOCMKOLnE5FMnMWasGGI7gfK166fT7msnkuqASkHtz4RJuT+Vl8XQ5+iAqfEnw3A72EzDpgpUWmgWY82QYjPzhdLnl6JbxSZKv7KFvXhx/XaOOoy55ESbI49ASWes2k5vm46AQz4Uk0iNkvbDO0hkAXFG2mH5nUraYnWYq38CY5c/y8xS01uz2IGiBE9n4L29QauNS5EmeaIMNxNgEwIpLYVovABomogXULoavBvaXAzJFxU6iBLkPcUlE2W+tCZc1UEuZpeEYHLYcKmINtvGaDWlUO3FlVMFs4QEHYao24xW2+lCmI2RJE7f1VYKQQvoIrC0tWOMhD1XhFe6QpbWVHljusuxBmPLs9klydw6UYYbAKAIVgPkir4opQAUcvNmhWyS2A0Zb2eMq5QtUu1LNrYSZ5+4amVU107xqvIAWhVJVJ6vXcsi4gjAEbvGqNKEJB1KU8C6LIoxijNYf+OzFfOEoBXATmZwqUfd5dWz8+pnMwm5MEu8ewm8WhCzFJAbKv6wSZw8w20ZigEqLVRhRVuutKDSyPLo4kXxJrzhXmfSetUViKBpteQMyReBIglpSemjXakXwbMZ+KkLzf4EqIgVl0iFI+KAQUuyPNq+4rMmlFeKsZIpMYK9uaraTmd7YwlBPVjWTudz58sg708le2ZnR0I3A8a3UYckKuAcDES92UJPAzHQ0rgdZFkiDSLjzKnSdC45q/8kIOSOECQTaUEBhxNQOBG8wnxXf1ZUWjkWKjknAAtEHq1ArDrJOwuKM06eCwBYEaCDsqrzCBRbQtjptFVxaS0Mmbc9/Vmq5hOAjYR6KCA9+Xb8s8dGQ0/yOkyyif5vGSfKcHuj7bXpaL9w9X1d3vUoaSISwsuyCmPzyNIm+aLF8ak87E1PjqiSc+RAkxxIM5lvSSJkjzRrEkz8vG0hvFSEmiQB8kwMeNt5fBZH6uLZA0gx20RFnsrSqu7PWv0JSE9cSlh0PsRRf24PvSDJiTLcsAw9MyJPVLjNyOkMfHHPGUu7feLMrKjP1TU59vaXH7MKtqS0ErFFkJK4dJpI8SfLIGPa72PX/fVZHEotFfCgLJWc6AGkmK1DUS3s6/szQlDYozUGPh/isAxMp02lqkMcgjz+hjvYmBAFZxceKWpDzWXZnWDfoQzSWaKzT7HFve17k/lbjpknlQxRLekK3WyVGHKYcRgUcEJ09CeEMBepKvrEeQIY7syg6Lq/lDhvc4gT4GqpiA6jGkRgGXtdffnUlLjNVK1kzhO5mixK+hOoyXS2H87/EWSleaWqrr5tZc4QYUztg+NvuJ04KQDxsqclaDoTz8SYYLOifdTalEHkD+31EgYptgx5gMJjSEGd2llQ0FhQ8AE2qrJxnEBaQ53aqdMzD4pg1dWfrnk1f1zmFNE9wcQajJNjGA/2YZkkWVRvWTJWC3PSh22A5WPuQj0UZsKkCTjRIKOBPIfqeyk4p2epKk0X+ujsPgzliV2XOJRy7A03J+JpqH15S/q0Px8fZJ9y14dQGSRsuytO3CaeMEDNpPeYLpKOIgnvtAm6RjRBqrqPB0qw6oLWrfOqAVelj1Ptjtv+phhZt0lXlqMFqEN1GNIatLsj4Y6BY17R1J0ivFy7y0dXCih7rr8oxBlbAUNIW9Xzfgies2NvuKkoQCU1jCFbC/YMu44ykg3VEi0PDe/k4r1bdi+AEQ9+B6FgnlgxOpnfCv33UtTkOMqoyqt60tOmFGQ2CV8JL3QElPOI5/vfg2oOA0J46QOzHGOM1OgY8Iw0NkjDeZ5mQj9XCkg0qFgsD9vZjVzSGDnV4EQBnijXlfVRGlGJV+RK+Y5QCFpH0ca/aDCQGNWFKBbcBF/YB2MudLDMw9a6oVoiBeuFVsupBkorhnsTCGtrrKB/FzEOHBoiT3rqIkZtvTNLBHBd9TpiFsdBu3iv1pKb7co2DAmdUJLU5LIujCHFeEKQp5RvGkTgRMFOEthEgVINVdp2w20hK+pQtSf8+xCFoHW6mmWyX3aAK7jjb7in+7AF2o1131vOh0cS5227zR0qzGaXSgFJp0/h2pN0mh9vV5D02IGtlOgMCE0NgsaBdoVb72kI0go4tSvebWmg/K3WSkQOlBpc3EjIJi59sI/MNYYU48u6rpDpMRSsCDbTwmq0arGKLDNUacFWUv1IKVAYLvHMyg725MYwkhi1Lo694RYCy4resZOYYkUuNBJM+A1VA+vawKzIMvMknRCHgAhw5DBPaOIEZHvqMW8LQ+4dJ3VNnekMmAWb0M54V+EUQF78xtaEsupgbidzKQ2VpxUhaxWiDWkFNclrQtA2iF0ElLkGMRbaJsPAVEKhikgcrSDhgPZnwAhHeIiyz2HA8Tfcq8IXlvc77C7m10BX+GITdU7IpWLFOiSbw1EUbmYrpVDDnGo/J/MMPMnAmdu8mxZSknQ6A89v4nW9JNJUdCVXXObTZLJICNoCOCGYpOk1EzNU4VNjE3CiQKUrIAeA9svO6oN9oCxzdUwWSTqHBcfecK9EqLEM3tuT5Q8R4NmGLd4xz+9i+7KTh/RNfWLRcV8upUrOYHhCloebk+Q8zMo0lUbm6f50cZO7i8y1bjZSkoByJS+L1VsZBJtSI4WbmKAVg4nAmqAqghILO3q+gYECzaNfPsXBe1bH33BPpwD1aE62faeovVxKEpDWy4kz/rtdJJchKiRD0EZwaCP7RDTQeV/GqskcNDoIWZ5Q0wihsAuHDJyrndc+pz7T206DsKMbhJ2KQOSPazmmeV6XQePjxc5bZn951DTeyshnWgGcKHDCIAPoqQEKAFUzBFZzZKIhJDUiUNofRrtUKktbj6j/wA/8AIgIr3rVq6rP9vf3ceedd+Lqq6/GZZddhltvvRWPPvpo43uf+MQncMstt2B3dxfXXHMNXv3qV6O81MZpDc/E14JYRjke0o7amUBdcZn8XHZqJQXsiCOGUCTAlzOdTsEXLkoFyacuyL838Ix4stLQTVtWJHnXeQ512alqbtJlp8RYOhINkgTYmTSOafxcdgrwFPdEg7XsL0ERWEl+uSoZqgRAgEkBkxHKnFDmCuWOgk3kO+xeAJxoCQdN3HkvO7Uo+N03FpPmNanLTkGd2qnHZxMiKCtgq0/8ww8/jH/7b/8tPvdzP7fx+bd+67fiv/7X/4pf/MVfxOnTp3HXXXfhq7/6q/Hbv/3bAABjDG655RZce+21+J3f+R385V/+Jb7u674OaZri+7//+7fZ5QUMIc4MbadV0aP7C93n9QV4tL709SQitoa+uefVZLaGZULAIZQCT6RaZkNJyum5cp6CvZDD/DHzSDQ4TcBZUuVwMwGqZJB1pfITacJkBJuKOIouAMwAlTBsImETTnUljlCdtyyBC+NWWFIrJpWw0sW9ZmjtuJV1feqpp3D77bfjp3/6p/F93/d91edPPvkkfuZnfgbvete78CVf8iUAgHe84x141rOehQ984AN44QtfiN/4jd/Ahz/8Yfzmb/4mzpw5g+c+97l44xvfiNe85jX4nu/5HmQtihx9GKJEs6AmUx03IDl/2bnQJNf0HeM9q6UKI0pVeeYR4zBGmeiSomvujZyTgzCvmKOkVkkXwYdcmVkxzs5IttVDUaom0Si0HzN/fKLEcGupIa6nFlwQOCFQSaCMqvhJZbwZIANYTVAJiUSh1VDM9XmLEnRxkaSzNBPGh2yYe4l7B4mtGe4777wTt9xyC86ePdsw3I888giKosDZs2erz575zGfi6U9/Oh588EG88IUvxIMPPojnPOc5OHPmTHXMzTffjFe84hX40Ic+hM///M9fON90OsU08EDOnz9f/9GRBeBDCiwZI404F6nNqMl0nSvc8BhyTMT2MEew2jZB4yjAq7r4Mqrk0+rmySz1F6SmiNZgrcXQZpirsSNxbZsqsCKoRPRelxpJZyipMCD3LLIWApJKFQw3X7rEEve2CcEmEgeHdUXZCHLeqREjHpJ0Bj53XJpxq+UDwFYM98///M/j937v9/Dwww8v/O3cuXPIsgxXXnll4/MzZ87g3Llz1TGh0fZ/939rw7333os3vOEN3Z3ydSqI3I1qWWZ21CoeDX8urVyZzZZzBcfAF72KODh4glU1HzA46+DYIiyjqpSEGLr4CkQSP3Z1VGym2xXbFWC1AiuAjXJ1UOaOYQaxN9QWZErJz/Z/JgK0Y1Jab7I0QABJ6jrIbVraFDBcE4NYAVwqaKAm6RDJdS1TAvLx6+m0rmVySIz3xg33Jz/5SXzLt3wL7r//fkwmk00334l77rkHd999d/X/8+fP4/rrr188cFPGeRncbjs5JZJQfcOrmciP25EPjlmqbBLqUkYMwoKajNIVK5aKQirhdSkTbbE/8/f6QBGqzPh5pRQ4z0Qlva9aHgB2YRA7SWAzDZPPGW4iiWi4+irWSJw6bLMSN9kvoaZlXXI5PAaQCoG+r0RizJlAqQJZwDDAOcGkBIDBpCRVUBEws1JdMCTpTGeg0kg4KHw2G+MjpWQrWn+Y1XOJSTobN9yPPPIIHnvsMfzdv/t3q8+MMXjf+96Hn/iJn8Cv//qvYzab4Yknnmh43Y8++iiuvfZaAMC1116LD37wg412fdaJP2YeeZ4jz/t3wauNvAPaUGAtRfCJuVYWcSBf9UxrkA2OsUbydhsHixalD61QoqVy29RuXiXnuMKX5fRqMmkqHqNy9wiQjAZrgAsXD4T0VBGstn+q/j748EiW1hkdk8QZx64yp2KUOdWwqYLJFWwmWR3N4yBeryKQYcd+lD+pkqH3jGi/Tp3AiVekCglE/n6xeMvKrQaUUTCGQaycoQbKnGAy1zdXm4rYhU6UxM0VEZS1UpjKE4j6YBbT/WiSi/d9iUg6GzfcX/qlX4o/+qM/anz2Dd/wDXjmM5+J17zmNbj++uuRpikeeOAB3HrrrQCAj370o/jEJz6Bm266CQBw00034U1vehMee+wxXHPNNQCA+++/H1dccQWe/exnj+8U25pQ4z9asfzjKDjvhZRqLjn9MjMVtheAqsZCZ8jES0spaqr2AIebPHKYEKrJ+GW+dvFUrWX8Lx5cTu5hIf54QWE/JjYTD5rT/s1vn3ZnUwWbEkzl8fqG3R4iecONynCrkqEK93/rQjJFKXN7b68ZwiASBR+/QgWgCwWbaUkxUY6IowlKAyaTkAmIJJTCqiLpaCJX9ySobdJXvmJ/eklfrF3YuOG+/PLL8Tmf8zmNz06dOoWrr766+vylL30p7r77blx11VW44oor8MpXvhI33XQTXvjCFwIAvuzLvgzPfvaz8bVf+7V485vfjHPnzuG7vuu7cOeddy71qtvQS4pJXPnWNfOrO889SetlZ/i5prrGsssQ6VI2aUA5geKhJItLhTEkjoNEoCbDWYJKYWVWyvi7FLaQeLGNsMmhUiNyRdQ4z8C5rgy3yVVnSC40yDatNwVNJjnXjeOU/CZLIAuoQgy3HIAqJOPrsswr0VCaycrAWNB0BipKcJpAsdRq4YQkm6RkqASg4DGyGkBK7mVRCzoMGQ8YI/FwX7o1JBbRwdRG78IlYW78yI/8CJRSuPXWWzGdTnHzzTfjJ3/yJ6u/a63x7ne/G694xStw00034dSpU7jjjjvwvd/7vRvtR6tax4bBSgGZary1ZTKT7JQrErJYaccrmxwWY9gCT+I4rIo8nGrYPKnH31p5eSoldHL3Ih+q/HIskCgx2rmuQx9p96z04QjWYrhNWudVA4Cf0Kzk32QAVTgCDbDgzHSfyCIsgSulbqU2PiXyo1IFaxl6BjQeNt8Vy6DSSlimsHVYZn86V05AVaVy/QoEdgI179glCbB3zA33f/tv/63x/8lkgre+9a1461vf2vmdZzzjGXjPe96z1X55gkNYiGajYsGuDCwDsBMJi/ilOcjlnBpuTTpp4KA2VDcNUgde7nIMmFCHSgyDjBWRjVlR1Z84DKGMAwW5tLpU1aGPlulXedxEYBex8F63hCmaxwGAngLzpfGHwu7t18/pzk616U/GVVC0UnBKFYyF2IZ/5MKwjBcK399vhieVAqwIK3syEBEtkobK8pKGUE42V9oRGYbegE6STmvbsqyDtSCbSlqUSmEzBZM5MgIDas806jkQEVhrScsKz+s3ivqkmyI6yU0Nwkg43i4VDQCq8qeXUlHIE2H65tiQYzrQUHcK6oxUIRFPNtHiWJhMvOn2xvzGY+112xSV4fY1RkASHuEV/Q9PRmMAUBraCReEGpHEgJpacYTmHmh2lHmE99n9zKv8UJLIs+efX2AxtOLrqWg9jsizQZxswz0WQ0k6fllHkhfLcJuPWoHcho9NCVTWGzxIpK4CpanT6ctqQ8LWkURclftDkku6FNyhWLJNzJNrAlCeVylv1UrgEAoLSTzX9BrlSjVpbBjHzeHq5ZUkVWoqa6rCeHKs/Ni0XpnU7civ2nCLxx3+9m9EKle02COgSgsqZdXUZmhZK/B8xksXhigTOTFlmuQSVinKqIBzqLEkbMGBoo3fnCMXKyPL4uFZhnKrM9ZuUoV1FRINlCJlxk9d6Khqd8iNN1sZh0vRT0+uCY13QBixWQKbupSymdm8qtGa2CoZy9fAAdzGm6vhYWydrufvWTAkEruea6vaoKzj3Z4UQ6UcwIR6RTPflU1xERhQUyMphcY0yDtAnQhgs8UkgYWmvDJRz3NORMCpXXm5ejHlA57nx95wU54Ds9qtotQVwwnQS4IISQpaL9/ADOtI5Hk9Ufxvw0iCUpp+8jK5ppWCbL1Tu2rJEcHSWivbhlbgSd4w3iFhhBVBzQzUfgGalgukjyFokGhGLpM7CTgjVI3I6ZUCLXNY+WV88/PwvrAPO4REGx8y8I+MvyTveYfvwiAnm6yUWW0Dq27jDbhnwCtNeTJa13W1jYOx8gKeFlKPZD4erV2OusXSFMdB458kIo9mGXZWrM6lCGyLYgWMiM4df8Ot56qcKRIyi/s3gEXCS/h9nz+dJGJZ1yHvMEut4PmPCW7ilaD9qWyamEiuWRuKYPPUsTBqwggnBCrs+mPuST0rLpPXJuDsTFw8toW05dv3ItQbWlFwIkaaSjHUZJyRt4Gxb3SiTgkM/89KXHFWcGVblcTt8yVktLZTGJclsu+zRObIO0lSsSatOjwmL7QtxHk03L2wwRvc52cOAOW55Hf6OPMK56WpAfGcZ+eIAWRYvL5IrtksNMFMEql14cfaMpRl2YBac8zXCWusS8ChRGqKHGSdG2+wVeH+XbqMHBt41YGXDojHbTU56nv9YxMpPGVTBqVqQfB36HWR4W71H68WVGWhLG5cr4JNjjnlOUgnwF8N/86JM9yibiPekVe3mQd57xpBsj1Rd9zLk026lGgC4kBjWeqRaLepYpeTa6ICziKCMaGwjov/rQnlRArzgyGhKl/siHllQlOolDQWGyPg+CyZOdJQ9TmrfsWZrqySwEP2IHbkmeqHa8/bAhWZJrxOkowOpdllqsjGZZ1CSKCEQHniukTDyWjVSdwzZQxgDOz+tFo5VWpBPgtlA+i8d0SgZFFta9AG8si+nTjDPQhaCzGHVFUnoa+OsCfytN5Qyy7DREplsrUyweovS/zNSU7NxxrbzkWTvI7Te83EE2y4PdkH5BioLnuElRCc2MVPbUZQs75g69Fa3fB0CswkWwmTiYvj+kIgJEtwy83PQ/i5nehGVglrqjcegzxscp62mgG64IoBqUoXPrFzqXgEMEmhJ9beSNephkoBnDBsqqAMg62WW7AKGc2PSYum6IHBl2sOHCsuS/AFg756Jjydgu24UNuJNty96jZaSyzcVRPjRIvHPAbG1KEVpaSIkY85BucBTyRP1S2/+pbPlZLOtkhDRxWkQLs7zgg51RWvoKKplsE6lJUnxsNOp6DZTObVzqSeqyF8Te1lijNZ2lScUVTnPrt4tKjQOKM9E4aiKlgMeCmet1DX59p3hJ6aXSmpsMowlJHv6Zmt9xxmZX/tkCOAak9sidoOW66IRczRcDehNSh3b8BV1W2sBc1a8kOXIPTAqyyCsmwm/Oe5MPaKcliJyJGkoROL+XBJ9bn73Ud62pYaTqAysxR9fQjmACVJVe6UJ5kYaw9/7QMUZ2yewKYaNlOu9od4xazrsIkqxNPWlfFmqJnTgSxsh8ftFGkSAqU1K8dvbIrHXmeFVGVdt0k0C+ZGQ+XnoFWQgvtoR8bcjr3hpp0dqIkGjFQIHDw+lhc3IjeWdzpP7TraHsahwBzpCYpkk6sQ0hMZrowG+3rOLodelMfTKvzE+9OtlXWlLEhH7aqrvqoij1JO35Gq/7fuqcx9xyZivE2uHGU9KBzl4tFkAHIV/VQhRltPLdTUQvv6H3Yxn7mhXGObLxXx1B1xprCS4eNFRcpya7nRrOSeI0tlleDVcDakgsSzmayKsb3kghNguHMQp+OyQYyBvXhxsS0dFHPvPCG1PiidYRlP2DnshJpDjEGkp2DjTP7PgKtPIuGrog5hbfFesEv/I61BO3qRKOT2LKoNw5EPPhNJ8Sztyios8wm8Qk1CrjSrcjR3AnsZMB8mKb2H7DztqXXGu3TKNaZduSbVsM5oM4lyjdWQzUwr10xuYxGzAtjb367iTKLAuexZ+bKuvD9decxD2L19YBq8jD3zecM49oYbSo2uvthJHkmzbsPt8kVVS9lZT9AIxYIpSWqllSUbiw31lrb+HoBiy6HGMtJT+Nz4Z9LWxzAfENEp7KeviQGA86wy3jQtQGUpG+RDShjPKyI50QKTq6rW+zKNR79xaL3xzggmk2p/Xt5RinD58EZgwAszTLmGGSBfD1uBkuaLFEBd1nXDuefzsImCQipjliaihjMrOsd8MMFqBHlqXRx/w31xX4rAbGoS9HkAqUs9Ik+DhLxt9/YXxIIr8sWQJbknergslzpGpw5UsSViSyAC584hsAwyKYh3ZDN7yNcD5Rox5KLPaCa0nFZOdZ4166A0awpAoRI/IFv/+BDHWso1uZbc7ksEm2mX4WtAhZLNxDyvinc1MJsdOiHvY2+4eW8PbFzsct3sC7atpAm2ohYtdHUC7UyaajUD2+k9tVcEIZcO6LIIosjw8QCTFBqTCk0soZQh2RUkcfqwBovVqvKiTU89bfm+J8TIhmS1EVkCKIP5yd6AczPEMVK5RpUa7GPdeRDzPggwA6WFmpUQrVFXp8ZaWfUWHeLBhzDL5fgb7rKE3e8oItRGZpn/fhCC6Ey8t0bOAdRqHczwKQwSG8+qeBf7nO2h1zBPGvI55Z4UNK/YclIK/6+CvqwSP4aXiNBkU7eEVwpc2sFCA2ERJZvpSgDBaqqFEHyMvyVdDxCDrAP75D31Rh98XZIwxDFWuSZPweyyYNSAFcEG4UM5ZFNwouoaNcZIHfZiBVWpgHSz1nNHNCpT9dgbbgBLiTNt9ZsBt5G0ys2oMhyEdIM8FwUNR7fnlo3PUfC0fXLkC+/hV2ScGDfpgifjVBtniZaXYUBg4b29S0NoIqHnU6ok22LgtPMVJn2td5uKp20TiU1L6h0vUtI7+yHEmbbjh/ap7lzzWSDncFCiQCUfjAXyz8usqMlIadJUwFlCfOuDPHv2QJ+7Y2+4uViyWaBIiBtzSi1hSs+4E7odakzlhbC7KzeWWVTm19wAq1R7PPlid0cyE4iAojh0sbjDBDHWIirLiVQKpDIB7+R1Kd3ppRs/JsBmUsiDxmRTEJx3LdkhJpeNRmXqTUQqMbpN6VRbRwe2ET4LjoBGWkSyqZT0QV5VXQEQ73lWVv/uQuN5ceo2BCwo4KyUuuf3sg5Y6ekEGO4ZQHUmSEMBROuqsD7vuBKgVoo9+Z39qgjVwOT8Bukmz0HWKdwoXclhDUKXyklIvkizuoRlMrL9Y4TGPU0SGeuw/kYoXqs9GURVBYdICzuW9mcyhmlahwgsd666GopIGwpPsQ9vMIYbSB+jTqiu/2E9SUbypFXJiwSZLjjiTGtoxR8y4FoboUWloZOkmVfu0zJXhC/j2ot5spJTt4ELm8wr4DRPUBeha2SVBEQqciSe9ffPxo3DsTfcC/AKKS47o6rVkCZSaN1tRJBxIqEulWlTyflD4Wst96rtROKOIKwRoST9jJP5WiWoJLYoI5BVACQDiBRJcaPSyHyYcKVAxPvT7iWwO++mBZFtQhhTrKOKEzvRAl8/RPs867KbINPZplZiVHuOHx02AeqNPha2JY8ICVV9Y1f2oZGpRZ0hz+aX59Rtlmw8kpNJC1eypKipIkRDEuY3i5NnuIG6Jrfb7ebcbVZYCxiWgjtZKqUgy+HlJSMuIUjJPXV1ZZCl4FxL/Q1d196wCVAzKJWQSwhVMSbxzFyND8/iW3LeTaO3EFYrwiA0qtK1Qo4xIhgxM1K8aYin7OL/YF5Qk1k8eDWPWRiTgeEd2o4Lv8yHBGlOp7X9q1wRtSr0vcg6wiAVmW5oO1vAyTTcrnQkT3JwKrWaYRg0K0DlXAbKSIX1BlnGeYArU+UVAWlarfR7iQAxi0TgQyReVSWscEeSaSHFkwhM7FgidfyXtCNlzAqZD2k7qQqA3F+t+o/pghcv9plBngU/NVg1SU6UZHzta6pqgIxV+fHEGTHcAzxJv+E4ULmmsxbJkHa4I2QZ1GzpxIDaRI3n1+nELoRBhtY42iJOpuH2cFqPZK08pHtT2eCbv1FjQhKeLOPin5TKsn3QA9DW1m4O2Ek7kcf1TTY9R/bzGIKnEqOmLHO0cinUz0bBGq4yK0wqBl0TQFyHTVjJ8TQ1UMxNNZa2sdW6Eo3tPKYLvpxvmlT5/2pmVgs/hGOgCUpLiIjKDpWfZfDlXl2a3GBvMklApyTmj+m0fV+zNEDZUX7C1ZdBmsn+U0872wRN8mbY5RBW3zzZhttYScJ3Sig8m4lxbEkFYzPiDUtKMj3SRDyXRANmtfg4pal4Zm1EHkCW8iFp4BCSBbYOtuKVTafVZiFpr3gim3JeoYUs4PUTiQHDEp+UeDiAgqAsN9VYusbUkV/IE1HGICDOSHaLdZkWa9w/p/DDqW4QTNpUfpa1g52JFGZbMQuq7Xnh2fLyDshzuZ9uTo957qqw1iYcmFAp6xA+U8fecFOStNcqsdxUpSlNVSvb7o8Qf+vDhsMX6xJ5jisWMnl8bQz/My98C0fp9nESKLBiV68b8HLmigic9iuDsyawHZZl0fpdraU4kw9lrGskEr85q+r6IdZKPZuBKj+eOCPktVpNZi0EJLVOuMwTKRo2Uo1o06o0c0o6nRhLwAmPXyPZ4QQYbr241HElXhdUaTZlaEPSQZ5JneRVm5rOag/CK/MAUs1uXSLPCYbVLsYNFzZxMWaqON+JGL8lWQ+sSZyAFaYOEyTbozA1GcTY1T1GF35hAFSqoH7ICgQT34cDDr9tvAzqqqo0I/oxioDjQ6n++BWv99gbbp7fFQ/rbLeo0myknklIwIF7eayyQelfAC352VFEeE0QYDPJn/OblQJViQqrRC3PqlhRVIeYQTMpiYrSLJBBVoJTUyKnAoRZIeGRsbWhfebGQc8xttshkAVq6iiKpnTgQhe4vvYhL60VCDhEtHbc/vgb7jkCTijw2lCl6QqPtKmW9JBxWgk4pakNw4C0JcCRg0gBxXRzoZuIBmyCSpZLrK9LE1QQVRjPNux7yhTGkWXgcq1nFhq2EdLpJYMMaTeoDQLLUn/DmNFtzhNnKGshgm0DYQaJP+8qzbRlXjmVd1grGTdZKlVD58lTYUjHi3L0wBNwANRKOkuOh6LF8G2sVbJZtCXbr6OkI8ryB0uPjegAATYL/gMWqS0NqITcxuby6nrjjTZDbcsGsh0nGjIAFQnlAIuXVc/dUKk3B54V4KJsDYOwklRDmkxq1Zs+ghXk2nvTDEnq8DOzPNsDYtzikK23N3WiDXevWPD8MRiW5N9Ah5LOKERlnK3CagDeeBOBNcOW5Aoz9dO+5Tvu94Db5GtZb+21zbadYLKOsfXhi3XbWQWKnJEdmNk+W6TAU8jDIALnmXjJ1kp4qq2Ma/1l+ZVlQJ/x9rVPhmwse4WjtnNFj3sghiTSh8f0KeC0oFNJJ2Kj6CQ9zdcq8RVOg2dZuVtrU9SU+ASS922xvsftUhB1IVX6dMHjij2NwFbmWw+RZmUoLaUkeo9RdR2hQCGoE6UR8pzWUG7zr9EOkWtLBCdor+Oawr4p5WrfCJO69QUSzjOee7kZu0joI3a56k3SlqISGOHjnWzDvQqiB3z40EF6YieC6+nuDRYlUIcr/OfKpQkmYrDJAl5AoALP/e7xuMk6cV2DSmRXTaXwkyrsaqSsYwBStNyL9SWR00TqCE2SpoEMho6Y5TakST0P/MZi2I5WYK0BSOG3tlcyhRuZ4XcTVxqjLcnAv1OCPqmpS8WcFfJC9XbDi1hPJg3SFnE03NuDK7AfMzoOIeZJT47Ywlo5WS6qapaApXJeCF+EyiZegxGVN62c1iL5utYWg9L/yMh5VCGetp5Z+dmX2iE0K6vypicOym389cSw2RlNLxIB5dilpZW6K2FowodB2ghTSklbEIO6FKTqvvnvEsn96v0e1VUVSwMUZZ0p5G0GEeAUrGhSe/Bkp8BfLe+aRzTcHm1qOHNKKJ1J/hGHA0TgLAXnCbihBqPEICvxzpK5VXJYPVAlLAIE1gkRWOctu5rWyiDwxHv2RtwDrGcQD3vGUDPrfgxoz9VC2QTpxmOZotO2lH06SC6dh2slMV13v7pCEJ6gxLkUCqtedvvt48ZdsXBrQTPbZBgPdb7avtt3bU5XE8ySdliUsu/giTxKQ2sNTFjqJLkXF9txOx/RcDuQJ7cEmxk8K4RyGz3sIwVONWyeiCJMrsGuTKovd7pwPHFQPZBAqYQ5yFAd7nDGe0FNpqsPTkGGDCQ8MnUFn0orxsfVxuHZrM4rXtOAk9ZQp3bq3OL5Pk2nWzLcEqqqsqVILc+BzlwpB63AWVKHIHxOPVFQ1dFl+BS2FiaeJyv52i/WSj2UocShtjEPSyiMgQ+tMA8eZ061OBnL+AJziIbboyX5n+c3GyKODJhEw5FJDK023B2PJkkVsynBGkmDJkugUoyvD3WogqGMU5MZmm1ixePWUwM1LZv1QwohyHiC1UZCcKQWFZ02pL7UB57Nqg1AESvoyJ4AXNU9LbmYxoKmhQyXN9ipltVS4vKjXVlaKkwtTDxPVnLqNlWNkYEvwU7hb6wwVm2EvgHpgTZVMCNz1k+E4W4olQwgzmzkXCEOgrwwFl0KO2OPOcRQM9uoylvFH+fgQyVUKieyQDBcL75U2aEm04NQQYYMi+HZL+v6OEbqh0hNjDUIVqEay0KpWLdsH1QRcI35MK8y40ltHcQf8iVYrYgIN88hhbcUp3INluWFty+hJVghLXHRbL9uk9errzKkpkoXwlor02Zc26cRkxd8CLNRiGDSGCpZBKnlajKbPNd8bQSf5H/IvHeV5/LC6jHKwsQzR8twW/HSMJt7AKsiUnNellYSQzUMYxXIKpCt0wbJBmoyM8kGWaomM3cuKoyER/ZndZU8y+uHR+YJYuwIXwExBGFWw5J2+ubDkGMa6JvvlptKNEDVZ2J5a1KiAItmeCSsu9J6ykv7jHWdvyLyuGuEqxpahYP0uJIYJ8Nws6MSjynNug68GguRWzIdPgWdBjGhBxX54ghBzUpgvmw5ObGCuUp+tdq7gjVJFf6gsjk+eiZqMnrqluw9ajKt52KWnN6iAPb2awWVNce2VY0FzrObSMhi4+caQlgbcsxcv4kI2NmpBIXVvlsBz2VocIukWkPd5hLWpe8jK1GaAnkmqlsuW4ZT2YNpTTPswYkw3FsnwoRJ+365qpWribx+QZm1+tN5jCMmzI1LtdR1ajsbJ19sCm1jDshyuiUDgICqdnb4UHm1FwkByAfEvPAgkWEx2tPlajJd5wKzjKuPgW7CO+wgkbHS0FnWf645sknbfBhyrk0d4/sMVx+/UslhrkrT2lnRHgYZoW7TqyQ15Nnx/Z1vZ1kfXJlg5Fkdx0+17MWMVNo6EYZ721hI2s/SYcKl2+xPljnmWRBL8+gzGJ7M4oUlDilaiRJF0V1dT7klqjHNCpD+8zwTwWBNQLHosUkJViOxVl8utSt23HUuQLzBQ7Tp3TtPLhF6VXLW9KZpksv+Qkc9k8a8WobprLOdPnCiYCcJbK5hUgWbEkwMlVw6+KR9dmU1ac1CMquC/Y6+k8SinYmQU7QSJtfeXq/CCPtNoCMAynOJFe5PO9WL5EAXOijmNqE9IUIpINEiWdbyXb/ZSL4Ea5+aTNe5HEapKa2BIS/exjzJVq8bvyn0quRsaE7SshdUSMDpwnQ2OLe7DUwEmyjYXMHkCjaGSjaMZaQGNAkFAOThDmoUkNbtBIVtESKCnfGq1Gd1Tlc+tENhRMreHl5PuxVuo5Bns+5MhjQDpcnCMZQkLkxiO8MsAGQzSetaTWbZubQerDizFQzJjgjnSZIsneejMYDU1tWfrcJVCZQKY02QVlVGTic5qHChsrl2GgkI4bUrCnLc/Y63/GJFsAnBxlDJZkGKFrJEFqAISBJwUQBtqV2eGBHCGZqtMzFZSAqNHfwj4k0PQRWDH6LwYjuO8bm/XfF8H4qZzFWG7DqXX8671LWTigVSGymZ85eS1EYKSBIoL0Y8Dy+U7LI+7E7azIkvrazKEg3kedWOPMtFcJrAbjj7gEzaYrfCkYwSCcPxuGzAaLgHQdEiqWEeRVNtZAjWVtsZep45QsGlTpnaBNqIEr3j6QhW88dUYaW++6YUsDNxOfrDnrC2cx1m+HHY6NwISW1KjaqsuU1QlgKqpzxzoqV0QpbAZgk4c/fcAmpago0GXHlYGCvPfpsDFtoNrepyDKmSTBJFjQJoY3DsDTflOYhaJkwP0SAk0VQJ80qBd/LWDRyaFZX3vI6CyTZwbOurjFxWd47DgHZCwsha5zrM2EKYYl5JRy/b8FsWZ59XqwkRkoPmQxYhQcmHQTqe5ervLuuDfdkEklz+ahPX/ywLcRCJ5qxP/3M1dIyvn6MhP9HjbkKd2oVSi5OhlxSjNdTubnWTqqVTmrgqZe4463OGi+5leMSxAftUtCOW135YsJz+rXoVZ3hWgJ9q34OoyEHMC0LAlZKOf5Z9qdjwWQ6hFGyixGg7AytFxpyw8whCkHSOxGBPErch6YqfZQSTSow7etxzoEkOynbrD6oaCkvykxUJiUZLfivnUibUTpKK5aRmBly01/WNOGZwTL9q6R+N91ZA3uueN96zoletpkFEmk8ZDOt/dzzLQQcA5TYNHTELDMCyKzzmSggUJXg6kwytFkLQQv+IwFrBTLQrfqYaRptGLtCOveFeUNAoSlBZilfdJUPmVVQSDc6zmuWU6+otrEpepFTPYVDCf8TRwSaJM5cIh21ONtSLPAlIS4wZgIhNDJIEW0J+8VkiWSpxa1cqFh3502QZilGRgEIGrCcEwZhuQlAPWEm1ShCgjKs4WcTqgE343eE8BVlXYyJLQbzTrcDhVVTSpKrtzImCTSU2xYkaRp/XWrz22exQk1kiRuAIG20ANcHKLFbDvFRoVZwBJOVuOgNbu5kVjqs8CE2uYuQBlcDwsAxdeMUbVwDevzei4Z6DtYCxtfKFkuLtpFR/IfxENiTJMDArAdYgIihNsOqIP7wRo8BW6isfFHFmq2B7+AhWXr3IPXOc6JroFJDF1u4zs8SnizWCmyu+uKkw0MywxskrKWpK17Wwdftw/A13aRZLRw5ARaKZQsRFs7SqZbFQV8DvLmsNSuuNUL+L3SDgbIt04xP+t9X+SYY1sBdHCAIeYqyV8dI1x9oUcFrmIRGBlWocWxFePLziDDPYykumk8TUobzTlXQgNdC3+GwE/alIeZCsMyoNOE3qcrVAc2N05D059oabp2uWcq2UNVhqWSQKnFpYrcBaSWU5rWS3esJ1vA4A3OestCTqA1tTIfHqJ1yUUbUnYivwpJIF4z+vgAOXAdIyzylJQKcWUzkWSrwCy0lVbec1diGrZCnBalOY748iuS4XAiKbVWLBupzjE5hxRur4G+4LF8C0huV2yhqklMTerAUMAwmE+ZSKN87McsPCWJzLCfXiodtWIemSrIqI2DqKQhwkr4DTglVi6ktTCP15w+PnskqWEqzWwXwGy1x/AFTKON6GqP3ZQg65ioa7Cbs/haXVY2MV+aLaTYbTEmRAE2wmGnNE5Az7ouGGtaD9WSVRNd9+pc7TQRwY1M8wLONJDEdUuSZiEa3KSmOxynwISDEVGY25Ns5u3noVnypLROvOYzaGkfVYto6uc7kVNxnTXXbYjnPojr3h3gaoMNBFcIOUAk8IzO1q1bRfdud6u7RENqZZ68DXeRj6sDpyAScJlFeO3tuPhvu4wKk4LWXqzX0nVOLh6XQFw+1IMcHyXwpSyf+5KBvztvragGNODJxXzkXR6rzJIePuSzTcI6FmJbhtV9ol63OqRQrL7z/MzKLRJqo9a69P15buFO62D4HWdVjGLw3Dc0UcXXgVp4EgEgIZTSbiWOyvGOP1NV4GH96uyHPSwUtSgu3IjbgTYbgbSf5j4UkBqHel23wer6JiLcA7BJs77Ty/CUEkS80kqYg/bKx4QEE9B5XPqbokGjwZ4Gn5HXsXlqGiaJyrC8w8WuVm2XhW1+URhH02ca7DQh45SIxVcarUZIC6rGiSQE0m8vehYzh2fgxRwBmhMnMUsfBMDRhDjoa7BZ504JeOY4qWe1JAWcpSZ94zdgaV0hQwFqQUVJh5olwmSqJBeSbxQR8zv3CxsZFBITU3UNIRIpBe2m9WJCK5xjbP1fkFFvGB4aNRj0k4niEsAy1L8iocNNbg+nN5480sNSIOCXnksIPDmGqaVIWYUF46haPGPD9uCOfnFh2Lk2G4PekAkHDCZCLGYEiJTuZhiic7E1meFqUY2SrzRMInfpKSUhLK6JPYCpV0MldXIU8k/bALlTgtJMGfWc7VWTOau/uwDOF4kpN6MmaJqs4aRsKHjLRaKOUa0Y2DUJNZGcE8PzbgxVLD28IxGrVuhHmnlOfijY75vrG9aiaVispc5kkDYzL1iFw94BSca1hfCjJXvV63KizAGtq1Ad+nhQtiyXJZEY3xdMopbEw3UWKDO/sLJI6TSDgaQngZMuZKy2ryoKEIXjGqU2XmCIL2Z60ko0HfZQJGREu2Yrj/4i/+Aq95zWvwa7/2a7h48SI+67M+C+94xzvw/Oc/H4DEgL77u78bP/3TP40nnngCL3rRi/C2t70Nn/3Zn1218fjjj+OVr3wlfvVXfxVKKdx66634sR/7MVx22WXrd9BY8N7e8LxnX0Rm5NJHqonZdpHZIYVpEgWbO1HRTEkpyKSjKA6zKGsA7sFWcu75LjNLlsuGhGH5gKrkcVEAU8nRDUkcXUSPYw1P9Ahi/7zXsyLsa2qunQPBMpWZIwgqhGlNaSor+pFjqngG/PXw4zd+x/76r/8aL3rRi/DFX/zF+LVf+zX8jb/xN/Cxj30Mn/Zpn1Yd8+Y3vxlvectb8LM/+7O44YYb8LrXvQ4333wzPvzhD2PiNk9uv/12/OVf/iXuv/9+FEWBb/iGb8DLX/5yvOtd71qvg5bFaI/ESsogLMYbpW2KzLqwwTKFFHbF2q0mVwpS6ve27Y6SIWhioeRrApVKXhxhvy2gipYslzVRKadsK6bHFnxxr5lK1UP0OAkgH6LSWohdKxq+qp2DNt5eZSbVLhR4hL1uw7LKdXtXpJWUfh0BssmlNdw/+IM/iOuvvx7veMc7qs9uuOGG6t/MjB/90R/Fd33Xd+Ef/aN/BAD49//+3+PMmTP45V/+Zdx22234yEc+gvvuuw8PP/xw5aX/+I//OL7yK78SP/zDP4zrrrtu5f6JGO7KX6/QqpJD9cZnVRg9EFhg5tVUcpy8kU0IJnOqGYH1JQZUAVdHRUElLGVnGfA7j8SAnppRy7FB2AbBYV61hBRQTBsEjtGZQiMJTYcZ1XzT4rGioCbhZYV2eJIdnNfrVWb8ijLVMLmG7SixephBDKiZrGwVs4RE02S04WZzicWCf+VXfgU333wzvuZrvgbvfe978Tf/5t/EN33TN+FlL3sZAODjH/84zp07h7Nnz1bfOX36NG688UY8+OCDuO222/Dggw/iyiuvrIw2AJw9exZKKTz00EP4x//4Hy+cdzqdYhqk3Jw/f37Tl9ZEl0qOq1/SmwGyjmdKgMnQKABPlkW3ThGUBlRJ4m37WDsDenaIqsEtgVczGUU2WdbmWELTYQYJCQaJlmylLJNC/2OzNIJ2kCaweTpuL2YdeJWZREQFbEowmWpdTR5mkGWwC7kyAUrJszf2GR9Z0nvzhvvP/uzP8La3vQ133303vvM7vxMPP/wwvvmbvxlZluGOO+7AuXPnAABnzpxpfO/MmTPV386dO4drrrmm2dEkwVVXXVUdM497770Xb3jDGzZ9Of1oU8nJxIPgjlg0gPVJMQTYDJVOHRknOKoYrAk2Acg6482AnvWcy68SDlFOdCuJYy6WXh0zJsY+ltB0mOGFARINJpenvco9dO14oRCbHIDlDlVmUme0cwWTEewRujXE4iRJ2VAlz2DiSkGPvBemHGe5N264rbV4/vOfj+///u8HAHz+538+/viP/xhvf/vbcccdd2z6dBXuuece3H333dX/z58/j+uvvx5qkkPRuCySQWhRyUGiRA4pU7CpkiwP7zW2EHAW4Mk+bSEX95uD3yaTz1UpRpw1wZaiqkEWgCXoGaDcDiX7VUC1h0n9SkAtWCDXbANDSBzBMYPCJk5pezCh6bBDeZYugXRPBtHAdmymXchCLcp5bQPkwn9Ovks8boJJcTS8bgbIAloxAAUm5zQZdqvccfeiLMeZ4o0b7qc97Wl49rOf3fjsWc96Fv7zf/7PAIBrr70WAPDoo4/iaU97WnXMo48+iuc+97nVMY899lijjbIs8fjjj1ffn0ee58hbDBCdOgVqEQteG6RAeQZOtKjk5ClsqsCpqELbhJwnHBBw0hTY6VnShgogiQYSVzZWkWjWObmjygAHnjc5tWhKAGtIJtVUNitB5DY6xcuRhzUZRtIJ0UIaOhSYJ+l0HTOS0HSoQSTesSJQqlfy8sJ2KmFcF7bYJvz89fs2rCH6iylgMjq4cM2aoJLdsyU+nKpWuugVaWmDKcZd9MYN94te9CJ89KMfbXz2p3/6p3jGM54BQDYqr732WjzwwAOVoT5//jweeughvOIVrwAA3HTTTXjiiSfwyCOP4HnPex4A4Ld+67dgrcWNN944qj902S5IbSH7gKhJkMncBksqyz/WEsJQ8wScRPc+YOwMN6eybJW6386jdj/w/ybAaiH6qJLcOZ0nMAO4CL6XyEOiUtefISSdEMYKueCwpm0NCIOMIjQdcrB/oStAGckgwgrbGL4dP29t5jbAt/1OI1T7MjaR6Wid8bYJDr3XTVbi2SAGa8CW1NhbGnsBZmSIauOG+1u/9VvxhV/4hfj+7/9+/JN/8k/wwQ9+ED/1Uz+Fn/qpnwIgy/NXvepV+L7v+z589md/dpUOeN111+ElL3kJAPHQv/zLvxwve9nL8Pa3vx1FUeCuu+7CbbfdNjqjhHcmYL0lw+3qcds8qZSbbS5LPzCgEknjq0gxy5a0zjMOhYmrpaT7aRhvHf4wKHFpgdMgdKIZVjujnTgvLR9A0gnhCTvVRuwWVjDLMIRo00foCO/XQELTYQYTZA4QwVbGYvV2qnBF6oz4NmPNPtynml63TXF0DLepXzysAdIMTgBYqhICxsCMDN1t3HC/4AUvwC/90i/hnnvuwfd+7/fihhtuwI/+6I/i9ttvr475ju/4Dly4cAEvf/nL8cQTT+DFL34x7rvvviqHGwB+7ud+DnfddRe+9Eu/tCLgvOUtbxndH3sqg92G4YYzjEkQHslkZ9ykgDKAsaq+gX2kmLBNghiX1BFuUm+8xUCLAYc8WM6A21QaVCVBFQx23jfr2tO2BrJrP7I/YG6QC7Azqet9HxRYvP1BBBMiyY5o8WDYqRXZTC0lNB16eI+V3PJ8BWMRtmO193wJNnMLsm2+1HzYT/l57c6ZyHxuq5B8aOA2Jau+l/J/a+H2lsY3aUbuKxCvxCw5/Dh//jxOnz6NL3rx65Akk+VfGAkfM7a6ucQ0mXgsZCSbQ34sVMGgkhdJMS1tNnbbfbs5weQIfgNmwrAZYCYW0ADNCHpK0PsENQV09cPye2R/AInjqWkJtVcA05lUSDwgtqQMCoP398FPXegsxE9pBnXZKdBlp8C7E9jLcthJ2sjsabtf3sM87N5dG9jvVxCC5flq7fhxqbzeREIW2zaeYfivdjLYGfBDbJaYoErhTlAp/6bAaPc6Qh0w0338yY9/J5588klcccUVS48/HoyEHhQ7iWR8bANVSpOEMYzbXLGpLKW8RWiQYpY9YBS2icq4mKwZA+TKA2eZ5ApAIrE2Shhkag+ALJw35l8Mw/pTkXa4R+Vny6BZARS6l2Di1X+qH8gYLpA6yK+SZGz9S5aPWKi7ij8HHjd4vMFotOO8bq7izds13Bx43FCyV1PN6TSY04cRhh0pTp41LiVEuZbhHnn8sTfcZkeB0s3PgHriURVDrmJ0KckuP+TvunAxZsO9D1iV6ufj00m9224r4+1/As9Eyw9bBU7YZZWwxNusb5ir/mo1rD9yDe7pdbnCZA5uDUuFEdm3NAV2d0FdLAVPgNJaNk+VcsaAYCbKZeJg8X4l9f06cgiuqX4xr95Ow+v1v1Pe7iZlYLgl1i0GO5zThxKlgnWZXFTKs0rM4qytGLKyI639sTfc5YTA2ZZmX2AIak/FEWCM7MyzlvxOyfZwBnVAmzKR53bbs0WjzSkDCcvmiPU/gGUx2tXpqEnSWdafikYPgElDKwKlq5ELVgExoEhegMy8NBvHE6BslkgoRKtqA7fKkgjvl26O7VHzugFUceJVjUXYTlfIYlter9wPX1tH5iXcJjsSC0otSPOh2ztm61YHWoETApUEmDBUQit53GMXsdFwr4oqp9pndQQeXCKbk6wBLsj9n2vvt+smze22N9pM5YEyGVfGmzPxSiixUAnDWBJGoZtAYuiosSxdIOl09IesJMFIf8gZe17+4tkA5KVh6xCNJlES6svG8YSU3JFJfEaOdpkSLlOhMk7VZhyOpuEO5t+6HnfTcHPgdbMY0m0ZT3IGW8HF5VjCfImF1hY6saBVrOAWYS2h1FqMd+nISobA7ENWvJrHPXJH89gbbrNDwJY8br/ElGV5c5nJBjUpxtSkmGXzsGlkEWSTOE87BWwmRpsTC8osVCoTnVne3MwK1hltEEM5ivECScexvxY7AYl/g1yoh93Lx8dSt/wwMaBDxmmqQWX/xGYlmp8No53UewIml8037+F5r7vekNuigdoWvOHelMddOSFzIYttjEvgcUMxSMmqUWsLpS2SxCJLSsdMPBywDJRGQ2uLUmuYRIENgS2BjRK/wnpvZ1zbPFLY4tgb7nIC8Laqf4bxwWqZya5WCKCKgBTDwz2jKlebmka72rjJGJxawBntNDWV4WZL1Uvfeuq8a0fpYf0hC/CMHI3XxfDM6uSCsZCXhoRolKblBBOXz8w+YyTIxrGJbLjJasUvyxfvFyfYPulkk6DAoDJW77wPV/i8cO28bO1CcIkFbct4+ulJDKUtlBLDnWqDNDHItEGqN1x5cg0wE6ZGY1ZqlNqiNArGKFhLsr/E8uyt9BLlcbXUj73hNjmALRvualc8JMNYkt+m3nEeZLjDh0hx7R0mbtc9FU8bmYXOLJK0RJqWSJSzakwo4V4opCRiooTlFZJ0+vpDxr+QqMpcUQYrkwvGgNi/tEiuP3H1H5Y4JOwyRrja0G3JxnE/jfulnPFOcXg3w7pAABOLesqaRctY1d4vtHi/PmSh9OYrS3qDTcRQiqGIoZVFom1lsHNdYqJLqFVzHTeMkjWmZYKpTjA1GqXRYryZYK0z4N54j4Qx0XA3YCcMTLb3QPolpvdWbAIxAJZBpfNUq8Izw1KFalZcHXNk7TYiNYNS8bSTtESWlZikZeWZSISEYUiL0faMwZKG9YdlpVBtGrlUJ2vWjKUOhDJcU7m1hGfC/raikRkxl42TzWXj5IHB9sY7DAscFQQeN2/A4wZBPGvFUJqhlMSYk8QgUduJNRMxFAFaWfkhFm9bGUx0iUlSYEcXUNuedAMxtQn2VYLcJpiWCWZWozAahgnGedwSqhx/L4yNKu8NmJzB+faWeqF3XO2KK0nFY5dPTT42PMbjJt8WFpauOrFIUoM0FaO9mxaV4RYvRmrrGwVYpYRJqVTVH58m2NYfslR5+lWox6JKddq2xy195YoKrUwd2un9XrhC0H4z1xntuWwcm/lwQHC/EoZKzZGKc5OPE6/o5c23o0hizVqLp50oW4Us1IYNt/LetvvRJJ52QnK+HV0gUyV2dIFcXXppOsuEqU2wZzLsmRQzrTEzCUpWKIyGBaF0xtsfPwZlOa7i5rE33HbCwM42PW7vsXCVe0raGW5D1eaFT9miATeUKdhpV6gzRzRDJwZJYpAlBnlaYpKU2E1nyJSBAstqlwClLArFMErJJkrJVX9g61hcoz8MwEgaNKvFUM+q5ILBYB+Ddi+Mkh2JiNC3WgmJJDbIGOEgI2c+G4cT27hfyocFDtFmWB+8B0zEbnm+2hvHt6OUGNJEWShlkTrDnSclch2E4jYIBYYiOY8iRqZKpGSR6xKZKrGrZtjVM+SqgL7EXnfBGhdthh1dYM+kmNoEM5ugsBolK5RWwTLBsoJd4e1fmGi4G+DcgPMtbXDMLTFJuXidtmDr4l7eUDrjs9Qz8rm5zvvxu+1KyU57kkj8b+KM9k5S4LJ0ioQsFNnq4dMqwZQYhdYoS8lrXtofltQmqwlUQDJjwk3JLXrbxN7bR5XDLtXWxq1UwsJbdbpfSzZObuVl6O6X1uJdJodoM2wZwrpE62RpKhdv9uGKRNkgZFEg0wbZhr1e7V4Yft6mZJEog5QMclViogrsKjHap9QUapUCIBtEwQku2hwXbYZ9JYZ7ahMUrFGyRmG1GG5ntM3IF2kxssb9sTfcemKgdrb4MAZLTL8rrpQFM8G4XWf2mxbAsFgkiedMqt5pr3bbtcXEeUE7SYHdZIZTyQy5KpEqiUcmLmaYKIuZ0WK8bb0Dbo1q7Q9bwBY6yNt25IIqvr0auWAQGCDL4u1rqf9gXbGuerXS8dXA4w4zRjxJqcrKmcvGSdISSeLGSrtVzBEx3JWnTFwty1fxun07ibJQ4GreZKpEpmSD0Ict9IaNZxUmgUVaGe0CKRlMqMCummLiDHc6mhS+OVgo7HOKU3aKCzbHPqeY2hQFa+y735YJBt7rHn8fprMY424gzQvoLSlI+3iyj9X5XXHtDHdhxMv1u87eu+17wNra1IqRaIM0WLpOtBjty5IZTukpUjJIlEFCFgnJg3dRZSisxlQnKK1a2h9jFIxm2FIJucBshlwwCJackk9Q/8EGFdcGrlQam45VLZf2bJwsK5EnBllSythq2eRNDkkWwzKE2RZ2DQaRIlsZ0cSFKhKyyFWJXMkG4UTJJqHe8NiIt22gwUhJPG1vuCdqhlM0w66aIruEHrcBYZ8T7KsUu85wi8EWj9v/NqCV78N+Fg13A6cmBfRke7Q4v8RUxEi9p0sWFoTCOE/XxSDtwFhkw2i735lyIRJdYOK8oB09w2V6isv0FKkqkZsSKckSd8+kyLTBfpki1yUKtwPe1R/LkL+XGqUXcjWOWGAJvIz1uS6sC9G4PHNf/6GKqw/Mf18w3j5jJGnPxtlNC+S6RJ5IXHWiZeVy2OEzLUKPe5XYathOqmRzUJwAi4kqkJMPW4hzsEloslBw2SRUIiODlEqkMJioAhMqcIpKTMggp6pqzoGjALDPBS7aAqdoJoZbpZg1jLZziKBgVjDee0lMB2zgVDZFsqU8bu+lhEvMxE16y4SZFU/XWNmwqB6wHuMdtunj1QlZZFqWrn6XfUfLxs1leh+Xq33npZRVjPAplctGik4xNZK65PtjmWBYNfpTkQu0RpHoKsxjjTtuHXLBEjC7Tdyw/kPK9abokHQ3TyTx5KUWIklbNs5uOsNl6RQTXSBXBjt6diiyGIYgzPRYZXketqPhnA9nuFNVYkLicU9ohlNqhpTKjXvc3tP2v1MyyGCRk8GELCYE7CqNCSVQl6hcYMEGUy5xgQpMucA+z1Cwwj4nmEHDssKMtRjtFdOSLiaXWCz4sOHKfA/ptjYngcYSUzZX5LdlJalCbtfZx76GPGBhm4oYuSqRKOOWriV29Ux23JUsIy/Xe8jIYGILWW7aHBNV4KLJsKMSTLVspvT1Z2YTpCbBVCUorKnIBT7FaR1ywTL4/QCruTLgsKg2UMkSBr0xQiJJlTEidVyUNkjTxWycy9IpLk+mOJVMq5DArtqyGPIG4MMkGlwZi1WW6WE7KZkqdJFR6cIV4vn6n02SYTQYGj7OzUjJIgVjQkBKhAklyClFSpdWVSEljZwT7MJgn0tM2WLGBlMuYEAoWFW/AaxkvC+MJDkdf8Od7iHLNm+4vbejSJZ6CtzYFS9YwhJ+19lwHf9a5nEDQOrS+3ybXbvtp9QUl6u9Oi5IBS7YqeyAqxz7NsWUE+zbtLc/U5tg3yTY1ykKozdKLlgGY5W8JLR4+pxYF54JUxeHedw+y4e0XZqNs5vMcHkyxeXpPk4ne7hM72NCJXbVdOOe5TYQZlrYNbxRH67QcPFmspiQcwKowMSFK3bJQG/49itICCQlQkoKKTQ0ERJoaDo8lb80KWgo5JTCsEUJg4INCrYoYGGYYdBdlWEZPhUNdxNX5xeQ59vzoNqWmCkZ2bRw6UIWhMKJ+JkBD5hvUzvvpzbcReUFnVJT7JIY7lNUIHUPm/w9w8QW2LVT7HOGqU2xz0mjPz5U4nfC90yGPZVioksJq7jwirGq8tB54IphLAqrGvUfrFUwxtV/gPO8B6CiUc9l4yTKInNEkp2kaGTjXJHs4bJkitN6D6f1RZxymQx++X7YoWDXMtphO36+ZfBzzmJCBhNiTIiQk0a6wUizdjVbFRQU6FAZ6j6ERhwADFtYcFXhz6ywLM1G5skfe8N9TfopTLalgAPncTsigV9ipmRgmLDPGSwTCk5G7zjXu+3y2xsTb5xPqal4h1TilLKYEGHXTnGRSuzyVDZRVFrtgIcbKfP9KVjjos5w0WRVfurMJpg6ZphlQulePKtsgPXBsmzihvUfjBUWms98GUIw8XUvyJGPNDESbZdm41ympzidXMTlah9X6ou4XO1VY3vYEb5YVo2t+nZ8uEKBkZFFSkAKYEKqCldc6pDFYYUYcqAWHRnfRhkNdxNXJ+exk2zvMueXmH5X3EJVxlLiX9KHIYn5utosso2d9qwKh5TIyeCUstglwi5lEoejGSbWYMIGp6jEPusqjangpLM/+5whtxKC2bcBuSBZJBeMJRYsg2WFfdOs/2Bc5ovxG7sDHZh5IkmqTZWN4zNGdnRRxbMv1/s4rfdwud6rjPaVag+XqwIT4kOrnBVCY7zsVVc7mggpCMp51tFYH14ce8N9jT6PU8n2Jp8OPO4Mxv22zjjqatfZuPDEmHZDjzuDrZauOUE8bMqQU1ItMU/TDnbJ4CLPMGWLfTbYD3bB2/rjyQUXrMTDPbnAEws8uaBwAoSbDpUUrFvrP0jaYr2JOsTjns/yyZSpsnFyVadQ+mycXTUTY60v4gq1Xxnt00rGVh82+ZU5+CyLsUX4u9o5SuGKk45jb7j/hr6Ay/R2JqPfSJxfYirIJkXBaOw6A8MMX7hs1cRIwUidsU5JUqO6Nm9S0jhNO27jRNKYCrcb3tYfn9a0S3kjtLLPWWC4VSO0skqeahemnDTqP5RWVxkwEqJRg0NMnkjiUyhTJZ52HvxI/YspLlf7srGr9yRMovZxOZW4UilcpvIj5mkepb5GbALH3nBfowtcviXDDcjyUnbG6yWmJoJh2awo2MI4n2jMpoVvd9Wddr/M3UWGgo3ri1noTwHggi1xigoJq7SQC3yOKrBZo22gqo3Tiyqvaj9IRo5GwWK0hxBMFLzH7eLbQSaOz8bJXUZOmI1zima4XM1wuTI4rXQVdoqIOMw49ob7ar2DK7ZouJUzJgsGNbAxhmUpa0dkKXS2uwLEEOnGLrjvT8EGu1Rgn2tywb4znjPIbx9SWWcDrA2FS1O8YHPsqllV/6H6sbrKehmCsO6FcnnJ3mCHOcmn1BS7aooraIpdVeJyYlyuEuxQFkMFEUcCx95wi+d5aR9GbwwOix8X9seTC3xIxcfGCwZmrkRlGFrZpPEuWDfqP3hDPp/5MoRgEmb3hCw8X/8iI4NdckWLaFZl41xOCrsqq15qERFHAcfecEcshyaFXcoAoIqNFzCwzI5cYNYiF7TBMFCAGvUfZs6Qh5kvvv7DEMwTSXz9C08mOUVFlY0jm7vRy444moiGO6KBMAUsDKmsQy7oQlv9hxlUw+P2YZoh8EzCjEyV5SOMUtPIxjksVOqIiFURDXdEJ5ohntXJBV0I6z8UQYimcPniRRDfHhKima97ocHICcgC1l+YPhkRcVQRDXfEJUNf/QcDhoWpakAMbhNS90KDqtWDgoredcSxQjTcEYcCXfUfgOEEk0gkiTgpiIY74lCirv8AHJ58nIiIw4HolkREREQcMUTDHREREXHEEA13RERExBFDNNwRERERRwzRcEdEREQcMUTDHREREXHEEA13RERExBFDNNwRERERRwzRcEdEREQcMUTDHREREXHEEA13RERExBFDNNwRERERRwzRcEdEREQcMUTDHREREXHEEA13RERExBFDNNwRERERRwzRcEdEREQcMUTDHREREXHEEA13RERExBFDNNwRERERRwzRcEdEREQcMUTDHREREXHEEA13RERExBFDNNwRERERRwzRcEdEREQcMUTDHREREXHEEA13RERExBFDNNwRERERRwzRcEdEREQcMUTDHREREXHEsHHDbYzB6173Otxwww3Y2dnBZ37mZ+KNb3wjmLk6hpnx+te/Hk972tOws7ODs2fP4mMf+1ijnccffxy33347rrjiClx55ZV46UtfiqeeemrT3Y2IiIg4cti44f7BH/xBvO1tb8NP/MRP4CMf+Qh+8Ad/EG9+85vx4z/+49Uxb37zm/GWt7wFb3/72/HQQw/h1KlTuPnmm7G/v18dc/vtt+NDH/oQ7r//frz73e/G+973Prz85S/fdHcjIiIijhyIQ1d4A/gH/+Af4MyZM/iZn/mZ6rNbb70VOzs7+A//4T+AmXHdddfh277t2/Dt3/7tAIAnn3wSZ86cwTvf+U7cdttt+MhHPoJnP/vZePjhh/H85z8fAHDffffhK7/yK/Hnf/7nuO6665b24/z58zh9+jT++k//H1xxeYwIRUREHF6c/5TFp/2/f4Ynn3wSV1xxxdLjN27RvvALvxAPPPAA/vRP/xQA8Id/+Id4//vfj6/4iq8AAHz84x/HuXPncPbs2eo7p0+fxo033ogHH3wQAPDggw/iyiuvrIw2AJw9exZKKTz00EOt551Opzh//nzjJyIiIuI4Itl0g6997Wtx/vx5PPOZz4TWGsYYvOlNb8Ltt98OADh37hwA4MyZM43vnTlzpvrbuXPncM011zQ7miS46qqrqmPmce+99+INb3jDpi8nIiIi4tBh4x73f/pP/wk/93M/h3e96134vd/7Pfzsz/4sfviHfxg/+7M/u+lTNXDPPffgySefrH4++clPbvV8EREREZcKG/e4X/3qV+O1r30tbrvtNgDAc57zHPyv//W/cO+99+KOO+7AtddeCwB49NFH8bSnPa363qOPPornPve5AIBrr70Wjz32WKPdsizx+OOPV9+fR57nyPN805cTERERceiwcY/74sWLUKrZrNYa1loAwA033IBrr70WDzzwQPX38+fP46GHHsJNN90EALjpppvwxBNP4JFHHqmO+a3f+i1Ya3HjjTduussRERERRwob97i/6qu+Cm9605vw9Kc/HX/n7/wd/P7v/z7+zb/5N/jGb/xGAAAR4VWvehW+7/u+D5/92Z+NG264Aa973etw3XXX4SUveQkA4FnPeha+/Mu/HC972cvw9re/HUVR4K677sJtt902KKMkIiIi4jhj44b7x3/8x/G6170O3/RN34THHnsM1113Hf7lv/yXeP3rX18d8x3f8R24cOECXv7yl+OJJ57Ai1/8Ytx3332YTCbVMT/3cz+Hu+66C1/6pV8KpRRuvfVWvOUtb9l0dyMiIiKOHDaex31YEPO4IyIijgoueR53RERERMR2EQ13RERExBFDNNwRERERRwzRcEdEREQcMUTDHREREXHEEA13RERExBFDNNwRERERRwzRcEdEREQcMUTDHREREXHEEA13RERExBFDNNwRERERRwzRcEdEREQcMUTDHREREXHEEA13RERExBFDNNwRERERRwzRcEdEREQcMUTDHREREXHEEA13RERExBFDNNwRERERRwzRcEdEREQcMUTDHREREXHEEA13RERExBFDNNwRERERRwzRcEdEREQcMUTDHREREXHEEA13RERExBFDNNwRERERRwzRcEdEREQcMUTDHREREXHEEA13RERExBFDNNwRERERRwzRcEdEREQcMUTDHREREXHEEA13RERExBFDNNwRERERRwzRcEdEREQcMUTDHREREXHEEA13RERExBFDNNwRERERRwzRcEdEREQcMUTDHREREXHEEA13RERExBFDNNwRERERRwzRcEdEREQcMUTDHREREXHEEA13RERExBFDNNwRERERRwzRcEdEREQcMUTDHREREXHEEA13RERExBFDNNwRERERRwzRcEdEREQcMUTDHREREXHEEA13RERExBFDNNwRERERRwzRcEdEREQcMUTDHREREXHEEA13RERExBFDNNwRERERRwzRcEdEREQcMUTDHREREXHEMNpwv+9978NXfdVX4brrrgMR4Zd/+Zcbf2dmvP71r8fTnvY07Ozs4OzZs/jYxz7WOObxxx/H7bffjiuuuAJXXnklXvrSl+Kpp55qHPM//sf/wP/3//1/mEwmuP766/HmN795/NVFREREHEOMNtwXLlzA533e5+Gtb31r69/f/OY34y1veQve/va346GHHsKpU6dw8803Y39/vzrm9ttvx4c+9CHcf//9ePe73433ve99ePnLX179/fz58/iyL/syPOMZz8AjjzyCH/qhH8L3fM/34Kd+6qdWuMSIiIiI4wViZl75y0T4pV/6JbzkJS8BIN72ddddh2/7tm/Dt3/7twMAnnzySZw5cwbvfOc7cdttt+EjH/kInv3sZ+Phhx/G85//fADAfffdh6/8yq/En//5n+O6667D2972Nvzrf/2vce7cOWRZBgB47Wtfi1/+5V/Gn/zJnwzq2/nz53H69Gn89Z/+P7ji8hgRioiIOLw4/ymLT/t//wxPPvkkrrjiiqXHb9SiffzjH8e5c+dw9uzZ6rPTp0/jxhtvxIMPPggAePDBB3HllVdWRhsAzp49C6UUHnrooeqYL/qiL6qMNgDcfPPN+OhHP4q//uu/bj33dDrF+fPnGz8RERERxxEbNdznzp0DAJw5c6bx+ZkzZ6q/nTt3Dtdcc03j70mS4Kqrrmoc09ZGeI553HvvvTh9+nT1c/31169/QRERERGHEMcmhnDPPffgySefrH4++clPXuouRURERGwFGzXc1157LQDg0UcfbXz+6KOPVn+79tpr8dhjjzX+XpYlHn/88cYxbW2E55hHnue44oorGj8RERERxxEbNdw33HADrr32WjzwwAPVZ+fPn8dDDz2Em266CQBw00034YknnsAjjzxSHfNbv/VbsNbixhtvrI553/veh6IoqmPuv/9+/O2//bfxaZ/2aZvsckRERMSRw2jD/dRTT+EP/uAP8Ad/8AcAZEPyD/7gD/CJT3wCRIRXvepV+L7v+z78yq/8Cv7oj/4IX/d1X4frrruuyjx51rOehS//8i/Hy172Mnzwgx/Eb//2b+Ouu+7Cbbfdhuuuuw4A8M//+T9HlmV46Utfig996EP4hV/4BfzYj/0Y7r777o1deERERMRRRTL2C7/7u7+LL/7iL67+743pHXfcgXe+8534ju/4Dly4cAEvf/nL8cQTT+DFL34x7rvvPkwmk+o7P/dzP4e77roLX/qlXwqlFG699Va85S1vqf5++vRp/MZv/AbuvPNOPO95z8Onf/qn4/Wvf30j1zsiIiLipGKtPO7DjJjHHRERcVRwSfO4IyIiIiK2j9GhkqMCv5A4/5S9xD2JiIiI6Ie3U0MDIMfWcP/f//t/AQDP+Lv/v0vbkYiIiIiB+NSnPoXTp08vPe7YGu6rrroKAPCJT3xi0ECcNJw/fx7XX389PvnJT8ac9xbE8elHHJ9+jB0fZsanPvWpKrNuGY6t4VZKwvenT5+OE6sHkazUjzg+/Yjj048x4zPGwYybkxERERFHDNFwR0RERBwxHFvDnec5vvu7vxt5nl/qrhxKxPHpRxyffsTx6ce2x+fYEnAiIiIijiuOrccdERERcVwRDXdERETEEUM03BERERFHDNFwR0RERBwxRMMdERERccRwbA33W9/6VnzGZ3wGJpMJbrzxRnzwgx+81F3aOu6991684AUvwOWXX45rrrkGL3nJS/DRj360ccz+/j7uvPNOXH311bjssstw6623LsjEfeITn8Att9yC3d1dXHPNNXj1q1+NsiwP8lIOBD/wAz9QiX94nPTx+Yu/+Av8i3/xL3D11VdjZ2cHz3nOc/C7v/u71d+ZGa9//evxtKc9DTs7Ozh79iw+9rGPNdp4/PHHcfvtt+OKK67AlVdeiZe+9KV46qmnDvpSNg5jDF73utfhhhtuwM7ODj7zMz8Tb3zjGxuFoQ5sfPgY4ud//uc5yzL+d//u3/GHPvQhftnLXsZXXnklP/roo5e6a1vFzTffzO94xzv4j//4j/kP/uAP+Cu/8iv56U9/Oj/11FPVMf/qX/0rvv766/mBBx7g3/3d3+UXvvCF/IVf+IXV38uy5M/5nM/hs2fP8u///u/ze97zHv70T/90vueeey7FJW0NH/zgB/kzPuMz+HM/93P5W77lW6rPT/L4PP744/yMZzyDv/7rv54feugh/rM/+zP+9V//df6f//N/Vsf8wA/8AJ8+fZp/+Zd/mf/wD/+Q/+E//Id8ww038N7eXnXMl3/5l/Pnfd7n8Qc+8AH+7//9v/NnfdZn8T/7Z//sUlzSRvGmN72Jr776an73u9/NH//4x/kXf/EX+bLLLuMf+7Efq445qPE5lob7C77gC/jOO++s/m+M4euuu47vvffeS9irg8djjz3GAPi9730vMzM/8cQTnKYp/+Iv/mJ1zEc+8hEGwA8++CAzM7/nPe9hpRSfO3euOuZtb3sbX3HFFTydTg/2AraET33qU/zZn/3ZfP/99/Pf+3t/rzLcJ318XvOa1/CLX/zizr9ba/naa6/lH/qhH6o+e+KJJzjPc/6P//E/MjPzhz/8YQbADz/8cHXMr/3arzER8V/8xV9sr/MHgFtuuYW/8Ru/sfHZV3/1V/Ptt9/OzAc7PscuVDKbzfDII4/g7Nmz1WdKKZw9exYPPvjgJezZwePJJ58EUFdKfOSRR1AURWNsnvnMZ+LpT396NTYPPvggnvOc5+DMmTPVMTfffDPOnz+PD33oQwfY++3hzjvvxC233NIYByCOz6/8yq/g+c9/Pr7ma74G11xzDT7/8z8fP/3TP139/eMf/zjOnTvXGJ/Tp0/jxhtvbIzPlVdeiec///nVMWfPnoVSCg899NDBXcwW8IVf+IV44IEH8Kd/+qcAgD/8wz/E+9//fnzFV3wFgIMdn2NXHfCv/uqvYIxpPFgAcObMGfzJn/zJJerVwcNai1e96lV40YtehM/5nM8BAJw7dw5ZluHKK69sHHvmzBmcO3euOqZt7Pzfjjp+/ud/Hr/3e7+Hhx9+eOFvJ318/uzP/gxve9vbcPfdd+M7v/M78fDDD+Obv/mbkWUZ7rjjjur62q4/HJ9rrrmm8fckSXDVVVcd+fF57Wtfi/Pnz+OZz3wmtNYwxuBNb3oTbr/9dgA40PE5doY7QnDnnXfij//4j/H+97///9/e3YQks4VxAP9Dk5aEGRhOHxgGQZ8LU4qhpRC0inZFhLSJCsEiiiBa9rGuTbSpRUa0KKIWgWgFLTISJCOwNmELSSjEwKBinrt4ad53bnE3l/Qde34wIHMOcs4f51mMDzO5Xspf4/7+Hl6vF36/X/XyavaLLMtwOp2Yn58HANjtdlxdXWFlZQVutzvHq8u97e1t+Hw+bG5uoqmpCZFIBGNjY6isrMx6Pnl3q8RsNqOgoOBTJ8DDwwNEUczRqrLL4/Hg4OAAR0dHqK6uVs6LoojX11ekUinV/D+zEUXxy+w+xrQsHA4jmUyitbUVgiBAEAScnJxgaWkJgiDAYrH86HwqKirQ2NioOtfQ0IB4PA7g9/7+69oSRRHJZFI1/v7+jqenJ83nMzk5ienpafT29qKlpQUDAwMYHx/HwsICgOzmk3eFW6fTweFwIBAIKOdkWUYgEIAkSTlc2fcjIng8Huzu7iIYDMJms6nGHQ4HCgsLVdnEYjHE43ElG0mSEI1GVT8uv98Po9H46aLWGpfLhWg0ikgkohxOpxP9/f3K55+cT0dHx6f20ZubG9TU1AAAbDYbRFFU5ZNOpxEKhVT5pFIphMNhZU4wGIQsy2hvb8/CLr5PJpNRXtDyoaCgALL8632RWc3nf/zJ+tfa2toivV5P6+vrdH19TUNDQ2QymVSdAPloZGSESktL6fj4mBKJhHJkMhllzvDwMFmtVgoGg3RxcUGSJJEkScr4R7tbZ2cnRSIROjw8pPLy8rxod/vKn10lRD87n/PzcxIEgebm5uj29pZ8Ph8ZDAba2NhQ5iwuLpLJZKK9vT26vLyk7u7uL9vd7HY7hUIhOj09pbq6urxoB3S73VRVVaW0A+7s7JDZbKapqSllTrbyycvCTUS0vLxMVquVdDodtbW10dnZWa6X9O0AfHmsra0pc15eXmh0dJTKysrIYDBQT08PJRIJ1ffc3d1RV1cXFRcXk9lspomJCXp7e8vybrLj34X7p+ezv79Pzc3NpNfrqb6+nlZXV1XjsizT7OwsWSwW0uv15HK5KBaLqeY8Pj5SX18flZSUkNFopMHBQXp+fs7mNr5FOp0mr9dLVquVioqKqLa2lmZmZlRtoNnKh5/HzRhjGpN397gZYyzfceFmjDGN4cLNGGMaw4WbMcY0hgs3Y4xpDBduxhjTGC7cjDGmMVy4GWNMY7hwM8aYxnDhZowxjeHCzRhjGvMPXH5BM/ljjdUAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# e.g. Italy\n", "arr, bbox = manager.preview(get_roads_dist_meters, bounds=(10, 35, 20, 45))\n", "show(arr)\n", "\n", "# e.g. Lagos\n", "arr, bbox = manager.preview(get_roads_dist_meters, bounds=(3, 6, 4, 7))\n", "show(arr)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Executing analysis in chunks\n", "\n", "If we're satisfied with our analysis, the next step is to set up the full run.\n", "\n", "We'll use the `cog_worker.Manager` to chunk our analysis into chunks of 4096x4096 px.\n", "\n", "When dividing the analysis into chunks, we need to account for roads that might be outside the tile.\n", "We can do this by setting the `buffer` relative to the scale of our analysis, and the maximum distance that we care about.\n", "The worker will read `buffer` extra pixels outside of its bounds, make them available for computation, \n", "and then discard them before saving the results." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "max_dist = 10000 # meters\n", "scale = 1000 # meters\n", "buffer = int(max_dist / scale) # pixels\n", "\n", "manager = Manager(\n", " bounds = (-180, -90, 180, 90),\n", " proj = \"+proj=moll\",\n", " scale = scale,\n", " buffer = buffer\n", ")" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAioAAAEaCAYAAAA/onyDAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8pXeV/AAAACXBIWXMAAA9hAAAPYQGoP6dpAAAyi0lEQVR4nO3deXhU9b0/8PdsZzJLMiF7kAABlViUVYmhaG1BwPpovVKvV60FS1Er6lNiq3Kr4tJeEOpyrw9q762Cz0+ty3Ot2uXSAgpeSkBFI4KQkggJkH2SzMlsZ7bv7w9upgzZJsmcmTPh/XqeeWDO+Z4zn8+s75w554xOCCFAREREpEH6VBdARERE1B8GFSIiItIsBhUiIiLSLAYVIiIi0iwGFSIiItIsBhUiIiLSLAYVIiIi0iwGFSIiItIsY6oLGKlIJILGxkZkZmZCp9OluhwiIiKKgxAC3d3dGDt2LPT6/rebpH1QaWxsRElJSarLICIiomE4fvw4xo0b1+/8tA8qmZmZAE41mpWVleJqiIiIKB6yLKOkpCT6Od6ftA8qPV/3ZGVlMagQERGlmcF22+DOtERERKRZDCpERESkWQwqREREpFkMKkRERKRZDCpERESkWQwqREREpFkMKkRERKRZaX8elXTgdDoRCARSXQYNoqOjA8FgMNVlpBWTyYScnJxUl5F0fK6MDqP5+StJEnJzc1NdRkIwqKjM6XTil+ufhuzjm5qW+X0+7N//BUI6viSGwmTQY9qFU2E2m1NdStLwuTJ6jObnb5bFhIfurxwVYYWvNJUFAgHIviByps6D3TE6k/to0N3ZjprmbuSVzYXZ7kh1OWkhoPjhd57E2DmzYbPZUl1O0vC5MjqM5uev29WBjoO7Rs2WfAaVJLE7cpCVW5DqMmgApowMZOYXw+LIS3UpaUHxeiAUNzJz8mC3D/xbHaMNnyvpb7Q/fztSXUACcWdaIiIi0iwGFSIiItIsBhUiIiLSLO6jEoeRHF7c0tICn88Hj8cDvbk7wZVRong8HoSCQQQDARgCyrDWodPpYTKZElwZEdHZjUFlECM9vNjrcaP64GEc0xfzCAENU9wuNLW2wXuyCSaXf1jrMOh1mFAyjmGFiCiBVA0qEydORH19fa/pd911FzZu3IgrrrgCO3fujJl3xx134MUXX1SzrCEZ6eHF3Z3tONLqRdbYycjISv/j2Ucrv+yEqe4QpMwcSJlDf5zDoRBCXheEiKhQHRHR2UvVoPLJJ58gHA5Hrx84cABXXnklbrjhhui0FStW4PHHH49et1qtapY0bCM5vNiUkQHJYoXZOrqO1R9NIkEfDEYjjEYjjMPcIhJKcE1ERKRyUMnPz4+5vm7dOkyePBnf+ta3otOsViuKiorULIOIiEZIcbsQCY+eM2wHfF4obhe6O9oRUXypLiehujvb4fW40dLSMqTltHra/aTtoxIIBPDqq6+isrISOp0uOv21117Dq6++iqKiIlxzzTV4+OGHB9yqoigKFOUfOzvKsqxq3UREZzvF7cLh7W8hFBGpLiVhwqEQgl4XPmypG/ZWVK0K+v3wtDVg/caXYLFY4l5Oq6fdT1pQeffdd9HV1YVly5ZFp918882YMGECxo4di/379+OBBx5ATU0N3nnnnX7Xs3btWjz22GNJqJiIiAAgEg4iFBGwT5kLk210HBQQCoUQ6O5A3jnFMElSqstJqIDPC6mxDuOG8PMAWj7tftKCyksvvYSrrroKY8eOjU67/fbbo/+/6KKLUFxcjPnz56Ourg6TJ0/ucz2rV69GZWVl9LosyygpKVGvcCIiAgCYbA5Io+SgAH0wCCEEMhy5kKTR9aOEepMHitw+5J8H0Opp95MSVOrr67Ft27YBt5QAQHl5OQCgtra236BiNptH5S9dEhERUW9JOTPtpk2bUFBQgKuvvnrAcdXV1QCA4uLiJFRFREREWqf6FpVIJIJNmzZh6dKlMBr/cXN1dXV4/fXX8d3vfhe5ubnYv38/Vq1ahcsvvxzTpk1TuywiIiJKA6oHlW3btqGhoQE/+tGPYqZLkoRt27bh2WefhcfjQUlJCZYsWYKHHnpI7ZKIiIgoTageVBYuXAgheh/SVlJS0uustERERESn468nExERkWYxqBAREZFm8deT46AoCjweD/Tm7iEv6/F4EAoGEQwEYAgogy8wSuh0ev6KMBERjRiDyiA6Ojqw/8BBfI1CmO1DPyOj4nahqbUN3pNNMLn8KlSoTQa9DhNKxjGsEBHRiDCoDCIYDCIYjiAj9xxk5Z8z5OX9shOmukOQMnMgZeaoUKH2hEMhhLwuCBFJdSlERJTmGFTiJJkzYLbG95sJp4sEfTAYjTAajaPuh68GEkp1AURENCpwZ1oiIiLSLG5RISIi6oPidiESDqa6jCEL+LxQ3C50d7QjovjiWqa7sx1ejxstLS0x0yVJQm5uan+IkkGFiIjoDIrbhcPb30Io0vuEpVoXDoUQ9LrwYUtd3LscBP1+eNoasH7jS7BYLNHpWRYTHrq/MqVhhUGFiIjoDJFwEKGIgH3KXJhsQz/iM5VCoRAC3R3IO6cYJkmKa5mAzwupsQ7j5syGzXZqf0y3qwMdB3chEAioWe6gGFSIiIj6YbI5IGWl9quPodIHgxBCIMORC0kyx7eMyQNFbkdmTh7s9szo9A61ihwC7kxLREREmsWgQkRERJrFoEJERESaxaBCREREmsWgQkRERJrFoEJERESaxaBCREREmsWgQkRERJrFoEJERESaxaBCREREmqVqUHn00Ueh0+liLmVlZdH5fr8fK1euRG5uLux2O5YsWdLrlxuJiIjo7KX6FpWpU6eiqakpetm1a1d03qpVq/CHP/wBb7/9Nnbu3InGxkZcf/31apdEREREaUL1HyU0Go0oKirqNd3lcuGll17C66+/ju985zsAgE2bNuGCCy7Anj17cOmll6pdGhEREWmc6ltUjhw5grFjx2LSpEm45ZZb0NDQAADYt28fgsEgFixYEB1bVlaG8ePHo6qqqt/1KYoCWZZjLkRERDQ6qRpUysvLsXnzZmzZsgUvvPACjh49issuuwzd3d1obm6GJEnIzs6OWaawsBDNzc39rnPt2rVwOBzRS0lJiZotEBERUQqp+tXPVVddFf3/tGnTUF5ejgkTJuCtt96CxWIZ1jpXr16NysrK6HVZllUNK11dXQiFwggEgwgElCEvHwwEEIlEVKiMiIho9FN9H5XTZWdn4/zzz0dtbS2uvPJKBAIBdHV1xWxVaWlp6XOflh5msxlmszkJ1QJOpxO/3fwqOrq6oG9uQYeiG/I6gu5OeDweZDOsEBERDVlSg4rb7UZdXR1uvfVWzJ49GyaTCdu3b8eSJUsAADU1NWhoaEBFRUUyy+pXIBCAWwlCL1lgtmXDnJU75HWIcBgRAQAi4fURERGNdqoGlZ/97Ge45pprMGHCBDQ2NmLNmjUwGAy46aab4HA4sHz5clRWViInJwdZWVm45557UFFRobkjfvQ6PfRGE4wm09CXNSY1CxIREY0qqn6KnjhxAjfddBOcTify8/Mxb9487NmzB/n5+QCAZ555Bnq9HkuWLIGiKFi0aBGef/55NUsiIiKiNKJqUHnjjTcGnJ+RkYGNGzdi48aNapZBREREaYq/9UNERESaxR0oiIiICADg7e5CRPEBALo72+H1uNHR0YHi4uKU1cSgQkRERAj63Pjo/d8hojsVDYJ+PzxtDfiPF/4L//bYw8jNHfqRr4nAoDKIgKIgHArC03Ycwf9LmUOhyE6E/B64murhk7sSX2C8dDrodUM/D8xwhMMhhDwymoLdMJkS/xTT6XQwGAwJXafi7oLf7YLcXA+j3Dnk5UfSsxr9JENQ8cPb3IC6gxmw/t8JHPUGPTLMGSmuLHF8bhnhcChmmkfugtzeAt3RwzDbMlNU2dAFfW5EwuFhLRvwyPA4m6GrPwSjxZ7gyoYn7PdARIbXDwCEw2GEA16YOo/B1MfRmcnueaT9xKxrkN76ElD88LYcQ9jdjqzSGTBm2ABFgS4MtLvcCAQCCaltOBhUBuB2u1F/7Ci8HU3wffD/hrWOSDiIkN8Hb1MtkhMT+qfX66FLQlgRIoJIKIRGk6Raz2ZJgk6fuLVHwiEoXjc6j301rOVH2nOi+0mGSDiEgNeDY3sd6Hla6XU6jMnOhsGQ/ru/hYNBOJ1tgDH2BJMiEoHi98FcX5c2j1nP81tnGt4ZwYWIIBwMwtX4dVLeQwatJxxGKOCDXhpeP6drMxj6fM0ms+dE9nO6/nrrvxABiDDMJ+qjz229TgdzRxYUZehnZk8UBpUB2O12zLzkUsxYPBFGkzSsdXi7XajesxO2CdNhtNgSXGF8wsEgAnI7ppadB0uG+n/tertd+HJfFbLOnQOjNbF/cYYDASiuVsy48ILoX/GJ4vd09/rrOV7D7VnNftTmkTvxWdVOOMrmwWTLQiigQOlsxiUzp8Fmtaa6vBFzdzmxe9ufYC+bC8nmiE4PBRR4WuoxfeoUWCzp0afH1YFPP9oK+5S5kGxZQ14+qCjwttXjG+dNhsWS+i1mXrkT1bt3wD6lAiarY/AF+qHX9781M5k9J6qf0w3UW3/CwSD87cdjnttBnxvKsc+Sdkb4vjCoDMJsNmP8tEuQlVswrOVlZytOHG9A/szLYHHkJbi6+CheD1wnanDRpZfCbld/U3W05ykzEt5zTy+Tp85ISi/xGm7PWu0nHrKzFX//6kvkjCuFxZF3qheEUDRufNr10hfZZoPFnomc4vExj6ni9cAQ9qP0vLK06VN2tqLmi0+QX1I6rNek4vXApQ/hG9O08TyVna2orzmA/NLzVXtfTWbPyegnHqdew4GY57bsbEXDiS9TVhPAw5OJiIhIwxhUiIiISLMYVIiIiEizGFSIiIhIsxhUiIiISLMYVIiIiEizGFSIiIhIsxhUiIiISLMYVIiIiEizGFSIiIhIsxhUiIiISLMYVIiIiEizGFSIiIhIs1QNKmvXrsUll1yCzMxMFBQU4LrrrkNNTU3MmCuuuAI6nS7mcuedd6pZFhEREaUJVYPKzp07sXLlSuzZswdbt25FMBjEwoUL4fF4YsatWLECTU1N0cv69evVLIuIiIjShFHNlW/ZsiXm+ubNm1FQUIB9+/bh8ssvj063Wq0oKipSsxQiIiJKQ0ndR8XlcgEAcnJyYqa/9tpryMvLw4UXXojVq1fD6/X2uw5FUSDLcsyFiIiIRidVt6icLhKJ4Kc//Sm++c1v4sILL4xOv/nmmzFhwgSMHTsW+/fvxwMPPICamhq88847fa5n7dq1eOyxx5JVNhEREaVQ0oLKypUrceDAAezatStm+u233x79/0UXXYTi4mLMnz8fdXV1mDx5cq/1rF69GpWVldHrsiyjpKREvcKJiIgoZZISVO6++2788Y9/xEcffYRx48YNOLa8vBwAUFtb22dQMZvNMJvNqtRJRERE2qJqUBFC4J577sHvf/977NixA6WlpYMuU11dDQAoLi5WszQiIiJKA6oGlZUrV+L111/He++9h8zMTDQ3NwMAHA4HLBYL6urq8Prrr+O73/0ucnNzsX//fqxatQqXX345pk2bpmZpRERElAZUDSovvPACgFMndTvdpk2bsGzZMkiShG3btuHZZ5+Fx+NBSUkJlixZgoceekjNsoiIiChNqP7Vz0BKSkqwc+dONUsgIiKiNMbf+iEiIiLNYlAhIiIizWJQISIiIs1iUCEiIiLNYlAhIiIizWJQISIiIs1iUCEiIiLNYlAhIiIizWJQISIiIs1iUCEiIiLNYlAhIiIizWJQISIiIs1iUCEiIiLNYlAhIiIizWJQISIiIs0yproArfP7fGhuqEV3Z/uwlne7OuCVu9Bx4ihMnc6E1RX0uREJh+IaG1IUBLvb0fT1GFit1oTV0J+R9jxQbyFFQUBuw7FDFowZkzPSUhMm3p7P7C3Zj00indmzt6sdga6WtOylL25XB+T2FoRrqiHZs2EymQAAit+PgKs5rfo8vRejNTNmnl5viPbWH6313N7YAFdbU5/9nC6e3vqTzJ7j7ed0I+mtP3313N3lhN/nS+jtDJVOCCFSWsEIybIMh8MBl8uFrKyshK77yJEj+Jdlt8Mb1g17HeFgEE5nG2A0J6yuSDgExeuGzmSJexkdgKLCAphM6mfTkfQcb2+WDDNyxoyBwaCNjYLx9Nxfb8l8bBLp9J57etObLGnZS18CPi+aGk9AZ7YDEDBLZuj0p94L9DodcsaMgV4//PeGZIrt5UyxvfVHKz2Hg0G0t7ZAiQhAZxhkdHy99ScZPQ+tn9ONrLf+9NWz1SDw369twsSJExN6W/F+fqf/u4mK7HY7LrhwGhxlFbBljRn2enxuGeFQMGF1eeROfLrrQ9inVECyOQYdHwwoCLlaUT57BmxJ+mtouD3H01skFETQ1YpLZk5LWj/xGKznvnpLxWOTSD09e+RO7NnxV2QUnYt58+alZS9ncnc58dGWd2GeOAtC8WDGhWWwWE71ZTIZIZmkFFcYv55ebOeVx7yuggEFgc7mmN76o5We3V1O7N72J1gmXwKjpa/gdcpQeutPMnqOt5/TJaK3/pzZs0fuhPvIXpjNiftje6gYVAZhNptRUDwOWbkFqS4lSna24u9ffYn8iefD4sgbdLzi9cB1AigaNx52e3ybFVMlnt5O9RNJi35O11dv6fTYDER2tuLgZ59Ays5N+156yDYbMrNz4BhXCkVuR+l5ZWnbV08vZ76uFK8HLiPSqjfZZoPFnon88ZMHfP9Ll97i7ed0yexNdtrgP/qZqrcxGG1sNyciIiLqgyaCysaNGzFx4kRkZGSgvLwcH3/8capLIiIiIg1IeVB58803UVlZiTVr1uCzzz7D9OnTsWjRIrS2tqa6NCIiIkqxlAeVp59+GitWrMBtt92Gb3zjG3jxxRdhtVrx8ssvp7o0IiIiSrGUBpVAIIB9+/ZhwYIF0Wl6vR4LFixAVVVVn8soigJZlmMuRERENDqlNKi0t7cjHA6jsLAwZnphYSGam5v7XGbt2rVwOBzRS0lJSTJKJSIiohRI+Vc/Q7V69Wq4XK7o5fjx46kuiYiIiFSS0vOo5OXlwWAwoKWlJWZ6S0sLioqK+lzGbDan9MQzRERElDwp3aIiSRJmz56N7du3R6dFIhFs374dFRUVKayMiIiItCDlZ6atrKzE0qVLcfHFF2POnDl49tln4fF4cNttt6W6NCIiIkqxlAeVG2+8EW1tbXjkkUfQ3NyMGTNmYMuWLb12sCUiIqKzT8qDCgDcfffduPvuu1NdBhEREWlM2h31Q0RERGcPBhUiIiLSLAYVIiIi0iwGFSIiItIsBhUiIiLSLAYVIiIi0iwGFSIiItIsBhUiIiLSLAYVIiIi0iwGFSIiItIsBhUiIiLSLAYVIiIi0iwGFSIiItIsBhUiIiLSLAYVIiIi0iwGFSIiItIsBhUiIiLSLAYVIiIi0iwGFSIiItIsBhUiIiLSLAYVIiIi0ixVgsqxY8ewfPlylJaWwmKxYPLkyVizZg0CgUDMGJ1O1+uyZ88eNUoiIiKiNGRUY6WHDx9GJBLBb37zG5x77rk4cOAAVqxYAY/Hg1//+tcxY7dt24apU6dGr+fm5qpREhEREaUhVYLK4sWLsXjx4uj1SZMmoaamBi+88EKvoJKbm4uioiI1yiAiIqI0l7R9VFwuF3JycnpNv/baa1FQUIB58+bh/fffH3Q9iqJAluWYCxEREY1OSQkqtbW1eO6553DHHXdEp9ntdjz11FN4++238ac//Qnz5s3DddddN2hYWbt2LRwOR/RSUlKidvlERESUIkP66ufBBx/Ek08+OeCYQ4cOoaysLHr95MmTWLx4MW644QasWLEiOj0vLw+VlZXR65dccgkaGxuxYcMGXHvttf2uf/Xq1THLybKsWljp6OhAp7MdwQOfwmrPimsZv8eNcDikSj09vG4ZzpP1CFo+hmS1Dzo+oPgRlNtQawcsFouqtY2UR+6C3N4C3dHDMNsye80P+tzwez1p08/p+upN8fsRcDWj6esxsFqtKa7wFJ9bHvJz2CN3Qe5ohcWchaavazTTy0i4XR3wyl2INNUjKDtRdzAD1gQ93/QGPTLMGQlZVzx6euk4cRSmTmd0elDxw9vckNDe1OaROyF3tCNy7O+QbC39jgsG/Ai0Hdd8b/H2c7qg4oe35SgO7hPIyFCvN4Neh6DfC5+rS7XbiIdOCCHiHdzW1gan0zngmEmTJkGSJABAY2MjrrjiClx66aXYvHkz9PqBN+Bs3LgRv/zlL9HU1BRvSZBlGQ6HAy6XC1lZ8YWJeDidTvzsXx/Bnz/YhVCc91AkHILidUNnUvdFIYRAJByG3mCATqeLezmz2YwhDE8JEYlA8ftgzrBCp48t9sz7Nx36OV1/vel1OuSMGQO9PvXNhINBOJ1tgNE8pOV6esuw2pCXk6OJXkaq576I6AwIeD0w2x0Je77pdTqMyc6GwZCcb9/7e1wj4VDCe1NbvO+zIhwGIgFk2LM13dtwPjdEOIxQwAejxQYd1G3OLEmQhIL/eecNzJw5M6Hrjvfze0hbVPLz85Gfnx/X2JMnT+Lb3/42Zs+ejU2bNg0aUgCguroaxcXFQylJNYFAAEpEj3PmLIb9nPNhlAZ/41a6u1D/2Q7Yzq+A0Zq40HSmSCSMkEdGXm4OTKb4HkK9Tg99kt4URyIUUOBpqcf0qVNgscT+Ve5xdeDTj7bCPmUuMuzZadHP6frrzWQyQjJJKazsH9xdTuze9ifYy+ZCsjniXq6nt9nTpyLbka1egUnmc8uQO1rxWdVOOMrmwWQb+es6FFCgdDbjkpnTYEviliefW0Y4FIyZ5pE7E9pbsgR9bkQG2OoXDgTgbv4ake425F74Lc33Nlg/Zwp4XGg8tA+ZU+bCaO295TkRwuEIwn43siQd3F9sGdIfxYmmylE/J0+exBVXXIEJEybg17/+Ndra2qLzeo7weeWVVyBJUjShvfPOO3j55Zfx29/+Vo2Shi3D7kBO8QSYrbZBx/pc7WipyURWYQmkLPUOsw4Fg1BkJ4rGnwMpjgCVThSvB4awH6XnlcFuj30Bys5W1HzxCfJLSmFx5KWowuEbqDetkG02WOyZyCkeP6T7uKe3ktJzNdvbcMnOVvz9qy+RMy4xzzvF64ELIRSNG5/y+yrRvWmF4vWgFSEEdcFR1xtw6rOmq/EYssZOUu2zpudzxmEW8MaxoUFNqgSVrVu3ora2FrW1tRg3blzMvNO/aXriiSdQX18Po9GIsrIyvPnmm/j+97+vRklERESUhlQJKsuWLcOyZcsGHLN06VIsXbpUjZsnIiKiUSK9vuQnIiKiswqDChEREWkWgwoRERFpFoMKERERaRaDChEREWkWgwoRERFpFoMKERERaRaDChEREWkWgwoRERFpFoMKERERaRaDChEREWkWgwoRERFpFoMKERERaRaDChEREWkWgwoRERFpljHVBRAREdHQBT0u1dYdCoUQdHdCCURUu414MagQERGlEb3BBKNeB3fNbtVuIxwKIeh1weTIhFGEYLPZVLutwTCoEBERpRGz3YGy+f+MSDio2m0EfF7IjXWYcf5EuI98DLvdrtptDYZBhYiIKM2Y7Q5V1683eaDI7bBn50KRJFVva9BaUnrrRERERANQLahMnDgROp0u5rJu3bqYMfv378dll12GjIwMlJSUYP369WqVQ0RERGlI1a9+Hn/8caxYsSJ6PTMzM/p/WZaxcOFCLFiwAC+++CK+/PJL/OhHP0J2djZuv/12NcsasoDii2+cz4twKIRQKAR9UL3vDsMqrpuIiEhLVA0qmZmZKCoq6nPea6+9hkAggJdffhmSJGHq1Kmorq7G008/rZmgotfrYTYa4GtrQDxRRXG7EPS6EOjugBBC1doMeh0MBoOqt0FERJRqqgaVdevW4YknnsD48eNx8803Y9WqVTAaT91kVVUVLr/8ckin7aSzaNEiPPnkk+js7MSYMWP6XKeiKFAUJXpdlmXV6jebzSifNQs2R05c47s72vFhSx3yzilGhiNXtboAwGAwwGDgvtBERDS6qfZJd++992LWrFnIycnB7t27sXr1ajQ1NeHpp58GADQ3N6O0tDRmmcLCwui8/oLK2rVr8dhjj6lVdi+WDAvs9szBBwKIKD4YTSaYJAmSZFa5MiIiotFvSDvTPvjgg712kD3zcvjwYQBAZWUlrrjiCkybNg133nknnnrqKTz33HMxW0OGY/Xq1XC5XNHL8ePHR7Q+IiIi0q4hbVG57777sGzZsgHHTJo0qc/p5eXlCIVCOHbsGKZMmYKioiK0tLTEjOm53t9+LcCpr2PMZm6tICIiOhsMKajk5+cjPz9/WDdUXV0NvV6PgoICAEBFRQV+8YtfIBgMwmQyAQC2bt2KKVOm9Pu1DxEREZ1dVDmPSlVVFZ599ll88cUX+Prrr/Haa69h1apV+MEPfhANITfffDMkScLy5ctx8OBBvPnmm/j3f/93VFZWqlESERERpSFVdqY1m81444038Oijj0JRFJSWlmLVqlUxIcThcOCvf/0rVq5cidmzZyMvLw+PPPKIZg5NJiIiotRTJajMmjULe/bsGXTctGnT8L//+79qlEBERESjAH/rh4iIiDSLQYWIiIg0i0GFiIiINItBhYiIiDSLQYWIiIg0i0GFiIiINItBhYiIiDSLQYWIiIg0i0GFiIiINEuVM9MSERFpgdLdleoS0lLA54XidqG7sz3VpTCoEBHR6KM3GCAZdZAP/y3VpaSloN8PT1sDXJGpKMzJgt1uT1ktDCoD8Pt8aG6oRXdnO3xuGeFwaMDxHc0n4TxZj6DlY0jW1D2oiRT0eyDC4eTdXkBBsNuJ/cKFjIyMmHlet5zW929A8SMot6HWDlgsllSX0yeP3AW5vQW6o4dhtmXGvZzi9yPgakbT12NgtVpVrDD53K4OeOUudJw4ClOnc8TrCyp+eJsbUHcwA9YUPw88cifkjnZEjv0dkq0lpbUkUlDxw+tsxeTx58FkUvdjzqDTQTKbVb0NNen1epj7qN/j6oSnQY/7Vy7H5MmTkZkZ//tBojGo9MPtduPwVwfg/fIgwsEgnM42wNj/kzESDsHvcUPoTdDXfw2dTpfEatUhwmGEAj7opeS/mR7bX4Uz70EhBCLhcNrfv8er/xdaLV9EIlD8Ppjr66DTD61IvU6H7pq90A9xOa2Lvv7rDiVkfZFwCAGvB8f2OlL+PIiEQ1C8buhqDqS2kATree+qtdig6/VOknhmSRry60Ur9DodxmRnw2Dovcuq1SCQnZ2d0pACMKj0y26344ILp8FRVgERiWD3tj/BXjYXks3R53iluwvHPt0OadyFKBo3QfUUnwwBdxeOV38E6/kVMFqzkna7Ouj6DCKRSBghj4y83Jy0vX/1Oj30fbwhaEUooMDTUo/pU6fAYhnalhGTyQjJJKlUWWr53DLCoWBC1uWRO/FZ1U44yubBZEve66o/QZ8bkUG2FqebgMeFxkP7kDllLoxW9T5kw+EIwn43igryYTSm33tSKKBA6WzGJTOnwXbGllCP3An3kb19bm1JtvS7Z5PIbDbDarVCRCIwGk2wZ+chIyu3z7F+kwlGKQPWnEIUTTwXkpT6B3ekfK52tNd+geyiCZD66TuZQsEgFNmJovHnjIr7V4sUrweGsB+l55XBbk/tX1Gjlexsxd+/+hI540phceSlupxRyedqR1fjMWSNnaTqe1fPe1Jemr4nKV4PXAihaNz4Xq932WmD/+hnKaosFoNKPyRJQpbFhI6Du+D1uOFpa4DUWAdF7nsPaMXtQljxwKDXwWAwJLlaIiKi0YlBpR+5ubl46P5KBAIBtLS0YP3GlzBuzmxk5vT9F1B3Rzs+bKlDwbixMBh4txIRESUCP1EHkJv7j02GFosFNput383hEcUHo8nEkEJERJRA2t2rj4iIiM56DCpERESkWaoElR07dkCn0/V5+eSTTwAAx44d63P+nj171CiJiIiI0pAqO1TMnTsXTU1NMdMefvhhbN++HRdffHHM9G3btmHq1KnR66fvF0JERERnN1WCiiRJKCoqil4PBoN47733cM899/Q6kVdubm7MWCIiIqIeSdlH5f3334fT6cRtt93Wa961116LgoICzJs3D++//34yyiEiIqI0kZRjaV966SUsWrQI48aNi06z2+146qmn8M1vfhN6vR7//d//jeuuuw7vvvsurr322n7XpSgKFEWJXpdlWdXaiYiIKHWGtEXlwQcf7Hcn2Z7L4cOHY5Y5ceIE/vKXv2D58uUx0/Py8lBZWYny8nJccsklWLduHX7wgx9gw4YNA9awdu1aOByO6KWkpGQoLRAREVEaGdIWlfvuuw/Lli0bcMykSZNirm/atAm5ubkDbiXpUV5ejq1btw44ZvXq1aisrIxel2WZYYWIiGiUGlJQyc/PR35+ftzjhRDYtGkTfvjDH8JkMg06vrq6GsXFxQOOMZvNmvg1RyIi0ragx6Xq+kOhEILuTvhdGQhL6ffL4QGfF4rbhe6OdkQUX8w8uaMtRVX1puo+Kh988AGOHj2KH//4x73mvfLKK5AkCTNnzgQAvPPOO3j55Zfx29/+Vs2SiIholNMbTDDqdXDX7Fb1dsKhEIJeF9qb8mGM449xrQn6/fC0NeBEpAkWi6XX/CyLCXa7PQWVxVI1qLz00kuYO3cuysrK+pz/xBNPoL6+HkajEWVlZXjzzTfx/e9/X82SRsTt6uh3XndnO4J+PwI+L/QmTxKrUk/A50U4FEIoFII+GEx1OQhroAYi0j6z3YGy+f+MSFjd94yAzwu5sQ7z5syGzWZT9bbU0N3ZjpOf/hX3r1yOwsLCXvPtdjsyM/v+fbtkUjWovP766/3OW7p0KZYuXarmzSeMJEnIspjQcXAX+osqXo8bnrYGSI11UOT2pNanFsXtQtDrQqC7A0KIVJcDADDodTAYDKkug4g0zmx3qH4bepMHityOzJy8fn+wVuusNjsKCwsH3e0ilfhTv3HIzc3FQ/dXIhAI9DumpaUF6ze+hHFzZiMzJy+J1amnu6MdH7bUIe+cYmQ4tHHGYIPBwF+oJiI6i/AdP07xnNrfYrHAZrOlbbI+U0TxwWgywSRJkCTuwExERMnHX08mIiIizWJQISIiIs1iUCEiIiLNYlAhIiIizeLOtEREKaB0d6W6BBqhgc7smg60dPbZgTCoEBElkcFkgtmoh3z4b6kuhUZosDO7pgOtnH12IAwqCTbQ2WvTTc/ZdrvbmhDweVNdDiWB4vOl9V+I6aL8O1cjHOKZltNdd5cTcu2+fs/smg60cvbZgTCoJEg8Z69NN36fD0rr1/C0NaS6FEoik0GPFkMbjMb0++0SomQryhuDyZMna/7DPp3phFbOjT5MsizD4XDA5XIhKysrpbU4nc4Bz16bjjo6OhDkb+ycVU6dtFDbm4KJtCIdtkhoVbyf39yikkDxnL023Wj59x+IiGj04+HJREREpFkMKkRERKRZDCpERESkWQwqREREpFkMKkRERKRZDCpERESkWQwqREREpFlpfx6VnvPVybKc4kqIiIgoXj2f24Oddzbtg0p3dzcAoKSkJMWVEBER0VB1d3fD4XD0Oz/tT6EfiUTQ2NiIzMxM6HS6VJejOlmWUVJSguPHj6f8JwOS7Wzt/WztG2Dv7J29j2ZCCHR3d2Ps2LHQ6/vfEyXtt6jo9XqMGzcu1WUkXVZW1qh/EvfnbO39bO0bYO/s/exztvQ+0JaUHtyZloiIiDSLQYWIiIg0i0ElzZjNZqxZswZmsznVpSTd2dr72do3wN7ZO3unUbAzLREREY1e3KJCREREmsWgQkRERJrFoEJERESaxaBCREREmsWgolG/+tWvMHfuXFitVmRnZ/c5RqfT9bq88cYbMWN27NiBWbNmwWw249xzz8XmzZvVL36E4um9oaEBV199NaxWKwoKCvDzn/8coVAoZkw69n6miRMn9nqM161bFzNm//79uOyyy5CRkYGSkhKsX78+RdUm3saNGzFx4kRkZGSgvLwcH3/8capLSqhHH3201+NbVlYWne/3+7Fy5Urk5ubCbrdjyZIlaGlpSWHFw/fRRx/hmmuuwdixY6HT6fDuu+/GzBdC4JFHHkFxcTEsFgsWLFiAI0eOxIzp6OjALbfcgqysLGRnZ2P58uVwu91J7GJ4But92bJlvZ4HixcvjhmTrr0nAoOKRgUCAdxwww34yU9+MuC4TZs2oampKXq57rrrovOOHj2Kq6++Gt/+9rdRXV2Nn/70p/jxj3+Mv/zlLypXPzKD9R4Oh3H11VcjEAhg9+7deOWVV7B582Y88sgj0THp2ntfHn/88ZjH+J577onOk2UZCxcuxIQJE7Bv3z5s2LABjz76KP7zP/8zhRUnxptvvonKykqsWbMGn332GaZPn45FixahtbU11aUl1NSpU2Me3127dkXnrVq1Cn/4wx/w9ttvY+fOnWhsbMT111+fwmqHz+PxYPr06di4cWOf89evX4//+I//wIsvvoi9e/fCZrNh0aJF8Pv90TG33HILDh48iK1bt+KPf/wjPvroI9x+++3JamHYBusdABYvXhzzPPjd734XMz9de08IQZq2adMm4XA4+pwHQPz+97/vd9n7779fTJ06NWbajTfeKBYtWpTACtXTX+9//vOfhV6vF83NzdFpL7zwgsjKyhKKoggh0r/3HhMmTBDPPPNMv/Off/55MWbMmGjfQgjxwAMPiClTpiShOnXNmTNHrFy5Mno9HA6LsWPHirVr16awqsRas2aNmD59ep/zurq6hMlkEm+//XZ02qFDhwQAUVVVlaQK1XHme1ckEhFFRUViw4YN0WldXV3CbDaL3/3ud0IIIb766isBQHzyySfRMf/zP/8jdDqdOHnyZNJqH6m+3reXLl0qvve97/W7zGjpfbi4RSXNrVy5Enl5eZgzZw5efvnlmJ/LrqqqwoIFC2LGL1q0CFVVVckuM6Gqqqpw0UUXobCwMDpt0aJFkGUZBw8ejI4ZLb2vW7cOubm5mDlzJjZs2BDzFVdVVRUuv/xySJIUnbZo0SLU1NSgs7MzFeUmRCAQwL59+2IeQ71ejwULFqTlYziQI0eOYOzYsZg0aRJuueUWNDQ0AAD27duHYDAYcx+UlZVh/Pjxo+4+OHr0KJqbm2N6dTgcKC8vj/ZaVVWF7OxsXHzxxdExCxYsgF6vx969e5Nec6Lt2LEDBQUFmDJlCn7yk5/A6XRG54323geT9j9KeDZ7/PHH8Z3vfAdWqxV//etfcdddd8HtduPee+8FADQ3N8d8mANAYWEhZFmGz+eDxWJJRdkj1l9fPfMGGpNuvd97772YNWsWcnJysHv3bqxevRpNTU14+umnAZzqs7S0NGaZ0++LMWPGJL3mRGhvb0c4HO7zMTx8+HCKqkq88vJybN68GVOmTEFTUxMee+wxXHbZZThw4ACam5shSVKv/bQKCwujz/PRoqefvh7v01/TBQUFMfONRiNycnLS/v5YvHgxrr/+epSWlqKurg7/+q//iquuugpVVVUwGAyjuvd4MKgk0YMPPognn3xywDGHDh2K2ZluIA8//HD0/zNnzoTH48GGDRuiQUVLEt17OhvKfVFZWRmdNm3aNEiShDvuuANr167lKbZHgauuuir6/2nTpqG8vBwTJkzAW2+9lTZhmkbuX/7lX6L/v+iiizBt2jRMnjwZO3bswPz581NYmTYwqCTRfffdh2XLlg04ZtKkScNef3l5OZ544gkoigKz2YyioqJeRwi0tLQgKysr6W+Ciey9qKio19EfPX0WFRVF/9VK72cayX1RXl6OUCiEY8eOYcqUKf32CfzjvkhHeXl5MBgMffaWzn0NJjs7G+effz5qa2tx5ZVXIhAIoKurK2arymi8D3r6aWlpQXFxcXR6S0sLZsyYER1z5o7UoVAIHR0do+7+mDRpEvLy8lBbW4v58+efVb33hUElifLz85Gfn6/a+qurqzFmzJjoX9oVFRX485//HDNm69atqKioUK2G/iSy94qKCvzqV79Ca2trdHPo1q1bkZWVhW984xvRMVrp/UwjuS+qq6uh1+ujfVdUVOAXv/gFgsEgTCYTgFN9TpkyJW2/9gEASZIwe/ZsbN++PXokWyQSwfbt23H33XentjgVud1u1NXV4dZbb8Xs2bNhMpmwfft2LFmyBABQU1ODhoYGTTyPE6m0tBRFRUXYvn17NJjIsoy9e/dGj/6rqKhAV1cX9u3bh9mzZwMAPvjgA0QiEZSXl6eqdFWcOHECTqczGtrOpt77lOq9ealv9fX14vPPPxePPfaYsNvt4vPPPxeff/656O7uFkII8f7774v/+q//El9++aU4cuSIeP7554XVahWPPPJIdB1ff/21sFqt4uc//7k4dOiQ2LhxozAYDGLLli2paisug/UeCoXEhRdeKBYuXCiqq6vFli1bRH5+vli9enV0Hena++l2794tnnnmGVFdXS3q6urEq6++KvLz88UPf/jD6Jiuri5RWFgobr31VnHgwAHxxhtvCKvVKn7zm9+ksPLEeOONN4TZbBabN28WX331lbj99ttFdnZ2zNFe6e6+++4TO3bsEEePHhV/+9vfxIIFC0ReXp5obW0VQghx5513ivHjx4sPPvhAfPrpp6KiokJUVFSkuOrh6e7ujr6WAYinn35afP7556K+vl4IIcS6detEdna2eO+998T+/fvF9773PVFaWip8Pl90HYsXLxYzZ84Ue/fuFbt27RLnnXeeuOmmm1LVUtwG6r27u1v87Gc/E1VVVeLo0aNi27ZtYtasWeK8884Tfr8/uo507T0RGFQ0aunSpQJAr8uHH34ohDh1aNqMGTOE3W4XNptNTJ8+Xbz44osiHA7HrOfDDz8UM2bMEJIkiUmTJolNmzYlv5khGqx3IYQ4duyYuOqqq4TFYhF5eXnivvvuE8FgMGY96dj76fbt2yfKy8uFw+EQGRkZ4oILLhD/9m//FvPmJYQQX3zxhZg3b54wm83inHPOEevWrUtRxYn33HPPifHjxwtJksScOXPEnj17Ul1SQt14442iuLhYSJIkzjnnHHHjjTeK2tra6HyfzyfuuusuMWbMGGG1WsU//dM/iaamphRWPHwffvhhn6/rpUuXCiFOHaL88MMPi8LCQmE2m8X8+fNFTU1NzDqcTqe46aabhN1uF1lZWeK2226L/gGjZQP17vV6xcKFC0V+fr4wmUxiwoQJYsWKFb0Cebr2ngg6IU47npWIiIhIQ3geFSIiItIsBhUiIiLSLAYVIiIi0iwGFSIiItIsBhUiIiLSLAYVIiIi0iwGFSIiItIsBhUiIiLSLAYVIiIi0iwGFSIiItIsBhUiIiLSLAYVIiIi0qz/D2vGYNQ14vK3AAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# we can preview how the manager will divide the world\n", "import geopandas\n", "from shapely import geometry\n", "\n", "bboxes = [\n", " geometry.box(*bbox) \n", " for bbox in manager.chunks(chunksize=4096)\n", "]\n", "\n", "# Chunks in projected coordinates\n", "geopandas.GeoDataFrame(geometry=bboxes).plot(alpha=0.5, edgecolor='000')\n", "\n", "bboxes_lnglat = [\n", " geometry.box(*manager.proj.transform_bounds(*bbox, direction='inverse'))\n", " for bbox in manager.chunks(chunksize=4096)\n", "]\n", "\n", "# Chunks in lat-lng coordinates\n", "geopandas.GeoDataFrame(geometry=bboxes_lnglat).plot(alpha=0.5, edgecolor='000')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, execute the full analysis in 4096x4096 chunks saving the results to output.tif" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "# this might take a while...\n", "#manager.chunk_save('output.tif', get_roads_dist_meters, chunksize=4096)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This will compute each chunk one after the other. Numpy natively parallelizes array operations, if you need to scale up to run your analysis in a larger cluster, see: [cog_worker.distributed](../cog_worker/3. distributed.rst)." ] } ], "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": "3.11.4" }, "orig_nbformat": 4, "vscode": { "interpreter": { "hash": "fa6d50660219e189aae246483b3f4fae430d7a652a1b600fb04ce984f1f1881d" } } }, "nbformat": 4, "nbformat_minor": 2 }