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solarPOT/Visualisation/plot_pv_per_roof.ipynb
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Applications/anaconda2/envs/py3_geo/lib/python3.7/site-packages/xarray/core/merge.py:17: FutureWarning: The Panel class is removed from pandas. Accessing it from the top-level namespace will also be removed in the next version\n",
" PANDAS_TYPES = (pd.Series, pd.DataFrame, pd.Panel)\n"
]
}
],
"source": [
"import geopandas as gpd\n",
"import fiona\n",
"import pandas as pd\n",
"import numpy as np\n",
"import geo_ops\n",
"import xarray as xr\n",
"\n",
"from osgeo import gdal\n",
"\n",
"import time\n",
"import os\n",
"\n",
"import matplotlib\n",
"%matplotlib notebook\n",
"import matplotlib.pyplot as plt\n",
"from matplotlib.colors import LinearSegmentedColormap\n",
"import matplotlib.patches as mpatches\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"colorsRGB = [(47,111,191),\n",
" (51,148,190),\n",
" (65,195,153),\n",
" (105,219,77),\n",
" (183,233,81),\n",
" (249,239,88),\n",
" (250,201,53),\n",
" (246,135,26),\n",
" (220,82,7),\n",
" (193,31,4)]\n",
"colors = []\n",
"for row in colorsRGB:\n",
" colors.append(tuple([i/255.0 for i in row]))\n",
" \n",
"cm_PV = LinearSegmentedColormap.from_list('radiation', colors, N=500)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"panel_fp = \"/Users/alinawalch/Documents/EPFL/data/rooftops/vertical_panels_subset200/fitted_panels.shp\"\n",
"roof_fp = \"/Users/alinawalch/Documents/EPFL/data/rooftops/SOLKAT_DACH_GVA/SOLKAT_DACH_GVA.shp\""
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"roofs = gpd.read_file(roof_fp)\n",
"# panels = gpd.read_file(panel_fp)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"roofs = roofs[['geometry', 'DF_UID', 'DF_NUMMER', 'SB_UUID', 'XCOORD', 'YCOORD']]"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"path = '/Volumes/Seagate Backup Plus Drive/DOKUMENTE/EPFL/data/Results/PV_w_uncertainty'\n",
"EPV = xr.open_mfdataset( os.path.join(path, 'pv_potential_ELM50_1000_dhm25_200_SVF_eff_nobias.nc'), \n",
" chunks = {'DF_UID' : 10000})"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<xarray.Dataset>\n",
"Dimensions: (DF_UID: 9639231, timestamp: 143)\n",
"Coordinates:\n",
" * DF_UID (DF_UID) int64 1 2 3 4 5 ... 9890020 9890021 9890022 9890023\n",
" * timestamp (timestamp) datetime64[ns] 2001-01-15T08:00:00 ... 2001-12-15T15:00:00\n",
"Data variables:\n",
" pv_potential (DF_UID, timestamp) float32 dask.array<shape=(9639231, 143), chunksize=(10000, 143)>\n",
" yearly_PV_kWh (DF_UID) float32 dask.array<shape=(9639231,), chunksize=(10000,)>"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"EPV"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<xarray.Dataset>\n",
"Dimensions: (DF_UID: 9639231, timestamp: 146)\n",
"Coordinates:\n",
" * timestamp (timestamp) datetime64[ns] 2001-01-15T08:00:00 ... 2001-12-15T15:00:00\n",
" * DF_UID (DF_UID) int64 1 2 3 4 ... 9890021 9890022 9890023\n",
"Data variables:\n",
" tilted_irradiance (DF_UID, timestamp) float64 dask.array<shape=(9639231, 146), chunksize=(10000, 146)>\n",
" yearly_kWh_m2 (DF_UID) float64 dask.array<shape=(9639231,), chunksize=(10000,)>"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Gt = xr.open_mfdataset( os.path.join(path, 'tilted_irradiance_ELM50_1000_dhm25_200_interp_SVF_nobias.nc'), \n",
" chunks = {'DF_UID' : 10000})\n",
"Gt"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"avail_area = pd.read_csv( os.path.join(path, 'PRED_available_area_unc_filled.csv'), \n",
" usecols = ['DF_UID', 'available_area'] )"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"ROOF_fp = os.path.join(path, 'CH_ROOFS_all_replaced.csv')\n",
"roof_data = pd.read_csv( ROOF_fp, usecols = ['DF_UID', 'FLAECHE', 'NEIGUNG', 'AUSRICHTUNG'])"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"scrolled": true
},
"outputs": [],
"source": [
"roofs_merged = roofs.merge( roof_data, how = 'left', on = 'DF_UID' )\n",
"roofs_merged = roofs_merged.merge( avail_area, on = 'DF_UID', how = 'left' )\n",
"roofs_merged = roofs_merged.merge( Gt.yearly_kWh_m2.to_dataframe(), how = 'left',\n",
" left_on = 'DF_UID', right_index = True )\n",
"roofs_merged = roofs_merged.merge( EPV.yearly_PV_kWh.to_dataframe(), how = 'left',\n",
" left_on = 'DF_UID', right_index = True )"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"roofs_merged['PV_norm'] = roofs_merged.yearly_PV_kWh / roofs_merged.FLAECHE"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"def round_to_interval(arr, interval):\n",
" return np.round( arr / interval ) * interval"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
"PIXEL_SIZE = 500\n",
"roofs_merged['x_pixel'] = round_to_interval(roofs_merged.XCOORD, PIXEL_SIZE)\n",
"roofs_merged['y_pixel'] = round_to_interval(roofs_merged.YCOORD, PIXEL_SIZE)"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>geometry</th>\n",
" <th>DF_UID</th>\n",
" <th>DF_NUMMER</th>\n",
" <th>SB_UUID</th>\n",
" <th>XCOORD</th>\n",
" <th>YCOORD</th>\n",
" <th>FLAECHE</th>\n",
" <th>NEIGUNG</th>\n",
" <th>AUSRICHTUNG</th>\n",
" <th>available_area</th>\n",
" <th>yearly_kWh_m2</th>\n",
" <th>yearly_PV_kWh</th>\n",
" <th>PV_norm</th>\n",
" <th>x_pixel</th>\n",
" <th>y_pixel</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>POLYGON ((2503496.511300001 1134199.853799999,...</td>\n",
" <td>4817410</td>\n",
" <td>1</td>\n",
" <td>{C0837EBA-3FE8-4166-99E4-A009D794F3F7}</td>\n",
" <td>503491.325015</td>\n",
" <td>134197.490397</td>\n",
" <td>71.487047</td>\n",
" <td>10</td>\n",
" <td>127.0</td>\n",
" <td>37.002663</td>\n",
" <td>915.779135</td>\n",
" <td>4655.672363</td>\n",
" <td>65.126097</td>\n",
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" <td>134000.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>POLYGON ((2503505.921799999 1134132.447500002,...</td>\n",
" <td>4817425</td>\n",
" <td>1</td>\n",
" <td>{10B89BB0-60A3-4460-9D73-7C0036224AC5}</td>\n",
" <td>503503.812619</td>\n",
" <td>134131.833522</td>\n",
" <td>36.859836</td>\n",
" <td>37</td>\n",
" <td>33.0</td>\n",
" <td>6.344036</td>\n",
" <td>1297.643387</td>\n",
" <td>1125.265015</td>\n",
" <td>30.528216</td>\n",
" <td>503500.0</td>\n",
" <td>134000.0</td>\n",
" </tr>\n",
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" <th>2</th>\n",
" <td>POLYGON ((2503514.369199999 1134138.302299999,...</td>\n",
" <td>4817426</td>\n",
" <td>2</td>\n",
" <td>{10B89BB0-60A3-4460-9D73-7C0036224AC5}</td>\n",
" <td>503509.783165</td>\n",
" <td>134135.282805</td>\n",
" <td>51.333864</td>\n",
" <td>31</td>\n",
" <td>-57.0</td>\n",
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" <td>22.197047</td>\n",
" <td>503500.0</td>\n",
" <td>134000.0</td>\n",
" </tr>\n",
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" <th>3</th>\n",
" <td>POLYGON ((2503511.2564 1134140.341699999, 2503...</td>\n",
" <td>4817427</td>\n",
" <td>3</td>\n",
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" <td>503510.594159</td>\n",
" <td>134142.188986</td>\n",
" <td>36.861447</td>\n",
" <td>37</td>\n",
" <td>-147.0</td>\n",
" <td>4.841171</td>\n",
" <td>704.052711</td>\n",
" <td>472.015045</td>\n",
" <td>12.805114</td>\n",
" <td>503500.0</td>\n",
" <td>134000.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>POLYGON ((2503508.4463 1134140.0964, 2503506.7...</td>\n",
" <td>4817428</td>\n",
" <td>4</td>\n",
" <td>{10B89BB0-60A3-4460-9D73-7C0036224AC5}</td>\n",
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" <td>134138.960671</td>\n",
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" <td>28</td>\n",
" <td>123.0</td>\n",
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" <td>4063.059814</td>\n",
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"</table>\n",
"</div>"
],
"text/plain": [
" geometry DF_UID DF_NUMMER \\\n",
"0 POLYGON ((2503496.511300001 1134199.853799999,... 4817410 1 \n",
"1 POLYGON ((2503505.921799999 1134132.447500002,... 4817425 1 \n",
"2 POLYGON ((2503514.369199999 1134138.302299999,... 4817426 2 \n",
"3 POLYGON ((2503511.2564 1134140.341699999, 2503... 4817427 3 \n",
"4 POLYGON ((2503508.4463 1134140.0964, 2503506.7... 4817428 4 \n",
"\n",
" SB_UUID XCOORD YCOORD \\\n",
"0 {C0837EBA-3FE8-4166-99E4-A009D794F3F7} 503491.325015 134197.490397 \n",
"1 {10B89BB0-60A3-4460-9D73-7C0036224AC5} 503503.812619 134131.833522 \n",
"2 {10B89BB0-60A3-4460-9D73-7C0036224AC5} 503509.783165 134135.282805 \n",
"3 {10B89BB0-60A3-4460-9D73-7C0036224AC5} 503510.594159 134142.188986 \n",
"4 {10B89BB0-60A3-4460-9D73-7C0036224AC5} 503504.226918 134138.960671 \n",
"\n",
" FLAECHE NEIGUNG AUSRICHTUNG available_area yearly_kWh_m2 \\\n",
"0 71.487047 10 127.0 37.002663 915.779135 \n",
"1 36.859836 37 33.0 6.344036 1297.643387 \n",
"2 51.333864 31 -57.0 6.140266 1361.228740 \n",
"3 36.861447 37 -147.0 4.841171 704.052711 \n",
"4 81.256555 28 123.0 36.256156 810.469179 \n",
"\n",
" yearly_PV_kWh PV_norm x_pixel y_pixel \n",
"0 4655.672363 65.126097 503500.0 134000.0 \n",
"1 1125.265015 30.528216 503500.0 134000.0 \n",
"2 1139.460205 22.197047 503500.0 134000.0 \n",
"3 472.015045 12.805114 503500.0 134000.0 \n",
"4 4063.059814 50.002856 503500.0 134000.0 "
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"roofs_merged.head()"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
"roofs_merged['Annual_PV_MWh'] = roofs_merged.yearly_PV_kWh/1e3"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [],
"source": [
"roofs_merged = roofs_merged.to_crs({'init': 'epsg:21781'})"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Add TIFF file"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"src_ds = gdal.Open( \"/Users/alinawalch/Documents/EPFL/data/swissimage_example_2.tif\" )"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"data = src_ds.ReadAsArray()\n",
"\n",
"data_swapped = np.swapaxes(data,0,2)\n",
"data_swapped = np.swapaxes(data_swapped,0,1)"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"x0, dx, dxdy, y0, dydx, dy = src_ds.GetGeoTransform()\n",
"x1 = x0+dx*data_swapped.shape[0]\n",
"y1 = y0+dy*data_swapped.shape[1]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Show pixels"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
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" rubberband.mousemove('motion_notify', mouse_event_fn);\n",
"\n",
" rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
" rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
"\n",
" canvas_div.on(\"wheel\", function (event) {\n",
" event = event.originalEvent;\n",
" event['data'] = 'scroll'\n",
" if (event.deltaY < 0) {\n",
" event.step = 1;\n",
" } else {\n",
" event.step = -1;\n",
" }\n",
" mouse_event_fn(event);\n",
" });\n",
"\n",
" canvas_div.append(canvas);\n",
" canvas_div.append(rubberband);\n",
"\n",
" this.rubberband = rubberband;\n",
" this.rubberband_canvas = rubberband[0];\n",
" this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
" this.rubberband_context.strokeStyle = \"#000000\";\n",
"\n",
" this._resize_canvas = function(width, height) {\n",
" // Keep the size of the canvas, canvas container, and rubber band\n",
" // canvas in synch.\n",
" canvas_div.css('width', width)\n",
" canvas_div.css('height', height)\n",
"\n",
" canvas.attr('width', width * mpl.ratio);\n",
" canvas.attr('height', height * mpl.ratio);\n",
" canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
"\n",
" rubberband.attr('width', width);\n",
" rubberband.attr('height', height);\n",
" }\n",
"\n",
" // Set the figure to an initial 600x600px, this will subsequently be updated\n",
" // upon first draw.\n",
" this._resize_canvas(600, 600);\n",
"\n",
" // Disable right mouse context menu.\n",
" $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
" return false;\n",
" });\n",
"\n",
" function set_focus () {\n",
" canvas.focus();\n",
" canvas_div.focus();\n",
" }\n",
"\n",
" window.setTimeout(set_focus, 100);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>');\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items) {\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) {\n",
" // put a spacer in here.\n",
" continue;\n",
" }\n",
" var button = $('<button/>');\n",
" button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
" 'ui-button-icon-only');\n",
" button.attr('role', 'button');\n",
" button.attr('aria-disabled', 'false');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
"\n",
" var icon_img = $('<span/>');\n",
" icon_img.addClass('ui-button-icon-primary ui-icon');\n",
" icon_img.addClass(image);\n",
" icon_img.addClass('ui-corner-all');\n",
"\n",
" var tooltip_span = $('<span/>');\n",
" tooltip_span.addClass('ui-button-text');\n",
" tooltip_span.html(tooltip);\n",
"\n",
" button.append(icon_img);\n",
" button.append(tooltip_span);\n",
"\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" var fmt_picker_span = $('<span/>');\n",
"\n",
" var fmt_picker = $('<select/>');\n",
" fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
" fmt_picker_span.append(fmt_picker);\n",
" nav_element.append(fmt_picker_span);\n",
" this.format_dropdown = fmt_picker[0];\n",
"\n",
" for (var ind in mpl.extensions) {\n",
" var fmt = mpl.extensions[ind];\n",
" var option = $(\n",
" '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
" fmt_picker.append(option);\n",
" }\n",
"\n",
" // Add hover states to the ui-buttons\n",
" $( \".ui-button\" ).hover(\n",
" function() { $(this).addClass(\"ui-state-hover\");},\n",
" function() { $(this).removeClass(\"ui-state-hover\");}\n",
" );\n",
"\n",
" var status_bar = $('<span class=\"mpl-message\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"}\n",
"\n",
"mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
" // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
" // which will in turn request a refresh of the image.\n",
" this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
"}\n",
"\n",
"mpl.figure.prototype.send_message = function(type, properties) {\n",
" properties['type'] = type;\n",
" properties['figure_id'] = this.id;\n",
" this.ws.send(JSON.stringify(properties));\n",
"}\n",
"\n",
"mpl.figure.prototype.send_draw_message = function() {\n",
" if (!this.waiting) {\n",
" this.waiting = true;\n",
" this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
" }\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" var format_dropdown = fig.format_dropdown;\n",
" var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
" fig.ondownload(fig, format);\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
" var size = msg['size'];\n",
" if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
" fig._resize_canvas(size[0], size[1]);\n",
" fig.send_message(\"refresh\", {});\n",
" };\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
" var x0 = msg['x0'] / mpl.ratio;\n",
" var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
" var x1 = msg['x1'] / mpl.ratio;\n",
" var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
" x0 = Math.floor(x0) + 0.5;\n",
" y0 = Math.floor(y0) + 0.5;\n",
" x1 = Math.floor(x1) + 0.5;\n",
" y1 = Math.floor(y1) + 0.5;\n",
" var min_x = Math.min(x0, x1);\n",
" var min_y = Math.min(y0, y1);\n",
" var width = Math.abs(x1 - x0);\n",
" var height = Math.abs(y1 - y0);\n",
"\n",
" fig.rubberband_context.clearRect(\n",
" 0, 0, fig.canvas.width, fig.canvas.height);\n",
"\n",
" fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
" // Updates the figure title.\n",
" fig.header.textContent = msg['label'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
" var cursor = msg['cursor'];\n",
" switch(cursor)\n",
" {\n",
" case 0:\n",
" cursor = 'pointer';\n",
" break;\n",
" case 1:\n",
" cursor = 'default';\n",
" break;\n",
" case 2:\n",
" cursor = 'crosshair';\n",
" break;\n",
" case 3:\n",
" cursor = 'move';\n",
" break;\n",
" }\n",
" fig.rubberband_canvas.style.cursor = cursor;\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_message = function(fig, msg) {\n",
" fig.message.textContent = msg['message'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
" // Request the server to send over a new figure.\n",
" fig.send_draw_message();\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
" fig.image_mode = msg['mode'];\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Called whenever the canvas gets updated.\n",
" this.send_message(\"ack\", {});\n",
"}\n",
"\n",
"// A function to construct a web socket function for onmessage handling.\n",
"// Called in the figure constructor.\n",
"mpl.figure.prototype._make_on_message_function = function(fig) {\n",
" return function socket_on_message(evt) {\n",
" if (evt.data instanceof Blob) {\n",
" /* FIXME: We get \"Resource interpreted as Image but\n",
" * transferred with MIME type text/plain:\" errors on\n",
" * Chrome. But how to set the MIME type? It doesn't seem\n",
" * to be part of the websocket stream */\n",
" evt.data.type = \"image/png\";\n",
"\n",
" /* Free the memory for the previous frames */\n",
" if (fig.imageObj.src) {\n",
" (window.URL || window.webkitURL).revokeObjectURL(\n",
" fig.imageObj.src);\n",
" }\n",
"\n",
" fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
" evt.data);\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
" else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
" fig.imageObj.src = evt.data;\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
"\n",
" var msg = JSON.parse(evt.data);\n",
" var msg_type = msg['type'];\n",
"\n",
" // Call the \"handle_{type}\" callback, which takes\n",
" // the figure and JSON message as its only arguments.\n",
" try {\n",
" var callback = fig[\"handle_\" + msg_type];\n",
" } catch (e) {\n",
" console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
" return;\n",
" }\n",
"\n",
" if (callback) {\n",
" try {\n",
" // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
" callback(fig, msg);\n",
" } catch (e) {\n",
" console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
" }\n",
" }\n",
" };\n",
"}\n",
"\n",
"// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
"mpl.findpos = function(e) {\n",
" //this section is from http://www.quirksmode.org/js/events_properties.html\n",
" var targ;\n",
" if (!e)\n",
" e = window.event;\n",
" if (e.target)\n",
" targ = e.target;\n",
" else if (e.srcElement)\n",
" targ = e.srcElement;\n",
" if (targ.nodeType == 3) // defeat Safari bug\n",
" targ = targ.parentNode;\n",
"\n",
" // jQuery normalizes the pageX and pageY\n",
" // pageX,Y are the mouse positions relative to the document\n",
" // offset() returns the position of the element relative to the document\n",
" var x = e.pageX - $(targ).offset().left;\n",
" var y = e.pageY - $(targ).offset().top;\n",
"\n",
" return {\"x\": x, \"y\": y};\n",
"};\n",
"\n",
"/*\n",
" * return a copy of an object with only non-object keys\n",
" * we need this to avoid circular references\n",
" * http://stackoverflow.com/a/24161582/3208463\n",
" */\n",
"function simpleKeys (original) {\n",
" return Object.keys(original).reduce(function (obj, key) {\n",
" if (typeof original[key] !== 'object')\n",
" obj[key] = original[key]\n",
" return obj;\n",
" }, {});\n",
"}\n",
"\n",
"mpl.figure.prototype.mouse_event = function(event, name) {\n",
" var canvas_pos = mpl.findpos(event)\n",
"\n",
" if (name === 'button_press')\n",
" {\n",
" this.canvas.focus();\n",
" this.canvas_div.focus();\n",
" }\n",
"\n",
" var x = canvas_pos.x * mpl.ratio;\n",
" var y = canvas_pos.y * mpl.ratio;\n",
"\n",
" this.send_message(name, {x: x, y: y, button: event.button,\n",
" step: event.step,\n",
" guiEvent: simpleKeys(event)});\n",
"\n",
" /* This prevents the web browser from automatically changing to\n",
" * the text insertion cursor when the button is pressed. We want\n",
" * to control all of the cursor setting manually through the\n",
" * 'cursor' event from matplotlib */\n",
" event.preventDefault();\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" // Handle any extra behaviour associated with a key event\n",
"}\n",
"\n",
"mpl.figure.prototype.key_event = function(event, name) {\n",
"\n",
" // Prevent repeat events\n",
" if (name == 'key_press')\n",
" {\n",
" if (event.which === this._key)\n",
" return;\n",
" else\n",
" this._key = event.which;\n",
" }\n",
" if (name == 'key_release')\n",
" this._key = null;\n",
"\n",
" var value = '';\n",
" if (event.ctrlKey && event.which != 17)\n",
" value += \"ctrl+\";\n",
" if (event.altKey && event.which != 18)\n",
" value += \"alt+\";\n",
" if (event.shiftKey && event.which != 16)\n",
" value += \"shift+\";\n",
"\n",
" value += 'k';\n",
" value += event.which.toString();\n",
"\n",
" this._key_event_extra(event, name);\n",
"\n",
" this.send_message(name, {key: value,\n",
" guiEvent: simpleKeys(event)});\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
" if (name == 'download') {\n",
" this.handle_save(this, null);\n",
" } else {\n",
" this.send_message(\"toolbar_button\", {name: name});\n",
" }\n",
"};\n",
"\n",
"mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
" this.message.textContent = tooltip;\n",
"};\n",
"mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
"\n",
"mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
"\n",
"mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
" // Create a \"websocket\"-like object which calls the given IPython comm\n",
" // object with the appropriate methods. Currently this is a non binary\n",
" // socket, so there is still some room for performance tuning.\n",
" var ws = {};\n",
"\n",
" ws.close = function() {\n",
" comm.close()\n",
" };\n",
" ws.send = function(m) {\n",
" //console.log('sending', m);\n",
" comm.send(m);\n",
" };\n",
" // Register the callback with on_msg.\n",
" comm.on_msg(function(msg) {\n",
" //console.log('receiving', msg['content']['data'], msg);\n",
" // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
" ws.onmessage(msg['content']['data'])\n",
" });\n",
" return ws;\n",
"}\n",
"\n",
"mpl.mpl_figure_comm = function(comm, msg) {\n",
" // This is the function which gets called when the mpl process\n",
" // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
"\n",
" var id = msg.content.data.id;\n",
" // Get hold of the div created by the display call when the Comm\n",
" // socket was opened in Python.\n",
" var element = $(\"#\" + id);\n",
" var ws_proxy = comm_websocket_adapter(comm)\n",
"\n",
" function ondownload(figure, format) {\n",
" window.open(figure.imageObj.src);\n",
" }\n",
"\n",
" var fig = new mpl.figure(id, ws_proxy,\n",
" ondownload,\n",
" element.get(0));\n",
"\n",
" // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
" // web socket which is closed, not our websocket->open comm proxy.\n",
" ws_proxy.onopen();\n",
"\n",
" fig.parent_element = element.get(0);\n",
" fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
" if (!fig.cell_info) {\n",
" console.error(\"Failed to find cell for figure\", id, fig);\n",
" return;\n",
" }\n",
"\n",
" var output_index = fig.cell_info[2]\n",
" var cell = fig.cell_info[0];\n",
"\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_close = function(fig, msg) {\n",
" var width = fig.canvas.width/mpl.ratio\n",
" fig.root.unbind('remove')\n",
"\n",
" // Update the output cell to use the data from the current canvas.\n",
" fig.push_to_output();\n",
" var dataURL = fig.canvas.toDataURL();\n",
" // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
" // the notebook keyboard shortcuts fail.\n",
" IPython.keyboard_manager.enable()\n",
" $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
" fig.close_ws(fig, msg);\n",
"}\n",
"\n",
"mpl.figure.prototype.close_ws = function(fig, msg){\n",
" fig.send_message('closing', msg);\n",
" // fig.ws.close()\n",
"}\n",
"\n",
"mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
" // Turn the data on the canvas into data in the output cell.\n",
" var width = this.canvas.width/mpl.ratio\n",
" var dataURL = this.canvas.toDataURL();\n",
" this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Tell IPython that the notebook contents must change.\n",
" IPython.notebook.set_dirty(true);\n",
" this.send_message(\"ack\", {});\n",
" var fig = this;\n",
" // Wait a second, then push the new image to the DOM so\n",
" // that it is saved nicely (might be nice to debounce this).\n",
" setTimeout(function () { fig.push_to_output() }, 1000);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>');\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items){\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) { continue; };\n",
"\n",
" var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" // Add the status bar.\n",
" var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"\n",
" // Add the close button to the window.\n",
" var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
" var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
" button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
" button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
" buttongrp.append(button);\n",
" var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
" titlebar.prepend(buttongrp);\n",
"}\n",
"\n",
"mpl.figure.prototype._root_extra_style = function(el){\n",
" var fig = this\n",
" el.on(\"remove\", function(){\n",
"\tfig.close_ws(fig, {});\n",
" });\n",
"}\n",
"\n",
"mpl.figure.prototype._canvas_extra_style = function(el){\n",
" // this is important to make the div 'focusable\n",
" el.attr('tabindex', 0)\n",
" // reach out to IPython and tell the keyboard manager to turn it's self\n",
" // off when our div gets focus\n",
"\n",
" // location in version 3\n",
" if (IPython.notebook.keyboard_manager) {\n",
" IPython.notebook.keyboard_manager.register_events(el);\n",
" }\n",
" else {\n",
" // location in version 2\n",
" IPython.keyboard_manager.register_events(el);\n",
" }\n",
"\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" var manager = IPython.notebook.keyboard_manager;\n",
" if (!manager)\n",
" manager = IPython.keyboard_manager;\n",
"\n",
" // Check for shift+enter\n",
" if (event.shiftKey && event.which == 13) {\n",
" this.canvas_div.blur();\n",
" event.shiftKey = false;\n",
" // Send a \"J\" for go to next cell\n",
" event.which = 74;\n",
" event.keyCode = 74;\n",
" manager.command_mode();\n",
" manager.handle_keydown(event);\n",
" }\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" fig.ondownload(fig, null);\n",
"}\n",
"\n",
"\n",
"mpl.find_output_cell = function(html_output) {\n",
" // Return the cell and output element which can be found *uniquely* in the notebook.\n",
" // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
" // IPython event is triggered only after the cells have been serialised, which for\n",
" // our purposes (turning an active figure into a static one), is too late.\n",
" var cells = IPython.notebook.get_cells();\n",
" var ncells = cells.length;\n",
" for (var i=0; i<ncells; i++) {\n",
" var cell = cells[i];\n",
" if (cell.cell_type === 'code'){\n",
" for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
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" data = data.data;\n",
" }\n",
" if (data['text/html'] == html_output) {\n",
" return [cell, data, j];\n",
" }\n",
" }\n",
" }\n",
" }\n",
"}\n",
"\n",
"// Register the function which deals with the matplotlib target/channel.\n",
"// The kernel may be null if the page has been refreshed.\n",
"if (IPython.notebook.kernel != null) {\n",
" IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
"}\n"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<div id='a37f231e-7f96-41b4-b666-e01ab8f499c5'></div>"
],
"text/plain": [
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"metadata": {},
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}
],
"source": [
"sample = roofs_merged.sample(1000)\n",
"pixels = roofs_merged.groupby(['x_pixel', 'y_pixel']).sum().reset_index()\n",
"\n",
"plt.figure()\n",
"plt.scatter(sample.XCOORD, sample.YCOORD)\n",
"plt.scatter(pixels.x_pixel, pixels.y_pixel)\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Show set of roofs"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [],
"source": [
"X0 = 499000 # 498000 # 497000 # 499500 # \n",
"X1 = 500500 # 503000 # 501000 # 500500 \n",
"\n",
"Y0 = 115000 # 124500 # 117500 # \n",
"Y1 = 116000 # 128500 # 120000 # 118500\n",
"\n",
"# plt.ylim((115260, 115760))\n",
"# plt.xlim((499590, 500090))"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [],
"source": [
"roof_set = roofs_merged[(roofs_merged.x_pixel >= X0) & (roofs_merged.x_pixel <= X1) & \n",
" (roofs_merged.y_pixel >= Y0) & (roofs_merged.y_pixel <= Y1)]"
]
},
{
"cell_type": "code",
"execution_count": 43,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
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" <th></th>\n",
" <th>geometry</th>\n",
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" <th>SB_UUID</th>\n",
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" <th>PV_norm</th>\n",
" <th>x_pixel</th>\n",
" <th>y_pixel</th>\n",
" <th>Annual_PV_MWh</th>\n",
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" </thead>\n",
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" <td>114760.403949</td>\n",
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" <td>1290.454145</td>\n",
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" <th>108667</th>\n",
" <td>POLYGON ((499044.522500001 114761.5363000008, ...</td>\n",
" <td>5020158</td>\n",
" <td>6</td>\n",
" <td>{9C11370B-3996-4913-A6D9-D8EC985F07D9}</td>\n",
" <td>499031.800709</td>\n",
" <td>114764.570250</td>\n",
" <td>38.341596</td>\n",
" <td>0</td>\n",
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" <td>{EAEF6021-266A-451E-BBAF-0290AD92036E}</td>\n",
" <td>499032.396744</td>\n",
" <td>114766.207754</td>\n",
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" <td>0.015229</td>\n",
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" <tr>\n",
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" <td>POLYGON ((499785.7624999993 114753.2099999989,...</td>\n",
" <td>5020371</td>\n",
" <td>1</td>\n",
" <td>{FE02801E-B916-4209-A501-1B2548F8B59F}</td>\n",
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" <td>114750.618040</td>\n",
" <td>52.931175</td>\n",
" <td>25</td>\n",
" <td>106.0</td>\n",
" <td>5.279051</td>\n",
" <td>551.646220</td>\n",
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" <td>7.426141</td>\n",
" <td>500000.0</td>\n",
" <td>115000.0</td>\n",
" <td>0.393074</td>\n",
" </tr>\n",
" <tr>\n",
" <th>108868</th>\n",
" <td>POLYGON ((499791.5137999989 114751.5812999965,...</td>\n",
" <td>5020372</td>\n",
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" <td>{FE02801E-B916-4209-A501-1B2548F8B59F}</td>\n",
" <td>499788.744704</td>\n",
" <td>114750.578523</td>\n",
" <td>22.439203</td>\n",
" <td>29</td>\n",
" <td>-74.0</td>\n",
" <td>1.998886</td>\n",
" <td>887.801716</td>\n",
" <td>238.622986</td>\n",
" <td>10.634200</td>\n",
" <td>500000.0</td>\n",
" <td>115000.0</td>\n",
" <td>0.238623</td>\n",
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" <tr>\n",
" <th>109023</th>\n",
" <td>POLYGON ((500238.7862999998 114747.3410999987,...</td>\n",
" <td>5020531</td>\n",
" <td>2</td>\n",
" <td>{7A40F1D5-64A4-4943-9A2A-B2A012CB9F19}</td>\n",
" <td>500235.179291</td>\n",
" <td>114752.540566</td>\n",
" <td>106.862533</td>\n",
" <td>33</td>\n",
" <td>-141.0</td>\n",
" <td>25.654361</td>\n",
" <td>660.016297</td>\n",
" <td>2327.185791</td>\n",
" <td>21.777378</td>\n",
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" <td>2.327186</td>\n",
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" <tr>\n",
" <th>109205</th>\n",
" <td>POLYGON ((500310.0075000003 114756.4774999984,...</td>\n",
" <td>5020724</td>\n",
" <td>1</td>\n",
" <td>{05234CD4-6FE9-4F95-9DE0-024D0116A5C2}</td>\n",
" <td>500305.682684</td>\n",
" <td>114755.412781</td>\n",
" <td>52.997312</td>\n",
" <td>30</td>\n",
" <td>-45.0</td>\n",
" <td>15.954127</td>\n",
" <td>1153.616963</td>\n",
" <td>2493.398438</td>\n",
" <td>47.047640</td>\n",
" <td>500500.0</td>\n",
" <td>115000.0</td>\n",
" <td>2.493398</td>\n",
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" <tr>\n",
" <th>109206</th>\n",
" <td>POLYGON ((500301.9329999984 114756.4347000048,...</td>\n",
" <td>5020725</td>\n",
" <td>2</td>\n",
" <td>{05234CD4-6FE9-4F95-9DE0-024D0116A5C2}</td>\n",
" <td>500301.569694</td>\n",
" <td>114759.518899</td>\n",
" <td>54.791549</td>\n",
" <td>29</td>\n",
" <td>135.0</td>\n",
" <td>11.486968</td>\n",
" <td>704.384441</td>\n",
" <td>1110.665649</td>\n",
" <td>20.270747</td>\n",
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" <td>115000.0</td>\n",
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" <th>109207</th>\n",
" <td>POLYGON ((500303.4338999987 114751.6347999967,...</td>\n",
" <td>5020726</td>\n",
" <td>1</td>\n",
" <td>{142B7B2C-5AAA-416B-91BB-7B75DAFB2961}</td>\n",
" <td>500299.510451</td>\n",
" <td>114752.845817</td>\n",
" <td>35.689332</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>2.605060</td>\n",
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" <td>395.525848</td>\n",
" <td>11.082467</td>\n",
" <td>500500.0</td>\n",
" <td>115000.0</td>\n",
" <td>0.395526</td>\n",
" </tr>\n",
" <tr>\n",
" <th>110776</th>\n",
" <td>POLYGON ((498781.9813000002 114988.9899999999,...</td>\n",
" <td>5022355</td>\n",
" <td>10</td>\n",
" <td>{36389A52-7FCD-4DE2-867B-AD2B9DB0E0CF}</td>\n",
" <td>498766.046519</td>\n",
" <td>114973.727864</td>\n",
" <td>1010.254178</td>\n",
" <td>5</td>\n",
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" <td>792.302090</td>\n",
" <td>1172.981212</td>\n",
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" <tr>\n",
" <th>110777</th>\n",
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" <td>5022356</td>\n",
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" <td>498788.241494</td>\n",
" <td>114970.773774</td>\n",
" <td>561.784326</td>\n",
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" <td>39852.554688</td>\n",
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" <td>498804.808502</td>\n",
" <td>114956.179333</td>\n",
" <td>207.461860</td>\n",
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" <td>{36389A52-7FCD-4DE2-867B-AD2B9DB0E0CF}</td>\n",
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" <td>5022365</td>\n",
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" <td>{36389A52-7FCD-4DE2-867B-AD2B9DB0E0CF}</td>\n",
" <td>498784.894277</td>\n",
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" <tr>\n",
" <th>110789</th>\n",
" <td>POLYGON ((498821.0262999982 114951.6138000027,...</td>\n",
" <td>5022368</td>\n",
" <td>23</td>\n",
" <td>{36389A52-7FCD-4DE2-867B-AD2B9DB0E0CF}</td>\n",
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" <td>{36389A52-7FCD-4DE2-867B-AD2B9DB0E0CF}</td>\n",
" <td>498809.179959</td>\n",
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" <th>110791</th>\n",
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" <td>5022370</td>\n",
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" <td>{36389A52-7FCD-4DE2-867B-AD2B9DB0E0CF}</td>\n",
" <td>498806.057490</td>\n",
" <td>114818.566140</td>\n",
" <td>479.409488</td>\n",
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" <tr>\n",
" <th>110794</th>\n",
" <td>POLYGON ((499000.0923999995 114797.2531000018,...</td>\n",
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" <td>1</td>\n",
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" <td>498985.712398</td>\n",
" <td>114793.286004</td>\n",
" <td>573.982179</td>\n",
" <td>16</td>\n",
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" <td>99.765721</td>\n",
" <td>499000.0</td>\n",
" <td>115000.0</td>\n",
" <td>57.263744</td>\n",
" </tr>\n",
" <tr>\n",
" <th>110795</th>\n",
" <td>POLYGON ((498996.0362999998 114773.9137999998,...</td>\n",
" <td>5022374</td>\n",
" <td>2</td>\n",
" <td>{3A8A8374-39C2-47E7-BB54-AAF2B684E70E}</td>\n",
" <td>498994.508154</td>\n",
" <td>114782.284641</td>\n",
" <td>544.530612</td>\n",
" <td>16</td>\n",
" <td>-42.0</td>\n",
" <td>425.331061</td>\n",
" <td>1201.495459</td>\n",
" <td>69616.062500</td>\n",
" <td>127.846003</td>\n",
" <td>499000.0</td>\n",
" <td>115000.0</td>\n",
" <td>69.616066</td>\n",
" </tr>\n",
" <tr>\n",
" <th>110796</th>\n",
" <td>POLYGON ((498939.8337999992 114951.2375000038,...</td>\n",
" <td>5022379</td>\n",
" <td>1</td>\n",
" <td>{C4C66A6F-F736-4DFB-9A47-F38199F46964}</td>\n",
" <td>498935.280033</td>\n",
" <td>114946.562308</td>\n",
" <td>104.730411</td>\n",
" <td>13</td>\n",
" <td>48.0</td>\n",
" <td>62.158876</td>\n",
" <td>1271.675526</td>\n",
" <td>10764.088867</td>\n",
" <td>102.779019</td>\n",
" <td>499000.0</td>\n",
" <td>115000.0</td>\n",
" <td>10.764089</td>\n",
" </tr>\n",
" <tr>\n",
" <th>110797</th>\n",
" <td>POLYGON ((498940.4400999993 114965.3763999956,...</td>\n",
" <td>5022380</td>\n",
" <td>2</td>\n",
" <td>{C4C66A6F-F736-4DFB-9A47-F38199F46964}</td>\n",
" <td>498935.812118</td>\n",
" <td>114955.999392</td>\n",
" <td>104.346933</td>\n",
" <td>13</td>\n",
" <td>138.0</td>\n",
" <td>61.997434</td>\n",
" <td>1042.219279</td>\n",
" <td>8860.187500</td>\n",
" <td>84.910857</td>\n",
" <td>499000.0</td>\n",
" <td>115000.0</td>\n",
" <td>8.860188</td>\n",
" </tr>\n",
" <tr>\n",
" <th>110798</th>\n",
" <td>POLYGON ((498940.4400999993 114965.3763999956,...</td>\n",
" <td>5022381</td>\n",
" <td>3</td>\n",
" <td>{C4C66A6F-F736-4DFB-9A47-F38199F46964}</td>\n",
" <td>498945.247883</td>\n",
" <td>114955.461059</td>\n",
" <td>101.717350</td>\n",
" <td>13</td>\n",
" <td>-132.0</td>\n",
" <td>54.515256</td>\n",
" <td>1104.507199</td>\n",
" <td>8238.262695</td>\n",
" <td>80.991716</td>\n",
" <td>499000.0</td>\n",
" <td>115000.0</td>\n",
" <td>8.238263</td>\n",
" </tr>\n",
" <tr>\n",
" <th>110799</th>\n",
" <td>POLYGON ((498953.7961000018 114950.4134000013,...</td>\n",
" <td>5022382</td>\n",
" <td>4</td>\n",
" <td>{C4C66A6F-F736-4DFB-9A47-F38199F46964}</td>\n",
" <td>498944.715798</td>\n",
" <td>114946.023976</td>\n",
" <td>102.093317</td>\n",
" <td>13</td>\n",
" <td>-42.0</td>\n",
" <td>60.102042</td>\n",
" <td>1326.225490</td>\n",
" <td>10838.077148</td>\n",
" <td>106.158537</td>\n",
" <td>499000.0</td>\n",
" <td>115000.0</td>\n",
" <td>10.838078</td>\n",
" </tr>\n",
" <tr>\n",
" <th>110800</th>\n",
" <td>POLYGON ((498943.1849999987 114999.4763000013,...</td>\n",
" <td>5022383</td>\n",
" <td>5</td>\n",
" <td>{C4C66A6F-F736-4DFB-9A47-F38199F46964}</td>\n",
" <td>498941.184532</td>\n",
" <td>114968.261520</td>\n",
" <td>554.973902</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td>16.667383</td>\n",
" <td>1258.193237</td>\n",
" <td>2845.500977</td>\n",
" <td>5.127270</td>\n",
" <td>499000.0</td>\n",
" <td>115000.0</td>\n",
" <td>2.845501</td>\n",
" </tr>\n",
" <tr>\n",
" <th>110801</th>\n",
" <td>POLYGON ((498942.8205999993 114996.2864000019,...</td>\n",
" <td>5022384</td>\n",
" <td>6</td>\n",
" <td>{C4C66A6F-F736-4DFB-9A47-F38199F46964}</td>\n",
" <td>498947.485710</td>\n",
" <td>114986.729007</td>\n",
" <td>95.803645</td>\n",
" <td>14</td>\n",
" <td>-132.0</td>\n",
" <td>52.125339</td>\n",
" <td>1098.258579</td>\n",
" <td>7833.109863</td>\n",
" <td>81.762128</td>\n",
" <td>499000.0</td>\n",
" <td>115000.0</td>\n",
" <td>7.833110</td>\n",
" </tr>\n",
" <tr>\n",
" <th>110802</th>\n",
" <td>POLYGON ((498955.8968999982 114981.6363999974,...</td>\n",
" <td>5022385</td>\n",
" <td>7</td>\n",
" <td>{C4C66A6F-F736-4DFB-9A47-F38199F46964}</td>\n",
" <td>498947.097280</td>\n",
" <td>114977.608326</td>\n",
" <td>99.505388</td>\n",
" <td>13</td>\n",
" <td>-42.0</td>\n",
" <td>58.487492</td>\n",
" <td>1320.772591</td>\n",
" <td>10497.680664</td>\n",
" <td>105.498615</td>\n",
" <td>499000.0</td>\n",
" <td>115000.0</td>\n",
" <td>10.497681</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127820</th>\n",
" <td>POLYGON ((500668.8537000007 116189.8460999976,...</td>\n",
" <td>5040618</td>\n",
" <td>10</td>\n",
" <td>{BB65E7D9-0DD9-47E5-A251-7F6DF885C56D}</td>\n",
" <td>500665.273473</td>\n",
" <td>116191.630766</td>\n",
" <td>32.156174</td>\n",
" <td>48</td>\n",
" <td>-161.0</td>\n",
" <td>4.301232</td>\n",
" <td>529.012373</td>\n",
" <td>315.426727</td>\n",
" <td>9.809212</td>\n",
" <td>500500.0</td>\n",
" <td>116000.0</td>\n",
" <td>0.315427</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127821</th>\n",
" <td>POLYGON ((500655.946800001 116180.3345000008, ...</td>\n",
" <td>5040619</td>\n",
" <td>11</td>\n",
" <td>{BB65E7D9-0DD9-47E5-A251-7F6DF885C56D}</td>\n",
" <td>500659.510494</td>\n",
" <td>116186.881980</td>\n",
" <td>49.464975</td>\n",
" <td>55</td>\n",
" <td>109.0</td>\n",
" <td>7.386237</td>\n",
" <td>805.483351</td>\n",
" <td>822.556519</td>\n",
" <td>16.629070</td>\n",
" <td>500500.0</td>\n",
" <td>116000.0</td>\n",
" <td>0.822556</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127822</th>\n",
" <td>POLYGON ((500674.7762999982 116177.3387000015,...</td>\n",
" <td>5040620</td>\n",
" <td>12</td>\n",
" <td>{BB65E7D9-0DD9-47E5-A251-7F6DF885C56D}</td>\n",
" <td>500666.443495</td>\n",
" <td>116177.876169</td>\n",
" <td>79.105376</td>\n",
" <td>47</td>\n",
" <td>16.0</td>\n",
" <td>20.621237</td>\n",
" <td>1349.070390</td>\n",
" <td>3805.637451</td>\n",
" <td>48.108455</td>\n",
" <td>500500.0</td>\n",
" <td>116000.0</td>\n",
" <td>3.805637</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127823</th>\n",
" <td>POLYGON ((500680.9600000009 116174.6449999989,...</td>\n",
" <td>5040621</td>\n",
" <td>13</td>\n",
" <td>{BB65E7D9-0DD9-47E5-A251-7F6DF885C56D}</td>\n",
" <td>500678.979267</td>\n",
" <td>116174.877445</td>\n",
" <td>14.784428</td>\n",
" <td>49</td>\n",
" <td>-29.0</td>\n",
" <td>0.183555</td>\n",
" <td>1376.338771</td>\n",
" <td>34.460785</td>\n",
" <td>2.330884</td>\n",
" <td>500500.0</td>\n",
" <td>116000.0</td>\n",
" <td>0.034461</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127824</th>\n",
" <td>POLYGON ((500677.4574999996 116172.7063000013,...</td>\n",
" <td>5040622</td>\n",
" <td>14</td>\n",
" <td>{BB65E7D9-0DD9-47E5-A251-7F6DF885C56D}</td>\n",
" <td>500676.525463</td>\n",
" <td>116174.591025</td>\n",
" <td>14.714046</td>\n",
" <td>49</td>\n",
" <td>16.0</td>\n",
" <td>0.420306</td>\n",
" <td>1291.356196</td>\n",
" <td>74.492706</td>\n",
" <td>5.062693</td>\n",
" <td>500500.0</td>\n",
" <td>116000.0</td>\n",
" <td>0.074493</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127825</th>\n",
" <td>POLYGON ((500673.7740000002 116174.018300003, ...</td>\n",
" <td>5040623</td>\n",
" <td>15</td>\n",
" <td>{BB65E7D9-0DD9-47E5-A251-7F6DF885C56D}</td>\n",
" <td>500675.621022</td>\n",
" <td>116176.082963</td>\n",
" <td>5.216036</td>\n",
" <td>49</td>\n",
" <td>61.0</td>\n",
" <td>0.000000</td>\n",
" <td>1135.775647</td>\n",
" <td>0.000000</td>\n",
" <td>0.000000</td>\n",
" <td>500500.0</td>\n",
" <td>116000.0</td>\n",
" <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127826</th>\n",
" <td>POLYGON ((500675.6961000003 116177.7707999988,...</td>\n",
" <td>5040624</td>\n",
" <td>16</td>\n",
" <td>{BB65E7D9-0DD9-47E5-A251-7F6DF885C56D}</td>\n",
" <td>500676.071033</td>\n",
" <td>116178.084003</td>\n",
" <td>2.806383</td>\n",
" <td>49</td>\n",
" <td>106.0</td>\n",
" <td>0.000000</td>\n",
" <td>966.961723</td>\n",
" <td>0.000000</td>\n",
" <td>0.000000</td>\n",
" <td>500500.0</td>\n",
" <td>116000.0</td>\n",
" <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127827</th>\n",
" <td>POLYGON ((500676.613499999 116180.1681999978, ...</td>\n",
" <td>5040625</td>\n",
" <td>17</td>\n",
" <td>{BB65E7D9-0DD9-47E5-A251-7F6DF885C56D}</td>\n",
" <td>500676.740392</td>\n",
" <td>116178.924327</td>\n",
" <td>2.806284</td>\n",
" <td>49</td>\n",
" <td>151.0</td>\n",
" <td>0.000000</td>\n",
" <td>510.325406</td>\n",
" <td>0.000000</td>\n",
" <td>0.000000</td>\n",
" <td>500500.0</td>\n",
" <td>116000.0</td>\n",
" <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127828</th>\n",
" <td>POLYGON ((500678.2897999994 116179.6861999995,...</td>\n",
" <td>5040626</td>\n",
" <td>18</td>\n",
" <td>{BB65E7D9-0DD9-47E5-A251-7F6DF885C56D}</td>\n",
" <td>500677.807871</td>\n",
" <td>116179.045210</td>\n",
" <td>2.806483</td>\n",
" <td>49</td>\n",
" <td>-164.0</td>\n",
" <td>0.000000</td>\n",
" <td>497.476603</td>\n",
" <td>0.000000</td>\n",
" <td>0.000000</td>\n",
" <td>500500.0</td>\n",
" <td>116000.0</td>\n",
" <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127829</th>\n",
" <td>POLYGON ((500678.8658999988 116178.6436000002,...</td>\n",
" <td>5040627</td>\n",
" <td>19</td>\n",
" <td>{BB65E7D9-0DD9-47E5-A251-7F6DF885C56D}</td>\n",
" <td>500679.337355</td>\n",
" <td>116178.333466</td>\n",
" <td>4.190123</td>\n",
" <td>49</td>\n",
" <td>-119.0</td>\n",
" <td>0.000000</td>\n",
" <td>742.288305</td>\n",
" <td>0.000000</td>\n",
" <td>0.000000</td>\n",
" <td>500500.0</td>\n",
" <td>116000.0</td>\n",
" <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127830</th>\n",
" <td>POLYGON ((500681.7432999983 116177.3683999987,...</td>\n",
" <td>5040628</td>\n",
" <td>20</td>\n",
" <td>{BB65E7D9-0DD9-47E5-A251-7F6DF885C56D}</td>\n",
" <td>500680.507942</td>\n",
" <td>116176.823518</td>\n",
" <td>14.636840</td>\n",
" <td>49</td>\n",
" <td>-74.0</td>\n",
" <td>0.554022</td>\n",
" <td>1217.226459</td>\n",
" <td>91.769821</td>\n",
" <td>6.269784</td>\n",
" <td>500500.0</td>\n",
" <td>116000.0</td>\n",
" <td>0.091770</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127831</th>\n",
" <td>POLYGON ((500682.2300000004 116186.5349999959,...</td>\n",
" <td>5040629</td>\n",
" <td>21</td>\n",
" <td>{BB65E7D9-0DD9-47E5-A251-7F6DF885C56D}</td>\n",
" <td>500682.957402</td>\n",
" <td>116187.459985</td>\n",
" <td>3.631134</td>\n",
" <td>41</td>\n",
" <td>-168.0</td>\n",
" <td>0.000000</td>\n",
" <td>576.438928</td>\n",
" <td>0.000000</td>\n",
" <td>0.000000</td>\n",
" <td>500500.0</td>\n",
" <td>116000.0</td>\n",
" <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127832</th>\n",
" <td>POLYGON ((500682.2300000004 116186.5349999959,...</td>\n",
" <td>5040630</td>\n",
" <td>22</td>\n",
" <td>{BB65E7D9-0DD9-47E5-A251-7F6DF885C56D}</td>\n",
" <td>500682.478424</td>\n",
" <td>116185.222300</td>\n",
" <td>3.655874</td>\n",
" <td>42</td>\n",
" <td>12.0</td>\n",
" <td>0.000000</td>\n",
" <td>1439.501099</td>\n",
" <td>0.000000</td>\n",
" <td>0.000000</td>\n",
" <td>500500.0</td>\n",
" <td>116000.0</td>\n",
" <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127833</th>\n",
" <td>POLYGON ((500685.835000001 116187.828800002, 5...</td>\n",
" <td>5040631</td>\n",
" <td>23</td>\n",
" <td>{BB65E7D9-0DD9-47E5-A251-7F6DF885C56D}</td>\n",
" <td>500684.899910</td>\n",
" <td>116185.900353</td>\n",
" <td>8.957466</td>\n",
" <td>44</td>\n",
" <td>-78.0</td>\n",
" <td>0.000000</td>\n",
" <td>1140.061033</td>\n",
" <td>0.000000</td>\n",
" <td>0.000000</td>\n",
" <td>500500.0</td>\n",
" <td>116000.0</td>\n",
" <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127834</th>\n",
" <td>POLYGON ((500684.9825000018 116183.9600000009,...</td>\n",
" <td>5040632</td>\n",
" <td>24</td>\n",
" <td>{BB65E7D9-0DD9-47E5-A251-7F6DF885C56D}</td>\n",
" <td>500683.918864</td>\n",
" <td>116184.218422</td>\n",
" <td>5.736790</td>\n",
" <td>41</td>\n",
" <td>-29.0</td>\n",
" <td>0.000000</td>\n",
" <td>1070.789635</td>\n",
" <td>0.000000</td>\n",
" <td>0.000000</td>\n",
" <td>500500.0</td>\n",
" <td>116000.0</td>\n",
" <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127835</th>\n",
" <td>POLYGON ((500683.8938000016 116187.1321000004,...</td>\n",
" <td>5040633</td>\n",
" <td>25</td>\n",
" <td>{BB65E7D9-0DD9-47E5-A251-7F6DF885C56D}</td>\n",
" <td>500684.704211</td>\n",
" <td>116187.817269</td>\n",
" <td>5.719174</td>\n",
" <td>41</td>\n",
" <td>-127.0</td>\n",
" <td>0.000000</td>\n",
" <td>775.347295</td>\n",
" <td>0.000000</td>\n",
" <td>0.000000</td>\n",
" <td>500500.0</td>\n",
" <td>116000.0</td>\n",
" <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127836</th>\n",
" <td>POLYGON ((500646.7829999999 116199.5452000053,...</td>\n",
" <td>5040634</td>\n",
" <td>26</td>\n",
" <td>{BB65E7D9-0DD9-47E5-A251-7F6DF885C56D}</td>\n",
" <td>500647.351315</td>\n",
" <td>116198.083852</td>\n",
" <td>106.907683</td>\n",
" <td>50</td>\n",
" <td>-161.0</td>\n",
" <td>14.594461</td>\n",
" <td>453.801370</td>\n",
" <td>914.685364</td>\n",
" <td>8.555843</td>\n",
" <td>500500.0</td>\n",
" <td>116000.0</td>\n",
" <td>0.914685</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127837</th>\n",
" <td>POLYGON ((500656.6295999996 116183.4482000007,...</td>\n",
" <td>5040635</td>\n",
" <td>27</td>\n",
" <td>{BB65E7D9-0DD9-47E5-A251-7F6DF885C56D}</td>\n",
" <td>500643.360094</td>\n",
" <td>116186.651069</td>\n",
" <td>106.319154</td>\n",
" <td>50</td>\n",
" <td>19.0</td>\n",
" <td>23.045314</td>\n",
" <td>1311.534475</td>\n",
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"<p>6131 rows × 16 columns</p>\n",
"</div>"
],
"text/plain": [
" geometry DF_UID DF_NUMMER \\\n",
"108600 POLYGON ((498802.1068999991 114749.9400000024,... 5020085 2 \n",
"108665 POLYGON ((499041.1651000008 114750.3462999959,... 5020156 4 \n",
"108666 POLYGON ((499042.1341000013 114753.5762999979,... 5020157 5 \n",
"108667 POLYGON ((499044.522500001 114761.5363000008, ... 5020158 6 \n",
"108671 POLYGON ((499042.2237999998 114764.3924999988,... 5020162 1 \n",
"... ... ... ... \n",
"127852 POLYGON ((500682.8739 116182.8787000001, 50068... 5040653 45 \n",
"127853 POLYGON ((500686.5500000007 116199.1913000011,... 5040654 46 \n",
"127854 POLYGON ((500681.2225000001 116175.0037999954,... 5040655 47 \n",
"127855 POLYGON ((500676.7472000011 116176.9078000032,... 5040656 48 \n",
"127957 POLYGON ((500739.7525000014 116238.2788000034,... 5040766 1 \n",
"\n",
" SB_UUID XCOORD YCOORD \\\n",
"108600 {A22BA651-3FF3-48BA-B28E-CB9C6FFCFC16} 498784.961194 114754.068581 \n",
"108665 {9C11370B-3996-4913-A6D9-D8EC985F07D9} 499028.492349 114753.542009 \n",
"108666 {9C11370B-3996-4913-A6D9-D8EC985F07D9} 499030.550941 114760.403949 \n",
"108667 {9C11370B-3996-4913-A6D9-D8EC985F07D9} 499031.800709 114764.570250 \n",
"108671 {EAEF6021-266A-451E-BBAF-0290AD92036E} 499032.396744 114766.207754 \n",
"... ... ... ... \n",
"127852 {BB65E7D9-0DD9-47E5-A251-7F6DF885C56D} 500681.526435 116181.625377 \n",
"127853 {BB65E7D9-0DD9-47E5-A251-7F6DF885C56D} 500684.148094 116192.845980 \n",
"127854 {BB65E7D9-0DD9-47E5-A251-7F6DF885C56D} 500681.360275 116174.953721 \n",
"127855 {BB65E7D9-0DD9-47E5-A251-7F6DF885C56D} 500677.280085 116176.444388 \n",
"127957 {438BE7AE-3AE6-43B4-A367-80CBCD18AFC4} 500735.055958 116239.104835 \n",
"\n",
" FLAECHE NEIGUNG AUSRICHTUNG available_area yearly_kWh_m2 \\\n",
"108600 233.883854 7 179.0 150.158666 1114.959792 \n",
"108665 196.738184 13 17.0 111.895562 1294.197626 \n",
"108666 204.298595 13 17.0 118.769829 1290.454145 \n",
"108667 38.341596 0 0.0 0.000000 1138.377279 \n",
"108671 43.695468 0 0.0 0.126912 893.149071 \n",
"... ... ... ... ... ... \n",
"127852 28.036700 46 -78.0 4.456551 1126.982107 \n",
"127853 42.979190 46 -78.0 6.978769 1150.338859 \n",
"127854 0.166384 50 -28.0 0.000000 1297.757480 \n",
"127855 0.071865 50 -28.0 0.000000 1297.757480 \n",
"127957 10.744872 28 16.0 0.000000 1442.002446 \n",
"\n",
" yearly_PV_kWh PV_norm x_pixel y_pixel Annual_PV_MWh \n",
"108600 22927.451172 98.029217 499000.0 115000.0 22.927452 \n",
"108665 19692.794922 100.096456 499000.0 115000.0 19.692795 \n",
"108666 20836.904297 101.992401 499000.0 115000.0 20.836905 \n",
"108667 0.000000 0.000000 499000.0 115000.0 0.000000 \n",
"108671 15.228899 0.348524 499000.0 115000.0 0.015229 \n",
"... ... ... ... ... ... \n",
"127852 684.974548 24.431354 500500.0 116000.0 0.684975 \n",
"127853 1094.713501 25.470780 500500.0 116000.0 1.094713 \n",
"127854 0.000000 0.000000 500500.0 116000.0 0.000000 \n",
"127855 0.000000 0.000000 500500.0 116000.0 0.000000 \n",
"127957 0.000000 0.000000 500500.0 116000.0 0.000000 \n",
"\n",
"[6131 rows x 16 columns]"
]
},
"execution_count": 43,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"roof_set"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {},
"outputs": [],
"source": [
"fp = \"/Users/alinawalch/Documents/OneDrive - epfl.ch/Publications/PV_potential/data_figures/roof_sample_GVA/roof_sample_GVA.shp\"\n",
"roof_set.to_file( fp )"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [],
"source": [
"roofs_suitable = roof_set[(abs(roof_set.AUSRICHTUNG) <= 90) & (roof_set.available_area >= 8) ]\n",
"roofs_unsuitable = roof_set[(abs(roof_set.AUSRICHTUNG) > 90) | (roof_set.available_area < 8) ]\n",
"\n",
"roofs_unsuitable_both = roof_set[(abs(roof_set.AUSRICHTUNG) > 90) & (roof_set.available_area < 8) ]\n",
"roofs_unsuitable_area = roof_set[(roof_set.available_area < 8) & (abs(roof_set.AUSRICHTUNG) <= 90) ]\n",
"roofs_unsuitable_aspect = roof_set[(abs(roof_set.AUSRICHTUNG) > 90) & (roof_set.available_area >= 8) ]"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [
{
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" });\n",
"\n",
" canvas_div.append(canvas);\n",
" canvas_div.append(rubberband);\n",
"\n",
" this.rubberband = rubberband;\n",
" this.rubberband_canvas = rubberband[0];\n",
" this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
" this.rubberband_context.strokeStyle = \"#000000\";\n",
"\n",
" this._resize_canvas = function(width, height) {\n",
" // Keep the size of the canvas, canvas container, and rubber band\n",
" // canvas in synch.\n",
" canvas_div.css('width', width)\n",
" canvas_div.css('height', height)\n",
"\n",
" canvas.attr('width', width * mpl.ratio);\n",
" canvas.attr('height', height * mpl.ratio);\n",
" canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
"\n",
" rubberband.attr('width', width);\n",
" rubberband.attr('height', height);\n",
" }\n",
"\n",
" // Set the figure to an initial 600x600px, this will subsequently be updated\n",
" // upon first draw.\n",
" this._resize_canvas(600, 600);\n",
"\n",
" // Disable right mouse context menu.\n",
" $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
" return false;\n",
" });\n",
"\n",
" function set_focus () {\n",
" canvas.focus();\n",
" canvas_div.focus();\n",
" }\n",
"\n",
" window.setTimeout(set_focus, 100);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>');\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items) {\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) {\n",
" // put a spacer in here.\n",
" continue;\n",
" }\n",
" var button = $('<button/>');\n",
" button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
" 'ui-button-icon-only');\n",
" button.attr('role', 'button');\n",
" button.attr('aria-disabled', 'false');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
"\n",
" var icon_img = $('<span/>');\n",
" icon_img.addClass('ui-button-icon-primary ui-icon');\n",
" icon_img.addClass(image);\n",
" icon_img.addClass('ui-corner-all');\n",
"\n",
" var tooltip_span = $('<span/>');\n",
" tooltip_span.addClass('ui-button-text');\n",
" tooltip_span.html(tooltip);\n",
"\n",
" button.append(icon_img);\n",
" button.append(tooltip_span);\n",
"\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" var fmt_picker_span = $('<span/>');\n",
"\n",
" var fmt_picker = $('<select/>');\n",
" fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
" fmt_picker_span.append(fmt_picker);\n",
" nav_element.append(fmt_picker_span);\n",
" this.format_dropdown = fmt_picker[0];\n",
"\n",
" for (var ind in mpl.extensions) {\n",
" var fmt = mpl.extensions[ind];\n",
" var option = $(\n",
" '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
" fmt_picker.append(option);\n",
" }\n",
"\n",
" // Add hover states to the ui-buttons\n",
" $( \".ui-button\" ).hover(\n",
" function() { $(this).addClass(\"ui-state-hover\");},\n",
" function() { $(this).removeClass(\"ui-state-hover\");}\n",
" );\n",
"\n",
" var status_bar = $('<span class=\"mpl-message\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"}\n",
"\n",
"mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
" // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
" // which will in turn request a refresh of the image.\n",
" this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
"}\n",
"\n",
"mpl.figure.prototype.send_message = function(type, properties) {\n",
" properties['type'] = type;\n",
" properties['figure_id'] = this.id;\n",
" this.ws.send(JSON.stringify(properties));\n",
"}\n",
"\n",
"mpl.figure.prototype.send_draw_message = function() {\n",
" if (!this.waiting) {\n",
" this.waiting = true;\n",
" this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
" }\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" var format_dropdown = fig.format_dropdown;\n",
" var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
" fig.ondownload(fig, format);\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
" var size = msg['size'];\n",
" if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
" fig._resize_canvas(size[0], size[1]);\n",
" fig.send_message(\"refresh\", {});\n",
" };\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
" var x0 = msg['x0'] / mpl.ratio;\n",
" var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
" var x1 = msg['x1'] / mpl.ratio;\n",
" var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
" x0 = Math.floor(x0) + 0.5;\n",
" y0 = Math.floor(y0) + 0.5;\n",
" x1 = Math.floor(x1) + 0.5;\n",
" y1 = Math.floor(y1) + 0.5;\n",
" var min_x = Math.min(x0, x1);\n",
" var min_y = Math.min(y0, y1);\n",
" var width = Math.abs(x1 - x0);\n",
" var height = Math.abs(y1 - y0);\n",
"\n",
" fig.rubberband_context.clearRect(\n",
" 0, 0, fig.canvas.width, fig.canvas.height);\n",
"\n",
" fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
" // Updates the figure title.\n",
" fig.header.textContent = msg['label'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
" var cursor = msg['cursor'];\n",
" switch(cursor)\n",
" {\n",
" case 0:\n",
" cursor = 'pointer';\n",
" break;\n",
" case 1:\n",
" cursor = 'default';\n",
" break;\n",
" case 2:\n",
" cursor = 'crosshair';\n",
" break;\n",
" case 3:\n",
" cursor = 'move';\n",
" break;\n",
" }\n",
" fig.rubberband_canvas.style.cursor = cursor;\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_message = function(fig, msg) {\n",
" fig.message.textContent = msg['message'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
" // Request the server to send over a new figure.\n",
" fig.send_draw_message();\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
" fig.image_mode = msg['mode'];\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Called whenever the canvas gets updated.\n",
" this.send_message(\"ack\", {});\n",
"}\n",
"\n",
"// A function to construct a web socket function for onmessage handling.\n",
"// Called in the figure constructor.\n",
"mpl.figure.prototype._make_on_message_function = function(fig) {\n",
" return function socket_on_message(evt) {\n",
" if (evt.data instanceof Blob) {\n",
" /* FIXME: We get \"Resource interpreted as Image but\n",
" * transferred with MIME type text/plain:\" errors on\n",
" * Chrome. But how to set the MIME type? It doesn't seem\n",
" * to be part of the websocket stream */\n",
" evt.data.type = \"image/png\";\n",
"\n",
" /* Free the memory for the previous frames */\n",
" if (fig.imageObj.src) {\n",
" (window.URL || window.webkitURL).revokeObjectURL(\n",
" fig.imageObj.src);\n",
" }\n",
"\n",
" fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
" evt.data);\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
" else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
" fig.imageObj.src = evt.data;\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
"\n",
" var msg = JSON.parse(evt.data);\n",
" var msg_type = msg['type'];\n",
"\n",
" // Call the \"handle_{type}\" callback, which takes\n",
" // the figure and JSON message as its only arguments.\n",
" try {\n",
" var callback = fig[\"handle_\" + msg_type];\n",
" } catch (e) {\n",
" console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
" return;\n",
" }\n",
"\n",
" if (callback) {\n",
" try {\n",
" // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
" callback(fig, msg);\n",
" } catch (e) {\n",
" console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
" }\n",
" }\n",
" };\n",
"}\n",
"\n",
"// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
"mpl.findpos = function(e) {\n",
" //this section is from http://www.quirksmode.org/js/events_properties.html\n",
" var targ;\n",
" if (!e)\n",
" e = window.event;\n",
" if (e.target)\n",
" targ = e.target;\n",
" else if (e.srcElement)\n",
" targ = e.srcElement;\n",
" if (targ.nodeType == 3) // defeat Safari bug\n",
" targ = targ.parentNode;\n",
"\n",
" // jQuery normalizes the pageX and pageY\n",
" // pageX,Y are the mouse positions relative to the document\n",
" // offset() returns the position of the element relative to the document\n",
" var x = e.pageX - $(targ).offset().left;\n",
" var y = e.pageY - $(targ).offset().top;\n",
"\n",
" return {\"x\": x, \"y\": y};\n",
"};\n",
"\n",
"/*\n",
" * return a copy of an object with only non-object keys\n",
" * we need this to avoid circular references\n",
" * http://stackoverflow.com/a/24161582/3208463\n",
" */\n",
"function simpleKeys (original) {\n",
" return Object.keys(original).reduce(function (obj, key) {\n",
" if (typeof original[key] !== 'object')\n",
" obj[key] = original[key]\n",
" return obj;\n",
" }, {});\n",
"}\n",
"\n",
"mpl.figure.prototype.mouse_event = function(event, name) {\n",
" var canvas_pos = mpl.findpos(event)\n",
"\n",
" if (name === 'button_press')\n",
" {\n",
" this.canvas.focus();\n",
" this.canvas_div.focus();\n",
" }\n",
"\n",
" var x = canvas_pos.x * mpl.ratio;\n",
" var y = canvas_pos.y * mpl.ratio;\n",
"\n",
" this.send_message(name, {x: x, y: y, button: event.button,\n",
" step: event.step,\n",
" guiEvent: simpleKeys(event)});\n",
"\n",
" /* This prevents the web browser from automatically changing to\n",
" * the text insertion cursor when the button is pressed. We want\n",
" * to control all of the cursor setting manually through the\n",
" * 'cursor' event from matplotlib */\n",
" event.preventDefault();\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" // Handle any extra behaviour associated with a key event\n",
"}\n",
"\n",
"mpl.figure.prototype.key_event = function(event, name) {\n",
"\n",
" // Prevent repeat events\n",
" if (name == 'key_press')\n",
" {\n",
" if (event.which === this._key)\n",
" return;\n",
" else\n",
" this._key = event.which;\n",
" }\n",
" if (name == 'key_release')\n",
" this._key = null;\n",
"\n",
" var value = '';\n",
" if (event.ctrlKey && event.which != 17)\n",
" value += \"ctrl+\";\n",
" if (event.altKey && event.which != 18)\n",
" value += \"alt+\";\n",
" if (event.shiftKey && event.which != 16)\n",
" value += \"shift+\";\n",
"\n",
" value += 'k';\n",
" value += event.which.toString();\n",
"\n",
" this._key_event_extra(event, name);\n",
"\n",
" this.send_message(name, {key: value,\n",
" guiEvent: simpleKeys(event)});\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
" if (name == 'download') {\n",
" this.handle_save(this, null);\n",
" } else {\n",
" this.send_message(\"toolbar_button\", {name: name});\n",
" }\n",
"};\n",
"\n",
"mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
" this.message.textContent = tooltip;\n",
"};\n",
"mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
"\n",
"mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
"\n",
"mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
" // Create a \"websocket\"-like object which calls the given IPython comm\n",
" // object with the appropriate methods. Currently this is a non binary\n",
" // socket, so there is still some room for performance tuning.\n",
" var ws = {};\n",
"\n",
" ws.close = function() {\n",
" comm.close()\n",
" };\n",
" ws.send = function(m) {\n",
" //console.log('sending', m);\n",
" comm.send(m);\n",
" };\n",
" // Register the callback with on_msg.\n",
" comm.on_msg(function(msg) {\n",
" //console.log('receiving', msg['content']['data'], msg);\n",
" // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
" ws.onmessage(msg['content']['data'])\n",
" });\n",
" return ws;\n",
"}\n",
"\n",
"mpl.mpl_figure_comm = function(comm, msg) {\n",
" // This is the function which gets called when the mpl process\n",
" // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
"\n",
" var id = msg.content.data.id;\n",
" // Get hold of the div created by the display call when the Comm\n",
" // socket was opened in Python.\n",
" var element = $(\"#\" + id);\n",
" var ws_proxy = comm_websocket_adapter(comm)\n",
"\n",
" function ondownload(figure, format) {\n",
" window.open(figure.imageObj.src);\n",
" }\n",
"\n",
" var fig = new mpl.figure(id, ws_proxy,\n",
" ondownload,\n",
" element.get(0));\n",
"\n",
" // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
" // web socket which is closed, not our websocket->open comm proxy.\n",
" ws_proxy.onopen();\n",
"\n",
" fig.parent_element = element.get(0);\n",
" fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
" if (!fig.cell_info) {\n",
" console.error(\"Failed to find cell for figure\", id, fig);\n",
" return;\n",
" }\n",
"\n",
" var output_index = fig.cell_info[2]\n",
" var cell = fig.cell_info[0];\n",
"\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_close = function(fig, msg) {\n",
" var width = fig.canvas.width/mpl.ratio\n",
" fig.root.unbind('remove')\n",
"\n",
" // Update the output cell to use the data from the current canvas.\n",
" fig.push_to_output();\n",
" var dataURL = fig.canvas.toDataURL();\n",
" // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
" // the notebook keyboard shortcuts fail.\n",
" IPython.keyboard_manager.enable()\n",
" $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
" fig.close_ws(fig, msg);\n",
"}\n",
"\n",
"mpl.figure.prototype.close_ws = function(fig, msg){\n",
" fig.send_message('closing', msg);\n",
" // fig.ws.close()\n",
"}\n",
"\n",
"mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
" // Turn the data on the canvas into data in the output cell.\n",
" var width = this.canvas.width/mpl.ratio\n",
" var dataURL = this.canvas.toDataURL();\n",
" this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Tell IPython that the notebook contents must change.\n",
" IPython.notebook.set_dirty(true);\n",
" this.send_message(\"ack\", {});\n",
" var fig = this;\n",
" // Wait a second, then push the new image to the DOM so\n",
" // that it is saved nicely (might be nice to debounce this).\n",
" setTimeout(function () { fig.push_to_output() }, 1000);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>');\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items){\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) { continue; };\n",
"\n",
" var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" // Add the status bar.\n",
" var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"\n",
" // Add the close button to the window.\n",
" var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
" var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
" button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
" button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
" buttongrp.append(button);\n",
" var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
" titlebar.prepend(buttongrp);\n",
"}\n",
"\n",
"mpl.figure.prototype._root_extra_style = function(el){\n",
" var fig = this\n",
" el.on(\"remove\", function(){\n",
"\tfig.close_ws(fig, {});\n",
" });\n",
"}\n",
"\n",
"mpl.figure.prototype._canvas_extra_style = function(el){\n",
" // this is important to make the div 'focusable\n",
" el.attr('tabindex', 0)\n",
" // reach out to IPython and tell the keyboard manager to turn it's self\n",
" // off when our div gets focus\n",
"\n",
" // location in version 3\n",
" if (IPython.notebook.keyboard_manager) {\n",
" IPython.notebook.keyboard_manager.register_events(el);\n",
" }\n",
" else {\n",
" // location in version 2\n",
" IPython.keyboard_manager.register_events(el);\n",
" }\n",
"\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" var manager = IPython.notebook.keyboard_manager;\n",
" if (!manager)\n",
" manager = IPython.keyboard_manager;\n",
"\n",
" // Check for shift+enter\n",
" if (event.shiftKey && event.which == 13) {\n",
" this.canvas_div.blur();\n",
" event.shiftKey = false;\n",
" // Send a \"J\" for go to next cell\n",
" event.which = 74;\n",
" event.keyCode = 74;\n",
" manager.command_mode();\n",
" manager.handle_keydown(event);\n",
" }\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" fig.ondownload(fig, null);\n",
"}\n",
"\n",
"\n",
"mpl.find_output_cell = function(html_output) {\n",
" // Return the cell and output element which can be found *uniquely* in the notebook.\n",
" // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
" // IPython event is triggered only after the cells have been serialised, which for\n",
" // our purposes (turning an active figure into a static one), is too late.\n",
" var cells = IPython.notebook.get_cells();\n",
" var ncells = cells.length;\n",
" for (var i=0; i<ncells; i++) {\n",
" var cell = cells[i];\n",
" if (cell.cell_type === 'code'){\n",
" for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
" var data = cell.output_area.outputs[j];\n",
" if (data.data) {\n",
" // IPython >= 3 moved mimebundle to data attribute of output\n",
" data = data.data;\n",
" }\n",
" if (data['text/html'] == html_output) {\n",
" return [cell, data, j];\n",
" }\n",
" }\n",
" }\n",
" }\n",
"}\n",
"\n",
"// Register the function which deals with the matplotlib target/channel.\n",
"// The kernel may be null if the page has been refreshed.\n",
"if (IPython.notebook.kernel != null) {\n",
" IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
"}\n"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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\" width=\"450\">"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"VMAX = 100\n",
"linecolor = 'k'\n",
"LW = 0.1\n",
"matplotlib.rcParams.update({'font.size': 14})\n",
"\n",
"fig, ax = plt.subplots(figsize = (4.5, 5.8)) # figsize = (10, 10)\n",
"\n",
"# plt.imshow(data_swapped, extent = (x0, x1, y0, y1), alpha = 0.4, origin = 'lower')\n",
"roofs_suitable.plot( ax = ax, column = 'PV_norm', cmap = cm_PV, vmax = VMAX,\n",
" edgecolor = linecolor, lw = LW, alpha = 0.7,\n",
" legend=False)\n",
"roofs_unsuitable.plot( ax = ax, color = 'lightgrey',\n",
" edgecolor = linecolor, lw = LW, alpha = 0.7, \n",
" legend=False)\n",
"\n",
"# add colorbar\n",
"norm = matplotlib.colors.Normalize(vmin=roof_set.PV_norm.min(), vmax=VMAX)\n",
"cbar = plt.cm.ScalarMappable(norm=norm, cmap=cm_PV)\n",
"ax_cbar = fig.colorbar(cbar, ax=ax, extend = 'max', orientation = 'horizontal')\n",
"# add label for the colorbar\n",
"ax_cbar.set_label('Normalized PV potential ($kWh/m^2_{roof}$)')\n",
"\n",
"excl = mpatches.Patch(color='lightgrey', label='Unsuitable')\n",
"plt.legend(handles=[excl], loc = 1, framealpha = 0.85)\n",
"\n",
"# plt.ylim((115260, 115760))\n",
"# plt.xlim((499590, 500090))\n",
"\n",
"plt.show()\n",
"# plt.savefig('PVpot_roofs.jpg', dpi = 1000)"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {},
"outputs": [],
"source": [
"src_ds = gdal.Open( \"/Users/alinawalch/Documents/EPFL/data/swissimage_example_2.tif\" )\n",
"data = src_ds.ReadAsArray()\n",
"\n",
"# get array in right format\n",
"data_swapped = np.swapaxes(data,0,2)\n",
"data_swapped = np.swapaxes(data_swapped,0,1)\n",
"\n",
"# extract coordinates\n",
"x0, dx, dxdy, y0, dydx, dy = src_ds.GetGeoTransform()\n",
"x1 = x0+dx*data_swapped.shape[0]\n",
"y1 = y0+dy*data_swapped.shape[1]"
]
},
{
"cell_type": "code",
"execution_count": 42,
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"application/javascript": [
"/* Put everything inside the global mpl namespace */\n",
"window.mpl = {};\n",
"\n",
"\n",
"mpl.get_websocket_type = function() {\n",
" if (typeof(WebSocket) !== 'undefined') {\n",
" return WebSocket;\n",
" } else if (typeof(MozWebSocket) !== 'undefined') {\n",
" return MozWebSocket;\n",
" } else {\n",
" alert('Your browser does not have WebSocket support. ' +\n",
" 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
" 'Firefox 4 and 5 are also supported but you ' +\n",
" 'have to enable WebSockets in about:config.');\n",
" };\n",
"}\n",
"\n",
"mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
" this.id = figure_id;\n",
"\n",
" this.ws = websocket;\n",
"\n",
" this.supports_binary = (this.ws.binaryType != undefined);\n",
"\n",
" if (!this.supports_binary) {\n",
" var warnings = document.getElementById(\"mpl-warnings\");\n",
" if (warnings) {\n",
" warnings.style.display = 'block';\n",
" warnings.textContent = (\n",
" \"This browser does not support binary websocket messages. \" +\n",
" \"Performance may be slow.\");\n",
" }\n",
" }\n",
"\n",
" this.imageObj = new Image();\n",
"\n",
" this.context = undefined;\n",
" this.message = undefined;\n",
" this.canvas = undefined;\n",
" this.rubberband_canvas = undefined;\n",
" this.rubberband_context = undefined;\n",
" this.format_dropdown = undefined;\n",
"\n",
" this.image_mode = 'full';\n",
"\n",
" this.root = $('<div/>');\n",
" this._root_extra_style(this.root)\n",
" this.root.attr('style', 'display: inline-block');\n",
"\n",
" $(parent_element).append(this.root);\n",
"\n",
" this._init_header(this);\n",
" this._init_canvas(this);\n",
" this._init_toolbar(this);\n",
"\n",
" var fig = this;\n",
"\n",
" this.waiting = false;\n",
"\n",
" this.ws.onopen = function () {\n",
" fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
" fig.send_message(\"send_image_mode\", {});\n",
" if (mpl.ratio != 1) {\n",
" fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
" }\n",
" fig.send_message(\"refresh\", {});\n",
" }\n",
"\n",
" this.imageObj.onload = function() {\n",
" if (fig.image_mode == 'full') {\n",
" // Full images could contain transparency (where diff images\n",
" // almost always do), so we need to clear the canvas so that\n",
" // there is no ghosting.\n",
" fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
" }\n",
" fig.context.drawImage(fig.imageObj, 0, 0);\n",
" };\n",
"\n",
" this.imageObj.onunload = function() {\n",
" fig.ws.close();\n",
" }\n",
"\n",
" this.ws.onmessage = this._make_on_message_function(this);\n",
"\n",
" this.ondownload = ondownload;\n",
"}\n",
"\n",
"mpl.figure.prototype._init_header = function() {\n",
" var titlebar = $(\n",
" '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
" 'ui-helper-clearfix\"/>');\n",
" var titletext = $(\n",
" '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
" 'text-align: center; padding: 3px;\"/>');\n",
" titlebar.append(titletext)\n",
" this.root.append(titlebar);\n",
" this.header = titletext[0];\n",
"}\n",
"\n",
"\n",
"\n",
"mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
"\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
"\n",
"}\n",
"\n",
"mpl.figure.prototype._init_canvas = function() {\n",
" var fig = this;\n",
"\n",
" var canvas_div = $('<div/>');\n",
"\n",
" canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
"\n",
" function canvas_keyboard_event(event) {\n",
" return fig.key_event(event, event['data']);\n",
" }\n",
"\n",
" canvas_div.keydown('key_press', canvas_keyboard_event);\n",
" canvas_div.keyup('key_release', canvas_keyboard_event);\n",
" this.canvas_div = canvas_div\n",
" this._canvas_extra_style(canvas_div)\n",
" this.root.append(canvas_div);\n",
"\n",
" var canvas = $('<canvas/>');\n",
" canvas.addClass('mpl-canvas');\n",
" canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
"\n",
" this.canvas = canvas[0];\n",
" this.context = canvas[0].getContext(\"2d\");\n",
"\n",
" var backingStore = this.context.backingStorePixelRatio ||\n",
"\tthis.context.webkitBackingStorePixelRatio ||\n",
"\tthis.context.mozBackingStorePixelRatio ||\n",
"\tthis.context.msBackingStorePixelRatio ||\n",
"\tthis.context.oBackingStorePixelRatio ||\n",
"\tthis.context.backingStorePixelRatio || 1;\n",
"\n",
" mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
"\n",
" var rubberband = $('<canvas/>');\n",
" rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
"\n",
" var pass_mouse_events = true;\n",
"\n",
" canvas_div.resizable({\n",
" start: function(event, ui) {\n",
" pass_mouse_events = false;\n",
" },\n",
" resize: function(event, ui) {\n",
" fig.request_resize(ui.size.width, ui.size.height);\n",
" },\n",
" stop: function(event, ui) {\n",
" pass_mouse_events = true;\n",
" fig.request_resize(ui.size.width, ui.size.height);\n",
" },\n",
" });\n",
"\n",
" function mouse_event_fn(event) {\n",
" if (pass_mouse_events)\n",
" return fig.mouse_event(event, event['data']);\n",
" }\n",
"\n",
" rubberband.mousedown('button_press', mouse_event_fn);\n",
" rubberband.mouseup('button_release', mouse_event_fn);\n",
" // Throttle sequential mouse events to 1 every 20ms.\n",
" rubberband.mousemove('motion_notify', mouse_event_fn);\n",
"\n",
" rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
" rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
"\n",
" canvas_div.on(\"wheel\", function (event) {\n",
" event = event.originalEvent;\n",
" event['data'] = 'scroll'\n",
" if (event.deltaY < 0) {\n",
" event.step = 1;\n",
" } else {\n",
" event.step = -1;\n",
" }\n",
" mouse_event_fn(event);\n",
" });\n",
"\n",
" canvas_div.append(canvas);\n",
" canvas_div.append(rubberband);\n",
"\n",
" this.rubberband = rubberband;\n",
" this.rubberband_canvas = rubberband[0];\n",
" this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
" this.rubberband_context.strokeStyle = \"#000000\";\n",
"\n",
" this._resize_canvas = function(width, height) {\n",
" // Keep the size of the canvas, canvas container, and rubber band\n",
" // canvas in synch.\n",
" canvas_div.css('width', width)\n",
" canvas_div.css('height', height)\n",
"\n",
" canvas.attr('width', width * mpl.ratio);\n",
" canvas.attr('height', height * mpl.ratio);\n",
" canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
"\n",
" rubberband.attr('width', width);\n",
" rubberband.attr('height', height);\n",
" }\n",
"\n",
" // Set the figure to an initial 600x600px, this will subsequently be updated\n",
" // upon first draw.\n",
" this._resize_canvas(600, 600);\n",
"\n",
" // Disable right mouse context menu.\n",
" $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
" return false;\n",
" });\n",
"\n",
" function set_focus () {\n",
" canvas.focus();\n",
" canvas_div.focus();\n",
" }\n",
"\n",
" window.setTimeout(set_focus, 100);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>');\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items) {\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) {\n",
" // put a spacer in here.\n",
" continue;\n",
" }\n",
" var button = $('<button/>');\n",
" button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
" 'ui-button-icon-only');\n",
" button.attr('role', 'button');\n",
" button.attr('aria-disabled', 'false');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
"\n",
" var icon_img = $('<span/>');\n",
" icon_img.addClass('ui-button-icon-primary ui-icon');\n",
" icon_img.addClass(image);\n",
" icon_img.addClass('ui-corner-all');\n",
"\n",
" var tooltip_span = $('<span/>');\n",
" tooltip_span.addClass('ui-button-text');\n",
" tooltip_span.html(tooltip);\n",
"\n",
" button.append(icon_img);\n",
" button.append(tooltip_span);\n",
"\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" var fmt_picker_span = $('<span/>');\n",
"\n",
" var fmt_picker = $('<select/>');\n",
" fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
" fmt_picker_span.append(fmt_picker);\n",
" nav_element.append(fmt_picker_span);\n",
" this.format_dropdown = fmt_picker[0];\n",
"\n",
" for (var ind in mpl.extensions) {\n",
" var fmt = mpl.extensions[ind];\n",
" var option = $(\n",
" '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
" fmt_picker.append(option);\n",
" }\n",
"\n",
" // Add hover states to the ui-buttons\n",
" $( \".ui-button\" ).hover(\n",
" function() { $(this).addClass(\"ui-state-hover\");},\n",
" function() { $(this).removeClass(\"ui-state-hover\");}\n",
" );\n",
"\n",
" var status_bar = $('<span class=\"mpl-message\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"}\n",
"\n",
"mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
" // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
" // which will in turn request a refresh of the image.\n",
" this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
"}\n",
"\n",
"mpl.figure.prototype.send_message = function(type, properties) {\n",
" properties['type'] = type;\n",
" properties['figure_id'] = this.id;\n",
" this.ws.send(JSON.stringify(properties));\n",
"}\n",
"\n",
"mpl.figure.prototype.send_draw_message = function() {\n",
" if (!this.waiting) {\n",
" this.waiting = true;\n",
" this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
" }\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" var format_dropdown = fig.format_dropdown;\n",
" var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
" fig.ondownload(fig, format);\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
" var size = msg['size'];\n",
" if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
" fig._resize_canvas(size[0], size[1]);\n",
" fig.send_message(\"refresh\", {});\n",
" };\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
" var x0 = msg['x0'] / mpl.ratio;\n",
" var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
" var x1 = msg['x1'] / mpl.ratio;\n",
" var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
" x0 = Math.floor(x0) + 0.5;\n",
" y0 = Math.floor(y0) + 0.5;\n",
" x1 = Math.floor(x1) + 0.5;\n",
" y1 = Math.floor(y1) + 0.5;\n",
" var min_x = Math.min(x0, x1);\n",
" var min_y = Math.min(y0, y1);\n",
" var width = Math.abs(x1 - x0);\n",
" var height = Math.abs(y1 - y0);\n",
"\n",
" fig.rubberband_context.clearRect(\n",
" 0, 0, fig.canvas.width, fig.canvas.height);\n",
"\n",
" fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
" // Updates the figure title.\n",
" fig.header.textContent = msg['label'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
" var cursor = msg['cursor'];\n",
" switch(cursor)\n",
" {\n",
" case 0:\n",
" cursor = 'pointer';\n",
" break;\n",
" case 1:\n",
" cursor = 'default';\n",
" break;\n",
" case 2:\n",
" cursor = 'crosshair';\n",
" break;\n",
" case 3:\n",
" cursor = 'move';\n",
" break;\n",
" }\n",
" fig.rubberband_canvas.style.cursor = cursor;\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_message = function(fig, msg) {\n",
" fig.message.textContent = msg['message'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
" // Request the server to send over a new figure.\n",
" fig.send_draw_message();\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
" fig.image_mode = msg['mode'];\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Called whenever the canvas gets updated.\n",
" this.send_message(\"ack\", {});\n",
"}\n",
"\n",
"// A function to construct a web socket function for onmessage handling.\n",
"// Called in the figure constructor.\n",
"mpl.figure.prototype._make_on_message_function = function(fig) {\n",
" return function socket_on_message(evt) {\n",
" if (evt.data instanceof Blob) {\n",
" /* FIXME: We get \"Resource interpreted as Image but\n",
" * transferred with MIME type text/plain:\" errors on\n",
" * Chrome. But how to set the MIME type? It doesn't seem\n",
" * to be part of the websocket stream */\n",
" evt.data.type = \"image/png\";\n",
"\n",
" /* Free the memory for the previous frames */\n",
" if (fig.imageObj.src) {\n",
" (window.URL || window.webkitURL).revokeObjectURL(\n",
" fig.imageObj.src);\n",
" }\n",
"\n",
" fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
" evt.data);\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
" else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
" fig.imageObj.src = evt.data;\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
"\n",
" var msg = JSON.parse(evt.data);\n",
" var msg_type = msg['type'];\n",
"\n",
" // Call the \"handle_{type}\" callback, which takes\n",
" // the figure and JSON message as its only arguments.\n",
" try {\n",
" var callback = fig[\"handle_\" + msg_type];\n",
" } catch (e) {\n",
" console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
" return;\n",
" }\n",
"\n",
" if (callback) {\n",
" try {\n",
" // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
" callback(fig, msg);\n",
" } catch (e) {\n",
" console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
" }\n",
" }\n",
" };\n",
"}\n",
"\n",
"// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
"mpl.findpos = function(e) {\n",
" //this section is from http://www.quirksmode.org/js/events_properties.html\n",
" var targ;\n",
" if (!e)\n",
" e = window.event;\n",
" if (e.target)\n",
" targ = e.target;\n",
" else if (e.srcElement)\n",
" targ = e.srcElement;\n",
" if (targ.nodeType == 3) // defeat Safari bug\n",
" targ = targ.parentNode;\n",
"\n",
" // jQuery normalizes the pageX and pageY\n",
" // pageX,Y are the mouse positions relative to the document\n",
" // offset() returns the position of the element relative to the document\n",
" var x = e.pageX - $(targ).offset().left;\n",
" var y = e.pageY - $(targ).offset().top;\n",
"\n",
" return {\"x\": x, \"y\": y};\n",
"};\n",
"\n",
"/*\n",
" * return a copy of an object with only non-object keys\n",
" * we need this to avoid circular references\n",
" * http://stackoverflow.com/a/24161582/3208463\n",
" */\n",
"function simpleKeys (original) {\n",
" return Object.keys(original).reduce(function (obj, key) {\n",
" if (typeof original[key] !== 'object')\n",
" obj[key] = original[key]\n",
" return obj;\n",
" }, {});\n",
"}\n",
"\n",
"mpl.figure.prototype.mouse_event = function(event, name) {\n",
" var canvas_pos = mpl.findpos(event)\n",
"\n",
" if (name === 'button_press')\n",
" {\n",
" this.canvas.focus();\n",
" this.canvas_div.focus();\n",
" }\n",
"\n",
" var x = canvas_pos.x * mpl.ratio;\n",
" var y = canvas_pos.y * mpl.ratio;\n",
"\n",
" this.send_message(name, {x: x, y: y, button: event.button,\n",
" step: event.step,\n",
" guiEvent: simpleKeys(event)});\n",
"\n",
" /* This prevents the web browser from automatically changing to\n",
" * the text insertion cursor when the button is pressed. We want\n",
" * to control all of the cursor setting manually through the\n",
" * 'cursor' event from matplotlib */\n",
" event.preventDefault();\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" // Handle any extra behaviour associated with a key event\n",
"}\n",
"\n",
"mpl.figure.prototype.key_event = function(event, name) {\n",
"\n",
" // Prevent repeat events\n",
" if (name == 'key_press')\n",
" {\n",
" if (event.which === this._key)\n",
" return;\n",
" else\n",
" this._key = event.which;\n",
" }\n",
" if (name == 'key_release')\n",
" this._key = null;\n",
"\n",
" var value = '';\n",
" if (event.ctrlKey && event.which != 17)\n",
" value += \"ctrl+\";\n",
" if (event.altKey && event.which != 18)\n",
" value += \"alt+\";\n",
" if (event.shiftKey && event.which != 16)\n",
" value += \"shift+\";\n",
"\n",
" value += 'k';\n",
" value += event.which.toString();\n",
"\n",
" this._key_event_extra(event, name);\n",
"\n",
" this.send_message(name, {key: value,\n",
" guiEvent: simpleKeys(event)});\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
" if (name == 'download') {\n",
" this.handle_save(this, null);\n",
" } else {\n",
" this.send_message(\"toolbar_button\", {name: name});\n",
" }\n",
"};\n",
"\n",
"mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
" this.message.textContent = tooltip;\n",
"};\n",
"mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
"\n",
"mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
"\n",
"mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
" // Create a \"websocket\"-like object which calls the given IPython comm\n",
" // object with the appropriate methods. Currently this is a non binary\n",
" // socket, so there is still some room for performance tuning.\n",
" var ws = {};\n",
"\n",
" ws.close = function() {\n",
" comm.close()\n",
" };\n",
" ws.send = function(m) {\n",
" //console.log('sending', m);\n",
" comm.send(m);\n",
" };\n",
" // Register the callback with on_msg.\n",
" comm.on_msg(function(msg) {\n",
" //console.log('receiving', msg['content']['data'], msg);\n",
" // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
" ws.onmessage(msg['content']['data'])\n",
" });\n",
" return ws;\n",
"}\n",
"\n",
"mpl.mpl_figure_comm = function(comm, msg) {\n",
" // This is the function which gets called when the mpl process\n",
" // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
"\n",
" var id = msg.content.data.id;\n",
" // Get hold of the div created by the display call when the Comm\n",
" // socket was opened in Python.\n",
" var element = $(\"#\" + id);\n",
" var ws_proxy = comm_websocket_adapter(comm)\n",
"\n",
" function ondownload(figure, format) {\n",
" window.open(figure.imageObj.src);\n",
" }\n",
"\n",
" var fig = new mpl.figure(id, ws_proxy,\n",
" ondownload,\n",
" element.get(0));\n",
"\n",
" // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
" // web socket which is closed, not our websocket->open comm proxy.\n",
" ws_proxy.onopen();\n",
"\n",
" fig.parent_element = element.get(0);\n",
" fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
" if (!fig.cell_info) {\n",
" console.error(\"Failed to find cell for figure\", id, fig);\n",
" return;\n",
" }\n",
"\n",
" var output_index = fig.cell_info[2]\n",
" var cell = fig.cell_info[0];\n",
"\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_close = function(fig, msg) {\n",
" var width = fig.canvas.width/mpl.ratio\n",
" fig.root.unbind('remove')\n",
"\n",
" // Update the output cell to use the data from the current canvas.\n",
" fig.push_to_output();\n",
" var dataURL = fig.canvas.toDataURL();\n",
" // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
" // the notebook keyboard shortcuts fail.\n",
" IPython.keyboard_manager.enable()\n",
" $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
" fig.close_ws(fig, msg);\n",
"}\n",
"\n",
"mpl.figure.prototype.close_ws = function(fig, msg){\n",
" fig.send_message('closing', msg);\n",
" // fig.ws.close()\n",
"}\n",
"\n",
"mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
" // Turn the data on the canvas into data in the output cell.\n",
" var width = this.canvas.width/mpl.ratio\n",
" var dataURL = this.canvas.toDataURL();\n",
" this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Tell IPython that the notebook contents must change.\n",
" IPython.notebook.set_dirty(true);\n",
" this.send_message(\"ack\", {});\n",
" var fig = this;\n",
" // Wait a second, then push the new image to the DOM so\n",
" // that it is saved nicely (might be nice to debounce this).\n",
" setTimeout(function () { fig.push_to_output() }, 1000);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>');\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items){\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) { continue; };\n",
"\n",
" var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" // Add the status bar.\n",
" var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"\n",
" // Add the close button to the window.\n",
" var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
" var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
" button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
" button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
" buttongrp.append(button);\n",
" var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
" titlebar.prepend(buttongrp);\n",
"}\n",
"\n",
"mpl.figure.prototype._root_extra_style = function(el){\n",
" var fig = this\n",
" el.on(\"remove\", function(){\n",
"\tfig.close_ws(fig, {});\n",
" });\n",
"}\n",
"\n",
"mpl.figure.prototype._canvas_extra_style = function(el){\n",
" // this is important to make the div 'focusable\n",
" el.attr('tabindex', 0)\n",
" // reach out to IPython and tell the keyboard manager to turn it's self\n",
" // off when our div gets focus\n",
"\n",
" // location in version 3\n",
" if (IPython.notebook.keyboard_manager) {\n",
" IPython.notebook.keyboard_manager.register_events(el);\n",
" }\n",
" else {\n",
" // location in version 2\n",
" IPython.keyboard_manager.register_events(el);\n",
" }\n",
"\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" var manager = IPython.notebook.keyboard_manager;\n",
" if (!manager)\n",
" manager = IPython.keyboard_manager;\n",
"\n",
" // Check for shift+enter\n",
" if (event.shiftKey && event.which == 13) {\n",
" this.canvas_div.blur();\n",
" event.shiftKey = false;\n",
" // Send a \"J\" for go to next cell\n",
" event.which = 74;\n",
" event.keyCode = 74;\n",
" manager.command_mode();\n",
" manager.handle_keydown(event);\n",
" }\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" fig.ondownload(fig, null);\n",
"}\n",
"\n",
"\n",
"mpl.find_output_cell = function(html_output) {\n",
" // Return the cell and output element which can be found *uniquely* in the notebook.\n",
" // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
" // IPython event is triggered only after the cells have been serialised, which for\n",
" // our purposes (turning an active figure into a static one), is too late.\n",
" var cells = IPython.notebook.get_cells();\n",
" var ncells = cells.length;\n",
" for (var i=0; i<ncells; i++) {\n",
" var cell = cells[i];\n",
" if (cell.cell_type === 'code'){\n",
" for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
" var data = cell.output_area.outputs[j];\n",
" if (data.data) {\n",
" // IPython >= 3 moved mimebundle to data attribute of output\n",
" data = data.data;\n",
" }\n",
" if (data['text/html'] == html_output) {\n",
" return [cell, data, j];\n",
" }\n",
" }\n",
" }\n",
" }\n",
"}\n",
"\n",
"// Register the function which deals with the matplotlib target/channel.\n",
"// The kernel may be null if the page has been refreshed.\n",
"if (IPython.notebook.kernel != null) {\n",
" IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
"}\n"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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\" width=\"450\">"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"VMAX = 30\n",
"VMIN = 0\n",
"linecolor = 'k'\n",
"LW = 0.1\n",
"matplotlib.rcParams.update({'font.size': 14})\n",
"\n",
"fig, ax = plt.subplots(figsize = (4.5, 5.8)) # figsize = (10, 10)\n",
"\n",
"# norm = matplotlib.colors.LogNorm(vmin = VMIN, vmax=VMAX)\n",
"norm = matplotlib.colors.Normalize(vmax=VMAX)\n",
"\n",
"plt.imshow(data_swapped, extent = (x0, x1, y0, y1), alpha = 0.45, origin = 'lower')\n",
"roofs_suitable.plot( ax = ax, column = 'Annual_PV_MWh', cmap = cm_PV, vmin = VMIN, vmax = VMAX, norm = norm ,\n",
" edgecolor = linecolor, lw = LW,\n",
" legend=False )\n",
"roofs_unsuitable.plot( ax = ax, color = 'lightgrey',\n",
" edgecolor = linecolor, lw = LW)\n",
"\n",
"# roof_set.apply(lambda x: ax.annotate(x.DF_UID, xy=(x.XCOORD, x.YCOORD), ha='center'),axis=1);\n",
"\n",
"# FORMATTING\n",
"# plt.axis('equal')\n",
"plt.axis('off')\n",
"# plt.tight_layout()\n",
"\n",
"plt.ylim((115300, 115800))\n",
"plt.xlim((499660, 500160))\n",
"# plt.ylim((113540, 114040))\n",
"# plt.xlim((498080, 498580))\n",
"\n",
"# add legend\n",
"excl = mpatches.Patch(color='lightgrey', label='Unsuitable')\n",
"# plt.legend(handles=[excl], loc = 1, framealpha = 0.85)\n",
"\n",
"# add colorbar\n",
"cbar = plt.cm.ScalarMappable(norm=norm, cmap=cm_PV)\n",
"\n",
"plt.subplots_adjust(bottom=0.18, top = 0.99, left = 0.05, right = 0.95)\n",
"cbar_ax = fig.add_axes([0.05, 0.07, 0.85, 0.04])\n",
"cb = plt.colorbar(cbar, extend = 'max', orientation=\"horizontal\", cax=cbar_ax) \n",
"cb.set_label('Annual PV potential ($MWh$)', labelpad = -61, ha = 'left', position = (0, 0))\n",
"\n",
"plt.show()\n",
"# plt.savefig(os.path.join('PV_MWh_roofs_example2.jpg'), dpi = 1000)"
]
},
{
"cell_type": "code",
"execution_count": 90,
"metadata": {},
"outputs": [
{
"data": {
"application/javascript": [
"/* Put everything inside the global mpl namespace */\n",
"window.mpl = {};\n",
"\n",
"\n",
"mpl.get_websocket_type = function() {\n",
" if (typeof(WebSocket) !== 'undefined') {\n",
" return WebSocket;\n",
" } else if (typeof(MozWebSocket) !== 'undefined') {\n",
" return MozWebSocket;\n",
" } else {\n",
" alert('Your browser does not have WebSocket support. ' +\n",
" 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
" 'Firefox 4 and 5 are also supported but you ' +\n",
" 'have to enable WebSockets in about:config.');\n",
" };\n",
"}\n",
"\n",
"mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
" this.id = figure_id;\n",
"\n",
" this.ws = websocket;\n",
"\n",
" this.supports_binary = (this.ws.binaryType != undefined);\n",
"\n",
" if (!this.supports_binary) {\n",
" var warnings = document.getElementById(\"mpl-warnings\");\n",
" if (warnings) {\n",
" warnings.style.display = 'block';\n",
" warnings.textContent = (\n",
" \"This browser does not support binary websocket messages. \" +\n",
" \"Performance may be slow.\");\n",
" }\n",
" }\n",
"\n",
" this.imageObj = new Image();\n",
"\n",
" this.context = undefined;\n",
" this.message = undefined;\n",
" this.canvas = undefined;\n",
" this.rubberband_canvas = undefined;\n",
" this.rubberband_context = undefined;\n",
" this.format_dropdown = undefined;\n",
"\n",
" this.image_mode = 'full';\n",
"\n",
" this.root = $('<div/>');\n",
" this._root_extra_style(this.root)\n",
" this.root.attr('style', 'display: inline-block');\n",
"\n",
" $(parent_element).append(this.root);\n",
"\n",
" this._init_header(this);\n",
" this._init_canvas(this);\n",
" this._init_toolbar(this);\n",
"\n",
" var fig = this;\n",
"\n",
" this.waiting = false;\n",
"\n",
" this.ws.onopen = function () {\n",
" fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
" fig.send_message(\"send_image_mode\", {});\n",
" if (mpl.ratio != 1) {\n",
" fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
" }\n",
" fig.send_message(\"refresh\", {});\n",
" }\n",
"\n",
" this.imageObj.onload = function() {\n",
" if (fig.image_mode == 'full') {\n",
" // Full images could contain transparency (where diff images\n",
" // almost always do), so we need to clear the canvas so that\n",
" // there is no ghosting.\n",
" fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
" }\n",
" fig.context.drawImage(fig.imageObj, 0, 0);\n",
" };\n",
"\n",
" this.imageObj.onunload = function() {\n",
" fig.ws.close();\n",
" }\n",
"\n",
" this.ws.onmessage = this._make_on_message_function(this);\n",
"\n",
" this.ondownload = ondownload;\n",
"}\n",
"\n",
"mpl.figure.prototype._init_header = function() {\n",
" var titlebar = $(\n",
" '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
" 'ui-helper-clearfix\"/>');\n",
" var titletext = $(\n",
" '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
" 'text-align: center; padding: 3px;\"/>');\n",
" titlebar.append(titletext)\n",
" this.root.append(titlebar);\n",
" this.header = titletext[0];\n",
"}\n",
"\n",
"\n",
"\n",
"mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
"\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
"\n",
"}\n",
"\n",
"mpl.figure.prototype._init_canvas = function() {\n",
" var fig = this;\n",
"\n",
" var canvas_div = $('<div/>');\n",
"\n",
" canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
"\n",
" function canvas_keyboard_event(event) {\n",
" return fig.key_event(event, event['data']);\n",
" }\n",
"\n",
" canvas_div.keydown('key_press', canvas_keyboard_event);\n",
" canvas_div.keyup('key_release', canvas_keyboard_event);\n",
" this.canvas_div = canvas_div\n",
" this._canvas_extra_style(canvas_div)\n",
" this.root.append(canvas_div);\n",
"\n",
" var canvas = $('<canvas/>');\n",
" canvas.addClass('mpl-canvas');\n",
" canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
"\n",
" this.canvas = canvas[0];\n",
" this.context = canvas[0].getContext(\"2d\");\n",
"\n",
" var backingStore = this.context.backingStorePixelRatio ||\n",
"\tthis.context.webkitBackingStorePixelRatio ||\n",
"\tthis.context.mozBackingStorePixelRatio ||\n",
"\tthis.context.msBackingStorePixelRatio ||\n",
"\tthis.context.oBackingStorePixelRatio ||\n",
"\tthis.context.backingStorePixelRatio || 1;\n",
"\n",
" mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
"\n",
" var rubberband = $('<canvas/>');\n",
" rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
"\n",
" var pass_mouse_events = true;\n",
"\n",
" canvas_div.resizable({\n",
" start: function(event, ui) {\n",
" pass_mouse_events = false;\n",
" },\n",
" resize: function(event, ui) {\n",
" fig.request_resize(ui.size.width, ui.size.height);\n",
" },\n",
" stop: function(event, ui) {\n",
" pass_mouse_events = true;\n",
" fig.request_resize(ui.size.width, ui.size.height);\n",
" },\n",
" });\n",
"\n",
" function mouse_event_fn(event) {\n",
" if (pass_mouse_events)\n",
" return fig.mouse_event(event, event['data']);\n",
" }\n",
"\n",
" rubberband.mousedown('button_press', mouse_event_fn);\n",
" rubberband.mouseup('button_release', mouse_event_fn);\n",
" // Throttle sequential mouse events to 1 every 20ms.\n",
" rubberband.mousemove('motion_notify', mouse_event_fn);\n",
"\n",
" rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
" rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
"\n",
" canvas_div.on(\"wheel\", function (event) {\n",
" event = event.originalEvent;\n",
" event['data'] = 'scroll'\n",
" if (event.deltaY < 0) {\n",
" event.step = 1;\n",
" } else {\n",
" event.step = -1;\n",
" }\n",
" mouse_event_fn(event);\n",
" });\n",
"\n",
" canvas_div.append(canvas);\n",
" canvas_div.append(rubberband);\n",
"\n",
" this.rubberband = rubberband;\n",
" this.rubberband_canvas = rubberband[0];\n",
" this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
" this.rubberband_context.strokeStyle = \"#000000\";\n",
"\n",
" this._resize_canvas = function(width, height) {\n",
" // Keep the size of the canvas, canvas container, and rubber band\n",
" // canvas in synch.\n",
" canvas_div.css('width', width)\n",
" canvas_div.css('height', height)\n",
"\n",
" canvas.attr('width', width * mpl.ratio);\n",
" canvas.attr('height', height * mpl.ratio);\n",
" canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
"\n",
" rubberband.attr('width', width);\n",
" rubberband.attr('height', height);\n",
" }\n",
"\n",
" // Set the figure to an initial 600x600px, this will subsequently be updated\n",
" // upon first draw.\n",
" this._resize_canvas(600, 600);\n",
"\n",
" // Disable right mouse context menu.\n",
" $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
" return false;\n",
" });\n",
"\n",
" function set_focus () {\n",
" canvas.focus();\n",
" canvas_div.focus();\n",
" }\n",
"\n",
" window.setTimeout(set_focus, 100);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>');\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items) {\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) {\n",
" // put a spacer in here.\n",
" continue;\n",
" }\n",
" var button = $('<button/>');\n",
" button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
" 'ui-button-icon-only');\n",
" button.attr('role', 'button');\n",
" button.attr('aria-disabled', 'false');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
"\n",
" var icon_img = $('<span/>');\n",
" icon_img.addClass('ui-button-icon-primary ui-icon');\n",
" icon_img.addClass(image);\n",
" icon_img.addClass('ui-corner-all');\n",
"\n",
" var tooltip_span = $('<span/>');\n",
" tooltip_span.addClass('ui-button-text');\n",
" tooltip_span.html(tooltip);\n",
"\n",
" button.append(icon_img);\n",
" button.append(tooltip_span);\n",
"\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" var fmt_picker_span = $('<span/>');\n",
"\n",
" var fmt_picker = $('<select/>');\n",
" fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
" fmt_picker_span.append(fmt_picker);\n",
" nav_element.append(fmt_picker_span);\n",
" this.format_dropdown = fmt_picker[0];\n",
"\n",
" for (var ind in mpl.extensions) {\n",
" var fmt = mpl.extensions[ind];\n",
" var option = $(\n",
" '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
" fmt_picker.append(option);\n",
" }\n",
"\n",
" // Add hover states to the ui-buttons\n",
" $( \".ui-button\" ).hover(\n",
" function() { $(this).addClass(\"ui-state-hover\");},\n",
" function() { $(this).removeClass(\"ui-state-hover\");}\n",
" );\n",
"\n",
" var status_bar = $('<span class=\"mpl-message\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"}\n",
"\n",
"mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
" // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
" // which will in turn request a refresh of the image.\n",
" this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
"}\n",
"\n",
"mpl.figure.prototype.send_message = function(type, properties) {\n",
" properties['type'] = type;\n",
" properties['figure_id'] = this.id;\n",
" this.ws.send(JSON.stringify(properties));\n",
"}\n",
"\n",
"mpl.figure.prototype.send_draw_message = function() {\n",
" if (!this.waiting) {\n",
" this.waiting = true;\n",
" this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
" }\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" var format_dropdown = fig.format_dropdown;\n",
" var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
" fig.ondownload(fig, format);\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
" var size = msg['size'];\n",
" if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
" fig._resize_canvas(size[0], size[1]);\n",
" fig.send_message(\"refresh\", {});\n",
" };\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
" var x0 = msg['x0'] / mpl.ratio;\n",
" var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
" var x1 = msg['x1'] / mpl.ratio;\n",
" var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
" x0 = Math.floor(x0) + 0.5;\n",
" y0 = Math.floor(y0) + 0.5;\n",
" x1 = Math.floor(x1) + 0.5;\n",
" y1 = Math.floor(y1) + 0.5;\n",
" var min_x = Math.min(x0, x1);\n",
" var min_y = Math.min(y0, y1);\n",
" var width = Math.abs(x1 - x0);\n",
" var height = Math.abs(y1 - y0);\n",
"\n",
" fig.rubberband_context.clearRect(\n",
" 0, 0, fig.canvas.width, fig.canvas.height);\n",
"\n",
" fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
" // Updates the figure title.\n",
" fig.header.textContent = msg['label'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
" var cursor = msg['cursor'];\n",
" switch(cursor)\n",
" {\n",
" case 0:\n",
" cursor = 'pointer';\n",
" break;\n",
" case 1:\n",
" cursor = 'default';\n",
" break;\n",
" case 2:\n",
" cursor = 'crosshair';\n",
" break;\n",
" case 3:\n",
" cursor = 'move';\n",
" break;\n",
" }\n",
" fig.rubberband_canvas.style.cursor = cursor;\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_message = function(fig, msg) {\n",
" fig.message.textContent = msg['message'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
" // Request the server to send over a new figure.\n",
" fig.send_draw_message();\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
" fig.image_mode = msg['mode'];\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Called whenever the canvas gets updated.\n",
" this.send_message(\"ack\", {});\n",
"}\n",
"\n",
"// A function to construct a web socket function for onmessage handling.\n",
"// Called in the figure constructor.\n",
"mpl.figure.prototype._make_on_message_function = function(fig) {\n",
" return function socket_on_message(evt) {\n",
" if (evt.data instanceof Blob) {\n",
" /* FIXME: We get \"Resource interpreted as Image but\n",
" * transferred with MIME type text/plain:\" errors on\n",
" * Chrome. But how to set the MIME type? It doesn't seem\n",
" * to be part of the websocket stream */\n",
" evt.data.type = \"image/png\";\n",
"\n",
" /* Free the memory for the previous frames */\n",
" if (fig.imageObj.src) {\n",
" (window.URL || window.webkitURL).revokeObjectURL(\n",
" fig.imageObj.src);\n",
" }\n",
"\n",
" fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
" evt.data);\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
" else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
" fig.imageObj.src = evt.data;\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
"\n",
" var msg = JSON.parse(evt.data);\n",
" var msg_type = msg['type'];\n",
"\n",
" // Call the \"handle_{type}\" callback, which takes\n",
" // the figure and JSON message as its only arguments.\n",
" try {\n",
" var callback = fig[\"handle_\" + msg_type];\n",
" } catch (e) {\n",
" console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
" return;\n",
" }\n",
"\n",
" if (callback) {\n",
" try {\n",
" // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
" callback(fig, msg);\n",
" } catch (e) {\n",
" console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
" }\n",
" }\n",
" };\n",
"}\n",
"\n",
"// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
"mpl.findpos = function(e) {\n",
" //this section is from http://www.quirksmode.org/js/events_properties.html\n",
" var targ;\n",
" if (!e)\n",
" e = window.event;\n",
" if (e.target)\n",
" targ = e.target;\n",
" else if (e.srcElement)\n",
" targ = e.srcElement;\n",
" if (targ.nodeType == 3) // defeat Safari bug\n",
" targ = targ.parentNode;\n",
"\n",
" // jQuery normalizes the pageX and pageY\n",
" // pageX,Y are the mouse positions relative to the document\n",
" // offset() returns the position of the element relative to the document\n",
" var x = e.pageX - $(targ).offset().left;\n",
" var y = e.pageY - $(targ).offset().top;\n",
"\n",
" return {\"x\": x, \"y\": y};\n",
"};\n",
"\n",
"/*\n",
" * return a copy of an object with only non-object keys\n",
" * we need this to avoid circular references\n",
" * http://stackoverflow.com/a/24161582/3208463\n",
" */\n",
"function simpleKeys (original) {\n",
" return Object.keys(original).reduce(function (obj, key) {\n",
" if (typeof original[key] !== 'object')\n",
" obj[key] = original[key]\n",
" return obj;\n",
" }, {});\n",
"}\n",
"\n",
"mpl.figure.prototype.mouse_event = function(event, name) {\n",
" var canvas_pos = mpl.findpos(event)\n",
"\n",
" if (name === 'button_press')\n",
" {\n",
" this.canvas.focus();\n",
" this.canvas_div.focus();\n",
" }\n",
"\n",
" var x = canvas_pos.x * mpl.ratio;\n",
" var y = canvas_pos.y * mpl.ratio;\n",
"\n",
" this.send_message(name, {x: x, y: y, button: event.button,\n",
" step: event.step,\n",
" guiEvent: simpleKeys(event)});\n",
"\n",
" /* This prevents the web browser from automatically changing to\n",
" * the text insertion cursor when the button is pressed. We want\n",
" * to control all of the cursor setting manually through the\n",
" * 'cursor' event from matplotlib */\n",
" event.preventDefault();\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" // Handle any extra behaviour associated with a key event\n",
"}\n",
"\n",
"mpl.figure.prototype.key_event = function(event, name) {\n",
"\n",
" // Prevent repeat events\n",
" if (name == 'key_press')\n",
" {\n",
" if (event.which === this._key)\n",
" return;\n",
" else\n",
" this._key = event.which;\n",
" }\n",
" if (name == 'key_release')\n",
" this._key = null;\n",
"\n",
" var value = '';\n",
" if (event.ctrlKey && event.which != 17)\n",
" value += \"ctrl+\";\n",
" if (event.altKey && event.which != 18)\n",
" value += \"alt+\";\n",
" if (event.shiftKey && event.which != 16)\n",
" value += \"shift+\";\n",
"\n",
" value += 'k';\n",
" value += event.which.toString();\n",
"\n",
" this._key_event_extra(event, name);\n",
"\n",
" this.send_message(name, {key: value,\n",
" guiEvent: simpleKeys(event)});\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
" if (name == 'download') {\n",
" this.handle_save(this, null);\n",
" } else {\n",
" this.send_message(\"toolbar_button\", {name: name});\n",
" }\n",
"};\n",
"\n",
"mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
" this.message.textContent = tooltip;\n",
"};\n",
"mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
"\n",
"mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
"\n",
"mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
" // Create a \"websocket\"-like object which calls the given IPython comm\n",
" // object with the appropriate methods. Currently this is a non binary\n",
" // socket, so there is still some room for performance tuning.\n",
" var ws = {};\n",
"\n",
" ws.close = function() {\n",
" comm.close()\n",
" };\n",
" ws.send = function(m) {\n",
" //console.log('sending', m);\n",
" comm.send(m);\n",
" };\n",
" // Register the callback with on_msg.\n",
" comm.on_msg(function(msg) {\n",
" //console.log('receiving', msg['content']['data'], msg);\n",
" // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
" ws.onmessage(msg['content']['data'])\n",
" });\n",
" return ws;\n",
"}\n",
"\n",
"mpl.mpl_figure_comm = function(comm, msg) {\n",
" // This is the function which gets called when the mpl process\n",
" // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
"\n",
" var id = msg.content.data.id;\n",
" // Get hold of the div created by the display call when the Comm\n",
" // socket was opened in Python.\n",
" var element = $(\"#\" + id);\n",
" var ws_proxy = comm_websocket_adapter(comm)\n",
"\n",
" function ondownload(figure, format) {\n",
" window.open(figure.imageObj.src);\n",
" }\n",
"\n",
" var fig = new mpl.figure(id, ws_proxy,\n",
" ondownload,\n",
" element.get(0));\n",
"\n",
" // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
" // web socket which is closed, not our websocket->open comm proxy.\n",
" ws_proxy.onopen();\n",
"\n",
" fig.parent_element = element.get(0);\n",
" fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
" if (!fig.cell_info) {\n",
" console.error(\"Failed to find cell for figure\", id, fig);\n",
" return;\n",
" }\n",
"\n",
" var output_index = fig.cell_info[2]\n",
" var cell = fig.cell_info[0];\n",
"\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_close = function(fig, msg) {\n",
" var width = fig.canvas.width/mpl.ratio\n",
" fig.root.unbind('remove')\n",
"\n",
" // Update the output cell to use the data from the current canvas.\n",
" fig.push_to_output();\n",
" var dataURL = fig.canvas.toDataURL();\n",
" // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
" // the notebook keyboard shortcuts fail.\n",
" IPython.keyboard_manager.enable()\n",
" $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
" fig.close_ws(fig, msg);\n",
"}\n",
"\n",
"mpl.figure.prototype.close_ws = function(fig, msg){\n",
" fig.send_message('closing', msg);\n",
" // fig.ws.close()\n",
"}\n",
"\n",
"mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
" // Turn the data on the canvas into data in the output cell.\n",
" var width = this.canvas.width/mpl.ratio\n",
" var dataURL = this.canvas.toDataURL();\n",
" this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Tell IPython that the notebook contents must change.\n",
" IPython.notebook.set_dirty(true);\n",
" this.send_message(\"ack\", {});\n",
" var fig = this;\n",
" // Wait a second, then push the new image to the DOM so\n",
" // that it is saved nicely (might be nice to debounce this).\n",
" setTimeout(function () { fig.push_to_output() }, 1000);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>');\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items){\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) { continue; };\n",
"\n",
" var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" // Add the status bar.\n",
" var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"\n",
" // Add the close button to the window.\n",
" var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
" var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
" button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
" button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
" buttongrp.append(button);\n",
" var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
" titlebar.prepend(buttongrp);\n",
"}\n",
"\n",
"mpl.figure.prototype._root_extra_style = function(el){\n",
" var fig = this\n",
" el.on(\"remove\", function(){\n",
"\tfig.close_ws(fig, {});\n",
" });\n",
"}\n",
"\n",
"mpl.figure.prototype._canvas_extra_style = function(el){\n",
" // this is important to make the div 'focusable\n",
" el.attr('tabindex', 0)\n",
" // reach out to IPython and tell the keyboard manager to turn it's self\n",
" // off when our div gets focus\n",
"\n",
" // location in version 3\n",
" if (IPython.notebook.keyboard_manager) {\n",
" IPython.notebook.keyboard_manager.register_events(el);\n",
" }\n",
" else {\n",
" // location in version 2\n",
" IPython.keyboard_manager.register_events(el);\n",
" }\n",
"\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" var manager = IPython.notebook.keyboard_manager;\n",
" if (!manager)\n",
" manager = IPython.keyboard_manager;\n",
"\n",
" // Check for shift+enter\n",
" if (event.shiftKey && event.which == 13) {\n",
" this.canvas_div.blur();\n",
" event.shiftKey = false;\n",
" // Send a \"J\" for go to next cell\n",
" event.which = 74;\n",
" event.keyCode = 74;\n",
" manager.command_mode();\n",
" manager.handle_keydown(event);\n",
" }\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" fig.ondownload(fig, null);\n",
"}\n",
"\n",
"\n",
"mpl.find_output_cell = function(html_output) {\n",
" // Return the cell and output element which can be found *uniquely* in the notebook.\n",
" // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
" // IPython event is triggered only after the cells have been serialised, which for\n",
" // our purposes (turning an active figure into a static one), is too late.\n",
" var cells = IPython.notebook.get_cells();\n",
" var ncells = cells.length;\n",
" for (var i=0; i<ncells; i++) {\n",
" var cell = cells[i];\n",
" if (cell.cell_type === 'code'){\n",
" for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
" var data = cell.output_area.outputs[j];\n",
" if (data.data) {\n",
" // IPython >= 3 moved mimebundle to data attribute of output\n",
" data = data.data;\n",
" }\n",
" if (data['text/html'] == html_output) {\n",
" return [cell, data, j];\n",
" }\n",
" }\n",
" }\n",
" }\n",
"}\n",
"\n",
"// Register the function which deals with the matplotlib target/channel.\n",
"// The kernel may be null if the page has been refreshed.\n",
"if (IPython.notebook.kernel != null) {\n",
" IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
"}\n"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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\" width=\"450\">"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"VMAX = 120\n",
"linecolor = 'k'\n",
"LW = 0.2\n",
"matplotlib.rcParams.update({'font.size': 14})\n",
"\n",
"fig, ax = plt.subplots(figsize = (4.5, 5.8)) # figsize = (10, 10)\n",
"\n",
"plt.imshow(data_swapped, extent = (x0, x1, y0, y1), alpha = 0.3, origin = 'lower')\n",
"roofs_suitable.plot( ax = ax, column = 'PV_norm', cmap = cm_PV, vmax = VMAX,\n",
" edgecolor = linecolor, lw = LW,\n",
" legend=False )\n",
"roofs_unsuitable.plot( ax = ax, color = 'lightgrey',\n",
" edgecolor = linecolor, lw = LW)\n",
"\n",
"# FORMATTING\n",
"# plt.axis('equal')\n",
"plt.axis('off')\n",
"# plt.tight_layout()\n",
"\n",
"# plt.ylim((113540, 114040))\n",
"# plt.xlim((498080, 498580))\n",
"plt.ylim((115260, 115760))\n",
"plt.xlim((499590, 500090))\n",
"\n",
"# add legend\n",
"excl = mpatches.Patch(color='lightgrey', label='Unsuitable')\n",
"plt.legend(handles=[excl], loc = 1, framealpha = 0.85)\n",
"\n",
"# add colorbar\n",
"norm = matplotlib.colors.Normalize(vmin=0, vmax=VMAX)\n",
"cbar = plt.cm.ScalarMappable(norm=norm, cmap=cm_PV)\n",
"\n",
"plt.subplots_adjust(bottom=0.18, top = 0.99, left = 0.05, right = 0.95)\n",
"cbar_ax = fig.add_axes([0.05, 0.07, 0.85, 0.04])\n",
"cb = plt.colorbar(cbar, extend = 'max', orientation=\"horizontal\", cax=cbar_ax) \n",
"cb.set_label('Normalized PV potential ($kWh/m^2_{roof}$)', labelpad = -61, ha = 'left', position = (0, 0))\n",
"\n",
"plt.show()\n",
"plt.savefig(os.path.join('PV_norm_roofs_example2.jpg'), dpi = 1000)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Show set of roofs"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [],
"source": [
"X0 = 499500 # 497000\n",
"X1 = 500500 # 501000\n",
"\n",
"Y0 = 117500 # 117500\n",
"Y1 = 118500 # 120000"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [],
"source": [
"roof_set = roofs_merged[(roofs_merged.x_pixel >= X0) & (roofs_merged.x_pixel <= X1) & \n",
" (roofs_merged.y_pixel >= Y0) & (roofs_merged.y_pixel <= Y1)]"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [],
"source": [
"fp = \"/Users/alinawalch/Documents/OneDrive - epfl.ch/Publications/PV_potential/data_figures/roof_sample_GVA/roof_sample_GVA.shp\"\n",
"roof_set.to_file( fp )"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [
{
"ename": "AttributeError",
"evalue": "'GeoDataFrame' object has no attribute 'AUSRICHTUN'",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m<ipython-input-26-c6314a779397>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mroofs_suitable\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mroof_set\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mabs\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mroof_set\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAUSRICHTUN\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m<=\u001b[0m \u001b[0;36m90\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m&\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mroof_set\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mavailable_area\u001b[0m \u001b[0;34m>=\u001b[0m \u001b[0;36m8\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mroofs_unsuitable_both\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mroof_set\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mabs\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mroof_set\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAUSRICHTUN\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m>\u001b[0m \u001b[0;36m90\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m&\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mroof_set\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mavailable_area\u001b[0m \u001b[0;34m<\u001b[0m \u001b[0;36m8\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mroofs_unsuitable_area\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mroof_set\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mroof_set\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mavailable_area\u001b[0m \u001b[0;34m<\u001b[0m \u001b[0;36m8\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m&\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mabs\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mroof_set\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAUSRICHTUN\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m<=\u001b[0m \u001b[0;36m90\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0mroofs_unsuitable_aspect\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mroof_set\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mabs\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mroof_set\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAUSRICHTUN\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m>\u001b[0m \u001b[0;36m90\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m&\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mroof_set\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mavailable_area\u001b[0m \u001b[0;34m>=\u001b[0m \u001b[0;36m8\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/Applications/anaconda2/envs/py3_geo/lib/python3.7/site-packages/pandas/core/generic.py\u001b[0m in \u001b[0;36m__getattr__\u001b[0;34m(self, name)\u001b[0m\n\u001b[1;32m 5178\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_info_axis\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_can_hold_identifiers_and_holds_name\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5179\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 5180\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mobject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__getattribute__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 5181\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5182\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m__setattr__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mAttributeError\u001b[0m: 'GeoDataFrame' object has no attribute 'AUSRICHTUN'"
]
}
],
"source": [
"roofs_suitable = roof_set[(abs(roof_set.AUSRICHTUN) <= 90) & (roof_set.available_area >= 8) ]\n",
"roofs_unsuitable_both = roof_set[(abs(roof_set.AUSRICHTUN) > 90) & (roof_set.available_area < 8) ]\n",
"roofs_unsuitable_area = roof_set[(roof_set.available_area < 8) & (abs(roof_set.AUSRICHTUN) <= 90) ]\n",
"roofs_unsuitable_aspect = roof_set[(abs(roof_set.AUSRICHTUN) > 90) & (roof_set.available_area >= 8) ]"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"data": {
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" alert('Your browser does not have WebSocket support. ' +\n",
" 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
" 'Firefox 4 and 5 are also supported but you ' +\n",
" 'have to enable WebSockets in about:config.');\n",
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" warnings.textContent = (\n",
" \"This browser does not support binary websocket messages. \" +\n",
" \"Performance may be slow.\");\n",
" }\n",
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"\n",
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" // put a spacer in here.\n",
" continue;\n",
" }\n",
" var button = $('<button/>');\n",
" button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
" 'ui-button-icon-only');\n",
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"\n",
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"\n",
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"}\n",
"\n",
"mpl.figure.prototype.send_message = function(type, properties) {\n",
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" properties['figure_id'] = this.id;\n",
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"}\n",
"\n",
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" this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
" }\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" var format_dropdown = fig.format_dropdown;\n",
" var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
" fig.ondownload(fig, format);\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
" var size = msg['size'];\n",
" if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
" fig._resize_canvas(size[0], size[1]);\n",
" fig.send_message(\"refresh\", {});\n",
" };\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
" var x0 = msg['x0'] / mpl.ratio;\n",
" var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
" var x1 = msg['x1'] / mpl.ratio;\n",
" var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
" x0 = Math.floor(x0) + 0.5;\n",
" y0 = Math.floor(y0) + 0.5;\n",
" x1 = Math.floor(x1) + 0.5;\n",
" y1 = Math.floor(y1) + 0.5;\n",
" var min_x = Math.min(x0, x1);\n",
" var min_y = Math.min(y0, y1);\n",
" var width = Math.abs(x1 - x0);\n",
" var height = Math.abs(y1 - y0);\n",
"\n",
" fig.rubberband_context.clearRect(\n",
" 0, 0, fig.canvas.width, fig.canvas.height);\n",
"\n",
" fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
" // Updates the figure title.\n",
" fig.header.textContent = msg['label'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
" var cursor = msg['cursor'];\n",
" switch(cursor)\n",
" {\n",
" case 0:\n",
" cursor = 'pointer';\n",
" break;\n",
" case 1:\n",
" cursor = 'default';\n",
" break;\n",
" case 2:\n",
" cursor = 'crosshair';\n",
" break;\n",
" case 3:\n",
" cursor = 'move';\n",
" break;\n",
" }\n",
" fig.rubberband_canvas.style.cursor = cursor;\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_message = function(fig, msg) {\n",
" fig.message.textContent = msg['message'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
" // Request the server to send over a new figure.\n",
" fig.send_draw_message();\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
" fig.image_mode = msg['mode'];\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Called whenever the canvas gets updated.\n",
" this.send_message(\"ack\", {});\n",
"}\n",
"\n",
"// A function to construct a web socket function for onmessage handling.\n",
"// Called in the figure constructor.\n",
"mpl.figure.prototype._make_on_message_function = function(fig) {\n",
" return function socket_on_message(evt) {\n",
" if (evt.data instanceof Blob) {\n",
" /* FIXME: We get \"Resource interpreted as Image but\n",
" * transferred with MIME type text/plain:\" errors on\n",
" * Chrome. But how to set the MIME type? It doesn't seem\n",
" * to be part of the websocket stream */\n",
" evt.data.type = \"image/png\";\n",
"\n",
" /* Free the memory for the previous frames */\n",
" if (fig.imageObj.src) {\n",
" (window.URL || window.webkitURL).revokeObjectURL(\n",
" fig.imageObj.src);\n",
" }\n",
"\n",
" fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
" evt.data);\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
" else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
" fig.imageObj.src = evt.data;\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
"\n",
" var msg = JSON.parse(evt.data);\n",
" var msg_type = msg['type'];\n",
"\n",
" // Call the \"handle_{type}\" callback, which takes\n",
" // the figure and JSON message as its only arguments.\n",
" try {\n",
" var callback = fig[\"handle_\" + msg_type];\n",
" } catch (e) {\n",
" console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
" return;\n",
" }\n",
"\n",
" if (callback) {\n",
" try {\n",
" // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
" callback(fig, msg);\n",
" } catch (e) {\n",
" console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
" }\n",
" }\n",
" };\n",
"}\n",
"\n",
"// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
"mpl.findpos = function(e) {\n",
" //this section is from http://www.quirksmode.org/js/events_properties.html\n",
" var targ;\n",
" if (!e)\n",
" e = window.event;\n",
" if (e.target)\n",
" targ = e.target;\n",
" else if (e.srcElement)\n",
" targ = e.srcElement;\n",
" if (targ.nodeType == 3) // defeat Safari bug\n",
" targ = targ.parentNode;\n",
"\n",
" // jQuery normalizes the pageX and pageY\n",
" // pageX,Y are the mouse positions relative to the document\n",
" // offset() returns the position of the element relative to the document\n",
" var x = e.pageX - $(targ).offset().left;\n",
" var y = e.pageY - $(targ).offset().top;\n",
"\n",
" return {\"x\": x, \"y\": y};\n",
"};\n",
"\n",
"/*\n",
" * return a copy of an object with only non-object keys\n",
" * we need this to avoid circular references\n",
" * http://stackoverflow.com/a/24161582/3208463\n",
" */\n",
"function simpleKeys (original) {\n",
" return Object.keys(original).reduce(function (obj, key) {\n",
" if (typeof original[key] !== 'object')\n",
" obj[key] = original[key]\n",
" return obj;\n",
" }, {});\n",
"}\n",
"\n",
"mpl.figure.prototype.mouse_event = function(event, name) {\n",
" var canvas_pos = mpl.findpos(event)\n",
"\n",
" if (name === 'button_press')\n",
" {\n",
" this.canvas.focus();\n",
" this.canvas_div.focus();\n",
" }\n",
"\n",
" var x = canvas_pos.x * mpl.ratio;\n",
" var y = canvas_pos.y * mpl.ratio;\n",
"\n",
" this.send_message(name, {x: x, y: y, button: event.button,\n",
" step: event.step,\n",
" guiEvent: simpleKeys(event)});\n",
"\n",
" /* This prevents the web browser from automatically changing to\n",
" * the text insertion cursor when the button is pressed. We want\n",
" * to control all of the cursor setting manually through the\n",
" * 'cursor' event from matplotlib */\n",
" event.preventDefault();\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" // Handle any extra behaviour associated with a key event\n",
"}\n",
"\n",
"mpl.figure.prototype.key_event = function(event, name) {\n",
"\n",
" // Prevent repeat events\n",
" if (name == 'key_press')\n",
" {\n",
" if (event.which === this._key)\n",
" return;\n",
" else\n",
" this._key = event.which;\n",
" }\n",
" if (name == 'key_release')\n",
" this._key = null;\n",
"\n",
" var value = '';\n",
" if (event.ctrlKey && event.which != 17)\n",
" value += \"ctrl+\";\n",
" if (event.altKey && event.which != 18)\n",
" value += \"alt+\";\n",
" if (event.shiftKey && event.which != 16)\n",
" value += \"shift+\";\n",
"\n",
" value += 'k';\n",
" value += event.which.toString();\n",
"\n",
" this._key_event_extra(event, name);\n",
"\n",
" this.send_message(name, {key: value,\n",
" guiEvent: simpleKeys(event)});\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
" if (name == 'download') {\n",
" this.handle_save(this, null);\n",
" } else {\n",
" this.send_message(\"toolbar_button\", {name: name});\n",
" }\n",
"};\n",
"\n",
"mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
" this.message.textContent = tooltip;\n",
"};\n",
"mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
"\n",
"mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
"\n",
"mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
" // Create a \"websocket\"-like object which calls the given IPython comm\n",
" // object with the appropriate methods. Currently this is a non binary\n",
" // socket, so there is still some room for performance tuning.\n",
" var ws = {};\n",
"\n",
" ws.close = function() {\n",
" comm.close()\n",
" };\n",
" ws.send = function(m) {\n",
" //console.log('sending', m);\n",
" comm.send(m);\n",
" };\n",
" // Register the callback with on_msg.\n",
" comm.on_msg(function(msg) {\n",
" //console.log('receiving', msg['content']['data'], msg);\n",
" // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
" ws.onmessage(msg['content']['data'])\n",
" });\n",
" return ws;\n",
"}\n",
"\n",
"mpl.mpl_figure_comm = function(comm, msg) {\n",
" // This is the function which gets called when the mpl process\n",
" // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
"\n",
" var id = msg.content.data.id;\n",
" // Get hold of the div created by the display call when the Comm\n",
" // socket was opened in Python.\n",
" var element = $(\"#\" + id);\n",
" var ws_proxy = comm_websocket_adapter(comm)\n",
"\n",
" function ondownload(figure, format) {\n",
" window.open(figure.imageObj.src);\n",
" }\n",
"\n",
" var fig = new mpl.figure(id, ws_proxy,\n",
" ondownload,\n",
" element.get(0));\n",
"\n",
" // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
" // web socket which is closed, not our websocket->open comm proxy.\n",
" ws_proxy.onopen();\n",
"\n",
" fig.parent_element = element.get(0);\n",
" fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
" if (!fig.cell_info) {\n",
" console.error(\"Failed to find cell for figure\", id, fig);\n",
" return;\n",
" }\n",
"\n",
" var output_index = fig.cell_info[2]\n",
" var cell = fig.cell_info[0];\n",
"\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_close = function(fig, msg) {\n",
" var width = fig.canvas.width/mpl.ratio\n",
" fig.root.unbind('remove')\n",
"\n",
" // Update the output cell to use the data from the current canvas.\n",
" fig.push_to_output();\n",
" var dataURL = fig.canvas.toDataURL();\n",
" // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
" // the notebook keyboard shortcuts fail.\n",
" IPython.keyboard_manager.enable()\n",
" $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
" fig.close_ws(fig, msg);\n",
"}\n",
"\n",
"mpl.figure.prototype.close_ws = function(fig, msg){\n",
" fig.send_message('closing', msg);\n",
" // fig.ws.close()\n",
"}\n",
"\n",
"mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
" // Turn the data on the canvas into data in the output cell.\n",
" var width = this.canvas.width/mpl.ratio\n",
" var dataURL = this.canvas.toDataURL();\n",
" this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Tell IPython that the notebook contents must change.\n",
" IPython.notebook.set_dirty(true);\n",
" this.send_message(\"ack\", {});\n",
" var fig = this;\n",
" // Wait a second, then push the new image to the DOM so\n",
" // that it is saved nicely (might be nice to debounce this).\n",
" setTimeout(function () { fig.push_to_output() }, 1000);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>');\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items){\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) { continue; };\n",
"\n",
" var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" // Add the status bar.\n",
" var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"\n",
" // Add the close button to the window.\n",
" var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
" var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
" button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
" button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
" buttongrp.append(button);\n",
" var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
" titlebar.prepend(buttongrp);\n",
"}\n",
"\n",
"mpl.figure.prototype._root_extra_style = function(el){\n",
" var fig = this\n",
" el.on(\"remove\", function(){\n",
"\tfig.close_ws(fig, {});\n",
" });\n",
"}\n",
"\n",
"mpl.figure.prototype._canvas_extra_style = function(el){\n",
" // this is important to make the div 'focusable\n",
" el.attr('tabindex', 0)\n",
" // reach out to IPython and tell the keyboard manager to turn it's self\n",
" // off when our div gets focus\n",
"\n",
" // location in version 3\n",
" if (IPython.notebook.keyboard_manager) {\n",
" IPython.notebook.keyboard_manager.register_events(el);\n",
" }\n",
" else {\n",
" // location in version 2\n",
" IPython.keyboard_manager.register_events(el);\n",
" }\n",
"\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" var manager = IPython.notebook.keyboard_manager;\n",
" if (!manager)\n",
" manager = IPython.keyboard_manager;\n",
"\n",
" // Check for shift+enter\n",
" if (event.shiftKey && event.which == 13) {\n",
" this.canvas_div.blur();\n",
" event.shiftKey = false;\n",
" // Send a \"J\" for go to next cell\n",
" event.which = 74;\n",
" event.keyCode = 74;\n",
" manager.command_mode();\n",
" manager.handle_keydown(event);\n",
" }\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" fig.ondownload(fig, null);\n",
"}\n",
"\n",
"\n",
"mpl.find_output_cell = function(html_output) {\n",
" // Return the cell and output element which can be found *uniquely* in the notebook.\n",
" // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
" // IPython event is triggered only after the cells have been serialised, which for\n",
" // our purposes (turning an active figure into a static one), is too late.\n",
" var cells = IPython.notebook.get_cells();\n",
" var ncells = cells.length;\n",
" for (var i=0; i<ncells; i++) {\n",
" var cell = cells[i];\n",
" if (cell.cell_type === 'code'){\n",
" for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
" var data = cell.output_area.outputs[j];\n",
" if (data.data) {\n",
" // IPython >= 3 moved mimebundle to data attribute of output\n",
" data = data.data;\n",
" }\n",
" if (data['text/html'] == html_output) {\n",
" return [cell, data, j];\n",
" }\n",
" }\n",
" }\n",
" }\n",
"}\n",
"\n",
"// Register the function which deals with the matplotlib target/channel.\n",
"// The kernel may be null if the page has been refreshed.\n",
"if (IPython.notebook.kernel != null) {\n",
" IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
"}\n"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
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\" width=\"640\">"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"VMAX = 100\n",
"linecolor = 'k'\n",
"LW = 0.1\n",
"matplotlib.rcParams.update({'font.size': 14})\n",
"\n",
"fig, ax = plt.subplots() # figsize = (10, 10)\n",
"\n",
"plt.imshow(data_swapped, extent = (x0, x1, y0, y1), alpha = 0.4, origin = 'lower')\n",
"roofs_suitable.plot( ax = ax, column = 'PV_norm', cmap = cm_PV, vmax = VMAX,\n",
" edgecolor = linecolor, lw = LW, alpha = 0.7,\n",
" legend=False)\n",
"roofs_unsuitable_both.plot( ax = ax, column = 'PV_norm', cmap = cm_PV, vmax = VMAX, # color = 'lightgrey',\n",
" edgecolor = linecolor, lw = LW, alpha = 0.7, hatch = \"xxxx\",\n",
" legend=False)\n",
"roofs_unsuitable_aspect.plot( ax = ax, column = 'PV_norm', cmap = cm_PV, vmax = VMAX, # color = 'lightgrey',\n",
" edgecolor = linecolor, lw = LW, alpha = 0.7, hatch = \"\\\\\\\\\\\\\\\\\",\n",
" legend=False)\n",
"roofs_unsuitable_area.plot( ax = ax, column = 'PV_norm', cmap = cm_PV, vmax = VMAX, # color = 'lightgrey',\n",
" edgecolor = linecolor, lw = LW, alpha = 0.7, hatch = \"////\",\n",
" legend=False)\n",
"\n",
"# add colorbar\n",
"norm = matplotlib.colors.Normalize(vmin=roof_set.PV_norm.min(), vmax=VMAX)\n",
"cbar = plt.cm.ScalarMappable(norm=norm, cmap=cm_PV)\n",
"ax_cbar = fig.colorbar(cbar, ax=ax, extend = 'max')\n",
"# add label for the colorbar\n",
"ax_cbar.set_label('Normalized PV potential ($kWh/m^2_{roof}$)')\n",
"\n",
"# FORMATTING\n",
"plt.axis('equal')\n",
"plt.axis('off')\n",
"plt.tight_layout()\n",
"\n",
"plt.ylim((118030, 118120))\n",
"plt.xlim((499870, 499960))\n",
"\n",
"# add legend\n",
"asp_excl = mpatches.Patch(facecolor='none', edgecolor = linecolor, hatch = \"\\\\\\\\\\\\\\\\\", label='$|\\gamma| > 90°$')\n",
"area_excl = mpatches.Patch(facecolor='none', edgecolor = linecolor, hatch = \"////\", label='$A_{PV} < 8 m^2$')\n",
"plt.legend(handles=[asp_excl, area_excl], loc = 1, framealpha = 0.85)\n",
"\n",
"plt.show()\n",
"# plt.savefig('PVpot_roofs.jpg', dpi = 1000)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Show all roofs"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [],
"source": [
"roofs_suitable = roofs_merged[(abs(roofs_merged.AUSRICHTUN) <= 90) & (roofs_merged.available_area >= 8) ]\n",
"roofs_unsuitable = roofs_merged[(abs(roofs_merged.AUSRICHTUN) > 90) | (roofs_merged.available_area < 8) ]\n",
"roofs_unsuitable_area = roofs_merged[(roofs_merged.available_area < 8) ]\n",
"roofs_unsuitable_aspect = roofs_merged[(abs(roofs_merged.AUSRICHTUN) > 90) ]"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"application/javascript": [
"/* Put everything inside the global mpl namespace */\n",
"window.mpl = {};\n",
"\n",
"\n",
"mpl.get_websocket_type = function() {\n",
" if (typeof(WebSocket) !== 'undefined') {\n",
" return WebSocket;\n",
" } else if (typeof(MozWebSocket) !== 'undefined') {\n",
" return MozWebSocket;\n",
" } else {\n",
" alert('Your browser does not have WebSocket support. ' +\n",
" 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
" 'Firefox 4 and 5 are also supported but you ' +\n",
" 'have to enable WebSockets in about:config.');\n",
" };\n",
"}\n",
"\n",
"mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
" this.id = figure_id;\n",
"\n",
" this.ws = websocket;\n",
"\n",
" this.supports_binary = (this.ws.binaryType != undefined);\n",
"\n",
" if (!this.supports_binary) {\n",
" var warnings = document.getElementById(\"mpl-warnings\");\n",
" if (warnings) {\n",
" warnings.style.display = 'block';\n",
" warnings.textContent = (\n",
" \"This browser does not support binary websocket messages. \" +\n",
" \"Performance may be slow.\");\n",
" }\n",
" }\n",
"\n",
" this.imageObj = new Image();\n",
"\n",
" this.context = undefined;\n",
" this.message = undefined;\n",
" this.canvas = undefined;\n",
" this.rubberband_canvas = undefined;\n",
" this.rubberband_context = undefined;\n",
" this.format_dropdown = undefined;\n",
"\n",
" this.image_mode = 'full';\n",
"\n",
" this.root = $('<div/>');\n",
" this._root_extra_style(this.root)\n",
" this.root.attr('style', 'display: inline-block');\n",
"\n",
" $(parent_element).append(this.root);\n",
"\n",
" this._init_header(this);\n",
" this._init_canvas(this);\n",
" this._init_toolbar(this);\n",
"\n",
" var fig = this;\n",
"\n",
" this.waiting = false;\n",
"\n",
" this.ws.onopen = function () {\n",
" fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
" fig.send_message(\"send_image_mode\", {});\n",
" if (mpl.ratio != 1) {\n",
" fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
" }\n",
" fig.send_message(\"refresh\", {});\n",
" }\n",
"\n",
" this.imageObj.onload = function() {\n",
" if (fig.image_mode == 'full') {\n",
" // Full images could contain transparency (where diff images\n",
" // almost always do), so we need to clear the canvas so that\n",
" // there is no ghosting.\n",
" fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
" }\n",
" fig.context.drawImage(fig.imageObj, 0, 0);\n",
" };\n",
"\n",
" this.imageObj.onunload = function() {\n",
" fig.ws.close();\n",
" }\n",
"\n",
" this.ws.onmessage = this._make_on_message_function(this);\n",
"\n",
" this.ondownload = ondownload;\n",
"}\n",
"\n",
"mpl.figure.prototype._init_header = function() {\n",
" var titlebar = $(\n",
" '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
" 'ui-helper-clearfix\"/>');\n",
" var titletext = $(\n",
" '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
" 'text-align: center; padding: 3px;\"/>');\n",
" titlebar.append(titletext)\n",
" this.root.append(titlebar);\n",
" this.header = titletext[0];\n",
"}\n",
"\n",
"\n",
"\n",
"mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
"\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
"\n",
"}\n",
"\n",
"mpl.figure.prototype._init_canvas = function() {\n",
" var fig = this;\n",
"\n",
" var canvas_div = $('<div/>');\n",
"\n",
" canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
"\n",
" function canvas_keyboard_event(event) {\n",
" return fig.key_event(event, event['data']);\n",
" }\n",
"\n",
" canvas_div.keydown('key_press', canvas_keyboard_event);\n",
" canvas_div.keyup('key_release', canvas_keyboard_event);\n",
" this.canvas_div = canvas_div\n",
" this._canvas_extra_style(canvas_div)\n",
" this.root.append(canvas_div);\n",
"\n",
" var canvas = $('<canvas/>');\n",
" canvas.addClass('mpl-canvas');\n",
" canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
"\n",
" this.canvas = canvas[0];\n",
" this.context = canvas[0].getContext(\"2d\");\n",
"\n",
" var backingStore = this.context.backingStorePixelRatio ||\n",
"\tthis.context.webkitBackingStorePixelRatio ||\n",
"\tthis.context.mozBackingStorePixelRatio ||\n",
"\tthis.context.msBackingStorePixelRatio ||\n",
"\tthis.context.oBackingStorePixelRatio ||\n",
"\tthis.context.backingStorePixelRatio || 1;\n",
"\n",
" mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
"\n",
" var rubberband = $('<canvas/>');\n",
" rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
"\n",
" var pass_mouse_events = true;\n",
"\n",
" canvas_div.resizable({\n",
" start: function(event, ui) {\n",
" pass_mouse_events = false;\n",
" },\n",
" resize: function(event, ui) {\n",
" fig.request_resize(ui.size.width, ui.size.height);\n",
" },\n",
" stop: function(event, ui) {\n",
" pass_mouse_events = true;\n",
" fig.request_resize(ui.size.width, ui.size.height);\n",
" },\n",
" });\n",
"\n",
" function mouse_event_fn(event) {\n",
" if (pass_mouse_events)\n",
" return fig.mouse_event(event, event['data']);\n",
" }\n",
"\n",
" rubberband.mousedown('button_press', mouse_event_fn);\n",
" rubberband.mouseup('button_release', mouse_event_fn);\n",
" // Throttle sequential mouse events to 1 every 20ms.\n",
" rubberband.mousemove('motion_notify', mouse_event_fn);\n",
"\n",
" rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
" rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
"\n",
" canvas_div.on(\"wheel\", function (event) {\n",
" event = event.originalEvent;\n",
" event['data'] = 'scroll'\n",
" if (event.deltaY < 0) {\n",
" event.step = 1;\n",
" } else {\n",
" event.step = -1;\n",
" }\n",
" mouse_event_fn(event);\n",
" });\n",
"\n",
" canvas_div.append(canvas);\n",
" canvas_div.append(rubberband);\n",
"\n",
" this.rubberband = rubberband;\n",
" this.rubberband_canvas = rubberband[0];\n",
" this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
" this.rubberband_context.strokeStyle = \"#000000\";\n",
"\n",
" this._resize_canvas = function(width, height) {\n",
" // Keep the size of the canvas, canvas container, and rubber band\n",
" // canvas in synch.\n",
" canvas_div.css('width', width)\n",
" canvas_div.css('height', height)\n",
"\n",
" canvas.attr('width', width * mpl.ratio);\n",
" canvas.attr('height', height * mpl.ratio);\n",
" canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
"\n",
" rubberband.attr('width', width);\n",
" rubberband.attr('height', height);\n",
" }\n",
"\n",
" // Set the figure to an initial 600x600px, this will subsequently be updated\n",
" // upon first draw.\n",
" this._resize_canvas(600, 600);\n",
"\n",
" // Disable right mouse context menu.\n",
" $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
" return false;\n",
" });\n",
"\n",
" function set_focus () {\n",
" canvas.focus();\n",
" canvas_div.focus();\n",
" }\n",
"\n",
" window.setTimeout(set_focus, 100);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>');\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items) {\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) {\n",
" // put a spacer in here.\n",
" continue;\n",
" }\n",
" var button = $('<button/>');\n",
" button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
" 'ui-button-icon-only');\n",
" button.attr('role', 'button');\n",
" button.attr('aria-disabled', 'false');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
"\n",
" var icon_img = $('<span/>');\n",
" icon_img.addClass('ui-button-icon-primary ui-icon');\n",
" icon_img.addClass(image);\n",
" icon_img.addClass('ui-corner-all');\n",
"\n",
" var tooltip_span = $('<span/>');\n",
" tooltip_span.addClass('ui-button-text');\n",
" tooltip_span.html(tooltip);\n",
"\n",
" button.append(icon_img);\n",
" button.append(tooltip_span);\n",
"\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" var fmt_picker_span = $('<span/>');\n",
"\n",
" var fmt_picker = $('<select/>');\n",
" fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
" fmt_picker_span.append(fmt_picker);\n",
" nav_element.append(fmt_picker_span);\n",
" this.format_dropdown = fmt_picker[0];\n",
"\n",
" for (var ind in mpl.extensions) {\n",
" var fmt = mpl.extensions[ind];\n",
" var option = $(\n",
" '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
" fmt_picker.append(option);\n",
" }\n",
"\n",
" // Add hover states to the ui-buttons\n",
" $( \".ui-button\" ).hover(\n",
" function() { $(this).addClass(\"ui-state-hover\");},\n",
" function() { $(this).removeClass(\"ui-state-hover\");}\n",
" );\n",
"\n",
" var status_bar = $('<span class=\"mpl-message\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"}\n",
"\n",
"mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
" // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
" // which will in turn request a refresh of the image.\n",
" this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
"}\n",
"\n",
"mpl.figure.prototype.send_message = function(type, properties) {\n",
" properties['type'] = type;\n",
" properties['figure_id'] = this.id;\n",
" this.ws.send(JSON.stringify(properties));\n",
"}\n",
"\n",
"mpl.figure.prototype.send_draw_message = function() {\n",
" if (!this.waiting) {\n",
" this.waiting = true;\n",
" this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
" }\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" var format_dropdown = fig.format_dropdown;\n",
" var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
" fig.ondownload(fig, format);\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
" var size = msg['size'];\n",
" if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
" fig._resize_canvas(size[0], size[1]);\n",
" fig.send_message(\"refresh\", {});\n",
" };\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
" var x0 = msg['x0'] / mpl.ratio;\n",
" var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
" var x1 = msg['x1'] / mpl.ratio;\n",
" var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
" x0 = Math.floor(x0) + 0.5;\n",
" y0 = Math.floor(y0) + 0.5;\n",
" x1 = Math.floor(x1) + 0.5;\n",
" y1 = Math.floor(y1) + 0.5;\n",
" var min_x = Math.min(x0, x1);\n",
" var min_y = Math.min(y0, y1);\n",
" var width = Math.abs(x1 - x0);\n",
" var height = Math.abs(y1 - y0);\n",
"\n",
" fig.rubberband_context.clearRect(\n",
" 0, 0, fig.canvas.width, fig.canvas.height);\n",
"\n",
" fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
" // Updates the figure title.\n",
" fig.header.textContent = msg['label'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
" var cursor = msg['cursor'];\n",
" switch(cursor)\n",
" {\n",
" case 0:\n",
" cursor = 'pointer';\n",
" break;\n",
" case 1:\n",
" cursor = 'default';\n",
" break;\n",
" case 2:\n",
" cursor = 'crosshair';\n",
" break;\n",
" case 3:\n",
" cursor = 'move';\n",
" break;\n",
" }\n",
" fig.rubberband_canvas.style.cursor = cursor;\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_message = function(fig, msg) {\n",
" fig.message.textContent = msg['message'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
" // Request the server to send over a new figure.\n",
" fig.send_draw_message();\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
" fig.image_mode = msg['mode'];\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Called whenever the canvas gets updated.\n",
" this.send_message(\"ack\", {});\n",
"}\n",
"\n",
"// A function to construct a web socket function for onmessage handling.\n",
"// Called in the figure constructor.\n",
"mpl.figure.prototype._make_on_message_function = function(fig) {\n",
" return function socket_on_message(evt) {\n",
" if (evt.data instanceof Blob) {\n",
" /* FIXME: We get \"Resource interpreted as Image but\n",
" * transferred with MIME type text/plain:\" errors on\n",
" * Chrome. But how to set the MIME type? It doesn't seem\n",
" * to be part of the websocket stream */\n",
" evt.data.type = \"image/png\";\n",
"\n",
" /* Free the memory for the previous frames */\n",
" if (fig.imageObj.src) {\n",
" (window.URL || window.webkitURL).revokeObjectURL(\n",
" fig.imageObj.src);\n",
" }\n",
"\n",
" fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
" evt.data);\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
" else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
" fig.imageObj.src = evt.data;\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
"\n",
" var msg = JSON.parse(evt.data);\n",
" var msg_type = msg['type'];\n",
"\n",
" // Call the \"handle_{type}\" callback, which takes\n",
" // the figure and JSON message as its only arguments.\n",
" try {\n",
" var callback = fig[\"handle_\" + msg_type];\n",
" } catch (e) {\n",
" console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
" return;\n",
" }\n",
"\n",
" if (callback) {\n",
" try {\n",
" // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
" callback(fig, msg);\n",
" } catch (e) {\n",
" console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
" }\n",
" }\n",
" };\n",
"}\n",
"\n",
"// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
"mpl.findpos = function(e) {\n",
" //this section is from http://www.quirksmode.org/js/events_properties.html\n",
" var targ;\n",
" if (!e)\n",
" e = window.event;\n",
" if (e.target)\n",
" targ = e.target;\n",
" else if (e.srcElement)\n",
" targ = e.srcElement;\n",
" if (targ.nodeType == 3) // defeat Safari bug\n",
" targ = targ.parentNode;\n",
"\n",
" // jQuery normalizes the pageX and pageY\n",
" // pageX,Y are the mouse positions relative to the document\n",
" // offset() returns the position of the element relative to the document\n",
" var x = e.pageX - $(targ).offset().left;\n",
" var y = e.pageY - $(targ).offset().top;\n",
"\n",
" return {\"x\": x, \"y\": y};\n",
"};\n",
"\n",
"/*\n",
" * return a copy of an object with only non-object keys\n",
" * we need this to avoid circular references\n",
" * http://stackoverflow.com/a/24161582/3208463\n",
" */\n",
"function simpleKeys (original) {\n",
" return Object.keys(original).reduce(function (obj, key) {\n",
" if (typeof original[key] !== 'object')\n",
" obj[key] = original[key]\n",
" return obj;\n",
" }, {});\n",
"}\n",
"\n",
"mpl.figure.prototype.mouse_event = function(event, name) {\n",
" var canvas_pos = mpl.findpos(event)\n",
"\n",
" if (name === 'button_press')\n",
" {\n",
" this.canvas.focus();\n",
" this.canvas_div.focus();\n",
" }\n",
"\n",
" var x = canvas_pos.x * mpl.ratio;\n",
" var y = canvas_pos.y * mpl.ratio;\n",
"\n",
" this.send_message(name, {x: x, y: y, button: event.button,\n",
" step: event.step,\n",
" guiEvent: simpleKeys(event)});\n",
"\n",
" /* This prevents the web browser from automatically changing to\n",
" * the text insertion cursor when the button is pressed. We want\n",
" * to control all of the cursor setting manually through the\n",
" * 'cursor' event from matplotlib */\n",
" event.preventDefault();\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" // Handle any extra behaviour associated with a key event\n",
"}\n",
"\n",
"mpl.figure.prototype.key_event = function(event, name) {\n",
"\n",
" // Prevent repeat events\n",
" if (name == 'key_press')\n",
" {\n",
" if (event.which === this._key)\n",
" return;\n",
" else\n",
" this._key = event.which;\n",
" }\n",
" if (name == 'key_release')\n",
" this._key = null;\n",
"\n",
" var value = '';\n",
" if (event.ctrlKey && event.which != 17)\n",
" value += \"ctrl+\";\n",
" if (event.altKey && event.which != 18)\n",
" value += \"alt+\";\n",
" if (event.shiftKey && event.which != 16)\n",
" value += \"shift+\";\n",
"\n",
" value += 'k';\n",
" value += event.which.toString();\n",
"\n",
" this._key_event_extra(event, name);\n",
"\n",
" this.send_message(name, {key: value,\n",
" guiEvent: simpleKeys(event)});\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
" if (name == 'download') {\n",
" this.handle_save(this, null);\n",
" } else {\n",
" this.send_message(\"toolbar_button\", {name: name});\n",
" }\n",
"};\n",
"\n",
"mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
" this.message.textContent = tooltip;\n",
"};\n",
"mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
"\n",
"mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
"\n",
"mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
" // Create a \"websocket\"-like object which calls the given IPython comm\n",
" // object with the appropriate methods. Currently this is a non binary\n",
" // socket, so there is still some room for performance tuning.\n",
" var ws = {};\n",
"\n",
" ws.close = function() {\n",
" comm.close()\n",
" };\n",
" ws.send = function(m) {\n",
" //console.log('sending', m);\n",
" comm.send(m);\n",
" };\n",
" // Register the callback with on_msg.\n",
" comm.on_msg(function(msg) {\n",
" //console.log('receiving', msg['content']['data'], msg);\n",
" // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
" ws.onmessage(msg['content']['data'])\n",
" });\n",
" return ws;\n",
"}\n",
"\n",
"mpl.mpl_figure_comm = function(comm, msg) {\n",
" // This is the function which gets called when the mpl process\n",
" // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
"\n",
" var id = msg.content.data.id;\n",
" // Get hold of the div created by the display call when the Comm\n",
" // socket was opened in Python.\n",
" var element = $(\"#\" + id);\n",
" var ws_proxy = comm_websocket_adapter(comm)\n",
"\n",
" function ondownload(figure, format) {\n",
" window.open(figure.imageObj.src);\n",
" }\n",
"\n",
" var fig = new mpl.figure(id, ws_proxy,\n",
" ondownload,\n",
" element.get(0));\n",
"\n",
" // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
" // web socket which is closed, not our websocket->open comm proxy.\n",
" ws_proxy.onopen();\n",
"\n",
" fig.parent_element = element.get(0);\n",
" fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
" if (!fig.cell_info) {\n",
" console.error(\"Failed to find cell for figure\", id, fig);\n",
" return;\n",
" }\n",
"\n",
" var output_index = fig.cell_info[2]\n",
" var cell = fig.cell_info[0];\n",
"\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_close = function(fig, msg) {\n",
" var width = fig.canvas.width/mpl.ratio\n",
" fig.root.unbind('remove')\n",
"\n",
" // Update the output cell to use the data from the current canvas.\n",
" fig.push_to_output();\n",
" var dataURL = fig.canvas.toDataURL();\n",
" // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
" // the notebook keyboard shortcuts fail.\n",
" IPython.keyboard_manager.enable()\n",
" $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
" fig.close_ws(fig, msg);\n",
"}\n",
"\n",
"mpl.figure.prototype.close_ws = function(fig, msg){\n",
" fig.send_message('closing', msg);\n",
" // fig.ws.close()\n",
"}\n",
"\n",
"mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
" // Turn the data on the canvas into data in the output cell.\n",
" var width = this.canvas.width/mpl.ratio\n",
" var dataURL = this.canvas.toDataURL();\n",
" this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Tell IPython that the notebook contents must change.\n",
" IPython.notebook.set_dirty(true);\n",
" this.send_message(\"ack\", {});\n",
" var fig = this;\n",
" // Wait a second, then push the new image to the DOM so\n",
" // that it is saved nicely (might be nice to debounce this).\n",
" setTimeout(function () { fig.push_to_output() }, 1000);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>');\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items){\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) { continue; };\n",
"\n",
" var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" // Add the status bar.\n",
" var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"\n",
" // Add the close button to the window.\n",
" var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
" var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
" button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
" button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
" buttongrp.append(button);\n",
" var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
" titlebar.prepend(buttongrp);\n",
"}\n",
"\n",
"mpl.figure.prototype._root_extra_style = function(el){\n",
" var fig = this\n",
" el.on(\"remove\", function(){\n",
"\tfig.close_ws(fig, {});\n",
" });\n",
"}\n",
"\n",
"mpl.figure.prototype._canvas_extra_style = function(el){\n",
" // this is important to make the div 'focusable\n",
" el.attr('tabindex', 0)\n",
" // reach out to IPython and tell the keyboard manager to turn it's self\n",
" // off when our div gets focus\n",
"\n",
" // location in version 3\n",
" if (IPython.notebook.keyboard_manager) {\n",
" IPython.notebook.keyboard_manager.register_events(el);\n",
" }\n",
" else {\n",
" // location in version 2\n",
" IPython.keyboard_manager.register_events(el);\n",
" }\n",
"\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" var manager = IPython.notebook.keyboard_manager;\n",
" if (!manager)\n",
" manager = IPython.keyboard_manager;\n",
"\n",
" // Check for shift+enter\n",
" if (event.shiftKey && event.which == 13) {\n",
" this.canvas_div.blur();\n",
" event.shiftKey = false;\n",
" // Send a \"J\" for go to next cell\n",
" event.which = 74;\n",
" event.keyCode = 74;\n",
" manager.command_mode();\n",
" manager.handle_keydown(event);\n",
" }\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" fig.ondownload(fig, null);\n",
"}\n",
"\n",
"\n",
"mpl.find_output_cell = function(html_output) {\n",
" // Return the cell and output element which can be found *uniquely* in the notebook.\n",
" // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
" // IPython event is triggered only after the cells have been serialised, which for\n",
" // our purposes (turning an active figure into a static one), is too late.\n",
" var cells = IPython.notebook.get_cells();\n",
" var ncells = cells.length;\n",
" for (var i=0; i<ncells; i++) {\n",
" var cell = cells[i];\n",
" if (cell.cell_type === 'code'){\n",
" for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
" var data = cell.output_area.outputs[j];\n",
" if (data.data) {\n",
" // IPython >= 3 moved mimebundle to data attribute of output\n",
" data = data.data;\n",
" }\n",
" if (data['text/html'] == html_output) {\n",
" return [cell, data, j];\n",
" }\n",
" }\n",
" }\n",
" }\n",
"}\n",
"\n",
"// Register the function which deals with the matplotlib target/channel.\n",
"// The kernel may be null if the page has been refreshed.\n",
"if (IPython.notebook.kernel != null) {\n",
" IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
"}\n"
],
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ECBAgAABAgQIECBAQEA3AwQIECBAgAABAgQIECBAoAACAnoBmqAEAgQIECBAgAABAgQIECAgoJsBAgQIECBAgAABAgQIECBQAAEBvQBNUAIBAgQIECBAgAABAgQIEBDQzQABAgQIECBAgAABAgQIECiAgIBegCYogQABAgQIECBAgAABAgQICOhmgAABAgQIECBAgAABAgQIFEBAQC9AE5RAgAABAgQIECBAgAABAgQEdDNAgAABAgQIECBAgAABAgQKICCgF6AJSiBAgAABAgQIECBAgAABAgK6GSBAgAABAgQIECBAgAABAgUQENAL0AQlECBAgAABAgQIECBAgAABAd0MECBAgAABAgQIECBAgACBAggI6AVoghIIECBAgAABAgQIECBAgICAbgYIECBAgAABAgQIECBAgEABBAT0AjRBCQQIECBAgAABAgQIECBAQEA3AwQIECBAgAABAgQIECBAoAACAnoBmqAEAgQIECBAgAABAgQIECAgoJsBAgQIECBAgAABAgQIECBQAAEBvQBNUAIBAgQIECBAgAABAgQIEBDQzQABAgQIECBAgAABAgQIECiAgIBegCYogQABAgQIECBAgAABAgQICOhmgAABAgQIECBAgAABAgQIFEBAQC9AE5RAgAABAgQIECBAgAABAgQEdDNAgAABAgQIECBAgAABAgQKICCgF6AJSiBAgAABAgQIECBAgAABAgK6GSBAgAABAgQIECBAgAABAgUQENAL0AQlECBAgAABAgQIECBAgAABAd0MECBAgAABAgQIECBAgACBAggI6AVoghIIECBAgAABAgQIECBAgICAbgYIECBAgAABAgQIECBAgEABBAT0AjRBCQQIECBAgAABAgQIECBAQEA3AwQIECBAgAABAgQIECBAoAACAnoBmqAEAgQIECBAgAABAgQIECAgoJsBAgQIECBAgAABAgQIECBQAAEBvQBNUAIBAgQIECBAgAABAgQIEBDQzQABAgQIECBAgAABAgQIECiAgIBegCYogQABAgQIECBAgAABAgQICOhmgAABAgQIECBAgAABAgQIFEBAQC9AE5RAgAABAgQIECBAgAABAgQEdDNAgAABAgQIECBAgAABAgQKICCgF6AJSiBAgAABAgQIECBAgAABAgK6GSBAgAABAgQIECBAgAABAgUQENAL0AQlECBAgAABAgQIECBAgAABAd0MECBAgAABAgQIECBAgACBAggI6AVoghIIECBAgAABAgQIECBAgICAbgYIECBAgAABAgQIECBAgEABBAT0AjRBCQQIECBAgAABAgQIECBAQEA3AwQIECBAgAABAgQIECBAoAACAnoBmqAEAgQIECBAgAABAgQIECAgoJsBAgQIECBAgAABAgQIECBQAAEBvQBNUAIBAgQIECBAgAABAgQIEBDQzQABAgQIECBAgAABAgQIECiAgIBegCYogQABAgQIECBAgAABAgQICOhmgAABAgQIECBAgAABAgQIFEBAQC9AE5RAgAABAgQIECBAgAABAgQEdDNAgAABAgQIECBAgAABAgQKICCgF6AJSiBAgAABAgQIECBAgAABAgK6GSBAgAABAgQIECBAgAABAgUQENAL0AQlECBAgAABAgQIECBAgAABAd0MECBAgAABAgQIECBAgACBAggI6AVoghIIECBAgAABAgQIECBAgICAbgYIECBAgAABAgQIECBAgEABBAT0AjRBCQQIECBAgAABAgQIECBAQEA3AwQIECBAgAABAgQIECBAoAACAnoBmqAEAgQIECBAgAABAgQIECAgoJsBAgQIECCwgQksXbo0tWrV2sBO7bgECBAgQKD4AgJ68XukQgIECBAgQIAAAQIECBDYAAQE9A2gyY5IgAABAgT+R+D111/JNttsnypVqkAhQIAAAQIECiYgoBesIcohQIAAAQLrUuCgb/bNSSecnb0PPGxd3sbeBAgQIECAwBcQENC/AJpLCBAgQIBARRV45elH06ZrzzRt1ryiHkHdBAgQIECg0goI6JW2tQ5GgAABAgQIECBAgAABAhVJQECvSN1SKwECBAgQIECAAAECBAhUWgEBvdK21sEIECBAgAABAgQIECBAoCIJCOgVqVtqJUCAAAECBAgQIECAAIFKKyCgV9rWOhgBAgQIECBAgAABAgQIVCQBAb0idUutBAgQIECAAAECBAgQIFBpBQT0SttaByNAgAABAgQIECBAgACBiiQgoFekbqmVAAECBAgQIECAAAECBCqtgIBeaVvrYAQIECBAgAABAgQIECBQkQQE9IrULbUSIECAAAECBAgQIECAQKUVENArbWsdjAABAgQIECBAgAABAgQqkoCAXpG6pVYCBAgQIECAAAECBAgQqLQCAnqlba2DESBAgAABAgQIECBAgEBFEhDQK1K31EqAAAECBAgQIECAAAEClVZAQK+0rXUwAgQIECBAgAABAgQIEKhIAgJ6ReqWWgkQIECAwHoWuPHaK7Lb176RLdu0X893djsCBAgQILDhCQjoG17PnZgAAQIECHxCYMiQQdl4k02zdbet6RAgQIAAAQJfkYCA/hXBuy0BAgQIECiSwKyZ09OocdNUqVKlSGWphQABAgQIbFACAvoG1W6HJUCAAAECaydw3b+uyvHfP3ntLvqM1cuXL88mm2ySFStW5MXXXsrXdt7jP1aOHjM2y5bMS4+e25bL/WxCgAABAgQqmoCAXtE6pl4CBAgQILCeBMa/Nz6vDnkpRxx6zJe649Rp09OiebOMGDEsXbr0+Hivt0e8k25duq5x7ykzpqRZo2apWrXqGtdaQIAAAQIEKrKAgF6Ru6d2AgQIECDwBQTmzZuTAXfclBNOOutTr77sqsty5olnZsA9d2bC5NH56Rm/+lLheOiwIenUsVvp0/PVq1dnytTJmTjp/fTbvt/H939j+Ft54P67c+Evf/MFTuQSAgQIECBQOQQE9MrRR6cgQIAAAQJlFli+fFmee+6x7L33wWW+5n8WTpv0Xh4ccEOOPP7s1K5T7+PrlyxZkpo1a2ajjTb63D1LAvo/b7gmO/Ttmx7depauHTN+Qp546umccuLxZa6nZJ8ZM2emWdOmZb7GQgIECBAgUHQBAb3oHVIfAQIECBAomMCffv/zVK2yOmece8nHlU14b1wGvfRs9tnvoDRosFmZKv7oo48y4N/3ZsHceTnhByeU6Zr/WXTer85PqxYtcuqPyuf78Wt1c4sJECBAgMA6EhDQ1xGsbQkQIECAQGUUWLhwYV5/483svtuumTFzWqZOnZBePXcsPWrJU/Tq1aunRo0aazz6dbdely7tO2TGjDnZtte2adWq1RqvKVlQ8uR8zvw5eeW1V7L/3vuX6RqLCBAgQIBARREQ0CtKp9RJgAABAgTWsUBJ+D3vV2fl0t9c/rl3uu7mG9OoYb28OuTJnHDMmRk2/NXstus30qBBgzJXOOiN59O3184pebP7cy8+m3322rfM15YsPOCob+evl/wpW26++VpdZzEBAgQIECiygIBe5O6ojQABAgQIrGeBO+65O4cf8u013nXoW2/njrvuSouGG6Vl40ZZsLpqjvvuSRk/enjadNh6jdf/7wVHHHdibr/hmjJfU/IPCX++9qocvPfeabNFuzJfZyEBAgQIECi6gIBe9A6pjwABAgQIFFSg5DvkE99/Pw8/dE+mvDcqq1Z/kGofbpStd9g1XTp3yYqlS9J3+10zfda0NGvcvNxO8eTTD2ab7ttms8bNym1PGxEgQIAAgSIICOhF6IIaCBAgQIBABRZ48tnH06xxi/zglKMzf+GSnHnKabnz3ntzw1+vT5u2bUu/N16lSpVyOWHJR+JPOO2s9L/mqnLZzyYECBAgQKBIAgJ6kbqhFgIECBAgUA4CixYtzPLlK9K4ceNy2G3NWxxzwjH5xxVX56QffzdDhr+Xbp3bZaftd8lpJ5+65ovLuKLkaf3I0SNLX0LXoN5madyobG+KL+P2lhEgQIAAgUIICOiFaIMiCBAgQIBA+Qmc9/OTsnn9hjn5p78rv00/Z6fHnn4s+3xtn1z4259n+LtvZ9GilbnwZz/LtOnTcshBh5e5hrlz56Rhw88O3i++/EwGvf5GvrnP/unUvkOZ97WQAAECBAhUFAEBvaJ0Sp0ECBAgQKCMAitXrsxHH36YTWrWLOMV5bPsJ+f+NJs1rZezTvlJNt5445x51rE54MDvZ/ddd1vjDebNn5+nn34whx5yzCfWLlowP+9NGJP6DRumVes25fZx+TUWZQEBAgQIEFjPAgL6egZ3OwIECBAgsCEJ9L/92rwy6KX87c/Xp2rVqqXfR39r+ND06N7rY4aS75XfdOu/8sMfnPSpNCNHj8nwEUNz8DcOKv2Iuz8ECBAgQKCyCgjolbWzzkWAAAECBAogUPLd8XfefjNPPf1oTj313Dz+1BO5+fZbc9fNt5VWVxLYx4x5J+3bd/3UJ+P/uq1/Hnzgodx7x50FOI0SCBAgQIDAuhUQ0Netr90JECBAgACBJAsWLMi9jz6Qnp06p2eP3h+H8fseuD/t27VJty7dM2Xq1LRs0eJjr5LwfsjRh+f6v/8jDRo04EiAAAECBCq9gIBe6VvsgAQIECBQmQVeefXZ5INV2WGnPQt7zKeeeyJ77vr10vquvObqnHLiSXl24BPp0KFDWrTaMqNHvZUOHbt/XP+SJYtz7q8uTO+tO2fLLVpn993/61p/CBAgQIBAZRcQ0Ct7h52PAAECBCq1wOxZM/LsM8/k0MPK/rb09Q0ydfr0rFixIg0b1MvK5cvTuEmz/yjhtUEvpXmrVmndaovS/73kyfmkyZPywOOP59TjT1jf5bofAQIECBD4ygQE9K+M3o0JECBAgMCXE5g6+b3c849LM7t6w/z6gvXzk2prW/H8BQsycfqktG29VZYvXZZ58+emUd16qZKkfpOmn7ldSaAfOnxY+vbZbm1vaT0BAgQIEKiwAgJ6hW2dwgkQIEBgQxcY886w3Hx3/9SqUSs/+/lFheQoCdolb2+vVq1aaX3X/O3STBr2Spq22DKnXnTFZ9b8yqBX8vdrrsutN1xfyHMpigABAgQIrAsBAX1dqNqTAAECBAhUIIGS302fNGlc2rbtvM6rXrFieTbeeJMsXrggtevW+8z7TZo0KdOnTcu223mCvs6b4gYECBAgUBgBAb0wrVAIAQIECBAg8D8CJQH9R2efl4fvuhUKAQIECBDYYAQE9A2m1Q5KgAABAhuywBlnnZcr/vz7r5Sg5El9jRo1ylRDye+nf/jhh6UvjCvrNWXa2CICBAgQIFBgAQG9wM1RGgECBAgQqEwC5/7i9Fz6u7+U6UhPPv1Y5s9bkkO+dXA22mijMl1jEQECBAgQqOgCAnpF76D6CRAgQIBABRAoeRo+aNAL6ddvtzVWW7L2T3+6KL06dcleB3xnjestIECAAAEClUVAQK8snXQOAgQIECBQYIGS0D123Jh07NCpTFXefe+ALFqyNMcd890yrbeIAAECBAhUBgEBvTJ00RkIECBAgEAlFPjrNVfltBNProQncyQCBAgQIPDpAgK6ySBAgAABAgTWm8CECROySa2aad602Rrvee0tN+eEoz1BXyOUBQQIECBQaQQE9ErTSgchQIAAAQLFFxg9elSqVEmaNGmcWrXqpHr16p8o+ra7BuTIww5NyZvcvSCu+D1VIQECBAiUn4CAXn6WdiJAgAABAgTWIDB+/JgsWfZB6tatmd/98Ypc85dPvtV9zNgxpeG8Y4eOPAkQIECAwAYlIKBvUO12WAIECBAg8NULlITva2+4Lj88/sRPLWbZsmXZZJNNUqXkUbs/BAgQIEBgAxIQ0DegZjsqAQIECBAoisDFf7oiPz/7jE+Us2LFitz9wN05+ttHF6VUdRAgQIAAgfUmIKCvN2o3IkCAAAECBMoicPJZZ+Yvl/7hU7+fXpbrrSFAgAABAhVVQECvqJ1TNwECBAgQqOACrw55JX377Be1gAwAACAASURBVPCJU/ziol9l627dc/i3Dq3gJ1Q+AQIECBBYOwEBfe28rCZAgAABAgTKSeDtEcPTrcvWmTF7Zpo2avLxrs+/+Fxmz5uZZo03z47b9y2nu9mGAAECBAgUX0BAL36PVEiAAAECBCq1wMhxo9K57X++sf2+fz+Ql156OX/8w+8r9dkdjgABAgQI/G8BAd08ECBAgAABAgQIECBAgACBAggI6AVoghIIECBAgAABAgQIECBAgICAbgYIECBAgAABAgQIECBAgEABBAT0AjRBCQQIECBAgAABAgQIECBAQEA3AwQIECBAgAABAgQIECBAoAACAnoBmqAEAgQIECBAgAABAgQIECAgoJsBAgQIECBAgAABAgQIECBQAAEBvQBNUAIBAgQIECBAgAABAgQIEBDQzQABAgQIECBAgAABAgQIECiAgIBegCYogQABAgQIECBAgAABAgQICOhmgAABAgQIECBAgAABAgQIFEBAQC9AE5RAgAABAgQIECBAgAABAgQEdDNAgAABAgQIECBAgAABAgQKICCgF6AJSiBAgAABAgQIECBAgAABAgK6GSBAgAABAgQIECBAgAABAgUQENAL0AQlECBAgAABAgQIECBAgAABAd0MECBAgAABAgQIECBAgACBAggI6AVoghIIECBAgAABAgQIECBAgICAbgYIECBAgAABAgQIECBAgEABBAT0AjRBCQQIECBAgAABAgQIECBAQEA3AwQIECBAgAABAgQIECBAoAACAnoBmqAEAgQIECBAgAABAgQIECAgoJsBAgQIECBAgAABAgQIECBQAAEBvQBNUAIBAgQIECBAgAABAgQIEBDQzQABAgQIECBAgAABAgQIECiAgIBegCYogQABAgQIECBAgAABAgQICOhmgAABAgQIECBAgAABAgQIFEBAQC9AE5RAgAABAgQIECBAgAABAgQEdDNAgAABAgQIECBAgAABAgQKICCgF6AJSiBAgAABAgQIECBAgAABAgK6GSBAgAABAgQIECBAgAABAgUQENAL0AQlECBAgAABAgQIECBAgAABAd0MECBAgAABAgQIECBAgACBAggI6AVoghIIECBAgAABAgQIECBAgICAbgYIECBAgAABAgQIECBAgEABBAT0AjRBCQQIECBAgAABAgQIECBAQEA3AwQIECBAgAABAgQIECBAoAACAnoBmqAEAgQIECBAgAABAgQIECAgoJsBAgQIECBAgAABAgQIECBQAAEBvQBNUAIBAgQIECBAgAABAgQIEBDQzQABAgQIECBAgAABAgQIECiAgIBegCYogQABAgQIECBAgAABAgQICOhmgAABAgQIECBAgAABAgQIFEBAQC9AE5RAgAABAgQIECBAgAABAgQEdDNAgAABAgQIECBAgAABAgQKICCgF6AJSiBAgAABAgQIECBAgAABAgK6GSBAgAABAgQIECBAgAABAgUQENAL0AQlECBAgAABAgQIECBAgAABAd0MECBAgAABAgQIECBAgACBAggI6AVoghIIECBAgAABAgQIECBAgICAbgYIECBAoDACH330UR69q3/2PvSoVKtWrTB1KYQAAQIECBAgsD4EBPT1oeweBAgQIFAmgedffjYTRgzLscefXqb1FhEgQIAAAQIEKpOAgF6ZuuksBAgQIECAAAECBAgQIFBhBQT0Cts6hRMgQKDyCCxbtjSrVye1atWqPIdyEgIECBAgQIDAWgoI6GsJZjkBAgQIlJ/Ahx9+mIEvDEzdrErdeo3Sude25be5nQgQIECAAAECFUxAQK9gDVMuAQIEKpPA1ddcnrvuvT3nnf6T7L3vYZXpaM5CgAABAgQIEFhrAQF9rclcQIAAAQLlKTBx4vhsvvlWqVKlSnluay8CBAgQIECAQIUTENArXMsUTIAAgcohsHTp0tLvnM+eNTPXX3lxzr3wispxMKcgQIAAAQIECHxBAQH9C8K5jAABAgS+nMC11/093Xv2St8+/b7cRq4mQIAAAQIECFQSAQG9kjTSMQgQIFBRBEpeDFe1atVMmDAhi5cuSpO69dK09RZrLH/VqlWpVq3aGtdZQIAAAQIECBCoqAICekXtnLoJECBQAQWGjxyewa+8lOOO+9HH1Q8ccFv2OPTIzz3N6tWr8+gd12e/I46vgKdWMgECBAgQIECgbAICetmcrCJAgACBchA4/Lvfzk9O/0n69O5b5t3mz5+bqlWr59UnHsyeh3x+kC/zphYSIECAAAECBAooIKAXsClKIkCAQGUVeOedYRk9YXwO/ubBZT7ipRf/ND865WepV69Bma+xkAABAgQIECBQEQUE9IrYNTUTIECgggo89MTj6dhmi7Rv12mNJ1iwYH7+duVluef+u3P3rf9Ou/ad13iNBQQIECBAgACBiiwgoFfk7qmdAAEClVyg5LvnV150Rrbf66D02XH3Sn5axyNAgAABAgQ2dAEBfUOfAOcnQIDAehKYNWtWGjZsWPoG97X5s3zZsmxSs+baXGItAQIECBAgQKBCCgjoFbJtiiZAgEDFFXjzzUHp1Wv7insAlRMgQIAAAQIE1pGAgL6OYG1LgAABAgQIECBAgAABAgTWRkBAXxstawkQIECAAAECBAgQIECAwDoSENDXEaxtCRAgQGDdC0yc8V7GjR+fPXbYY93fzB0IECBAgAABAutYQEBfx8C2J0CAAIF1JzBjzvSceeE5ad20US49//J1dyM7EyBAgAABAgTWg4CAvh6Q3YIAAQIE1p3AvIVzsnTxyrRs0Xzd3cTOBAgQIECAAIH1ICCgrwdktyBAgAABAgQIECBAgAABAmsSENDXJOTvCRAgQKBQAkuXLUstv4teqJ4ohgABAgQIECgfAQG9fBztQoAAAQLrSWDVqlWpVq3aerqb2xAgQIAAAQIE1p+AgL7+rN2JAAECBAgQIECAAAECBAh8poCAbjgIECBAgAABAgQIECBAgEABBAT0AjRBCQQIECBAgAABAgQIECBAQEA3AwQIECBAgAABAgQIECBAoAACAnoBmqAEAgQIECBAgAABAgQIECAgoJsBAgQIECBAgAABAgQIECBQAAEBvQBNUAIBAgQIECBAgAABAgQIEBDQzQABAgQIECBAgAABAgQIECiAgIBegCYogQABAgQIENiwBJYuW5ZaNWtuWId2WgIECBBYo4CAvkYiCwgQIECAAAEC5Sfw8P23ZuKk8enWq1922WmP/Ouum9Kiaf3sveuB5XcTOxEgQIBAhRQQ0Ctk2xRNgAABAgQIVFSBFStWZJdv7JQaH63IL8+/OLNnL8rE90fkZz/5TUU9kroJECBAoJwEBPRygrQNAQIECBAgQKAsAlOnTknPnbqmT7cuqVK1RlZWqZpOW7VJ+zad88jTT+SRAY/kyacfzIcfVc9+e+9Xli2tIUCAAIFKIiCgV5JGOgYBAgQIECBQMQRGjXwnv7z4F5k+d0pGvvNO6m+2eTp22DoX/eTsXPWvf2S7bXplt532yNC3RuawQw+rGIdSJQECBAiUi4CAXi6MNiFAgAABAgQIlE1gwcKFGTz41Zz1q9NTo8ZGWbzkgyyeXyXf3Kdf6teskTffGZ5TTjw719/4z/zlL9dmy9aty7axVQQIECBQ4QUE9ArfQgcgQIAAAQIEKprAo088mrdHvJW9d989l156dZ4Z/U4aVvsw1/3litzz0C356WkXZfLU6enVo0dFO5p6CRAgQOBLCAjoXwLPpQQIECBQXIElS5Zk0003LW6BKttgBR5/8qFs3bVnWrRoVWqwcuXKPPPsY0mtWnl/wugMen1wrrv8hqxevTobbbTRBuvk4AQIENgQBQT0DbHrzkyAAIENTOCDDz7IoFefTb8dvybwbGC9ryjHvexvf805Pz4tDz75SPbbY+9UrVq1opSuTgIECBAoRwEBvRwxbUWAAAECxRWYPWtWRr79enbYec9Uq1bt40JLnlJWqVKluIWrbIMQeOypp7LbTv3y4GMP5tsHeTHcBtF0hyRAgMCnCAjoxoIAAQIENhiBUSOHpcqHSYdu//97vYuXLEntcvoo/JvD38jG1aqmS2ffG95ghupLHHTa9OkZ+Mxj6d69d7p27pqPPvooEyaMS/v2Hb/Eri4lQIAAgYosIKBX5O6pnQABAgS+coGSJ/CTp09O6+atS78z/MzzT2aPXb/+ldelgIohcMgx3809/W/OihUrsnLVyjz61JO56Za7s3jZsjz30P0V4xCqJECAAIFyExDQy43SRgQIECCwoQr4mPyG2vkvd+7Sf9yZPDmtW7cufVHcnLmzcu+D9+eDVatz4rHHpVatWl/uBq4mQIAAgQonIKBXuJYpmAABAgQIEKgMAiWh/OSzj8vwd+fnjBMPS5PGzfPK68Pz3cMOyeatt6gMR3QGAgQIEFhLAQF9LcEsJ0CAAIENU+CWu6/P9n12S7ut2n4CYMSbQ7Jq/rx0332vT/zdjFkz07B+g7z8yrPZdZe9MnXKxGy6aZ3Uq99ww4R06o8FXh40KNNmz8zbg1/OzrvtnjmL5+bdd6fm/J+clceefiz77rkvLQIECBDYwAQE9A2s4Y5LgAABAl9M4PEnH0jrVu3SuVPnTJk6OStXLEmbNp1KN/vrr3+SOWPG5de33JfZs2dn9JjR2XGHHUv/buSoMenUod3Hb4qfP29OlixfmSpVNkqLZk2/WDGuqtACt98+IIcffkgOOeKIfHO/vfK9o7+fRx68Pzffc0fOOe3MbNtnhzz30qDs2m/7Cn1OxRMgQIDA2gsI6Gtv5goCBAgQ+BICJW+qHvbWW+nVs+eX2KVYlz7471tTs07D9OmzY+rVqVtanJ9uK1aPilbNvAXzctX1N2T3XXbNjn36ZOHCBXnuhYHZ/xsHl5bqvQZF65h6CBAgsH4EBPT14+wuBAgQILABCSxZsiSLFi9Ms6bNy3TqJ596KB+urpI9dt0rNWrUKNM1FlVsgeN+eGpOO+n4zJwzOVNnTsu3vvmd1P3vf9yp2CdTPQECBAh8GQEB/cvouZYAAQIECHyKwNhx43L2BT/J/f3vLdOT9OFvDc6w0e+m9iY1c8B+38pGG23EtRIKzJk3LzNnzU7nDu1LTzfo9SH5x7+uzy/O/Enee39U+vXdzZvbK2HfHYkAAQJrIyCgr42WtQQIECBAoIwCg994I9tus81nrl4wd3bqNWz0qX//93/+M9v37p27770nl158SRnvaFnRBWbOnJmDjj48D9x2V6pvvEkWLFyYO26/J/2ffDDnHn9ijv72oZ84wqQpU9K6ZcuiH019BAgQIFBOAgJ6OUHahgABAgQI/F+Bku8Rr1q1KtWrV/8EzvzZM1O/UZNP/O9Tpk/L8qWL8+JrL+fYw48t/ft3xw9LpzY9AFcCgdeHvpbePbfLgkWLMv79iRny6mu58sZrcuGZZ6RGzbrZb5/9KsEpHYEAAQIEvqiAgP5F5VxHgAABAgT+j8BTLz6Tt4e9nkMP+k5atWydkt+5njRtRtpu0fpzraZOn5Trb/tb+vTomwZ1WqZe/brp3KHLx9c88+rA7N53D94VWKDk5YiXXX5Zzj373NJT/Olvf8iWW22RsSNH5aEXns1Vl/wlW3fd+uMTzpkzJ7NmzUqnTv/1SwH+ECBAgMCGISCgbxh9dkoCBAhs0AKvvfBEGjdpka06dlunDvMWLMj8+fOz5eabr/G75/Pnz8lfr/lDyfve06BB/XTr0CO77/qfv3v97HPPZbddd12nNdt83QuMGz8mo8aOzcAXX06LRi1z1mk/yvLly3PTrVdl8LDROef0c9Kxbdv/KKTkkxdTp01J61ZrnqV1fwJ3IECAAIH1JSCgry9p9yFAgACB9SpQEnCqVau2Xu65eNGibJTVqbUWb+G+5Y4/54D9jk/t2rWz5wEHZs/du+W8M3+XCy6+OK2aN84Pf/DDnHP+L3PZb3+zXs7gJutO4LIr/5QjDzosm25aKw8/+nA6tOuUbbfdLrPnzs6ceQs+Ec5LKvnVxb/ORT+/YN0VZWcCBAgQKKSAgF7ItiiKAAECBL6swGtvDMt226yf723f8M8/Z9cd9kjb7j0zf/681KxZKxtvvPHnHuEf112UY444O3+86vc56uBjM3nauOy609fzzFNPZI+99v6yx3d9gQQWLlqch558MEMGv55J74/LxRf+Ia+/NSz7fG3P1K9fv0CVKoUAAQIEvmoBAf2r7oD7EyBAgECFF5gxbVKaNv+v75mPGTsq+WhF2nfo/pnnmjptYh4d+O98bZev5a4HbsygoW/l9BNPT43VDXPzHTemVevW2bZHz3Tv0jv16tVLzZo1K7yRAyQXXXZhDtz7wPTo3gsHAQIECBD4VAEB3WAQIECAwHoRmL9gYerXq7te7lXeN5n03pi8+9bgtG3fPW06///vsf/7sUdy4P956/bjj96Tzbdsm86de35mGcOGv5RfXv6b/PWCK/PqiKeybY9d0mKzNhk2/I1cf+M1adOufd58c2yWrliWXXbYLnvsvEt6b9O7vI9lv3Uo8PLLz2Ti1Mk54tBj8sqrL2XZ8pV5//2x+d4xJ5T5rq+/Pji9e29b5vUWEiBAgEDFFxDQK34PnYAAAQKFFZj43vg0bdYim2yySWFrLEthr775fB64+p/pvf3O+dZxP/qPS+bPn5uTTzs1f77sijRr2iQ3X3lJtum7a5pt1SE333tnjj30yGzWoEHpNWMnjEu7rdqW/vTaeb/5RS45/7e5/8E7077j1rnmhuvz8zN/ks02a5wpk9/LE889n+UfrsqOfbbN9r23K0uZ1hRI4Jnnn80u/XZO1apVM3fu7JS8KG7bPjsUqEKlECBAgEARBQT0InZFTQQIEKgkArfc9I9Mnfxedtv7gGzXZ8cKe6rL//6n3PfwgOyz0+5ZuWRh9j/o8PTebqePz3PSaT/Mlpu3zR5f2yN9ev7Xk+6FCxfmxVcG5hv7HPzxukeffCRttmyfTTb+KE889XBat9oiLw0ZktrVNk3/2+7K8DeHlb79/eGnH82rr72egS8/k3N+eEYO/Ob+FdZuQy285MVwvXv1TZd2HdOsSeNPZXhjyItZtnBxdtx97zW+9X9DdXRuAgQIbGgCAvqG1nHnJUCAwHoUWDR/fp556v7sf8ixFTqAvPraKznu9LNyf/+b06p5i1StVi01/vslcG+8PTj3/fv+HPGtIzJk6JA0a9wyXTu2z9HHHpf6jZrmm7ttlx+cfGap+oiRo3Lnw/fk/NPPKf05tvsfuCEL5i1NzVobp0qNWjnm8ONSp3bdHHj0d3LbP2/IwkUL0rxZi/XYMbcqL4F7H/53tuvVJ3/4yyX5w6//+JmfInn3zcHp2LNPhf7/R3mZ2YcAAQIEEgHdFBAgQIDAOhV4+alHsnXfnVOnTp11ep+ybr50yeJc+Ntz87uLrkj16tVLLxs1dlQ6tutY1i3+Y93Tjw7Ii4PezNwVi7N4wbJ89OFGuebKv+UHx5+Ql14fmisuOy/77HlI6TUj3x1dGtB/e+4vM2HKuGxSfZPcft2VGTNpSqrW2iTHHXNSevXokV0POCAvPPTQx/cZM2Fi2m+1xReqz0XrX2DO/Fn5YPmHeXv08Lw9YljO+NFP1n8R7kiAAAECFVJAQK+QbVM0AQIECJRFYM7c2dmsYaNPLB0woH8OPfSYrFixIoMHv5IOHTqkSZPPflI96NVBaVC/QTp2/GSIf2ngo3n6mSfSrl27jBs3LU03b5qkeurUbpARY0dnwYKJab15lxy0915ZtXplpk9/L71775Xr7rs6DTeul2eeeiGz5s3P/EVLslPv3vnxST9OyxabZ+ALz2bPXfcoyzGtKZDA3Llz8siT92XO7A+zdOXinHjs97NZw4afqPDDDz8s/X66PwQIECBA4H8LCOjmgQABAgS+tMCT992dDj16ZIs2Hb70XuWxwerVq9fqI8O33H5tjj6i7G/X/t813jegf4YNeTk9em+XR54elH9ceVX+/fC9mb9gefr17ZVTfnZWli9dlst+8aNs1X6X9L/rhrRq1iH/fvTO7Pe1fTP4teGZs2xRPvhgSRYunJeGdZpmi61aZfCwoTn28ONyzY3988LDD63VecrD0B5fTODmu/onHyW1Nq6dQw/+/+8f+L+7LVq8KHVqr/2nSsaPn5AmTRqndu3aX6xAVxEgQIBAoQUE9EK3R3EECBAovkBJGP7DBT/NoUf9IG07dvrKC542Y1oWL12c5o2bZ8XKlZ/69LI8izz5tBPSdstWqb3JJhk7bU6mzpia7bv3zGZNmqZWrXrZYdu+uf6fl2b3Pfpkh52OzPd/fFT+dsk/c8NtV2WL5lvl17++OEuXLssvf3leFi2Zn2OOOCF33XdbDjv4yEydPi3t27YrLfeRh+/Ou+Mm5azTzirP8u1VjgIPPfZAHn1sYE496Ye58tpr8+OTTk7H/+5fOd7GVgQIECBQiQUE9ErcXEcjQIDA+hJY2yfW67KupcuW5cobrk+NjT/I6cf/18vZ1tWft4a9kb/8/bLsuE33LFldK6PGj8jK5dXSvkOrrNgo2bZDz3Tu3DkzZ85Ko/pVslXbPrn/8QE5YK9v5cpr/p76tevkicefyqIVy3Ngv25p33efjB47Nt8/6ujccsfNqV+vYfbfzxvc11X/ynvfiVMmZuac6bnrzody9HcOSuPNGqdFy83/4zYl/19ZuWJFNv6Mnx586MG7s983DslGG21U3uXZjwABAgQqgICAXgGapEQCBAgQ+KRASdCZOWtWmjZp8om/XL58eRYumpsmjdftG9D/cPnvslXjRhk/e04a12mQjp26ZOGS5Zk2Y2pmz52XrJicww46IZs1b5VR7z6fjp12yWtvDMwO2+6Zo076YbZqvVXGjxyWTWrWzA+O+la26rZdHnzy8XTdonmWLlicdyfNzNx5s3PReb+s8L8lvyHM8DOP358xk6emzzbbZ+6cqVmVD7LPnv/5Mfchzz6VsWOH5/B1/I9HG4K3MxIgQKAyCgjolbGrzkSAAIFKLlASzq+48p/ZcstWada4SZo1a5attvjPJ5Xrg+C8n56Uhg0bZsXyD1K/6RaZu2BGtmzdJo89+3z22H7ntGjRNHVqb5QVK6rmT5f9OHPnr8jR3/1xjjv2xDzx7GPp17dfhgx5Mh9+uCzVq9bPvvt+J2+9804GDLgnF13wq9IjvDp4UHp275WN//tn3dbHudxj7QQWLlqcGtWr5YILzk+/nfom1atmyaL5yeoqOeKw739iMy+IWztfqwkQILAhCQjoG1K3nZUAAQKVSGDEiBGlb06/+qZr07Jxyxx60EGlp3v73RHp1qlLHh/4VPbabY918lHhF154ITvvvHMeefT+rFyxILVqN8yDjz2Xr23XLY8OfjMdN988O/TunboNG+SjZUuzaPmiPPL4oHTu2jbvTxyXk44/LYOGDMlzzz+Ui399+SdeADdz5sw0+e9PBpT8Y0TJnypVqlSi7lWOo5QE7SeeHph9v75Xfv6rc9Jn2375103Xp03HzdO3e4cccdhp+lY5Wu0UBAgQWG8CAvp6o3YjAgQIEFgXAu+9PzGtW7b6+CerHn7qiez3tb3WWzAaP3Zk2rTrXPqTbZf++dKcf+75Ofmsk3Pktw7LvEUz8vDDQ3L8sbtks7pb5fGhr+Skw0/MueeflR+deHrmL5yZBnUbZ4vWW+TCi3+ffb++Z66++orsuGOPNGzaPmNHjc0399snL77xWk4+5vh1wWfPLyDw0Ucf5aHHHk/DunVy0s/Oya9/cVpWLPkoqz/8IBOnTc4bb76d267tn+rVq3+B3V1CgAABAhuygIC+IXff2QkQIFABBJYtW5Zb77g2x3//tLwxdGg6deiQWrVqlVZeEpRuGnBHdtluu2zRass8/uzT6d2je6puVCMT3huV7XrvuE5P+NhTD+fJJx7KpClzc+GvLsj4yRPStFHTXHrZZfnuUUfn0cefTI9uW+fwQw7O8w/fla799s3kKZPywEMDcu5ZP8s9D/4xtTdtm1kzl2TC+2Nz9qk/zXU3/SszJo3IotUNcus115R+AuCDDz5IjRo11ulZbL5mgZUrV5b2YdyE0WndcsvS3pz+i/Pyt0v+kCcHDsxrzz+ajeo0So9OHfLN/Q9Z84ZWECBAgACB/yMgoBsJAgQIEFivAlOmTEnLli3X6p4lwWjm7FnZuHqNNG7c+BPXLlm6OP3vvDNZuSLNWrTOpJmz06JRgxxy4EF5dchradumTRo1bLRW9yzL4tlzZuXrB+yRww4+JO+Oey/b9t4ujeo2TY2aSbWNqmXMiJG558nHs+9ue6dR9ZWp3rh5Xhr0cv5y2V9Tp06d0qfuS5cvz+uvD8rg4W9lzx13zvOvvJbhw19I/bqN07X7djnh2O+VpRRr1rHAjFmzM3L0iEye9F6ab1Y/zwx6Jv122DWbt2yb2Qtn5fI/XZtWTTZO3512yzGH69k6boftCRAgUGkFBPRK21oHI0CAQOUQWLh4Ye6457aMGT01p5/8w7Rq2TLTZ01P/Tr1/+PN5tfd2D89undKh3adMuG9iXlm4APZfbevp37DRlm4YG66b71NuYO8//6EPDXwyQx4+KE0a1A7B+9/SK7tf2t6dO6ZLdu0ztx5M3POGedm0aJF+cNvL0jT1pvnkEO+k4suOjdXX31z/njFb7Nlm265/fabUqt+rfS/+tbced+9mTN7Vr79rW/l4Wcezdd32istmjUv99ptWDaBBQsXpV7dOpk87f1c8sdLslXrrjnuu0fkz1demYP23SevDX0jg19/M7vtsEPatmycnb72jc/duEg/SVg2AasIECBAYH0KCOjrU9u9CBAgQGCtBd5++83844Ybs3mbrdK+XdscvM/+KfkZtapVq+bdsSOzdefupXtOmzYlL736cvbZc9/Url07d//r8sxZmbRr1zU777Trx29BA8QmMwAAIABJREFUL/lY/Of9xvS06VPSvFnZnvBPnjw5H230Uf76j2syc+qkNG9aJ61adErtujUza9aMLFi6PL87/6LS+ia+Nz4vPnFnBr45NvvutFMOPer7uePOG1KrbuO8OmRw5s+bmb/98ar86uI/5De/ODc33XNbDt77G6ldq87H369fazwXfCmBkjA9dcaMtGzWLKPGvpv7Hrwv9Rs0yv577pUzfnZhGjeql779embJvCUlb/HLycefssb7XXnl5TnqyGNTv0HDNa61gAABAgQ2PAEBfcPruRMTIECgQgmsWrUqz778ZHbss2vpE/NFS5akXp06pWeYM3duNmv4+UFnyJuvpUmjZmnZomUmvDcuq1evSvt2XT7VoCSQ/f7XZ+XkM3+VevUafK7TfQNuylvj38vqqjXSokHzTJw0MVu2apC69ZvlieeezncPPzpVUyX9duiXBx8ckCdffC777bZLZs1akPpNG2XlqpUZ+NTzuXPAgDx23wP51SW/zoHfPCAdO3bLjn22zeEnfDf33XxnhepVZSv2zgG3ZtqMmRk3bnKOOfKwXHHlDTnv3FPStX3X7H3QQWnVqlluvPratTr2mOGvZfx707P3/ges1XUWEyBAgMCGISCgbxh9dkoCBAiUq0DJS8tuu/HWHHvC53/XduH8OZk3e3a2aNex3O7/zrsj0rVTlzz4yID07tUvYyaOz469tyt9Y/bE90dni807/Me9SkJ3/ztuyneP+F5mTJ+eX//q7Fx1za2fWc+Q117MNn12/Nyn7HPnzMmeu26d6k3a5e+XXZYRIydk7KjB6dlzm9TZeOMMGTUm23TrnhdeHpxRE0dlr206p9/OX891N12X518anNNOOSX9+u2cmpvUzMOPPZRatarnkssvz23X35HWrVqlWrXquf/Bu3Ps0d7cXm6Ds5YbzV8wJ7fcfn369N49XTp2zH0P3p+9dt8z997bP8++8nZuuPrK1K1b93N3fe7RB7Jlm3bZouOn/4PQWpZkOQECBAhsAAIC+gbQZEckQIBAeQtcdtHZGTn2ndxw82OfufW8ObNy3k9PyR9+f2XqfcqL3b5sTePHj8n7U6Zl7oL52X/vfUsD+rwF89LgU558D33rrWzRunXp0/eSl3ztuMNOn3n7JYsXZ9PatddY3rV/+0MeevmV3H3Tnbn+2ivSpft2eeqZp7PL9r0z9J0RWbBwVTp23iq1a9TM3FkT07xp6wweNDBdeu2SD6sm7703Ojv23S1D3xidDz6olm7dWuSVN4ekeeOmGTZ0dP52+e99tH2NXVg3C0pe3vfIkwNSt1aj9OjeO7NnTc5f/n5Njjv+Byl578C8GZNz/IlnrPHmvzn+qCzIh9nrkCOz976emK8RzAICBAgQiIBuCAgQIEBgrQVKPnY+auSIdN26ez7rpVdX//acHPPj81O7Xr213n9NF8yaPSs1amxS+vKuEaPeycIli7L9NtuX1jJm/Mh0aNsll132m7Rt3TrfOvx7pR9tHz9xbMaNnpQTT/j/T6VHjByZLp07r+l2n/j7efPm5Acn/SgnnXRSZs5akN5bt8nd9z6Stm1aZsbM+aV1LFgwJ926dkvjJg0yf/biLFs8PdNnzErterUzdfbcVN1odbKqep56eXC6tN0yM2bPzvnn/SJ3D/h3vn3wN9OrZ6+1rssF5SMwZOgbWbpwXlq3bJUpMydlyZIq6dqlQ0aNHVn6jzCXXHDpZ97onRHD06Vzt1x41vE56oQzsuKDpdm6R9/S9fPmzUuDBp//1YnyOYFdCBAgQKCiCgjoFbVz6iZAgEBBBP7x94vzo1N/vl6refb5J/Lo04+kfcf2Of7IU3LVNVflqO8clfHvjUmvHn3+KwwtWJD6deumSpUqpf/97n/fk9133iNz5s7I5PcnZ+jbQ3P6yWekWrVqH9c+c9asNCnD0/6SAD5z5sw8/8Jj6dqlV1564fk0btI44yZNzDPPv5oBt9yaN4YNzpy581Jz403z8KP35ohDj0yt2jUz4p23cts9d2RhauTMY3+QoW++kQ9Xrs70JQty+EHfzhtDBqV71w7Zcy9PXNfrUP33zd6fPDlDR72VsSPfzVmnnpXpM2dm0bxZuefBe5JVVXPQIYelU/v2n1raU888lc3q1c899w/Iu0OfS/tuvdKydeuc8qPzSufwkacez3577v1VHMs9CRAgQKCCCAjoFaRRyiRAgACB/y8w5PWXMn/Jsuy6w66lH21/euCz6dK1a8aPG51+O/b7VKpbbv1Xjjryexn4/BPZcbtdUrNmzY/XPfDov3PbHXelXZs26dmzVw498Ftl4h5w6/V5ZeiwXPDLX+fFQU9n6NAxWbRgdmbNn58zf3hK5s2ak7sfezqpvirbbL11NtloZTbdpFYGPvdMOvfcLWPfeSPvzZiZKsuXpkfvnqlfr0Vq1to4X9tj97Ru0apMNVhUfgJz5szOqef+LF/feZd8/9hjPt74xpuvzRuDX0qXDm3zox//8jNveNsdt+bdcePz0CP/TvUqC3LaD3+eI4/+3sf/SFR+ldqJAAECBCqrgIBeWTvrXAQIEFjPAq8Nfinbbfvp4XhdlzJjxox8tPrDNG/WIlOnT0vzps1KQ1HJk+4fnvLdfOObh2TvPfbJkiVLs9lmDfP2kJcyfcp72fPAoz4urWRtyX9K/nzez7D977PcPeDm1KrfNHfcfnsu/MUvM236+3nt9cHp3m2brFqyLM8+dk9+cPovclP/m9OkRYPUrlUrE9+bmr323CPb9dkxu+/aO3+/un/+ePFP8+7slfnb7y7KsqVLs/POe6RGjRrrms3+/0dgwAN3ZPve/fLPG27K944+Im23apsRwwfnjnvuzoqPVufQAw/Jtr23/1S3v/79H/n+d4/I6HGjcueAO3PmqWel5KsgrVtvwZkAAQIECJRZQEAvM5WFBAgQIPBpAu+OGpkO7TuWOdSuK8VXXnspO2zXLyUv+Nr3W3vm7pvvz2abbZb3p0zN++PfSJ9t9yz9mbby/DPwiQdz4+13p2+frum30+657sbbs+VWm6dbp655ftDLqfLRBzn79LMzfsLo9Nlm+9x25z8zaeqczJ4zO3377pKBTzyWHXfYJQuXz0unjl3Tq2vPPP3sYzn0oMPLs0x7lUFg9JgxGfrO0PTo3L30aw4XX3FJzjv9nIwfMyYvDn0t2/bonZpVk97b7fK5ux1z/Pdy5EHfTPsuvdKuTdsy3NkSAgQIECDw/wUEdNNAgAABAl9IoOQJ9YQJE3Lh787Pv67pX6iP8V55zT9z8gknflzTnbddmgMO/nFq1qz1hc76WReVPCE952en5fvfOzm33P2vLFq4IHvvcVB6dO2a4e+8lklTp+fNYSPy87POydixb+WlQa+kW5deefTFJ/PBimrp2blLdt9jj8xeNiM7bb1TNtl4k9x55y054ojvlmudNvt8gcVLFuWlV1/KM888m9atW6Rbxy4ZPnpYunXpmYkTJmXS1HE5cM+Ds/U225SJcvaMaWnUtHmZ1lpEgAABAgT+t4CAbh4IECBA4AsJvDtqePrfclN69uqd3XfZPY0aNftC+6yLi67pf3OSGjn0G3tm4KMDcsC3j8vKlcszaerUdO7QqVxvWfLE/rzf/jw9OnTJi6+8kt7du2TTGjUzZ+myrFixPIcdfHi22mqr0if7519wZg761l758MPGmTNzdp54ZmAu//0fSr9HX7Vq1bwzbmT6D7ghJx91arZovWW51mmzzxa48c7+qVdj48yfNzeHfeeYXHntX7LDDrtm0fzZ+dftt+Q7B+yfpi22SqP6m2XhgoXp2/fTP+b+f+8wYsSIdOniN9DNHgECBAiUXUBAL7uVlQQIECDwvwQefvSerFi+NEPeHJkDvvH1bN93t6/M56OPPsrdA27PQw/fn/433Z3Fixeldu06eeWJB/LyswPTd58DMnP+nIx6/7387NRzyr3ODz74oPRt8Jdc+vNs13vHzJ49OyPHjsmU6bOTjaqmXdu26d29Z/baY8/MnTsr1991XaaNHZfmW7ZNvx12yuQp87JDn+6ZO3dRfvXnX+SSc36fLp0Fu3Jv1Kds+PbIkaU/Gfjqm2/miEMPzsCnH83Rh30vg955Mx8tW5aR48ekxuqka49e2bbntmnUqHGmTZuYzTZrXvqegAcfvjf7f6NsLxVcH+dxDwIECBCo2AICesXun+oJECDwlQgMf+XlTFo0P/1vujLHH/fjDBv2RurWb5rvfPuw1KlTZ73XNHv2rJx70XnZusPWOePUM/LW22+le7fupXUsXrQotddxTQOfeSQvDHozRx52eOpsumnuuuvWvPXOO6W/h927Z5dMnTYrPXtukw4dOmX58iUZ+PI9adGyS5YuWZ6tO3TLW6Neyqsvv5Nv7nNQjv/JCRk9Y2HGPf1i6tatu94tN7QbDnz+uXyYFWnRuFXmzJubpfNnpX7d2nnr3YnpsHnjDH5ndDps1TLb9t05LZq3LuWZMmlCmrfc4nPfuzBzzqw0rNfgP37Gb0OzdV4CBAgQWHsBAX3tzVxBgACBDV7g1quvyH2P352zz/5NWm+1VelHtF9+9cUctP93vpLvog8bNiQ9evQpfQv7//zu+f80adr06WnerFlGjRqVjh07rpPeDX59cB56/PFs3rppRo8enWnTJ6V5k9bp0b1nevXomVcGD0rXTp2yfOni1NusSWputCAjps1M9VWbpknTmmmyWZM0arB5Hnzk4fzusj+lXsM6abfFFrnpmhvXSb02TRYvXpzZ82blvAv+nEMP2jltNm+bcRPGpEnDRnlnxODMnLUoVTapm5pVq+b+px7PX3/3u3Tt3P0/fp6PIwECBAgQKG8BAb28Re1HgACBSi4wauyIvDl0aIa99mLq16+X6lmVH51+QWptWrswJ3/77bfTrVu3/6hn9Ji307RJy9Sr16Dc6iz5KHvJm+JL/lFg+ozpqVGjZsaMH5d5c2bk6Wdfyuy5U7JFy+bp2GXrdOnUMd069cgTj92Q1R+tyrszh2aTKs1zzLfPzp13DcimdWumXdt2eeqFB3Pvw4+nRpVaueOG/mndsuX/Y+++46qu3gCOfwDZWzayh+BAQHBvRc09K7W0HJktKyvNleY2c+8cuXLvvcXFli0CIhuZsreov9e9/qLIAZga4vn+pdwz3+f+89zvOc95aeMVDf0l4Ovnx7S5M/jm889Yv20zIwe+j7mVNeGRt1BTUSYzMxcHh6akZN4jOiaCkLBgbE3r8fGIz9Gpq/MEpeSYhX9AAK4uLoJZCAgBISAEhMALC4gA/YXpREUhIASEwNsnIAlCJkz+FFk5ZbyuXaRZUxeWL9taoyB+WTKHCeN/lG4tLi0tlb7dj7sVRElpGep1dTA2s3yl45UkgwsNDUDPsB6ZGWns2HcIZVVZcvKyaevakaBAL2RkZZCRyWXA4JGEhUaioaJOUnIidXV1uX7tKmraGqioqBEYGML+7bte6Xjf1sZvBAURGuTPVR8fjPU0MDCoi03DxhjqmeLSqj1jPnifR3VU0FaXJz45nqjb4RzdexpDw2cnQ0xOTcXIwOBtJRXzFgJCQAgIgZcgIAL0l4AomhACQkAIvC0CkuDz5LEtXLnmjVMDJ/oOHIq2nl6Nmn5qWhoG+vrlY5r42VDqqusQEh+KS4MOTJjx82sdr4+fD/cflJKcmkgdlOjft7+0/9CISBrb1Zf+O/NeGpF3fDHSt+ec+3nu56ZT8lCOPadPc+HgKVRUXu71cK8VoAZ2Nn3+L2ipyWBja09URDyNGtsiL6+AtpY8smXKDBs3jlHv9ic1O5e6SjKEx95hUN/3aNGyHQYiAK+BKyqGJASEgBCoPQIiQK89aylmIgSEgBB4pQKJ8dGcv+5Ox9btiQgLpXuPx4FmZc/d5Lt4eHkwsN9AwsOCadjYqbIqL/1zP+8rTJw1jVnfTaNt524vvf2qNFhYmC99K/7nc9XPi+9+/BwjHUNmT5nJhi1z+XTMHFZuWkmPtl0wMNFk0vRZ6OrrcnD70ap0IcpUQSC/IJeEu/H43/ChuESezHvx9OrRn1lL5jP5q+/JSo9j8+5DWFmY4ejozJnTB+nc3o333vuoCq0j3bVRXJSPhmbdKpUXhYSAEBACQkAI/F1ABOji+yAEhIAQEAKVChw5tI0Hcur4XD/HpB9moaGtLb23uzpPXm4uPlcv0KXXgOpUe2llE5ISUVFSQkdH96W1WZ2GwsICUFbRwdLCTFpNEsgdOnIQBUUFAi/s597DXBbM28WUOR+iotAYU2stArxvceryOdYvWkfvXr2q050o+xQByRnx9KxUDA0MiE+Kx9/Tg5atWpCRns+tiJu0btOG+Njb9HxnEL7+N0hMjOHrr74nIy0VXf3Kt64HBAYRExGInFwd+g3+QKyBEBACQkAICIFqC4gAvdpkooIQEAJC4O0S2L7sF/p8NIbwqEiM9AwwM7f4TzK1v0nq85bPo02zNnRo3aF82JLz+2VlZdK7sxcs/Znvv5pafgWX78WjJOYlU5YNkXf9cHTqy4TpP1JclIGKihY9u/diyZwlbxJBjR3r6UvHKCssQk5elSMHt9GpUy8Wb9lMaycX8nMT+WH8rPJs/+np6ei9wBGOp90mUGNBxMCEgBAQAkKgRgmIAL1GLYcYjBAQAkKg5gn8PdgICgqktKyEZi4tat5A/4MRTZ/1M1m5ebRt0ZIh7w6WXt21ecdGXBs1Yuna5Xz80Sf06t6vwshycrLZeXQ54SHZzJz8E9raj7PKS4J3ya4EiffmjWtJvBvL3qN7KX0Io0Z8wugRYzHQ/ets/X8w3Te6S4mrf1AA0XGxyHOfw6ePMLhrT6IigyhTN6IgN5es4ECm/rICPdPHuxxe9PH0vESrVp1etLqoJwSEgBAQAm+xgAjQ3+LFF1MXAkJACFRFICoyFJv6Fa8sq0q9mlLG09OdVq06vpLhLF+zmg/fHyJN4ibJGv/pt1+ipqaAloYmznaWyD2SISW3gLGjvpL2n5ObwfGzGzHQcSIru5jB/fuV70aY/vNUZs+YWz7OCVO/xtbMguCIaJRVNRk9bAiNGry56/BKFqCajU6bNQnr+g15WFrCgN6DiYm9zW+blzGg3zD2H99DBwt7PvxmqtghUk1XUVwICAEhIARenoAI0F+epWhJCAgBISAEapiA5K3p6uXz+fKbKa9kZHl5uWzcvoqvx/3I8tWrKCzOxtHejqSMXIwM9Lh7NxFlBQU+GjGWkpJiDruvoFPT4Vy6epmy+2U0berKqrVLmDllDhERt2jbpgOL9/1McUYd6hs35MH9XPyD45F5UMrCubNfyRzelkavXj5FXR0j/IICGPruB7w/dgiKj0BdVY6yvFxpRvfYu5lsWLf9bSER8xQCQkAICIEaKCAC9Bq4KGJIQkAICIHaLrB67TKGfzAKDQ2NWjnV4qJC3K9foLj0Af179kdy/tz/pidJWcHkpaphWc+CuLhIMrIeEHErmNUrV0kdJD8ozN8yjajgSFTrmDN/5s9ERUfj5OBQK51e16SSU5IpLiomNDyMEH9fNPUMuRHii/yDfELDI1BSU6ewKI9Fc9bQtkXr1zUs0Y8QEAJCQAgIgScERIAuvhRCQAgIASHwWgUkQeiy5QsZPerzWhugPwtUMvdvJn5HZlYK2zb8QWJSAseOn6Jfr+54+Hnz7oD3Scm4y/Zdu1BTq0vPbl2IuRNN44YN0RXnz1/4e7rrwG4cGjhwzfMaNtaWJCYmccnjFC2aNifhdgh6+pZo6Jlx7cJBft9yTGxxf2FpUVEICAEhIAT+rYAI0P+toKgvBISAEBACr11g45bVvDtgGJqajxOsVeWJjU/Awsy0QtGIyHBueJxn2MdfVqWJl1ImOjqawBAfrMytsba2obi4lLyCUizNTQgNC8ahkSNxiUmEREdipK1DcUkxhYWFGOhq0aTh679D/qVM+j9uZN/+g2w7dADrevXo27sboWFhmJgaEx7kg2MjR+6lJVHfyIaV29fg5tYHJZmHDBn9DcXFxSgrK//HoxfdCwEhIASEwNskIAL0t2m1xVyFgBAQAm+ogN+V87i061L+ZrOoqAgZHqGkrFKlGUXHxREY4s/A3hXvYC8pKZEmd6vune5V6rQKhTZvXoq9rT5hYRGM+XQWd6KjsLayKa95+fIZdA2MaWQvtrhXgfOJIpIdCxmZmWzdvpl+ffszddY82ro60aV9M8J8PdHRM0VLzxDnlu24f/8+0XHRKMrJcfXwXnQaOJCRlsSIEeOk7crIyLzIEEQdISAEhIAQEALVEhABerW4RGEhIASEgBB41QJhYaG4XzrO3eh4vvlxBrp6BqxfOh+ZvCzG/vTLC3UvCdTWbljL52M/f6H61akUl5iItqYmGurqlVb7eMwIiorzkK9Thx1b9hF+Oxx7W3vOXXLH08eXnyb9UGkbosCzBXz8fLC2tObA6Z0E3YhEU0MHeYWHzJz881MD7iNHD9Gv7wBCbwZjbGSMmpoGp8+dxsW5KXq6+ly+cpmubl0FuRAQAkJACAiBVyYgAvRXRisaFgJCQAgIgWcJuF85R/u2Xdi+fS0ODZrQtHk7cnJzOH/hOPMXzuD9fkOISEhDprSAgYMH0r3bAB48eIC8vPwLo96JCsfaxv6F61e14ppfp/L5939dl/a8eitW/UpxcTp15LWY8PVkJFnh4xOSKHvwkOLiQlo0a1bVbkW5fwgUFBSw++B+/ti7hzbNW9LS2Y6evd5j/pIpKCmqMqD3h1haWFTJTfIDz+WTh2nawQ0Ntcp/eKlSo6KQEBACQkAICIGnCIgAXXwthIAQEAJC4LUKXL1ygXbtuxAaGkJddVUWz/+Rh5om1JF/xKPSfBwaNeHwucsocJ+e7/TD/colBvXuQ+++71FWVibdkl5TnguXL9ClQ5cKw/Hzuohry84V/hYUGoxj4yaVDvunOd8zY/JCvIIDaOPsWml5UeDZApu2b8fDx4uO7Trg5+eHubkxw98bxtYdGzAyNKVtqzaYW1g/0UBOTjaht27SpmWbCp+FeF3H4R9/E/5CQAgIASEgBF62gAjQX7aoaE8ICAEhIASeK+DneZnff99E09atqW9rx6oNy7CzsqOBlTWpd+Nx9/OldbM2GOibcOrCcZwbO+DatCVd3Hqyct0yxnz0aZUTd4UE+uHg9OoC3aXLlvLtN99WuuIJ8THU1dFFXl4RBQWFZ5aPT4znkrsHjR0dKSvNp2F9e44eP84HQ4dW2ocoUFFg0rQf6dixE+906UZeXh5RcdGcv3iNyJgYHGxt+fqLx2fLxSMEhIAQEAJCoCYJiAC9Jq2GGIsQEAJCoJYJSLJgb1r1M32HfkZKShzNXNpJt6ovWTCVcz7X6N9rCKdP/EFT+wbk5BagoKmBjp4e2ioqyCmoIKugwa3wmyycu/SFZCT9KykpVVo3IyWJ5MRoHFzbVVr27wWuXr6AqbkZFha2T9QLvhVMTlYW7Vp3kN6Dvnj+dFyaNKRT72HPTDjmHxKIlZkVWpoa0qRlkuR1srKy1RrT217YNzCAm6GhBNwMQaGOHGryKqhrKlFXS4OwqEgM9c2Z8NV4EhITMDWpmNVfYldcXISS0vMzt0u2vIukcW/7N03MXwgIASHwagREgP5qXEWrQkAICAEhAHTp3Y53mjrRyKUl4VHxODk6se/oPh4U59OwUTMcHJty9fpppv+4gPT0dJYuX4gMZVjY2FCQl4eyvCyffzHllVqeObEPS8v6+F87S7asGuPGfPav+4uNjZbeW66qqioN5CRzmz77R7p3HcCxU4fYvGbTU/vIyMpAW0O7PKv8NU9PfG8E8O2Xrz653b+edA1oQBI4+/r7ItmxcDPMj8TYRHT06/Hee0MpewgNbO1YvWEtk759evI9yY9Hu1Yv4MPxU585m5SUZCIjw2jfvuLRhupOPz0lGT1Do+pWE+WFgBAQAkKglguIAL2WL7CYnhAQAkLgvxKo36IFa+bN48TpMyxd9Iv0jfCqdQvYsmsnttbWfDjwAwrvlzDsvY/LhygJsKbPns69nBx4UMiMyXMwNHi1QYzX5XO0aO8mHUNKchJGxib/muzytdOYGFrhHxKMW8cuaGtX7b72Pw7sY9uO3cz8Zhwt27uJt7TVWInS0lLpDxuHTxzFyMCIs+eOU1dLlTXbdhLuE0JYWCCKSoocOHiCid9/X42Wn130Rd6kx8bcxsLSlrAAXxo6iySAL2UhRCNCQAgIgVokIAL0WrSYYipCQAgIgZokINnW/c/t2TPnzsDH/woO9i7Mn/3LU7dvS4KeX1fMp02LtrRu2b5aU3qRgOnvHZzcv40eg4b/q8BYEihOHtGbIiUlAuLv4XnxepXmkJGRzr6je5F5IEPGvXiGvDuWe+kxtGj5797UVqnzWlDo/NWLGGrrc+DECaZMmCBNJjhj3nQa2TlQcv8+4ZG36NnFjdatO7zQsYEwf28aNm1RQer49k1c8jrPpBlL0dc3rJLivYw0dHT1q1RWFBICQkAICIG3T0AE6G/fmosZCwEhIAT+E4GSkhKu+3iwcdMmpk+aSIMGlWc1r+5Ai4qKqpxA7u9tSwL7kNAgboUGoaWvRwuXVmhpVe2t99PGeMP7KpPmLGTVokXMWzaf31f/Xr5t/VlzCgoNwtTYlLKyUgKDfImOTWPcJ6OrS/DWlT936Ry3bkYz/stPWbJ+Jbqq2hy/cIG9v/8utUi8e5d58+fSpHFjDIyMGNC3f7WNMu4lM3nSt9g3dsXNrVt5Rv6IiHBueV+i3/BxL/SjTmZWFnWruLui2oMWFYSAEBACQuCNFBAB+hu5bGLQQkAICIE3T2DB0kWk30tk2MCh1LdthLp6zblP+uC+nVy9ega3bgM4euYs5obadHfriUuLildtVaaelZVJ1O1bxMTHIKughpWpCRt2bWP5nF+fm71d8uOF5M37DzMabTLGAAAgAElEQVSmM3TQu/j4+dCje1ca2zeurMu3/nPvG364ODpJfwAZOnoMFlamfDlyFEeP7qNT577IK8lTV12DS+6XsbW1polD9X8YunTlGI3sW7Bm1S/0G/wBzk2cX4p7Tk4OmpqaL6Ut0YgQEAJCQAjUDgERoNeOdRSzEAJCQAjUeAFJAHri1G4iI6Kw0tGh55DR+Pheo3WrTigqKlZp/CGhfujWNcDI+Mns21Vq4CmFJOfOp0z/mgF9BnPg1AXUlVVJTolDSxnmzF+LoUHVti4XFBRw7tReth06j5ICdOvYkY8/+qTSYUne3nt6+9K6ZfMKZdPvpaOno1dpfVEAlq1byZgPR3Lu0iUG9OlDcmw0sQkxtGrXhbKyMul299f9ZGZmSvvV0NCgsLCA+JgI7Bs1fd3DEP0JASEgBITAGyYgAvQ3bMHEcIWAEBACb7qAp8dlTp8/hoGeNjo6Fpw4d5FpE7+jvm3DKk3twukj0iDdsXnLKpWvrNCGzZsIDvKic9s2RCclUudhGXKK6uSkZSCvIMvEqXMra4LI2xGs3LAaNXkNrvj50rlNK2ZNn1Glbc/L163DqVEj2rdtW17+jz+2YG1jTcsW1bv2rdKB1rICYWFhNGzYkJXr1uPWuR32tg2kAbm8vHyNmOm6tSvo2KEtpWX3adKk4vn1GjFAMQghIASEgBCocQIiQK9xSyIGJASEgBCo/QKSt8ZnTuzH28+DK4E3ead1e36YOK1KE5dkg5e8mXzRe6hLS0rITk1G38xCGsyNGPU+WrpGNLC3pCivBHMjfYoLctA3tSUjJ5Pmzi2xq2//zLFJ5rJ60zKiYmLJzsokKy0bFQUNNPRNmDB+DJYm5s/c3i5JpJecnEi9emZcv36dvYeOMXbkcOzs7KT3xVd1Z0GV4GppocKiIroP6s9vSxdzL/0ehaUldOvcrUbM9prHVeLiYxn2/ofExkRgafXs71GNGLAYhBAQAkJACPznAiJA/8+XQAxACAgBIfB2C8xdOJ+2bVvRvnWHpwbdyanJrFi3jPkzFr4UqJjbkWxdNhPr1r3p0KYlI8cNp13rjhQVFqGrr0tKeg76hrpEx8SioaTMnfgERgwdRv8+/Z7af3paCjNmzECrnjEy9+FuehodW7di44lLfNS1Nacvnmb/jn1Prevt44OejjZW1rb4+vqSkZlFj+41I7h8KdivoZEffvqJstJSTIyNuep1HV1dbSZ8/jUN7Ru8lN5DQvxwcHCtVltnzh2jS6ceXHI/Q1e3XtK6yXfjMTI2q1Y7orAQEAJCQAi8fQIiQH/71lzMWAgIASFQ4wSO79/OO/2HPnFWeNvurfj7X0FWpg4LZq98bqK1qk5q16aVBN8OY8bMpWxeu5AbEXf4cMgIjp84ha2dPaZG2hiYmOBz9RIPZOTJK8ihW+c+RMbewtTYXBrM//kEBgZy5MAW+g0axi+rltGj0zuUlJWQn1tKm1bN2PzHNiaOn4ClpVWlw0tIisPIoN5/cl660sHV0AJJd5OZMns2fbv1QElJgRshIfw08fEd53u3b+S+vCoBASH8unBe+Qy8bnjToH4DNNU1Kp3V/kP7sDAywLVle6p6hZ9kh0deXg5RUWE0a9buhXd6VDo4UUAICAEhIARqpYAI0GvlsopJCQEhIATefIHY+GjOnTtCy6atUdfSxcLS+qVM6vy5k8jKPaSumgbBYUFsPnCURrb2aGtqIqeggoayHIEBHrw7eBghN4NJTUuVJorLycqm9CE0cWjERx98iiQQO3/xFHGxUYA8ciXZZBSWoaWnT99eA/Dy9uHdAQPLxxwVGcLCpRv5bc2ypwZtHt6+nDp/HkMdbXr37om5iXjb+qwFz87N5dGDB6zfsIW8kjLc2jnRsHETDHQNpFUkwXT/Ab2ZO/cXPC+eQ15bC211Nbp374WSknK1v0eS9lasXcZnY76o9EeiXcf30K6hCyZWNtXuR1QQAkJACAgBISACdPEdEAJCQAgIgRonMH/eZG5GxzJ+3Fc0d239r8YnCa4kz9/PrEeEBhMQdINL19wxszBESUkD18ZNUdOqS2lRIfmlhTx6JIePz1UeychQkJ9L5r1MOrZpz8DBI/D2def0hWv07taN8GBPAoJCeFhHFc26enw+5lMk97FbWFhUCOby8vK4cPky/Xv3rjCf0NAbNG7sQlj4TTy9PRhdhczv/wqkFlQe//14ikpKsbFqTEFRAaWl97AwMaOBnT3t23ZhyZo1lBUWYWFWFwMDE26FB1BSJsuX476VBu8vmkROkqk/KTWR+lZ2z1SUtB/keRWn1u1rgbSYghAQAkJACLxuARGgv25x0Z8QEAJCQAg8UyD4ZjChQb5k3y8jKzGBqVPnVEnr1NmT9OjW86llk1NTkJWRxUBfv8Ln4RERePh4U1aSTnxUNKm5j+jUri0Gxnq4XzhBYkoGbp0643PDC5mSEnKL7qNvZEKLZk15UKaAf6A3n44ajZefJ4FBIaSmpePk4sqeg+e5duowefkF5Obl4RXoQc9OPeg3ZDgZ99Lo3rEdC+b8teX6z0HNXfATzZ1boG1gTCM7e5SVq/+mt0pYb2ihwsJCJk75gYnfT+LM2bMkJmdQXFJEg/pWXPF1x7W+Mwam5gzs05d+Q/tw6I8jFObnsXzpXJxbu5CdV8gHg0aRnp6Knt7jN+3PeiRXAkoSEcrKyj61iGQLe3pGGpYWNpVuYZeMW0VF5Q1VF8MWAkJACAiB1y0gAvTXLS76EwJCQAgIgacKhIT4M/PXBeipq3MvNY69e89VGvz8W8pFi9bRoLEe7lfcKSiFZk1aUXo/Hf+gUKZP/IkfZ31Pq+ZtkHlYSu/u/Tl58igPZVRJSIqlS8dW2Jrboq6izrLNa8jJLyQ5vZTxY4Zw/0EJ9QzMsatfX5qNXU5OjnV/bGXnju38tmwV9nZPZvNOSIxBVlaR37dvZ9qkSf92arWufl5eLkvWzENHxxJfP19auTqQnJSInaUVxvUbcv7EEWbPWszR40eJiY0l895dnK1t0bewJbs0n4sXLrN43i9Vcjl5ZB9WtvbYN3R4Zvl72ZlcvXadpk0cMTN79nGE8+dP4ebWo0r9ikJCQAgIASEgBESALr4DQkAICAEhUGMEduzdRTNHRw5vW8PEOSurFaAfO3mGPj27S+eSnp6Bnp7uM+eVIjlXrm+A5E3p8DEDMDEy5NOxP3LpsgddOrRl3+GdmNSz5H5pIQrydbC2tERH2wA9fSO0tLTKx+Vx/Sq/rZiFmYUVoz6fxMZdO3Cub4udvQObt+xgyS8LuBnqh42tA7HxcRw9v4cJY6dIA3bxVC6QlpFEbEQElvaNmf7zFJwcHWndvDVDx3zHlO9Hoi4Hahp1KSgpxMbMhrs5qVy5Hkj3dh2Zs2Qp1pZGlJXKo69Xl9EfjcDM1FTaqbfvdeIiQ3B1aoZVIxfp3yRX3v35xrywIB9/n0u07dTnuYOcNusnsvIyWT5/2TOT+6Wkp2GoV3H3RuUzFyWEgBAQAkLgbRUQAfrbuvJi3kJACAiBGiIguYtcsp343zwnL15i69ad7Nm6QdqMj38gpvXqYWSgJ/3/PzNwX7x0ik4d35EG2pKz4ZLArOzBQ6Lj4uBhEXv27ePmnUgsjExZuWQloRE3aWzX6KlD3LZhMY2bd+Thg2I8vdxJvB1NUHw+pw/sYceefTx8WIihkRHnzl3jy88+xtzEiuOnDpJ4N4t3unXFwvTtSwb3ZzAsScAnLyfPI1kZ1qzfhKqiIgrq6hRm5yGv8JAb148hX5BD12HjCAm/Td9+Awj2vYyTUwseydThVsRN6tRRJTjUE5N6VrRv1wENDU18/L0JCA7AsXELlBRl8Lx2mV8XrixfP0mCv8+mfsOUTz/H87o/H4wYzv5Du9BUUKZrr/5V/ipKdkccOnoUdQ01unfpWuV6oqAQEAJCQAgIgWcJiABdfDeEgBAQAkLgPxM4dXg3JY9k6T/gvX81BknA1WvQEGZMmkCbNm2eaCshKR7Tes8PhDOzsygoLMTUuJ70zXpuTg5Ll0xl7vzfnjm2kpISZvz0NQ9kFCksk+Hi1ZO42DfHztaG6dNmSttRUFDg43Ff0KdHFwb1G8jwTz6jOC+e/gOGkZ2ZSz0zI/r36o+Pnyfp99Lo1f3p963/K6AaVHnjlrVcvOyLloYazg7O5OQlkZyZj69PALbWVnR3kzgNYMio0Zw9f5EFY4fR2MEJFQsbrnv60MDOnLioW7Tr0B19I1N+WbqCgX178vOcabg4t6JBY1sMdfTYe+gUTRpakp5egI6eNp+P/bRcQfKj0Omr7vTu5FZB5uLZA3TuNqgGaYmhCAEhIASEwNsmIAL0t23FxXyFgBAQAjVEIDQ0hIdlhSSnptK9e99XMipvvxu0cH28hflZT3Z2NoqKik8kZZMk91qzdj05+UXMnjHlmfUlQfj6NQvJLLjPNa9LxN4t4qanhzQwj01IwOL/26olDZw4dZzgkEDkHpZS9OABw94bzoatmwiPSuPwzt+RZAlXV1d/JRY1pdHFvy7B1s4OJRUFdu7fy5rFy5m9aB4Z6bnEJ8dgY25G2xbtCY+8Q+a9ZLTUtXDVVuOuel0UFOUpKM6lrooiHkFBGOvqMXLEOBatXExdTR1+mjRZOs2Tp05ha2NNVHw4hw+dYf2q1RWmn5mVhYK8PBN++JjmrbqgmJ7FB9/+KN1pIY4f1JRvihiHEBACQuDtFBAB+tu57mLWQkAICIHXJnDy/Fl6unUr78/92iVauLRkw8Zl+Phe5btvfsa5abNXMp7c3FwkwZiFufkz209LT0dLU/OZ91v/c3v83xtKz0jn0cOH6Osb8N3kHygqzGXGtLkYPOP8+5592xjYfyibtuxg9McfSq/7kmz3lrzRlQT0te3Ztf8gLVycsbK0LJ/agSPHsbWyYPXWDfgFh3E3KpaL505R38KS6+5nkZOV4ZzXFYK8r9Kj9wgOnj3DznW/Mfq7r2jZpAklBcVExsRga2mGqVk9WrfowNpNm2jl0oAh7496gjDj3j10dXQq/H3F1l/RV1AhMPw2xSl3sHNoTfTdBBpYOTBqzLgqLcPzvhdVakAUEgJCQAgIASHwFAERoIuvhRAQAkJACLxSAclb4T+vmZKc+f7zCqu7sdFEJSdhb2OPocHzr716kQFKzqE3srPF09sLPQN9HpTk4+3rT/MWLXFxevZbdckb9V9XLGP29BmVJqnz8/fBqUlTEuPvcObiJZKSYpk1Y0H5cL18PGnZvJX0/0XFxRQW5HInJpbmrs1fZEpvTJ30jAw01NWlb6PDbt1k6NjPpLsKJM/oLz5j7dLlfDNxAvmFZfR+pwuFeblo6ughIydLQlQYesYGZCZn0aJFS+KiY1m7bx/NG9Ynr6yMpuYGKMrIcuiqFyNHfMiF80fIyH3A2OEjuXHDl6+++r5Sp7PXzxPn6U5MejLqdeTRt2nEyaNH+Xn2LzRu7PzU+t9//QkLFq8tz5cQnxCNqYllpd+RSgcjCggBISAEhIAQ+JuACNDF10EICAEhIAReuUBmVjZT50xmza9rXltAk5CQiIKigvT+819XLGHooPcZN+EzunZox4fvf0xdnccJ5Ly9rqCqpkrjxi54+V3D2y+QpJR4ZB88ZMHsXyu1kZxDnzzhS4pVZBk/5mvs7RqW1/G+4UcLF1cyMzO55nWV+6UyDOr/arbzVzrQ11ggKDRY+kNMSmoaN2+F8+OECdLez5w7RTOXFuzYvoXUe5moq0uS89UhNS8NVVkl6ts5YGFkSE5BLhmpaRw+fYSmzq0wq2fMzVvRKMoXYqlvwN4L3vz8w/c4O7swa8YkErMyWLt0HQoKStKjCmlpqQSG3KBbl55PnbVk18KCOd9zPzOXyLQY3NwG0Llzb+YsmceGFc/OOfBnY7FxcZjUq/evkxu+xiURXQkBISAEhMAbIiAC9DdkocQwhYAQEAJvusBvWzYw9uNPXts0ftu4loH9B7Pg11n8umAlB48dpknDBpw5cYbAwEAauTjxzRfjpdvLdx7Yzoj3R7Ljjw0kpyRz+MIprp/0rPJYr3p4EBeXwIdD369Q588M9Z9/M5nbcTc5c+Bw+VVeVW78DS14/oo7pkYm0oR5fz65ebloqGsQFxfN4SO78AoMw9WlLfJyDzExNOJuWgxRkbF07tyN9Mx0lq1bjqVJA7b9to75S+agr6mHkqo8zV1ao6WiwuHDh7C3MCe9tIBRH31RQWrq9OnMmTXriR+EJFvTV/w6iwvnT9OwaXPiY4KRV6/LN5//wIrlv/L7lv3PFZckJJw5dypfjZuAoaHhK1+dDZtXMWbkF6/th61XPiHRgRAQAkJACDxXQATo4gsiBISAEBACr1RA8ib15+k/0L5tO7r3GfxK+/p745IrsL74ZjSL5q5AXkFBmgjOw/MKHr5edG/eEh0za+rVM5FWSU9N4tDR3bhfu4ycnDxfjf2GJk7NpGfEK0satnHTVuoZG+Lk1AQjI6MK89u97yAD+vZixrxZTPzmO3gEdevWfW0G/1VH4RHBJCSn06SRAwb/vwP8iudlVq5dx96tO6XB5u7924iJicbOvgluHdxYvXk1xiY29HfriqaWljRhW3FxMR+OG8sf6zcQEnSDQ0cP07ZDJ6JuhzD+i0ls3/MHm3fsxMrKGnWVOkz/fio6/z9vfjP8Jo3sn7waLygkCB+PSyTdCaNBQwc27N6Knp4xD8tKKCmR5/DB489lO3f+Ale8PJk9bdor5/XwucL631azYc32Wpmj4JUDig6EgBAQAm+ggAjQ38BFE0MWAkJACLxJAqlpKaSnptLYwfGZw5YEYrdvB+PgUL2z2ZI7zM9dvsTA3k9uGz974QSuTi1Yv3kbh07s5lZIJJO++56ikiI+Hz2aemZW5ePZum0ZQ4d8zgdjhjCs/xBpQH/m4ilU5JWZNWuhNLj/53M7OhJbq/q07NaLayePPHO7c+C1c1g3ceUhcmhqaLxJS/fCY50xcxIDB36AY5Mm5W0k3k3k+ImT6BnUxdzUHB/vaxgbWxKbdIcLl66yYfVaDPWMiIq/g42ZdXm9gKAgmjRuzOWr7pw4exErM11ysjOY8uNcaRlJIH/8zElcHZ0xNDSq9E2z5IcbvxseWJlaoWdUj0+/Go02JejaNOCLT75FWUVF2q4kd8I1z6t0d3vnCYf09HR27N7Bt199+8JG/6x44dIZunTqXuHPRUVF7N23i6auzXBo6PDS+hINCQEhIASEQM0VEAF6zV0bMTIhIASEgBCoRGDWnEX8NO2HCqVSU1OZOXshfQd2pUfnHmRk3qOuljYNG5ji2syRHTtOVih/9vRRbkffYtjQsRw8dJj83BQMTS3xuHqebm69uOp5hQVzl1aoc+rscVISIhky7LMnrmf7e8Gw6Gge3r+PYh156R3fb8sTdecWIUF+DBg4HC8fH0qKi+nQvj2xsdHsOrgLdcU6qGtoczMyhuKibHp360O3bk8/Ly45v7/v2BHW/7adI3u2sXDZXNq7Nue9ISOlnNk5uWhp/vXDhyTfQUpGIg1tG1eJe8fmNbTt2puQUB/qFOfTY8DH0nqSnR+3wm6SmJLInLmzGTN6FLl5Obz/7nCMDY2r1HZ1CqWm3kVGBjLSUzAyMke77l+Z55NTEjEyfLzbQzxCQAgIASFQuwVEgF6711fMTggIASHwxgiEBPrg4FS9N+gnT5+i5zs9Kp1jcVER+6Z8TXLpfSau/l361jUzKw2dugbMXTQXPR0t1FWV0TcwY8mvs/nwoy/wD/LF28+XwT360qp1K5o1e5yN/c9n9W9LCY+JY+X8Zc/sPzc/H3VVVennkm3dtf2JjY9HR1ubDRvXoFlXmw+HfMTWHdto1bwlDg4OJCbEcODYIbIzU1FWUiGvoAx1FVk6d+2Nq9PTr9qT/BjSpWM36RZv/0B/fL0v0qfXYIxNLCrllAT3kjfhpn+7i/5Zla5fPsfyZTPZsedS+XZyyfckISGej8cMo23rZri4tCM1M50OrTthZ2tXaf/VKSDJVzDiox7kJ93FpnknlvyyqjrVRVkhIASEgBCoJQIiQK8lCymmIQSEgBAQAs8XkGTuvhHgRTOX1tK3o4fPruGd9qMoLikhNjYG5OQ4cmQPGuoqNGvamtCwQG7HpJCWnkSfd3rSrk17zM3/us/76OmjuLXvgorK4wBcPI8Fduzdw/sDBkrP7z/tuXDhFKnp6bRu2ZbDJw4REHmbrcvXVYlv34H92FjWw9GpxStJtpebk42GphaBwf4cPX6MwYPexchAl3Ub19C0YWMaO7Zg9YZlNG/Vhf7dn/7Gv0oTeUqhM/u2cnHX74yauhA7lxYv2oyoJwSEgBAQAm+4gAjQ3/AFFMMXAkJACLzpAicP/UHPAR9IpxEQ7EtGUgztO/d76rnvfzNXyRvK7ft3MXLI8PJmug8ezLefjkVNXZG2LTtwJy4Gj6unaNvuHdZsWI2NhSVysrKUlZaio2/EuwMrZmn/N+OpbXUl182FRtwiISmOdq3boaP57GR4k6fPx8rGkN1HDnJoyzY0NLQr5Vix4mc6de6LwzPuKa+0gWoU6P9+HxR4yHtDRpOcEY6zYwvuRAZy506a9DsyfeJP2NtX3EKfnp7KqjW/8fOM6dXo6a+id6MiOb93OyOmzH6h+qKSEBACQkAI1A4BEaDXjnUUsxACQkAI1AoByVvujPQ0Lh37A4fWXSkrLKCJa8Wt5dWZqOTtuNL/E7xJziq7X79CbMwdmrZsjmtDJ3z9r9OhjVt5k3uP7Oa9fkOQBJvzFv2MimIdlDV0yM7IABQYOKAPjRs6VTqEsIgIGtq93C3QlXZaAwpcuXaVP3Yf5KMhvWjd9i/Xfw4tNTWZzTu24dahE81cq3asYfnimRjoajPko6+fOdOY2FgsLSrf+v48qg2bVhJ1JxxjQ12K8krQUNfC2dWV0Eh/dHQtMdDRo02rji9dOyc9HXUdnVeyM+ClD1Y0KASEgBAQAq9MQATor4xWNCwEhIAQEAJVFZBk1g7zdMfAyo7CogLikhKQqaNIWkosgwf+9ca7qu39WS45JYXU9DScHB5nEz928iihESEM6vc+Xh5X6N9nEBqamuXN/rFrDSnJd5GhDtHJORib6NPQwhLfwEDys7NRVKrLkPcG09S56TOHcvDYEextrWn4jzes1R37m1re74YfpYU5BN4M4vNxE546DcnZbsnz57l8yf9bdmvGlePXpee/n3Zef/fmFQwZNf6p7SUmJUgz7+vr6r/wWf+k2DscPLCLRi4tyc24h4qWOulp94iNjcDKrgHtWrVBciOBi1PLN3VpxLiFgBAQAkLgDRAQAfobsEhiiEJACAiB2i4QcfEsUWHB2HTqgpGJlTRolgRt1UmsduvWLWkyMDU1tXKu6XNm08zJnr6935X+LdjfiwNnjmNlbM7pK9ewMTdj1vRZpKQlM33WDKwsjWnSqDmTfp7CrKk/Ym9dn5TUPPR0dcnNTcUv4AZHznhgYqyNs709Xdx64Pj/4P/PTo+dOYmJgRHOTs61fdmemN+qDRsZ1KcPBvp63ImKRE1Dkzp15KV+fz4nd67CwL4lZy5fYMq3k8r/PmRcb8ytG6BQKEuvnv1o2az1a/W7l5pCVFQY0Qmx3EtLYcRHnzF93ixMjPSoI6/G+/0HYFzP9LWOSXQmBISAEBACb5+ACNDfvjUXMxYCQkAI1DiBdj2GcP7g7ygqK7/Q2CKjo7gZ6ke/3u89c4vwnr1/IPuoBHMrO2kmcXtrK/Lvy6KjrgoPCujm1h9dfUMk2+xTUlL47NuPWTx/PTZWjxPDzf91MQMHdkexjgaz501FX8eIgvwcxowZRxMHZ1IT4zAwMX+h8deGSpJs6ZIfVLoN7snBLbvR1zd86rQkd94vWjqDd9z60exvQXhefi7BIf4cOHpKGuDXNzXAwNSa1i1aEx8fRWpKOs2aV/24Q1FhITnpdzE0t6kyb1BQEIEhoTg0boiyoix3k9PIyMmgKOceH330RbV+MKpypy9QcN4vP6GrUoexX/70ArVFFSEgBISAEKjJAiJAr8mrI8YmBISAEBACVRa4eOkcxYl3yJGFNu26YWpqWSGgkgSGs+f+hMcNX5bOX8Kxc/vx9wtl3MiPMTOxID7uDt17Dpb21/adTuzatIWs3DSyc3Kwt22MjpYefiGe3C8u5VbwTTKycxk2dJi07vWzRyjKycHt3RE1JoirMtxLKOjh4cHor79mx6bf+H7aTLq3b4eqmjpfjfv0idYlGfRjbodj1+jxsYO/P72Gj8XF3pQBfXqzct4UNu06We6Zl5eHurr6Sxht5U343PDiZmgQxoYGeHpcZfKUeS89aeHzRuHl7UHLFk/fQbD/4C5Cvc6hraLAmO8Woqr+1xGNymcmSggBISAEhEBNFxABek1fITE+ISAEhEAtFoiNi8bC3OpfzTAsPJTS4iKMjMzQ1NQkLMAH55btuOBxgnauXfH2uYyHnz8uTk2wtmjA9BkT0DXQpblrSxraO+Hs6CLtf+bMCbRo2RZfX0+MTa3QNlRHTV6Xo0f306hVA9q7dEFbTRt5eclZZyMKcnNxv3AaL/+ryCuqUiarhoudBf0Gffiv5vMmVr5zJ4qr1z1wcXZmyYr1yMjno6OpS5s2bejXq3+Vf7QY+9lYMnOycHa0Z+jg4VhZ138uR0JCLKamfyWFS01NpbS0BFNTs3/NmJgYz/HzJ/D2vM7v63dUaE9y/OLgzk0M+mDMv+7nzwYktwzUqVNH+t+r1y7Trm2Hp7YdHOyHlkZdgi6fp8OAIWhoaLy0MYiGhIAQEAJC4L8XEAH6f78GYgRCQAgIgbdK4F5mBqoqasjJyZGYEIullW2l8z9x6hBtWnXi7OVLvNdvQIXykeHBePoE8NGIj6R/T09PoLjkHqYmj7Oth4cFo6auibySPFfOneChbClNHIT0kZUAACAASURBVDvQoEHFa7IKCvJZsXIRXbp0xc/vDPF3S5j47Y9oa2tLz8MHhXng3LittE3/oCAunz+NuqYmB08dQllZg2bNm/Lj+MmVzqW2FbgREISLs2OFaS1dswgbC2vOnDuNtV1DenVsgU39599dHnUngq9+HI+hpgnjPhtFC5c2L0xVWFiIl48nnTt2qXIbkkSFku/ksx7Jd+DnaZ9jqKhI/4/HY2j2735Y+mc/U779DhdXewZ98EmVxywKCgEhIASEQO0TEAF67VtTMSMhIASEQI0WCArywdjYjMjbt2jTulOVx3ro0B769BkkfcuYlhSHvJIy2jr60jPj1708aO7STLoN+U70VeYsmMqHwyfSpV1vaXC9ee0vqGpqERUXjYayLKM+mYyamgb30pJRVFHB/9opvG/4MPaLqWhq6ZCWns6s+fOwt7Hj009GIy8vXz7Oe/cy+GX1fNIyc7Cp14C2LZty8eIx9PX1+WT0BGkW8rftOXriJEpKcmRl5HDs9AV2/L6etLQ0lq6ax4wp81m5Yw4jB3xDckoaDo0aPZVn8k+TMDbQIygyEgMtY8aOHom5WdXO9GekpKCpo8PNW2FYW1pJEwVKzsT/PWFgZWuy6rfVfDn2i+cWC/f3ozAvB20zcywtH59tT0pORF/XgMK8PDTrPvvu98r6l3xPJd/l5/1IUFkb4nMhIASEgBB48wVEgP7mr6GYgRAQAkLgjRG4fu0iaipKODZ98Qzd9+/fJ9DrEs3adZPOW7I1+OzFC3Tv4lYe3CxaOY92rTvS0uVxP5LgJzwsCEP9eqhoaHDm4EaQgUZNWnHd+zRy92WwatyGwJs3eIQMjk2aoaGiioPD47fwkj6KSkpQV1WV/n/eknkoKqnx3efjuXjpOGoKihw7783sGdPemLV4WQMNCg7EL8CfZk2bISMnT+MGdhQVFbFw8TLCYqLYu2kTmdkZ6GjrkZJ6F0MD4ye6vpeZxuZNmyUXr1HPzJDTF69gWc8IC0srRg4fJS0f5nWdxOAAuo398on6O9evZMG6dRw/dBj3K2exs3ckPiaOps6OWNevuFPi75Ul36Ww8Js4/n+dJZ9JEsU5OlbcEfA8q7CwEOKTovC6eJb+3bvj1LH/y6IV7QgBISAEhMBbKCAC9Ldw0cWUhYAQEAL/lcCmVQtp2NiRVh3feWlD2LlnG0Pe/fCZ2dslbyUlAbrkzWRuXhb+Nzy4E+ZP+459uXnLCz0jc+Tk1Th+5ixW5jYEBgYgq1DC4jkrywP+o2eOcubsSVYvXkd03G3i4xKYMWcKfd7pjmxZAd37jaKRXcOXNqc3paGiogKOnjkhzb6fkZTGg0cFrNi0jc3LVxMYGkBaSgHZRfnYWmlgqm1E8K1IRgz5AAVlFfQMjMqneezUQU64n2LUex+xbfs25GTroKymyoQvf5DuTJA8W35fz4DeA9HU03uCZ9WCKSSmJpORn8uosd/TutnjbO/Pu6rv2Kmj5OYX0K2TG3q6T7ZZlTWQ7BKQjC/0ZhDbN61k1Lhvsav/9B0CVWnvRcuE3vBCS0MbE1u7F21C1BMCQkAICIEaIiAC9BqyEGIYQkAICAEhUH2B8MgIduzZSr+eg9HU1MDW2vqJhGR+/h5ER92if//hrFw5jUcPHmBq2oiNO7cyf/pMLK0bsXn7RswtGxAQfANleWUu+96gV+f2DOzdj83bd4F8iXTrumMDR35ZPpuSgjyO7LnAzj/WEhydwNcfj6Bp86pv16/+TGtmjczMe8yY/RNjR43D/dpV6hkbs2bDambNnE1AUDDp97KxqGfMsdOnGTKwP++4defqmSPkPnyIhoYasTF3aO/oSpmSOrcS4jl0aB9tmrckMy2eL76YhL7e4+D8n49kR8Pd5ESKCrJ5BMTdTSc8xJ9WLZqjo2+GmalZhWMJT2sjNycLBUVl0pMTUVRQRP8fd5zn5uWhUcWs8RG3glDX0sXYqN5rX6j8vFz2bVrJe6O+QlUkjHvt/qJDISAEhMDLFhAB+ssWFe0JASEgBITASxFIT08nINCfbl27P7c9L99ryDx8KL1u6szZCwx7fyi6urpPDdB+37KCaz4+6GiZ8NmnYzlw6CBxiXFc9/Vn1qRp5OTdw8m+IaeueDFm+PuoqWmyYtMq3unYDj1dU9ZuXk1OWgy30/PJSc+nu5sbaek5LJ07p8qZyl8KTg1pZNeeP7gVEU/HTq3w8/elvrUNUdF3+Obzbxjz+RfUkVMlOimGNb/MJzs7m0eyj7gTcwcFuTJ6vjOYOVM+I+3+A5rZWhEdm0qJshp37sSzY8MGtLWffZ47MzuTsFsBNGnUjMLCXOrUUUSWh9TVNZAeR/hw1LtMmjAZZ6fmT0hJ3qqvW/srjk6uFGd4YW7XDmMzF5SVlWuIavWGIZmPJEhX13h7r1sLDg6W7mQwNDSsHp4oLQSEgBCogQIiQK+BiyKGJASEgBAQAlUXyMzMpKy0EH1DE5LuJvHzomnY29gz4YtJTzSSn5/Pz7Mn88EHI0hMuUvvbv3YsXs7UXF3sTEx4rqfBzFJSZzac5S8vBwWLF/E1O+m4RvsSxuXVsxbNo/CgiIi7sRiY2LF/YcPWL5wYdUHW8tK3omPZ868pbzf3420exmo1tUmxD+cr7/8lBPH99GwYVOWr9/I1nVrnpj57TuRDPp4OHKyDzHW0WJ49764Xz3G0g1HqhwsS4LT4NAAHB2aEhcXh7fPFdZvWIiRsS3Lft0g/aHmn4/kHvaC/FySkxPIunsVXbOuhEXeZECfwbVsdcR0hIAQEAJC4E0UEAH6m7hqYsxCQAgIASHwwgKSM+mSa7hSUlOwsbahuLiYgBB/lq1YSNmDOnTr1JlPRn/G3F9mo6KmQXFhHl+O+5YrPu5ERNxE/pE6UdHxNHFw4JORb9+d53+Hl1gOGzkay3oGONrXJzEzm827D/PugD5M+WY8E6dNQVNLhckTppQH3dGxMaira5KcHEXvwe/RuUMbcnIL6dm2FepKSgwZPb7Ka+vlfRl1dS38g25wv6iU1IwUGtna0ahJM6ytH2dZ/+ezcOFPRPtdZuiHo4lIKWPs2JHExkUTExNB5049n3tuvcoDqwEFgwO9MTCsh75Bvbdyd0cNWAIxBCEgBITACwmIAP2F2EQlISAEhIAQeFkCx47tJSM7h5HDX8/9z5v+2I6uugJKyqq0a9OZ3bu3oqahyY5dW2nQwIGku4lM+nYSe/ft4ueZC9jxx2Y6duzO9QBPrM3McLBzrPIb3pdlVBPbGT5mLNs2rCcpMYHrnu5c875GccEj5FWV6N6lBw8oQ5KvPcL/Mh9NW1w+he1bf2Ppht9ZMncm02ZMRE5WhjkzFxIY6s9Xn1ftHvkDhw8yqP/ACiwjRw8mNSMRtbpmTPzqe1ybPrm9/eTxI+RmJbN06WyKcktQMnHi0onDqKqqlbflfuk09e0dMTb6K4ldTfSvbEySrf5LFk2jLLuQKQtXVFZcfC4EhIAQEAI1REAE6DVkIcQwhIAQEAJvo0BOTjaLV8xh5tRfnpqFPTH1LiZPuZarulaSN+YqKirSajEJiehqqfPuqKHYmtfns9EjSc/KpkPrDixbvZheXXty6Og+wsIj2bJxB143AnBsaC89037F4xpHT51g2fxF1R1CrSu/fsMGPv3kExYtm4OFmRkJd/MpLcol/E40NlYWSN6UKylrMKxvD9p2cJPO/9yZoxzdtZ2H6jLUMzDjzBV33u8/iO5ufVBWUcfYpOK950GhAejV1cHY2KyC36WLR+nUuW/53yRb3RfOn8jOQ+dZPG8OrVq1k95z/88nPu4OU2f+jLu7OygUc+3MdcwtbGvd2ly4fB73i4fR0apHpw5d8PR2Z9xnE2vdPMWEhIAQEAK1UUAE6LVxVcWchIAQEAK1QCAzO5u6WlqvZCbevjcIuR3B1bNH+GLcp+QVl9HUsRna2trS/vbt30Ovnn24lxGPZ8B1XOxdsbZzxNDKmkAfTwx1n55d/JUMtoY2+uWEceTmFmBpYYe2pjqJdxMBeTq1dyU5OQMLUyMKS0qIuhNHdNxdvv5yHDaWNhw7tpNbN31Rq6PLeX9vdm7eK92REBcXhbl5xW3p2TnZyMrISn8c+XsSN8k5cklW/b8/s2ZNZurUOUTdCsE/zJ+h7z2+P/3vz+2om3Ts1QpDI1MObjuGnq4BKiqP77avLY+3rwfhflcJCvJH2diY/r3eo6iwECNjE2ytxTVstWWdxTyEgBCovQIiQK+9aytmJgSEgBB4KwQ2bNnIJx+PqdZcP/16HHUN9Jk/ZRZL1i1HRU6OFi7OODdtw/HTh3BxasnxE8fp2e0djOrVk77dv+B+iuYubVBXf/LNbLU6ryWFl61eQklhLj989xNz5v9IRuYj6jcw5+HDMopz73M7JhwbiybU1X5EQso9DLXU6NSlF8eO70ZX34Qfp0zH6/gZrJybVipy6Oh+BvR9dhK3w0f3oKquTddO3Z7bVm5uNgePH+HitVM42TnSoKEr77i51Zoz2vfSUzhxbD9hEUH07T+CyFsBxMXHYmFlS1CgJ0uWbKvUWhQQAkJACAiB/1ZABOj/rb/oXQgIASEgBKoocNPzCmqa2tRRU6WemVUVa1VeLCIqGlsrC35ftxQFDTVKSsv4eMSndOzkxPBhH6Gja4qlrT2XLp3g2/E/IicnV3mjb0GJgydP4NLEkfAQX86cO0tiei4N7ExJupvL0oULuRHsg6ycEmfOnKOOHMSlxGFibMFNfw+U5B8xfvx0zM2tMTaWnFSv2hMZHYW1ueUTa3D89Eli4+P5cuy4qjX0/1Jnzp+VXg1nafn871NGeir3UhKwc3CtVvsvWliSkd7cvOJ2/3+2lZOThYqKGmnp6dL754/uWE9BcSFBMRk4OTlSWJRFXk4m0TEx1FFUZPH8lS86HFFPCAgBISAEXqOACNBfI7boSggIASEgBF5cIDstlZTMbEpyk3Bs3rnaDUnOKcvIyFSo97S/HTt9lOOnj+Hg0ITtW39n55YDWFtZsmDpYn789rtq91vbK/gHBqCnp0tqejIm2gZ43wxFTVWZB8WFxCTEEJuUgrqSBlMmTSIyMhIrKytGD+nKxl1nn3pX/Yt4nb98gpYuHVBT+yvZ29PaKSgoQFX1ry3tOTk5hIeH0Lx5m+e+Rd+z6zf6DRhBSmoyFuaWLzLEKtc5cOAwgwb1Z9QnI3B2aMRX45+8LjArK5Nps77HUN+Mu4l36NGzP1eueRIe6Yurc2sG9BpAZFw0zvaNuJOYQFFJEf17DaryGERBISAEhIAQ+O8ERID+39mLnoWAEBACQqAKAlk5OWhralah5JNFJNeALVq9mDaubbjueYqJ384qD8QkwfnNiAga29tXqJiQEI26hi5amhpsWLcUi0aOtG/eBh9/X9q1avtC46itlZKTk1mx9jfmz5pRPkXJ9XWGBobS/x87d4JbN8OY+M0P5Z9v/H073dw6YmZq+tJYvHw9sbK0RF/3cb//fAKDAjl6+gTpqfdYuWRJ+ceBQb7UM7ZAT0/vpY3lZTUk+X76+LpjY+uEzv9zI0jaLioqYvbc2bRu4crxC2d5VJzNJ6PH88eOZcir6qDwoIg5C7cwZdYMBvXuy5Wrp3G2b0jTVl3Q0BDHM17W+oh2hIAQEAKvSkAE6K9KVrQrBISAEBACr0TgwYMH5BXmU1JUwuJffuCnmatQU1N/al/5Bfms3rQGLRUNLlx3x8aiPvNmzHruuJLuJlHPuB7+gX40dXKV3osteYYM/4A9O3a+kjm9qY1GR0ewYfsOmjs3Y0Dfvpy9cJ6O7dqXJ3DLyspiw7Z1TPy6atenvWqHuPh4zM0qZoR/1X2+7Pbdr1zg+nV36igoU5KdRh01PT4b9yWnjv3BsA8/L+8uLCyM0BveaCjK0bn/kCeS6r3scYn2hIAQEAJC4OUIiAD95TiKVoSAEBACQqASgZCIMOytbElKTsLCzOKFvSQB82VfdxpY2XPuzHE6tG2Pqflf2aklbxhX/7YKIwNdboT7UVL4kKL8YvT1dAm9dYuZk2fj6uz81P59Azxo5txa+llOdjaaf8siv2ffHt5/9/0XHndtq7hz9x427jnDyd1refTwoTTLuoe3J85NnEhKTiGvIJ+ly+eQmhjB3j3uaGpWzMgv2d0QevMmTRwcahsNG3/fxJiRo1/pvK5ddWflmgX8uug3fLx98fe8SOfuvenStccr7Vc0LgSEgBAQAq9WQATor9ZXtC4EhIAQEAJAfn4OcQkJmJlaoF7JOeG/gyWnJqCqoo6G+l/B3Y7Vsxny6WTpm23J9VuS55q3J5cvuzN14uM3tWdPH8PDyxtF1TooKquQk56BnKIiCnKyvPfucKysKl7nVdki3buXxugvJ3B4147Kir41n0t+CAmLvYOxri5Geo+3lqelpdGkWSs+/2I8038Yz/BPhqDwMJcyJXUmjp9NY/vHP6RIvg9ycpKr0x7fTf/nc2DvTga9N6zKhrv272To4MflfxzzMU5tOjJk5MdVrl9ZwcLCQlRUKo6xsjqSz1+03t/bvpsYR11dfZSUlJ/ZZXFxMUpKSqz9bSOaSvdp0aYT1tYVj2xUZbyijBAQAkJACNQcARGg15y1ECMRAkJACNRaAcm29KKiAtTU/v0Z2IzUJLR1DZ/I5L1+4xq8AzxYs3gjAf6eXLl0noJHsthYmhOfGI+Wel1ux8QydtQYGjVoXC1ryY8BqzetZOiAYejo6Farbm0tLFnT1RtWUVfXgHYt22Nu8jgb+z8T7526fo5d21awadXB8h9UgoOuk52eRnu3AeU8d+LieJCXjamVDcrVuJs8LiEOAz0DHIx12H3sLC5t2rx28jPnTtDNredLu65NYrho6lcoyCnwzey/zsz/OTHJ56dO7MetWz/p1vWysjKuXj6HTX17TE1fbRK7144rOhQCQkAIvGUCIkB/yxZcTFcICAEh8CYI3ImLkV6nVZ1nxvy5PKKUvKxErHQMic8qJjMnCwd7G4pKCv/H3nnHV1WkDfhJrzflpvfeK4EAoYaOdKXYFTvqIrq61rWuuopd7IqNT0UFKdJ7TSAB0kjvvd2b5ObedEK+3zlZSiBAEkI/88/+ljtn5p1n5sTzztuYM3s+Pl69s5yfPr9CUYW1tW1vRLpu+woK4aaNaxg5ciyffPElL7/Q6dHw+4pfaGg6xsBgV3LKFYQERqDSqGhQVTF25JQuPFpbW8kvysHPO1D897SsTHT0wM/Dj6TkRMJCwy/IT7AgT5p3K+8tfIRnX/onu+IyxGdS0o8QEnDu+upCaTLbfkoMJ3gSvPjaE0QNHkVbO0yfPLPfkrHlHE3GOzj0LA5CFveNq3/C0y+cvLxsxoybgoOD8wV5SR36x7tB4igRkAhIBC4lAUlBv5R0pbElAhIBiYBEoE8Eko7GodGAu6sLTo4OPRrjpltnM3biONoLMtkUd4hBA4dhoKvN5HET2RlziFde6Fquatkfv+Ph6syIoZff4tqjBV3FnQTF+JU3/8uQyAj2xcZga2WDpaWMzNx08nNzmHLzbA7EruPfC5/G06czpv/Mlp4Uj3/ooIu2Osdu+ov3XnyGR557lUm33ktzYyMrvv2Uafc9jIWZvMcUBUVbiKPvrsXF7CI/PYlbH1h01s/vvv08ZhamHNi/h7E3zeLe0xK19Xjy/3UU4vK1tbUv+FhWWiLl5YWMHjeTaoWC6qoKAgN75xVywUmkDqz9eznTp9160WdUQikRkAhIBHpDQFLQe0NL6isRkAhIBCQCl4yAYJUVmq6uLoJ1VXDd7U1b+NTj6OhpIzcxJT0/F109GbdPm0B80gF8/CJxdXWkpUObccNGk5uXw/fLfsHR3o4H59+HgYFBb6a64fsK1nK3wCB8AgfzxIOzWLVmLWNGj6WtTY2jtR0TJ85gxY4/CHN2w8LClezMZEaNmdqF24tP3sOwseOZNuOeLv++cflSJt96Pzt2rqe2toE5s7tPzPfMs//m/cVvIrjab1v6JVFz7uCnP38nMtALY0Nj/t69mUBdGTMWPn1WOERvNrCqrJjl371LubqKux54lSD/oJOPV1VV8vzLi5g6eQZ1NQpi4vfxzBMvEhB4Yev/iUFOvxjIzMnEz/tUwsPeyCn17T8CDY2NmBgbo6qrwdyi55c8/SeBNJJEQCJwIxOQFPQbefeltUsEJAISgauIwIalS/CPikbVpkYXHULChojSJSYnYmhghK2NFXL5ueO/f1/+BakZxVQrlQyKCKempoW127YyKMyfo1kJGBs0s+qX/aSkHqWotJS87GLklqZY2ehjbizHPyCIxpZWVKoaXn3rNT585xPcXK7tklyXYntLSst47/NPMDE0wNPNAw9XVxKOHMXB3RkLmT6FhYUMGTSYQP+Qbi3SgpV45/oVVBTmM+u+f1BTX8Offy3jkfmLMDExoV6lYv++rQwZGs2337xHZnEND917F1FDRne7HOGyoLyykGm338WDE0fSZihj0VMvsu7T99AzMqFWpou7uydDh47vE46k2H3Ibe3YuvwXtDycuOfW+yktKSI94yiVZXk01JRRVV/PniNJzJgylUWPvtSnea71hx54/BGWfv71tb4MUf7ishJcHJ3Jz8/Cw8P3uliTtAiJgETg2iEgKejXzl5JkkoEJAISgeuawK5Vf+AXFsFrbyzk7Xe/wcrOhWW/f0/UkFH867kXuP3WmznWrs8dc+ecxaGirJBDR+IYP346X/y0FO22Djq0WiiqrGHK6FG0tzYTFBbOgoVPEBIUTnhIEO3HjzFhzDje//hrJkyO5Off/sTRRo6iWsWTjy+koLCA6VNnXNfM+7I4lUrFzNtv5YWnF+Hi6EqAfyAPP/kPTEwNmDvtZnKyc5g+bSb/fe8TWtubePS+e6hSVFDXqGbMsPFo0cG7ry/i/gXPsHbLJjTKKszkpjy24MWTlu7tOzbzxY9fMiFqGHr6hnj6+BI9clIXV2PBy+LXbz/DTG7BvuRt/OORV8g9eIBV+3czacJNWDQ0Yx44gP+88wyL3/wCL0+vbpcrxHNbWnZvJW1paeGXr96lKr8SQxcZo6KnEzFwOEvefBYV+ujotlNYUkxrSwOeXkE8tfAF8ZLhSrbtO9Yxbuy0PotwIjN8bweorKzEzs6ut49d1f17GnJwVS9CEk4iIBG45ghICvo1t2WSwBIBicDFEjgzy/TFjteb5xUKBdbWUhbw8zHbuGIpQ6NnoGpsYHfsHg4fiqNOpcTM0JSOtmaCwsN57JGnxSEyc9LxdPPmyN5tbN6zn5CIMDJyszAzsCAo0IulP/1MYFAomoYaEhNzGDpoEMmZCUSGDyAsLILvfviZCdEjMDQ2xtnBER8fX1b+vYL773yY737+il9WbOSN559i5PDRmMnMxTmv5PnpzVm7lH3n3H0/77/5OmvW/c0tM6aTkJjAL38ux1RmTIWiAdoasbW2RCa3w9QIxkVPoKCwCEsjI5wc7TEws6C5qZVvvl1CcEgQ2m1qPAPCWbVmJxPGDhfd2y3NTbG2ckNZXYyJiTkW1p7cPH0SazZsYuGjj4rLW/zyyyiO1/DI/f9AV0cXN3cfPvn8LQKbOmg3s6ToeBsF5ZW8/fp/u8VRXFLMqj+X8sRTr3X7uxB2sWHNb6hKy9B0NDNw4AgGjxjHti1ryE49SkpeNnfOuYtffvs/TGVGLHj4UTx9zk7qdin34syxzxdLfznlkOaSCEgEJAISgb4RkBT0vnGTnpIISASuUQJlFaVk5WQTPSL6qlhBfl4OLq7uYty11DoJHEk+TEToQBY+/SQjoqL49deviYocxr4jRxg/ehJ5ebncP38+4aER/LLsS4orysjOyCWpIJvhoaOR25iANhxvacLQ2AIvL18y01LILCgiODSABk0jY0dEM2ZUNH9vXo2HowuW5nJWr1/D9Kkz+XvTKmysbLCzd2LTpq08cO8DeHl5idZbQWErLMwhJ6+ISRMm3tBblleQx5fffIaDtRUWVnLiD8Xh4ebDs8+8KHLZtH0TRxITaWlpwtnWnpk338y3P39GbWEJUSMmsOfQYZoaWwj0cmHmzFt58a1XifTxQmZmRr2yFHMnX5zsrCkuK8PHx59DyXtR1baTm53BXXfcz9TJU3jlPwt5/KHnSU0/ytAhI0/WLK8qKuS3xW9Tr6vNPQv/iZuXDytX/IT6GMy/7d6TFy0vvfIv3nj1nW7fP6GW+cqfPuNYRyv6HYbYODnQqKuDlbkteYf2UXHckOTEFP750N38uOwn3nx3CRpNDXIbp3Mmm7tcB0ahrKYgL4NBkSMv15TSPBIBiYBEQCLQTwQkBb2fQErDSAQkAhKB3hL45ecvUdfW88gTz95wWYLLivNwdPE8LzLBvfSVN15ELrclNT2DqKjByIxNMTDQpqG1lZaGBnSPtZJ0YA+tpubMveVOfv3zT2TGMjLys3nwjnmUFSvQ0tcmOycPDw9XVHUqhg0bTGJcDLNm34WyroE6dTW//bacaRNvIiwkhOV/Lmfa1Oks+epjXnnxTd78YAnPPvEYXh69K/vW2/NwrfU/mppCZkYGe+PjCPR2p1atQtvIgn8teKzLUrZt+xtljZLahhbUrRUoFLVMjZ7Nrr37cHG0pq1VTVFJNQseXEBGRirt2hrqa2vQ0rNi86Y1DBsyFB+fUN75/H30OswZNWwwTm4ODAwOZsP6t5k3903yC4sZEjmsy3skuKefSP5XXlWFvY2N+LvgASG4cS/96StKsg7y9POfYGPb1TW7traaJV++R0VlLeUlJQwdGo6ZmS3pOTmEhw7AWmZMXEI8s2++jcCA8JPzxO/eSEFuAjfNfQxTmcUV29IvPn6PospK3vnv+1dMBmliiYBEQCIgEegbAUlB7xs36SmJgETgGiSQlHqUsCCpFNHVsHUtLc0YGBieFKVWVYeleVeFZuveHSiL82hs08bKSZbZkAAAIABJREFUzobffl2KuYkpejIzZk2ajZOTNbt278bDxZGte3Zw04RJuLsFsH3PNtqbmpkwYSLLV/yOiYkpyjq1mGhuwvix/Pjrjwz29aFdTDznyIyps7jt3jmMGz2cubfcy79eeo2vPv2Irz57EweXAEwtzHBxcCQwMEyUd9v+7YwfPu5qwHhFZBCypv/591pkxnr4ennx+6p1TB4zhtffex9buQNLv/jopFyrVq/Gyc2VEP8AtmxfTWpqIQbmHZSUV5CXUcr9D9zNkQOHsLcyJXrcdLy9fFAqCzExsUZHR5+f/u9rDHT10bQ08svKjQwKHkBhRTk/fb4EuVxOZVUp9na9q/99NCWeb3/6gZKMgzTpmOPiaMn8mfcQNXlmF55C3ft9ezeTl53All2HuHXObFoam2hGGwd7R+bNvpO8rFQcXb1OWsw3//otBnqGeIUPxsXHj8LCAtzc3PtlnwTuOjo6/TKWNIhEQCIgEZAIXL0EJAX96t0bSTKJgETgEhOoV2swMTa6oh+9FRUl2Nk59diCvv3vFYydNrvH/S8xwn4ZvqaulpKyUkLPqOMcn7if2moVJaX57IuJ4bZb7iI7P4vjHS0cOniYBY/+g4y8FPS1DFHWq3BxsMXXJ5wDB3bj5erKu599wl3zbkOtaaBK2UT7sTZCAn0pyC+nSlmKgTYMGzGc3OJq9I430dJxjIHB4QQEhnHvo49x9+2zCPDyx9c34KSFdNf+PTg42uDnEdAva78WBxE8GxY+/zTvvvIfTE1NxSXkF+Tg7OTGQ489iZ2DNc8segJNQwMfLPmYMUPD0DcyZ/qUWSz7dgmVqlqyKiswNDQjakA4RXnZaOmasDd2D05O9kwbN4VPv/2McB8PXNw9MTc3Z+SQsazb8BsdunLGjI4mMCCwy3v7zZfvc+c9C8TLmBNNsJQLTbCan9727t2EvZ0LqakpzLr5NvEnIXThzDCTouI8liz5iLzCQm6ZO5dDsXsYM2Y66zZs5ssln4rzx+7ZwtCREy7L+1haXo6Tg8O1eGQkmSUCEgGJgESgFwQkBb0XsKSuEgGJwPVFQFFTTXZ6CkOHjbksH9jd0VPX1yEzO2U53rJlCyNGjDgZS3v6M2lJiTSoFESO6lu5qKtl9zZtXs3kSbN6JM669StQVJWTnV9OjbqOsaNGk5aazOTxk0lIOoizRxCp8Xt48pnXyEyK5603/8Xjjz3HiIkzRDfmP1f9RqumjoTELJraO/jHgkextrXhyX8+Qk2zNnfOmoarsz3f//oLVVUqln7xOV7u3nz7zfsEBEUwYvjYLnK+/Pq7bE6IJW716h7Jf712WrtlAxYm5hQXHKWl5Rj2ljYMiZ7AvAfuIcI/DCd7K/QsTfG2dSbm8AGqK6p44elnUFZXsGPrerR09alrN6S9rYnRI0awa/c6IgePZMPGDQSFDKW9oYqi0nIsjQzxDQxk87Zt/PDdryLOltYWDE/zvhBc2b/64h0a248zMmosI4Z3lmMrLC1CqSghImxYl22I2bsNC0s56qZG/HyCsbDo3hW9oLiQHds20tjSwfgxY1n22w9s3hHDwZ07L+mlnkZdj6nMrIvMGo2GTetXMefWuy/rkUrPTMPGylZKbHlZqUuTSQQkAjc6AUlBv9FPgLR+icANTKCtrY1HFszmow9/wtzc8oqTEFxYQ4M8GD80kk9+XHmWPK0tLTQ1NGAu774k1OVeQFpGJoH+fpd02n17t9HU1Ex8QiwdHUZEhvmjamrDWEeb7PxcgkIimDBusihDQ0MD+vr66OnpnZTp1WcWcveDj/Lrdx9yz/xFuAeHiL8JrP/92r9wsHZicNQo4uJi+PyHj/j4v0vw8fRn04bf2X8kn99+XNplfftjYykqLuX2eWeXerukIK7CwQ8dPszW7ZuJCA/B1MSS4cNHkJwYS1PzMf7eso5ZU2awcu0a6hvrqatvoANtMbt+S4uS4UOG4uvti6eXL3GJh9DUVmEqs2btlm0898QifH38efiJR4mMGEB5SRbRw8cyZvx03np3MZMmjmfQgIiTRJTVlfy96leGjhyHn39Il8u2v9Z/yy1TH+qWnqahkaLSQgJ9u/eG+PmXZeTl53H3HXex+LP3uX3WPLbs2MPbr716SXfj/xa/ym3/fPmciSPr6+sxNDQUz/qlbIIHwntvv8Co6MkMHX51JNW8lOuVxpYISAQkAlcLAUlBv1p2QpJDIiAR6BcCZRUVONrbn3Osq7UE0fqtG0mOjyVm92pumnIHDz/+jPiB3tSk4fDB3YyIntovfPpzkO7cgi80fmJKEl4enshMZRfqKv5er1Gzcs1KqivK8PP2ICU1j4GhvgQFhOLi6Xtez4fKqkK+/ugjpkyYQkbaYQKHjeZQxlFunXor7y5+hdi0bBbOf4APvv8adXUzukbw/UdLiD90kIfuf7hb+bbs2IGOVgfjxty4MegnwGzZtpXDR9Mx0NJGLjfg2HF99Ojg5lkz2bt3O82tHXyy9GtGDRyEllY7+jJr6jVNuNqbsHFzDO+9/jJJ6Uf4e/MONJpj3D1nFrV1GoYNCWfHru1oaR8nLiEdRwdHFr+1+Lzn5a333+VfTzx1UUqroJAKZ/r0C5533v8vTZo6fPwDmTFtFmamnaX2rmTrrsxfWUU5jvaS+/uV3BdpbomAREAi0F8EJAW9v0hK40gEJAJXBYE//1pFWGggvt7dW3aTU1MJDQq6KmRVKqp5e/ErLHhoEbn5BUwYN4Hc/EwMdAxw8/ASZfzqyyXMm3Mrchvbq0LmKyHErl1b0TrWxN8b1jJ+0i1Y2dgQGRF5QVGKirNxdfER+23fuZGmynJkTj4s+NeTWJsb89j8+eTmV5FdmUJk8Ahi4g7y+AOPsGHjOrztbGjS7kBP35A75t2DiakpQtmtkZNvYuva1cgtrrzHxQUBXKYOz/3nRSaPnsDhhHQsZSZs2ruHuTNnUFZWQnFhMWpNNTb2jhxKOERESDAPzn+UXXu2om9gREtTEx5uThjLrMjOyqX9WAsVxQXomOiSnZ2JiZYRz7/8JvanKZ9V1dW8+vIiXnjxTVxdz18JoDcIhP1tamrAysqmy2NCzP3mzWu56aZTYRmC940QQiGT9eyiqTdySH0lAhIBiYBE4MYmICnoN/b+S6uXCFz3BErKyzDQ1ROTWRkZGV016z2ScIAvl36Bv6snew7uZc3K7V1kq6yoYNPa37n34UVXjcxXSpCs7DRkMgu++OErEuIP8ffK9X3OGbDst2V8+dX7jBw5HjtHF/y9Axk2eBAymTmff/kFjq6uZGYlk56exotPPUtaViZB3r64e/tTVFyEg4M9ZqflDLhSTK6GeQWrrZGBIX9vWsddt96JtrY2r7z6BrfNm05g0AAef/55Hrzjdoz1IDE9DTM9HRzcfUlJTRFjw+fNvpfFSz5g6phxjBkzkU+++pBh4RFidv+yylIampqoLVEw+eY5uLt3zYTenRX5UjIRFPLTLes5edkYaGvj4t55kSY0Qbk3MjLpsxjxe7cTOfLq8cw4ELMD7Y4OBg8fJ5amOzPZXp8XKj0oEZAISAQkAuclICno0gGRCEgErnsCgqVL+Li+WkoUqVS1vPjvR9HuMGTW1Jm4+4ViZWmBhaWVuBfJGUnEHYgRLY2Xs1VVVWFre3Va6gUFQYgbz81Mwcsv5JzxuT3hJYyzfuMKZky7lYqqMooL8mhqVKOoqeHmm+8gNy8LHS0oLivFXGZKW72GQSPHsmfvZjGpmJ29U0+mueH61NbVUFFZikZdR0hwJNWKCqoqymlWqzAwNKJKWY21hRW1jSpMzKzpONaMXG6Hu5snR9MSaWlqwNXVC3t7JxIPx2JmZk51STFufgG4e/pe9TwbGzUYG5/KIn8hgZubmyirKMFIRxdNgwYhx0RQ2KALPXbZfq+pKsdMbiO+a6npiQQFhF+2ua+WiYQEhO3H2zE2Mr5aRJLkkAhIBG4AApKCfgNssrREicCNTkCpVGJl1an8Xq4mfNgZGBicc7q6uhry8rLpaGlkYNQYfvz4HRxDIhgXPe6quUi41Kz2bN/AiDGTRctrd60wM11UzvqjCQp+UWEebqdZPIVxi0oKadSoaVTXYaRvxHE9fSwsLMnLz8LU1JwBYQNpaW7GwNCQ7KxkzM2tsbVz7A+RrvkxqqsrsLE5le9h527hAiMARXUlwSEDyUqMx9zGjqzUBMKjRiNUPSuvrsRWbkVjczOtTY1itQIHR1cqyotoaW6lsrwUO0dnVNXl+IVGUq+oRG7vdN29E1VVpRzv0KFOWYWyshTfwHAs5NZdrPRnHpCSknz0OnSwc3G9rGdn/64thEdGYWJy/brzpx6Jw9ndC3P52f+dyElNwjso7LIylyaTCEgEbmwCkoJ+Y++/tHqJwHVPQLBMLfvzOx6d/2SP1hofv4fIyFE96ntmJ7VaTVZ2CgMjhnHLvVN566XFBPj2LN595apfaW5t587LXEapTwvtp4dSkuJRVFXg7hWImbnZWbG/l9KttrykABt7Z9E6WFhYgKmJMblF+dhYyqlTN+Lq5CC61WdlHCU4tDNj+KWUp5+QXtZhBDdvb08fGho0Yv3x9MwU0lKOEBoyiHq1SnRzF8JKYvdvI2zAMBKS42jT1BEQPBgjY+OToQLV1eXY2HRNcJaaGCcq7jJLq/MqrZd1wf08mXCe6lS1mJrIRPdxwcNH+F/Bw6M7b5/mpiaaNWosLnM+ika1GuPrONa+RlGJpZWtyH3ND98y+6FTnktpyYkEht54ngP9fNSl4SQCEoFeEpAU9F4Ck7pLBCQC1xYB4SNYqHcu1PI9VxNcTUvLKsgpSGTS2Jv7vEBBUUlNiCe1tAArCzN+/u0HVvy47oLjKZRVWJ9Dvk8+/xilspY3Xnn9guNcSx0UFWWkZ6VSq1IyJnoKsjPqPgv7VliYjbu7L+UF+aKLtPw82fl7u/aklMM42jpgbetAQV4WjY0NGBob4eXVabFPTU8lKKDzcqWyohgra4eLcqvvrXzXSv+auhrKyooIDuxUYvIK87G2sCA18RCDhkWLynVldSUG+voYGRqTnZ2Bs6ubaDmurqjE3csHM3NLGuvrOJqVQkT4UBob1HQIRdl0dCmvKiEk4FRJtWuFS2/kPBofQ0F2FiOmzGTj8mX4BAYzaNTY3gzR731rFdXo6emjqK3G3d2bspIidq5bgZd/MMERQzE161qnvd8FuMwDnp5joKQgB2d3b1GCM3MPXGaxpOkkAhKBG5SApKDfoBsvLVsicCMQWPzhfxgzciyRkcO7LHf5T59Tr6ji4ac7ld4dW79DWZaFd+Q0BgT2zXoujFNVVUhDYxVWck/i49fh7BWBn3sIdXWVmJjIz2kJrK9XifG2pzdBQf3iq08ICQ5l08b12Nk7MGvmHKytbairrsTJ/fzZq4XnhXa1JXYSapU3NGowN7MgLyedovx8Jk07+1KktbVVdH0XLNxCa2lppq2tRXQ7v9im1qgpKsonKDCU0vJiLMzkKMpLqW9SERLSmR0+KSURD3dPzGRm5GSl4OLmIyYvk9opAimpiYQEhaOoUYhnWwhUKCotQqujHUdHN/ZtXY+NkxsDI6PEfRQ8TNKSDuPu609ra5vYz9hAH20dHYxllsTF7UFuJuf48XZ8AkLFMQ8f3Etk1OjrGntBTiaNLU2Ymstxdb687usnwKrq6zA2Mjnrb1RK0iFC/hcXn5OVyqaVvzD7ngU4OF0ZOS/VQTiwbSPtx4+RnpvB/IeeEs9reWEBDm5dkxNeqvmlcSUCEgGJwOkEJAVdOg8SAYnADUegsqQIu9M+hAXraY2yCGeXi4t3XvLd6xzKyOCtp/5LrbIQtaYSfX09sZa5h8dgnJ27L/0mbMCWTasYO376SYX0SNxeDqelY6qrRVpBJgZaBliYGGNpYc6oUZNw8ewsH3aupqyt5Vj7Meysu5aMuho2e8v6P5g4dZ4oysGDexk8eMRZFwkKhQKNWoWDoxPFZYU42btgdAkSNWk09WL5NI1Gg672cVzdO5ORxRzcT9TgYaJc1dWVZOVlEhU54pzx8lcD18stg3CJotLUYSO3FS88GjX1Yjm1nft2MCh0IDF7t+Li6cfI4WM5khiP1nHQazuOpqEeD39/MYu+0Gpqqjgm5AjISKdNWxuNqo7ho8aRkXUUVyc3LOU2110M+pl7JVyobf7zV4IHR+F8jsu3guxMDAwNcHDpf6WxVqGgqrgAQwsz3DzOnZCvqakJQ0PDq+7i72LPvpC4Mz5+H+VZqdz+8DOSt8zFApWelwhIBC6KgKSgXxQ+6WGJgETgWiNwIZfFvbs2MDByFMYm587GfK4xNm1fjqKqluONOdzzwAc89+7zPHX/Imyt7DhyZA2uriHY2na6Tp7Zdm9dw8hx00UF8Kf/W4qXkwP5BcVoVNXIzG2oaYXCijyGhQ1i2JARODh0jdk9fTxBuRw2pNNr4GqKmxZCCcrLSjE2NhITrSmU1RgaGtHU2ICt7alkY4LcQpK9+toarGztxDX0VwZ+oab1iaR01YoqbKxtOXBwFx3H2nBx9cXJ2ZVjx451sSRmZ6fi7R143Skl/fHuCu+C4N0g7qW2jnjxFZsUQ17yEYYMHoOurjYe3oGkpiSib2SAzFRGdXkp1jb26BuZUFFSQFtHOxqFAmFvmtrb8PXwFy+lpkyaJboYNzeqMbO4vEkee8tm167NjB49keLiAlxdPXr0uLC2+Lj92NtY4+kb3KNnetJJU6/C9AyPnJ48JyRDbGpuxMJCfs7uwrsoXMwI7+P+resYfVpt+J7McbX2qSotxdbJ6Zzx/1er3JJcEgGJwPVJQFLQr899lVYlEbihCQgK1gnX6DNB1NTUIJef+wP0ww/fInpkNBFnuMWfPs5zTzzE2EnTmDR1JiWlBZRX5xIZ3lm/WPiA3X9gI1q08Me6dXzy1lLx34WP2u17/sDEwIJRI6edd382r1vJpGmz2bF9E6YGBhzOTEFR14jgYnrvvDv5+dfv+e+bH+Pg0DWb+JnKeHl+HiuXfoO+kREPv/TqFT8Tgnv7of07GD1xuijLjjW/M2TCNI61HQPaMTc/tS+qOiXmvVDKsrNSsHdwFeuZn6uJexN3kKEDB3U5H9999z7TZtyNjZW1qJwLCcpMzSzw8Q+morICc5kZxiZ9r299xcFfQgGU1eW0tneg1XGc1LQkQkMjsbSU8+uyz5g+617U1eVoGxji7OaJorICHX09tDo6MJGZk3r0MNZyO3LzMzne3IqpqakY41yQm4W5lQ1e3uf2OLmES+r10DFbNyAzM8fFzx+L3pzZ1CQy0pIYP23OWd4hfb1YOxi7ncrKcmbMuuvk36OkhBjCI7qG+Zy+yLSMZAL9Q3u0buHiLG7/NuSWtlg7upCTeIjhk87/96xHA0udJAISAYmAROAkAUlBlw6DREAicN0QKCkpYukbzxASEM4tT73Y63VVVlWIWafNzqPkCYMKlq/V61Yz9+a55OaloWktx97KD3VDIzWKAtLTdhHkNwS/oDHITM1EpV3TWE9GXjIejt5YW53b+i2M/+UXH7Pg0UVs27GJo0mHWb93D4HuXkQNHUZhaQHz73yYgzFbmTLt1i6W3n3r/iQwKhq5Vadb+28f/pcZDz7OwfWrUTe2gJMVMyff0msul+qBhnqV6MZcr6rFRm6PkYkhXr7BlJYWkpB4kJCggWeVReurLIrKcjRNDRzvgNaWRvzPUEhSEuLEuOe21hbSk49g5+iKq4cn6gY1hvqG6Ovr93Xq6/K5+vpajI1l4kVHbVUFxuaWtLe3iXXA/96+EgczG5xcPDExMRPj+E+8N0fi9qGrr8/AyOE0NzcTu2crweGRpKbEY2vrTEVZsXgZYmFphX9Q77JnNwjZxk1Nr4ing3ABV6eoxtbR6YL7LSTWMzEyYceqX9E2MSRiyBiEknXCGfP2CRSfTzgUw4BBwy441pkdigvzyc5IZuykmSd/EtzShb9rp7ea2mqaG5tw7EUseWVpMQd2bSR4YBQyuY3o9VJVVoa5lbzX+RkuVIay1wuXHpAISAQkAtcRAUlBv442U1qKROBGIvCvt15n0T134uzS6TIuKMEPPDiX8LBBPPLQIgzO+CC91GxWbfgaO1tfbEz1sbBywcam01VaUGB+WvExqiZ9Ftz6YI8UPeGD+rufvyb+yD48HD2ZMXkGKSmHiZ48jdLiIsJDB2NiYsKyn5dw9z0Lu3yI//yff/HwW0vOUlJ2rfmDgMgR2DleHTW8hf3aufYvLCzlHNfVRlunQ6yfPXjERJL37MTJL4Cso4k4eHkQHj70vNsnJLgSLlXOlRCvKDdDjIu+5Za7xGzxdXW1Yq3z01tBfhZu7j5njVFbq6SwtIjw4AGX+ghds+MraxRYya3FsISDsXvITj9ESMRw7GydaD3Wgs//lM609CQUigqsLGxwdHDB0toGdX0dRUV5HGttpaq8lOPtx5g049Y+sdi48hcm33KHuIcleTk4eXihUtWdtdd9GryfHxJinoVYezNLS7GcX3+1rRt/Z/S4my/4d6a8rIQta3/n3gVP93jqzPQU6ipKGTJmco+fOVfH/OxMLOVWWFhZX/RY0gASAYmAROB6IyAp6NfbjkrrkQhchwT++GM5n739Gs+99DpT597Ktl1/8/e6v3jo7nvYvn8rCxe8edHJuxa//xrP/POVPo8juG/HJm9hfNTNYixtaWkeHy59lUdvf5TqRj3qFHl4OLni7R3Jp998w/jokYQHh51zt5549nG83d0xNrQgMzePUAcZFWo1h9JysLay5tMPPiMnI5niygrGjZnMz798zr13/YPUAzHEJcdy38M9//Du65GpFsrDyTut9X3JFp+bdpSi7GwMLIzEcmcNzc1kpyXg5xNM2OARlJUUYG5hiZa2nmgBFLJd19QqGTj4bHfddSt/ZdrsO0RZktOTCA04xTY1PRldXR1MZJZoH2vE0srpLItiRlY6/r7dJwmUrH1dT0hFRRn6+rq0d3CyfKEQvyw0IQxj5dpfuPu2R3D38iU3JwNvn1NcD8bsxMHRBXWDiqCggeIzFRUl5JWk4iD3xNLSEgvLrkpbQUEe7heoWnC6hMLlT2pqAsHB13d5tr6+tyee660bfWFuNo1KBQGDo3o9teB1JFxWnvg7IcxdlJuDm/f5k132eiLpAYmAREAicB0QkBT062ATpSVIBK53AsLH3JOPP0xDWzX/fnEx33z3Cffcs5CDa/9gxeplzJm3gHsX9V0hLSouYPXa5Tzx+PMXjVJZU4uirozF776MzNGDR+ZMwcklQoxB37XjL7x83LG1DcLpDNdSwS31uLYuMjNLfvy/rzHWN8HF3ZWDsTH4evuzc+sGbpo8hcOpSZjIrHF1ciJiwAD2xsZgITMkP+0Id89/gpRDh6nftBLX++5j7LjZF72eCw2wZed23Jzd8PPpPvnd+Z5Pio9BW18PA119DhzaI9bDDg0djLmZOVbWdhQW5tGsaUDVWEfkoBE0NTUgWMuVyjr8/fy7xJEL7rd2Tp1Zwc9U1hRV5djYOYpeFjm5OXh7eff4QiEzO4PmJg1hoYMuhOKG+X3tulUMDAnHyc1DvIwSku4J3iL7d22hUlGOjZUNdnZO2Dg6U6uspKW1DVdXbxKS4xkQGklK8iHa6WDY0NFiiIamQYWyVklbczOOju4c7ziO6RlJGvdu28CQUePPaRkWzoVQuu9qbUJd+MCwgeK5i9u5FStHR7z8gq6IuEdid4uJ+yxtel7hQXh3irMyMJZbYG1z/hCd7hZVXV6Ctb1Tj9+7KwJGmlQiIBGQCFwlBCQF/SrZCEkMiYBEoHsCgpKWmn6EmybNJjV1P56e4fy49B1mz7mLVeu3oqdVgJaxJ/ff/vgVRygokM+9+zL25mZot7cwZngUQ6JmUFVVRGVVISHBI8WSa3n5hwgKjO4i7zdLv8DKxITvVmzk6/ffwtXdS/z9/5b/xP49G9G0yzCghXlz7+DHFcuZM2489q7exMTuZsKY8Xi4eqLW1OHk4kHsri1UtdQwc9Jtl4VJcVkFtlaWGBgY9Gi+0rxcnDy9aGxoIH7vNkZPnsmOzatAR5eGtmYGh0Ri7eBCevoROtAmJLjT0iq07II8VNXlZGYkcefdj3U7n0aj5qtP3sTW2x9dHQPumNNpWT+zlZQU4uzsJiqXTc1NYobxM1tCSgKuTq5Yya/uLOI9At9PnfILctHuaMfZ1Yt1G1cyfPAIGpuaObR3I3oyc4yMzXGwtgddPdo7jiG3tEZLR4f25mac3b04FLcHUzNLdPX08PUJpFZZRVlJMUbGBpjLbWlpa8fR3uFkBYLikiKcnVwuqNxVK6tpb20lOe4AE2de+supnuJMPnyArOQEinPTufPRZ7F1cmb7uhUMHz9NLFnWX024BOzvXAmCYl6jVLDpj58xlJtjbiFn/DnyWEieJv21k9I4EgGJwI1OQFLQb/QTIK1fInAVExCsczE7N1JQU86dcx4QP9Azs9M4riUEnTdjpGvK4e3bmDn/4ctWt/Zodgr7Dq5m3tQFyC1PWaCEj1NldT4pR3eQlV/OtCl3YWkhp6gwAx+fAaSm7yTQfyzGxiYoa8uoV9fi4dppQTuSGINSWY+1pQWGZtZ4ubqe/NAWProfeuhupk6ZhpCYq7KqmrIaFffedhubYjbxyqI3KC8vP2/ZtUu5xZq6WtYu/QoTn2BmzujMzn6hVpCbidbxVmRW9rS3Hyf96BF09A043tSIjsyEZrWGoOAIOo4fp0pZjoe7n5idvaAkHzcnd/EcVFaVY2frQEpGKiH+XS2RebmZbN7wF/lVNbz+4uvd1k9vb2+noaEeM7Ousehnyp6dm4OPV++9Ay7E4Fr9XXBVFtzW7ewdKC8vQ0dPDz+fADGeurykkOKKYjHmvKVRCCWwpq6mGl0DI0xMzRCyibt6BKCur0c/vz5EAAAgAElEQVRfX0dM1Ce4Pdcoq9E30Edf30jc2/z8LCxMLairr8Xd05eivCy8/S9chqyspJD6eiV+AQPOq8znFeTRWKMkOCLysm7Duv/7nsm33XNJ/lYpK4rJSjmI3NYFd78wDPpJ8U9JjGfrlhUMCh9Ch46BeHFYWVTE0DETRa8gTaMG+f/KssVt2cDgiVMuK1NpMomAREAicD0SkBT063FXpTVJBK4TAu//81EyEuKYtuAx4rPTGBA6gNnT7xQ/vg8mxKHIyWDMTbeQnZtLWNi547lPxyHUbDYw6JnVauUPPzBl7lyMTE/VRK9TKUlJ3o+Dqw/ebp2xtYKVqbamkuz0LdjYh6BQlBITl8LNM6dSU6Pm8KFd3HzzneTkHGHI0FvYE7OGgWHjxURvwiXE3rjdjB465ry79uQzC4geMpL03Eyef+513nnnbR566GGsrW3ED+Wso9sJDJ/U5xj6vhyZuqpKDq1fxei7HiD2wEHMzc0JCw3pdihhnYf37SRy1DjyczNpaNAQHDqQNcuXYmppRUjQAGyd3SguzCErP4dAv2B279jM3NvmizHK5mZyCkvyMTI2Rl/PgIKsVEZEd5+sqryijNoaBcXFeYSHD8bOrjMxXmVxEbbOF7bEnr6AyuoSbKwcLyvXvuzF5XqmtLgAE1NTyqoq8PMOEOthFxcV0KRSipnvO3R0xGR/FYoKwoIHivvQDri7eqCuV5GdnYKTixeK6jKxLJ61le1J0auVChoa1GJf4Z2qq1NieVo8emV1JXY2dmctNX73dmycHEk/mkLM3vW88f6P51XQlZWVxG/dwOAJNyG3s79c6M47T2trCzo6uiLPvjQxfCP9MPb2nihKi/EIOfvvobK0BH1TGTLz7ksRCpcvGSmHCYk4lZRx37YNBEUMxlLemRfg9FjyisI8LOwc+9ULoC9rl56RCEgEJALXGwFJQb/edlRaj0TgOiEgWKTffOMhPFwCqU/JJEFHh/T0Qyx6fBF3zrpPXOU7S97g6QUvMGB4NEfj9l9w5X/8+BVldRqefPKZC/YVOuRkZfP7n9/zz3++3MUKe+TgKmyNkqnrGEtw2EhRmYjbvwwX96FkZaYSPe5mCvKOYGfvz/LlnxM5aho0leHoEo6luZyf/u9j7rp9IanpuwkL6ayffqG2/PcfCA8Mxz/k7GzihfmZ/Pz9fxg3ah7VVdXMuOP+C7oDX2i+C/1eU1ZCwraNRN95f4+UiqS4GOxcPbG3txddyrduWc1NU+awZd1K6qsriYqehLq1CQNtHapVtaJbuZAsLCszBWd3T0yNZJRVlODu6nkh0cTf07LSKCnNx8rSnoHhnS7y8bF7iYwa2aPnT3QSLnR0dfV6tMZeDXyNdj50YDcDh4wSz1d9vQozM3PSUg6LClyNuh4rmRlmljY0NahpOdaCjXVnvLJaXUddfQ3tLe04ubiJniRNTY20tjRTq1LRoK6hsraOQeGDKMrLQd/QAF+/rlZzIfO5ufnZHg+CN4TwmxALr6mvw7mbM1JdWSYmIhTkLs3PQdfEVKy7bmJ86vLtSm2J8D7kHU1G3VrPwMFdQ196I9P2v/+ioDSX+Q/9s9vzKvzuGxSKi2dXj5Da2hqxdr1Q9q6qpAhXb19x2sKiPCrLion83373Rhapr0RAIiARkAj0nYCkoPednfSkREAicAkIiOW39uwlLmE/ZlplGMn86ehoITx0CP9+91kenP84U8bf0ierTVpKEgplBaOiJ/VY8hOl0k5/oEZRSJO6HJncBzNzK+Ji12Lv4EKNsoKwiMkkJu/B1tqe5NT9/Lh1JxMiBuHv6cvBlI3cd8vLyOU2VCvKUCjzCPAb0WNZztUxKzsDIz1tstasxn/CFJwCL+wO3NdJBQtabWkxabF7GX3bPb2+CFDVKjmwfyfuvgFi/PG2Vb+Bng5W1vZ4+IeiUdfS3NKEnp4+BoZGmBqbYiozp7ZOiZ6uATKZDFVdDe3HjyP/n1Wvu7UUlRYQH7MLT98g8grzmN3H0l0ajUq0bBoZmfQV2XX1XGVlGc3qekyERH42nZct++L2MWb4GIqL82mor0Ol0RAaPAAjE1Nxr1pbmzmaEI+NowvlFSXiu+Hs6kFuZqoYthAxIAoDY2OcHbt6NxxNiiM4bLDILzcrFS/fcydVS884KuYQEHIKXGtNYFiQlYaHXxBFxYV49CJj/elr3b13K/rHtIgaM168PKmsLsfHy/9klzMzqZ/4ISFuLxkpCbQfa2PouJtwcfEi7uBOhgwd2+8x7dfa3kjySgQkAhKBK0FAUtCvBHVpTonAdUBAsCymJccxIHJUv61m9951KFW1tLe1YmZqx/49O2g43kS4jz0ZBYU4+Qaxa8t23nrpA4oLMhk7YRZ/rlnGwPDBuDp5dYntTE0/Cu3HCAoOPynfibJCy5Z9zd13P3JeuTUNdSSl7mFY5PTzKqH19TVUlCaLrrnhA6eRmZ+EVoc2pcWpaFs50aQoYXL07RyI34hGU8PY0beL1q3M7Fjs7bwx0JfR2KBGbtXzjMpnCn44MZGczCNEDxqJndelKVtUVysoyPrs/M/z6PqHMOm+R3qtnAtyr/z9RyzMzRgUNVaozYahgSH7Nv/N2OmzqVfXixnchX0SmmDtFGJcGzVqbG1PZY4uKS9GX0cPa2vb87qev7/4dSZPnMpxPV1Cg06dg94c2NhDBwgNCBHDEW70pqpX0d5+jPzsNJzcvMnIScfL3QtttEVrdGNzE7ra2qJbukqlxMrKDqWykvLSYtDTo0GtRhgjetQECguyObRvFzb21owYO/O8F26Cm7yytBTvbty2T+yJoHwKGeF72qpKCrG0c+zVMz0d+0r2axAuT2Rm1NTVYmRgeFY5wROyZSXF4RkUIf7NFNjt3fY3I8ZN60yY2KTB6rTQgyu5HmluiYBEQCJwIxKQFPQbcdelNUsE+oGA8FEXu2czo8ZN64fROod495NnGOgdRWlmGkUKFVHR0RRnxFNUX4uqRYvpkyaRkBhDRmY6+vp6RAQPw8vXjz2bdxKfkcTaPzaelCUrKxNfXz/x/wsK35a1K/ANDMTDp2eljWrqKulo78DK6twxqrX1tViaWZKVvhcn14iTStzRtN1oa+mhZ2CMj2enYijEib/32tNoGRjx/MvviIplZs5h5GYOKKpLCQjqfcKqrTv+Ji3hAP5hodjbuxMWPKRXeyFcKuQVZBHyv3rU3T0ssNu1bb1Ye7wkKwtjcwvcfHxPKufKqnKsTlOeLyRA8pF4mtRqhoweS17aUdQqFWFRXeuaCy7L5WUFNDW34uLqgV43LuaNjRrRqn2++usnLmQE9sVlxaIyeWbriWJXUJTXY9f6C63/Wv69sDBHfJfc3X2oqashLzeLQQM745UbGxspLc7DycmNlMQ4XNy8cHRx52jyYbF8nnDl0tBQR4e2LrZWdmzZvJJ2LV1umzv/sltpM47Ek5OXgbK8jHsXPndyS6rKilEplPiE9u0yp7/2trf1yS80r7qhgdhdmzE1MRQrPzTU16LToY2tszO62no0t7VSlJ1KVXUl7fp6DIkcif3/8jZcaGzpd4mAREAiIBHofwKSgt7/TKURJQISgR4QED5C01ITCQrujKmOjd/Opu178LO3IyE1jtKsfPzcPShKTcHRN4AmE2PeW/w1n3z4ilgSqyYjAxt7W+589EX09HSwcXZn5aa/cLN15JMlbzNr6hymTJ0rjj1n7jSe/eezRI/rPqlYD8Tttsvm2K3o6HYwPnIiv335Mbc/+qSY9C03L5mODh18fToTpsUf2s66FcupzKsko6oUGzMrfvtrA7/+8SX33LFQ7NPU1ER1dSXfLFvGw/fMx9Xl7Jrepwvx/gev8vOfy/FxduG99z/B071nFw/nWqtCUc23bz3DCx/9dLKLYE3bs20NsYdjeGLRv5GZdo3/PXI4FkdHFzraWnG4QGy4EG+cnp6KhbExdi5umJiYnoxhPlOm0tIiGhob8HD37mLhFGKVLczMem25F7K1t7W2ijHtZ7Ztu3cyfnRngr76+jrMzqilraipQVdbCwuL82d77+sZupaeOxHuIVhnCwtyMZdbYm5ihqKqAhsbW9ra2rGQW4kKt7DfRkbG5ORnYW/jSEVlGUV5mZjLrWhrUqNtKBOztxsbmzJ61PiLwiBcshw71tZttv7uBhYubAS37vDIET0uDXhRAvbi4dzsNOQ29sTu3IqHnz8BgT1LftnTKYS/u02NDSQnxiEzN0MHHQpyc1Cra7CxdeB4fTPKjibmzr23p0P2ez/hssDZK0BKzNjvZKUBJQISgWuFgKSgXys7JckpEbjOCAgf8B99+AhPPvU1xsbGFJbms2HLnyhS82jX0sfCVo63hxd/bt5AS04SjgOG8dLTr3HfvLFYu3mj1oHAwACeXfi6mFV6y57NmJlY4GhnT15uOs5OruQVlVBWWcFN0eOwtLLpV0ud8KH7wgdP8dhtD9HcboKvm7vo5n4kfg32zgEkJh1h7uyHRIvjS68/Atp6qNOKyaoqJXpeNFOGCS7dNYwc3umB0NDQwMeffgo67bz4r5cuqITm5Gfz0otPoadtwrL/W37B/r05PsLe/PnHWxjqOLNmwzri4lN49f13uWvm7SeHKS7MQ25lS0LyYWxtrPH08Dtn+agVq3/F2FCfjtY2dFogauIUdHR1ON5xHDNTsx6LJiQObGltxkx27izUdWoFNvJT7vA9sZCfECAjMxV/v4u76OjxYq6xjqo6JcYmZlRXVYiJ3dramjmOForKcuwcndHu0CY3I4WIoaPR0dGiobkNU1MTzGQyDh4+wNBBUeKKY3ZuwNDIGBsnd8G1RfSQOF8T3p/0tAQCgyK6hD6c/kxhehoyO9vz5iS4VnCvWv4toSFD0ZfLsDK3Ff82Xop2es300uxMGo634+LiRllhLm4+gf1aCq6srIim5ha8PHsWftOoqUdHV8hB0bNqG5eCjzSmREAiIBG4kgQkBf1K0pfmlgjc4AROd+WsqCzny2fuJTenkrd//pOk3CxKFRnsO7CfEYEjuOueR0hNOcLqn78gtbaCBo0e1o7avP/GV7jYn/rIF8YsKs7DzfVsd+b+wr3kk//QoqXN/DseJCZ+J0pNO2421sjNtPDyjuRoylaCQyfTdqyRDz59j5k3TUAud8Le3oPl337K/Yue78w4ranHtBcK6unyCzkA3vvgZZ5/9r8X9TGdd/QwnsGdWc5PtDXffsj6pAMcOVrIsZYm5j/8GE/et+Dk77W1Shrr6lC1aKivrcPTxY384kKGRI0+J2JBIchOS8TTJ5Dc7KMYy8xxcHQ/Z4xsX/ZKUVtJXkUCgwNOeUrExGzHSCYj2H8A2Xm5BPqdSpp1+hzCuUk+EkvYwGF9mfq6fqYzLrmBxgaNaGXduWUNYyfNEi+FBMt4dXUVhoYGWJpbYmRoQlVVBSqNEn1DGbZWNmhraXMk4QDDh0eTm5mOtq4ujW2t2JuZ43xaErPuIB6O3Y1MbiUmYdy+YxNurm5EnFYG7MQzmgaN+E4ZG51boc07moKLn/9VG3cunMGNq5ZhYWHHsLE9T2R5sYcvMz0RJxdPhFJv2lpa3XqaXOwc0vMSAYmAREAi0HMCkoLec1ZST4mAROACBAQ3bSMjoz5xEj5OP126mJiNf1KLDvp25kzyHkhyfg7u7n5kZGVibKyPlZUNpm3a+Pr60yYr5/YZr56cb++BfYwYMpwlX3zMyBGjGBDWVfHsk2BnPLT05+9pqq/hljl34mBnz7rNv+Noa8najdt47cXFxO5biX/QKD778l0mTR6Di5MfjvY+YgK0515eyFuvf4zc3JI6lYL0rH1ERc7qk1gHdm/Cyy8IG/vzu8JfaPAlbzzLwlcWn+xWXlnB7HumiLHy40ePg/Z2bho1gqFDbxL7CC78Qiyyq6uXmOxOiAVPOHKQAN9gsV65t3/IOT0VhGe3r10uluQKixojKkqChVvwPLCwkIvjn7DsVVeVYWPbWb/8crVDcbsZGNlZQkxqXQlUVpSKSrWetja5aUcYPHwiRsYmolU7Pz+TlJxsBodFYGVpQ01lOUbm5nS0t1OYn01NrYKQ0EHoGxiAli6xuzcwatx0khIPMFRIFnie1qTRoGdoSGNTI2YyMzLTEvEL7FuMeFZqMhmHDzBq6mwsrKyuui0W3oWkmF0YGBsSEtm7coD9vRjhXd2y4lc8A0PwDe5fN/ueyFpTq0RuefXtUU9kl/pIBCQCEoGLJSAp6BdLUHpeIiAROElg78EYRg7puwUy8WgimYf3E3d4D6a2NjQXVrA3NYennvkXf274i/KqaubddBMjR0Zz6PAhZk6Zg43NKXfmE4IISkNWXg5+58loLpYLq63C1tapxzso1An+8YfPMDimw30LnxIVy88+fplnX/yIisoc8guyiRpyEw88NJtFT7zE5q2bMJTp8I8Hn+Wppx/laOlR9LQt+P3b3ygoOIypqRVeHqE9nv9Ex7iDu2hs7iD6f7HTvR7gHA8UlhQy6eZxeDoa0tjSipaBDQ/dHsG4MYuws+usnZyRnUZjXS22Di44O7uK/1aQn4tORwetWscx0NXB2eX83guCEl5SmCNa0wVFQNgvQdkX2uleBUkH9xM2pGsCOaFPd6Xv+ouBNM7ZBEryc0BHB1t7J3F/du3fyS3TO/M77NixnsGDR4vx5NWKSpobGhkcNVK8aBEUdxOZOftidzE4YgTKmgox5lu4zMnIySQ0KKxH3h/C+aipUYiXc0I73T37hLQbN/xFWNAA7JxdUTdosDDrPgxCKLlnYy5HZmFxw261sqqCsvIS0eMgKCSiWw4lRfli6JDgLeN5AS+HGxaktHCJgERAInCJCEgK+iUCKw0rEbjUBPo7029/yqtSqdi3bwuNjc3MnXt3r4cuLy9g/oI7aFfVEhoaiaWlHtXqDu5/6AnKirMYPXwqFRUFODp69Dgx1OlCFJbkkJYZS0r8AYK8oygpKeLhRS8gxDgbGhqK1npNs4JBoaeUQ02DmhW/f4eBvjm333W/ONyLLzyGj4cnN897kPyCeBzsvUlIOEh09EyeeuYfzJw5E5mRLukZCYwZfwfKukoGhw/ho68+5L7b5hMTv5Y25MyaOLPXjE48IJwDtVp1VnKz8w343ktP8MjTr2Em77RaC03wfph210RMdRsZPciB5LQ2Pvn4d1pa6rC1dT/Zr0pRIdaxPr2VlxWhdRxq6mupU6sZGB55SZJvlZUV0tzaSqNKRXDYoF4xq6iqxt6276XsejXZddBZOFfNTU3o6etTlJOGpY2DmMfhzBZ7aD9Rg4ajrK1FbmGBSlWDolaFjlY7HR1apCcfxtDCnMgBUWRlHmVQZOc7tXnLasLDhlJZVUpoyIU9XQ4c2o+svRUXv1Ba2o5hY2PXRZQTfw9T0pLw8w7o13wTV3o71Rq1WOO9v1rn5WQN9SoF3t1UtVCWldLY0ICzt494Gdab8nX9JaM0jkRAIiARuJEJSAr6jbz70tqvWQJCFvPHn3uCz9/5tM8u5Zdy8Zu2rmP9718y9dZ/MHlCp2t0b9uqdb+xadPf3H/rPI4cOUBsTgHhAaEUlOUxeeIdGLaXsuSbT/n9p/09+hgvLClhzQ+fMnzUBEKihERWOqQkxJOXlsSH33/Ch29+jlJdzeTJc1mzbjW//vE9s26+jZaWY9w2ax57921ky7r13HX3vbz2wces/u0vflv+ExGhA1i/YR2PPLqQ1NQdHEgqYdfuLXz09hIqyw7i6BhAhaIWC3NjXJyDqKtXUFRWikaTj5ujF9ZW3piZncoQLsTzauprRfduU9nZH+UqtRqZiclFZTjOTD6Md1D4Sat1S0sTL/znCTZv38MDc/0ZNOBmXvtsORt/XSNum2D1VCqrutRGFqyYwr6Ehw+mublBtKAK67A+Q3E6snsrYSPGnpyrt+fgYvsLcgoKRmFWGu5nJIATEp+ZW0hutN0xbmpspLokD30TGXIbB2Jj94gx5ELdbKGlpSdjJZdjZ+csekDk5GVSV1bMMWDI8HEnz2d2bhZGerpUVFehqw3hAzrLsimqK1HX1eDhE0BVVRm2PQhnEBTLZV8uZszUObh7nir115MzUpCbibWdQ59zPvRkjkvVR7g4FN7By9X++vEzQiKj8QkKvlxTSvNIBCQCEgGJwGkEJAVdOg4SgWuQQFllGcaGRliYd1/6KT52J5FRnaWjLmerq6tj3bYt3DVnXr9MK3yQ//HZv7Hzs6a0wY7QgAHU1anw9/agoVFFU1M9IUGdH/zna/lFRXzy+Yc4qtRYezpz/7OvE79xHUGjxlBVVsIdDy5g/64dvPv+a9hYW7B18x7Kysp4+fW32Ll/P03NDeg2NlJQW8txnRpmjJvJvbd3Jk0TlBOhCXHL/178b2rr1ch0DBgQOojJ46NZu2EVWtrtDIucgKm5JSlpm4gInkRazn7CAsZgatrVFfdQXAxlZXlYWFkzamT/loXrjlFzcyPx+77gxz/3UFxVwQO3TWfKlMcwMjLv4n58omyWMIZSWU1RfhY6+nqoVGqx9JmF3JrmpgZ8fE991Av7V5yZimdw32KGL7Sv5/pdcJsvKMinvKoMPx9frK26WluF5zRqNfFxuxkzrjOLvtTOJrB12wYC/QIRvCYMjIwJ9A8Vz7u6vg5lnYq9MZu4acIt2Fjbiv8uvAP7d2xi+NjOc5uTl423pw8ZmUcxNTHDwcFJvKhR1igw0DfE1NRU7FdbV4tlD8rYaTRqSgqy8Q+OYF/sXkZEjRQtvCfi08+3h0K/6upyHBwuLmfD9XhOVLVKzE+L9z5xqSXlYrged1tak0RAInAtEJAU9GthlyQZJQLXCIEVK37mSHIyAyNGMTxqMPZ2XV2he7sMUcHLycQzoFPpE7JIx25bz7iZt/ZoKMHy9Pwjs1E2auEuM6BJR8aTz7+Ek6c32//4hbFz7ziZEOyv1Z/+P3vnAV1VlbbhJz03vdz03nsnhEDoVUEUUQF7RUfFjnWsM/axYR1FHUUUEUFAOoSaQHrvvd+0m97bv86JJISACQj8qGevxVqau8u3373PWedr78faV95n4c1XE5OSQ2lxDRHTI2hoqSUmLhF7G096+5qZOHUKD93xBAYGg+XB9u/YTGZOInZW7iy6bgX5hRlYmpvz0zdfMnvxNRSXFtGqUHJg7w60DS14+bU3SUyPxNdjCoYGwyHmwlxJiSd45+23mBwczP2r/zmuPZ5Lp4TkSOjXICR4kIBKqazn/XcfYd60K2g3M8BY3ZTinEQWzL8Jff2RObrF2ak4eg7my4s126vLsXd0I3L/r7iLOcVpeLv7U1NdRWDI2EaTc5H7XPsKXAGRB7YxbfoCSnKz8AkOGzVFfloyLr4BYxLCtbQ0o68//lJw5yrr5dpfULhLSgvQ0NAkOzudsIkRqKioUVCYi79fEKlpCTjZO9Ha3o6GhjrNLS04O7mJaSI5KfHYuLpibGRGY1MDMQmx2FtZYG/vPOpendx/fFIME4JGn9Plis9fSS5FRTmt7c24unkPGVou5P7SsjLo7ekQjZYXslWUFmJj73whp5TmkhCQEJAQuCwQkBT0y+IYJCEkBP78CPT19XHLjVdg4+DCrgNHiT4YPaTEXuzdHYvaT8SUOSOWOXT4AElxm7lu+Wr0dAx47rmbmL/kRq6eN5gTnxy7D01tNbz9Z4ks03c+tBhre11C3BcSm5pDgLMnuSUFGBnqsmnbLzQ0drNh7cegrUJYwEwxrF7wNP3zxduRaeqjq27Ck8+/Lnr09u75L+GTl5Ofn4Kjgy/Lbp6Lqa0Fdhq2zFhwBYuXDBJsndre+2gNqv3dOLs4c9XCay8KZOu+eo8j0fvpawfnsHDMtdX4fusv6OjrsPPHg2dds7isEpW+dhwcB4nihFZTW4WysYGe5lYam+sxNDFDW1MTVQZw9br0rM+CQllTUzEUcp2VlYq2ijo6BgZY2pyf11Q434rKUpxO2fdFOZjLbFIhWiI6NhozPX1snZypqqrEVG5Ob08nipoqggLCOHhkF052rnQxgJeLJw0NdRTkZKCorcbeyQ0jI1MqS3IJmhCBuroGhSXF1FWXM3nyjFG7TctMxdLcSkzX0dMd9KpfiKaoKhPLs/0dW3lhATZOzmMaoARs9m79CTtHezz8Qjl8eA8zZ55fWtLZcBYiWqqqq7GxGk3o+Xc8G2nPEgISAhICYyEgKehjIST9LiEgITBuBCrLS1BUK/jh24+4++5H8TgLQ/C4JzyPjrU1NRyPP46Hsyvt9dV4Bofz7brXMNXTp6IrD1/X6/F0sKcs8zv6TeYxeeI0cZXy6nwSizeSHa+BpaUBeYnZtNFDS30vqAxw8PBe/vPqs3QPdFJR3s7kSRGEBIeRnHWUtPQk3B3cCQyYhq6uAZUV+XR3d1JRmYGNTQC1FTU89c9VvP7B+4T5nzn1QFAGY48dIGLWhf04Pglh1Naf+O+nr5HV0MFnn36FhqaML9d9jdzUlCnh05g1dVAuwTuenpXGoWN7mDtjAYH+oaNOobykGB1dGVXlJfSiIipVLY0NaMlkePkGncepnd+Q/OJSXB0HmeTP1FJiowiYOIW8gmzczoOJuqmpQcxZPskwf35S/vlGlRbnYufgRlLycTS1dLGzsqWmVkFLSyPBIYMkb4JnXCix16isE+tmW1nZ0tbajKaWjOaWJkorStHR1sPJwZGOrk6RVb1SUY26hgrmpuaiccfEyJjyygr6uruws3ck6tBOps6SUg7+yI0pKcilrq4aEz0D2oW0nPx0ZCYWOLm54+A4mLcvha7/EYSlsRICEgISAhcfAUlBv/gYSytICPytEKisqqKqshgDYzPcnIc9rpcKhLWfPkRsQiqfrz1EWlY6Gzd+w6zp4aioaqOtrYaVXJP0zCTqatq5fvljtDUoMbOxFcUTQuoFEqybly9CpqvPjXev5OCujR7Wlv8AACAASURBVHj7hHDlwuX8/M27mLs4E5tSTFV5Fg+uCCev2oTpEXPQ0lYnL/uoqLSoqqnQr6qNhq4uWv29WFq50Nenj42NzYiPY2G9TZv+R2JSBstvWkZIQPgImD793yfoygy4ddnNfwi+yO+/4au1/6GguYs9e45T09TIP//9LAE+njz92EtDMpVVlJKWGs/3P29h6VVLaGis587b7hlau7m5UVRYK8oK0FDVpKu3m6qyUtHL2tDcSmFhNlf/Vn5rLIFPzWk/tW9ZRSW21lbjViLGItASIhrS0hMJCpw4qFjW1WEkl5OWkYSfz7AxoaFRifFvtdjHkv2v/rtQSk3wehoYGIkhz0KJs77+AcpL8nB09iDy8D5mTJsrMrbLTeSiMaq+WoGKhiZqvf3omprQ2taOq4sbSsHIIdOlo6MFFRVVDA1HpnUI56esrULPyAR9vd9PJRBkKS7MxcnF44IfgRiBUV6KhZ3DBZ/7Uk5YVpJPSWG+GO3g4hVISmI0vgFh5GemQV8v+iZyvPwCRhBTnpQvJzudkrJ85s295lKKLK0lISAhICEgIXAaApKCLl0JCQEJgb8UAlmZKXT1dOLq5ouGmjrJe3cRmbuDMO957Is/jql2A5OCPAmZ8iC7ft3OzrWfsfqDT/j2qy959a13eOTZB5g8YSoH9+5EXVsDPW0dbJxdeHDlI2zY+DV+Pl401pdgbdxLeaWCOx95jedXRmDifh2TwhfQ3dNNSmYC5iaGONh7sDvyF+ZMuQpLy5H11itysykvjCUhOxpD8wncdOPdo84hJT0Nfx/fcSurZzrIxAP7eP/T1+gor+b9H7bT01VBUXktKdnFPPLg40ND8grSUZSWUNvQRmNzC+VVJQygwt233omNjQNKZS1lJcV09XShpqYBGmoY6uijbKjF3c0LRXUZpWUVzJuz8HfvU50QLm1phaDsl1ZW4uflM8IAcPDIPq5eNDoFQOgkKNuCInWy7JNg4CjKysTdfzCkXtmopFFZj4a2DDvrQaPLqa2trZX3nr2f597/ZhSmDcpa8W+CN/hky8vPxs3V8y/1fIy1mbr6GppbmnF2dCUnOxUPT38E44WWphbKhnpsbQYjFoToiZSsVBbMvWoQ+4ZaZNo61NYo6BkYQE9Lk86eXhx+yxEWIkSEutsnWeBHnEt7m4i9jkxnLPFIOHGE4LCp5/RMCJwEQvnE09uppSrT42MxNTPHymG4pOCYwlyGHYRnZPuGr7G0diB81jzR6FhWXoSGiir9apoc2f0TN9/92Bnxqy0vo1pZg6//2GXvLsOtSyJJCEgISAj8ZRCQFPS/zFFKG5EQkBA4iUBTUw0fffoqNy5/gNKiFAbU+jAxcqSjG0ICJwwxr3+29mNuu+lObl12A3etWkaDsgUfrxACAyfx+cdv4uLpw89bNtDZr8o/7nqAH75fT2tTNfMWzGT3vk3c949/8eFbj7H0yrkEz76DIzvfp7BUhrtPKHPmTMXMzIr/rV+Pra0djg422FhY097RyU333EGPopI7An2RL5zOgitvu+CHJ3yYH/5hHZsP/8zWQ9HMnhLGs48/TFvVTvr15xM6ZTCUWKFQiFwBL7++Gu2+fty8gomYMpOEhDgam9uZPnkihqZycnJSMZdbo6itEomZVPr7Ka+qYGJIOFUVJaJXU1DsDH6HUK2kvASt/gEs7YeVICEcVy4fzbJ+OiA52WkkxkQxcdpsXJzczohXTGwUfV0dhE2eecaw9EORO2guK2HxbfefcXxxcT6Ov+WbC/gVF+WMYKW/4Id0GU4oeM4FRVpoeTkZmJhZYGhgRHxyLDIdXWzNLDA1s6RCUYmpkQmVigoMDY3o7O7FxsKC2upKzCysiT0aib2LGyoqiKHWZbV1REwMP2t5wOPHD+Ds5o+F/MLWqs/NT0cFNdxcvUahnXD8EAam5ri5e5ObkYKTu/dlUfO7vbUFRWU5zu6jZR7ryhRlp7F983eseuaNISW8sVGJkRQdMhZ00u8SAhICEgKXDQKSgn7ZHIUkiITApUFAyDE+HneMqeEzLtrH6L9ee43nn3320mwIxHDck0qFoFg9+a+70VXppkzRwZOPvYyuzJh7HrmJJQtv4P67VpGUFU1qTjpXTbuO9d98jYZmH+6+lnR2qtPa2U1edh6HDkdiZazLG2+u5dP//puZs5eJ4etxMbHMuGIBavQwbdIcCrNjMbN2ARVVEo58SFFBDtfd/jHvv/sst96xGktL66EaxoJ3q7W1lamzA/Ec0GDxyke5+sab+Wztu/gEhrJw1u97n88F0MQDeynNzWJ76nFU+mtYedujdNftwt77Tuxdh9mUS8oKePndV5k+YTonYo4QEBCE1kAPuQX1XLV4Jg2NrWiq9YtlsbR09dDT0ae1tYmczHRcXNxQ09LBx8efwvxMLM2sUdPURAUVTE+rhy6EMuflpOF7GpNzYUkhzg4jmZiPHtqFt1cgphbDpFKCBzY/LxNvn/GVbKuurcbiNBnGwk84m5Olv4S+p3pYxxr7Z/9dIHdT6++jWlGJq4cvgjFFU12DrrYWzCxtaO9oQ11FBRO5hWis8fDwp7unSwxLr6+vwdTUnCNH9zBt6nwxqqGmqgwnXz/RSHUi9igTgsNpa2sRFcWiwlxsbB1FosWTLT0zC+jC13t85zsevIXzS01PIuA3LozDxw4wPWL20NCOtjZaWpswMx9Mqdi3b7tIkHYmL/941ruQfYQygHr6+uc0pfB+OXZgO9VV1bh7+hA0abBag9QkBCQEJAQkBP5cCEgK+p/rvCRpJQT+MALCR1x+bjae3sP1qv/wpKdMkJWdiZen94Wc8oxzhYQFs+y6Zcya6syX327gk483DXuMmpuoVmSjrdZNn0oPxZU1/HowjkBXJ25d8SBHkvZTmFdBdXUDFgbqODoP5oZraOly6GAsyuoKQib5UlRYjYe3L601pehoaCKzsCTEP1wkxDq9lealcTw1DjcXN7raKgkIXsRnrzxNYmUVzzz5Ej4+g3gLSsP+I3v538efcN+Dq8gpSmN/5DaWLV3OksX3XjDcOtpaOXriOB9+/l9efvpe/HxnoKwtwcJ6mBegtraUAdTZ8MsX7N+bwgtPP0FXZzs/bfkZLU1dQkOD8BZSBTQ10NTSpKOzE5lMh67mVvJyM/DwDUDP0BANNS3S0+JxdHZHS0ODlvY2NNVVRVKqk03Yt0AeJnhjz7dl5mbg7T4cEn+2eQ5F7mLGb2R7gsGmo60ZAyPT8132bzOupLgQTVU1hDB3Bxd3tLRlpGckYmpqgYOdI7Exxwj7TekTGPPlcit27t7KhJAwLC2sxbstvF+qiwqR2zvQ29uFnp7hCPyE81DUVKOnq4uamioG+oO/19RWY36OBpULdTDZeZl4ul38d9aFkvds8ySeOAZamhQU5XHdkuESkhd7XWl+CQEJAQkBCYELi4CkoF9YPKXZJAT+Ughs2PiNWP7I3t4eZ+fRubj5+fm4uo4kgstKS6SiuoqZMxeclf26tbWFrIxEQsOmnxdeQhRAW5sSudyG5qZ68ooKxBq7gif9rluWMCkklPsef56OjjbyC47z05YNLJp7DWHhg/mygiLx1pq3sDIyIjouCjU1TZxc7FFX0eZg5EEcnNwIDQnGzUmXQ1HF+DiYkpedTWJ5Ba52tqx+7Hl0dfV4/NmHsLIy5olVL4vzVtcr6GzIE5UaN++5fP/lp3j5BtOjPsDNy+8U+/z7rf8wJTSEmTMHWdN3/vsplB7OtNdms/L+984Lj9MHCfvb89VzbI+KpqLLkNK8Yg4dOEZJaTF+Pn5D3dMSjpCSE8viq1aSkryJimYVTHVtKMpLJio+jVmTpxAUGEpXZxstzS14ePnR09MpelmFv4VMnEFNjYLklBgsTM3wDRD6tlNaWUaAb4joiSwtL0FPR4aOjj7a2rIRoioUZVhaDpfBEj2e8ccJCJ18RhzKK0qHcqDHC1RXZwcqqqpoamqNd8jfrl9KTjJGuiZoqqvTqKxBQ1sHV2d3KhTlWJpZic9xnbJOJIRLy0wSihqIIeMKRSWdPT14uHqQmZ2MnY0jrR3dWJmbIzDgGxoaj8CyvKxYNOgI44vyswkMGUmK+EeBr1VUiN7+8bS25mZkenpnDbkfzxyXUx/h2clPS6JPQx1PL//LSTRJFgkBCQEJAQmBc0RAUtDPETCpu4TA3wGBooJc2rq7+fKTN7nzzlV4+QWfU9in4CU7SeR1IfESvHOC0vfuW49RoVRgZOzN46seIyZyD9OuWExRdgZPrVzGyideJid+H2r+akT43ImJgQl6+oYYG4/Ob62squB/az/B2s6Go1FHWHT1Cg4fOUxRWT63rrgDZXEmZVXV6JoakpaRx+zZsykuLWf61HA279yOVrcGEQF+LLn1Lp5++FaWLrsDe9U9lLRYk12pgZe7D9EnfmFCxDXUlFRS197CjMkzOB69lxtuuIv85ASKumrJTDjOU4+9eUHgOrTxQ3T6YnjtpyJ27U3giSeepKgsl0fuf5SJIWHiGpnxh6luaSc9L5HPN6zj30+9ytqvPsHZxo6Kijr+8cCjfPr5J3z96VekpsShbG3FxsoGfR0daior8PDyp7u7i7aOdiorSwgOnkRbWxvV1RXITc3JzUphyvQraGluIDXpBDPnXn1B9iZMkpYSjdzKkb7eAWytBxWypubGM3rnM1Liae/pInTCYHmw01tfXx9RJw4zbcqsCybfn2Wiqqpy0cPd3FBPflkxE4NDqa+pYkBNg+KyUvRUVQgKi6BGUY65pS2lJYX09Pagpy2jt6cPFTU1rO3sKSgqwMXJBSENob21CUNjOfmFWbi5jPRKV1aXM9A3QFNjHd7e4y/HV1lZjvUZSP/OF2fhPVKUmYGVs7NoaPvxizX4TZiET/Dgs/FnbKV5mWho66KtJUNZX4OL18WJkPozYiPJLCEgISAh8GdDQFLQ/2wnJskrIXCBEIjav5spcxaccbaHH72NfQePYGNvxw1XLuGe+x69QKtCYW4GKSmxLLrmZlGJz8tKw81r2Kt7toXue/A2srKP8MUn25CbWpCfH4+2njWb162lvqyMJTfPwN4plLo2VY5u+hI14zbmzruFnQcPYm1pydKr76Onux1DI/MzLvH5f98j0D+IX3fvRl9PnfqmTm5YvJjopGiORSVgYWbOwIAaYUEe/LBrD6sffJznn3mcrNQ83AO82L/rIC+tvpNbrvXHzbSKnLbJfPja+6x64XVU1FR57f13mOEdgnXIJGpqSvF186Cnp5eYmOM8/vhzCIrihai3veGr9+ipPEhplw7f7U3CXN+SqQvmk5qVyrYvN4h7j4/ciWtgGPn5hax+6nE+/uoTjh8/goaGDgW5ubS3t6FrYISMftxcXXFydMPFzYvExOOEhc2kqqqM+hoF3n7Botz1DXWYmVnQLDCoa2pSUpKLgbG5qPxoqmuKHmxVNXWx7vXJ1tTSguFpObYVBfnoGBhibPb7RGFCZERJWTFODq5D+f2nH2ptrQIzM0s2rP2Aq1bcJcpypha1fxf9ajB15nD9+eycbMwtzDH5ixNrCezmGVkpCCRis2YsQFFTSVV5EUHBU6irraKjs0tM5zhpbBNqnxsZGlNbU0VfXw+WVsM16IXoleT0RIJP4xg4FfPi0gJa2jqwlptiamZFTm4KLs4+KMpKsHVyOeP5COHaerr6WJhb/u47qCAzlYa6GrxCw9GV6Y75virITEPPxIS+/j5MjM3QlskQInMU1RUY6RvS192D3Mp6zHkuZYf0I5FoynRxD/3zGhIuJV7SWhICEgISAn9WBCQF/c96cpLcEgJ/EAGhZNLOX39k6XV3IJMNhx4fi9xNfk48miZ2XDlvEUbGY+fuCjWthRDivT9/x5YDvxIQOIUbrrsZExNjvlz7Aa5eQci0IDxsMKz7ZBM8WV9+9gZB4QuYGDJMXHb61gSF8Za75lJSXoBc34itW1K5e9XdeHtZ89TDr3MkaifaNOHpM4M1X7xHqbKOh5bdwInYXzGyCCAkIILM7b8wYNtHW3sPzt6zmRg8fUSpoaL8TI4cPSyWaNPTklHV0MQ9d/4DNTV1nnjyUZZfu4Q6RTn61s6UFKRTqqihs7lDDK+/MiKUmPQ0hGD/Gx+5g86uLtwCF1FdWsKAtja7PnuXnw8eZur0BYRND2NKxByORe1H2dSGQlGFqbEOK5bdfU6lo850/IWZaez55RWKGsHSw4/23n7uvO4B/r1tPb1ZhXz+1hpykuPRNNLH0cGdZx69h2dfeZcnH74Lc083vD088XD2IzrmOH5eXtTV1mBtbY25qSUOTs6iAUEgD+vuaKdDIFQzNMDZ2QOBAK6gpBAjXRnV1ZWoaWlhb+NEg7IemZYW7V3to1Ik8orKcHW0HdqzEKJ7aMtGNLV1mHzFoj+MxR95PIQc6f7+AdGw81duAinesRORzJq2YIiwTYh+qSjPJzM7Aw/PQLQ0NUelFRw+foTp4dPOCZrsjAR6VTRwcHBBX1dXLP/V19tLX383lZWlmMqtMRnHu+ZsizY2KEmNOYaWuSlhwWeOljh1bOSuzajp6jEhJBxdXX3RKLXh6w9EOULCZ2JibILOOZK0nRMg59FZwEzgyrgcSOzOQ3xpiISAhICEgITAOBGQFPRxAiV1kxC4nBCI2r9V9L7OuGLpHxJLUEQszYdLXAm1qT/97C2MjS24844HKCkrxcVpJMP2mRasrarg7fdfpqqqDn1NNZIKKvFzsaRfVZXFC68R85eX33jPOXuIi5ITySovoLWni5TMfUQePIK2zI7bp84l+dABPGbM4b4n/ymK1NrWJioTPZ2drHvzFfxmBRIfncCc65YTG7ePruJm3Cd4YGXvhqqWjJiY/SxdsgoNDU3RQ/jLnq+RmwgM1ZVEH93HW699gqnpsHGitCIH1R41/vfdl0ydOou0xONoGxvh4uVOUV46tVUF6KmZcd/DLw7tU1A6Yw7sod9Qh7TYODz8Ajj45UdYGpijHz4VFxdHMmOjqa6q4LEX3jpjrebT8a6pyiU2eieLlj4y4qemOgWFe75lX1kVs+Zeia6uEV6eoax6+h9EpyUT+cMeNNXVOH5gOw5+IRzctxN9IxN+2LwRb09fImZMJCfxBBaOLng6TWT180+xcPYi7r/vbjLSEmhWVDOgq42vT7DILi2WgfqtRnhebhpaMn1aWxoxNDGnSVlLQ0sTba3t2JmbiykSYzVByW9rbKS7owNLR0cxbN7a2mGsYRf199SE47h4+KKrd25s2hdVqAs0uVCRQCbTFSMgGsQIiEFjhHAOJ5LiCA+eOIJlXfitMC0Jc3tnMY/8XFpufo7I6j55yizqqispLiuA7i7M7N2ws7YTOSGEdYvyMvALOj/vsLCPpJQEJgRPHFO0trZmGuvr6VdRwc5usORf4vFjyC0ssXFwGvGeqq+swNjS6i+Tqz4mOFIHCQEJAQkBCYH/dwQkBf3//QgkASQEzh2Bf73wELLuDu5/4X10dMYO5/y9FYSP48cev5/aunICPDw4Fp/CsutuwN0nhLrKchZcuXhMAU9EH+SDjz/kyUefQFlZzeZ9v1KYnkhqE/z40RoiJp9fuZ/vX1hNj7E219/7NKufWM5ttz5MVkkJyvJUzGVO3HT/SCVV8DBFR//K5MmLyEw/in/gTD5c8zxtOYVijeVrH3ycNc8/h0lgN14eS6gqL2PPL1v47MufR5TUUlYriE1K5qeNa7hlxa3MmLscwXjx9DO3oCEz5JH7X+T5155HpqlORwc8uupejsTsJPfnvRhZOvD6d5tFzISc3HuWz+Gxp16nICeDg7s3U5Ffgp5MhyUr7yMzPo76whKQm/Pul+vGxFno0NnZwbdfv4aTiysRU68XWdWFdQq+exGVqgyijb3ILcglfM5yJoVGAFrcce+1bPl+n6hkHIs+xNGjh7GzteaX7btxdHFBX0sdYwszTIxVqCyrYdX9z7P267WU1ZTz3qvvoqgop7OrnUpFGSEhEZSU5NPc3MSECcNkbq2tzRQU52Fhacur//4n/t5+REydhpqKKu6eg6RVp5bDO32zxUW5lJQUMHXafOprq8hMPoGLRyBmVrajwthLS/JFxdLJ2WNcmJ1PJ+G5+PC/b/HQfU+dz/DLfsyWX9YxbeoC+vv7EKJpzI1MMTa3FM+oWlGOmroK5ubDBH5/dEONzY2UlRfj5x1IQnIMgX4TRijCWanxOHv40djcgomR4UXhsDjbHoRInu+//hD/CZMJPM1AUF1UQF9fP9aubn8UAmn8eSIgPOuN9bWYjpHmcJ7TS8MkBCQEJAQuOwQkBf2yOxJJIAmBsRGoq6th568/MHfBDVhZDteKHnvk6B5iaPGhfWzbsYHCwiJeeOJFQibPGNVR2ag8a05uTnYmr7z5Auu/3iSOE+c88CvhEXPH5RU+dTFhbEluHMraNpy8/DA2lYs/74jchZGmJmrtbVi4OODkEjBKRkFB/++XrxAxaSYOjiEYGxmiVFbTPzDA9++8joWvOzs/+pabn3ya8DlzRFbxzMQY/CcOh8SmZ8ZiY2WHkZElG39ai72tLeGTB/OTBS/fz1vXM2nCdL798hMS8/KZPmUSft6+dJcWsuOrz7n+qX8xa/G1Q7IJH5ffvvs6IVNnsfatp2hrbMfU2oFSRQVX3XUve7Zu5fHnXyPA5+zlwxobG5k7ZSLfb/wZFy8ffvzxQ5QN8fi4B2Jh4YOKshvj+G/5SNHNw89+jrqKBsWlJQT4BY0IFc/PzyUm/gg9PRAXn0xnTydPPLKaf//nP7jYmTJ75iwUihqyitLR1talur4B2YA2i+bOQ25shEzfgPbODjEUWV/fiIb6GpGN39nNCy0tXUxMzSivKCT+xGHk1g709PUT4BeCtqYGnR2dfLv+M65dcjPJadm4OjkRFDCouAvnJjD7Hzm4hynT5iCXnz0HPSEhGmcnd5oalWjLdLCwHCyRJ4Qo/1Fj1ekX6oOPX+f2m+8bxUZ+Ps/Z5TRGMKYoqstxsHcTFeGuzk5KigvoH+ilrLKMKeEzRcOPgKvQiksKcHQ4c474ePZVXJiD3NxyqOTaqYYaISXCwmIw17uhqUEkpPPwGOakaG5tEd8nhvoG41nqnPq0tjSJ5JFJxw9xYO8OVtx5PzZ2Tuc0x+XQWalQYPIXSMcQ3q/5BZm4OHvR1dNNX28Pujp6dHa0YfgX54O4HO6RJIOEgITA5YOApKBfPmchSSIhcF4I5BTk4+EystTZuUy0+defsbW2Z9OG78gtzOKN59/AM2DskOSx1mhraUZHT/+cc4lzjn+NtWoCkTUTCQwIw8HeQ/SWWtiZsXyJM3deNYV9xZo8cscrGJqZ4+TqQVZivCjOs288T2dnG88++ARy+TDBk/CBL/zLy9qDqqYD7695XVQYXn7+7RHbiIvfS1FxFlPCr2agr4kTUdEsXnrXqFDfmuJi/r36XtwmhKEjN8LEWE5Y6AwSdm/jqnseHAVNcXYGDh7eHDu0h9BJ0+nu6uCrT15n0qz5bN25D2szE1atOrunNiH6CGte/SfmlnKuWL4MVR1zfD19KS/Lx8hADwcnX3KP/orMyQs7Wxf27N2Om5sbyoZ2YhNPsHjhIuysHYg6EY22lhbRMScI9vOgtaWDtvYG1v24lWdWP0ZFSSFLlt5CasZR0rOzCQ+eSXtbEzVVFZiYmdHQqKSjTwU7Kxt0tWU01tXQ3t6CmZUNPf196Oro09/bJ5Zik+kaYW/nIOLe1t4qEn2dbMoGJVEnYlBU17Li+qUU5qUh09VHdWCApIQYpsy8AivL0QRdysaGIaI5wevZWFdLQ2M9bp6+CDwIgsFFuCvnmqMryFhVVkBzUwOefqFDckbHHEGtr4+wySO5E8a6+5f77wLJW0J6EgtmXSmKmp2XhZGBPnkFuZiaWqGvK8PWxmHEs1tcXIij49jpLmfau2A8qVaU4fRbqcaqihKsbBworyxHsAGYyy1EQ0F6Uhy+QaEjolmqKsswMpaP4Mm4EPgKZx61ZyuBEXP4/LM3CAudzuRpc875fXUhZDmfOcT3WX6GyCWxfd1XLL3rvvOZ5k85Zve2TViZWaKqro5f6KQ/5R4koSUEJAQkBH4PAUlBl+6HhMCfHIHyyoqhUlPnshXBa5mRlclzLz/B3bfcy5JrrhPDW4V/xw7vZcbswY/3S90Ks+OoLTyChb0/jr5zxeUFz8pb79+Cq4scGWq0dbuwaccBtv58kC9eegZbHS3mP/QE32/ZgJFuJcVFSRgaeXLz8n/S3tHO9+teZIKfG1VKdeZfcfuoj/C21lYOHt2CTr+S6PWHcFu0AE2dPkrzy9DTNsA9ZCpTw4Vw8eEmyFRTXoats4s4X1t7O13d3SIB1qbNG5ALhFcqfRRnpWFn60xQxHTMzSyH1h5kP68lKeEYcrkd/v7BlFWU4+w46METvJoxcbt4+18f4uFpi05vH5WdzaICbWIiZ/ueHSy+egVW5pY42NgOCZZfmMOPmzfx3BPPkZQcT3FZBaFBAdjaOhIVfZD6WgW1bfU0K1rw9vPmwN7dTJo8m6o6JTOnRrDupy94cfXrvP7h8zz94MuiJ/XI0X3Q3YORqTHdA9Db3Y2Hu6/oWbW0tkNHpkt7g5JaZS29fT04OHtgehbCr5bmRl5//VlCJ85m2oyZdDQqaWiuo7e1DY/ASezb/D1uE8Pw9jhzLefm5gZ0dQ3EfdTUKvD1Cxnau8DsbmoiR09XT1TyhDrrVqcwjZ/tLn++9kOmh03C3XfCn0ZBu5DPpRh+XlGJn9fIsmjCGlVVpXR09+HscOE8y/X1dZiayikqLcLSzEI0rAjPkPBMRR+PpLunh/lzx06t+aMYFOdlUlFYSGdvBxb2zvQpmwiYfvmW26utUWBmbsl3H75CQNgs3nntWZ5/8wus7e0vuAHjj2J7scYLz3Vs/GHqi8q5dNB+CQAAIABJREFU4vqb/pbP68XCVppXQkBC4PJBQFLQL5+zkCSRELikCLz/+ovkpsdzxfJbycxM4amnXhPX37tzM/OuHA7RvqRC/RYef7oXVPj/E9G/UFYbi4EsgLikOP5xz2qSsw/x07p11KVX8P7323jng5eIitpHU0MXPu4OpJX1kBETw5OPXIOebg9yBw9W/eODER7x+voavtv4MZG7d3DTNSvQGdAjoSyTRYuuxdzQAlsXj3P+CMwvLkBuLMfI0JCMpEROrP8U81lzMNI1I2nLBmZecwN+M+aI0Ar547v27MbAUI9je3Zw7cJr0DYwxN7Di2P7dxKTHENnXa0Ygvzah9/R1tbKx2vfw8bGgYziGvprT/DswzeD0VQ8XAdDgxPSjhDsO5W8okLcnYdDk4W19u77hY6WZnYejsJQQ4Xrb7yHzIwEbrtlJfuO7ebJ55/A3NqeMH8f3nj+A3E+ZX0tRUW5GOgbUlhejNzIjJ6+Lpob67CzccHKxhYjI1Na2lrQP8VTXq2sY++Jw4R4B+DtOBjl8fMv25geMZl9+3agp6OKhZk1Pd09hE6exUBvr2ggkumNLommVNYh/OvsbBeJvX7+eT3BvkH4hYT/LvlgSVGhGCrb1t2Bn0/guK5zfmoCrv7Div+4Bv2JOuUVFeHi4CCmFtQqykSji7mZhRjl0NTUMCKkX7gzgvIsMPjnZSRjbm2Hsenvl8E7CUVNfQ1mJmYjmPpTMlII9A0U69YnRR/EJyR8iKBOGFeQm4KBoRwzi8H69he6Ce+SksJMMhJP4OQRRGtbI/5Bk9HR0Rn3UlXVFVhdQPkGifpqkMt/P11J4GgQWPA/fuVhIuYv5aMP3ubNNV9jIh9MA/qrN0VVGZZWduJ7QDBSSk1CQEJAQuCvioCkoP9VT1ba1yVF4PfIry6pIONcrLAgl8amJlxd3Fn/00ZuvWEZugbnnuOZkZ6Mj+/4lJ5xinbGbvc9cA/LFskxt1/Krk1v0dMv45mXvyG74DCvv/MfAj1n0d3Wx5q179NUU4m2hh6333QTL772Fvr6+qISvH7jR9iYDBAx/T50dM9MrCfUQRbOUvcsvwvClcTHUFxRyfSrlwzJWlpewLr1a8Ra643tdUwKnkpiShyJqYm4W1oRMXsRcSeOEhV7CP2BWrwmzsbNPQLV3h7Wv/kSK199j7iYA7x678PMD3enqLmHK1fcgefEcFRU1MhLSyEh6wTmpm7Y2FmjpysjwD+Et//zMGaaFfzj9lCScnWo7Qskr7CA25bdiqGBwRkNC4XF+ez6dSNxGZlctWDxoPJFB+GTZoqkYLsP7cPKwootO9bx7EP/GjJmCJEITY0NCDXIhVD0CkW5WPPc3dUHI2OTM55bal42ejo67I89xsolN5KZk0d8XBy33nzjUP/i4nyOHTnIzbfeM2oOwVt2Mg86Iz2R7r4e5IZy9kbuIGLqXHqVStyDJw4RipUX52Lr6H5eV+1kHfqUI7uIPPQz9zz2PnpnMBSc1+SXySCBR0KoZd7Xr4qmNnR0tePp6EN83FGEyAZf3wnoGRid0RubEB2Jpq4uHl5Bo1I+zrY9wSOenZmAvb0rxqbmHNj9C7MXXCN2Px4diYuTO0lHDjB/2W2XDKGywhxU1FUpyMygubUNfSMjZsxZeMnWP9tClZXFWFsPMsqPt9VUltPb24O1/fijG3KSE9ExMMDO+fzTosYr34XqJ7wHhIgZVTU1TEzNL9S00jwSAhICEgKXLQKSgn7ZHo0k2J8JgbyCAlydnc/qaS2tqMTexpqk9DSCfIcJkP6/9ijk7woeMUH5qaqqwsrq/IjmnnvpQe666RGc3S7ux57gMVFVhZy8XDZveY/7brwRJ98logdQ00DO9z+9g1zPhGN7jyOXqRI8fQFTpg3mDQt7FZQvLS2ts8IdGbmdQ7u3MbWuHsNltzJx/qAScXprqqvj27tXkKoiY+U99xB65VViKPXhn77CNMAbBjTx8xz2vH733/dpUoGBwhJkpirMEcLrDWTY27uRmR1NRV4WXj4z0TYx4UTUbjb+90PqKpQsnjGbm19+g8jIHWhoalC1bTtWC2diamBGaMQCiksL0Dcw4njczxhqGWJtqERD14tnP/iS0NAJlOSV8uDdD+HiOPqDf+/6b0gvyyVk0jQOHE/g6YcfobW1geqqVBoaasmqbOJgdAwyXUP83cx49O6XRsCQl52Kq4cfAtGYnt5oI0Bedhr2Tu5DeCfkpOMikO4ZGIrGD+HOnVS6T06cn5OFq4fXKLz37NtKUOBEzM2sxLEVFSXUl5XR0dlB+Kz54vkL7PqCN02Y81SFPvPYIdzCpoybDXzXW//C/soryUw5hHZDD5XqqixfsRJDQyNqaqsYGFDF4pSShP9fz+75rivkcsvNLEU8Nm5Zh4u1EwEhk/j1h2+46sbbSUqIZsLEs1dbqFWU097ajKGp5VkNMqfLFh0dSXj4TCIjtzFr1mKEaBWBfyA+5qDIwC/UWTcxGS5leL57O5dxgzntpuQIefdaMsqVVUSEzz6XKS5KX+EuC2cjtTMjcOqzLWEkISAhICHwV0dAUtD/6ics7e//HYFtO34hKCgMO+vzU4Iv1gbqGpTIz+L5HO+ab7/zFqsff3K83c+7X+KJIwRPmkZ2bhy21p7o/VaXuqmlBZmWlvhhe7rSJyh0e95/iz0xB5k4/zrM+3tRNjRyw+pnRshxdNtm0tZ/hZcWlIXN5NYHHv9dOV9/5AHCWqoxnHcN3lcvFZXCjR++ybJVTw3l0goTVOTFoqotx9LWiS/fWolaoyrz7nkSHVM5Bnp6RB5eh56+I73Nhcit/XB09OXAwb3kJ8czd9ESqiqLScjIYNqESSiOHmbGfY+w741nyGlu5uG3Pyc9L4O6/hI02tpxtPTCy2sy6zb9yC3XLeP515/gkXufw9TEeNRedmz+lHlX3S3i1dCoQEVFi+fefJbP3vxc7FtZkcODb7yOsqqVRfNcePDWF8V62Sfb730o19UpiDl2iIXXLBe7d3Z2UlFVhovTHytRlZyWhEp/n0gcl5qazOw5g6z6ZQU56BgYcWjvZpbe9I8Rd6BRUcWAqhrqMi309X+/brcQYXHkuy8JvfoG1NTVaVJUYO7sRkz8USLCL9+c5HN5oPIz0tCVyzGXm5Obn4HXbzn+WTnpeHn4jmsqwSN+cO9mFly1Ylz9C/IyUNeSoaWmjtzCmuysNLJyUlBT6cfSUI6tuy/29udHPDcuAU7r1NioxMDAaKim+YG9W9EzNCI4ePIo5Tg5LprA0OEyguez3oUYIzxvGbHRtHe0ETRl5t9GiRcMFgKHhJ3dpbsfF+K8pDkkBCQEJAQuBAKSgn4hUJTmkBA4CwKXo9W/vr4eU9Pxea0EcrDJ4TNHsWK/8sobvPDC05fs3E/FsblFSXZuFs2NjUyNmMPhw5EEeLpjZus09OEtCPbCS7egyKnG2S8Qf6cAtn/8H1r6+rCMCOeVl98Tc07LS/LpLCklfe0a9Odcxexb7xpzTy31dWQcOcikJdfz7jdvMzVoBlkpSZiqaxE6Yy7mVtbEH9mCa+9+ymo7SKqzZfaiO1AUlxA0ddqQjIIBoaC4iLz0A/gFzmbjjz+gpa3FggUL+WnrBsImRKAorSBfkYjcxBE352BcnGzYu3UTt9y1itb2lqHyVILQwgftV9++jra2CvZ2EWRkZfHgvfeP2E9Lg1Kse21oakZWegKfffkWGbll3HjL3RyKPMbnaz5hw9b1DPSq0VSdzU23PERq6l46OnspLChh+fL7MDcfOze4uaUZBvrp6O5GU01NDMNVVdc4K3Hc74EunL2gGKZkHSEsaN5Q1+aGejQ0tZDp6lGYk4aVvfMIQ4LQUYie2LX1BzzcvahQVBIYGI6x2ej86RO7tjBh7lXUV1ZgYT/IPF9WWsLhY/tZfsNtYmk5ocxXTY0C8z9hLeak5BjMza2RaetQVVWGzym5+NmZyXh6B16UvN6q6ioxXaIgPx1jYwuys1Pp6+ygj34MTa0IChxmzB/zwbvAHapLS4iNO4q5rSMTJ045Z56JCyzOWacTon+i92yjrrqaa26/97KV82LgIRjONDU1L8bU0pwSAhICEgKXNQKSgn5ZH48k3J8dgdikJCYGBV1W2zgXo8GureuRaWkyY8H1Q3vIzs5mw8YtvPTCSE/0+WxSkEVop3u/f2+urq5OKvIySd+xjYiVqygoyMPV3oHdG9dx1S0rqSkvZ/uO/2Jm70dq8gloVaMnPxU9JxcqWiuoa29i9eP/wlJfn2eeuI+HV7+CjUMgjm7jz12urFKQkPkDEcG3YWBgKIbQt7U2k5Ach6mxEdvWPsmzN/pRUdvKYx9EsfSOVVx17d2i5/z0UFZB+YyK/BUP34kc2LcXRWszi+bNx9vTm207tmJja01LYzNNbe20tzUwMXQyLr8Rrp2KU9yJ3fgFTudE7B7M5Db4eI9WftIT4kiP/IXw5Xex9tuveObRZ/l6w1oCvIP5dd9uisvzeXn1S6z/+VtcLIxYcMUKDPRNkOmMzNmvKi5Cpq2JkeVoZb26ugINLRk62jr0D/SLSrJYx9jQRMxbt7awQVtbWxRdOEstrcH/Pr21NjdTWpiDq3cA5WWFGBiaIJcP558K8wpeRYG47tQ7nVuUgUxVW6xvHR25lzmLriXq6H7cXN0pzs6mraWFBTfcNGK5kqx0elXVOb57J9fcfhe1DXXkpyUxY8HVonHqXO7n+TwHF3PMycoMZZWlWJlbD2EvrNnc3MThqP3MnblQ/LuAaWZOCv4+ZyfIq6yqECMZxsKksbmJnLgTqOvp4OLlz0BPt2hMiY8/StTxI8yfOR9rO1eUDXV4el76tJ+85EQqGhSYmJqJddfPdg/HOpva6gqMTMzP6tkWlExFjQJ7W/uxpjrj7wUJcTR0NOLo5ofcwlJMEzCV8rDPC0tpkISAhICEwJ8FAUlB/7OclCSnhMAfQCAtPQVPD+9zDo/8eM2rPPDQc6IC9MkXX7BgzmxcTmEF/wMiiUOjjx/F1sYOe/tzI0fqbGtDTVNzaD+b/vse7cpmIq6+js8euY/utmYmrryFKxbfQfi8efznnjtJrj2Oilob/j5z8PYOw9LCjWPbnkPHIpyps0cqbOPZ177IdYQGz8PIyELsXq+oYtf+HWirDFCSG82VgSoYyVSJb/GhW9WeadOmYWJigrKxCTPTQVK13OzjtLQ20FjdJnr3w8NmkJ+TQkVNC/PnDpaY++HH9dy04haE8PF9kXtZedcDZxRv+88vsfi6l8XfNm3axNKlS0f1S07YgZGRLjX9rcSk7WeG/wrik3K54/pbxL6CAi2wpH+z4RuefuhpkhJ+xdM1AlMrO/F34R6k/7KR8thjhNz7MAaW1uTlpOEXEDZqrebGBlrbWlHX1ERHWxtlUyM2VrZiaTlzuaXYv729VSyplZaaQETE7BFK3/49vxIQPIGGhnqMjIxRV9dAS1uGrs4ww7vwm7GxKQlJyWKOemhI8JCcJYU5JB0/hIOzJ56BE9n2/Vp8g8Lo7uwkeMr0M2JYXFQEA73k5ufQ29xAU0cL8xfeMIIxuiw/BztXj/FckcuiT0tTIwP9ffSrqotVBYRWV1uJnr4J2TkZ2Ns5iozqTo6DbP8NTQ10d3VhcZZIgeLSYszlcuqqK7B3Gh8O7e3tHNi7hRkzF5KWmURLbT3+gaGYWlqJ0RECkeOlbsJd3vPLj7j4+6GrY4L1efJwNDcpxefC0Oj3o5IErgQhvP5cW+T+Hfj6+lNWXEhw2LQxDSPnOr/UX0JAQkBCQELg8kNAUtAvvzORJPoTItDQqKStrRlbm3NTNC/VVktLi7Gzczjnj7umpkZ0dfUwc7LklSeeYtXDqy+JyELuslBX3NRkUJEVPoAFT9TpRG/C39957RVqGgpYuPA2oj7/mOqiAvpc7LD0lmNvJkNX3YeyjjIG+mrpUprz9EtvUJAZRVXWTuT+C/B0Ozsx1u9t9nRP+D/uXYG7uhrhd95FwqHDtBRkYeppT1ZeO9nbNnPlRD16Z9zNIw88JU7b0qzk4J7/MeuKOzm6ezvtGnpoq6uirQey/hoqGvRwdHQXFfO+3k78fCawdedmZs+cj4+nN4eORjJj6mB+tOD5NLSW017bNELkkxEKwh/r68qoKv0eVb15lFUU0NDWhKqqIXlFWTz3wPMkJCXR09WCr2+waPgQsD4etZnwKcMl94599Dbqbc34/2M1Mn19svKykamrioRfwjPQ09uHqqoKGurqDPT3Y2Q0fH6nelwFuRJjjhA0cSrHYw4SEjSFg7u2MG/xDaNKpgnM48q6GrRlgkeeUZ5IgTjQ0d5BjGJobWtDpq0tKnxr33+JOQtvQFNbi9aWFpQ11fiETCY7KZbQaWcnBUtIS6SqupaGqhzCwueho6uPtqYm8nGWFrskD8g5LFJdXUmTogpjG3u0tbXQ1zOgpbmJmroqnJ08iEuIZeKEkQaWjJw0zE0tMDslYiEtI0U0phkbmYjPY0tLCwYGBhQW5uAsnP9vxpLTRRPvRVc75ha2Q89yfEIMoRMmjeja0tosyiY+G40N5CfEY2pjg73n6Nrs57D9s3bNSkpAx9iQzo52nF29KM5Nw9U7aMQ7srWlUTT8CNEbf6RVVpbQ0KDEx+ePRVMJd1yQ51QyOeEsSkryMTezpLq8BKdx8gn8kf1IYyUEJAQkBCQELi4CkoJ+cfGVZv+bICB85HW0tmBsNuhN/au1/IJsXF08/9+2VV5WQk11GcETIkbIICjt18+JwMnTnysXziJ216+UNLVQq9rIFcEWeAe64eb7IG+8+yaeJnKuuGoijXXl6JmHcmDbehYsvYWKgkL05Vb4Bk8c1/5Ez9uuLax/5zW+3R839EG/e9tmKksK6W9ooge49ra7QFeDNWve5cYbbsDewZsDh3dyzaJlCOWRdA2MWPvZP5k191rqatv58RdB+Q5HT03JlJk3U1VZTUtHN9/+uAEjPW2C/X0pKa9BqawUQ3LjExKYPXs64aHTUFHtx8RoZF3gxMREgk5Jr/h1xyc0N7cQvTuO+599Bm+PEJpbW9DRlg1xDAghzxmZyaipqWJtZY+trYOIiWCMSP72M3p7epl4z0OjlOjoE4fw9gqgUlGBlbmFqMA1NDVhb+tIdY3grTXE6BTvYXpWGu4uHvT19SKTDdafPrp3G1PnLT7jGTQo62jv6kRlAKytbSnKzcLJfSTre01DNTv37BQrEsyfvoCDu9Yz84qbRA9tV1cHxdlZdHZ04OrtR2lZHvr6Rri4jVb+vvhmDbcsW0lK3CHCpi4Y1524nDvV1FeLynZzS5OYDnCyRcUcxMzUkqaWVkKDQhFC0gWmfaGlpMZjaChHS1sbK4vBaAfBY97T24OWTBcTk/HVQT8bLm1tbaNKGQpGOSHMXrg7v/78HV5e/rh4+5+zUXG8Z3H88G6aG5sImjQVcwtr6murMT3t/S0oxPnJcdh5+KDzGzHleObPyEzBxztgqKtQa17fyGxEesF45jm9T1lmIj1tTTiHDlaoENrmdV8SGh5BUVEuMg1dQmf8NUgNzwcfaYyEgISAhMBfBQFJQf+rnKS0DwmBS4RAUXExTqeV73rosVW0t7ew9rP/XSIphpcRPuwFb6/goS3OyyYr7iBKtSwyE4q59e7XaKmpxS90Msd/+Q5f+3hiMxoJmP8aBrqGHFz7MUUq7ZQosll597N4eo1NWlWlKOex664SvYYvfbmOto4ONNTURIUjNTWGmooCfEOmYWk+6DHMz04kMWkvBWUNHImO5b033yIhKo7CojyuXXEXldW5mOpr0dTUhbq6Ct4+EzCV2xEVdZS31/yHB1Y+gI5Mm4y0BHQM9WlpbKKzV4XZUyOISjxKZVUjEycEctW80SHtJ1ESFNzUrAS0tTQJmzD8cX+mwxIUpNSMDJqUVQgMAToGpvh7eFEcG4X7tJFh6MJ4gRlbCKFuaW0Va6/rGxjTIiiDBkYUF+aCugaO9k7k5+fg5jZs5ElOjBUVRi1dGTbWv5+f29hYT2NjE+oq0FBfh7GpGRbWtsQd3E3ozAWiR1EwIsRmn8Dd3FVUtFJzcgn08iQnNwMNVXB29RnX3Vy/4QtuWj66Jvu4Bl+mnUrLS0UDieDxPtkET6yqULvwtyace0z0fjy9gzAyHjT2CApqRkosRiam2Du609HRMVQjPT09GR19fZwdBkPjT23CWfT39dLV3S0ae4Q7YmMzaOwRmrKhFhPjsyv5itJi1HR1MbvAUQt19dU01NZgamFNXPQh8lKTWH7PKuTyczOsVleVY2E1+HxfylZbkoeGjh4qmtoYGhpTVVSIvpk5RSUF9LS3ITcxx95luORlg7KWto52bE/BfrzyCvdBWV+N6W/pKE0tjRjqn3uI/njXk/pJCEgISAhICAwjICno0m2QEPibI1BSVoadjc2Ij/WTkORkZ/Liv17m80+/GPq4j4o7wQT/INHreujwfmbNnCeW04qOPiSSpD35+AuXHFFBkTgedxwrcxu6WguJTUzj+uvvIvaXn9j5y8+seuMDEreswclblXbDKwifMp/4hCi83PyIPPYDOXmHmTvtZgKCrhRlLynKRU1djcKiEqZNG/ZIdXS0cTByHYaqZugaWTMg0xDDcqsrS5gybS7VdTV8uuZ1nC1tuPX+J8S5hA/dpIS9RB49REVlEzY2ZjjauiM3NcTQxIrspCiMjHWxcvKltjKNuQvuHsLvkaceQc/QAHMTU0KDJ6Ci2oedlQs9vV1UlhTQJJQiqi3H1dmaqRMX0dzcPEIJOznRC6+9yCvPvkyFQsEHa/7Jm69+wYaN72Fn64WRgRa+fiO9blFRB+noaGXn3l08/vBz2Nicmbk95eB+nAKCET7ehRB0TW1N2ju60JVpk5OehJZMD0MTOfb2TmRnp+DlFTi0NyH6QWjd3Z1iPfVTW1dnJ7UV5dieomwIv+dlJNMzoII2qnR0tGMkl6OhoSYycQst5cQxUTm3dRlZ1q2urvqMSpiQG33L7dfz88YdY97Zuvpa6pR1eLqNrtc+5uD/5w65edmYW1iSnplCxKTptLW1UFJagJOjG8WFObh7BojPf02dQozEKCorwN3Zk4ryYlRUoKg4n4kTp1Ncmoeby2DUgXDXLYSSbXlZWFnZiM+BEGqto2NAYvQBXH0C0dM1xNzSapQXfDxElULkw+kpLRcKxqLiHJqUDWRlJHLN0ttGkSCOtc6p8ivKSrC0GzY+jDX2QvxeWJCLs4s7h3duxTt0ohj2bmEx+IzWCnfd1Jyqwny0DQ0xkZuTLRj3dPVFw4SQsjSeJjxfgpFF97dns6ggB2tbx4t2JuORSeojISAhICHwd0FAUtD/Lict7fOiIFBaVkh09GGWL7vjosx/sScVPoIFz6aLi/tQ+OUHH75NxORZhISE0NXZwawl86goVVKYlsbm7RuhT52N6z9k4fyrsHbyYsuWH7jzzgdRV+vjPx+9g49XILffvBIry8HQ2EvRqqur2LBxPQ+vGlSKT29CjrbwUX1q7ubJkFrB21ddXYit7TDhVUx8PHn5GdTUtbDiuqVYWQ7WsD+4aT15eTsJCV6OoYsbe6OjuP+U0mw//LQB1Z5erly0GP1TvJWJcVFU1zVTXFrGyrvvEpUhAXshpPfQ9k28/tHbuLhZMSV8KnVlDay47T5UtdXJL87CTu7Ipo3/w8LcluDQcLbv2MQDDzxNfl4qvn6DYfnllYVkZBWwfet6PlozMoohIeU4VdWlLJq3TMTgtgVTcfcIYOm9s6mtrSEs/HaRwXrfoUhmRkxj85Yf6O/vFT3hNTW1TAqfhpf72GRgNbUKEd++ftBUUyUvNwNtdU0xFF1LW2dUWPzpZ5SfnIhrYDBVpcVE792DtaMj9s5udKr0DdVRFxSR7OQEelrbCJg2g9h9u9DU0yEwfLo4Tllbg0/IcKpCfPRh+rq70TE0wC9oOM/6SOQups5cIJ7BgiVzOLTr2AhxBE+xcDZjMZVfirv9R9aorVGIxhPh3N1cRxoWqmurSTpxCG1NXQzlprT3dDNl0iB5XlFxAaamctRVVeno7kVPR0dUzE4Pkz8cfYgg30DiE+PpaKpl4dUrRGXx+28/xsLaDjNLGwL9Q6lvaEBXJhPnKCsvFvPYf682fa2ikobmBtzcvMd1BulJsRSkJuPiG4jvKed/JuxKszMxd3RGWENXTx8T+bmF66fFHcXNL1S8H9lJCXgEBlNfVYXc2vqPHNW4xwrvq8baGsysbaisKqNdIMzUktHd1YeHq7N41soaBQf3/4qWkSG21o4Y6Rng6OoxLizHEqSopAhba9tzJhwda17pdwkBCQEJAQmBYQQkBV26DRICf2MEGhobKCsvwt93kP1aaKeXPhNIuIpLSkmI2o06vVi5+RN1aB/v/OczdA0MeeaZ+yktzmH5ipWcSEzn/9g76/C4qvSPf+I+M3F311rqRp0qlBbXxRZbFhaWXRZYll0cVnAtLqWlSt3TNG3aSOPumchMZpKZuOf33Js2TdqmTUJaCr97nqd/kJz7nvd8z7nhvvZ9J0RFsHjxCk4ej2HaVaNfw1tRqaS0JJ9p086kaj/z7COMHTOF66+/7bynmZJ4lB5TMzra2qlvbSQiOIK29g68Pbz4YeN6jAy7oasTI2MzVl6zWsRAMDSMjIwGyGvU6+lob8PCRiZ+oPfv0/vhh2/j7OxIi9Dz29Ccm1bdQEFxPrm5SWKLMXtrQ3roISxyAZoaFW/971m8HTy5asWNPP7nB7jtxtuJP3oUn5AQKnPyCBsbgXugO011bZRk5xAxNlqMTI6ZOo8vf/yObz9Z26fbzv07mTZxKvLzsER//NW7bNn2EzvW78FQ5kBJYhyP3LyYObfeRQvmLFlwNTZWFri5evDM359h8vgIbF3ccbaTExk5aVgf9f3J/JSFBVjZyqkk3J4GAAAgAElEQVSprcHM0JCu9k58g8OpqigTDWNrhR2O9r2p1DqNClVZMcHjp3B83248g4LR12jwCQtl26av8AuLZsLYiez57nOmLb0O61Ns5MKzuRmpBEeMoVJZhpuHF8cP7cHK1pH2xia6DLsJiRiLjc2ZCH1y3CE8g8JwdOxt2RYV6UFScrFocAjGh425KbqGevz9Q0Tyvf5OnV/Tn4q8vAyKi/MJCYrE2/dM2rOAfWzsbqZOnUdFYQH27m6oq8tQOLjj5OAo3vlj8bEiQZxZdw8mlmY4u/uI90BbW4P9qfrzhKRjTJwwtQ8SwXAU2t6JEWWBu8AAjI3NEEj+LM1MoLsDG7kjnV0dFBQVEBV+pkZ7MFwTjx8hevJA3onB5gp17cWFOUREndsiTmhzZmFuhlxmizCvtDifsIgz2RzDOVfhTgjZQ/1HYU46PoFhF3VCDWedwebu3b6JCROnY+fkhKqqAmfX3si5wBKflHqSOTN7/y6qaipwdnQX/9boa6rxDAiVeoqPxgFIMiQEJAQkBC4DApKBfhlAlpaQELgSEVi74Tt8PP2ZMuncFlmnDfW1P6zhphvv4acd31OmTOe65Q+xcMUClsyew0uvvs32nRs4dCSGqOAoLE1MqC7IYPKsxaSmJRM9fhLRVw3Olv1zMBEi5s7OvVHt4YzmpkY++vodbB0dCPEKIyI0km07N+Pi7En0+IlYW59J/xRSRYvzMpk0beikSyWlpXh7ebFj31boMiCnIBdzY2M8vT3wdzXExNwTS3MHPn7vNZ558W06OtuxtrKhuqaKe+67g48++IoD29YjFE3v2rGTDz75lqWrljB39lWUlWQyL3oKtj6RYnT68T/2ssFfKF347AiwSqXC2dmZLV9+zM7jB3jgoacoLVeyb/8+xoaH4qCQERk1EWVFGfsOrMXIxJ4H7nucOr0WSzNzPD39Lgq3kD6tLCqgq62dsOjJon55BXmYm5hgRA/dgvOjs0Pske4XFE5G6nFCI6JF40Zgu3Zz86axsVGs6Rd5BUoLxRr1Ewd3UqIsZt78Fbh4+Yp6VBQVoKmqRObsSL1ajauXL11GRqiVZYyZOJVtuzcxZeIsHOzsWfvtB8ybu4KW5ia8/M/0vI8Mc2fb1oPYu7gRf/woNGuZv/xmUf67b/yDex55qo/I7qKbvwImiIR+J+MxNDTCzd1LzI6ws3OgubkJtaqCnMwUTM0sMO3swU4sbTFGYWsrRryT0wUH25me5Hu//4bpy64Ra82FodaosZXbik6Ls+9djboCjIzFOuj+9y4zM5WwsCiqVCqUqmpcHGzxukhNtLAHoZxEiLLr9bWig2so2QyC8VyvqxXTuvsPwZEm6DwUGVfAEV5QhZNJx+gwMCLQL4D6WjX2Dq6YW1qJToP+nSVqtDViDb+qqhSFnQsdHW3nlJJc6XuV9JMQkBCQEPj/ioBkoP9/PXlp3//vETgcsx//gJBB64vfePEvdDc1ccdjz/Hj9s/ILzyCu30o635cx2svfEh1VTEafRF+3hPZums3f33qGQJ8Amiqr0dfV4ubt48YgTw72jRc4AVm8MoqJfmFJdy8+sbhPt43X6hTF/4J6eWndXrlled4+ul/jVim8KCuXtfHUK6t03D0SAxWclucnRwoys8W2drTshKJDnEkOGI5qsJC2ru7GT9tlrhuY6Oe9z58hdKqBt7/93vizw7s30t24hEW37CKoqIcfty8G119J0/efwfR03udHifTkhgXNQF9gx55P3bu/ptZvPo2dm34tvdHRgZiFNvexQNdTZUYSXztjce4avZK0YiLO7wXQ2NHIsaEEBoYTEraUarUNdx+832kZCYxbeLA3uHlyjKxV7apqWnfkvs2/EB3UyNjr5qPk9eZulyh37mytBC5rYOIf3tLCxq9DoPWFswUMvz9Qgfck2PxB0mKP8wtdz2GnaKXWfy0Qdi/NrmkIBsMDelsbyMgJGrAOR47uId6E6FnVysB3l74h50/YhoQ6EhBfo34bFVVJXFx21m27HZRn9yMZMLHDo3d/2ddolF8ODkpHlNzC/SqaqbPXUTKyUTGjotm25ZvMOwCMxsZJkI2SXsX02bMQaUswadfXb1A8CcYxsWlBbSptVgpbGkxNCLI/wwZ3Nn14VptDRVVlURFjCHuyF6mz1gwYEdqlRIjYxPs7Z1RVZdjYWmDvlZLW2cHAQHn7w5xWg9BkPDe7ty0lquvvZH85ERc/QJE/oFLOVKOxeLm7YeT2/n5Fy7l2sOVXaOuwtHJFbVglNs5DHBEnH5vBA6Fi7UKHGqv9tSMZKLCB7akG67O0nwJAQkBCQEJgcERkAx06XZICPwCCKRmZtDR2Un0mJGlWY5U5f4p2ReTIXyE/+XPf6NGp+b9d97jH3+/m/T8cgL8A/jg7W9oamqkrlao/f4QGyd/0pLjWTjvBq5dvpyqqnLWb/qC9joNTz7zVt9SZxvsqRmJjImIvqAq23ZtZv/uLXQ0NorthO743aMjioRptVo2bfmSm2+8XyRK+tvfHyfEx5877n7kgus3NdQjfNx6+5zLVi2kwccnxFOlVrNq+bWiESm0KqusKiE+MREbyxbmXXULh2PXs2LF79m9Yy36ujpadTruePhp9h3YTWhAEG++8yGL5s1m8eKloi6HjsRyJPYwf3nyKdLT4lBXqZk4dR4bt2zlvrsvzHfwxbffcdett4hyhEi0R/hkPnrxKX7a/Bn/fOVd0ZDt6YH1X60hoegoE8Km0G1sh4+PI1PG9faEr6wqoKQsjzGRs7CyHBqpVHrScYwNjWlrahJryU9nIzQ26EWiKSF6WaYsoaC4kI56HeMmTqdTaIHW2YahgTEymQ22p9Kn4/buwsLRGQeFjcj23WNkwO69OwkNDqG9vY1xYycRG7MDd3dfkdHd9hTreP+D1Ov1HIuPIX7nJv70z7f6yPOEM9JrNShO1R5fNTOK/YdO0tDYRKVKjao0h5yiHB78/fn5DC723vzSv88rzBWj3ALJV71OS2BQBDEHd+Lo7ILc2prUk3GEj52BtbUNbm5e6HV1yBW2otrCO11eWUZra7uY7i6ztKa5vZWujjZc3bzEko70DKFkQ0GAf6h434tKi7C2MO8jKbvQ/gVDu7SsiMyMREL9wqnUqJkxc+55CSr7yzmRGI+lpRkyExNS0zNYuFRwKpldUqh3fvExi+6496K6XVIlBhHe3NJMW0crtrKh92e/GDFfeUEOnoM4S85WQzjHs8t/fgkcpDUlBCQEJAR+qwhIBvpv9WSlff2mEBAMQSHipLAfGB0Z7iYP7t7M4fhjPP/8axd8VEiVFNKuPfu1v6qorOSLbz6kvLKS6aFByOxlzFl4k9hO618vP46rYzAuXs4sW7SSjPQEarQq2hobuHpZb7qw8IG4dtMWbr7uWmpqanB0HB45U3FBLj2dHXgHho7o4/DEiWM4OTrh49traH/9xVssWHAdLu6eg2IhfIjGxuzmqrlLxBZTmSfiiJ49v2++sI9vfvySR+9/XNRJ2OOO3ZswNDKiQlNBVfFhnnhsDQknj9DS1IqLozvvv/8iY8ZMxFrhStKJNN5++3+iPMF5IUSsMzJTeePdt3F3dsPNzpbrli5Cpa1l8dKVQ6qH1mo02Ds4oK6owNfLg3+//W8WLl3FO++9xeoVM2hsaePqRbegCAjgs7dfwqjTCHMLC5JT0vnrk71p8+cbZRWVeLqdy8h9WveCvHRqq1S0NLUwY9GSPgMqdu9Oenq6xVZsviERuLp7ilgJjOHOjr3yGhsbxDktbR04nYqMbtm6Tuxp3lReiZ2LO5bWMuwcHcnJS2H67MVk5KRg0tGFm5c/NvJz2z8JZxG/YwsHY3bwt9c/FreUm3ZSrHXv6uxizrXXiz/7dt033HjdTWLEvK2tlS8++xh7aznX3Xq7aJyJ9/aTN7j5/qeG+7pd9vnVlWW4uHmRn5OBt18QdfpanByc2fDj54RHTcLYyICSomwUCjsmThpYunG6/3hQ1ARamurB0AQvdy+MDQ2Q2fVGqwUDXTi7n2Oc6bRaMtKTaWloxMXHG0srKxxs7cXsisGGwCIvOIqcnFzQadV0drTj4HKmzZlWq8befmBa+88Fv7mxEct+JS8/V95Qns8vKSLQ5+JlJGfLqqmpxsrKBktLq6Es0zenTqPB9tT7Jjhkm5vqxdZ4MpktlpaWw5IlTZYQkBCQEJAQGD0EJAN99LCUJEkIXDIEhI/a1x9/CE1bFx9898OIP5AP79tGVPR0FKciZsNR+HTf5LU/fIGjjTmH9+8lKHIsIeHjRdIigRX9i68+oLwwByu5BX/9638GjT4didtPT1c3M2cNTIUdjj4/d65A+GYl643sDjYEA134cD39sXq6xrOyUklm9kmOJyTz7F+fH/C4rk4jpvnuSzmAKjeDzz49KP5+w7pPKS+vo62+iqKaUv74h78zvh+zuDCnrq6OVbeuxC8wiI5WcFPY0tjVyh9//xABgRdnUheM/KVLl7Jnzx4wMmPntu/oMjSiTtvMzGkTePWNR1BYOfHYn14jPvEQL77yAjfd9HtsTK2wMIfQ8LGMiZpwXkeAEJEuLS8cQCgo6CwYdmWlRWK9c3lZEb5+QWhqKsXa2MO7N6Gwc0Mmk6PXaWlpbqanpxNza2smnGIMPw1ena6Wzq6uvt7Xao0GExNj5DYyYn/azKwVK9m2eS3mFuZi27aunh7Cwsedc3TCeb3z2j954PG/UF1aRH1TM+2tzUw55Vg5cmAH0+csHnDuRYXZNLW2sOGn7Vw9dx6ODq60tndi1NNESOhYju77iWnzl//cK3fJn88vycHfK4jsnHTCw3pJ2LRaDfv2bmTchGkEBUaIP9M3NJCZlYKzvQP+AaFiCvn/3n6ZJx5/boCOB37aiKWZKVMWLhN/npObRUhwGCpVRV/EXGhh19ragmDQBoX0yh9sCHclJycDmVyGUY+h6Bw7nnhUXCMy8sKZNP1lnu7KUK0sw8nN44LR9ItFji/5ofxKFhDuwI/rPqM6N5fwiPHMX92bhSMNCQEJAQkBCYHLj4BkoF9+zKUVJQRGhEBi7EEwNcPIyABPDy8cXNzFOmJDQ4MhkVilJ8Vx+HgCY8JDmDF7eOzqgvG9YePXGBm2MmniLDZ/9wl3Pfg81919K8vnLuKJx57gv288hbmFAmtzC6ZMm0dAaOSgxu/hw7uYPHnOJU9THRHQZz0kEJeVKquYOmlK32+Ej9nd+3cxecIU7O3tB/z80OF9TJ8yi283f469lQGREQvw9wtg/aa1vPrW6yisrXjigUfJKi7lyX5t4SorKynIPIGlszfvr/mENf97T8QvKzsLW4Vc7DU9lBEyZSa5x3vbhoWMn8Txg3uRn2I9Px6/G0PasFL4M3/RfBo0eiZHefPQn5+lvduY7IwUvL1D+d1dt5+zVGVlGXkFucyYNmdAvbiQ0q+r1eDi5omqugLPUwRuAkaFWenYyG1x7VePXq/T0dHRir3j4G34jp04QVdPNzMmT0GoX29pbMLeyVnMZrB1chAdK77ugaJzIG73Nlw9vfEPj6JaVUXcsRji4uN59MHHcbS358jBn1h0ivRN2NTuI58xd/LtA5wQJcV5Iru8rqmJiNAxuJ2K8hcWF9DR1U17TQVRU890DRjKOfwSc2o01Tg6uFBalIe5uQVG5paYm5lTWpxL4rG9zF64Gh9vf6oqSiguyUcudwJDCAuN4vM171KvruaaW+7G18ef2AO7ae2Aguw07v/Dn/qcgvkCr4KFJW4e3jQ01otdDTq7O7CVO57j2BHOJyXlOOPG9b47QlaOi6Mr5YV5aPUaLKxkWFrJMDcxpqO5FTffoUWPBWdORmo8IaHj2P/ZRyx/5EmsBol2V1cpcXE9E23vfy5fr3mfm+64b0iZKb/EeV7uNcsqypBby0SH2vkclxXKQtw9zi31udx6SutJCEgISAj81hGQDPTf+glL+xsRAgXFBdiYm+M8yIfdiISOwkMZaYm0NOiZeIooTIiOJZw8wdXzl1xU+rat31Cvq+eWOx666Nz+E+qqy8hITsLUzo4c5UkcZQH0dLQxMXoGzz7zEK+++gE/fPkfAsPGMW78bOydL9z/fN/+Xcybu2hEdeTDUnyUJgsRWYEITfhgrSgpwN0ngL+/8AyFFUWMCQnF0NiGPz3yR5Elu06rxsZGQY+RIcknjxEZGsmJ+IMYW9ny8n/fpK5OwzWzZ/PiK++Tk5+DQQ8EB/WSZP3vndeRWxryu3t+fu2zm08AN668lddff5aCgkLCwnp7YO/etYWFi1aIbM8rrprM4ZO5OFgZcdcdN3Pbw0+wY9sWLO3dWTJ3Fu5n3f0DMQewt1VQXlHGzGmzRGZtYRTmZ+PrH0xhYa5I+CXgJGRbHNm/QzTCw8eePzIqGG/5eRmYmVuJEfHTBkFufiFtdWqOH41l9Z33YGvb6wAR5icmH8PU1AQ3d28c7ZwoLc+kpbUJ8y4rdLo63Pz9cXI8w+4vPCM4lywsLPpug6a2Cge7M3OEFnXjIseJ3AD7Y3aKJRodXe34+wVzcN8ufL18MDA2okrXxITI8CvOmBPqkS0tetORzyZvO98rkJmViouzq8iV0NqkIys3m/Dw8YScin7/tOF77GQydHX1KKtKMcCYq5deg1dAoMgtUamqZPyYM+33BIwF5n5r6zOt7PqvezrzRviZwB+gqa2jsaWF9hY9Tk6ulJcVYtDdRXd7F+4+fmKt+1CHvk7Llu/XEBAezbTZ53ZbEO753r1bWLJk9VBFDnmeILtWW4Wzy9D1HbLwUZxYXlqMp3dv1wNpSAhICEgISAj8OhCQDPRfxzlJWp6FgFAP3P+je7QBys3LJOXAbuatvo3Cwkwx2nulDaH+2cFh6DXpwgd5S2s7zk7Dq/3+5oPX2bZ3GxOmzqEboX+1I06O7lx/7U1i3+j42J1oigoZe9USXFxdCQwMu9KgGhV9DsUepEGrZvm1Z5jkxfRuZTlKpRJrMwPGjJ/a10deqNf94NM38HH35eOv3qepoYGQiKm8+/q7fUbepu0bcXdzZ1zEeB579H4sbV158fnnRz2zQDB+TQyhslpNQ3MDvt5+opG+bOYEylsa2fzjNoICw9BotfzhiT/i7e7NrJkzWXJ1b6aFsM+9h/Zib2WJgYUFNdUVLFqwQvydkMVRq9Mgs7bpM9qFnxdkpeHg7IrC/vz3rbGxnpz0BJw9A/Bw9+oz0IvLlSjTU3AJDiXQ31+szU9OOMa23VtYeeOtuDu6iY6N4rRUIiZPoyg/C3WlUkyZb9Bq8Ai6eCnA6Qsh7GtfzCEiQ4Ioysuioame6OgZJGamY2zQw8TxU/lpy494+vgya8ZAFvtRuVQ/U0hqThrODs64ODgPS5IY2T4Rh7uPP4YmpmKU3cTYmO2bN2BmYUJDlYrlN9+BqXjW1Ti7uYkR9L271xMVNRUTc3Ps+tWMC4R0FqecBBdSJDczBU/fIHQ6DS2tzSjkDnR1touOq6DgSJqEum8rqyETswmp9YW5mYSPuXh6vEarwcH+0jK/D+sQpMkSAhICEgISAhICgyAgGejS1ZAQuAAC33/5HkHBUUyY0stufSUNwTASaqOH2tu3urqad99/mb/8+SVsTvU1vth+SvKz+HHt1wSGhxFz+CAaXY1I1tRjZsucGXPxdrFn467NdLd301Cv4Z//+DfOzm4XE/ur/H3Mni2kpafwhycG1pwLm7n+ttsZFx6AQVczRhYOPPXEnzm4ZS1bDu5Era5C39qN3MYMa3s3nnjgSUxNDPH1DaSgqJgXX/oPX6x5hyXX38b2dV8P+TyHA2L/O/LDho945eX3SU44yd6dW0jOyuGvT/6V9//9Lx564jl27drJlz/+iLW5gWiEPfOXZ8W+664uHmTn5+PsoMDJ1rGv/VRra7MYjRWioecbgvHVn2W9pCQfH5/AAVNPZibi7e6PUlmKvcJWnN/Q3IyzoyNqVSXr161BX6PBPSCI2297EHWNCrlMQcqxw5QX5TFn6XXY2NpTmJJEfWM9zi4euAcGcSR2t9g3XWA2D/I/13AXDFWhLl7fqKM4LY2I6Cm88/5/MTPvQWEtIzAgGP/gcXh4eJKenYq9wh63KySrRnAAxSYdZt7UM6SFzS0tmJmanpejoqKsiLSURCLCxtDZ3in2g7fz9MDl1PtaX1vL9u2badSquO+xp8XzEcoU9Opq7E6VVwg9ya2t5SPmwMhMPkGnYY9I6Obu4UNTczNdnR20dbTT1dIs8grIFLYi8aQwhF7oQp/2S83YPpx3qf9c4f7UVFWIdfC/9lGpqqC7sxuPC5BmCntMOnqIqInTRSejTqdFoThT4vNrx0DSX0JAQkBC4EpBQDLQr5STkPS4IhAQ2lLp9LUYm5jh4jS8qNTl3sCJhDgmTZw+pGW/fOcNUNjQ09PGXXf8cUjPnJ50mmRJiHh++/n7FFeV0d7YxkuvvUvs3s18s+UHTM3kIkv33Xc+gEVtDU6hUXj4/bpqFXNzMwkODh8UGwEHIV33bAbrxKQTJCSnMDYkgIRjB5i9aAWhoWN54s/3kZ6Ryjv/+xzBsJkyZTYFRYWE9IvwpqWloVAo8PI6f5qskJ5tbm4+rPM63+T+ad5WDq4EeDqRkpxCYVEOLY31IkP6F5+v4f4H/kjM0UNUKMuYMG4aKalZ/P7eu/hx8w8EBQQyddJ0Hnv8bp768wu4uw/U+UjiTmZELz5n+f79rAW2aX19PQH+QQPmCYZaraaS0ooKQgPDKK5UEh11hgBOr9Oxf/9WajW1+Pj7oaqowsXDixD/YDHiWlpSQEjkBBGrOo2a9MMxtJqDq7sPkWMmitkCgkFx9khOzaCrtY6UtGQCA4PRKZUYyKzYf+IAkyIm4eriSk9DE26+vrh7BvDNd1/x8IOP/ezzGA0B5dVluNi7DthXVZUSba2OiPBzydqE+3vyZBw2MjvUeYVMX7KckqJcfPyCaWttZe/G71mw6hbamhqR2fUaXQdj9iMzMWDCtHPTx0eyB8Hgb2xowMLSkpMpx9HUaAgPH4OjkzPlSiXmZsYYGRvT3d1De0sLRaX5BPsHizqOZORmphEcHjWSR4f8TEVxIe6nOkMM+aFf2cT+7TEryktE/oGhOoZ/ZVuV1JUQkBCQELgiEJAM9CviGCQlRguBodRgDrZWQXICW3f+gIXcHk8fP5YtO5PKPFr6XSo5333+Lrf87tx+3gnx+ykrKeKr9d9zzeJlXH/jfQOi5/v37mLeguERxjU0NmBibCIaqp+8/xz+vmOITU5ixux5mPYYsW/t5/zjnS8wvcR9ii8FliWF2fj499ZrD2X0priXUFlZRWhwKCcTYoFuarU65HbOPPPKszz24FNMnBBNgP/Pc1ioa2qwtLLEEIMRtUA6/UHt5OfFtu+/YuKk3pRtwWjKzk7i4ME4Fl29hH+8+jyP3/uI6IiRK1xZNHeOmOKek56CzNoauZOL2EO7/8jPzcDIwhQ/rzOGt/BRr1SW4dOvbVRJYQ5dhib4D2LQCI4EwZgWIqZC3X9mThYBvv7UVVdiaWvPycQ4EhJjmT55HuUVBdRraggMCiEgZBzWtrZ0dnSiLM0hNHKK+PzpIei/dfO3WBkYM3vpqj6jduPmL6lTa3B38WT6nEXU1WowNjYSo+qbdqzl2gWrMTYzFWuxT2TkoOhp4+4Hr5x2a0IUvVlIFT8Vcb5Qf+rMjCT8/EPFVPSzHRZ6rVZ8Xy0GIVoT/q62tLagOE87u6G8J2fPyczJEF4TutvbcXB0wNXdi8rKcszMLDAwMsTY0JjSwhyc3dypb9Dj5RUw4Dwvtma9XodslHQ9e62CjHQ8AgJHxXF2sX1cKb/X1dagsBteadSVorukh4SAhICEwK8RAclA/zWemqTzoAhs2LyFlSuWD7mGURC07uM3UTi54OIbQWTUmFGJDGRnpRAaNvYXO6ns1ASOph1n7Tef4uwWgHFPOx988MM5dfvCB35/Q2a4Cn/67ks4ufnh7ePHmPGTqdVUY2WjwMzs/FFfoWZUYJe+UsdgLZm0tRrMTM2xPsuAqVKW8uK/nsPczpawIB+mTV7AD5++iY3cEWtbBSlFOTjYedDWbsrrL77ws7ZdrVJhYmZK7MEtXLvyrhHJEmvRXRyZMT6CR2+7E3c/T8IiJhETv4f2NiOqq8qorNKhqq7ijZdfRa+vw8LKityMdDramvHx8sUrMITd29eL2QauHr6YW1iSX1xAkN/AtPXzKSjgW1pajIuL2wADRzAYhT7kMfu2c+JYLNesvpXgsChy0pJo7DKgIDMRW7kdWRmFzFswG1MzQ6xtFFhYKVCW5OLo5kWdSsWhowexd3blumtuOudeFxXlsnfnOlauvhsnZ3fWrfuG8uJc0Qi0ldly5OgeHnj4Wexs7bCxkYtOiRpNDWUlBairK8lOPUHE+CksWnLdiLC/VA8JetY31CGX9ZL2jWQ0NNQTnxjPrGmzL0s6uWDw5+WmIJc5YGTQg5mVDK1OKxIAtjU1Y2hiJkby7ewcyM1KQW5nT7WynFlzF5+3572wZ8EhVJSVjrWDA9oaFV4+/sjltiOBQ6yJ71+WIQhpbNCjLCzAxNhUTM3PPJnITfc/NCr/vxiRktJDEgISAhICEgK/WQQkA/03e7T/Pzc2kp63X37yFikpifzj1ffEnss/dwg6PPXk3bz+5meX9eNNMLaFtYXo45efv09yZg7dLVqRxOy//12D3xAMqOHufdPaL5k8Yy42VpZiDfCFRnZ+BqlHY7jpzoeHu8yozxdwOrhrM3MXrxRlX+jeCL8ryM3g+80beO4vz/edaWlZGVt2bCXS3Y1OM3O+37hOiEfjZdpNq4Eljzz5HC+9/jT+foE8+fg/Rn0PIxUYHB3B5ElBfPneBo4fi2XKtFksv2EJIUGhGBnJ2HFgJ3975GGWL19NakY8DfpaFi1YRUVVOc36eghDP3YAACAASURBVJxcXMnKTMbEyAytphJPT3/CzkPSVV6YD1Y2mHZ3gRHY2TlRXllOd3cXFmZmuLt5UVmlFGu6E0+ewNzUhML8dNr0bSxffQvGpqaUF+XS1NBMqbKMsIgIstPSMGjTY+4aQHuLFh+fAPwDwmloaMDKyorq0gKySgup1agwMLYhLNCPsWMniVDt2fIts69eLb4fAn/D25+/xfLZS4iLO4jc1gkXFweqygqxc3HG3y+CSiH92z+YtJw0TA17U6+ra+u45frbL+t7fb5z1tRqMDU2FTMBCkoK8HJ3H2CgNzU2YHVWlsNI78uleE54p1QqJQqFI4mJR3BxcaWrpQMTa2vx3PWaKrrbO8VuCOUaDXYKOVaGpjg5O2NpI0ehOL8zQihvaG1rx9X9TE14W1srugYdzg5nuks0Ngqs8wOzQC62z90bvyE4PJqinCwCI6Lo6uzCJ3hkqfen16pWlWNsZIJDP90upof0ewkBCQEJAQmB3z4CkoH+2z9jaYc/E4Et27cyY8r0Af2uf6bIS/J4QWY6Lzz5IA+/8CZTTvXsfued//KHPzx+SdYbitCtG79lzIRpeHv70trWiqmJ6bCyG4ayxkjmCLXkzz/9CP967X0x3ffgnh0sXHrNeUUJc5sb60nPTKVW18DSxcvEeTv27MDWRi4SqDU21dPQ2kZrcwO6Oi1Tp8wlI/UE5tYyrKyt8HZz5drrzu0tPhLdhWdq6+qwVShGZCgKxpEw+teQCh0BXnrjBeycnJg9eR4dtNOkKuea1XcgGDPx8YcICAgX09XVGiVGRiZi32shvd/Ha2Dv6s0/fsWK625DV1cjRjW7e3rIy0ll3PjpFBcViD3Guw16MDY2pbWxHp2+Dv+AMGp1WspyssQIqpufHwGn2n6pNRo2bt2A3KCT8VPm0NbegI3MHjMzU2pVlSTFx9JuISO7IovHbnqI9eu+QNegF40+tbaW8KhIhGbfFhbW2Ds4M23STDJysiguKWbhnPl89+1HqJRKIseOZ9GS1ZxMTSAt/hBW5pbI3Dw4dPQQSxcuQailr61rYtnildjZjTxaPdIz7/9cek4aAd4BIreBi8u5BGXJSccZP2HyaCw1IhkajYpuDHBycLrg85m56Rj0GJCXn83cGfNR11SSL9Q4O7tgZGCMYWcH9o6uYpZDXmYaXfTg7OGN3Vnp6wJHwfHjMXh7+2NqYiK2/ROGXq8j7vghFi+4ZkTviiAjMzUeH/9wNJWVlBRkM2vxNRzevoXoOfOwsjpj5FcrS3B09bwogZ7w/iXFHKSno52JwywvEvRpbmjAcogknyM6POkhCQEJAQkBCYFfHAHJQP/Fj0BSQELg0iEgpBMLxvFwRlZ2NmGhQ6/DFmQLRmxM3EHmzJw3nKWuqLkXaxX1/EsvMGXSRK6ev5i8rBSCwsZy14N3EOjsgMxKhq61i2tXrqKgJB9ne2cOx+ymXqPCNyicbiNzBIK0557+56jsOTs/T2Q7d3Icfl2otq4Ge9ve5/703GMoFIbUa42YHD2VmgYVbjILSktLuWr6fLS1auYu6s0yEEZ9va6PYbu8rARDsbd1B3aOjsjlCrJTkmjo7MLPxwtLS2vxX12Nmh4DA0pL8zE3MaOjpwsnFw/RWdPZ2kpTewu+/VjdczNOYmJhQVtXN3V5WSjcvajv6KK9WcfM2VeTk3qcgPAJFKSfJDYpjoCAYNo7e4gaM5bm+iaUhbnU1muxsrbkeEYG82fMpVlXT0FFESuWriY3LQ59XQ2zFt3C1r37yT6xneDw8cxdsILWWg0VlYV0dJth2N1G5MQ57N+1hQ4jcLezxcjUhnnzF43KGf4cIULpgcB0ftrJUlhSgKO9EzIbGZmZqSLx2uUeguFZUVqIh08ApcV5ePsOJAI8nz6FJYW0NDeikMloaWoSyeCam5spKSnAzdWN8tICnF29hHJ1TA2NsHdyITMnjTER4weIS4w9QPTMuWSlncTT108sUTg98goKcHNxGrRP+4Vwqq4oprygCFV1BXK5nNYWwTnkgIm1Fc6uHnh4DfzbqqmuxsHlTKR+MNkxa78mX1XOPY8+PWTHgYBvSV4WRSmpzLvxlst9vNJ6EgISAhICEgKXEQHJQL+MYEtLSQhcbgROppwgPGzskOvMhf7yR+P3MXbsdOxthx4lrCorwkphj0x25sP4cu91OOvt3b2NBYt6I+HCEKLoG9Z+xE23n0u0119uTOxBtmxdh1F7M8bG5liZWqDDDE8fW1Sltfg42+DtE4ihzIJGlZb4hBM42ttiIrPFzsGFJQuXYG935fRiPhi3k8PHD3D7dQ9RXl5A9Php1GpVxBzcwcRpV3Hy6AFuuvNREQLBCWNoKJjkvUPoePDBa88gEA1OGj+Rh559lbb2NuS2dmJv69bmFur0OoKCwnjunuuxUSiYs3wVxjI5RgYQEj6uz2jKSUkgZOxEUW5G8gkcXNzIys8iNChUjBCnn4hF5uxOj4FQa9xNR0MtOo2GHlNTslLjsZA7MHniNNS6erp7OijKTGHyjDkknUzE0cmXiEBfbB1dUJYXsOadp3ny759hYmrGe5/+F0eFjObGRhztnHDx8KS7tY2SihK62ruYPedqvtv0JTX1LSyeOYsVy24ezjW7JHMF4zwt/QTePiGYm5qJrclcnc+0uEtLiMPY2pqw0MtvpKelJxMV2Ws8n31fzgZDKDMoq1BibWFCe3MLxqbmmFpakpaZhFxmi0FnFwkpCSxZuAJPTx+EPuZGxkYXjcqfvU5/BvLhHoiqSkl5fi6qqlKMTSyInjmHjd9/hlmPGdPnL8A/PIoNX33KzPmLMTU1RjHMfvTD0efQvm10tQlOo+k4OV3cCTAc2dJcCQEJAQkBCYErCwHJQL+yzkPS5leIQLmyDE+P87fJutzbORkfw7gpvezcorGTeRJDDAkbYkQtv7iYOo2KSROnDEt1IeqVeuIIU69aOKznfonJGo2GZYuj+PabXfgHD70F05Yt63nv07epre8m3NeWtg5j5oRFUqnT4hoUwb6YXTzx8J84kZBAe3cnob5+ZJUUo8zJpK61hbvveIg5c0anXVV/3IS2VXfdcwN/ePAPzJ6z5IKQHjlyhBkzZvQZUO+9/A/K01N45M23+PMzfyUsyIN777qfHzb8yKpVd5KYdJxV16yiMC+Ttq7Oc4y+TT98ydqP3yZ60kzUVUVMW7CMlbfe3ye/pCQPH58g/vX47RSkJtDZDjIPX7Fl28rfPYRfYJg4d++G7wifNBU3T1+2fv0pchdnAiMniIZn3Kb1eIaGU5yfjm9QMC6+YWId+UefvM/06dMxt7Qj8chWypXFePr6M33cbOpbW1BWKunq7oaeTpYsvZ56vYbsjETcvMOQW1vx2Uev0lDXjomdGe7OPnR1dVCuLGLpNXfw7Y9fcfv1d7Jtx2YKKkowNbXg439/9Etc1wFr6ut19Iit/kzYf3g31y5dfV6dRsLFMdqbq9PVoiwrxt7RhYLiQmhrIiRsDE6n+q4LOmq1NbQ0NWIjt0NVXUpbRydBgeFibX3/dobC3CNx+7GR2eLvKzCoW4glBwKJ3MWGuqYKJ8czDoyLzT/798LaGnU1qooywsdNYsuPn+PtF8a4CVP4ccM3eNjaY2ZhhZm1Ne6ePsgHqY8f7rr954st8hJi8fIPFR18Uouzn4Om9KyEgISAhMCVj4BkoF/5ZyRpKCFwWRCoVldzICaGG1auEhm1RzKEaFVJeSUBvleGw+J8e7j22lk0aEqxs3Nm/dYTF9ym0KLunY/e5OGHnsLH04eaGjVOLp7ce/8dmFkaEmhni4mlLV9v+REzmRULZy3EVi4nv6CUcWMiSMrOEmuZb1yxnKjIM329L7RoWXk5+UWlzJvda0gPZbzw5r+oK8vmltsfZtLE6eIjIrt3fS1yeS95n/DfQgR86crbeOj3N/LJp6+zaNZCHO3sWXXrgwgtzmJjvid87BxSUuOYOXUZr7/zP+684TY01SX4B4Xh6ORKc0sz+UV5jAkfS0bSCSpKSjG3tGLK3HmDMoBraqqpq6kiOy0Bva6BhNjdPPmvd/HyC+Lg/l3MmDWP4vwsgsLGkBYfJzJx+wUEizo31ddjLe/NzCgryeeFV17htmuXYOvqQ35uKs0dJoT5ubHrx28Ij57GnIUrySnMYcqkGeQX5iG0dlu46BoK81LxC+x1yGzd+DXzFq7kw/fewMAIFi9bRVtHFwVlGaiV1XR2tGNtZka3iQxLo04WLLl+2JHboZzbUOYIhi493ShVVcis5LS3t2Fra4uDnQNCd4HLkZFRXy+k1A/OiF5aXoK3p0/fdsR0d2WxGBlXV6tw8/ZGWVmGaY8BUROniRk9Qiu0nNx0FDYybOycBmQBDIaLIFfAo7urE4dLGK3uv77AOP/1/15mytXL8fD2oyw/G0/fAPJzsjGztsLGzAwTcwssrGWYmZsPSK8fyvkOZU6dvg56urBVXNwhMRR50hwJAQkBCQEJgSsbAclAv7LPR9LuV4JARvwRPILDsbSyYs9P37Ns1Z1sWP8ZVjIHrl604lexi5gje8kvKuHg0QSeffwxQoN7o5u/tXHvnQs5npyIl4sb2/aknzcaJaRvHzl8kNKcFPbE7uWOex7hmmU3iFB8+OkXJKQfEXJ4uXb+PD78/jvk5tbYKRT4uHvj7unB3thYxgd6cOvv/iC2B7vUQzBcPv/8bb5e9zmfvL8OmpqIj99PyJgQoif1pvLX6nVkZJ1g7vK7ObZrLQYGPURFTmbz5ncZN3YOgUHj0NVV8MP6L1i+4lbMzcwpyD2Ou9c4lKWl2Dk5EuAXLOJ1OkJbUVqEk5sn1aWlmMllODmeSwp28PBhHOSW6Bv1zJg+r7en+skkLGxs0DR3knhkNw88/Cd2b/mWRdfcyvGD+7B39yAgKOQc2Pbu+4ljiclcv3yFGIk9cmgHmCpYvuwaPvvoZbwDxoms7evWfoqbmyczZi3A0dFZZHnPyk5j8qTp/OPFfxDk509Tg5LOhhaR7TwqYiLajhbmXnU1x2L30drWRn1NJVXVVdxy96PIFSNr1zVa5y7wI3R0dmCAIcXKEsICQ0Un2mBp5HV1WowMDZD1u3vammoxmj3cUaOuorwon3GTZw4auc3PScfAxBQfb39Rr4ysVCory3B39aKrswOZTIbAfSCT2+Pk6EJJaQFjIqOprK7CzWXk0e3TeykpyRf7nuv0tfj5/Dxm9YZ6vVj7HhAc2VcapNNp0KrU5BZmMXfuMhJ2b8c9KJiqWjUmnYa4+3jj6Oouzlerq3j9zZdFx1Zk9KUh6hMcoaWF2fgHCwSI0pAQkBCQEJAQ+K0hIBnov7UTlfbziyDw738/Q6eBEU88+ve+6PMvlWZ6YMs65l7Ta0wOZ/TX98CeH0k6mcmf//L8cERc9rn1DY3IbKyHtW5VZSkffvQGL7zw7qDPPfrnPzImJITdO9YxOSSKJ156a8BcITVXIKK64947qdSUMWfKLCZPmywwprFkyQ3s3L1NJLtatfKGPmO2rq6Ot998luf+9c4lYbJfv3UbUyZEceDzT2lsaUZj1M7yqxYxfu7SPt3f+uhZDAw78XAKwrI7naCwJfgEzhP1KSjOIcA3hPiEOPILC7n9pjtIOL4BP//pNDY04u0bMACDxno9mUnxyB1dRAPM7SzCrNOTf/ppPXbWCipV1Vx/0+2cOHoIZVkhDu7ezJg+F6E9oLm54AzIoLOnm7STxxkfPV2s5c/NSAZjYyIiJwxYOyHxMJ3dxuRlJ3DnnX+ktk7LwX07qG9sprmhBhtHR8x6ehA4FVbfdC8/fPMJk2fMo7W5kf3797Ns8SJKSktpbWtBW9eArcyCKmUJj/zpBRGLisoKmpuaRLZ2e/srI2opGLyurp7inoyMDDEzMx/0/gqdBSwsrfHw8BbnxB3Zh4uzB/6BA50eOp0WGxsFel0tdvbnEg7mFmTT3d5BR0szKnUFCxavOu+aWo2KkuI85Db2uHi4I5SRCHwUmenJIrO6TqvBxNwce0dHSkuKMMCA6Em9mR4/dwjRe4Et3sLC8ueKEp9vqNex9odPcFMoUDi4EDVhJhkpyeRkp6JtbuD6ZTfg4u5FW0cbZuaW5OXnoFGWMmHKTGSnHDmCQ0VTXYmLh7eYrn8phqZGTUdnO66u57L4X4r1JJkSAhICEgISApcPAclAv3xYSytJCFwWBGIO7hLJrYYzNmz6ji/XbmZc5FgcLDup1tVhZubA3595ZjhiLutcwVARapH7E5f1V0Aw/P792jN0lCsJmTSVG+7tJTsTxsWcJ7u2rkdmZkGHpRmzZy44776EqOyarz4kK7eA8IAgHnrw0QEf42s+ewNnZz9MDDrx8Q0jZvNaHJ2dWXn3GT1GCzDBGXAo9jDG5h1s/3ANLnJrSpoa2Zeaydfvf8S0GXPR1VWyftsOMtKTcQ8N5PqZU/jx+/+QkqPhhRfeRlOnJSp8Alu3/cTRQzt4+/1vxDpfwRHR1dVF7P5dzF6wZEAUVSDXK8xKxz8sclBDpKy0CE8vX5KOHyZ6ymyOxu7B192bI0knuP7621FrqnG0dxblpmadxEYuw8/dn6N7dtNs2AOdLcy/+gyTvKBL/NGDGFjYYdTThszclLxSJamJh/D3CcPb3QUndz82bvqc61bfSXtXB+s3b+XuW+7Ey9uH/771EnIbBTVaNQvmXY1eW0NWwjFu+v0TrP3uY0LCJzJv7oIrts43JycZNzdvZLLe0oXaWs15a7GrVRUYGZliY21NenoypiZGjBl7hltCaG8nnI2rozOO5zHyKirKUCjsSU+Px9nBnepqJR0dbcy8auAdEHRISjyGsakJTk5uomMgPTOJSeOnkpGWiKmVNWZGRrh7+HLy6GE8AoPw8vIbkZPqfC0ChTs4mkbwoT0/4eUXSHphJh5yOwy6DEhJSWDc+GgwMmLcpFnnvLaFBdn4+gWPaE8j/RuQmnqcqtIyZsxegPVZbedGKlN6TkJAQkBCQELgykBAMtCvjHOQtLgCEBBqDUUyophdzF907RWg0chUEHr/Ci2vhjNeePnvtDa38fK/XuW7tZ8xfeo8fHzO1JQOR5aAo16vx8npwj2QhyNzuHOFCJ69vT1v/+cFPO0ccXH3ZtrCM6ztF5InpI9u2rOb1YvPNUTONuyFff733Tf4+9P/7Ps4T83IwtvTncefvJV77vsr+/buxLpVz6HUVN5662v8fUeG64V0FqLzGblZHNi+iaKCPMKmT8fU0JrtO35iz9Ydom7K8kzWr/+apLx88lUl0G7G4/c8SHFmHH4hY7nx+geo0VTzt1f+RnlWHju2H2bX/u1MnjCdivIirMwsaOloxsTUEldXd7GF2lC5CgRM89ISaTAwpaGqDAtrGxycnAkOiaA8Ox3P0Ejx3RNI0GrVKqpy84ietwAzC4u+bZcUZNHR1oGti5vYa15ow7Zxx0ZkJsbI5bbcedv9olEtRC9Li3KxUjhQlJWCqroSjI1obNKxeMn1fL/xWzqbGlGWl3HrXQ8xacJUtJoaNm78jqlTZ9DW1ERedjK33P34cK/diOY3NNRjYyMb8rOCQZqUdBS53I7Q0EgSk+OIHn9uNLqluZmNP6xh5Y2/E7kT9PV6kT/AVmGPs5MTCoUdKpVKzBKoqCwT09NPD+EcBL20tTWYmxljb+tGfHIcDnI7Wup1zJizWEyvFxxkxSWFYjTfsKcbba0WJ1dXzE3N6WxvQ1lRDp1dGJqZ0dxQy9gJM9BqVeft3V5frxfvk6Wl1aBYCFwGpqZmyOQDSw4SU09SUFrCTSvOOHKGDOh5Jh45tp/Gtha6OrtpKMrHxTeIZr2eJatvu6hYlaoSJyfXS+rgqa/T8t33H7P6xntxOE/mw0WVlCZICEgISAhICFzRCEgG+hV9PJJylwuBWo2K3IwU9mxaz9U33UZ1QSHX3H7PqC6vLikm/uAeVvzu96Mq92xhLS1NHN73E4uW33RJ1xlMeHFxMb6+vtQLhoe1zSX9UL3QBpXK0r4U3wvN279vK/PmX5wn4KtvPsLQwJzbbr2zT9yzz/+NwMBg7rztzM9+2rGGgMBJhAZG8vGHr9HUYkl+aToVtUrW/PszHEZQBzzUgxSMt62b36NI3cLJrRuImHAVy1euFFszCeNkZjK7d2wlq+AkB46dICAymttXLeee63qZ1z//6jWsbJ34ae1GvvpmK2u+fI/5c1fQ3daEb0AIMTF7mThpOmXFeWzetJ5Zs+Yyfdb8oarXNy+vMFc0pKPCx6IuLcLZx5/4Q3voaO/AycUNd79AjAwNMTUzo6mxHksrG3Zt/Z6eni6WXHs7xUXZ2MjtiYs/LJKLTYqeLhr4goGnVlfi6OjKui8+Qq+pw8TahPCoKCZNX0jiiUOYWMg4uOMHgsdNoqHdEA+FNV1CVkVdE3UNNajL87npwadFxvDRHs3NjcQnpjB31oUJALPzUzEztsLBzv4cY1TYp0pVRW5BDo4KBV4+gVhb29DQoBPT1fuP/g6lI8disbawICQkgpqqCjp6OsUyDKF2WyG37etv39hYj16npVpdg4GhAXYKOUWFudjaOxEZMQF1ZTlFeVmi0W0rMJibmGFkaoaJsRFunj6oqyspKcmlQa/H3sVDjNJHhI2hqUlP5JhJCA48wbA/e8TE7mHm9PmiM2nLui9YsHQ1lla95SvJKQk01NXiZGNL0LgJAxjehd8LRr+9vfOoHpeQqVFbU03y8SNodCocrexxCQgkcszEC/5Na21tEVnmL+UQnCPlJYV4+wVeymUk2RICEgISAhICvxACkoH+CwEvLXtlIXDkwDY+/+xzujr0REZEcd/Dz1JVVU7wENuTDWU3b73yFA4egdx6+31Dmf6rnbP2x/XctPp6kZhL+Ni2sho8InYlbLJeV9dXO3ohfU4TchWVFOHn44dgyOzeu51VK3t7YwvG0MadP6CvKWf+/FW895/nqNPosLaUkZKdTGjIZN778KtLsmXB6KmuKcDbI5zDO9ex5YevSctI5b77/oS9vRNH8o/x/NPv9K393LN/YvJVs3jz7ReYNGYMD933DzzdPVm/5RM6mgxY+8M6Vl53NTOmLqFJr8FGYKi2kYtEX/6+QQjR2cTjcSy79lyug9SUE2i11cydd8bpIURk25ubkNs5ikRaDY31FBYVYGFuRnBQuKhXesJRMDIW70tHRzutPZ20t7VQU61mybLVxMbux9TAiMbWOrpbOwmInICLk6to7L376YuEBEzG08Ob0KAQSsuKSEk5Rl15GW3tnSxeeaNYL6/U6fHy8uLgoe3ceO0dpCQfI3T8VEry0ulo1BERPRNTc3PCw6NH9ZzqG/Ro1UrK1bW0tnazcM6ZVojnW6i8ogQPN2/REBScLkVFuQQHR/RN1WlU1OpqsbaxQWHrRHpKAhFjogdl0T/9oHCHU1KO4+nuQ22tGgNTMwyMjAn0CeDwwe0EhY+js6ODns5OdLo6bO0d6KYHLw/fPsO6MDcDtUaNjZUNMls7vLz9xRKI0vwcujHAztERWzsHKsqKUNeqkdnYUVFVwawZcy7qrDtfCnt/fE7s20NFcREr73vgHNj0Wi1y+960/9EYytJCslKT6DFox8HRDUtTS6rq1DjZu9Lc2sKkKeemuo/GuheTIWSjCI4emWx4WVIXkyv9XkJAQkBCQELgykFAMtCvnLOQNPmFERBqloVaxtM9ZoX/FoyJ0Rg7t/1ATk4Ojz7+7DnRn9GQfyXJeO7lF/jrH5+84g3zS4GZ8PGsratj9e3zUFU34OLmRXi4O63Kej79ZsslO3vBsFm/5QNuuPYhcVvX37wMfU4ifkFjKSwp4957HuTG+//Qt+XThpC6ppr0E9/i7DGfHtrw8PQnMSmO979ew+dvfSb2dBZSndVVStq6OvD09CUvO43Ozi5Kigq4eRBnk8CCX1JeSETomEFhPrtcQCAZK68oRWYlo6C8lED/AMxMLWnQa5Ep7MjLS8dO4Uxnsx47mT09BgYERo4XCeYyszOorFZy1Yx5xB47THdTPZ6uvjQ0ajGyMGf/gd3Q3sjUmQvYEbMXV4UNje3djIuYRHVZIT6+Acycu+SS1BDnpSWxc9dPdJkZ4u/ly4prb7uooTqcu1kjZAw4uQ35EcGYPplwDGd3d3IyUpk47SoUcoVYp24rtxV7eSenHicsKIrSwjwMTY3JL8imByPCQqPw8fFDWVpMUWkOXt5BtDfo6ezsxtnDU2zD138U5GViYm6FqbERrm6eg+ooOCFOJsbhFxzJsRNxLFu0nNycVHx8Q8Tz3fjTBjFLwsPVhdaWFsz7lT6cFrprw/c0NtWz+o7RyVDKy06loVZLek4GTp5eWBkYoywvwcM/AH21iqWrb7uk73NpcT4KOwf0tbV4+/USNNaoKpEp7C/qiBnyZZAmSghICEgISAhckQhIBvoVeSySUr8lBCrKSygtLWDi5NmjSmY0Eoxid29i5qKfV6cppMVaWg7OmHww9hBXzZg9qkbISPb6SzxTr9dz/4PX0NmhR97jzIaDh1h12y1MjpjA/fc9PGoqCY4AIZ373fffocvIgAd/dz8ffPIi1628DQ/XQH7atwV1ZgHawjhqOg156X/fDfpRLxjTj//+Zl77z6ccORGDg4MD2no1pUoV99xyP0cP7cQ/MJyGliZcXD2o06r47qs1rL7xdiKiBrKrV1WWUaNWY25hDt0QFHom6tt/8/955xUmjJ/N7OnTxB8XFxdg3N4OlpZ0tDXj6x9KdlYaSalHsTS3Rq+pInrqXGpUatKPx/DHv71KWuJR/MPGYH0qDXrn7i1kZqTQbCrnL/c/KO53/Zp3aTA2Ydq0GaSkp3Djylt47oVH6eo2IsDDiwWLrxOj7qedcqN2QIDQ6qxeV8uew/sZFxJCi76R2s5WLM0tmTF1Dhb9jEwhZd3Z2ZWcnEycnd3EPucXGvU6La3Npt4xuAAAIABJREFUzWBsIkb8FcOMphaUFKPTVDJhwjRx79WV5RSUFtDT2UFwyFhUNRVYGphgbSuns7UDbX0dBh2tYis1Y2NTrKxk5BRkiQ4oU0Po7ugSWdoDAnpZ4gXnS4Neh6GxIdbWcsrLikWiwMFGQV4W5mYW2Do60drSRPKJI0yeNk/sK346HV5wLBgZGV0QF6EEY/bsgaSOQ3nufEIz42IJnz5T/JXwvq379hOCQ6JQ2NvT3taMu5c/Mhv5BfUZLr+AIKy1tZnGhnqxFEbIeEg4EcPkKXPQqKuorqwgYuzoZneM5p2XZEkISAhICEgIjA4CkoE+OjhKUiQELohATY0Ka2vZgI/y0w+kHIth7NQLp7yOFrzHj8cwefLlWau/znmFRQT6+V4SQ2gwbISP6sZGvchEfalGtUqNi/MZMryCwmze++Kf+HmG0dncTkJSKoam8M2arX0qCIRuFzPATk/W6XQoFGdSWYVIo1A6EBt/gmuWXE2dTsvzz9zHgiW3snD+Usoq01FWFhAZsoB3338Vb08XXORN6HQt3Py7VwfAEBt3mJzsDO679yGystJEwjHBWDtyNAZLczNqm3QEuPlQU1NFU1MDRsam2Ds54+TkSU9XxznRUkG40HpNo6qi01DoONdG2Hki6NXVFdRqtbS3NlHbUIuFuSUKhQM2xma4+wf23RGdXkdjg44KVQXRY6eI0e2zDemsvAJKSopZsnABTU2NWFlZiz3MzU/VOK9d+zl2HmG0NumYO32q+A6WFOdiYmKGu4cPObnphFyCXtLFBTlkZmfS0dEkpndbmFszc+osMk8eR9NSh8xKzo03n0nTTjp5AgcHJ6wsrETnhrWVzQWvbHlJHvVCTbanL44OZ2qvBWO0ta0VqwsQrZ0WXK1W4eLU+6yQLSQQz1layjA1M6ezsw0/7wA0Nb217jJLC8ZPmk1uejKu3v5kpiUSGBCKja0tDfpaOts7MTAyEonh6ht1GGCEXl3FjIW9ZQ5JKcdFPggXx3N7nuv1dcQd2MnEmfPZFbOH6eMnUlVVgaPcjg1bv+Mvf3n1Z2U2HN68npnXrB7y3x7BsSIQINYqy3D1H1jjLRjL7h5+Ynp5R3s7aQlxjBk3CYXT8PvLD3bAbW2tGBr2OiL27tzAhEkz0elqCQ6Rep5fqr/jklwJAQkBCYErDQHJQL/STkTS5/8dAqPdJui3AuDZxulw93XiWBy+QUE4XgaW49PlEELkcOuOLzEw6KGppZkJ468SmbPHhk3sUz87L4/QoKDhbmfA/NOROSHCJtSfC6UZgg4CU3du8f+xdxbQVVzr2/9FTvzE3d2VEEKCu7sVqACFupfavdQoVUqNUoMqlCItXlwTLMTd3V3PiSffmqHQ0kIJFHrb/zd7LRYLzp539n5mz1nnteeJZNjAOZy9EImjtSOp8Zvx9RuJtdMA0UZZaQGqMm2ORx6krKiM6VOmk56RxOhRU0nNSuG+Z55i62dfY25mgYFcTmVlBaamZmKfsZAV7e7tFlmqfztyCwrIz88kOKAfuZmZ6Onp4ukXJJKQCZnisoJ8bJycRRtt7R3o6mjz/XcfIje2wtunPyX5KQwfOZWsvAwO7tmJpZUlQ4aMFrWtM1Ni6ejool1NFVtbJ7KKM1GgYPbg2ZczqteS2rsayElJsRRlpDJg+Dgy0hIYOnzcX3oWwsUFGcnYuXlTUVZIbNw5AvoN5/TJfbh5enLm/AnCwyZQlJ6IlYMT9o4u7Nn3A+NGTsbN89cWgNTECzi7+15Tz7utrU0s976VIzM3i+q8NFy8+2NlY0tNZQW11RXYObtRmp+NwKweHDaM3MxUOnq66ersRkdLRmdXtyinZmBkjK6OnpgxT4uPIj0rCR+/ULRlMtx8Arhw+gT+/cPo6Gi7as+0oL++b+s3DBo5kfzUFLSsLXG0c+Hoif0oFS3ct/SxPjvWfxUXIagiECFeS7buavaF7+7qojysXTz6dPvfftcL78Klc/vbwFNFdTntLc04OLmTJrSTtLfi5iGci382l0efAJAmSQhICEgISAj0CQHJQe8TTNIkCQEJgeshIPRMqgD2TreGWfivcgBs372N0cPGYGR469m4v//+OyZPnoaBwcUS19TsBJGV3M7ambyCVF56cxUJ8QVkxMRhYnzr7i84Qt9t/RRjfV22bd6Pup4axpq6zJo/gT379pOeU8ozTz2Au3Mw5qa2nDq3n+ORx3jp6XdEZ7aurpqf9+9CpqVJZ1s7evr6WJiao1Q2k5WTA7Ie1LrUmTlzAfr6+mRmpdBQW4upqSU1NZVoqqtj5+iKta39FcehpqaCC+ciCBs0isqyQrR19CkuysHGxJTq6lpshWucXaiorhP/BHq7sn3H19RX1onl7Cb6BqSlJjNl9nzKKopEFmyBJO3wkV201FaTW1XLyJCBDBx6DU36hnrKszKpLSvBwMIS77BfWdKFIMFPmz9n/NT5FBTm0tndjqGuCY4ubsTFnkVdW46Job6YEb7ZITyXU6cOkpuZxNSZ95CUkkR0zFnaGyqxcrQnKauYGePGodLTQ31jPQbmNowedmOBgdgLZ/D0DexTdvxG9vHtN2vp5xOIX8gQBO1zXV05NbWVyHX0KC0qIDAknLzCbLH329baHqVSQXu7krZmJWbWNqirq4lVKuWFhVQ3VGJsaIqtgzO19bWo9qqItjp6wMfjj/jmZKbQ0daOvZMrTU31aOsaIJfL2brzexbO+VUZ4Ub2cy1H+pIs3LVsCc+wtroS099kw3/Pk3Aj66ipq6FVqRBbKIQhVHicPvwz42bME/8tBO4ElnhFUzMevr8Gan5LlJeaFI23X/+/LUhxI/uT5koISAhICEgI3D4EJAf99mErWb7FCAg/sIRMw+3oF73FS/1HmasqKSY7NYZB1+k9371rI05OHvgHXMy03sgQflRu/GwNcxc/8ocs35fffcz82Yv/VN/4aveqq6sTNZpvxdi87WvkugZMmTTzVpj7g42SwkI2fvEF1W0tGKlpsXb1O3iOnU3Eoe239H4FhXmcT4ggxNuNNZ++wx3T78fewYt1G9aSX5zLh298SlNLPcWVcQwNmS06ug8/PoP7ljyCkZEzmZmJFJSUMXbkOFFH+1TEYVoVLVhZWtLQpsTbI4gtP25k5MChrPpoLXdMnk7ogAC6erqxNLdDV64vPt/fv4NNTQ1ihlR4RwuyUpAbmdIkkLvpGdNUV4PLbxyQrMwUistLqCwswtLGjsraWnq6lSJTdndXO+aWVqJkVmdHNxFRJwl090VuZIybs/s1S52LM9OoqazEN2wwba1K5Pq/9gYLZ1NwjoQAhVA6fKmn+b03XmDk2GmcSUnBVF8HbydX2puasHbzwPp3hGZl5SVYW9le9VlWVVWwfdf3uDu4Eh99hn4DBhObGouOpgEdzVV4efqiITdBW1sPGxsbHO2dL9upqypDU1tPxPV6o76uhqq6GjTU1HD6XRAsLTONisoSRg4de1Uz1TVVmJn+2orx20lCAEOowBDwOX/+BGFhIxHKrAUG/YryUrp7utDVM6S2oRpjY3ORgb+nowMTIzM6ezrQ09XH9Jcye8EhRaCTU9e4gmBTCF4J1RC/H8KzEdpQBHm4bzZ9wz0L77np7/fcrBQ6Orvw8PInOjpSbOUR+rblBsakpSTQ3N7K0PDh14S5traasvx8/Ppf/P4TKlN+2PQxi+59+nqP5qqfC3JrF04fRlVNE1d3b9o7u8jMTmPsmMmX59fXV2NkZHZT9qWLJAQkBCQEJAT+7yIgOej/d5/t/7mdlZUJ+sZm/3OitX8bsG+9/ATBAaGMmXlRDuz3Q+jVPrprM8ciDvPGmq+pr63BxMxcLEfuK4t9eUUFjdVlePr1+4P9orJcLExs/6fMw+1tbfT09l6VA+CvPM/zcXEE+/ldcSaFUmRBpkpb76KG860cb338Ij7u/jS2tNBSVo1/YCiffbeW1s4uvl73vdgD/vBTS3j+2Zfp6KgkPGSa2EccE3NWdIKEft/gfqEiuZfgHG3auAFHBztQuag5bqCvz/mzkaSmJvDW6vXXJeW6msN1qYz3WoG0oqICBIZs2jupVDSBigaWFpaMGnFtPfWKUsGZvzJrL9z74N7tuHn6oKWnL+qflxXloWxpJTR8OGWlRWTkZNDdoWTxksfpaGsjI+4CKoYGYpY38sgeFix+mANH9mCqZ4CNta1IghZ/+hgT5y4irzAPfR2dP9WtF8jPLiReICE5lYVzFqBoaiA/PxdjgWivoYmGinyq6+sZNHAE7p4eWFldzKZeGn3N0Aq8A+3trWKfenJSLH6/I+e7njxZRXmxGJwwt/hztnelQkFueiJ2bl6iNnptTSU5Bbm4urrT29VNYV4OiqZ6Bo+ciFCe3trZibXFxXaH3NQUVDTVMDYyJz0lBr/giz3/l4ZARtjY3IyN1cX5+dnpOLn9Mate31Anfm5keGPBueS4GFpaG9HU1MbV1YuOrk6RqK+iphJZZxc96uq0Nzfh7OYlBhSyYy8Q+JszJ8wVdN0vDaE8P3DAoD5/B/7+XRCk0FRU1MSKAxMT05v6GigvKcTqlwz8TRmQLpIQkBCQEJAQ+FciIDno/8rHJi3634yAkJm5lMX7O/YhSAMJGUUDg2uXWiefP4mekRmxybGMGTWZzRvXcccdSzAyt+nTErOys3Fzdb3p7FefbiJNEp3qAyd2E+AVhM0vzt4PO7ag0isjLCSYDd+v4aEl/xHlsg6diaBH2UpGTjbDBgSSmpaCk4MzQ4ePF52Gc5GHULR1Ymtrz/ZdWxk3Zjytyk6mTJ7xl0i5hMcklNIbG/8xMyhk2L/4bDXWNvY4uXpjY2GF3MDopoJuQkn0l+vfIbT/MNR0dPFw8xUJyg4f+AljXUNcfEOIPH2QgpREFi9bjqGJEYVlRaRnxOMfEE56egIOto707xdKYmIcPr6BHDpwEH0dyCwrIywknO72FrRUZVyIimDhvU+JzPmX+sCFQMTaj18hwNMfNUMrjp/Yz/QJU2lobOJ89Bl6O5Ui0VpxYSEWpsaMmboAa0tbzsUkEtb/2vJzVzvm0dHR+Pr6iFlo4QwI7R+36ztECMwdPbaHQL9gSkuKMDGzEAn/BHI0oUXA08OH48d+ZviICaSnxOEXeDHjXFKch42tE+eiTmEiN8DBxUvEqrK6Bguziw5q5JmzBAb4I/9N8EpwyG/UGb8aRsLziIs9jYdnADnpyRibWYgkioLygHDeBdo1gXn93JH9aKtrEjB0OFp/okYhfd1ICEgISAhICEgI/K8QkBz0/xXy0n3/MQiUV5RjZflHduF/zAL/4kKEjJuPb1CfnC6BLdjQ0FiUFRKckRsdFdUVdCjbaGltxvs3rMN79/7E5MkzJQe+D4BmZaXi7u5zxUyFkI1DUCG7MiufmpnA4ZM76O5UpbC4kDdf+pAfd+wip6CEYQP8SM3OwcjYHAM9HXbu3cM9d97BiaN7GDVkHOXVFcQnZ9OurMfNy4+YuFjefWMNpma3r+RWcNCrqsqxtOxb4Of3cAnOo2AjLyOVtsokZD3teI9dRmFOJmVxZ6nR1KKuqZLRw6eTm58rZoBl6mqoq8qwsrblxJkI2jtbKCrKxdLWna52BfNn301hfjoqPd0o23ooKs9HXUubgqxUHnvsJY7s3YyduzdqapqUlBTj6+WJpq4eelo6pMacw9DWEQMdHc4c34euuQ0+Xn7ExpyhracXPS199PRlDAgMoaEmF9/+0657AtKTYvD0C77iXWlpaSbqyAG61Hvw8AjkdOxppk2eIxKHHdj1A5Nn3VptdQHnmpoqmmprkRsaYGltR0pGEvbW9qjLZFSUFVFfWYWVlQ3mdo7id4UQeMzNz0Stuws7J49rtrSci7pAWOgAkUAwIzuVfgG/EiheF5zrTBCCF0ImvLO7k5rqKtQ6Oujq6UFuak57uwJ3N9+b/m77q2uTrpcQkBCQEJAQkBDoKwKSg95XpKR5/+cQOHx0L+ZmZqQkp3DnnUv/p/srLMrH4U90gm/V4uISYuh3C3V0hR/EjU1NdHa0Y2ZmjlLRzEv/eYT/vvLBZSmxFmULr7/9Ip2KZh58+CWcHe3YtmU9EyffgVyuLzpcAptxX8t9bxUW17LzT1nHb9dXWV3GG2tXMH7CHCaETRA/Oh5xiGOn9rHyPx9cUYpeUVHBqrfeoxcFgtpYbV09c2bMZee+nZib2mGsr0FDUw3auqYYa8vIL69j7oyZ9A8ZeMsDKNnZ6ShbmkUpqmsNIfMplMNfCggJxHCeLj7I5Qaoa2mRmJJMaP8BbP5hA/36hVJdVICRoTm6rRl0NJTgO+sVBBt5KbF09nSTX5jD0FHTOHJoJwPDR5KcFI+1pQUXYs5ibOFMWWkOnh6erP/+GzRUdBg+aCBKZR1amhr09vTg5ROKmZkl0WeP4uHdj9LyAs5HncbL3YtpU+dz4fRx8quqWHL3/WIWu7Awh/3bNqFUU2HyuBlkZ6UQ0D+MmJhIwsNGimXdvaoqGOvJUdXQErPfVr+UhV8Nk6jzp8jNz+GOeYvF92L/3h0k5pzFWd8Bc1MrktLisfUO5MyJnzGysOKpx1agq6tLUUkp9rZ9C3wkJcfi73elhv2ltSiUCpSKJpEYUJBldHDxRltDRntHK1qauuL7bm9rR2ZyAh5+gdRWltLS1ibyBgh98K4unlRUFmNpYXfVRy4QEhYV5otOv6AjnpyRSoD3X5MQE6TligpzqKwsw9DECnMTE1Fuz9zMkuyMJNRUVEQG/aZGBQ3N9QT6Bd3urxHJvoSAhICEgISAhMBNIyA56DcNnXThvx2B1tZWYuIvMCT879cF/7djJ2S/dHR0RMdo5ZvPUpJXwAv/eQN39yt7Svfv3ISRpR1no86RlRzF/IXLMJbrs/Lt1Xz88accO3YAezsHTkecZNSkSQwICvvboSkuKxL7TC1MLTkXfwFzIzNcHJ1u+zpuRF5PCBq8uOdVxvqMYqjrEI6c2MuxUwd446WPL1dG5OaloC7rxd7WV3R4X1v1Omq6qjhYOrD2q0+YP30ah46ews3di47OZvKKS3ju4ScxtzDH1+uvOUhXA6u6tpamujKsbZ1EgrTfD6FXvzwznY3ff8kLr79/ucz9u09ew2vAYEL6jxCznVEnD1Lf2kpo2EhyclPR7unG2StALI2/Vp+7EPRJjD9Lt4oq6z5cQ/+QEIz0Daisr0VLxwA9TRmPvfAKTz90D4bGhrR3q6Kl2svs2YvIzk0h5vxJymvqQFWGkYExXm6uDB40mh07NjF67EwykqJoq6/H3NaRwqpSgoJCKSkppLFJQbeyBm0jK3S09Qjw8sXM6mLftyDvJtfVJeLUISwsbBgwcARyfX0a6qoxs7AWOR8Eojbhe0lwzC+VsDc1K6ipKsPWzoG486fQ0dbCOyiMlW89j4q6GgO8gwkdNAJTEzMEYrLWtlax2kLUjVdVRf5LH/glmbbmlmbkelfXWReCB4kJ0RgaGWFsbCqys2ekJWJt5yiWoQtZ8oLcdDp7QU8up666ChNzcxzsXMhOScDNN/BP35sWRQtFORkiV0VtZTlmVjZiYC767EnsHV3pUVW5Jhnf1QwL1xZmZZFXnoO1tTPlZXk4OrjT0FSPlYUtFVWlBPqHiM57fUMNqGqKgUIXL3+MDAxv+zsu3UBCQEJAQkBCQELgZhCQHPSbQU26RkLgLyAg/KgUfiwL+tB/dfwVpvOS8jJsf3EebnYdouO4cjmKyhIcHZwZP/MePNw8L5vbsvkLtLR0cHXzpKsb0s9HMv+BJ4lPjOPHHzfTr5/QS22PqmovWRmZ3Hn3sptdSp+vEwi3BCmnS6O0MA9jcytKSgvR1NHD3vrqbN2/vYHgCAkM6TczBAfswOYNpJ4/ztMfbEJH9/r6xnlleWyp3UHncQWqdNPS3MGb/3njsnN+9twpbKyMyS9JxcjQGh/PcNKz00lISCAhLh7V3l5cPLxQKJuIS06ktb2TsP7hPPP4Yzezhb98TXbkCdJiLqDoaOFoXBz3P/kEoQMvSqht+OgVdExNKSwuw9rSGlsLO8qaatDpasfOzg0370AK8nMI6v/HYI7gYMbHnuF8TDSeAQEYauuzd882VHq6SErLoL+7PcMnziEjM401X31OuJ8Xcn09ZIJDrGWCoakFOXmpuFpZY+vkzbFTx/D3DcDV2hwtbQNq6qooKClg5NBx1NZW4uToibW9oxis2rD+QzS6ulj08DNiVUhaYiwdSiUtmjq4WVuQnhyLpb07ifGnmTR5Pp2d7Zw9H8HQYWNoKC2htCCf8HGTrontwX1baFU0M2LsDAyNLvZ0C9USRaX5mJiY4GDrTG1Nhejw9nZ1om9sQWN9DRqaGpiaWdHU0oy+nlx0sq/Wvy4EjCprqtCVySguyKNTpVdkmPf29BHtauvIaVU2YWRswcmokwzqFy4GJfSNTNDW0CA5I5lBA4Zcsf5LrTJCZY2OrpySshLaWhrFdQlraqyrQ9nZSYeiCT0DQ5pblYQNHNZnYrb09BTa21rE3n5tPTkpqbGYGJpRUVWFu7MbRmYW5OekoKquRUNDOWqqmrS39+Ds4oSl1R9JB//ywZYMSAhICEgISAhICNwCBCQH/RaAKJn4dyIglHLq6lzfOfp37u7vW3VNVaXI+l1ZV4sKMubMmnP55vt/3sGmjd+y8uVVuP4mSys4EW+sXkm7oopnl78lZuOKc3Owc3G9bQsXHBBhnD1/DJmskfCBF/WIczMSqWssIiR0Sp/vHX3+JLb2zlhZ3/iPfCFTKgQJDA1/zeDFnz2Ks7svBqaWV13Djwd/IC0nkSfu/g+Z+bmEBPxaonvk8B6xl9rUwhx1zR6Ect+uLhW8XQfw3tr3OH/hHC6urvh4uzM4dBCxCckM6B/Kp+u38fm6t/q851s5sb6iHEVTE90dHew8tRcjXSUW1iF8vX4DllZ6NNZVUVqr5OmnXiX67CEi4mNx9/Shsx1GDB3B4VN7KSmppLWhAzVNNYb19+KnIxGMDRnAjkMnMLeQEzZwIIsW3MOHn31CUV4GrY2NTJ86h8nTZuHl6cf2Hzfy6vvvUFXRQFN9HS7uDrQ0KpCbWNHZWM3enfuZfs8s5k2YQic63DV3No01FZhZ2uHk7EpizHlKK4qoq6/C0MyGaZNmixBdiD2HpakFyZm5lBSmY2Vhhq6eLpoqGiKjeH1zCzINLZwdnQjwDybhTAQWFpZ49rvYiy28G5dI9qrKS9AUZO3UNVBXUyE7KxkrSwcsfiP5JjjBNUJJuY0TDbXVtCiaxVJ6ujpobe+gp7MDVw8fMQBlZ+v4h8dYX18jZsoFYjt7W0cqa6pR6+2kSaHAycIeHWMjsYVFS1uLtKQk3Nzc0dU3JC8/Ew93X7E1ISbmAk5OjpiYXCnlJkiytbe1kpeZjLd/KPkFGSLRnRCsq6wqwc3Fm/TMJPQ09WlWNOLs6ExmTjoDQkdg0geJRaEqQU2mgipqaGtq0dnbS3pKIkOHjSOvKJ+GqhJxTyoaWjRUlqOvr09XVycVtZXoyg0IDAjtczDgVp5/yZaEgISAhICEgITAnyEgOejS+ZAQ+D+KgFCGLmTqBS1x4Ue/kLkVMn23a1RWlWFqYvEHaa5Dhw8wbuzFvulLQ1jPsy88ip2lNY898Z/btaQr7L657B605boMW3QvX3/1Bm++/i26unpEndvOipXv8OQjTzFx0tWl6H5rSHD0N773MuGT5xGVeJKOtl5CgsIJ/JM+6+tt8MC2jbSpqaGtp8v4cdcnErtkb/36T0R9a3NjORUVpVjZ21NWlse4cQuIOX+WtR+uxsTOgaLKYmQyHZRNjQwfMpzHH34c/d9ohV9vfVf7vLGxUSwxF5ye641ziVF4OXtgKP9jWXFjUwPFhRm8/v677Dt0jl3ffUXyhUg2/XyQ3k5VVA10qC8rZ9CQUGpbOhg9yIeJo2azYsUjJFYosdLXJTc7FT//QKz0DDiflUmvol501mZNn096Ujy5JaWEBYcQcf4kaTE54hk9EXlM1PJ+bMUznDp5HBq7xG2YOwhObBfGljZ4OJkR6u2DiZkVPn7BNJblYGDjJLLF9zQ30NKiIHT4JE5HnyfEz5vjkcdwcnTF1tKSiholQQF+6GhpcfTITnR09MnLSWLy1LtIz8okKKCfWIVRU1mBqbk5qKgQfeEUhkbmYnZd2diMnYMjdo6ul9+p1NR4VFUENnJX6hrqxb724rxsjE3NkOnqYWJsKmbvC4sLqG9swNHOgfKqCvR0DSgtyWfggEFXvJ+FRQWoq6pQWlFGi6IJZ0d3NNXV6OzqoKKmHnMzY3p7QF/PgK6udpTtHWSnJaDSI1Rk+GBkYkJXRyfqMnV09QzISkvEN/BioOGSbFlFRRmKViW6Wlo01lSLcoc6xqYoG6vR1NITpf8KC3JxdHZFVUWFhsY61NQ0GDRo5PWOFdEXTqOpoYmWTEZdXQ3uPgH0dHSLJHZClYhQKaOpo0VddQn2Tl6YmVuJ34X7Du6ko72dGVPn9Yk887oLkSZICEgISAhICEgI3EIEJAf9FoIpmZIQEBAQNMGtLK+eCRU+v0SK9v87WicijlKUk0bwwCH4et9e0qbDh/bg7eFPfVOTSCI2csRYcpPi8A8bQlJiNEcPf4m2rh4PPbzmuo+lvrqCL157kcfe/oi7ls3D3FCXieOmMnnKr869oKGtULTi530lG/vvjWfmpLJj8zeEDZvEhvXvoGVgyYZ1X/1hDfl5mbR19tKj0ouPuxdVVZXs2bOTvMIczAyMCfLzwcjMlNi4C5gYmtDQ0ExZaQnLHn0aU2NTXnr1RRpqy5k9aw4DQoddlgq77mZ/mXDm9BFMze3wcP+1fcHU3glBX765qvy6Zo7EHsXDzh178z+vOIhLTCDizA5+3HaQZ599jj2Hd5OUUkRPVzNdnTIMzSwYM8oeb9eBrPvsO7oP7Q14AAAgAElEQVRlvai2dtHa3MSqV9/h+ReepFUVaivrUVFTZdUrq5g1eSrffL6GE6fP0aqhxoP3LGXa5Fl8uPZ97rlzkdhvHXk6goX33UNxegF6Nrq0NLQROmwgc8eNwdbYhNET52BsbEFbaysZGcn8fOBHvPyCaCwqRMXEgQsxJxk6eAjZWWkMHziM/iFDxExxdMwFduzbyMThY6FblQZFIx296syaNvcKzFKSL9BQU0NCfAyacl3Cw0eLpHUurl5UlhVh8ZtKjYbGelGjXPyuqSzn+IGdoNbLwAEjsLCxpbqmGpmaCslpKXh5+aKqoiqS37W2t1NTXY6unj5BAf3F66sqy8TPjEzMEeTOelWguqaKnq5ObK1s6ezuQZVeSktLaOtsxc7agYa6GtKyUgjuPwgDuVwkkxNGxNF9WFvaoaknx87RWXSE6+tqqK4qo02pxNrOhR666Wxto7a6nLaONrQ1tbF3cqOyokSUROvs6ERHW59+A8L6RFiYEh9Le0+nWDnQf+AQ2lqV5GekY2JiRnlpEW2qqrjY2NHU1oS2mhaeAReJ8U6dOoCmph4DB15Zkn/dgyxNkBCQEJAQkBCQEPgbEJAc9L8BZOkWEgK/RSA9KxtPN0kzXMBE+BG/efUqAgaPwDd88C0/KPc/sFQsCX7uuafZ8P4rzFv0BLUVJWSmJ2Hv6km/0Iv3bG1tEf++GpnZ1RZ1ZNdWejXUqG1opEnZybGTJ9m2acvlqUIQRhgCUdfVRkFJFhPnzub5B57i8w9f5rVVH1Df1smggYOxvAovwKYfvqWrRxVbazMcbB3Ytm0rquqqjBk9nt7ebmqK8zGxsEZNpUfUqg4OGY6ji9vlW5+PO0dFaSWZedk89/gzN4xzTOxZdHTkeP+mTeG7jZv4Yc8+bM0tWL/uw+varKmro7islCDfPyekE7A7ey6SnJoMTubl46Xfg7OpKw3NrXy3SXCMQ7AwVicxJgoXZ0d0dSzJSI2irrKGll5tSqvr6exqRldXTnZchpgxnnv3PZw7c4zgAb6sfvV93D28/7Be4Sw6e9lSVtPE8oeW0tJUy9FzUWz6+FuCQgZeni84foUF6WTmZiLXNqBb1sOwsPHoGxhx7OR+xo2eSsT+XeQ21KKOCmpqqpQU5+Lg6I6dvTOWZqZEnT7B/LseEMvD6+rryE2Jp1HRwrH9O5h9970EBg0Sz05TcxMGV6l0yMzNwMPFU6yKEUrEbawdSEuLx8XRDW25Ad1dXWI2vaqyFBU1dXrpRdnSirGBnKKSAqpqq/Dx8MfW3omSglw0tbVobGkRS+ALivJFHglBcnHrj18h1zNjzLBRCN57h0ovOWkJ6OnrI9PUR0NTHUsLa1GaMTctRcxit3e1EhI2UiyB19HRpbu9UwwSaMg0ULS2oKaiKmbJjUzNxRaRgqI8CtKSaOtsx9XVix7VXlpblFjY2mNv53TVd6ipsZbikiLx8+zMFIyFfvamBqwsrenu6qYgOwMTS2t6O9qpbaxGXVuOhZk55mZWYuBEGhICEgISAhICEgL/ZAQkB/2f/HSktf2jEPgnym/9owC6xmKiYuMIDe53xadVgj61hgwjfWOxokDoy5bJZLd8Ow8umoZGfR3TH7sfY0MLyhvi6B+wEBMTGw5t/BItfUOGT59NYlQEAaFD+3z/Yz9tRtvQhJryQqpknaJjNCJ0rHi9ULJrYGBEfX39Zam57T9tZGj4CDR19Zm6cArhjk54Dx7J/qM7eevF90mJj2LE6MliwEJP74+M50I5+e79W1FDhfnz7mXn1q8xN7NgwJAxIuHX4cP7iYg8TpC/P8b6cro628U+ZKEn2MM7iEeefYTWlhYeXbyMhtY2BvQfiInJRaKxqw2BHG2U4JT9Mi6RffUZIKChsQlDg1/L37Pz8nGwtbmhnt/7lj+EkYMddbXZqLdpMyTMnxORiajLeggPDkezp4NxY2cQcSaCbT9uQlWmTXpmBipydVQ61Dh/+IyIaX5hIRs3v0S3li6P3v0a+nI5i5Ys4Ifvf7q8JUGWa+lDD7Jr307UNS6yuj/+0IM8u3wlBQWFuLg4i3MFUrburk7iY89x4PgFzCxNCfYPFPXRBUZ2DTUNDPUNsHVy5XjkAUYNnUhMzGnKqxtR6WwQAx2W1k64uLqjraVNVHQUdta2KNrbcbC1pbW9FaNfMuS/J3SLSYjBQK4nkr31qqiJTrmllR3eHr7k5WbS3FiPhbUDlpZW4lqbBE1wekVn1sTYAgszM+LiT6Ns68TD3Q+b3wWDhPdQwEsIHMTFRqAnN7ro7JtZ01hfh0xbC0c7JxrqakUH3srGXjx/TS1N6Grr0tHWyrmoSJEwUpBcEwIYGloa1FdX062mgouzO2XF+RibWqClqYWOXJ+cnHQxw66tpUdZeTEaMjXx3fEPDMHzKuoCzY11JEafo7lNgYGhEU6OHgjhsNa2Zto7usVeeZlMA3V1GdmpSejo6WFpbUtTfTU+/teW+7uRsy3NlRCQEJAQkBCQELidCEgO+u1EV7L9r0Jgw1efs3TJ/Vdds/DD9f03nmX5i7+WQB89eoDRo6/srRYuLi0rx8b64g9kaVwdgYLCIs5HnWDu7LtuSw9oRlwU+/dupau9i7sffg5FZysZiQlo6oKziwfOTn7UV1eRlJbEsGGjKS/Iw8rxogPWlyHIS+3Z+iVdahqcjS/gqy/WXr4sJy8LV2f3K8xs/PYzujq6WLzsEZ58ajHhYeEYmXvw86HdTBw3nDHDrk9Qd8+D9/Dtp9+KdhOiTlNclI+2vgE6cgOizp2hvqmRoWEDUdPURkNVlQaRKduC1pZmemQyasoqmDbnzqsyePdlz391jsCJcDTyZ6aO+5VEUHD8u7q70RIE268xlj35EOHB5qTGFJNQVIKDtRPdMi20tdpQ6ZExacBA/vv+GhwdrLkQlYihtTG2FmaMGT6cZx5ecdnqky8v59zp47QqNZg5fiQnz57mwO7DZGWn4O/Xn60/buTFN98gOz4DesHMSc7Hb6+lu1eDp/67nH6BQWz/dhsuvq4MCg3jq8+/ZtKccVQ1tuLr7sL99yxh7KhJZOZnsGLlU5gaehCfeAa/wDDU22rQkOtz78Kl+PsHc/zYQRLTM9h39DhBPt5oquowbEQ4Y0eOFkvRBZk0AZP8wjycHJzJy4sjKiaDOTPn8sDi+fiFjyQhPponH3ucsrIC8vJrRL37+roSzifGcvDHvejrG/LF+s/p118oZ+/F0syYvPwscvPySU5JY8mi+/D1+bWaQXgWp08fFx3jlavepl9/f0ICAzgdd4GC3BKWLbqTw4cPsGPfIfZs3S4GWoRnum//flTVupg6aSbp6anEJSVwPimaQHdXZGpalFdWMmjQMDq7W/F09RF71mPjTxPoH8ZzL7+AhbkZXg6O9PR0kpyTxZK7l1BRXoNMSw1jAwOGDB7DB+s+QlNNlQcfeIR9u7Zw/MRJZsxdSHFxEVt2bWXauNGYGFvz8Xcb8XR2xsXJmdLCUspqa5g8tL9Y1j92wnQpe/5XX2LpegkBCQEJAQmBvwUByUH/W2CWbvJPQUDI1ra0tFyV2Kq2tlaUK/r9EEjBzh/ei1dIGKbmFx1v4f8eenQ56z+7fmnvrdx7bU0lRsZmt8WpvZXr7IstpbIFHZ0/Zov7cu3v57S2tiFkQI0MDcSPYs+d4ti+3Sx/7V2xlzUuKRZHa1tOHziATF+HidPncebMSUz1DEmNOs/M+x644dvWVVaiZ2R0Qxlh4SbHjv1MblYMljaOdLZXMGvOc9e9d35BHms/eI01738l7kehULB/xw8YmplzJiqW9rZm3nhjDd9s+pamqkLqWzvJLsjH2d6OEaGhyC1tCfYL7tO5ETKoBQW52No6/KWqBuFde/Wtxxg8bCajw0ewe+8+pk+9MhAhvEc7Du1l3uSZlzH4aO0qdEzN8Hf3Y0BwuEh0GJt8mNfe+wZ9TahXdjB5ZBjKTnVOnz5CS7MqKlo99Hb20tHRRmOLgo7meo7sO4aT/a+qAIIk18Kl81Dt0iBoQBCyri7Sc7MZFBLGqtffEzPHK1et5NNvPqOyogq//v6MGzSaTRs3YmpnxhP3PcSBo2dpaqohJT2b5U88xJMPPcl3P31HdPQZPnrzM/F7YflLD+LlGUxZRR3WZkYcOrCfQUPGcPz8USaNm0F6cgyOdo6MGDycjo4mIs4lU11Vi5ePO9o6+nQoarGwt8fXzR0HOyfS0pP5ad9XfLphB/ERF/jkg3cYMnoCT724gpkTpqGu1cvpc0fp7YLBocMYPmI0Q8IHiXguemAZqPTg4erJvfcsJjc3HRUVGZk5WZyIPM+FmAievP8+LOzcxd56Z0cXZk2dQWVlJSciT9HQWEllWQUJ6SnMnnqHKG9XVFrJSy88h6Ktm8jIo1SUlKBlqIGJoRW5+ekUl1bS1tnJ0NABnDodzZgh/VG0aaNnqCL2u6dl52FvaSw66joa2hyIjMDXxQVv70BkWqpkZGTT3d0uZutHDRpHSEgIb61eg7e3K2rdrUTFJ6GlrUk/P3+27tmGuYkV1pY2aGvq0KMqIyE1kZq6GkwNTahraae/mxX1ik70ddR56cW3+vQOXPeFlCZICEgISAhICEgI3EYEJAf9NoIrmf53ISBIAsn1/shILZCC7f5hA2ET5mBlYcWRkz+TGH2a6KQ0PP0GcfecaQQFXGQuvt0jWmCJdvfG1OL/Zob+zMkjlCccx87REf+xd6F9DdZ5IdsnjMrqMrJT4hk2eioxxw7yynvvse/nw6ITW1NezpZ3VzF08kx6Babq3Bwc/PyxdnTGyOyiHFRpcSFyA6M+MZH/lWcrVGDk5Bfh4eokmhGc16izWwkb/Oes8e+tWcNDjzyCpoYGpaV52Ng4i3tbsuwxvt6wlq8+fZf2HigtL8fZy5v6qkoW3LGYyDOnSEk5j49vCHNnLbihpTc1NfHkY4t4+eV3sHe6edk7weH9cvMb9Os3jn5eF0nJLo0LsVF4eXgj1/tVj/7SZy/892GiM4upKi8g6UyS+N8NTQ08+t/7iE3JxlSuygMLF/NzTBWuVnocP7aD+pZW+ju40COXiRUsqqo97N9y4g8BBq+B/vh5+2JrqAlt8Owr72Bpbibe4+DRfeRkpbH95308uOBuho0YT2JiHMv/8xTjxkymoLyArJQ07ph/D8dPHKKqroJXnn+Vtg5V3nrvbcxMTbCzsWT0lLFUZNViYCBHpq3J3XfM58VXnuH4hVRqK2uobanikQVzMTO349m33+XDV1eSmJaBoZ4eNfX1mBmZMGpkCM72TuTm59LU2kMvuZw5lkCrija5WVnceddkjAwMOH4iAT/vAPYeOU6bopgpE6aRk1+HtrYWSSlRLH/qORzsrTE3tCI5OZkLcZHUNzSjIzOkvLqIOmUZ44bMFsvYs/Pz8HBzpas0mwWPvSCeM+EZfr35e1qba1lwxyLm3nUHc6eMY/jICVhaWPHkM8vx9vfE2cmV3bt/4EJcKlPGT6O+vhxrM1PySyowMpZjZWVNRlYOg0JC2XvoCGOHh5CSWYypiSUW5vo019az92QEC2dP4EhEDHfPmcXGrdtxsvNg3vRxDAgdRG1tNZ2d3ZyOicRMRxdB897Kzo233nuXoUOGcuZMBO4+XmSlp+Pt6c7uQwfR1VRlcFAApqbGyDV18ekXSnDwree6uKEXTJosISAhICEgISAhcB0EJAddOiISAn1A4EJsNLlFeezc+BHG9t7kZsYxccIMJoyegqd3QB8s/HunCCzM0UeOUtmtZPHdN55pvpGdl5eXcXL7dyQnHGPg4NFMXXJldnnH5+/T3FBHQmo61nbW+IQMojQ7iWXPvM7nK57haNx53njzQxy8fFn7yGKacvKx9A+kR1ud/qPGETJywhUZtC8/fodZd953hSb5jaz3enMFByevKA8XBxdxanpOHl6ufSulF8qHBaIwLS0t8Vp7Zw8Gh4ezedPX4r+tnZzZ+uVqouLT0dbTwVCuz8IFSy8vSagI0dXTE517wdm62XHs+FFGjRx9U5crlC20KtvEDL+N7cXghDAqqqowNTYWe51/P/Yc3cjX328lyG0ADVV5zLjjPoYMDEcIyjzw/FLqm5WUFVSw4okH2LH3FOV1Rdib2uNlZ0tUYiQ1SgU11S2cOnhalNm6NKJiY/juu008uGwpQycNYcbEUVSV1rJty8+sXvM6qTmlVNUXUlfXiI25Lft+3CXiL1TcPPTsUuLPxfDNhi088twz2BipUt3URltrB1U1DTiNGU5tWjK0dzB/zkJ8PfywtjLnsy8+x9PVBiMtQ77btRczuR6Ho45iqGHIqjfWMH7kCBKSYqipbeKr77fx6NI78ff1R9nWSpOyDS11TY4eP0mlWiGTw8ZS31jH6aMRBAWHMn/mnRw6tJNzMTH0dPVAj5LIuGL+8/Qy9u49ibONJpsOxLBn43oKCor4astGDOUG3DFzFv2D+nPqdCQVFQWcOpnEp+ve5ZGnX0BPo5OvNm7k6Uce5LnnXxGhE85RcXE++UW55GSkUlmjYNXK15l191QWzplLh7KXrft20d3Vjr2NPbFJadhZW4j99T6e7rS1tTJ08EgOHj2ASnszo8bMYuP2zYwfO5aMuCRmjh9Lt6oKSnUZgiRbdmYqQo1/WlYeq1as5OOPVjNr5mx+/PELPl63gwMn97Bry05eX/kWJkIFydlTJCSl4mRvSV5BIZMnTKagMIfIc3EoWuoYOSickWOnidl7jT9ppbipAy5dJCEgISAhICEgIXAbEJAc9NsAqmTyn4NAeUkxVrZ2lxckZAd1dXX/oNV9vRXv2P0DZw/vQ99ATisyklITsbNxRF9PD7/A/ty1YMn1TPxrPxeyvcunjWHkvAVMvvPeW7KPlpZmsbx25PBJf7AnOLWxJ47i7B+AsenFTPdvxxcr/0vs+eMEOHkjMzDCwNyCuU88Q2FWJvqWZiLx3MZN60TpJcWJs1gGhnDPy6soSE4ge/c2xr74pmguMzGO+tpKBo78I4/ALdkkEBMfIzpDfR2XiAhLyvN57vF72fDtz6KDLjjY02bNxtbSjtWrV/Hjjg/R0jGiIDOFsePv5vCJQ4SHhpFfWsGMiTNEojmB4XvNujW8+fZH5CYnYfkn0n9/tr7x44dw4EDEH5x8Ya2Rp0/yydcbsTAyRV+/l+BAP8qK08U+5wFDJqOrISMnvwRLMyvumNe3TH5NbRWffPkhqm31qGuboNqs5IkVb15uJVj+yvMkp8cwb+JkYqOTycpLpx4lC6fdy9dffIK9kzlN1fUiUdq2rYcub+2Nt17kv2+uZvzY8ViZ6/Lt+s0snD2FekWL2KMs09FFpacDNVVTmlqKSc3I45P33uGnHd+QXlzF+MGTSUyLZs+hY4wa0I+g/mF8vflbenpUCe7ny7mEVOZPnsexM0d4+/kVJCYlouzqZvSgUFKSo3n92+1o9naTn5gFFrqsW/ku48eO5PstX4KaGZ3tPbg5m+Po6MCQ8BF8s/F7UpLTkBsZMXX2RLztXUT+gG83foGrmxeZWXkMCgsj4vRZLMyN6REI3rracHByIiY+mZzMHFJyizA3NuDBpYspqSghP6+QlMxMaqua+Xb9OlZ/+Cm7juzgrf+uIMAnEJlKD4amFoyePpu9P2zkh5070NJSITEhgxGD+yEoUAT4B3Hg8AFScrPp5+6LTEMVRWcnJfkFmFqYYWxozvHzkdibWTB50gy+2vglU8aPR65nSEdHO6fPnKO0poqR/m4MHDoURXMzXgGDeeejtehqq9CtaMHX2wsNHWOS0xMYFx6Kh6M3elYWHD24l/zycsxMBNK6ahoaWkjPT+fbdV+y5LElVFQ189zTDzJ32l19feWkeRICEgISAhICEgL/OAQkB/0f90ikBd1KBJ5+bBn33fcQHr5/TWd79evPEhI8kGHjZvDw/XNBVYuk2BP4BA9hyMCB3Lno8Vu57H+Mrbq6OibOH4ZqQwMyDXVef2M9g4fcXDb1Vmxqy7sryUzNYMJ9C2lrqSFo4MzLWdL3P/ov06cvwsneTSzNra4qQUdLHz2Di33pQga2qriA7p4eSiorSDx6kNCpcwkKDLwVS7slNla+/yKtSiUH9xxg+pxh6GpZ8Pj9/xVLtR949DGxz/6pJx4Ue4Pjoo8QFDCcoUMnUVhUyK5dO4hPT0RfW5vVb37Adxu/5vTZSDILSji0c89NVwkMGx7MM8+8yORJ00UuhhZNLXKKslG0dGNgaEhWSgIhwaGYyLVILUzn0aXPsfGHb/DzduLVdzbQqapGSVYiCVHxlzH6YN1nTJ00FudfiPleW/0eD9x7F2bGZmza+g1PPr2cAHd7ps2YyalDh7HW0uPNb7eLwTVhrFr9BsX5MYQMHEpyRRRnfk5BV9cAHQ0VdLQ0SMxoQEe7g28+30g//4vPd84d09gbeQpbczsamupQ7VHD2dqMypY6jLS06eju5fnlK1iz7n2CA4OZO2UK+w9twVhXHy19K/YdOERsfCraci1mTZ5IWk4qJ/efITc3h9UfvE1VXQPLFi+lqbmFjIQYZs5ZwOYfN1FclMbyJ1/lrseewNpIm3vuWkJpdRpPL32ZtZ++IxLCtXWpEegfTE52No888CAffLZWJLoLCgwjLT2FqZMmX8auvLKKnw/sge5uwkKD6e7RQFdPTnZ2Jtv37BFbKQQmdBtTA8aOncyOPVtwdXVDJtPBxFiPcaMmERF5jimTxhOfnMikseP56OMP6ertYcLYsWJlw9ffbaGwpJDS8lKaG6t4+pFlnItL4+UXVopVD/c+vBSZhib29qbI1XRZ9d5HLFk8F0VDA9o6JtTU11BSVsTAAUPQUtNGLpdhZWnL9h+/Y868uzhx+hA9bb3MnzWXlk4VNmzeip+rPfGJqYwdMRQfXx+27PqKz9Z8f3nf73/wJoMGjWD9lx8xccRoYpNzUCoVZBfkMiqsP/HZxVhZGPPWa6tvybsoGZEQkBCQEJAQkBD4XyEgOej/K+Sl+/4tCJw6vl/sf3T3+mtO2MEDOxk/YYa45tLSYla9/TLtigbuvvM+ho8Y/7fs5UZv0ldZuKSkaFxdvUXN4quN1R+vQF23ElNNVV569QiBXp7s2PnzXyqbvtG9CPOFntNNa1+jtqaZZmUjD7/4Oham1pdNlRbHoqFpgpm54zXN79v6JSMnzaVbBTqVCtRkGhgYGt/Mcm7bNUMnjsHBScb9dz9LVvphxo9dirX1xbL41WvW4uNqxcRpsykqSKADbZzt3bgQfZbq6mpSs9OxtrBCTQ0MDSworyijpKSSV1b896rrLSwuQUNTBStzm2vu58tP3mXrlh+Yc+8jjAx3Ja+0lejEFEwMNbn/nocpzM3muRWP0Cuz4YdvNpCYmkZufgau9rbUNrdS39SKuYE+bWrNjA27WK2gUCrR/YVfYH/UbrZv3cJ7r3zC8TMnCQ8K48WVz9LSoeDk/kge7u9DjFYnYzTNueOddZha/cq/8Oobr3I044Io31aZno+LhSHtMk2qCnPJLunAzEjGmWPnxXuOnTGLzIIMDDR1UZGpUFpURFhYGLY2tpyMOMqKJ1ewcMEC+g8dyr5t25h37514O1swfMhEzp45zYmkVJbNXEBdWzOxiacYGxzMI0++yqo17+Dq6IKvlwfZeXko2qpIKchDX6ZDZ0UVbm7uRMTH0t8nCC25EZW1JYwZM4qSolpe/+JdLPWNsbd0QK5jwPy5M/Hy8EGQ1Xvquft5c9VqjAwsmbHwYXZt/uRyS8DnX35IRXUN82Ys4Hx0IkYm+mzf+SOjhoyio6uNtIx8ZDJVli5aRNSZI0QnZePqYs7c6Qt4/tXXcLK1wcnJkc6uHpYtWsSsuxbw+fsfMm/JvezctEmsvpi0YBYN9dUsf+gBaupKCAkeT/iAYNo7Wlm/YT2oqJKUkY6iuRYPX2c6hd7/1namL3mQhroGjM2MORuTwZQJAzgTFYmx3ImcAkHhQpvK6g6M9OVYmZmz70gEeroyHO0tuW/po+w9eICTp47y9mtvi1UTzc31aGvLOXM+gt17dhMUEMjx4/uZMmE6Hc2NFBQUMzB8EOdSY3hg8eOXpQ1v2wsqGZYQkBCQEJAQkBC4zQhIDvptBlgy/38PAYHw64dtm9m6dRtbftgi6v/+E8fWnzYxb9adlJaVYmN90QHLz8nAydXziuUKvc461yBjEyb+fGIHG3d/j1lmETuyarhv0VyW3vtEn6XkqqqrUFdTw9jYRMxs32w/9NHN31GSlkJ5YzENDQqefOsTLG1srwp9Y2MD+376noVLHqY4P1vUXdaV61NdW4GZiSVZ2Rm4u12Jwz/lGaqoaOISYMb0KXN586W3KSgu4ELceebPXEhudhpuHr5EnY3g/S/Ws/r117GysBZbNvLzs0mKPUNdfQOWVg60tbUQEjYMO1uHa26trCyFmJQfaVE6s2D63SJ5XVrUOXIKUmnVqCEhOZMnFrzAns1fcf8r73Dn3DEsmDeHwrpeVDVkorTYiVPH2b3nEMp2Je++8bpYqfDU8ytQk3XQ0w39+geJLOKZ6bF4egUS4BNEs6Kezi4NNv6wjvCRw9i5ewfLFiyhvq6SoeETyC8r5NFn78O7tAGbUD8mz53FmSOR+E6YRbB/CNq/9OULQZsJcyZQUVdNaH9frNW0SCirxtxQn8aSKvKrili2+AEevP9Jxs+dSGUb2KgpyMpvxdiom7zCegYPGUh6RjLhQYHEpSVjaGaDnqYmaclJfLrmI7Zs+YGDZ2MYHuhJe48qQQM90JBpERsfR4CrBxfSC2luKELbygeV2maeXb4Ee1tnlJ1Kskty0MWImuoSdm3ZzAcff8PTTzxCQkk5Ib5+qKiqsPI/K7C1sWbT5u10d7Rg7+TA8KEjKC4tpawymY/Xfs+UyZMorqzH1tIQQwNTysoLKS6twcvTBSsLO7HVwAOlE4IAACAASURBVNnOirOxGbS3NjJmxBASE3Koaa7kqYceYf/R40ydNA4nB1eSUpI5dPIg3V2qPP/E0+LZeP3dD3j8gXs5deogkybNEd/TeYtnk52TT1NrC+H+wXz68QYSEvZjbuGCiYkjew7uJzxkIJGnI/D2sif3fKKoNT5sxkziTx2ntluVwBB39u/5iYbGZgwM3NA17MXezhZjYzu6uzpQtCHK1xVkxBGfFIerizfzf2kXUrYq0NHWJfrCdlpaymhss6O5vh5rS2vSC3OIOnsBld5Ohg8cDDqa9HT2sHTR1WUy/ynvtrQOCQEJAQkBCQEJgb4gIDnofUFJmiMh8BsEBAekoCCLlSvX8O23G27a4bwdoOYXZAmqSuTmZdHe0kh7h1LUijZ3cCA8bMQN31L4oa5UKDh5bDc2bm688J9VTJkxjPvvfKLPffwfrXuPcSNGkZeXh5WDM4F+N0eq16pQ8NNnH5MSE4WR/wBmzp2Fm4vbVfekaGoU+11zstIJGjCI9JRY/AJDb3j/t+OCH3/eTZCXLy7OF4njfj8Cw4fS0VNJ6rkM8Wy1t7fzzIo7CfAfyuKFD7N94wbeen0FacouBoWG8OA9d9LU2IqiqQZzIyOUHd1kZmaQnV/IV59tvGZp+8ZNr6OpW4VCqUNKWiHvrvqeh2YPw1jbmBYdTawcbJg+byl1yYmc2Psdyz/dhb29DVamZgwZN5q80iq+XbeOb77/UQwieDg6cjb2LMMGD6Fb2YBCUUd5bTPqWgaoqsLihXexdv3rVJU34eTki76pGtXljcyfO5vTsRGURCeQmJnMMyveJTo+gnCfAGKPnaRXu4QF04Np6BiJV8hg9u7/Hi1ZBxMn3ifik5iUwCtvrcKstxnb4FCam1vp59ufnfu30dbYSFebgu0/HuWB5x9H2alCfX4M2XlNIhGZ3NQQutvoau0hsF+QKNe1c88+dLS1cPOwJyM5nZEjRhIRdQZNmRwvGzuCw/zJLcyjoqqe/t7e9Kj0cijiFBX1DQQHDmJIUBCG+losnL+IitpyLE2s2LR1M2NGjuGBexdi6+QilnV/+NZbfLntJ2xs25k7/iL54rmIw7SralBVVcHRyFNMGz9RrByJiounsqaaft6+aGpr09bUzLCRo9m+4wDDh4YRHX2BMSNCyMopprlZiZ4mhIYPxdXVgzsWL+Peu+4gOCiA+Pgk0nMK6GjpIC45jpeffxwHJ7fL/f33PbWUScOn0S/Ei/a2Vj5d9ynx2VkYmVmw+sUXKSnMpBtBti2AD9ev4J2VP7Drp93Y2Rrj7hlAp7IFDW1dMRiWn5tGbHwSr76zkrHDxtDZVUZeRQlaGgbMGBmCjlyPLT8nk52aQ1RkJELgU+ix/+Ljt7n/0edpa2+jqrqOYwc/ZcTohfT2qnH8xHGszC2oba5BWdeEppYMfUsDkmISeOnFdyUJtdvxhSXZlBCQEJAQkBD42xGQHPS/HXLphv8kBIRSTm1t7T4vScgwbvriXdQNTIg6H0lmVjZDho/hP8++/I9w1AVnrk2hoLmxASt7B9GJFojxyiqL8HTz7fM+L00U9rv+izXc/8AzDBg8mCnjx/Hiihf7bOfkqb3EJMaxbNFTHDr2M3Nn3NHna681saK6Akszy79spy8GBF3rz95+idl3PyDieStGa1ubyKwuMIRfbwhOS0ND7f9j76yjqzy2h/2EuLu7O8GCJIGEBHcp7q4FWihWWoo7FChSrLhLkGAJFiAhJCQhCXF3d9dvncOv3Nvvtr3QW+HenvkrWWfemb2fmfess2e2sH79bMx0JJi56JTQmBo7sBtmrdvSKCtLRno6BhraWNnY4XPvJp3bOvH8ZShbNuzG1urnDzAE8z7x9yY1PRQJOT18Hwfyw+7j7N2znoqSfNIDQ6ivqSBD0YCy7BTcHWzZePQiG9esRk1VlfzSchpqa4nJSsHGzIJzV6+ybsXXFJfmo6ejzkP/55SWVCOrIMX2jTs4dOwQhsb6DO07mMqqar7esZjyqnI6OrihqS7PsAGT+HbZQmJLMzh58h7XLq7DQT2DMw/q0VBTppPHAFrVF1NQ1MCVq4do182ckgo9vpjzjdCoE7Qbl8/i/eQ+x/YeF94Au7t2Ija3GlpK6NmzH0rK9UQnplJXVEBmdi2KqtIoyUlSkF9OSmwangO7Y2ugS1JeMalJWYhJQ0FFE0aaymRkZWNlqomMvApdXdzwuXUNFTVTJMSrMNPX5E1CGnIK2ki1NKCpIYudfVthDPfW9XuEsg3o1w1ZJR3kVeQ5vPcQRy8d5PG9e6jpWtDXw5WnTyLYsnEtl6/sor1zbzTVDPG578Nt3yssW7SQjIwMCorFGDdi1Dt9BeMK9mdU9Gs2bt+Bnq4usbHx9O7dA0UFeULDYtm4epWwf2FRAeqq6jx5fA9JWVmqKgUJ6fRZsWg6n0xfip2tJR3atONlyCtOnDrO6i+/QllZie37drN181qmjx6Pi4cr3pfP49G7B9paBgSFhHP+2gUa6iTY8M0sQsJCMTNsy3VfH5TlpJCTaiI9uwn/h08JefWSI4f3UplbhIycElWSTXh4eNJQVUdpUQUrly8jPFJQMs6RuPhY7O0cKCgq5HXUS0KeeTN+4jKi30RSXV1Hfl4mjwNfMHHYCGQ0lQgMDybjTQr79x/7d6+T6HMRAREBEQERARGB/woCIgP9v2KZREJ+TAQEPyCtrWy4cf0Cx04fRktJhkULV2PX+s+phf5bWWRmpKJvYPzuICEh6hWWDu1/63Dv9VxswhtCg5+SX5JIS6MyU8bOREVT+72e/Rg61dTVkBITiaqaOun5BVRUVtLD489Lkvcm/DEVed7cvP+Gfv2G4eo1R4gl4M5NXiZE8/jFc3QN9agpLsHK1I6y+gaUFZXp1K4DXt1/3WNCYMTuOzyDmgZJHI2N6d1/GVfPH+f6/YtoK+vTrUtXeg8d8+529cf1yC3Ip6w0nSWrl5MSncnoMROprChi7pwFHDt+GJdOnSksruD5s8fklpbjaG+Dk4MT8bGvaGgSY9XStYS+DuHcjdOUFZQwafxM4hOSSM9IZ/yoUcjIyHPp6h48rFoRFRuLuKYjFpa9aKyIxu/0I1QbaslvrUsXKzHqZDwZ6Dn4X7w5vjv0Peu27EFZoppe3dzZ8/0xtu3dzlXvazQ1NlBUVkEX5zZEx77B1MSCpNQsasSbsNDSwcPFlZYWGXYdP8yY4UOQ05Bm9rCpnLt9mqtnvCmpLGf+rDkcOXYaZUVZtLSUkGqE+IwsQp6GERYewso1S7GysEBSrAUHR2fOnLlCd89eyEq04NW/N/V1dbQ0ilNSWUBGSg7nvG9xbPdaaurquX59D0OHzCYusUDosSDIrr5p9zpsLVozpP/gn30tBGt5574PHTu4cPD7QzRLiNPeyZKz5334asUSWsRb0VBbQ35uKuExcbSxa0dyejyq8ho0tGphzLAR+Ps/wMLElMjERDp36ERmego3fLy5eOca2Tn5GGroYmxhydgRw+nu4sWw8dMwN1bGP/gl3a3NqFJQwa1jZ14FPKJWvAVbSwfqKhsRk1Pm0YUTOLXpQPcePbB3cMDGqQOBQQGcvXCV/r17kV2eSWx8DJOGTUKiuQlreyd8/e6RkpSAto4Yzh16EBoeS2Lka8IT31Dd1Mz2NTu4du+sMDs8NU1MnTrvY/jKEMkgIiAiICIgIiAi8B8TEBno/zFC0QB/VwJH9q3j2n1fJoydQZ/efVFR0fjLUAQ+vU+Xrr1+df7S0mJU/ikhWpDvdTr1HEx5eRlKSm8znWelR6Gjb/ve7uvvo/DVq8fISk+mtLIJcXF5Zkyfhbq6+rsbZGHcc1w8DrYfZ0z4P+so8FAQ3GD/cxz9D2dPMmXsxPdB8Zv6JEQ/Rar6CQkFurRt35+wZ/foMWwSp459h//zx8hpaAvzDCyZ+zl5xRWoqQpueV1/0ZArKy9GRVmdsvIifHxP42DlzJmrh/HqNoieHkPIzM7m2cunLFr8KUmRycjKyFFclImm1lsPgoSkaNRUNHkeeIOQV4Hce5aEpqYGSrIKuLl1Ijw0EjNjAzTVNKhvLMe2XTsSY0MpTHxC136f49rRg4zsLAS5CdSUVTE1MflJboL45Ah27vmS+uIGxk+aioKCHIqKsihLGZK+YzVo6WK36Cv8gnxpbWDJzZu30NBUZsL0BUL5BCEog0YPpayqibrCXPYd2sf+vTtJTMuioLKe0rJytNVVoLEOV1dXqsrKiM3KQYIacnIqCbx3l/y8IgwM9Pnu6hHyqjPwcnbDSa8981cuoDipgM9WTaMV9SQnVBAcGkRqWhY/7DvMzCUreX7bR5jMbfHyWegb2BMdGwbiYtjpm9O9nxtbdh9g4cxF7D+yiy7u3agprGXG5JnExL9BXkGOJ76XkFAwRENTi6yMTD6dPY9vtqxizfINHDt5hu7dXIXMBE2wH4eMHcqW9dtpbWvHyVMHqa5vQEVWlScvQoUHcsOH9yE5NY62ds58d3A/Awb0Ij4xlaS4JNp3dMTawh5fv6e0NNdjbq5DQ3MzvTz6vcuYL6jksGHrKiITE8jKyaa5UZ6YoJdExcVw5aoPo4YPYNT0MbQx0EPL1obU+AwapJoxVjNi5NBhxMZGoamiTlJkIDZ2DmhYWHHvmQ+N1dIY6RgwfMhQztw4z6yxs7lx/bwwSZ61nRPPnvnS3NBEcMQrLEytaGpspLa6AkkZeWJjIjG3sMPS3Bz/hzeYt2jNB3lC/aYXUfSQiICIgIiAiICIwJ9EQGSg/0mgRdP87xEoLSlh7cZVOHdoT9+egynMzsDCoQ3B/r506NrjT3F5r62u5sKWdRh06ICsrAJdvHr94rznL15g9MhR/7IQCcnxFObEUZb7lMoaGfoO/QJ5ecWf9CsuLUVVWfk367T3wNsyVL09+/AmJUb4Y/zHVlJSIjQGomNjkJaRx9bK4qPcLAIjuKq2CmUlJerrmjDU1ycyOoL8zBS8ev38zebvoUhWVhZLV65i7VdLMbew5dXrQNo4dCQlI4vw0Gc88r/HlvX7iE9JIjIiko7OnX7WtT0pNYq4+HCQkqV31yHk5CazdOsiJg2cSlRsMGOHT0dX10IYCxwWHMCSL5awf99eIsO9UVJooe+wt/Xjf2wVFaWERz3gvt9rYhKisDW3oqamlrLyavIKStHTMmbwEHcOnz3N6oULuOF/CUcbV0qLi3Bu242w8Agy87NZMG0WeYVFZGclIy/fQHhEBg/vXyD5VTjmdq3ZvOcHwqMDeRr4iqGuXbG0bYuKzttM7gmRrzG3d+TrlQtpZ2LN0FnzhHs0ISGeRUvmU9nQhJQ8pKUUM3ngALYfPISyigQ2VrZk5+eQmVeCkYEF5aVlKKvJoKqgwoNb97h97RJHjp9g1NQJeAfcQluqCRlpLSaPnMumresx0lTh2atw+vbz5M7dAL5avgxxCTHmLv2SNwGBQtkEB09Hjx7l6LljuHXti2cXPeydevA6Moro6Oc42LkSGPqY9cu24fcskICnd2hoaGLWjJkcOLWTHt3609IgzsVLZ/l+70/dt694n8HTvZ8wY7ng9ry2tlZooO7au4VBA0cSEvSMq36+zBo7WRhDL2j5RflcvHSads6dOXnuBN07eTBqxBh27N7EnBkLKSjME+avUNPQJDE5kTat27B5z16yc5KYO3k2Lj1dsXNsT3pGFk5tnKitLMFS3wA5ZSnis/NJTUyln2cPHGztiYt9hamRE8mZacyeNo0h4/rwzfKveRWSxOovV5Cbl0NwSBCt7W0pK01GQUGL7LR8Orh2Fx5uZGSmc/7GYe5d80HP1IqpY6YSGPGa+Jho9NXUEGuqw75NO8ZPmCkM51FUVvk9XjXRGCICIgIiAiICIgIfBQGRgf5RLINIiP9GAk+fPuDqjYskRUdi7dCJ8Z98gr6JGd9u/opBn0ygYxf3P1yts0e/Q6yqGrf+wzAwM//NBnR+bgr19Y0YGP0jZll4s50Qg4O1/e+ix1dLZ7Fo2Ua++Wo+e/ef+8mYAiOjtLSUlPQk2jl1+F3m+70HSUtLJj07Fx1tbUyNjIWGhMCYFSTTkpNX+L2n+8l4gkRhgpt7wZocO/ED06dMExplgv9/LQO/YJDszEQyspOws+tETk4Gga+fY2hignIrSM3IRVZajn59RpKdm4T/Ux9U5NXQ1zckOSCcF498aNKTQ0lJllVr365ZRGQo9nZOnLy4H209fW56+6IoL4mne09qa2pJS03G91k4327ewM3bN6hsqeTebX/OHTrKk5e3yMmooL5OnM8+ncOzF8+FJbY6O3cTelQEh/pw6/5zDn27n85ObXDu7YCzYzdeBIfj++w5Xn174OLSm57tO77jI9g7W5cvQlddgyptJaaPnSusGy9gY2dnQb2MHEoKCvRzc+H0zRs0SypjZ6JGak4xLSVFKGhpUlVegbi8LDPGTiQiOIjo7BKS48OIDHrNq9gwNhzeTFFmJYrS0ki0kmXswE+4dOMaSq1qmTR1JqNGTvjZ9T978Sx1DbWEvQ5HXkGP7LxgRg2dTEFBESk5yUwYNpmr954QER6CvY0JXbt0YOvWb5g2ZxFmJjbYm9lw5Mw5po0d/ZOcBS8DH+Dc2fMn73tVVRVrN25CplU1JjZONNXVoa2mSnJWLmZG+gSHxrB08UJOnj3J84DH2No40K9PX9q1eRuas3nnbr5YOJ9bPneZtXABsyZPwaaNJZUlheTl5pKTk0lzsxg+zyNoY61HdkYqdVKK9HPvxo4d+5FRkKKnZyfEZRSZOHgUxSXlyMlKY2puxqvgZ7wMC+HogdOkpMQQGhHPkAED2H9sCx0dbOjsMvwdv+SUWK55X6CkpIi9h08goyCOo7UDM6bP567vHXq7uiEupUxaZjxLFq38Q9870eAiAiICIgIiAiICfwUBkYH+V1AXzfnREaisrERB4cONrNkzhhIaHU8HR1uk5DTp368/vn4+9PTsQ88/8Fb1R4A5mSmIS0qjpf2PeuAfCregKJOw0Ls88Qthw5aDH/r4e/cvKikiNvoVTx750d3ZlS69/7hb5/cW6j07pmbnoqakQF5entCt9r+l5QmygT+6SUlVER0cHOjk3J/L3kcwNbOjtqYUt879hark5abS0FCGvkFr4aHDE79D6KjY8dDPl7iMbKHr9ZYd+4S3tc8DnxISFYSCjDytJFtIiU+hvKIKMSkpPLq4kpaWzZmr3iz7bBbpBdEUZ8iRXZSCmjooyhiTlp3DzImTCQ99TV5hCV7d2qKhYYC1tbVQlicBD1m1dA7ZRWXs3LWN0qfh+GdFk9tKAR0HR9xNDGioq2TamLcu7YLDi+OrVzBz0w6Ki3OJjQ3AxWWY8LPLlw+zYsO3fP35LPzvPuJRTAQNTRJ0cLImK6sM6VZNVNZWMGLCFCqqC2iokueWjz9itVloquvSr7cTPXuP4+TVE+gbOXLq+Pe0tzQBMXlSM5NxNGuNsq4ua1et+NktIWC5dusGVIwcEa8twspEm407N7Dpmz28CHvKommL6Nh3IK3NdRCjFXNmTyQ8PJRpExb8xCDPyk4hOSGGgqp6JARVJLLTmTh66k8y9Atc0U9fvYqDhRlHTh6lq0s3GuprcXf1ICcnlTOXbuHi2p7GhnqMdLWQU1BHVkYKN5e3B4lxcW+4eeM8YbEpGOibs+qLJdTVVSMrK8+VG5fYf/QCdvqKjBg7kYcvfImMDmPMsIkc/O4QZdXVdHCypYFGTAzs2LR2IwlJScz8bAr6ekYc3nWYr9euoqKynL69eiMoJVhXlMvxy0fZvu0YtjZ2QhkEhyq5eamEPLhLr+FThMnt+o/ow+Uzl1m67DPOnvR+58r++NljPNw8/lteRZGcIgIiAiICIgIiAu9NQGSgvzcqUUcRgX8lsGbDYuys2nHj3i0O7j7yLm7zz2T1n9QWHzFhJrUNhZw/dpwp8z5l/pSpdOv2+9/8C2JlX4YEcWDvOqTEJbDUtWTltt2/+cb/j+CblZeHvvbPJ7D7Txj/EbK+75hG1nYc2rsQT48pvAq7R3NzPZoaJliYt+V5sDcmBo6kpYbj0mU4Qc9Poa1nhaqaCfnZ4ahp2mDVtgMyNKOooMyde4+oranE99F1iiXSSApqQlNFgcCwF2hpmKMoJ05xcSHVNRWcO36R23dv04g4c6ZNJS83SZgA7cLFsxiZ2mBlYcWFCzfo7NqeqOhEvl665J1KghjyWUtm4P/gKVMmjqGlqpngonykFSTo374jkXGR6BmooCGlxydDxgkNNsH+KikrJSL6AU0N6hjrG2BnZ4/ADf/yleOcOXsFDxcXguPjeBWZgGxTE8oaxshJlqOgqkgZzQxx9cD76TPK8/JoqIfu7l1w72bJs2dpFJVVUkcTpdXZTBs2lXFDRzFt9hcExDxi/bLVDOs74Bf38twl89DQ0qOkOJcOzq4EREUQGRzIrvWbEYTJpOel0c7Smfbt25GdnU1IZBg6xkZ0tHEUMjl96Sqjhw4iLj6agBcBVBTnYWhlR2x8AhoK8hhbm5KYkEZvz75ISIpjbmwqfG733kMMHdoPIwMD1m9fg42VDZnZWSgpKmKgY0Ivr57/so1u377KxRvXmD5+Gm5uHkTHxSLRSoyionwc7Nuw6ItvWPHFHFasW07fAd15/sgPc0U9onPyGDlyAumF2TRVVZCUGo++rhWdXKx44BeEtYUVd319GNhnAGXlZcjU12Nh4UBtfS3d+w55G5aQHIeyvBzJCU8wNe+Etq6l8EAo8NUzirIzKciMZMqcDR/Vd8b7voeifiICIgIiAiICIgIfQkBkoH8ILVHf/xkC4a/DaOPU9j/SR1Di6K73OYJjXrF44VrWrVvMtm2H/5QfkIIfrr6XTtPrF1xr31cxwQ2foBSboAkMI8EP5R///7UxBDddZWVlwhjY92lnDu3hqu91rO1a06mdC8WvIzC2c6Bjrz4o/F+CuvcZ55/7ZGVnEPb6FQP6DvnQR/82/b3v+ZCQ8Zya0hq+mLeRnIIMXqcEoYgs1XXN9Ozan7DwO1hZuNDQWI+ioipxMXexsulLdVUx0+ctIjktHkvb1owa3pfXgZdp7TaIp8E30FBwpKqwns8XfIq+vhGTpo4H8XphLXBJKXmaW+rIyMxi+JBBGOkbEZsYjbKCKtduXmTkiLGII8PyDWtY/Ol8unX8R1K75IQEdm5cyoylq9i/ehVlldUs/Ho1FTWldO3Ui1WLZqKtqMDeK95sW7aMiMISOjnZ0UqyDu9b/sSmJGOjqsTRMzeF63z27EkuX7uIkZ4OVjYGHPINp1VhChJiSuhbypGeWU9dRR1DBw/A78VtVHTkqMpvhYerJzW1ZRRn5VNV24KRniISCho42Vgi00qKp0H3eRGWjKKKJKN7DmTSpJk/u68EDNZsXMm0KfM4fGwfm9asJTQyCQdrCwLCn2NmbImz49uwjoqKCuEhR1B0ECP7vi1JKPie2bV/H0sXLuL8hXOkpyeRnlfAknlzeBocgp6GHk9CAhg3cDDWtm+NekH5yCs3ryMt3sKgAcNISErgSeAjlBRVUVVRIvR1FF9/8fPu4UVFRcIkjkmpSZQUlwpLNOpqGbB191amTZzOk4AnwoSB4s1ViNdWQW01rcQkyK0to6qmAUNjXZqly6grk+Z+SCQTR0xCR1WSgJfBtLNtjb2tE4e/3YRrb3fMTNswcfoMli3+nEH9B1OUH01SUhxV9XIM6DeMqIRw9n13AHUFWeZ/uhwdnT+nvOLf5gtCpKiIgIiAiICIwEdJQGSgf5TLIhLqzyLw7Plj3Fx/u5vk7VsXkVdSwdTECr+HN+nhOQAjo7c3WP9pCwz0JyYylLqKCmYuWvlehvNvmVNgAGRlpmJi+ss1s39u3F+7VU5KScXc9G2m6QtXThITEsJFn2sgIcuIAX1ZumwjxYWFJIcF4j7kP6+N/lv0/l9/JjDwBaeunWfPxu0EhgYRG5eIrnYrenQbwR3f85RVNaOvJUeXjn156HuKsjoJJoyeTXFJEQ/9TpOTlYWimg1nLx1m0bwFeHQbjJ1bW9au+Bpp5RZi3kShKqVFe+euWJhpc+DQPhRklCkuyUZaygBjI00kJaQZO2YsZy6cx6VjO06fP8FXKzbQ2sWTUP/7pKVnYGlhTnpmKgkJCXh178mI0T1xNFZi5NRVLF09B5kaaby8XJCulMM34AG3noTj4e6EWGUlssa6TB40loiMJAJTYqnLK8feUI+bdx9zcN9+3Lt54dbDC8dO3aipTGbCkBEsWrMGOWlJaqtrkFJRJe1NMt09OjNtygxuPfDmyaP7NDXJ0W/QMEyN1ciMyqe4uJqCskTkNXWZMmwk46dNQLylFQqKcjTVSWBtb8XkUb0YMmzmzx7QvY6MYMv2jSxe9Bk1NbFkVqhioKzOnScPKSvIx9rMlk/nzhUmctu4diH+MeEoSOnw5OZDLnpfpLqqiuTUbNKT42jdthPDBw7gru9N6uqrcbBvj5qKEmamligrvz0wi06MZc6cqVw4dZW9+zagp2PMiJET0FDXFLrOT5k1jx++3/err4DAK+HNm9eEvnlDcUY8ugYGtCDJ69gYSssLmTxuFqfOncWtY3vSo8PIKsqloKaBuZOnIibWiJKqObu+2w4SUowf7oGYVAmvn2ew7+RZ2tpY06a1Aym5hSyet5zgV8EMGjwUTXV1YciCIN+CoAlkENRxf/DgDrLS0ri4vU14J2oiAiICIgIiAiIC/8sERAb6//LqinT7wwn4+VyjR/+h7+YpyM9FU+v3ueV5ERxEU1UZKppaWFs7CJOS/ZUtPT0dCSlp9HT+fR1zgfEuaMdPH+bS5ePMnfwpJy+dpLy8FE1VNWZNmo1bj4EfrE5YeCht27T74Oc+lgcEN6SPnj5gUL8/9tZ/08b1ZOfksmfPXsKi/Ln/5CU6OoYM9PLgSYAfg3qPFh74xyoKXwAAIABJREFUPHx8CveuY0lPe4Oqmh7Rcc/R1bWlMFuQiVybyopM7j99RmunTgzqMxFPdyfauPWkl2sXCvNyeBEaxicjxtGpowtBEQ/5/tApPpu7hG/WrKFn756MGDyMR/6PMTTQZ0DfAQSFBgg9KC5euY6mugrdPdyFbsy9x3jQ3bEbK75cx7YNK4l6dJvhc1aydvdGtHS0UG9qZtLEWfi9Cuby8dPoGKuwcfNucvIjUFdxYtexbShpqKGmaczzO/fJLmyijZ0+96/c5vT581zzuY2BgSKdO3RDV1sPExNjdm1bhn9YJIU5zYjLiyHWqpna4nLOnzxIZaU4D1/601hfTWsLZySkpAiLDqO6qgAHGwfOX/OmorKRpvoyxgwZQnhwMDt37yJVUFtc3ZTW9k7CLZeYmIievi5b96xg/oyvKCqMQ1JakzsPLpFbUIJLu77C7PYS9XLs2byT52+ecu7yBQozo9HStGPBzCXcvetD9JsIoUeCkroWBvqG1NQ38/msuUS9CSMvJ4s9J85SV9ZMh3Z2bN24nrTsVFoaW2iFGK/DXmAtqEOfkMyAPm9zDvxc+9EYjoh8hoamNno6lvyYm0PgaXP57FFCk2JpbeMoPBTYum8bmhqawkOZtSu/IijoBZVVJUQnR6GnLk99vQxikorYWVryJjuWXu09CQl8yNPQp3R27oq2jhGDRw9n5MjxREVG4tzGmS3rNnwsr6pIDhEBEQERAREBEYG/jIDIQP/L0Ism/l8jcGz9VzTVlzJj7d7fRbW01EQiI1/h43cLdUUV1q3bIzRmvvv2awYMGIuZ1dvESv9pE9SFVpCXe68DgA+JxRa4yn62fCYSYrK0SIhjqKkqrK89b9o8Dpw4xpSxkxg3ZsYHif8h83/QwH9S57ET+rL4i7W0b/02c/Yf0QShChkFKZy/6o2ynBbtnLSxt+rM1p3bWfvVOmYvnMzB3ceFN72VlWVU11ZQXd1MSPhzvLp5kpgcyeuEZCYOnUx0xDXkVVtzze8sS2etY9G0IbTt4kULLTi1d+H81dO4OhlgZGyFlb0nr0IDSMku43GAL22sbDE200NVURcZGWlMjEy4/eAhk0aNFrpgv3jxAk9PT06cP8SN+zdZOmssTk5DyUqI48mx/XQaP51Pxg1E31wXDQ0VAp/HMnHaJF4GBrBifn/KalRIjkunRUqdyoYyfF+8pKG6BllJBVTUJamtqOXO5TtCxLMWjWPymE/Z8t1uDPV1yc3KwVBLmYCoEMSbZWlRVMbTXp8rfi+QlIADm5Zx/OILXr4OR1ZKEXtLLVqpGFNfnUl6SjKyWjp4qKlQKq7Mpds3mDt9LifOH8fLzZ3ZM2ahINsKXT1zzp2/TL18OcGB3nTtM4pR3cYR9iaM9Xs2oiKmg6aeKtFxcQzs2ZOEpCBcuvQlJjYKV+fuNNFMSHA4X3y+kAtXL6OqJIuqpja37tzEy82Ni953UVKQx9W5HVERcXyx7At6DB3Gw+verFq/Glk5BTq0bkNXF1fu+D8mzP82/foOw6WrJwdO7CM/Nxd7c2OMTK1xbudGXGIQYq1aER0Ti621AzaW7YgIfEJTQz1tuvbg5LE9BAc8JLtGEiTFWPn5CgSZ460tLEiMf01mdi4RUQn08vSgtCSPZglxpKUV6dezP/tOfcv8iZ+RkhSMgqI2LyNeEhwbz9VTl9ny5Rc4d+mOhubvc7D5R7xTojFFBEQERAREBEQE/kwCIgP9z6Qtmut/mkBVZSXyvyET/K9B+XbLNxgYGREWHsbUmQswN7fk+91rGTVpPioqan8qT4FxnJiSgqWZ2XvPe+H0PoqLCpGWlaeDiye79m+hR/vOZBaVYWpoysgxk957rL9rx4K8bO7cvEifIRPQVFf71RwHgnCFPYd2UVxXQTvbDrwKfcbC6Z+z59C3IC6Bg4UN8ooKONi1QVaqhZjYlzSLtVBWIY2UtAwSYi3c833CF59OoboqG21dR3yf+pKUFsmC6atJS0vjedAtDDUNeBgQxsSx42mszcL7znMG9GhDwMskErLykZYVp7G8ivyiPOxsnFixdNW75RPIeMPnBH16jEReQYk3MeHU1zcxZfoUQoPCeeZ7i9M7NjL1y00MGT4cfSNVpNRVeRMUT6/u3Zg4cxoS4jUcP3mSAf1HMnHcVKqrq1mzfjUnb/jSzlyFLq4uxEbFsGnDbgwNjVi1fhFffLoGj2EjsTbRJzzED0V1I6rrC9m0bAWHLlymV/cu3LnxAFV1TXq4uyEmrcGl8+epaCjHRN+Ugto6pOorEFOQIT8jHX0tQ6RLixHT1KeivpLauhYmfDKSmqoEvNwH8Cw4Dlfn9hw9+QOeg7uip21IWW4qstK6rPh6I0oqMowbMZ4b3teZO3smQSFBnLt2myGjR9K3U3vS8tKpLqskJb0AA11NXDu058KNO6gpSNHcSgYtTTUqykrIz8vFLyAAa0NnpOWbmTVtLKvXb6Coooq+nl14ESooi2ZDcXEWXVy742jrwOOn9zAxsUNfU437fpeYPmOV0PVdUGpPWVEHJSWld+tVnJ/L/tNn0VQUw8TIlo3797J+4afIqaojId+MkaaF8Lvo6KmTpMTHoqWtwbQpM0lLT6Supop27d34fN3nTBszk4qCGMqqqvANekF+uRSmNvasmTLt7/pqi/QWERAREBEQERAR+FkCIgNdtDFEBD5yAgLDeNnyJYRHBjJm5FAiX8WzdtOu31QW7q9Q9f5dbyTFW+H35A5m5rboKCnzJuYNesaWqKmq0G/AiF8VSxCTWl5RiYb6n3sg8Vew+rk5J47rj629AytWbnkvkSbMGsuGrzaQmpFEYnIKr99EYmdtjY2tJXLi6ujpqPEm8iFNTY2UVdRS3yhGXmkNUhJgbWTH0+AgZk+fhbKiAj6PbxAaFs2UUeMxN7UiLimaS1dO0alde/T19Th3/SHrlq/isy8XMtKjO6dv3SM0JhoDBWn6D/mEktIi0rLTuOf7gCtnbtLWyYn4kEBKKoro6NFfeNgg2N+CG3VbR3tSE5Pxv3uD73euYfbKLYwYPgJlXTU+nzeGHy74oKagQdfubkTGxfA6KhlLcxv6eHZhxOBRrFq9Br9nfigoSyIvKUVTXTV2rTtxbN8xYVzz4LGjGfnJcO7dvURUXDpF+TnIyIhjadkWdVUN5s0Yxf4TR0jNTKena2+CgqNobq6mqbGOW5fvsOGbxSTlVVJfV0ppdTP9u9uhrGzBrXtPUVFVphlJDHXFkJaUQUdbA1qUyclL59M5i4TJFJ8HPcfJ3pFvv9tJY3MTjq07YG5ozMvgMO48voGUpDJS4tKoq6oiK6/Ipm++FJYdC34ViIykOIpKWsTExZBfWMLjZ/6sXLKIq9fuEvLqFSrqahzdv5fg8FAOHjxATEISowb1oqqunrrKUu49f82OTeuEt/B2Nm25fuMiVtaO2FrbCj1y5i745idl3X5po+VnZlKUmYaivhERb8Lo5tYdBQVFYfeV36ygrLSc+bPmceLUOWFSwbbtXQgMeUh4eDBzpi/jh+O7aJaqxtHGi5NnT/H5guWYGRm+174WdRIREBEQERAREBH4uxAQGeh/l5UW6flfSyAuPobQl/7sOXIIOSVpunVyYfWX2/+r9CkrKaapuQn/e9dIzkyhR8/B3PG9QV1dEx7demDn0JaUtEhkxcqxsu/7LkmUQMnc/Hy0NTX/0Oz4ghjbhoZ6ZGRkhVwFBl1uXhZGhr9Pwr//ZLEOHdrBzJmLuXjdm/SMVJbMX/SrwxUU5iElJcveIzv48rNvOHbmKCOHjsLnrg9XvL3ZtmEbEWE3kJeVxNisMxYWrfF/dpGcnEokpJW5d/8uOze/PQCKS4miKC+PVk1VeD/xZe2SHXyxdi4mOoZ0aOOAnJws85Zuxc7UlE8XLmDWggWYGOjRXFUlXO+Ori7Y2jgIS2zJqyqz+vPVjJg0g3vXLrzTITrsJbJyikyZM5bHD8MIev6QQ99uZu6ydYwcMQIbByMMjPUZNHAMUpKKXPU5SvibMFrqVKhv1YKKsjLSLSAhcKluJYGFniyzFqzn0InviEqO4ubJB8K5LNs4IqYojpudFeWlJZSXFSEpq050bCJfLlvA0IETCI94ibRMI99sPg5SChhpKlBXWU2DVD2vwsIY2msIYa/DaBZvonc3Z3z9XyCpoIZYtRiTpozApUNnIsPukVtUxbTJi1izbhNqei20te/K9ZtXkZWVQ01BjZzCXDJzMunfdxD9evRlxpLZLPt0OSXFedTUNCItp0BvD3fuPbpH7+69eRbwlJdhIQzqN4Dnz58RGR5MvyGjuX3LFzNTHWF29nZO9jx/EcyQQYOIio4kOj6GhtoqZMQlCHoTzuKFS4iOjMTezolrN7zR05Fl6qR/lLd7nz06a6AXeipKOPT/hFexkdja2VFb2UB8Qjxurl1w6+JKC2JoqGsIhzv1w7eoKSjSf8Q0amtriU14hZODCweO7qKqqp4vFi5/n2lFfUQERAREBEQERAT+VgREBvrfarlFyv43EqiurmL3rg28iX1DeVke7l7jWbxw/k9UuXX3Ot1cuv/ENfVj1fWG92kSkxIoLy9nzJjJWFm35nnIIxrFIpCtV0ZXxx4js47Cm9W8/Fx0tHX/cFUEcdtFxYVo/1+CP8H/2/Zswqt7Hzq2/ePixT9EMUHdazMT458cXgieF9yyCtyTf2yCeuBHz52gX3dPjI3MkZORJSwylCNHDzF15kzEqrNRUdWmpDgLMTFx2jsP4uYdb5qbIT4xSXizPrh/f2ys7Fn7/RI62nRHuVU+r5OLMLOww0LPkuVrPqe9lSXtOnYlv7oKOVlZzh06Tnm9GJ7ubhSV5yBR3URKYaHQYFNRk6SyQZJVC5dhY25JTk4Ourpv13XVklms3vQdk6f24cC+a8IY61OXrnD3ynVeR/hTXJzK9dvB3Lx7m/6DhjF1wjgmzBiPoqIiXl27k5QYS2l5NfW1tWhIg7KGEl99uY+DRzcQX5jF6R2XkJSUZOaCyUSmZKAlXk92ZR2t7SzRUDTFx9+P0/u38+BxJNqaylzzuYqliS2J6bEM7DWM5JRkenp25J5fABEpkczq5kJAcjZKKvJUNUniH/iSjcu/5Mqti6Rnp9Kv+zByc7Pp3cOBqiYxrEwdUVPS5vL1y1zyPsXlk7c4dOwkaalJVEnUYmVmSkl2OR2cnYl6HYxnz97YWdgQnxiJhIQidjY2TJv3Ge4d2zN82CBehj4n5k08Tu07o6+lxdnLl3Bxdsb/qQ+3Hwcz5pMRJMdHMm7cBOLiojE1NsXS2omyijKszCw5fuEiKnI56Olbk5OZhHu3kaioaP7sVkyJe0NpbQ3qaqoYGZrjfeYEfYaPQkZGRtg/PDKYmPhUygpTkFFQ45PBo8ktSsHC2JFbfufxdB2ErIwsz17cRk6yFbIK+hw5eQBpKVlsLWyZOP7DclB8yPsi6isiICIgIiAiICLw30pAZKD/t66cSO6/FQGBsTp2Qm+SMzPp4eLOl6u2Iycn/1/NIDc3h9q6KkyMLYR6lJTlERHhSze3ccLb8oSkRPR0dJGX/330FDDctHIpS9dt4ty5C0yYME44b3VNDa/CX9G1i9tPeArimqtra9BQU/9oOefk5RERHkjv3j/NCl9SVoS8rCK5hYU0Nzaw8usVWNu1JSDEn11fzUFN04aG+jqSk4IwNHHjSeA9PDr3RFxWlsLiPE5ePsPwvkNYtnU9ZjoGbFw8F0Fifu8HfiycsQKBx8GB04dolGpCvKUcqRpJTly4ja2FJeu+XM2Xa1dx6LtDPA7w49S58yxZuIizp6/j6GiGnb0D12/cZ9nihULj7cuDn7Fm+jZmzRnIlKnf8O2BTfg/CUVMrBWXzhzn5JnvySpKo5/XWJ6FhiIn1UK/3n1Z/uVqOnd0xNymCzcf+TDQ2YUHT+/QqgHEFJVwtDBA09AYaw1dxkycw6VLZ7jh40NozEtamqXRVJejEmnsTAxYu3w9i9eswdbCBllpKfr37E1GRhru7h6sXrOZvNISTAz1uHz9LK3qmti9eR3LVq5i2dpNvImJRFNVmmdBYeQXl6IqDUcPnCU45DTu3Wbw5eYFdGrfl2OnT+Jz9orwsODw0eOUllUwf850frh4Gp9bD9m5cS3WlpYc+mE3L0KikUQB167tmDh6HGEhz2jb4R/789jxI6hpKJOTVURCfALKGgrY2bUlKMCf6toSikuqOLLvCIEBj4iKjycsIhobK1sMjfTo5uKOjpamcD0P/LCKz+b8sjdORloid/zuM7D/UF6/CubUqmW4TZ3HnE/nExcZxt0HftQ31eH7LJBJ4yZw95kfvT28GD9kjPCA7ccQhtdvAsjNTiEoJIKg0Bd8tWQ9XTp3+2jfK5FgIgIiAiICIgIiAn8lAZGB/lfSF80tIvABBC6dPcHRY/vw8hxIl04dcPPq+wFP/+ddBYnq2rZp+0ED/fPtblhkJBpqahjq63/QGL9X54vfbSWhoAiFsgrGLF2Flp6ecGiBISG4MRcYTh9zi4uLw8rK6p2rv6As1tOXL+jR1f1fxN53eC+W5hZ0c/Vkyuyp9PLqz+ZvN/LExw9xCTHO+53j7MGjePS0ZMHkjWhomhMa/hKfR3coqsjDXL81cyZNZ9y8wZiaazOg13hiwoKZOHYBtbUNKCrKc/7mZRITXqKipUDH9j2QE1Nm5979KGuqsmHpShasWoaXqzPKCuqoKSvh7t6TS+dPERYVTOcu3XHu0AVdbR0mzB/Gl4u/YdXKz1jy2WamfjENRytzdBS0SUpLIq+oAHF5cfq1tkDdtB1pCam8jHiKgYklFVUtRMXE0blDG3RkVNl58ABSCjL06NsPGzNVJMsbkKhuYP3hs8JDhXFTx/DU35/mlkb0za2pqqxh8siBpKZHYWxrjIG2HfsOn2fPhi0cv3Sc1DeJ2Nu3JSD8FYISimOH9icuKYUmsQamT5iCz+3bmFtaU5pfQlJKIqFx8ZzauYPxs2YT8OQ5YuLihEa95OZ1H3zuX+bJnRBhabL/v1295s2dB0/Q0VXFxtRcmFyvvgm0NZRIS09nyaLlXLp2lPGj5gjL4yXEBZOQGEdlVQtVtWCkp0FBcQE5BVUYG6jhc9+PHeu38uDJPYYNHiX0sBg3bQInDx0XPi9o164dRUtDB9euv1x67bGvDwfPnWXiiJFkFyVx5vhJ7t56QVZuNi8CHpGRnIqeoQG9+gxCW1uXCYvmoa+pybypszDQ0WHTt5vp1N6FqpIsUnPDmDByJTdvX2HsqMnvVTXiY34fRbKJCIgIiAiICIgI/FEERAb6H0VWNO7fnoAgjjkhPhp7hza/C4v7D25xYPtmnN17snjhUqRl38ZLf6xNkK3b78F9+v5f7eWXIa/o2KH9e4lbXFyMmtrvlxROIEtUyDOyY5No3bkLhrb27yXHx9hJcOixcdsaBvUdTkpGEoP7D30npsAboKgsF00VXbbt3cLyRSv54exZqM/lxOkLPH0UwpQN00mISmBw937Y6CqTXdSCob4hT588orKiFlktWQy1TagtLyMjM51xQ4fj2L4LJSUltHF2wLx1a84dOoxYixTHz+9HXlEVDS0dxMvrkVZSJzQ6iuGDenP55k22r972E4SXrl+mvDgXxzYd6di2o/Cz777fiIWVLWLNzfT2Gs7txz48fvCIyvwsdOTlSCipJacsDQuTtjTV1/IiMBwTG21MjQ3IzEzHpVN3enbtw9avlmLtaE5WST5aanrk5hej3FzHqDHTcPbsJZyrtVsX5GXFyc4uxrVbJ0wVwcDIivjkKCSlWlDXtiC3tJRda/bgfceb7w8dYVDfQRw5cwJbE20aGmsYPXIW1+/dYNzIPlzwvgctrWhpEsNIW4N+fYZy4uwP2Ns5INFKBgsrU7xv3CIwJJwdm76ma+d/PUz5Z0AVVZX43vdBQlyO8upixo+exLOgAJ6/DKKLc2devLiBvoEd6rJVmFu7ERb+mqaGZsJfh6KgoU51RQmtWtQQp4rGpkaMhYn9klBTlsNQz5RJE8f/y5YuyMvhvt9Nxo2b+ZPPBN9fbl6e9O3phbqWNrOnTufqpm9QadeWr/d8SwcbJ6KSopk84hN2HjrGzm++ITAoCi1DLeTFm9l5ZB8dWlvj4dqf8WMmcf/2Xirqmhg+9NdzKHyM75xIJhEBEQERAREBEYE/k4DIQP8zaYvmEhH4BQKC270fb7Z+CVJlZSU7d20nJTWKHu5ejJs45w/nKTBsi0tKSE1NxdjICB2d31arODwiFL8XvgxyH0RBcSEZyUno6GoQnZTN3Bk/NQx+b6UqKisJeBWKl6vLR3NrV1dbIyxBpaT6NpnWhzTBjf/UeVNpbGpAVryZlcvWYWJsLhxi9ZavkJKspqmlFZLSsnRx8mLNhnX06NsJ3wdP8b3ygJiUWOzN7bj7+Bqp6XG0iEvTzro9wSHhxMUlMmHcKLp06ib0LHgZ/oznIT6EhKRQVyWGtrYivbz6oiAljox4KwzNbLnz9CEvHvrQ3aYttl2700panuaWJlSVVLC0tP4X1QQHDHkZaVSVlFJRW0VM3GvGTpon7Ld7+2aCooMxtbPHXMOE8WPHU1JezuYdX3Lx+iO83NpQVlKLY/u2XL/lTXZmGbOnTeLG7fM4WHXE0kwFCWk1HCwtsLCw5+SZvWgamPP5nGXvPCQ+X7KIZ4GBTB/VS+jSr2+iRRuH3hw6vYZe7mOJzU7mpW8AHXt7UZGcxozZnzNy2my+mDOdO/euo6KqS6eOGqRk1GCoa862XdtR19bEpbMrOZlpeN99ROTzQAaOGsrKz5Yxde40YkLffFCSwx89T77dd5BRwwax9/BRbty5T/DDe8JEcxkZ0WzdeQAPdzeqKipJzU6kpVEMJWVdEhIS8XJ3IyTyNcqK0rR3aov/swjWfr3ig2SICQvC51EA/i8e49bRhbKKapzb2PLiZQgS4uLCWPl9PxykICcbBQkJenXqSMe+Q7l3w4eojHisDYzo1LkjTo6d0NbSFCZgLC7OQV39reeKqIkIiAiICIgIiAiICPw8AZGBLtoZIgIfAYGnzwKorqumt1ePX5Vm/qJJtLFyYPCICWhq/jZj+UPUrayqRkFeTmisFRYWoqn588mk/t2YgjJaMxdMwMXRlZyifGGyM20ddfr0+URoNAiSwbU0NwvdZAX//56tsrqa2to6NNRUf89hf3Gs4uJ8kmKicXb1+MU+OelJaOgakZaehIW5jbBf9JtgbO06vJf+MbFRbNyyFtdOrsjIiFFQVImOvgq5+bEYG3elKT+PBhpollUhKTmeLxYto6ahDrEmMbbuWsHggRMIjriPR+fepGXGUlCUj7ysKZ07dkaQcb+6soLApFs8ehyOnKwieko6NNaIoaurhKqKKRpacpgbW/AmJgIzUzuUVWVJiQymWbqB/BJZtDV0aKwtYcTIKULdBPvnu/0H6O7ehdKkeNIzs5BuaCS7poiYhAh0O/Rl3tgJ/LB7KznlZcxe9DkWhhbC59IyMzlyfA9ysvJY27QjJOQRpiYWPH38BHV9Izy6dEZfXwM7K2ehES7Itr7n+7UM8BrK/EVLkVJSpHu39ny9fA02lvbvEuplZ6ahpqFNRUUBsrJKyMsrkVuUQWJ8Ok/8/Bj6yUjs7ezeraEgpEBaWlr4f35+Fms2b0BSrJlvdxxk5bqvGDN0JMOnjebYrsO4ubhQVVXFuOlTObx3H5oaH34QI5hH8N5ISUmRmZkpDMPoP/oTFs2ZTx9XF3zuPyS7JE8YNpKbVcTs2TM4fPgQevqmOLW2o6trF9Zu+Brn1rZEJOawdNFn77W3flR41pw5aOtpUVFewOfzF/PDkd3Q3IS+dRsUlVUIffGE8PgMqupq+HryJKSVlenWcwCr1qxGXKEMn2sv6OnpSWNFBdLK9SxdvFmYbV7URAREBEQERAREBEQEfp2AyEAX7RARgT+QQOSb1zjaO/3bGaKjI2huboWDg8Ov9r1x4QSDRk36t+P93h0Exrkg67qZmdlvGvrG3Zvcvn0Vuaoq+oyayOkLFzlx5MQ7g0FgfJSUlvxsfO5vmvAvfCglKpzE16FI6eji3MUdOTm5f5HGz+8ePXr0fpdIS9Dhuvd5oqITmDlj9r89CLl5+wZnrlzEwsgEHTU5lDV1yCsopawgm6DIUKaNmop0Yx1ufQYzbspY7t28L5RhzcbP6dTRC3tbW+74naUwK5e65mYMTSzo1K4HTQ3VXLhygpJKKYoqszHT0+HF01AMTcyQkahBTkEZbW0tVJRkqSxrIDsni6mT51LfUIaEZAPZebmIS6rz4KG/MDv5jKlzhfO+Cn3BlcsnkJdWYPLkeegaGgljwk9+v5NngfdJKq3m4PbviXnziqzcDMRbQVRiIuaWRkwaMZf7926SnxOHhJwWSVkplJWWIimpRCsxCI9N4djOvQwbNwojY2OaGqtQUZPCWN+e0xcuIScvzvyZ8/G+dY3CvGrmzJ+KR7t2OLV1+Y92SWx8LHv372TurIU8ffGU7fsO0KOzF998vYQv1i5lcJsu2LR1xr6d8wcZxj8KJfBeOX/1KhXFFTwJfil0zVdTVScqOoq7V70Jf/WKo+cvo6QkjZ6mNt+fvcLYYf1wd3GnS8f2pKanUlRUgqW5OfceP2HEoIHvre/2b/eSl1eIiYEs7u692fHtFlLTUrC2tCI+PQUFKVU0dLSJToqlk6Mz327b+U5Hzz7d0VVUxNjEjIT4OGzs7IQJ946fvvze84s6igiICIgIiAiICPydCYgM9L/z6ot0/0sICG7FZH8mfnzbtzv5bP6Cn3XDzs/Pxz/oMeL1zQwdPvovkfu3Tiq4Bd2+ezO37vrRx6MzcWkprP9yMwYGRsJbxoKCAkxMTIQ3hIK/fyy/9Vvn+6ueu3B0D+3de2JhYSsU4ccs1u8rT0JiPPHhIdx5/oSh7t2tAAAgAElEQVQ9Ow78pHTa/z+GgNWmbWtJi4lk8VebOXl6H2HRCQz28KQgOZ7qlgacbNqgb2TGV9t38MTviZD18dOHmDFl3jvZzl36jh7dR1FWXoKaigbPnj9ESqyRhLQs8grzcO/alYCXr7hx9Sr9Bw5g2oTRqKgacO3GcVw69cLBoR0DRw5CS1OPoQPcsLLqgveVE4i1aqFdxx60c2yNqqoqkW8iOH7ye6TFxPDy7I1Xr7fG4qlDezh+9TgTpyxgSJ+hwjKBAt2uHznAAZ9zPLgVSFiEP34PHyPbXIK0sibxmbkEBQWw8vMtXLl9keycYnau2cisz+Zia6KOgbkTb16H8CosnJLqSnQ11ZCTlKahpYHPps3hRUw4jUUFpBWUMXjYBORkFJkwauQvLpNAHgkJiZ/9PCUtjRNnfkBavo7G8gSqamx4lRApLIdmLSbB995XOHjwOCoqvy2fQtSbEOzt2qNibMbY4cNpbKhlz7Zt5BUUcu/5XWaOni40jB88fgiIExeXjJIqmOubcuDYacaNHoyFuSN6etrCjPn/rgm8BAReCBPmTcHO2ARtbWPs7Ky4fe8WRUUFVNTVoywphZikJAWFRbRv68iDZw85f+SacJ23bt2IvIQUpy6cAQkZOrRpi4RYI+ZmFnz6+dJ/N73ocxEBEQERAREBEQERAUBkoIu2gYjAR0KgsrKchsY6VP+/msQ1tTXvflwfOrqbmdMWfiQSv58Ygnjar9Z8Q3pWOsbGOiyavwQNVQ0qK6tQUPh9Sqi9nyR/bK+nty8joaxKF1evn0yUm5OJjq7BL07+8MkD/P2fYGdpgd+1Y7T37IuWtjFDh/zyQUxtTQ37D3yNV8f+OLl5cObccbzv3qNP1y6kJsWip6uPeG0Tbd0cOX/9GaNG/D/2zgK4qmtdwF/cXYkbISEhBoFAEzS4u3txh0KhFChtoUKRIqVAcfciRQOEQAIJIUZC3N3d7c053NLmQkuovbZ3rxlmyD5Lv7X2mfOv34Zz4uReautqMbW2Y3CfvlRXSXPnzk2UFCVRVlQnPjUdEyNDwiNi0FZVRU9HlUoZCWLCI5CXlmT8uBlkZobQxt6D8LhYzE0siQiLoX17F6573aCluRl+AUG4tbUnIzWR6toqJk9+cVbv+vgS8iyIrJgn9O4/ih69Boif3755gT3711NQWoNByzYc235G/DwxPozIhBgcjFvzNOoWg4csZsX7c/ni81088PflytULREWn4OphR4BfGMoqShQVVODZuQOhUVGUlRaSnJlERno+UlIS2NqaEx+TzWerlxIS5YuhsTXnz1+irKoeNVU17lwUCbiQkpKIiYl5k73y87tAp07DXrt/kRFBRESFEZ8ZzpxJH7Digw3klaRz7sgpgkKfUVVVxrCpM3h23xsdnbc3c6+qquLYqTO0b9+OXXsPotVCm2E9e+L90BddXVXqqhsZO2o0+48dwtLElPycdHLKa6korcXJzorMrFxsWxnh/s6vu86IFifS2K9a+yGGWtrEZCZjb2WLf2gwvXv1IjEmmrYuThw7fwFzLQ1qpaWJiIpCW1WGemlFjn57VMynV59uGGjrkJqejrKKGjW1tWLOr7Mi+XPfRqF3gYBAQCAgEBAI/HMJCAL6P3fvhJn/ywhERYdiZWnXRFsn0sJeuHyO4YNHUllRzs4v1jJp7gr09PT+X1ZfWlomFqrfxk9ctIaz546SmpnDrGmzUVZW/n+Z+x81aGZWFvp6es1msGrqWDYeOPFKfRGX09+fwPe+L7o6LVBQkUdVVZri4lo0VXUwtdAjIjQCJ0dXCsvycW/fAW2dF4L+s2B/jh38GkvbVsycs46i0kICn4WQkxRHSNAzRo4cTdDN6/SdPBKvew/JykrDxNySjs7u5JaX4ubsStjzSK7fOMMPtx4ybuRoHOxtKS/OpbKqGilZecoKs7l+zxtDQzOGDuzCiRPn6Nd7IHFZyZy/eoiJQ4Yxaexq+gwbx7AhPQh+EsjkiWNxa98ZkWApLy//EnmvEWMoK01n1uTJaKmrMqDfC431ufOHeB5/kbKySmQV7Pl01Raxdt/Haz9FQRlk5mSh696KtvZ2XPEOoGNLbRIiszh17iQ9Bo1m7qKP2Lr3azq6ehIaHsaRQ9uRUZZER10fL98HdHBuQ0pqBoYGWhSVlDN+yDAS0p6jpiFFVYkczyLSqK6oYNmyhWhqqlBd2YCklCSlFQ3k5SXSqb07/sE+TByxQDzf12nTfR95c+zYMT5YsYp6JKirbcDKyorPt36NrpYWO/cf4PHtG2Jf8t9aJs15l6/WbyQyLpaUtETcXDpw7eYtsvKycbSzoWe33mIXFHPzF5cLJSVFBAU9pnPnXqRmZGJq9ObUhpcv7iczp4DMwmpySlJYufAD0hMzyczNJSjsGXk5seTlFdGutS0Pg0NZMHsJLU2N+fCLrbRuZYysjBQzpswWW0EkJiTQwsCA+Lg4HBzf7OLzW7kI7QQCAgGBgEBAIPBvJCAI6P/GXRXW9JcQEP1YLy0rR0Nd7U8dLzs7Uxw8rbqqiqz0VK5ev8y8+cv+1DF/qXNR6qX4pARsrV8ENmtOuXHjMiYmIlPZf8cP9Z/ndm/O+sNCg2jj4NxEQBcFeTt39iw19aVIlJWiqKCAY6euFBTmU1JRhZW5NSUVpVRXlXHr2vdU1cMHy+ahqWlCaloMakoGmJq3RE5BUXyhU1BYwPXbN8RpwOpEecolGygrLUZaSwdFOXlGDn+RXiskIoQnTyOYMWm8+G+RqfKECdMorihBR0NerE03NGiBgqwi+cX5REdn0NrWDn3jFuhratPW2ZmMgmSKy8rwcOn+MmjaF9s2ISdZj4SUPIvmNU2jtWXHZm7ce4CjdSumTplEa5ufUtzt2L4RXU1Zzn1/hPHT1jOk31CxgH523UqS4+PQbN2GSStWs2fzLMIi4lBRbGT64KUEH/uWQXvOoKCgxJUbZ3kekiDOMGBsos/Zvd+QLl1HelYelcXV0FgsttbQMdSjk1Nb1JXUuB8cjLKcNI1SEkwaPpnqynxcXF3RUNWjrKIcKWlJWlu7NNlekYvArNG9WL/1EJYtWzb5bOj4ifRyb8+AAUNYtXoBHh790dbS4ZuDBzl35JDY/Pu3loqKCm7fvUlcXDwOTk7ExCeTmZKJpaUVRcXZJCZmgkQVw4cN5vSZc2ho6rN25Qqi4qJQV9XE1Ni4WUOLXG/S0hPJzc0mKjKM+/7RKMrJUSdRTa+uPfHx9sLY2IDS8hocHR0IC/QjNOIJesY2tNBUZO6c98XfU0IRCAgEBAICAYGAQOD3ERAE9N/HT2gtEPjDCFRUlKOo+NeafP+SP/yvLeptfav/MED/4I7OnTuAlVVrnJzcxKsQCfmTZoyjt3tnZBrgpt9DuvfoBnKySFBDJ+d3yMtNo7Y6j6vXn6Kors6iOYuIi/YhIiaK1JwaQkOi2Pv1NkrKK5m/ZBbzJ03j5OlTODk7UVtXxc6jV0gKDxFrs3+MPi4SMoOCnuDh8SLC/OFjh8jMyyArI5+CwkrGjxpIfGIYxfl5yMgokJmZzrwFq1nz+ef08OjMtPGv5tEW9SM6E8/CQ0nPTKWmrp5BfQeLLyRCw54yb+l0pBVU2Lt1H5rqWmhr/5QJ4MChXfTtPQxHG0si45PQ0tYV97Vi6ghyG6SgsJgN23dz7tgnVNXUEvg0hHVjFvL0oReT954hISmOmw+9SIxMRU1RhfeWLSY2PJh5K+dSUqVAaOgjFBQVUFfVwLOHKy3UNHgcmoiirBSZpQVYm1hjbGCIuko9ORnZxGfk4tm7L0tmvffytBUWFyMnKyu+RElNiMPYwuqVk3jx4iWu3r6KrLwUjg5tqSlrpEe3d1BWksPU7NX6P+/g4uXjmBia0rat+6+e8AHDxlMvWcfHy+dRUlpKB7cu1NVWU1lZzpOgQCpranB1cuWm911qyotIzsxGT1OTObMXotoMq5XEpETSMrKxb2XF0SP78PIL5vSRw6xc8wGSMgqMHtKXlKQkGmRkCXzwA5o6Bty+fQdrB0dyM9KZOnEKAweN/ge/pcLUBQICAYGAQEAg8PcgIAjof499EGbxP04gIyuT2qoKTM1e5LN+myL6sa6qovI2TV7WfVthu7C4EA01DdIz0jE0eLPZ7OsmlRIfy53Du5j68bbfNOd/WqP1G9dSW13N4EFDcG3b8eX09xzfi5NVa47t3kaXXl1R1JSitV1PNDR0SE4IJSk5HCMjR4pqs9BVM0GirorKqjLy8jKQllIhOy+T8vxqlOSVaWFlSnFSMqnZeUQnRmOq14I+QydQUlGGqqIy0WEPGDnxhZm2qIguCA4e28ejwABG9B+IpKwCpsaGWJnbsv+7TaiqaJKcmkpqfhHO1tZMmDiTxOQUbKx/0hwnxMeQm5nG8/hYpk6exf3HfoQ+C6GyrJj3l6wSj9Opq7tYM3/syEVSU2IwMW1JWmaqON2ZqBw+8i0pUcnsO76PlOQ88TORL/SRk5sJDfajlUJLZn/yJZNnj8bRyZlxfYaTdOYYqSUFjPnsG7Jyclm37kOGDB1O3169yMzKpoW+Hunpabi4t2PsyEmo6yiTmpZMRnoq0o31tLSyw8ZSn1nz12Dc0gy3DnZUVjXQ1cWJkpIYJk1ei6XlT9kURO+IqLzJreO+z11u3P6BUePG4nfvIfPmNrUk+KVzm5+dhZZe81ImHjpyDHtbY3FawrraegYOGsOC91czdmh/JBXk8X/ohb6BMafPXafLO264tW9LW6e2r5jXHzqxF0kJSWRklTBroUVhuQRnL17k4DffEPI8nLTsRBobJGhv70JScgr3HvjRoZ0TtTU13Hpwh3cnTuerdYvRt3HhhpcPkjJ1WJiaoyGngIamLhs3fP5Pe02F+QoEBAICAYGAQOBvQ0AQ0P82WyFM5H+VQHV1FWfOH6Ffj35o6f1yMLG/C5+M9GRaGJiQnZ+H/s+0oc2dX2TIE+pKSmnTuXtzm/yt64lcHQ4e28XEMbOa+F2LTJN3frMDQ11VtDTUsLB1xdrqJwE3LSuNqrIyfAMf4GBtJQ5m5uDYlbDnj0hOSsTXP5i+ffoiJ19HVXUJt675s/HjTcREPUZVzYCYhHCM9Ey5fPYY9RKNjJk0n1OHt/MkPBodAy36egygJC2S4oYyykqlWLxiPYcPbabDO/25d/cqQ4aMZ8fOjXRyaEtkehZGBqZUVNZhYqRDbGwIyUkZ2LS2o6a6gsycYqRlpbG1boWzoxMt/5O7/ecbU1BQQFRUBC2MDJCVVcRQvwUbN6zh4q0bdHbvSbdOLgzoP6LJXh4/vo/HPveJTYnjxvXHLy8P1n+5GBM9AxRqZPAcPhqvW8do62hLK7vBPA15iqa8AuY2rcXa9vDoGETR1MNiwvlwwVJy83L5aNN6khOfk56Vi7quPEbq+ijoaRHqH42ldBn10so8CAxAw8iGVg76WJm7ilPHaSlrMHXi7Nf6i6cmBqJrYIec3Oujod+/cw19M1NKyitwdXD9w8+syL1E5McuulzxunURSTkVkuISaJRvoDC/DFvb1rTQ1SM2MYFObd0IjgpkSO/hTeZRVlZGSmoKz8MDeBocyPkbt5GRlua9Je8zdewkcd2AEG/aO72wsLh67SL9+w4RX05Ex0aTU5iFu2tniosKmTy5P5cuP0LUZ9/RI4gMC2RQ756sXb0BM/Pflo7xD4cmdCgQEAgIBAQCAoF/IAFBQP8Hbpow5X8XgUULx1JbWcXu774XCxx/5yIylxalWzI0NH7rNGKidaUkx7J3z5d8unHf33mZb5ybiMOVq2cZOWKi2Cf/WXiwWIgZ3P9FtO/CwiImzp6KSgNMmTZFnNfbyNQKm5/5XxcUFrJ7xzoqFdTp4+FBTnoEXbtNwPvBDRzt25OS6EuX7pPxenARU0NbVn+4lCXzFyPK+HXrvjdubl148uA+eZVVDO3dn6PnvkdZphLb1m4cOHmIlpYmfLV2MxHP/amsa6C8sorMZxEomlrx/JkPedmFaOmZoaasTGllHdW1pezcupvSslIOHt2FpJQCM6fM4fOtH/HUP4BGCWk6deqMkbYy4ybOfyUNXGlpKcvmTOPDTZu5fOEmygq16JoZsWH9Z9TKyPL+vCU4Ozli8Z9AZiJOIgH94I5viM/MIDE5m/DoCOysW3Pg6E4ePbqPhWlLFixYzbfrluHeuQ8W7V1IjThEnUpX3Np3EedSnz9/MRUNNaQlpeB14xqHz1wk+PEFUjJLSc7KQF1dlqLiGupqa5g3+V0CAu9TXVGOipwicmrKxMTFY97SjsryKhpq6zj03fEm+5+ZFk5A0C0iIjOZO+t91NVfH4399IWzyEsr0trBmp27D9DasgWzZi5841lqboXAiABOnb5Edzd3snNzkZarRUffFAUpeTZv38aA3p7kFJfSWFNOak4WKcnZ3LhwsUn3ou+XUxdOsmXH55gaWuJgY0Mra3sySzJYPGP5r04lMyeThMQEpBqr2X/sOLMnTaZt+87iNqJ+H/n5sW3XRk4evYyUlFRzlyXUEwgIBAQCAgGBgEDgvwgIArpwJAQCfyABUR5hkZbrR3NY0Q9X0TNRRGuRRvV16YaiI0IICglh0JCRKCn9tT7ob7t00Xp+vESQlJR82+Zs37qOd2et+Mt97d96om9oINJiRsZEkpQcgamuOWvXLcfS0hp7GwdGTpzGhpXTMLVxpbPnAG7cuMqiBUtfG8V96aq5KDXIom1mhFNrG1oY2VBUkEBjQzl5xZJExcSz/+hJ5k6cQlFFOWlpUdTVNjJm+DDSMjP4ctsOdnyxhTt+D7G0NUWiUoLa6jKOnj5Jl66eFJfkIimtyeCBg3C2acXJ02e4ePkUbs4daOfcBmU1TQ6dPUMrG0sCHvuzcNYsbt71ISo6hFEjJqOprcWJ4/sor6xDR1sPJRV1PvtwHecvnsTE3BR1FR2cHJ0JfBrA9k0fY2DWEn0TU3FEeSNVBQb3G8HUpSvQ0ZDgqw3b6NChqZ/10WN72PDhx9TLNBIbmyF+V0T+8mPH9aOdtR2NqkrMmbWcLzZ/wPPbfgwa5UTvIfOIT0klPikHN0drjCyd2XN4Ew0Siix69z2GjhtBcnY2ZVkpjB83jdt+N3BzsKeuspoGSWVK6svQbWhAR7cFvs+f4djBlsTYPIxbGGNtagMNkkybNvnlCQgP9UJdTQkjs5/cE/77eIjM8nv1d8Q3OJmCpByCAu/zNCiZJUvmvPHoXb92kaTIcIxMTXDp1ANDg1+2ohHFEBB9R3j0HcjUUQMwNjPh3l0/FsydS15BHleueaGlpswtn9tYWhrz5frNr4y/fffXHDi8l/cXL6Fjpx6EBj+hoqaOsSPHvXGumzeu4E5wGGrK+pw8eOiN9YUKAgGBgEBAICAQEAi8PQFBQH97ZkILgUATAmXl5Sj/PwnWpWVlqDQjANQfuWUiU2ZR5HBROqW3LSIzWUtzyyap5N62j79D/Zu3b4NkObr6hjjYuJCRkYHvo4ekpCUhV5FJUnY+bdu0xa6DO199vpasMin2bd+GhXnT6N8nzxzhga8Pra3MMTFtQXVlKfq6akhIS3PwjLdYYD2+7xgXbx7n9p2HVBYV08rais5unQkIfExBSTlR8Ym8N3MWyXk53PL6HnVFdRYtWMnwsf0pqapjWJ8R9OrlSWxMKvvPHEJXRRStXY2lSxbzPCKBxppcJBU0SEyNxr6VPcYGBgQEPCIxIxMZGQmG9htNaNRT9HT1yUgvorqiDnm5csqqG6msLEZPX4+2jq4kpyTi63sHOVllDA3Nad3ahuT4BGol6omOjmLC6GlISEtSWVGEiZYu+ubWlJaUMLh7B+S1tLh28+HLrT14aDP3bl2kpaoGxm270LmHJ18tmMfyr7byODKSY4e/ZfaUmVipBiCpO4b0ggLmLlxLZEgYC9csRE9Nkx+uX0FDy5jgmCCMNJRxsm9PSwsHJKWqyU2Px6N9N+6HPuGT1V+INb4yMjIvx8/OjiUq6goKCtakNETSyXwMBnqvRkO/73WZLp6DxJdWD73O4+/lzZy1X7D126/4cNm6Zh1VkRVA92FDWDhlPMOHjnljm1t3f8D7zhNqJAowMDRnYM+BnL9ykXdc2uDRpc9LyxbRpYFoTaJAkP4BAXTt0kXc97GTx4mIjcXFxgxpRU1sLU0I9X/E6Cm/fpmQmpYiDhqYnZ3HwAED3zhPoYJAQCAgEBAICAQEAr+NgCCg/zZuQqv/YQJvm2br34hKJJAaGBj8o5f24NF9PDq+EFrepvh736RD196vNPlo7QIapBRYOGsR2vqGXD1/jNDAe/QeOwUNRS0kpWUx/6+I3iKN6OdfbKBf354Ehz6lZcvW5KZl0CgvRXpWIVpaamSkZyMrXU97B2eOnPueQYP6oCQrhZqaOrW1ddjbuXLh8nFyCyuxNTOkrALqqwt5HBpGbn46Ds7uJMUm8N03e5izaAnFZcUM6tuXiPBw5s+Zy62bF8gpLGFw/+FMmjufWdNHU1RUjnMbF06fOYlkozwmZobU1OYwdsR0qmtrQFKKMxeOk5eZh0NrM8aMnUVubi4Xr5xn2aIVYjbLFs/iXnAI708biaSsDn5PH9GlSx8kqEVTQRoPz6HiepMHdcS5XWcWr/1C7F8tsszYsmcLMQ9uoqeoxdCFH+Bkby8WNJ+GBXPB6zijLdoRmOCPnJY+02auReSfvfLThUwdN5/HQY9ITognKv4Zfn7BSDXU06eXJ4qySiiqapKTEUcXByd6DptIVlYWoVHPmDZx5sv9LCjIJDPTFxUVLeTlTamorWPZyo0M7OXBlInTm+x7SWkJqiovLqqiQ/yRl5bnu/M/kJEdy8b1n6Ono/fGo7V22XSs2nXGw80D82b6bvv5+ZKank5FdTGhoXEYm2ox792FYkudhz53ic9Ip6yskImjJ/PNvq/JS06hf7++dO01jJVrPqSzeyf69upLdGQYtnZOb5yjqMKR4ycZNXxokzgLzWooVBIICAQEAgIBgYBA4K0ICAL6W+ESKgsEIDk1BVNjkz8dRUlJyW/SUv8ZExMFglJ+g6ZeJCTFxEdjb9vmz5jCn95nWlIcRm9IiSWaxK3vT9Nz8KhXTNa37fwYI30DRox49+Vcc3MSOHv+NMOHT0FP9/U5osOD/AkIDcXv8Q369BtOcko6vg9voaiojlu7bnj7PaaNjTFlFZW00NWmtLKGkcPHiHPR7963j8LCLMaPHcfRk8cZNXQMl364gnR1EeFxSWzf9m2TfUtLT2fj5+uxtLDA0tIGJRUl/IMCyM8v5cv1n4g1rgnJieJUbGWVdfTs1o0LZw9R3aBERNwzZkwcg6tLZwoL87hw+Ry9u/XC3LKV2Bd8xuKJvDt6Op3ce4gF5qXvL+fkqXP4+5ynqq6O1OxwJBoUKCmUx8nRCWurVmJOg/t3ZuSgMYycPI29Oz9l/rJPOHpyG1q1sty/d4+RC+bj2rYrl77aiIKWNjbdO/L47HaiMxsplZFEU9OKxPRUrMzUWLboY/yfenPj9lX8AgOJS0yhdxd3zJR0kWthTFBIIA62luRW1VMvJcnGJR+K5/BjGrofN+7HgGw//r32403MmTlJHCH+l0pBURGa6uqse28RJvYOTJs87Y2R30Wa982r59G9z1BcOvds0vXMOavY9+1WGhurmjwXWVWcPHuODq7tuHr9KnuPnmDUwIFs+Oijl/UuXzvHwL7DxeOLxlj72XKmjZ/P11+uxMCmHf169EZRQQYLcxtxm/sPbhMc4s/iBS94/FgSExMxNzfH++E9LEwsMTH587/3/vQXXRhAICAQEAgIBAQCf3MCgoD+N98gYXr/bgKiH88HDh5i+rSpf+uFFhTko6mp1WSOqempGBu+avb7Wxfy4NEDPDp6/Nbmv9ruR3PfX6uUl5eDn583gwaNavYcbnndoJdnH3H9bbvWExqezJaNm9HQ0HjZR3VVFdVVlaiq//Ts5wPEREdy/ORhopMTmTJ6DIdPn6KytA4P1zZkZ6egb2hNdXUFCcmRtG/nTo/uvblz8wds7R3Yc/QCnTvYYWRgQO8+Q8Ta57KyEgqLirhz7zb9+g7BP/AetTXVDBs0Xjzs9ZtXOX3uAuameujraOH/LBIDQyOUFZVY+R/tt6jes+cRnDh9BnNjY9w7deLI6SO8094VC0trAgKfMHXCNPYc+A4bGwvSctIpyMnGs2M3bNu0ZdW6FVQXZRMYlcPF40eoqC4iJS2OzKwsggJjGTtqBG3auIjn4+N7FwdbB6IfPeTY5f3s2HOF9evmoyYpQ6l8I0vmfcr3R79CV9mYRm1FDh7agk61IkaODvQZ9S7D+/WjoKaKA9/tISM3h/qKao6ePYisrBJJyRlISkvSycmFbq5uTHh3LgPGjeOzdavQ0dbBzNDsZUAzkfZ+x7516KqYEOjjzeZvfwoW9977H7B+7eomMSJiovzRN7BAVfVFXvfiklIUFeTFbglrPv6MrV9ueLnNOXn56Go3fX9+fgZel+4wLCyMr3d8w/593zY5j7v27yf6WTAqWspkZ5Vh2dKKVYsX89W27ViY6+HYpi2Wr8nVLt77Hy7wIPApbq5uDOr3k5l6Ynwkvfp4sGvXfnr1Gkx+YSGlxcUcPnqKdWtWNvt9ECoKBAQCAgGBgEBAIPD7CQgC+u9nKPTwP0pA9KNapDkUlYzMNEyMzcT/FwmDIkGpOZGMS0tLkJR84f8qCi7X3FJQUIim5usFvub20dx6aWlpGBm9GrgqOzsbOXkF1NWa54uel5eHtvbrI2A3dy6/td7Tp75YWbZG7ReE5Ob0K8r9rquj28RXOTDIn3YuHcTNz1w5yaiBY4mMDiEnMwklFWWeR8UyafybA4Vt2vwx8vIqmBkZcP7qNdxc25GeFINr2/ZERj9DU9MIK8uW+AQH8sTXF2Uledw7ujN/wXt8vuULVOXlSOZmDhoAACAASURBVM8tRE1Fg1HD+qCurs/cBfPp+I47ddJZFOUWsn7V1y+XufnrbUhK1CJRWyUO7GbQwoD27dzEZ/DE+dM429tj28qOFZ+s5ss1G8RaWFHk+j37d+DzNJAdG7ZiaGDI7n17mTltOt9fuYS9jTWV1FDT2EiYvy8tja1578OlBPhFiDW5ScmxnLl0gSljpxIVE0Xnd15EAP+xBAWc58CBHezYfY/RY7vSt48zLi6jUFTUpKEuh8zkIr75bjO12XlY6xhjpKJGtpEaPt4P0LJWY3Db4bR6pyPrPtpARHQsclK1lFXV0L+HO20dOlBfW8f9B/dp07Ed789bhayMrHhNoiKyDtm/80sUlZS598yLhdNW09hQg7mFHQ0NcP2ON6OHDmoy3/Cwq/iG3KSrSz+s7fo00ZZfuHKNYQP7vaxfUVGJouLr07P90tnzf+zLqIljSI5NbVJFZOqfnBSJnp6ROOe494MHdPXw4MSJ04wbN5rvju7m3YmvP3Px8fFk5+fTqX37Jn2GBvkzZmwfIqMLXz7/MSBdc94NoY5AQCAgEBAICAQEAn8cAUFA/+NYCj39jxEoLSunoaGehsZGNNTUXq4+KTmeovw8Tl/6nuy8POaNG0Hbd3qTnByPorwEFWW5tDB2FgtDRcWFxEeHIa+igZ2tw9+WYElpGaoqyn/b+b3NxETCpugSpbkXIqK65y+eYOTwCTwLD8TJ8YVALiqivTYxFpkAe5NfmEM/z4E8C36EjJwsLu08xJ//t9/56+bq7XOLB/d9kJVUQE5NlqycIkpKCzDT00ZVXRXLVnbs2b+f0YNFOanrKCoqprKqHltLc/Iq69HS0kASKZJT45k6fjpJidGoqumQkZVCRXkFurpaFJeW4NSmPTFhT0kvLOLE6VNoqKtibGxIbb0sfXp0RlpOgeycTHEO84L8HMpKy5BVUCY6OpmKmlKy06Lp2rUvz0KfsGjRB2z75lsWz53NDa+raKrpUVSXS0pWDlkKMoyx6Ujsc1/auXZFR6eppUVVdRXycvIvUYj8pbd/PRNNLRlmzDhKXHwklUV5PHkUyICxY5Csg5nzJ6Ouo4SJvBItO7WjKCyTk/4BKKvVoCqnRmNDKUf33yIhJZ5d+3YRERPI86AYvvnufXTUzdi59VvqUGb1mtUU5dSiq62OsbEZq9YuoYOrK309h6Knr8/FK4cYOfQnN4X8wnzSsrJwtLV7ZetycxLJz3qINC1pYdYKJdU/7tJMpHXvPcCd4MeRTcYVaeiTkpK4efcm6VnZfLH+haZ+864tLJu39FdfhYioSLxunmfw0AmYmby4UBQVfz9vPvp4KddvBL3NqyTUFQgIBAQCAgGBgEDgTyAgCOh/AlShy38XAZGWTRR8qTkl0P8e+08dY2CfAfg+vINvcCQzh/QlOz+Hye+uwNf/Es+iwhg3fAlyko18umEl6z7dxaIlKzhxZP8bfVabM4d/Sh2RoFFTW4OKsspfOuW09DSUlZRRV1f/1XF/TPklql9SXEDr1g6UlZag/J+gYCLB/eDBXVz+4XtkZGWQl5Wkm0dX6utq0FRUo7S6loKibDy7DcTF7dVgdLn5uWiqa4otLcrLywh++pDbXveoqJNg1MDeVCMF9Q08e+6PkbEddjY2XLl6E0enVkhKStPQ0IiSvCJBzyMoKC1iwZSZPA15QnhkojhNm5GBPicveGGsK8XcWUs49/0FVix9n83vL+R68GMGd+mFW2cPQsPjUNMXmbvr8uX27dSVpOHZsyedOnoSnxRNXGI62lrqaGsbMmzQYDKTotEztqK4vBw97Rfm3aKyd+cXqGto09rFjpzcTMyMLMnPeYaWtg2NkpIUFsYSF59OYbECc2bMbsLe69ZmysqeIycnS4+eXxP28AGnPv6Q0spK5u36Fn0TCwwsW2JjZcTkvjbYuziRnSGPf2owkmU1jJ40m8mzZ7Bs+gzmLVjFkHHDSUuKZfT4ychIKWDv5IKyLGRmhuPuNhTd/1hyJCXHMX76bKaNG4O5kTYB/l7MX7IRZeXmWYX8uIjgJw/Q1NLB68ljpo+e8qed59z8PAKfPuHyjeu0tjSlf7/+L/3ImztoQkI8Zmbmr+Sxb257oZ5AQCAgEBAICAQEAn8uAUFA/3P5Cr3/CwjMmruYPd9sa9ZK6urqOHvhJGFhETRIShEe+YTWrZzo2dWDrd/sw9JYj9atWiIpJUFEeB5ffrmOg6e+Jja+kH49e9Gzi2eTcUpKS1FV+WsF2F9aaEREhDhglCh4nZ6e3u++TEhISMDCwqJZXP+oSqL9eR4dhYOd/Ru79Ll+GY8+A5us89b181iY2nLu3GFikpLYu/c4c2YM53liPGPGTkdbRgr/sGDkpWSxdGhL3+69OXVoD++t2fir48XGxZKUmkB9dTXu7t0oyM0mLy+X+csX0dbRDiU1Y1roqpCYksm2L7dw6uwpDLTUCYuOQ09fG8tW9jjb2omDhlmYW3P+8imWL1yBgoICpy+eYPjAUdw4dpjc3CwqKypQVFCkuCANGTUVgmPice/Rl6SkGCSllTl85jz9PLuhqyGHqYkdXt6+dOv6DodOnmPahKEYaGqipqHFo8AARo2YIBbsRebQvUb0ZPWi1ZSWp1FRXIxrh05IS0ty+cZ9ls5bLl6/6DLi9r079Or+0zkvKspl1IQBDOg3giH9umFk4oJ9SzNslRXRczJn6fotPHj4lCPf7aF1dRmoKiEtI4u8hg6hxaL85Xo0NEojLSdPyPMQTu85wueb1hKfmseBfUfE8QAU5RVYsHgJK5a/J7acqAOM9fQQuV1ERIUR8fw5HV3f4fHDq0hISTF77gdN9qu4uJiV6z5i97atr93HvJwstHX1X6Y4e+PhakaFnJxcdHS0X54/0dk9d+kiFfnZGBgZoK6njYaavpi/KKJ/c8u61Yt5dPcag8aNx9KxHX07929uU6GeQEAgIBAQCAgEBAJ/AQFBQP8LIAtD/G8QEAWZWrd8LipK6sgry7Ng+Tqu37yE38M7lOUXU1BTx5H9J0hISsDCzAJ5bQ2iQoJ5Fn4R70cpVFZK8M2XW34XrD87BVx0XAx1NZVYt2zdxBf7bSadnZNNQUEWtjaOb9PsD6nbXPN2Ub071y7i2X/Yy3Hz8vOYuXAS0weO4NCl03z7zXF+uHyW7KwUUnLzMNRqwYr3P2Lvvq1kJkSgrW9BXVkJbn37YGZqibqyLs+ehSG6dPHs8UJAjYsK58sdm6ipqGX29Gm4uXty4cJpKiurKMxPx97eCRtbZ85fuUp4hD/Tp8zGwNAYA109tu3cRUV9BR8sWi4WDItLCslIz6J169b4Bflw885N1ixZT3DAA3Kys8gOCSUjKwt1XT3qa6uQlGigUV4OWX0j6uoqUFYzJTo+Cj0tLWqqiimrbMDYUI/0rCISkmMpKKokr6iCdUtnY6CphpSiEj5+fowcPooNm74gKTGNyWPGEJsQigTVDB86jPs+foRFPmfEwLEEBj6mqLSCSZMnY25s/pLr5u2f4HPtHI6alnQdNJTuYyZiZdcKRYlytn59gJy8UtoY67Np/gxa2dszfuVabl04Tnxxjjg6fEWNnDjYXSePXly8cok927aJY0PMX7YMCSMlWtjZMd6mEy6d3mHcqEGoWljTwd4OM119Pvn8Mwb26kliZir2JnpISsKIMU21+7/34KU8D8ek9ZsvhETjiPzLRZcqovI4PIwnPj8gLaPGnBlzKSgqRkVJkeCwQLZ+vQXL1q34eMXHLzXhx0+fYvzoN+dRF31HJMdEIysnz/UnPmJf/YnDfzLp/73rFdoLBAQCAgGBgEBAIPD7CAgC+u/jJ7T+HyMQFxuBpVXrX9Uef7Z6HkaaegycOh91TU2x8HTH+zYSEg1o6yoQH5dJaV0j1BfQQseAzOwCpox5ly93bGb5/F/3IX0Tbp9Hj+jcseObqv2uz1PTkjA2+sl/9W07S05N5syFCyxftORtm/6l9X8MAOh9/ya+l8+ipqXC+DlrCA94gKq+ETevX6GVrSONUjU88L5BUloG/fqPQFlWmoqSEiQUlXBwsGH/V2voOWw86ipGuDh3QONngfJEZ+Pi1XOkpSSioKqOm2M7zl09QxvbNjzxD0RX3xhZecTRwqVkJPB97IO+pq44qFtNVR1TJ70++r/ILePCtTMM6zdKnEIs4NE9EmOfUVpdRRtnN+4/9GXEkNFYmluSkZFKY109EXHPOXzyLJ1cXMgrzBPnPq+vqefyzQeYG+vz4fJVHDl2jiWLZnHl+nk01fR55H8HvVbmnDpwkOsXvLlz9yZVtRVEhkeTX1KAloYKtjZtsLN15MSJo7xjZ8fxx5fYu/GIOBXbk9An3PluO5KVlXQZOoEbpw6w4fQNoqMiWfXeYjZ89hm2bVwoKS3k3qFDuA4axlPva+Q3ZFBYVExKWgPdu3sysP+QV86GaP9CYiKQU1LG3sRCHF09LjGO7NxCbK2tued9j7SMFKxb2fI0PAhnCxOGjfhjzdMPHjnEgRMn+fij9eKo+ab6Zr/43XHgyGEiYgPZ/MkOSsvKeBr4kHs+XgzsP5p2bV3F6zt78zxqtY3kFuZy/b4/E0aOo0/vXoSGheDo8Pp85qJ1+/o/4UmgH+PHTcRQT18cGyE9OQH3Lr3+UK3/X/qCCoMJBAQCAgGBgEDgX0pAEND/pRsrLOuPJ1BSVsbo4X2YP3sG/YdORqSJEkWnFv17U6moqODzHSsICEtgTN8u1EmqEBoVSWp6OjJS0ny0eD12rW3f1M3Lz0XCxy9Fic/Kykb/V/I1v24QkT91TW0tSoqKzZ7Dv7Vifn4eKiqqYp/w0LCn5BVk09bBlayEROSVlXnsF4S6pjotbVtRWtdAZGQ4gWF+GBtZEB0Xxb4tB7h86TBGxi0x1zegJCuHyvIixi9dIzYFf/TgJp59ftLMp6YmExMVSif3nrTr5YFzq7ZIykpRXJgr1ooP7O5OfHYVo/r3JS4llj7d+xAeGU0fzx5NtiA6NgKRWbTHO11fuzWi8/rw/g2xQLbp2z2ILALOHDzF9m/38dXGTzh2+hgmhkaYGxqyfc8O0vKKcLC1oWNHd0wMWmBsaEZ1dRXXb9/EzFifoKf+yMvIoqKvR2lRIZPHzWLfrg0oa+rRvXs/du8/QAtdTZ6GxjFhzCC+Xr+cjkbWaPbuzrTR08Xvz4nTx5GojMOuRg2n2Us5u3Q2I7d8S3p0JLmZacQ/D2f43CVkZqeQEB1NSm42fnfvMm5MK9Q038G6lRvS0tIUFRWxZecOFsychY6u7sv1L1+3GnUlGSaNm4axkQkPfH1Iz0imrLyaMSPHcur8cextbQkLjyGvsoRJw8dgpPf6fPVve95FnPuPGENNZTmL3utHfo00k3vP+NXvi8XLV7Ft02fioUpFAfpkZV7J0f7Nnu1kZuWzZN48NLV1OXLsFNYtDXDr0DQq/i/N99NNX9HdwQhDSwd0DMxQFN75t91aob5AQCAgEBAICAT+VAKCgP6n4hU6/7cRmDRuJJKFMcxa+RlBsUm8O3E6RcVFyMvLoab6636glZUV7D91gLUrPyEiLBg5WTk01DWbJeD/N8fg4GAcHR1/d6CnR/730NXRx8TYShzZ/Lf8WE9Nz8TY8IVQExkRiq3d603XRbnUS4rzMTO3/lsfCz9/H8JD/VGVU0FWURHR5Up+UQmLFq3gyNF9RAQ8oUaiEo/ufTh0YJ84z7ZMfSOeAwZy6uJJzA0M6d5jMC7O7cTCooSEJN/u/pwxo2dgZWnzytpFgtzceVPp0LErN+54c+veHb7dvBWfR3fp49kLG+s2PAsPQ19Hk46dXg0292OHIk2pyL/6TRdGngN7YWNhyc6vd/PgkT+BIc/o2NYOZ0cX4hLj0dfVRUZaliWrluBo58qCObO45XWFSz/cxM3VhZKSQlpo65GUmkRiSjrvLVvJorWzOL7jPHv27CA5JYFu3XoQEv4MUyMjZGQUsDI3JSYhDV0tVT76/CuunrvA5fOHKMgrxFi7BY9v3mTGyg/x/vZr5h08SdwTP3ZuWE/nUZNw79VbHNTNz+sHPvlyDU+CE5i7fD5xuUlsW7kNXa0XqftEAv/+3V8yY96LvN0PAh6SnpnNmMHDXzIPDHqEj683CrJqNCJJaFg0Y8eM5OkTL2bMWMSarz7HWN2AZYvnv5Hjmw7xweP7aNvOlZYmLXn2PABTs9boaem9qdkvfh4eHkZjfSWfb9uHkrIM7m5dWLF+DaraKoR7P252VgLRAKJ3/fDeTYwcPws19V/Oz/6bJys0FAgIBAQCAgGBgEDgNxMQBPTfjE5o+L9EoLS0mOzMDO7c/QFtVUWGjZ0j/gGfm5+Pr78/srJ1dHfvxYVzR+javTcGBqZ/KR6RcCIKIiWaU05OBllZGaiqaomjNecVFKCjpSXWNP5YRIHeHjy4S8izUOxbWzF40PjfNd/i0lLU3hDMLujRfZzdOr8UfESC6c+FSdGcVFWbFz37j/a1z8hOIzsrjVMXjqGnZkBKegJu7TuzdddWenv2hsZKpDQVUUWVzNRsCsqyuOntg42xKU72jjjYOZCSmoqiugYx4Y9RV9HEza0DJqbWXLl9kXpJWdycnOnbbyz+T/woLS3Bs3ufl8xFLERFZJou8kG+cvEM5dXlNErLYWdhgYOL2xv358ec3j/POPA0KAgXZ+cmnO/eu8P6rzZw/4e7PA9/yiWv21z3usMAz94YtjAhPycJv5BneL7Tk/59e3LL5wbJcXFkZeXSydWJ2IxMGurqKc4roFPHTlhZWqGprU1tTSU3vW5gamyEvLwaxcWFtHf1wD/wAVRVk52VjptHb678cJ66RgUG9utFQWYabm5d2LFyHibK6iiYmTFu+VpOffclkQ/8yaaCbw7+IBYoz5zeQkpIEk59+1HRUIaHsyf6uk0F3sqqCnYe2MTyuevEvLbu/ILyykY+XP5CaBcV0dmZs2QuOzZtJyg4mIS0RCLCQ2mQludZVCwSNfWoqapwbN/e1zI/dvoME0aPEpvLW5lbvXFffm+FopIiAkOeoKeizuWbV6mrk8O5vROrPlqDgpwCPj/catbF2tL352Jv15Zpk6b/3ikJ7QUCAgGBgEBAICAQ+BMJCAL6nwhX6PrfQyA9PRXJxgYU1TRQ+0+arZTkBExMLV76cEbHRBD3LBi3Lp5oaeuLFx8QEoqrowOPnwZhYWwkjn7+Z5SUxBgSEmJ4p3Nvxk0ezsyJ07nje5uYhBzUlDT48P3lyCsokBgfSWRUFLuPHuD9+csYOnQk5eWlaGi8nRbt8c1L2HfojLL6i7zPlSLB8j+p6ETCZnBIgNjf+ufl4cNbuLv3evno4InDTB03+a1x+N++SUllOT0H/WQm3pxOMtOSxJHX27R2QPM/sQFEc929bxNZOekY6RmSXJJOeloqhipGaKlp4tKuA9ExCYSHPcLJpSPevj48fhKIeztn6hplmTB0NAUFuVi2bEnE83A6tO+EgqoaN77fx6BRcxCl3UtLTUBdQ4vasgpGTJjHh58uR0tJnq7uvTGzbo2JsRlZ2Rl8/Mk6UnIKmD9jOi5ObUlKiOH85dPMfncxBgZGyP0sb/jr1puUnIKMrBSGLQybfJyclkReUR5t7dvxOMCfqYsWMWPsODS0tGisLCQxO4MWqlq0cXBk54HjLJs5gVkrVhPiH8iF788ydMBQTl88y7bdu5GXlKZd25bY2djTsWNnAoMCGT/qxR5euXUSB1tH1NUMiXp+BzV1a859f5G2zs64dXCnsCiD7w7vobxIgsDQUDx79WD9yg/FbdNiI4l45MPjiECWrtlCYuhDolMekpUsRVpCIqs2beHqrRM42nnwOMAPNxcrGusasLJxR1HxxaVOYWE+yTkpXL55ndG9upOSnk5Dozr5xfkUFOQwf8b8Jlxy8/JYt/5TVrz/Ht9/f4ngmHAWT5/N6bPn6Na9K727N3UhEDU+fe48ScmJmJsY0qtXbxQVlMXBEn+8aPrm4G7mTp3TnOPY7DqRsc+54+uNmYEhISEB1NbJsv6DdW/lO75l9zb2fbeH5YuXMW2iEBCu2fCFigIBgYBAQCAgEPh/ICAI6P8P0IUh//kEbv9wlp79R/5tFnL8wC58/O8zdvRE1DS1+XbnZiKT4rEwMcGhdRtaWViRllfOyKEjqKpvQF5WFk3NtxPKf1xsUX4+n6+cx0c7Dv1ifviQp/44tW0qoIuE4eex0dhZ24gDhF08voOuPUegZ/R21gaiNGHXjhxg+OymAtevbYZIuxwU8gS39u+QnZ0lTkv13Z6vyE6JZ/SkOZw8vZ8+vQZQWQN3716kHhkMZeQok2xg4XsbOfjdDq7cukiNpAyjBw5n3OgpaGnpcubcSTLSkqisraGhphIdbSO8vK8yuE8vqurroVYKB+f2RAYFkFdZhCyQmJnDR2s2ofJfFgd3710jOjqGnJw8xo2fRFlJITXV5bi09RBbP7zJdL05h1G0B4lJKZiZGrPv8BF0FRqoqayhoqoMCUkJRoyfhf8TH3IzsvC6+5iBg3ozcODQl64U6z5dzz3/e0hLSjGs30CGDR6Cgf6LgIEVlZWcuniY9IQo+vQfj6SEBBZmVuTlZlFeVkQbB1e2ffMZ7V06k5+fRYNkI3LSqvTv05fje7/iotcPzJ/1Ph5de3L3/iVCwu5ioGNHKzNbZDWUUVfVpbauhrLSQh48Po9vcBwfzZtHK7tuYt/45KhroNiS2953xTnjs4tzUVeUo6ZOif6efZq4g/j5P8Yn4BEqMjLkl5WipazM/Se+tNAwZvTo4XRyfb3FQlT0cw4eP053d3dxMLzLXjfZt/nbl32HhobwPOwxgeHJbFi/Tvx+pGekYmhg3JzteW2dvII87j26h7yMHO+4dkJT44VJf3PL7r37Wfflh/hcvYeNzasuFs3tR6gnEBAICAQEAgIBgcBfQ0AQ0P8azsIoAgExgYKCArH29o8qocGP2bb9C7ILcjExssDYQJ/HYVH0dHXm0dMgZsyYR01REboGuri4dX/tsEWFBeRlpWNl26bZ0/q1IHXx8ZHc87mDgZ4h/foNFZuOi/J7X7p5jby0eEaMnkpBfhYpiXGMnTyv2WP+3orBgd4Ehz2gjUV7Fry3nIUz3yWtMAsVTR2y01Pp4u5JUnoM6emZPHkWyoxRU5GQaCQ8Kpw7vr7oaWpQXlbAyKHDGTthAQe/24WCvCx3fAOQVZBDU0WehNQMpCTrUJKoZs363RQXZdPKxpF7XpcIDnyCvKICWpqajJ00j6fBT5CRkaeirABLSyt0dAy5c+8O8pKSWLVsiW4Lw1eE8sdPHuLm6k5waCBWFq1eEfLfxCg7O5vTZ49TL1mPmaEFynISyEjKkpSTQVRQOMaGmjyLj8ejbQeSsnKoq6vEyMCU6f/RPkdGhbH/xAmU5EXuEhV8sGwj6VkZ5IlyqstIk5kex+0bd3BwtsPNtS/nbl1Euk4K0aXOZ59+RcTze5RVS5GcEEltfTVd3UdibGQoNmHfsHgqujpGzFn3mXjdCUkxWJi9iFcQkRBMSU0eMgUypKclUiUDP1z/nvWrNqEgWYL3rf1IypsyZPRSLl49xehhk0hOjuXwicOsXLa2iX92WlI8E+bMoJW5CetWf8JDP298fP1JykxDTrKW8SPH0LfviJfpzn7OVHSxNG3WePr2H4iJkSntHNu/rCe6/Jg+expamlq0b+fMowf3UVRRxNragbFjJv7mtIRv2tM3fS6ac/c+A7hy/rQ4J7xQBAICAYGAQEAgIBD4exMQBPS/9/4Is/uXEfD1e8A7nTzEqyorKxP7Ordu5fCbV7lq8WzCU3Jp1VKdcWNmM3z8UGa+OwUDLQN0dVpw/NxJDPRN+HLjV6xcNYfZs1dgZvpTDmrRwMVFheSlpWBp/8flJd+wdinP46NZs2YTn32yHClpKVau20JLc0tysjPQ0zd8KxPd3wzoZw1/jLp/YP8e+vYbREFWKr4BN2lsaKSqVhYlJWVqa0sJCgkjNiGRTo4uFBTlo6FjSTvXtrg4OrP+0xX08PDEzaMzp04eR1JRhvTkTCoqyzDWMaKstBj3ru58uHEtHexscWzbmRHDxxIbF8Mj7xsEh8dhY6nFkvc3MX5sb3p49hePpaSsyoJps7F8Q77svZ+tY+aq9cTHRJBfWoacrAKObX75/Hzw0So2fvQiKviPZWifDsjo6VNdL0F1UQVGJoYsmDmHAD9/7ntdQVpWlm6du5Gak01CaiZzZr5LXnEZfXv1F3chcolYvGymOFL7mJETxNYQqRnxmBhaccvrKro6Bjzyv0q3bp5oaRri/eAap05fZ8G8hVhbGlJaUkSbNl3Iyc3gcVgg/bv2/8WMBKLxzt86xtRxM5GUlGDahAE0VjawdfdZwsMDsLdvT3ZaGNLyOpRX1mJsZCyOxfDI7xJPnwZQ2ahHo0wtRloKjB05R3wRMHP2VIwMNNDWsSC/pBojQ03xxdbtu17ieBIb165HQkqBPj17vnLsCgsLOX3+FKevXGfWpEn07uGJt99dZBolkaCS+NhEZOWV0DfU457PAxLiEkBGlk8/XM2jx75UltWyYOFS8Xr/CIuIP+K9EPoQCAgEBAICAYGAQODvRUAQ0P9e+yHM5n+IwL6DR9DQVqH7O11+s1b9/dXLycrIYNfOvTTU1zNn1mj0DYwoqy7H0MCG23cu42DjTI9uHenQ0ZNlH8zh221HUdf447T4r9uyk8f3ERQehLamDlKNknTz8MTK3uGl//7/1zb7+fmwfON6pCWkeW/GFCxMW5KcHM/xwztxde+Cvok1Wspq3Lh7g5T0Ajo5tEFFTY561NDUlkOmToKLXvfZuWULXl7XSEhPxdv7HmPGTaS8sFScYzolJQFNPQ0yE2K59cCbbm7u1EvLkpSUwodrNnLz4hEapDVJSo1CVVYKM0srwmOTGDN0JHYOygdP8gAAIABJREFUbZuFRqStjYuLw9LS8qV5dVp6OkaGL/zPHz/xpbq4hNDAOyjoWOPZvTvm5lbiXODHDuzEwtae+po6Ht67gYqmGkuWfSzu5/YPF3kS8AhZKUnUtDRAVpYZM5Zw8vxZnB3ssTSz4uq1o/TsMQw5OSVqaqoICLmGo11vCgrz+HLbBt6dOFNsQp+WEYW5qTOJqf7kFxRTUiZJlw6dycwMQ12zFWevX+T6DV/mTulOX8+pyMsrvLL2y/fO8+6UdynOL0dVTYEvvvqKh5dPs2zhOuw6ehAY5I+Bnh4GhmZMmD6Z7h2dGTp8DGe9jvEsIBx9fQuyM7NobWmEorIMaqpGRMcmMmLoSLbv3Y1Hxw5oa+vh53uT0uIiFKRVkZKto5VdB4YPHfXKfLZ//glPYqLFeck9OrphY9OGUVP6ii9t5BokySgpRVaqATNTCx48foqhrjZZuaXUUYuEhAyaio2UVxWzYumn4tgDQhEICAQEAgIBgYBAQCDw3wQEAV04EwKBP5DAr5l+//cwefm5aGvp/O7RY+Oec+HaNbq4OuJzxwvfoCAMTUwpK8hk5Jip5BdlU1dajqaWPkGBT7Boace06bN/97g/diDSoIrSe/283Lp0isKKIuolpBk35kVQqus3LtD3Z/m/Rc/+O5L7HzUp0T4EBnrT2q4DR4/sQs/IHM8uvflw5TSGDp1JVXkOd/zD8OhgR3xSIhl5RYwZPYkrl47h5tSZnYf2IyVZiVu7Dli1MMepUxekJSWJigim34ARL7Wf23dtFmvgW2hpUFRThoaiOlX5xYyaNot16xZjZNqK8NCnqCkrY2LRklEjJzJx/rtoKCoyuFd3kpPSKKvIx0BHk6kzVokD+b2p5ORkUVlRRVj4/7F31tFZHdvDfuLuToQQD3EjQIK7u1MKpUApLVqktFipAYXipaVCW9ytECBBgoe4u7u7y7felwstBUqwe+nvO/MPi5yZPXueOScre2ZLENZW1lhZ2YuHiNzXRUkIc/ML0NfVEbM9dfoAQ4eMfyT+uqy8VFwSsKamBn//S5w6uY8dOw+K1yQac/HSKdQ1VEiKiCSroIC25rbIKqhyLySAKWMmUF2diqWlN2VluZSWpnHxRgi6WkZERwcxccy77D3wAyoqmuKYfNcOnly/48/Qns44uYxEUVGJzMwUIhP9aarX5sD5fUwc0h9DbROaGuVwde30cPk1NVXs+PVr9u3/lcyUUj754iM62A3i0vkDGKtq8s7c5Zy+dIL0hDsYGVgTFJFJTXkptk72tDXW5djZs2JO7Y30kS8uoqWdI/kl2WjLSJBTKYGLkyMSLXXkFuRRUlpBeGwsliamjB0yCHfPJ5ezu3LBhw2bv+add95G29CYE6cPM3rAaH4+9CPOdh7ERAXj4eZJdWkZ8fl52JmYci0wjB5dvMjKLyQ3KwcNDQVKK6rp5NqBXt17sufAr3Rx74Sji9tzJ2t81rsiPBcICAQEAgIBgYBA4N9HQDDQ/317Jmj8XyaQnZ1FYKA/Q4dO+MeZRYnIDh3+lbenzHphDcvKylBTU3vh8SJjue+wvgzqOYhxIwcQcC9U7GpuqCGHmpEpQUFx9O7egV49hrzwHH8fmJ6VgYnh40mw1n26iI/WrH/MffmH7V8jq92GqeOnUFJSgIbG8x9SpKWloa+vj5yc3CPqfPD+DDp4WIndneXlpDnr60dFTS3j+g9Gx6AdlZXFyMgpkBUThamtPamZaUwY8xbRKckoyMlw6NDvqMnLkFFUxqdLVnA33J/iwmraWzrSvevjRtvGTV+TmpWJiqo8WirKWNu6kpOTR0ZWImFRwQwZMBKJZmmGDx/J8pUf8ta46RgZmrH38GEc7C35+puv6OfVgXHjZ2Br7/yPe1JQUICOjg6if+vr6ygpK8XO1u6hYR0SHoar0z/LEE3w90Ok2pqaRw4GysuL2LxzM4mi2uuGZrTQgk17GxLjE7Gxs2DM8Mlk58STlp6IRAtoahkTFhpEblE1BhqKaOm3Iyk+iLff/oCtP27k+MVrXDl0hut+e/HuPZmPV89n1+ZfOXf5PNdu+9LVxYbMlBLKSvLJKc3n229+e8ghJPIeo98awr5d+9FV1+HctSuERsZgpijJ8q93iPtFx0WTmBbDhXOXWDJ/EafOnxEzPupzCEUJJSorC+jZoROnLvhSWt+IgZYm/bp1p1lSHnVtNUYNHsX6rVtQlJfHy9sTD0f3h/OLDixuXvoD776DH/4sJyeHvIIcjpw4TWp6CEZG5hQXFqKqoo6trQNZyfFUNzRQ29SCgoI84ZFxaGmqoK9rQFFJCcaGRuTnFRIUEYatuSWWbdRZuHQtJ04eQVNBGrU2RnTqcL8cYWlpiTihoeAO/8p+XQmCBAICAYGAQEAg8MYTEAz0N36LBAX/1wREBs2lk/voP2rKa1clNDwUZ8dnG1lPU0RkUGRmZ3Hgl51oK8qg3c4KBxtnrt7ypaEFgsJimTNjKo6Oj2ZYfx0LE8UCP6i9/sC4FM3j43OSnPQsps1sfYI4kWv2X43x92bPxkhViU/XfSNWPSM5gZy0FDZ8v5XyumpsTNqSnJVLUVkZS+bMIykpnYqaEqpENeENTejm7i4uEWfn5CEev2rFfKivw97Fg+CQu9S1yNLS0Mx702cgpaiMhdnj9a5raqo5evIIv+/bj7W1IZNHTeLoqdNIKyggL9lAVk42NY2SzJu9AB/f0zjb2HDm9H5Ka6UZ1G8Q48a+JS7Zpa6mLi6R16nTk29tn7U3FZXl+PqeJzu3iDnvvU9oRDi//vYTm9Zvfm7DThSjfejoalSVDfn1wEXk5FXQlGxBS0cDEztbNCTkySnOxdbBk9TUYMaMmklBbh7hUUHIyKry+7ETjB0+mOC7d0GiluSiInQ0Fdjy+ff06NcBn9PXWbV+Ffa2TrRUN/PWlEn4+Z0gMCCA+poKHDp1R0tNny6dvcnJTkdCUlbsFSD2iLjrz6mTx+jcoycVpVXUyKgwfcwIMZ7AwEBi4iKpa6yhvVV7FBXVMDcz54c92yktqcHYQJO1Gzdib9MOQwNTDAxN6erhTl5xBbl5qURHxtKvby/GjZ36GO7ggNtIKyrhaP9nrH9cfAwXL51BRkkTNUVJWiRk8PG5yPC+PcjLL0BaQQVVLTXq6qGwOJczZy9hb2NNcWUVOhqaqMg2iz0fKgqz0TA25pKPDxrqWuQXF+PkZIVXpx7oaOkRHxtL//6DH/GAeNb7IDwXCAgEBAICAYGAQODfTUAw0P/d+ydoLxB4SCA2NgYbG1vx/1MSE8Ru7iKD/YFhW1VVhZKS0gsTO3lgC2YmLjh6dX1uGQ+M9erqarE7/APDvbWCTl30xdHainZtTf5xiGieC2ePIltXQ0p2OiWNknw4ZxH7D/5MbV0DRjo65OVl0717P6zt/kyKd97XB7M2+ly87IeKogT6bUwpL62gR5/BVFaW0+5vifUeKHH16gVCI8Nxt3fi3OnDJKRlI6Mih0t7OyZPnMm1e7cYM3SM2Itg59Y1jBkzAxUNzaeWp2stjwf9bt28TMjNS3j1HopESxMZWQlUVzeTkFrA9KlTKSvOw9zKrtW8c9JCuRd4kpKmMuRqbTh79hQOlrY4enQiMCIUA11d5FuaiUzLoKOXF22kJIlMvIqstq7YKP5qyxEmjxlMWUEJSekZfLt+M3Ly8oTHRLHo09ls/foX8jIT8L8XzJn9+/lyw2doqtcBxtQ2SdCzaw+xrvcC74przkdEpvHjjk1k52WTlppARFwMJtoaFJfmU1JaQ6O0DIs/WCrGEZsQx7kLv9O/zxTa6Oly8MQxzNrpi/MC5OaVM/bt6Wxft5I/Ll6gR9euKCsp09bEFHUNdaKiYp4Yc/5P+1FZXsaR46eYNnUKl/0vEhAcSEZCEiZ62tRKSmOop0FEfDKjR42nsqyM6Nh4fP396de9KxrqSiQmJ9PYCC4d3VGVkKW6phpVFWUUVJRRUlJDX0eXuppq2ppZP+9r8Uj/2Lgojp88xvKlK19KjjBYICAQEAgIBAQCAoH/DgHBQP/vcBZmeUMIiAxERUXFF9bmgs8JevUe0mqDRzTRk2K0X1iBJwwsLy9HVVWVVctnMmfuCnT1X7zm8tP0Ki8v4dQvGxk78xPk/hMnnZScSFlOIq5e/cXDHsQw/9PacnOzOXbiNHNmPx4DHxIejovj4xnJv/5mBbkFZWxet7VV2H757hsM21kRfe8maVXlyKBAcVkBbY1MsLSyoqqkkul/u70XHWSc8znHjavXMTLVob4JhvTpS1h0JHeC7rLh883iue/evYqnZ/eHekTHRvHrvt/R1tDn9+P7mTF+PIVF+RSVl9LH24vA6BCWL/ziiSW7WrWY/3QS6Se6Rf7rwcbZ86dRaGlg9+YVDJkwj8ryIiqiorHt0QttUws8O3XB58JJ+vcb/sypkmLCaaqtQ7+dKZmhW1AwHkdOTiBmFt2JiY3H79xxKmqr6dipN/ISjVQ0NhIeG4mznRX2tjbcunceG9vOBF6/R3l1LdkFdRjpKeHVoRO9+49g3PTRdO8ykDZ6WowcPFKsT3V1BcVF8aiqmbN1+3e8NX4Mbc0sCAgO4o+zBxg2aCznzl/A1FALXaN2FBSXMGncREJCQygqzCA/PY2i6gqMTC0ZMXiM+DDq0PGfGdB7FGcunCYjO5WDBw+IXc8TU8t4Z+IozCzaoq2uyp2gAGa/M5uczHRyCwspLC5i+tTny8sg8jY4cuwQE8dPFq/n6pULXL3hT3VZDU1yUmgoyInrwGdmx9Mkqcbo4SPZ+eNmjNuYkCJKJKimSU11JVpa7TDQlkZRTgk5eQUqGxqYMPZt/PzOUN8szYA+A565f0/rkJmZyewFM/F0seOjhWtf2cHQCyskDBQICAQEAgIBgYBA4JkEBAP9mYiEDgKBPwk8TxK4B6OmzZnJ22Mm0r37n4bdX5mKDAtRCTDRLevLtJTEaNQ1tNHQ0n0ZMU8cm5OTJjLBMTD48wY7KzWB2voGKutbcLK348qVK/To0eOVz73v+EkG9+6Jmqpqq2TvP/AbTS31uLl0ZM/+X1FSkKeirJCGphYsza35YPaCJ8o5efooPbv35erlC5z0Ocs3X34rPsxpam5CSfFRz4P09FTWb9uEU3tr3No78+7yFWQmxzL/vQ8pzIojv7ocD6euZOfmM3bEUNzcO7ZK96d1Er13RWUlaKiokZmVTktLM2btLMXdRYaiKAN7r77uLF/yFXIyTXTpPoDDv39P975D0Dcw4urVy5SXFTF02JgnTlFRXsbZAz8xYdZCgm6dQFvXCGQUUVbTZceuL6jKrqBJAXEsvqWVLUdPHEJbRwtkFdFQUsfY0ICQwEAaG6tIy0qjqVGaYQMG0iQlRWOzNF28vDl6+giWrlYM9x71UIfqqiremzub5YuXcfGKL3Nnz+XAti+pkZPj/I3bGOrq0tXTG702Onh59WHm3BkMHTgCP5+jqGkZ0UZfl4kTpoq9RGRkZPDxO0BycgF5BZVk5+cQfPcqhka6jB01idzCCvR19VBoaSQqJR5dLV1SUtKxtGlPXVURHdw64eTs/ljCw3/auPkL5tGzZzeGDhkp/oYXLl/G+KEDuBMUgUR9ObllNahKVzNp2gIuXPVBQ0kZVVU1/G/eRFlBEklZTQqLSpCVlaOpsRYJCSkUFRTo3bc7F33OMGXSbExNjF7o3QkICmDtN1+ipaFFWnISvn/4cTfoFifOnEVNSZdPly16IbnCIIGAQEAgIBAQCAgEXi8BwUB/vXwF6f+fE8jOzWXloqm09+jFwvmLn0jj9oUzaOjoY+N6Px7639RSMzIw1NcXG0cv284cP8CQkf+ciK81c4gMVj/fM/hdvoCCug7tjM25dv0yLg62uLl1wtvryYcIIgPr2x3fsvCDhY/EbpdXlqOq/OfhgMiNfvw748nLyMRIUxmr9g4EhCchJdHEe9MmU11Th6SsMlXlJTQ1N/POOy+eNPDv670XFIiHmzsxsdFYWVqLD3XOH/6N4NBA6iqL+WzrXvbt+4WxYyczsIc1uUXlHDjqi73dn3kNAu/dxN3D6xHRF86dRElZBe+uvchKT6Omvpzm5nKsrLw4fvonSvOrSE5JpqSimPLiKtzcnXC0t2XfMV/ee2cKiWmpJCUkkJWZQa+unYmKiqBFUhoTCxuCA4NxsHNAWk4aH98zTJ88i7Ym5sjJi26Y21FWVMD+Q/sxs26LuaE5hzZ/SWpcGjJttXnrrQ9o194BPX198Z4EBt6juKKYDi6efLjoA3GsulRTgzhbvItzBzZvWEMlstjbOtLU0sCoIcPxveLLyTM+jB09mFMnj+Du2VmcZK+qqpr6qkrSsnKwsTBDQVmNnMxcOnR0pUfXvq151cR9rt30JTo+kZqKAnwu36R3l144mhpyKTAcMwM1cbUAG0sbtNSlxKXounfqiYauJu6u3uTl55OekcZvh44g1VxHuzY6dPXqTlhKAppa2gztcz+Z48rP5rLgw5VoaGi3Si9RvfY5Sz8kMyULPT1ddHU0sDDUQVlDiz/8gnB1sWfl4vuhAUITCAgEBAICAYGAQODNIiAY6G/WfgjavEYCP+zYwsw586iorKS5uVFcaup1NVG892drPyIqNQVHK2tiYqLY/d0BNDW1Hkn4FHbpPJEXzjLpm/sZqV91E2WcNjAweNVixfJEyclU/mK4tmaSB/W7LS3v3/7+tYkMZNFNcGtbdm4OBnr6iFz8/575XiRr3YZlzJi+BG1tbYKC72Jr4yA2aP+e+T0mNkL87HnaujWLSE5OREZTl65dOqOsoIqWhj4nTx9n7WfrxK7oV65eokf3Ps8jttV9A0ODcXd2FfevLC+nrqqKqwHXGdRv6EM35pFDvUjLysDfP0ace+DSBZGbOmz/6hP8bkc/cggh2pei4hI2bNtMWXw4U0Vl+OTycHQZQWJyPOZmtly6coHQO5cpqa7EysoSbXV9WqQbkW6RJyQkHiNTLeQUlWiuq+HanWj0NOXR1VYjIi4VC1Nz5BXk0G+jz4RRk9i263tmvztd7KEQFHIeHR1L4hJisTW15vy3X5EWGY26dw9MlKXp+86HqGs/7hUiyrmw9+hv4oOFt0dPxMCwLXcD7+Dp3lG8thWfrWLtyjXsO/AztwJjxHXQk5Nj6dyhE52dnclIz0VWSU48XlKikfO+t8jKTUdZVRs9TQ1GDh/eqqz4oj0Qhc4c2PcT9S1w+cY11GQkkFLRw0BHE2tjQ7SMzagsK2Dk8IniPTt6/ACeHh0xNm73cM+Li4vZ/N0uVixZzMYd6xkzYgLmbc0oKMjm2o0zzJn7EZ+t2sCsd//ZFT8mJoax707G1tqOdgZ6FBfn0N27O9Y2doSEhjHt7Xe56CeKw+/50qEXrX5hhY4CAYGAQEAgIBAQCLSagGCgtxqV0PHfTOBe0F00NbSQl5OnrqFBfHPX2lZWXoGaqkqruielpXL9xjV+3vsz8s21lFUX4WrrRFVxLcMmTaZPr4Hcu3uDdhY25OWm4erqRVVxEZoGbVolvzWdDh47xvhRo8TZ3I3aGLZmyAv1KS8vRUVF7bkzhb/QZG/YoJ1bvqRRQgpdXQ3qyuuRUldh8ti3uXnTFy+v3mJtU1PiMG33cgm+nrbs9Mx0TIweTZgnynXgc+EMdRXFjJk4QxyTLWoPSnTd8ffFxbOL2IX772W7koICiC3IZv+p3YwZNp3e3n1pqC8jMSWUmroqPN2Gcfr0z8hJq5AYG4WmuhpZpYVIySihJK/AL2cuMsi7I907enLw5FG0dEy5ee82IwcMIDcrFeSUGdJ3MNHxMbi4OrDv4Ak6exgzZvj7xMQFExF5AQuzbujrtSUiLojrhw4SVFDM+WM+T32/RNnS7970pUlaHj//C3w4Y4G4Lrxo3Tdu+6Ojo0tySgK2FvZcuOqPsXEbKkpyOXXJj3Wr1rL/0D6KC7MxNjBl7MS3WL5yHuXVUvTy8uJmYBA7vtmEqkrrwipEnEXz/vTjFjR1DNi9bz8zJoynrq6eoMg4TCzN0FZTprmqnMmTZ/7j25xfkMeR0weZM33ew36ivd2xYQ35lVXMn/8xurq6T+RSWlrK+PenIdvSiJdbJyJjg7FoZ8uqT9aKZcXFR3M3JIyAgBv06NaLUUPv5wMQmkBAICAQEAgIBAQCbw4BwUB/c/ZC0OQ1EsjJy+OXnV9wKzQEOUVljh04/9yzhUdF4Whn98RxohjhqOhwftu3i6riQnQ19Ph4zSaOHNpDUnYWeWlFDOzowpCpM5573ucdsOOnn5k55S1Wzn+fr3bsft7hb0T/W9fO07nbiyfHetIi0tPTOHxyHx/NXf6PaxQZWv53r9Ot46PZ6kV7nJaZLK4/Lo0MqQlRJGUWMXH8eNTVVJCXV3hEbmRkpLhWu+gG/3W1Ywd24+TaGQvrP99Lkf7/VDe7sLCQji62NDQ1kZpVRNjhvZSf2scd83Z8tGaH2ItBJCM8MhQ1VWVOXjhIS3El3QcOx8/nOF06DyTkzg2a6uuQ0FJHQUGN81f9sG1ngq6KCjU15RhZupCXl8vt4LuoKSrg5tyBouJyJk+YRG1VKYFhkdSV5lJTUc7sRasewSPyzPhi81L0dayZP2v+U9F9u20zvXr0ZOeWdZjZ2FJWVsAXn21h6crFtDQ28/nqr8QcduzegaqiLCf+uMLBPXtYt2WDON5bUlIRL9f2ZBeWY25iTFVNFQdOnKKsqgxjfTN2bLxfwq+1bf2GL1FWksHO3oXGuhrSk+OpaWqivKoO2/aulFfmICchQ1VlLaXZyYyYOIPfT+xj2dzlj4WIiDxARO3vHiW+F0/je+Mq40dNxNnpz3rtD3RctmY5ITFh6Miq0SLVwqihoxk0cDDnju9hxIRZbNm+gXthofTu3pepk95u7dKEfgIBgYBAQCAgEBAI/BcJCAb6fxG2MNX/jkBRSTFLFy7A0d6SuYs+fS5FRMbKRd9TaKpr4+LSUZyVvagoFzU1TVRV1Tn9x0k2bP4cUwMTSqol+HLJRzQ2NeLaqYvY0Bk/dRTTho2k/8jJiOp5X/O/St8+/Z5Lh+ftHBYViZOd/fMOE/r/5yY0MysLY6PHk3OJ4ttF5bB8rvpQklOEhGQzmbnZrF3x5SPsRAZWfn6+OHFYmzavzjvi7xtUUpxLwJXNdB24EgWF1lUnKCoqYvCooYwdPAr9ljokmmsJv+eLlLULDk5OjBnzLgtXf0zw7av07N4HJcVG1KQV6d5tAOXNDfy4fyMmKu35+cBxpKUlGNa/F4FhQUyZ8DY37wSgrCqPoqIMWqoaKGmqc+tWNPp6euhrK5CRGouDUwf09A3IzsohPSWOhUtW00ITaiqajyzvnw4aAgJuYmRsxsiJU7Gzs8TOwgIZ6Ro+/OBjps+agb6+AdaWVgwaMIDln3/JrLcnkZ+fjbtrRwKDAwkICiIlPZHhg4eQkZ4qLoMmylI/bvRU5q1YxJUTPq36FnJycwgKuIyekQWrv1rNyCHDqSwqRU9LjaqaOiqbWwgOC8fbqT0VzbJYGGoQGR9PW2Nz0pLiMbZ1pLmsnLemvosot0FKbDiVLRASdIOsrDyWfCTa1/sHP9u3f4eEZAOJqZFISChhbWHGrBkfPtRzyfLlhESHMKhXX6LjonB2dKajmwd5BZl4OHVES78NU98ZSUFxPru27UNDQwsVldZ5BrUKhtBJICAQEAgIBAQCAoFXQkAw0F8JRkHIm05AFN9ZXVOBnIwsOroGVFSUo/If99WsrCxUVNXENYgfNJEhXVNbg7qaOrn5+VTmZXN83/e4eHWlsqYWRXlF3Dt2R0tXT2yEi2oiy8jKIf+fP6b/yiPo3i0cnT3Et2TdBvSjqDgf//N+aGo+apC8Koa5eXno/cUFtqSkGA2N1zPXq9L5dctJTUvEtK3FS08THhGCo4OLWI5o36/fvEZX7/vZ+R+Uu3swSUp6Ku1MTF96zgcCxG7OW9Yyd+HqRzL+Z6VHoW9o81xVAM7+sIVbJ44jpSpLs5QsQ98Zwrrdu9A3MKVn90l8f+QUjcURWFq70aebFwZqmty7fp3eo8dy86ofBdm59B0ymo9Wfo6RljyG+iaExMbi4epGZFoCCg3FvDVlPl06dyc2LoZrV/9g/Ni3yUlNRk1Pn6LSIhLjY6iqacKxnSll9WkMGTb3EVaX/X3p2fV+uMBfW6fe/TiyeydhcbG4ubjhf9WXG6F36ehkx8Tx7/HNxu0kZaQybcIQfth7CDtLSyQlpWnTRpuc/Eo+nPUutwNuEhAQjIVFW7Kzs8TfrygRnYqyNkMGD36usI2r/pc5cOIY+ppqiFzMXZzsSY1P5EZkGO7OjtQ3KjKgVw+u3vbHVPS7p6yQkJgIJo6eTPC9W7RISWOgo8/5G9fp17Ur+VlJNDQ2UllTT+ce/RkxYNhDff646MM1/2sUFqbTq0sfpGRlyMguxtKiDUdOHufj+YvZd/A3rCzb07N7LwLu3mDMmLce4hMdGB058TvjRr3NwiWr2LR+zSt7PwVBAgGBgEBAICAQEAi8GgKCgf5qOApS/gUETp45jamxEZraOqQnxODd436m5ifd1ImyIAcG3eGS72lGDxjGXd8/sLBxpp2DIyF3bjJh5tNdb/+KoqCwEC1NTbGrqu/Vy5QW5XPg6F4s2uqzZvX211KX+IGhmJCcTFsjI2pqqlFTe30J8Z5n6/MLcoiNjxNnqv5fNlFSL1GCsqe1Z7mJP2lcbEwkmVnJaGvp4uzycmXVniT/bsBNwgJuU1NZzLxlj97Yt5ZlREwI3+xYziS7HpwJ8MGmWYIqJT26T5qOsmI16XGF1FPL9xdv0dLYQldHTczNOzNmxHj8Lv8OkhK4OPXkwO4dNLY08+4Hn/Ll+vW0tzYjJDoIFTUl8tMSqa6TxMnRkZOnrjDnvYlIqWiQn5qMvrIK7R08CAgJwsbOjoueFAPxAAAgAElEQVSn9uFs7YKyXTu6uvR85jJEYQbLPlnMqLH3S7Wt27QNcyNd1NTVMDJpy7SJ73LB5xT+d2+wctnn7Pn9B8qqaujk6UV0dAxGbQyorimhWVKWgDth6GurUF3fglEbTXGCPdHN+/O2rJxs/PwuEp8QR1JqPGZmFtTUVYi9aLw9OjNi2KSHLuyHj/3GtVs3MTcxJTUlBWUlRfJKa8Wl/GysrFGWbaG+qhADfWPKa+tILyzFUL8Ns6e999BIP+NzmvKiIrLTkjGxdSQnJxcDA13UVJWoqqiktqoSRWV1enbvLS7p9rRwh6zsdAzbPJrH4HnXLvQXCAgEBAICAYGAQODVExAM9FfPVJD4hhLYd3AfwwcPQ1FJ6bE/WjOT4rl78RRGlrbExUVSW1aBslEbypslMJCSJSniLuPnfMKFgz/RbfRbmJlbPXOVeaKbbD09cb+rpw5xzu8sk8a/i7y2NudOHeBOwG327vd5JSXKnqRMZGwU9jZPjpl/pvKvqUNhUQE0N6Otc5/L/6olJsZhYfH0BG63bt+iU8dOlFWUExsZSsfO3Z6p6s07/uI66z/+/CPaunr09OpEXFwMPXsPemXZskUHBwH+l/Hs1uuJ+ohc8EWZ6v8eu1xZWcKHC6eT3ZiPYpM6Ui2ajBvemYSwaJas2ITfscP4RvgxsHsnom9FoOvsjlRLM74nT5OYEcmcJRv5ZOFHTJ06kQ6d29O182i2bdrI1BnTUVFRZ/r74wkKDQJpGXSU1fls+RfMmb+A0qpqnByd6eliiYOdE5IystTVNyCrpk5CYjzm5m25HX4TD0cv+nQf/FTG6aJyfm3aUFlZyb6Dv2JnZ0d8UjT1DbLcuO6Hg50rclJNvD11JqoqagSFBOJo70heYTrfbNpAbk4BM6ZO5+qNm2hp67F4wUfi3wG37t4kMiaUXt59MGnb7oW+xStXfflp30/069mH2sYmgsNCkZNpIDYxl73f/YyGhsYj3g27ft5Bc0MLoRFB9OvVH1//K2ir6SOvKIuhliLjJ70nPri7dO44ucUlZJWUsPSDRWJ9ExIT+Pzbr1CUkcfZ0Z6m5kZys0pwc7XC0d6TnNxUsjKzOXX9Or9s3E5lTSUaqhoPuRYU5pMRE4Zrlz6I3pW/lkdMTk1GRk4WY4MXq7v+zA9E6CAQEAgIBAQCAgGBQKsICAZ6qzAJnf7NBMLCgsjNz0BN05j6imJs7Z3Q+VvZJpH7cG1NDZGBtyguKCAmIoj04iyy8vLo7e7NuOnzOf7jVsbNWYyqeutuo0XGlMil9Idtn9FUK4m5pS0DRo3lxx+3MnH8NCKiI8nISGX0qJev/f1v2Z/w6FBUldQwbdv6LPr/hrXFx0ZwN+A2SCsTHHpHfGMbGhDI+NEjcfToJF6CqIyZluafxtLrWNe2b78gNT2Djd/ueig+8N4Vmlvq6dptKCqqcrh0cEBBqZ55sz+hq9dgvvj8A1SVpPE07URydSLHj59iweLP6eI9kNCQa3y5+kOsHPsw5/2PGDZsoLh+uKmBPmlllcycOpkf9/6Eka4aFmYOjBgykgPHjxFy5zKTho/lRmw8RnptCQoOYtv6tWRnJtHcIEVZQyNINqGmpoRlu/ZIyCpgZf546b2/M/pu+zrUtA1RlpPB7/pdaupL8LB3oK6xnuCwCHEZwy/XfiPOVC9qiYmx6OoaIC0pRWpmCro6hhw7dwYDLR2GDhzIyT/OkJ+bxZBBw1j66WdU1ZXTv2c3DPQNGDzgfg3yZ7XcnCwWfjKf6roG1q1cx9ffrqGyuo5OHdyIjIilsLyK33b9grra/Yzwot8LC1ctR1lGhrryfKwsrWjv4IbP5WtUllexad26R6YUeXuI4tBFBrro98nN29dZ/dWn4kMFD48OyNHCwZOHGN6rH7WSEpw6f4LenXvgbO9GWPhdxr/9ASmpyfyybyu1jY2oyuixbMnHZKQn0s7M5uFcV65fQ1tbEwfb5ys5+Cw+wnOBgEBAICAQEAgIBJ6PgGCgPx8vofe/kEByXBQNLRJY27R/pvaHtnyNpokZDu6e6BmZPHLTnhQVhrmd0zNl/LVDYmI8v21bwZQPPsPC8vWU3GqtQrt3f8vAAaMxNDJu7ZD/8/1Eibm+2rSKTxd//lxxx38FI8pXsGrtMtzdPUjPyqClRQZZBSguKmXUoBHY2/0Zs/5P2dUfyPS94oebs5PYeJw2edpz7YEoBnr7ri9ZOHcViopKvPveOKor0lmy+HPOn7tFTFQgDZLVuLs5Mm70e9y5fhSjdt78/P1n9Ok5gpETZ7Hh49lk1pezZeM+8c3vrz+sxMbWBWUVOW5cT2L391spq6rH1/+S2Ji/ftMHFQ19fvnud/yuXyLu+jUCUmOora5myODxzFv0Mba2Nozs3w8zXVXysvLQtXeipbGazNxkxo+eSlRsLD27/XPixHlL5uPu5AJNtaTl5TNr6nscPXmQFkmwMrdmxerPKC6tQM9Aly8+WUV1bS3qakoYGOhhYmTGHxf+oEici6KOq9dv8uuuXezetZHI5CTaGJpTXl5E1w6eDB06lqqKcpRaUWJNFE6y6bt1BAbFMHvaFI6fPU3vbj24duMKFVWlVFQ14NXZm9GDR2NuZv7IXuZmZyBKXnnm9BE0tQ3ILypg2UefIi0t/Ui/eR/Po725Bfp6BgwbMppN2zYiCdTVFlNbB3U1paiq6mEuqrnu4YW0rDy5WSkU5hcwcvQkampqiI2PoKAwi2s3r/Hp4i84f+EkAcG3mfnOElLTEujb6z778MhgHO1dn+udEzoLBAQCAgGBgEBAIPBqCQgG+qvlKUj7lxHISk2iuaUF43b3E4gV5eZy8sdtjJm7FFXV1tdAfpOXXVyYT1J0BB5d77tFHzu6j1GjJ73JKr+Ubr/tXE/f0VPQ19V/ppyLV85RWlbK2OETn9n37x3C7voTk5iEsakRR47sx9nNE3kVbZpqa6ioK0FLQ4sxQ5+f8+5fdqGpZcDwQYOfK/HbkxYwY+ZkZs6YiYfHnyXjkuMjuLLvd0bMW0Z+2lk09DzJiE8nLiqE9l06Y6BvSU7aDWpqiunc9X5ZwPMXDlFR4E98tgqFaSVkNmYzcsAEksKjUZeDD5d+/nD6w8f3UBabwIzlX4h/1rVvL5ycHFm97FPCb1/BzN6BrLxcyssrSE9LpoObE1EJsUwaO+uJeyC6NRbdIk+ZM1tcW/zOveu4d+7Idf/rlBaUoa+jT25BIRHRccx9exj+QSl8tupTtu76nrUrPmXT9q8Y2HcEaZnpGOi2obmhgr2H/2Da25PIzEyjvKyI8xd8mDp5GuWVJQweeD++/VlN5CL+9bYvMNY1Jig4GinZRpRlFcnMTsfTw41JE95lyaqP+W7T9qce/hQW5fH9L79w6+41XG2dycsvYse2HY+4nl+6cIrTPudpa2lJN08v9u07gIaqBG0t2pOQks6E4cPJzUxDWV0NB4eOrPl6LanpCWzbsJP8/HSSU3JokqjH1NCIuLh4XNw6U9dQyY4ftlFTUsqWzT+SnZ2NvoEB2lpaz1q28FwgIBAQCAgEBAICgddMQDDQXzNgQfybTeDSJR/a29pgaPRntu30hGgMTC1fKB71TVytyJBorKujvKoKA2MjlFTkKC+seOEb46etsaysDDU1tf85gvKSEg4d3cOMGQteiy4iF2VRE92+/7xpDTdjwpgy5QO+XreCDxasRE9DC99Lx5g0eRZmps92236SkikpiQQGXMar20Da6L94THBkTAht9E3Q1LhveIl0/37FApp1JNFSq8XMyJVLB3yZvGolMbfvUa9SR9rNu/SdMoOIoGt4e41Dr+39b2P5qvmkphey8csNqKur882mL1BqqMTQxgn3Dt6Ym1mSnpFKaNQNhvafzLUb/nh38iIhJZHdW1eRVSGFq50d9rY2GOjqIS+nQE19HVduX6Zr5054uD05SdzRk0cYPXyMWIeU1AT27f+JotIKPL07UVdVT1xSMlJNjfx2/Dw9PLpj72RGlw4eyMnKcuj4Kawt29HUIkHPrl3Ftc4LikuIjQmnoVmK8rJiJFqgq1dnfj10lO83b3vkUOTaVR/Ss/Po5OGGheWjZQt/O/gjqZkZDOk3gtLiYg6c2kdLgwRmRm3o1XMAHf4T2tCal/Cq7zluBQWxbPEnj+QPyM3PJS45mQvnTiAvq4qToxUhoUEoKGtTkJ+KjY098kjQ0NyMjEwLTm5d+WHXNvQMjfh06SquX79MTmEeJaXVmOqp0d7GmY9WzaezZ2dycvMIjAzjq5Vfo6asSUZGIr16DWyNukIfgYBAQCAgEBAICAReIwHBQH+NcAXRbw6B7KxUFBRVxLV//6n5nD9B/wEjxF38fC8SFRrI3I+WvzkLeQlNHrhXPzAwX0LU/3yoqGxeTHQwXt5/luESrevA1i1MnNe6DPsvsohfft9NUU4W2prqTH13PlcvnSIyPAgDM0di46PxvX2P96dMZkDv/iirvtxhRXFhIZGxkXh37vpY0rdn6f7Jp+9TXVfLwvnLWfHFQvbsPP1wiMgl/9cfFhAfm8qiZZu4uf8I+u4eZKTHERB3g3cnzueb37dTk5NHe9fudLO3IPzqPaYtX8uatV9ibWFBem6KuNyXvqk5nZwdyMnJwNzMgWlvvcXWH75kwewVjJo8kLHD3uHA4Z9xtLLk8r0Qzh44QX1TPXdvX6W+CZydnDl29hhzZy0Su+SLmrjEYU2N+BBA1NasXsGda1d4d8FH5OWkiMuUVdXUoKSmhaG+HmfOX0ReUQ1jfU0kGuuZOGkWW3fvZMbEKdwJCebOnTsMG9KXqJgY0jPy+HHHLt6bt4D4tBTeeWs0Gck5qMo10aFzLzzcPR5yKikt4cPF81j0wUJiou5i7+CGo4P7w+ei8mo37vijpqZMSEQSEg21ONhbMf/Dj8XJ7Hb/+gML5ix81lY99XlKahJfb1yPiroaHm7u9OvaG/+Ay4SHRZGWksrIgQOJTk5maP+B4kR3EZHhqCsqk5pTwIZ1W8TvzIn9P9Nt4HDqm+vRVddl45dLCYsOolFWgxsBQXi6OJCUnErYncgX1lMYKBAQCAgEBAICAYHAqyUgGOivlqcg7V9O4O+3wKIs3nKi+uZycv+alZ31OcLFk0fYuuvwv0Lnv9cPFyk9cOR4zh0/+FT9b9zw5fjhn+ng2R1jA3M69+jJt5u/4IM5Sx4mCHuViz935iDZGblEJMfi6uDMhAnvkBAVygW/C8jJSFNXU01JiwTzZn6ItpbOK5lalLjw2KmTjBs1+rkN9GXLZtIs0cT6r36ioKgInb+5LldUlCIvryT2Etmzbxc3fS8Tk5zA7MFjqGmupFhOkYOnfRjRzwMjTXWkJdR46935nD5znJDIMJxtLVBR0+b6rVvk5WZjYevAnXvBHP7lN/Ha87LTOfPHUW4GRqCuLEtZRQXrP99MTV0VgSE3sTS04sY9f1zs3ZBUlMPDtfNDZqLShFt/2IqttS0T/5NAUZTxfc6Sj3CwtaC+qgoNDWWkJKQorWmknZE2qdl5eHl4oaGpS25uOqZtzbkXEkhmbgFpqZm4ujkSHx3Jri27yM/PJy4+mr1HDmLv0J67d4KY9fZUev0nDvuBIoHBwcTHJUBjEalJsfQeOIoOHbqJE7WlZmRi1taEmwE3+HnfTxRk5dOpQwc+XrKK4qJClq9dRHVjC1PHTKFnt8drubfmBVm5+hNqq8pxd/fG//pVTNqZ0s2rE9duX8XKwprUlDiaa8DZ3Z1bN/2waGvFlZtXmDljLm4ef/I8evEQDlaOxAQHU11WhqKSAidE9dQDAlFTlkFZQQcrCwt2bt75yqoNtGZ9Qh+BgEBAICAQEAgIBJ5MQDDQhTdDIPB/iMD12zewtrDi3PlTTJ1yP374TW8iQ/RB1u0HusYnJGJleT8vwN9bUKA/e/b+THVlBS3ScixesJI2Oppi92oHpw6vdLkB/pf49fAJHKxNaWqoIjE9HRtLe0pyslj2+SbxXCL9Tx3fy5jx77zSuV+XsMrKYooLkmiS0ebygV+oq60lICMTJT1l3ho4CUdHV44e30NJWSn6Bi14uo/j9t3bqCgoc+DIHjp37IeKIqiraxEUFizO+i1DAw3NElg7eOBg58jGzxdRWlWIo3MXAsLCxZURdm7fQ2JiJBGRoeJEbSbGpnTw6Mzde3fo06v/E5cbFRNBc309WXkF9O/bn4iICKLiIrh7+xp6em0waGNAYlo6A/oOwtaqPYF3fAkMvM25O9cZ1HMCsrLNONnaiGO1x48ez9bvtxMfk8iEiZPo16MHF/0vcOvaLZYv/QRFRcWHOojqrYsS5HUe1Jek0Ghmz5jA6tUbMLe2JSkuRhwq8MAj5cq1SxSVljJ62BhKSorZtXsTyqqq4qzxny78HA3N54/rrqqq4qsNX6CiKENQWCxD+g+koroUKQkZxo2ZwPFT+6hpaOSPiz5429hhb+9McVUldXUVzJq95BGWogOFdavn0a//KBJjQ5HT1uXo0cNEpiYjKnuorqpJvy7e2Lh6kJaVQXuDtkyY+O94l1/XNyLIFQgIBAQCAgGBwP+SgGCg/y/pC3O/cgI5BTkY6BiweP5cPl+3Abn/wc13eUUlqirKr3xtzxKYnZpIfGIyUckxzJk571nd/xXPRe7Of9/DpPhItm76BFfnLsgrK5Kck8M7k2ejq2/wyuPqk8JDuHz9MmW1FYwdPY3bNy6BnAo6ajK4uXVBTfPV3Ja/js3ITAvk9t0/UNWxoV+PceTERpPu74vt+ImUlhQTEHOX4OAwmkpK6NpzBInxweTGJjJ8yhRCAu9g7uiKvZUDu/f8QENTE106daW2ooS83BycPDoSEHQHCQkFSopz6endnf0H9zF68mR0lNSRk5WmqKiA7w/sx0BZkZWr1osPYcLCA7G1cXyp7/LKtSvkFKSREJtCs5QEXdw96d1ngBihz+Vj3A29hpttf478cRpVGSmcnF3p3rkjCclJ3Aq6haSUOhKSDcyf+SE9xk8j5PyJh/hzcnIwMDBg+7erqKmpJb+4hWN+fny5bCnjx41FQVGJmuqqp27Xj3u2s+uH3xg0pA+i+HERv3enzuLq1bMMGDCGlNRU9PX0nnlT/c32DUi2NHHtxnUG9RvMH74X8XBoj4aqAdaWbcjOySUiJpyC4mp+3rWH+IRo8goK6ObdgxNHD1NVU4lkQzWm9jbs/P47PNu7I6WigZ2VKTnZKaQlR1FQJUdRcSadXdzQUFbCrbMnKurt0NLQfOXf0et4vwWZAgGBgEBAICAQ+L9KQDDQ/6/u7P+n6xIlRBO57eb8Jytxa8pa/V9B9cfenyloqCcqPoZpU2bQ3vbRpFb/xnX+9aZSdFMdfscfty69OHjgRxSU1Ll86SRJKUkYmtrSydObaVOmv9QyU9PSuHHXn8lj33ooZ+Waj8hKT0dRQRnJujoGDB6Kfjsb0uMjGDp6srhfSlQ4aroGaOq8OQZ7eXkxW3Ys517oPd7/4Askzp3DwMOLU1GBWLd3QENFiWt3b3Pd7wqDBtpQUS3HdZ97DBg2koLyKqQl67GycyIxPo6SiiJUFLTp2bULpw7/gr6eGTa27ZFTkERKRp4zZ48yuMdA/IKCMDfRZ86cj8VG3rXL5+nRe5CYUVZmMiDT6jJ/om85vzAXQ4PHywJmpCax//hezCydGDNkuFj+wJHDsLUzpYV6hvYcwsYffsPIQJ/yskxsTE0YPmQCe48cQEfPSJy5PTA8hhN7DxAaGUJTfQMG+obk5qVTVFFBRlIsiQk5bPruO3Z+vYbZc5dwZN/vOLq6YP2U70r0rh7c8yV2jl58+vVmOnfyoKa8mPScLAzVtSiorUNeWomA0HBu+1155D3963u+/8BPdO3Shw8Xz8bToxtlxfncCI1AS1kTZwd79PW1CQuLpKCsGFNjQz76YC6Hf9vN3CVrxDJv3/Tj3JkLNMtJYmVsQGFpMZdvXMOyrTUaGvKUVzXh5uZBSFQENbV14uzuOmoSeHh2pX37ji/1/QiDBQICAYGAQEAgIBB4eQKCgf7yDAUJbxCBkuIiJCQlUFfXJOTeDVw8vN8g7V6vKrfOnMDOuzvSsrIkpycQGRrEhAkvZ7C+Xo3/WbooS3pcXCh2dn8m5hL9TFQneu++nUTGxZCbEk9iWiZGxm2xsnJlYJ9edOzcQ+yCHBBwE0/P1u1/aloqpm1Nxe7XFZXldO7YlTt3/LFoZ0FQdBjBgYHYtm3HrctX8OjUibj8Ej5dvPjhApa8M5r4omJOnrr8v0T22NzZOZn4XT1B/77jUVdVJzE5nrWrp9Otizlh2dJMH/4un637mH7dOhAeksd7cxbh7OrK2s8/xdPFifCwUJR1tKmqqUdFWZqc3EwMNAxJTk4kICaNfr17c/3OdaSpx1BLB2MdTYqrG1i/fvtjuhTk53L5sg/jxk8VP9uy9Us+/GDZc8fXPxBcW1uLvLy8+L/JiTGs+XobkyaPITjgDmk5qRjpm2JvZUJCeha1ZXnExidh6dgBOwtryivK2fnrrwRevkp6Zib5BXnk5GYzZMAQ3p4xHhcbK9bv3ENjUzP5qZniOTZ+sZg6SXn6Dh6Lu4PDY+uLDDzF8mULMWmjxqjJ88mrkOTSlYtUZxewbv1WFNRVuX3nBhGRiXyybOnD8eFREYRHBDBmxGSxZ8GBQ3sZN2Yio8aO4MTRU+J+Pr6++F7xQ1ZWjg9nzWLeik8pKSqiT6duSErVoKKiyawZ74n7Hjt5AMmKciqRpKikAmmpRi76ncPd0YOy6gamTZ7Ixq2bkFZQpqt3D37d/SMDBw1gwfzFws35G/X1CsoIBAQCAgGBwP+vBAQD/f/Xnf8/uu7ammp27NhBUWEZyz9ZirKKyitdaXJKImb/qZn+ooLFWarra1FXebks38+aX2SkpqSnYWTQhpq6OtReMYtnzf/X5wUF2Wz7ZSMTRszC1tLqeYY+se+PP32FlLQaW7/fyooFn3Hh8mHGDBiHRXsHSquqiAy9RW1tNUNHTUVXW++p8yWnJpEYF84Fn2Ns/Hbvw37FJSX88OuPLJozn/Xr1qCrrc70mQs5f+4YF69dYNyoaXRw9xQfFoiaKGZY5Lnx91j6l17o3wT89ab1RWSLxq/7Zin1TdVUVjXQwbkHw4eNfriOiLCbGBlbs/fXHVQU5CKnqIicojJjJs7mtwM70dHVJzsnj+DQSPSNTBjYuy/ZadFoqKuRnp6JlKwiM6fPfWg4/1VHUSy0yKgWxXpv2bGBTdu/xLm9E0cOXOT0uePISzZiaeWAtY3Tcy1N9D199dVytLV1eOutWaipabB5+0bKKmspLipARQ6KykT5AzLo1sWLjLQk8gur6N6lL0MGdCc9J4XYuFySY2/Tu1sfUrLTqa+u4vKdYJbOW0DHvxzyfL1xI5PGjcHYyOQxHQuyY0gJ3oWKmh7N6v0IPHmS0QuWUliQwxX/q8hKtdC791B09fUfji0qLuKXvT8yZOBwrC2sxfXec7NSOHnpCr28vHFychYfNh07c5hzJw8x58NlFOZm4XfjJkP69qJFRoFr16/Qv/dALMysaGxqZPdPm9HWbkNJYS6DhvTn/B9XSIgOQVnXSMxhz3e7WbBoCmra5kjWlTD7/SXo6hk+F3Ohs0BAICAQEAgIBAQCr4+AYKC/PraC5P8hgbKyUtTU7pdpelXN7/IpNNUNcHF9tYnIXla/rNwMDPWNxcaP6EbxrzeLL2vQvaxuD8afOLGL9PxS5s1a9tIiy8tL+W7rGmZ98CmikuRXb9zmzu1zuLp1JDExHis7Z+LjYpBvacSkjSmjxr/9xFva8rISjh74ARe3juzaupE2puas/GzTY7eIxSWFXLx0mssXz2Ggo8H78z9n7ecLmP3ex9jZPX6T+tILfIIA0WFDdtwJGiuiqJHpgJPnfbfuF2mid0JU81qyWZLf9h+mk3cHunfpSUhYIKfOHqMwP4eunl2JiQ3D0c0Ta3M7NDU18bl6lsa6atoYmNGz+wBELui7f9pEYUEhQ4dNwtXZVXxIISrv9fcmmlOUdT8nO4vKRnmWfrSYY6cOE3DnMl1c3LkeEU11RR4D+gyjb7+RYjmiFhwegKvjP39v9+7d4vINH0qK65BtaWLaOzM5ePQkkpL13AkK5d1Jo4mLisbMwpqUzAxyCvNZMv9TtLU0OXT4B9IL62mprUXfQJsuXj1oqq9m/5HD5BcXs33DlkeWEh4bQUtjPU72bk9EX1VZSnNzIyqq2pQWFaH+n+z5ovWLeP31ACclKZqzf5xg2jtzUVZWISg0jJjoGHp368gPOzeydOU3D2P1f9n3C5UleZTk5ODSuScVZUWkpOeQX5JNRzcvFKUkOX/FDydHBxRkJElIS8PS3IKaggJUFOSQUlVDRUGBwSPfIiYuks9WzMPC2hkDYwfen3nfo0FoAgGBgEBAICAQEAi8GQQEA/3N2AdBi5cgkJgQyYnzl/B0daGrd3expPi4CKysX53xlJqazE8/bGLtl4+77r6E6q90aEDgXdRUNclISaR3v/tJs97UVliUh7bW02+2n6X3g4MHUb3sPy6eIyY6nA9mzaOwOI87d29TU12Lkpwc7S2tyKgqYGjvkQ9Fim4p9+37FRWpBvLyC5g0fQ4rVy9l1ap16On+ebspGpCWGMOPP25CXlmO/MIa9DTUScxMpnevUeJY6m7e3Z6l6it5fuPyESg6hZy8OnJU0qA1ltySak7+/j0bdhwU34DnpybTUlFGXmM1nbsPbNW8Dzhu/moF2/bspJurO5qGJiiqaiPXIom3txdKSsq4d+z6RHki/pmZyVha2j1zvj2/bichIRFpBUUqKspZtugTZr7/NkP69qepoQU3d2++/X4zk4cOpf+wCeKb47TUREzbWT5Vtmj+XVu/ICEnHzcHBzLzMhjQdwQ//fY93bv0IjElmRVLVolLo8qMUXQAACAASURBVBXk5nL08G6MzG0ZNmSsWP4XX69ERdOAI0cPMn7MeIYOHoZJG0OWr17BR3Pni2+0oyIj6Nd/IAVFBei8YAm9nJRkbl4+z+jpcx6uRRSuMW/JQtZ//jVKiopkZGZiZGgorgN/8MQxaKihuKyU+XMWcuLsCaqqG8iOCeBqaDxTJk0i8PZl7O0dUVBURkNfl8iQMMzbWdHRsyNLFr2Ntooa67YfxP/aWTR0dMjNKxffsmuqq7F27WI6dfBiwuSZz9w3oYNAQCAgEBAICAQEAv9dAoKB/t/lLcz2igiI/rgWuRUrKyuTm5NJamYmd27fZv7cBa9ohkfFiOYrzs9HS+/FjcrXothfhBYU5hMRFoiGijIuHZ5sUL1uHZ4mv7i4WFy2Sk3t6W79fr6n6dV76CMiRAbSznWfsGj14zfbDzquXfM+Hm5e5GTmY27bntUbvsbJ3p4p46fh4uxKelYaJoZtxd0v+Z5n396f8HSwo41RW/yv+VJfWcnQCdPoM2DEE9X/au0iagrzkdfVpqlJguKSKnIzE/F0c8fW0Z1+A8e0CmtxViZB29ah3mcoHr36tGrMg06i9++7r6cxc6g6Jy5n4BdQS0pOHS7KzXz881Fur13GHxHRjDdvQ/u129HQ1X0u+cUlxfj7+3H65F627TiItqYiH0waxfdHzmLerh2/7vkZR5dOzyXzSZ2v37xCwL07ZGWl0NbYiLYGZtwOuYWOpgFJ2Qk0lVWx9JOvMDdrXRiEiEtwxD3yc7OJj40gPTOHBXOXMvm9OTjZOTCwb0/6PYV1WmYGiUnRuDl5kJmZyur1WxjYtzemJob07NpTrH56Wpo4a7u1bXtCQkOQlJLAycH5pTmIBEREhWBiYsHXc8fzyZb9BN2+Iq5T3rHXADS0dDlw6DdqGurx9uxMWV4Wd2PSkJWuR09RnkZZFQb2GyjOKv+kFhZym/jYYBxdvSkqK0FGppkVaz6hX+9BvDd9kdjT5v+nBJqvZMMEIQIBgYBAQCAgEPgvERAM9P8SaGGaV0sgJyeLXZvX4NatH0MHjhIL/2L9Oj5ZspTVq79h9eqPXu2EgrTnJlAoMsolJdFQb12oQVl5GQUFhViYmz8y1w+7NzKw/0iMjNs9UYf/1959QGdRbW0cf4AkQEISEjokIZBQQu8dQbo0paogKoii2LCiImJXULGhIHgVREV67x1CL1KlQwrpvUBAinfNiyABAqmQGf7vWnfd7yMz5+z922/uyp5yzq4/N2r92nnyqVJfKeekLm27pPku+Ka1K7Rv+waV9vKWR/lKioqN0cFNa1Xl4j+q9/xQuRQpet0cixfO1KmkJHXr1U/HD/6lmTN/UWTwMTk4u+qTL35KV6NzOjlZuz54TS7RYZqVkKCWTz+ve666q38r3IToKO1bN1XOzuFSnn8UnuCitt1f19E/d6hQkaJauWSWHA8dUs1ej8incfM0hzMa2vHfvKOzZ8/rhdc/sR33/ifvavgbI67k8b//TdLTL/TXnKnTVateY309+gd9+OGwbHu/fvW65Rr301hN+GaiXFxcbDE81qOp7r//EbkVL6kW7e7P1MJxCTHRWr5irnr0HqDk5GR9PPprfTT8revG+vj9YSpY0EFPDHpJI0e/oyIlysvHo4T2HTiqkqVKqkyJYqpZo45KlfRI5WjYGZ9rG9tPPx2uN9744FYlTPPnp08ly9EpY9syhoSFqkyp0mmOmZAQpZjocNnZ2ykxKUbnLlyUnV1B+ftvVj67QnpqQP9Mx8uJCCCAAAIIIJCzAjToOevL6DkoYLzT+dEn7+uZwS+oRNFimjl3lnrc/9+jzDk49W0fOvjAfpWp5JepxuW2B5sDE179Xv2Nhl+6aLqS4mPU4+FBt2yYJ437XIVdi6pD94fV6f6meqZVG3kdPqILpb1U8/UPVLDQ9c1SckKCIgNXKjlsvU4XvEf+/hv0UN/n5VH20p35W32M5m7fzCk6v3Cq7PJI2+0d1eX90SpaotStTlVU4Akd/PYTOTdqoeh/ElW3wlEln3OVe5UhcnK61OCOGfOx3M5cVJ9XhqWZ/6at/lq2coWSoo7IMTlRb341VQUdHRUQeELeZVNf/Pjuhy/07KBXrost+GTQDRdIu2US1xxgbJlnvI8dGhqk6bOnKXyvvx58dIjKVakh18LuGR1Ox44f1/5DexQZGauBjw1I8/zvx3yh/Xv+1Kuvj5C3j6+eee4h9e39hGISkm37jvv4+mnlmiXq0qWLynlVujLO+J/HqlObDnJ1K6rla5aqW+eetp/t2L1Ve7dt0+MD/3t0/fJJl3ccyHAyWTjB+D0JDz2kQ4e2qHLVpirrVVVLV09Si8a9NW3aDD366H/bB2ZhGk5FAAEEEEAAgRwUoEHPQVyGznmBWYtmyT6vvbp06CL/jZtUwae8StzkMXTbH7CR4fL28s754LJphu2bNmjdhO/05Ojv5ZzOu9HZNHWGhklJOaW42AiVLlM+Q+fdqYO3rpqgOh4HdCKmpP5xaKm1X36q6q3aqtGAZ66EdOLAXpUuX1EjHnpABcsUUP++3jpjX1NuXh1sK5pn9LNx6q/Kt3SmFsadk6evj6q1uFeNO998wbeYkJOKDz4hn0aX7owHHdsut6Lecnb9726/8Y7zng0/6YyDmzp2e+HKImuX4zPea96ydbMm/DBaLVt2Udf27eRaoqTi42NVPBN53CjvE4EnVO6qRv9EYIDKlb09v2e+fhX1aL+eKlXaS08+fmm7sas/RrP8w+hPte/Qbnl4lZejSyk98cQAfTv+E7W9p6ucC+SVX42GCg0JlIuzqwq5/PfUh3Fuv/59VMHbSxu2bdY3X4xT1arVbMPf7MKR8f58WW/fjH5FMn28ccFy5ozfZedgpx7d+2jFqolq2ri3lq+eqvs7pX3RItMTciICCCCAAAII5IgADXqOsDLonRAw3ldetmKF/Kr4qZLvjReWOnRgtyr5XdrGKTI6Rjt3blCHdpfee960ea0aN0rfol/JyUm2PYkP7Nmp/IVcZG9vJx+f9L03mxGbqLAwhQQfU7lK1bJ9VfqMxJGeY9esW6wfJ0/VNyNH21b9vtlnjf9qVahQSWVKpP2YbnrmzMoxUZEnlRAwX27enVSkuJdt0bCrH182FhZ7sO8DqlzUUb0HvKSpk0aqbvWi8vQsrWlfr1Cjrg+q+6DnMxxCoTx5dOqqsy4/Op2RgYzYrl0tfe+OJRrx9stq0LCR3nj3p1TDGXPs37NDY378SuU8vLRy3TrVrFFX9eo31L3NWmregj/Uq8cTN10jIK34jLUgNmxcrXZtO6c7hXETxurpJ/+7EJLuE9M48JWhLytv3hQVK15Wr790/U4BX338rnZsWq/X3h+pcT9+Jx8fX0VExMjby035nUqqXgU/nQj8S8nxp+Vbp5E+/Oo7LfhjslavXal3Phyh70ePVdFiRRURdlK1atdXwLF98va51KTnlo9R44mTJ2jr9m26p2lb1atXTcmnE1W7eqPcEiJxIIAAAggggEA6BGjQ04HEIeYRMBqX7du3qEGDSwtaXbhwQds3rVTi32flV6GqPDz/u7v7489f68GeA+Scif3BX3/2YaWcO6svxvyh8RNGa93yuZo2Z1O2Q038aawe6tP/hvtKZ/tkt3FA485j4IlDVy6W3MapMzTV8b/my+mCv6bMDlW+C2F6qIufDoUUVdiWAO3euFNdnnhODfs9meaYxvdx7oxJ6tb7v3d+r32HOTMN+uivR+rlF4emmtfYim3u72+pao02qlYvdbO8c+NquRUtoXIVq+jFF/rphRfe1rTZv+qhXo/pVGy0Hnv5LQ0fMlD16zVT6TKeqS5U3OpRbePufGh4uMql83H/WQtmqnw5Xzk5OKpChbRXaM9IoUJDQ/X79J/l5l5KT/S78d3i1StXaNWapQqPOKGBTwxRw3/3N588+n2dcsirfSdC1P+BByUne104b68GDRroszGfq1fX3vL2Sr3v+S/fjdSjz6b2vxxvfFy0Crtdv5ZBRvJJ61jj+xQZHamS1zz1YNTo4y9G6p2hwzR8xBClnLLX4/37qlrV7FnQLjtiZwwEEEAAAQQQSJ8ADXr6nDjKhAIbtm9U03pNrkS+fM1ytW2ZsdWz00o7OTFBX78+SMPG/aFlM36VW9mKql8/e/dHNxq3iIgIlSyZ8Uepb1e5Viyao9LlfVSlcvZtaXe7Yk/vPMcOrlf++AU6nZykyJRSqlY6RgUd/tG27fl0OtZZ7V5576ZDbd24VkcP7FCfJ16+ctzlJv3551/TN9+MSlcoiYmJWjJ3upq3vU+lSt74yYO09r0/uGu71q5apEEvv3Nlrv07t2j5ivlqUP8elfFyV6Hk3xV9trIqNbi09ZbRDD71/EsaPfIDuRS69K57dnyWLF2o5Khgte70oKbP+UNP9c+eO+mvDX9TfXs/rFrVa6QZ5jMvPC/f8l7q3PF+VapYUUZju2fvfFWt0lHPPPWoOnXppl17tqhUqdIa/MxrtnE+GDlcb7/+/i3XNjCOTYyLUMLe0TpboKp86vdL1znpMY0MPym3IiWue3Xh6nPDQoNUoKCTNm/boYYN6sk9E+/ypycWjkEAAQQQQACBnBWgQc9ZX0a/CwROnUrSxfMXFB0RonIVb70fdHpJLi+kld7j79Rx3377kVq17qrw8DC1btUux8O4/Hi38d9jxv6kF54dmKNz+i8ZpwZeBxQSaaeNc8J0sWicenSuIAeHfDoUU1FVm9+6wdy6bpUa/Lt11+Vgo6KiVKxYsZvGHhwcoE2bVisyMlTFi5RQQuxp2RXMo/4DMvZofcrp09q6bJ5aPPCQbT7jsfQfv/lADzw8SB6eXjq+80cd3LNcfrU7y7fO47ZjjAsCPfv11NOPDVT37r3TjNPYQu9WrzRcffL334/UsrWbNfLtd7Rx03L1f+r1Kz8+cOigvDw89dW3H2nX7j9VpGgxjfv2l2ypr3Gnf/HSJVq/bZO6tuugFs1bat788QoJD9ZDPV/S79MmqVxZH42dMFIfjPhetWpcehUmI58j/l+qbKET2hTopRb3Z2wniaufVDBWoR//41d6ecjbtun3bNuitbOm6On3P7tpk+6/aZOaNc76dngZyZljEUAAAQQQQCB7BWjQs9eT0RDINoGpf/ygs4nn9OhTz2XbmNk50JxFc3U84LD27dmpQi7ualirtvr2ydlm2bhD/MrQoRo9apTtDu/+A4dUvapfdqZ13VjGhZIDW6coetV2/TFzqQKST6nbA1X1cJ9qSioyUF7eVWQcY29vr88/eEFvj/xRZ0+lZCkmY8Gv/038UueTT+nCxXOqUKW+Fs+fpoTkZE2cODfLq/kbDfqxv/aqRv1L7ydHhAVq3ozv1a7zIypb7r+nIYw5E8Mj9OCTN78gcPLkSXl4pN6WzBh3x46NKuddUW7uRTR/wRx17XJpr/kdO3eqUoUKKnTN6yVGXMbq7nUalld8UoIK5rfXwT1RWc7XmPPYsWN65tUBGtBnoB7qdWk186ioQLm6ltIPE77QxXz2sruYT88Ofkl7d22Rg6OrKlWsnO46RoeH68S+Lfr7zCHVa/ui8ufPn+a5a5fM1+zfJsi5UH49MaCxJv6+RPaOJTTso8lXzlm4aK46dbz/yv9vbNXnWKiQ9u7bp2pVq2bb3fl0J8iBCCCAAAIIIHBbBGjQbwszk9xJgfjERIWFhcmv0n/bJl2OZ86CxbqnaSO5u7ndMkTjDld4RKgWLJiqpwddevw1Jz9LZvyilp1758r3z8MiwjXwucdV1L2wPn73C43/cbTeG/5FTnLc8bFP7tutZZ+M0KZ9f6l7RS/lb1hfzV9839aYr547Q+dPJ2rAq2/oZGiUbcG5zHyWrZindm26au2qhQoJOa4+/Z7X51+MUNlyPho//it9PXKCqtSsm+bQMTEhKlKkTGamztI5xjvoBfLlkVvR4rZxjEf4165ZpntaXHql5Ncpk1WxXDk1/HeP9rTea//ig2Gq3biJWrXppD27tsjOoYCqVMn4nexrkxkzZpQGD35Vxl30fPnyXben+7QZU1WilLtaNM38KzBGzY01L+zs7K5MbyxcaWwDOWnij6lC6te2noKDj8nR3l5fjuqo4MhkrdgYqrdGzZPLv6vzT5v2i9q27Si3f99n33/gL1X1q6ItW9YrTz5721MLvuWzf2HKLH0ROBkBBBBAAAEEsixAg55lQgbIjQLGImTGH8q/TftNHdp2UIliJdIVZkBQgL6b8I2q+TXQY30uPQ58+WP8Ab501u8KDwnWY88PTfMOlvFosLHw3LWLgd0qgButzH2rc+7Ez4NCgrRgwUzltcurPr36K+hksH6c+L06d+igNq263ImQbtucpxIStH/i93LYtUkX/8kj12fflE/9RurR51F9+PJgVaxd39YApvXZvGiOGnVMe1s1o4G8fOd19rQftXbzOvl4lFW3Bwdq0qRv1LZVZ9Vv2DLVd2v/wb0qXqSY4mNP6Pz5BPlV7XDbPC5PFHwyUJ4eZZWSkmJ7ssHJycn2oxMnjqlcOR/b/71161YlJUWqWbO2enP4a3rnrfdVuHBhhQQHqIznpe3YUpKTdezIX6pWu4FCQkNUqmQp293zgMBAeadzEbrMJL9v1xZ5eFeyxZPZz/5d2xR8/Ig6dO+jwwf/UmDQQUWHhej+Xk/I0dEx1bD/G/Wu5v3+vf5RPrVu46tnB9az/TzsYit5Vrn0O5QYH6f3R36gzz8ZnercuQvmqHIFP1W6wQXHzMbOeQgggAACCCCQewRo0HNPLYjEJAKbN6xRvYbNUt0puzp0o0EPCDyuGtUvraB8s72SL5/n6OyilOSkTN95vV10xqPX4VGRKlrYTUOHPS/ldZZ3meJqek8rNax3d2znZNuybPE8RQScUOvBQxQXH6XImJOq5FP7ujJEx0Tr2+9H6923P7I11cZj0EUzsOjf22++qoDwQ6rkU1nPDnpFCfHR2rB2oR4ZONTWCO/atVkrFk5TyUoN5Wr3l1q2fkmurjff4i4z35WY2GgVcc/cyuSRUVEqXqyYNm5Yqzp1G2rSqLdV/77uKuPlpeLFy2jGzN904MA+vTP805uGdujIEdtj8Tf7pLVIXmZyvtE5xiP4RrN9o4tvxu+GcYHCxcVFIQFHlM/OXiU9brwPvHEh5rdvRsl/+SydOve3WnZooPvu66jz+UqoaInKKvzvkwjZFTfjIIAAAggggIB5BGjQzVMrIjWpwM2ahuDgYP25e4sa122qgJBA1c9Ck/v773+ozzV3/bOTzHjP+qUX+8nOwVU16zXQmTOntGq5v36b/Ku+HPe18uYpoNdfeCHDUyYkJsolE08cZHii23SC8Vjz5TumP0z4UimJ8YqOT9CHH3yVoQh2796ihUsXatv6Verz6CB1795HBw/ukUPevAqLiNCmrasVF3dabwwdoYce6aC6De/VG0PekrOza4bmSc/BGzdtUJUq1VTYNfNjX/49OHTokMqXL682nZrrnnoNFREZqpdeeEt+Na6/wJGe2K4+Zue+XarpV/2mTzFcO+bKdevV+p7m102VlJRku7hmPInj9u8rMEYTbrzSYHyMx9lv9rREemN/oX8PVfGqoKff+9S2qnzAwf3yrZb1x/rTOz/HIYAAAggggEDuEqBBz131IJq7SOD4iRN6YnBfdWzdXk2btVaTRs1ydfbbt/tr2uyZOn5iryIiYlTIsYCq+nirdo2GOhwepyqVqurBHmmv9p3Z5IxVwlesXqbePVK/cpDZ8XLiPGPBtWOH/1L1uo20ZsU8Pdz/eYWGhuiFV56TR7ny8vX2VJUKldXq3vQ9fh4eHqovv3xLx4Oi9fTjA/RPnjw6d+6M7uv0sO0piw8+eFMeJYvLq0J1HT+0S7s3rVHrTn3UvXffnEgvW8f8/LN3FRsZo9WbVqpe1aoaMOh1+fj4avGCr9WoYSOVLtv6piuV3yyYTdu2qnE2b3do3DX3X7lQ7bv+990+uGKxlk38Uc0HPS9Pv2oqWjT9TxckJyUoMjxY5StUy1ZXBkMAAQQQQAABawjQoFujjmRxEwGjoTHuhBUsWDDHncLCw2zvzV77SYiL1aa5M+VUsYKaN2mp0JAAffbVB6pTo4ECQoJ1MSFS73z8Q4bfW8/xhK6ZwLirOGbcV9q0ZYXOnLdXfGyYHrm/m5xci8i3UjW1aJ75RbbSymXtuuXyKFNOhQu7qUiRIrc75XTNZ9xNNd6VNh59XrZqqU4Gh2nN5hXKc+6ivHz95Gx/Rg4ubmpZr5lq1b7+VYBr78wOe+dJlXAurUf6P6fEpBjFxoTr9Dl7tWh2j9b7T5ddPnt5e9dXUlKyvhwzUjVq19JTjz6bLXd005VwJg9atXKhFs/9TUdOBqqaX2198OG3mjZzmoq7nlGTOsEKj3ZWGZ9n03x9JJPTZutpEQHHtfq9oap88ayiKhXVGP918izfQGPG/J6t8zAYAggggAACCNydAjTod2fd75qs4+LibAu2Ge+GGv+dkc+mVUvUuFUHHT5yRP5b12hA3yczcnqqYyeNHiJXF08Fp5yxbUmW9/wZ5XHIr5S4WI2bPkvDXnxJXbr0vunWTJmePAsnGhc3nnqqpyZMmGlbAXvLtvXyKOWpZ195TGWKltS5PPlUqkQJ+Xj4qt/jgzVjyk+KS4rREwNf0XfffaonnnhR7u65s6nOAstNTzXM/Deu1v9+/EoVvT1lX9hbJUoWlruji/Yd+1NvDLn+XevZU39StwcHaNGi6VqwZI7cnJzUoX0P1W3YXHOn/aKLf5+RX60Gyl8gv+avWKbe93fTnl1LtGbTcaWcOa3ePXqodcv7ciqlbBn3/t591K55ZdWu10Sb1i7XwKfflOu/i7IFBB5T8Ik18vWtr1IeNbJlvrQGCQoOUP78BXTypLFORH3FxsWrRPGb70d/9VhnjDvq477UhaPbZde8iFwLO+vRoTO1c9uRKzsurJg9XW6l3FW3Uesrp8aGhSp46TwdCDikh979MkdzZHAEEEAAAQQQMK8ADbp5a3fXRJ6cfEqFCl1aFTo7PidDQ+RR+uZbUSUkxGv8uJF69fWPbXdF07PQ281iM97fjooI1461y7Rm9xb16NZXYcf2691RH6vlPS110d5OToWc9dmHY7IjxWwd40xKik6GheiTj9/Ut99M0vKls7TSf62+HDVOsxdN09YVS1W/UQulnD+n32ZM0YIZy2yPKMfGRGvK5LF6dsjwbI0ntw8WGhaibz77WHmcHZTf7oKqVmuoyJBjKuBaWGXcPVSlRm15eZa7Lg3jLvrEsV+oZsPmWrFqud56813FxMXIsYCjGresofm/L9JXP49WgTwFFRkZqaS/z0t588qrpKdGfTQyV7MYuX32+WtyLuKhc2EhqtuspVq0vrTHd2JSglxy4L35m4Fs2bpZLs6O8vX1y/zj9Ktm6tzpQ/Kr86hKli2vn36cpMcee9g2rbGA3wvPPqZvvpuk6IhjmjnhB61YPFflfYursJeP3vpwUq5/WiZXf6EIDgEEEEAAAQsL0KBbuLikllogOCRInmW8bP+4c9d2ValcLc09xo8cPaS33hikB/sMVrOmjVSyxKXzMvo5EXBcnh5eVx7ZDQkOVEpSsoqUKqHAwBN6fMDDGjrkVTkWLqqLclC3rl0zOkWOHr9r/Wr51q6vbds36t6W7a7MNW/eFG3evFl2hZzkXaq0fMuW09jJEzVqxCh5el/ffOZokLl08L6PdVC+i9K99z0gdydn1axZX56ePmk+hm5cFJrw3ef66/AeffTx9ypV2sOWWWR4qBIiIxQcE6k1K2Yp4VSiijoXVzFPX9nbOeqJAU/kUoH/wgqPDNeatYu1b98+5dU/eu/dL7LcoF7eaz4mJlqbdmxXp7bttWbZHJ09fU6N7m13ZWG3G+EcP24sVFfJtiibsdBbRrdEvBl4VGionu/SXkWdC+nNHyfpdMo+Va7VQ2+9/IieffF9lfTg9yPXf2EJEAEEEEAAgTsoQIN+B/GZOm2BhMQkubpk7JH09Hgad/Li4+N0+NhxVfL1VXxCrHx9Kl53qnEHbOXqZbZV1R0LOsrBweGGwy9ePkelSnirVo1LW6pd+4mIjFSJ4sVT/XN0TKzWr1mqhFOxeqTPIFuDsG/fn/rn4gU5OTnKx7dqelK5LcesW75YB/dv01ND3rluvlGj3tbgwW/YbIz/RESEKzT0uGrXbnJbYsutk0THRuvA/q06d+6ilqxcrCGDh6r0vxeGjKbyl19/1mP9BtwwfNuTFqHBKuN9ae9w/8VzVa1+Uzm7uWnRygX6+0y8dh3Yr6iAk/puzGTbdycqMlyjXhuoURPnZ2ujmR2+xu/b4ePH5evtbXt9I/jEEY374Ut99On3WRo+KSlRn458V4/3e0KRcbE6nXJae3fvUtkSxVSjRl2N/+UXDR82wrbl2c0+EcaWge5FsvTuflh4qEqVLH1lGqPGswb3kZu7nYp36KnzdoVVq3GLLOXLyQgggAACCCBw9wjQoN89tSZTScYf9us3rJezi5saN2iQ6cWooqNCVbRYaW3ZvFYNG/33x/cvk/+nIoUc1anbpUddL38CTwaprMelu/B/rlmudavmqnjlmnq4T+bfa7/dBd23a6uq1WqQ5rRT/xiv9h16qnDh7N+H+3bnmpX5liyZqmLupXTo+An17tk3098xIwbjvX/j4kffJ3qqRfNWOn06UXsO/KWvP/7uSvP504TPVa9+K9WoVeeGYe/a6i97JydVrZr2NmYrF85Wq44P6NDRA6rk63fTRt/YGtDT0zPdRCEhIcpfsKCKurvbtiYLORkor7Ll033+tQcaF89OBAXJxzv1HuPxcdFKSEqQq4ubXF3dFBcfJ3e3tL+L4ZERKlm8RLri2LHNXzVrN7rh3XYjpz93bVa9uk2vjHVi/1wFHd+reWuC1fXetlowbaLedfnUBQAAIABJREFU/2H6bVmoMl0JcRACCCCAAAII5FoBGvRcWxoCu1pg8m8/qF/fQbZ/2rdrs6rVun4l7IyIrff3V/169a57xH3hknmqXbOuSpe69I66scWSk9N/779f3sv52ef6qkQJD/V/dJA8r2o2jhw5Ytty6fK+yRmJKbcea+S8aet67d+8Sk+++G6aYV62CT5ySJ4VKuXWdHI8rrUb1qpF06zfMTUev35n2AD16j1IIRFROnzsmLbs2qEfvvhehQsX1spVi+WQ31FNGze3NdRpPaZ9uS7pSXzT5nVq3Oie9ByapWPCwoJUqlTGXhsJCQ5QaY+y2rlnp+rWrHvD+S+vpp+QEJepC0XGEww3elrGMAw8fFBnzqSocs3/LoT8MXWaHn6oj9p07aFlc/7QqI+H6vW3RtouRCyfP1UVqtfV6VOnVCONeLOEyMkIIIAAAgggYEkBGnRLltVaSX30wTCFhZzQkFdHKD4mXIumTNKTL49QKa+ymU708JEDKl26rAo5OV4ZY82KRbZVs40/0I+fOKYL584rNilaDnb2ali/mYz9i5ct/EMdujyi0V++p6Xrt+vn78arQoUKqeIwVoy/HVu6ZTr5DJ5oNCfG4+suLs5ydCx0y7Ov3jLslgdb5IDly2apbbvuWc4mKChAnp5lFRB8RBN//1EvPf2WDh36Sz/9+rOaNKqlx/o+m2qO+Ph4RUQEq1Kl6goMPC4vr3JXGnWjSTQegb/8Wb9hrfTPBfn4+smpoKNcXV3THa+//xo1a9YyzeNHfTpc9zRtrkbN/1un4NqDF8yfppVrl+nVIa9rxJuPath7P6pc+fTvBT5v5q/q2uORVMMaizcWcnVXXHSonJ0LpzuftA6MjY2Vu3v6nwC5fFFk2bJlatasqY7+tUfV62bt4mGWk2AABBBAAAEEEDC1AA26qctnzeAjQ4N1/NhxNWreQieOHtLw915TFT8/LVuzTo899JAe6Tc40ysvG2IBgYEq6+WV6o7jmdOntMl/mSZOn6KWzVqobasucnEtrE8+fFH3tHpAcfGRynf2tGKjQhV1+oI6d35ANWo0uuHjy8Ze4Rnd0s1Mldz255+qXzvtx6XNlEtujDXpVII+GTlI9Ws3VsnSFbVk9jx1v7+3zubJqwZXvU5hxB4VFaFixW78mPb8xTPVuUP36+6sf/31e+rzyGDNnztFPR/oo41r16lDt5tfXLh8F379uqVqfk/769giw8P0j10+lSh6ab2FxMR4ubikbpjv61hPF/LYafjLPZUYk6BOvT/IMn+efA56uJ2L3h7+js451FfNeo2zPGZGBggKCrI9YWM09QEBR1Su3PXrWWRkPI5FAAEEEEAAAQRo0PkO5DqBb7/6UBvXbdKUWQsVERGmhbN/V1BIiC7ojBrVaqZOPfpkKmbj3dW/DhxU1Sqp37ENOn5YSxbP1OYta/X04Dc1/scvdH/XvurS9UHbPL9P+0nJSclyNBatS4qVj18DNW7c/KYxxCfGq/A1DUqmgs6hkxIS4+W/cZU6dcj6Xd8cCvGuHXbu3Em6kL+gGlRvol+nTFLtapVUw6+WSpX1vamJ8a73n/t2qXP7Tjc9LikxQX9Mn6wZsyfr7ZffVfXq9VTA2TnNHQ2uHWzbVn+FhIXpgft7pTnPT+M/V/8nX0l1caB1u5qqW/devTbkZTk42MvVrZTtfKPJ9fLK2OPulycuX76UJn3eRX8si9DD3R5Xs/bdsvS9OXj4iCpXTP1EzI0GDDx+WMmnT6lqtdoKOH5YO3duU/eefbM0NycjgAACCCCAAAKGAA0634NcJRAeHq5OPdqq3wOd9MjjL2v1gmnq0PNRffzZB8p34YLKly2nAU89n+mY/9q7Uz4Vq9pWlL76ExsdpaiYaNt7q32e7KXlc9Yob968SkpKUErKWc1ePFPJfx3UyeRw5bPLp8+//j3TMRgnGnck9x/cq2p+NbI0TlZONi5YGDnyyV0Ce3Zv05gJYxUcFq6Hez+qfr0fzNbV2Y33rGfNma7li39Th449VKVyLRV0dFJ5n8ratnm1ziYkqXLdJtqza5tatbnvOhzju2t8d65+fP7qg4zxZ0z5SdPn/qbZs9Zf+VGLllV0JCBGUyYMVYu2L1/594x8D/fu3aXq1VPvmHDfffXUvEUHlSnsqseefu22FNN4fWDcD1+rdoNG+v3X3xUfdlwTf5uXpQUBb0vgTIIAAggggAACuV6ABj3Xl+juCdB4x/vLkW+rc8/H5L/OX+GhRzR7xXI1reGnWrUbaeW6zapQwUvvvfNZuu/2XasXFxujwm7uN214jMW57OzsUp360/++VlBAqC7mv6BXnntLrrdxpfKomBgVK1Lk7vkikKmM9/iNiydpNcGZITLeV9+ydY3K+/rp+7Ff65MPRtsuVG3Z+aca1a2jBQsXauSEX7Vm5q9Zmjf0ZJA6PdhTuzZuU+fuvTR/5jRbuF26tdCevbs0cMAgDX9rVIZTMLZGLOflabNxdPxv7YgMD5SOE97q21uf/D5dU8Z9rtYP9FaxEtevWn/tO/7pGJZDEEAAAQQQQACBWwrQoN+SiANul8CKFXN1aPtGXcybR3t271eKQ0GdSkmU/cULatuyuU6fzyuXAi66v1cfubsVvV1h6ZcZk7Rty3oVcbDXsHe/ydL779cGnZycaLub7uyc9oJdBw4cUOXKlbP1Luptw2OiXCPwxiPd1empp9X8nnYKCAjQ2XNnVKlC5RyJ79qV4/+YMVUP9bz0ykhmPnv+2qvIqDAlJZyVfb586typY2aGSfc5n/buoremL9AnQxuqY/u2KltniFxcuUiWbkAORAABBBBAAIFMC9CgZ5qOE3NCwLh7/eJzj6hUGQ9VrlxFe/dsVtlipdWqY095+6Z/xedbxZaUnKxNOzaoXYvrF7y69lyj2ViyfI46tH0g25rko0eP2u4CFi9enMdib1Usfp4tAmtm/qHqrdtr775t+nPbOlWv2UBtWnXNlrFvNUhGtnq70VjHgwKUR1KRwu62/d+fef4ljf32y1tNm+mfD3rgXh2IDVaTKlX09DPd5OZ1n1zdSmZ6PE5EAAEEEEAAAQTSK0CDnl4pjrstAlNnTVN8VKzOnkvW4mUL1bJhA7W/r6tq1WmarfMbDcPyVYvUrvXNF9RK76SJSUlycXZO7+G244zV3vPkkSKiouRTrnyGzuVgBIyLWZGRwSpdupwSYmPlms7tweLi4jT6q+EqUMBBA/u/ohIly9wWTGOdh41bNqpzp/szPN+iRQsVExOnvn372B79P3v2rGLi4lS6ZOab5t37tim/XUFVrpz6wp/x6Pr7Hw1TFS9PlfatoubN7s1wvJyAAAIIIIAAAghkVoAGPbNynJftAoeOHNSa1UuV558L2rB2nsqU8dKDj70oFxc3lfPK3gZ27QZ/tWjaLF057N+/X2U8y9x0VfbDR4/Kt3z5DC26duTQXhV0dJaHp3e64uAgBAyB/Qf3yduzrHbuXCl3tzIaNeobNfT21uD307dt2ZBXntbRoztUwNFV039fnm1PhZitOtu2b1RQQLB6XPXo/aeff6rI6Fj16PaAmjZsYraUiBcBBBBAAAEELCBAg26BIpo9hW07t+pIwEElJPytbp066/jBPTp15owc8uZVQOgJbd+2Rc8MHmprfitXqnpH0g2LDFep4um7WxefmKjCLi7pinPHrq2Kjk1Q+1Zt03U8ByFgCISEB2rDuun6J28ZjRg2XAcPHU0XjPHkyODBj+qhXn21ccs6ORYsoBeHvJPmua6F3ZSYEG9bJ4EPAggggAACCCCAQM4L0KDnvDEz3ELA2GZp3qKZ+sehgCqXLavtm1ao3+P/bcMUEHRca9YsUnziOQ157qW7yvPUqVM6c/asiri7a+qvY/XgI8/cVfmT7I0FIqKjtGfnUrVp2zfdd8Dj4mO0c/tW+W9coJMhkfr7/D/6YtQ4FS1y4wUXjx8/Lh8fH1sAN2rQTyclqWChQumePydrGRMVpgKOheTklPo1kxOBJ1TI0VHFipVINf33P4xVr+49VaxYsZwMi7ERQAABBBBAAIEMC9CgZ5iME3JSYNBT/fTD+Mk5OUWaYycmJsnFJWPvkd/OQENOBqqMR9nbOSVz5WKBjOwfbqSRmBCrqbN+1anT57Vp2zrVq1FXXTr1UOVKVWwN+PQ5f6hZ/aYq7eGVKuvwiBBFREap5jX7j78zsK+cChTS0DE/3FDpl1/Hq07txqpWtXqOK545c0ZGM+5XyS/VXJu2bpS9nZ3q1WmQ6t+3+q9Sg2atcjwuJkAAAQQQQAABBDIqQIOeUTGOz1GBXyZN1qOP9cvROQICA2WXL58Ku7nJwd5eDg4OOTofgyOQkwJGc71i8XxVqlRZXj4V05zqtXeGKulMvBzOpCguPkHffjNRBw7sVuPGLZWcnKxZMyapS9eH5Oae9nZixw7uk8+/i6o1qVdZA556RgMGPq+d21dr3bYdKuxYQPEh4Xr57Y9zMuV0jZ18KlkjP3pL586e0qdf/O/KOf4b12r3rh1qXqeOajRqma6xOAgBBBBAAAEEELhdAjTot0uaea4T2LR1nRrUbap8+fLZfmbcBTt9+rTc07kadWZIN2xYrUaN7rkyZ2bGuNE5xt1MY/Vne3t724/Dw8NV8qoVppcsWyp//3Ua9NST8vS4+aJwiYnxcnEpnGqarG5TlV15Mk7uEjC+c1+98YyO796j/AUcNWrWMhnfReOi07XfmdHffaGUU6F6qv8beua5hzVtyrIMLWpoZB4WHKjzf5+V8uSTZ/lLj7+/994LSo6I0cIdG3Qh5aLat7pPLe5tq1b3tJKbm/sdBVsw5w/Va9Qy1e+iEdD+/XtU3K2IipW+PSvY31EEJkcAAQQQQAABUwnQoJuqXNYJ1mgePhs9Qk0bt1XTJs2vJBYTG2t73zonPkHBwfLy9LwydEYfEb5ZTMYdSONTqFChGx725dhPtWvnDpUv7aH1Ww/o4/eGq0GDG28dFxJyUmXKeCgyMtK2T3pCQrzi4uPlXdZaq73PnDNFvuV8VLNm6sePc6L2Vh5z7jcjtfSPX+Xq4CD/c+f08uN9Vdy3lvI4uaqSj6+KXPWO+YzZM1WjanUdDzqi5o1bysnJyUYTGxcnt8KF0/U+uXEhzc7OzvYf4/PblAnac/iAoqJPqVaVijp66JBOhgbol/9NVyFn1ztGH3z0iI4c2KZWXfrcsRiYGAEEEEAAAQQQyKgADXpGxTg+ywIz585V29at5FLIWfMWz1PHth2v/LFvDB549KCCjh1W8/ZdszzX5QGMO43GolcVKlS4MmZkVKSKFyuebXMEBp9QqRJlrntkfvbMSapepZa2bt+m5WtWyb1YaYUGHlX/AYPUru19qeZftmKhGjdornx2dnJ0dLT9bMXqJWpzb4dsizOnBlq6ZIbad+ipBQumq3PnXjk1DeNeJWDsBe5UsKBG9O2lg8GBGvrZKDVpcem7snPHRgUGBqhb91s3qH///bcio8LlUSb1++fpxY6LiVZh9yKaNuNXPdirnyaPH6d+Tz2d3tMzfFxQUIA8Pctqx44dqlevnpKSkmwXx/LkyXNlrMBDB/TLu8/q2a9/k3vxUhmegxMQQAABBBBAAIE7IUCDfifU7/I5x4z5WS1a1VX1KjVuKJGUkCCHAgWUP3/+bJMKiwjTgf0H1KpV+heGOnHiqLy9fdJ1VzE0NFR/HdqjdWtW6f33RtniXr9xrRrVb6JF86fpz5075FuuvMpUqKiAI4FavHKhurRqowoVKqpRi3ZXXTQI19Zt69W+7QM6lRivnRtWqmzVevLx8c02izsxkHGB5MTRA/KtVO1OTG/pOWPiYvTnlnVq2aaL5v86Xsu3rNf3Y6dkOOesPFGycOpkdez9yE1/V7ZvWal6DVtnOK5rT0hJOa1XXhmgf87bq1KdJhry9DOaPW+qmjVudd2q7MP6dNF7v8xOdQEwywEwAAIIIIAAAgggkIMCNOg5iMvQNxY4cPSA/pg6We8Nu34hqbCQYE0aNkRvTJyZbXzG3TVn5+tXZ08+dUqF/n3E90aTTfhpnAb2H2RrOqKjo1W06I23o7r63JSUFEVEhMvbu5ztn9dtXCn/9SsVGhWve5u10YaNa9S5bTvFxUToVNJZFfcup7E/j9fbL76qc/nyaP26VYqKCteQ517X3ylnNe6HMarg56uB/Z9L14WCbEPL5oE2rFmihOR41azTTGVKe2Tz6Hf3cMbrIufOnbM9ubF+3XJ5lfFWWZ//nhRJr05sbGyOrv9g3KVfuGSOunXtnd6Q0jxu7qQJ2n7wTyWl/K0Huj2i6tWqpXqU//KJcbHRcnO/9e9tlgNiAAQQQAABBBBAIJsEaNCzCZJhMiYQHBwsz6veB7/67FOnkuXkdON3uTM2y6Wj4+Jis7xYVVbuLhoxGA3U3FkzlHQhRf37DNCP336qvSeidCR0vx7s8rDiIk7q9Lm/tXPXTtWqUlnFChfU9IVz5eJcVK+9OkKNGjQ3bYO+dMUCrVi9VkOHvK5z5//W6aRY+VTM+a23MvNd4Zy0BXbv2a2aNWpmC9H58+e1fccONWrY0Dbe9p07Va9OnXSPvXL5fG3Ztk5nzuXRqy+9rQIFCrAbQ7r1OBABBBBAAAEEcrMADXpurg6x3REBYyV5Yyu2Kn6p91ROTzBp3YU07nIan5iYSDk7X1qhfcovP+nCP2fl7VtZRYsW02vDXpPTxSTFnc+jsMgktapfVacvXtQ3oyfK1cUlPdPnqmN2bl2n4h5lNXb8l4qLTlTdenW0bctaDXjieTWod0+uipVgbi2QmJggF5fsWfTt7NmzGvvDTxrywjO2ibv1bKW8/+RTk+ad1LNbZ3l53fzVkvDwEG3fuV6f/zBBLz81SA1rN1QBBye5puMpl1tnyhEIIIAAAggggMCdE6BBv3P2zGxxAeOue1DAMXmXv/HjxkYzb6zQXqJ4CRUoWFBzFs1VnvMXlHImWUlJKep2/wM6ceKIqvjVkPM1266Zhe7nX8bqRNAxtWjSRssWz9L+w/vU7p42eu6ldxUaFiaPMmxzZZZa5mScxh31Jx7trPDoeFWoWE01qvqpSfNWqlat9k2n7dHnQTnnvaA3X31dXr5VVDCNXRRyMnbGRgABBBBAAAEEslOABj07NRkrxwQOHj2kQo5OKlOqjGke9TbeuR322mAVcnfViBFf3NQmIDhAmzfv0EO9euSY4e0a+PjxowqNDNGy+bPlV6WajgVFqn37Vqpfp5Hmzf5Nv037WS1adFSH9h1Vvlzl2xUW8+RiAeMJkwVzpun7CaN08UIe+VVvpr8jAvX+6HFydHLW3IXz9HCvh1JlkJgYryEvPacOLVvobHK8+jz1svLly5eLsyQ0BBBAAAEEEEDg1gI06Lc24ohcImCsBG78IX95/+VcEtZNwwgNDdGaOZPVZ/Ab1x23dftmFS9WSt5ly6b62YYtm9S0YWPbv8UnJsrZyemWjYexN/WJoCPyu8PvdsfGx+rbkW9qb1CQunXpr9nzf1GtatV0b6tWypvHRbu2rlAZTx/NmDFJb7/9uSqyqrsZvsa3Jcb//TZWrRq3UURooBatWSm7syka/v6XMr7bhw//pZo166aKY/wPn6pSxepycnVXIceCWuW/Uhcvuuq5pwbelniZBAEEEEAAAQQQyAkBGvScUGXMWwrM/nmMHF2Ly7dmbflkYsXptCYwGnijkTdTE39LrHQccOToMRUtUlhubkXScXTOHbJ3z3atWjFPU+fPV6WK5fT1ZxP1+defave+P1XI/qLK+fjpwsUL6tvrUS1euVq169RRmxZtci4gRjadwOwZk/TJtyNVuqSHhrz4tlo2uX69gt8mfyWnAi46cvyAKlWprKOhySro4KCu7R9QmdLseW66ohMwAggggAACCFwRoEHny3BHBIxGevS7z6lCw5bq2rHXDWMwjjl46Ij8KldMd4zGaukHD+1W9Wr10n0OB2afgPHe/YG/9mjCxDEqWshJoZHh2n80VLExEXrzuWdVpGQZlfetYdv/PSoqQuP+N07D3xiRfQEwkukFtvqv0tOvP6d+3Xvr4UeeVsmSJVPlNHTEy2per4FSziarScPWWrlivho3a6cKFXhdwvTFJwEEEEAAAQQQEA06XwIEEMhWgWUrFqqIewnNnzlBDs7FtGPnZnW6r6dqVaupOvUvPbp/+WNchDH2medz9wk8M/g1vTviVZUoUSJV8mEhQTp67LBq1a6vg/t3q36j/+6gR0SEadmiyerWY5AKubjq4NZNKlbaQ0U8PO8+QDJGAAEEEEAAAUsK0KBbsqwkhcCdEdiyYonyFrRXfkcXrVo7V42b3Kd5syfqmWdHyMPD484Exay5SuDyVoQxMTFydXVN83WUwICjWjL7Vw166V1FRUVpzZrlGvn9aD3dvaf8qteVV3kfrVmzWP0efTZX5UcwCCCAAAIIIIBAVgRo0LOix7k5JrBt5xbVrVVfefPmzbE5GDh7Bfbt2ap1S5cqn3tR3duosQ4f2K2qNevJw7uigoICsnWtgeyNnNFyo4DxuoSx/ZqDg4MmTvhOTk759eehECWcjlXv++7TmfMhatumP/8bkRuLR0wIIIAAAgggkGkBGvRM03FiTgps2OCvpk2b5eQUjJ2NAj9OGmfbs929qLuSEuJUr3IDFSnipsYt22bjLAxldYGEhAQ5OTldd1f98qsQy1Ys1ZFj+/VQz8e0ffd8tWz6sPLnz291FvJDAAEEEEAAgbtIgAb9Lio2qSKQUwJfffOJba/qdu07qn6tRsr/z3k1b31fTk3HuHexwKlTyQqLOilfbxaFu4u/BqSOAAIIIICAZQVo0C1bWnMlZtwhS0xKlquLs7kCJ1qbQGDQMa1cs1L9+z3Jom98JxBAAAEEEEAAAQQQyKQADXom4TgtewWMBt1439Te3j57B2Y0BBBAAAEEEEAAAQQQQMAkAjToJikUYSKAAAIIIIAAAggggAACCFhbgAbd2vUlOwQQQAABBBBAAAEEEEAAAZMI0KCbpFB3Q5hRsdFydiykAgUK3A3pkiMCCCCAAAIIIIAAAgggkEqABp0vBAIIIIAAAggggAACCCCAAAK5QIAGPRcUgRAQMJtAUnKinAu5mC1s4kUAAQQQQAABBBBAIFcL0KDn6vIQHAK5U2Db1g2q36Bp7gyOqBBAAAEEEEAAAQQQMKkADbpJC0fYCNxJgQOHD8uvYsU7GQJzI4AAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAALA1HgCAAAQd0lEQVQIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOQEadMuVlIQQQAABBBBAAAEEEEAAAQTMKECDbsaqETMCCCCAAAIIIIAAAggggIDlBGjQLVdSEkIAAQQQQAABBBBAAAEEEDCjAA26GatGzAgggAACCCCAAAIIIIAAApYToEG3XElJCAEEEEAAAQQQQAABBBBAwIwCNOhmrBoxI4AAAggggAACCCCAAAIIWE6ABt1yJSUhBBBAAAEEEEAAAQQQQAABMwrQoJuxasSMAAIIIIAAAggggAACCCBgOYH/A2AyeHYILj9gAAAAAElFTkSuQmCC\" width=\"1000\">"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"VMAX = 120\n",
"linecolor = 'k'\n",
"LW = 0.1\n",
"\n",
"fig, ax = plt.subplots( figsize = (10, 10) )\n",
"\n",
"roofs_suitable.plot( ax = ax, column = 'PV_norm', cmap = cm_PV, vmax = VMAX,\n",
" edgecolor = linecolor, lw = LW, alpha = 0.7,\n",
" legend=True)\n",
"roofs_unsuitable.plot( ax = ax, column = 'PV_norm', cmap = cm_PV, vmax = VMAX, # color = 'lightgrey',\n",
" edgecolor = linecolor, lw = LW, alpha = 0.7, hatch = \"....\",\n",
" legend=False)\n",
"\n",
"# roofs_unsuitable_area.plot(ax = ax, color = 'red', edgecolor = None, label = 'Area')\n",
"\n",
"plt.scatter(pixels.x_pixel, pixels.y_pixel, color = 'k', s = 1)\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {},
"outputs": [
{
"data": {
"application/javascript": [
"/* Put everything inside the global mpl namespace */\n",
"window.mpl = {};\n",
"\n",
"\n",
"mpl.get_websocket_type = function() {\n",
" if (typeof(WebSocket) !== 'undefined') {\n",
" return WebSocket;\n",
" } else if (typeof(MozWebSocket) !== 'undefined') {\n",
" return MozWebSocket;\n",
" } else {\n",
" alert('Your browser does not have WebSocket support. ' +\n",
" 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
" 'Firefox 4 and 5 are also supported but you ' +\n",
" 'have to enable WebSockets in about:config.');\n",
" };\n",
"}\n",
"\n",
"mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
" this.id = figure_id;\n",
"\n",
" this.ws = websocket;\n",
"\n",
" this.supports_binary = (this.ws.binaryType != undefined);\n",
"\n",
" if (!this.supports_binary) {\n",
" var warnings = document.getElementById(\"mpl-warnings\");\n",
" if (warnings) {\n",
" warnings.style.display = 'block';\n",
" warnings.textContent = (\n",
" \"This browser does not support binary websocket messages. \" +\n",
" \"Performance may be slow.\");\n",
" }\n",
" }\n",
"\n",
" this.imageObj = new Image();\n",
"\n",
" this.context = undefined;\n",
" this.message = undefined;\n",
" this.canvas = undefined;\n",
" this.rubberband_canvas = undefined;\n",
" this.rubberband_context = undefined;\n",
" this.format_dropdown = undefined;\n",
"\n",
" this.image_mode = 'full';\n",
"\n",
" this.root = $('<div/>');\n",
" this._root_extra_style(this.root)\n",
" this.root.attr('style', 'display: inline-block');\n",
"\n",
" $(parent_element).append(this.root);\n",
"\n",
" this._init_header(this);\n",
" this._init_canvas(this);\n",
" this._init_toolbar(this);\n",
"\n",
" var fig = this;\n",
"\n",
" this.waiting = false;\n",
"\n",
" this.ws.onopen = function () {\n",
" fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
" fig.send_message(\"send_image_mode\", {});\n",
" if (mpl.ratio != 1) {\n",
" fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
" }\n",
" fig.send_message(\"refresh\", {});\n",
" }\n",
"\n",
" this.imageObj.onload = function() {\n",
" if (fig.image_mode == 'full') {\n",
" // Full images could contain transparency (where diff images\n",
" // almost always do), so we need to clear the canvas so that\n",
" // there is no ghosting.\n",
" fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
" }\n",
" fig.context.drawImage(fig.imageObj, 0, 0);\n",
" };\n",
"\n",
" this.imageObj.onunload = function() {\n",
" fig.ws.close();\n",
" }\n",
"\n",
" this.ws.onmessage = this._make_on_message_function(this);\n",
"\n",
" this.ondownload = ondownload;\n",
"}\n",
"\n",
"mpl.figure.prototype._init_header = function() {\n",
" var titlebar = $(\n",
" '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
" 'ui-helper-clearfix\"/>');\n",
" var titletext = $(\n",
" '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
" 'text-align: center; padding: 3px;\"/>');\n",
" titlebar.append(titletext)\n",
" this.root.append(titlebar);\n",
" this.header = titletext[0];\n",
"}\n",
"\n",
"\n",
"\n",
"mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
"\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
"\n",
"}\n",
"\n",
"mpl.figure.prototype._init_canvas = function() {\n",
" var fig = this;\n",
"\n",
" var canvas_div = $('<div/>');\n",
"\n",
" canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
"\n",
" function canvas_keyboard_event(event) {\n",
" return fig.key_event(event, event['data']);\n",
" }\n",
"\n",
" canvas_div.keydown('key_press', canvas_keyboard_event);\n",
" canvas_div.keyup('key_release', canvas_keyboard_event);\n",
" this.canvas_div = canvas_div\n",
" this._canvas_extra_style(canvas_div)\n",
" this.root.append(canvas_div);\n",
"\n",
" var canvas = $('<canvas/>');\n",
" canvas.addClass('mpl-canvas');\n",
" canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
"\n",
" this.canvas = canvas[0];\n",
" this.context = canvas[0].getContext(\"2d\");\n",
"\n",
" var backingStore = this.context.backingStorePixelRatio ||\n",
"\tthis.context.webkitBackingStorePixelRatio ||\n",
"\tthis.context.mozBackingStorePixelRatio ||\n",
"\tthis.context.msBackingStorePixelRatio ||\n",
"\tthis.context.oBackingStorePixelRatio ||\n",
"\tthis.context.backingStorePixelRatio || 1;\n",
"\n",
" mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
"\n",
" var rubberband = $('<canvas/>');\n",
" rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
"\n",
" var pass_mouse_events = true;\n",
"\n",
" canvas_div.resizable({\n",
" start: function(event, ui) {\n",
" pass_mouse_events = false;\n",
" },\n",
" resize: function(event, ui) {\n",
" fig.request_resize(ui.size.width, ui.size.height);\n",
" },\n",
" stop: function(event, ui) {\n",
" pass_mouse_events = true;\n",
" fig.request_resize(ui.size.width, ui.size.height);\n",
" },\n",
" });\n",
"\n",
" function mouse_event_fn(event) {\n",
" if (pass_mouse_events)\n",
" return fig.mouse_event(event, event['data']);\n",
" }\n",
"\n",
" rubberband.mousedown('button_press', mouse_event_fn);\n",
" rubberband.mouseup('button_release', mouse_event_fn);\n",
" // Throttle sequential mouse events to 1 every 20ms.\n",
" rubberband.mousemove('motion_notify', mouse_event_fn);\n",
"\n",
" rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
" rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
"\n",
" canvas_div.on(\"wheel\", function (event) {\n",
" event = event.originalEvent;\n",
" event['data'] = 'scroll'\n",
" if (event.deltaY < 0) {\n",
" event.step = 1;\n",
" } else {\n",
" event.step = -1;\n",
" }\n",
" mouse_event_fn(event);\n",
" });\n",
"\n",
" canvas_div.append(canvas);\n",
" canvas_div.append(rubberband);\n",
"\n",
" this.rubberband = rubberband;\n",
" this.rubberband_canvas = rubberband[0];\n",
" this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
" this.rubberband_context.strokeStyle = \"#000000\";\n",
"\n",
" this._resize_canvas = function(width, height) {\n",
" // Keep the size of the canvas, canvas container, and rubber band\n",
" // canvas in synch.\n",
" canvas_div.css('width', width)\n",
" canvas_div.css('height', height)\n",
"\n",
" canvas.attr('width', width * mpl.ratio);\n",
" canvas.attr('height', height * mpl.ratio);\n",
" canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
"\n",
" rubberband.attr('width', width);\n",
" rubberband.attr('height', height);\n",
" }\n",
"\n",
" // Set the figure to an initial 600x600px, this will subsequently be updated\n",
" // upon first draw.\n",
" this._resize_canvas(600, 600);\n",
"\n",
" // Disable right mouse context menu.\n",
" $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
" return false;\n",
" });\n",
"\n",
" function set_focus () {\n",
" canvas.focus();\n",
" canvas_div.focus();\n",
" }\n",
"\n",
" window.setTimeout(set_focus, 100);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>');\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items) {\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) {\n",
" // put a spacer in here.\n",
" continue;\n",
" }\n",
" var button = $('<button/>');\n",
" button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
" 'ui-button-icon-only');\n",
" button.attr('role', 'button');\n",
" button.attr('aria-disabled', 'false');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
"\n",
" var icon_img = $('<span/>');\n",
" icon_img.addClass('ui-button-icon-primary ui-icon');\n",
" icon_img.addClass(image);\n",
" icon_img.addClass('ui-corner-all');\n",
"\n",
" var tooltip_span = $('<span/>');\n",
" tooltip_span.addClass('ui-button-text');\n",
" tooltip_span.html(tooltip);\n",
"\n",
" button.append(icon_img);\n",
" button.append(tooltip_span);\n",
"\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" var fmt_picker_span = $('<span/>');\n",
"\n",
" var fmt_picker = $('<select/>');\n",
" fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
" fmt_picker_span.append(fmt_picker);\n",
" nav_element.append(fmt_picker_span);\n",
" this.format_dropdown = fmt_picker[0];\n",
"\n",
" for (var ind in mpl.extensions) {\n",
" var fmt = mpl.extensions[ind];\n",
" var option = $(\n",
" '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
" fmt_picker.append(option);\n",
" }\n",
"\n",
" // Add hover states to the ui-buttons\n",
" $( \".ui-button\" ).hover(\n",
" function() { $(this).addClass(\"ui-state-hover\");},\n",
" function() { $(this).removeClass(\"ui-state-hover\");}\n",
" );\n",
"\n",
" var status_bar = $('<span class=\"mpl-message\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"}\n",
"\n",
"mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
" // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
" // which will in turn request a refresh of the image.\n",
" this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
"}\n",
"\n",
"mpl.figure.prototype.send_message = function(type, properties) {\n",
" properties['type'] = type;\n",
" properties['figure_id'] = this.id;\n",
" this.ws.send(JSON.stringify(properties));\n",
"}\n",
"\n",
"mpl.figure.prototype.send_draw_message = function() {\n",
" if (!this.waiting) {\n",
" this.waiting = true;\n",
" this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
" }\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" var format_dropdown = fig.format_dropdown;\n",
" var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
" fig.ondownload(fig, format);\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
" var size = msg['size'];\n",
" if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
" fig._resize_canvas(size[0], size[1]);\n",
" fig.send_message(\"refresh\", {});\n",
" };\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
" var x0 = msg['x0'] / mpl.ratio;\n",
" var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
" var x1 = msg['x1'] / mpl.ratio;\n",
" var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
" x0 = Math.floor(x0) + 0.5;\n",
" y0 = Math.floor(y0) + 0.5;\n",
" x1 = Math.floor(x1) + 0.5;\n",
" y1 = Math.floor(y1) + 0.5;\n",
" var min_x = Math.min(x0, x1);\n",
" var min_y = Math.min(y0, y1);\n",
" var width = Math.abs(x1 - x0);\n",
" var height = Math.abs(y1 - y0);\n",
"\n",
" fig.rubberband_context.clearRect(\n",
" 0, 0, fig.canvas.width, fig.canvas.height);\n",
"\n",
" fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
" // Updates the figure title.\n",
" fig.header.textContent = msg['label'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
" var cursor = msg['cursor'];\n",
" switch(cursor)\n",
" {\n",
" case 0:\n",
" cursor = 'pointer';\n",
" break;\n",
" case 1:\n",
" cursor = 'default';\n",
" break;\n",
" case 2:\n",
" cursor = 'crosshair';\n",
" break;\n",
" case 3:\n",
" cursor = 'move';\n",
" break;\n",
" }\n",
" fig.rubberband_canvas.style.cursor = cursor;\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_message = function(fig, msg) {\n",
" fig.message.textContent = msg['message'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
" // Request the server to send over a new figure.\n",
" fig.send_draw_message();\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
" fig.image_mode = msg['mode'];\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Called whenever the canvas gets updated.\n",
" this.send_message(\"ack\", {});\n",
"}\n",
"\n",
"// A function to construct a web socket function for onmessage handling.\n",
"// Called in the figure constructor.\n",
"mpl.figure.prototype._make_on_message_function = function(fig) {\n",
" return function socket_on_message(evt) {\n",
" if (evt.data instanceof Blob) {\n",
" /* FIXME: We get \"Resource interpreted as Image but\n",
" * transferred with MIME type text/plain:\" errors on\n",
" * Chrome. But how to set the MIME type? It doesn't seem\n",
" * to be part of the websocket stream */\n",
" evt.data.type = \"image/png\";\n",
"\n",
" /* Free the memory for the previous frames */\n",
" if (fig.imageObj.src) {\n",
" (window.URL || window.webkitURL).revokeObjectURL(\n",
" fig.imageObj.src);\n",
" }\n",
"\n",
" fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
" evt.data);\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
" else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
" fig.imageObj.src = evt.data;\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
"\n",
" var msg = JSON.parse(evt.data);\n",
" var msg_type = msg['type'];\n",
"\n",
" // Call the \"handle_{type}\" callback, which takes\n",
" // the figure and JSON message as its only arguments.\n",
" try {\n",
" var callback = fig[\"handle_\" + msg_type];\n",
" } catch (e) {\n",
" console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
" return;\n",
" }\n",
"\n",
" if (callback) {\n",
" try {\n",
" // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
" callback(fig, msg);\n",
" } catch (e) {\n",
" console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
" }\n",
" }\n",
" };\n",
"}\n",
"\n",
"// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
"mpl.findpos = function(e) {\n",
" //this section is from http://www.quirksmode.org/js/events_properties.html\n",
" var targ;\n",
" if (!e)\n",
" e = window.event;\n",
" if (e.target)\n",
" targ = e.target;\n",
" else if (e.srcElement)\n",
" targ = e.srcElement;\n",
" if (targ.nodeType == 3) // defeat Safari bug\n",
" targ = targ.parentNode;\n",
"\n",
" // jQuery normalizes the pageX and pageY\n",
" // pageX,Y are the mouse positions relative to the document\n",
" // offset() returns the position of the element relative to the document\n",
" var x = e.pageX - $(targ).offset().left;\n",
" var y = e.pageY - $(targ).offset().top;\n",
"\n",
" return {\"x\": x, \"y\": y};\n",
"};\n",
"\n",
"/*\n",
" * return a copy of an object with only non-object keys\n",
" * we need this to avoid circular references\n",
" * http://stackoverflow.com/a/24161582/3208463\n",
" */\n",
"function simpleKeys (original) {\n",
" return Object.keys(original).reduce(function (obj, key) {\n",
" if (typeof original[key] !== 'object')\n",
" obj[key] = original[key]\n",
" return obj;\n",
" }, {});\n",
"}\n",
"\n",
"mpl.figure.prototype.mouse_event = function(event, name) {\n",
" var canvas_pos = mpl.findpos(event)\n",
"\n",
" if (name === 'button_press')\n",
" {\n",
" this.canvas.focus();\n",
" this.canvas_div.focus();\n",
" }\n",
"\n",
" var x = canvas_pos.x * mpl.ratio;\n",
" var y = canvas_pos.y * mpl.ratio;\n",
"\n",
" this.send_message(name, {x: x, y: y, button: event.button,\n",
" step: event.step,\n",
" guiEvent: simpleKeys(event)});\n",
"\n",
" /* This prevents the web browser from automatically changing to\n",
" * the text insertion cursor when the button is pressed. We want\n",
" * to control all of the cursor setting manually through the\n",
" * 'cursor' event from matplotlib */\n",
" event.preventDefault();\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" // Handle any extra behaviour associated with a key event\n",
"}\n",
"\n",
"mpl.figure.prototype.key_event = function(event, name) {\n",
"\n",
" // Prevent repeat events\n",
" if (name == 'key_press')\n",
" {\n",
" if (event.which === this._key)\n",
" return;\n",
" else\n",
" this._key = event.which;\n",
" }\n",
" if (name == 'key_release')\n",
" this._key = null;\n",
"\n",
" var value = '';\n",
" if (event.ctrlKey && event.which != 17)\n",
" value += \"ctrl+\";\n",
" if (event.altKey && event.which != 18)\n",
" value += \"alt+\";\n",
" if (event.shiftKey && event.which != 16)\n",
" value += \"shift+\";\n",
"\n",
" value += 'k';\n",
" value += event.which.toString();\n",
"\n",
" this._key_event_extra(event, name);\n",
"\n",
" this.send_message(name, {key: value,\n",
" guiEvent: simpleKeys(event)});\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
" if (name == 'download') {\n",
" this.handle_save(this, null);\n",
" } else {\n",
" this.send_message(\"toolbar_button\", {name: name});\n",
" }\n",
"};\n",
"\n",
"mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
" this.message.textContent = tooltip;\n",
"};\n",
"mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
"\n",
"mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
"\n",
"mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
" // Create a \"websocket\"-like object which calls the given IPython comm\n",
" // object with the appropriate methods. Currently this is a non binary\n",
" // socket, so there is still some room for performance tuning.\n",
" var ws = {};\n",
"\n",
" ws.close = function() {\n",
" comm.close()\n",
" };\n",
" ws.send = function(m) {\n",
" //console.log('sending', m);\n",
" comm.send(m);\n",
" };\n",
" // Register the callback with on_msg.\n",
" comm.on_msg(function(msg) {\n",
" //console.log('receiving', msg['content']['data'], msg);\n",
" // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
" ws.onmessage(msg['content']['data'])\n",
" });\n",
" return ws;\n",
"}\n",
"\n",
"mpl.mpl_figure_comm = function(comm, msg) {\n",
" // This is the function which gets called when the mpl process\n",
" // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
"\n",
" var id = msg.content.data.id;\n",
" // Get hold of the div created by the display call when the Comm\n",
" // socket was opened in Python.\n",
" var element = $(\"#\" + id);\n",
" var ws_proxy = comm_websocket_adapter(comm)\n",
"\n",
" function ondownload(figure, format) {\n",
" window.open(figure.imageObj.src);\n",
" }\n",
"\n",
" var fig = new mpl.figure(id, ws_proxy,\n",
" ondownload,\n",
" element.get(0));\n",
"\n",
" // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
" // web socket which is closed, not our websocket->open comm proxy.\n",
" ws_proxy.onopen();\n",
"\n",
" fig.parent_element = element.get(0);\n",
" fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
" if (!fig.cell_info) {\n",
" console.error(\"Failed to find cell for figure\", id, fig);\n",
" return;\n",
" }\n",
"\n",
" var output_index = fig.cell_info[2]\n",
" var cell = fig.cell_info[0];\n",
"\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_close = function(fig, msg) {\n",
" var width = fig.canvas.width/mpl.ratio\n",
" fig.root.unbind('remove')\n",
"\n",
" // Update the output cell to use the data from the current canvas.\n",
" fig.push_to_output();\n",
" var dataURL = fig.canvas.toDataURL();\n",
" // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
" // the notebook keyboard shortcuts fail.\n",
" IPython.keyboard_manager.enable()\n",
" $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
" fig.close_ws(fig, msg);\n",
"}\n",
"\n",
"mpl.figure.prototype.close_ws = function(fig, msg){\n",
" fig.send_message('closing', msg);\n",
" // fig.ws.close()\n",
"}\n",
"\n",
"mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
" // Turn the data on the canvas into data in the output cell.\n",
" var width = this.canvas.width/mpl.ratio\n",
" var dataURL = this.canvas.toDataURL();\n",
" this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Tell IPython that the notebook contents must change.\n",
" IPython.notebook.set_dirty(true);\n",
" this.send_message(\"ack\", {});\n",
" var fig = this;\n",
" // Wait a second, then push the new image to the DOM so\n",
" // that it is saved nicely (might be nice to debounce this).\n",
" setTimeout(function () { fig.push_to_output() }, 1000);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>');\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items){\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) { continue; };\n",
"\n",
" var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" // Add the status bar.\n",
" var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"\n",
" // Add the close button to the window.\n",
" var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
" var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
" button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
" button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
" buttongrp.append(button);\n",
" var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
" titlebar.prepend(buttongrp);\n",
"}\n",
"\n",
"mpl.figure.prototype._root_extra_style = function(el){\n",
" var fig = this\n",
" el.on(\"remove\", function(){\n",
"\tfig.close_ws(fig, {});\n",
" });\n",
"}\n",
"\n",
"mpl.figure.prototype._canvas_extra_style = function(el){\n",
" // this is important to make the div 'focusable\n",
" el.attr('tabindex', 0)\n",
" // reach out to IPython and tell the keyboard manager to turn it's self\n",
" // off when our div gets focus\n",
"\n",
" // location in version 3\n",
" if (IPython.notebook.keyboard_manager) {\n",
" IPython.notebook.keyboard_manager.register_events(el);\n",
" }\n",
" else {\n",
" // location in version 2\n",
" IPython.keyboard_manager.register_events(el);\n",
" }\n",
"\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" var manager = IPython.notebook.keyboard_manager;\n",
" if (!manager)\n",
" manager = IPython.keyboard_manager;\n",
"\n",
" // Check for shift+enter\n",
" if (event.shiftKey && event.which == 13) {\n",
" this.canvas_div.blur();\n",
" event.shiftKey = false;\n",
" // Send a \"J\" for go to next cell\n",
" event.which = 74;\n",
" event.keyCode = 74;\n",
" manager.command_mode();\n",
" manager.handle_keydown(event);\n",
" }\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" fig.ondownload(fig, null);\n",
"}\n",
"\n",
"\n",
"mpl.find_output_cell = function(html_output) {\n",
" // Return the cell and output element which can be found *uniquely* in the notebook.\n",
" // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
" // IPython event is triggered only after the cells have been serialised, which for\n",
" // our purposes (turning an active figure into a static one), is too late.\n",
" var cells = IPython.notebook.get_cells();\n",
" var ncells = cells.length;\n",
" for (var i=0; i<ncells; i++) {\n",
" var cell = cells[i];\n",
" if (cell.cell_type === 'code'){\n",
" for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
" var data = cell.output_area.outputs[j];\n",
" if (data.data) {\n",
" // IPython >= 3 moved mimebundle to data attribute of output\n",
" data = data.data;\n",
" }\n",
" if (data['text/html'] == html_output) {\n",
" return [cell, data, j];\n",
" }\n",
" }\n",
" }\n",
" }\n",
"}\n",
"\n",
"// Register the function which deals with the matplotlib target/channel.\n",
"// The kernel may be null if the page has been refreshed.\n",
"if (IPython.notebook.kernel != null) {\n",
" IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
"}\n"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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\" width=\"640\">"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x12ea6e8d0>"
]
},
"execution_count": 37,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"plt.figure()\n",
"plt.imshow(data_swapped, extent = (x0, , y0, ), alpha = 0.3)"
]
},
{
"cell_type": "code",
"execution_count": 57,
"metadata": {},
"outputs": [],
"source": [
"sample = roof_set[roof_set.DF_UID.isin([5028598, 5028599, 5028597])]"
]
},
{
"cell_type": "code",
"execution_count": 59,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>DF_UID</th>\n",
" <th>FLAECHE</th>\n",
" <th>AUSRICHTUN</th>\n",
" <th>NEIGUNG</th>\n",
" <th>available_area</th>\n",
" <th>Annual_PV_MWh</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>116483</th>\n",
" <td>5028597</td>\n",
" <td>806.189393</td>\n",
" <td>179</td>\n",
" <td>3</td>\n",
" <td>581.415520</td>\n",
" <td>78.331352</td>\n",
" </tr>\n",
" <tr>\n",
" <th>116484</th>\n",
" <td>5028598</td>\n",
" <td>568.207839</td>\n",
" <td>-1</td>\n",
" <td>2</td>\n",
" <td>443.698425</td>\n",
" <td>67.214478</td>\n",
" </tr>\n",
" <tr>\n",
" <th>116485</th>\n",
" <td>5028599</td>\n",
" <td>90.542859</td>\n",
" <td>-180</td>\n",
" <td>0</td>\n",
" <td>1.493330</td>\n",
" <td>0.246591</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" DF_UID FLAECHE AUSRICHTUN NEIGUNG available_area \\\n",
"116483 5028597 806.189393 179 3 581.415520 \n",
"116484 5028598 568.207839 -1 2 443.698425 \n",
"116485 5028599 90.542859 -180 0 1.493330 \n",
"\n",
" Annual_PV_MWh \n",
"116483 78.331352 \n",
"116484 67.214478 \n",
"116485 0.246591 "
]
},
"execution_count": 59,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"sample[['DF_UID', 'FLAECHE', 'AUSRICHTUN', 'NEIGUNG', 'available_area', 'Annual_PV_MWh']]"
]
},
{
"cell_type": "code",
"execution_count": 42,
"metadata": {},
"outputs": [
{
"data": {
"application/javascript": [
"/* Put everything inside the global mpl namespace */\n",
"window.mpl = {};\n",
"\n",
"\n",
"mpl.get_websocket_type = function() {\n",
" if (typeof(WebSocket) !== 'undefined') {\n",
" return WebSocket;\n",
" } else if (typeof(MozWebSocket) !== 'undefined') {\n",
" return MozWebSocket;\n",
" } else {\n",
" alert('Your browser does not have WebSocket support. ' +\n",
" 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
" 'Firefox 4 and 5 are also supported but you ' +\n",
" 'have to enable WebSockets in about:config.');\n",
" };\n",
"}\n",
"\n",
"mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
" this.id = figure_id;\n",
"\n",
" this.ws = websocket;\n",
"\n",
" this.supports_binary = (this.ws.binaryType != undefined);\n",
"\n",
" if (!this.supports_binary) {\n",
" var warnings = document.getElementById(\"mpl-warnings\");\n",
" if (warnings) {\n",
" warnings.style.display = 'block';\n",
" warnings.textContent = (\n",
" \"This browser does not support binary websocket messages. \" +\n",
" \"Performance may be slow.\");\n",
" }\n",
" }\n",
"\n",
" this.imageObj = new Image();\n",
"\n",
" this.context = undefined;\n",
" this.message = undefined;\n",
" this.canvas = undefined;\n",
" this.rubberband_canvas = undefined;\n",
" this.rubberband_context = undefined;\n",
" this.format_dropdown = undefined;\n",
"\n",
" this.image_mode = 'full';\n",
"\n",
" this.root = $('<div/>');\n",
" this._root_extra_style(this.root)\n",
" this.root.attr('style', 'display: inline-block');\n",
"\n",
" $(parent_element).append(this.root);\n",
"\n",
" this._init_header(this);\n",
" this._init_canvas(this);\n",
" this._init_toolbar(this);\n",
"\n",
" var fig = this;\n",
"\n",
" this.waiting = false;\n",
"\n",
" this.ws.onopen = function () {\n",
" fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
" fig.send_message(\"send_image_mode\", {});\n",
" if (mpl.ratio != 1) {\n",
" fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
" }\n",
" fig.send_message(\"refresh\", {});\n",
" }\n",
"\n",
" this.imageObj.onload = function() {\n",
" if (fig.image_mode == 'full') {\n",
" // Full images could contain transparency (where diff images\n",
" // almost always do), so we need to clear the canvas so that\n",
" // there is no ghosting.\n",
" fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
" }\n",
" fig.context.drawImage(fig.imageObj, 0, 0);\n",
" };\n",
"\n",
" this.imageObj.onunload = function() {\n",
" fig.ws.close();\n",
" }\n",
"\n",
" this.ws.onmessage = this._make_on_message_function(this);\n",
"\n",
" this.ondownload = ondownload;\n",
"}\n",
"\n",
"mpl.figure.prototype._init_header = function() {\n",
" var titlebar = $(\n",
" '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
" 'ui-helper-clearfix\"/>');\n",
" var titletext = $(\n",
" '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
" 'text-align: center; padding: 3px;\"/>');\n",
" titlebar.append(titletext)\n",
" this.root.append(titlebar);\n",
" this.header = titletext[0];\n",
"}\n",
"\n",
"\n",
"\n",
"mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
"\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
"\n",
"}\n",
"\n",
"mpl.figure.prototype._init_canvas = function() {\n",
" var fig = this;\n",
"\n",
" var canvas_div = $('<div/>');\n",
"\n",
" canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
"\n",
" function canvas_keyboard_event(event) {\n",
" return fig.key_event(event, event['data']);\n",
" }\n",
"\n",
" canvas_div.keydown('key_press', canvas_keyboard_event);\n",
" canvas_div.keyup('key_release', canvas_keyboard_event);\n",
" this.canvas_div = canvas_div\n",
" this._canvas_extra_style(canvas_div)\n",
" this.root.append(canvas_div);\n",
"\n",
" var canvas = $('<canvas/>');\n",
" canvas.addClass('mpl-canvas');\n",
" canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
"\n",
" this.canvas = canvas[0];\n",
" this.context = canvas[0].getContext(\"2d\");\n",
"\n",
" var backingStore = this.context.backingStorePixelRatio ||\n",
"\tthis.context.webkitBackingStorePixelRatio ||\n",
"\tthis.context.mozBackingStorePixelRatio ||\n",
"\tthis.context.msBackingStorePixelRatio ||\n",
"\tthis.context.oBackingStorePixelRatio ||\n",
"\tthis.context.backingStorePixelRatio || 1;\n",
"\n",
" mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
"\n",
" var rubberband = $('<canvas/>');\n",
" rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
"\n",
" var pass_mouse_events = true;\n",
"\n",
" canvas_div.resizable({\n",
" start: function(event, ui) {\n",
" pass_mouse_events = false;\n",
" },\n",
" resize: function(event, ui) {\n",
" fig.request_resize(ui.size.width, ui.size.height);\n",
" },\n",
" stop: function(event, ui) {\n",
" pass_mouse_events = true;\n",
" fig.request_resize(ui.size.width, ui.size.height);\n",
" },\n",
" });\n",
"\n",
" function mouse_event_fn(event) {\n",
" if (pass_mouse_events)\n",
" return fig.mouse_event(event, event['data']);\n",
" }\n",
"\n",
" rubberband.mousedown('button_press', mouse_event_fn);\n",
" rubberband.mouseup('button_release', mouse_event_fn);\n",
" // Throttle sequential mouse events to 1 every 20ms.\n",
" rubberband.mousemove('motion_notify', mouse_event_fn);\n",
"\n",
" rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
" rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
"\n",
" canvas_div.on(\"wheel\", function (event) {\n",
" event = event.originalEvent;\n",
" event['data'] = 'scroll'\n",
" if (event.deltaY < 0) {\n",
" event.step = 1;\n",
" } else {\n",
" event.step = -1;\n",
" }\n",
" mouse_event_fn(event);\n",
" });\n",
"\n",
" canvas_div.append(canvas);\n",
" canvas_div.append(rubberband);\n",
"\n",
" this.rubberband = rubberband;\n",
" this.rubberband_canvas = rubberband[0];\n",
" this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
" this.rubberband_context.strokeStyle = \"#000000\";\n",
"\n",
" this._resize_canvas = function(width, height) {\n",
" // Keep the size of the canvas, canvas container, and rubber band\n",
" // canvas in synch.\n",
" canvas_div.css('width', width)\n",
" canvas_div.css('height', height)\n",
"\n",
" canvas.attr('width', width * mpl.ratio);\n",
" canvas.attr('height', height * mpl.ratio);\n",
" canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
"\n",
" rubberband.attr('width', width);\n",
" rubberband.attr('height', height);\n",
" }\n",
"\n",
" // Set the figure to an initial 600x600px, this will subsequently be updated\n",
" // upon first draw.\n",
" this._resize_canvas(600, 600);\n",
"\n",
" // Disable right mouse context menu.\n",
" $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
" return false;\n",
" });\n",
"\n",
" function set_focus () {\n",
" canvas.focus();\n",
" canvas_div.focus();\n",
" }\n",
"\n",
" window.setTimeout(set_focus, 100);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>');\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items) {\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) {\n",
" // put a spacer in here.\n",
" continue;\n",
" }\n",
" var button = $('<button/>');\n",
" button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
" 'ui-button-icon-only');\n",
" button.attr('role', 'button');\n",
" button.attr('aria-disabled', 'false');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
"\n",
" var icon_img = $('<span/>');\n",
" icon_img.addClass('ui-button-icon-primary ui-icon');\n",
" icon_img.addClass(image);\n",
" icon_img.addClass('ui-corner-all');\n",
"\n",
" var tooltip_span = $('<span/>');\n",
" tooltip_span.addClass('ui-button-text');\n",
" tooltip_span.html(tooltip);\n",
"\n",
" button.append(icon_img);\n",
" button.append(tooltip_span);\n",
"\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" var fmt_picker_span = $('<span/>');\n",
"\n",
" var fmt_picker = $('<select/>');\n",
" fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
" fmt_picker_span.append(fmt_picker);\n",
" nav_element.append(fmt_picker_span);\n",
" this.format_dropdown = fmt_picker[0];\n",
"\n",
" for (var ind in mpl.extensions) {\n",
" var fmt = mpl.extensions[ind];\n",
" var option = $(\n",
" '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
" fmt_picker.append(option);\n",
" }\n",
"\n",
" // Add hover states to the ui-buttons\n",
" $( \".ui-button\" ).hover(\n",
" function() { $(this).addClass(\"ui-state-hover\");},\n",
" function() { $(this).removeClass(\"ui-state-hover\");}\n",
" );\n",
"\n",
" var status_bar = $('<span class=\"mpl-message\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"}\n",
"\n",
"mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
" // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
" // which will in turn request a refresh of the image.\n",
" this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
"}\n",
"\n",
"mpl.figure.prototype.send_message = function(type, properties) {\n",
" properties['type'] = type;\n",
" properties['figure_id'] = this.id;\n",
" this.ws.send(JSON.stringify(properties));\n",
"}\n",
"\n",
"mpl.figure.prototype.send_draw_message = function() {\n",
" if (!this.waiting) {\n",
" this.waiting = true;\n",
" this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
" }\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" var format_dropdown = fig.format_dropdown;\n",
" var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
" fig.ondownload(fig, format);\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
" var size = msg['size'];\n",
" if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
" fig._resize_canvas(size[0], size[1]);\n",
" fig.send_message(\"refresh\", {});\n",
" };\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
" var x0 = msg['x0'] / mpl.ratio;\n",
" var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
" var x1 = msg['x1'] / mpl.ratio;\n",
" var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
" x0 = Math.floor(x0) + 0.5;\n",
" y0 = Math.floor(y0) + 0.5;\n",
" x1 = Math.floor(x1) + 0.5;\n",
" y1 = Math.floor(y1) + 0.5;\n",
" var min_x = Math.min(x0, x1);\n",
" var min_y = Math.min(y0, y1);\n",
" var width = Math.abs(x1 - x0);\n",
" var height = Math.abs(y1 - y0);\n",
"\n",
" fig.rubberband_context.clearRect(\n",
" 0, 0, fig.canvas.width, fig.canvas.height);\n",
"\n",
" fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
" // Updates the figure title.\n",
" fig.header.textContent = msg['label'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
" var cursor = msg['cursor'];\n",
" switch(cursor)\n",
" {\n",
" case 0:\n",
" cursor = 'pointer';\n",
" break;\n",
" case 1:\n",
" cursor = 'default';\n",
" break;\n",
" case 2:\n",
" cursor = 'crosshair';\n",
" break;\n",
" case 3:\n",
" cursor = 'move';\n",
" break;\n",
" }\n",
" fig.rubberband_canvas.style.cursor = cursor;\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_message = function(fig, msg) {\n",
" fig.message.textContent = msg['message'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
" // Request the server to send over a new figure.\n",
" fig.send_draw_message();\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
" fig.image_mode = msg['mode'];\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Called whenever the canvas gets updated.\n",
" this.send_message(\"ack\", {});\n",
"}\n",
"\n",
"// A function to construct a web socket function for onmessage handling.\n",
"// Called in the figure constructor.\n",
"mpl.figure.prototype._make_on_message_function = function(fig) {\n",
" return function socket_on_message(evt) {\n",
" if (evt.data instanceof Blob) {\n",
" /* FIXME: We get \"Resource interpreted as Image but\n",
" * transferred with MIME type text/plain:\" errors on\n",
" * Chrome. But how to set the MIME type? It doesn't seem\n",
" * to be part of the websocket stream */\n",
" evt.data.type = \"image/png\";\n",
"\n",
" /* Free the memory for the previous frames */\n",
" if (fig.imageObj.src) {\n",
" (window.URL || window.webkitURL).revokeObjectURL(\n",
" fig.imageObj.src);\n",
" }\n",
"\n",
" fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
" evt.data);\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
" else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
" fig.imageObj.src = evt.data;\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
"\n",
" var msg = JSON.parse(evt.data);\n",
" var msg_type = msg['type'];\n",
"\n",
" // Call the \"handle_{type}\" callback, which takes\n",
" // the figure and JSON message as its only arguments.\n",
" try {\n",
" var callback = fig[\"handle_\" + msg_type];\n",
" } catch (e) {\n",
" console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
" return;\n",
" }\n",
"\n",
" if (callback) {\n",
" try {\n",
" // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
" callback(fig, msg);\n",
" } catch (e) {\n",
" console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
" }\n",
" }\n",
" };\n",
"}\n",
"\n",
"// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
"mpl.findpos = function(e) {\n",
" //this section is from http://www.quirksmode.org/js/events_properties.html\n",
" var targ;\n",
" if (!e)\n",
" e = window.event;\n",
" if (e.target)\n",
" targ = e.target;\n",
" else if (e.srcElement)\n",
" targ = e.srcElement;\n",
" if (targ.nodeType == 3) // defeat Safari bug\n",
" targ = targ.parentNode;\n",
"\n",
" // jQuery normalizes the pageX and pageY\n",
" // pageX,Y are the mouse positions relative to the document\n",
" // offset() returns the position of the element relative to the document\n",
" var x = e.pageX - $(targ).offset().left;\n",
" var y = e.pageY - $(targ).offset().top;\n",
"\n",
" return {\"x\": x, \"y\": y};\n",
"};\n",
"\n",
"/*\n",
" * return a copy of an object with only non-object keys\n",
" * we need this to avoid circular references\n",
" * http://stackoverflow.com/a/24161582/3208463\n",
" */\n",
"function simpleKeys (original) {\n",
" return Object.keys(original).reduce(function (obj, key) {\n",
" if (typeof original[key] !== 'object')\n",
" obj[key] = original[key]\n",
" return obj;\n",
" }, {});\n",
"}\n",
"\n",
"mpl.figure.prototype.mouse_event = function(event, name) {\n",
" var canvas_pos = mpl.findpos(event)\n",
"\n",
" if (name === 'button_press')\n",
" {\n",
" this.canvas.focus();\n",
" this.canvas_div.focus();\n",
" }\n",
"\n",
" var x = canvas_pos.x * mpl.ratio;\n",
" var y = canvas_pos.y * mpl.ratio;\n",
"\n",
" this.send_message(name, {x: x, y: y, button: event.button,\n",
" step: event.step,\n",
" guiEvent: simpleKeys(event)});\n",
"\n",
" /* This prevents the web browser from automatically changing to\n",
" * the text insertion cursor when the button is pressed. We want\n",
" * to control all of the cursor setting manually through the\n",
" * 'cursor' event from matplotlib */\n",
" event.preventDefault();\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" // Handle any extra behaviour associated with a key event\n",
"}\n",
"\n",
"mpl.figure.prototype.key_event = function(event, name) {\n",
"\n",
" // Prevent repeat events\n",
" if (name == 'key_press')\n",
" {\n",
" if (event.which === this._key)\n",
" return;\n",
" else\n",
" this._key = event.which;\n",
" }\n",
" if (name == 'key_release')\n",
" this._key = null;\n",
"\n",
" var value = '';\n",
" if (event.ctrlKey && event.which != 17)\n",
" value += \"ctrl+\";\n",
" if (event.altKey && event.which != 18)\n",
" value += \"alt+\";\n",
" if (event.shiftKey && event.which != 16)\n",
" value += \"shift+\";\n",
"\n",
" value += 'k';\n",
" value += event.which.toString();\n",
"\n",
" this._key_event_extra(event, name);\n",
"\n",
" this.send_message(name, {key: value,\n",
" guiEvent: simpleKeys(event)});\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
" if (name == 'download') {\n",
" this.handle_save(this, null);\n",
" } else {\n",
" this.send_message(\"toolbar_button\", {name: name});\n",
" }\n",
"};\n",
"\n",
"mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
" this.message.textContent = tooltip;\n",
"};\n",
"mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
"\n",
"mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
"\n",
"mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
" // Create a \"websocket\"-like object which calls the given IPython comm\n",
" // object with the appropriate methods. Currently this is a non binary\n",
" // socket, so there is still some room for performance tuning.\n",
" var ws = {};\n",
"\n",
" ws.close = function() {\n",
" comm.close()\n",
" };\n",
" ws.send = function(m) {\n",
" //console.log('sending', m);\n",
" comm.send(m);\n",
" };\n",
" // Register the callback with on_msg.\n",
" comm.on_msg(function(msg) {\n",
" //console.log('receiving', msg['content']['data'], msg);\n",
" // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
" ws.onmessage(msg['content']['data'])\n",
" });\n",
" return ws;\n",
"}\n",
"\n",
"mpl.mpl_figure_comm = function(comm, msg) {\n",
" // This is the function which gets called when the mpl process\n",
" // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
"\n",
" var id = msg.content.data.id;\n",
" // Get hold of the div created by the display call when the Comm\n",
" // socket was opened in Python.\n",
" var element = $(\"#\" + id);\n",
" var ws_proxy = comm_websocket_adapter(comm)\n",
"\n",
" function ondownload(figure, format) {\n",
" window.open(figure.imageObj.src);\n",
" }\n",
"\n",
" var fig = new mpl.figure(id, ws_proxy,\n",
" ondownload,\n",
" element.get(0));\n",
"\n",
" // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
" // web socket which is closed, not our websocket->open comm proxy.\n",
" ws_proxy.onopen();\n",
"\n",
" fig.parent_element = element.get(0);\n",
" fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
" if (!fig.cell_info) {\n",
" console.error(\"Failed to find cell for figure\", id, fig);\n",
" return;\n",
" }\n",
"\n",
" var output_index = fig.cell_info[2]\n",
" var cell = fig.cell_info[0];\n",
"\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_close = function(fig, msg) {\n",
" var width = fig.canvas.width/mpl.ratio\n",
" fig.root.unbind('remove')\n",
"\n",
" // Update the output cell to use the data from the current canvas.\n",
" fig.push_to_output();\n",
" var dataURL = fig.canvas.toDataURL();\n",
" // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
" // the notebook keyboard shortcuts fail.\n",
" IPython.keyboard_manager.enable()\n",
" $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
" fig.close_ws(fig, msg);\n",
"}\n",
"\n",
"mpl.figure.prototype.close_ws = function(fig, msg){\n",
" fig.send_message('closing', msg);\n",
" // fig.ws.close()\n",
"}\n",
"\n",
"mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
" // Turn the data on the canvas into data in the output cell.\n",
" var width = this.canvas.width/mpl.ratio\n",
" var dataURL = this.canvas.toDataURL();\n",
" this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Tell IPython that the notebook contents must change.\n",
" IPython.notebook.set_dirty(true);\n",
" this.send_message(\"ack\", {});\n",
" var fig = this;\n",
" // Wait a second, then push the new image to the DOM so\n",
" // that it is saved nicely (might be nice to debounce this).\n",
" setTimeout(function () { fig.push_to_output() }, 1000);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>');\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items){\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) { continue; };\n",
"\n",
" var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" // Add the status bar.\n",
" var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"\n",
" // Add the close button to the window.\n",
" var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
" var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
" button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
" button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
" buttongrp.append(button);\n",
" var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
" titlebar.prepend(buttongrp);\n",
"}\n",
"\n",
"mpl.figure.prototype._root_extra_style = function(el){\n",
" var fig = this\n",
" el.on(\"remove\", function(){\n",
"\tfig.close_ws(fig, {});\n",
" });\n",
"}\n",
"\n",
"mpl.figure.prototype._canvas_extra_style = function(el){\n",
" // this is important to make the div 'focusable\n",
" el.attr('tabindex', 0)\n",
" // reach out to IPython and tell the keyboard manager to turn it's self\n",
" // off when our div gets focus\n",
"\n",
" // location in version 3\n",
" if (IPython.notebook.keyboard_manager) {\n",
" IPython.notebook.keyboard_manager.register_events(el);\n",
" }\n",
" else {\n",
" // location in version 2\n",
" IPython.keyboard_manager.register_events(el);\n",
" }\n",
"\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" var manager = IPython.notebook.keyboard_manager;\n",
" if (!manager)\n",
" manager = IPython.keyboard_manager;\n",
"\n",
" // Check for shift+enter\n",
" if (event.shiftKey && event.which == 13) {\n",
" this.canvas_div.blur();\n",
" event.shiftKey = false;\n",
" // Send a \"J\" for go to next cell\n",
" event.which = 74;\n",
" event.keyCode = 74;\n",
" manager.command_mode();\n",
" manager.handle_keydown(event);\n",
" }\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" fig.ondownload(fig, null);\n",
"}\n",
"\n",
"\n",
"mpl.find_output_cell = function(html_output) {\n",
" // Return the cell and output element which can be found *uniquely* in the notebook.\n",
" // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
" // IPython event is triggered only after the cells have been serialised, which for\n",
" // our purposes (turning an active figure into a static one), is too late.\n",
" var cells = IPython.notebook.get_cells();\n",
" var ncells = cells.length;\n",
" for (var i=0; i<ncells; i++) {\n",
" var cell = cells[i];\n",
" if (cell.cell_type === 'code'){\n",
" for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
" var data = cell.output_area.outputs[j];\n",
" if (data.data) {\n",
" // IPython >= 3 moved mimebundle to data attribute of output\n",
" data = data.data;\n",
" }\n",
" if (data['text/html'] == html_output) {\n",
" return [cell, data, j];\n",
" }\n",
" }\n",
" }\n",
" }\n",
"}\n",
"\n",
"// Register the function which deals with the matplotlib target/channel.\n",
"// The kernel may be null if the page has been refreshed.\n",
"if (IPython.notebook.kernel != null) {\n",
" IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
"}\n"
],
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"<IPython.core.display.Javascript object>"
]
},
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},
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\" width=\"450\">"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"VMAX = 30\n",
"VMIN = 0\n",
"linecolor = 'k'\n",
"LW = 0.1\n",
"matplotlib.rcParams.update({'font.size': 14})\n",
"\n",
"fig, ax = plt.subplots(figsize = (4.5, 5.8)) # figsize = (10, 10)\n",
"\n",
"# norm = matplotlib.colors.LogNorm(vmin = VMIN, vmax=VMAX)\n",
"norm = matplotlib.colors.Normalize(vmax=VMAX)\n",
"\n",
"plt.imshow(data_swapped, extent = (x0, x1, y0, y1), origin = 'lower')\n",
"roofs_unsuitable.plot( ax = ax, color = 'None', \n",
" edgecolor = linecolor, lw = LW, alpha = 0)\n",
"\n",
"# roof_set.apply(lambda x: ax.annotate(x.DF_UID, xy=(x.XCOORD, x.YCOORD), ha='center'),axis=1);\n",
"\n",
"# FORMATTING\n",
"# plt.axis('equal')\n",
"plt.axis('off')\n",
"# plt.tight_layout()\n",
"\n",
"plt.show()\n",
"# plt.savefig(os.path.join('PV_MWh_roofs_example2.jpg'), dpi = 1000)"
]
},
{
"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": "3.7.3"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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