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@Pked01
Created July 14, 2019 10:28
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"ExecuteTime": {
"end_time": "2019-07-14T09:13:25.211429Z",
"start_time": "2019-07-14T09:13:24.923852Z"
}
},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"import IPython.display as Disp\n",
"from ipywidgets import widgets\n",
"import numpy as np\n",
"import cv2\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"ExecuteTime": {
"end_time": "2019-07-14T09:13:25.229858Z",
"start_time": "2019-07-14T09:13:25.213421Z"
}
},
"outputs": [],
"source": [
"class bbox_select():\n",
" %matplotlib notebook \n",
"\n",
"\n",
" def __init__(self,im):\n",
" self.im = im\n",
" self.selected_points = []\n",
" self.fig,ax = plt.subplots()\n",
" self.img = ax.imshow(self.im.copy())\n",
" self.ka = self.fig.canvas.mpl_connect('button_press_event', self.onclick)\n",
" disconnect_button = widgets.Button(description=\"Disconnect mpl\")\n",
" Disp.display(disconnect_button)\n",
" disconnect_button.on_click(self.disconnect_mpl)\n",
"\n",
"\n",
" \n",
" def poly_img(self,img,pts):\n",
" pts = np.array(pts, np.int32)\n",
" pts = pts.reshape((-1,1,2))\n",
" cv2.polylines(img,[pts],True,(np.random.randint(0,255),np.random.randint(0,255),np.random.randint(0,255)),7)\n",
" return img\n",
"\n",
" def onclick(self, event):\n",
" #display(str(event))\n",
" self.selected_points.append([event.xdata,event.ydata])\n",
" if len(self.selected_points)>1:\n",
" self.fig\n",
" self.img.set_data(self.poly_img(self.im.copy(),self.selected_points))\n",
" def disconnect_mpl(self,_):\n",
" self.fig.canvas.mpl_disconnect(self.ka)\n",
"\n",
" \n",
" \n",
"\n",
"\n",
" "
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"ExecuteTime": {
"end_time": "2019-07-14T09:21:45.576622Z",
"start_time": "2019-07-14T09:21:45.536202Z"
}
},
"outputs": [],
"source": [
"im = plt.imread('mall.jpg')"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"ExecuteTime": {
"end_time": "2019-07-14T09:21:46.121426Z",
"start_time": "2019-07-14T09:21:46.069524Z"
}
},
"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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]
},
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},
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\" width=\"971\">"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "e6f55235732e4e1c80c9d510c760c2b2",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Button(description='Disconnect mpl', style=ButtonStyle())"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"bs = bbox_select(im)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"ExecuteTime": {
"end_time": "2019-07-14T09:13:59.422785Z",
"start_time": "2019-07-14T09:13:59.418543Z"
}
},
"outputs": [
{
"data": {
"text/plain": [
"[[265.8083400974026, 487.00294237012986],\n",
" [349.98041801948057, 311.7594358766234],\n",
" [490.72717126623377, 310.37956574675326],\n",
" [645.2726258116883, 506.32112418831167]]"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"bs.selected_points"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"ExecuteTime": {
"end_time": "2019-07-14T09:22:09.197327Z",
"start_time": "2019-07-14T09:22:09.115212Z"
}
},
"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": {
"text/html": [
"<img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAgAElEQVR4XuydC5weZXX/fzPvdS/ZzT0hIQSIQECLQQmCUDUCYihaKajUlkT+ED6NTRQaKdpWSP7VBEiLYjVE9K/B1gBCq0K5WklQE0QuQaCRKIIJ5EIC2c1e39vM/D/nzDzzzm4SsrwbsjP7/sYPZi9zOfM9z+z83vOccx7L8zwP3EiABEiABEiABEiABOqGgEUBWDe+5o2SAAmQAAmQAAmQgBKgAORAIAESIAESIAESIIE6I0ABWGcO5+2SAAmQAAmQAAmQAAUgxwAJkAAJkAAJkAAJ1BkBCsA6czhvlwRIgARIgARIgAQoADkGSIAESIAESIAESKDOCFAA1pnDebskQAIkQAIkQAIkQAHIMUACJEACJEACJEACdUaAArDOHM7bJQESIAESIAESIAEKQI4BEiABEiABEiABEqgzAhSAdeZw3i4JkAAJkAAJkAAJUAByDJAACZAACZAACZBAnRGgAKwzh/N2SYAESIAESIAESIACkGOABEiABEiABEiABOqMAAVgnTmct0sCJEACJEACJEACFIAcAyRAAiRAAiRAAiRQZwQoAOvM4bxdEiABEiABEiABEqAA5BggARIgARIgARIggTojQAFYZw7n7ZIACZAACZAACZAABSDHAAmQAAmQAAmQAAnUGQEKwDpzOG+XBEiABEiABEiABCgAOQZIgARIgARIgARIoM4IUADWmcN5uyRAAiRAAiRAAiRAAcgxQAIkQAIkQAIkQAJ1RoACsM4cztslARIgARIgARIgAQpAjgESIAESIAESIAESqDMCFIB15nDeLgmQAAmQAAmQAAlQAHIMkAAJkAAJkAAJkECdEaAArDOH83ZJgARIgARIgARIgAKQY4AESIAESIAESIAE6owABWCdOZy3SwIkQAIkQAIkQAIUgBwDJEACJEACJEACJFBnBCgA68zhvF0SIAESIAESIAESoADkGCABEiABEiABEiCBOiNAAVhnDuftkgAJkAAJkAAJkAAFIMcACZAACZAACZAACdQZAQrAOnM4b5cESIAESIAESIAEKAA5BkiABEiABEiABEigzghQANaZw3m7JEACJEACJEACJEAByDFAAiRAAiRAAiRAAnVGgAKwzhzO2yUBEiABEiABEiABCkCOARIgARIgARIgARKoMwIUgHXmcN4uCZAACZAACZAACVAAcgyQAAmQAAmQAAmQQJ0RoACsM4fzdkmABEiABEiABEiAApBjgARIgARIgARIgATqjAAFYJ05nLdLAiRAAiRAAiRAAhSAHAMkQAIkQAIkQAIkUGcEKADrzOG8XRIgARIgARIgARKgAOQYIAESIAESIAESIIE6I0ABWGcO5+2SAAmQAAmQAAmQAAUgxwAJkAAJkAAJkAAJ1BkBCsA6czhvlwRIgARIgARIgAQoADkGSIAESIAESIAESKDOCFAA1pnDebskQAIkQAIkQAIkQAHIMUACJEACJEACJEACdUaAArDOHM7bJQESIAESIAESIAEKQI4BEiABEiABEiABEqgzAhSAdeZw3i4JkAAJkAAJkAAJUAByDJAACZAACZAACZBAnRGgAKwzh/N2SYAESIAESIAESIACkGOABEiABEiABEiABOqMAAVgnTmct0sCJEACJEACJEACFIAcAyRAAiRAAiRAAiRQZwQoAOvM4bxdEiABEiABEiABEqAA5BggARIgARIgARIggTojQAFYZw7n7ZIACZAACZAACZAABSDHAAmQAAmQAAmQAAnUGQEKwDpzOG+XBEiABEiABEiABCgAOQZIgARIgARIgARIoM4IUADWmcN5uyRAAiRAAiRAAiRAAcgxQAIkQAIkQAIkQAJ1RqDuBeA3v/lNLF++HDt27MA73/lO/Nu//RtOOeWUOhsGvF0SIAESIAESIIF6IlDXAvCOO+7AnDlzsHLlSrznPe/B1772Ndx5553YtGkTxo8fX0/jgPdKAiRAAiRAAiRQRwTqWgCK6Js5cya+8Y1vqMtd18WUKVOwcOFCfOELX6ijYcBbJQESIAESIAESqCcCdSsAS6USGhsbcdddd+FjH/tY6PO5c+eivb0dP/nJT/YaB8ViEfKf2UQw7t69G2PGjIFlWfU0bnivJEACJEACJJBYAp7nobOzE5MmTYJt24m9j8EYXrcCcNu2bZg8eTLWr1+P0047LWT493//93jkkUfw2GOP7cV18eLFWLJkyWB481gSIAESIAESIIGYEHj55Zdx+OGHx8SaQ2sGBeCbEID9I4B79uzBEUcccWg9xquRAAmQAAmQAAkcFAIy49fa2npQzpW0k9StAKxlCri/czs6Oup24CRtoNNeEiABEiABEuhPQAI5LS0tdQmmbgWgeFuKQKTli7R+kU1y+iSit2DBggEVgVAA1uUzw5smARIgARIYJgQoAIeJI9/sbUgbGCn6+Na3vqVCUNrA/PCHP8Tzzz+PCRMmHPB0FIAHRMQdSIAESIAESCC2BCgAY+uat94waQFjGkHPmDEDX//61zUyOJCNAnAglLgPCZAACZAACcSTAAVgPP0Se6soAGPvIhpIAiRAAiRAAvslQAHIwVETAQrAmrDxIBIgARIgARKIBQEKwFi4IXlGUAAmz2e0mARIgARIgAQMAQpAjoWaCFAA1oSNB5EACZAACZBALAhQAMbCDckzggIweT6jxSRAAiRAAiTACCBQ130AB/sIUAAOliCPJwESIAESIIGhI8AI4NCxT/SVKQAT7T4aTwIkQAIkUOcEKADrfADUevsUgLWS43EkQAIkQAIkMPQEKACH3geJtIACMJFuo9EkQAIkQAIkoAQoADkQaiJAAVgTNh5EAiRAAiRAArEgQAEYCzckzwgKwOT5jBaTAAmQAAmQgCFAAcixUBMBCsCasPEgEiABEiABEogFAQrAWLgheUZQACbPZ7SYBEiABEiABBgBZB/AQT0FFICDwseDSYAESIAESGBICTACOKT4k3txCsDk+o6WkwAJkAAJkAAFIMdATQQoAGvCxoNIgARIgARIIBYEKABj4YbkGUEBmDyf0WISIAESIAESMAQoADkWaiJAAVgTNh5EAiRAAiRAArEgQAEYCzckzwgKwOT5jBaTAAmQAAmQACOArAIe1FNAATgofDyYBEiABEiABIaUACOAQ4o/uRenAEyu72g5CZAACZAACVAAcgzURIACsCZsPIgESIAESIAEYkGAAjAWbkieERSAyfMZLSYBEiABEiABQ4ACkGOhJgIUgDVh40EkQAIkQAIkEAsCFICxcEPyjKAATJ7PaDEJkAAJkAAJMALIKuBBPQUUgIPCx4NJgARIgARIYEgJMAI4pPiTe3EKwOT6jpaTAAmQAAmQAAUgx0BNBCgAa8LGg0iABEiABEggFgQoAGPhhuQZQQGYPJ/RYhIgARIgARIwBCgAORZqIkABWBM2HkQCJEACJEACsSBAARgLNyTPCArA5PmMFpMACZAACZAAI4AJrQL++c9/juXLl+PJJ5/E9u3b8aMf/Qgf+9jHwhHteR6uvfZafPvb30Z7eztOP/103HzzzTjmmGPCfXbv3o2FCxfinnvugW3buOCCC3DTTTehubl5wE8GBeCAUXFHEiABEiABEogdAUYAY+eSNzbo/vvvx7p16/Dud78bf/EXf7GXALz++uuxbNky3HrrrTjqqKPwpS99Cc8++yw2btyIfD6vJ589e7aKx29961sol8u45JJLMHPmTKxevXrANCgAB4yKO5IACZAACZBA7AhQAMbOJQM3yLKsPgJQon+TJk3CokWL8PnPf15PJA6eMGECVq1ahYsuugi//e1vccIJJ+Dxxx/HySefrPs88MADOPfcc/HKK6/o8QPZKAAHQon7kAAJkAAJkEA8CVAAxtMvA7KqvwB88cUXMW3aNGzYsAEzZswIz/H+979fv5dp3u9+97sqENva2sLfVyoVjQ7eeeedOP/88wd0bQrAAWHiTiRAAiRAAiQQSwIUgLF0y8CM6i8A169frzl/27Ztw2GHHRae5BOf+ARk3zvuuANLly7V6eFNmzb1ucj48eOxZMkSzJ8/f58XLxaLkP/MJgJwypQpAzOUe5EACZAACZAACcSKAAVgrNzx5ow5lAJw8eLFKhC5kQAJkAAJkAAJJJ8ABWCCfXgop4AZAUzwQKHpJEACJEACJNCPAAVggofE/opApABE8vxkk6lamd7tXwTyxBNPaCWxbA899BA+/OEPswgkwWOBppMACZAACZDAmyFAAfhmaMVg366uLrzwwgtqyUknnYQbb7wRs2bNwujRo3HEEUdA2sBcd911fdrAPPPMM3u1gXn11VexcuXKsA2MVASzDUwMHEwTSIAESIAESOAQEKAAPASQD+Yl1q5dq4Kv/zZ37lyN8plG0Lfccos2gj7jjDOwYsUKHHvsseEh0gh6wYIFfRpBf/3rX2cj6IPpKJ6LBEiABEiABGJMgAIwxs6Js2lsAxNn79A2EiABEiABEnhjAhSAHCE1EaAArAkbDyIBEiABEiCBWBCgAIyFG5JnBAVg8nxGi0mABEiABEjAEKAA5FioiQAFYE3YeBAJkAAJkAAJxIIABWAs3JA8IygAk+czWkwCJEACJEACjAAClicls9xqIkABWBM2HkQCJEACJEACsSDACGAs3JA8IygAk+czWkwCJEACJEACjAAyAjiop4ACcFD4eDAJkAAJkAAJDCkBRgCHFH9yL04BmFzf0XISIAESIAESoADkGKiJAAVgTdh4EAmQAAmQAAnEggAFYCzckDwjKACT5zNaTAIkQAIkQAKGAAUgx0JNBCgAa8LGg0iABEiABEggFgQoAGPhhuQZQQGYPJ/RYhIgARIgARJgBJBVwIN6CigAB4WPB5MACZAACZDAkBJgBHBI8Sf34hSAyfUdLScBEiABEiABCkCOgZoIUADWhI0HkQAJkAAJkEAsCFAAxsINyTOCAjB5PqPFJEACJEACJGAIUAByLNREgAKwJmw8iARIgARIgARiQYACMBZuSJ4RFIDJ8xktJgESIAESIAFGAFkFPKingAJwUPh4MAmQAAmQAAkMKQFGAIcUf3IvTgGYXN/RchIgARIgARKgAOQYqIkABWBN2HgQCZAACZAACcSCAAVgLNyQPCMoAJPnM1pMAiRAAiRAAoYABSDHQk0EKABrwsaDSIAESIAESCAWBCgAY+GG5BlBAZg8n9FiEiABEiABEmAEkFXAg3oKKAAHhY8HkwAJkAAJkMCQEmAEcEjxJ/fiFIDJ9R0tJwESIAESIAEKQI6BmghQANaEjQeRAAmQAAmQQCwIUADGwg3JM4ICMHk+o8UkQAIkQAIkYAhQAHIs1ESAArAmbDyIBEiABEiABGJBgAIwFm5InhEUgMnzGS0mARIgARIgAUYAE1oFvGzZMvzXf/0Xnn/+eTQ0NOC9730vrr/+ehx33HHhqC4UCli0aBFuv/12FItFnHPOOVixYgUmTJgQ7rNlyxbMnz8fa9asQXNzM+bOnQs5dzqdHtDTQQE4IEzciQRIgARIgARiSYARwFi6Zf9GffjDH8ZFF12EmTNnolKp4B/+4R/w3HPPYePGjWhqatIDRdjde++9WLVqFVpbW7FgwQLYto1169bp7x3HwYwZMzBx4kQsX74c27dvx5w5czBv3jwsXbp0QEQoAAeEiTuRAAmQAAmQQCwJUADG0i0DN2rXrl0YP348HnnkEbzvfe+DOHTcuHFYvXo1LrzwQj2RRAuPP/54PProozj11FNx//3347zzzsO2bdvCqODKlStx9dVXQ86XzWYPaAAF4AERcQcSIAESIAESiC0BCsDYumZghr3wwgs45phj8Oyzz+Id73gHHn74YZx55ploa2vDyJEjw5NMnToVV1xxBa688kpcc801uPvuu/H000+Hv3/ppZdw9NFH46mnnsJJJ510wItTAB4QEXcgARIgARIggdgSoACMrWsObJjruvjoRz+K9vZ2/PKXv9QDJPJ3ySWXaO5fdDvllFMwa9YszRe8/PLLsXnzZjz44IPhLj09PTqFfN9992H27Nl7XVzOFz2nCMApU6Yc2EjuQQIkQAIkQAIkEDsCFICxc8nADZJcP5nOFfF3+OGHv6UCcPHixViyZMnAjeOeJEACJEACJEACsSVAARhb17yxYVLY8ZOf/AQ///nPcdRRR4U7v1VTwIwAJnSg0GwSIAESIAES2AcBCsCEDQvP87Bw4UL86Ec/wtq1azX/L7qZIpDbbrsNF1xwgf5q06ZNmD59+l5FIFL9KwUkst1yyy246qqrsHPnTuRyuQNSYQ7gARFxBxIgARIgARKILQEKwNi6Zt+GfeYzn9E8P4n+RXv/SbsX6Qsom0wNSy6ftIFpaWlRwSjb+vXr9V/TBmbSpEm44YYbsGPHDlx88cW47LLL2AYmYeOB5pIACZAACZBALQQoAGuhNoTHWJa1z6t/73vfw6c//Wn9nWkELVHAaCNo6ftnNikCEaEoUUQp/pBG0Ndddx0bQQ+hb3lpEiABEiABEjhUBCgADxXpYXYdTgEPM4fydkiABEiABOqKAAVgXbn74N0sBeDBY8kzkQAJkAAJkMChJkABeKiJD5PrUQAOE0fyNkiABEiABOqSAAVgXbp98DdNATh4hjwDCZAACZAACQwVAQrAoSKf8OtSACbcgTSfBEiABEigrglQANa1+2u/eQrA2tnxSBIgARIgARIYagIUgEPtgYRenwIwoY6j2SRAAiRAAiQAgAKQw6AmAhSANWHjQSRAAiRAAiQQCwIUgLFwQ/KMoABMns9oMQmQAAmQAAkYAhSAHAs1EaAArAkbDyIBEiABEiCBWBCgAIyFG5JnBAVg8nxGi0mABEiABEiAEUDA8jzP41CojQAFYG3ceBQJkAAJkAAJxIEAI4Bx8EICbaAATKDTaDIJkAAJkAAJBAQoADkUaiJAAVgTNh5EAiRAAiRAArEgQAEYCzckzwgKwOT5jBaTAAmQAAmQgCFAAcixUBMBCsCasPEgEiABEiABEogFAQrAWLgheUZQACbPZ7SYBEiABEiABBgBZBXwoJ4CCsBB4ePBJEACJEACJDCkBBgBHFL8yb04BWByfUfLSYAESIAESIACkGOgJgIUgDVh40EkQAIkQAIkEAsCFICxcEPyjKAATJ7PaDEJkAAJkAAJGAIUgBwLNRGgAKwJGw8iARIgARIggVgQoACMhRuSZwQFYPJ8RotJgARIgARIgBFAVgEP6imgABwUPh5MAiRAAiRAAkNKgBHAIcWf3ItTACbXd7ScBEiABEiABCgAOQZqIkABWBM2HkQCJEACJEACsSBAARgLNyTPCArA5PmMFpMACZAACZCAIUAByLFQEwEKwJqw8SASIAESIAESiAUBCsBYuCF5RlAAJs9ntJgESIAESIAEGAFkFfCgngIKwEHh48EkQAIkQAIkMKQEGAEcUvzJvTgFYHJ9R8tJgARIgARIgAKQY6AmAhSANWHjQSRAAiRAAiQQCwIUgLFww8CNuPnmmyH//fGPf9SD3v72t+Oaa67B7Nmz9ftCoYBFixbh9ttvR7FYxDnnnIMVK1ZgwoQJ4UW2bNmC+fPnY82aNWhubsbcuXOxbNkypNPpARtCAThgVNyRBEiABEiABGJHgAIwdi55Y4PuuecepFIpHHPMMfA8D7feeiuWL1+ODRs2qBgUYXfvvfdi1apVaG1txYIFC2DbNtatW6cndhwHM2bMwMSJE/W47du3Y86cOZg3bx6WLl06YBoUgANGxR1JgARIgARIIHYEKABj55I3b9Do0aNVzF144YUYN24cVq9erV/L9vzzz+P444/Ho48+ilNPPRX3338/zjvvPGzbti2MCq5cuRJXX301du3ahWw2OyADKAAHhIk7kQAJkAAJkEAsCVAAxtItAzNKonl33nmnTuFKBHDHjh0488wz0dbWhpEjR4YnmTp1Kq644gpceeWVOl1899134+mnnw5//9JLL+Hoo4/GU089hZNOOmmfF5fpZPnPbCIAp0yZMjBDuRcJkAAJkAAJkECsCFAAxsodAzPm2WefxWmnnab5fpLDJxG/c889V/+95JJL+gg1OeMpp5yCWbNm4frrr8fll1+OzZs348EHHwwv1tPTg6amJtx3331hLmF/SxYvXowlS5YMzEDuRQIkQAIkQAIkEGsCFICxds++jSuVSpBCDnHeXXfdhe985zt45JFHNKr3VglARgATOFBoMgmQAAmQAAnshwAF4DAYGmeddRamTZuGT37yk2/ZFHB/TMwBHAYDh7dAAiRAAiRQtwQoAIeB6z/4wQ/iiCOOwE033aRFILfddhsuuOACvbNNmzZh+vTpexWBSPXv+PHjdZ9bbrkFV111FXbu3IlcLjcgIhSAA8LEnUiABEiABEgglgQoAGPplv0b9cUvflHz9ETwdXZ2at6f5PZJTt/ZZ5+tbWAkl0/awLS0tGDhwoV6svXr1+u/pg3MpEmTcMMNN2jhyMUXX4zLLruMbWASNhZoLgmQAAmQAAnUSoACsFZyQ3TcpZdeip/97Gfav0/6/J144onawkXEn2ymEbREAaONoKXvn9mkCESE4tq1a7X4Q6qIr7vuOjaCHiKf8rIkQAIkQAIkcKgJUAAeauLD5HqcAh4mjuRtkAAJkAAJ1CUBCsC6dPvgb5oCcPAMeQYSIAESIAESGCoCFIBDRT7h16UATLgDaT4JkAAJkEBdE6AArGv3137zFIC1s+ORJEACJEACJDDUBCgAh9oDCb0+BWBCHUezSYAESIAESADQxSSkW0g9bpbneV493vjBuGcKwINBkecgARIgARIggaEhQAE4NNwTf1UKwMS7kDdAAiRAAiRQxwQoAOvY+YO5dQrAwdDjsSRAAiRAAiQwtAQoAIeWf2KvTgGYWNfRcBIgARIgARJgDiDHQG0EKABr48ajSIAESIAESCAOBBgBjIMXEmgDBWACnUaTSYAESIAESCAgQAHIoVATAQrAmrDxIBIgARIgARKIBQEKwFi4IXlGUAAmz2e0mARIgARIgAQMAQpAjoWaCFAA1oSNB5EACZAACZBALAhQAMbCDckzggIweT6jxSRAAiRAAiTACCDAlUAG8RxQAA4CHg8lARIgARIggSEmwAjgEDsgqZenAEyq52g3CZAACZAACXAtYK4FXONTQAFYIzgeRgIkQAIkQAIxIMAIYAyckEQTKACT6DXaTAIkQAIkQAI+AQpAjoSaCFAA1oSNB5EACZAACZBALAhQAMbCDckzggIweT6jxSRAAiRAAiRgCFAAcizURIACsCZsPIgESIAESIAEYkGAAjAWbkieERSAyfMZLSYBEiABEiABRgDZB3BQTwEF4KDw8WASIAESIAESGFICjAAOKf7kXpwCMLm+o+UkQAIkQAIkQAHIMVATAQrAmrDxIBIgARIgARKIBQEKwFi4IXlGUAAmz2e0mARIgARIgAQMAQpAjoWaCFAA1oSNB5EACZAACZBALAhQAMbCDckzggIweT6jxSRAAiRAAiTACCCrgAf1FFAADgofDyYBEiABEiCBISXACOCQ4k/uxSkAk+s7Wk4CJEACJEACFIAJHwPXXXcdvvjFL+Jzn/scvva1r+ndFAoFLFq0CLfffjuKxSLOOeccrFixAhMmTAjvdsuWLZg/fz7WrFmD5uZmzJ07F8uWLUM6nR4QEQrAAWHiTiRAAiRAAiQQSwIUgLF0y8CMevzxx/GJT3wCLS0tmDVrVigARdjde++9WLVqFVpbW7FgwQLYto1169bpiR3HwYwZMzBx4kQsX74c27dvx5w5czBv3jwsXbp0QBenABwQJu5EAiRAAiRAArEkQAEYS7cc2Kiuri68613v0sjel7/8ZRV0EgEUh44bNw6rV6/GhRdeqCd6/vnncfzxx+PRRx/Fqaeeivvvvx/nnXcetm3bFkYFV65ciauvvhq7du1CNps9oAEUgAdExB1IgARIgARIILYEKABj65o3NkymbEePHo2vfvWr+MAHPhAKwIcffhhnnnkm2traMHLkyPAkU6dOxRVXXIErr7wS11xzDe6++248/fTT4e9feuklHH300Xjqqadw0kknHZAKBeABEXEHEiABEiABEogtAQrA2Lpm/4ZJbt9XvvIVyBRwPp/vIwAl8nfJJZdo7l90O+WUU3Sa+Prrr8fll1+OzZs348EHHwx36enpQVNTE+677z7Mnj17r4vL+aLnFAE4ZcqUBNKjySRAAiRAAiRAAhSACRsDL7/8Mk4++WT89Kc/xYknnqjWRyOAb5UAXLx4MZYsWZIwWjSXBEiABEiABEhgXwQoABM2Ln784x/j/PPPRyqVCi2Xog7LsrTQQ6J6Z5111kGfAmYEMGEDheaSAAmQAAmQwBsQoABM2PDo7OzU6dvoJlO+06dP1yIOmZaVIpDbbrsNF1xwge62adMm/X3/IhCp/h0/frzuc8stt+Cqq67Czp07kcvlDkiFOYAHRMQdSIAESIAESCC2BCgAY+uagRsWnQKWo6QNjOTySRsYaRGzcOFCPdn69ev1X9MGZtKkSbjhhhuwY8cOXHzxxbjsssvYBmbg2LknCZAACZAACSSWAAVgYl1XNby/ADSNoCUKGG0ELX3/zCZRRBGKa9eu1eIPqSqWptJsBD0MBgRvgQRIgARIgAQOQIACkEOkJgKcAq4JGw8iARIgARIggVgQoACMhRuSZwQFYPJ8RotJgARIgARIwBCgAORYqIkABWBN2HgQCZAACZAACcSCAAVgLNyQPCMoAJPnM1pMAiRAAiRAAowAApbneR6HQm0EKABr48ajSIAESIAESCAOBBgBjIMXEmgDBWACnUaTSYAESIAESCAgQAHIoVATAQrAmrDxIBIgARIgARKIBQEKwFi4IXlGUAAmz2e0mARIgARIgAQMAQpAjoWaCFAA1oSNB5EACZAACZBALAhQAMbCDckzggwlgRsAACAASURBVAIweT6jxSRAAiRAAiTACCCrgAf1FFAADgofDyYBEiABEiCBISXACOCQ4k/uxSkAk+s7Wk4CJEACJEACFIAcAzURoACsCRsPIgESIAESIIFYEKAAjIUbkmcEBWDyfEaLSYAESIAESMAQoADkWKiJAAVgTdh4EAmQAAmQAAnEggAFYCzckDwjKACT5zNaTAIkQAIkQAKMALIKeFBPAQXgoPDxYBIgARIgARIYUgKMAA4p/uRenAIwub6j5SRAAiRAAiRAAcgxUBMBCsCasPEgEiABEiABEogFAQrAWLgheUZQACbPZ7SYBEiABEiABAwBCkCOhZoIUADWhI0HkQAJkAAJkEAsCFAAxsINyTOCAjB5PqPFJEACJEACJMAIIKuAB/UUUAAOCh8PJgESIAESIIEhJcAI4JDiT+7FKQCT6ztaTgIkQAIkQAIUgBwDNRGgAKwJGw8iARIgARIggVgQoACMhRuSZwQFYPJ8RotJgARIgARIwBCgAORYqIkABWBN2HgQCZAACZAACcSCAAVgLNyQPCMoAJPnM1pMAiRAAiRAAowAsgp4UE8BBeCg8PFgEiABEiABEhhSAowADin+5F6cAjC5vqPlJEACJEACJEAByDFQEwEKwJqw8SASIAESIAESiAUBCsBYuGHgRixevBhLlizpc8Bxxx2H559/Xn9WKBSwaNEi3H777SgWizjnnHOwYsUKTJgwITxmy5YtmD9/PtasWYPm5mbMnTsXy5YtQzqdHrAhFIADRsUdSYAESIAESCB2BCgAY+eSNzZIBOBdd92F//mf/wl3FOE2duxY/V6E3b333otVq1ahtbUVCxYsgG3bWLdunf7ecRzMmDEDEydOxPLly7F9+3bMmTMH8+bNw9KlSwdMgwJwwKi4IwmQAAmQAAnEjgAFYOxccmAB+OMf/xhPP/30XjuKM8eNG4fVq1fjwgsv1N9LZPD444/Ho48+ilNPPRX3338/zjvvPGzbti2MCq5cuRJXX301du3ahWw2OyAiFIADwsSdSIAESIAESCCWBCgAY+mW/RslEUCJ3El0L5/P47TTTtPp2yOOOAIPP/wwzjzzTLS1tWHkyJHhSaZOnYorrrgCV155Ja655hrcfffdfQTkSy+9hKOPPhpPPfUUTjrppAERoQAcECbuRAIkQAIkQAKxJEABGEu37N8oieB1dXVB8v5k+lbyAbdu3YrnnnsO99xzDy655BLN/Ytup5xyCmbNmoXrr78el19+OTZv3owHH3ww3KWnpwdNTU247777MHv27H1eXM4ZPa8IwClTpiSMHs0lARIgARIgARIQAhSACR8H7e3tkAjfjTfeiIaGhrdMAO6r+CTh6Gg+CZAACZAACdQtAQrAYeD6mTNn4qyzzsLZZ5/9lk0BMwI4DAYKb4EESIAESIAEAgIUgAkfCjIdLPl/EqGTdi5SBHLbbbfhggsu0DvbtGkTpk+fvlcRiEwfjx8/Xve55ZZbcNVVV2Hnzp3I5XIDIsIcwAFh4k4kQAIkQAIkEEsCFICxdMv+jfr85z+Pj3zkIzrtK5W81157rRZ0bNy4UcWftIGRXD5pA9PS0oKFCxfqydavX6//mjYwkyZNwg033IAdO3bg4osvxmWXXcY2MAkbCzSXBEiABEiABGolQAFYK7khOu6iiy7Cz3/+c7z++usq+M444wx85StfwbRp09Qi0whaooDRRtDS989sUgQiQnHt2rVa/CGRw+uuu46NoIfIp7wsCZAACZAACRxqAhSAh5r4MLkep4CHiSN5GyRAAiRAAnVJgAKwLt0++JumABw8Q56BBEiABEiABIaKAAXgUJFP+HUpABPuQJpPAiRAAiRQ1wQoAOva/bXfPAVg7ex4JAmQAAmQAAkMNQEKwKH2QEKvTwGYUMfRbBIgARIgARLgSiCex1FQGwEKwNq48SgSIAESIAESiAMBRgDj4IUE2kABmECn0WQSIAESIAESCAhQAHIo1ESAArAmbDyIBEiABEiABGJBgAIwFm5InhEUgMnzGS0mARIgARIgAUOAApBjoSYCFIA1YeNBJEACJEACJBALAhSAsXBD8oygAEyez2gxCZAACZAACTACCFiexyrgWh8FCsBayfE4EiABEiABEhh6AowADr0PEmkBBWAi3UajSYAESIAESEAJUAByINREgAKwJmw8iARIgARIgARiQYACMBZuSJ4RFIDJ8xktJgESIAESIAFDgAKQY6EmAhSANWHjQSRAAiRAAiQQCwIUgLFwQ/KMoABMns9oMQmQAAmQAAkwAsgq4EE9BRSAg8LHg0mABEiABEhgSAkwAjik+JN7cQrA5PqOlpMACZAACZAABSDHQE0EKABrwsaDSIAESIAESCAWBCgAY+GG5BlBAZg8n9FiEiABEiABEjAEKAA5FmoiQAFYEzYeRAIkQAIkQAKxIEABGAs3JM8ICsDk+YwWkwAJkAAJkAAjgKwCHtRTQAE4KHw8mARIgARIgASGlAAjgEOKP7kXpwBMru9oOQmQAAmQAAlQAHIM1ESAArAmbDyIBEiABEiABGJBgAIwFm5InhEUgMnzGS0mARIgARIgAUOAApBjoSYCFIA1YeNBJEACJEACJBALAhSAsXBD8oygAEyez2gxCZAACZAACTACyCrgQT0FFICDwseDSYAESIAESGBICTACOKT4k3txCsDk+o6WkwAJkAAJkAAFIMdATQQoAGvCxoNIgARIgARIIBYEKABj4YY3Z8TWrVtx9dVX4/7770dPTw/e9ra34Xvf+x5OPvlkPZHnebj22mvx7W9/G+3t7Tj99NNx880345hjjgkvtHv3bixcuBD33HMPbNvGBRdcgJtuugnNzc0DMoYCcECYuBMJkAAJkAAJxJIABWAs3bJ/o9ra2nDSSSdh1qxZmD9/PsaNG4ff//73mDZtmv4n2/XXX49ly5bh1ltvxVFHHYUvfelLePbZZ7Fx40bk83ndZ/bs2di+fTu+9a1voVwu45JLLsHMmTOxevXqARGhABwQJu5EAiRAAiRAArEkQAEYS7fs36gvfOELWLduHX7xi1/scyeJ/k2aNAmLFi3C5z//ed1HnDxhwgSsWrUKF110EX7729/ihBNOwOOPPx5GDR944AGce+65eOWVV/T4A20UgAcixN+TAAmQAAmQQHwJUADG1zf7tEyE2znnnKNC7ZFHHsHkyZPxmc98BvPmzdP9X3zxRY0EbtiwATNmzAjP8f73v1+/l2ne7373uyoQJZpotkqlotHBO++8E+eff/5e1y4Wi5D/zCYCcMqUKQmjR3NJgARIgARIgARMcKilpaUuYViehMsStpkp3L/7u7/Dxz/+cY3ife5zn8PKlSsxd+5crF+/XnP+tm3bhsMOOyy8u0984hOwLAt33HEHli5dqtPDmzZt6nP348ePx5IlS3Rquf+2ePFi/R03EiCB4UVg0ZxZyNlppFIplB0X1616aHjdIO+GBEhgnwQYAUzYwMhmszptK0LPbJ/97GdVCD766KNvmQBkBDBhA4XmksAbEPj20r/VYjHbLUOKylIu4DgO0tlG7OnuRMrxcHjrWNz5P2ux9nevkiUJkMAwJEABmDCnTp06FWeffTa+853vhJZLhe+Xv/xl/UP+Vk0B98fEHMCEDRyaSwIAvn7NPORyOa38lxmBrFNAoVDApHETdMbgDy+9gmf+sAk7t25HpbMHL762ByXZt+xi3fPbyJAESGAYEaAATJgzP/WpT+Hll1/uUwRy5ZVX4rHHHtPonykCkQIQyfOTTcSaTO/2LwJ54okn8O53v1v3eeihh/DhD3+YRSAJGw80lwQGQuA7110B13X174P8l06nVQReOPssNDU1wSmWkMlm8dOH1uIXv3kC3R2dyLU0Y826J5FybaRgQ/JlXHhwLeDR514ZyGW5DwmQQIwJUADG2Dn7Mk2met/73vdqPp7k9f3617/WApBbbrkFf/VXf6WHSBuY6667rk8bmGeeeWavNjCvvvqq5g6aNjAytcw2MAkbEDSXBPZD4I6br9ffaKqz5ac7S9RPvnfKJViegz8/+3TkMzmIqrPtDH7x5GNY+8v1KJcd2KkUKh6wbv2v9DjZjIg055FzVVwHj27kNDEHIgkkjQAFYNI8BuC///u/8cUvflH7/0mfPykIMVXA5g++NIIWUSiNoM844wysWLECxx57bHi30gh6wYIFfRpBf/3rX2cj6ASOB5pMAlEC/3nrN0PBFgpAuPozI9xcpwzLdfHR02fCzqQBL6XRvUceexJPPf0kOnu6tSgEVgqP/foJyP7VcwGe44bfp23ArTjIZ7JI5VL40brf0SEkQAIJIEABmAAnxdFE5gDG0Su0qV4J3HvXv8PN2Bros70g6meifxr686d+5T+N5rkOLLh42+iJ6C704oWXt8KzLbS9ugvFchcqXgk2JFpowc5mseanD/YRlSm5TpBHaFdKyKYzmDRxIuyMjT++vEUjh7AstL+2Cz99bme9uoX3TQKxJkABGGv3xNc4CsD4+uZgWrb0b87DCSe+U1/2kjcm4qFScvCR+WwJdDA513qu+3/yAz1URZ3nT9Pq18GUr4naydRtOI0LwAaQsmyMaxmLhka/BcyGp57D67t3ouJ0o1xykUr755Nt8wt/xIsvvoCUhPvgQrICU/Ajimk4qGRsXPqRs9Ayegz+ZeX3YWcb4JULKJR6kUvZmPvXfw2kbfzZpf9Y663yOBIggYNMgALwIAOtl9NRAA4vT3/1yo+rCHBdEQZpzfUquBWdFjz++OP7CEDPAVIpC65bwexLrxleIBJyN3ff9V0VX7adroo+I/763YMRfkYcenJcIABPnDINza0NaO/sxZq1j6Krtx0VtxtOxZLZ3+AatlYOP3Df/YAjuYPi/4gAtNNwLBuj0hWNHL7WXYHjWWhMe2jv6sSY1pGAU8GHZ8/WgpNsJgMUOnH2/H9OCG2aSQLDkwAF4PD061t+VxSAbznig3qB/7d4joo6EXjyci47DlzPj+DIC11iPR7SaLKzmDhqPHqKPegZkcHo0aPhFUt9BKDlApYN9PZ2Y9Xqu/F6yUbJ7sWv1m08qDbzZH0J/OSHtyDV46A3U43mWVYmjOxZVjC9q0IwFeb8SfTWiD/9wraRUhFoYcaRU5FtyuPx//0DXty8E3axA67XC8exgHwqNEBifml4eGzNWqRdF47thRHAVNpD2sqjt9SpY6ngWBjRmINV7sWe3jJGNTfDch10dnbiQx85F1OPPBI5ACeddhqefGQNXtvTC7H9nP9zFV1OAiRwCAlQAB5C2MPpUhSA8fTmf3zlbzTPy3Wl1UcKjlNGQVp3BFOAXtmBpO9XHA9WKgdXqj2RQiaVRbYhj4mjJ2Ls6DGouGW0lXp8ESHTfWmJNklumaN5YWYRnZWrV+O1tl6UbBd2uYxKJY3V31iKY9775/EElECr7v/evyGVy6OrtwDPTsETBR5sbs5GxrPgpMRLvqCXzeT6mcIPIwg1cmfZYf7e6JYRmDx5CtauWYdyyUHRLai4l3EjU/4mb9BOp5CGjXU/+xm8cgmeDViuX1mcsv32MplMBrad1ehwOm3rzzq6upHLpLXiWH/muDjt1FPxrhmno9upwPMq6OrqhSxFWSoVUCoVkcs5+OBFVyTQUzSZBJJFgAIwWf6KjbUUgEPjiu9/ZV74kpdIntkcSe6X97Hj6nTd6NHN6OntRXephLKb0XWcdcrQA/KNzWhsbkZryyiNFKXtjP5c+rvlrSya8o3oKvagGxW/7YcjL3fpGweUK0XI219+LpGlFbd+D13dLjrKvcjAQ6EAXLtwLjZs78ZZZ54NO92I02aePDSwEnzV279zYxCss9GYSQHpNLqLJaTSWXjlSnhnFdtVAehqbl6Q/yeiTCp4g+/NVLEINP0v5fcAlJ/L12PHjscTj/9GhX1voV1z/FyvAk8rOXwxKdPGGj6ulPH4Y79CyrZ0rGlVMRy9npwzZWfQ2JRHLpfR47p7i8ikLGQzkl5Q0UrhcrGEnZ1d+Iervog9XQ5KlaLfmsYp639Zy9HzysokjuPbcMpHLk6wN2k6CcSTAAVgPP0Se6soAN9aF/370sthpVNSrBm+hOWlKDl51S0qAF2N7LQ0j8C4ceOwe+dOlDwLXaUK0ukMxowZg4aGBmTSOSCVRqnsv2Tlv5Sb8pcFsy3krDQaco1o696DXtvVyIztWBrVyeYyKg7kZS8vZznmxm98Az0FC11uEbYrL+wM5pz3PhRGHoE/PeN9sFINyFtlPPbkr3HZpX/71kIbBmdfvXK51nKYaVv5t9FyNQLYWy6jqP7MhnfqpYGMa8FJixCrCsBq5C+Y5g+mhOV8RgDKSbLZPBryjdj4vy8gn29AR/vWIMrrIGX51/EFpC8YZRxs+M1TsErSRsZDT0+PVg+b/WRs5PNZNDTmdJx09xSQlrGT0pAhbMdvQu2l8hjfYOHsc89HT6ZFx1KlUlIBaJdK1TGf9oVsdNn2d3/owmHgad4CCQw9AQrAofdBIi2gAByc2/596d9EcrcsVLxKtU+ba2mOVmO+ASPSeZRcB91uGaVKGVKA4cFGRad4/Wk2fUFaKTQ1NWPUqDHay9FO5YKoigPbEuHmv0RLTgWWhPJsyz+XTN0FU4IS5cnBRj6bQ1uhG91OCZVSGaXeLpRKJVQKkhtWRlmmjy2J+KTwgzvvQCmVhy1RIKuCnd0Wrl14CTZu2Y0zzjobLdmMFpX88n9+jBETx6Dz1R3I9vRg3pKbBwdwGB29esUyf9oe2XBM2KkyLEuy9FJoRgVT33Y0Nv7u99qXr2JX90PKz/sz/0nrFYnkik+jm4yZUPDLNHAQsctm00jbOTyzYaMKS6/SDc/ze/6l7eq5Pa96vJznZz/7qY7PlG2jublB8/skKizNZRryWTQ3NWhUWcabRB1F9EkOoUlFkCKTv3zvsWjM5/D6qHdi4mGHoVguoGI5yHlpjViLjT2ub4sKVzmDRCPh/wwVV8fluz50/jAaDbwVEjh0BCgADx3rYXUlCsCBufMHyy4Nd5QiC9nkBa1JVJHIRvQlrhlerocRjU3I57IYM3IUSsUiOvd04PVCCTIrls7mkE2lVexNnjwZVjaNQm9JZ+mkMlREmrw0/dysbJjLJXleKv6ka4jnadRQp45dF73FItzeol57y+uvoqdS0n2kjYdEjfI5EQu2FpDI1JwIwB8+cA+cdCP2dOxGtqcLnW4GV/7luXjg50/ikkX/F7lsg0xI4ol7VuC1zjY0ZWz0dO/GhMOOQ6Hioru3C//0L34rk3rbbl76efVRNpv1I2x2LhRpOqWvwi6DnF1BsVJBOt+AsvTvi0TkohFh7dsnY0sidUHhhzD128L4RSFyHZ2qTfnfqzizM9j47PP+fk5BI4CW7cEObZDjqkUlst+GDRvQ3dkF13GQyqTQ0tKiawpL2oFteRjZOgIZO4VipRxe0/ZcFYL+M9CId05qgO04eKUTmHn66TjyuBPQ7aaQlelnjQj6VejG5qzlTys7rj9lLPcr+6godIA/mXVuvQ0h3i8JDIoABeCg8NXvwRSAe/t+7fcW4+Vtm8Nf+PlR1UiMvMxF3MlL2gry98KprUjVJmzJy5OkewtuRvKuXBw1cTJyqTQ6rDQymRwyuQakUpmgdYuLokT2pG+HHCNtWjJVgelP3aX8l6Vjo6fQi0KxiI7uLrjlCoqFgibny35N6axGdqQApLNc1HuxnAry2TQyUgigQsBDqSR5aBYOe/txKgBvu/0/8MKTv0bFzuOvTj8Gr+zag8v+8WbsaO9CqeM1bHjguyj29iDbkEXJ6kVzy1RkMiPw2ms74Vk2SkUH//xv36+LB+qf5s+GlcrAtnJ9BGAm0xBGy6RAR6buZYo2ZXtwLAsl10Mmm4clrViCJd2stB/dNfmd+uHCDiq7g8igCCgH1WiejBszxSxfi09f+N0mXRJSpvF1qta2kJYPBxGxGf2QUigUsf6X65CWXMOUrWNLPozk8zns2rkDTY15NObymgOohSe6qoirYldEp2PlMarBQmMmh5amNMqejdGHHYUT3/OnkF3NknOO2BSI1mzaj2pXKiJSpam1FJv4vSltTz7sOKg4BY04T3/vh+piLPEmSWAwBCgAB0Ovjo+tdwH43I//xV8v1U6jqTmr66Y++7/PoaO7mr+kwyPlRzx086SC0xeAXsWf1jKRGCvlT+vJf40NTWhsbMTo1pHI5VpQhotyCih7LpohEZw0CkWZIvQb+Mp5CpWyCkOnIuKshN5SF3p7ezVHS6Zt5YWq13J8G1zPQ9FxNVIkL3qJ+tlybTuDhnweO3s6ULCC5cOcilZyZtN2MO3nYffudhUoE448GumW0TptuLutEzt3t6Pjsf9EtqEZR55+Hv7wwvNo7vgt/rCnBWMamrDl9a0odhSRyjRid8drGD96NA6bNBnbt+3CMdOPx+8dB7t3F/D9G/91WD1dV/zVh3R6NGcVNQIsU/TSPkX8LSJGx4LlixmNkKX9SG46lcWITE5X4+gtV3ScpbPNeoz6PiVVtylfCEkk1/angE2BhhFPTtpPFdDvreoUsoWsCsyXt7yAnt5upHWqVzvFIB3YowIr6Aloxqjn2mh7fTee3rABXjoTTu1m0xYyaRujR7Wi0N2DPZ3S4sW/JzttaR6qCtJKDxxkNIoHq4KmbB6N6TRaGxtx1gVz9H7kGegpF31hatsaTe4zBWz7kW2dXrb8aLcKQNeIwiCS6JbxjvedN6zGE2+GBA4GAQrAg0GxDs9RzwJw/Q+Wwo6IL8t2UOrt0QrJl19rh+O5mhgv/6YqFlydjpMXqzTckzVXNUyjo0ZeXvl8HvnGJo2gSAWvZeeDogzJ1fMjPFJ0ISJOijj8Ni+uNupVsdfbi67uTn1RmikxmbKVCJ3kkLl2pG2I7Td7rrhSzuFPo0mQUV/Eto0GEYCZLF6vFDUv0ZGojRQZpDyMbcpj4ohWvNrWhl27duOVrS/h5A99GE0t47Bj105kGvNoStn46b9/E1l0YcKkabDSe3DUjE+iZLnwUjY6erpR6OiSbDD09HRhx+9/j51tbSi6HjoKBbgNo9DU1IpszkM+46HRSuOmf/12Yp+wz35qFhw4Gs3VLRKVQz9RJYLLFFt4aRGEtk7z53PBmPFs9JZE6PuRX18AppGyc5DoYcqIQv1g4YsgE8FzbX9/jRwGH0r0d5APEMD2HVvR3r5bkxTMMdJWJiz+MMu+Bf/qZ5tUCk888QT2tHf5olVbDflTtmKjRPukcEjy+WRcytUqTlCNHjm3PAlGCOuzYAOfuvgylGTcBWsQKzqpho6kTejYbcj7Ajq4vvxerm3uQYWnjHXXzxd03DJOnMUWRYl9oGj4QSVAAXhQcdbPyepZAP7qjn/RTsjhy9q28OLvfgfpqZbLyLRXDyqOg3ROIhTQyI3k/InIy+SyyDU0Ip9vDF/i/nRXNZJTDooz5IUlbVdE2HV1dQWVt9UmwPLy9zWF5EJJk+fq79JZeVnaOh0sYsJsIgVFgEoLN5kWlER9aSMiL1ONPqazmrvV6bgqAOV/ElrKye9EsHgOeop+Q+mK04txRx6NsROOQG+5pBGeSrGCB/7rh1jz0E/wyfPfoy/8H9y7Hdcv/ZK+qJsbm2DlmrRNiFR97mjvQGf7ayh2dqC3bRd6K0UVlw2NNiaPmoSJU6fgsCmTAScD6UV3/DtPj/1DduknZ2m7Ey189Vy/cluKdmwbruVXT/tTsL5fworfSBqAlbLVJ7lMBlOaGzHhqCOxYeNGlC2pqK36PWP7Ik36NEqzZiP6gHyfnD+k/UKM/lFDmQKWY7q692DLli3+WsJBZFrGgXyt0cV+1cDyM/lQItvatWvD/dKpjP5czqmryRR79XiJ/JUkai39IkVEBquJRJ1phKP0oDx+/BEYe8yROPbY6Xo+P9LtV6ub6WE/Guh/kJFpbJNOYcSfyTeUljUmCqktbvR585DNNKltJ7xvduzHFA0kgbeCAAXgW0G1Ds5ZrwLwVz+80Y+iBC9HjYTIC9KpwJFCjZ4enV7NNTaguWUEWnLNKgBzuQbI61IiOOWKJMNn9cVmmu0WytIEt6TREpnela/1JZX2o4FmsySSpvlPEk2MLgPWN19LRYdO56VQSkUigK5UEfsRSJ2KlBexZ0kxqUYUVQDCRkfFCyKADkpeCeMampDzKih4JXR3lXSpsIrTgzGTp2DyEccglc+iVOlFCnm8+MIL2Lzl9+h4+Zf44x/asL3UigWfu1ynj7OyCokr953SQgPL9iOgOZnm9NJwrTJ6enqRSrs6pa2tRLq70ZDOoyJqVotQKnjXybNi95TN+YsPamRTomBSSd2QSyEjQsmrwC0FVd7paiWs1a+yVjswR4SWEYANeQs9hSKymTxKTiCgguheGv5UciYjUb9qsU9UDKoYs6rpBjK1HPbtSzeqH1zXwe9/v0nHpYkuyrSqmV6WVIFoPqCMWxFS8u9vfrNBC0Akytfb449bIwIlAihfSzRQxaHrp0hIhDrMS5Xak6CtkF+UksKopjx6urpx9kf+HBMmTPBFc7/CKV3ZJhW0oJHhHjwXxk4jrKX/oOzbfzMfmMw0ufx76p/9dezGFQ0igbeKAAXgW0V2mJ+3HgXgo3d9NXyZibCamG1Gm1VGsVCWpC6NCvqFGNXNyvhTVOalKC9Jieh1tLfpueR7fSFmMqg4MuWblXbKQXSo2ufPCAMRbf4LXcRb9aVcDiI3YR5hypI0MF3xoxRMy8k5ZFpaxJ/+Y8mCXLL2r+SFyVR1Cc3pHLKw0e5Kg96K5gtm3DJa83mkLagA7OjphSfVyMUyRh4xBVMOP0IFrpXJ6r0WyiX8v+9+Fw//ch2mT5+Oc889FyMbWnR62694rajwlK9NQYMRJGJYmGcmpZ1myi+I8IQiJBLtOu7EU4f0afv0RWdHIkyS3+lP/c6mHQAAIABJREFUc0rUS4seRPrLfbkOJLorQsPkZBq/9v83GsWy+zV51qn9oDgjLcvyNWSQ10KJNEoS7RLHB0Uf5ryS62fyA8O806AxuJlSfuaZZ7T3pAg/v+rbn2o2kcNovmIm3eCfDx6K3b1Yv3592Hw6/ICi1b46wavRyZQI43xeUx28ip+6IOcslf381NDWIGVBBWJvGR/96Edx+OGHayV0dHrXcYJG5ZEPSHrt4BnRD2r9ficR2fBnbsXPfQ2WQuyR4hK3AtGUIlY/8JefG9JxxYuTwFtNgALwrSY8TM9fjwLw9hsX6Ut9xIgRGDlyNJrsDF7r7tAXrz+lamkRhgg7nb4tS888v5mybP1bcJipQHnRjWzNo6unB8WyZIx5WuErQs0OmjQbUWQEoOwT7e0Gu1pA4Od5efrylfV+U8FqCiqmpABFgyE2HM/PCdNcL8jUooecnVYx2CaFIxLPEg2aAhp02s6FKxWp2gfQFzjpVE6nsw87bDLaOzqwc+dO9BYLGqWTXoXG7qZsY9iWplTswTtOOEG5pIMmwuFj4lbCaJBMERsB2D9aY6b0qlN7/hmmv/O0Q/LEXfqp2bBT1Ry5qB3+cnl+1Fan1XNZ7Y0n0+cyPkw0yqQQVEVatZFzdLxo38b9NHmWaVrxdWsmhzGjx2Jr224/3y4ovKj+m/FX87D9inBzPhH/JuInrV1kKtkIQCnmMNPBxlZTsCLRWb9axJ+SlunjrVu3ho3LjRNkMRFBIavWiI41UUOpKJfWMZre0NndRzyawnltQZT2W7+IkL744jn6tdyTVhLrUnLV1Ur8ta4lN7Y6Fd5fAHqO/yz608eOij8jAgtO2ReAgXh2nYp8VNKenLL/rLlXH5KxxYuQwKEiQAF4qEgPs+vUmwBcdd1nw5w/X9SkwmiEqCojtkQMGtET5ghG+qmZF68UYchLxbx8Dz9sDHa99hoaRzTDX/krg449Pai4/qobJuJT8dWbFplIYn+49Y88pmyNulRcF9ngd1olGUYAtRTVT773goiS5dsjW9FzfPEXvORz0vjZdeBmdGVgvx9dykZamkCLHdKGw/Ujhh2dnRpJkperKUqRdiFybrFh6pQjNEfOTCOGAkjXHfbz4/z79QWDCiY5t+kNp9N51UhhVHzJSsfywp5+4nvfkifuby75aCiuZFo0FHHRZsyBwDDTmulsBo0N0mLbjzaZaLCZojT2m0KRqHgz0V4zpvqwEt9J9DZjY+Yx0/GnZ38I//r1r2okViqK+4tGEwE06wKr74NpZ4nMPfXUU8ikpfrX9tsQpaqRRhM1NAJQK3k9V6uSRYTKzx9++GFoZDAiVuW5EI0m410igOY+jO8lGijRRlPMpB9eIhFPK5g+ljEwaeIkfOxjH9M0CX9a2S+Qks2ME83v6xcBNDxVDLpVce63rfbXNJacxGJZ2iRJBFDGoHxQcvRDjyS8mvNLK558NoOzPv2Ft2R88aQkcCgJUAAeStrD6Fr1JAC//y+f919qQRWlRvIkbhZEWWT9U7OZl7r5XiouTfRK+t2ZF2DGAsoid1I5ZNwU3GxRG/KmLV8oSYRDXljSasZMvcnPG9O+iBJhVXKBXlk/NSuVvSKIgsgOZBqvKg6NEPFt8nP/JE/RTBuLzRpZCXKsVGBKUqDJR5NKUcvTKKBMjxU0sijZbhId8as9NepZLuvXkg8mNjuOBSufRVPGQU9XrwrWYw8/0p8CleODZtTRxyIaJc2m/d6FskmkSq03jYwjKV2VsqxQIs2pHZQ9aY/jR7lURFrAtLefMqgn74q//bgvVgPBHVbGRooxogLN8DRToSqkAZ0Cl9xHibh6IlQq1elIUxhhzmMaPIcFIoGP9ENDZJUPuT8RYJJzKJW/0ohZ0wPSfnGH+jIolthX1FSEol7bdrBx40ZkJQtBqmt1DFabP2ccW1vTZBqzMpmMvJVBj+Tt6dS8rAJjY9fOndi8ZZv2lPQq0iJJjvHHln6IcSXmJvZYcKS4KKgkliifjBsRg1LsVCxWtBegZlUEzdN1zBd79bm49FK/uXpW2tlID0LP1bxVYSbpB1aQF3ggp4udho/8WykV4FYcFcAVq4yUiD8RgzKFHRSOOBUX2Uwa8vzK72Vpvs6ebnxk4ZcPdDn+ngRiR4ACMHYuSYZB9SIAb12+KJxmSkvOWpB71SfCYoSXvnB9kWfEk0zNmmkrP0cwqEi0cvBsD1Ia0prNodt1ULEsFIMXvBEwJsk9TFSX1jJB77+0a8OxgO5KMVghOMhBDCJ61emxaBWkrVOBEr0RQWPEod6XaVUiEZWgcNj8XCpa82K7vBRF8AbLyZWDa+mLFNAXuEST5Lz5fDNciVQW2mV+HF4mg2OnTtPVI2Rf///3vek0n1TCBtOfuspFUD2r05IRW0WcVnn7ER5zXzKNZ6I3Iianzxh4FfE/XTPfj7AFVbGy3F54Hf0q2uS7b75mdD9jj/wso6uppGBpNCoo5jERs6AZt+xnxPG+BKCJ2sl+EqXT8wb9IUUMaQQsshKI/N40gjaCJxzHcqRUK1seNv3ut1KNEUYA/Z/7Y0cEWkWqwZ0KTp9xMrbv3oVXd7ehUPGFtwhGEU+P/foJTSHQqWVJibD9SK0wkN+XgvQBTWEI/Cn3Y3IipfefRNE7O9uRy2c0xUD2k6ifTBubZ0vyAieMn6g9MtU+GV+2hbJ8YAjGw4H+kspuapcRd9JyRlotpdKouEXI8iIy3s3Yk/0qZQfplI2GTBqeiM1MFrvb2yB/Gzxt1VTBn83/5wNdmr8ngVgQoACMhRuSZ0S9CMAffPUfwmk+yaczWxhtk+KJIDLlR56qPcj8l2e1UMMsx6XRMSsNmYIa2ZDFYa0jsXnXLrjy4gn6oxkBITN5RkDKceVAmYkwaJLoj0QKHQcdpZJe29Y1etPIN/qrSvjrsEbWjvVsnb6VHL32ri6N1sn0m0a49E6CLSLsZFo2m0mhSZsNu6hIfzYRWSoi/SlvEQHdPT3hUl8iUrP5Zm19cuxhY7VxdOPYMVoQgIqz3wigiZqJFZqMHzZJrq57HI22qQgKmgCroAgqnsNp5KBgwhwjIlByvUqlAo49YeZeD94dd/27/iycUpRoqcktc30hY0SDiCaTz2cEm34fRJb6TD0G55QMT7FN1uqVyJm5ltoeiFoV7rJcXySPMHquqL4Rn4ngUgauv86zH3H0RZV+JUouIi6lH2MYxQwiztKe5Y9//CN6OtrUZyJSTfsUPd6zkMllkAcwKpvHiNGjsWX7Dti5jI4fEU0S4ZMI3IYnngzluW35EWzzgaYogrHiaTGMaSNj+gDK/cqHB/FRQ0NWBWCxUNHv5XgRgfrBIOM3nh45ZjQ+8clPoqdY0BVsJO1ABGCqX8Wv4djf2SJSoy1lyk5Jo5ciZuVDkiVrIqsP/A8Vum9FeEOngSUlQqL6kvsq0UdZq9jVZewcjUrK/rbj4SMLlybvDzwtrgsCFIB14eaDf5P1IABvu+mfwheEvkhT/rSsfp2WibAgQpLyp9HMi9JEV/xpvYgAjKynaqfKKGmyeg4pieSlpDLW793nZ6b755apJhMpke8rnh9R1OngjN8nrkkqcJtkdQiJmPhtPEpBVEOnhqUZdCgGUuEUsExPSxL+q6++is7OTtNz2r92MPWmwknWbEjbkJphtyJ2p8P+azIFLCJNKjplWlde1hItEhsbpKGzncLYnIXWllHosTwUKhVIPuEbRQDD+w0qglVMBqtNGC4RLa7L6oVRV88vgDC5jJLzZX4ndsr9apJlyUbBraDkOZh+3Dvw7HMbqjmGFb86W/PSbL+IR8VK2Rd/pim36SmnAlEKZgzzii8YzFiRSJjJhawEbXxkWT8rEEehwDTTtdrix592DMdYZDo3Gmv0ZLWWoJBBRJzYId/KuDPn1ZUyIoUfEikzW0ZWJNEooodXtm5Bx+7X/SlgGatBdE3GcV5aWWZlGtxRUdOczev0b68bFFJow2UPdi6NNT97GM0NjX4kMFjXV/M/bQ9l11Ih53q5KkdZkSaYstciEV3G0F+PuGXEKGUnK9pINN1wFJ/mbAvjD5uI2bNna/Qvm8vpsnQo+EsYmm1/AtBE9sx+kj4gUUoVhpKvKdO/MgbhN2H3/5Oeg/JcWhoFlJzAtj3tQbW8PJtypKQiuP7yikH+r+eW0JjN4oPzlhz8P8Y8IwnUSIACsEZw9X7YcBeAd9z0RbgSpQuaK+s0luVH9/xpUX8lBP0+nQtFBjI2bG2snNL/5AWt0Rx5GUqGfbCZqV35Vl9QGrkzYtG/rvzcX3vX0ik+ySGzs3k05xswekQreuUlGRYf+LmB5nsVIJqnZGn/PPlaonaSgWZeiK6IEcvW5PfNm1/2be23aXTPTmHm2Fa82LELZXcECo6f46ccghUn5AWtEQ8jhDXnrUHfx1MmT9Y+g2ZJr0ow9bu/F3P/F7cKkKAa1DDa77GyAov0XUxn/Fy5IP9N7t9E2MROrXGOiLRoJEjsi04NhlPIgQgw+YbS7FsESRgFjPzenDtkbcRh0PPOF3bVJtB6vUAsqR/7TA9XxWT0vpV3IBT9cer734jGvuKxOl2tF44Wariujq3XX38dO7e+HKY5mOidMJcClepY8wuHNOoZLnDiV0TbjoUdr2zGtpc3I5Py98lID0CrgrJf1O3ntkrRRamCkhRd2NlwvMs15OOFnjdlQwK62kMwnUZXsTeMBspY0vEnfSwtG3/xiU9i/MQJKFbK2ndRfV0s6wcHXXfRiOugQMS3JMIkWG3HfPjQvEYtmBLGPn/1kRSKyHOZstHc2KAFIzt2vqbN1UVHm6imuV51qt/BiHwaTZICYLn4k7/8p3p/hfD+Y0CAAjAGTkiiCcNdAD72oxVwPT+qZ0SHK336JPk8m9WXkya5S16Q60e+tBBCV+SQalug7EikztJmtRqVCopFfDHpe71aKSrLeflTtg35Rn0hy3SYvMg050+iK7ZU9frHqTDr0zOv+lLX6EgwLdgl01iu369NDjUCUF5istKHxjc84KWXNmsj6OhmxISdz2BcxcZrVgmWvLnT1R2l/Y0KqnI5jEwaYSyroowdMwoNuawKWSOUotOb/cf+voSdCqJg5QiTE2dsiwoZ+dosb2da2xghrO1zgrY0ul8QWY2KQCP6TAGGMg5Wu9AXemSqWe2U/MZA2EUjg1FBGJ4zEIciGo04MDOVVdFejRxGC3d8zwUfFCJjRgsrNFhoIp6RHneR/X3b9/4rY64r9orPxIcvbNpYLaAJPmCYI6MCUFaP0TWlIxW3KqmsNBqyNp5/7hnsfm0XRuZsTGgdgdfai+h2y+F9OJWStiiyJApdijKRqFkwXiUFQD5MBQUw2bz/TMhLS3sISk6gDkAPmWxap7/P/NDZOPLIo/QYnTKW/M0g1dSMI+PzSC1Nn2fRH2NuRABWp+MrZVcjk9ITUwKpUtnd2VPQwhb5OhSKlt9jUP4TEShsRzblMLK5Qc8rBU6SWqFiuFzGcR9ni5kkvgeTbjMFYNI9OET2D2cB+L8PfU9fgiL4jODQl4ddjQCaVhMqBNJ+Q2V92Ut+U8VBd7mMzqK/9qi+KSTq4vpRPtP6RcSeVD7qesAyZRaITXmZGOFgIoAyZSgvP1kdQQWYVFc61fYU+iqKRABbJV/LSmNruRNpR/L7fBkhzaONyJIpORGAL2/dhkKhtFcE0IgsL2NjpJNBe9ZFk2v501tBRETu1QglIyR06TDLwqiWUZg0YTwcicoErWzCa0fy26JDOBSJAU/z8jf3Zgpg9icAlbXrR2okL82IFBVAkb6Exl/9BaDhHhU9Zh9/BZXqZgoZzE+i99b/PEbQSTRWbFfhKMLc5BfK+Iis8hIViv1tNNczEUBzLSPQomIx9FOQb6giLTiBfhAJl6Xzf/j8b58NizYyonL6CUnzPIgwM2yjBTkyniTCZaOCxx97DGNQwtLrv4IvLPq/KOerQiol0VP5AKPTur7A1Q9TElF1qgJQppujvpffNzU1qY17erq02lgigLm05CjmdBlG28rg5FNm4oST3qnjPutUx7wpvNGIaWSNbLm+mV72x1w1AmjSOGQfv5G6PNL+9LBUBHd1F/ReAlx+mkCw4ok/DSzRbwcjcjZGtTTr1HE+m0bnnnYUgr6hxhciaN815x+H6K86L1tvBCgA683jB+l+h6sA/N8H/yOMqMgLOhr1kJebTjsFQk1y3rRpsxQDOEChXEFHt6yJm4L0fpPKwArSGjHU/yRXL5g6dZ1gCstM+wYVif65Lc3nk+k0Uykr1b76koyIkGi0LPq17Dc6n0VjOo2XOruQtvy8Qdk0MpZKoVAqwsvltXmv5u/1S5wPX0g6zetPLVbFsG+LnFNWGjFfSx6WCJ0mXQPZxZ8cd7xGYaKNifsPv/52D3R4GhFtrh2K1UDQmGnahmzObzgtS7JFqo77X3dfQjD6M5/9G1Qt7/9X4XFGyBjBput19Fnbtnr3RozIT4wvzL1K5CwqMM29+FOfDloac+jqdf3ostbcVHvfmX33JaCF6VO/eRrZnKQdeLpGtNn637vpHakCNkgd0Miv4xe5mEjdK888hpbmBrT1VNeqNvdjUgakctbcj9pcSaEcNNN2gudEP1xElsozEXARg1LIBK+EMSOb8Gp7AU6xB02NjaiUenT5wRNOPA1Hv20amlta4MrqNqZ5tOPni1b94T9d2sbGkgigf/fCwowFmbKWY0TsSV5s3rawp6sH0j5aRpgR965pBh6IWxH+EvXLB22cJMtQIoBybhWUEi2Ua1X8aKxcryQ5ia6L0z597UAfC+5HAm+KAAXgm8LFnQ2B4SgAn3tgFewgyqdCLFWN7OkfZ9vP4QvFgyS4ycoKLpDJN2g+XK6hSXuTyc+L5bKew0R/TBRMziFrxKqACnLIrIL/x16nlaUZbzqLxuYR0pUiyJkKpvcizZ/7i7bo6GxtyCFluWgrVCtVVYDoqgwuUtkMXnplmxZ/6AstsKf/CFfBalfXnw1eiSEDWdc4FICyckMup8UDR02dqpWufSJcwclrEX39jxG7zLJgUVFjRJa5ruQCGk7R4od92RAKgyC6GRVZb0YAGqFsWOrqK5F8w3DKNxAfRuxFVi3rU7Ub2h/s4DdX7punKNcqWw4aHAcnHn00Nry4Wau95dpaGRvpIxjaZQqagt+J8Njw7DPIZOVDCLQ4Kdz654cG0dTofcnxuUy1cbl8/8y6h5GzPFRktZxKNUdVzmueB7NWr5xL2DllT3MDNSIYRNx0jAXFNdEPYVKoIyKwIQ1MnjAWv31pq0bv5D9pkSN5iIWSrErjYOJhh+G4t8/AlClT/Op5t1pUIrY6lYJfTS3rLaf851r9HsnNNJXbUhWfkQ9qsmpOR5cKQMmZ1P01qlvWSKvpNShV91I4IpE/nRrWD2NS6BJkpoZL0rl+yxtZ6SS4d/neK/trLZ/52Rv5EiKBg0aAAvCgoayvEw1HAfjsg99HOmhroi8Er1r1qwIw7Tdo1rVT7SwyuSzsTFpX2pD8MJn40peZSWLXfnV+vpxOOQXTTLoecFHyhqqVo35bkOB7SSa3bIybNBnlov9SkWlXfQlGEpeiAjAa0VFbJWohzXbdPLwggiE/V3GSsvF6225s3bGrmt8YFLuYUVxLBFCOqZTKOPaYadrDT6dgA5Hb3743+7TsS7CZqWb/fvtOz4ZiThr7GnErwjzY3kgAKueIwHqjY/Z1H/3PbaaxzXmNH0oSNg7Ghn8PVftMrz8VtMGPzXndYFrU5B+a80qKasapYNLoUXhld4cf+bODIqAgXcCIrKhwM/YJp6c3Pod0xl+FxXKruZ7a/zGymQ81GvULchRN5XU0b/blFzZi9yt/RCaXDwWg8Vf/CGDYkzJoVSS/l6rx0L/9feK4YZug0aNa4JZ68Xp3CZ6sGZxNoVIsIC2risi9axGUq3mHIhqnTp2Ko992PCZPnqzPs37wksiqaQMjxSlBBNC1qrmZ0vpFtsa8rLYin/Ms7G7vQlnyhQPFqH5BKcz/E8FXdCrISqWyNNcOOoNrhbTtF7JoeoJW2RfVFskLNMtKyocqqSKOfrA45T0nwzr+3Df7GHF/EuhDgAKQA6ImAsNNAD7536v81RTSeX2pyJStnfYLM8Jq36DiVYEF70ad8tH2Lf4mf9TlRaYiT9YClrYjwWaiU1EhEOZt6ctJREAKXjqH1tbWYAqvb6WiiksTCZJ6ychaqFERpPlZWqlpwZZVGTJ+tCPdkMHzv3tBl4iT5dv6bNJSxAipyO8k6d1EXaLXk2MlAih5ik6lou1Bxo4bjbFjx6gQln6E0Xvf19d9bBYBLFEVmcgsOrCqC6yoOIoKZpkmN8U5YcuXfYxkEwkUf76RYI76JHoaI5Sigsn8XnLVzGbyyaI+DveLTK9LhXHo8345hX3Nr84pixCpHtNvr0guZfTaQSehqn1BtFF+EBWORdcXWKa1zfbt29FVKqAkwitSAb+3wI70xotcTD7ImLEi/+byefxyzcPI9u6R6qmqiIm055F+mI3pPColB24+D5R6wuIbqcQ3hTgy1Rv1g/xcxoAIJIlwyrMm4k5a0MimrY0kwibr+6b8VWXkY5o5Tif1Ix/CpG/lhAkTcMoppyCTawnbGUnBipmWTZULWpg1clSLfoiTjkLb2zpQtlLaHiaM1uqaJ9XZglSpCFk4Rj6DqGQOlzj000p6y5KDKwLeL6bSvyWaXuHhsHFjsbPt9fDe5ffyAUs2YaJtGj0Pp1/G1Uj28SeAP3oDAhSAHB41ERhOAvCx/74Vo1pHokmmcTP5UPA5QeWtiYZJo1cjBitp/0XuJ637LU7ka1lOKrr1nw4MBUO/Vhw67STTlbAxetz48IUTpNiFpzTTQvIH3wlywfqLFP1el2uTHEJZJcKPAsnbZ9uOrejuLepKHhJh6LMNQABGX2p6HSk+EdstCyPyjZhyxGT09HQjnxfBVT17NCoW/XovYSG5V/rS1wy5iIDxX3jmBWtaqBhhtD+BJMeYHMADDfR9RQXN/Rqh0A9Y5NtILmSfudy+R4iAN/fsNxPa92Yqf+W3IjjCY/pFOuX35ndGEOvPgmlGc/aocDL76/0GQsIIQCmi2Lz1FS000lpYN8glNB86Ik4155RqciP6TG5g6A+JQBYL2PTYL1COFJyYVoS6nyz7VnHRlG3UpQ3DDziui6KuruEPJFNp3qdCOkg7kHY/8nNpRyQCyxRYyco0UoQkm045w88B9COhfdnLbjLdqh8WKhUcffTRmDZtGiZOmhKKQX2MLA+trS2olIvIoIzXuwq6Ikq00t1D9T7kWrKKTsr2dK1h8/dEBXuwyolW6Mt62UEDaR135RJaW0bghHe8HY8/ur6PAJToo/4N0KpyX8jqeXUKu4Iz5n3lQMOdvycBrahvaWmpSxKWt7+/+HWJ483d9HARgL948D+1WbFMueWlz14QUZAkdnlZRKuApV2FRBg0Jyf4hC9/dKVprtmibUr2Ne0ZfZFHv5ZUOsn5k4bJpUo5jG7tS0uEUbjoWq+RvDVfAEJbxoiAFC3V1rEHr+1+Xdd3LZYd7Qn4RhFAKYAJ70nWZA2KQPoLOY0yVhyMGT0a40eNQcUpacGzXEeqmaMCZF9fm58ZwdAi1ZHSKFjWmA1W1PBFTt+3dVQHRUVg/1FsXrbyooxGCvflG3Nve0e7qvl2+xVskUhs/z8r0fMZe/Z1T33PHRW/e/f2689NBUMgAlQ09tf2kQig2Td6jBFFEv1+4eXNOgZNBboRllERKbdrCm0cr9ooeW/+ss6wjcd/8RDSQY6r7GNm49V38szBwhnveid+9fh69FoNgUCz+/RZLFR8URWdfjYrhMgHEHk2NbpZcVSwyXMqz3G+uQny90pXLAnEUn8G8r2kL4jIlGMzQd6f3Ls0ezb3OqJ1DKYePgXvnPEnmDBurIq0Xi+FzmJBG5yb83qR3oP6w4pUDVeQSstz5ws2OaesPiKpEhLtk79BEpHVdBFpQVQuISvpC24ZZtrf+MC0kFGWwfn03nUeWZbmszDzfe/DIw89hKJn4ZzPXPfm/sBz77ogQAFYF24++Dc5bATgT3+szWLlhSl/O7Pyx1g+icvSU4UOrZCVqIK8PMpBBa9MOTVLv74Gv6o3G+0VKO3hIq1eotOO+xIgRhzIqhmNTSM0UmdysvTffiFAKTAxAkNFXKRdStTLEmmSPoRyeG+5gpc2/xG2LKsGVwWgxtciIk+PDSKAalN0ejj4eVQMhy9QK6UvzunHHYdKb1FXcUinU7rUmhSymG1/EUAjWozIGN/cgB3te+BKrpQ/O+mbFhGAvuDzf+5HcqrisH/EVfiLqDGJ9Qd6EqIiyr9u3+Xf+jAOpk99O6otU/oLyOj32v0tEOt7i9o+a3xU2QXhsmikr/999BeZ0dYshlM18hVpBRRdIk6mQ+HpUnnbdr7qr2Rh1q6OXFB+5kbGTrSBeP+CFel9KQ2cUWzHb598KhThJqdQ+aZtWF3dWDh/Hu66fRV2Ff2qeRFjhYLfYFw2kzNp7kMLOaRaVj6UFfzm5EYAyjNqmkUXPA8jR47UMVDu6qxOAQdtd8yUuFvy0zf0PFJRHVToS2NquYY+1zJ9Wykj35DT5eCmHfMO5EeNRsuosRgzorU6XiT/NjIF7OoawtK9SdrC+FFVnT1Iu3rORi+F8WPG4g/bt4XPtzyrkkohqwFJc3Nz3/osmZxgaUodaVwun5kkJ1MKVMZNHIfnf/d72LK8nitTyg7ks+rZ868/0GPA39cJAQrAhDn6yCOPxObNm/ey+jOf+Qy++c1vak7IokWLcPvtt+sfvHPOOQcrVqzQ3BazbdmyBfPnz8eaNWu0D93cuXOxbNmycB3XgSAZDgLwFz/9L/+F5FrKbffu3SgWe/XFIZEDETD6Xrer7WCMOLSk7xj8PoHNsNEi/fxk/VTT9FmaN0teUrASg5ILAAAgAElEQVScVn9RILECEQCy9m9zcwuam1r6NB2u7t+vuCHy7b6iWFHBJauP7HxtF17t2APHtVGWqVqJaFTKumybRE2iWzRoZH4nL5uM5yLf2IRCSSIwkvleFZ7yYjrubcfAC/ra+SLSL0Lpv9JC1Lbo19EInkY+gmbJ0fvrH1XrI/qihgehpX2xMVPBUZH3Rgz7sIyEYsMI7H6mevtPvw7keZJ9otHjaPWrsTEqAENmpn1IP1+KPtMPNcEHG0FUCYqBTHRQWfdflSVYlk1E0bZdr6K3WOyzgo25l33lU/ZnqcUgkenr13Zuw8svviBzm3DL1VVjGvNNgCNrzfm99zpkKb5SWe03rVD8Iqpq/0m5lrQz0rQLWd9ZcuiCfD4jso2AN/l28u+I5madHpYXX7lcknaaOmXqOo5GyksSHZf1paWCOoio6sJwkQ9b5rzyb9YpoKsiLVtsNGYz+rdDPhi+4+0zMGnSJIwbN85/5vTjpYNmO4US0igXe2XlYH8a2vPwtmlTkR89Bk//4ufqE3/lmmrk2W/67VfxCxeZYjYCMxtZAUZyCSWZOKVrGcuHvRK6ihUNuYpQNOOm4pbDsXHW3zA6ONBndLjtRwGYMI/u2rWrj1B47rnncPbZZ6uY+8AHPqDC7t5778WqVau0kGDBggX6B2jdunV6p/KHZMaMGZg4cSKWL18OSfqeM2cO5s2bh6VLB75oedIF4CM//f/tfQmYJFWV7snMyMxaunrfV6ChWfQpgrIoIzKu+BB1wAUdHXEcv6czKC6Mjhvg6IziE1xQVEZHZxx10IcKKOCCuOEoiggim9DQe1Vv1VVZWbnn+/5z74k8GZWZFV1dNFXZJ76vv+6uioyM+ONG3P/+55z//D8aGxvjP3nYOKByMJ1mCxcoRthS6P3LBNAltgde6eM8wFSKbU6A7aLePurv7eOVPMLGMkGIuiH/1ySGJ99KnRYsWkzZnj7Xg1T1Q21M+s2hz1YdHVoNYWgmufwY7R7eSyOFAhXKUAQRGgpYZQQBROJ8OwIo1BDnMSdIUW9PPw3nckwAq8pAd83ylWxpw5MSQmCeACIvKQ4BlO/nCR2VmH6SYqwieWz6XNsRQBGmNKmUz3ERgLc80WRrsldANDTcHAptGBXLcaLh1yh5bfd9+py0Z6HGSIhiSAZ9gYgmJfycIztTEUD5GZMaRZhlPDVUSaeiCTlEtfjo2Bg/FxoHrQxqkhe9R/ozIFs///EPCQbTeJYw3rlCu5ig/jm9VCgXeeGAQqA6FgEIvXq1jEmcz+ULFbu6I38cSq00F3TIPm5BUXbG7r4SHzjj3ZgfH6ex3ChKb3nxhgUzCGAFz0ao0joiFV6HN9QW/EGq0H4ODXJSiaqzb4HSVk+HxtLIsXrySafSymVL6OhVK2n73lF4SrHKWRjPcdRh/rx+VvmwYMM9gQ0O9HO5L+jyDDwkUlGpFcNzQlgb34vz58WTf27qVSw/iXKlMhvRJ1VRDz+nfnzg32dYzuBkr4Gu/L0RwFl+Wy+88EK64YYb6MEHH+Q8F6w4v/a1r9G5557LV3bffffRscceS7/61a/olFNOoRtvvJHOOuss2rZtW6gKfu5zn6N3vetdBHLJbc5ibLOdAH71sx/j1TqHkQKnvrCq4St98XMog9zxAyohLBxY4fM9e1MBK4D4P3zTWP2Dz1fgiIwohfzC9uqMJi0IvyLnb2DufNdFIBJCPFACiEkbOX/wgttXKFA1AVLrbC64K0gLBTCMq7Lo2cg7Q+gKLb6KFSSwp1ipwQaMDlu5micdYAE1UyuAOgdQq0NaPdJkmQmzFiU7EEB9PE24NAEUsqSHs1YBo6Sp1bDnc4p0LdFqkK6olc+3Cr+2O3b053JdE6LzKhSrFUE9vpowjiiA+B7ccybYqjVaVNnSbfAwXjE29wzvpdHxRihWQqNC2huGyc1hcPweBETOC/lsd/zPL7goA+REnqWeVJbGCmOU7ssQ4VmE/RJ30HAnGoaVoRKqimUQN1H30IIxrL6vNoyl3fU1vCpxhjgfPPtIucDvSsUCK3IgYCCSPLp1/qlSSVHlr8eN62JSC1MeQGhxThCiJWyMn42PjVCqWqZX/e+zadvoGK094gjK9Mzl9w1vlSLjUUIxGQpBYDDvDbxxDVUqO1slmFRX8L+GoXU2WXdm2N7onbHjPNA65xQWymhXiQKYhp9nwpNhjIV6wh0Lof8X/p/LYrz9bZduQcAI4Cy+k3jBIMzw9re/nd7znvfQLbfcQs9+9rNp7969nPMiGzyvQBTf9ra30Qc+8AG67rrr6M477wx/v3HjRq54u+OOO+gpT3lKLERmMwH84ic/zCQNpIUVAih+3NizYS3C4auEI3vyR/r/MpGDnUMCLn/omtAgS7Bn0OpTfyZgzzBYRCBMKrlN8xcuZ/sKnizY+b8BezSPrd0NaSJB3NMXSeAJGh4eppHxMSoUy1TEpMbmz27yR59i2SQHUKs54bWoMG9CPG/8BzFZ9PZkaO3qVaxchseLhET1+emwqP65KF0aQzmeKFFMAnBvMHn7EJjGRJMlfWw9UcvPJUyo1TYmMh06ebTDX4dPNZGKnoO+Dn2sCUphJNcv+r2h6hTJh2y6Tgn5YrxFLIJCJbLWsBIC4ZaQI8aI7pvLzwMqailJ5WSd82ExtphEp1xbRFZVfdoDq4u+i4WQQw5bygLId835n9t+yYRGlPa+pFPa4aqDMDUIdAbfzH2mna8mh7RrrsVgouaKPYQYumIKF7IVEoh/l6QbB4gR1nZ1HL9RsCLFJDgPVtCqFRobGXXpDDgW8v4QNld2P+i0IjhK+gjCrnwuSdTEw38JpLA5BzBdR8SAqH8gQdVCiQ5fvpC2DOaoJ1ulF7305XTfIztp7RFHuesVQ3iv2OH7UrUiDQwMcOga7323OXLL381/EPpt2PPgmQPpR9cfKIoot8b1IP1EUgTw4mGi7tvwubzKMj3rb/851jxgO81uBIwAzuL7d80119CrXvUqQk4fiCCUv/PPP59DAXqDr9UZZ5xBH/3oR+mNb3wj5xDefPPN4S4ocoCb/ve//30688wzWyKCY+rjggDCUX+2bV/6xD+H/nQIa7HCg1U4JkwV5o0SQOyXCpLcjoqNnwPv2efW2gwD9pHKSSFV2UxAvWlHJNGWDMoDwk/9/QPhi9eFjRqeKVMhgK4CEKa0e3mihi0FcvZcJXAtJIBNHM0XemjyFZIX3/mBJ/UIAUSHhXVrVoe9deOMgXYEqxMB1Mob5uA4BLAdaWoind4/Trzd+N529ORrfYVxCSATWF/I0ETaI6QTk3KUPOpv3h8CCDW3Sd1ThDAMEfpqcSbF4C1s6qM+x5gnWJ3GPhinrjCjQLtG9jH5YxIk7cw4hN+oRnY5gI1rAgbZdEBDO7bRAw/ewwQQ15RJej9LboEY8OFcqBrKlyM0PH7w0LGy5aqB5Q9+xr6WyrYG3wUCyGSK1W83flyXEGe47gimUw55IZYO+DndtXePs9HBvlC9kfbgCSasXPidEeYbpjj/EM8Ym2dzWLVZdcR3470BAtibcD6CixcvptHcOM2tF+iIY59A3/vV7VQL0rR0wRJejB999NFUT/eFno09VKFjTjyRHvj975kAuu4xGIG+xZ7kBtZcLiSTRoTT2Uqn4j5TQ6TCFYnINbiQstu/oY43rHfOeMMH4zzets8sRcAI4Cy9cThtFHhAUbr++uv5Kh5LAnjJJZfQpZdeOovRIvrC5R/kF19fkGG1oZxyqkM2hWIPpwCKkS2Hp6DwScgX5C5F1J/O0qK+Ac6D25PLwe+fm88LAUynMqECyPlmmNTRei1J7DMIoo5zQFso+YwDVdmuRA3K2qCuyUKhVOL8IUzkeNmPIZSFicvnM4kCGCWAQlSjRENsbloRwA3rD2MT3N5smkqqUrfT4JgqAZRr7KQAtsqXk3Ph81dYC7nGYgbJ+mIPMxUFEF0cNMmKhlNbkdFQhWth1aLD1037+RxUOV4rshpeo1cAZYLHZ5gQqHMVgsWkCGTG9znG92tSxao4VCVUlqZcikSofqEZrvdYHB0vuArbsss5E8xZBfQnzeeXhJbo8lAffuhu2r17tyNo6YAtUFJ1mIA7TGGYjU50UOxgMB5wdaur+k0h2QCkHeTTh4R1RbwQQYQ0+Zxr6NTjnnVY0ciG/rv6ehFazVfLFPT3UJZSVCrkCSbQtbLLM+Q/imC5fLsEd1zBGORqXBRa+S/Q4wFt+nqSSVoGZTBFlKtlqFYvMjlLp7M0PlbgRSAIJzbuROQrko855hhac8QGWrFiBT/b+HkQ9Hi1EMpexVkmMfFThTL1Kht649qhAlI1yfmXUAvRvxkk1ynqDk+dIysLliDlMDrtdZfM6ne/nXxrBIwAztKRARUPK8Vrr72WXvziF/NVPJYh4G5QACX0C72HFY8gSbVUgnrYiTbJk1zCW19AidAhYFb3Uqj2HaC+bA/7fjkXfqiIjgBK7p8mdiCWPb4f7erVqzkUnAmSlPW5P1HFRxMyPYlHhylPflAu6nXKV0qsWkC0gOpXKlW46lAmIA4Nh3ls7c2HJ/gChjOlIwKYDNesWkl9Pb3h6XRSrDSJ4clGfAvFBZhb2zVfmS5QiF4zK0GeDMnEHf1+mTSF6LUiUqxMIRyIUKZXoQ70NaCJRLSyth1GUdKpQ9n6dzIm9N9yvjqfsul7JuRPqq4lykInvCd+fGCshNXCflHSRAoVuZHzgSKOf+Mdsbcwxs9FeB98Bp5bCDli4xZARLf94lbKZlL8DILUQiXDH31NMj6YTFYTTFgT9TJbNz3hsNV090MbqR6kuXWiqHJCVKWanNBDGOQWuX8I03pCiUWF/i4xWcd34RlCYRfuQ25shGqlIlurFMvjPG6wD5R2IWqODDdyDZM1p1IKRnwu9Sp3KelL1WgkX6RiDe8bp9hJT3BRU0WZxOIRKSTZQpnq2YAWr1xOqw9bR+sOP44qySwVKzVK1eC96a4lSJQoW3a9kPM+hBx2JQJpZtkTFcUIsbtCKxBRfY/xDoRKWaIah83RSxpj+vlvtLDwgb4nZtrnjQDOtDsS83ygyH3+85+nzZs3h7k0uJkoAvn6179O55xzDh/p/vvvJ6wgo0UgqP5dunQp7/OFL3yBLrroIhoaGuK8tDjbbMsBvPqKfw7VPK5WhSLiQ8CoSGTlgtVAFy5iYuBtXuQljhAwT2JodxU4v0BHMFwoK8wV1N0ZkF9YqXK4nAtDEnRABFAIEFcaMutM0KM7tjH5Gy+WCMnwPIEpdUMS+92EtP8EkFWXVIoWzh2gRYsXcrK8bHEJoLYeiRY4xBlvQoa1oif/biKaETsUfX6aQIFwQE2JO94nO0et9sj1NUh3a0PsdjmAfFtbGDnrxYGcj752fY6ci9Zmk0po/FqfN/4fJYDR30cPyefkyT0vknwRBFfUlko0MpZztkORBRLU49t++XPKBAlCJxHcD5wzni2NGxNHuae1BFfMJhNVGujvp+e+6Cy64ZprqJIMwhxAIYF8LT5sy0qfJ4BQFVnVlLxYFZqXCnSHT4JKhSJl4RHam6Hc8DCV8mOU8P6AuD4mfxyKbfT0DjH1re7wO35WoerD0y9IUnksR+lMlsbLNSaAcq6c16jyFnHSVbSxY8+/Gg309lG56BTAWhDQvAWL6KRTn8GdHGBbBeING6r+VIbQ0QVunyB/2HDsQq1KKV/96/IGXZgdOX9CAPF3gIUWJWikkOfFaxXhdF9Yg3thRHCyt8Hs+b0RwNlzr8IzxcN7+OGH03nnnUcf+UizhxNsYJDLBxsYvBguuOAC/txtt90WvmhgA4NQ5GWXXUY7duyg17zmNfSGN7yha21grr78w1RLORLDlY3emwxkj1UHvMiRw4MYrydvyHdCorv8nyfldIYnO7wcZV/3excqjqp3/OFkkjYcsZ7DY2x74RVA0Et9bJnkooSl1QQvSeK5fIF27xum8XKRuEtCMsVt6RAOc/lO3q9PKT461DxhMo/k+oW/RyurdIYOW7eGKsgvlTYO+/HstFMAo555mhxGiV2r/0dJUZSQtiOoCDnK5MgV32rrRGo7XbKc3wRvvTYfiqsAyjiZjADq88a4brom/WU+91OrPnLuqBYVBVCHittdNz4nFfT4fhA0UdVEhcU9LVcrrBCiPy8TGCZ8Vfrdb//H9cjFM4lwJJTrREMp1M8Ftzlj+yLkEmboMDZOHqQ6Chd8hTBj5XMIRQmEoiUEEIQHdKrKxR2NQhJZYAjW6GMNL0KEhYt1GCsnacHAHPbfg1uCjJ2Erz5mkpdqqO5y7eIGwOdShd2MM2YvjI9RtZjnsLaod44AuiIQIZXJOpDCwq3urKJ8njH4JNS8SnGc6oEjfygSOWz1KnrF295Ff/zxLZTs7XcWOb4febFapBSOxZmD3i6GG5A3OpNwnibehZSgsXKR5vb1U7FUcnmOrOK6sDGen2e+7n378QawXWciAkYAZ+JdmeScfvCDH3D+H9S9DRs2NO0tRtBQAbURNHz/ZEP4GETx1ltv5eIPGEGDSEpVXhxIZpMCCAKI/HEhgOUgxZWNPUmXe9TT38c5MjxJeLWLlSEff5JJCMQRnncuB8sRR5lEJZQYJXIrV69mtQEkA5MCkuDRpgmqRJQAtiIvrQighIy2De3kHCJYPbDix9axzrRacolYJfMebu5Y7ZWhaLGHjAOc69q1aylRrVA2m2Gbiv3d2imACMfprap4i752rQrp8G47siZKqQ7xaeWLCUfCGYAjF/BACaBWKKMKoD62vqa4CqAonUIA26p+uiNK5D4nkcjnN86JixgbdyKA8v1RjGTsa+VMvkWOl62xfbOrOvXhexCSHCpTi3l6+MEHaO/eQVY82U8Q5A0hYb+gEiUT145OPCBBfT1u+dRfT1AxGdA4hyxdNTr2Qy6hVuXq6KLhFUBYOXH+L74wSgCrriAEGztCIRzNHTiSlOSVVZUWLl/IoV/4h7LihhApch8RbvX+mHzt3iMUxxL80kGK27tVkikq5EaoWhgNC1tCBc4XvQhpw+dT9SqlYTadqHNYFnpqppKgbBJdRKoUpDNh/t7cVJWOPfpJ9Ls/3U+H/6+ncd4gzP5x/HLdEUB0Ean6VndQAeW7XWFJnRb2Zvg+DOdz1JfJ0sDcubRn3zDlS0VXLOND+fBXBN7PfI0Rwf19H86U/Y0AzpQ7McvOY7YQwM9fgarfJNW9+sfkoV6mBei+kenhMM8IDGbRDzgNH7I65/ihryeTKiSP+2pJ1DRCGQBRwko8JCLeo43JiO9hi4rfw9auo0q97JLbg4AyyD+KJPTjtnPuYCR0KcNB1L7G8KjT7n37aPe+Ee7xGU5YkXCehH3d59yE6MiSJ4G61Zs/uFZBoDvA0qZWLdNRhx/On8WkJPlz4fm155NNIzqa0xaSkRbdNFoRnCixRlGDbJ18ANsROzau9uoVQpUIoQlG+vtjq4Eg9EmEM2sU+I4QULswqcKKRyZXLDiw4fuwyGAfSb84ELLAY8IvRpjQ+PsnKQZCavE7qI0SPm33CuFr8FXdeh++3noy9AcU5VIUqChJjPOK0mSx3YIGPwcOGLtsi1QpckEIUlC2bt1K5Uqenxdn3two+BBfSTkuGyV770jnfNe4pziPBplDJW8jBzFcCPgcQLleqJTYOHTMPoSuchikUzB3Vko1truZv3ABjedzVBjL877iCYhQr+QJhpEBP94YH9Q2e2Uu4UO+Eq7G8ybFGOjW0Z9GX+I6jZUa1cpuUUdUGhul9atX0qPbBnlRCfm/N5OgVC1JuXKZyugQUsFn6zRaKVH/nPl02ikn04oVyyjb18vG2hUUh6jqadyPusccz3uQca0eoYQOzOnnxdL4aI7JL1rzYXGJbjEoYHn+6y+OM0RsnxmEgBHAGXQzZtOpzAYC+LnLP9ggXD7ZHy9/hGF5Ekp6Dz80yMTPkF/kO1Hw70DmvD8gJhqoBwj3wlYCE0NIAFX7MUwCc/r6aeWy5TyJpIIE9aTSPKEhd0kmL5kohRC2I4AyWQlZ2bZ7Jw2P5py3n1LPJlRBevPaTgSwHbmR76qUi7RowXxaOH9BqIwynVQFBu0KF3hSaUMO41bc6vPTKhhP9G0IYNRWphMB5GtRdikyWbctrOjwgPJxQAArFdq5e1foU8fhPRhveN86uZ88yUNZwnjE2EgmQ1KISZitJpGuUKlwr2lN+kQJFIxFPYtLAPU1s9m5z/2L2trEJYDtFEnBV85Lvhd/a0PuAAUJvqoXPx8eHaKHHnrIed6ViyFGUQzQrcPZNwErZyWjSXyoahJMkF1eJZ5c/Uxp0l2sulw4Jm+oj6i49mt6H/we44RtZ5IJ6uvrY6VwFK3lSijKqrDKJ/6HEnVAbl6o8vn8QJeH58glyJYj5O7/7GdYHefK4UUDA7Rjby6sRHa/L1M2CKiCnEA290Z1dZKWz+mjXWM5qqK4o1qhaqFMlUSG9hULVA8Q8eAm4LR67Ro6bO0amjd3Di1Y7NqEQtXkxYj3IeSq54QLFbOHIq6tWqVF8+bzfrv37OF0EERPKiV0MkIVN9Hpr33vbJrKDulzNQJ4SN/+qV/8TCeAV33iEkrUGibOWgHEhAvCxFW/CAcjJgQSl0ixTUQiE/DvYOnCfmp+koHigIkGBBAv+NCGAok9Xn1YvmQ5E8DSeIHtLuADiFxDp940/LdE2ZNjtCOArD76JHPkHg2Xi0z+StUapX2ImicS3+IsnLSbega73Ck3AXNvBjCoRnK9HwaaGEAFWLl8GQ3097GyIZMmh72V+bMmeSrK6JQUHc5V56P3ExItI1HIp5509b9DAh2TAGoSqf8tCqDggnQJTOZawYoSmCjR0cfDJIx8WlaI1OLAkRa34HC5byrk7cHTOXNCEuSaQQbn9/aw8iL3QFI1mFz6jh/t2rGF16AUwKZFSAcFUN+TTiQv+hbR1xDFPxyHajwg50yul8eXt0BxFbZFJiZQCO+7/96mPFuIXhzahX+geP3556CJtEHZ8/1x9b2RPFlRABFexfkxGcPijauSE1xgIjiiYIz/nUox8UlnXRSBW0GmUpTL5birCHIDhcgxHinX6hH3UxRdtiDy9jyhAlhxYVXOQYZZPQhpPk+5ejk0uebzLZV4wVosoK93iQgh3WqNnrBsOd07uIXbWBZLecokAspXErR3fIyyyYDm9PdRbzZDo2M5Vvd70gHtyhVZjUaf+SOPPJIWzZvXqG5OesUTi83AWUylkWvs8xSDNKygylQpVCiRdFY4VXaartPpr3r31CcY++RBQcAI4EGBufu+ZKYTwM994sOcOM35b0kO2jZV6oriwGqKqvZFIYWEn8RAViob0z4viUNTmHTwyWSSLShAIBYsWECLFizk1Ti+OxOkqCfZ8AXUyg0SuPH/KAHCSMFkztWYvkIxGaTpgU2bqAivL/8zDnEpdWKCnYpYrkTy/nSe34QQnW+ZhXOYP2cOLVq0KLTziDWCFSnjSVKHvVSIW8KgrY6piYZW+aL7ai88VkD88cUwmgt1VBu+KJmLHg8TGqttvhWivleyL4oj9JauoS8yTIir3CFDKkMlRTKqoAmRxzGYHHhi2CBkja4q+ntE3ZJzymBRkc3yufZl3PjChmrR8N++YCLEM9nI9QI5CLd6o+qWz8+bAss5trv2dnY9rYii/ln0PuE4yMdtd3+Ak+TXVupFJliPPPIIk+1ypcBESXJxZd/QoNr76YHAwcZlDthfkApJeg0Kv6rgFeLKizNWRV0KiBhkcxgZsVfvGCAen6jyd4uwgBcR2Hbt2MrnFlpF+VAvzrUn48i8GFDLwou/15s38/3EohT5jYkqEy9RkfnZL7u+v2y3g8KdCtIziO11YOyPbV42S7lCkYoJZAoSpTJZqiEH0XcugcUMFMtMvUblWo1Gc3nqmzOXrx25y4evP4IWLl7CCnQmmaCC6r7CbTR920ycm/iGundao9PMaa+4KNarw3Z6fBAwAvj44D7rv3UmE8CrrviQVwrqXK0blwCywqL6/bLS50kar8oVAawn67wShkoAEwsU06D9Hoc3E1APiDLpFAV13zvYhxobE3TDIyw6GGDgzCvsVJJX17v3DtOekVGekHAOMqE2hX0j5EuO6fZVHnCq0jdKAOFTJsR43apVIZnQIdFOAzd6vHZqXtyuG53sYvQxtIEyDIQ5PM+Zms0x6AnXqy4G9x7J/ZjAxcMuun/0fLhFGtUolx/j9othEZXq69x8HxpGy0IAm4lP6+IacAsZhy4s7LzjcAyMQXwvxl9PNhP2oEY1rqht+AzUHkk3aCLZ/qLkZ5oA6v2i5Fe6iUTHQ5QAahKsSbXu7NKJALJaL506AkfAQaxw7aNjI/TAAw/Qnj17+N5JOB1WKjrXFgspkOOlPX2UzQa0C2S9Dl/B5vBu2SvWfN9B0D0BBMlvFKk4wuyKSnBfEBt1fYtBG7EIADFfMG+AVUuQUW7dVvNkLZGgbDod2g9xrqF/N8jzgmsG0YVlTBLt+JjgNfoeMwGsOkWQSSMfu4y6Ew5b49pB0Kol5zyQ7e/n98hofpwJYN2HnXFOIG4gjahxgaE3k22cUypJuXyeFmR7aMGSBXTqs/6Ckums653u8ysTVadsY6t4Oxs3HhqKrss5JnrGy9856+e8brwAI4DdeFcPwjXNVAL42SsuplQy619M7kWG8C4UQEmil8khzL9DYYcneiCA8nNQCJnUnYWLmyFczhZMV13+Vl/fAp6A5WWIVmlIykZODBuu+iIRmZD5GH6ykQlSk40ClKV6jdu67RjZi3pjbkeVSWWoUi2GxxOFUCYkfdsbqlJ8AohsNbzg4Q+Z9V0WWik67YYXJnKxVMEEBHLk2tw1K1txcwA7KYDRwo92CmArTFqdv0y+4tnWSgFspXqNlQq0G63DlMIp/S9akSE92Ve8oCjKE5OJFps0r2iQmsYEiy5NXdgAACAASURBVMKIRnFIw0JEyBCKTUBIkIYgxSaBUnoxxjVJk0p4nEane9+u+0onBVCPf93ZRbALn5+onO3PBRX4Mpbw3MGbjkkw8tZSNSZNDz/8MA0ObWPlLXymke9LdVreN4ee+ayT6Ibrb6SRasAhTb1xBrBX1RH6FQKI0DBoDleOV32FMagTDNZR2OULTOpcKOwIGBeKJBLc9hHFQAgLi2IHOxheUKbTXGUryh7O5agNx3C4/6677nLkDnY1NVTnupCyhF5RaBKOG1TvcvUwwszOVgb3PDMHFct5yuf2UH4M9jt1qkMpTBATVSiArNyhGpqSNDwyStmeXkqiujmT5n3SySo94egNdNS6dXTLr37DyuuyZcto1apVtO7oY3nBxIuSJgLoUHX3u6E84//PePk7DsLsZF8RFwEjgHGRsv2aEJipBPCqj18aWkjovD8UcchECSKnlT3k0sj/oR2FBBHFHn5fmZzwYsWLO+GVE7zge+fMoR6sjGsIIUrfUZjaOnNb2fQEOGHSS9apAo/BZED5ap19tzZv3TIhT09UPz6mzx9yE0HDMBfHlgnIvYkbyXiod5FN9nHVljWiUpnzgCQvsd2Qj5JWuZaeWtVZTqSSHBKt+lCjvu4Jx0Txje9jir913mAn8ha3qlgTuSg5aUXypHoT930yHECC0H4P7baSirREvbb192JEyMSNz8u/Jy4EtI9fszLYjphJeNLh1vwZyTnFdeEeSQgZCf96LHKnCL/JueGzqaQLG+tzx/8Zw0hRkD4/KH2yifWRfE7+DruEeDNoHsw+jxKdbtptWt9t2itVZ0UQdleoKi4UcmG19UCS2OC4kMACzj2rQpjYZw8WJzWicrph7lyre2slr7qG1w3lrtyoEJb0DPk944aFI1S1dIafCVbPxp2JNHosJwNneSPPIN4tr/zr19C+fSNMaGHYf88999B4bjcFiGZ4oodFIYq0uKij7I7BRCyVoFUD/ZSv1GjPyBhfHxeUoBq9VqAg6Tz+CoVxqpQKrmDFmzxjf4yLarHE7zgolxnIg3579XNeQPdtfJBuv/8uKiWrVB2ts7p43JOeTCtWr6M5fb3s0YhxqBegMh5coYvrvnPquW9ve1/tFwcPASOABw/rrvqmmUgAP3v5pWEIk19AXs3j0K4igCBm+L1UfWK/KAFkshghgPIZ3EgoiuvXrw9X/FDPUF0cKobcskp1MVB+YNEJkCfWhOvdCwK6ZWiIk7STQUD1iHqmCaAWSmSebFKi/HUivCMbErVl42pG39YKP1sybz4rFnw+auJtRTii34PPoIAGEwiMqXHssgqx6f2bHoTHmABqrPX3Rs9fX6NUqPJ99kpoq4cXli/bB3e4fsthB1i2gGu/qfCwhJRF1dEkUCxP3IEOnADieqXQQHLmGAPkmHmyi/+jSAD3UEJ9QpJl2Mg56orhaDheSKIb1woKRRSbFkB+DIRm0J6E8nEUrlFQmw+txjW6i4CU+4IQkCyoWVu2bKHd27expx06gogaK88+OwD4w9R8xT7vU1MEsKm63uW5isUPm1j7oi08t3qM1VMBq3JQZPft9fmi/FnXxk0WlrgfRxy1gY497gmILId5qelkmsbyozQ0tIO2bt1CWzc9TMXiOLenRKEHIhCcV1gcp1e85MX0n//5VSr6ha0oj2WQLxBAHgtlVgC5CrlaZsI8MoZOIvCXKfGxoKJmMy6cLOMngO/fqadQJpGgG358Czobs7F1LRGwrQz2X7JkGZ188smcE53waijOwTkhNIraqvUqnfYyCw0/nsTACODjif4s/u6ZRgAR+kUVr5A0V1yhqoBbKIDh5K7DvrB54Ypdl0WmFUCZMPC5VctX8UubQ20wdiYUfYBoOo9AbhkH+w81S3VSABFmgvoHCxHk+4GworgAioTeogSwsdL2aowORUohiD6JSDUozgkEBBPIqiVLmSQIQeg0PPUKX/4t1Y11tLuCh5iXG6MKYBMZjBBAnWvWljRGWqU1TbQRxaiVyieksJUiiN8JURJ7lnY47MuNcsutAldGNuKJnQigKIBM67zXn1baGtey/wqgc62TrTVp1MTLEc/mxRByxGTM4/o5TNnXxykBGkttt9PKFqjVoqHtQgJ5br5ohxVzeGf6XNdavSFZT/i8utdNSqHPZQ3HaMrl2woJAdnZ9MijNLhzB+E9Fi4Goa4hHw6mAOiGIeo/evb6PD10EJEFkoxryRkVU2UOS/tOM9iHj5POuJBuMkkD8+ayt97unbuo7q1ngDV7hSZSNF4q07kvezn7kLKqh57VSYRkXe9hLOJg/zKyb5g2/vlBGsvluFKazaOreXrt2S+ib3znOir695+Ejsu1aqgAsl0NPADR5SSd4s/u3jfqitIK43y9wAmEDhvOYaxY4tZ4fakUlcbHOcUDBDBfKlMFUYZalXqyzipL8oYPW38EoQc6GhFwgRWsaXyYvM5eO64d3Skvs9Dw40EHjAA+Hqh3wXfONAJ45cffzy/Z8GXOBrqqAMMrfnjBSTFHmFOlFED2+ZMXv6oc1uQPLzSsyKU6GARQWrxxTpYP++4PAczXyrR33yjt2wfy5zQf5BjFIYDu3NygipIm/r8KAUu1HvZlxcC/jBH6TXp7l46ELaJk6n1xDsBkvOx67NZ9C6ro8Rw5d5uE/ySParoJYHiPI6qm3E+ZzIX0Cx5QjKDWdNq27tjOLc7SWVRXNmTWyQigfKcQQJksD1QB7EQAcb065N/Iy2zYAUXHjuSy8f0rFfneIj+NyYovOGH1UKU5RLug6FB9q7xB/s4IAUwkStzGEvegUGgOSTfdD0UA0a9WNnZeVEVX3P83HG9YnGGxluaeGijegTKIUCvBhDmFNnFEWX9sVgfrjvxy+DaS04brDYmxDwcLAcRXymICZI5TR7Cww2Ixk6F5/XNoz9BgqLbjdyCA5Vqdzjn3ZVSsOiXeEbgK5xQ7ibJG5QJSTECeXOQB14CQ9+btfybat5fmLFjMn5fz5qIjqHAoaIFVEXoa86GqVCqPE5wGRnJjFKSzVBkdDgkgzlbGgfOMRr4gDLwDqhYKVK7XudIYBBAKYG8P0mZcribjErgoA/6ABB6x7jCOnHCkJFnjohWopfAY/ItXmG3MwaYGRgAPNuJd8n0zhQB++uMXh+FbsYtoTPoNBRA/g53Bgt5efnmhrVseLz9egeJFiYmwQf74pVdtVBzi2OhFum7NWu6LCyIlzeuR6CzfLT1+9W3Wapn8HEUiKOIYrzqrmgc3PhKG4sR3TIiC/hvnGW5tKn+jRFArJ3qSh80EXsxHHX4E5/uIYhcdop2UuE7DOc7nOlUEdzKZbnfsON/Z6pyjn5OJV9IERKXDhAbCsn1wkOqI0cXY2p2Tcwx0ljBuam2EEDVBbXU/WqlpzeOkuQK6Hc7RsSmEBscC39CbDu3q88YxQG6gIvf19DYtQqTlnnSRkfNudW+ZbGGBxgTDtTcr+STCprByh7xAHvsRwLSIjudWCJsQGyFm+cIYPfTQg7TxkYcpm0pTJVWjPjxvlSrneSI/tYrFHhxf6kRFLgCB8uX6g1cl57cGoui6iYDgYJOnVr5bwv6JbJbmDcylYi5P43nXAYXfX8kknfWSl1A+j2IWEFB3FRLOlXZswKXsC0TYvoq7l9Qpnxulhx+6l4ktqqR5sUewbsGZ1jjZ1pFHoqL3HuTCLQ73oqq5yudeyo8R3AHQWhJWMUIknUcjjK9dvnKV0lQuFqiv11VoR++X/F8WWDifcrlKxx57LCuESxct5OuTxeKprzBFMMar5YB3MQJ4wBAemgeYKQTwyssvCUO2Mlk3wraK0AUBze/poflBhvvnlogohxBGMkFpIYDQDH34l1WqenO/3yOP3MDN7hG+gUd0Br2EvZolqpYu+pCR0YoAQPkCAYQdxeDOodAvDEQMJrOyTVTjmtWz/R19+lyq5TJX9A14E1shIjyJtmlN1+n7WqqP/gPtCEtcArg/li77i0m765U8MlF6OWfSt3p7ZNOmpry//cElvLeR3D6kTEZJVtuwaYsqXY1/9F5MZr2jiZl8NkoANcEUhUfGp6iLlXKV80hBBqWrhOAbVTpbEVv8LAOSIjmLqjJXj89OY3QyAijfi2uQqnX+PtzbIEk7dw7SfX+6n4qlHKGwaaAvS3tzeSphn1YEsAIiBT9QEehqvB8IYJV7Cbswp2AVKoY+xxSt1KB4QjUfHh7h/sMIIT/9jGfRgvmLmD6idy/77XlDd3jwheogMiW9mh8keliJQ65dMuXIJ1TObdu20eDOLbRz+3akPFM6kebwM1cCe8CEXMJYulapsMIIElitlKg0nsfgbFQho/bE5wYWSyUq1tEyruhDwI2FjCaDeqxw6kyQ4Wtir8R6jdasWUMnnHAC22khXG0Vw1N5k+3fZ4wA7h9etrdHYCYQQIR9kfcnVXRC/DQBFFIIdQuFFrUEcl6yXOCB5Gm8XIsp6IFOAcSLV5QIJH+LsrdhwwaqlqocOkISNSXLbK3BE5Ey09XhzU4EEKaqUJLu3/go945NeFNXJhkqnKXDgk4VUkOwgwLY6jyig3f9unX8EkfYCZsO0cUlgE3h3EmUmVYPz1QJoD5W3HPdX5KG4yIMiYlZyAdCnyj8wKSt8/70saOkre29UBW3joA0CKAcox0BbPdzTS70OU1mvSPHE1NtHEcTQK1IapKKn4sO6qo8m0PKS+fN5VB6VGnUjjfaegbnLIso4KZxiBKoKCEMn7fIjW5Ko000q1PyfgDZ505AaUQNwK4D2rH9Qdp8zx/puS96Af3w5h/RWN2Fb1Nsp1KlcaqyzyfeGTiXcq3swuG1OhVBqtBL3Pv8gVBJDqCcHqudCeIc0loGod8q9ffNoyVz5tG+nbtpcO8eet3rXk+lYgWnw+8iYCCFWyFJDrv8+PzEWgVSIVHSjVt8hsdgIkU9QYqqtTINbX2Itm7ZTIPbt9LY+DifUqhyJ9H+De3wXFcUqITjYzkimEj74hpOIYAxfcrl+44Uq1Qcz9Oc/mxYfIPjSaqBHDtcaHBI2pFiJq/oqpJ2lebIZxwrOE/O448/nt70oa/YvPsYIWAE8DECttsP+3gTwCv/78XcCgmhEbFAQO6JkDf5O1TmfF4fv/BD2xcEbB0xlIlTLAy4QCQZUG82S6tWrGTPPz5mCh5+3lKGaaNb9bcjISGZZHKE/Jk6h59HCiVemUsFYZO9i1J3mlqH+UEl39Ws+DTavenJmgmqUvOqVeQSpdjFf82KlVMaplMlXCHGLapBW51IpxDwdBDAVjjKRCjHl4mLDYlx72pVGhwc5MrfQNldxD2fpnsRqSjVlbaSH4jjtiM60XvLKWL+XgcpZ9gbKjAYs9w616kz7a6T81ZlYeELITQRixI5JiT+Ovi4qlONnB8IILrKoD0aW/6A7KqOI+3UYT5HOe8Jgd3mERMd8yGZ4U4/LmSLTc5VYxfeE/UegKcewtBDQ0O07f67aLRc4ZQRrWI6Qup8ALEVUXyCsc1V4QE/26KUYtzw9XCLuUZVcRWpJOw4gEaTRAmYx6fSNG/eAn7PoJIW+blZhBzUewGOAdKlRDruyFgJr93bu8DWhskighpCBrnozBHXvUPbWCF86OEHuChmTk+aO2NClUPhBwypoe6VSsPcXjNVgTLoLhq5iaVykYbLzpy6pzdwhR0+51SbbbPC6Lv2SGFKq/xX2N+gSw6KUPCuQqs9eJNeee2vp/S+sg+1R8AIoI2OKSHweBNAWL44mxdn1eGIliOAE0PBjrCF5DBCALknsH8py8SAF+WCeQtp1fIVPnnaVd/hpZxNQ6VDjpSr9pWtFTHSEyYmH3gT7hkeYZNnWcFrFUW/5PlFHo1nKUI3FQKIUFUmCGjl8hUTiMVUiV27AaSPp9WbydQoOd7jRQCj18N+aKhgTCVp6/ZtvhME/O+avRfjPEiTYayVOBkLcUOfmgAin1DGvEz6Qk7kPKPqGn4eJYD6uYiSplDNUQQwOqHLfcfkv3jxYs4RhHqmn4vpIIDynDDp5UYejfxMXrxhkcai3ERfwXAh4Aem+39jUdjbl6HvfO+7fJXokqGf99AIGgSw6gor6vhuMYz25yEEkAmwJ178NxMipJ743L8AVjwDlMvlCYbRUMXOPvtsKo4VmgggFq5MotW1apXNkXFHWKHksUWNrzp3i2KnDDKJI1QoS5FJjcZH97EyOLh9G2155H6+pkw6ycVdUAZrhTxl0gERegDzYnacxgtQ9BwBBMkNz0UUUF+Eot9vuC+yAIb6KfcBCiB6nYeLF5Bm73MIvfmLN90T51GzfWIgYAQwBki2y0QEHk8C+NmPf4ASsN3YDwIo5I9ffr7ql3uiImTlCaHbx00eUCyWLl7GkxX3vOQOIK6DB1z5U6lMaPWie9G2m+DxQhyv12h4ZISG9uydkDvYZO/i84X4ZdmBADaHFp2yIxO2nlT1OcH4d+3qNS2tXiYjJ/v7HOjzkxwxPr8ZrgBGrxNYcq5SuUT7RkdcdxNMnijg8YpbMxlvvmlt70Ukz1LIiZAYHS6Lg70mgLDnkOpLfBapC72ZLI/jdgqgEEDOZePqcUd2Jrs2UQj5vCPKXmiRwmM5QSuXLnMLNIRHY6QM4NkK27BF8NKfl+px/pkySOcFoeds0UYr+nlxF6pNsV1kwW0wNt9Fv7ztZ9xaUjDBsUGB5PjIDw1JdqR4RQigS0Vp3E0UluE42UyfcxWolyk/hpBskgkgFh5PfvKTac2K1U0EMAXfPYRYUdEbwbxBBD0B9CRMyJcjoBghLqxcLrqoALRcJl1J9PSB+XeCSqUC7RraQff96R4aHt7BHU3qpRxKXujZx59At91xF+0rFDmioRVAqX6WK5XiEdwDtqtBSz8fOse/SxECWChXXPgZ1jiB6ybE40sVmPzHj+6N81jYPh0QMAJow2NKCDxeBPCqyy9mc1h+EUO5815ZTvlzNguSt8evblH+fLiO7QdU5w9W31Q7Lfj4YcV83DHHUg1EBb544IxIWpbQL/6t++tqiw3/c1aveCKqUiKVpUKpSLtGRrgij1+2bUJx7Uif3KR2k3G0E0iT9QvP5RUOVy+cO88ZtKrvbzUAoupdnEGi23uxEqJyFLUio/P+4pLOKFnoREomO9eoqhXFVhMF2GXAGmO8VKLtO4ealKtokURIvjsUB2eSziMN46mE9AW0F2PuUSfpRcvjVhEk+KXJpI7fSbUw/o1zQM4otzz0nnkgq7niOJNWfBesW/qCgOb09lHg/fVakcAobhrjWq3RX1eIk+wvx+JcLhQVqBCznrSxP4pDePxxtNgBFVcRjo4VjYm+Z9G+xXrsCFlDtWxIdKWjiQYglWTVDPemWC3SnDk99N3rrm1aOEXHJAiQkCy0jJN/42+uCg7Dr41UFSwkpI1kPp+ncpG9VsLFHM6hJ5OlF531krDoAr+Xfr24995vPfxcQ9lDLp8r5JAxxZ/lvM2J9jqoJsaGYDPeFQX0tivDOibB78ASVWjf7l208b77aeeO7fS3F72ZPvOed1O5XKS9JVQ8wwg6oFIC72GYeFcpgM2LJ24YH0L+uLex7p6jCqIYh0qN9xVCL7dGQs/y/6/88I+TPe72+w4IGAG04TElBB4vAgj1TxPAMDePuxk4AtgoAlGhX2/xwqt6X7whoWK8bKRn7eLFS2n50mWc4IyXj+vr6+xkdAs5vFg1cdAKl5uknckHr/yTKdo+uJPy3mAVxxXFT17WTYSrheqnv6vVv8X8IjyO8v7jlz7VaNGC+bRw/oJGE3nlxxcdBNNBAKMm2PIdM4EAthr0QuA0mUDCPCYqTKFbB3eEifg8xvyEqY/llLP2NxBV5rJhwtUEEC30wk2TKGU+zGRC9RCWyTw/Ps6WIShakbEoBAtVlb2ZNPX3oFWX+452BLATIddEDyq4Hoeh6uQvPUoChQTgM6h4XTgwr2NuY5yXUrtr0ONOXyv+LWSTFyj+S+SaubjLb2yH4/MVYf1TpzK/Nr7//RtC/DSxcVg3MEl680E5tngRMkmuOh/AgYEBroAF0cF94/eGas3Hlim+Pd7SJSvopJNOcu8kWMWgChdeeymoeQ2/v4b6h/AwOn24QhQm7W26+8hikFNU6nXqxeKwWqMCwr04dr3Gbd56a0nKFceokIAlTo16agnK5UZp48aH6JFHH6atmx7lhWZPCkodFEaOdzc6pfhK5ZCgep9DPmevSAIDhIARaQ9VP0VWpeAuVBixyPRWXl/+kZHBOM+N3scI4P4iZvszAo8HAbzyY+9zIU7ky3gFMK1MnDmk61U/+VsrgJJHUm8yfnbHwwsFRqXzBuazGoNQDXL+MgEKJlzSNlvetrBH4UnYv7hlQgbB41V2kKZHN2+hMsIwSh3hRvNqkm86rlLOot/XfoJ25yi/RwWzbJjY+nuytGzpEv5O8fBqpajoSV3+HVU62j0CUQVwthFAXJe7z4rAJWqUTKVp09atnOOF30toEH5rGiPB05UGtd5CldDnqjURwBZV3Tw5egVQyIxWALF4gWKyL58LiT0+g8puCcGj929fb5b6sj1cgCETfpQcyfW3PHNf6R6qfwllfC0dZ3zOalti5hU/4LdmaSMHtQNfbjqV6DjUCmCU9OkP6s/Jv8OwcIsQPuOCQn+vANZRpJGCkXOCrrv+2yEBnIifCpn79nFyv2G0zItI310FChjIn9jEhLj6MRBW7+Ic6kS50XE677zzeOxJ3hyHfpmoKmuopoVDMwEUgslKZIubLArgov5+qhbLNFocZzNp2MEgHB3AJguSc9rZ0qCqBAUg6FACxQ/egQ/cfx9te/QB2r59G1WqJUr5cYLrFpIruMFgOySsNW+Xk0i4riYVlwMo90JON6oAohsJh91BdBNEX7n57rbPnv1iIgJGAG1UTAmBg00Ar/rYxby+hmUKXnxC5tqpfrgoSazmnJeEU/FcrourmOXG5zAzrRGtWbWaMFGipytejqh8g2VCOKkrchW++JPOAoP9siTZG5WTqTQTPmwbt24LrRBaqWryuUa+UeN2REM17jdt1KWI/QaHn9HnFflFqQR7bGHi0N+DF2dIGDF5KwKiw3JoMK+VBd2dpDkPsXko+SgY/zDQcao2hSyTDUStlnZSqiY7jv59O4LNRJBDVhXatXcPFYrFEJ+QBOomy/6gmlyFY6epUKgzOWx17pro8CTucz1xP0fy41Qsl7i/bRa+lMiZymQo7S1D8FlU4fb2ZtnDUqtcMo73B9foufD5+IIJvs/IcVNKk5Bm/I6bM3oFctWSJY0iqKSzN2FiwsrqRBTwu2hoFxWmmPR1X2L+noiyrdMP9LnpXFTGAm0JWxBCRBkQRoV6evtvf0G79ux0Cn8CCm7DsxPvIjm+mEuHJLx3DmWyae79WxhxZJ3tXFKuG4+kBbAFFJ5dXJdnxpxHWa3RCU85kVatWsPgYDEaEm3VUlCPP0GxYcXSqGJGioFs+AwWpBK+x/PdGBM1qlYqvHgoeONzuVehulmr0djYCHcXARGslIucbwpSNrhtI23evJk2bX6E9u0bpmQK3Y2gSCJ0DUop6p+798ABxLjIRSW+clqNJ/2+wvkXPXGUa5HzxvvryzfdtT+vgkNyXyOAh+RtP/CLPpgE8OtXX8GKI15SqTQ6criXvCN0bmUtE7asuPn/qrMH4jdCANnvK3B5OHjJrFy5mt34qzB4TqGXb5J7YIonINOuCAHkCcO3bEM1sIQkEMbj1XsiSX9++BFKpIOQHLYigOELq0U4djIC2ERevAogP0OLMuQOoSJx1bIlHOJm8qtfpjEJYPSlG9cvUCs7orgI6Wg10U42KveHqEx2LD35tSKEcr9TqYAe3bI5TLgXpYbHX8TGRcZJ9Dy1otip7qEdqY0qapoAog0XlBUogEE9wYsYHtee7OPfTAjTKZ6UQWKiipg+X02eWiln0XNxz0FjIRHtJhPNCZRrXLFoUdhKka2YVOu16P2Q302wREJ+GxOx9iHt6DhodU3RsRC9D+LtB/JcKI7QLbfe4sKrMFROurQT/KlUaryolPcM3gN47vAnSARULBWoUMhzJxGcB9uioHCkSUF1+XlSHcwEGx042JC5Rn/916/l3M5SoZFvCMKoiyNkHArxbVxPo7K2qZoZAhoy9nzUQn7nxroLHy8YmEvDuTxDFb1X+J5y2aUfIFSOvOca2s4lXJtAZ6RepaGhHbR1y5/p3j/9kcqFcddzGTY6fNSGPRGOUy45D8JWCw49BqEARsckf4YrzVP0lZv/EPdVcEjuZwTwkLztB37RB5MAfuvLV3LxBDQ1TnZXxRidCCAHbaWJfeBe1KwcplxVGV5cyMNZu3od5wZh8sIqFlW/PRkoEf7V1CZMJC9Ndur3VWp1XxkwuHM3Vao1KlXL4Uq2FdFoR0TCl/gEktFQAKMEUJMqhK+xAl+ycBH197n2XKKwhN8ZkwByn14V+i63kmgmGVJaURQSJdcYZzRqZaMdUYpznOg+0WPp/7uJPUmbtm7h1lzau64TAYzeUywoZOPCojZbp+vSkxzbkTDhqNBYoUhlhBNLRcqmXfs0tzhyaQ34A0PdZAIdLfonEMDohN6OAIbhuBYegpjB5dxxrdHFEs6dSYway4sGBrj4gZUvTwBlfLZCqB0REAKor0Mrfp3GRJRQdvLzBJHhgoyeBF377W9T30AfFSvFsAjNLUJdxAB/0kGGlVe8b0BkCvlxqnCRSI0JIC/uPCaSPuKKaDypBVY+ri34gQCefPKp3L0HmIXXrAhglPQJbm78NOxZmnqM+zEpecsIiYTjDQ8uIglsI9OcP6qfSZC+SqVM44UxqtRL/Bm8qTLUy9eJcDC+P5WsMunbtXOQBndupT/dczeVCnkqFyqux3QQEEiJdAkRYiv3UY8DxkVZEIULBS6yQrUxFES34PmPH5ga2OpZMAI4lVnDPnPQcgB/cuM1tGdoelwlRwAAGYRJREFUJ+3cuZMTirUC6MLA3j8rUvzBZE/9TiuAbGCfSrHBKvfPrDUq/jIZ55OXxArfN4FvNzFj9Y4XdqnspizsNzI+5ip90WyebQ7KTeaxmhzIZKFfpFGSONEIWuX2adUwQlaRItnf20uLFiwMc/4wwWgFJG4IuKg80ficI15o7R4HTfo0hjrRPS6ZezwIILAaHBziavMqQnNe3ZXrbacAamLLeClGMxUFUE9++LdWAOv1BJWqFRrety/sn4vzLlcanR04BJxNhAogV8KrrZ361opIyb6aKOoQsPjcydiWMYD/i1qDY/Sn07Rw4UJfnNAYl3yf1bk1PRsR8IBDKwVQj3FNDKPjVJtC43dCiiY8j6iC9WpWolbmkPtNP7iRevp72RZKvgOLUSiAHEVIwluvxmodLzbRno0XhzXuJCIEXp5vITpoA8nKOcLRVWUYjYKhZEDj40U655xz0J63oY4pAihhVCaXPi1FnjFW5qQziFqIiDqPEHg0HxMhfCwktXl102LEpyM4DKpULpcoXxnl3EZ+vyCHkPsGlymJ86w4exvYzOB5Qo/hTDpF5cJeNt2+9957acuWLawmcneWiA2RXohEyaD+f5BNUGEcVfDuvYwuLfOXrqbPfPWHNnsrBIwA2nCYEgIHQwG86bqvsnqxZ8cQE0DOt0sHlKaA6kGSOxbgxRSqfLCASaaoP53l8EM5qFORK+CIMtn+RgFEPUEL5s1jM+Qw7JuEV5pr64RNwsr6BcSiGod969ykXr9g3c8qtG1osG2FZRP50hWfk94BxLia1Ug+rxb+GRLm7U2n2T0/SkB0Be6EnCqVX6j30yFfftHrGgmd3xZRFGsonql7c2H/GT6fmCpYdCJvB1NcEhkl162Ox8pMvUKwAxovFGn37t1huoEmYqw++FQEmXhYJeKuDh3KuJsKR5pTC5rGhzpGMkJ8ZKIuVSpULFV5soTKVPFjkgm2r0jFeHA5gUTZIM02MIKXVuo0hnI9eIZCBcnnh4ZKnxorNc9wG0Sj4UcpRDGah4f/r1qxjM2KoZzF2iKV7aIAiVegEDEJCWs8W42lTuNLq96iDOL6gizwDNgSJpnEu8UV23CBR0+P89WDz13ZGRuHJIbryF17uP5klnoyFdo3WqVSolH8gGMgB5ALO1JJRzqrdYLiLoU/OCYUwKc88QRnTs49eRu5crqtnpBAXKcmtTw+VEGarg6OEq7o5zSh1kRQfo6flcpj7B/IpM/bGfEQiRS+cfam5H76AYDxykVN+3bTH+76PW3a9CiVxwtMLlGAogkuP6u+I4l8P37GOZNBjSplaTeHKv4y1SlNJ59yOr31g5+ONdwOhZ2MAB4Kd/kxuMaDQQBvu/U6l9+0ey8TQM79C5Cj5/P5QNaCRv7f0r4epxB6495RTBisGmYpUUuEeXCrVqzm8Ay/5BH6ZasX6X3aOJ6Y2IaTo08SZ++tmrM34AkumaCh3btoJDdKSa+uTEpeOvTxnUhUGgSw6VY2ta7SxrVE69esbWn3Erf3bjuSx+RYkT5dfRlVFLHCl9CZTCQ6bNOOgGmi1erfrSap/R3i7Ugjfo52f8h3f+TRTU2Li+h3yLXLtQm2UfqHa5aipYb5CF9F29PWHDLK8/G9sBdCD9lSudZEAKE4YUxCVZG0BOSg9WRTNLd/DpNTrcAKQRMyqMetHiv6WqNjAI+ZVl+k0EiIhyaGIUljQ/KVrAZBxZw45t1Pmp6jKRBAPe6iYMcmgD6sK+QinUlxLt8vfvlTJlbz5jlLm9HR0aZzxvG5hSDbuTgSBlJ34obDaO2a9XTH739Nj+4aCUP1jCtUeqig3owb4eIKN+5orvI/+0UvdXYpyLULGm3iNAGU6xPVL1QZMbikNV2LiuB2ZLnVfdTEr/FcYkwWqFQuUKVSYOLHtlq+KC2qIDJOSZcTKffLVTqD2LoUgdzYCG3fvpXuufuusIUm1FYQWfYU9IpnuGChMvd7x9iCCojiG8wNI7k8nXDyM4iCLNXSPfTeS6/Y31dHV+1vBLCrbufBu5iDQQAP3tXYNx3KCOza8mh4+TzJJWpUKFVocGhn089l4hKyJMpoSKK8stmK1omi3ETswDQ9yRGyJF+I5HvZkhHiIz2JQQDLFdelBH1TkYoQKtc+3IdzhRE0ipqQAygEUCZrrQbKucj1CaFnpUUpuO0IIOfz+TQDTSgFHz3xY991a1b5dmXNo6+dEqqtjUIiyXbDjX68TAAinUCieWTybXEJIHsCSm4fp5Uk4O5EP/rxzVx0g961wB9+oeGi0beXFOWTLWV8hOLYFUvp6BNPpj2bHqaf3Xk3fwaqofweC0q2iYLjCjwoUYXvQ6liAfPUE0+mJUuW+PHTMJ2OKoCaAPPiS8LCSgGM1qVHcdHkXpPyKJETjJwfYp2KpXEqFHJucQBlE5XUqtgDHDQ8dr3YnGdccsfA3eXcSA4hE/Wkk5x+9MADD3CoeMe2rYyfLnDje0AIHwN1KN4pqpaLHAZOBgkaHq/Sqc98LhWTPbTuqKPo1ee94ZB9/RkBPGRv/YFduBHAA8PPPm0IGAKGgCFgCDyeCBgBfDzRn8XfbQRwFt88O3VDwBAwBAyBQx4BI4CH/BCYGgBGAKeGm33KEDAEDAFDwBCYCQgYAZwJd2EWnoMRwFl40+yUDQFDwBAwBAwBj4ARQBsKU0LACOCUYLMPGQKGgCFgCBgCMwIBI4Az4jbEPwlUOF1yySX01a9+lXbs2EErV66k173udfS+972vqaXQxRdfTFdffTUNDw/TM57xDLrqqqvoqKOOCr8IZsUXXHABXX/99VxlBXPRT37yk1zVFmczAhgHJdvHEDAEDAFDwBCYmQgYAZyZ96XtWf3Lv/wLXX755fSVr3yFnvCEJ9Bvf/tbOv/88+nDH/4wveUtb+HPffSjH6V//dd/5X0OP/xwev/730933303/elPf2L/O2xnnnkmbd++nT7/+c+zBQGO8bSnPY2+9rWvxULECGAsmGwnQ8AQMAQMAUNgRiJgBHBG3pb2J3XWWWexE/wXv/jFcCeod/D6gioIXyWogu94xzvone98J++Dm4zPfPnLX6ZXvvKV3G7nuOOOo9tvv52e+tSn8j433XQTvfCFL2RvJXx+ss0I4GQI2e8NAUPAEDAEDIGZi4ARwJl7b1qeGRTAL3zhC/SDH/yANmzYQH/4wx/oec97HquCr371q+nhhx+m9evX0+9//3s6/vjjw2Ocfvrp/H+Eeb/0pS8xQdy7d2/4exiMQh385je/SS996UsnRcUI4KQQ2Q6GgCFgCBgChsCMRcAI4Iy9Na1PDE7u73nPe+iyyy7zTbarHP79p3/6J/7Abbfdxjl/27ZtoxUrVoQHefnLX845gv/93/9NIJEID99///1NX4LesZdeeim96U1vmvDlaMmGP7Jh4Kxdu3aWoWenawgYAoaAIWAIGAJAADUCaGV4KG6J+qQNW2ceLN/4xjfooosuoo997GOcA3jnnXfShRdeyArg3/zN3zxmBBCFJyCHthkChoAhYAgYAobA7EfgoYceoiOOOGL2X8gUrmBWEsA1a9bQu9/9bvr7v//78JI/9KEPcf7ffffd95iFgKMKIFYO69ato02bNh2yK4gpjLmWH0E4Hfd18+bNNHfu3Ok67CF5HMNyem674Tg9OOIohqVhOX0ITM+RJIKHNLD58+dPz0Fn2VFmJQFctGgRgfDpMC0qfv/93/+dG2RLEQgKQJDnJy8ghHejRSCoID7xxBN5H+QUvuAFL9jvIpBDOYdgusa75FMalgeOqGF54BjKOwOhIRuTB46njckDx1COYFhOD5aGI9GsJIDw/PvRj37E9i0IAaPY441vfCO9/vWvZ/sXbPj7Ix/5SJMNzF133TXBBmZwcJA+97nPhTYwqAjeXxsYmyAO/IG0h/HAMbQJYvowNAJoWE4vAtN3NHtXTg+WhuMsJYCjo6Ps6/ftb3+bhoaG2LLlvPPOow984AOUyWR4dEAFhBE0qoURqj3ttNPos5/9LFcNywYj6H/4h39oMoL+1Kc+td9G0EYAD/yBtIfxwDE0Ajh9GBoBNCynF4HpO5q9K6cHS8NxlhLA6bn9B34U5AQi9Izq42w2e+AHPISPYFhO3803LKcHS8NxenDEUQxLw3L6EJieI9mYNAI4PSPJjmIIGAKGgCFgCBgChsAsQmBW5gDOInztVA0BQ8AQMAQMAUPAEJhxCBgBnHG3xE7IEDAEDAFDwBAwBAyBxxYBI4CPLb52dEPAEDAEDAFDwBAwBGYcAkYAD+CWfOYzn+FuJDt27KAnP/nJ9OlPf5pOOumkAzhid30UBTLXXnstm3P39vbS05/+dLbnOfroo8MLLRQK7NWI7i5Iyn3+85/P1drLli0L94HRNjwff/KTn3CFNrq94NhBEHQXYDGvBvZGKDx661vfSp/4xCf4U4ZjTPCIaOvWrfSud72LbrzxRsrn83TkkUeyhygsoLCJg8DVV1/NDgJoK3nVVVfRUUcdFX4JHAQuuOCCJgcB9BjH+DxUtmq1SuiOBAN+vAPhxgCLrve9733cctOwbD8Sfvazn/Hc8bvf/Y62b9/OjhYveclLwg9M1xiE9RkaJtx+++20ZMkSHrP/+I//2DVDtBOO5XKZx+L3v/99bg4BT8/nPOc5bA+HsSpbnGe5W3E0AjjFRwH9hF/72teyh+DJJ5/ME/E3v/lN7i0Mw2nbiE21X/nKV9LTnvY0qlQq3L/5j3/8I3sx9vf3M0Qgdt/73vfYoBsPKGx5kskk/fKXv+TfY5I5/vjjafny5fzCxMsSuP/d3/0d93M+1Da8yNHTGt1SzjjjjJAAGo7xRgJc/5/ylKcwdsAMk+KDDz5I69ev5z/YsEjBAgO9wg8//HC2nLr77rsneIhiLMKLFBPN+eefz+M8rodovLOd2Xvh+UP7TeAEP1aY6gMH9GV/y1veYlh2uH1YfOAdhyYEf/VXfzWBAE7HGITNCWzPQHqwYMQYhlcu5ir45nbD1glH2LOde+65PFdAoMGzj0Uz5hSMVdnOPPNMnlfaPcvdjKMRwCk+BSB9eOFfeeWVfIRarcatzLDCQps62yYisHPnTibHP/3pT+mZz3wmd1jABIxJEw8qNqiFxx57LP3qV7+iU045hVWas846i7Zt2xaqgiDdUHBwPPF9PBTwzuVydMIJJ7BCik44IMZ4mRuO8e8+nk1MvD//+c9bfki6CEGVRichbMAXinS0ixDIuKiGN910E73whS+M3UUo/hnP3D3xXAKXL37xi+FJnnPOOaz2QxU0LOPdO6ilWgGcLtygWr/3ve9ldVbekxj/3/nOd/g9221bFMdW14dnFlG6Rx99lNauXUv33nsvHXfccayQtnuWuxlHI4BTeApKpRL19fXRt771rSbZHqFJhIy++93vTuGo3f+RP//5zxxGw0r0iU98It1yyy307Gc/m1dmuhcj+itfeOGF9La3vY3Nva+77jq68847Q4A2btzIzbvvuOMOVnMOlQ3ja+HChXTFFVfQs571rJAAGo7xRwBe9kgz2LJlCy9EVq1aRW9+85tZJcCGUBGUQHQXAsGW7fTTT+f/I8z7pS99idMWMG5lg8Ld09PDUYCXvvSl8U9oFu8JBRBG+2ihCaXpD3/4Az3vec9jVfDVr361YRnz3kaJy3SNQURKoF6B8MmGNJq//Mu/JIQ9FyxYEPMMZ8ducQggOohhjGKeRhQlzrPczTgaAZzC2IYahYnjtttuo1NPPTU8AnIrMKn8+te/nsJRu/sjUEjPPvtsfvB+8Ytf8MVC+UPICLl/esMKDSE6hEEQqsBq7eabbw53Qd4WQsjI7YB8fyhsyJFEaA0rVRANTQANx/gjANhhe/vb304ve9nLGE+EhaAqg2DjmUbOH57xFStWhAdG2B0TDFI/QHwQ9kS6h96gbl966aVNPcrjn9ns2xPPNNI6LrvsMkqlUhxawxhFuBGbYRnvnkaJy3ThBqKDFAaENmVD+g3C9fgbkZZu2iYjgMiTxrN9zDHH0H/913/xpcd5lrsZRyOAU3gCjADuP2jIt0I4F+Rv9erVRgD3A8LNmzdzeOKHP/whPelJT+JPGgHcDwDVrgiFAUtMsrIhXw1EEGkH0zX5Tu3sZtensCi56KKLODcXpAIqPZR7KIBGpuPfSyOA8bHqtGcnAog8XaQnQPm/9dZbWf0zAmidQKY08iwEvH+wobADYXFUbGFFKpuFLuPhiBAOwopQWWSD2oIXHgpmoI4i0dtC6ZPjifSC5z73ufRv//Zv4c7I8UFOJaqDpyv8NvmZzP49kPOMnDJUmcoGHJH/hxwzwzLePbYQcDycJturHQEE+YOCj/GIOWfRokXhoSwEjIxT2/YbARSBIFQJ6xdsCIcgqRRkx4pAHJwYWiiKQYIzVl3aRgO/l+KFr3/967w6w4awGiT6aBEIqrSkuhp5R1AehoaGDokezKOjoxwG1xtC58AJxTCYiFFMYzhO/hi/6lWvIiiquggEuaZI24D6Jwn4KABBnh825FFh7EWLQFBJiCpObMiDQ9U7FAZtMTH5Gc3ePTCRgvBB3ZcN1dOw1HnggQcMy5i3tl0RyIGOQSleGBwcpHQ6zWeDkL1Yc8U8vVmzWysCKOQPlf7If8R7Um9SBNLpWe5mHC0EPMXhjVwghDmQXwEiiGrMa665hle+2sNuiofvio8huR75aVD/tPcf7F5QKYgNkwdy+TC5QpYHYcQmITqxgcGkilwjVLS95jWvoTe84Q2HpA2MDAwdAjYc4z8uCPXCjxK5elAFfvOb33ABCBYVKFzAhtxTeIVpGxj4gCFvSnIIkXuKiRW5g2IDg9DyoWQDA88/JNXjHYgQMApnkLMLqxFgaFi2H5eo6EdRHDYUsiFsjrxnFHlBSJiOMYgFNt67yGHDQhEWXLg3KCLrFhuYTjgihxfuEigWvOGGG5rmZeAsldGTPcvdjKMRwPhzx4Q9YQEjRtCoEPzUpz7FnoC2OQTEDDaKBxQCTB7YxMAY6pU2gobvn2xQv0AUoSKi+APEGxP0oWoEDVyiBNBwjP/UYTJAoQJUAaQkoCBEqoBxFDHhBSlE0dJpp53G1juodJUNVZRQ+6+//noOw0PBxvN/KBlBQ5mGRyIUfqjxWKSdd955XLkvk6th2Xpc4l0Gwhfd8G7DYni6cNMGxosXL+YFNshgt2ydcIRJuU450tcMNRDvUGxxnuVuxdEIYLc8CXYdhoAhYAgYAoaAIWAIxETACGBMoGw3Q8AQMAQMAUPAEDAEugUBI4DdciftOgwBQ8AQMAQMAUPAEIiJgBHAmEDZboaAIWAIGAKGgCFgCHQLAkYAu+VO2nUYAoaAIWAIGAKGgCEQEwEjgDGBst0MAUPAEDAEDAFDwBDoFgSMAHbLnbTrMAQMAUPAEDAEDAFDICYCRgBjAmW7GQKGgCFgCBgChoAh0C0IGAHsljtp12EIGAKGgCFgCBgChkBMBIwAxgTKdjMEDAFDwBAwBAwBQ6BbEDAC2C130q7DEDAEDAFDwBAwBAyBmAgYAYwJlO1mCBgChoAhYAgYAoZAtyBgBLBb7qRdhyFgCBgChoAhYAgYAjERMAIYEyjbzRAwBAwBQ8AQMAQMgW5BwAhgt9xJuw5DwBAwBAwBQ8AQMARiImAEMCZQtpshYAgYAoaAIWAIGALdgoARwG65k3YdhoAhYAgYAoaAIWAIxETACGBMoGw3Q8AQMAQMAUPAEDAEugUBI4DdciftOgwBQ8AQMAQMAUPAEIiJgBHAmEDZboaAIWAIGAKGgCFgCHQLAkYAu+VO2nUYAoaAIWAIGAKGgCEQEwEjgDGBst0MAUPAEDAEDAFDwBDoFgSMAHbLnbTrMAQMAUPAEDAEDAFDICYCRgBjAmW7GQKGgCFgCBgChoAh0C0IGAHsljtp12EIGAKGgCFgCBgChkBMBIwAxgTKdjMEDAFDwBAwBAwBQ6BbEDAC2C130q7DEDAEDAFDwBAwBAyBmAgYAYwJlO1mCBgChoAhYAgYAoZAtyBgBLBb7qRdhyFgCBgChoAhYAgYAjERMAIYEyjbzRAwBAwBQ8AQMAQMgW5BwAhgt9xJuw5DwBAwBAwBQ8AQMARiImAEMCZQtpshYAgYAoaAIWAIGALdgoARwG65k3YdhoAhYAgYAoaAIWAIxETACGBMoGw3Q8AQMAQMAUPAEDAEugUBI4DdciftOgwBQ8AQMAQMAUPAEIiJgBHAmEDZboaAIWAIGAKGgCFgCHQLAkYAu+VO2nUYAoaAIWAIGAKGgCEQEwEjgDGBst0MAUPAEDAEDAFDwBDoFgSMAHbLnbTrMAQMAUPAEDAEDAFDICYCRgBjAmW7GQKGgCFgCBgChoAh0C0IGAHsljtp12EIGAKGgCFgCBgChkBMBIwAxgTKdjMEDAFDwBAwBAwBQ6BbEDAC2C130q7DEDAEDAFDwBAwBAyBmAgYAYwJlO1mCBgChoAhYAgYAoZAtyBgBLBb7qRdhyFgCBgChoAhYAgYAjERMAIYEyjbzRAwBAwBQ8AQMAQMgW5BwAhgt9xJuw5DwBAwBAwBQ8AQMARiImAEMCZQtpshYAgYAoaAIWAIGALdgoARwG65k3YdhoAhYAgYAoaAIWAIxETACGBMoGw3Q8AQMAQMAUPAEDAEugUBI4DdciftOgwBQ8AQMAQMAUPAEIiJgBHAmEDZboaAIWAIGAKGgCFgCHQLAv8fXGMwpoY313sAAAAASUVORK5CYII=\" width=\"640\">"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7f9abb2efef0>"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"arr = np.array([bs.selected_points],'int')\n",
"mask = cv2.fillPoly(np.zeros(im.shape,np.uint8),arr,[1,1,1])\n",
"op = np.multiply(im,mask)\n",
"plt.imshow(op)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"gist": {
"data": {
"description": "abg/helmet_n_vest/retinanet/helmet_n_vest/utils/Draw_bbox.ipynb",
"public": true
},
"id": ""
},
"hide_input": false,
"kernelspec": {
"display_name": "cv_p36",
"language": "python",
"name": "cv_p36"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.7"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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