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1 | { | |
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2 | "cells": [ | |
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3 | { | |
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4 | "cell_type": "code", | |
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5 | "execution_count": 358, | |
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6 | "metadata": { | |
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7 | "ExecuteTime": { | |
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8 | "end_time": "2018-03-28T23:02:41.112730Z", | |
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9 | "start_time": "2018-03-28T23:02:41.086563Z" | |
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10 | } | |
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11 | }, | |
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12 | "outputs": [], | |
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13 | "source": [ | |
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14 | "import numpy as np\n", | |
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15 | "import pandas as pds\n", | |
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16 | "import glob\n", | |
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17 | "%matplotlib notebook\n", | |
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18 | "import matplotlib.pyplot as plt\n", | |
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19 | "from datetime import timedelta" | |
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20 | ] | |
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21 | }, | |
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22 | { | |
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23 | "cell_type": "code", | |
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24 | "execution_count": 310, | |
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25 | "metadata": { | |
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26 | "ExecuteTime": { | |
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27 | "end_time": "2018-03-28T22:23:34.384861Z", | |
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28 | "start_time": "2018-03-28T22:23:34.292119Z" | |
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29 | } | |
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30 | }, | |
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31 | "outputs": [], | |
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32 | "source": [ | |
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33 | "TT2000_delta = datetime.datetime(2000,1,1) - datetime.datetime.fromtimestamp(0) \n", | |
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34 | "\n", | |
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35 | "class Packet:\n", | |
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36 | " def __init__(self,timestamp):\n", | |
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37 | " self.timestamp = timestamp\n", | |
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38 | " self.data = []\n", | |
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39 | " def append(self, byte):\n", | |
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40 | " if type(byte) is str:\n", | |
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41 | " self.data.append(int(byte[-3:-1],16))\n", | |
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42 | " def __repr__(self):\n", | |
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43 | " return \"\"\"Packet: Timestamp:{timestamp}\n", | |
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44 | "data:{data}\n", | |
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45 | " \"\"\".format(timestamp=self.timestamp, data=self.data)\n", | |
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46 | "\n", | |
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47 | "class CUC_Time:\n", | |
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48 | " def __init__(self, bytes):\n", | |
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49 | " self.seconds = sum(np.multiply(bytes[:4], [2**24,2**16,2**8,2**0]))\n", | |
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50 | " self.microseconds = sum(np.multiply(bytes[4:], [2**8,2**0]))\n", | |
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51 | " def to_datetime(self):\n", | |
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52 | " return datetime.datetime.fromtimestamp(self.seconds)+TT2000_delta\n", | |
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53 | " def __repr__(self):\n", | |
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54 | " return \"\"\"CUC Time: Seconds:{seconds}, Micro-seconds = {useconds}\n", | |
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55 | "date:{date}\n", | |
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56 | " \"\"\".format(seconds=self.seconds, useconds=self.microseconds, date=str(self.to_datetime()))\n", | |
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57 | " \n", | |
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58 | "class TC_UpdateTime:\n", | |
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59 | " def __init__(self, packet):\n", | |
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60 | " self.CUC = CUC_Time(packet.data[-8:-2])\n", | |
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61 | " self.timestamp = packet.timestamp\n", | |
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62 | " def __repr__(self):\n", | |
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63 | " return \"\"\"TC_UpdateTime: timestamp:{timestamp}\n", | |
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64 | "CUC:{CUC}\n", | |
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65 | " \"\"\".format(timestamp=self.timestamp, CUC=str(self.CUC))\n", | |
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66 | " \n", | |
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67 | "\n", | |
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68 | "class Timecode:\n", | |
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69 | " def __init__(self, data):\n", | |
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70 | " self.value = int(data[2][-3:-1],16)\n", | |
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71 | " self.timestamp = parse_delta(data[0])\n", | |
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72 | " def __repr__(self):\n", | |
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73 | " return \"\"\"Timecode: value:{value}, timestamp:{timestamp}\n", | |
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74 | " \"\"\".format(value=self.value, timestamp=str(self.timestamp))\n", | |
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75 | " \n", | |
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76 | " \n", | |
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77 | "def parse_delta(delta_str):\n", | |
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78 | " mult_lut = {\n", | |
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79 | " 'ns':1e-9,\n", | |
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80 | " 'us':1e-6,\n", | |
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81 | " 'ms':1e-3,\n", | |
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82 | " ' s':1.\n", | |
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83 | " }\n", | |
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84 | " mult = mult_lut[delta_str[-2:]]\n", | |
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85 | " return float(delta_str[:-3])*mult" | |
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86 | ] | |
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87 | }, | |
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88 | { | |
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89 | "cell_type": "code", | |
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90 | "execution_count": 404, | |
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91 | "metadata": { | |
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92 | "ExecuteTime": { | |
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93 | "end_time": "2018-03-29T07:25:44.189288Z", | |
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94 | "start_time": "2018-03-29T07:25:09.386710Z" | |
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95 | }, | |
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96 | "code_folding": [], | |
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97 | "scrolled": false | |
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98 | }, | |
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99 | "outputs": [ | |
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100 | { | |
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101 | "data": { | |
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102 | "application/javascript": [ | |
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103 | "/* Put everything inside the global mpl namespace */\n", | |
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104 | "window.mpl = {};\n", | |
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105 | "\n", | |
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106 | "\n", | |
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107 | "mpl.get_websocket_type = function() {\n", | |
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108 | " if (typeof(WebSocket) !== 'undefined') {\n", | |
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109 | " return WebSocket;\n", | |
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110 | " } else if (typeof(MozWebSocket) !== 'undefined') {\n", | |
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111 | " return MozWebSocket;\n", | |
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112 | " } else {\n", | |
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113 | " alert('Your browser does not have WebSocket support.' +\n", | |
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114 | " 'Please try Chrome, Safari or Firefox β₯ 6. ' +\n", | |
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115 | " 'Firefox 4 and 5 are also supported but you ' +\n", | |
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116 | " 'have to enable WebSockets in about:config.');\n", | |
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117 | " };\n", | |
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118 | "}\n", | |
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119 | "\n", | |
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120 | "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", | |
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121 | " this.id = figure_id;\n", | |
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122 | "\n", | |
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123 | " this.ws = websocket;\n", | |
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124 | "\n", | |
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125 | " this.supports_binary = (this.ws.binaryType != undefined);\n", | |
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126 | "\n", | |
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127 | " if (!this.supports_binary) {\n", | |
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128 | " var warnings = document.getElementById(\"mpl-warnings\");\n", | |
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129 | " if (warnings) {\n", | |
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130 | " warnings.style.display = 'block';\n", | |
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131 | " warnings.textContent = (\n", | |
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132 | " \"This browser does not support binary websocket messages. \" +\n", | |
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133 | " \"Performance may be slow.\");\n", | |
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134 | " }\n", | |
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135 | " }\n", | |
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136 | "\n", | |
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137 | " this.imageObj = new Image();\n", | |
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138 | "\n", | |
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139 | " this.context = undefined;\n", | |
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140 | " this.message = undefined;\n", | |
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141 | " this.canvas = undefined;\n", | |
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142 | " this.rubberband_canvas = undefined;\n", | |
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143 | " this.rubberband_context = undefined;\n", | |
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144 | " this.format_dropdown = undefined;\n", | |
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145 | "\n", | |
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146 | " this.image_mode = 'full';\n", | |
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147 | "\n", | |
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148 | " this.root = $('<div/>');\n", | |
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149 | " this._root_extra_style(this.root)\n", | |
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150 | " this.root.attr('style', 'display: inline-block');\n", | |
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151 | "\n", | |
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152 | " $(parent_element).append(this.root);\n", | |
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153 | "\n", | |
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154 | " this._init_header(this);\n", | |
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155 | " this._init_canvas(this);\n", | |
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156 | " this._init_toolbar(this);\n", | |
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157 | "\n", | |
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158 | " var fig = this;\n", | |
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159 | "\n", | |
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160 | " this.waiting = false;\n", | |
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161 | "\n", | |
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162 | " this.ws.onopen = function () {\n", | |
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163 | " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", | |
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164 | " fig.send_message(\"send_image_mode\", {});\n", | |
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165 | " if (mpl.ratio != 1) {\n", | |
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166 | " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", | |
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167 | " }\n", | |
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168 | " fig.send_message(\"refresh\", {});\n", | |
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169 | " }\n", | |
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170 | "\n", | |
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171 | " this.imageObj.onload = function() {\n", | |
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172 | " if (fig.image_mode == 'full') {\n", | |
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173 | " // Full images could contain transparency (where diff images\n", | |
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174 | " // almost always do), so we need to clear the canvas so that\n", | |
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175 | " // there is no ghosting.\n", | |
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176 | " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", | |
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177 | " }\n", | |
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178 | " fig.context.drawImage(fig.imageObj, 0, 0);\n", | |
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179 | " };\n", | |
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180 | "\n", | |
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181 | " this.imageObj.onunload = function() {\n", | |
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182 | " fig.ws.close();\n", | |
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183 | " }\n", | |
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184 | "\n", | |
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185 | " this.ws.onmessage = this._make_on_message_function(this);\n", | |
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186 | "\n", | |
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187 | " this.ondownload = ondownload;\n", | |
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188 | "}\n", | |
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189 | "\n", | |
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190 | "mpl.figure.prototype._init_header = function() {\n", | |
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191 | " var titlebar = $(\n", | |
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192 | " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n", | |
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193 | " 'ui-helper-clearfix\"/>');\n", | |
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194 | " var titletext = $(\n", | |
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195 | " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n", | |
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196 | " 'text-align: center; padding: 3px;\"/>');\n", | |
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197 | " titlebar.append(titletext)\n", | |
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198 | " this.root.append(titlebar);\n", | |
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199 | " this.header = titletext[0];\n", | |
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200 | "}\n", | |
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201 | "\n", | |
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202 | "\n", | |
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203 | "\n", | |
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204 | "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", | |
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205 | "\n", | |
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206 | "}\n", | |
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207 | "\n", | |
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208 | "\n", | |
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209 | "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", | |
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210 | "\n", | |
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211 | "}\n", | |
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212 | "\n", | |
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213 | "mpl.figure.prototype._init_canvas = function() {\n", | |
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214 | " var fig = this;\n", | |
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215 | "\n", | |
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216 | " var canvas_div = $('<div/>');\n", | |
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217 | "\n", | |
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218 | " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", | |
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219 | "\n", | |
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220 | " function canvas_keyboard_event(event) {\n", | |
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221 | " return fig.key_event(event, event['data']);\n", | |
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222 | " }\n", | |
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223 | "\n", | |
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224 | " canvas_div.keydown('key_press', canvas_keyboard_event);\n", | |
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225 | " canvas_div.keyup('key_release', canvas_keyboard_event);\n", | |
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226 | " this.canvas_div = canvas_div\n", | |
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227 | " this._canvas_extra_style(canvas_div)\n", | |
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228 | " this.root.append(canvas_div);\n", | |
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229 | "\n", | |
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230 | " var canvas = $('<canvas/>');\n", | |
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231 | " canvas.addClass('mpl-canvas');\n", | |
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232 | " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", | |
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233 | "\n", | |
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234 | " this.canvas = canvas[0];\n", | |
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235 | " this.context = canvas[0].getContext(\"2d\");\n", | |
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236 | "\n", | |
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237 | " var backingStore = this.context.backingStorePixelRatio ||\n", | |
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238 | "\tthis.context.webkitBackingStorePixelRatio ||\n", | |
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239 | "\tthis.context.mozBackingStorePixelRatio ||\n", | |
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240 | "\tthis.context.msBackingStorePixelRatio ||\n", | |
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241 | "\tthis.context.oBackingStorePixelRatio ||\n", | |
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242 | "\tthis.context.backingStorePixelRatio || 1;\n", | |
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243 | "\n", | |
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244 | " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", | |
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245 | "\n", | |
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246 | " var rubberband = $('<canvas/>');\n", | |
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247 | " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", | |
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248 | "\n", | |
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249 | " var pass_mouse_events = true;\n", | |
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250 | "\n", | |
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251 | " canvas_div.resizable({\n", | |
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252 | " start: function(event, ui) {\n", | |
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253 | " pass_mouse_events = false;\n", | |
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254 | " },\n", | |
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255 | " resize: function(event, ui) {\n", | |
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256 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
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257 | " },\n", | |
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258 | " stop: function(event, ui) {\n", | |
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259 | " pass_mouse_events = true;\n", | |
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260 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
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261 | " },\n", | |
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262 | " });\n", | |
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263 | "\n", | |
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264 | " function mouse_event_fn(event) {\n", | |
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265 | " if (pass_mouse_events)\n", | |
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266 | " return fig.mouse_event(event, event['data']);\n", | |
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267 | " }\n", | |
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268 | "\n", | |
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269 | " rubberband.mousedown('button_press', mouse_event_fn);\n", | |
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270 | " rubberband.mouseup('button_release', mouse_event_fn);\n", | |
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271 | " // Throttle sequential mouse events to 1 every 20ms.\n", | |
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272 | " rubberband.mousemove('motion_notify', mouse_event_fn);\n", | |
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273 | "\n", | |
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274 | " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", | |
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275 | " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", | |
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276 | "\n", | |
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277 | " canvas_div.on(\"wheel\", function (event) {\n", | |
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278 | " event = event.originalEvent;\n", | |
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279 | " event['data'] = 'scroll'\n", | |
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280 | " if (event.deltaY < 0) {\n", | |
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281 | " event.step = 1;\n", | |
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282 | " } else {\n", | |
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283 | " event.step = -1;\n", | |
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284 | " }\n", | |
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285 | " mouse_event_fn(event);\n", | |
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286 | " });\n", | |
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287 | "\n", | |
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288 | " canvas_div.append(canvas);\n", | |
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289 | " canvas_div.append(rubberband);\n", | |
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290 | "\n", | |
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291 | " this.rubberband = rubberband;\n", | |
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292 | " this.rubberband_canvas = rubberband[0];\n", | |
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293 | " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", | |
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294 | " this.rubberband_context.strokeStyle = \"#000000\";\n", | |
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295 | "\n", | |
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296 | " this._resize_canvas = function(width, height) {\n", | |
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297 | " // Keep the size of the canvas, canvas container, and rubber band\n", | |
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298 | " // canvas in synch.\n", | |
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299 | " canvas_div.css('width', width)\n", | |
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300 | " canvas_div.css('height', height)\n", | |
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301 | "\n", | |
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302 | " canvas.attr('width', width * mpl.ratio);\n", | |
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303 | " canvas.attr('height', height * mpl.ratio);\n", | |
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304 | " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", | |
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305 | "\n", | |
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306 | " rubberband.attr('width', width);\n", | |
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307 | " rubberband.attr('height', height);\n", | |
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308 | " }\n", | |
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309 | "\n", | |
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310 | " // Set the figure to an initial 600x600px, this will subsequently be updated\n", | |
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311 | " // upon first draw.\n", | |
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312 | " this._resize_canvas(600, 600);\n", | |
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313 | "\n", | |
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314 | " // Disable right mouse context menu.\n", | |
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315 | " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", | |
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316 | " return false;\n", | |
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317 | " });\n", | |
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318 | "\n", | |
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319 | " function set_focus () {\n", | |
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320 | " canvas.focus();\n", | |
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321 | " canvas_div.focus();\n", | |
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322 | " }\n", | |
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323 | "\n", | |
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324 | " window.setTimeout(set_focus, 100);\n", | |
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325 | "}\n", | |
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326 | "\n", | |
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327 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
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328 | " var fig = this;\n", | |
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329 | "\n", | |
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330 | " var nav_element = $('<div/>')\n", | |
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331 | " nav_element.attr('style', 'width: 100%');\n", | |
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332 | " this.root.append(nav_element);\n", | |
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333 | "\n", | |
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334 | " // Define a callback function for later on.\n", | |
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335 | " function toolbar_event(event) {\n", | |
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336 | " return fig.toolbar_button_onclick(event['data']);\n", | |
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337 | " }\n", | |
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338 | " function toolbar_mouse_event(event) {\n", | |
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339 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
340 | " }\n", | |
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341 | "\n", | |
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342 | " for(var toolbar_ind in mpl.toolbar_items) {\n", | |
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343 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
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344 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
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345 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
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346 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
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347 | "\n", | |
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348 | " if (!name) {\n", | |
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349 | " // put a spacer in here.\n", | |
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350 | " continue;\n", | |
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351 | " }\n", | |
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352 | " var button = $('<button/>');\n", | |
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353 | " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n", | |
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354 | " 'ui-button-icon-only');\n", | |
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355 | " button.attr('role', 'button');\n", | |
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356 | " button.attr('aria-disabled', 'false');\n", | |
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357 | " button.click(method_name, toolbar_event);\n", | |
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358 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
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359 | "\n", | |
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360 | " var icon_img = $('<span/>');\n", | |
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361 | " icon_img.addClass('ui-button-icon-primary ui-icon');\n", | |
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362 | " icon_img.addClass(image);\n", | |
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363 | " icon_img.addClass('ui-corner-all');\n", | |
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364 | "\n", | |
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365 | " var tooltip_span = $('<span/>');\n", | |
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366 | " tooltip_span.addClass('ui-button-text');\n", | |
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367 | " tooltip_span.html(tooltip);\n", | |
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368 | "\n", | |
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369 | " button.append(icon_img);\n", | |
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370 | " button.append(tooltip_span);\n", | |
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371 | "\n", | |
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372 | " nav_element.append(button);\n", | |
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373 | " }\n", | |
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374 | "\n", | |
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375 | " var fmt_picker_span = $('<span/>');\n", | |
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376 | "\n", | |
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377 | " var fmt_picker = $('<select/>');\n", | |
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378 | " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n", | |
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379 | " fmt_picker_span.append(fmt_picker);\n", | |
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380 | " nav_element.append(fmt_picker_span);\n", | |
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381 | " this.format_dropdown = fmt_picker[0];\n", | |
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382 | "\n", | |
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383 | " for (var ind in mpl.extensions) {\n", | |
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384 | " var fmt = mpl.extensions[ind];\n", | |
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385 | " var option = $(\n", | |
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386 | " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n", | |
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387 | " fmt_picker.append(option)\n", | |
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388 | " }\n", | |
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389 | "\n", | |
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390 | " // Add hover states to the ui-buttons\n", | |
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391 | " $( \".ui-button\" ).hover(\n", | |
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392 | " function() { $(this).addClass(\"ui-state-hover\");},\n", | |
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393 | " function() { $(this).removeClass(\"ui-state-hover\");}\n", | |
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394 | " );\n", | |
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395 | "\n", | |
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396 | " var status_bar = $('<span class=\"mpl-message\"/>');\n", | |
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397 | " nav_element.append(status_bar);\n", | |
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398 | " this.message = status_bar[0];\n", | |
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399 | "}\n", | |
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400 | "\n", | |
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401 | "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n", | |
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402 | " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", | |
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403 | " // which will in turn request a refresh of the image.\n", | |
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404 | " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n", | |
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405 | "}\n", | |
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406 | "\n", | |
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407 | "mpl.figure.prototype.send_message = function(type, properties) {\n", | |
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408 | " properties['type'] = type;\n", | |
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409 | " properties['figure_id'] = this.id;\n", | |
|
410 | " this.ws.send(JSON.stringify(properties));\n", | |
|
411 | "}\n", | |
|
412 | "\n", | |
|
413 | "mpl.figure.prototype.send_draw_message = function() {\n", | |
|
414 | " if (!this.waiting) {\n", | |
|
415 | " this.waiting = true;\n", | |
|
416 | " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n", | |
|
417 | " }\n", | |
|
418 | "}\n", | |
|
419 | "\n", | |
|
420 | "\n", | |
|
421 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
422 | " var format_dropdown = fig.format_dropdown;\n", | |
|
423 | " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", | |
|
424 | " fig.ondownload(fig, format);\n", | |
|
425 | "}\n", | |
|
426 | "\n", | |
|
427 | "\n", | |
|
428 | "mpl.figure.prototype.handle_resize = function(fig, msg) {\n", | |
|
429 | " var size = msg['size'];\n", | |
|
430 | " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n", | |
|
431 | " fig._resize_canvas(size[0], size[1]);\n", | |
|
432 | " fig.send_message(\"refresh\", {});\n", | |
|
433 | " };\n", | |
|
434 | "}\n", | |
|
435 | "\n", | |
|
436 | "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n", | |
|
437 | " var x0 = msg['x0'] / mpl.ratio;\n", | |
|
438 | " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n", | |
|
439 | " var x1 = msg['x1'] / mpl.ratio;\n", | |
|
440 | " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n", | |
|
441 | " x0 = Math.floor(x0) + 0.5;\n", | |
|
442 | " y0 = Math.floor(y0) + 0.5;\n", | |
|
443 | " x1 = Math.floor(x1) + 0.5;\n", | |
|
444 | " y1 = Math.floor(y1) + 0.5;\n", | |
|
445 | " var min_x = Math.min(x0, x1);\n", | |
|
446 | " var min_y = Math.min(y0, y1);\n", | |
|
447 | " var width = Math.abs(x1 - x0);\n", | |
|
448 | " var height = Math.abs(y1 - y0);\n", | |
|
449 | "\n", | |
|
450 | " fig.rubberband_context.clearRect(\n", | |
|
451 | " 0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
452 | "\n", | |
|
453 | " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", | |
|
454 | "}\n", | |
|
455 | "\n", | |
|
456 | "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n", | |
|
457 | " // Updates the figure title.\n", | |
|
458 | " fig.header.textContent = msg['label'];\n", | |
|
459 | "}\n", | |
|
460 | "\n", | |
|
461 | "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n", | |
|
462 | " var cursor = msg['cursor'];\n", | |
|
463 | " switch(cursor)\n", | |
|
464 | " {\n", | |
|
465 | " case 0:\n", | |
|
466 | " cursor = 'pointer';\n", | |
|
467 | " break;\n", | |
|
468 | " case 1:\n", | |
|
469 | " cursor = 'default';\n", | |
|
470 | " break;\n", | |
|
471 | " case 2:\n", | |
|
472 | " cursor = 'crosshair';\n", | |
|
473 | " break;\n", | |
|
474 | " case 3:\n", | |
|
475 | " cursor = 'move';\n", | |
|
476 | " break;\n", | |
|
477 | " }\n", | |
|
478 | " fig.rubberband_canvas.style.cursor = cursor;\n", | |
|
479 | "}\n", | |
|
480 | "\n", | |
|
481 | "mpl.figure.prototype.handle_message = function(fig, msg) {\n", | |
|
482 | " fig.message.textContent = msg['message'];\n", | |
|
483 | "}\n", | |
|
484 | "\n", | |
|
485 | "mpl.figure.prototype.handle_draw = function(fig, msg) {\n", | |
|
486 | " // Request the server to send over a new figure.\n", | |
|
487 | " fig.send_draw_message();\n", | |
|
488 | "}\n", | |
|
489 | "\n", | |
|
490 | "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n", | |
|
491 | " fig.image_mode = msg['mode'];\n", | |
|
492 | "}\n", | |
|
493 | "\n", | |
|
494 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
495 | " // Called whenever the canvas gets updated.\n", | |
|
496 | " this.send_message(\"ack\", {});\n", | |
|
497 | "}\n", | |
|
498 | "\n", | |
|
499 | "// A function to construct a web socket function for onmessage handling.\n", | |
|
500 | "// Called in the figure constructor.\n", | |
|
501 | "mpl.figure.prototype._make_on_message_function = function(fig) {\n", | |
|
502 | " return function socket_on_message(evt) {\n", | |
|
503 | " if (evt.data instanceof Blob) {\n", | |
|
504 | " /* FIXME: We get \"Resource interpreted as Image but\n", | |
|
505 | " * transferred with MIME type text/plain:\" errors on\n", | |
|
506 | " * Chrome. But how to set the MIME type? It doesn't seem\n", | |
|
507 | " * to be part of the websocket stream */\n", | |
|
508 | " evt.data.type = \"image/png\";\n", | |
|
509 | "\n", | |
|
510 | " /* Free the memory for the previous frames */\n", | |
|
511 | " if (fig.imageObj.src) {\n", | |
|
512 | " (window.URL || window.webkitURL).revokeObjectURL(\n", | |
|
513 | " fig.imageObj.src);\n", | |
|
514 | " }\n", | |
|
515 | "\n", | |
|
516 | " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", | |
|
517 | " evt.data);\n", | |
|
518 | " fig.updated_canvas_event();\n", | |
|
519 | " fig.waiting = false;\n", | |
|
520 | " return;\n", | |
|
521 | " }\n", | |
|
522 | " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n", | |
|
523 | " fig.imageObj.src = evt.data;\n", | |
|
524 | " fig.updated_canvas_event();\n", | |
|
525 | " fig.waiting = false;\n", | |
|
526 | " return;\n", | |
|
527 | " }\n", | |
|
528 | "\n", | |
|
529 | " var msg = JSON.parse(evt.data);\n", | |
|
530 | " var msg_type = msg['type'];\n", | |
|
531 | "\n", | |
|
532 | " // Call the \"handle_{type}\" callback, which takes\n", | |
|
533 | " // the figure and JSON message as its only arguments.\n", | |
|
534 | " try {\n", | |
|
535 | " var callback = fig[\"handle_\" + msg_type];\n", | |
|
536 | " } catch (e) {\n", | |
|
537 | " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n", | |
|
538 | " return;\n", | |
|
539 | " }\n", | |
|
540 | "\n", | |
|
541 | " if (callback) {\n", | |
|
542 | " try {\n", | |
|
543 | " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", | |
|
544 | " callback(fig, msg);\n", | |
|
545 | " } catch (e) {\n", | |
|
546 | " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n", | |
|
547 | " }\n", | |
|
548 | " }\n", | |
|
549 | " };\n", | |
|
550 | "}\n", | |
|
551 | "\n", | |
|
552 | "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", | |
|
553 | "mpl.findpos = function(e) {\n", | |
|
554 | " //this section is from http://www.quirksmode.org/js/events_properties.html\n", | |
|
555 | " var targ;\n", | |
|
556 | " if (!e)\n", | |
|
557 | " e = window.event;\n", | |
|
558 | " if (e.target)\n", | |
|
559 | " targ = e.target;\n", | |
|
560 | " else if (e.srcElement)\n", | |
|
561 | " targ = e.srcElement;\n", | |
|
562 | " if (targ.nodeType == 3) // defeat Safari bug\n", | |
|
563 | " targ = targ.parentNode;\n", | |
|
564 | "\n", | |
|
565 | " // jQuery normalizes the pageX and pageY\n", | |
|
566 | " // pageX,Y are the mouse positions relative to the document\n", | |
|
567 | " // offset() returns the position of the element relative to the document\n", | |
|
568 | " var x = e.pageX - $(targ).offset().left;\n", | |
|
569 | " var y = e.pageY - $(targ).offset().top;\n", | |
|
570 | "\n", | |
|
571 | " return {\"x\": x, \"y\": y};\n", | |
|
572 | "};\n", | |
|
573 | "\n", | |
|
574 | "/*\n", | |
|
575 | " * return a copy of an object with only non-object keys\n", | |
|
576 | " * we need this to avoid circular references\n", | |
|
577 | " * http://stackoverflow.com/a/24161582/3208463\n", | |
|
578 | " */\n", | |
|
579 | "function simpleKeys (original) {\n", | |
|
580 | " return Object.keys(original).reduce(function (obj, key) {\n", | |
|
581 | " if (typeof original[key] !== 'object')\n", | |
|
582 | " obj[key] = original[key]\n", | |
|
583 | " return obj;\n", | |
|
584 | " }, {});\n", | |
|
585 | "}\n", | |
|
586 | "\n", | |
|
587 | "mpl.figure.prototype.mouse_event = function(event, name) {\n", | |
|
588 | " var canvas_pos = mpl.findpos(event)\n", | |
|
589 | "\n", | |
|
590 | " if (name === 'button_press')\n", | |
|
591 | " {\n", | |
|
592 | " this.canvas.focus();\n", | |
|
593 | " this.canvas_div.focus();\n", | |
|
594 | " }\n", | |
|
595 | "\n", | |
|
596 | " var x = canvas_pos.x * mpl.ratio;\n", | |
|
597 | " var y = canvas_pos.y * mpl.ratio;\n", | |
|
598 | "\n", | |
|
599 | " this.send_message(name, {x: x, y: y, button: event.button,\n", | |
|
600 | " step: event.step,\n", | |
|
601 | " guiEvent: simpleKeys(event)});\n", | |
|
602 | "\n", | |
|
603 | " /* This prevents the web browser from automatically changing to\n", | |
|
604 | " * the text insertion cursor when the button is pressed. We want\n", | |
|
605 | " * to control all of the cursor setting manually through the\n", | |
|
606 | " * 'cursor' event from matplotlib */\n", | |
|
607 | " event.preventDefault();\n", | |
|
608 | " return false;\n", | |
|
609 | "}\n", | |
|
610 | "\n", | |
|
611 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
612 | " // Handle any extra behaviour associated with a key event\n", | |
|
613 | "}\n", | |
|
614 | "\n", | |
|
615 | "mpl.figure.prototype.key_event = function(event, name) {\n", | |
|
616 | "\n", | |
|
617 | " // Prevent repeat events\n", | |
|
618 | " if (name == 'key_press')\n", | |
|
619 | " {\n", | |
|
620 | " if (event.which === this._key)\n", | |
|
621 | " return;\n", | |
|
622 | " else\n", | |
|
623 | " this._key = event.which;\n", | |
|
624 | " }\n", | |
|
625 | " if (name == 'key_release')\n", | |
|
626 | " this._key = null;\n", | |
|
627 | "\n", | |
|
628 | " var value = '';\n", | |
|
629 | " if (event.ctrlKey && event.which != 17)\n", | |
|
630 | " value += \"ctrl+\";\n", | |
|
631 | " if (event.altKey && event.which != 18)\n", | |
|
632 | " value += \"alt+\";\n", | |
|
633 | " if (event.shiftKey && event.which != 16)\n", | |
|
634 | " value += \"shift+\";\n", | |
|
635 | "\n", | |
|
636 | " value += 'k';\n", | |
|
637 | " value += event.which.toString();\n", | |
|
638 | "\n", | |
|
639 | " this._key_event_extra(event, name);\n", | |
|
640 | "\n", | |
|
641 | " this.send_message(name, {key: value,\n", | |
|
642 | " guiEvent: simpleKeys(event)});\n", | |
|
643 | " return false;\n", | |
|
644 | "}\n", | |
|
645 | "\n", | |
|
646 | "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n", | |
|
647 | " if (name == 'download') {\n", | |
|
648 | " this.handle_save(this, null);\n", | |
|
649 | " } else {\n", | |
|
650 | " this.send_message(\"toolbar_button\", {name: name});\n", | |
|
651 | " }\n", | |
|
652 | "};\n", | |
|
653 | "\n", | |
|
654 | "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n", | |
|
655 | " this.message.textContent = tooltip;\n", | |
|
656 | "};\n", | |
|
657 | "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", | |
|
658 | "\n", | |
|
659 | "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", | |
|
660 | "\n", | |
|
661 | "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", | |
|
662 | " // Create a \"websocket\"-like object which calls the given IPython comm\n", | |
|
663 | " // object with the appropriate methods. Currently this is a non binary\n", | |
|
664 | " // socket, so there is still some room for performance tuning.\n", | |
|
665 | " var ws = {};\n", | |
|
666 | "\n", | |
|
667 | " ws.close = function() {\n", | |
|
668 | " comm.close()\n", | |
|
669 | " };\n", | |
|
670 | " ws.send = function(m) {\n", | |
|
671 | " //console.log('sending', m);\n", | |
|
672 | " comm.send(m);\n", | |
|
673 | " };\n", | |
|
674 | " // Register the callback with on_msg.\n", | |
|
675 | " comm.on_msg(function(msg) {\n", | |
|
676 | " //console.log('receiving', msg['content']['data'], msg);\n", | |
|
677 | " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", | |
|
678 | " ws.onmessage(msg['content']['data'])\n", | |
|
679 | " });\n", | |
|
680 | " return ws;\n", | |
|
681 | "}\n", | |
|
682 | "\n", | |
|
683 | "mpl.mpl_figure_comm = function(comm, msg) {\n", | |
|
684 | " // This is the function which gets called when the mpl process\n", | |
|
685 | " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", | |
|
686 | "\n", | |
|
687 | " var id = msg.content.data.id;\n", | |
|
688 | " // Get hold of the div created by the display call when the Comm\n", | |
|
689 | " // socket was opened in Python.\n", | |
|
690 | " var element = $(\"#\" + id);\n", | |
|
691 | " var ws_proxy = comm_websocket_adapter(comm)\n", | |
|
692 | "\n", | |
|
693 | " function ondownload(figure, format) {\n", | |
|
694 | " window.open(figure.imageObj.src);\n", | |
|
695 | " }\n", | |
|
696 | "\n", | |
|
697 | " var fig = new mpl.figure(id, ws_proxy,\n", | |
|
698 | " ondownload,\n", | |
|
699 | " element.get(0));\n", | |
|
700 | "\n", | |
|
701 | " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", | |
|
702 | " // web socket which is closed, not our websocket->open comm proxy.\n", | |
|
703 | " ws_proxy.onopen();\n", | |
|
704 | "\n", | |
|
705 | " fig.parent_element = element.get(0);\n", | |
|
706 | " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", | |
|
707 | " if (!fig.cell_info) {\n", | |
|
708 | " console.error(\"Failed to find cell for figure\", id, fig);\n", | |
|
709 | " return;\n", | |
|
710 | " }\n", | |
|
711 | "\n", | |
|
712 | " var output_index = fig.cell_info[2]\n", | |
|
713 | " var cell = fig.cell_info[0];\n", | |
|
714 | "\n", | |
|
715 | "};\n", | |
|
716 | "\n", | |
|
717 | "mpl.figure.prototype.handle_close = function(fig, msg) {\n", | |
|
718 | " var width = fig.canvas.width/mpl.ratio\n", | |
|
719 | " fig.root.unbind('remove')\n", | |
|
720 | "\n", | |
|
721 | " // Update the output cell to use the data from the current canvas.\n", | |
|
722 | " fig.push_to_output();\n", | |
|
723 | " var dataURL = fig.canvas.toDataURL();\n", | |
|
724 | " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", | |
|
725 | " // the notebook keyboard shortcuts fail.\n", | |
|
726 | " IPython.keyboard_manager.enable()\n", | |
|
727 | " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n", | |
|
728 | " fig.close_ws(fig, msg);\n", | |
|
729 | "}\n", | |
|
730 | "\n", | |
|
731 | "mpl.figure.prototype.close_ws = function(fig, msg){\n", | |
|
732 | " fig.send_message('closing', msg);\n", | |
|
733 | " // fig.ws.close()\n", | |
|
734 | "}\n", | |
|
735 | "\n", | |
|
736 | "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n", | |
|
737 | " // Turn the data on the canvas into data in the output cell.\n", | |
|
738 | " var width = this.canvas.width/mpl.ratio\n", | |
|
739 | " var dataURL = this.canvas.toDataURL();\n", | |
|
740 | " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", | |
|
741 | "}\n", | |
|
742 | "\n", | |
|
743 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
744 | " // Tell IPython that the notebook contents must change.\n", | |
|
745 | " IPython.notebook.set_dirty(true);\n", | |
|
746 | " this.send_message(\"ack\", {});\n", | |
|
747 | " var fig = this;\n", | |
|
748 | " // Wait a second, then push the new image to the DOM so\n", | |
|
749 | " // that it is saved nicely (might be nice to debounce this).\n", | |
|
750 | " setTimeout(function () { fig.push_to_output() }, 1000);\n", | |
|
751 | "}\n", | |
|
752 | "\n", | |
|
753 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
754 | " var fig = this;\n", | |
|
755 | "\n", | |
|
756 | " var nav_element = $('<div/>')\n", | |
|
757 | " nav_element.attr('style', 'width: 100%');\n", | |
|
758 | " this.root.append(nav_element);\n", | |
|
759 | "\n", | |
|
760 | " // Define a callback function for later on.\n", | |
|
761 | " function toolbar_event(event) {\n", | |
|
762 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
763 | " }\n", | |
|
764 | " function toolbar_mouse_event(event) {\n", | |
|
765 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
766 | " }\n", | |
|
767 | "\n", | |
|
768 | " for(var toolbar_ind in mpl.toolbar_items){\n", | |
|
769 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
770 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
771 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
772 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
773 | "\n", | |
|
774 | " if (!name) { continue; };\n", | |
|
775 | "\n", | |
|
776 | " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n", | |
|
777 | " button.click(method_name, toolbar_event);\n", | |
|
778 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
779 | " nav_element.append(button);\n", | |
|
780 | " }\n", | |
|
781 | "\n", | |
|
782 | " // Add the status bar.\n", | |
|
783 | " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n", | |
|
784 | " nav_element.append(status_bar);\n", | |
|
785 | " this.message = status_bar[0];\n", | |
|
786 | "\n", | |
|
787 | " // Add the close button to the window.\n", | |
|
788 | " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n", | |
|
789 | " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n", | |
|
790 | " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", | |
|
791 | " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", | |
|
792 | " buttongrp.append(button);\n", | |
|
793 | " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", | |
|
794 | " titlebar.prepend(buttongrp);\n", | |
|
795 | "}\n", | |
|
796 | "\n", | |
|
797 | "mpl.figure.prototype._root_extra_style = function(el){\n", | |
|
798 | " var fig = this\n", | |
|
799 | " el.on(\"remove\", function(){\n", | |
|
800 | "\tfig.close_ws(fig, {});\n", | |
|
801 | " });\n", | |
|
802 | "}\n", | |
|
803 | "\n", | |
|
804 | "mpl.figure.prototype._canvas_extra_style = function(el){\n", | |
|
805 | " // this is important to make the div 'focusable\n", | |
|
806 | " el.attr('tabindex', 0)\n", | |
|
807 | " // reach out to IPython and tell the keyboard manager to turn it's self\n", | |
|
808 | " // off when our div gets focus\n", | |
|
809 | "\n", | |
|
810 | " // location in version 3\n", | |
|
811 | " if (IPython.notebook.keyboard_manager) {\n", | |
|
812 | " IPython.notebook.keyboard_manager.register_events(el);\n", | |
|
813 | " }\n", | |
|
814 | " else {\n", | |
|
815 | " // location in version 2\n", | |
|
816 | " IPython.keyboard_manager.register_events(el);\n", | |
|
817 | " }\n", | |
|
818 | "\n", | |
|
819 | "}\n", | |
|
820 | "\n", | |
|
821 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
822 | " var manager = IPython.notebook.keyboard_manager;\n", | |
|
823 | " if (!manager)\n", | |
|
824 | " manager = IPython.keyboard_manager;\n", | |
|
825 | "\n", | |
|
826 | " // Check for shift+enter\n", | |
|
827 | " if (event.shiftKey && event.which == 13) {\n", | |
|
828 | " this.canvas_div.blur();\n", | |
|
829 | " event.shiftKey = false;\n", | |
|
830 | " // Send a \"J\" for go to next cell\n", | |
|
831 | " event.which = 74;\n", | |
|
832 | " event.keyCode = 74;\n", | |
|
833 | " manager.command_mode();\n", | |
|
834 | " manager.handle_keydown(event);\n", | |
|
835 | " }\n", | |
|
836 | "}\n", | |
|
837 | "\n", | |
|
838 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
839 | " fig.ondownload(fig, null);\n", | |
|
840 | "}\n", | |
|
841 | "\n", | |
|
842 | "\n", | |
|
843 | "mpl.find_output_cell = function(html_output) {\n", | |
|
844 | " // Return the cell and output element which can be found *uniquely* in the notebook.\n", | |
|
845 | " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", | |
|
846 | " // IPython event is triggered only after the cells have been serialised, which for\n", | |
|
847 | " // our purposes (turning an active figure into a static one), is too late.\n", | |
|
848 | " var cells = IPython.notebook.get_cells();\n", | |
|
849 | " var ncells = cells.length;\n", | |
|
850 | " for (var i=0; i<ncells; i++) {\n", | |
|
851 | " var cell = cells[i];\n", | |
|
852 | " if (cell.cell_type === 'code'){\n", | |
|
853 | " for (var j=0; j<cell.output_area.outputs.length; j++) {\n", | |
|
854 | " var data = cell.output_area.outputs[j];\n", | |
|
855 | " if (data.data) {\n", | |
|
856 | " // IPython >= 3 moved mimebundle to data attribute of output\n", | |
|
857 | " data = data.data;\n", | |
|
858 | " }\n", | |
|
859 | " if (data['text/html'] == html_output) {\n", | |
|
860 | " return [cell, data, j];\n", | |
|
861 | " }\n", | |
|
862 | " }\n", | |
|
863 | " }\n", | |
|
864 | " }\n", | |
|
865 | "}\n", | |
|
866 | "\n", | |
|
867 | "// Register the function which deals with the matplotlib target/channel.\n", | |
|
868 | "// The kernel may be null if the page has been refreshed.\n", | |
|
869 | "if (IPython.notebook.kernel != null) {\n", | |
|
870 | " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", | |
|
871 | "}\n" | |
|
872 | ], | |
|
873 | "text/plain": [ | |
|
874 | "<IPython.core.display.Javascript object>" | |
|
875 | ] | |
|
876 | }, | |
|
877 | "metadata": {}, | |
|
878 | "output_type": "display_data" | |
|
879 | }, | |
|
880 | { | |
|
881 | "data": { | |
|
882 | "text/html": [ | |
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883 | "<img 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AAAAAAAAAAAAPIQCIQAAAAAAAAAAAOAhFAgBAAAAAAAAAAAAD6FACAAAAAAAAAAAAHgIBUIAAAAAAAAAAADAQygQAgAAAAAAAAAAAB5CgRAAAAAAAAAAAADwEAqEAAAAAAAAAAAAgIdQIAQAAAAAAAAAAAA8hAIhAAAAAAAAAAAA4CEUCAEAAAAAAAAAAAAPoUAIAAAAAAAAAAAAeAgFQgAAAAAAAAAAAMBDKBACAAAAAAAAAAAAHvL/AaS7dn5zlGWWAAAAAElFTkSuQmCC\" width=\"900\">" | |
|
884 | ], | |
|
885 | "text/plain": [ | |
|
886 | "<IPython.core.display.HTML object>" | |
|
887 | ] | |
|
888 | }, | |
|
889 | "metadata": {}, | |
|
890 | "output_type": "display_data" | |
|
891 | }, | |
|
892 | { | |
|
893 | "data": { | |
|
894 | "application/javascript": [ | |
|
895 | "/* Put everything inside the global mpl namespace */\n", | |
|
896 | "window.mpl = {};\n", | |
|
897 | "\n", | |
|
898 | "\n", | |
|
899 | "mpl.get_websocket_type = function() {\n", | |
|
900 | " if (typeof(WebSocket) !== 'undefined') {\n", | |
|
901 | " return WebSocket;\n", | |
|
902 | " } else if (typeof(MozWebSocket) !== 'undefined') {\n", | |
|
903 | " return MozWebSocket;\n", | |
|
904 | " } else {\n", | |
|
905 | " alert('Your browser does not have WebSocket support.' +\n", | |
|
906 | " 'Please try Chrome, Safari or Firefox β₯ 6. ' +\n", | |
|
907 | " 'Firefox 4 and 5 are also supported but you ' +\n", | |
|
908 | " 'have to enable WebSockets in about:config.');\n", | |
|
909 | " };\n", | |
|
910 | "}\n", | |
|
911 | "\n", | |
|
912 | "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", | |
|
913 | " this.id = figure_id;\n", | |
|
914 | "\n", | |
|
915 | " this.ws = websocket;\n", | |
|
916 | "\n", | |
|
917 | " this.supports_binary = (this.ws.binaryType != undefined);\n", | |
|
918 | "\n", | |
|
919 | " if (!this.supports_binary) {\n", | |
|
920 | " var warnings = document.getElementById(\"mpl-warnings\");\n", | |
|
921 | " if (warnings) {\n", | |
|
922 | " warnings.style.display = 'block';\n", | |
|
923 | " warnings.textContent = (\n", | |
|
924 | " \"This browser does not support binary websocket messages. \" +\n", | |
|
925 | " \"Performance may be slow.\");\n", | |
|
926 | " }\n", | |
|
927 | " }\n", | |
|
928 | "\n", | |
|
929 | " this.imageObj = new Image();\n", | |
|
930 | "\n", | |
|
931 | " this.context = undefined;\n", | |
|
932 | " this.message = undefined;\n", | |
|
933 | " this.canvas = undefined;\n", | |
|
934 | " this.rubberband_canvas = undefined;\n", | |
|
935 | " this.rubberband_context = undefined;\n", | |
|
936 | " this.format_dropdown = undefined;\n", | |
|
937 | "\n", | |
|
938 | " this.image_mode = 'full';\n", | |
|
939 | "\n", | |
|
940 | " this.root = $('<div/>');\n", | |
|
941 | " this._root_extra_style(this.root)\n", | |
|
942 | " this.root.attr('style', 'display: inline-block');\n", | |
|
943 | "\n", | |
|
944 | " $(parent_element).append(this.root);\n", | |
|
945 | "\n", | |
|
946 | " this._init_header(this);\n", | |
|
947 | " this._init_canvas(this);\n", | |
|
948 | " this._init_toolbar(this);\n", | |
|
949 | "\n", | |
|
950 | " var fig = this;\n", | |
|
951 | "\n", | |
|
952 | " this.waiting = false;\n", | |
|
953 | "\n", | |
|
954 | " this.ws.onopen = function () {\n", | |
|
955 | " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", | |
|
956 | " fig.send_message(\"send_image_mode\", {});\n", | |
|
957 | " if (mpl.ratio != 1) {\n", | |
|
958 | " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", | |
|
959 | " }\n", | |
|
960 | " fig.send_message(\"refresh\", {});\n", | |
|
961 | " }\n", | |
|
962 | "\n", | |
|
963 | " this.imageObj.onload = function() {\n", | |
|
964 | " if (fig.image_mode == 'full') {\n", | |
|
965 | " // Full images could contain transparency (where diff images\n", | |
|
966 | " // almost always do), so we need to clear the canvas so that\n", | |
|
967 | " // there is no ghosting.\n", | |
|
968 | " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
969 | " }\n", | |
|
970 | " fig.context.drawImage(fig.imageObj, 0, 0);\n", | |
|
971 | " };\n", | |
|
972 | "\n", | |
|
973 | " this.imageObj.onunload = function() {\n", | |
|
974 | " fig.ws.close();\n", | |
|
975 | " }\n", | |
|
976 | "\n", | |
|
977 | " this.ws.onmessage = this._make_on_message_function(this);\n", | |
|
978 | "\n", | |
|
979 | " this.ondownload = ondownload;\n", | |
|
980 | "}\n", | |
|
981 | "\n", | |
|
982 | "mpl.figure.prototype._init_header = function() {\n", | |
|
983 | " var titlebar = $(\n", | |
|
984 | " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n", | |
|
985 | " 'ui-helper-clearfix\"/>');\n", | |
|
986 | " var titletext = $(\n", | |
|
987 | " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n", | |
|
988 | " 'text-align: center; padding: 3px;\"/>');\n", | |
|
989 | " titlebar.append(titletext)\n", | |
|
990 | " this.root.append(titlebar);\n", | |
|
991 | " this.header = titletext[0];\n", | |
|
992 | "}\n", | |
|
993 | "\n", | |
|
994 | "\n", | |
|
995 | "\n", | |
|
996 | "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", | |
|
997 | "\n", | |
|
998 | "}\n", | |
|
999 | "\n", | |
|
1000 | "\n", | |
|
1001 | "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", | |
|
1002 | "\n", | |
|
1003 | "}\n", | |
|
1004 | "\n", | |
|
1005 | "mpl.figure.prototype._init_canvas = function() {\n", | |
|
1006 | " var fig = this;\n", | |
|
1007 | "\n", | |
|
1008 | " var canvas_div = $('<div/>');\n", | |
|
1009 | "\n", | |
|
1010 | " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", | |
|
1011 | "\n", | |
|
1012 | " function canvas_keyboard_event(event) {\n", | |
|
1013 | " return fig.key_event(event, event['data']);\n", | |
|
1014 | " }\n", | |
|
1015 | "\n", | |
|
1016 | " canvas_div.keydown('key_press', canvas_keyboard_event);\n", | |
|
1017 | " canvas_div.keyup('key_release', canvas_keyboard_event);\n", | |
|
1018 | " this.canvas_div = canvas_div\n", | |
|
1019 | " this._canvas_extra_style(canvas_div)\n", | |
|
1020 | " this.root.append(canvas_div);\n", | |
|
1021 | "\n", | |
|
1022 | " var canvas = $('<canvas/>');\n", | |
|
1023 | " canvas.addClass('mpl-canvas');\n", | |
|
1024 | " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", | |
|
1025 | "\n", | |
|
1026 | " this.canvas = canvas[0];\n", | |
|
1027 | " this.context = canvas[0].getContext(\"2d\");\n", | |
|
1028 | "\n", | |
|
1029 | " var backingStore = this.context.backingStorePixelRatio ||\n", | |
|
1030 | "\tthis.context.webkitBackingStorePixelRatio ||\n", | |
|
1031 | "\tthis.context.mozBackingStorePixelRatio ||\n", | |
|
1032 | "\tthis.context.msBackingStorePixelRatio ||\n", | |
|
1033 | "\tthis.context.oBackingStorePixelRatio ||\n", | |
|
1034 | "\tthis.context.backingStorePixelRatio || 1;\n", | |
|
1035 | "\n", | |
|
1036 | " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", | |
|
1037 | "\n", | |
|
1038 | " var rubberband = $('<canvas/>');\n", | |
|
1039 | " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", | |
|
1040 | "\n", | |
|
1041 | " var pass_mouse_events = true;\n", | |
|
1042 | "\n", | |
|
1043 | " canvas_div.resizable({\n", | |
|
1044 | " start: function(event, ui) {\n", | |
|
1045 | " pass_mouse_events = false;\n", | |
|
1046 | " },\n", | |
|
1047 | " resize: function(event, ui) {\n", | |
|
1048 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
1049 | " },\n", | |
|
1050 | " stop: function(event, ui) {\n", | |
|
1051 | " pass_mouse_events = true;\n", | |
|
1052 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
1053 | " },\n", | |
|
1054 | " });\n", | |
|
1055 | "\n", | |
|
1056 | " function mouse_event_fn(event) {\n", | |
|
1057 | " if (pass_mouse_events)\n", | |
|
1058 | " return fig.mouse_event(event, event['data']);\n", | |
|
1059 | " }\n", | |
|
1060 | "\n", | |
|
1061 | " rubberband.mousedown('button_press', mouse_event_fn);\n", | |
|
1062 | " rubberband.mouseup('button_release', mouse_event_fn);\n", | |
|
1063 | " // Throttle sequential mouse events to 1 every 20ms.\n", | |
|
1064 | " rubberband.mousemove('motion_notify', mouse_event_fn);\n", | |
|
1065 | "\n", | |
|
1066 | " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", | |
|
1067 | " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", | |
|
1068 | "\n", | |
|
1069 | " canvas_div.on(\"wheel\", function (event) {\n", | |
|
1070 | " event = event.originalEvent;\n", | |
|
1071 | " event['data'] = 'scroll'\n", | |
|
1072 | " if (event.deltaY < 0) {\n", | |
|
1073 | " event.step = 1;\n", | |
|
1074 | " } else {\n", | |
|
1075 | " event.step = -1;\n", | |
|
1076 | " }\n", | |
|
1077 | " mouse_event_fn(event);\n", | |
|
1078 | " });\n", | |
|
1079 | "\n", | |
|
1080 | " canvas_div.append(canvas);\n", | |
|
1081 | " canvas_div.append(rubberband);\n", | |
|
1082 | "\n", | |
|
1083 | " this.rubberband = rubberband;\n", | |
|
1084 | " this.rubberband_canvas = rubberband[0];\n", | |
|
1085 | " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", | |
|
1086 | " this.rubberband_context.strokeStyle = \"#000000\";\n", | |
|
1087 | "\n", | |
|
1088 | " this._resize_canvas = function(width, height) {\n", | |
|
1089 | " // Keep the size of the canvas, canvas container, and rubber band\n", | |
|
1090 | " // canvas in synch.\n", | |
|
1091 | " canvas_div.css('width', width)\n", | |
|
1092 | " canvas_div.css('height', height)\n", | |
|
1093 | "\n", | |
|
1094 | " canvas.attr('width', width * mpl.ratio);\n", | |
|
1095 | " canvas.attr('height', height * mpl.ratio);\n", | |
|
1096 | " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", | |
|
1097 | "\n", | |
|
1098 | " rubberband.attr('width', width);\n", | |
|
1099 | " rubberband.attr('height', height);\n", | |
|
1100 | " }\n", | |
|
1101 | "\n", | |
|
1102 | " // Set the figure to an initial 600x600px, this will subsequently be updated\n", | |
|
1103 | " // upon first draw.\n", | |
|
1104 | " this._resize_canvas(600, 600);\n", | |
|
1105 | "\n", | |
|
1106 | " // Disable right mouse context menu.\n", | |
|
1107 | " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", | |
|
1108 | " return false;\n", | |
|
1109 | " });\n", | |
|
1110 | "\n", | |
|
1111 | " function set_focus () {\n", | |
|
1112 | " canvas.focus();\n", | |
|
1113 | " canvas_div.focus();\n", | |
|
1114 | " }\n", | |
|
1115 | "\n", | |
|
1116 | " window.setTimeout(set_focus, 100);\n", | |
|
1117 | "}\n", | |
|
1118 | "\n", | |
|
1119 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
1120 | " var fig = this;\n", | |
|
1121 | "\n", | |
|
1122 | " var nav_element = $('<div/>')\n", | |
|
1123 | " nav_element.attr('style', 'width: 100%');\n", | |
|
1124 | " this.root.append(nav_element);\n", | |
|
1125 | "\n", | |
|
1126 | " // Define a callback function for later on.\n", | |
|
1127 | " function toolbar_event(event) {\n", | |
|
1128 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
1129 | " }\n", | |
|
1130 | " function toolbar_mouse_event(event) {\n", | |
|
1131 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
1132 | " }\n", | |
|
1133 | "\n", | |
|
1134 | " for(var toolbar_ind in mpl.toolbar_items) {\n", | |
|
1135 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
1136 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
1137 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
1138 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
1139 | "\n", | |
|
1140 | " if (!name) {\n", | |
|
1141 | " // put a spacer in here.\n", | |
|
1142 | " continue;\n", | |
|
1143 | " }\n", | |
|
1144 | " var button = $('<button/>');\n", | |
|
1145 | " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n", | |
|
1146 | " 'ui-button-icon-only');\n", | |
|
1147 | " button.attr('role', 'button');\n", | |
|
1148 | " button.attr('aria-disabled', 'false');\n", | |
|
1149 | " button.click(method_name, toolbar_event);\n", | |
|
1150 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
1151 | "\n", | |
|
1152 | " var icon_img = $('<span/>');\n", | |
|
1153 | " icon_img.addClass('ui-button-icon-primary ui-icon');\n", | |
|
1154 | " icon_img.addClass(image);\n", | |
|
1155 | " icon_img.addClass('ui-corner-all');\n", | |
|
1156 | "\n", | |
|
1157 | " var tooltip_span = $('<span/>');\n", | |
|
1158 | " tooltip_span.addClass('ui-button-text');\n", | |
|
1159 | " tooltip_span.html(tooltip);\n", | |
|
1160 | "\n", | |
|
1161 | " button.append(icon_img);\n", | |
|
1162 | " button.append(tooltip_span);\n", | |
|
1163 | "\n", | |
|
1164 | " nav_element.append(button);\n", | |
|
1165 | " }\n", | |
|
1166 | "\n", | |
|
1167 | " var fmt_picker_span = $('<span/>');\n", | |
|
1168 | "\n", | |
|
1169 | " var fmt_picker = $('<select/>');\n", | |
|
1170 | " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n", | |
|
1171 | " fmt_picker_span.append(fmt_picker);\n", | |
|
1172 | " nav_element.append(fmt_picker_span);\n", | |
|
1173 | " this.format_dropdown = fmt_picker[0];\n", | |
|
1174 | "\n", | |
|
1175 | " for (var ind in mpl.extensions) {\n", | |
|
1176 | " var fmt = mpl.extensions[ind];\n", | |
|
1177 | " var option = $(\n", | |
|
1178 | " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n", | |
|
1179 | " fmt_picker.append(option)\n", | |
|
1180 | " }\n", | |
|
1181 | "\n", | |
|
1182 | " // Add hover states to the ui-buttons\n", | |
|
1183 | " $( \".ui-button\" ).hover(\n", | |
|
1184 | " function() { $(this).addClass(\"ui-state-hover\");},\n", | |
|
1185 | " function() { $(this).removeClass(\"ui-state-hover\");}\n", | |
|
1186 | " );\n", | |
|
1187 | "\n", | |
|
1188 | " var status_bar = $('<span class=\"mpl-message\"/>');\n", | |
|
1189 | " nav_element.append(status_bar);\n", | |
|
1190 | " this.message = status_bar[0];\n", | |
|
1191 | "}\n", | |
|
1192 | "\n", | |
|
1193 | "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n", | |
|
1194 | " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", | |
|
1195 | " // which will in turn request a refresh of the image.\n", | |
|
1196 | " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n", | |
|
1197 | "}\n", | |
|
1198 | "\n", | |
|
1199 | "mpl.figure.prototype.send_message = function(type, properties) {\n", | |
|
1200 | " properties['type'] = type;\n", | |
|
1201 | " properties['figure_id'] = this.id;\n", | |
|
1202 | " this.ws.send(JSON.stringify(properties));\n", | |
|
1203 | "}\n", | |
|
1204 | "\n", | |
|
1205 | "mpl.figure.prototype.send_draw_message = function() {\n", | |
|
1206 | " if (!this.waiting) {\n", | |
|
1207 | " this.waiting = true;\n", | |
|
1208 | " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n", | |
|
1209 | " }\n", | |
|
1210 | "}\n", | |
|
1211 | "\n", | |
|
1212 | "\n", | |
|
1213 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
1214 | " var format_dropdown = fig.format_dropdown;\n", | |
|
1215 | " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", | |
|
1216 | " fig.ondownload(fig, format);\n", | |
|
1217 | "}\n", | |
|
1218 | "\n", | |
|
1219 | "\n", | |
|
1220 | "mpl.figure.prototype.handle_resize = function(fig, msg) {\n", | |
|
1221 | " var size = msg['size'];\n", | |
|
1222 | " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n", | |
|
1223 | " fig._resize_canvas(size[0], size[1]);\n", | |
|
1224 | " fig.send_message(\"refresh\", {});\n", | |
|
1225 | " };\n", | |
|
1226 | "}\n", | |
|
1227 | "\n", | |
|
1228 | "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n", | |
|
1229 | " var x0 = msg['x0'] / mpl.ratio;\n", | |
|
1230 | " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n", | |
|
1231 | " var x1 = msg['x1'] / mpl.ratio;\n", | |
|
1232 | " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n", | |
|
1233 | " x0 = Math.floor(x0) + 0.5;\n", | |
|
1234 | " y0 = Math.floor(y0) + 0.5;\n", | |
|
1235 | " x1 = Math.floor(x1) + 0.5;\n", | |
|
1236 | " y1 = Math.floor(y1) + 0.5;\n", | |
|
1237 | " var min_x = Math.min(x0, x1);\n", | |
|
1238 | " var min_y = Math.min(y0, y1);\n", | |
|
1239 | " var width = Math.abs(x1 - x0);\n", | |
|
1240 | " var height = Math.abs(y1 - y0);\n", | |
|
1241 | "\n", | |
|
1242 | " fig.rubberband_context.clearRect(\n", | |
|
1243 | " 0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
1244 | "\n", | |
|
1245 | " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", | |
|
1246 | "}\n", | |
|
1247 | "\n", | |
|
1248 | "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n", | |
|
1249 | " // Updates the figure title.\n", | |
|
1250 | " fig.header.textContent = msg['label'];\n", | |
|
1251 | "}\n", | |
|
1252 | "\n", | |
|
1253 | "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n", | |
|
1254 | " var cursor = msg['cursor'];\n", | |
|
1255 | " switch(cursor)\n", | |
|
1256 | " {\n", | |
|
1257 | " case 0:\n", | |
|
1258 | " cursor = 'pointer';\n", | |
|
1259 | " break;\n", | |
|
1260 | " case 1:\n", | |
|
1261 | " cursor = 'default';\n", | |
|
1262 | " break;\n", | |
|
1263 | " case 2:\n", | |
|
1264 | " cursor = 'crosshair';\n", | |
|
1265 | " break;\n", | |
|
1266 | " case 3:\n", | |
|
1267 | " cursor = 'move';\n", | |
|
1268 | " break;\n", | |
|
1269 | " }\n", | |
|
1270 | " fig.rubberband_canvas.style.cursor = cursor;\n", | |
|
1271 | "}\n", | |
|
1272 | "\n", | |
|
1273 | "mpl.figure.prototype.handle_message = function(fig, msg) {\n", | |
|
1274 | " fig.message.textContent = msg['message'];\n", | |
|
1275 | "}\n", | |
|
1276 | "\n", | |
|
1277 | "mpl.figure.prototype.handle_draw = function(fig, msg) {\n", | |
|
1278 | " // Request the server to send over a new figure.\n", | |
|
1279 | " fig.send_draw_message();\n", | |
|
1280 | "}\n", | |
|
1281 | "\n", | |
|
1282 | "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n", | |
|
1283 | " fig.image_mode = msg['mode'];\n", | |
|
1284 | "}\n", | |
|
1285 | "\n", | |
|
1286 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
1287 | " // Called whenever the canvas gets updated.\n", | |
|
1288 | " this.send_message(\"ack\", {});\n", | |
|
1289 | "}\n", | |
|
1290 | "\n", | |
|
1291 | "// A function to construct a web socket function for onmessage handling.\n", | |
|
1292 | "// Called in the figure constructor.\n", | |
|
1293 | "mpl.figure.prototype._make_on_message_function = function(fig) {\n", | |
|
1294 | " return function socket_on_message(evt) {\n", | |
|
1295 | " if (evt.data instanceof Blob) {\n", | |
|
1296 | " /* FIXME: We get \"Resource interpreted as Image but\n", | |
|
1297 | " * transferred with MIME type text/plain:\" errors on\n", | |
|
1298 | " * Chrome. But how to set the MIME type? It doesn't seem\n", | |
|
1299 | " * to be part of the websocket stream */\n", | |
|
1300 | " evt.data.type = \"image/png\";\n", | |
|
1301 | "\n", | |
|
1302 | " /* Free the memory for the previous frames */\n", | |
|
1303 | " if (fig.imageObj.src) {\n", | |
|
1304 | " (window.URL || window.webkitURL).revokeObjectURL(\n", | |
|
1305 | " fig.imageObj.src);\n", | |
|
1306 | " }\n", | |
|
1307 | "\n", | |
|
1308 | " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", | |
|
1309 | " evt.data);\n", | |
|
1310 | " fig.updated_canvas_event();\n", | |
|
1311 | " fig.waiting = false;\n", | |
|
1312 | " return;\n", | |
|
1313 | " }\n", | |
|
1314 | " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n", | |
|
1315 | " fig.imageObj.src = evt.data;\n", | |
|
1316 | " fig.updated_canvas_event();\n", | |
|
1317 | " fig.waiting = false;\n", | |
|
1318 | " return;\n", | |
|
1319 | " }\n", | |
|
1320 | "\n", | |
|
1321 | " var msg = JSON.parse(evt.data);\n", | |
|
1322 | " var msg_type = msg['type'];\n", | |
|
1323 | "\n", | |
|
1324 | " // Call the \"handle_{type}\" callback, which takes\n", | |
|
1325 | " // the figure and JSON message as its only arguments.\n", | |
|
1326 | " try {\n", | |
|
1327 | " var callback = fig[\"handle_\" + msg_type];\n", | |
|
1328 | " } catch (e) {\n", | |
|
1329 | " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n", | |
|
1330 | " return;\n", | |
|
1331 | " }\n", | |
|
1332 | "\n", | |
|
1333 | " if (callback) {\n", | |
|
1334 | " try {\n", | |
|
1335 | " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", | |
|
1336 | " callback(fig, msg);\n", | |
|
1337 | " } catch (e) {\n", | |
|
1338 | " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n", | |
|
1339 | " }\n", | |
|
1340 | " }\n", | |
|
1341 | " };\n", | |
|
1342 | "}\n", | |
|
1343 | "\n", | |
|
1344 | "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", | |
|
1345 | "mpl.findpos = function(e) {\n", | |
|
1346 | " //this section is from http://www.quirksmode.org/js/events_properties.html\n", | |
|
1347 | " var targ;\n", | |
|
1348 | " if (!e)\n", | |
|
1349 | " e = window.event;\n", | |
|
1350 | " if (e.target)\n", | |
|
1351 | " targ = e.target;\n", | |
|
1352 | " else if (e.srcElement)\n", | |
|
1353 | " targ = e.srcElement;\n", | |
|
1354 | " if (targ.nodeType == 3) // defeat Safari bug\n", | |
|
1355 | " targ = targ.parentNode;\n", | |
|
1356 | "\n", | |
|
1357 | " // jQuery normalizes the pageX and pageY\n", | |
|
1358 | " // pageX,Y are the mouse positions relative to the document\n", | |
|
1359 | " // offset() returns the position of the element relative to the document\n", | |
|
1360 | " var x = e.pageX - $(targ).offset().left;\n", | |
|
1361 | " var y = e.pageY - $(targ).offset().top;\n", | |
|
1362 | "\n", | |
|
1363 | " return {\"x\": x, \"y\": y};\n", | |
|
1364 | "};\n", | |
|
1365 | "\n", | |
|
1366 | "/*\n", | |
|
1367 | " * return a copy of an object with only non-object keys\n", | |
|
1368 | " * we need this to avoid circular references\n", | |
|
1369 | " * http://stackoverflow.com/a/24161582/3208463\n", | |
|
1370 | " */\n", | |
|
1371 | "function simpleKeys (original) {\n", | |
|
1372 | " return Object.keys(original).reduce(function (obj, key) {\n", | |
|
1373 | " if (typeof original[key] !== 'object')\n", | |
|
1374 | " obj[key] = original[key]\n", | |
|
1375 | " return obj;\n", | |
|
1376 | " }, {});\n", | |
|
1377 | "}\n", | |
|
1378 | "\n", | |
|
1379 | "mpl.figure.prototype.mouse_event = function(event, name) {\n", | |
|
1380 | " var canvas_pos = mpl.findpos(event)\n", | |
|
1381 | "\n", | |
|
1382 | " if (name === 'button_press')\n", | |
|
1383 | " {\n", | |
|
1384 | " this.canvas.focus();\n", | |
|
1385 | " this.canvas_div.focus();\n", | |
|
1386 | " }\n", | |
|
1387 | "\n", | |
|
1388 | " var x = canvas_pos.x * mpl.ratio;\n", | |
|
1389 | " var y = canvas_pos.y * mpl.ratio;\n", | |
|
1390 | "\n", | |
|
1391 | " this.send_message(name, {x: x, y: y, button: event.button,\n", | |
|
1392 | " step: event.step,\n", | |
|
1393 | " guiEvent: simpleKeys(event)});\n", | |
|
1394 | "\n", | |
|
1395 | " /* This prevents the web browser from automatically changing to\n", | |
|
1396 | " * the text insertion cursor when the button is pressed. We want\n", | |
|
1397 | " * to control all of the cursor setting manually through the\n", | |
|
1398 | " * 'cursor' event from matplotlib */\n", | |
|
1399 | " event.preventDefault();\n", | |
|
1400 | " return false;\n", | |
|
1401 | "}\n", | |
|
1402 | "\n", | |
|
1403 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
1404 | " // Handle any extra behaviour associated with a key event\n", | |
|
1405 | "}\n", | |
|
1406 | "\n", | |
|
1407 | "mpl.figure.prototype.key_event = function(event, name) {\n", | |
|
1408 | "\n", | |
|
1409 | " // Prevent repeat events\n", | |
|
1410 | " if (name == 'key_press')\n", | |
|
1411 | " {\n", | |
|
1412 | " if (event.which === this._key)\n", | |
|
1413 | " return;\n", | |
|
1414 | " else\n", | |
|
1415 | " this._key = event.which;\n", | |
|
1416 | " }\n", | |
|
1417 | " if (name == 'key_release')\n", | |
|
1418 | " this._key = null;\n", | |
|
1419 | "\n", | |
|
1420 | " var value = '';\n", | |
|
1421 | " if (event.ctrlKey && event.which != 17)\n", | |
|
1422 | " value += \"ctrl+\";\n", | |
|
1423 | " if (event.altKey && event.which != 18)\n", | |
|
1424 | " value += \"alt+\";\n", | |
|
1425 | " if (event.shiftKey && event.which != 16)\n", | |
|
1426 | " value += \"shift+\";\n", | |
|
1427 | "\n", | |
|
1428 | " value += 'k';\n", | |
|
1429 | " value += event.which.toString();\n", | |
|
1430 | "\n", | |
|
1431 | " this._key_event_extra(event, name);\n", | |
|
1432 | "\n", | |
|
1433 | " this.send_message(name, {key: value,\n", | |
|
1434 | " guiEvent: simpleKeys(event)});\n", | |
|
1435 | " return false;\n", | |
|
1436 | "}\n", | |
|
1437 | "\n", | |
|
1438 | "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n", | |
|
1439 | " if (name == 'download') {\n", | |
|
1440 | " this.handle_save(this, null);\n", | |
|
1441 | " } else {\n", | |
|
1442 | " this.send_message(\"toolbar_button\", {name: name});\n", | |
|
1443 | " }\n", | |
|
1444 | "};\n", | |
|
1445 | "\n", | |
|
1446 | "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n", | |
|
1447 | " this.message.textContent = tooltip;\n", | |
|
1448 | "};\n", | |
|
1449 | "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", | |
|
1450 | "\n", | |
|
1451 | "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", | |
|
1452 | "\n", | |
|
1453 | "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", | |
|
1454 | " // Create a \"websocket\"-like object which calls the given IPython comm\n", | |
|
1455 | " // object with the appropriate methods. Currently this is a non binary\n", | |
|
1456 | " // socket, so there is still some room for performance tuning.\n", | |
|
1457 | " var ws = {};\n", | |
|
1458 | "\n", | |
|
1459 | " ws.close = function() {\n", | |
|
1460 | " comm.close()\n", | |
|
1461 | " };\n", | |
|
1462 | " ws.send = function(m) {\n", | |
|
1463 | " //console.log('sending', m);\n", | |
|
1464 | " comm.send(m);\n", | |
|
1465 | " };\n", | |
|
1466 | " // Register the callback with on_msg.\n", | |
|
1467 | " comm.on_msg(function(msg) {\n", | |
|
1468 | " //console.log('receiving', msg['content']['data'], msg);\n", | |
|
1469 | " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", | |
|
1470 | " ws.onmessage(msg['content']['data'])\n", | |
|
1471 | " });\n", | |
|
1472 | " return ws;\n", | |
|
1473 | "}\n", | |
|
1474 | "\n", | |
|
1475 | "mpl.mpl_figure_comm = function(comm, msg) {\n", | |
|
1476 | " // This is the function which gets called when the mpl process\n", | |
|
1477 | " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", | |
|
1478 | "\n", | |
|
1479 | " var id = msg.content.data.id;\n", | |
|
1480 | " // Get hold of the div created by the display call when the Comm\n", | |
|
1481 | " // socket was opened in Python.\n", | |
|
1482 | " var element = $(\"#\" + id);\n", | |
|
1483 | " var ws_proxy = comm_websocket_adapter(comm)\n", | |
|
1484 | "\n", | |
|
1485 | " function ondownload(figure, format) {\n", | |
|
1486 | " window.open(figure.imageObj.src);\n", | |
|
1487 | " }\n", | |
|
1488 | "\n", | |
|
1489 | " var fig = new mpl.figure(id, ws_proxy,\n", | |
|
1490 | " ondownload,\n", | |
|
1491 | " element.get(0));\n", | |
|
1492 | "\n", | |
|
1493 | " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", | |
|
1494 | " // web socket which is closed, not our websocket->open comm proxy.\n", | |
|
1495 | " ws_proxy.onopen();\n", | |
|
1496 | "\n", | |
|
1497 | " fig.parent_element = element.get(0);\n", | |
|
1498 | " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", | |
|
1499 | " if (!fig.cell_info) {\n", | |
|
1500 | " console.error(\"Failed to find cell for figure\", id, fig);\n", | |
|
1501 | " return;\n", | |
|
1502 | " }\n", | |
|
1503 | "\n", | |
|
1504 | " var output_index = fig.cell_info[2]\n", | |
|
1505 | " var cell = fig.cell_info[0];\n", | |
|
1506 | "\n", | |
|
1507 | "};\n", | |
|
1508 | "\n", | |
|
1509 | "mpl.figure.prototype.handle_close = function(fig, msg) {\n", | |
|
1510 | " var width = fig.canvas.width/mpl.ratio\n", | |
|
1511 | " fig.root.unbind('remove')\n", | |
|
1512 | "\n", | |
|
1513 | " // Update the output cell to use the data from the current canvas.\n", | |
|
1514 | " fig.push_to_output();\n", | |
|
1515 | " var dataURL = fig.canvas.toDataURL();\n", | |
|
1516 | " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", | |
|
1517 | " // the notebook keyboard shortcuts fail.\n", | |
|
1518 | " IPython.keyboard_manager.enable()\n", | |
|
1519 | " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n", | |
|
1520 | " fig.close_ws(fig, msg);\n", | |
|
1521 | "}\n", | |
|
1522 | "\n", | |
|
1523 | "mpl.figure.prototype.close_ws = function(fig, msg){\n", | |
|
1524 | " fig.send_message('closing', msg);\n", | |
|
1525 | " // fig.ws.close()\n", | |
|
1526 | "}\n", | |
|
1527 | "\n", | |
|
1528 | "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n", | |
|
1529 | " // Turn the data on the canvas into data in the output cell.\n", | |
|
1530 | " var width = this.canvas.width/mpl.ratio\n", | |
|
1531 | " var dataURL = this.canvas.toDataURL();\n", | |
|
1532 | " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", | |
|
1533 | "}\n", | |
|
1534 | "\n", | |
|
1535 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
1536 | " // Tell IPython that the notebook contents must change.\n", | |
|
1537 | " IPython.notebook.set_dirty(true);\n", | |
|
1538 | " this.send_message(\"ack\", {});\n", | |
|
1539 | " var fig = this;\n", | |
|
1540 | " // Wait a second, then push the new image to the DOM so\n", | |
|
1541 | " // that it is saved nicely (might be nice to debounce this).\n", | |
|
1542 | " setTimeout(function () { fig.push_to_output() }, 1000);\n", | |
|
1543 | "}\n", | |
|
1544 | "\n", | |
|
1545 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
1546 | " var fig = this;\n", | |
|
1547 | "\n", | |
|
1548 | " var nav_element = $('<div/>')\n", | |
|
1549 | " nav_element.attr('style', 'width: 100%');\n", | |
|
1550 | " this.root.append(nav_element);\n", | |
|
1551 | "\n", | |
|
1552 | " // Define a callback function for later on.\n", | |
|
1553 | " function toolbar_event(event) {\n", | |
|
1554 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
1555 | " }\n", | |
|
1556 | " function toolbar_mouse_event(event) {\n", | |
|
1557 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
1558 | " }\n", | |
|
1559 | "\n", | |
|
1560 | " for(var toolbar_ind in mpl.toolbar_items){\n", | |
|
1561 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
1562 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
1563 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
1564 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
1565 | "\n", | |
|
1566 | " if (!name) { continue; };\n", | |
|
1567 | "\n", | |
|
1568 | " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n", | |
|
1569 | " button.click(method_name, toolbar_event);\n", | |
|
1570 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
1571 | " nav_element.append(button);\n", | |
|
1572 | " }\n", | |
|
1573 | "\n", | |
|
1574 | " // Add the status bar.\n", | |
|
1575 | " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n", | |
|
1576 | " nav_element.append(status_bar);\n", | |
|
1577 | " this.message = status_bar[0];\n", | |
|
1578 | "\n", | |
|
1579 | " // Add the close button to the window.\n", | |
|
1580 | " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n", | |
|
1581 | " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n", | |
|
1582 | " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", | |
|
1583 | " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", | |
|
1584 | " buttongrp.append(button);\n", | |
|
1585 | " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", | |
|
1586 | " titlebar.prepend(buttongrp);\n", | |
|
1587 | "}\n", | |
|
1588 | "\n", | |
|
1589 | "mpl.figure.prototype._root_extra_style = function(el){\n", | |
|
1590 | " var fig = this\n", | |
|
1591 | " el.on(\"remove\", function(){\n", | |
|
1592 | "\tfig.close_ws(fig, {});\n", | |
|
1593 | " });\n", | |
|
1594 | "}\n", | |
|
1595 | "\n", | |
|
1596 | "mpl.figure.prototype._canvas_extra_style = function(el){\n", | |
|
1597 | " // this is important to make the div 'focusable\n", | |
|
1598 | " el.attr('tabindex', 0)\n", | |
|
1599 | " // reach out to IPython and tell the keyboard manager to turn it's self\n", | |
|
1600 | " // off when our div gets focus\n", | |
|
1601 | "\n", | |
|
1602 | " // location in version 3\n", | |
|
1603 | " if (IPython.notebook.keyboard_manager) {\n", | |
|
1604 | " IPython.notebook.keyboard_manager.register_events(el);\n", | |
|
1605 | " }\n", | |
|
1606 | " else {\n", | |
|
1607 | " // location in version 2\n", | |
|
1608 | " IPython.keyboard_manager.register_events(el);\n", | |
|
1609 | " }\n", | |
|
1610 | "\n", | |
|
1611 | "}\n", | |
|
1612 | "\n", | |
|
1613 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
1614 | " var manager = IPython.notebook.keyboard_manager;\n", | |
|
1615 | " if (!manager)\n", | |
|
1616 | " manager = IPython.keyboard_manager;\n", | |
|
1617 | "\n", | |
|
1618 | " // Check for shift+enter\n", | |
|
1619 | " if (event.shiftKey && event.which == 13) {\n", | |
|
1620 | " this.canvas_div.blur();\n", | |
|
1621 | " event.shiftKey = false;\n", | |
|
1622 | " // Send a \"J\" for go to next cell\n", | |
|
1623 | " event.which = 74;\n", | |
|
1624 | " event.keyCode = 74;\n", | |
|
1625 | " manager.command_mode();\n", | |
|
1626 | " manager.handle_keydown(event);\n", | |
|
1627 | " }\n", | |
|
1628 | "}\n", | |
|
1629 | "\n", | |
|
1630 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
1631 | " fig.ondownload(fig, null);\n", | |
|
1632 | "}\n", | |
|
1633 | "\n", | |
|
1634 | "\n", | |
|
1635 | "mpl.find_output_cell = function(html_output) {\n", | |
|
1636 | " // Return the cell and output element which can be found *uniquely* in the notebook.\n", | |
|
1637 | " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", | |
|
1638 | " // IPython event is triggered only after the cells have been serialised, which for\n", | |
|
1639 | " // our purposes (turning an active figure into a static one), is too late.\n", | |
|
1640 | " var cells = IPython.notebook.get_cells();\n", | |
|
1641 | " var ncells = cells.length;\n", | |
|
1642 | " for (var i=0; i<ncells; i++) {\n", | |
|
1643 | " var cell = cells[i];\n", | |
|
1644 | " if (cell.cell_type === 'code'){\n", | |
|
1645 | " for (var j=0; j<cell.output_area.outputs.length; j++) {\n", | |
|
1646 | " var data = cell.output_area.outputs[j];\n", | |
|
1647 | " if (data.data) {\n", | |
|
1648 | " // IPython >= 3 moved mimebundle to data attribute of output\n", | |
|
1649 | " data = data.data;\n", | |
|
1650 | " }\n", | |
|
1651 | " if (data['text/html'] == html_output) {\n", | |
|
1652 | " return [cell, data, j];\n", | |
|
1653 | " }\n", | |
|
1654 | " }\n", | |
|
1655 | " }\n", | |
|
1656 | " }\n", | |
|
1657 | "}\n", | |
|
1658 | "\n", | |
|
1659 | "// Register the function which deals with the matplotlib target/channel.\n", | |
|
1660 | "// The kernel may be null if the page has been refreshed.\n", | |
|
1661 | "if (IPython.notebook.kernel != null) {\n", | |
|
1662 | " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", | |
|
1663 | "}\n" | |
|
1664 | ], | |
|
1665 | "text/plain": [ | |
|
1666 | "<IPython.core.display.Javascript object>" | |
|
1667 | ] | |
|
1668 | }, | |
|
1669 | "metadata": {}, | |
|
1670 | "output_type": "display_data" | |
|
1671 | }, | |
|
1672 | { | |
|
1673 | "data": { | |
|
1674 | "text/html": [ | |
|
1675 | "<img 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width=\"900\">" | |
|
1676 | ], | |
|
1677 | "text/plain": [ | |
|
1678 | "<IPython.core.display.HTML object>" | |
|
1679 | ] | |
|
1680 | }, | |
|
1681 | "metadata": {}, | |
|
1682 | "output_type": "display_data" | |
|
1683 | }, | |
|
1684 | { | |
|
1685 | "data": { | |
|
1686 | "application/javascript": [ | |
|
1687 | "/* Put everything inside the global mpl namespace */\n", | |
|
1688 | "window.mpl = {};\n", | |
|
1689 | "\n", | |
|
1690 | "\n", | |
|
1691 | "mpl.get_websocket_type = function() {\n", | |
|
1692 | " if (typeof(WebSocket) !== 'undefined') {\n", | |
|
1693 | " return WebSocket;\n", | |
|
1694 | " } else if (typeof(MozWebSocket) !== 'undefined') {\n", | |
|
1695 | " return MozWebSocket;\n", | |
|
1696 | " } else {\n", | |
|
1697 | " alert('Your browser does not have WebSocket support.' +\n", | |
|
1698 | " 'Please try Chrome, Safari or Firefox β₯ 6. ' +\n", | |
|
1699 | " 'Firefox 4 and 5 are also supported but you ' +\n", | |
|
1700 | " 'have to enable WebSockets in about:config.');\n", | |
|
1701 | " };\n", | |
|
1702 | "}\n", | |
|
1703 | "\n", | |
|
1704 | "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", | |
|
1705 | " this.id = figure_id;\n", | |
|
1706 | "\n", | |
|
1707 | " this.ws = websocket;\n", | |
|
1708 | "\n", | |
|
1709 | " this.supports_binary = (this.ws.binaryType != undefined);\n", | |
|
1710 | "\n", | |
|
1711 | " if (!this.supports_binary) {\n", | |
|
1712 | " var warnings = document.getElementById(\"mpl-warnings\");\n", | |
|
1713 | " if (warnings) {\n", | |
|
1714 | " warnings.style.display = 'block';\n", | |
|
1715 | " warnings.textContent = (\n", | |
|
1716 | " \"This browser does not support binary websocket messages. \" +\n", | |
|
1717 | " \"Performance may be slow.\");\n", | |
|
1718 | " }\n", | |
|
1719 | " }\n", | |
|
1720 | "\n", | |
|
1721 | " this.imageObj = new Image();\n", | |
|
1722 | "\n", | |
|
1723 | " this.context = undefined;\n", | |
|
1724 | " this.message = undefined;\n", | |
|
1725 | " this.canvas = undefined;\n", | |
|
1726 | " this.rubberband_canvas = undefined;\n", | |
|
1727 | " this.rubberband_context = undefined;\n", | |
|
1728 | " this.format_dropdown = undefined;\n", | |
|
1729 | "\n", | |
|
1730 | " this.image_mode = 'full';\n", | |
|
1731 | "\n", | |
|
1732 | " this.root = $('<div/>');\n", | |
|
1733 | " this._root_extra_style(this.root)\n", | |
|
1734 | " this.root.attr('style', 'display: inline-block');\n", | |
|
1735 | "\n", | |
|
1736 | " $(parent_element).append(this.root);\n", | |
|
1737 | "\n", | |
|
1738 | " this._init_header(this);\n", | |
|
1739 | " this._init_canvas(this);\n", | |
|
1740 | " this._init_toolbar(this);\n", | |
|
1741 | "\n", | |
|
1742 | " var fig = this;\n", | |
|
1743 | "\n", | |
|
1744 | " this.waiting = false;\n", | |
|
1745 | "\n", | |
|
1746 | " this.ws.onopen = function () {\n", | |
|
1747 | " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", | |
|
1748 | " fig.send_message(\"send_image_mode\", {});\n", | |
|
1749 | " if (mpl.ratio != 1) {\n", | |
|
1750 | " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", | |
|
1751 | " }\n", | |
|
1752 | " fig.send_message(\"refresh\", {});\n", | |
|
1753 | " }\n", | |
|
1754 | "\n", | |
|
1755 | " this.imageObj.onload = function() {\n", | |
|
1756 | " if (fig.image_mode == 'full') {\n", | |
|
1757 | " // Full images could contain transparency (where diff images\n", | |
|
1758 | " // almost always do), so we need to clear the canvas so that\n", | |
|
1759 | " // there is no ghosting.\n", | |
|
1760 | " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
1761 | " }\n", | |
|
1762 | " fig.context.drawImage(fig.imageObj, 0, 0);\n", | |
|
1763 | " };\n", | |
|
1764 | "\n", | |
|
1765 | " this.imageObj.onunload = function() {\n", | |
|
1766 | " fig.ws.close();\n", | |
|
1767 | " }\n", | |
|
1768 | "\n", | |
|
1769 | " this.ws.onmessage = this._make_on_message_function(this);\n", | |
|
1770 | "\n", | |
|
1771 | " this.ondownload = ondownload;\n", | |
|
1772 | "}\n", | |
|
1773 | "\n", | |
|
1774 | "mpl.figure.prototype._init_header = function() {\n", | |
|
1775 | " var titlebar = $(\n", | |
|
1776 | " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n", | |
|
1777 | " 'ui-helper-clearfix\"/>');\n", | |
|
1778 | " var titletext = $(\n", | |
|
1779 | " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n", | |
|
1780 | " 'text-align: center; padding: 3px;\"/>');\n", | |
|
1781 | " titlebar.append(titletext)\n", | |
|
1782 | " this.root.append(titlebar);\n", | |
|
1783 | " this.header = titletext[0];\n", | |
|
1784 | "}\n", | |
|
1785 | "\n", | |
|
1786 | "\n", | |
|
1787 | "\n", | |
|
1788 | "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", | |
|
1789 | "\n", | |
|
1790 | "}\n", | |
|
1791 | "\n", | |
|
1792 | "\n", | |
|
1793 | "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", | |
|
1794 | "\n", | |
|
1795 | "}\n", | |
|
1796 | "\n", | |
|
1797 | "mpl.figure.prototype._init_canvas = function() {\n", | |
|
1798 | " var fig = this;\n", | |
|
1799 | "\n", | |
|
1800 | " var canvas_div = $('<div/>');\n", | |
|
1801 | "\n", | |
|
1802 | " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", | |
|
1803 | "\n", | |
|
1804 | " function canvas_keyboard_event(event) {\n", | |
|
1805 | " return fig.key_event(event, event['data']);\n", | |
|
1806 | " }\n", | |
|
1807 | "\n", | |
|
1808 | " canvas_div.keydown('key_press', canvas_keyboard_event);\n", | |
|
1809 | " canvas_div.keyup('key_release', canvas_keyboard_event);\n", | |
|
1810 | " this.canvas_div = canvas_div\n", | |
|
1811 | " this._canvas_extra_style(canvas_div)\n", | |
|
1812 | " this.root.append(canvas_div);\n", | |
|
1813 | "\n", | |
|
1814 | " var canvas = $('<canvas/>');\n", | |
|
1815 | " canvas.addClass('mpl-canvas');\n", | |
|
1816 | " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", | |
|
1817 | "\n", | |
|
1818 | " this.canvas = canvas[0];\n", | |
|
1819 | " this.context = canvas[0].getContext(\"2d\");\n", | |
|
1820 | "\n", | |
|
1821 | " var backingStore = this.context.backingStorePixelRatio ||\n", | |
|
1822 | "\tthis.context.webkitBackingStorePixelRatio ||\n", | |
|
1823 | "\tthis.context.mozBackingStorePixelRatio ||\n", | |
|
1824 | "\tthis.context.msBackingStorePixelRatio ||\n", | |
|
1825 | "\tthis.context.oBackingStorePixelRatio ||\n", | |
|
1826 | "\tthis.context.backingStorePixelRatio || 1;\n", | |
|
1827 | "\n", | |
|
1828 | " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", | |
|
1829 | "\n", | |
|
1830 | " var rubberband = $('<canvas/>');\n", | |
|
1831 | " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", | |
|
1832 | "\n", | |
|
1833 | " var pass_mouse_events = true;\n", | |
|
1834 | "\n", | |
|
1835 | " canvas_div.resizable({\n", | |
|
1836 | " start: function(event, ui) {\n", | |
|
1837 | " pass_mouse_events = false;\n", | |
|
1838 | " },\n", | |
|
1839 | " resize: function(event, ui) {\n", | |
|
1840 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
1841 | " },\n", | |
|
1842 | " stop: function(event, ui) {\n", | |
|
1843 | " pass_mouse_events = true;\n", | |
|
1844 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
1845 | " },\n", | |
|
1846 | " });\n", | |
|
1847 | "\n", | |
|
1848 | " function mouse_event_fn(event) {\n", | |
|
1849 | " if (pass_mouse_events)\n", | |
|
1850 | " return fig.mouse_event(event, event['data']);\n", | |
|
1851 | " }\n", | |
|
1852 | "\n", | |
|
1853 | " rubberband.mousedown('button_press', mouse_event_fn);\n", | |
|
1854 | " rubberband.mouseup('button_release', mouse_event_fn);\n", | |
|
1855 | " // Throttle sequential mouse events to 1 every 20ms.\n", | |
|
1856 | " rubberband.mousemove('motion_notify', mouse_event_fn);\n", | |
|
1857 | "\n", | |
|
1858 | " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", | |
|
1859 | " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", | |
|
1860 | "\n", | |
|
1861 | " canvas_div.on(\"wheel\", function (event) {\n", | |
|
1862 | " event = event.originalEvent;\n", | |
|
1863 | " event['data'] = 'scroll'\n", | |
|
1864 | " if (event.deltaY < 0) {\n", | |
|
1865 | " event.step = 1;\n", | |
|
1866 | " } else {\n", | |
|
1867 | " event.step = -1;\n", | |
|
1868 | " }\n", | |
|
1869 | " mouse_event_fn(event);\n", | |
|
1870 | " });\n", | |
|
1871 | "\n", | |
|
1872 | " canvas_div.append(canvas);\n", | |
|
1873 | " canvas_div.append(rubberband);\n", | |
|
1874 | "\n", | |
|
1875 | " this.rubberband = rubberband;\n", | |
|
1876 | " this.rubberband_canvas = rubberband[0];\n", | |
|
1877 | " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", | |
|
1878 | " this.rubberband_context.strokeStyle = \"#000000\";\n", | |
|
1879 | "\n", | |
|
1880 | " this._resize_canvas = function(width, height) {\n", | |
|
1881 | " // Keep the size of the canvas, canvas container, and rubber band\n", | |
|
1882 | " // canvas in synch.\n", | |
|
1883 | " canvas_div.css('width', width)\n", | |
|
1884 | " canvas_div.css('height', height)\n", | |
|
1885 | "\n", | |
|
1886 | " canvas.attr('width', width * mpl.ratio);\n", | |
|
1887 | " canvas.attr('height', height * mpl.ratio);\n", | |
|
1888 | " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", | |
|
1889 | "\n", | |
|
1890 | " rubberband.attr('width', width);\n", | |
|
1891 | " rubberband.attr('height', height);\n", | |
|
1892 | " }\n", | |
|
1893 | "\n", | |
|
1894 | " // Set the figure to an initial 600x600px, this will subsequently be updated\n", | |
|
1895 | " // upon first draw.\n", | |
|
1896 | " this._resize_canvas(600, 600);\n", | |
|
1897 | "\n", | |
|
1898 | " // Disable right mouse context menu.\n", | |
|
1899 | " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", | |
|
1900 | " return false;\n", | |
|
1901 | " });\n", | |
|
1902 | "\n", | |
|
1903 | " function set_focus () {\n", | |
|
1904 | " canvas.focus();\n", | |
|
1905 | " canvas_div.focus();\n", | |
|
1906 | " }\n", | |
|
1907 | "\n", | |
|
1908 | " window.setTimeout(set_focus, 100);\n", | |
|
1909 | "}\n", | |
|
1910 | "\n", | |
|
1911 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
1912 | " var fig = this;\n", | |
|
1913 | "\n", | |
|
1914 | " var nav_element = $('<div/>')\n", | |
|
1915 | " nav_element.attr('style', 'width: 100%');\n", | |
|
1916 | " this.root.append(nav_element);\n", | |
|
1917 | "\n", | |
|
1918 | " // Define a callback function for later on.\n", | |
|
1919 | " function toolbar_event(event) {\n", | |
|
1920 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
1921 | " }\n", | |
|
1922 | " function toolbar_mouse_event(event) {\n", | |
|
1923 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
1924 | " }\n", | |
|
1925 | "\n", | |
|
1926 | " for(var toolbar_ind in mpl.toolbar_items) {\n", | |
|
1927 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
1928 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
1929 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
1930 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
1931 | "\n", | |
|
1932 | " if (!name) {\n", | |
|
1933 | " // put a spacer in here.\n", | |
|
1934 | " continue;\n", | |
|
1935 | " }\n", | |
|
1936 | " var button = $('<button/>');\n", | |
|
1937 | " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n", | |
|
1938 | " 'ui-button-icon-only');\n", | |
|
1939 | " button.attr('role', 'button');\n", | |
|
1940 | " button.attr('aria-disabled', 'false');\n", | |
|
1941 | " button.click(method_name, toolbar_event);\n", | |
|
1942 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
1943 | "\n", | |
|
1944 | " var icon_img = $('<span/>');\n", | |
|
1945 | " icon_img.addClass('ui-button-icon-primary ui-icon');\n", | |
|
1946 | " icon_img.addClass(image);\n", | |
|
1947 | " icon_img.addClass('ui-corner-all');\n", | |
|
1948 | "\n", | |
|
1949 | " var tooltip_span = $('<span/>');\n", | |
|
1950 | " tooltip_span.addClass('ui-button-text');\n", | |
|
1951 | " tooltip_span.html(tooltip);\n", | |
|
1952 | "\n", | |
|
1953 | " button.append(icon_img);\n", | |
|
1954 | " button.append(tooltip_span);\n", | |
|
1955 | "\n", | |
|
1956 | " nav_element.append(button);\n", | |
|
1957 | " }\n", | |
|
1958 | "\n", | |
|
1959 | " var fmt_picker_span = $('<span/>');\n", | |
|
1960 | "\n", | |
|
1961 | " var fmt_picker = $('<select/>');\n", | |
|
1962 | " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n", | |
|
1963 | " fmt_picker_span.append(fmt_picker);\n", | |
|
1964 | " nav_element.append(fmt_picker_span);\n", | |
|
1965 | " this.format_dropdown = fmt_picker[0];\n", | |
|
1966 | "\n", | |
|
1967 | " for (var ind in mpl.extensions) {\n", | |
|
1968 | " var fmt = mpl.extensions[ind];\n", | |
|
1969 | " var option = $(\n", | |
|
1970 | " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n", | |
|
1971 | " fmt_picker.append(option)\n", | |
|
1972 | " }\n", | |
|
1973 | "\n", | |
|
1974 | " // Add hover states to the ui-buttons\n", | |
|
1975 | " $( \".ui-button\" ).hover(\n", | |
|
1976 | " function() { $(this).addClass(\"ui-state-hover\");},\n", | |
|
1977 | " function() { $(this).removeClass(\"ui-state-hover\");}\n", | |
|
1978 | " );\n", | |
|
1979 | "\n", | |
|
1980 | " var status_bar = $('<span class=\"mpl-message\"/>');\n", | |
|
1981 | " nav_element.append(status_bar);\n", | |
|
1982 | " this.message = status_bar[0];\n", | |
|
1983 | "}\n", | |
|
1984 | "\n", | |
|
1985 | "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n", | |
|
1986 | " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", | |
|
1987 | " // which will in turn request a refresh of the image.\n", | |
|
1988 | " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n", | |
|
1989 | "}\n", | |
|
1990 | "\n", | |
|
1991 | "mpl.figure.prototype.send_message = function(type, properties) {\n", | |
|
1992 | " properties['type'] = type;\n", | |
|
1993 | " properties['figure_id'] = this.id;\n", | |
|
1994 | " this.ws.send(JSON.stringify(properties));\n", | |
|
1995 | "}\n", | |
|
1996 | "\n", | |
|
1997 | "mpl.figure.prototype.send_draw_message = function() {\n", | |
|
1998 | " if (!this.waiting) {\n", | |
|
1999 | " this.waiting = true;\n", | |
|
2000 | " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n", | |
|
2001 | " }\n", | |
|
2002 | "}\n", | |
|
2003 | "\n", | |
|
2004 | "\n", | |
|
2005 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
2006 | " var format_dropdown = fig.format_dropdown;\n", | |
|
2007 | " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", | |
|
2008 | " fig.ondownload(fig, format);\n", | |
|
2009 | "}\n", | |
|
2010 | "\n", | |
|
2011 | "\n", | |
|
2012 | "mpl.figure.prototype.handle_resize = function(fig, msg) {\n", | |
|
2013 | " var size = msg['size'];\n", | |
|
2014 | " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n", | |
|
2015 | " fig._resize_canvas(size[0], size[1]);\n", | |
|
2016 | " fig.send_message(\"refresh\", {});\n", | |
|
2017 | " };\n", | |
|
2018 | "}\n", | |
|
2019 | "\n", | |
|
2020 | "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n", | |
|
2021 | " var x0 = msg['x0'] / mpl.ratio;\n", | |
|
2022 | " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n", | |
|
2023 | " var x1 = msg['x1'] / mpl.ratio;\n", | |
|
2024 | " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n", | |
|
2025 | " x0 = Math.floor(x0) + 0.5;\n", | |
|
2026 | " y0 = Math.floor(y0) + 0.5;\n", | |
|
2027 | " x1 = Math.floor(x1) + 0.5;\n", | |
|
2028 | " y1 = Math.floor(y1) + 0.5;\n", | |
|
2029 | " var min_x = Math.min(x0, x1);\n", | |
|
2030 | " var min_y = Math.min(y0, y1);\n", | |
|
2031 | " var width = Math.abs(x1 - x0);\n", | |
|
2032 | " var height = Math.abs(y1 - y0);\n", | |
|
2033 | "\n", | |
|
2034 | " fig.rubberband_context.clearRect(\n", | |
|
2035 | " 0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
2036 | "\n", | |
|
2037 | " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", | |
|
2038 | "}\n", | |
|
2039 | "\n", | |
|
2040 | "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n", | |
|
2041 | " // Updates the figure title.\n", | |
|
2042 | " fig.header.textContent = msg['label'];\n", | |
|
2043 | "}\n", | |
|
2044 | "\n", | |
|
2045 | "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n", | |
|
2046 | " var cursor = msg['cursor'];\n", | |
|
2047 | " switch(cursor)\n", | |
|
2048 | " {\n", | |
|
2049 | " case 0:\n", | |
|
2050 | " cursor = 'pointer';\n", | |
|
2051 | " break;\n", | |
|
2052 | " case 1:\n", | |
|
2053 | " cursor = 'default';\n", | |
|
2054 | " break;\n", | |
|
2055 | " case 2:\n", | |
|
2056 | " cursor = 'crosshair';\n", | |
|
2057 | " break;\n", | |
|
2058 | " case 3:\n", | |
|
2059 | " cursor = 'move';\n", | |
|
2060 | " break;\n", | |
|
2061 | " }\n", | |
|
2062 | " fig.rubberband_canvas.style.cursor = cursor;\n", | |
|
2063 | "}\n", | |
|
2064 | "\n", | |
|
2065 | "mpl.figure.prototype.handle_message = function(fig, msg) {\n", | |
|
2066 | " fig.message.textContent = msg['message'];\n", | |
|
2067 | "}\n", | |
|
2068 | "\n", | |
|
2069 | "mpl.figure.prototype.handle_draw = function(fig, msg) {\n", | |
|
2070 | " // Request the server to send over a new figure.\n", | |
|
2071 | " fig.send_draw_message();\n", | |
|
2072 | "}\n", | |
|
2073 | "\n", | |
|
2074 | "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n", | |
|
2075 | " fig.image_mode = msg['mode'];\n", | |
|
2076 | "}\n", | |
|
2077 | "\n", | |
|
2078 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
2079 | " // Called whenever the canvas gets updated.\n", | |
|
2080 | " this.send_message(\"ack\", {});\n", | |
|
2081 | "}\n", | |
|
2082 | "\n", | |
|
2083 | "// A function to construct a web socket function for onmessage handling.\n", | |
|
2084 | "// Called in the figure constructor.\n", | |
|
2085 | "mpl.figure.prototype._make_on_message_function = function(fig) {\n", | |
|
2086 | " return function socket_on_message(evt) {\n", | |
|
2087 | " if (evt.data instanceof Blob) {\n", | |
|
2088 | " /* FIXME: We get \"Resource interpreted as Image but\n", | |
|
2089 | " * transferred with MIME type text/plain:\" errors on\n", | |
|
2090 | " * Chrome. But how to set the MIME type? It doesn't seem\n", | |
|
2091 | " * to be part of the websocket stream */\n", | |
|
2092 | " evt.data.type = \"image/png\";\n", | |
|
2093 | "\n", | |
|
2094 | " /* Free the memory for the previous frames */\n", | |
|
2095 | " if (fig.imageObj.src) {\n", | |
|
2096 | " (window.URL || window.webkitURL).revokeObjectURL(\n", | |
|
2097 | " fig.imageObj.src);\n", | |
|
2098 | " }\n", | |
|
2099 | "\n", | |
|
2100 | " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", | |
|
2101 | " evt.data);\n", | |
|
2102 | " fig.updated_canvas_event();\n", | |
|
2103 | " fig.waiting = false;\n", | |
|
2104 | " return;\n", | |
|
2105 | " }\n", | |
|
2106 | " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n", | |
|
2107 | " fig.imageObj.src = evt.data;\n", | |
|
2108 | " fig.updated_canvas_event();\n", | |
|
2109 | " fig.waiting = false;\n", | |
|
2110 | " return;\n", | |
|
2111 | " }\n", | |
|
2112 | "\n", | |
|
2113 | " var msg = JSON.parse(evt.data);\n", | |
|
2114 | " var msg_type = msg['type'];\n", | |
|
2115 | "\n", | |
|
2116 | " // Call the \"handle_{type}\" callback, which takes\n", | |
|
2117 | " // the figure and JSON message as its only arguments.\n", | |
|
2118 | " try {\n", | |
|
2119 | " var callback = fig[\"handle_\" + msg_type];\n", | |
|
2120 | " } catch (e) {\n", | |
|
2121 | " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n", | |
|
2122 | " return;\n", | |
|
2123 | " }\n", | |
|
2124 | "\n", | |
|
2125 | " if (callback) {\n", | |
|
2126 | " try {\n", | |
|
2127 | " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", | |
|
2128 | " callback(fig, msg);\n", | |
|
2129 | " } catch (e) {\n", | |
|
2130 | " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n", | |
|
2131 | " }\n", | |
|
2132 | " }\n", | |
|
2133 | " };\n", | |
|
2134 | "}\n", | |
|
2135 | "\n", | |
|
2136 | "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", | |
|
2137 | "mpl.findpos = function(e) {\n", | |
|
2138 | " //this section is from http://www.quirksmode.org/js/events_properties.html\n", | |
|
2139 | " var targ;\n", | |
|
2140 | " if (!e)\n", | |
|
2141 | " e = window.event;\n", | |
|
2142 | " if (e.target)\n", | |
|
2143 | " targ = e.target;\n", | |
|
2144 | " else if (e.srcElement)\n", | |
|
2145 | " targ = e.srcElement;\n", | |
|
2146 | " if (targ.nodeType == 3) // defeat Safari bug\n", | |
|
2147 | " targ = targ.parentNode;\n", | |
|
2148 | "\n", | |
|
2149 | " // jQuery normalizes the pageX and pageY\n", | |
|
2150 | " // pageX,Y are the mouse positions relative to the document\n", | |
|
2151 | " // offset() returns the position of the element relative to the document\n", | |
|
2152 | " var x = e.pageX - $(targ).offset().left;\n", | |
|
2153 | " var y = e.pageY - $(targ).offset().top;\n", | |
|
2154 | "\n", | |
|
2155 | " return {\"x\": x, \"y\": y};\n", | |
|
2156 | "};\n", | |
|
2157 | "\n", | |
|
2158 | "/*\n", | |
|
2159 | " * return a copy of an object with only non-object keys\n", | |
|
2160 | " * we need this to avoid circular references\n", | |
|
2161 | " * http://stackoverflow.com/a/24161582/3208463\n", | |
|
2162 | " */\n", | |
|
2163 | "function simpleKeys (original) {\n", | |
|
2164 | " return Object.keys(original).reduce(function (obj, key) {\n", | |
|
2165 | " if (typeof original[key] !== 'object')\n", | |
|
2166 | " obj[key] = original[key]\n", | |
|
2167 | " return obj;\n", | |
|
2168 | " }, {});\n", | |
|
2169 | "}\n", | |
|
2170 | "\n", | |
|
2171 | "mpl.figure.prototype.mouse_event = function(event, name) {\n", | |
|
2172 | " var canvas_pos = mpl.findpos(event)\n", | |
|
2173 | "\n", | |
|
2174 | " if (name === 'button_press')\n", | |
|
2175 | " {\n", | |
|
2176 | " this.canvas.focus();\n", | |
|
2177 | " this.canvas_div.focus();\n", | |
|
2178 | " }\n", | |
|
2179 | "\n", | |
|
2180 | " var x = canvas_pos.x * mpl.ratio;\n", | |
|
2181 | " var y = canvas_pos.y * mpl.ratio;\n", | |
|
2182 | "\n", | |
|
2183 | " this.send_message(name, {x: x, y: y, button: event.button,\n", | |
|
2184 | " step: event.step,\n", | |
|
2185 | " guiEvent: simpleKeys(event)});\n", | |
|
2186 | "\n", | |
|
2187 | " /* This prevents the web browser from automatically changing to\n", | |
|
2188 | " * the text insertion cursor when the button is pressed. We want\n", | |
|
2189 | " * to control all of the cursor setting manually through the\n", | |
|
2190 | " * 'cursor' event from matplotlib */\n", | |
|
2191 | " event.preventDefault();\n", | |
|
2192 | " return false;\n", | |
|
2193 | "}\n", | |
|
2194 | "\n", | |
|
2195 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
2196 | " // Handle any extra behaviour associated with a key event\n", | |
|
2197 | "}\n", | |
|
2198 | "\n", | |
|
2199 | "mpl.figure.prototype.key_event = function(event, name) {\n", | |
|
2200 | "\n", | |
|
2201 | " // Prevent repeat events\n", | |
|
2202 | " if (name == 'key_press')\n", | |
|
2203 | " {\n", | |
|
2204 | " if (event.which === this._key)\n", | |
|
2205 | " return;\n", | |
|
2206 | " else\n", | |
|
2207 | " this._key = event.which;\n", | |
|
2208 | " }\n", | |
|
2209 | " if (name == 'key_release')\n", | |
|
2210 | " this._key = null;\n", | |
|
2211 | "\n", | |
|
2212 | " var value = '';\n", | |
|
2213 | " if (event.ctrlKey && event.which != 17)\n", | |
|
2214 | " value += \"ctrl+\";\n", | |
|
2215 | " if (event.altKey && event.which != 18)\n", | |
|
2216 | " value += \"alt+\";\n", | |
|
2217 | " if (event.shiftKey && event.which != 16)\n", | |
|
2218 | " value += \"shift+\";\n", | |
|
2219 | "\n", | |
|
2220 | " value += 'k';\n", | |
|
2221 | " value += event.which.toString();\n", | |
|
2222 | "\n", | |
|
2223 | " this._key_event_extra(event, name);\n", | |
|
2224 | "\n", | |
|
2225 | " this.send_message(name, {key: value,\n", | |
|
2226 | " guiEvent: simpleKeys(event)});\n", | |
|
2227 | " return false;\n", | |
|
2228 | "}\n", | |
|
2229 | "\n", | |
|
2230 | "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n", | |
|
2231 | " if (name == 'download') {\n", | |
|
2232 | " this.handle_save(this, null);\n", | |
|
2233 | " } else {\n", | |
|
2234 | " this.send_message(\"toolbar_button\", {name: name});\n", | |
|
2235 | " }\n", | |
|
2236 | "};\n", | |
|
2237 | "\n", | |
|
2238 | "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n", | |
|
2239 | " this.message.textContent = tooltip;\n", | |
|
2240 | "};\n", | |
|
2241 | "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", | |
|
2242 | "\n", | |
|
2243 | "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", | |
|
2244 | "\n", | |
|
2245 | "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", | |
|
2246 | " // Create a \"websocket\"-like object which calls the given IPython comm\n", | |
|
2247 | " // object with the appropriate methods. Currently this is a non binary\n", | |
|
2248 | " // socket, so there is still some room for performance tuning.\n", | |
|
2249 | " var ws = {};\n", | |
|
2250 | "\n", | |
|
2251 | " ws.close = function() {\n", | |
|
2252 | " comm.close()\n", | |
|
2253 | " };\n", | |
|
2254 | " ws.send = function(m) {\n", | |
|
2255 | " //console.log('sending', m);\n", | |
|
2256 | " comm.send(m);\n", | |
|
2257 | " };\n", | |
|
2258 | " // Register the callback with on_msg.\n", | |
|
2259 | " comm.on_msg(function(msg) {\n", | |
|
2260 | " //console.log('receiving', msg['content']['data'], msg);\n", | |
|
2261 | " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", | |
|
2262 | " ws.onmessage(msg['content']['data'])\n", | |
|
2263 | " });\n", | |
|
2264 | " return ws;\n", | |
|
2265 | "}\n", | |
|
2266 | "\n", | |
|
2267 | "mpl.mpl_figure_comm = function(comm, msg) {\n", | |
|
2268 | " // This is the function which gets called when the mpl process\n", | |
|
2269 | " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", | |
|
2270 | "\n", | |
|
2271 | " var id = msg.content.data.id;\n", | |
|
2272 | " // Get hold of the div created by the display call when the Comm\n", | |
|
2273 | " // socket was opened in Python.\n", | |
|
2274 | " var element = $(\"#\" + id);\n", | |
|
2275 | " var ws_proxy = comm_websocket_adapter(comm)\n", | |
|
2276 | "\n", | |
|
2277 | " function ondownload(figure, format) {\n", | |
|
2278 | " window.open(figure.imageObj.src);\n", | |
|
2279 | " }\n", | |
|
2280 | "\n", | |
|
2281 | " var fig = new mpl.figure(id, ws_proxy,\n", | |
|
2282 | " ondownload,\n", | |
|
2283 | " element.get(0));\n", | |
|
2284 | "\n", | |
|
2285 | " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", | |
|
2286 | " // web socket which is closed, not our websocket->open comm proxy.\n", | |
|
2287 | " ws_proxy.onopen();\n", | |
|
2288 | "\n", | |
|
2289 | " fig.parent_element = element.get(0);\n", | |
|
2290 | " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", | |
|
2291 | " if (!fig.cell_info) {\n", | |
|
2292 | " console.error(\"Failed to find cell for figure\", id, fig);\n", | |
|
2293 | " return;\n", | |
|
2294 | " }\n", | |
|
2295 | "\n", | |
|
2296 | " var output_index = fig.cell_info[2]\n", | |
|
2297 | " var cell = fig.cell_info[0];\n", | |
|
2298 | "\n", | |
|
2299 | "};\n", | |
|
2300 | "\n", | |
|
2301 | "mpl.figure.prototype.handle_close = function(fig, msg) {\n", | |
|
2302 | " var width = fig.canvas.width/mpl.ratio\n", | |
|
2303 | " fig.root.unbind('remove')\n", | |
|
2304 | "\n", | |
|
2305 | " // Update the output cell to use the data from the current canvas.\n", | |
|
2306 | " fig.push_to_output();\n", | |
|
2307 | " var dataURL = fig.canvas.toDataURL();\n", | |
|
2308 | " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", | |
|
2309 | " // the notebook keyboard shortcuts fail.\n", | |
|
2310 | " IPython.keyboard_manager.enable()\n", | |
|
2311 | " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n", | |
|
2312 | " fig.close_ws(fig, msg);\n", | |
|
2313 | "}\n", | |
|
2314 | "\n", | |
|
2315 | "mpl.figure.prototype.close_ws = function(fig, msg){\n", | |
|
2316 | " fig.send_message('closing', msg);\n", | |
|
2317 | " // fig.ws.close()\n", | |
|
2318 | "}\n", | |
|
2319 | "\n", | |
|
2320 | "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n", | |
|
2321 | " // Turn the data on the canvas into data in the output cell.\n", | |
|
2322 | " var width = this.canvas.width/mpl.ratio\n", | |
|
2323 | " var dataURL = this.canvas.toDataURL();\n", | |
|
2324 | " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", | |
|
2325 | "}\n", | |
|
2326 | "\n", | |
|
2327 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
2328 | " // Tell IPython that the notebook contents must change.\n", | |
|
2329 | " IPython.notebook.set_dirty(true);\n", | |
|
2330 | " this.send_message(\"ack\", {});\n", | |
|
2331 | " var fig = this;\n", | |
|
2332 | " // Wait a second, then push the new image to the DOM so\n", | |
|
2333 | " // that it is saved nicely (might be nice to debounce this).\n", | |
|
2334 | " setTimeout(function () { fig.push_to_output() }, 1000);\n", | |
|
2335 | "}\n", | |
|
2336 | "\n", | |
|
2337 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
2338 | " var fig = this;\n", | |
|
2339 | "\n", | |
|
2340 | " var nav_element = $('<div/>')\n", | |
|
2341 | " nav_element.attr('style', 'width: 100%');\n", | |
|
2342 | " this.root.append(nav_element);\n", | |
|
2343 | "\n", | |
|
2344 | " // Define a callback function for later on.\n", | |
|
2345 | " function toolbar_event(event) {\n", | |
|
2346 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
2347 | " }\n", | |
|
2348 | " function toolbar_mouse_event(event) {\n", | |
|
2349 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
2350 | " }\n", | |
|
2351 | "\n", | |
|
2352 | " for(var toolbar_ind in mpl.toolbar_items){\n", | |
|
2353 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
2354 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
2355 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
2356 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
2357 | "\n", | |
|
2358 | " if (!name) { continue; };\n", | |
|
2359 | "\n", | |
|
2360 | " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n", | |
|
2361 | " button.click(method_name, toolbar_event);\n", | |
|
2362 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
2363 | " nav_element.append(button);\n", | |
|
2364 | " }\n", | |
|
2365 | "\n", | |
|
2366 | " // Add the status bar.\n", | |
|
2367 | " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n", | |
|
2368 | " nav_element.append(status_bar);\n", | |
|
2369 | " this.message = status_bar[0];\n", | |
|
2370 | "\n", | |
|
2371 | " // Add the close button to the window.\n", | |
|
2372 | " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n", | |
|
2373 | " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n", | |
|
2374 | " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", | |
|
2375 | " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", | |
|
2376 | " buttongrp.append(button);\n", | |
|
2377 | " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", | |
|
2378 | " titlebar.prepend(buttongrp);\n", | |
|
2379 | "}\n", | |
|
2380 | "\n", | |
|
2381 | "mpl.figure.prototype._root_extra_style = function(el){\n", | |
|
2382 | " var fig = this\n", | |
|
2383 | " el.on(\"remove\", function(){\n", | |
|
2384 | "\tfig.close_ws(fig, {});\n", | |
|
2385 | " });\n", | |
|
2386 | "}\n", | |
|
2387 | "\n", | |
|
2388 | "mpl.figure.prototype._canvas_extra_style = function(el){\n", | |
|
2389 | " // this is important to make the div 'focusable\n", | |
|
2390 | " el.attr('tabindex', 0)\n", | |
|
2391 | " // reach out to IPython and tell the keyboard manager to turn it's self\n", | |
|
2392 | " // off when our div gets focus\n", | |
|
2393 | "\n", | |
|
2394 | " // location in version 3\n", | |
|
2395 | " if (IPython.notebook.keyboard_manager) {\n", | |
|
2396 | " IPython.notebook.keyboard_manager.register_events(el);\n", | |
|
2397 | " }\n", | |
|
2398 | " else {\n", | |
|
2399 | " // location in version 2\n", | |
|
2400 | " IPython.keyboard_manager.register_events(el);\n", | |
|
2401 | " }\n", | |
|
2402 | "\n", | |
|
2403 | "}\n", | |
|
2404 | "\n", | |
|
2405 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
2406 | " var manager = IPython.notebook.keyboard_manager;\n", | |
|
2407 | " if (!manager)\n", | |
|
2408 | " manager = IPython.keyboard_manager;\n", | |
|
2409 | "\n", | |
|
2410 | " // Check for shift+enter\n", | |
|
2411 | " if (event.shiftKey && event.which == 13) {\n", | |
|
2412 | " this.canvas_div.blur();\n", | |
|
2413 | " event.shiftKey = false;\n", | |
|
2414 | " // Send a \"J\" for go to next cell\n", | |
|
2415 | " event.which = 74;\n", | |
|
2416 | " event.keyCode = 74;\n", | |
|
2417 | " manager.command_mode();\n", | |
|
2418 | " manager.handle_keydown(event);\n", | |
|
2419 | " }\n", | |
|
2420 | "}\n", | |
|
2421 | "\n", | |
|
2422 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
2423 | " fig.ondownload(fig, null);\n", | |
|
2424 | "}\n", | |
|
2425 | "\n", | |
|
2426 | "\n", | |
|
2427 | "mpl.find_output_cell = function(html_output) {\n", | |
|
2428 | " // Return the cell and output element which can be found *uniquely* in the notebook.\n", | |
|
2429 | " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", | |
|
2430 | " // IPython event is triggered only after the cells have been serialised, which for\n", | |
|
2431 | " // our purposes (turning an active figure into a static one), is too late.\n", | |
|
2432 | " var cells = IPython.notebook.get_cells();\n", | |
|
2433 | " var ncells = cells.length;\n", | |
|
2434 | " for (var i=0; i<ncells; i++) {\n", | |
|
2435 | " var cell = cells[i];\n", | |
|
2436 | " if (cell.cell_type === 'code'){\n", | |
|
2437 | " for (var j=0; j<cell.output_area.outputs.length; j++) {\n", | |
|
2438 | " var data = cell.output_area.outputs[j];\n", | |
|
2439 | " if (data.data) {\n", | |
|
2440 | " // IPython >= 3 moved mimebundle to data attribute of output\n", | |
|
2441 | " data = data.data;\n", | |
|
2442 | " }\n", | |
|
2443 | " if (data['text/html'] == html_output) {\n", | |
|
2444 | " return [cell, data, j];\n", | |
|
2445 | " }\n", | |
|
2446 | " }\n", | |
|
2447 | " }\n", | |
|
2448 | " }\n", | |
|
2449 | "}\n", | |
|
2450 | "\n", | |
|
2451 | "// Register the function which deals with the matplotlib target/channel.\n", | |
|
2452 | "// The kernel may be null if the page has been refreshed.\n", | |
|
2453 | "if (IPython.notebook.kernel != null) {\n", | |
|
2454 | " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", | |
|
2455 | "}\n" | |
|
2456 | ], | |
|
2457 | "text/plain": [ | |
|
2458 | "<IPython.core.display.Javascript object>" | |
|
2459 | ] | |
|
2460 | }, | |
|
2461 | "metadata": {}, | |
|
2462 | "output_type": "display_data" | |
|
2463 | }, | |
|
2464 | { | |
|
2465 | "data": { | |
|
2466 | "text/html": [ | |
|
2467 | "<img 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2470 | "<IPython.core.display.HTML object>" | |
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2472 | }, | |
|
2473 | "metadata": {}, | |
|
2474 | "output_type": "display_data" | |
|
2475 | }, | |
|
2476 | { | |
|
2477 | "data": { | |
|
2478 | "application/javascript": [ | |
|
2479 | "/* Put everything inside the global mpl namespace */\n", | |
|
2480 | "window.mpl = {};\n", | |
|
2481 | "\n", | |
|
2482 | "\n", | |
|
2483 | "mpl.get_websocket_type = function() {\n", | |
|
2484 | " if (typeof(WebSocket) !== 'undefined') {\n", | |
|
2485 | " return WebSocket;\n", | |
|
2486 | " } else if (typeof(MozWebSocket) !== 'undefined') {\n", | |
|
2487 | " return MozWebSocket;\n", | |
|
2488 | " } else {\n", | |
|
2489 | " alert('Your browser does not have WebSocket support.' +\n", | |
|
2490 | " 'Please try Chrome, Safari or Firefox β₯ 6. ' +\n", | |
|
2491 | " 'Firefox 4 and 5 are also supported but you ' +\n", | |
|
2492 | " 'have to enable WebSockets in about:config.');\n", | |
|
2493 | " };\n", | |
|
2494 | "}\n", | |
|
2495 | "\n", | |
|
2496 | "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", | |
|
2497 | " this.id = figure_id;\n", | |
|
2498 | "\n", | |
|
2499 | " this.ws = websocket;\n", | |
|
2500 | "\n", | |
|
2501 | " this.supports_binary = (this.ws.binaryType != undefined);\n", | |
|
2502 | "\n", | |
|
2503 | " if (!this.supports_binary) {\n", | |
|
2504 | " var warnings = document.getElementById(\"mpl-warnings\");\n", | |
|
2505 | " if (warnings) {\n", | |
|
2506 | " warnings.style.display = 'block';\n", | |
|
2507 | " warnings.textContent = (\n", | |
|
2508 | " \"This browser does not support binary websocket messages. \" +\n", | |
|
2509 | " \"Performance may be slow.\");\n", | |
|
2510 | " }\n", | |
|
2511 | " }\n", | |
|
2512 | "\n", | |
|
2513 | " this.imageObj = new Image();\n", | |
|
2514 | "\n", | |
|
2515 | " this.context = undefined;\n", | |
|
2516 | " this.message = undefined;\n", | |
|
2517 | " this.canvas = undefined;\n", | |
|
2518 | " this.rubberband_canvas = undefined;\n", | |
|
2519 | " this.rubberband_context = undefined;\n", | |
|
2520 | " this.format_dropdown = undefined;\n", | |
|
2521 | "\n", | |
|
2522 | " this.image_mode = 'full';\n", | |
|
2523 | "\n", | |
|
2524 | " this.root = $('<div/>');\n", | |
|
2525 | " this._root_extra_style(this.root)\n", | |
|
2526 | " this.root.attr('style', 'display: inline-block');\n", | |
|
2527 | "\n", | |
|
2528 | " $(parent_element).append(this.root);\n", | |
|
2529 | "\n", | |
|
2530 | " this._init_header(this);\n", | |
|
2531 | " this._init_canvas(this);\n", | |
|
2532 | " this._init_toolbar(this);\n", | |
|
2533 | "\n", | |
|
2534 | " var fig = this;\n", | |
|
2535 | "\n", | |
|
2536 | " this.waiting = false;\n", | |
|
2537 | "\n", | |
|
2538 | " this.ws.onopen = function () {\n", | |
|
2539 | " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", | |
|
2540 | " fig.send_message(\"send_image_mode\", {});\n", | |
|
2541 | " if (mpl.ratio != 1) {\n", | |
|
2542 | " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", | |
|
2543 | " }\n", | |
|
2544 | " fig.send_message(\"refresh\", {});\n", | |
|
2545 | " }\n", | |
|
2546 | "\n", | |
|
2547 | " this.imageObj.onload = function() {\n", | |
|
2548 | " if (fig.image_mode == 'full') {\n", | |
|
2549 | " // Full images could contain transparency (where diff images\n", | |
|
2550 | " // almost always do), so we need to clear the canvas so that\n", | |
|
2551 | " // there is no ghosting.\n", | |
|
2552 | " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
2553 | " }\n", | |
|
2554 | " fig.context.drawImage(fig.imageObj, 0, 0);\n", | |
|
2555 | " };\n", | |
|
2556 | "\n", | |
|
2557 | " this.imageObj.onunload = function() {\n", | |
|
2558 | " fig.ws.close();\n", | |
|
2559 | " }\n", | |
|
2560 | "\n", | |
|
2561 | " this.ws.onmessage = this._make_on_message_function(this);\n", | |
|
2562 | "\n", | |
|
2563 | " this.ondownload = ondownload;\n", | |
|
2564 | "}\n", | |
|
2565 | "\n", | |
|
2566 | "mpl.figure.prototype._init_header = function() {\n", | |
|
2567 | " var titlebar = $(\n", | |
|
2568 | " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n", | |
|
2569 | " 'ui-helper-clearfix\"/>');\n", | |
|
2570 | " var titletext = $(\n", | |
|
2571 | " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n", | |
|
2572 | " 'text-align: center; padding: 3px;\"/>');\n", | |
|
2573 | " titlebar.append(titletext)\n", | |
|
2574 | " this.root.append(titlebar);\n", | |
|
2575 | " this.header = titletext[0];\n", | |
|
2576 | "}\n", | |
|
2577 | "\n", | |
|
2578 | "\n", | |
|
2579 | "\n", | |
|
2580 | "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", | |
|
2581 | "\n", | |
|
2582 | "}\n", | |
|
2583 | "\n", | |
|
2584 | "\n", | |
|
2585 | "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", | |
|
2586 | "\n", | |
|
2587 | "}\n", | |
|
2588 | "\n", | |
|
2589 | "mpl.figure.prototype._init_canvas = function() {\n", | |
|
2590 | " var fig = this;\n", | |
|
2591 | "\n", | |
|
2592 | " var canvas_div = $('<div/>');\n", | |
|
2593 | "\n", | |
|
2594 | " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", | |
|
2595 | "\n", | |
|
2596 | " function canvas_keyboard_event(event) {\n", | |
|
2597 | " return fig.key_event(event, event['data']);\n", | |
|
2598 | " }\n", | |
|
2599 | "\n", | |
|
2600 | " canvas_div.keydown('key_press', canvas_keyboard_event);\n", | |
|
2601 | " canvas_div.keyup('key_release', canvas_keyboard_event);\n", | |
|
2602 | " this.canvas_div = canvas_div\n", | |
|
2603 | " this._canvas_extra_style(canvas_div)\n", | |
|
2604 | " this.root.append(canvas_div);\n", | |
|
2605 | "\n", | |
|
2606 | " var canvas = $('<canvas/>');\n", | |
|
2607 | " canvas.addClass('mpl-canvas');\n", | |
|
2608 | " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", | |
|
2609 | "\n", | |
|
2610 | " this.canvas = canvas[0];\n", | |
|
2611 | " this.context = canvas[0].getContext(\"2d\");\n", | |
|
2612 | "\n", | |
|
2613 | " var backingStore = this.context.backingStorePixelRatio ||\n", | |
|
2614 | "\tthis.context.webkitBackingStorePixelRatio ||\n", | |
|
2615 | "\tthis.context.mozBackingStorePixelRatio ||\n", | |
|
2616 | "\tthis.context.msBackingStorePixelRatio ||\n", | |
|
2617 | "\tthis.context.oBackingStorePixelRatio ||\n", | |
|
2618 | "\tthis.context.backingStorePixelRatio || 1;\n", | |
|
2619 | "\n", | |
|
2620 | " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", | |
|
2621 | "\n", | |
|
2622 | " var rubberband = $('<canvas/>');\n", | |
|
2623 | " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", | |
|
2624 | "\n", | |
|
2625 | " var pass_mouse_events = true;\n", | |
|
2626 | "\n", | |
|
2627 | " canvas_div.resizable({\n", | |
|
2628 | " start: function(event, ui) {\n", | |
|
2629 | " pass_mouse_events = false;\n", | |
|
2630 | " },\n", | |
|
2631 | " resize: function(event, ui) {\n", | |
|
2632 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
2633 | " },\n", | |
|
2634 | " stop: function(event, ui) {\n", | |
|
2635 | " pass_mouse_events = true;\n", | |
|
2636 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
2637 | " },\n", | |
|
2638 | " });\n", | |
|
2639 | "\n", | |
|
2640 | " function mouse_event_fn(event) {\n", | |
|
2641 | " if (pass_mouse_events)\n", | |
|
2642 | " return fig.mouse_event(event, event['data']);\n", | |
|
2643 | " }\n", | |
|
2644 | "\n", | |
|
2645 | " rubberband.mousedown('button_press', mouse_event_fn);\n", | |
|
2646 | " rubberband.mouseup('button_release', mouse_event_fn);\n", | |
|
2647 | " // Throttle sequential mouse events to 1 every 20ms.\n", | |
|
2648 | " rubberband.mousemove('motion_notify', mouse_event_fn);\n", | |
|
2649 | "\n", | |
|
2650 | " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", | |
|
2651 | " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", | |
|
2652 | "\n", | |
|
2653 | " canvas_div.on(\"wheel\", function (event) {\n", | |
|
2654 | " event = event.originalEvent;\n", | |
|
2655 | " event['data'] = 'scroll'\n", | |
|
2656 | " if (event.deltaY < 0) {\n", | |
|
2657 | " event.step = 1;\n", | |
|
2658 | " } else {\n", | |
|
2659 | " event.step = -1;\n", | |
|
2660 | " }\n", | |
|
2661 | " mouse_event_fn(event);\n", | |
|
2662 | " });\n", | |
|
2663 | "\n", | |
|
2664 | " canvas_div.append(canvas);\n", | |
|
2665 | " canvas_div.append(rubberband);\n", | |
|
2666 | "\n", | |
|
2667 | " this.rubberband = rubberband;\n", | |
|
2668 | " this.rubberband_canvas = rubberband[0];\n", | |
|
2669 | " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", | |
|
2670 | " this.rubberband_context.strokeStyle = \"#000000\";\n", | |
|
2671 | "\n", | |
|
2672 | " this._resize_canvas = function(width, height) {\n", | |
|
2673 | " // Keep the size of the canvas, canvas container, and rubber band\n", | |
|
2674 | " // canvas in synch.\n", | |
|
2675 | " canvas_div.css('width', width)\n", | |
|
2676 | " canvas_div.css('height', height)\n", | |
|
2677 | "\n", | |
|
2678 | " canvas.attr('width', width * mpl.ratio);\n", | |
|
2679 | " canvas.attr('height', height * mpl.ratio);\n", | |
|
2680 | " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", | |
|
2681 | "\n", | |
|
2682 | " rubberband.attr('width', width);\n", | |
|
2683 | " rubberband.attr('height', height);\n", | |
|
2684 | " }\n", | |
|
2685 | "\n", | |
|
2686 | " // Set the figure to an initial 600x600px, this will subsequently be updated\n", | |
|
2687 | " // upon first draw.\n", | |
|
2688 | " this._resize_canvas(600, 600);\n", | |
|
2689 | "\n", | |
|
2690 | " // Disable right mouse context menu.\n", | |
|
2691 | " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", | |
|
2692 | " return false;\n", | |
|
2693 | " });\n", | |
|
2694 | "\n", | |
|
2695 | " function set_focus () {\n", | |
|
2696 | " canvas.focus();\n", | |
|
2697 | " canvas_div.focus();\n", | |
|
2698 | " }\n", | |
|
2699 | "\n", | |
|
2700 | " window.setTimeout(set_focus, 100);\n", | |
|
2701 | "}\n", | |
|
2702 | "\n", | |
|
2703 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
2704 | " var fig = this;\n", | |
|
2705 | "\n", | |
|
2706 | " var nav_element = $('<div/>')\n", | |
|
2707 | " nav_element.attr('style', 'width: 100%');\n", | |
|
2708 | " this.root.append(nav_element);\n", | |
|
2709 | "\n", | |
|
2710 | " // Define a callback function for later on.\n", | |
|
2711 | " function toolbar_event(event) {\n", | |
|
2712 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
2713 | " }\n", | |
|
2714 | " function toolbar_mouse_event(event) {\n", | |
|
2715 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
2716 | " }\n", | |
|
2717 | "\n", | |
|
2718 | " for(var toolbar_ind in mpl.toolbar_items) {\n", | |
|
2719 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
2720 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
2721 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
2722 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
2723 | "\n", | |
|
2724 | " if (!name) {\n", | |
|
2725 | " // put a spacer in here.\n", | |
|
2726 | " continue;\n", | |
|
2727 | " }\n", | |
|
2728 | " var button = $('<button/>');\n", | |
|
2729 | " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n", | |
|
2730 | " 'ui-button-icon-only');\n", | |
|
2731 | " button.attr('role', 'button');\n", | |
|
2732 | " button.attr('aria-disabled', 'false');\n", | |
|
2733 | " button.click(method_name, toolbar_event);\n", | |
|
2734 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
2735 | "\n", | |
|
2736 | " var icon_img = $('<span/>');\n", | |
|
2737 | " icon_img.addClass('ui-button-icon-primary ui-icon');\n", | |
|
2738 | " icon_img.addClass(image);\n", | |
|
2739 | " icon_img.addClass('ui-corner-all');\n", | |
|
2740 | "\n", | |
|
2741 | " var tooltip_span = $('<span/>');\n", | |
|
2742 | " tooltip_span.addClass('ui-button-text');\n", | |
|
2743 | " tooltip_span.html(tooltip);\n", | |
|
2744 | "\n", | |
|
2745 | " button.append(icon_img);\n", | |
|
2746 | " button.append(tooltip_span);\n", | |
|
2747 | "\n", | |
|
2748 | " nav_element.append(button);\n", | |
|
2749 | " }\n", | |
|
2750 | "\n", | |
|
2751 | " var fmt_picker_span = $('<span/>');\n", | |
|
2752 | "\n", | |
|
2753 | " var fmt_picker = $('<select/>');\n", | |
|
2754 | " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n", | |
|
2755 | " fmt_picker_span.append(fmt_picker);\n", | |
|
2756 | " nav_element.append(fmt_picker_span);\n", | |
|
2757 | " this.format_dropdown = fmt_picker[0];\n", | |
|
2758 | "\n", | |
|
2759 | " for (var ind in mpl.extensions) {\n", | |
|
2760 | " var fmt = mpl.extensions[ind];\n", | |
|
2761 | " var option = $(\n", | |
|
2762 | " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n", | |
|
2763 | " fmt_picker.append(option)\n", | |
|
2764 | " }\n", | |
|
2765 | "\n", | |
|
2766 | " // Add hover states to the ui-buttons\n", | |
|
2767 | " $( \".ui-button\" ).hover(\n", | |
|
2768 | " function() { $(this).addClass(\"ui-state-hover\");},\n", | |
|
2769 | " function() { $(this).removeClass(\"ui-state-hover\");}\n", | |
|
2770 | " );\n", | |
|
2771 | "\n", | |
|
2772 | " var status_bar = $('<span class=\"mpl-message\"/>');\n", | |
|
2773 | " nav_element.append(status_bar);\n", | |
|
2774 | " this.message = status_bar[0];\n", | |
|
2775 | "}\n", | |
|
2776 | "\n", | |
|
2777 | "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n", | |
|
2778 | " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", | |
|
2779 | " // which will in turn request a refresh of the image.\n", | |
|
2780 | " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n", | |
|
2781 | "}\n", | |
|
2782 | "\n", | |
|
2783 | "mpl.figure.prototype.send_message = function(type, properties) {\n", | |
|
2784 | " properties['type'] = type;\n", | |
|
2785 | " properties['figure_id'] = this.id;\n", | |
|
2786 | " this.ws.send(JSON.stringify(properties));\n", | |
|
2787 | "}\n", | |
|
2788 | "\n", | |
|
2789 | "mpl.figure.prototype.send_draw_message = function() {\n", | |
|
2790 | " if (!this.waiting) {\n", | |
|
2791 | " this.waiting = true;\n", | |
|
2792 | " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n", | |
|
2793 | " }\n", | |
|
2794 | "}\n", | |
|
2795 | "\n", | |
|
2796 | "\n", | |
|
2797 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
2798 | " var format_dropdown = fig.format_dropdown;\n", | |
|
2799 | " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", | |
|
2800 | " fig.ondownload(fig, format);\n", | |
|
2801 | "}\n", | |
|
2802 | "\n", | |
|
2803 | "\n", | |
|
2804 | "mpl.figure.prototype.handle_resize = function(fig, msg) {\n", | |
|
2805 | " var size = msg['size'];\n", | |
|
2806 | " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n", | |
|
2807 | " fig._resize_canvas(size[0], size[1]);\n", | |
|
2808 | " fig.send_message(\"refresh\", {});\n", | |
|
2809 | " };\n", | |
|
2810 | "}\n", | |
|
2811 | "\n", | |
|
2812 | "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n", | |
|
2813 | " var x0 = msg['x0'] / mpl.ratio;\n", | |
|
2814 | " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n", | |
|
2815 | " var x1 = msg['x1'] / mpl.ratio;\n", | |
|
2816 | " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n", | |
|
2817 | " x0 = Math.floor(x0) + 0.5;\n", | |
|
2818 | " y0 = Math.floor(y0) + 0.5;\n", | |
|
2819 | " x1 = Math.floor(x1) + 0.5;\n", | |
|
2820 | " y1 = Math.floor(y1) + 0.5;\n", | |
|
2821 | " var min_x = Math.min(x0, x1);\n", | |
|
2822 | " var min_y = Math.min(y0, y1);\n", | |
|
2823 | " var width = Math.abs(x1 - x0);\n", | |
|
2824 | " var height = Math.abs(y1 - y0);\n", | |
|
2825 | "\n", | |
|
2826 | " fig.rubberband_context.clearRect(\n", | |
|
2827 | " 0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
2828 | "\n", | |
|
2829 | " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", | |
|
2830 | "}\n", | |
|
2831 | "\n", | |
|
2832 | "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n", | |
|
2833 | " // Updates the figure title.\n", | |
|
2834 | " fig.header.textContent = msg['label'];\n", | |
|
2835 | "}\n", | |
|
2836 | "\n", | |
|
2837 | "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n", | |
|
2838 | " var cursor = msg['cursor'];\n", | |
|
2839 | " switch(cursor)\n", | |
|
2840 | " {\n", | |
|
2841 | " case 0:\n", | |
|
2842 | " cursor = 'pointer';\n", | |
|
2843 | " break;\n", | |
|
2844 | " case 1:\n", | |
|
2845 | " cursor = 'default';\n", | |
|
2846 | " break;\n", | |
|
2847 | " case 2:\n", | |
|
2848 | " cursor = 'crosshair';\n", | |
|
2849 | " break;\n", | |
|
2850 | " case 3:\n", | |
|
2851 | " cursor = 'move';\n", | |
|
2852 | " break;\n", | |
|
2853 | " }\n", | |
|
2854 | " fig.rubberband_canvas.style.cursor = cursor;\n", | |
|
2855 | "}\n", | |
|
2856 | "\n", | |
|
2857 | "mpl.figure.prototype.handle_message = function(fig, msg) {\n", | |
|
2858 | " fig.message.textContent = msg['message'];\n", | |
|
2859 | "}\n", | |
|
2860 | "\n", | |
|
2861 | "mpl.figure.prototype.handle_draw = function(fig, msg) {\n", | |
|
2862 | " // Request the server to send over a new figure.\n", | |
|
2863 | " fig.send_draw_message();\n", | |
|
2864 | "}\n", | |
|
2865 | "\n", | |
|
2866 | "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n", | |
|
2867 | " fig.image_mode = msg['mode'];\n", | |
|
2868 | "}\n", | |
|
2869 | "\n", | |
|
2870 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
2871 | " // Called whenever the canvas gets updated.\n", | |
|
2872 | " this.send_message(\"ack\", {});\n", | |
|
2873 | "}\n", | |
|
2874 | "\n", | |
|
2875 | "// A function to construct a web socket function for onmessage handling.\n", | |
|
2876 | "// Called in the figure constructor.\n", | |
|
2877 | "mpl.figure.prototype._make_on_message_function = function(fig) {\n", | |
|
2878 | " return function socket_on_message(evt) {\n", | |
|
2879 | " if (evt.data instanceof Blob) {\n", | |
|
2880 | " /* FIXME: We get \"Resource interpreted as Image but\n", | |
|
2881 | " * transferred with MIME type text/plain:\" errors on\n", | |
|
2882 | " * Chrome. But how to set the MIME type? It doesn't seem\n", | |
|
2883 | " * to be part of the websocket stream */\n", | |
|
2884 | " evt.data.type = \"image/png\";\n", | |
|
2885 | "\n", | |
|
2886 | " /* Free the memory for the previous frames */\n", | |
|
2887 | " if (fig.imageObj.src) {\n", | |
|
2888 | " (window.URL || window.webkitURL).revokeObjectURL(\n", | |
|
2889 | " fig.imageObj.src);\n", | |
|
2890 | " }\n", | |
|
2891 | "\n", | |
|
2892 | " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", | |
|
2893 | " evt.data);\n", | |
|
2894 | " fig.updated_canvas_event();\n", | |
|
2895 | " fig.waiting = false;\n", | |
|
2896 | " return;\n", | |
|
2897 | " }\n", | |
|
2898 | " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n", | |
|
2899 | " fig.imageObj.src = evt.data;\n", | |
|
2900 | " fig.updated_canvas_event();\n", | |
|
2901 | " fig.waiting = false;\n", | |
|
2902 | " return;\n", | |
|
2903 | " }\n", | |
|
2904 | "\n", | |
|
2905 | " var msg = JSON.parse(evt.data);\n", | |
|
2906 | " var msg_type = msg['type'];\n", | |
|
2907 | "\n", | |
|
2908 | " // Call the \"handle_{type}\" callback, which takes\n", | |
|
2909 | " // the figure and JSON message as its only arguments.\n", | |
|
2910 | " try {\n", | |
|
2911 | " var callback = fig[\"handle_\" + msg_type];\n", | |
|
2912 | " } catch (e) {\n", | |
|
2913 | " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n", | |
|
2914 | " return;\n", | |
|
2915 | " }\n", | |
|
2916 | "\n", | |
|
2917 | " if (callback) {\n", | |
|
2918 | " try {\n", | |
|
2919 | " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", | |
|
2920 | " callback(fig, msg);\n", | |
|
2921 | " } catch (e) {\n", | |
|
2922 | " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n", | |
|
2923 | " }\n", | |
|
2924 | " }\n", | |
|
2925 | " };\n", | |
|
2926 | "}\n", | |
|
2927 | "\n", | |
|
2928 | "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", | |
|
2929 | "mpl.findpos = function(e) {\n", | |
|
2930 | " //this section is from http://www.quirksmode.org/js/events_properties.html\n", | |
|
2931 | " var targ;\n", | |
|
2932 | " if (!e)\n", | |
|
2933 | " e = window.event;\n", | |
|
2934 | " if (e.target)\n", | |
|
2935 | " targ = e.target;\n", | |
|
2936 | " else if (e.srcElement)\n", | |
|
2937 | " targ = e.srcElement;\n", | |
|
2938 | " if (targ.nodeType == 3) // defeat Safari bug\n", | |
|
2939 | " targ = targ.parentNode;\n", | |
|
2940 | "\n", | |
|
2941 | " // jQuery normalizes the pageX and pageY\n", | |
|
2942 | " // pageX,Y are the mouse positions relative to the document\n", | |
|
2943 | " // offset() returns the position of the element relative to the document\n", | |
|
2944 | " var x = e.pageX - $(targ).offset().left;\n", | |
|
2945 | " var y = e.pageY - $(targ).offset().top;\n", | |
|
2946 | "\n", | |
|
2947 | " return {\"x\": x, \"y\": y};\n", | |
|
2948 | "};\n", | |
|
2949 | "\n", | |
|
2950 | "/*\n", | |
|
2951 | " * return a copy of an object with only non-object keys\n", | |
|
2952 | " * we need this to avoid circular references\n", | |
|
2953 | " * http://stackoverflow.com/a/24161582/3208463\n", | |
|
2954 | " */\n", | |
|
2955 | "function simpleKeys (original) {\n", | |
|
2956 | " return Object.keys(original).reduce(function (obj, key) {\n", | |
|
2957 | " if (typeof original[key] !== 'object')\n", | |
|
2958 | " obj[key] = original[key]\n", | |
|
2959 | " return obj;\n", | |
|
2960 | " }, {});\n", | |
|
2961 | "}\n", | |
|
2962 | "\n", | |
|
2963 | "mpl.figure.prototype.mouse_event = function(event, name) {\n", | |
|
2964 | " var canvas_pos = mpl.findpos(event)\n", | |
|
2965 | "\n", | |
|
2966 | " if (name === 'button_press')\n", | |
|
2967 | " {\n", | |
|
2968 | " this.canvas.focus();\n", | |
|
2969 | " this.canvas_div.focus();\n", | |
|
2970 | " }\n", | |
|
2971 | "\n", | |
|
2972 | " var x = canvas_pos.x * mpl.ratio;\n", | |
|
2973 | " var y = canvas_pos.y * mpl.ratio;\n", | |
|
2974 | "\n", | |
|
2975 | " this.send_message(name, {x: x, y: y, button: event.button,\n", | |
|
2976 | " step: event.step,\n", | |
|
2977 | " guiEvent: simpleKeys(event)});\n", | |
|
2978 | "\n", | |
|
2979 | " /* This prevents the web browser from automatically changing to\n", | |
|
2980 | " * the text insertion cursor when the button is pressed. We want\n", | |
|
2981 | " * to control all of the cursor setting manually through the\n", | |
|
2982 | " * 'cursor' event from matplotlib */\n", | |
|
2983 | " event.preventDefault();\n", | |
|
2984 | " return false;\n", | |
|
2985 | "}\n", | |
|
2986 | "\n", | |
|
2987 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
2988 | " // Handle any extra behaviour associated with a key event\n", | |
|
2989 | "}\n", | |
|
2990 | "\n", | |
|
2991 | "mpl.figure.prototype.key_event = function(event, name) {\n", | |
|
2992 | "\n", | |
|
2993 | " // Prevent repeat events\n", | |
|
2994 | " if (name == 'key_press')\n", | |
|
2995 | " {\n", | |
|
2996 | " if (event.which === this._key)\n", | |
|
2997 | " return;\n", | |
|
2998 | " else\n", | |
|
2999 | " this._key = event.which;\n", | |
|
3000 | " }\n", | |
|
3001 | " if (name == 'key_release')\n", | |
|
3002 | " this._key = null;\n", | |
|
3003 | "\n", | |
|
3004 | " var value = '';\n", | |
|
3005 | " if (event.ctrlKey && event.which != 17)\n", | |
|
3006 | " value += \"ctrl+\";\n", | |
|
3007 | " if (event.altKey && event.which != 18)\n", | |
|
3008 | " value += \"alt+\";\n", | |
|
3009 | " if (event.shiftKey && event.which != 16)\n", | |
|
3010 | " value += \"shift+\";\n", | |
|
3011 | "\n", | |
|
3012 | " value += 'k';\n", | |
|
3013 | " value += event.which.toString();\n", | |
|
3014 | "\n", | |
|
3015 | " this._key_event_extra(event, name);\n", | |
|
3016 | "\n", | |
|
3017 | " this.send_message(name, {key: value,\n", | |
|
3018 | " guiEvent: simpleKeys(event)});\n", | |
|
3019 | " return false;\n", | |
|
3020 | "}\n", | |
|
3021 | "\n", | |
|
3022 | "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n", | |
|
3023 | " if (name == 'download') {\n", | |
|
3024 | " this.handle_save(this, null);\n", | |
|
3025 | " } else {\n", | |
|
3026 | " this.send_message(\"toolbar_button\", {name: name});\n", | |
|
3027 | " }\n", | |
|
3028 | "};\n", | |
|
3029 | "\n", | |
|
3030 | "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n", | |
|
3031 | " this.message.textContent = tooltip;\n", | |
|
3032 | "};\n", | |
|
3033 | "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", | |
|
3034 | "\n", | |
|
3035 | "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", | |
|
3036 | "\n", | |
|
3037 | "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", | |
|
3038 | " // Create a \"websocket\"-like object which calls the given IPython comm\n", | |
|
3039 | " // object with the appropriate methods. Currently this is a non binary\n", | |
|
3040 | " // socket, so there is still some room for performance tuning.\n", | |
|
3041 | " var ws = {};\n", | |
|
3042 | "\n", | |
|
3043 | " ws.close = function() {\n", | |
|
3044 | " comm.close()\n", | |
|
3045 | " };\n", | |
|
3046 | " ws.send = function(m) {\n", | |
|
3047 | " //console.log('sending', m);\n", | |
|
3048 | " comm.send(m);\n", | |
|
3049 | " };\n", | |
|
3050 | " // Register the callback with on_msg.\n", | |
|
3051 | " comm.on_msg(function(msg) {\n", | |
|
3052 | " //console.log('receiving', msg['content']['data'], msg);\n", | |
|
3053 | " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", | |
|
3054 | " ws.onmessage(msg['content']['data'])\n", | |
|
3055 | " });\n", | |
|
3056 | " return ws;\n", | |
|
3057 | "}\n", | |
|
3058 | "\n", | |
|
3059 | "mpl.mpl_figure_comm = function(comm, msg) {\n", | |
|
3060 | " // This is the function which gets called when the mpl process\n", | |
|
3061 | " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", | |
|
3062 | "\n", | |
|
3063 | " var id = msg.content.data.id;\n", | |
|
3064 | " // Get hold of the div created by the display call when the Comm\n", | |
|
3065 | " // socket was opened in Python.\n", | |
|
3066 | " var element = $(\"#\" + id);\n", | |
|
3067 | " var ws_proxy = comm_websocket_adapter(comm)\n", | |
|
3068 | "\n", | |
|
3069 | " function ondownload(figure, format) {\n", | |
|
3070 | " window.open(figure.imageObj.src);\n", | |
|
3071 | " }\n", | |
|
3072 | "\n", | |
|
3073 | " var fig = new mpl.figure(id, ws_proxy,\n", | |
|
3074 | " ondownload,\n", | |
|
3075 | " element.get(0));\n", | |
|
3076 | "\n", | |
|
3077 | " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", | |
|
3078 | " // web socket which is closed, not our websocket->open comm proxy.\n", | |
|
3079 | " ws_proxy.onopen();\n", | |
|
3080 | "\n", | |
|
3081 | " fig.parent_element = element.get(0);\n", | |
|
3082 | " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", | |
|
3083 | " if (!fig.cell_info) {\n", | |
|
3084 | " console.error(\"Failed to find cell for figure\", id, fig);\n", | |
|
3085 | " return;\n", | |
|
3086 | " }\n", | |
|
3087 | "\n", | |
|
3088 | " var output_index = fig.cell_info[2]\n", | |
|
3089 | " var cell = fig.cell_info[0];\n", | |
|
3090 | "\n", | |
|
3091 | "};\n", | |
|
3092 | "\n", | |
|
3093 | "mpl.figure.prototype.handle_close = function(fig, msg) {\n", | |
|
3094 | " var width = fig.canvas.width/mpl.ratio\n", | |
|
3095 | " fig.root.unbind('remove')\n", | |
|
3096 | "\n", | |
|
3097 | " // Update the output cell to use the data from the current canvas.\n", | |
|
3098 | " fig.push_to_output();\n", | |
|
3099 | " var dataURL = fig.canvas.toDataURL();\n", | |
|
3100 | " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", | |
|
3101 | " // the notebook keyboard shortcuts fail.\n", | |
|
3102 | " IPython.keyboard_manager.enable()\n", | |
|
3103 | " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n", | |
|
3104 | " fig.close_ws(fig, msg);\n", | |
|
3105 | "}\n", | |
|
3106 | "\n", | |
|
3107 | "mpl.figure.prototype.close_ws = function(fig, msg){\n", | |
|
3108 | " fig.send_message('closing', msg);\n", | |
|
3109 | " // fig.ws.close()\n", | |
|
3110 | "}\n", | |
|
3111 | "\n", | |
|
3112 | "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n", | |
|
3113 | " // Turn the data on the canvas into data in the output cell.\n", | |
|
3114 | " var width = this.canvas.width/mpl.ratio\n", | |
|
3115 | " var dataURL = this.canvas.toDataURL();\n", | |
|
3116 | " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", | |
|
3117 | "}\n", | |
|
3118 | "\n", | |
|
3119 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
3120 | " // Tell IPython that the notebook contents must change.\n", | |
|
3121 | " IPython.notebook.set_dirty(true);\n", | |
|
3122 | " this.send_message(\"ack\", {});\n", | |
|
3123 | " var fig = this;\n", | |
|
3124 | " // Wait a second, then push the new image to the DOM so\n", | |
|
3125 | " // that it is saved nicely (might be nice to debounce this).\n", | |
|
3126 | " setTimeout(function () { fig.push_to_output() }, 1000);\n", | |
|
3127 | "}\n", | |
|
3128 | "\n", | |
|
3129 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
3130 | " var fig = this;\n", | |
|
3131 | "\n", | |
|
3132 | " var nav_element = $('<div/>')\n", | |
|
3133 | " nav_element.attr('style', 'width: 100%');\n", | |
|
3134 | " this.root.append(nav_element);\n", | |
|
3135 | "\n", | |
|
3136 | " // Define a callback function for later on.\n", | |
|
3137 | " function toolbar_event(event) {\n", | |
|
3138 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
3139 | " }\n", | |
|
3140 | " function toolbar_mouse_event(event) {\n", | |
|
3141 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
3142 | " }\n", | |
|
3143 | "\n", | |
|
3144 | " for(var toolbar_ind in mpl.toolbar_items){\n", | |
|
3145 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
3146 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
3147 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
3148 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
3149 | "\n", | |
|
3150 | " if (!name) { continue; };\n", | |
|
3151 | "\n", | |
|
3152 | " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n", | |
|
3153 | " button.click(method_name, toolbar_event);\n", | |
|
3154 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
3155 | " nav_element.append(button);\n", | |
|
3156 | " }\n", | |
|
3157 | "\n", | |
|
3158 | " // Add the status bar.\n", | |
|
3159 | " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n", | |
|
3160 | " nav_element.append(status_bar);\n", | |
|
3161 | " this.message = status_bar[0];\n", | |
|
3162 | "\n", | |
|
3163 | " // Add the close button to the window.\n", | |
|
3164 | " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n", | |
|
3165 | " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n", | |
|
3166 | " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", | |
|
3167 | " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", | |
|
3168 | " buttongrp.append(button);\n", | |
|
3169 | " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", | |
|
3170 | " titlebar.prepend(buttongrp);\n", | |
|
3171 | "}\n", | |
|
3172 | "\n", | |
|
3173 | "mpl.figure.prototype._root_extra_style = function(el){\n", | |
|
3174 | " var fig = this\n", | |
|
3175 | " el.on(\"remove\", function(){\n", | |
|
3176 | "\tfig.close_ws(fig, {});\n", | |
|
3177 | " });\n", | |
|
3178 | "}\n", | |
|
3179 | "\n", | |
|
3180 | "mpl.figure.prototype._canvas_extra_style = function(el){\n", | |
|
3181 | " // this is important to make the div 'focusable\n", | |
|
3182 | " el.attr('tabindex', 0)\n", | |
|
3183 | " // reach out to IPython and tell the keyboard manager to turn it's self\n", | |
|
3184 | " // off when our div gets focus\n", | |
|
3185 | "\n", | |
|
3186 | " // location in version 3\n", | |
|
3187 | " if (IPython.notebook.keyboard_manager) {\n", | |
|
3188 | " IPython.notebook.keyboard_manager.register_events(el);\n", | |
|
3189 | " }\n", | |
|
3190 | " else {\n", | |
|
3191 | " // location in version 2\n", | |
|
3192 | " IPython.keyboard_manager.register_events(el);\n", | |
|
3193 | " }\n", | |
|
3194 | "\n", | |
|
3195 | "}\n", | |
|
3196 | "\n", | |
|
3197 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
3198 | " var manager = IPython.notebook.keyboard_manager;\n", | |
|
3199 | " if (!manager)\n", | |
|
3200 | " manager = IPython.keyboard_manager;\n", | |
|
3201 | "\n", | |
|
3202 | " // Check for shift+enter\n", | |
|
3203 | " if (event.shiftKey && event.which == 13) {\n", | |
|
3204 | " this.canvas_div.blur();\n", | |
|
3205 | " event.shiftKey = false;\n", | |
|
3206 | " // Send a \"J\" for go to next cell\n", | |
|
3207 | " event.which = 74;\n", | |
|
3208 | " event.keyCode = 74;\n", | |
|
3209 | " manager.command_mode();\n", | |
|
3210 | " manager.handle_keydown(event);\n", | |
|
3211 | " }\n", | |
|
3212 | "}\n", | |
|
3213 | "\n", | |
|
3214 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
3215 | " fig.ondownload(fig, null);\n", | |
|
3216 | "}\n", | |
|
3217 | "\n", | |
|
3218 | "\n", | |
|
3219 | "mpl.find_output_cell = function(html_output) {\n", | |
|
3220 | " // Return the cell and output element which can be found *uniquely* in the notebook.\n", | |
|
3221 | " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", | |
|
3222 | " // IPython event is triggered only after the cells have been serialised, which for\n", | |
|
3223 | " // our purposes (turning an active figure into a static one), is too late.\n", | |
|
3224 | " var cells = IPython.notebook.get_cells();\n", | |
|
3225 | " var ncells = cells.length;\n", | |
|
3226 | " for (var i=0; i<ncells; i++) {\n", | |
|
3227 | " var cell = cells[i];\n", | |
|
3228 | " if (cell.cell_type === 'code'){\n", | |
|
3229 | " for (var j=0; j<cell.output_area.outputs.length; j++) {\n", | |
|
3230 | " var data = cell.output_area.outputs[j];\n", | |
|
3231 | " if (data.data) {\n", | |
|
3232 | " // IPython >= 3 moved mimebundle to data attribute of output\n", | |
|
3233 | " data = data.data;\n", | |
|
3234 | " }\n", | |
|
3235 | " if (data['text/html'] == html_output) {\n", | |
|
3236 | " return [cell, data, j];\n", | |
|
3237 | " }\n", | |
|
3238 | " }\n", | |
|
3239 | " }\n", | |
|
3240 | " }\n", | |
|
3241 | "}\n", | |
|
3242 | "\n", | |
|
3243 | "// Register the function which deals with the matplotlib target/channel.\n", | |
|
3244 | "// The kernel may be null if the page has been refreshed.\n", | |
|
3245 | "if (IPython.notebook.kernel != null) {\n", | |
|
3246 | " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", | |
|
3247 | "}\n" | |
|
3248 | ], | |
|
3249 | "text/plain": [ | |
|
3250 | "<IPython.core.display.Javascript object>" | |
|
3251 | ] | |
|
3252 | }, | |
|
3253 | "metadata": {}, | |
|
3254 | "output_type": "display_data" | |
|
3255 | }, | |
|
3256 | { | |
|
3257 | "data": { | |
|
3258 | "text/html": [ | |
|
3259 | "<img 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\" width=\"900\">" | |
|
3260 | ], | |
|
3261 | "text/plain": [ | |
|
3262 | "<IPython.core.display.HTML object>" | |
|
3263 | ] | |
|
3264 | }, | |
|
3265 | "metadata": {}, | |
|
3266 | "output_type": "display_data" | |
|
3267 | }, | |
|
3268 | { | |
|
3269 | "name": "stderr", | |
|
3270 | "output_type": "stream", | |
|
3271 | "text": [ | |
|
3272 | "/home/jeandet/P3Venv/lib/python3.6/site-packages/matplotlib/pyplot.py:537: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", | |
|
3273 | " max_open_warning, RuntimeWarning)\n" | |
|
3274 | ] | |
|
3275 | }, | |
|
3276 | { | |
|
3277 | "data": { | |
|
3278 | "application/javascript": [ | |
|
3279 | "/* Put everything inside the global mpl namespace */\n", | |
|
3280 | "window.mpl = {};\n", | |
|
3281 | "\n", | |
|
3282 | "\n", | |
|
3283 | "mpl.get_websocket_type = function() {\n", | |
|
3284 | " if (typeof(WebSocket) !== 'undefined') {\n", | |
|
3285 | " return WebSocket;\n", | |
|
3286 | " } else if (typeof(MozWebSocket) !== 'undefined') {\n", | |
|
3287 | " return MozWebSocket;\n", | |
|
3288 | " } else {\n", | |
|
3289 | " alert('Your browser does not have WebSocket support.' +\n", | |
|
3290 | " 'Please try Chrome, Safari or Firefox β₯ 6. ' +\n", | |
|
3291 | " 'Firefox 4 and 5 are also supported but you ' +\n", | |
|
3292 | " 'have to enable WebSockets in about:config.');\n", | |
|
3293 | " };\n", | |
|
3294 | "}\n", | |
|
3295 | "\n", | |
|
3296 | "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", | |
|
3297 | " this.id = figure_id;\n", | |
|
3298 | "\n", | |
|
3299 | " this.ws = websocket;\n", | |
|
3300 | "\n", | |
|
3301 | " this.supports_binary = (this.ws.binaryType != undefined);\n", | |
|
3302 | "\n", | |
|
3303 | " if (!this.supports_binary) {\n", | |
|
3304 | " var warnings = document.getElementById(\"mpl-warnings\");\n", | |
|
3305 | " if (warnings) {\n", | |
|
3306 | " warnings.style.display = 'block';\n", | |
|
3307 | " warnings.textContent = (\n", | |
|
3308 | " \"This browser does not support binary websocket messages. \" +\n", | |
|
3309 | " \"Performance may be slow.\");\n", | |
|
3310 | " }\n", | |
|
3311 | " }\n", | |
|
3312 | "\n", | |
|
3313 | " this.imageObj = new Image();\n", | |
|
3314 | "\n", | |
|
3315 | " this.context = undefined;\n", | |
|
3316 | " this.message = undefined;\n", | |
|
3317 | " this.canvas = undefined;\n", | |
|
3318 | " this.rubberband_canvas = undefined;\n", | |
|
3319 | " this.rubberband_context = undefined;\n", | |
|
3320 | " this.format_dropdown = undefined;\n", | |
|
3321 | "\n", | |
|
3322 | " this.image_mode = 'full';\n", | |
|
3323 | "\n", | |
|
3324 | " this.root = $('<div/>');\n", | |
|
3325 | " this._root_extra_style(this.root)\n", | |
|
3326 | " this.root.attr('style', 'display: inline-block');\n", | |
|
3327 | "\n", | |
|
3328 | " $(parent_element).append(this.root);\n", | |
|
3329 | "\n", | |
|
3330 | " this._init_header(this);\n", | |
|
3331 | " this._init_canvas(this);\n", | |
|
3332 | " this._init_toolbar(this);\n", | |
|
3333 | "\n", | |
|
3334 | " var fig = this;\n", | |
|
3335 | "\n", | |
|
3336 | " this.waiting = false;\n", | |
|
3337 | "\n", | |
|
3338 | " this.ws.onopen = function () {\n", | |
|
3339 | " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", | |
|
3340 | " fig.send_message(\"send_image_mode\", {});\n", | |
|
3341 | " if (mpl.ratio != 1) {\n", | |
|
3342 | " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", | |
|
3343 | " }\n", | |
|
3344 | " fig.send_message(\"refresh\", {});\n", | |
|
3345 | " }\n", | |
|
3346 | "\n", | |
|
3347 | " this.imageObj.onload = function() {\n", | |
|
3348 | " if (fig.image_mode == 'full') {\n", | |
|
3349 | " // Full images could contain transparency (where diff images\n", | |
|
3350 | " // almost always do), so we need to clear the canvas so that\n", | |
|
3351 | " // there is no ghosting.\n", | |
|
3352 | " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
3353 | " }\n", | |
|
3354 | " fig.context.drawImage(fig.imageObj, 0, 0);\n", | |
|
3355 | " };\n", | |
|
3356 | "\n", | |
|
3357 | " this.imageObj.onunload = function() {\n", | |
|
3358 | " fig.ws.close();\n", | |
|
3359 | " }\n", | |
|
3360 | "\n", | |
|
3361 | " this.ws.onmessage = this._make_on_message_function(this);\n", | |
|
3362 | "\n", | |
|
3363 | " this.ondownload = ondownload;\n", | |
|
3364 | "}\n", | |
|
3365 | "\n", | |
|
3366 | "mpl.figure.prototype._init_header = function() {\n", | |
|
3367 | " var titlebar = $(\n", | |
|
3368 | " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n", | |
|
3369 | " 'ui-helper-clearfix\"/>');\n", | |
|
3370 | " var titletext = $(\n", | |
|
3371 | " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n", | |
|
3372 | " 'text-align: center; padding: 3px;\"/>');\n", | |
|
3373 | " titlebar.append(titletext)\n", | |
|
3374 | " this.root.append(titlebar);\n", | |
|
3375 | " this.header = titletext[0];\n", | |
|
3376 | "}\n", | |
|
3377 | "\n", | |
|
3378 | "\n", | |
|
3379 | "\n", | |
|
3380 | "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", | |
|
3381 | "\n", | |
|
3382 | "}\n", | |
|
3383 | "\n", | |
|
3384 | "\n", | |
|
3385 | "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", | |
|
3386 | "\n", | |
|
3387 | "}\n", | |
|
3388 | "\n", | |
|
3389 | "mpl.figure.prototype._init_canvas = function() {\n", | |
|
3390 | " var fig = this;\n", | |
|
3391 | "\n", | |
|
3392 | " var canvas_div = $('<div/>');\n", | |
|
3393 | "\n", | |
|
3394 | " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", | |
|
3395 | "\n", | |
|
3396 | " function canvas_keyboard_event(event) {\n", | |
|
3397 | " return fig.key_event(event, event['data']);\n", | |
|
3398 | " }\n", | |
|
3399 | "\n", | |
|
3400 | " canvas_div.keydown('key_press', canvas_keyboard_event);\n", | |
|
3401 | " canvas_div.keyup('key_release', canvas_keyboard_event);\n", | |
|
3402 | " this.canvas_div = canvas_div\n", | |
|
3403 | " this._canvas_extra_style(canvas_div)\n", | |
|
3404 | " this.root.append(canvas_div);\n", | |
|
3405 | "\n", | |
|
3406 | " var canvas = $('<canvas/>');\n", | |
|
3407 | " canvas.addClass('mpl-canvas');\n", | |
|
3408 | " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", | |
|
3409 | "\n", | |
|
3410 | " this.canvas = canvas[0];\n", | |
|
3411 | " this.context = canvas[0].getContext(\"2d\");\n", | |
|
3412 | "\n", | |
|
3413 | " var backingStore = this.context.backingStorePixelRatio ||\n", | |
|
3414 | "\tthis.context.webkitBackingStorePixelRatio ||\n", | |
|
3415 | "\tthis.context.mozBackingStorePixelRatio ||\n", | |
|
3416 | "\tthis.context.msBackingStorePixelRatio ||\n", | |
|
3417 | "\tthis.context.oBackingStorePixelRatio ||\n", | |
|
3418 | "\tthis.context.backingStorePixelRatio || 1;\n", | |
|
3419 | "\n", | |
|
3420 | " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", | |
|
3421 | "\n", | |
|
3422 | " var rubberband = $('<canvas/>');\n", | |
|
3423 | " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", | |
|
3424 | "\n", | |
|
3425 | " var pass_mouse_events = true;\n", | |
|
3426 | "\n", | |
|
3427 | " canvas_div.resizable({\n", | |
|
3428 | " start: function(event, ui) {\n", | |
|
3429 | " pass_mouse_events = false;\n", | |
|
3430 | " },\n", | |
|
3431 | " resize: function(event, ui) {\n", | |
|
3432 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
3433 | " },\n", | |
|
3434 | " stop: function(event, ui) {\n", | |
|
3435 | " pass_mouse_events = true;\n", | |
|
3436 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
3437 | " },\n", | |
|
3438 | " });\n", | |
|
3439 | "\n", | |
|
3440 | " function mouse_event_fn(event) {\n", | |
|
3441 | " if (pass_mouse_events)\n", | |
|
3442 | " return fig.mouse_event(event, event['data']);\n", | |
|
3443 | " }\n", | |
|
3444 | "\n", | |
|
3445 | " rubberband.mousedown('button_press', mouse_event_fn);\n", | |
|
3446 | " rubberband.mouseup('button_release', mouse_event_fn);\n", | |
|
3447 | " // Throttle sequential mouse events to 1 every 20ms.\n", | |
|
3448 | " rubberband.mousemove('motion_notify', mouse_event_fn);\n", | |
|
3449 | "\n", | |
|
3450 | " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", | |
|
3451 | " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", | |
|
3452 | "\n", | |
|
3453 | " canvas_div.on(\"wheel\", function (event) {\n", | |
|
3454 | " event = event.originalEvent;\n", | |
|
3455 | " event['data'] = 'scroll'\n", | |
|
3456 | " if (event.deltaY < 0) {\n", | |
|
3457 | " event.step = 1;\n", | |
|
3458 | " } else {\n", | |
|
3459 | " event.step = -1;\n", | |
|
3460 | " }\n", | |
|
3461 | " mouse_event_fn(event);\n", | |
|
3462 | " });\n", | |
|
3463 | "\n", | |
|
3464 | " canvas_div.append(canvas);\n", | |
|
3465 | " canvas_div.append(rubberband);\n", | |
|
3466 | "\n", | |
|
3467 | " this.rubberband = rubberband;\n", | |
|
3468 | " this.rubberband_canvas = rubberband[0];\n", | |
|
3469 | " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", | |
|
3470 | " this.rubberband_context.strokeStyle = \"#000000\";\n", | |
|
3471 | "\n", | |
|
3472 | " this._resize_canvas = function(width, height) {\n", | |
|
3473 | " // Keep the size of the canvas, canvas container, and rubber band\n", | |
|
3474 | " // canvas in synch.\n", | |
|
3475 | " canvas_div.css('width', width)\n", | |
|
3476 | " canvas_div.css('height', height)\n", | |
|
3477 | "\n", | |
|
3478 | " canvas.attr('width', width * mpl.ratio);\n", | |
|
3479 | " canvas.attr('height', height * mpl.ratio);\n", | |
|
3480 | " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", | |
|
3481 | "\n", | |
|
3482 | " rubberband.attr('width', width);\n", | |
|
3483 | " rubberband.attr('height', height);\n", | |
|
3484 | " }\n", | |
|
3485 | "\n", | |
|
3486 | " // Set the figure to an initial 600x600px, this will subsequently be updated\n", | |
|
3487 | " // upon first draw.\n", | |
|
3488 | " this._resize_canvas(600, 600);\n", | |
|
3489 | "\n", | |
|
3490 | " // Disable right mouse context menu.\n", | |
|
3491 | " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", | |
|
3492 | " return false;\n", | |
|
3493 | " });\n", | |
|
3494 | "\n", | |
|
3495 | " function set_focus () {\n", | |
|
3496 | " canvas.focus();\n", | |
|
3497 | " canvas_div.focus();\n", | |
|
3498 | " }\n", | |
|
3499 | "\n", | |
|
3500 | " window.setTimeout(set_focus, 100);\n", | |
|
3501 | "}\n", | |
|
3502 | "\n", | |
|
3503 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
3504 | " var fig = this;\n", | |
|
3505 | "\n", | |
|
3506 | " var nav_element = $('<div/>')\n", | |
|
3507 | " nav_element.attr('style', 'width: 100%');\n", | |
|
3508 | " this.root.append(nav_element);\n", | |
|
3509 | "\n", | |
|
3510 | " // Define a callback function for later on.\n", | |
|
3511 | " function toolbar_event(event) {\n", | |
|
3512 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
3513 | " }\n", | |
|
3514 | " function toolbar_mouse_event(event) {\n", | |
|
3515 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
3516 | " }\n", | |
|
3517 | "\n", | |
|
3518 | " for(var toolbar_ind in mpl.toolbar_items) {\n", | |
|
3519 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
3520 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
3521 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
3522 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
3523 | "\n", | |
|
3524 | " if (!name) {\n", | |
|
3525 | " // put a spacer in here.\n", | |
|
3526 | " continue;\n", | |
|
3527 | " }\n", | |
|
3528 | " var button = $('<button/>');\n", | |
|
3529 | " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n", | |
|
3530 | " 'ui-button-icon-only');\n", | |
|
3531 | " button.attr('role', 'button');\n", | |
|
3532 | " button.attr('aria-disabled', 'false');\n", | |
|
3533 | " button.click(method_name, toolbar_event);\n", | |
|
3534 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
3535 | "\n", | |
|
3536 | " var icon_img = $('<span/>');\n", | |
|
3537 | " icon_img.addClass('ui-button-icon-primary ui-icon');\n", | |
|
3538 | " icon_img.addClass(image);\n", | |
|
3539 | " icon_img.addClass('ui-corner-all');\n", | |
|
3540 | "\n", | |
|
3541 | " var tooltip_span = $('<span/>');\n", | |
|
3542 | " tooltip_span.addClass('ui-button-text');\n", | |
|
3543 | " tooltip_span.html(tooltip);\n", | |
|
3544 | "\n", | |
|
3545 | " button.append(icon_img);\n", | |
|
3546 | " button.append(tooltip_span);\n", | |
|
3547 | "\n", | |
|
3548 | " nav_element.append(button);\n", | |
|
3549 | " }\n", | |
|
3550 | "\n", | |
|
3551 | " var fmt_picker_span = $('<span/>');\n", | |
|
3552 | "\n", | |
|
3553 | " var fmt_picker = $('<select/>');\n", | |
|
3554 | " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n", | |
|
3555 | " fmt_picker_span.append(fmt_picker);\n", | |
|
3556 | " nav_element.append(fmt_picker_span);\n", | |
|
3557 | " this.format_dropdown = fmt_picker[0];\n", | |
|
3558 | "\n", | |
|
3559 | " for (var ind in mpl.extensions) {\n", | |
|
3560 | " var fmt = mpl.extensions[ind];\n", | |
|
3561 | " var option = $(\n", | |
|
3562 | " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n", | |
|
3563 | " fmt_picker.append(option)\n", | |
|
3564 | " }\n", | |
|
3565 | "\n", | |
|
3566 | " // Add hover states to the ui-buttons\n", | |
|
3567 | " $( \".ui-button\" ).hover(\n", | |
|
3568 | " function() { $(this).addClass(\"ui-state-hover\");},\n", | |
|
3569 | " function() { $(this).removeClass(\"ui-state-hover\");}\n", | |
|
3570 | " );\n", | |
|
3571 | "\n", | |
|
3572 | " var status_bar = $('<span class=\"mpl-message\"/>');\n", | |
|
3573 | " nav_element.append(status_bar);\n", | |
|
3574 | " this.message = status_bar[0];\n", | |
|
3575 | "}\n", | |
|
3576 | "\n", | |
|
3577 | "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n", | |
|
3578 | " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", | |
|
3579 | " // which will in turn request a refresh of the image.\n", | |
|
3580 | " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n", | |
|
3581 | "}\n", | |
|
3582 | "\n", | |
|
3583 | "mpl.figure.prototype.send_message = function(type, properties) {\n", | |
|
3584 | " properties['type'] = type;\n", | |
|
3585 | " properties['figure_id'] = this.id;\n", | |
|
3586 | " this.ws.send(JSON.stringify(properties));\n", | |
|
3587 | "}\n", | |
|
3588 | "\n", | |
|
3589 | "mpl.figure.prototype.send_draw_message = function() {\n", | |
|
3590 | " if (!this.waiting) {\n", | |
|
3591 | " this.waiting = true;\n", | |
|
3592 | " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n", | |
|
3593 | " }\n", | |
|
3594 | "}\n", | |
|
3595 | "\n", | |
|
3596 | "\n", | |
|
3597 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
3598 | " var format_dropdown = fig.format_dropdown;\n", | |
|
3599 | " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", | |
|
3600 | " fig.ondownload(fig, format);\n", | |
|
3601 | "}\n", | |
|
3602 | "\n", | |
|
3603 | "\n", | |
|
3604 | "mpl.figure.prototype.handle_resize = function(fig, msg) {\n", | |
|
3605 | " var size = msg['size'];\n", | |
|
3606 | " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n", | |
|
3607 | " fig._resize_canvas(size[0], size[1]);\n", | |
|
3608 | " fig.send_message(\"refresh\", {});\n", | |
|
3609 | " };\n", | |
|
3610 | "}\n", | |
|
3611 | "\n", | |
|
3612 | "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n", | |
|
3613 | " var x0 = msg['x0'] / mpl.ratio;\n", | |
|
3614 | " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n", | |
|
3615 | " var x1 = msg['x1'] / mpl.ratio;\n", | |
|
3616 | " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n", | |
|
3617 | " x0 = Math.floor(x0) + 0.5;\n", | |
|
3618 | " y0 = Math.floor(y0) + 0.5;\n", | |
|
3619 | " x1 = Math.floor(x1) + 0.5;\n", | |
|
3620 | " y1 = Math.floor(y1) + 0.5;\n", | |
|
3621 | " var min_x = Math.min(x0, x1);\n", | |
|
3622 | " var min_y = Math.min(y0, y1);\n", | |
|
3623 | " var width = Math.abs(x1 - x0);\n", | |
|
3624 | " var height = Math.abs(y1 - y0);\n", | |
|
3625 | "\n", | |
|
3626 | " fig.rubberband_context.clearRect(\n", | |
|
3627 | " 0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
3628 | "\n", | |
|
3629 | " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", | |
|
3630 | "}\n", | |
|
3631 | "\n", | |
|
3632 | "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n", | |
|
3633 | " // Updates the figure title.\n", | |
|
3634 | " fig.header.textContent = msg['label'];\n", | |
|
3635 | "}\n", | |
|
3636 | "\n", | |
|
3637 | "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n", | |
|
3638 | " var cursor = msg['cursor'];\n", | |
|
3639 | " switch(cursor)\n", | |
|
3640 | " {\n", | |
|
3641 | " case 0:\n", | |
|
3642 | " cursor = 'pointer';\n", | |
|
3643 | " break;\n", | |
|
3644 | " case 1:\n", | |
|
3645 | " cursor = 'default';\n", | |
|
3646 | " break;\n", | |
|
3647 | " case 2:\n", | |
|
3648 | " cursor = 'crosshair';\n", | |
|
3649 | " break;\n", | |
|
3650 | " case 3:\n", | |
|
3651 | " cursor = 'move';\n", | |
|
3652 | " break;\n", | |
|
3653 | " }\n", | |
|
3654 | " fig.rubberband_canvas.style.cursor = cursor;\n", | |
|
3655 | "}\n", | |
|
3656 | "\n", | |
|
3657 | "mpl.figure.prototype.handle_message = function(fig, msg) {\n", | |
|
3658 | " fig.message.textContent = msg['message'];\n", | |
|
3659 | "}\n", | |
|
3660 | "\n", | |
|
3661 | "mpl.figure.prototype.handle_draw = function(fig, msg) {\n", | |
|
3662 | " // Request the server to send over a new figure.\n", | |
|
3663 | " fig.send_draw_message();\n", | |
|
3664 | "}\n", | |
|
3665 | "\n", | |
|
3666 | "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n", | |
|
3667 | " fig.image_mode = msg['mode'];\n", | |
|
3668 | "}\n", | |
|
3669 | "\n", | |
|
3670 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
3671 | " // Called whenever the canvas gets updated.\n", | |
|
3672 | " this.send_message(\"ack\", {});\n", | |
|
3673 | "}\n", | |
|
3674 | "\n", | |
|
3675 | "// A function to construct a web socket function for onmessage handling.\n", | |
|
3676 | "// Called in the figure constructor.\n", | |
|
3677 | "mpl.figure.prototype._make_on_message_function = function(fig) {\n", | |
|
3678 | " return function socket_on_message(evt) {\n", | |
|
3679 | " if (evt.data instanceof Blob) {\n", | |
|
3680 | " /* FIXME: We get \"Resource interpreted as Image but\n", | |
|
3681 | " * transferred with MIME type text/plain:\" errors on\n", | |
|
3682 | " * Chrome. But how to set the MIME type? It doesn't seem\n", | |
|
3683 | " * to be part of the websocket stream */\n", | |
|
3684 | " evt.data.type = \"image/png\";\n", | |
|
3685 | "\n", | |
|
3686 | " /* Free the memory for the previous frames */\n", | |
|
3687 | " if (fig.imageObj.src) {\n", | |
|
3688 | " (window.URL || window.webkitURL).revokeObjectURL(\n", | |
|
3689 | " fig.imageObj.src);\n", | |
|
3690 | " }\n", | |
|
3691 | "\n", | |
|
3692 | " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", | |
|
3693 | " evt.data);\n", | |
|
3694 | " fig.updated_canvas_event();\n", | |
|
3695 | " fig.waiting = false;\n", | |
|
3696 | " return;\n", | |
|
3697 | " }\n", | |
|
3698 | " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n", | |
|
3699 | " fig.imageObj.src = evt.data;\n", | |
|
3700 | " fig.updated_canvas_event();\n", | |
|
3701 | " fig.waiting = false;\n", | |
|
3702 | " return;\n", | |
|
3703 | " }\n", | |
|
3704 | "\n", | |
|
3705 | " var msg = JSON.parse(evt.data);\n", | |
|
3706 | " var msg_type = msg['type'];\n", | |
|
3707 | "\n", | |
|
3708 | " // Call the \"handle_{type}\" callback, which takes\n", | |
|
3709 | " // the figure and JSON message as its only arguments.\n", | |
|
3710 | " try {\n", | |
|
3711 | " var callback = fig[\"handle_\" + msg_type];\n", | |
|
3712 | " } catch (e) {\n", | |
|
3713 | " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n", | |
|
3714 | " return;\n", | |
|
3715 | " }\n", | |
|
3716 | "\n", | |
|
3717 | " if (callback) {\n", | |
|
3718 | " try {\n", | |
|
3719 | " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", | |
|
3720 | " callback(fig, msg);\n", | |
|
3721 | " } catch (e) {\n", | |
|
3722 | " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n", | |
|
3723 | " }\n", | |
|
3724 | " }\n", | |
|
3725 | " };\n", | |
|
3726 | "}\n", | |
|
3727 | "\n", | |
|
3728 | "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", | |
|
3729 | "mpl.findpos = function(e) {\n", | |
|
3730 | " //this section is from http://www.quirksmode.org/js/events_properties.html\n", | |
|
3731 | " var targ;\n", | |
|
3732 | " if (!e)\n", | |
|
3733 | " e = window.event;\n", | |
|
3734 | " if (e.target)\n", | |
|
3735 | " targ = e.target;\n", | |
|
3736 | " else if (e.srcElement)\n", | |
|
3737 | " targ = e.srcElement;\n", | |
|
3738 | " if (targ.nodeType == 3) // defeat Safari bug\n", | |
|
3739 | " targ = targ.parentNode;\n", | |
|
3740 | "\n", | |
|
3741 | " // jQuery normalizes the pageX and pageY\n", | |
|
3742 | " // pageX,Y are the mouse positions relative to the document\n", | |
|
3743 | " // offset() returns the position of the element relative to the document\n", | |
|
3744 | " var x = e.pageX - $(targ).offset().left;\n", | |
|
3745 | " var y = e.pageY - $(targ).offset().top;\n", | |
|
3746 | "\n", | |
|
3747 | " return {\"x\": x, \"y\": y};\n", | |
|
3748 | "};\n", | |
|
3749 | "\n", | |
|
3750 | "/*\n", | |
|
3751 | " * return a copy of an object with only non-object keys\n", | |
|
3752 | " * we need this to avoid circular references\n", | |
|
3753 | " * http://stackoverflow.com/a/24161582/3208463\n", | |
|
3754 | " */\n", | |
|
3755 | "function simpleKeys (original) {\n", | |
|
3756 | " return Object.keys(original).reduce(function (obj, key) {\n", | |
|
3757 | " if (typeof original[key] !== 'object')\n", | |
|
3758 | " obj[key] = original[key]\n", | |
|
3759 | " return obj;\n", | |
|
3760 | " }, {});\n", | |
|
3761 | "}\n", | |
|
3762 | "\n", | |
|
3763 | "mpl.figure.prototype.mouse_event = function(event, name) {\n", | |
|
3764 | " var canvas_pos = mpl.findpos(event)\n", | |
|
3765 | "\n", | |
|
3766 | " if (name === 'button_press')\n", | |
|
3767 | " {\n", | |
|
3768 | " this.canvas.focus();\n", | |
|
3769 | " this.canvas_div.focus();\n", | |
|
3770 | " }\n", | |
|
3771 | "\n", | |
|
3772 | " var x = canvas_pos.x * mpl.ratio;\n", | |
|
3773 | " var y = canvas_pos.y * mpl.ratio;\n", | |
|
3774 | "\n", | |
|
3775 | " this.send_message(name, {x: x, y: y, button: event.button,\n", | |
|
3776 | " step: event.step,\n", | |
|
3777 | " guiEvent: simpleKeys(event)});\n", | |
|
3778 | "\n", | |
|
3779 | " /* This prevents the web browser from automatically changing to\n", | |
|
3780 | " * the text insertion cursor when the button is pressed. We want\n", | |
|
3781 | " * to control all of the cursor setting manually through the\n", | |
|
3782 | " * 'cursor' event from matplotlib */\n", | |
|
3783 | " event.preventDefault();\n", | |
|
3784 | " return false;\n", | |
|
3785 | "}\n", | |
|
3786 | "\n", | |
|
3787 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
3788 | " // Handle any extra behaviour associated with a key event\n", | |
|
3789 | "}\n", | |
|
3790 | "\n", | |
|
3791 | "mpl.figure.prototype.key_event = function(event, name) {\n", | |
|
3792 | "\n", | |
|
3793 | " // Prevent repeat events\n", | |
|
3794 | " if (name == 'key_press')\n", | |
|
3795 | " {\n", | |
|
3796 | " if (event.which === this._key)\n", | |
|
3797 | " return;\n", | |
|
3798 | " else\n", | |
|
3799 | " this._key = event.which;\n", | |
|
3800 | " }\n", | |
|
3801 | " if (name == 'key_release')\n", | |
|
3802 | " this._key = null;\n", | |
|
3803 | "\n", | |
|
3804 | " var value = '';\n", | |
|
3805 | " if (event.ctrlKey && event.which != 17)\n", | |
|
3806 | " value += \"ctrl+\";\n", | |
|
3807 | " if (event.altKey && event.which != 18)\n", | |
|
3808 | " value += \"alt+\";\n", | |
|
3809 | " if (event.shiftKey && event.which != 16)\n", | |
|
3810 | " value += \"shift+\";\n", | |
|
3811 | "\n", | |
|
3812 | " value += 'k';\n", | |
|
3813 | " value += event.which.toString();\n", | |
|
3814 | "\n", | |
|
3815 | " this._key_event_extra(event, name);\n", | |
|
3816 | "\n", | |
|
3817 | " this.send_message(name, {key: value,\n", | |
|
3818 | " guiEvent: simpleKeys(event)});\n", | |
|
3819 | " return false;\n", | |
|
3820 | "}\n", | |
|
3821 | "\n", | |
|
3822 | "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n", | |
|
3823 | " if (name == 'download') {\n", | |
|
3824 | " this.handle_save(this, null);\n", | |
|
3825 | " } else {\n", | |
|
3826 | " this.send_message(\"toolbar_button\", {name: name});\n", | |
|
3827 | " }\n", | |
|
3828 | "};\n", | |
|
3829 | "\n", | |
|
3830 | "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n", | |
|
3831 | " this.message.textContent = tooltip;\n", | |
|
3832 | "};\n", | |
|
3833 | "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", | |
|
3834 | "\n", | |
|
3835 | "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", | |
|
3836 | "\n", | |
|
3837 | "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", | |
|
3838 | " // Create a \"websocket\"-like object which calls the given IPython comm\n", | |
|
3839 | " // object with the appropriate methods. Currently this is a non binary\n", | |
|
3840 | " // socket, so there is still some room for performance tuning.\n", | |
|
3841 | " var ws = {};\n", | |
|
3842 | "\n", | |
|
3843 | " ws.close = function() {\n", | |
|
3844 | " comm.close()\n", | |
|
3845 | " };\n", | |
|
3846 | " ws.send = function(m) {\n", | |
|
3847 | " //console.log('sending', m);\n", | |
|
3848 | " comm.send(m);\n", | |
|
3849 | " };\n", | |
|
3850 | " // Register the callback with on_msg.\n", | |
|
3851 | " comm.on_msg(function(msg) {\n", | |
|
3852 | " //console.log('receiving', msg['content']['data'], msg);\n", | |
|
3853 | " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", | |
|
3854 | " ws.onmessage(msg['content']['data'])\n", | |
|
3855 | " });\n", | |
|
3856 | " return ws;\n", | |
|
3857 | "}\n", | |
|
3858 | "\n", | |
|
3859 | "mpl.mpl_figure_comm = function(comm, msg) {\n", | |
|
3860 | " // This is the function which gets called when the mpl process\n", | |
|
3861 | " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", | |
|
3862 | "\n", | |
|
3863 | " var id = msg.content.data.id;\n", | |
|
3864 | " // Get hold of the div created by the display call when the Comm\n", | |
|
3865 | " // socket was opened in Python.\n", | |
|
3866 | " var element = $(\"#\" + id);\n", | |
|
3867 | " var ws_proxy = comm_websocket_adapter(comm)\n", | |
|
3868 | "\n", | |
|
3869 | " function ondownload(figure, format) {\n", | |
|
3870 | " window.open(figure.imageObj.src);\n", | |
|
3871 | " }\n", | |
|
3872 | "\n", | |
|
3873 | " var fig = new mpl.figure(id, ws_proxy,\n", | |
|
3874 | " ondownload,\n", | |
|
3875 | " element.get(0));\n", | |
|
3876 | "\n", | |
|
3877 | " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", | |
|
3878 | " // web socket which is closed, not our websocket->open comm proxy.\n", | |
|
3879 | " ws_proxy.onopen();\n", | |
|
3880 | "\n", | |
|
3881 | " fig.parent_element = element.get(0);\n", | |
|
3882 | " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", | |
|
3883 | " if (!fig.cell_info) {\n", | |
|
3884 | " console.error(\"Failed to find cell for figure\", id, fig);\n", | |
|
3885 | " return;\n", | |
|
3886 | " }\n", | |
|
3887 | "\n", | |
|
3888 | " var output_index = fig.cell_info[2]\n", | |
|
3889 | " var cell = fig.cell_info[0];\n", | |
|
3890 | "\n", | |
|
3891 | "};\n", | |
|
3892 | "\n", | |
|
3893 | "mpl.figure.prototype.handle_close = function(fig, msg) {\n", | |
|
3894 | " var width = fig.canvas.width/mpl.ratio\n", | |
|
3895 | " fig.root.unbind('remove')\n", | |
|
3896 | "\n", | |
|
3897 | " // Update the output cell to use the data from the current canvas.\n", | |
|
3898 | " fig.push_to_output();\n", | |
|
3899 | " var dataURL = fig.canvas.toDataURL();\n", | |
|
3900 | " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", | |
|
3901 | " // the notebook keyboard shortcuts fail.\n", | |
|
3902 | " IPython.keyboard_manager.enable()\n", | |
|
3903 | " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n", | |
|
3904 | " fig.close_ws(fig, msg);\n", | |
|
3905 | "}\n", | |
|
3906 | "\n", | |
|
3907 | "mpl.figure.prototype.close_ws = function(fig, msg){\n", | |
|
3908 | " fig.send_message('closing', msg);\n", | |
|
3909 | " // fig.ws.close()\n", | |
|
3910 | "}\n", | |
|
3911 | "\n", | |
|
3912 | "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n", | |
|
3913 | " // Turn the data on the canvas into data in the output cell.\n", | |
|
3914 | " var width = this.canvas.width/mpl.ratio\n", | |
|
3915 | " var dataURL = this.canvas.toDataURL();\n", | |
|
3916 | " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", | |
|
3917 | "}\n", | |
|
3918 | "\n", | |
|
3919 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
3920 | " // Tell IPython that the notebook contents must change.\n", | |
|
3921 | " IPython.notebook.set_dirty(true);\n", | |
|
3922 | " this.send_message(\"ack\", {});\n", | |
|
3923 | " var fig = this;\n", | |
|
3924 | " // Wait a second, then push the new image to the DOM so\n", | |
|
3925 | " // that it is saved nicely (might be nice to debounce this).\n", | |
|
3926 | " setTimeout(function () { fig.push_to_output() }, 1000);\n", | |
|
3927 | "}\n", | |
|
3928 | "\n", | |
|
3929 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
3930 | " var fig = this;\n", | |
|
3931 | "\n", | |
|
3932 | " var nav_element = $('<div/>')\n", | |
|
3933 | " nav_element.attr('style', 'width: 100%');\n", | |
|
3934 | " this.root.append(nav_element);\n", | |
|
3935 | "\n", | |
|
3936 | " // Define a callback function for later on.\n", | |
|
3937 | " function toolbar_event(event) {\n", | |
|
3938 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
3939 | " }\n", | |
|
3940 | " function toolbar_mouse_event(event) {\n", | |
|
3941 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
3942 | " }\n", | |
|
3943 | "\n", | |
|
3944 | " for(var toolbar_ind in mpl.toolbar_items){\n", | |
|
3945 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
3946 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
3947 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
3948 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
3949 | "\n", | |
|
3950 | " if (!name) { continue; };\n", | |
|
3951 | "\n", | |
|
3952 | " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n", | |
|
3953 | " button.click(method_name, toolbar_event);\n", | |
|
3954 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
3955 | " nav_element.append(button);\n", | |
|
3956 | " }\n", | |
|
3957 | "\n", | |
|
3958 | " // Add the status bar.\n", | |
|
3959 | " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n", | |
|
3960 | " nav_element.append(status_bar);\n", | |
|
3961 | " this.message = status_bar[0];\n", | |
|
3962 | "\n", | |
|
3963 | " // Add the close button to the window.\n", | |
|
3964 | " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n", | |
|
3965 | " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n", | |
|
3966 | " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", | |
|
3967 | " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", | |
|
3968 | " buttongrp.append(button);\n", | |
|
3969 | " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", | |
|
3970 | " titlebar.prepend(buttongrp);\n", | |
|
3971 | "}\n", | |
|
3972 | "\n", | |
|
3973 | "mpl.figure.prototype._root_extra_style = function(el){\n", | |
|
3974 | " var fig = this\n", | |
|
3975 | " el.on(\"remove\", function(){\n", | |
|
3976 | "\tfig.close_ws(fig, {});\n", | |
|
3977 | " });\n", | |
|
3978 | "}\n", | |
|
3979 | "\n", | |
|
3980 | "mpl.figure.prototype._canvas_extra_style = function(el){\n", | |
|
3981 | " // this is important to make the div 'focusable\n", | |
|
3982 | " el.attr('tabindex', 0)\n", | |
|
3983 | " // reach out to IPython and tell the keyboard manager to turn it's self\n", | |
|
3984 | " // off when our div gets focus\n", | |
|
3985 | "\n", | |
|
3986 | " // location in version 3\n", | |
|
3987 | " if (IPython.notebook.keyboard_manager) {\n", | |
|
3988 | " IPython.notebook.keyboard_manager.register_events(el);\n", | |
|
3989 | " }\n", | |
|
3990 | " else {\n", | |
|
3991 | " // location in version 2\n", | |
|
3992 | " IPython.keyboard_manager.register_events(el);\n", | |
|
3993 | " }\n", | |
|
3994 | "\n", | |
|
3995 | "}\n", | |
|
3996 | "\n", | |
|
3997 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
3998 | " var manager = IPython.notebook.keyboard_manager;\n", | |
|
3999 | " if (!manager)\n", | |
|
4000 | " manager = IPython.keyboard_manager;\n", | |
|
4001 | "\n", | |
|
4002 | " // Check for shift+enter\n", | |
|
4003 | " if (event.shiftKey && event.which == 13) {\n", | |
|
4004 | " this.canvas_div.blur();\n", | |
|
4005 | " event.shiftKey = false;\n", | |
|
4006 | " // Send a \"J\" for go to next cell\n", | |
|
4007 | " event.which = 74;\n", | |
|
4008 | " event.keyCode = 74;\n", | |
|
4009 | " manager.command_mode();\n", | |
|
4010 | " manager.handle_keydown(event);\n", | |
|
4011 | " }\n", | |
|
4012 | "}\n", | |
|
4013 | "\n", | |
|
4014 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
4015 | " fig.ondownload(fig, null);\n", | |
|
4016 | "}\n", | |
|
4017 | "\n", | |
|
4018 | "\n", | |
|
4019 | "mpl.find_output_cell = function(html_output) {\n", | |
|
4020 | " // Return the cell and output element which can be found *uniquely* in the notebook.\n", | |
|
4021 | " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", | |
|
4022 | " // IPython event is triggered only after the cells have been serialised, which for\n", | |
|
4023 | " // our purposes (turning an active figure into a static one), is too late.\n", | |
|
4024 | " var cells = IPython.notebook.get_cells();\n", | |
|
4025 | " var ncells = cells.length;\n", | |
|
4026 | " for (var i=0; i<ncells; i++) {\n", | |
|
4027 | " var cell = cells[i];\n", | |
|
4028 | " if (cell.cell_type === 'code'){\n", | |
|
4029 | " for (var j=0; j<cell.output_area.outputs.length; j++) {\n", | |
|
4030 | " var data = cell.output_area.outputs[j];\n", | |
|
4031 | " if (data.data) {\n", | |
|
4032 | " // IPython >= 3 moved mimebundle to data attribute of output\n", | |
|
4033 | " data = data.data;\n", | |
|
4034 | " }\n", | |
|
4035 | " if (data['text/html'] == html_output) {\n", | |
|
4036 | " return [cell, data, j];\n", | |
|
4037 | " }\n", | |
|
4038 | " }\n", | |
|
4039 | " }\n", | |
|
4040 | " }\n", | |
|
4041 | "}\n", | |
|
4042 | "\n", | |
|
4043 | "// Register the function which deals with the matplotlib target/channel.\n", | |
|
4044 | "// The kernel may be null if the page has been refreshed.\n", | |
|
4045 | "if (IPython.notebook.kernel != null) {\n", | |
|
4046 | " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", | |
|
4047 | "}\n" | |
|
4048 | ], | |
|
4049 | "text/plain": [ | |
|
4050 | "<IPython.core.display.Javascript object>" | |
|
4051 | ] | |
|
4052 | }, | |
|
4053 | "metadata": {}, | |
|
4054 | "output_type": "display_data" | |
|
4055 | }, | |
|
4056 | { | |
|
4057 | "data": { | |
|
4058 | "text/html": [ | |
|
4059 | "<img 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\" width=\"900\">" | |
|
4060 | ], | |
|
4061 | "text/plain": [ | |
|
4062 | "<IPython.core.display.HTML object>" | |
|
4063 | ] | |
|
4064 | }, | |
|
4065 | "metadata": {}, | |
|
4066 | "output_type": "display_data" | |
|
4067 | }, | |
|
4068 | { | |
|
4069 | "data": { | |
|
4070 | "application/javascript": [ | |
|
4071 | "/* Put everything inside the global mpl namespace */\n", | |
|
4072 | "window.mpl = {};\n", | |
|
4073 | "\n", | |
|
4074 | "\n", | |
|
4075 | "mpl.get_websocket_type = function() {\n", | |
|
4076 | " if (typeof(WebSocket) !== 'undefined') {\n", | |
|
4077 | " return WebSocket;\n", | |
|
4078 | " } else if (typeof(MozWebSocket) !== 'undefined') {\n", | |
|
4079 | " return MozWebSocket;\n", | |
|
4080 | " } else {\n", | |
|
4081 | " alert('Your browser does not have WebSocket support.' +\n", | |
|
4082 | " 'Please try Chrome, Safari or Firefox β₯ 6. ' +\n", | |
|
4083 | " 'Firefox 4 and 5 are also supported but you ' +\n", | |
|
4084 | " 'have to enable WebSockets in about:config.');\n", | |
|
4085 | " };\n", | |
|
4086 | "}\n", | |
|
4087 | "\n", | |
|
4088 | "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", | |
|
4089 | " this.id = figure_id;\n", | |
|
4090 | "\n", | |
|
4091 | " this.ws = websocket;\n", | |
|
4092 | "\n", | |
|
4093 | " this.supports_binary = (this.ws.binaryType != undefined);\n", | |
|
4094 | "\n", | |
|
4095 | " if (!this.supports_binary) {\n", | |
|
4096 | " var warnings = document.getElementById(\"mpl-warnings\");\n", | |
|
4097 | " if (warnings) {\n", | |
|
4098 | " warnings.style.display = 'block';\n", | |
|
4099 | " warnings.textContent = (\n", | |
|
4100 | " \"This browser does not support binary websocket messages. \" +\n", | |
|
4101 | " \"Performance may be slow.\");\n", | |
|
4102 | " }\n", | |
|
4103 | " }\n", | |
|
4104 | "\n", | |
|
4105 | " this.imageObj = new Image();\n", | |
|
4106 | "\n", | |
|
4107 | " this.context = undefined;\n", | |
|
4108 | " this.message = undefined;\n", | |
|
4109 | " this.canvas = undefined;\n", | |
|
4110 | " this.rubberband_canvas = undefined;\n", | |
|
4111 | " this.rubberband_context = undefined;\n", | |
|
4112 | " this.format_dropdown = undefined;\n", | |
|
4113 | "\n", | |
|
4114 | " this.image_mode = 'full';\n", | |
|
4115 | "\n", | |
|
4116 | " this.root = $('<div/>');\n", | |
|
4117 | " this._root_extra_style(this.root)\n", | |
|
4118 | " this.root.attr('style', 'display: inline-block');\n", | |
|
4119 | "\n", | |
|
4120 | " $(parent_element).append(this.root);\n", | |
|
4121 | "\n", | |
|
4122 | " this._init_header(this);\n", | |
|
4123 | " this._init_canvas(this);\n", | |
|
4124 | " this._init_toolbar(this);\n", | |
|
4125 | "\n", | |
|
4126 | " var fig = this;\n", | |
|
4127 | "\n", | |
|
4128 | " this.waiting = false;\n", | |
|
4129 | "\n", | |
|
4130 | " this.ws.onopen = function () {\n", | |
|
4131 | " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", | |
|
4132 | " fig.send_message(\"send_image_mode\", {});\n", | |
|
4133 | " if (mpl.ratio != 1) {\n", | |
|
4134 | " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", | |
|
4135 | " }\n", | |
|
4136 | " fig.send_message(\"refresh\", {});\n", | |
|
4137 | " }\n", | |
|
4138 | "\n", | |
|
4139 | " this.imageObj.onload = function() {\n", | |
|
4140 | " if (fig.image_mode == 'full') {\n", | |
|
4141 | " // Full images could contain transparency (where diff images\n", | |
|
4142 | " // almost always do), so we need to clear the canvas so that\n", | |
|
4143 | " // there is no ghosting.\n", | |
|
4144 | " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
4145 | " }\n", | |
|
4146 | " fig.context.drawImage(fig.imageObj, 0, 0);\n", | |
|
4147 | " };\n", | |
|
4148 | "\n", | |
|
4149 | " this.imageObj.onunload = function() {\n", | |
|
4150 | " fig.ws.close();\n", | |
|
4151 | " }\n", | |
|
4152 | "\n", | |
|
4153 | " this.ws.onmessage = this._make_on_message_function(this);\n", | |
|
4154 | "\n", | |
|
4155 | " this.ondownload = ondownload;\n", | |
|
4156 | "}\n", | |
|
4157 | "\n", | |
|
4158 | "mpl.figure.prototype._init_header = function() {\n", | |
|
4159 | " var titlebar = $(\n", | |
|
4160 | " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n", | |
|
4161 | " 'ui-helper-clearfix\"/>');\n", | |
|
4162 | " var titletext = $(\n", | |
|
4163 | " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n", | |
|
4164 | " 'text-align: center; padding: 3px;\"/>');\n", | |
|
4165 | " titlebar.append(titletext)\n", | |
|
4166 | " this.root.append(titlebar);\n", | |
|
4167 | " this.header = titletext[0];\n", | |
|
4168 | "}\n", | |
|
4169 | "\n", | |
|
4170 | "\n", | |
|
4171 | "\n", | |
|
4172 | "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", | |
|
4173 | "\n", | |
|
4174 | "}\n", | |
|
4175 | "\n", | |
|
4176 | "\n", | |
|
4177 | "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", | |
|
4178 | "\n", | |
|
4179 | "}\n", | |
|
4180 | "\n", | |
|
4181 | "mpl.figure.prototype._init_canvas = function() {\n", | |
|
4182 | " var fig = this;\n", | |
|
4183 | "\n", | |
|
4184 | " var canvas_div = $('<div/>');\n", | |
|
4185 | "\n", | |
|
4186 | " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", | |
|
4187 | "\n", | |
|
4188 | " function canvas_keyboard_event(event) {\n", | |
|
4189 | " return fig.key_event(event, event['data']);\n", | |
|
4190 | " }\n", | |
|
4191 | "\n", | |
|
4192 | " canvas_div.keydown('key_press', canvas_keyboard_event);\n", | |
|
4193 | " canvas_div.keyup('key_release', canvas_keyboard_event);\n", | |
|
4194 | " this.canvas_div = canvas_div\n", | |
|
4195 | " this._canvas_extra_style(canvas_div)\n", | |
|
4196 | " this.root.append(canvas_div);\n", | |
|
4197 | "\n", | |
|
4198 | " var canvas = $('<canvas/>');\n", | |
|
4199 | " canvas.addClass('mpl-canvas');\n", | |
|
4200 | " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", | |
|
4201 | "\n", | |
|
4202 | " this.canvas = canvas[0];\n", | |
|
4203 | " this.context = canvas[0].getContext(\"2d\");\n", | |
|
4204 | "\n", | |
|
4205 | " var backingStore = this.context.backingStorePixelRatio ||\n", | |
|
4206 | "\tthis.context.webkitBackingStorePixelRatio ||\n", | |
|
4207 | "\tthis.context.mozBackingStorePixelRatio ||\n", | |
|
4208 | "\tthis.context.msBackingStorePixelRatio ||\n", | |
|
4209 | "\tthis.context.oBackingStorePixelRatio ||\n", | |
|
4210 | "\tthis.context.backingStorePixelRatio || 1;\n", | |
|
4211 | "\n", | |
|
4212 | " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", | |
|
4213 | "\n", | |
|
4214 | " var rubberband = $('<canvas/>');\n", | |
|
4215 | " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", | |
|
4216 | "\n", | |
|
4217 | " var pass_mouse_events = true;\n", | |
|
4218 | "\n", | |
|
4219 | " canvas_div.resizable({\n", | |
|
4220 | " start: function(event, ui) {\n", | |
|
4221 | " pass_mouse_events = false;\n", | |
|
4222 | " },\n", | |
|
4223 | " resize: function(event, ui) {\n", | |
|
4224 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
4225 | " },\n", | |
|
4226 | " stop: function(event, ui) {\n", | |
|
4227 | " pass_mouse_events = true;\n", | |
|
4228 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
4229 | " },\n", | |
|
4230 | " });\n", | |
|
4231 | "\n", | |
|
4232 | " function mouse_event_fn(event) {\n", | |
|
4233 | " if (pass_mouse_events)\n", | |
|
4234 | " return fig.mouse_event(event, event['data']);\n", | |
|
4235 | " }\n", | |
|
4236 | "\n", | |
|
4237 | " rubberband.mousedown('button_press', mouse_event_fn);\n", | |
|
4238 | " rubberband.mouseup('button_release', mouse_event_fn);\n", | |
|
4239 | " // Throttle sequential mouse events to 1 every 20ms.\n", | |
|
4240 | " rubberband.mousemove('motion_notify', mouse_event_fn);\n", | |
|
4241 | "\n", | |
|
4242 | " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", | |
|
4243 | " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", | |
|
4244 | "\n", | |
|
4245 | " canvas_div.on(\"wheel\", function (event) {\n", | |
|
4246 | " event = event.originalEvent;\n", | |
|
4247 | " event['data'] = 'scroll'\n", | |
|
4248 | " if (event.deltaY < 0) {\n", | |
|
4249 | " event.step = 1;\n", | |
|
4250 | " } else {\n", | |
|
4251 | " event.step = -1;\n", | |
|
4252 | " }\n", | |
|
4253 | " mouse_event_fn(event);\n", | |
|
4254 | " });\n", | |
|
4255 | "\n", | |
|
4256 | " canvas_div.append(canvas);\n", | |
|
4257 | " canvas_div.append(rubberband);\n", | |
|
4258 | "\n", | |
|
4259 | " this.rubberband = rubberband;\n", | |
|
4260 | " this.rubberband_canvas = rubberband[0];\n", | |
|
4261 | " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", | |
|
4262 | " this.rubberband_context.strokeStyle = \"#000000\";\n", | |
|
4263 | "\n", | |
|
4264 | " this._resize_canvas = function(width, height) {\n", | |
|
4265 | " // Keep the size of the canvas, canvas container, and rubber band\n", | |
|
4266 | " // canvas in synch.\n", | |
|
4267 | " canvas_div.css('width', width)\n", | |
|
4268 | " canvas_div.css('height', height)\n", | |
|
4269 | "\n", | |
|
4270 | " canvas.attr('width', width * mpl.ratio);\n", | |
|
4271 | " canvas.attr('height', height * mpl.ratio);\n", | |
|
4272 | " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", | |
|
4273 | "\n", | |
|
4274 | " rubberband.attr('width', width);\n", | |
|
4275 | " rubberband.attr('height', height);\n", | |
|
4276 | " }\n", | |
|
4277 | "\n", | |
|
4278 | " // Set the figure to an initial 600x600px, this will subsequently be updated\n", | |
|
4279 | " // upon first draw.\n", | |
|
4280 | " this._resize_canvas(600, 600);\n", | |
|
4281 | "\n", | |
|
4282 | " // Disable right mouse context menu.\n", | |
|
4283 | " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", | |
|
4284 | " return false;\n", | |
|
4285 | " });\n", | |
|
4286 | "\n", | |
|
4287 | " function set_focus () {\n", | |
|
4288 | " canvas.focus();\n", | |
|
4289 | " canvas_div.focus();\n", | |
|
4290 | " }\n", | |
|
4291 | "\n", | |
|
4292 | " window.setTimeout(set_focus, 100);\n", | |
|
4293 | "}\n", | |
|
4294 | "\n", | |
|
4295 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
4296 | " var fig = this;\n", | |
|
4297 | "\n", | |
|
4298 | " var nav_element = $('<div/>')\n", | |
|
4299 | " nav_element.attr('style', 'width: 100%');\n", | |
|
4300 | " this.root.append(nav_element);\n", | |
|
4301 | "\n", | |
|
4302 | " // Define a callback function for later on.\n", | |
|
4303 | " function toolbar_event(event) {\n", | |
|
4304 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
4305 | " }\n", | |
|
4306 | " function toolbar_mouse_event(event) {\n", | |
|
4307 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
4308 | " }\n", | |
|
4309 | "\n", | |
|
4310 | " for(var toolbar_ind in mpl.toolbar_items) {\n", | |
|
4311 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
4312 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
4313 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
4314 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
4315 | "\n", | |
|
4316 | " if (!name) {\n", | |
|
4317 | " // put a spacer in here.\n", | |
|
4318 | " continue;\n", | |
|
4319 | " }\n", | |
|
4320 | " var button = $('<button/>');\n", | |
|
4321 | " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n", | |
|
4322 | " 'ui-button-icon-only');\n", | |
|
4323 | " button.attr('role', 'button');\n", | |
|
4324 | " button.attr('aria-disabled', 'false');\n", | |
|
4325 | " button.click(method_name, toolbar_event);\n", | |
|
4326 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
4327 | "\n", | |
|
4328 | " var icon_img = $('<span/>');\n", | |
|
4329 | " icon_img.addClass('ui-button-icon-primary ui-icon');\n", | |
|
4330 | " icon_img.addClass(image);\n", | |
|
4331 | " icon_img.addClass('ui-corner-all');\n", | |
|
4332 | "\n", | |
|
4333 | " var tooltip_span = $('<span/>');\n", | |
|
4334 | " tooltip_span.addClass('ui-button-text');\n", | |
|
4335 | " tooltip_span.html(tooltip);\n", | |
|
4336 | "\n", | |
|
4337 | " button.append(icon_img);\n", | |
|
4338 | " button.append(tooltip_span);\n", | |
|
4339 | "\n", | |
|
4340 | " nav_element.append(button);\n", | |
|
4341 | " }\n", | |
|
4342 | "\n", | |
|
4343 | " var fmt_picker_span = $('<span/>');\n", | |
|
4344 | "\n", | |
|
4345 | " var fmt_picker = $('<select/>');\n", | |
|
4346 | " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n", | |
|
4347 | " fmt_picker_span.append(fmt_picker);\n", | |
|
4348 | " nav_element.append(fmt_picker_span);\n", | |
|
4349 | " this.format_dropdown = fmt_picker[0];\n", | |
|
4350 | "\n", | |
|
4351 | " for (var ind in mpl.extensions) {\n", | |
|
4352 | " var fmt = mpl.extensions[ind];\n", | |
|
4353 | " var option = $(\n", | |
|
4354 | " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n", | |
|
4355 | " fmt_picker.append(option)\n", | |
|
4356 | " }\n", | |
|
4357 | "\n", | |
|
4358 | " // Add hover states to the ui-buttons\n", | |
|
4359 | " $( \".ui-button\" ).hover(\n", | |
|
4360 | " function() { $(this).addClass(\"ui-state-hover\");},\n", | |
|
4361 | " function() { $(this).removeClass(\"ui-state-hover\");}\n", | |
|
4362 | " );\n", | |
|
4363 | "\n", | |
|
4364 | " var status_bar = $('<span class=\"mpl-message\"/>');\n", | |
|
4365 | " nav_element.append(status_bar);\n", | |
|
4366 | " this.message = status_bar[0];\n", | |
|
4367 | "}\n", | |
|
4368 | "\n", | |
|
4369 | "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n", | |
|
4370 | " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", | |
|
4371 | " // which will in turn request a refresh of the image.\n", | |
|
4372 | " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n", | |
|
4373 | "}\n", | |
|
4374 | "\n", | |
|
4375 | "mpl.figure.prototype.send_message = function(type, properties) {\n", | |
|
4376 | " properties['type'] = type;\n", | |
|
4377 | " properties['figure_id'] = this.id;\n", | |
|
4378 | " this.ws.send(JSON.stringify(properties));\n", | |
|
4379 | "}\n", | |
|
4380 | "\n", | |
|
4381 | "mpl.figure.prototype.send_draw_message = function() {\n", | |
|
4382 | " if (!this.waiting) {\n", | |
|
4383 | " this.waiting = true;\n", | |
|
4384 | " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n", | |
|
4385 | " }\n", | |
|
4386 | "}\n", | |
|
4387 | "\n", | |
|
4388 | "\n", | |
|
4389 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
4390 | " var format_dropdown = fig.format_dropdown;\n", | |
|
4391 | " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", | |
|
4392 | " fig.ondownload(fig, format);\n", | |
|
4393 | "}\n", | |
|
4394 | "\n", | |
|
4395 | "\n", | |
|
4396 | "mpl.figure.prototype.handle_resize = function(fig, msg) {\n", | |
|
4397 | " var size = msg['size'];\n", | |
|
4398 | " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n", | |
|
4399 | " fig._resize_canvas(size[0], size[1]);\n", | |
|
4400 | " fig.send_message(\"refresh\", {});\n", | |
|
4401 | " };\n", | |
|
4402 | "}\n", | |
|
4403 | "\n", | |
|
4404 | "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n", | |
|
4405 | " var x0 = msg['x0'] / mpl.ratio;\n", | |
|
4406 | " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n", | |
|
4407 | " var x1 = msg['x1'] / mpl.ratio;\n", | |
|
4408 | " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n", | |
|
4409 | " x0 = Math.floor(x0) + 0.5;\n", | |
|
4410 | " y0 = Math.floor(y0) + 0.5;\n", | |
|
4411 | " x1 = Math.floor(x1) + 0.5;\n", | |
|
4412 | " y1 = Math.floor(y1) + 0.5;\n", | |
|
4413 | " var min_x = Math.min(x0, x1);\n", | |
|
4414 | " var min_y = Math.min(y0, y1);\n", | |
|
4415 | " var width = Math.abs(x1 - x0);\n", | |
|
4416 | " var height = Math.abs(y1 - y0);\n", | |
|
4417 | "\n", | |
|
4418 | " fig.rubberband_context.clearRect(\n", | |
|
4419 | " 0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
4420 | "\n", | |
|
4421 | " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", | |
|
4422 | "}\n", | |
|
4423 | "\n", | |
|
4424 | "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n", | |
|
4425 | " // Updates the figure title.\n", | |
|
4426 | " fig.header.textContent = msg['label'];\n", | |
|
4427 | "}\n", | |
|
4428 | "\n", | |
|
4429 | "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n", | |
|
4430 | " var cursor = msg['cursor'];\n", | |
|
4431 | " switch(cursor)\n", | |
|
4432 | " {\n", | |
|
4433 | " case 0:\n", | |
|
4434 | " cursor = 'pointer';\n", | |
|
4435 | " break;\n", | |
|
4436 | " case 1:\n", | |
|
4437 | " cursor = 'default';\n", | |
|
4438 | " break;\n", | |
|
4439 | " case 2:\n", | |
|
4440 | " cursor = 'crosshair';\n", | |
|
4441 | " break;\n", | |
|
4442 | " case 3:\n", | |
|
4443 | " cursor = 'move';\n", | |
|
4444 | " break;\n", | |
|
4445 | " }\n", | |
|
4446 | " fig.rubberband_canvas.style.cursor = cursor;\n", | |
|
4447 | "}\n", | |
|
4448 | "\n", | |
|
4449 | "mpl.figure.prototype.handle_message = function(fig, msg) {\n", | |
|
4450 | " fig.message.textContent = msg['message'];\n", | |
|
4451 | "}\n", | |
|
4452 | "\n", | |
|
4453 | "mpl.figure.prototype.handle_draw = function(fig, msg) {\n", | |
|
4454 | " // Request the server to send over a new figure.\n", | |
|
4455 | " fig.send_draw_message();\n", | |
|
4456 | "}\n", | |
|
4457 | "\n", | |
|
4458 | "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n", | |
|
4459 | " fig.image_mode = msg['mode'];\n", | |
|
4460 | "}\n", | |
|
4461 | "\n", | |
|
4462 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
4463 | " // Called whenever the canvas gets updated.\n", | |
|
4464 | " this.send_message(\"ack\", {});\n", | |
|
4465 | "}\n", | |
|
4466 | "\n", | |
|
4467 | "// A function to construct a web socket function for onmessage handling.\n", | |
|
4468 | "// Called in the figure constructor.\n", | |
|
4469 | "mpl.figure.prototype._make_on_message_function = function(fig) {\n", | |
|
4470 | " return function socket_on_message(evt) {\n", | |
|
4471 | " if (evt.data instanceof Blob) {\n", | |
|
4472 | " /* FIXME: We get \"Resource interpreted as Image but\n", | |
|
4473 | " * transferred with MIME type text/plain:\" errors on\n", | |
|
4474 | " * Chrome. But how to set the MIME type? It doesn't seem\n", | |
|
4475 | " * to be part of the websocket stream */\n", | |
|
4476 | " evt.data.type = \"image/png\";\n", | |
|
4477 | "\n", | |
|
4478 | " /* Free the memory for the previous frames */\n", | |
|
4479 | " if (fig.imageObj.src) {\n", | |
|
4480 | " (window.URL || window.webkitURL).revokeObjectURL(\n", | |
|
4481 | " fig.imageObj.src);\n", | |
|
4482 | " }\n", | |
|
4483 | "\n", | |
|
4484 | " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", | |
|
4485 | " evt.data);\n", | |
|
4486 | " fig.updated_canvas_event();\n", | |
|
4487 | " fig.waiting = false;\n", | |
|
4488 | " return;\n", | |
|
4489 | " }\n", | |
|
4490 | " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n", | |
|
4491 | " fig.imageObj.src = evt.data;\n", | |
|
4492 | " fig.updated_canvas_event();\n", | |
|
4493 | " fig.waiting = false;\n", | |
|
4494 | " return;\n", | |
|
4495 | " }\n", | |
|
4496 | "\n", | |
|
4497 | " var msg = JSON.parse(evt.data);\n", | |
|
4498 | " var msg_type = msg['type'];\n", | |
|
4499 | "\n", | |
|
4500 | " // Call the \"handle_{type}\" callback, which takes\n", | |
|
4501 | " // the figure and JSON message as its only arguments.\n", | |
|
4502 | " try {\n", | |
|
4503 | " var callback = fig[\"handle_\" + msg_type];\n", | |
|
4504 | " } catch (e) {\n", | |
|
4505 | " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n", | |
|
4506 | " return;\n", | |
|
4507 | " }\n", | |
|
4508 | "\n", | |
|
4509 | " if (callback) {\n", | |
|
4510 | " try {\n", | |
|
4511 | " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", | |
|
4512 | " callback(fig, msg);\n", | |
|
4513 | " } catch (e) {\n", | |
|
4514 | " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n", | |
|
4515 | " }\n", | |
|
4516 | " }\n", | |
|
4517 | " };\n", | |
|
4518 | "}\n", | |
|
4519 | "\n", | |
|
4520 | "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", | |
|
4521 | "mpl.findpos = function(e) {\n", | |
|
4522 | " //this section is from http://www.quirksmode.org/js/events_properties.html\n", | |
|
4523 | " var targ;\n", | |
|
4524 | " if (!e)\n", | |
|
4525 | " e = window.event;\n", | |
|
4526 | " if (e.target)\n", | |
|
4527 | " targ = e.target;\n", | |
|
4528 | " else if (e.srcElement)\n", | |
|
4529 | " targ = e.srcElement;\n", | |
|
4530 | " if (targ.nodeType == 3) // defeat Safari bug\n", | |
|
4531 | " targ = targ.parentNode;\n", | |
|
4532 | "\n", | |
|
4533 | " // jQuery normalizes the pageX and pageY\n", | |
|
4534 | " // pageX,Y are the mouse positions relative to the document\n", | |
|
4535 | " // offset() returns the position of the element relative to the document\n", | |
|
4536 | " var x = e.pageX - $(targ).offset().left;\n", | |
|
4537 | " var y = e.pageY - $(targ).offset().top;\n", | |
|
4538 | "\n", | |
|
4539 | " return {\"x\": x, \"y\": y};\n", | |
|
4540 | "};\n", | |
|
4541 | "\n", | |
|
4542 | "/*\n", | |
|
4543 | " * return a copy of an object with only non-object keys\n", | |
|
4544 | " * we need this to avoid circular references\n", | |
|
4545 | " * http://stackoverflow.com/a/24161582/3208463\n", | |
|
4546 | " */\n", | |
|
4547 | "function simpleKeys (original) {\n", | |
|
4548 | " return Object.keys(original).reduce(function (obj, key) {\n", | |
|
4549 | " if (typeof original[key] !== 'object')\n", | |
|
4550 | " obj[key] = original[key]\n", | |
|
4551 | " return obj;\n", | |
|
4552 | " }, {});\n", | |
|
4553 | "}\n", | |
|
4554 | "\n", | |
|
4555 | "mpl.figure.prototype.mouse_event = function(event, name) {\n", | |
|
4556 | " var canvas_pos = mpl.findpos(event)\n", | |
|
4557 | "\n", | |
|
4558 | " if (name === 'button_press')\n", | |
|
4559 | " {\n", | |
|
4560 | " this.canvas.focus();\n", | |
|
4561 | " this.canvas_div.focus();\n", | |
|
4562 | " }\n", | |
|
4563 | "\n", | |
|
4564 | " var x = canvas_pos.x * mpl.ratio;\n", | |
|
4565 | " var y = canvas_pos.y * mpl.ratio;\n", | |
|
4566 | "\n", | |
|
4567 | " this.send_message(name, {x: x, y: y, button: event.button,\n", | |
|
4568 | " step: event.step,\n", | |
|
4569 | " guiEvent: simpleKeys(event)});\n", | |
|
4570 | "\n", | |
|
4571 | " /* This prevents the web browser from automatically changing to\n", | |
|
4572 | " * the text insertion cursor when the button is pressed. We want\n", | |
|
4573 | " * to control all of the cursor setting manually through the\n", | |
|
4574 | " * 'cursor' event from matplotlib */\n", | |
|
4575 | " event.preventDefault();\n", | |
|
4576 | " return false;\n", | |
|
4577 | "}\n", | |
|
4578 | "\n", | |
|
4579 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
4580 | " // Handle any extra behaviour associated with a key event\n", | |
|
4581 | "}\n", | |
|
4582 | "\n", | |
|
4583 | "mpl.figure.prototype.key_event = function(event, name) {\n", | |
|
4584 | "\n", | |
|
4585 | " // Prevent repeat events\n", | |
|
4586 | " if (name == 'key_press')\n", | |
|
4587 | " {\n", | |
|
4588 | " if (event.which === this._key)\n", | |
|
4589 | " return;\n", | |
|
4590 | " else\n", | |
|
4591 | " this._key = event.which;\n", | |
|
4592 | " }\n", | |
|
4593 | " if (name == 'key_release')\n", | |
|
4594 | " this._key = null;\n", | |
|
4595 | "\n", | |
|
4596 | " var value = '';\n", | |
|
4597 | " if (event.ctrlKey && event.which != 17)\n", | |
|
4598 | " value += \"ctrl+\";\n", | |
|
4599 | " if (event.altKey && event.which != 18)\n", | |
|
4600 | " value += \"alt+\";\n", | |
|
4601 | " if (event.shiftKey && event.which != 16)\n", | |
|
4602 | " value += \"shift+\";\n", | |
|
4603 | "\n", | |
|
4604 | " value += 'k';\n", | |
|
4605 | " value += event.which.toString();\n", | |
|
4606 | "\n", | |
|
4607 | " this._key_event_extra(event, name);\n", | |
|
4608 | "\n", | |
|
4609 | " this.send_message(name, {key: value,\n", | |
|
4610 | " guiEvent: simpleKeys(event)});\n", | |
|
4611 | " return false;\n", | |
|
4612 | "}\n", | |
|
4613 | "\n", | |
|
4614 | "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n", | |
|
4615 | " if (name == 'download') {\n", | |
|
4616 | " this.handle_save(this, null);\n", | |
|
4617 | " } else {\n", | |
|
4618 | " this.send_message(\"toolbar_button\", {name: name});\n", | |
|
4619 | " }\n", | |
|
4620 | "};\n", | |
|
4621 | "\n", | |
|
4622 | "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n", | |
|
4623 | " this.message.textContent = tooltip;\n", | |
|
4624 | "};\n", | |
|
4625 | "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", | |
|
4626 | "\n", | |
|
4627 | "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", | |
|
4628 | "\n", | |
|
4629 | "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", | |
|
4630 | " // Create a \"websocket\"-like object which calls the given IPython comm\n", | |
|
4631 | " // object with the appropriate methods. Currently this is a non binary\n", | |
|
4632 | " // socket, so there is still some room for performance tuning.\n", | |
|
4633 | " var ws = {};\n", | |
|
4634 | "\n", | |
|
4635 | " ws.close = function() {\n", | |
|
4636 | " comm.close()\n", | |
|
4637 | " };\n", | |
|
4638 | " ws.send = function(m) {\n", | |
|
4639 | " //console.log('sending', m);\n", | |
|
4640 | " comm.send(m);\n", | |
|
4641 | " };\n", | |
|
4642 | " // Register the callback with on_msg.\n", | |
|
4643 | " comm.on_msg(function(msg) {\n", | |
|
4644 | " //console.log('receiving', msg['content']['data'], msg);\n", | |
|
4645 | " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", | |
|
4646 | " ws.onmessage(msg['content']['data'])\n", | |
|
4647 | " });\n", | |
|
4648 | " return ws;\n", | |
|
4649 | "}\n", | |
|
4650 | "\n", | |
|
4651 | "mpl.mpl_figure_comm = function(comm, msg) {\n", | |
|
4652 | " // This is the function which gets called when the mpl process\n", | |
|
4653 | " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", | |
|
4654 | "\n", | |
|
4655 | " var id = msg.content.data.id;\n", | |
|
4656 | " // Get hold of the div created by the display call when the Comm\n", | |
|
4657 | " // socket was opened in Python.\n", | |
|
4658 | " var element = $(\"#\" + id);\n", | |
|
4659 | " var ws_proxy = comm_websocket_adapter(comm)\n", | |
|
4660 | "\n", | |
|
4661 | " function ondownload(figure, format) {\n", | |
|
4662 | " window.open(figure.imageObj.src);\n", | |
|
4663 | " }\n", | |
|
4664 | "\n", | |
|
4665 | " var fig = new mpl.figure(id, ws_proxy,\n", | |
|
4666 | " ondownload,\n", | |
|
4667 | " element.get(0));\n", | |
|
4668 | "\n", | |
|
4669 | " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", | |
|
4670 | " // web socket which is closed, not our websocket->open comm proxy.\n", | |
|
4671 | " ws_proxy.onopen();\n", | |
|
4672 | "\n", | |
|
4673 | " fig.parent_element = element.get(0);\n", | |
|
4674 | " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", | |
|
4675 | " if (!fig.cell_info) {\n", | |
|
4676 | " console.error(\"Failed to find cell for figure\", id, fig);\n", | |
|
4677 | " return;\n", | |
|
4678 | " }\n", | |
|
4679 | "\n", | |
|
4680 | " var output_index = fig.cell_info[2]\n", | |
|
4681 | " var cell = fig.cell_info[0];\n", | |
|
4682 | "\n", | |
|
4683 | "};\n", | |
|
4684 | "\n", | |
|
4685 | "mpl.figure.prototype.handle_close = function(fig, msg) {\n", | |
|
4686 | " var width = fig.canvas.width/mpl.ratio\n", | |
|
4687 | " fig.root.unbind('remove')\n", | |
|
4688 | "\n", | |
|
4689 | " // Update the output cell to use the data from the current canvas.\n", | |
|
4690 | " fig.push_to_output();\n", | |
|
4691 | " var dataURL = fig.canvas.toDataURL();\n", | |
|
4692 | " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", | |
|
4693 | " // the notebook keyboard shortcuts fail.\n", | |
|
4694 | " IPython.keyboard_manager.enable()\n", | |
|
4695 | " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n", | |
|
4696 | " fig.close_ws(fig, msg);\n", | |
|
4697 | "}\n", | |
|
4698 | "\n", | |
|
4699 | "mpl.figure.prototype.close_ws = function(fig, msg){\n", | |
|
4700 | " fig.send_message('closing', msg);\n", | |
|
4701 | " // fig.ws.close()\n", | |
|
4702 | "}\n", | |
|
4703 | "\n", | |
|
4704 | "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n", | |
|
4705 | " // Turn the data on the canvas into data in the output cell.\n", | |
|
4706 | " var width = this.canvas.width/mpl.ratio\n", | |
|
4707 | " var dataURL = this.canvas.toDataURL();\n", | |
|
4708 | " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", | |
|
4709 | "}\n", | |
|
4710 | "\n", | |
|
4711 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
4712 | " // Tell IPython that the notebook contents must change.\n", | |
|
4713 | " IPython.notebook.set_dirty(true);\n", | |
|
4714 | " this.send_message(\"ack\", {});\n", | |
|
4715 | " var fig = this;\n", | |
|
4716 | " // Wait a second, then push the new image to the DOM so\n", | |
|
4717 | " // that it is saved nicely (might be nice to debounce this).\n", | |
|
4718 | " setTimeout(function () { fig.push_to_output() }, 1000);\n", | |
|
4719 | "}\n", | |
|
4720 | "\n", | |
|
4721 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
4722 | " var fig = this;\n", | |
|
4723 | "\n", | |
|
4724 | " var nav_element = $('<div/>')\n", | |
|
4725 | " nav_element.attr('style', 'width: 100%');\n", | |
|
4726 | " this.root.append(nav_element);\n", | |
|
4727 | "\n", | |
|
4728 | " // Define a callback function for later on.\n", | |
|
4729 | " function toolbar_event(event) {\n", | |
|
4730 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
4731 | " }\n", | |
|
4732 | " function toolbar_mouse_event(event) {\n", | |
|
4733 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
4734 | " }\n", | |
|
4735 | "\n", | |
|
4736 | " for(var toolbar_ind in mpl.toolbar_items){\n", | |
|
4737 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
4738 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
4739 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
4740 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
4741 | "\n", | |
|
4742 | " if (!name) { continue; };\n", | |
|
4743 | "\n", | |
|
4744 | " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n", | |
|
4745 | " button.click(method_name, toolbar_event);\n", | |
|
4746 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
4747 | " nav_element.append(button);\n", | |
|
4748 | " }\n", | |
|
4749 | "\n", | |
|
4750 | " // Add the status bar.\n", | |
|
4751 | " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n", | |
|
4752 | " nav_element.append(status_bar);\n", | |
|
4753 | " this.message = status_bar[0];\n", | |
|
4754 | "\n", | |
|
4755 | " // Add the close button to the window.\n", | |
|
4756 | " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n", | |
|
4757 | " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n", | |
|
4758 | " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", | |
|
4759 | " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", | |
|
4760 | " buttongrp.append(button);\n", | |
|
4761 | " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", | |
|
4762 | " titlebar.prepend(buttongrp);\n", | |
|
4763 | "}\n", | |
|
4764 | "\n", | |
|
4765 | "mpl.figure.prototype._root_extra_style = function(el){\n", | |
|
4766 | " var fig = this\n", | |
|
4767 | " el.on(\"remove\", function(){\n", | |
|
4768 | "\tfig.close_ws(fig, {});\n", | |
|
4769 | " });\n", | |
|
4770 | "}\n", | |
|
4771 | "\n", | |
|
4772 | "mpl.figure.prototype._canvas_extra_style = function(el){\n", | |
|
4773 | " // this is important to make the div 'focusable\n", | |
|
4774 | " el.attr('tabindex', 0)\n", | |
|
4775 | " // reach out to IPython and tell the keyboard manager to turn it's self\n", | |
|
4776 | " // off when our div gets focus\n", | |
|
4777 | "\n", | |
|
4778 | " // location in version 3\n", | |
|
4779 | " if (IPython.notebook.keyboard_manager) {\n", | |
|
4780 | " IPython.notebook.keyboard_manager.register_events(el);\n", | |
|
4781 | " }\n", | |
|
4782 | " else {\n", | |
|
4783 | " // location in version 2\n", | |
|
4784 | " IPython.keyboard_manager.register_events(el);\n", | |
|
4785 | " }\n", | |
|
4786 | "\n", | |
|
4787 | "}\n", | |
|
4788 | "\n", | |
|
4789 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
4790 | " var manager = IPython.notebook.keyboard_manager;\n", | |
|
4791 | " if (!manager)\n", | |
|
4792 | " manager = IPython.keyboard_manager;\n", | |
|
4793 | "\n", | |
|
4794 | " // Check for shift+enter\n", | |
|
4795 | " if (event.shiftKey && event.which == 13) {\n", | |
|
4796 | " this.canvas_div.blur();\n", | |
|
4797 | " event.shiftKey = false;\n", | |
|
4798 | " // Send a \"J\" for go to next cell\n", | |
|
4799 | " event.which = 74;\n", | |
|
4800 | " event.keyCode = 74;\n", | |
|
4801 | " manager.command_mode();\n", | |
|
4802 | " manager.handle_keydown(event);\n", | |
|
4803 | " }\n", | |
|
4804 | "}\n", | |
|
4805 | "\n", | |
|
4806 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
4807 | " fig.ondownload(fig, null);\n", | |
|
4808 | "}\n", | |
|
4809 | "\n", | |
|
4810 | "\n", | |
|
4811 | "mpl.find_output_cell = function(html_output) {\n", | |
|
4812 | " // Return the cell and output element which can be found *uniquely* in the notebook.\n", | |
|
4813 | " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", | |
|
4814 | " // IPython event is triggered only after the cells have been serialised, which for\n", | |
|
4815 | " // our purposes (turning an active figure into a static one), is too late.\n", | |
|
4816 | " var cells = IPython.notebook.get_cells();\n", | |
|
4817 | " var ncells = cells.length;\n", | |
|
4818 | " for (var i=0; i<ncells; i++) {\n", | |
|
4819 | " var cell = cells[i];\n", | |
|
4820 | " if (cell.cell_type === 'code'){\n", | |
|
4821 | " for (var j=0; j<cell.output_area.outputs.length; j++) {\n", | |
|
4822 | " var data = cell.output_area.outputs[j];\n", | |
|
4823 | " if (data.data) {\n", | |
|
4824 | " // IPython >= 3 moved mimebundle to data attribute of output\n", | |
|
4825 | " data = data.data;\n", | |
|
4826 | " }\n", | |
|
4827 | " if (data['text/html'] == html_output) {\n", | |
|
4828 | " return [cell, data, j];\n", | |
|
4829 | " }\n", | |
|
4830 | " }\n", | |
|
4831 | " }\n", | |
|
4832 | " }\n", | |
|
4833 | "}\n", | |
|
4834 | "\n", | |
|
4835 | "// Register the function which deals with the matplotlib target/channel.\n", | |
|
4836 | "// The kernel may be null if the page has been refreshed.\n", | |
|
4837 | "if (IPython.notebook.kernel != null) {\n", | |
|
4838 | " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", | |
|
4839 | "}\n" | |
|
4840 | ], | |
|
4841 | "text/plain": [ | |
|
4842 | "<IPython.core.display.Javascript object>" | |
|
4843 | ] | |
|
4844 | }, | |
|
4845 | "metadata": {}, | |
|
4846 | "output_type": "display_data" | |
|
4847 | }, | |
|
4848 | { | |
|
4849 | "data": { | |
|
4850 | "text/html": [ | |
|
4851 | "<img 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width=\"900\">" | |
|
4852 | ], | |
|
4853 | "text/plain": [ | |
|
4854 | "<IPython.core.display.HTML object>" | |
|
4855 | ] | |
|
4856 | }, | |
|
4857 | "metadata": {}, | |
|
4858 | "output_type": "display_data" | |
|
4859 | }, | |
|
4860 | { | |
|
4861 | "data": { | |
|
4862 | "application/javascript": [ | |
|
4863 | "/* Put everything inside the global mpl namespace */\n", | |
|
4864 | "window.mpl = {};\n", | |
|
4865 | "\n", | |
|
4866 | "\n", | |
|
4867 | "mpl.get_websocket_type = function() {\n", | |
|
4868 | " if (typeof(WebSocket) !== 'undefined') {\n", | |
|
4869 | " return WebSocket;\n", | |
|
4870 | " } else if (typeof(MozWebSocket) !== 'undefined') {\n", | |
|
4871 | " return MozWebSocket;\n", | |
|
4872 | " } else {\n", | |
|
4873 | " alert('Your browser does not have WebSocket support.' +\n", | |
|
4874 | " 'Please try Chrome, Safari or Firefox β₯ 6. ' +\n", | |
|
4875 | " 'Firefox 4 and 5 are also supported but you ' +\n", | |
|
4876 | " 'have to enable WebSockets in about:config.');\n", | |
|
4877 | " };\n", | |
|
4878 | "}\n", | |
|
4879 | "\n", | |
|
4880 | "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", | |
|
4881 | " this.id = figure_id;\n", | |
|
4882 | "\n", | |
|
4883 | " this.ws = websocket;\n", | |
|
4884 | "\n", | |
|
4885 | " this.supports_binary = (this.ws.binaryType != undefined);\n", | |
|
4886 | "\n", | |
|
4887 | " if (!this.supports_binary) {\n", | |
|
4888 | " var warnings = document.getElementById(\"mpl-warnings\");\n", | |
|
4889 | " if (warnings) {\n", | |
|
4890 | " warnings.style.display = 'block';\n", | |
|
4891 | " warnings.textContent = (\n", | |
|
4892 | " \"This browser does not support binary websocket messages. \" +\n", | |
|
4893 | " \"Performance may be slow.\");\n", | |
|
4894 | " }\n", | |
|
4895 | " }\n", | |
|
4896 | "\n", | |
|
4897 | " this.imageObj = new Image();\n", | |
|
4898 | "\n", | |
|
4899 | " this.context = undefined;\n", | |
|
4900 | " this.message = undefined;\n", | |
|
4901 | " this.canvas = undefined;\n", | |
|
4902 | " this.rubberband_canvas = undefined;\n", | |
|
4903 | " this.rubberband_context = undefined;\n", | |
|
4904 | " this.format_dropdown = undefined;\n", | |
|
4905 | "\n", | |
|
4906 | " this.image_mode = 'full';\n", | |
|
4907 | "\n", | |
|
4908 | " this.root = $('<div/>');\n", | |
|
4909 | " this._root_extra_style(this.root)\n", | |
|
4910 | " this.root.attr('style', 'display: inline-block');\n", | |
|
4911 | "\n", | |
|
4912 | " $(parent_element).append(this.root);\n", | |
|
4913 | "\n", | |
|
4914 | " this._init_header(this);\n", | |
|
4915 | " this._init_canvas(this);\n", | |
|
4916 | " this._init_toolbar(this);\n", | |
|
4917 | "\n", | |
|
4918 | " var fig = this;\n", | |
|
4919 | "\n", | |
|
4920 | " this.waiting = false;\n", | |
|
4921 | "\n", | |
|
4922 | " this.ws.onopen = function () {\n", | |
|
4923 | " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", | |
|
4924 | " fig.send_message(\"send_image_mode\", {});\n", | |
|
4925 | " if (mpl.ratio != 1) {\n", | |
|
4926 | " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", | |
|
4927 | " }\n", | |
|
4928 | " fig.send_message(\"refresh\", {});\n", | |
|
4929 | " }\n", | |
|
4930 | "\n", | |
|
4931 | " this.imageObj.onload = function() {\n", | |
|
4932 | " if (fig.image_mode == 'full') {\n", | |
|
4933 | " // Full images could contain transparency (where diff images\n", | |
|
4934 | " // almost always do), so we need to clear the canvas so that\n", | |
|
4935 | " // there is no ghosting.\n", | |
|
4936 | " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
4937 | " }\n", | |
|
4938 | " fig.context.drawImage(fig.imageObj, 0, 0);\n", | |
|
4939 | " };\n", | |
|
4940 | "\n", | |
|
4941 | " this.imageObj.onunload = function() {\n", | |
|
4942 | " fig.ws.close();\n", | |
|
4943 | " }\n", | |
|
4944 | "\n", | |
|
4945 | " this.ws.onmessage = this._make_on_message_function(this);\n", | |
|
4946 | "\n", | |
|
4947 | " this.ondownload = ondownload;\n", | |
|
4948 | "}\n", | |
|
4949 | "\n", | |
|
4950 | "mpl.figure.prototype._init_header = function() {\n", | |
|
4951 | " var titlebar = $(\n", | |
|
4952 | " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n", | |
|
4953 | " 'ui-helper-clearfix\"/>');\n", | |
|
4954 | " var titletext = $(\n", | |
|
4955 | " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n", | |
|
4956 | " 'text-align: center; padding: 3px;\"/>');\n", | |
|
4957 | " titlebar.append(titletext)\n", | |
|
4958 | " this.root.append(titlebar);\n", | |
|
4959 | " this.header = titletext[0];\n", | |
|
4960 | "}\n", | |
|
4961 | "\n", | |
|
4962 | "\n", | |
|
4963 | "\n", | |
|
4964 | "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", | |
|
4965 | "\n", | |
|
4966 | "}\n", | |
|
4967 | "\n", | |
|
4968 | "\n", | |
|
4969 | "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", | |
|
4970 | "\n", | |
|
4971 | "}\n", | |
|
4972 | "\n", | |
|
4973 | "mpl.figure.prototype._init_canvas = function() {\n", | |
|
4974 | " var fig = this;\n", | |
|
4975 | "\n", | |
|
4976 | " var canvas_div = $('<div/>');\n", | |
|
4977 | "\n", | |
|
4978 | " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", | |
|
4979 | "\n", | |
|
4980 | " function canvas_keyboard_event(event) {\n", | |
|
4981 | " return fig.key_event(event, event['data']);\n", | |
|
4982 | " }\n", | |
|
4983 | "\n", | |
|
4984 | " canvas_div.keydown('key_press', canvas_keyboard_event);\n", | |
|
4985 | " canvas_div.keyup('key_release', canvas_keyboard_event);\n", | |
|
4986 | " this.canvas_div = canvas_div\n", | |
|
4987 | " this._canvas_extra_style(canvas_div)\n", | |
|
4988 | " this.root.append(canvas_div);\n", | |
|
4989 | "\n", | |
|
4990 | " var canvas = $('<canvas/>');\n", | |
|
4991 | " canvas.addClass('mpl-canvas');\n", | |
|
4992 | " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", | |
|
4993 | "\n", | |
|
4994 | " this.canvas = canvas[0];\n", | |
|
4995 | " this.context = canvas[0].getContext(\"2d\");\n", | |
|
4996 | "\n", | |
|
4997 | " var backingStore = this.context.backingStorePixelRatio ||\n", | |
|
4998 | "\tthis.context.webkitBackingStorePixelRatio ||\n", | |
|
4999 | "\tthis.context.mozBackingStorePixelRatio ||\n", | |
|
5000 | "\tthis.context.msBackingStorePixelRatio ||\n", | |
|
5001 | "\tthis.context.oBackingStorePixelRatio ||\n", | |
|
5002 | "\tthis.context.backingStorePixelRatio || 1;\n", | |
|
5003 | "\n", | |
|
5004 | " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", | |
|
5005 | "\n", | |
|
5006 | " var rubberband = $('<canvas/>');\n", | |
|
5007 | " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", | |
|
5008 | "\n", | |
|
5009 | " var pass_mouse_events = true;\n", | |
|
5010 | "\n", | |
|
5011 | " canvas_div.resizable({\n", | |
|
5012 | " start: function(event, ui) {\n", | |
|
5013 | " pass_mouse_events = false;\n", | |
|
5014 | " },\n", | |
|
5015 | " resize: function(event, ui) {\n", | |
|
5016 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
5017 | " },\n", | |
|
5018 | " stop: function(event, ui) {\n", | |
|
5019 | " pass_mouse_events = true;\n", | |
|
5020 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
5021 | " },\n", | |
|
5022 | " });\n", | |
|
5023 | "\n", | |
|
5024 | " function mouse_event_fn(event) {\n", | |
|
5025 | " if (pass_mouse_events)\n", | |
|
5026 | " return fig.mouse_event(event, event['data']);\n", | |
|
5027 | " }\n", | |
|
5028 | "\n", | |
|
5029 | " rubberband.mousedown('button_press', mouse_event_fn);\n", | |
|
5030 | " rubberband.mouseup('button_release', mouse_event_fn);\n", | |
|
5031 | " // Throttle sequential mouse events to 1 every 20ms.\n", | |
|
5032 | " rubberband.mousemove('motion_notify', mouse_event_fn);\n", | |
|
5033 | "\n", | |
|
5034 | " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", | |
|
5035 | " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", | |
|
5036 | "\n", | |
|
5037 | " canvas_div.on(\"wheel\", function (event) {\n", | |
|
5038 | " event = event.originalEvent;\n", | |
|
5039 | " event['data'] = 'scroll'\n", | |
|
5040 | " if (event.deltaY < 0) {\n", | |
|
5041 | " event.step = 1;\n", | |
|
5042 | " } else {\n", | |
|
5043 | " event.step = -1;\n", | |
|
5044 | " }\n", | |
|
5045 | " mouse_event_fn(event);\n", | |
|
5046 | " });\n", | |
|
5047 | "\n", | |
|
5048 | " canvas_div.append(canvas);\n", | |
|
5049 | " canvas_div.append(rubberband);\n", | |
|
5050 | "\n", | |
|
5051 | " this.rubberband = rubberband;\n", | |
|
5052 | " this.rubberband_canvas = rubberband[0];\n", | |
|
5053 | " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", | |
|
5054 | " this.rubberband_context.strokeStyle = \"#000000\";\n", | |
|
5055 | "\n", | |
|
5056 | " this._resize_canvas = function(width, height) {\n", | |
|
5057 | " // Keep the size of the canvas, canvas container, and rubber band\n", | |
|
5058 | " // canvas in synch.\n", | |
|
5059 | " canvas_div.css('width', width)\n", | |
|
5060 | " canvas_div.css('height', height)\n", | |
|
5061 | "\n", | |
|
5062 | " canvas.attr('width', width * mpl.ratio);\n", | |
|
5063 | " canvas.attr('height', height * mpl.ratio);\n", | |
|
5064 | " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", | |
|
5065 | "\n", | |
|
5066 | " rubberband.attr('width', width);\n", | |
|
5067 | " rubberband.attr('height', height);\n", | |
|
5068 | " }\n", | |
|
5069 | "\n", | |
|
5070 | " // Set the figure to an initial 600x600px, this will subsequently be updated\n", | |
|
5071 | " // upon first draw.\n", | |
|
5072 | " this._resize_canvas(600, 600);\n", | |
|
5073 | "\n", | |
|
5074 | " // Disable right mouse context menu.\n", | |
|
5075 | " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", | |
|
5076 | " return false;\n", | |
|
5077 | " });\n", | |
|
5078 | "\n", | |
|
5079 | " function set_focus () {\n", | |
|
5080 | " canvas.focus();\n", | |
|
5081 | " canvas_div.focus();\n", | |
|
5082 | " }\n", | |
|
5083 | "\n", | |
|
5084 | " window.setTimeout(set_focus, 100);\n", | |
|
5085 | "}\n", | |
|
5086 | "\n", | |
|
5087 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
5088 | " var fig = this;\n", | |
|
5089 | "\n", | |
|
5090 | " var nav_element = $('<div/>')\n", | |
|
5091 | " nav_element.attr('style', 'width: 100%');\n", | |
|
5092 | " this.root.append(nav_element);\n", | |
|
5093 | "\n", | |
|
5094 | " // Define a callback function for later on.\n", | |
|
5095 | " function toolbar_event(event) {\n", | |
|
5096 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
5097 | " }\n", | |
|
5098 | " function toolbar_mouse_event(event) {\n", | |
|
5099 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
5100 | " }\n", | |
|
5101 | "\n", | |
|
5102 | " for(var toolbar_ind in mpl.toolbar_items) {\n", | |
|
5103 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
5104 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
5105 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
5106 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
5107 | "\n", | |
|
5108 | " if (!name) {\n", | |
|
5109 | " // put a spacer in here.\n", | |
|
5110 | " continue;\n", | |
|
5111 | " }\n", | |
|
5112 | " var button = $('<button/>');\n", | |
|
5113 | " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n", | |
|
5114 | " 'ui-button-icon-only');\n", | |
|
5115 | " button.attr('role', 'button');\n", | |
|
5116 | " button.attr('aria-disabled', 'false');\n", | |
|
5117 | " button.click(method_name, toolbar_event);\n", | |
|
5118 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
5119 | "\n", | |
|
5120 | " var icon_img = $('<span/>');\n", | |
|
5121 | " icon_img.addClass('ui-button-icon-primary ui-icon');\n", | |
|
5122 | " icon_img.addClass(image);\n", | |
|
5123 | " icon_img.addClass('ui-corner-all');\n", | |
|
5124 | "\n", | |
|
5125 | " var tooltip_span = $('<span/>');\n", | |
|
5126 | " tooltip_span.addClass('ui-button-text');\n", | |
|
5127 | " tooltip_span.html(tooltip);\n", | |
|
5128 | "\n", | |
|
5129 | " button.append(icon_img);\n", | |
|
5130 | " button.append(tooltip_span);\n", | |
|
5131 | "\n", | |
|
5132 | " nav_element.append(button);\n", | |
|
5133 | " }\n", | |
|
5134 | "\n", | |
|
5135 | " var fmt_picker_span = $('<span/>');\n", | |
|
5136 | "\n", | |
|
5137 | " var fmt_picker = $('<select/>');\n", | |
|
5138 | " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n", | |
|
5139 | " fmt_picker_span.append(fmt_picker);\n", | |
|
5140 | " nav_element.append(fmt_picker_span);\n", | |
|
5141 | " this.format_dropdown = fmt_picker[0];\n", | |
|
5142 | "\n", | |
|
5143 | " for (var ind in mpl.extensions) {\n", | |
|
5144 | " var fmt = mpl.extensions[ind];\n", | |
|
5145 | " var option = $(\n", | |
|
5146 | " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n", | |
|
5147 | " fmt_picker.append(option)\n", | |
|
5148 | " }\n", | |
|
5149 | "\n", | |
|
5150 | " // Add hover states to the ui-buttons\n", | |
|
5151 | " $( \".ui-button\" ).hover(\n", | |
|
5152 | " function() { $(this).addClass(\"ui-state-hover\");},\n", | |
|
5153 | " function() { $(this).removeClass(\"ui-state-hover\");}\n", | |
|
5154 | " );\n", | |
|
5155 | "\n", | |
|
5156 | " var status_bar = $('<span class=\"mpl-message\"/>');\n", | |
|
5157 | " nav_element.append(status_bar);\n", | |
|
5158 | " this.message = status_bar[0];\n", | |
|
5159 | "}\n", | |
|
5160 | "\n", | |
|
5161 | "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n", | |
|
5162 | " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", | |
|
5163 | " // which will in turn request a refresh of the image.\n", | |
|
5164 | " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n", | |
|
5165 | "}\n", | |
|
5166 | "\n", | |
|
5167 | "mpl.figure.prototype.send_message = function(type, properties) {\n", | |
|
5168 | " properties['type'] = type;\n", | |
|
5169 | " properties['figure_id'] = this.id;\n", | |
|
5170 | " this.ws.send(JSON.stringify(properties));\n", | |
|
5171 | "}\n", | |
|
5172 | "\n", | |
|
5173 | "mpl.figure.prototype.send_draw_message = function() {\n", | |
|
5174 | " if (!this.waiting) {\n", | |
|
5175 | " this.waiting = true;\n", | |
|
5176 | " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n", | |
|
5177 | " }\n", | |
|
5178 | "}\n", | |
|
5179 | "\n", | |
|
5180 | "\n", | |
|
5181 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
5182 | " var format_dropdown = fig.format_dropdown;\n", | |
|
5183 | " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", | |
|
5184 | " fig.ondownload(fig, format);\n", | |
|
5185 | "}\n", | |
|
5186 | "\n", | |
|
5187 | "\n", | |
|
5188 | "mpl.figure.prototype.handle_resize = function(fig, msg) {\n", | |
|
5189 | " var size = msg['size'];\n", | |
|
5190 | " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n", | |
|
5191 | " fig._resize_canvas(size[0], size[1]);\n", | |
|
5192 | " fig.send_message(\"refresh\", {});\n", | |
|
5193 | " };\n", | |
|
5194 | "}\n", | |
|
5195 | "\n", | |
|
5196 | "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n", | |
|
5197 | " var x0 = msg['x0'] / mpl.ratio;\n", | |
|
5198 | " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n", | |
|
5199 | " var x1 = msg['x1'] / mpl.ratio;\n", | |
|
5200 | " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n", | |
|
5201 | " x0 = Math.floor(x0) + 0.5;\n", | |
|
5202 | " y0 = Math.floor(y0) + 0.5;\n", | |
|
5203 | " x1 = Math.floor(x1) + 0.5;\n", | |
|
5204 | " y1 = Math.floor(y1) + 0.5;\n", | |
|
5205 | " var min_x = Math.min(x0, x1);\n", | |
|
5206 | " var min_y = Math.min(y0, y1);\n", | |
|
5207 | " var width = Math.abs(x1 - x0);\n", | |
|
5208 | " var height = Math.abs(y1 - y0);\n", | |
|
5209 | "\n", | |
|
5210 | " fig.rubberband_context.clearRect(\n", | |
|
5211 | " 0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
5212 | "\n", | |
|
5213 | " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", | |
|
5214 | "}\n", | |
|
5215 | "\n", | |
|
5216 | "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n", | |
|
5217 | " // Updates the figure title.\n", | |
|
5218 | " fig.header.textContent = msg['label'];\n", | |
|
5219 | "}\n", | |
|
5220 | "\n", | |
|
5221 | "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n", | |
|
5222 | " var cursor = msg['cursor'];\n", | |
|
5223 | " switch(cursor)\n", | |
|
5224 | " {\n", | |
|
5225 | " case 0:\n", | |
|
5226 | " cursor = 'pointer';\n", | |
|
5227 | " break;\n", | |
|
5228 | " case 1:\n", | |
|
5229 | " cursor = 'default';\n", | |
|
5230 | " break;\n", | |
|
5231 | " case 2:\n", | |
|
5232 | " cursor = 'crosshair';\n", | |
|
5233 | " break;\n", | |
|
5234 | " case 3:\n", | |
|
5235 | " cursor = 'move';\n", | |
|
5236 | " break;\n", | |
|
5237 | " }\n", | |
|
5238 | " fig.rubberband_canvas.style.cursor = cursor;\n", | |
|
5239 | "}\n", | |
|
5240 | "\n", | |
|
5241 | "mpl.figure.prototype.handle_message = function(fig, msg) {\n", | |
|
5242 | " fig.message.textContent = msg['message'];\n", | |
|
5243 | "}\n", | |
|
5244 | "\n", | |
|
5245 | "mpl.figure.prototype.handle_draw = function(fig, msg) {\n", | |
|
5246 | " // Request the server to send over a new figure.\n", | |
|
5247 | " fig.send_draw_message();\n", | |
|
5248 | "}\n", | |
|
5249 | "\n", | |
|
5250 | "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n", | |
|
5251 | " fig.image_mode = msg['mode'];\n", | |
|
5252 | "}\n", | |
|
5253 | "\n", | |
|
5254 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
5255 | " // Called whenever the canvas gets updated.\n", | |
|
5256 | " this.send_message(\"ack\", {});\n", | |
|
5257 | "}\n", | |
|
5258 | "\n", | |
|
5259 | "// A function to construct a web socket function for onmessage handling.\n", | |
|
5260 | "// Called in the figure constructor.\n", | |
|
5261 | "mpl.figure.prototype._make_on_message_function = function(fig) {\n", | |
|
5262 | " return function socket_on_message(evt) {\n", | |
|
5263 | " if (evt.data instanceof Blob) {\n", | |
|
5264 | " /* FIXME: We get \"Resource interpreted as Image but\n", | |
|
5265 | " * transferred with MIME type text/plain:\" errors on\n", | |
|
5266 | " * Chrome. But how to set the MIME type? It doesn't seem\n", | |
|
5267 | " * to be part of the websocket stream */\n", | |
|
5268 | " evt.data.type = \"image/png\";\n", | |
|
5269 | "\n", | |
|
5270 | " /* Free the memory for the previous frames */\n", | |
|
5271 | " if (fig.imageObj.src) {\n", | |
|
5272 | " (window.URL || window.webkitURL).revokeObjectURL(\n", | |
|
5273 | " fig.imageObj.src);\n", | |
|
5274 | " }\n", | |
|
5275 | "\n", | |
|
5276 | " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", | |
|
5277 | " evt.data);\n", | |
|
5278 | " fig.updated_canvas_event();\n", | |
|
5279 | " fig.waiting = false;\n", | |
|
5280 | " return;\n", | |
|
5281 | " }\n", | |
|
5282 | " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n", | |
|
5283 | " fig.imageObj.src = evt.data;\n", | |
|
5284 | " fig.updated_canvas_event();\n", | |
|
5285 | " fig.waiting = false;\n", | |
|
5286 | " return;\n", | |
|
5287 | " }\n", | |
|
5288 | "\n", | |
|
5289 | " var msg = JSON.parse(evt.data);\n", | |
|
5290 | " var msg_type = msg['type'];\n", | |
|
5291 | "\n", | |
|
5292 | " // Call the \"handle_{type}\" callback, which takes\n", | |
|
5293 | " // the figure and JSON message as its only arguments.\n", | |
|
5294 | " try {\n", | |
|
5295 | " var callback = fig[\"handle_\" + msg_type];\n", | |
|
5296 | " } catch (e) {\n", | |
|
5297 | " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n", | |
|
5298 | " return;\n", | |
|
5299 | " }\n", | |
|
5300 | "\n", | |
|
5301 | " if (callback) {\n", | |
|
5302 | " try {\n", | |
|
5303 | " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", | |
|
5304 | " callback(fig, msg);\n", | |
|
5305 | " } catch (e) {\n", | |
|
5306 | " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n", | |
|
5307 | " }\n", | |
|
5308 | " }\n", | |
|
5309 | " };\n", | |
|
5310 | "}\n", | |
|
5311 | "\n", | |
|
5312 | "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", | |
|
5313 | "mpl.findpos = function(e) {\n", | |
|
5314 | " //this section is from http://www.quirksmode.org/js/events_properties.html\n", | |
|
5315 | " var targ;\n", | |
|
5316 | " if (!e)\n", | |
|
5317 | " e = window.event;\n", | |
|
5318 | " if (e.target)\n", | |
|
5319 | " targ = e.target;\n", | |
|
5320 | " else if (e.srcElement)\n", | |
|
5321 | " targ = e.srcElement;\n", | |
|
5322 | " if (targ.nodeType == 3) // defeat Safari bug\n", | |
|
5323 | " targ = targ.parentNode;\n", | |
|
5324 | "\n", | |
|
5325 | " // jQuery normalizes the pageX and pageY\n", | |
|
5326 | " // pageX,Y are the mouse positions relative to the document\n", | |
|
5327 | " // offset() returns the position of the element relative to the document\n", | |
|
5328 | " var x = e.pageX - $(targ).offset().left;\n", | |
|
5329 | " var y = e.pageY - $(targ).offset().top;\n", | |
|
5330 | "\n", | |
|
5331 | " return {\"x\": x, \"y\": y};\n", | |
|
5332 | "};\n", | |
|
5333 | "\n", | |
|
5334 | "/*\n", | |
|
5335 | " * return a copy of an object with only non-object keys\n", | |
|
5336 | " * we need this to avoid circular references\n", | |
|
5337 | " * http://stackoverflow.com/a/24161582/3208463\n", | |
|
5338 | " */\n", | |
|
5339 | "function simpleKeys (original) {\n", | |
|
5340 | " return Object.keys(original).reduce(function (obj, key) {\n", | |
|
5341 | " if (typeof original[key] !== 'object')\n", | |
|
5342 | " obj[key] = original[key]\n", | |
|
5343 | " return obj;\n", | |
|
5344 | " }, {});\n", | |
|
5345 | "}\n", | |
|
5346 | "\n", | |
|
5347 | "mpl.figure.prototype.mouse_event = function(event, name) {\n", | |
|
5348 | " var canvas_pos = mpl.findpos(event)\n", | |
|
5349 | "\n", | |
|
5350 | " if (name === 'button_press')\n", | |
|
5351 | " {\n", | |
|
5352 | " this.canvas.focus();\n", | |
|
5353 | " this.canvas_div.focus();\n", | |
|
5354 | " }\n", | |
|
5355 | "\n", | |
|
5356 | " var x = canvas_pos.x * mpl.ratio;\n", | |
|
5357 | " var y = canvas_pos.y * mpl.ratio;\n", | |
|
5358 | "\n", | |
|
5359 | " this.send_message(name, {x: x, y: y, button: event.button,\n", | |
|
5360 | " step: event.step,\n", | |
|
5361 | " guiEvent: simpleKeys(event)});\n", | |
|
5362 | "\n", | |
|
5363 | " /* This prevents the web browser from automatically changing to\n", | |
|
5364 | " * the text insertion cursor when the button is pressed. We want\n", | |
|
5365 | " * to control all of the cursor setting manually through the\n", | |
|
5366 | " * 'cursor' event from matplotlib */\n", | |
|
5367 | " event.preventDefault();\n", | |
|
5368 | " return false;\n", | |
|
5369 | "}\n", | |
|
5370 | "\n", | |
|
5371 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
5372 | " // Handle any extra behaviour associated with a key event\n", | |
|
5373 | "}\n", | |
|
5374 | "\n", | |
|
5375 | "mpl.figure.prototype.key_event = function(event, name) {\n", | |
|
5376 | "\n", | |
|
5377 | " // Prevent repeat events\n", | |
|
5378 | " if (name == 'key_press')\n", | |
|
5379 | " {\n", | |
|
5380 | " if (event.which === this._key)\n", | |
|
5381 | " return;\n", | |
|
5382 | " else\n", | |
|
5383 | " this._key = event.which;\n", | |
|
5384 | " }\n", | |
|
5385 | " if (name == 'key_release')\n", | |
|
5386 | " this._key = null;\n", | |
|
5387 | "\n", | |
|
5388 | " var value = '';\n", | |
|
5389 | " if (event.ctrlKey && event.which != 17)\n", | |
|
5390 | " value += \"ctrl+\";\n", | |
|
5391 | " if (event.altKey && event.which != 18)\n", | |
|
5392 | " value += \"alt+\";\n", | |
|
5393 | " if (event.shiftKey && event.which != 16)\n", | |
|
5394 | " value += \"shift+\";\n", | |
|
5395 | "\n", | |
|
5396 | " value += 'k';\n", | |
|
5397 | " value += event.which.toString();\n", | |
|
5398 | "\n", | |
|
5399 | " this._key_event_extra(event, name);\n", | |
|
5400 | "\n", | |
|
5401 | " this.send_message(name, {key: value,\n", | |
|
5402 | " guiEvent: simpleKeys(event)});\n", | |
|
5403 | " return false;\n", | |
|
5404 | "}\n", | |
|
5405 | "\n", | |
|
5406 | "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n", | |
|
5407 | " if (name == 'download') {\n", | |
|
5408 | " this.handle_save(this, null);\n", | |
|
5409 | " } else {\n", | |
|
5410 | " this.send_message(\"toolbar_button\", {name: name});\n", | |
|
5411 | " }\n", | |
|
5412 | "};\n", | |
|
5413 | "\n", | |
|
5414 | "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n", | |
|
5415 | " this.message.textContent = tooltip;\n", | |
|
5416 | "};\n", | |
|
5417 | "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", | |
|
5418 | "\n", | |
|
5419 | "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", | |
|
5420 | "\n", | |
|
5421 | "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", | |
|
5422 | " // Create a \"websocket\"-like object which calls the given IPython comm\n", | |
|
5423 | " // object with the appropriate methods. Currently this is a non binary\n", | |
|
5424 | " // socket, so there is still some room for performance tuning.\n", | |
|
5425 | " var ws = {};\n", | |
|
5426 | "\n", | |
|
5427 | " ws.close = function() {\n", | |
|
5428 | " comm.close()\n", | |
|
5429 | " };\n", | |
|
5430 | " ws.send = function(m) {\n", | |
|
5431 | " //console.log('sending', m);\n", | |
|
5432 | " comm.send(m);\n", | |
|
5433 | " };\n", | |
|
5434 | " // Register the callback with on_msg.\n", | |
|
5435 | " comm.on_msg(function(msg) {\n", | |
|
5436 | " //console.log('receiving', msg['content']['data'], msg);\n", | |
|
5437 | " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", | |
|
5438 | " ws.onmessage(msg['content']['data'])\n", | |
|
5439 | " });\n", | |
|
5440 | " return ws;\n", | |
|
5441 | "}\n", | |
|
5442 | "\n", | |
|
5443 | "mpl.mpl_figure_comm = function(comm, msg) {\n", | |
|
5444 | " // This is the function which gets called when the mpl process\n", | |
|
5445 | " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", | |
|
5446 | "\n", | |
|
5447 | " var id = msg.content.data.id;\n", | |
|
5448 | " // Get hold of the div created by the display call when the Comm\n", | |
|
5449 | " // socket was opened in Python.\n", | |
|
5450 | " var element = $(\"#\" + id);\n", | |
|
5451 | " var ws_proxy = comm_websocket_adapter(comm)\n", | |
|
5452 | "\n", | |
|
5453 | " function ondownload(figure, format) {\n", | |
|
5454 | " window.open(figure.imageObj.src);\n", | |
|
5455 | " }\n", | |
|
5456 | "\n", | |
|
5457 | " var fig = new mpl.figure(id, ws_proxy,\n", | |
|
5458 | " ondownload,\n", | |
|
5459 | " element.get(0));\n", | |
|
5460 | "\n", | |
|
5461 | " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", | |
|
5462 | " // web socket which is closed, not our websocket->open comm proxy.\n", | |
|
5463 | " ws_proxy.onopen();\n", | |
|
5464 | "\n", | |
|
5465 | " fig.parent_element = element.get(0);\n", | |
|
5466 | " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", | |
|
5467 | " if (!fig.cell_info) {\n", | |
|
5468 | " console.error(\"Failed to find cell for figure\", id, fig);\n", | |
|
5469 | " return;\n", | |
|
5470 | " }\n", | |
|
5471 | "\n", | |
|
5472 | " var output_index = fig.cell_info[2]\n", | |
|
5473 | " var cell = fig.cell_info[0];\n", | |
|
5474 | "\n", | |
|
5475 | "};\n", | |
|
5476 | "\n", | |
|
5477 | "mpl.figure.prototype.handle_close = function(fig, msg) {\n", | |
|
5478 | " var width = fig.canvas.width/mpl.ratio\n", | |
|
5479 | " fig.root.unbind('remove')\n", | |
|
5480 | "\n", | |
|
5481 | " // Update the output cell to use the data from the current canvas.\n", | |
|
5482 | " fig.push_to_output();\n", | |
|
5483 | " var dataURL = fig.canvas.toDataURL();\n", | |
|
5484 | " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", | |
|
5485 | " // the notebook keyboard shortcuts fail.\n", | |
|
5486 | " IPython.keyboard_manager.enable()\n", | |
|
5487 | " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n", | |
|
5488 | " fig.close_ws(fig, msg);\n", | |
|
5489 | "}\n", | |
|
5490 | "\n", | |
|
5491 | "mpl.figure.prototype.close_ws = function(fig, msg){\n", | |
|
5492 | " fig.send_message('closing', msg);\n", | |
|
5493 | " // fig.ws.close()\n", | |
|
5494 | "}\n", | |
|
5495 | "\n", | |
|
5496 | "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n", | |
|
5497 | " // Turn the data on the canvas into data in the output cell.\n", | |
|
5498 | " var width = this.canvas.width/mpl.ratio\n", | |
|
5499 | " var dataURL = this.canvas.toDataURL();\n", | |
|
5500 | " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", | |
|
5501 | "}\n", | |
|
5502 | "\n", | |
|
5503 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
5504 | " // Tell IPython that the notebook contents must change.\n", | |
|
5505 | " IPython.notebook.set_dirty(true);\n", | |
|
5506 | " this.send_message(\"ack\", {});\n", | |
|
5507 | " var fig = this;\n", | |
|
5508 | " // Wait a second, then push the new image to the DOM so\n", | |
|
5509 | " // that it is saved nicely (might be nice to debounce this).\n", | |
|
5510 | " setTimeout(function () { fig.push_to_output() }, 1000);\n", | |
|
5511 | "}\n", | |
|
5512 | "\n", | |
|
5513 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
5514 | " var fig = this;\n", | |
|
5515 | "\n", | |
|
5516 | " var nav_element = $('<div/>')\n", | |
|
5517 | " nav_element.attr('style', 'width: 100%');\n", | |
|
5518 | " this.root.append(nav_element);\n", | |
|
5519 | "\n", | |
|
5520 | " // Define a callback function for later on.\n", | |
|
5521 | " function toolbar_event(event) {\n", | |
|
5522 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
5523 | " }\n", | |
|
5524 | " function toolbar_mouse_event(event) {\n", | |
|
5525 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
5526 | " }\n", | |
|
5527 | "\n", | |
|
5528 | " for(var toolbar_ind in mpl.toolbar_items){\n", | |
|
5529 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
5530 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
5531 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
5532 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
5533 | "\n", | |
|
5534 | " if (!name) { continue; };\n", | |
|
5535 | "\n", | |
|
5536 | " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n", | |
|
5537 | " button.click(method_name, toolbar_event);\n", | |
|
5538 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
5539 | " nav_element.append(button);\n", | |
|
5540 | " }\n", | |
|
5541 | "\n", | |
|
5542 | " // Add the status bar.\n", | |
|
5543 | " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n", | |
|
5544 | " nav_element.append(status_bar);\n", | |
|
5545 | " this.message = status_bar[0];\n", | |
|
5546 | "\n", | |
|
5547 | " // Add the close button to the window.\n", | |
|
5548 | " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n", | |
|
5549 | " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n", | |
|
5550 | " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", | |
|
5551 | " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", | |
|
5552 | " buttongrp.append(button);\n", | |
|
5553 | " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", | |
|
5554 | " titlebar.prepend(buttongrp);\n", | |
|
5555 | "}\n", | |
|
5556 | "\n", | |
|
5557 | "mpl.figure.prototype._root_extra_style = function(el){\n", | |
|
5558 | " var fig = this\n", | |
|
5559 | " el.on(\"remove\", function(){\n", | |
|
5560 | "\tfig.close_ws(fig, {});\n", | |
|
5561 | " });\n", | |
|
5562 | "}\n", | |
|
5563 | "\n", | |
|
5564 | "mpl.figure.prototype._canvas_extra_style = function(el){\n", | |
|
5565 | " // this is important to make the div 'focusable\n", | |
|
5566 | " el.attr('tabindex', 0)\n", | |
|
5567 | " // reach out to IPython and tell the keyboard manager to turn it's self\n", | |
|
5568 | " // off when our div gets focus\n", | |
|
5569 | "\n", | |
|
5570 | " // location in version 3\n", | |
|
5571 | " if (IPython.notebook.keyboard_manager) {\n", | |
|
5572 | " IPython.notebook.keyboard_manager.register_events(el);\n", | |
|
5573 | " }\n", | |
|
5574 | " else {\n", | |
|
5575 | " // location in version 2\n", | |
|
5576 | " IPython.keyboard_manager.register_events(el);\n", | |
|
5577 | " }\n", | |
|
5578 | "\n", | |
|
5579 | "}\n", | |
|
5580 | "\n", | |
|
5581 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
5582 | " var manager = IPython.notebook.keyboard_manager;\n", | |
|
5583 | " if (!manager)\n", | |
|
5584 | " manager = IPython.keyboard_manager;\n", | |
|
5585 | "\n", | |
|
5586 | " // Check for shift+enter\n", | |
|
5587 | " if (event.shiftKey && event.which == 13) {\n", | |
|
5588 | " this.canvas_div.blur();\n", | |
|
5589 | " event.shiftKey = false;\n", | |
|
5590 | " // Send a \"J\" for go to next cell\n", | |
|
5591 | " event.which = 74;\n", | |
|
5592 | " event.keyCode = 74;\n", | |
|
5593 | " manager.command_mode();\n", | |
|
5594 | " manager.handle_keydown(event);\n", | |
|
5595 | " }\n", | |
|
5596 | "}\n", | |
|
5597 | "\n", | |
|
5598 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
5599 | " fig.ondownload(fig, null);\n", | |
|
5600 | "}\n", | |
|
5601 | "\n", | |
|
5602 | "\n", | |
|
5603 | "mpl.find_output_cell = function(html_output) {\n", | |
|
5604 | " // Return the cell and output element which can be found *uniquely* in the notebook.\n", | |
|
5605 | " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", | |
|
5606 | " // IPython event is triggered only after the cells have been serialised, which for\n", | |
|
5607 | " // our purposes (turning an active figure into a static one), is too late.\n", | |
|
5608 | " var cells = IPython.notebook.get_cells();\n", | |
|
5609 | " var ncells = cells.length;\n", | |
|
5610 | " for (var i=0; i<ncells; i++) {\n", | |
|
5611 | " var cell = cells[i];\n", | |
|
5612 | " if (cell.cell_type === 'code'){\n", | |
|
5613 | " for (var j=0; j<cell.output_area.outputs.length; j++) {\n", | |
|
5614 | " var data = cell.output_area.outputs[j];\n", | |
|
5615 | " if (data.data) {\n", | |
|
5616 | " // IPython >= 3 moved mimebundle to data attribute of output\n", | |
|
5617 | " data = data.data;\n", | |
|
5618 | " }\n", | |
|
5619 | " if (data['text/html'] == html_output) {\n", | |
|
5620 | " return [cell, data, j];\n", | |
|
5621 | " }\n", | |
|
5622 | " }\n", | |
|
5623 | " }\n", | |
|
5624 | " }\n", | |
|
5625 | "}\n", | |
|
5626 | "\n", | |
|
5627 | "// Register the function which deals with the matplotlib target/channel.\n", | |
|
5628 | "// The kernel may be null if the page has been refreshed.\n", | |
|
5629 | "if (IPython.notebook.kernel != null) {\n", | |
|
5630 | " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", | |
|
5631 | "}\n" | |
|
5632 | ], | |
|
5633 | "text/plain": [ | |
|
5634 | "<IPython.core.display.Javascript object>" | |
|
5635 | ] | |
|
5636 | }, | |
|
5637 | "metadata": {}, | |
|
5638 | "output_type": "display_data" | |
|
5639 | }, | |
|
5640 | { | |
|
5641 | "data": { | |
|
5642 | "text/html": [ | |
|
5643 | "<img 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5644 | ], | |
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5645 | "text/plain": [ | |
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5646 | "<IPython.core.display.HTML object>" | |
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5647 | ] | |
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5648 | }, | |
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5649 | "metadata": {}, | |
|
5650 | "output_type": "display_data" | |
|
5651 | }, | |
|
5652 | { | |
|
5653 | "data": { | |
|
5654 | "application/javascript": [ | |
|
5655 | "/* Put everything inside the global mpl namespace */\n", | |
|
5656 | "window.mpl = {};\n", | |
|
5657 | "\n", | |
|
5658 | "\n", | |
|
5659 | "mpl.get_websocket_type = function() {\n", | |
|
5660 | " if (typeof(WebSocket) !== 'undefined') {\n", | |
|
5661 | " return WebSocket;\n", | |
|
5662 | " } else if (typeof(MozWebSocket) !== 'undefined') {\n", | |
|
5663 | " return MozWebSocket;\n", | |
|
5664 | " } else {\n", | |
|
5665 | " alert('Your browser does not have WebSocket support.' +\n", | |
|
5666 | " 'Please try Chrome, Safari or Firefox β₯ 6. ' +\n", | |
|
5667 | " 'Firefox 4 and 5 are also supported but you ' +\n", | |
|
5668 | " 'have to enable WebSockets in about:config.');\n", | |
|
5669 | " };\n", | |
|
5670 | "}\n", | |
|
5671 | "\n", | |
|
5672 | "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", | |
|
5673 | " this.id = figure_id;\n", | |
|
5674 | "\n", | |
|
5675 | " this.ws = websocket;\n", | |
|
5676 | "\n", | |
|
5677 | " this.supports_binary = (this.ws.binaryType != undefined);\n", | |
|
5678 | "\n", | |
|
5679 | " if (!this.supports_binary) {\n", | |
|
5680 | " var warnings = document.getElementById(\"mpl-warnings\");\n", | |
|
5681 | " if (warnings) {\n", | |
|
5682 | " warnings.style.display = 'block';\n", | |
|
5683 | " warnings.textContent = (\n", | |
|
5684 | " \"This browser does not support binary websocket messages. \" +\n", | |
|
5685 | " \"Performance may be slow.\");\n", | |
|
5686 | " }\n", | |
|
5687 | " }\n", | |
|
5688 | "\n", | |
|
5689 | " this.imageObj = new Image();\n", | |
|
5690 | "\n", | |
|
5691 | " this.context = undefined;\n", | |
|
5692 | " this.message = undefined;\n", | |
|
5693 | " this.canvas = undefined;\n", | |
|
5694 | " this.rubberband_canvas = undefined;\n", | |
|
5695 | " this.rubberband_context = undefined;\n", | |
|
5696 | " this.format_dropdown = undefined;\n", | |
|
5697 | "\n", | |
|
5698 | " this.image_mode = 'full';\n", | |
|
5699 | "\n", | |
|
5700 | " this.root = $('<div/>');\n", | |
|
5701 | " this._root_extra_style(this.root)\n", | |
|
5702 | " this.root.attr('style', 'display: inline-block');\n", | |
|
5703 | "\n", | |
|
5704 | " $(parent_element).append(this.root);\n", | |
|
5705 | "\n", | |
|
5706 | " this._init_header(this);\n", | |
|
5707 | " this._init_canvas(this);\n", | |
|
5708 | " this._init_toolbar(this);\n", | |
|
5709 | "\n", | |
|
5710 | " var fig = this;\n", | |
|
5711 | "\n", | |
|
5712 | " this.waiting = false;\n", | |
|
5713 | "\n", | |
|
5714 | " this.ws.onopen = function () {\n", | |
|
5715 | " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", | |
|
5716 | " fig.send_message(\"send_image_mode\", {});\n", | |
|
5717 | " if (mpl.ratio != 1) {\n", | |
|
5718 | " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", | |
|
5719 | " }\n", | |
|
5720 | " fig.send_message(\"refresh\", {});\n", | |
|
5721 | " }\n", | |
|
5722 | "\n", | |
|
5723 | " this.imageObj.onload = function() {\n", | |
|
5724 | " if (fig.image_mode == 'full') {\n", | |
|
5725 | " // Full images could contain transparency (where diff images\n", | |
|
5726 | " // almost always do), so we need to clear the canvas so that\n", | |
|
5727 | " // there is no ghosting.\n", | |
|
5728 | " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
5729 | " }\n", | |
|
5730 | " fig.context.drawImage(fig.imageObj, 0, 0);\n", | |
|
5731 | " };\n", | |
|
5732 | "\n", | |
|
5733 | " this.imageObj.onunload = function() {\n", | |
|
5734 | " fig.ws.close();\n", | |
|
5735 | " }\n", | |
|
5736 | "\n", | |
|
5737 | " this.ws.onmessage = this._make_on_message_function(this);\n", | |
|
5738 | "\n", | |
|
5739 | " this.ondownload = ondownload;\n", | |
|
5740 | "}\n", | |
|
5741 | "\n", | |
|
5742 | "mpl.figure.prototype._init_header = function() {\n", | |
|
5743 | " var titlebar = $(\n", | |
|
5744 | " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n", | |
|
5745 | " 'ui-helper-clearfix\"/>');\n", | |
|
5746 | " var titletext = $(\n", | |
|
5747 | " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n", | |
|
5748 | " 'text-align: center; padding: 3px;\"/>');\n", | |
|
5749 | " titlebar.append(titletext)\n", | |
|
5750 | " this.root.append(titlebar);\n", | |
|
5751 | " this.header = titletext[0];\n", | |
|
5752 | "}\n", | |
|
5753 | "\n", | |
|
5754 | "\n", | |
|
5755 | "\n", | |
|
5756 | "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", | |
|
5757 | "\n", | |
|
5758 | "}\n", | |
|
5759 | "\n", | |
|
5760 | "\n", | |
|
5761 | "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", | |
|
5762 | "\n", | |
|
5763 | "}\n", | |
|
5764 | "\n", | |
|
5765 | "mpl.figure.prototype._init_canvas = function() {\n", | |
|
5766 | " var fig = this;\n", | |
|
5767 | "\n", | |
|
5768 | " var canvas_div = $('<div/>');\n", | |
|
5769 | "\n", | |
|
5770 | " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", | |
|
5771 | "\n", | |
|
5772 | " function canvas_keyboard_event(event) {\n", | |
|
5773 | " return fig.key_event(event, event['data']);\n", | |
|
5774 | " }\n", | |
|
5775 | "\n", | |
|
5776 | " canvas_div.keydown('key_press', canvas_keyboard_event);\n", | |
|
5777 | " canvas_div.keyup('key_release', canvas_keyboard_event);\n", | |
|
5778 | " this.canvas_div = canvas_div\n", | |
|
5779 | " this._canvas_extra_style(canvas_div)\n", | |
|
5780 | " this.root.append(canvas_div);\n", | |
|
5781 | "\n", | |
|
5782 | " var canvas = $('<canvas/>');\n", | |
|
5783 | " canvas.addClass('mpl-canvas');\n", | |
|
5784 | " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", | |
|
5785 | "\n", | |
|
5786 | " this.canvas = canvas[0];\n", | |
|
5787 | " this.context = canvas[0].getContext(\"2d\");\n", | |
|
5788 | "\n", | |
|
5789 | " var backingStore = this.context.backingStorePixelRatio ||\n", | |
|
5790 | "\tthis.context.webkitBackingStorePixelRatio ||\n", | |
|
5791 | "\tthis.context.mozBackingStorePixelRatio ||\n", | |
|
5792 | "\tthis.context.msBackingStorePixelRatio ||\n", | |
|
5793 | "\tthis.context.oBackingStorePixelRatio ||\n", | |
|
5794 | "\tthis.context.backingStorePixelRatio || 1;\n", | |
|
5795 | "\n", | |
|
5796 | " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", | |
|
5797 | "\n", | |
|
5798 | " var rubberband = $('<canvas/>');\n", | |
|
5799 | " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", | |
|
5800 | "\n", | |
|
5801 | " var pass_mouse_events = true;\n", | |
|
5802 | "\n", | |
|
5803 | " canvas_div.resizable({\n", | |
|
5804 | " start: function(event, ui) {\n", | |
|
5805 | " pass_mouse_events = false;\n", | |
|
5806 | " },\n", | |
|
5807 | " resize: function(event, ui) {\n", | |
|
5808 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
5809 | " },\n", | |
|
5810 | " stop: function(event, ui) {\n", | |
|
5811 | " pass_mouse_events = true;\n", | |
|
5812 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
5813 | " },\n", | |
|
5814 | " });\n", | |
|
5815 | "\n", | |
|
5816 | " function mouse_event_fn(event) {\n", | |
|
5817 | " if (pass_mouse_events)\n", | |
|
5818 | " return fig.mouse_event(event, event['data']);\n", | |
|
5819 | " }\n", | |
|
5820 | "\n", | |
|
5821 | " rubberband.mousedown('button_press', mouse_event_fn);\n", | |
|
5822 | " rubberband.mouseup('button_release', mouse_event_fn);\n", | |
|
5823 | " // Throttle sequential mouse events to 1 every 20ms.\n", | |
|
5824 | " rubberband.mousemove('motion_notify', mouse_event_fn);\n", | |
|
5825 | "\n", | |
|
5826 | " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", | |
|
5827 | " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", | |
|
5828 | "\n", | |
|
5829 | " canvas_div.on(\"wheel\", function (event) {\n", | |
|
5830 | " event = event.originalEvent;\n", | |
|
5831 | " event['data'] = 'scroll'\n", | |
|
5832 | " if (event.deltaY < 0) {\n", | |
|
5833 | " event.step = 1;\n", | |
|
5834 | " } else {\n", | |
|
5835 | " event.step = -1;\n", | |
|
5836 | " }\n", | |
|
5837 | " mouse_event_fn(event);\n", | |
|
5838 | " });\n", | |
|
5839 | "\n", | |
|
5840 | " canvas_div.append(canvas);\n", | |
|
5841 | " canvas_div.append(rubberband);\n", | |
|
5842 | "\n", | |
|
5843 | " this.rubberband = rubberband;\n", | |
|
5844 | " this.rubberband_canvas = rubberband[0];\n", | |
|
5845 | " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", | |
|
5846 | " this.rubberband_context.strokeStyle = \"#000000\";\n", | |
|
5847 | "\n", | |
|
5848 | " this._resize_canvas = function(width, height) {\n", | |
|
5849 | " // Keep the size of the canvas, canvas container, and rubber band\n", | |
|
5850 | " // canvas in synch.\n", | |
|
5851 | " canvas_div.css('width', width)\n", | |
|
5852 | " canvas_div.css('height', height)\n", | |
|
5853 | "\n", | |
|
5854 | " canvas.attr('width', width * mpl.ratio);\n", | |
|
5855 | " canvas.attr('height', height * mpl.ratio);\n", | |
|
5856 | " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", | |
|
5857 | "\n", | |
|
5858 | " rubberband.attr('width', width);\n", | |
|
5859 | " rubberband.attr('height', height);\n", | |
|
5860 | " }\n", | |
|
5861 | "\n", | |
|
5862 | " // Set the figure to an initial 600x600px, this will subsequently be updated\n", | |
|
5863 | " // upon first draw.\n", | |
|
5864 | " this._resize_canvas(600, 600);\n", | |
|
5865 | "\n", | |
|
5866 | " // Disable right mouse context menu.\n", | |
|
5867 | " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", | |
|
5868 | " return false;\n", | |
|
5869 | " });\n", | |
|
5870 | "\n", | |
|
5871 | " function set_focus () {\n", | |
|
5872 | " canvas.focus();\n", | |
|
5873 | " canvas_div.focus();\n", | |
|
5874 | " }\n", | |
|
5875 | "\n", | |
|
5876 | " window.setTimeout(set_focus, 100);\n", | |
|
5877 | "}\n", | |
|
5878 | "\n", | |
|
5879 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
5880 | " var fig = this;\n", | |
|
5881 | "\n", | |
|
5882 | " var nav_element = $('<div/>')\n", | |
|
5883 | " nav_element.attr('style', 'width: 100%');\n", | |
|
5884 | " this.root.append(nav_element);\n", | |
|
5885 | "\n", | |
|
5886 | " // Define a callback function for later on.\n", | |
|
5887 | " function toolbar_event(event) {\n", | |
|
5888 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
5889 | " }\n", | |
|
5890 | " function toolbar_mouse_event(event) {\n", | |
|
5891 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
5892 | " }\n", | |
|
5893 | "\n", | |
|
5894 | " for(var toolbar_ind in mpl.toolbar_items) {\n", | |
|
5895 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
5896 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
5897 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
5898 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
5899 | "\n", | |
|
5900 | " if (!name) {\n", | |
|
5901 | " // put a spacer in here.\n", | |
|
5902 | " continue;\n", | |
|
5903 | " }\n", | |
|
5904 | " var button = $('<button/>');\n", | |
|
5905 | " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n", | |
|
5906 | " 'ui-button-icon-only');\n", | |
|
5907 | " button.attr('role', 'button');\n", | |
|
5908 | " button.attr('aria-disabled', 'false');\n", | |
|
5909 | " button.click(method_name, toolbar_event);\n", | |
|
5910 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
5911 | "\n", | |
|
5912 | " var icon_img = $('<span/>');\n", | |
|
5913 | " icon_img.addClass('ui-button-icon-primary ui-icon');\n", | |
|
5914 | " icon_img.addClass(image);\n", | |
|
5915 | " icon_img.addClass('ui-corner-all');\n", | |
|
5916 | "\n", | |
|
5917 | " var tooltip_span = $('<span/>');\n", | |
|
5918 | " tooltip_span.addClass('ui-button-text');\n", | |
|
5919 | " tooltip_span.html(tooltip);\n", | |
|
5920 | "\n", | |
|
5921 | " button.append(icon_img);\n", | |
|
5922 | " button.append(tooltip_span);\n", | |
|
5923 | "\n", | |
|
5924 | " nav_element.append(button);\n", | |
|
5925 | " }\n", | |
|
5926 | "\n", | |
|
5927 | " var fmt_picker_span = $('<span/>');\n", | |
|
5928 | "\n", | |
|
5929 | " var fmt_picker = $('<select/>');\n", | |
|
5930 | " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n", | |
|
5931 | " fmt_picker_span.append(fmt_picker);\n", | |
|
5932 | " nav_element.append(fmt_picker_span);\n", | |
|
5933 | " this.format_dropdown = fmt_picker[0];\n", | |
|
5934 | "\n", | |
|
5935 | " for (var ind in mpl.extensions) {\n", | |
|
5936 | " var fmt = mpl.extensions[ind];\n", | |
|
5937 | " var option = $(\n", | |
|
5938 | " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n", | |
|
5939 | " fmt_picker.append(option)\n", | |
|
5940 | " }\n", | |
|
5941 | "\n", | |
|
5942 | " // Add hover states to the ui-buttons\n", | |
|
5943 | " $( \".ui-button\" ).hover(\n", | |
|
5944 | " function() { $(this).addClass(\"ui-state-hover\");},\n", | |
|
5945 | " function() { $(this).removeClass(\"ui-state-hover\");}\n", | |
|
5946 | " );\n", | |
|
5947 | "\n", | |
|
5948 | " var status_bar = $('<span class=\"mpl-message\"/>');\n", | |
|
5949 | " nav_element.append(status_bar);\n", | |
|
5950 | " this.message = status_bar[0];\n", | |
|
5951 | "}\n", | |
|
5952 | "\n", | |
|
5953 | "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n", | |
|
5954 | " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", | |
|
5955 | " // which will in turn request a refresh of the image.\n", | |
|
5956 | " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n", | |
|
5957 | "}\n", | |
|
5958 | "\n", | |
|
5959 | "mpl.figure.prototype.send_message = function(type, properties) {\n", | |
|
5960 | " properties['type'] = type;\n", | |
|
5961 | " properties['figure_id'] = this.id;\n", | |
|
5962 | " this.ws.send(JSON.stringify(properties));\n", | |
|
5963 | "}\n", | |
|
5964 | "\n", | |
|
5965 | "mpl.figure.prototype.send_draw_message = function() {\n", | |
|
5966 | " if (!this.waiting) {\n", | |
|
5967 | " this.waiting = true;\n", | |
|
5968 | " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n", | |
|
5969 | " }\n", | |
|
5970 | "}\n", | |
|
5971 | "\n", | |
|
5972 | "\n", | |
|
5973 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
5974 | " var format_dropdown = fig.format_dropdown;\n", | |
|
5975 | " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", | |
|
5976 | " fig.ondownload(fig, format);\n", | |
|
5977 | "}\n", | |
|
5978 | "\n", | |
|
5979 | "\n", | |
|
5980 | "mpl.figure.prototype.handle_resize = function(fig, msg) {\n", | |
|
5981 | " var size = msg['size'];\n", | |
|
5982 | " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n", | |
|
5983 | " fig._resize_canvas(size[0], size[1]);\n", | |
|
5984 | " fig.send_message(\"refresh\", {});\n", | |
|
5985 | " };\n", | |
|
5986 | "}\n", | |
|
5987 | "\n", | |
|
5988 | "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n", | |
|
5989 | " var x0 = msg['x0'] / mpl.ratio;\n", | |
|
5990 | " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n", | |
|
5991 | " var x1 = msg['x1'] / mpl.ratio;\n", | |
|
5992 | " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n", | |
|
5993 | " x0 = Math.floor(x0) + 0.5;\n", | |
|
5994 | " y0 = Math.floor(y0) + 0.5;\n", | |
|
5995 | " x1 = Math.floor(x1) + 0.5;\n", | |
|
5996 | " y1 = Math.floor(y1) + 0.5;\n", | |
|
5997 | " var min_x = Math.min(x0, x1);\n", | |
|
5998 | " var min_y = Math.min(y0, y1);\n", | |
|
5999 | " var width = Math.abs(x1 - x0);\n", | |
|
6000 | " var height = Math.abs(y1 - y0);\n", | |
|
6001 | "\n", | |
|
6002 | " fig.rubberband_context.clearRect(\n", | |
|
6003 | " 0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
6004 | "\n", | |
|
6005 | " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", | |
|
6006 | "}\n", | |
|
6007 | "\n", | |
|
6008 | "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n", | |
|
6009 | " // Updates the figure title.\n", | |
|
6010 | " fig.header.textContent = msg['label'];\n", | |
|
6011 | "}\n", | |
|
6012 | "\n", | |
|
6013 | "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n", | |
|
6014 | " var cursor = msg['cursor'];\n", | |
|
6015 | " switch(cursor)\n", | |
|
6016 | " {\n", | |
|
6017 | " case 0:\n", | |
|
6018 | " cursor = 'pointer';\n", | |
|
6019 | " break;\n", | |
|
6020 | " case 1:\n", | |
|
6021 | " cursor = 'default';\n", | |
|
6022 | " break;\n", | |
|
6023 | " case 2:\n", | |
|
6024 | " cursor = 'crosshair';\n", | |
|
6025 | " break;\n", | |
|
6026 | " case 3:\n", | |
|
6027 | " cursor = 'move';\n", | |
|
6028 | " break;\n", | |
|
6029 | " }\n", | |
|
6030 | " fig.rubberband_canvas.style.cursor = cursor;\n", | |
|
6031 | "}\n", | |
|
6032 | "\n", | |
|
6033 | "mpl.figure.prototype.handle_message = function(fig, msg) {\n", | |
|
6034 | " fig.message.textContent = msg['message'];\n", | |
|
6035 | "}\n", | |
|
6036 | "\n", | |
|
6037 | "mpl.figure.prototype.handle_draw = function(fig, msg) {\n", | |
|
6038 | " // Request the server to send over a new figure.\n", | |
|
6039 | " fig.send_draw_message();\n", | |
|
6040 | "}\n", | |
|
6041 | "\n", | |
|
6042 | "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n", | |
|
6043 | " fig.image_mode = msg['mode'];\n", | |
|
6044 | "}\n", | |
|
6045 | "\n", | |
|
6046 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
6047 | " // Called whenever the canvas gets updated.\n", | |
|
6048 | " this.send_message(\"ack\", {});\n", | |
|
6049 | "}\n", | |
|
6050 | "\n", | |
|
6051 | "// A function to construct a web socket function for onmessage handling.\n", | |
|
6052 | "// Called in the figure constructor.\n", | |
|
6053 | "mpl.figure.prototype._make_on_message_function = function(fig) {\n", | |
|
6054 | " return function socket_on_message(evt) {\n", | |
|
6055 | " if (evt.data instanceof Blob) {\n", | |
|
6056 | " /* FIXME: We get \"Resource interpreted as Image but\n", | |
|
6057 | " * transferred with MIME type text/plain:\" errors on\n", | |
|
6058 | " * Chrome. But how to set the MIME type? It doesn't seem\n", | |
|
6059 | " * to be part of the websocket stream */\n", | |
|
6060 | " evt.data.type = \"image/png\";\n", | |
|
6061 | "\n", | |
|
6062 | " /* Free the memory for the previous frames */\n", | |
|
6063 | " if (fig.imageObj.src) {\n", | |
|
6064 | " (window.URL || window.webkitURL).revokeObjectURL(\n", | |
|
6065 | " fig.imageObj.src);\n", | |
|
6066 | " }\n", | |
|
6067 | "\n", | |
|
6068 | " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", | |
|
6069 | " evt.data);\n", | |
|
6070 | " fig.updated_canvas_event();\n", | |
|
6071 | " fig.waiting = false;\n", | |
|
6072 | " return;\n", | |
|
6073 | " }\n", | |
|
6074 | " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n", | |
|
6075 | " fig.imageObj.src = evt.data;\n", | |
|
6076 | " fig.updated_canvas_event();\n", | |
|
6077 | " fig.waiting = false;\n", | |
|
6078 | " return;\n", | |
|
6079 | " }\n", | |
|
6080 | "\n", | |
|
6081 | " var msg = JSON.parse(evt.data);\n", | |
|
6082 | " var msg_type = msg['type'];\n", | |
|
6083 | "\n", | |
|
6084 | " // Call the \"handle_{type}\" callback, which takes\n", | |
|
6085 | " // the figure and JSON message as its only arguments.\n", | |
|
6086 | " try {\n", | |
|
6087 | " var callback = fig[\"handle_\" + msg_type];\n", | |
|
6088 | " } catch (e) {\n", | |
|
6089 | " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n", | |
|
6090 | " return;\n", | |
|
6091 | " }\n", | |
|
6092 | "\n", | |
|
6093 | " if (callback) {\n", | |
|
6094 | " try {\n", | |
|
6095 | " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", | |
|
6096 | " callback(fig, msg);\n", | |
|
6097 | " } catch (e) {\n", | |
|
6098 | " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n", | |
|
6099 | " }\n", | |
|
6100 | " }\n", | |
|
6101 | " };\n", | |
|
6102 | "}\n", | |
|
6103 | "\n", | |
|
6104 | "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", | |
|
6105 | "mpl.findpos = function(e) {\n", | |
|
6106 | " //this section is from http://www.quirksmode.org/js/events_properties.html\n", | |
|
6107 | " var targ;\n", | |
|
6108 | " if (!e)\n", | |
|
6109 | " e = window.event;\n", | |
|
6110 | " if (e.target)\n", | |
|
6111 | " targ = e.target;\n", | |
|
6112 | " else if (e.srcElement)\n", | |
|
6113 | " targ = e.srcElement;\n", | |
|
6114 | " if (targ.nodeType == 3) // defeat Safari bug\n", | |
|
6115 | " targ = targ.parentNode;\n", | |
|
6116 | "\n", | |
|
6117 | " // jQuery normalizes the pageX and pageY\n", | |
|
6118 | " // pageX,Y are the mouse positions relative to the document\n", | |
|
6119 | " // offset() returns the position of the element relative to the document\n", | |
|
6120 | " var x = e.pageX - $(targ).offset().left;\n", | |
|
6121 | " var y = e.pageY - $(targ).offset().top;\n", | |
|
6122 | "\n", | |
|
6123 | " return {\"x\": x, \"y\": y};\n", | |
|
6124 | "};\n", | |
|
6125 | "\n", | |
|
6126 | "/*\n", | |
|
6127 | " * return a copy of an object with only non-object keys\n", | |
|
6128 | " * we need this to avoid circular references\n", | |
|
6129 | " * http://stackoverflow.com/a/24161582/3208463\n", | |
|
6130 | " */\n", | |
|
6131 | "function simpleKeys (original) {\n", | |
|
6132 | " return Object.keys(original).reduce(function (obj, key) {\n", | |
|
6133 | " if (typeof original[key] !== 'object')\n", | |
|
6134 | " obj[key] = original[key]\n", | |
|
6135 | " return obj;\n", | |
|
6136 | " }, {});\n", | |
|
6137 | "}\n", | |
|
6138 | "\n", | |
|
6139 | "mpl.figure.prototype.mouse_event = function(event, name) {\n", | |
|
6140 | " var canvas_pos = mpl.findpos(event)\n", | |
|
6141 | "\n", | |
|
6142 | " if (name === 'button_press')\n", | |
|
6143 | " {\n", | |
|
6144 | " this.canvas.focus();\n", | |
|
6145 | " this.canvas_div.focus();\n", | |
|
6146 | " }\n", | |
|
6147 | "\n", | |
|
6148 | " var x = canvas_pos.x * mpl.ratio;\n", | |
|
6149 | " var y = canvas_pos.y * mpl.ratio;\n", | |
|
6150 | "\n", | |
|
6151 | " this.send_message(name, {x: x, y: y, button: event.button,\n", | |
|
6152 | " step: event.step,\n", | |
|
6153 | " guiEvent: simpleKeys(event)});\n", | |
|
6154 | "\n", | |
|
6155 | " /* This prevents the web browser from automatically changing to\n", | |
|
6156 | " * the text insertion cursor when the button is pressed. We want\n", | |
|
6157 | " * to control all of the cursor setting manually through the\n", | |
|
6158 | " * 'cursor' event from matplotlib */\n", | |
|
6159 | " event.preventDefault();\n", | |
|
6160 | " return false;\n", | |
|
6161 | "}\n", | |
|
6162 | "\n", | |
|
6163 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
6164 | " // Handle any extra behaviour associated with a key event\n", | |
|
6165 | "}\n", | |
|
6166 | "\n", | |
|
6167 | "mpl.figure.prototype.key_event = function(event, name) {\n", | |
|
6168 | "\n", | |
|
6169 | " // Prevent repeat events\n", | |
|
6170 | " if (name == 'key_press')\n", | |
|
6171 | " {\n", | |
|
6172 | " if (event.which === this._key)\n", | |
|
6173 | " return;\n", | |
|
6174 | " else\n", | |
|
6175 | " this._key = event.which;\n", | |
|
6176 | " }\n", | |
|
6177 | " if (name == 'key_release')\n", | |
|
6178 | " this._key = null;\n", | |
|
6179 | "\n", | |
|
6180 | " var value = '';\n", | |
|
6181 | " if (event.ctrlKey && event.which != 17)\n", | |
|
6182 | " value += \"ctrl+\";\n", | |
|
6183 | " if (event.altKey && event.which != 18)\n", | |
|
6184 | " value += \"alt+\";\n", | |
|
6185 | " if (event.shiftKey && event.which != 16)\n", | |
|
6186 | " value += \"shift+\";\n", | |
|
6187 | "\n", | |
|
6188 | " value += 'k';\n", | |
|
6189 | " value += event.which.toString();\n", | |
|
6190 | "\n", | |
|
6191 | " this._key_event_extra(event, name);\n", | |
|
6192 | "\n", | |
|
6193 | " this.send_message(name, {key: value,\n", | |
|
6194 | " guiEvent: simpleKeys(event)});\n", | |
|
6195 | " return false;\n", | |
|
6196 | "}\n", | |
|
6197 | "\n", | |
|
6198 | "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n", | |
|
6199 | " if (name == 'download') {\n", | |
|
6200 | " this.handle_save(this, null);\n", | |
|
6201 | " } else {\n", | |
|
6202 | " this.send_message(\"toolbar_button\", {name: name});\n", | |
|
6203 | " }\n", | |
|
6204 | "};\n", | |
|
6205 | "\n", | |
|
6206 | "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n", | |
|
6207 | " this.message.textContent = tooltip;\n", | |
|
6208 | "};\n", | |
|
6209 | "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", | |
|
6210 | "\n", | |
|
6211 | "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", | |
|
6212 | "\n", | |
|
6213 | "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", | |
|
6214 | " // Create a \"websocket\"-like object which calls the given IPython comm\n", | |
|
6215 | " // object with the appropriate methods. Currently this is a non binary\n", | |
|
6216 | " // socket, so there is still some room for performance tuning.\n", | |
|
6217 | " var ws = {};\n", | |
|
6218 | "\n", | |
|
6219 | " ws.close = function() {\n", | |
|
6220 | " comm.close()\n", | |
|
6221 | " };\n", | |
|
6222 | " ws.send = function(m) {\n", | |
|
6223 | " //console.log('sending', m);\n", | |
|
6224 | " comm.send(m);\n", | |
|
6225 | " };\n", | |
|
6226 | " // Register the callback with on_msg.\n", | |
|
6227 | " comm.on_msg(function(msg) {\n", | |
|
6228 | " //console.log('receiving', msg['content']['data'], msg);\n", | |
|
6229 | " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", | |
|
6230 | " ws.onmessage(msg['content']['data'])\n", | |
|
6231 | " });\n", | |
|
6232 | " return ws;\n", | |
|
6233 | "}\n", | |
|
6234 | "\n", | |
|
6235 | "mpl.mpl_figure_comm = function(comm, msg) {\n", | |
|
6236 | " // This is the function which gets called when the mpl process\n", | |
|
6237 | " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", | |
|
6238 | "\n", | |
|
6239 | " var id = msg.content.data.id;\n", | |
|
6240 | " // Get hold of the div created by the display call when the Comm\n", | |
|
6241 | " // socket was opened in Python.\n", | |
|
6242 | " var element = $(\"#\" + id);\n", | |
|
6243 | " var ws_proxy = comm_websocket_adapter(comm)\n", | |
|
6244 | "\n", | |
|
6245 | " function ondownload(figure, format) {\n", | |
|
6246 | " window.open(figure.imageObj.src);\n", | |
|
6247 | " }\n", | |
|
6248 | "\n", | |
|
6249 | " var fig = new mpl.figure(id, ws_proxy,\n", | |
|
6250 | " ondownload,\n", | |
|
6251 | " element.get(0));\n", | |
|
6252 | "\n", | |
|
6253 | " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", | |
|
6254 | " // web socket which is closed, not our websocket->open comm proxy.\n", | |
|
6255 | " ws_proxy.onopen();\n", | |
|
6256 | "\n", | |
|
6257 | " fig.parent_element = element.get(0);\n", | |
|
6258 | " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", | |
|
6259 | " if (!fig.cell_info) {\n", | |
|
6260 | " console.error(\"Failed to find cell for figure\", id, fig);\n", | |
|
6261 | " return;\n", | |
|
6262 | " }\n", | |
|
6263 | "\n", | |
|
6264 | " var output_index = fig.cell_info[2]\n", | |
|
6265 | " var cell = fig.cell_info[0];\n", | |
|
6266 | "\n", | |
|
6267 | "};\n", | |
|
6268 | "\n", | |
|
6269 | "mpl.figure.prototype.handle_close = function(fig, msg) {\n", | |
|
6270 | " var width = fig.canvas.width/mpl.ratio\n", | |
|
6271 | " fig.root.unbind('remove')\n", | |
|
6272 | "\n", | |
|
6273 | " // Update the output cell to use the data from the current canvas.\n", | |
|
6274 | " fig.push_to_output();\n", | |
|
6275 | " var dataURL = fig.canvas.toDataURL();\n", | |
|
6276 | " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", | |
|
6277 | " // the notebook keyboard shortcuts fail.\n", | |
|
6278 | " IPython.keyboard_manager.enable()\n", | |
|
6279 | " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n", | |
|
6280 | " fig.close_ws(fig, msg);\n", | |
|
6281 | "}\n", | |
|
6282 | "\n", | |
|
6283 | "mpl.figure.prototype.close_ws = function(fig, msg){\n", | |
|
6284 | " fig.send_message('closing', msg);\n", | |
|
6285 | " // fig.ws.close()\n", | |
|
6286 | "}\n", | |
|
6287 | "\n", | |
|
6288 | "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n", | |
|
6289 | " // Turn the data on the canvas into data in the output cell.\n", | |
|
6290 | " var width = this.canvas.width/mpl.ratio\n", | |
|
6291 | " var dataURL = this.canvas.toDataURL();\n", | |
|
6292 | " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", | |
|
6293 | "}\n", | |
|
6294 | "\n", | |
|
6295 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
6296 | " // Tell IPython that the notebook contents must change.\n", | |
|
6297 | " IPython.notebook.set_dirty(true);\n", | |
|
6298 | " this.send_message(\"ack\", {});\n", | |
|
6299 | " var fig = this;\n", | |
|
6300 | " // Wait a second, then push the new image to the DOM so\n", | |
|
6301 | " // that it is saved nicely (might be nice to debounce this).\n", | |
|
6302 | " setTimeout(function () { fig.push_to_output() }, 1000);\n", | |
|
6303 | "}\n", | |
|
6304 | "\n", | |
|
6305 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
6306 | " var fig = this;\n", | |
|
6307 | "\n", | |
|
6308 | " var nav_element = $('<div/>')\n", | |
|
6309 | " nav_element.attr('style', 'width: 100%');\n", | |
|
6310 | " this.root.append(nav_element);\n", | |
|
6311 | "\n", | |
|
6312 | " // Define a callback function for later on.\n", | |
|
6313 | " function toolbar_event(event) {\n", | |
|
6314 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
6315 | " }\n", | |
|
6316 | " function toolbar_mouse_event(event) {\n", | |
|
6317 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
6318 | " }\n", | |
|
6319 | "\n", | |
|
6320 | " for(var toolbar_ind in mpl.toolbar_items){\n", | |
|
6321 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
6322 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
6323 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
6324 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
6325 | "\n", | |
|
6326 | " if (!name) { continue; };\n", | |
|
6327 | "\n", | |
|
6328 | " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n", | |
|
6329 | " button.click(method_name, toolbar_event);\n", | |
|
6330 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
6331 | " nav_element.append(button);\n", | |
|
6332 | " }\n", | |
|
6333 | "\n", | |
|
6334 | " // Add the status bar.\n", | |
|
6335 | " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n", | |
|
6336 | " nav_element.append(status_bar);\n", | |
|
6337 | " this.message = status_bar[0];\n", | |
|
6338 | "\n", | |
|
6339 | " // Add the close button to the window.\n", | |
|
6340 | " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n", | |
|
6341 | " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n", | |
|
6342 | " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", | |
|
6343 | " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", | |
|
6344 | " buttongrp.append(button);\n", | |
|
6345 | " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", | |
|
6346 | " titlebar.prepend(buttongrp);\n", | |
|
6347 | "}\n", | |
|
6348 | "\n", | |
|
6349 | "mpl.figure.prototype._root_extra_style = function(el){\n", | |
|
6350 | " var fig = this\n", | |
|
6351 | " el.on(\"remove\", function(){\n", | |
|
6352 | "\tfig.close_ws(fig, {});\n", | |
|
6353 | " });\n", | |
|
6354 | "}\n", | |
|
6355 | "\n", | |
|
6356 | "mpl.figure.prototype._canvas_extra_style = function(el){\n", | |
|
6357 | " // this is important to make the div 'focusable\n", | |
|
6358 | " el.attr('tabindex', 0)\n", | |
|
6359 | " // reach out to IPython and tell the keyboard manager to turn it's self\n", | |
|
6360 | " // off when our div gets focus\n", | |
|
6361 | "\n", | |
|
6362 | " // location in version 3\n", | |
|
6363 | " if (IPython.notebook.keyboard_manager) {\n", | |
|
6364 | " IPython.notebook.keyboard_manager.register_events(el);\n", | |
|
6365 | " }\n", | |
|
6366 | " else {\n", | |
|
6367 | " // location in version 2\n", | |
|
6368 | " IPython.keyboard_manager.register_events(el);\n", | |
|
6369 | " }\n", | |
|
6370 | "\n", | |
|
6371 | "}\n", | |
|
6372 | "\n", | |
|
6373 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
6374 | " var manager = IPython.notebook.keyboard_manager;\n", | |
|
6375 | " if (!manager)\n", | |
|
6376 | " manager = IPython.keyboard_manager;\n", | |
|
6377 | "\n", | |
|
6378 | " // Check for shift+enter\n", | |
|
6379 | " if (event.shiftKey && event.which == 13) {\n", | |
|
6380 | " this.canvas_div.blur();\n", | |
|
6381 | " event.shiftKey = false;\n", | |
|
6382 | " // Send a \"J\" for go to next cell\n", | |
|
6383 | " event.which = 74;\n", | |
|
6384 | " event.keyCode = 74;\n", | |
|
6385 | " manager.command_mode();\n", | |
|
6386 | " manager.handle_keydown(event);\n", | |
|
6387 | " }\n", | |
|
6388 | "}\n", | |
|
6389 | "\n", | |
|
6390 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
6391 | " fig.ondownload(fig, null);\n", | |
|
6392 | "}\n", | |
|
6393 | "\n", | |
|
6394 | "\n", | |
|
6395 | "mpl.find_output_cell = function(html_output) {\n", | |
|
6396 | " // Return the cell and output element which can be found *uniquely* in the notebook.\n", | |
|
6397 | " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", | |
|
6398 | " // IPython event is triggered only after the cells have been serialised, which for\n", | |
|
6399 | " // our purposes (turning an active figure into a static one), is too late.\n", | |
|
6400 | " var cells = IPython.notebook.get_cells();\n", | |
|
6401 | " var ncells = cells.length;\n", | |
|
6402 | " for (var i=0; i<ncells; i++) {\n", | |
|
6403 | " var cell = cells[i];\n", | |
|
6404 | " if (cell.cell_type === 'code'){\n", | |
|
6405 | " for (var j=0; j<cell.output_area.outputs.length; j++) {\n", | |
|
6406 | " var data = cell.output_area.outputs[j];\n", | |
|
6407 | " if (data.data) {\n", | |
|
6408 | " // IPython >= 3 moved mimebundle to data attribute of output\n", | |
|
6409 | " data = data.data;\n", | |
|
6410 | " }\n", | |
|
6411 | " if (data['text/html'] == html_output) {\n", | |
|
6412 | " return [cell, data, j];\n", | |
|
6413 | " }\n", | |
|
6414 | " }\n", | |
|
6415 | " }\n", | |
|
6416 | " }\n", | |
|
6417 | "}\n", | |
|
6418 | "\n", | |
|
6419 | "// Register the function which deals with the matplotlib target/channel.\n", | |
|
6420 | "// The kernel may be null if the page has been refreshed.\n", | |
|
6421 | "if (IPython.notebook.kernel != null) {\n", | |
|
6422 | " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", | |
|
6423 | "}\n" | |
|
6424 | ], | |
|
6425 | "text/plain": [ | |
|
6426 | "<IPython.core.display.Javascript object>" | |
|
6427 | ] | |
|
6428 | }, | |
|
6429 | "metadata": {}, | |
|
6430 | "output_type": "display_data" | |
|
6431 | }, | |
|
6432 | { | |
|
6433 | "data": { | |
|
6434 | "text/html": [ | |
|
6435 | "<img 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\" width=\"900\">" | |
|
6436 | ], | |
|
6437 | "text/plain": [ | |
|
6438 | "<IPython.core.display.HTML object>" | |
|
6439 | ] | |
|
6440 | }, | |
|
6441 | "metadata": {}, | |
|
6442 | "output_type": "display_data" | |
|
6443 | }, | |
|
6444 | { | |
|
6445 | "data": { | |
|
6446 | "application/javascript": [ | |
|
6447 | "/* Put everything inside the global mpl namespace */\n", | |
|
6448 | "window.mpl = {};\n", | |
|
6449 | "\n", | |
|
6450 | "\n", | |
|
6451 | "mpl.get_websocket_type = function() {\n", | |
|
6452 | " if (typeof(WebSocket) !== 'undefined') {\n", | |
|
6453 | " return WebSocket;\n", | |
|
6454 | " } else if (typeof(MozWebSocket) !== 'undefined') {\n", | |
|
6455 | " return MozWebSocket;\n", | |
|
6456 | " } else {\n", | |
|
6457 | " alert('Your browser does not have WebSocket support.' +\n", | |
|
6458 | " 'Please try Chrome, Safari or Firefox β₯ 6. ' +\n", | |
|
6459 | " 'Firefox 4 and 5 are also supported but you ' +\n", | |
|
6460 | " 'have to enable WebSockets in about:config.');\n", | |
|
6461 | " };\n", | |
|
6462 | "}\n", | |
|
6463 | "\n", | |
|
6464 | "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", | |
|
6465 | " this.id = figure_id;\n", | |
|
6466 | "\n", | |
|
6467 | " this.ws = websocket;\n", | |
|
6468 | "\n", | |
|
6469 | " this.supports_binary = (this.ws.binaryType != undefined);\n", | |
|
6470 | "\n", | |
|
6471 | " if (!this.supports_binary) {\n", | |
|
6472 | " var warnings = document.getElementById(\"mpl-warnings\");\n", | |
|
6473 | " if (warnings) {\n", | |
|
6474 | " warnings.style.display = 'block';\n", | |
|
6475 | " warnings.textContent = (\n", | |
|
6476 | " \"This browser does not support binary websocket messages. \" +\n", | |
|
6477 | " \"Performance may be slow.\");\n", | |
|
6478 | " }\n", | |
|
6479 | " }\n", | |
|
6480 | "\n", | |
|
6481 | " this.imageObj = new Image();\n", | |
|
6482 | "\n", | |
|
6483 | " this.context = undefined;\n", | |
|
6484 | " this.message = undefined;\n", | |
|
6485 | " this.canvas = undefined;\n", | |
|
6486 | " this.rubberband_canvas = undefined;\n", | |
|
6487 | " this.rubberband_context = undefined;\n", | |
|
6488 | " this.format_dropdown = undefined;\n", | |
|
6489 | "\n", | |
|
6490 | " this.image_mode = 'full';\n", | |
|
6491 | "\n", | |
|
6492 | " this.root = $('<div/>');\n", | |
|
6493 | " this._root_extra_style(this.root)\n", | |
|
6494 | " this.root.attr('style', 'display: inline-block');\n", | |
|
6495 | "\n", | |
|
6496 | " $(parent_element).append(this.root);\n", | |
|
6497 | "\n", | |
|
6498 | " this._init_header(this);\n", | |
|
6499 | " this._init_canvas(this);\n", | |
|
6500 | " this._init_toolbar(this);\n", | |
|
6501 | "\n", | |
|
6502 | " var fig = this;\n", | |
|
6503 | "\n", | |
|
6504 | " this.waiting = false;\n", | |
|
6505 | "\n", | |
|
6506 | " this.ws.onopen = function () {\n", | |
|
6507 | " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", | |
|
6508 | " fig.send_message(\"send_image_mode\", {});\n", | |
|
6509 | " if (mpl.ratio != 1) {\n", | |
|
6510 | " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", | |
|
6511 | " }\n", | |
|
6512 | " fig.send_message(\"refresh\", {});\n", | |
|
6513 | " }\n", | |
|
6514 | "\n", | |
|
6515 | " this.imageObj.onload = function() {\n", | |
|
6516 | " if (fig.image_mode == 'full') {\n", | |
|
6517 | " // Full images could contain transparency (where diff images\n", | |
|
6518 | " // almost always do), so we need to clear the canvas so that\n", | |
|
6519 | " // there is no ghosting.\n", | |
|
6520 | " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
6521 | " }\n", | |
|
6522 | " fig.context.drawImage(fig.imageObj, 0, 0);\n", | |
|
6523 | " };\n", | |
|
6524 | "\n", | |
|
6525 | " this.imageObj.onunload = function() {\n", | |
|
6526 | " fig.ws.close();\n", | |
|
6527 | " }\n", | |
|
6528 | "\n", | |
|
6529 | " this.ws.onmessage = this._make_on_message_function(this);\n", | |
|
6530 | "\n", | |
|
6531 | " this.ondownload = ondownload;\n", | |
|
6532 | "}\n", | |
|
6533 | "\n", | |
|
6534 | "mpl.figure.prototype._init_header = function() {\n", | |
|
6535 | " var titlebar = $(\n", | |
|
6536 | " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n", | |
|
6537 | " 'ui-helper-clearfix\"/>');\n", | |
|
6538 | " var titletext = $(\n", | |
|
6539 | " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n", | |
|
6540 | " 'text-align: center; padding: 3px;\"/>');\n", | |
|
6541 | " titlebar.append(titletext)\n", | |
|
6542 | " this.root.append(titlebar);\n", | |
|
6543 | " this.header = titletext[0];\n", | |
|
6544 | "}\n", | |
|
6545 | "\n", | |
|
6546 | "\n", | |
|
6547 | "\n", | |
|
6548 | "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", | |
|
6549 | "\n", | |
|
6550 | "}\n", | |
|
6551 | "\n", | |
|
6552 | "\n", | |
|
6553 | "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", | |
|
6554 | "\n", | |
|
6555 | "}\n", | |
|
6556 | "\n", | |
|
6557 | "mpl.figure.prototype._init_canvas = function() {\n", | |
|
6558 | " var fig = this;\n", | |
|
6559 | "\n", | |
|
6560 | " var canvas_div = $('<div/>');\n", | |
|
6561 | "\n", | |
|
6562 | " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", | |
|
6563 | "\n", | |
|
6564 | " function canvas_keyboard_event(event) {\n", | |
|
6565 | " return fig.key_event(event, event['data']);\n", | |
|
6566 | " }\n", | |
|
6567 | "\n", | |
|
6568 | " canvas_div.keydown('key_press', canvas_keyboard_event);\n", | |
|
6569 | " canvas_div.keyup('key_release', canvas_keyboard_event);\n", | |
|
6570 | " this.canvas_div = canvas_div\n", | |
|
6571 | " this._canvas_extra_style(canvas_div)\n", | |
|
6572 | " this.root.append(canvas_div);\n", | |
|
6573 | "\n", | |
|
6574 | " var canvas = $('<canvas/>');\n", | |
|
6575 | " canvas.addClass('mpl-canvas');\n", | |
|
6576 | " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", | |
|
6577 | "\n", | |
|
6578 | " this.canvas = canvas[0];\n", | |
|
6579 | " this.context = canvas[0].getContext(\"2d\");\n", | |
|
6580 | "\n", | |
|
6581 | " var backingStore = this.context.backingStorePixelRatio ||\n", | |
|
6582 | "\tthis.context.webkitBackingStorePixelRatio ||\n", | |
|
6583 | "\tthis.context.mozBackingStorePixelRatio ||\n", | |
|
6584 | "\tthis.context.msBackingStorePixelRatio ||\n", | |
|
6585 | "\tthis.context.oBackingStorePixelRatio ||\n", | |
|
6586 | "\tthis.context.backingStorePixelRatio || 1;\n", | |
|
6587 | "\n", | |
|
6588 | " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", | |
|
6589 | "\n", | |
|
6590 | " var rubberband = $('<canvas/>');\n", | |
|
6591 | " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", | |
|
6592 | "\n", | |
|
6593 | " var pass_mouse_events = true;\n", | |
|
6594 | "\n", | |
|
6595 | " canvas_div.resizable({\n", | |
|
6596 | " start: function(event, ui) {\n", | |
|
6597 | " pass_mouse_events = false;\n", | |
|
6598 | " },\n", | |
|
6599 | " resize: function(event, ui) {\n", | |
|
6600 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
6601 | " },\n", | |
|
6602 | " stop: function(event, ui) {\n", | |
|
6603 | " pass_mouse_events = true;\n", | |
|
6604 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
6605 | " },\n", | |
|
6606 | " });\n", | |
|
6607 | "\n", | |
|
6608 | " function mouse_event_fn(event) {\n", | |
|
6609 | " if (pass_mouse_events)\n", | |
|
6610 | " return fig.mouse_event(event, event['data']);\n", | |
|
6611 | " }\n", | |
|
6612 | "\n", | |
|
6613 | " rubberband.mousedown('button_press', mouse_event_fn);\n", | |
|
6614 | " rubberband.mouseup('button_release', mouse_event_fn);\n", | |
|
6615 | " // Throttle sequential mouse events to 1 every 20ms.\n", | |
|
6616 | " rubberband.mousemove('motion_notify', mouse_event_fn);\n", | |
|
6617 | "\n", | |
|
6618 | " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", | |
|
6619 | " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", | |
|
6620 | "\n", | |
|
6621 | " canvas_div.on(\"wheel\", function (event) {\n", | |
|
6622 | " event = event.originalEvent;\n", | |
|
6623 | " event['data'] = 'scroll'\n", | |
|
6624 | " if (event.deltaY < 0) {\n", | |
|
6625 | " event.step = 1;\n", | |
|
6626 | " } else {\n", | |
|
6627 | " event.step = -1;\n", | |
|
6628 | " }\n", | |
|
6629 | " mouse_event_fn(event);\n", | |
|
6630 | " });\n", | |
|
6631 | "\n", | |
|
6632 | " canvas_div.append(canvas);\n", | |
|
6633 | " canvas_div.append(rubberband);\n", | |
|
6634 | "\n", | |
|
6635 | " this.rubberband = rubberband;\n", | |
|
6636 | " this.rubberband_canvas = rubberband[0];\n", | |
|
6637 | " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", | |
|
6638 | " this.rubberband_context.strokeStyle = \"#000000\";\n", | |
|
6639 | "\n", | |
|
6640 | " this._resize_canvas = function(width, height) {\n", | |
|
6641 | " // Keep the size of the canvas, canvas container, and rubber band\n", | |
|
6642 | " // canvas in synch.\n", | |
|
6643 | " canvas_div.css('width', width)\n", | |
|
6644 | " canvas_div.css('height', height)\n", | |
|
6645 | "\n", | |
|
6646 | " canvas.attr('width', width * mpl.ratio);\n", | |
|
6647 | " canvas.attr('height', height * mpl.ratio);\n", | |
|
6648 | " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", | |
|
6649 | "\n", | |
|
6650 | " rubberband.attr('width', width);\n", | |
|
6651 | " rubberband.attr('height', height);\n", | |
|
6652 | " }\n", | |
|
6653 | "\n", | |
|
6654 | " // Set the figure to an initial 600x600px, this will subsequently be updated\n", | |
|
6655 | " // upon first draw.\n", | |
|
6656 | " this._resize_canvas(600, 600);\n", | |
|
6657 | "\n", | |
|
6658 | " // Disable right mouse context menu.\n", | |
|
6659 | " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", | |
|
6660 | " return false;\n", | |
|
6661 | " });\n", | |
|
6662 | "\n", | |
|
6663 | " function set_focus () {\n", | |
|
6664 | " canvas.focus();\n", | |
|
6665 | " canvas_div.focus();\n", | |
|
6666 | " }\n", | |
|
6667 | "\n", | |
|
6668 | " window.setTimeout(set_focus, 100);\n", | |
|
6669 | "}\n", | |
|
6670 | "\n", | |
|
6671 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
6672 | " var fig = this;\n", | |
|
6673 | "\n", | |
|
6674 | " var nav_element = $('<div/>')\n", | |
|
6675 | " nav_element.attr('style', 'width: 100%');\n", | |
|
6676 | " this.root.append(nav_element);\n", | |
|
6677 | "\n", | |
|
6678 | " // Define a callback function for later on.\n", | |
|
6679 | " function toolbar_event(event) {\n", | |
|
6680 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
6681 | " }\n", | |
|
6682 | " function toolbar_mouse_event(event) {\n", | |
|
6683 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
6684 | " }\n", | |
|
6685 | "\n", | |
|
6686 | " for(var toolbar_ind in mpl.toolbar_items) {\n", | |
|
6687 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
6688 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
6689 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
6690 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
6691 | "\n", | |
|
6692 | " if (!name) {\n", | |
|
6693 | " // put a spacer in here.\n", | |
|
6694 | " continue;\n", | |
|
6695 | " }\n", | |
|
6696 | " var button = $('<button/>');\n", | |
|
6697 | " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n", | |
|
6698 | " 'ui-button-icon-only');\n", | |
|
6699 | " button.attr('role', 'button');\n", | |
|
6700 | " button.attr('aria-disabled', 'false');\n", | |
|
6701 | " button.click(method_name, toolbar_event);\n", | |
|
6702 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
6703 | "\n", | |
|
6704 | " var icon_img = $('<span/>');\n", | |
|
6705 | " icon_img.addClass('ui-button-icon-primary ui-icon');\n", | |
|
6706 | " icon_img.addClass(image);\n", | |
|
6707 | " icon_img.addClass('ui-corner-all');\n", | |
|
6708 | "\n", | |
|
6709 | " var tooltip_span = $('<span/>');\n", | |
|
6710 | " tooltip_span.addClass('ui-button-text');\n", | |
|
6711 | " tooltip_span.html(tooltip);\n", | |
|
6712 | "\n", | |
|
6713 | " button.append(icon_img);\n", | |
|
6714 | " button.append(tooltip_span);\n", | |
|
6715 | "\n", | |
|
6716 | " nav_element.append(button);\n", | |
|
6717 | " }\n", | |
|
6718 | "\n", | |
|
6719 | " var fmt_picker_span = $('<span/>');\n", | |
|
6720 | "\n", | |
|
6721 | " var fmt_picker = $('<select/>');\n", | |
|
6722 | " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n", | |
|
6723 | " fmt_picker_span.append(fmt_picker);\n", | |
|
6724 | " nav_element.append(fmt_picker_span);\n", | |
|
6725 | " this.format_dropdown = fmt_picker[0];\n", | |
|
6726 | "\n", | |
|
6727 | " for (var ind in mpl.extensions) {\n", | |
|
6728 | " var fmt = mpl.extensions[ind];\n", | |
|
6729 | " var option = $(\n", | |
|
6730 | " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n", | |
|
6731 | " fmt_picker.append(option)\n", | |
|
6732 | " }\n", | |
|
6733 | "\n", | |
|
6734 | " // Add hover states to the ui-buttons\n", | |
|
6735 | " $( \".ui-button\" ).hover(\n", | |
|
6736 | " function() { $(this).addClass(\"ui-state-hover\");},\n", | |
|
6737 | " function() { $(this).removeClass(\"ui-state-hover\");}\n", | |
|
6738 | " );\n", | |
|
6739 | "\n", | |
|
6740 | " var status_bar = $('<span class=\"mpl-message\"/>');\n", | |
|
6741 | " nav_element.append(status_bar);\n", | |
|
6742 | " this.message = status_bar[0];\n", | |
|
6743 | "}\n", | |
|
6744 | "\n", | |
|
6745 | "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n", | |
|
6746 | " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", | |
|
6747 | " // which will in turn request a refresh of the image.\n", | |
|
6748 | " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n", | |
|
6749 | "}\n", | |
|
6750 | "\n", | |
|
6751 | "mpl.figure.prototype.send_message = function(type, properties) {\n", | |
|
6752 | " properties['type'] = type;\n", | |
|
6753 | " properties['figure_id'] = this.id;\n", | |
|
6754 | " this.ws.send(JSON.stringify(properties));\n", | |
|
6755 | "}\n", | |
|
6756 | "\n", | |
|
6757 | "mpl.figure.prototype.send_draw_message = function() {\n", | |
|
6758 | " if (!this.waiting) {\n", | |
|
6759 | " this.waiting = true;\n", | |
|
6760 | " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n", | |
|
6761 | " }\n", | |
|
6762 | "}\n", | |
|
6763 | "\n", | |
|
6764 | "\n", | |
|
6765 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
6766 | " var format_dropdown = fig.format_dropdown;\n", | |
|
6767 | " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", | |
|
6768 | " fig.ondownload(fig, format);\n", | |
|
6769 | "}\n", | |
|
6770 | "\n", | |
|
6771 | "\n", | |
|
6772 | "mpl.figure.prototype.handle_resize = function(fig, msg) {\n", | |
|
6773 | " var size = msg['size'];\n", | |
|
6774 | " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n", | |
|
6775 | " fig._resize_canvas(size[0], size[1]);\n", | |
|
6776 | " fig.send_message(\"refresh\", {});\n", | |
|
6777 | " };\n", | |
|
6778 | "}\n", | |
|
6779 | "\n", | |
|
6780 | "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n", | |
|
6781 | " var x0 = msg['x0'] / mpl.ratio;\n", | |
|
6782 | " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n", | |
|
6783 | " var x1 = msg['x1'] / mpl.ratio;\n", | |
|
6784 | " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n", | |
|
6785 | " x0 = Math.floor(x0) + 0.5;\n", | |
|
6786 | " y0 = Math.floor(y0) + 0.5;\n", | |
|
6787 | " x1 = Math.floor(x1) + 0.5;\n", | |
|
6788 | " y1 = Math.floor(y1) + 0.5;\n", | |
|
6789 | " var min_x = Math.min(x0, x1);\n", | |
|
6790 | " var min_y = Math.min(y0, y1);\n", | |
|
6791 | " var width = Math.abs(x1 - x0);\n", | |
|
6792 | " var height = Math.abs(y1 - y0);\n", | |
|
6793 | "\n", | |
|
6794 | " fig.rubberband_context.clearRect(\n", | |
|
6795 | " 0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
6796 | "\n", | |
|
6797 | " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", | |
|
6798 | "}\n", | |
|
6799 | "\n", | |
|
6800 | "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n", | |
|
6801 | " // Updates the figure title.\n", | |
|
6802 | " fig.header.textContent = msg['label'];\n", | |
|
6803 | "}\n", | |
|
6804 | "\n", | |
|
6805 | "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n", | |
|
6806 | " var cursor = msg['cursor'];\n", | |
|
6807 | " switch(cursor)\n", | |
|
6808 | " {\n", | |
|
6809 | " case 0:\n", | |
|
6810 | " cursor = 'pointer';\n", | |
|
6811 | " break;\n", | |
|
6812 | " case 1:\n", | |
|
6813 | " cursor = 'default';\n", | |
|
6814 | " break;\n", | |
|
6815 | " case 2:\n", | |
|
6816 | " cursor = 'crosshair';\n", | |
|
6817 | " break;\n", | |
|
6818 | " case 3:\n", | |
|
6819 | " cursor = 'move';\n", | |
|
6820 | " break;\n", | |
|
6821 | " }\n", | |
|
6822 | " fig.rubberband_canvas.style.cursor = cursor;\n", | |
|
6823 | "}\n", | |
|
6824 | "\n", | |
|
6825 | "mpl.figure.prototype.handle_message = function(fig, msg) {\n", | |
|
6826 | " fig.message.textContent = msg['message'];\n", | |
|
6827 | "}\n", | |
|
6828 | "\n", | |
|
6829 | "mpl.figure.prototype.handle_draw = function(fig, msg) {\n", | |
|
6830 | " // Request the server to send over a new figure.\n", | |
|
6831 | " fig.send_draw_message();\n", | |
|
6832 | "}\n", | |
|
6833 | "\n", | |
|
6834 | "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n", | |
|
6835 | " fig.image_mode = msg['mode'];\n", | |
|
6836 | "}\n", | |
|
6837 | "\n", | |
|
6838 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
6839 | " // Called whenever the canvas gets updated.\n", | |
|
6840 | " this.send_message(\"ack\", {});\n", | |
|
6841 | "}\n", | |
|
6842 | "\n", | |
|
6843 | "// A function to construct a web socket function for onmessage handling.\n", | |
|
6844 | "// Called in the figure constructor.\n", | |
|
6845 | "mpl.figure.prototype._make_on_message_function = function(fig) {\n", | |
|
6846 | " return function socket_on_message(evt) {\n", | |
|
6847 | " if (evt.data instanceof Blob) {\n", | |
|
6848 | " /* FIXME: We get \"Resource interpreted as Image but\n", | |
|
6849 | " * transferred with MIME type text/plain:\" errors on\n", | |
|
6850 | " * Chrome. But how to set the MIME type? It doesn't seem\n", | |
|
6851 | " * to be part of the websocket stream */\n", | |
|
6852 | " evt.data.type = \"image/png\";\n", | |
|
6853 | "\n", | |
|
6854 | " /* Free the memory for the previous frames */\n", | |
|
6855 | " if (fig.imageObj.src) {\n", | |
|
6856 | " (window.URL || window.webkitURL).revokeObjectURL(\n", | |
|
6857 | " fig.imageObj.src);\n", | |
|
6858 | " }\n", | |
|
6859 | "\n", | |
|
6860 | " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", | |
|
6861 | " evt.data);\n", | |
|
6862 | " fig.updated_canvas_event();\n", | |
|
6863 | " fig.waiting = false;\n", | |
|
6864 | " return;\n", | |
|
6865 | " }\n", | |
|
6866 | " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n", | |
|
6867 | " fig.imageObj.src = evt.data;\n", | |
|
6868 | " fig.updated_canvas_event();\n", | |
|
6869 | " fig.waiting = false;\n", | |
|
6870 | " return;\n", | |
|
6871 | " }\n", | |
|
6872 | "\n", | |
|
6873 | " var msg = JSON.parse(evt.data);\n", | |
|
6874 | " var msg_type = msg['type'];\n", | |
|
6875 | "\n", | |
|
6876 | " // Call the \"handle_{type}\" callback, which takes\n", | |
|
6877 | " // the figure and JSON message as its only arguments.\n", | |
|
6878 | " try {\n", | |
|
6879 | " var callback = fig[\"handle_\" + msg_type];\n", | |
|
6880 | " } catch (e) {\n", | |
|
6881 | " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n", | |
|
6882 | " return;\n", | |
|
6883 | " }\n", | |
|
6884 | "\n", | |
|
6885 | " if (callback) {\n", | |
|
6886 | " try {\n", | |
|
6887 | " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", | |
|
6888 | " callback(fig, msg);\n", | |
|
6889 | " } catch (e) {\n", | |
|
6890 | " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n", | |
|
6891 | " }\n", | |
|
6892 | " }\n", | |
|
6893 | " };\n", | |
|
6894 | "}\n", | |
|
6895 | "\n", | |
|
6896 | "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", | |
|
6897 | "mpl.findpos = function(e) {\n", | |
|
6898 | " //this section is from http://www.quirksmode.org/js/events_properties.html\n", | |
|
6899 | " var targ;\n", | |
|
6900 | " if (!e)\n", | |
|
6901 | " e = window.event;\n", | |
|
6902 | " if (e.target)\n", | |
|
6903 | " targ = e.target;\n", | |
|
6904 | " else if (e.srcElement)\n", | |
|
6905 | " targ = e.srcElement;\n", | |
|
6906 | " if (targ.nodeType == 3) // defeat Safari bug\n", | |
|
6907 | " targ = targ.parentNode;\n", | |
|
6908 | "\n", | |
|
6909 | " // jQuery normalizes the pageX and pageY\n", | |
|
6910 | " // pageX,Y are the mouse positions relative to the document\n", | |
|
6911 | " // offset() returns the position of the element relative to the document\n", | |
|
6912 | " var x = e.pageX - $(targ).offset().left;\n", | |
|
6913 | " var y = e.pageY - $(targ).offset().top;\n", | |
|
6914 | "\n", | |
|
6915 | " return {\"x\": x, \"y\": y};\n", | |
|
6916 | "};\n", | |
|
6917 | "\n", | |
|
6918 | "/*\n", | |
|
6919 | " * return a copy of an object with only non-object keys\n", | |
|
6920 | " * we need this to avoid circular references\n", | |
|
6921 | " * http://stackoverflow.com/a/24161582/3208463\n", | |
|
6922 | " */\n", | |
|
6923 | "function simpleKeys (original) {\n", | |
|
6924 | " return Object.keys(original).reduce(function (obj, key) {\n", | |
|
6925 | " if (typeof original[key] !== 'object')\n", | |
|
6926 | " obj[key] = original[key]\n", | |
|
6927 | " return obj;\n", | |
|
6928 | " }, {});\n", | |
|
6929 | "}\n", | |
|
6930 | "\n", | |
|
6931 | "mpl.figure.prototype.mouse_event = function(event, name) {\n", | |
|
6932 | " var canvas_pos = mpl.findpos(event)\n", | |
|
6933 | "\n", | |
|
6934 | " if (name === 'button_press')\n", | |
|
6935 | " {\n", | |
|
6936 | " this.canvas.focus();\n", | |
|
6937 | " this.canvas_div.focus();\n", | |
|
6938 | " }\n", | |
|
6939 | "\n", | |
|
6940 | " var x = canvas_pos.x * mpl.ratio;\n", | |
|
6941 | " var y = canvas_pos.y * mpl.ratio;\n", | |
|
6942 | "\n", | |
|
6943 | " this.send_message(name, {x: x, y: y, button: event.button,\n", | |
|
6944 | " step: event.step,\n", | |
|
6945 | " guiEvent: simpleKeys(event)});\n", | |
|
6946 | "\n", | |
|
6947 | " /* This prevents the web browser from automatically changing to\n", | |
|
6948 | " * the text insertion cursor when the button is pressed. We want\n", | |
|
6949 | " * to control all of the cursor setting manually through the\n", | |
|
6950 | " * 'cursor' event from matplotlib */\n", | |
|
6951 | " event.preventDefault();\n", | |
|
6952 | " return false;\n", | |
|
6953 | "}\n", | |
|
6954 | "\n", | |
|
6955 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
6956 | " // Handle any extra behaviour associated with a key event\n", | |
|
6957 | "}\n", | |
|
6958 | "\n", | |
|
6959 | "mpl.figure.prototype.key_event = function(event, name) {\n", | |
|
6960 | "\n", | |
|
6961 | " // Prevent repeat events\n", | |
|
6962 | " if (name == 'key_press')\n", | |
|
6963 | " {\n", | |
|
6964 | " if (event.which === this._key)\n", | |
|
6965 | " return;\n", | |
|
6966 | " else\n", | |
|
6967 | " this._key = event.which;\n", | |
|
6968 | " }\n", | |
|
6969 | " if (name == 'key_release')\n", | |
|
6970 | " this._key = null;\n", | |
|
6971 | "\n", | |
|
6972 | " var value = '';\n", | |
|
6973 | " if (event.ctrlKey && event.which != 17)\n", | |
|
6974 | " value += \"ctrl+\";\n", | |
|
6975 | " if (event.altKey && event.which != 18)\n", | |
|
6976 | " value += \"alt+\";\n", | |
|
6977 | " if (event.shiftKey && event.which != 16)\n", | |
|
6978 | " value += \"shift+\";\n", | |
|
6979 | "\n", | |
|
6980 | " value += 'k';\n", | |
|
6981 | " value += event.which.toString();\n", | |
|
6982 | "\n", | |
|
6983 | " this._key_event_extra(event, name);\n", | |
|
6984 | "\n", | |
|
6985 | " this.send_message(name, {key: value,\n", | |
|
6986 | " guiEvent: simpleKeys(event)});\n", | |
|
6987 | " return false;\n", | |
|
6988 | "}\n", | |
|
6989 | "\n", | |
|
6990 | "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n", | |
|
6991 | " if (name == 'download') {\n", | |
|
6992 | " this.handle_save(this, null);\n", | |
|
6993 | " } else {\n", | |
|
6994 | " this.send_message(\"toolbar_button\", {name: name});\n", | |
|
6995 | " }\n", | |
|
6996 | "};\n", | |
|
6997 | "\n", | |
|
6998 | "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n", | |
|
6999 | " this.message.textContent = tooltip;\n", | |
|
7000 | "};\n", | |
|
7001 | "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", | |
|
7002 | "\n", | |
|
7003 | "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", | |
|
7004 | "\n", | |
|
7005 | "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", | |
|
7006 | " // Create a \"websocket\"-like object which calls the given IPython comm\n", | |
|
7007 | " // object with the appropriate methods. Currently this is a non binary\n", | |
|
7008 | " // socket, so there is still some room for performance tuning.\n", | |
|
7009 | " var ws = {};\n", | |
|
7010 | "\n", | |
|
7011 | " ws.close = function() {\n", | |
|
7012 | " comm.close()\n", | |
|
7013 | " };\n", | |
|
7014 | " ws.send = function(m) {\n", | |
|
7015 | " //console.log('sending', m);\n", | |
|
7016 | " comm.send(m);\n", | |
|
7017 | " };\n", | |
|
7018 | " // Register the callback with on_msg.\n", | |
|
7019 | " comm.on_msg(function(msg) {\n", | |
|
7020 | " //console.log('receiving', msg['content']['data'], msg);\n", | |
|
7021 | " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", | |
|
7022 | " ws.onmessage(msg['content']['data'])\n", | |
|
7023 | " });\n", | |
|
7024 | " return ws;\n", | |
|
7025 | "}\n", | |
|
7026 | "\n", | |
|
7027 | "mpl.mpl_figure_comm = function(comm, msg) {\n", | |
|
7028 | " // This is the function which gets called when the mpl process\n", | |
|
7029 | " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", | |
|
7030 | "\n", | |
|
7031 | " var id = msg.content.data.id;\n", | |
|
7032 | " // Get hold of the div created by the display call when the Comm\n", | |
|
7033 | " // socket was opened in Python.\n", | |
|
7034 | " var element = $(\"#\" + id);\n", | |
|
7035 | " var ws_proxy = comm_websocket_adapter(comm)\n", | |
|
7036 | "\n", | |
|
7037 | " function ondownload(figure, format) {\n", | |
|
7038 | " window.open(figure.imageObj.src);\n", | |
|
7039 | " }\n", | |
|
7040 | "\n", | |
|
7041 | " var fig = new mpl.figure(id, ws_proxy,\n", | |
|
7042 | " ondownload,\n", | |
|
7043 | " element.get(0));\n", | |
|
7044 | "\n", | |
|
7045 | " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", | |
|
7046 | " // web socket which is closed, not our websocket->open comm proxy.\n", | |
|
7047 | " ws_proxy.onopen();\n", | |
|
7048 | "\n", | |
|
7049 | " fig.parent_element = element.get(0);\n", | |
|
7050 | " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", | |
|
7051 | " if (!fig.cell_info) {\n", | |
|
7052 | " console.error(\"Failed to find cell for figure\", id, fig);\n", | |
|
7053 | " return;\n", | |
|
7054 | " }\n", | |
|
7055 | "\n", | |
|
7056 | " var output_index = fig.cell_info[2]\n", | |
|
7057 | " var cell = fig.cell_info[0];\n", | |
|
7058 | "\n", | |
|
7059 | "};\n", | |
|
7060 | "\n", | |
|
7061 | "mpl.figure.prototype.handle_close = function(fig, msg) {\n", | |
|
7062 | " var width = fig.canvas.width/mpl.ratio\n", | |
|
7063 | " fig.root.unbind('remove')\n", | |
|
7064 | "\n", | |
|
7065 | " // Update the output cell to use the data from the current canvas.\n", | |
|
7066 | " fig.push_to_output();\n", | |
|
7067 | " var dataURL = fig.canvas.toDataURL();\n", | |
|
7068 | " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", | |
|
7069 | " // the notebook keyboard shortcuts fail.\n", | |
|
7070 | " IPython.keyboard_manager.enable()\n", | |
|
7071 | " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n", | |
|
7072 | " fig.close_ws(fig, msg);\n", | |
|
7073 | "}\n", | |
|
7074 | "\n", | |
|
7075 | "mpl.figure.prototype.close_ws = function(fig, msg){\n", | |
|
7076 | " fig.send_message('closing', msg);\n", | |
|
7077 | " // fig.ws.close()\n", | |
|
7078 | "}\n", | |
|
7079 | "\n", | |
|
7080 | "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n", | |
|
7081 | " // Turn the data on the canvas into data in the output cell.\n", | |
|
7082 | " var width = this.canvas.width/mpl.ratio\n", | |
|
7083 | " var dataURL = this.canvas.toDataURL();\n", | |
|
7084 | " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", | |
|
7085 | "}\n", | |
|
7086 | "\n", | |
|
7087 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
7088 | " // Tell IPython that the notebook contents must change.\n", | |
|
7089 | " IPython.notebook.set_dirty(true);\n", | |
|
7090 | " this.send_message(\"ack\", {});\n", | |
|
7091 | " var fig = this;\n", | |
|
7092 | " // Wait a second, then push the new image to the DOM so\n", | |
|
7093 | " // that it is saved nicely (might be nice to debounce this).\n", | |
|
7094 | " setTimeout(function () { fig.push_to_output() }, 1000);\n", | |
|
7095 | "}\n", | |
|
7096 | "\n", | |
|
7097 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
7098 | " var fig = this;\n", | |
|
7099 | "\n", | |
|
7100 | " var nav_element = $('<div/>')\n", | |
|
7101 | " nav_element.attr('style', 'width: 100%');\n", | |
|
7102 | " this.root.append(nav_element);\n", | |
|
7103 | "\n", | |
|
7104 | " // Define a callback function for later on.\n", | |
|
7105 | " function toolbar_event(event) {\n", | |
|
7106 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
7107 | " }\n", | |
|
7108 | " function toolbar_mouse_event(event) {\n", | |
|
7109 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
7110 | " }\n", | |
|
7111 | "\n", | |
|
7112 | " for(var toolbar_ind in mpl.toolbar_items){\n", | |
|
7113 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
7114 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
7115 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
7116 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
7117 | "\n", | |
|
7118 | " if (!name) { continue; };\n", | |
|
7119 | "\n", | |
|
7120 | " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n", | |
|
7121 | " button.click(method_name, toolbar_event);\n", | |
|
7122 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
7123 | " nav_element.append(button);\n", | |
|
7124 | " }\n", | |
|
7125 | "\n", | |
|
7126 | " // Add the status bar.\n", | |
|
7127 | " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n", | |
|
7128 | " nav_element.append(status_bar);\n", | |
|
7129 | " this.message = status_bar[0];\n", | |
|
7130 | "\n", | |
|
7131 | " // Add the close button to the window.\n", | |
|
7132 | " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n", | |
|
7133 | " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n", | |
|
7134 | " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", | |
|
7135 | " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", | |
|
7136 | " buttongrp.append(button);\n", | |
|
7137 | " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", | |
|
7138 | " titlebar.prepend(buttongrp);\n", | |
|
7139 | "}\n", | |
|
7140 | "\n", | |
|
7141 | "mpl.figure.prototype._root_extra_style = function(el){\n", | |
|
7142 | " var fig = this\n", | |
|
7143 | " el.on(\"remove\", function(){\n", | |
|
7144 | "\tfig.close_ws(fig, {});\n", | |
|
7145 | " });\n", | |
|
7146 | "}\n", | |
|
7147 | "\n", | |
|
7148 | "mpl.figure.prototype._canvas_extra_style = function(el){\n", | |
|
7149 | " // this is important to make the div 'focusable\n", | |
|
7150 | " el.attr('tabindex', 0)\n", | |
|
7151 | " // reach out to IPython and tell the keyboard manager to turn it's self\n", | |
|
7152 | " // off when our div gets focus\n", | |
|
7153 | "\n", | |
|
7154 | " // location in version 3\n", | |
|
7155 | " if (IPython.notebook.keyboard_manager) {\n", | |
|
7156 | " IPython.notebook.keyboard_manager.register_events(el);\n", | |
|
7157 | " }\n", | |
|
7158 | " else {\n", | |
|
7159 | " // location in version 2\n", | |
|
7160 | " IPython.keyboard_manager.register_events(el);\n", | |
|
7161 | " }\n", | |
|
7162 | "\n", | |
|
7163 | "}\n", | |
|
7164 | "\n", | |
|
7165 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
7166 | " var manager = IPython.notebook.keyboard_manager;\n", | |
|
7167 | " if (!manager)\n", | |
|
7168 | " manager = IPython.keyboard_manager;\n", | |
|
7169 | "\n", | |
|
7170 | " // Check for shift+enter\n", | |
|
7171 | " if (event.shiftKey && event.which == 13) {\n", | |
|
7172 | " this.canvas_div.blur();\n", | |
|
7173 | " event.shiftKey = false;\n", | |
|
7174 | " // Send a \"J\" for go to next cell\n", | |
|
7175 | " event.which = 74;\n", | |
|
7176 | " event.keyCode = 74;\n", | |
|
7177 | " manager.command_mode();\n", | |
|
7178 | " manager.handle_keydown(event);\n", | |
|
7179 | " }\n", | |
|
7180 | "}\n", | |
|
7181 | "\n", | |
|
7182 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
7183 | " fig.ondownload(fig, null);\n", | |
|
7184 | "}\n", | |
|
7185 | "\n", | |
|
7186 | "\n", | |
|
7187 | "mpl.find_output_cell = function(html_output) {\n", | |
|
7188 | " // Return the cell and output element which can be found *uniquely* in the notebook.\n", | |
|
7189 | " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", | |
|
7190 | " // IPython event is triggered only after the cells have been serialised, which for\n", | |
|
7191 | " // our purposes (turning an active figure into a static one), is too late.\n", | |
|
7192 | " var cells = IPython.notebook.get_cells();\n", | |
|
7193 | " var ncells = cells.length;\n", | |
|
7194 | " for (var i=0; i<ncells; i++) {\n", | |
|
7195 | " var cell = cells[i];\n", | |
|
7196 | " if (cell.cell_type === 'code'){\n", | |
|
7197 | " for (var j=0; j<cell.output_area.outputs.length; j++) {\n", | |
|
7198 | " var data = cell.output_area.outputs[j];\n", | |
|
7199 | " if (data.data) {\n", | |
|
7200 | " // IPython >= 3 moved mimebundle to data attribute of output\n", | |
|
7201 | " data = data.data;\n", | |
|
7202 | " }\n", | |
|
7203 | " if (data['text/html'] == html_output) {\n", | |
|
7204 | " return [cell, data, j];\n", | |
|
7205 | " }\n", | |
|
7206 | " }\n", | |
|
7207 | " }\n", | |
|
7208 | " }\n", | |
|
7209 | "}\n", | |
|
7210 | "\n", | |
|
7211 | "// Register the function which deals with the matplotlib target/channel.\n", | |
|
7212 | "// The kernel may be null if the page has been refreshed.\n", | |
|
7213 | "if (IPython.notebook.kernel != null) {\n", | |
|
7214 | " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", | |
|
7215 | "}\n" | |
|
7216 | ], | |
|
7217 | "text/plain": [ | |
|
7218 | "<IPython.core.display.Javascript object>" | |
|
7219 | ] | |
|
7220 | }, | |
|
7221 | "metadata": {}, | |
|
7222 | "output_type": "display_data" | |
|
7223 | }, | |
|
7224 | { | |
|
7225 | "data": { | |
|
7226 | "text/html": [ | |
|
7227 | "<img 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wx04cKDNcvUQpBMmTDDc1vjx42Xd1atXWyxT/wHcv3+/4XZeeuklCJE1BIU7n5JhQOg7zF6k2JvX0pMYELqOAWH2YECoT7kAFEKY6kmxefNmWf+jjz7KgRbqcyYgnD17tlznqaeeMv3kcmJios3feWcwILSP5x/k6/gd9g4MCI0xICQGhI69/2+//Vau06ZNG6Snp5ta78yZM9i6davzjVXxREAIAOvXr5f1XnrpJYtljgSEQFYvTGXELrMPPY8cORJC/Dfs5TvvvAMhBIoXL+7Uw4oMCG2p71+uWrVK/rfRuYwyIku3bt3kA5gMCOlBwICQfAEDQhdkZGTgySeflD/cmJgYmzrqm+f2/tguWbJE1p0yZYrFMmUeKyGE4ZNlANC7d29Z9/Dhw6bfz7lz5wyLOuxkQOjdzF6kqE9OrW8up6enY+PGjfi///s/NGjQAEWKFIG/vz8KFy6Mxx9/HAMGDMDZs2dNtSc9PR1z585Fu3btULZsWQQFBSE4OBhVqlRB586dsXTpUpuTcTMBYWxsLIoVKwYhBEqXLq0bSGzYsAGdO3dGhQoVEBwcjIIFC+Kxxx7DoEGDcPnyZZv6Zucp05tTVI/ytORzzz0HAEhISECPHj1QuXJl5MuXTzdkO3z4MD766CPUqFEDhQoVQnBwMCpVqoRu3boZPjBgJiD866+/MGLECLRs2RKlS5dGQEAA8ufPjypVqqBbt266J9zO7CO9YG3q1Kmy/o4dO+zuxy5dukAIgZCQENy5c0ezjqOfuRnq47lRUX+GRnMQJicny3VGjx4t2/3CCy+gZMmSyJcvHx555BF8/fXXNvPOrlixAq1atULJkiURHByMGjVq4Ntvv0Vqaqrd95GUlIQJEyagWbNmKF68OAICAlCsWDG0atUKs2bNMn2DQov6AlDroRlrb7/9tuHfUABYvHgxXnzxRURERCAwMBAFChRApUqV0LhxY3zxxRe66znK0YAwMzNTzg2cJ08eHDp0yC3tcIQzAaG9OQiVOVaUGxZ79uzBa6+9hoiICHncHjRoEG7cuGGx3tatWxEZGYmIiAgEBQXhoYcewueff647Z7JaWloapk+fjueffx4lS5ZEYGAgihQpgiZNmmDixIlISUkx9d608PyDfB2/w97BkYDQ3hyE1mFabGws3njjDZQpUwbBwcGoXLky+vXrZ3PNt2vXLnTo0EGeS1eqVAkDBw7E7du37bYpPT0ds2bNQtu2bVGqVCkEBgYiPDwcTz/9NMaNG4ekpCS72zBi/Z6ioqLQsWNHlClTBkFBQShTpgzefvtt038rjx07ho8//hg1a9aU574VK1ZE165ddc9NzZyjKddFyvVyyZIlNbelDhr9/Pxw/fp1mzppaWlyeMJBgwbpvpdly5ZZfG6hoaF44oknMHz4cJu/pe7eRteuXSGEQPny5QFkDZM5dOhQVK9eHSEhIQgNDUXjxo0xd+5cU+3Qou7BpVeU78XYsWMhhIC/v7/mOXxycjKCgoLkenrXOcrULK+//rrm8vv37+PHH39Es2bNULRoUQQEBKBEiRJo3bo15syZg4yMDKffrxZHA8KUlBSUKFFCXs946iFLTwWEN2/elPWsRx1xNCAEsq6LlHUaNGhgt74y4pYSTqo/v5UrV5p6TTUGhLbUAV5iYiKqVKkCIQSGDh2qWf/8+fPIkycPhBDYsmULA0J6oDAgJF/AgNAF3333nfzRvvLKK5p11E+GrV271nB7a9askXWt529SutgLIez2UBg4cKDdG65azFxUOXuQ4s2NnGX2IuXw4cOy3vPPP2+xTAnojEr+/PmxYsUKw7acOHECjz32mN1t7dy5U/P19S5Ytm3bhkKFCkEIgcqVK9sMywsA9+7dsxj+T6sUKlQI69ats1gvJwLCxYsXy1BQXawvEL/66iv4+/vrtsHPzw9fffWV5uvZCwjNvk+t75A7A8IbN24gMDAQQhjPsQpkhVsFCxaEEAIdO3a0We7sZ25GdgeE6huK1qVp06ZISkpCeno6evTooVsvMjLScD7RmJgYOaSnXmnYsKHdB1H0pKWlyRseERERhjdg1J9ljRo1bJanpqbKHvFG5emnn3aqrdYcDQh3794t67du3dotbXBUdgeEU6ZMQd68eTX3+6OPPopr164BAIYPH274fTI6bzl27JgMWvVK9erVcerUKYf3D8DzD/J9/A57B/XfY3scCQhnz54tz4GsS9WqVeU5xdixY+WQeNalTp06ug9MAVk9jmrVqmV4nH3ooYdw5MgRp/aN9Xv65ZdfdM9dg4KCsHjxYsNtjR07FgEBAbpt9fPz07zJbOYcTTmnXbx4sfw3rdBy1qxZFustW7bMps7evXvlcq3r/Bs3bqB58+aG7SlevLjh9YSr21AHhIcPH7aYg966OBtUOBIQqm96au2zbdu2WaynNQLT5cuX5fLJkyfbLD916hQefvhhw/Y0atRIM/R1lqMBoXoUqm7durmtHY7yVEB49+5dWa9mzZoWy5wJCDMzM1G5cmW53pUrV3Tr7tmzR9ZTjkWZmZkoW7YshBB49dVXTb2mGgNCW9YB4ZdffgkhBCpWrKh5rTpmzBgIIVC2bFlkZmYyIKQHCgNC8gUMCJ20bds2eeFTvHhx3ZMQ5Q+hEAKbN2823KZ6qLWRI0daLFNfGNh74m3o0KGyrnXoYsTMRZWzByne3MhZZi9S1L1W33nnHYtlgwYNQunSpdG7d2/MnTsXu3fvRmxsLJYvX44BAwYgf/78ECLrqUe9nqoXL15EyZIl5Wu0bNkSs2fPxr59+7Bv3z4sXLgQ7733HsLCwhwKCFesWCHnOnv00Uc1n7rMyMiQw1T4+fmhXbt28n3s3r0b48ePR0REBITImgT777//luveuXMH8fHxFr+lbdu22Ux07ejT1kpA+NBDDyFfvnwoUaIExo4di127dmHPnj343//+h3///VfWVx8/6tSpg6lTp2Lz5s2IiYnB7NmzLXowT5061eb17AWEK1euRIECBdCxY0dMmzYN27dvR1xcHNauXYtvv/3WIkiyXt+ZfWQ0NGdkZCSEEChSpIhhL7hFixbJ17N+wtOVz9yMGzduID4+Hu+++y6EEAgMDNScAF3dG9ZsQKh8lo0bN8bChQsRGxuLNWvW4Nlnn7X4uzBq1CgIkTXn7bJlyxAbG4tly5bJizQh9IfUSkhIkE+6Fy5cGJ9//jmWL1+OmJgYrFu3Dj169JBhUOPGjZ3uSfjxxx/LtmzatEm33vz582W9b775xma58pS5EALNmjXD7NmzsXPnTsTFxWHDhg0YO3YsmjdvjsaNGzvVTmuOBoSjR4+W9SdNmuSWNjgqOwPCJ554Annz5kWtWrXw66+/IiYmBps2bcKrr75qsZ+U+UKaNGmCRYsWye9uixYtdM9pFBcvXrR4gr5fv35YunQpoqOjsXnzZgwYMEAe6x955BGnhk3n+Qf5On6HvYNyPHNnQPj4448jMDAQ1atXx4wZMxAdHY0tW7bgzTfflOt37twZv/32G4QQqF+/PubNmyf/bqsfINXrwXbt2jV54zsoKAgffvghlixZgujoaGzduhWDBw9GSEgIhBCoVKmSxXmoI5T3VKtWLQQEBKB06dKYOHEi9u3bh+3bt2PQoEGyZ1hAQIDuDV31w7WPPfYYJk+ejE2bNiEmJgbz5s1DgwYN5PLvv//eYt34+HiLoQu/+uorm3M05Zr9ypUrsp5WyKQe4UAI7bnJvvnmGwiR1RvOuhdnSkoK6tSpI69l3nrrLSxYsAB79+7Fzp07MWrUKPn3NiwsDKdPn7bZvju2oQSExYoVQ5UqVVCwYEF8/vnn2LZtG2JiYjB9+nSL831nHqA7cuSIReDRs2dPm/1+/vx5AFk9WZWHw7S+s9YPHEVGRtrUWbhwoVyekJBgsezOnTuoVKmSXP7yyy/jjz/+QExMDJYsWYKmTZvKZQ0bNnRp1Aw1RwPCvn37yvpLly51Sxuc4amAUB3StWrVymKZMwEhALz//vum9mnPnj0hhEBoaKjFA2zKdWpwcDBu3rxp+nUBBoRarAPCkydPyodctO5R1qxZE0IIfPrppwDAgJAeKAwIyRcwIHTCwYMHERYWJk8gtm/frlvXl3oQenyI0YwM4OrV3FXcPLyJwsxFSlpaGurXry/rzZ4922L5qVOnDMfgP3PmDEqVKgUhBN5++23NOi+++KLc/rhx43S3defOHZsTcb2AcPbs2TKcr1+/vu6wOj/88IP8jeqF84mJiXKIkebNm9ssd/f8euoJ2cuXL48LFy7o1t2/f78Ma77++mvNOunp6fJmfeHChW1uTtgLCK9cuWJ4Iyg5OVleSFetWlXzaT9H9pFRQKh+kttoaBejINEdn7kZjsxBaDYgFELgjTfesHkAJC0tDbVr15YXsoGBgfLCSe327dty/o0nn3xSsy3KhdyTTz6p+7tZvny5vHizPiaYFRcXJ9+T3rEBAFq3bg0hsobnVG4cqdWrVw9CZAVPRg/GuOsJcEcDwo4dO8r6jvYmdpfsDAiVmz9aw3sqn11gYCBCQ0PRpUsXm+NDamqq7D0eERGhefxQeohWqVIF586d02zP7t275U1lvWOhEYYr5OvMfId5Cp39lOOiOwNCJaTQGoq5Q4cO8jw4PDwc7du3twkz0tPT5bl8kSJFNM/b33jjDXneqTXaBpD1d1t58O+zzz6z+/7svafy5ctrnhNu2bJFnsPXq1fPZvk///wjew4OGzZM8+9GRkaGDFALFChgcz7jyByESu91rWEqK1asCCGEvJaxHgYR+O9vodZ512effSbPz/Wux0+fPi2vpd54441s2YYSECrnkQcPHrSpc+zYMfkwjvV8cI4wG5Ap++2pp56yWfbMM89Y7PewsDCbc0Al4ClRooTN+gMGDJDt+Pzzz22WZ2ZmonPnzrLOTz/95Nib1OFoQNisWTNZ39kREtzBUwHhyy+/LOtZn9s5GxBOmTJFd5uK+/fvIzw8HELYPhytDu20Hrw14kpA2KlTJ80HTq2L2XnOnZETASEANG7cGEIIvP/++xZ19+/fL+sqob8jAeHChQvt7r9jx46Z3R1EbseAkHwBA0IHnTx5Ut6EzZs3L5YvX25Y35fmILTHlYOUqQPi1auAELmrXL3q4qeizegi5e7du9i2bZvFhUn58uWdmuNJGWY3LCzMZtnBgwfl9jt06ODwtrUCwu+//16GF61atdLtTZKeni6flh4yZIjh66iHeDlz5ozFsuwMCO0Nr6Tc0LE3fOLVq1flzRbrQMfMHIT2qIdP0rqp4K6AMDk5WQ4ZqzV0KGA5FGnPnj0tlrnrMzcjOwLCQoUK4datW5rb+Omnn2S9ypUr6z7trDwckjdvXpverRs2bIAQWT0r7Q0hpoQ2zgaowH9PgRYsWFCzp+3ly5dlAN6yZUvNbSif5+DBg51uhyMcDQjVvTtPnDiRAy20lZ0BYd68eXVvWv3xxx/ydQsXLqw7tJ0S2mvto3/++Ucu27p1q2Gbe/XqBSGyHlRwFANC8nVmvsM8hc5+yvHKnQGhn5+fTQ8oxZYtW+Q2QkJCdB+GmTFjhqxnPTLCqVOn5N9ae/NqKecQpUuXtvv+jN6TEOZ67whh2+vjnXfegRACdevWNRwu/ebNm/LBkWnTplkscyQgVNpiPQ/hmTNn5OcTExMj/1v9Gah7wn3yyScW69+5cwehoaEQQmDixImGbVDO8QICAiyua9yxDcAyIPzhhx90t6E89BQeHm74Wkb0rj2tKUMJWs9DmJKSIqdf+PPPP+V/W89DqAS71kNBpqSkoHDhwhAia+h6vfPlW7duyXOd6tWrO/dmrTgaED766KOyvpm5mrNLTgaEycnJ2Ldvn0U4GBoaKoerVzgbEKrvpVn/JhVKb2whsua5s/b444/DzPW3NVcCQrMlO3vJ5VRAOG3aNCj3ju7fvy/r/t///R+EyBq9ROFIQGimaE1nQZRTGBCSL2BA6IALFy7IISv8/Pzw66+/2l1H3Vq0NQoAACAASURBVOtOawx9tfHjx8u6q1evtlim/gOoN1m3Qrm56+fn59RwXHoYEPrO3Q31RYq9Urx4cbvfKSDrYurkyZM4ePCgfBJLHQ5ZBy3KxZ8QArt27XL4PVgHhOqbLR06dLA4qbSmXMyb+b1cu3ZN1l20aJHFsuwKCENCQgyH0czIyJA3BewdN4D/whjr0MzRgDA5ORlnzpzBP//8Iz9jdUA4b948m3XcFRAC/w3nFBISohk4KBcVyo0DNXd95mZkR0Co9fS6YteuXbKe3hBiADBv3jxZz3o+nQ8//BBCaD8Bb00J/kNCQuzW1aMeHnT+/Pk2yydMmCCX6/VUVIZdfeSRR3R7PLqTowGhugf25cuXs719WrIzIDS6OaLcPBUia/g7Pdu3b5f1Nm7caLFMGZqtaNGidtusHk7M+kaSPQwIydcxIMzRU2hdyjHInQGh0d/k69evy21oDbOoiI2NlfWs58mbNGmS/HtubyjFVatWye048/CU8p7CwsIMRyCJjo6WrzN69GiLZcWKFdP8dy1169aFELbztzkSEKr/tqjPm2bPng31DWWlN6F6/6qvi62v29X70t65sfqBSvWoRO7YBvBfQOjn52f491N93ubo8IoKZX17AZne3I07duyAEFmhUXp6uuxNqL4WUg8N++OPP1psV32+PHbsWMM2qIPqixcvOv5mrTgaECpzQfr5+bn82q7IzoDQXilYsKDmVATOBoRr166V6+nNaa+MRFOmTBnNhxCUayAhHHv4jwGhLa2A8ObNm7K38m+//QYg62ELZUqa//3vf3J9BoT0IGFASL6AAaFJiYmJqF69uvyRmp1v6MSJE3Idezcc1eOmWw8B88svv8hl9m70K8PnlStXzlQbzWJA6Dt3N8wEhBUrVsQnn3xiOIn3yZMn0bt3b5QrV87u9mJjYy3WVZ5EDQoKMrxRoEcdEPbp00e+Tvfu3e3Ow6keYsSRYj2XSXYFhOqn47QcPnzYqfa3a9fOYjtmAsLbt29j5MiRqFmzpnzK3Oz+AdwbEG7cuFFuS+uCUOn1WqFCBZuLOnd95mZkR0A4dOhQ3W2oe1r98ssvuvVWr14t61kfo9VhliNFr1ejPRcvXpTfpzZt2tgsV+bUyZ8/v+6DLD/++KNsR+HChdG9e3csXLhQczhSd2APwixKQGh901Xt1q1b8nVHjBihW+/vv/+W9X7//XeLZcrweY6Wf/75x9T7VDAgJF/HgDBHT6F1KccgdwaE1j2g1DIyMuQ29HrDAJbXmtYP3FjPo2e27Nu3z+571HtP9kYfSEtLk6NBqIfEPH36tFNtbd26tcX2HQkIL126JOuq5yFUejIqc4N169YNQljOQ6hMI5I3b16bcyXrefTMFvVDa+7YBmA5B6ER9b2Gs2fPGtbVo6xvLyBLS0uTc2KrH3xT5l5XzmdGjBgBISwDcvWUBNYjm0ydOlUu27Fjh2EbZs2aJetu2LDBwXdqiz0Is5gJCCMiItCrVy/NOTMB5wNC9Xdj4MCBNssTExPlEMZay4Gs65c8efJACIHhw4ebfm3OQWhLKyAEIKdHefnllwH8F+z6+/tb3JfiHIT0IGFASL6AAaEJ//77r7yZKYTAN998Y3rdzMxMOSTpww8/bFj34YcflidN1je/jxw5Il9f74kowPJCp1OnTqbbaQYDQt+5u6G+SFFPFH/w4EEcP37ccN45xcqVK+XQLmaKdY+uli1byu+zM5SAUF1q1aplOOSQQrnAdLRYP7GcXQGh3pCKCuUJWkfLc889Z7EdewHh0aNHTYW/Rsc+dwaEGRkZch6V559/3mLZ+fPn5QWb1vw47vrMzciOgNCoHWZ7gqqfnLWeE0/p/e5oceV7/9xzz0Hrgk8deL711lu662dmZmLAgAGawXWVKlXwySef6N5ccIYrcxDu3r3bbe1wRHYGhEY3LNSva/SUvvoGiPUNhyZNmjj1nXT0JgADQvJ1DAhz9BRal3IMcmdA2LVrV1OvaRQ4GAVi6jnsHSn2hn02ek96w8SrKb1F1Od66utMR4r15+FIQAgA1apVgxCWIzlUrlzZ4u/Wr7/+CiEse3y2bdsWQmQNh2pNGRbb0aJurzu2AfwXEJYvX95wP8ycOVNuw9k58cx8XxXKOaJ6HsIWLVpAfV6hjEKgnodQmUpFK/AcPXq0bIO9aVbWrVsn6y5cuNCBd6nNlTkI9eYGzQmNGjWCEFnzgZuRmpoq2611PasOCF955RWLOeCOHj1qahQIZwNC9ZQMWtes6mHvDxw4oLsd5QHAypUrm35tBoS29AJCZZqCwMBAXL9+XU6rYn0dw4CQHiQMCMkXMCC04969e/LJKiHsz22lRT2EhfVNW8WePXtknV69emnWUcbbDw8P133STH1ibG+OM0dle0CYkZF1tZ+bip2ecM5y9CLF2pUrV+R8cAULFsSIESOwd+9eJCYmWgztuX79evk6O3futNiGuwLCvHnzyuFAhBD4+OOP7a6rvjGzYcMGUxN/x8fH28zvmV0BoXWQZ039+Y0aNcp0+63DEnvBkjI8k5+fH95//31s2rQJ58+ft5iP8t69e3IbWiGWOwNCAOjXrx+EyAqVrqru/qmHPtLqQeSuz9wMXwwIlRt39erVM71v4uPjner9q1APeaoeMubTTz+V/2497KSWEydOYOTIkWjWrJnNQwuBgYGYMWOG021UczQgVP+9NTuqgLv5ckConFuVK1fOoe9kcnKyqfepYEBIvs7Md5in0NlPOZb5UkCohDBFixZ16DjrzBQVynsy84CqVkCovhb+4osvTLfVOlxxNCD84IMPIMR/8xCeP39enhsr56FK70ZlHkL1VAD9+/fX3aYQAnFxcabfi3poT3dsA/DegFA5h1LmIUxNTUVISIjFzf6UlBQ5HKEyfYAyrUL79u11tymEsDvftqcDwr59+8r6RnN2Zjf1aBhG03cobt68KetrDX1sNAehWc4GhO+9955cz3q4ZeC/615HivUD0HoYENrSCwhTU1PlcNJjxoyRv3vr3yEDQnqQMCAkX8CA0MD9+/fRqlUr+cNUDyviiCNHjsgeEHXr1kVSUpLF8qSkJHnC4u/vr3vQUA/9oXUicfz4cRnqPPTQQy7d2NWS7QEhuY2rAaH6JNHoKeIFCxbIetYBoXqIUaP59vSoA8L79+/jhRdekK81YMAAw3XVTwi6csLoqYDwwIEDpm6+22MULO3fv18uGzlypO42zp07J+vlREConktw4sSJ8t9r164NIQQef/xxzfXc9Zmb4YsBodILPifnX0hKSkLBggUhxH/D6mZmZqJs2bIQImv+D3vDBVtLTU3Fjh078OGHHyIoKAhCZD317Oiwk1ocDQh3794t61sPcZZTfDkgVOZLLly4sKl2O4vnH+Tr+B32DsqxzJcCQqVnRlBQkN05CF3l6hCjR48eNXVeao+jAeH8+fNl/UOHDmHu3Lma50vKnHHLli2zOFdduXKlzTY/++wzufzcuXNOvQ93bAPw3oBQfQ61du1a/PnnnxDiv/kHFUpPuwkTJiAxMRF+fn421wgKXxpi9Pfff5f1jYZ0z27KdYoQ5uYeVZ8ra7XbUwFhRkaGxWgp1g+AJiQkyGWOlPfff9/U6zMgtKUXEAKQ08coDwCEhobaPADIgJAeJAwIyRcwIDTwyiuvyB9l8+bNceDAAcMn9oyeVFP3mKhduzYWLlyI6OhoLFy4UN74FkJg8ODButtIT0+36M3Yvn17rFu3Dvv27cPEiRNRvHhxebN0zZo1bt8fDAh9h6sBYY8ePSCEQPHixQ3rqU/MrANCZW4OIcw/faemDgiBrMC+devWcpuffvqp7ro7d+6U9dQ9lxylntcuJwPC+/fvy6fplPH5nWEULCk3QIQQhr/LZcuWyXpaIZYj+8hssKYM99SgQQOb96EXRrjrMzdDOZ77UkD47rvvyt/T9evX7bbbXZR5e5Qbb1u2bJH/r553xhnqm3pffvmly211NCDMzMyUPfvz5MmDQ4cOudwGR/lyQKi+gW49j5A78fyDfB2/w95BOV75UkCoHn1h7969dtvtCuU9hYeHGz6kqg7Xvv76a/nv6enpslee9TDzjlDPZWgmILx48aKsP3nyZNkLyfpvoDKfY9++fTFu3Dj5t19r2oYlS5bIbTrbO80d2wC8NyBMS0tD/vz55fngqFGjNM9llLkYIyMj8dtvv8nX0BoicteuXabOTQDLIVwvXrzo0PvU4ui1d0pKCkqUKAEhBEJCQtxynekMZb8LYTtXtBb16CATJkywWe6pgHD58uVynUaNGtksV9+LmzZtGhYsWGBYlOFuCxcubDGyjh4GhLaMAkLrIaW1visMCOlBwoCQfAEDQgPqP1pmitGJd0ZGhpzwXK+8++67dntTJCYmol69errbCAoKwvTp0928J7IwIPQdrgaE3bt3hxBZw4vqzfl39+5deWEjhG1AqJ5nTGsYGHusA0Ig62JKGS5JCP0hf1NTU2XbqlWrZmrIFC3qp0vdMdeZ2YAQANq1awchBAICAnD8+HGnXs8oWFK/N2XYHi3q/a0VYjmyj8wGhOr5BE+cOIHPP/9c3og5f/685jru+szNUG5W5MmTx+6cmN4SEK5YsUIuGz58uJ136D7qY9Fnn31mERi62uvvypUrclsfffSRy211NCAEgNmzZ8t1nnrqKVM3EYCsv+XueJDHlwPC2NhYuax79+6m2u4Mnn+Qr+N32DsoxytfCggPHz4se1yZmRvQFcp7shc0qIMZ6+vJTp06yfOrhIQEp9px+fJluf0pU6aYWqdKlSoQImseQuW/rf9mKee7tWrVwosvvgghBOrUqaO5vZs3b8oH/Ro2bGhq/vTs2AaQswGh0hvI6CFONWV4y6eeekr+t/U5xbZt2yBE1jyEyvyDRYoU0dwfKSkpKFy4MIQQqFmzpu59ldu3b6No0aIQQqB69eqOv1ENzlx7qx+mbdu2relevmfPnnVqnlAte/fulW3o0KGD3frqh3W1QlpPBIRXrlxB6dKl5TqrV6+2WJ6RkSFHL9EbicaaOqA3M20PA0JbRgEhADz66KMICgpCUFAQtm/fbrOcASE9SBgQki9gQGhAK4AzKvZOvAFg9erViIyMROnSpREYGIjSpUsjMjLSoRuFaWlp+Omnn9CoUSMUKVIEwcHBqFSpEt57771sfQqfAaHvcDUgHDNmjOFJYlpaGl577TWL7791QAj8N4ScEALjx4/Xfb07d+7YzJmhFRACWaGKMr+hEFnzlGgZP368rNO5c2fDYU5v3ryJH3/80ebf1XMsbt68WXd9sxwJCKOjo5EnTx4IIfDYY48ZPt2alpaGWbNm4fLlyxb/bhQsqZ+y1Rs+Wb0P9UIsR/aR2YDw+PHjcpsjR45E5cqVIYTAM888Y7ieOz5zM9RDGJ04ccKwrrcEhJmZmahVqxaEyAqdly9fbtjuuLg4twRYmZmZ8qZh2bJl5TDYypCjetLS0jB//nzDmyVz5syR71frKWZHORMQAv9dwCo3jvVCbMWyZctQvnx5p+Y0tubLASEAtGnTxvSN3KNHjzo1tzLPP8jX8TvsHdTHeXu8JSAEYHG+Pm7cOMPXO3nyJObPn29YR486IKxQoYLNOSmQFfb4+/vrngccOHBATstRvXp1w6E109PTMXfuXJs66iFMP/nkE1NtV3oNKuco6vkHFcp+9vPzk8On9+vXT3ebAwcOtDjPNnoI+PLly5oP+LpjGzkZEFasWBFCCLz66qum6iu91/z9/W3mH1QkJyfLIeWVHqbt2rXT3eaAAQPk+9B6IC4zMxNdunSRdX766SfH3qQOZ66909PT0aRJE7leZGSk4dzoGRkZmD17NooVK6Y5xKqz1HPzLVq0SLfejBkzZL1mzZpp1snpgHDnzp1y+F8hBN566y2bOps2bZLLv/rqK1NtuHfvnvxOvvDCC3brMyC0ZS8gtIcBIT1IGBCSL2BASKYxIPQdrgaEp0+flhfX+fLlw+DBg7F582ZERUVh5syZclhc9ZC3WgHhxYsXUbJkSVnn2WefxZw5cxAVFYXo6GgsWbIEPXv2RFhYmM36egEhkDW3WfPmzS1CJGsZGRkWN5+rVq2KcePGYfv27di/fz+2bduGKVOm4PXXX0e+fPkQERFhs43r168jICAAQmQ93bpp0yYcOXIEx44dw7Fjx0z3FlI4EhACwOjRo2X7w8LCMGjQIKxfvx779+/Hrl27MG/ePPTq1Uv2nDt27JjF+kbBUnp6OqpWrWoRqK1atQqxsbH4/fff8fLLL9t8xlohliP7yJG5++rXrw8hhHwSWAiBn3/+2XAdd3zmZqgv6tq2bYudO3fi6NGj8j2rQy1vCQiV7Sg3V/z8/NCuXTvMnz8fUVFRiImJwerVqzFy5EjZS90dARbw329ZXb7//nvDdZR9U6pUKfTu3Rvz5s3D7t27ERsbizVr1qBv374WN4zcMTSTswHh7du3LR5ayJcvH7p164b58+dj165dct+OGDFChrTu2r++HhBeunQJERERsk7Lli0xc+ZM7N27F7GxsVi/fj2+/fZbNG3aFH5+fnZvpmvh+Qf5On6HvYNynPK1gPD69esWc3M1adIEP//8M/bs2YO4uDhs3LgR3333HVq2bIk8efI4NeqH+j3VqlULAQEBiIiIwKRJkxAVFYWdO3di8ODBsoeZv7+/7pCnEyZMkG0NDQ3FJ598grVr1yIuLg67d+/G/Pnz0adPH5QqVQpCCMTHx9tsQzl3LVKkCObPn4+EhAR5jqY1zLp62H0h9OdrVoegQgisWLFCd3+kpKTI835lv0yaNAl//vkn9u/fjy1btmDixImIjIxEYGCgZmDqjm3kZEDYuXNneZ4/ZcoUxMfHy/1+5coVm/rKvIPqz1vrwbCmTZuaPoe8ffu2xfe9ffv28vpm6dKlck5DIbKmMnDX3JzOXntfuXLFYnSoQoUKoWfPnliyZAn27NmD6OhorFy5EoMHD5ZTMAihPQejs/766y/52/Tz88Prr7+OxYsXIyoqClFRUVi4cCHat28veyMXKFBAd2oddweEo0ePtpjSZ/fu3Vi5ciVGjBiBBg0aWHwvIiMjNa/N1YGwI9MBKNMN+fv72zwwYM2VgLBTp06G0xgp5fDhw6bb7ihfDwgXLlxoah9qHYeIcgIDQvIFDAjJNAaEvsPVgBAApk2bJnuwaZXOnTtb9B7TCgiBrAuF6tWr625Hb32jgBDIerJPfcGoFbCkpKTIudfslUceeUTzdT766CPddbRCGCOOBoQAMGnSJHnRZlSCgoJw9uxZi3XtBUtRUVEyMNIqderUwdmzZw33sSP7yJGAUH2hoqxj3ctUizs+czPUvWOtizqs8qaAEAAOHjxocYPBqIwZM8aBPaLvyJEjFtsNCAiwe6Gt3jdGJSwszC29ewHnA0Igq8fCkCFD5NPG9kq7du1w8uRJl9vs6wEhkDVU1pNPPmlqv/Xp08fUe1Tj+Yf3yswEli4FJk8Gbt3ydGu8F7/D3kE5DvlaQAhkPYzRuHFjU8fZbt262X1/9t7T9OnTZU9B6xIYGGh4LgNkXYOY+XsaGBho83AcAKxatUqGGdZFa1+eP3/eoo7e3z8lbBMiaxjUGzduGL6P27dvy5DBXtEbJcPVbeRkQLh//3758JZ10fqup6amWnzOeucx6t+TEAJ//fWXYTtOnTqFhx9+2HBfPf30026dk9uVa++kpCT06dNHPpxrVPLkyYMuXbq4fc7CP//8U4buRqVs2bKGvbXcHRCaKRUqVNCdYufu3bsoUKAAhNAP/vWo5zq3N7+9KwGh2eLsg61m+HpAaLa46+FXckFmJpCaar84Oay2t2JASL6AASGZxoDQd7gjIASyLhYiIyNRtGhRBAQEoFSpUmjdurU8cdy4caN8Hb2AEMi6eT5jxgy0adMGJUuWREBAAEJCQlCtWjV07doVK1eutBk2x15ACGSd9KtveHz77bea9eLi4tCrVy/UqFEDoaGh8Pf3R+HChVG7dm289957+P3333XnrMvIyMDkyZPRqFEjhIWFyaGPhMiZgBDI6on5xRdfoEGDBihatCj8/f1RoEABVKtWDa+++iqmTZumeZFrJlg6efIk3nvvPZQrVw4BAQEoUqQI6tevjwkTJiAlJcVUiGV2HzkSEF69etXi5tIrr7xicm9lceUzNyMlJQWjR49G3bp1UahQIYsbUd4cEAJZv8fZs2ejXbt2KFu2LIKDg+WQ18888wy++OILuzdfHKX0CBVC4MUXXzS1zt9//43Ro0ejbdu2eOSRRxAeHg5/f3+EhYWhQYMG+PLLL5264NTjSkCouHz5MsaPH4/WrVujfPnyyJ8/PwIDA1GyZEk0b94cw4YNc+vfwQchIASyhvxatmwZOnbsiAoVKiBfvnwICAhA8eLF0ahRIwwaNAi7du0y9f6s8fzDew0eDAiRVWrUAOxMw51r8TvsHZRjmS8GhIpVq1ahc+fOqFSpEkJCQhAQEIBixYqhYcOG6N+/v+Y8UGZZv6c9e/bgtddek9NqREREoEuXLqbnH758+TJGjBiBp59+Wp775s+fH1WrVkX79u0xZcoUw3OALVu2yGk9lJEujPalMpy90d8rdYhmdi4zIGsYxO7du6NatWooWLAg/P39ER4ejnr16qF3795Ys2aN3Z5szm4jJwNCIOv8u1OnTihXrpxFWKj3XW/RooXd8wn1dW14eLip+Rjv37+PSZMmoWnTpihSpAgCAgJQokQJPP/885gzZ47hcK3OcMe19+nTpzF69Gi0aNEC5cqVQ758+RAcHIyIiAg899xz+Prrr20eBnWnpKQk/PTTT2jbti0iIiIQHBwsX/+FF17A1KlTkZycbLiN7AwIlWuAChUqoEWLFhg0aBDWrVtn+Fmq5wrXm5ZEz+3bt+V3WG++UQUDQlsMCMnGtWtAXBwQHW2/GEwV44sYEJIvYEBIpjEgJCIiIl/C8w/vVabMfwGhEFn3DMgWv8NERERE5LMyM82HgwwIGRCSRzAgJNMYEBIREZEv4fmH9ypQwDIg3LbN0y3yTvwOExEREZHPSk01Hw4yIGRASB7BgJBMY0BIREREvoTnH94rMNAyIHTTdKIPHH6HiYiIiMgnaM0zmJTEgJABIXk5BoRkGgNCIiIi8iU8//BOmZmAn59lQLhhg6db5Z34HSYiIiIir+fIPINJSbZBolJMzDXrSxgQki9gQEimMSAkIiIiX8LzD++UlmYZDgoBrF3r6VZ5J36HiYjI2t27dxEfH+9USUtL83TzyUmXLl1y6jM/duyYp5tOD7pcPs+gEQaE5AsYEJJpDAiJiIjIl/D8wzslJdkGhKtXe7pV3onfYSIisrZx40Z5b8bRcu7cOU83n5zUv39/pz7zGjVqeLrp9KBzZJ7BuLgHrpegEQaE5AsYEJJpDAiJiIjIl/D8wzvdumUbEP7xh6db5Z34HSYiImsMCHMnBoTktcwGhHFxWUOR5iIMCMkXMCAk0xgQEhERkS/h+Yd3Sky0DQiXLfN0q7wTv8NERERE5DUyM23nDUxKMjfPYC7qOahgQEi+gAEhmcaAkIiIiHwJzz+808WLtgHh0qWebpV34neYiIiIiLzCtWvm5xrMRfMMGmFASL6AASGZxoCQiIiIfAnPP7zT6dO2AeHixZ5ulXfid5iIiIiIPC4z03w4yIBQYkBIvoABIZnGgJCIiIh8Cc8/vNOxY7YB4YIFnm6Vd+J3mIiIiIg8zuw8g8pcg7lwOFEtDAjJFzAgJNMYEBIREZEv4fmHd/rnH9uAcO5cT7fKO/E7TEREREQeZzYgjIvLGoqUADAgJN/AgJBMY0BIREREvuTIkSM8//BCf/1lGxD++qunW+WdeA5NRERERDkuMzMrFFRKUpJtGJiUZFknNZU9B60wICRfwICQTHPlIHXixAkkJCQgISEB6enp2dRCIiIioizp6eny3OPEiROebg6pREXZBoQzZ3q6Vd6JASERERER5ahr18zNN8h5Bu1iQEi+gAEhmebKQerSpUvyJt01djUnIiKibHbt2jV57nHp0iVPN4dUdu2yDQh//tnTrfJODAiJiIiIKMdkZpoLBxkQmsKAkHwBA0IyzZWDVHJysrxJl5CQgCtXriA5ORmZ7HpOREREbpKZmYnk5GRcuXLF4rwjJSXF000jla1bbQPCqVM93SrvxICQiIiIiLKF9TCiekOJ6s01yHu6djEgJF/AgJBMc/UgdeHCBYubdQkJCTh06BCOHj3KwsLCwsLCwuJyOXTokM25xoULF7LhrIhcsWGDbUA4ebKnW+Wdjh5lQEhEREREbmZ2GFG9cJCjw5ni6Lk8A0LyBAaEZJqrB6nMzEwkJiba3LhjYWFhYWFhYcmOkpiYyNEKvNCqVbYB4aRJnm6Vd2JASERERERu5cgwotHRWb0K1b0MeX1lGgNC8gUMCMk0dx2k7t+/j+vXr+Ps2bM4fvy4x3sbsLCwsLCwsDwY5fjx4zh79iyuX7+O+/fvu/EsiNxp2TLbgPD77z3dKu909CgDQiIiIiJyo9RUx3oLMhB0mqPn8gwIyRMYEJJpPEgRERERkasWLbINCMeP93SrvBMDQiIiIiJyK7MBIYcSdRkDQvIFDAjJNB6kiIiIiMhVc+faBoTffefpVnknBoRERERE5FZaAaH1MKIcStQtGBCSL2BASKbxIEVERERErpoxwzYgHDPG063yTgwIfc+wYcPkNVNuUb58eQgh0LVrV083hXzUqVOn5O9m5syZnm5OrsH97jxlvw0bNszTTSFynFZAmJrq6VY9kBgQki/IPVct5DIepIiIiIjIVVOn2gaEX3/t6VZ5JwaEOUN9k9yVAjAgpNyjadOmLv9mlFCKQZVncL87z5mAcOvWrS7/ZsqXL6+7/atXr+L7779H27ZtUbFiRRQoUABBQUEoWbIkmjVrku2yyQAAIABJREFUhiFDhuDgwYOuv3mVzp07y7adO3fO1DoREREQQqBy5co2y9LS0nTfe2BgIEqUKIHmzZtj3LhxuHnzpub2N27cqLl+3rx5ERYWhgoVKqBJkybo168ffvvtN6fnLc/MzES5cuXk9nv27GlY/4knnnD581+yZAkA4M6dOw6v+3TDhv/1DExKcjggnDhxosvtb9u2rdxe+/bt5b8nJibafb1HH33U1Ody+PBhm9c1s30zZfr06abaoMaAkHxB7rlqIZfxIEVERERErpo0yTYgHDnS063yTgwIcwYDQtd4S0DIsCNnMSD0fdzvzlP2mzcEhOnp6Rg+fDgKFChgahvPPfccDh065Jb9kJMBoXUpVaoUdu/ebbMNvYBQrxQvXhyjRo1CWlqaQ+998+bNFtsJDw83DBs9HhDWqmU836CXB4RCCPz99992P5chQ4bYrMeAkMhY7rlqIZfxIEVERERErho/3jYgHDHC063yTgwIc0Zqairi4+N1i3INVLduXcN6uRUDwtzp5MmTur+FyMhI+VmsX79et55eDyDKGfzNOE/Zb44EhHfv3tX9Laxfv15uMzIyUrfekSNHbLbZpk0buW5QUBC6dOmCOXPmYMeOHYiJicHq1asxfPhwPPbYY7Je//793bIfsjMgrF+/vsV7j4mJwfz58/H000/LOmFhYbh06ZLFNtQBYZ8+fSy2sWfPHqxZswajR49Gy5Yt4efnZ/F6165dM/3eu3btCiGERTD722+/6dY/fvy47uf67LPPym3s3LlTt96tW7cAWAaETZo00a5/4ADiFy9G/IIFiF+wACeXL3cpILx+/bpuu3788UeL75ZevTNnzsjtORIQBgcHQwiBAQMGGLYxMzNTnpMo65jZ/vjx4w3P75Ry48YNw9fXwoCQfAEDQjKNBykiIiIictWYMbYB4RdfeLpV3okBoXdQroGaNm3q6aZ4JQaEZE25cS6EwKlTpzzdHNLB34zznAkIjag/C0eOpeqArmHDhjh9+rRh/eXLl6NSpUo+ERC2aNFCc/2MjAy0a9dO1hs4cKDFcnVAONLOEBXx8fGoVauWxd/5VBNz8d27d08Gg4MGDUK1atVkuOsMe2GZNXVAqO6VZ0FrnkG9EhcHZGY61XYAWLlypWzP2LFjTa3jSED42muvQQiB0qVLIyMjQ3eb27dvhxACfn5+ePXVV01vX+mZmR0YEJIvYEBIpvEgRURERESuGjnSNiAcMsTTrfJODAi9AwNCYwwIyRoDQt/A34zzvCEgXLx4sVyndu3auHfvnqn1bty4gZUrV7rQ2v94IiAEgCNHjsh6jz32mMUyRwJCICvsU/eu/OGHH+yuM2fOHFn/wIED+PLLLyGEQEBAgEO9EBUeDQjj4gAn2qyW3QHhihUrkCdPHgghsGHDBt1tdu/eHUIIPPPMM+jfvz8DQiKTGBCSaTxIEREREZGrvvjCNiD89FNPt8o7MSD0Do4EhPbmILQO02JjY/HGG2+gTJkyCA4ORuXKldGvXz+bm1m7du1Chw4dULZsWQQFBaFSpUoYOHAgbt++bbdN6enpmDVrFtq2bYtSpUohMDAQ4eHhePrppzFu3DgkJSXZ3YYR6/cUFRWFjh07okyZMggKCkKZMmXw9ttvm57z6tixY/j4449Rs2ZNFCpUCMHBwahYsSK6du2K6OhozXWUfW5UlBv5vXv3hhACJUuW1NyW+ka9n58frl+/blMnLS3NoveInmXLlll8bqGhoXjiiScwfPhw00OVObsNJaRT5iy7efMmhg4diurVqyMkJAShoaFo3Lgx5s6da6odjnA0ILQXVFn/rm7duoVhw4ahZs2ayJ8/P4oVK4bWrVtj165dFutduXIFQ4YMke85PDwcL730EuLi4ky9j9jYWHzwwQeoWrUq8ufPj5CQEFStWhU9evSwGepRT3x8PD788EPUrFkThQsXhr+/P0qUKIEWLVpgzJgxuHjxou66O3fuxJtvvony5cvLz/7xxx/HkCFDcPXqVbuvnZ6ejh9//BFPPvkkChYsiEKFCqF27doYO3YsUlJSHAoI3fFd1pORkYHNmzejf//+aNiwIYoUKQJ/f3+EhoaiVq1a6N+/v8XQhFqUOTGV4/T58+fRr18/VK5cGcHBwQgPD0erVq2wZs0aU22aN28emjZtisKFCyN//vyoUaMGvvjiCzksrjcEhI8//rg8Tv31119uaYejPBUQAkBoaCiEEAgNDbX4d0cDQgD4+++/5Tply5a1Ox+hMiSoEk6ePHlSDlc6ceJEU6+p5nJAmJmZFQiqS1KSbRiYlGRbz4Weg4rsDgijo6PlPn/rrbc0t5ecnCy/EzNmzGBASOQABoRkGg9SREREROSqTz+1DQitRoei/48BoXfIroBw9uzZCAwM1AyzqlatKudVGjt2rMU8SepSp04d3LlzR7c9Z86csRg+Tas89NBDpsMOe+/pl19+gb+/v+brBAUFYfHixYbbGjt2LAICAnTb6ufnh6FDh9qs50hAqO51oxVazpo1y2K9ZcuW2dTZu3evXL527Vqb5Tdu3EDz5s0N21O8eHHs2bNHd1+4ug11QHj48GFUqFBBdzu9e/fWbYczsjMgPHv2LKpWrar5PvLmzSu/Y3///bcMIrS+i1u2bNFtT0ZGBvr166f7uxNCwN/fH1OnTtXdRnp6ut1tKL8brddXgmy9EhoaatiT5s6dO2jcuLHu+nXq1EFcXJzhfgfc8122R/356pWQkBD8/vvvuttQB4R//vknihYtqrstowAjLS3NYmhC61KpUiWcPHnS5rjiKkcDQvVn98wzz7ilDc7wZECofMYFChSw+HdnAkIAFt/zffv26da7cOGC7M327bffyn9X5kasV6+e6ddUuBQQPvtsVi9AM70FTQyf6oycCAhnz54NIQTy58+Pu3fv2tRftGgRhBDIly8fbt26xYCQyAEMCMk0HqSIiIiIyFX9+9sGhG6aCueBw4DQOyjXQO4MCB9//HEEBgaievXqmDFjBqKjo7Flyxa8+eabcv3OnTvjt99+gxAC9evXx7x58xATE4N169ahTZs2sp5eD7Zr166hbNmyMhD58MMPsWTJEkRHR2Pr1q0YPHgwQkJC5E3vf//916n9o7ynWrVqISAgAKVLl8bEiROxb98+bN++HYMGDUJQUBCEyBp+Ta8X4Lfffivf02OPPYbJkydj06ZNiImJwbx589CgQQO5/Pvvv7dYNz4+HuvXr5fLv/rqK8THx1uUK1euAMjqVabUmzx5sk073n77bYtAoG/fvjZ1vvnmGxkSWffiTElJQZ06daAEVm+99RYWLFiAvXv3YufOnRg1ahSKFCkCIQTCwsI05wxzxzaUkK5YsWKoUqUKChYsiM8//xzbtm1DTEwMpk+fjjJlysj3uW7dOv0P2UHZGRA+9dRTCAkJweDBg7F9+3ZER0djwoQJKFSoEIQQKFiwIE6ePImyZcsiPDwco0aNwp9//ol9+/ZhxIgRMpQvV64c7t+/r9meXr16yddr0qQJZsyYgW3btiEqKgrTp09HjRo15PIVK1ZobuOdd96RdUqVKoVRo0Zh69atiIuLw/r16zFy5EjUqlVLMwz65JNP5LoVK1bElClTEBUVha1bt6Jfv34yRA8MDNTtORYZGSm38eSTT2LBggWIiYnB6tWrZQBWr149w/3uju+hGUOGDEGpUqXQq1cvzJkzB7t27UJsbCyWL1+OgQMHyt66wcHBSEhI0NyGEhBWrVoVRYsWRfHixfHNN9/gzz//RFRUFMaPH4/ChQvL3+3Bgwc1t9O3b1+5T6pVq4ZffvkF0dHR2LRpEz744APkyZPHYr95KiCcMGGCrP/dd9+5pQ3O8FRAeOnSJVmvatWqFsucDQi//vprU/t0zJgxEEIgT548OH/+vPz3yZMny/XN9phXuBQQNmpkfq5BHw4I7969i/z580MIgTlz5tjUf+GFFyCEQMeOHQGAASGRAxgQkmk8SBERERGRq/r0sQ0IP/7Y063yTmZuKmRkZuDq3au5qmRkZuTgp5A9AaEQAg0bNtScM6pDhw7yhnx4eDjat2+P9PR0izrp6emoX78+hBAoUqSI5nBob7zxBoTI6kF28uRJzfbExcXJG26fffaZ3fdn7z2VL19e9nxU27Jli+xZqNW74p9//pGhx7Bhw5CpMeRZRkaGDFALFChgM6yhI8MlPvLIIxBC4PXXX7dZVrFiRQgh8OKLL8rg01rr1q1l8GLts88+gxAChQsXRkxMjObrnz59GqVKlYIQAm+88Ua2bEMd0oWGhmoGIseOHUNwcDCEEHjppZc0X8cZ2RkQBgUFYe/evTZ1Vq1aJesUK1YMRYsWxfHjx23q/fjjj7KeVo+0DRs2yOU///yzZnuTk5Nlb6Py5cvb/P5WrFght9GgQQM5LKWWs2fPWvz/gQMHZO+kmjVraq67du1aWUfrO6jeF23atNE8PowYMULW0dvv7vgemnHq1CmkGgQX586dk6HSm2++qVlHCQiVz0Qd3Ch27twpe3R+9NFHNsvV+16vd/avv/5qsd88FRCqH2TYunWrW9rgDE8FhB9//LGs9/7771ssczYgXLdune421WrWrAkhBJo3b27x79evX5cPIAwePNj06wKuBYRNatdG/IIFdsutHTvcMpyolpwICAHgrbfeghACrVq1sqh79epVeY6hDCPsSEA4fvx4m4eKrIvewwn2MCAkX8CAkEzjQYqIiIiIXNWjh21A2KePp1vlnczcVLh69yrEcJGrytW79ufecqfsCAj9/Px0bzZt2bJFbiMkJERzDjwAmDFjhqz3999/Wyw7deoU8ubNCyEEVq5cadjmgQMHQgiB0qVL231/Ru9JCIGlS5fq1uvZs6fNzT6F0tuqbt26muGg4ubNm7I34rRp0yyWORIQKm2xnofwzJkz8vOJiYmR/63+DNLT01GwYEEIIfDJJ59YrH/nzh05B5K9eah++uknCJHVq1I9XJo7tgFYhnQ//PCD7jY6duwIIQTCw8MNX8sR2RkQGs35qP4uavUOBYCkpCQZivbr189muRL8tW/f3rDNCQkJ8rWsh/pUeruGhITgwoULhtuxpv6daAWhiu7du+ven1F6GAcFBem+fkZGhgw6tPa7u76H7vK///0PQggUKlRI8xihDgj/+OMP3e0oD1bUrl3bZpm656heIAr894CAJwNC5QEGIQT++ecft7TBGTkZEN6/fx8HDhzAe++9J+sEBATY/C11NiCMjo6W67366quadWJjY2WdGTNm2Cx/+eWXIURWD2Wjv2XWTAWEqnkG79y4YRFUmylLNNrrLjkVECoPcOTNm9fiYaQffvgBQgiUKFFCPlDlSEBopuTPn9+ZXcOAkHwCA0IyjQcpIiIiInLVO+/YBoRunv7qgcGA8MENCLV6pSmuX78utxEZGalbT32j0nqevEmTJsmAwrr3oTV1b6MzZ84Y1tWivKewsDDNnkoK9c3X0aNHWywrVqyY5r9rqVu3LoQQ6Natm8W/OxIQLly4UNZVDwWnzHFUo0YNAP/1JlTvX/V18erVqy22q96XWj0p1Q4ePCjrbt++3a3bAP4L6fz8/HDt2jXdbYwdO1Zuw6inmyOyMyDcv3+/7naU0MTPz8+mh6nao48+qvn7unXrluxBtmDBArvtVuZAGzFihPy3a9euyV5q1t9RM6pUqWLxHdSzb98+uU++/vpr+e/p6ely6OAXX3zRcBvqz956v7vre+iMW7du4eTJkzh48KDsvTNt2jT5GidOnLBZRwkICxcujIwM/V7mytyOoaGhNsuUuS0fffRRw/YtWbLE4wFhs2bNZH1nh3Z1h+wMCO2VwMBAzaEmnQ0IDx06JNd7/vnnNesoQ9Aq89xZW7p0qdyG0Tyn1uwGhNeuWcwzeGf7dofCLSGydxjNnAoIMzIyULp0aQghMG7cOFlXGfb3Y9WQJAwIicxjQEim8SBFRERERK566y3bgLBHD0+3yjsxIHxwA0K93glA1g0wZRvWPdTUTpw4IevNnj3bYpn1PHpmy759++y+R733ZD3cmrW0tDQ5/Jp6KMLTp0871dbWrVtbbN+RgFA9f5W6p5nSk7H3/39qoVu3bhDCch5CZa7EvHnz2twgHj58uFPvZdGiRW7dBmA5B6GRX375RW7DerhLZ2VnQKg1LK9CGX7O3ntu3Lix5nd227ZtTu37nj17ym1s2rRJ/rtWDyMjKSkpct133nnHsG5qaqocllf9ezpy5Ijcxpdffmm4je2qkMF6v7vre2jW6dOn8eGHH1r0AnXkOKUEhFpDGKsNHToUQmTNH6eWkpIig117+17paSwEexB6IiAsWrQounTpgvj4eM3tOxsQqu95vvbaa5ptUx5m0VoOZH2PlLku3377bdOvbRiW/T/27j1epnr/4/jKZavtsl0SURJFlEtRiorKEZUuR+ju9IvunY5KHU5KReTSTU5Up50GdbqdaotEIpWErdIZISTKJZfILcven98fc2b2rL0u853Lnu+sPa/n47EeD3vWrDWf2Xv5rlnf96zvt7jYEg6WDghtcxCW0TyDXtIVEIqUzNHatm1bEbEGu4WFhZHnMQchoI6AEMpopAAAAJCsvn3tAeGAAbqrykwEhM5LeQgIY3UAq3Q+e4Uq4SEG410Smcsq/J6uuuqqmM+tX7++GIb17ozo68x4ltJ/j3gCQhGR5s2bi2FY5yFs2rSppbMwPN9Y9B2fF198sRhGaDjU0qKHKIxnia43FfsQKQnpjjvuOM/fQ35+fmQfKmGeirIMCFVeN9Z7DodJpY+hN954I6HfffT/5+i7U2fOnBnzvUeLDq7//ve/x3y+0/+nhQsXRvYxceJEz+2///571997qo5DFTNmzIjc9aiyzJs3z7YPt79paW7HUjy/++ggNxPmIIznTrVUC88LaxjqXzAI3wF2wgkn2NZFB4RnnnmmZQ64lStXypYtW2LuP9GAcMaMGZHtbnX45tr7778fWe81jG14CNTq1at7fqEhmmdYdvCgNQD0CggLC8tsnkEv6QwIv/3228jjy5cvj8yVWvquawJCQB0BIZTRSAEAACBZf/6zPSC86SbdVWUmlU6FouIi2bpna1YtRcXuw8eVhfA1kJ8CwgsvvFAMI3SnRXQHa6wlkfnDwu/p6quvjvncWIHGQw89pFzr2rVrlX8fTm655RYxjJJ5CDdu3CiGERqecuvWUAgdvrsxPA9hUVFRZF62e++913WfhhG6k0H1vUQP7ZmKfYgQEHpxC5Nee+21yOtMmjRJ+Xe/cePGyD5SFRAOHjw45vNj/X+aNGmS5/ZeAWGqjsNYfv3118gdV9WqVZNhw4bJwoULZevWrfLHH39Envfxxx9H6nH6IkMqA8JYv/tMCAifeuqpyPPHjh2bkhoSET0f4MqVK5W2CbehTkNte81BqCrRgHDEiBGR7Z566inb+iuvvFIpwI5epkyZovTaKQkICwtDQ5FqkM6AUESkTZs2YhiG3HfffZHPIKNGjbI8h4AQUEdACGU0UgAAAEjWJZfYA8I4RmHKKvF2KqBs+DEgvOaaa8QwDKlSpUrMOQiTlewQo6tWrUqoM7e0eAPCadOmRZ6/YsUKmTJlihiG/S6Exo0bi2GE5iFcsmRJZJuCggLbPsN3MhiG+nB7ZbEPEQJCL25h0kcffRR5Hae5zVSka4hR0zQdhxiNDv2SGWI0VcdhLM8//3zkdWbPnu36vOh5/8oiINy/f7/y7z4ThhgtLCyMPP+8885LSQ2JeOCBByJ1qMw/uXfv3sg8n0516wwIo+d1LB1I7dy5U6pUqRJ3QNitWzel17aEZb/8EgoFw8u+ffaAcOvWkoDwootCz9Nw52BYugPCcePGiWEYcvjhh4thhIYMjv6ihggBIRAPAkIoo5ECAABAsi680B4QXn+97qoyEwFhZvBjQDhmzJjIui+//DJm3ckIv6fatWuLaZquz4sO1x5//PHI44cOHYrcURJ9J1S8oucyVAkIf/nll8jzn3/++cidMOH5B8PCQ/ndfffdkU7JChUqyG+//WbbZ3SI8frrryf0PlKxDxECQi9uYdLWrVsj89A5DTGoYvv27ZF9xDMHWdiJJ54oTkF1adH9M9H/n0zTlCOOOEIMw5CePXt67mPs2LGuv/dUHYex3HnnnZH2w0t0EFUWAaFIye++VatWnvt46623tAeEIiJt27aNbPP111+npI54TZ06NVLDk08+GfP5n3/+eeT50XO7hukKCL/++uvINo0bN7Z9sWbixImR9SNGjJDXXnvNc7nqqqvEMEJz1f7yyy8xX98Sls2ebQsEbQHhjh0lAeHFFyf0e0qldAeEmzZtkooVK3oeKwSEgDoCQiijkQIAAECyzj/fHhBG3fyAKASEmcGPAeH3338fCSlU5gZMRvg9GYYh77zzjuvzouc0K309efXVV0eCt2AwmFAdmzdvjuw/1txrYeFAoG/fvpF/l+4ofOWVV8QwQsPh9ezZUwzDkNNOO81xfzt37ozMpdaxY0cpTuCOjlTsQ4SA0ItXmHTWWWeJYRhSo0aNyFCz8erUqZMYhiG5ubny888/x7XtbbfdFnmvixYtcn3ezTff7Pr/qUePHmIYoTuI3cKJoqIiadWqlevvPVXHYSy33npr5HdVVOQ8fPTevXsj89aVZUAY/bsvLCx03Uf0HK86A8LoOTNPPfVU2bdvn9J2O3bscLwDOhE///xzJKg5/fTTYz4/+nfsNI+fjoBw79690rp168g2EyZMsD2nY8eOYhihYbtV7spfvHhxZH+jR4+O+XwCwvgCQhGRSy65RKpUqSJVqlSRV1991baegBBQR0AIZTRSAAAASNbZZ9sDwjLOL3yLgDAz+DEgFBHp06dPZP24ceM8X2/t2rUybdo0z+e4iQ4IGzduLJs3b7Y9Z968eVKpUiUxDEPatWtnW//tt99GOplbtmzpOaThoUOHZMqUKbbnRA9hOmjQIKXaw3cN1qhRQwzDOv9gWPj3fNhhh0n16tXFMAwZOHCg6z7vv//+yO/j7rvvdg09REKh5osvvlgm+yAgdOcVJn3wwQeR1zr33HM959Q7cOCAPPfcc7J//37L4++//35kHx07dnS82zSs9HH87bffRoZgbNOmjezatcu2zaxZsyL/X8444wzb+ujX79mzp2OgMXz48Mhz3H7vqTgOYwnflWsYhrz22mu29YcOHYp8gaCsA8Kvv/468sWK9u3bO87JGh6KOBMCQpGS4aTDx9r69es9nz99+nRp0qSJ4xyqierdu7dSGPbRRx9FzgNNmzZ1PJ7SHRAuX748Mp+dYYSGPS19J/wPP/wQWd+/f3/lOsLDU8e6I1VEpNcVV6gHhIWF8vvu3VkfEMZCQAioIyCEMhopAAAAJKtDB3tA2Lu37qoyEwFhZvBrQLh9+3Zp0qSJJex46aWXZOHChVJYWCizZ8+WsWPHSteuXaVChQrSq1evmO/P6z21adNGKleuLA0bNpTnnntOvvrqK1mwYIEMHjw4Mk9QpUqVXIc8feqppyK15uXlyaBBg2TmzJlSWFgoX3zxhUybNk3uuusuOfroo8UwDFm+fLltH+E7t+rUqSPTpk2TYDAoq1evltWrV8v27dttzy/d2e82rGN0CGoYhrz33nuuv48DBw5Ihw4dIs9t06aNPPfcc/LZZ5/JsmXLZO7cuTJ+/Hi57LLLJCcnxzEwTcU+CAjdxQqT7r777sjr1a9fX4YNGyZz5syRZcuWyWeffSavvPKK3HTTTVKrVi0xDEN+//132z5uuummyD4aNGggjz/+uMyfP1+WLVsms2fPlpEjR0rbtm0d24JBgwZFtm3atKm88MILsnjxYpk3b57ce++9kbkHc3JyZNmyZY7vIXy3q2EY0qFDB3n99ddl6dKlMnPmTOnbt28kBPP6vafiOIxlw4YNkbndDj/8cHnggQdkzpw5snjxYnnllVekXbt2YhhG5P92WQaEIiVDnhqGISeddJLk5+fLkiVL5OOPP5Zbb71VKlSoYPm96Q4I9+zZY7mjsUqVKtKvXz+ZOnWqfPbZZ7J06VKZMWOGPPbYY3LaaadFnpfKgHDjxo1y5JFHRvbdvXt3CQQC8uWXX8qSJUvkP//5j9x4442RcLBixYry6aefOu4r1QHhXXfdJcuXL48sX375pcycOVNGjRolXbt2jQTC4YDV6Tzx0EMPRZ4zc+ZM5TruueeeyHZed6SKxBEQFhaKbNsmv//+u+XcHv0evZay4veA8Mknn1T6/SUyHysBIfyAgBDKaKQAAACQrFNPtQeEf/6z7qoyEwFhZvBrQCgSmqfnnHPOsYRbbsuNN94Y8/3Fek8vvvhipBO49JKTk+N4h1C0F154ITKsodeSk5Mjq1evtm0/ffp0S4dv9OL0u9y4caPlOaXnHwyLDrwqVKggO3bs8Hwfu3fvlj//+c9Kv/fzzjuvTPZBQOguVphUXFwsjzzyiOuxHL1UrVrVcWjHQ4cOyZ133ul6PHqFQUVFRZYheZ2WvLw8mTVrlut73L17tyVUK72ceuqpsnTp0phtSCqO5VhefvnlyF2TTkvfvn1lzpw5kZ/LMiA8ePCg5/s9/vjjZc2aNUptdDwSDQhFQsfasGHDpFq1akp/p549ezq2n8kIBoPSvHnzmK9dq1YtmTFjhut+Uh0Qqiz16tWTkSNHOt5pW1xcHPmiTc2aNeXgwYPKdXzxxReR1/jb3/4WvVORgwctS6/LL488NxIQ7ttne578b6jf6IAwnsVrnuBk+D0gVF2uvfbauOsgIIQfEBBCGY0UAAAAknXKKfaA8LLLdFeVmQgIM0P4GsiPAWHY9OnT5dprr5UmTZpIbm6uVK5cWerWrSsdO3aUe++9V+bPnx/jnbkr/Z4WLlwoffr0kQYNGkhOTo40bNhQbrjhBvnvf/+rtL/NmzfLI49hoo0jAAAgAElEQVQ8Ip06dZIjjzxSKlWqJFWrVpVmzZpJr169ZOLEiY6dfWFz586Vyy67TBo0aBC508rrd9m0adPIc9yGGYsO0dq2bav0PkREFixYIP3795fmzZtL9erVpVKlSlK7dm05/fTT5Y477pAZM2bEnM8q0X0QELpTDZPWrl0r999/v7Rv315q164tFStWlOrVq0vLli3l2muvlcmTJ8vu3bs997F06VK5+eabpVmzZlK1alWpXLmy1K9fX7p16yZPPvmk57H86aefyrXXXiuNGjWSKlWqSI0aNaRt27YyZMgQpfkRTdOU8ePHy+mnny7VqlWT6tWrS9u2bWXkyJGyf//+uNqQVBzLXj7//HO5/PLLpW7dulK5cmU5+uijpXv37vLvf/9bREQ++eSTtASEYYFAQM455xzJy8uT3NxcadGihQwZMiTy5YBMCgjDtm7dKs8884xcfPHF0rhxY6latark5ORI/fr1pUuXLvLggw/KihUrUlKvE9M0JRAISK9evaRRo0aSm5sbef2uXbvK2LFjHYfMLb2PsgoIK1SoIDVr1pRGjRrJOeecIwMHDpR33nnHM/T79NNPI9vfcMMNcdVRXFwsDRs2jISQpmmKbNsWuguw1J2Bvc4/3x4QetRFQBgbASGgjoAQymikAAAAkKxmzewBYc+euqvKTASEAAAA5UBxsWM46LrEcbciMhcBIfyAgBDKaKQAAACQrOOPtweEF12ku6rMREAIAABQDhw8qB4OFhZGhhOFvxEQwg8ICKGMRgoAAADJatjQHhBeeKHuqjITASEAAEA5oBoQFhaGhiJFuUBACD8gIIQyGikAAAAk66ij7AFh1666q8pMBIQAAAA+U1wcCgSjl3377GHgvn3253HnYLlCQAg/ICCEMhopAAAAJKtmTXtAeP75uqvKTASEAACgLPzxxx+yfPnyhJa9e/fqLj9zbdumPteghnkGt2/fntDfPBgMpr3W8oCAEH5AQAhlNFIAAABIVtWq9oCwc2fdVWUmAkIAAFAWVq9eHenji3dZsGCB7vIzU3GxejioKSAcP358Qn/zqlWrpr3W8oCAEH5AQAhlNFIAAABIVuXK9oDw7LN1V5WZCAgBAEBZICAsA6rzDIbnGtQwnCgBYXoREMIPCAihjEYKAAAAySgutoeDhiHSsaPuyjITASEAAIBPqAaEhYWhoUhR7hEQwg8ICKGMRgoAAADJOHjQOSDs0EF3ZZmJgBAAACADFReHPthGL/v22cPAffvsz9Nw5yD0ICCEHxAQQhmNFAAAAJKxd69zQNi+ve7KMhMBIQAAQIbZtk19rkEN8wwicxAQwg8ICKGMRgoAAADJ2LnTOSA89VTdlWUmAkIAAIAMUlysHg4SEGY9AkL4AQEhlNFIAQAAIBlbtzoHhG3a6K4sMxEQAgAAZBDVeQbDcw0ynGhWIyCEHxAQQhmNFAAAAJLx88/OAeEpp+iuLDMREAIAAGiiOs+gWzi4bZvudwDNCAjhBwSEUEYjBQAAgGSsW+ccELZoobuyzLRmzRoJBoOyYsUKKeYb6AAAAOkRzzyD+/bZg0Q+t2W94uJiWbFihQSDQVmzZo3SNvS9QwcCQiijkQIAAEAyVq1yDgibNdNdWWbasGGDBINBCQaDsmfPHt3lAAAAlH/MM4gU2LNnT+Rz/IYNG5S2oe8dOhAQQhmNFAAAAJLx3XfOAeEJJ+iuLDPt2rUr0rHw008/cRchAABAWWOeQSSpuLhYfvrpp8jn+F27diltR987dCAghDIaKQAAACRj2TLngPD443VXlpmKiooiQxOFQ8I9e/YQFAIAAJQV1YCQeQZRSnFxsezZs8cSDq5YsUKKioqUtqfvHToQEEIZjRQAAACSsWiRc0DYqJHuyjLX7t27LSFhuKNh1apVLCwsLCwsLCwsyS4rV1qX77+XVYsXW5fvv7c/T3fdLBm3OH1m3717t/LnfvreoQMBIZTRSAEAACAZn33mHBA2bKi7sszmFBKysLCwsLCwsLAksXz1lQQ//FCCM2fGXpYv118vi6+WeMNBEfreoQcBIZTRSAEAACAZc+c6B4RHH627ssxXVFQku3btkg0bNsiaNWu0f0OahYWFhYWFhcW3y8qVsmrCBFn1zDNqy3ff6a+ZJeOXNWvWyIYNG2TXrl3Kw4pGo+8dOhAQQhmNFAAAAJIxa5ZzQHjUUborAwAAQNbYutX5Q6nTkpcnYpq6K0YWoO8dOhAQQhmNFAAAAJJRUODc71Knju7KAAAAkDVUA8K8PJFAQHe1yBL0vUMHAkIoo5ECAABAMt55x7nvpVYt3ZUBAACg3DLNUCgYXoJB+wfSYND6nK1buXMQaUXfO3QgIIQyGikAAAAk4/XXnQPCGjV0VwYAAIByKRAI3QkY627BrVt1V4osR987dCAghDIaKQAAACQjEHDuj6laVXdlAAAAKHdMUy0cJCBEBqDvHToQEEIZjRQAAACS8a9/OffHHH647soAAABQ7sQz1yDDiUIz+t6hAwEhlNFIAQAAIBkTJzr3yeTk6K4MAAAA5Y5KQJiXFxrmAtCMvnfoQEAIZTRSAAAASMb48c79MhUr6q4MAAAAvmaaoUAwegkG7R88g0Hrc7hzEBmCvnfoQEAIZTRSAAAASMa4ce5f3gYAAAASEggw1yB8j7536MClOJTRSAEAACAZo0a599UUFemuDgAAAL5jmurhIAEhMhh979CBgBDKaKQAAACQjEcfde+rYXQnAAAAxE1lnsHo+Qb50IkMRd87dCAghDIaKQAAACRj6FD3/poDB3RXBwAAAN9RDQjz8kJDkQIZir536EBACGU0UgAAAEjGAw+499ns3au7OgAAAGQ00wwFgtFLMGj/YBkM2p/HnYPIcPS9QwcCQiijkQIAAEAy7rnHPSDcvVt3dQAAAMhYgYD6XIPMMwgfou8dOhAQQhmNFAAAAJJx553u/Ti//aa7OgAAAGQk01QPBwkI4VP0vUMHAkIoo5ECAABAMm65xb0fZ/t23dUBAAAgI6nOMxiea5DhROFD9L1DBwJCKKORAgAAQDJuvJEvegMAACBOqgFhXl5oKFLAh+h7hw4EhFBGIwUAAIBkXHede3/O5s26qwMAAIB2phkKBKOXYND+4TEYtD+POwfhY/S9QwcCQiijkQIAAEAy+vRxDwh//ll3dQAAANAqEFCfa5DhJ1DO0PcOHQgIoYxGCgAAAMm44gr3Pp6fftJdHQAAALQxTfVwkIAQ5RB979CBgBDKaKQAAACQjIsvdu/jWbdOd3UAAADQRnWewfBcgwwninKGvnfoQEAIZTRSAAAASEa3bu79PGvW6K4OAAAAaaE6z6BbOBgI6H4HQMrR9w4dCAihjEYKAAAAyejSxb2vZ9Uq3dUBAACgzMUzz2AwaA8SuXMQ5RR979CBgBDKaKQAAACQjE6d3Pt/VqzQXR0AAADKFPMMAq7oe4cOBIRQRiMFAACAZJxxhnv/z3ff6a4OAAAAZYp5BgFX9L1DBwJCKKORAgAAQDLatnXvA/r2W93VAQAAoEypBoTMM4gsRN87dCAghDIaKQAAACTj5JPd+4GWLdNdHQAAAFLGNO3zBwaDzDMIuKDvHToQEEIZjRQAAACSceKJ7gHhkiW6qwMAAEBKBALqcw0yzyAgIvS9Qw8CQiijkQIAAEAyGjd27xtatEh3dQAAAEiaaaqHgwSEQAR979CBgBDKaKQAAACQjAYN3PuGFi7UXR0AAACSpjrPYHiuQYYTBUSEvnfoQUAIZTRSAAAASEbduu79Q599prs6AAAAJE01IMzLCw1FCkBE6HuHHgSEUEYjBQAAgGR4jTY1f77u6gAAABAX0wwFgtFLMGj/oBcM2p/HnYOABX3v0IGAEMpopAAAAJCM3Fz3gPCTT3RXBwAAAGWBgPpcg8wzCMRE3zt0ICCEMhopAAAAJKNSJfd+ozlzdFcHAAAAJaapHg4SEAJK6HuHDgSEMWzZskUKCgpk6NCh0r17d6lTp07kP2q/fv1ibr9u3brI81WX4447znFfnTt3Vt5HWaCRAgAAQKKKi737jWbN0l0hAAAAlKjOMxiea5DhRIGY6HuHDgSEMXiFcGUVEHbr1s1xXwSEAAAA8Ks//vDuO5oxQ3eFAAAAUKIaEOblhYYiBRATfe/QgYAwhujQrVGjRtKtW7e4AsKDBw/K8uXLYy7XXHNNZL9Tp0513Fc4IGzfvn3M/ZUFGikAAAAkas8e7/6j6dN1VwgAAAAb0wwFgtFLMGj/MBcM2p/HnYOAMvreoQMBYQwPPfSQFBQUyObNm0XEekegSkCo4tChQ9KgQQMxDEOqV68u+/btc3xeOCDs3LlzSl43XjRSAAAASNSOHd4B4Xvv6a4QAAAAFoGA+lyDzDMIJIW+d+hAQBinsggIP/zww8g+b7zxRtfnERACAADAr7Zs8e5Teucd3RUCAAAgwjTVw0ECQiBp9L1DBwLCOJVFQBg9vOi8efNcn0dACAAAAL/asMG7T+nNN3VXCAAAgAjVeQbDcw0ynCiQFPreoQMBYZxSHRDu3r1bcnNzxTAMady4sRQXF7s+l4AQAAAAfrV2rXe/0r//rbtCAAAARKgGhHl5oaFIASSFvnfoQEAYp1QHhC+//HJkf0OHDvV8bjggrFevnpxxxhmSl5cnVapUkYYNG8qll14qkydPloMHDyZdkxsaKQAAACRq5UrvvqVp03RXCAAAkKVMMxQIRi/BoP0DWzBofx53DgIpQd87dCAgjFOqA8IuXbpE9rd69WrP54YDQq+lZcuWEgwGE6plw4YNnktBQQGNFAAAABKyfLl3QMgXzwEAADQIBNTnGmSeQaDMEBBCBwLCOKUyIFy/fr0cdthhYhiGdOzYMebzzzvvPLngggtk3LhxMmfOHFm2bJl8+umn8vTTT0uLFi0iddWrV0/Wr18fdz2xwsfohUYKAAAA8Sgs9O5veuUV3RUCAABkGdNUDwcJCIEyRUAIHQgI45TKgHDEiBGRfU2cODHm83fu3Om67uDBg9KvX7/I/q644oq46yEgBAAAQFn58kvv/qaXX9ZdIQAAQJZRnWcwPNcgw4kCZYaAEDoQEMYplQHhSSedJIZhSJUqVTzDP1WmaUrz5s0j9W3cuDGu7RliFAAAAGVlwQLvPqcXX9RdIQAAQJZRDQjz8hgPHihjBITQgYAwTqkKCBctWhTZT+/evVNW3+jRoyP7nTp1asr2K0IjBQAAgMR9/LF3v5PCgBoAAABIlGmGAsHoJRi0fygLBu3P485BoMzR9w4dCAjjlKqA8I477ojsp6CgIGX1TZ8+PbLf0aNHp2y/IjRSAAAASNyHH3oHhP/8p+4KAQAAyqlAQH2uQeYZBLSg7x06EBDGKRUB4cGDB6VOnTpiGIYcddRRYqbwWzgffPABASEAAAAyzvvve/dFjR+vu0IAAIByyDTVw0ECQkAb+t6hAwFhnFIREP7nP/+J7ONvf/tbSusbM2ZMZN9TpkxJ6b5ppAAAAJCot9/27ot6+mndFQIAAJRDqvMMhucaZDhRQAv63qEDAWGcUhEQXnHFFZF9LFu2LGW1maYpLVq0iOz7p59+Stm+RWikAAAAkLjXXvPujxo3TneFAAAA5UDpuQad5hl0CwcDAd3VA1mLvnfoQEAYp2QDwu3bt0tOTo4YhiGtWrVS3m7u3Lmyc+dO1/UHDx6Ufv36RWrr2bNn3LXFQiMFAACARL36qnef1JgxuisEAADwOdW5BoNBa4i4dSt3DgKa0fcOHQgIY1iwYIHk5+dHlughPDt16mRZl5+fH3N/EyZMiGw/duxY5Tr69esn1apVk2uuuUZeeOEFmT9/vixbtkwWLFggTz/9tLRs2TKy36OOOkrWrl2bxLt2RiMFAACARL30knc/1ahRuisEAADwsXjmGmSeQSDj0PcOHQgIY4i+K09liaVDhw5iGIZUrFhRNm3alPI6WrVqJf/973+TecuuaKQAAACQqOef9+6nGjFCd4UAAAA+pjrXIPMMAhmJvnfoQEAYQyoDwlWrVkWe171797jqCAaD8tRTT0mfPn3klFNOkXr16knlypWlWrVq0rRpU+nbt6+8+eabcujQoWTericaKQAAACTqmWe8+6oefVR3hQAAAD5Rep5B1bkGmWcQyFj0vUMHAkIoo5ECAABAosaO9e6vGjZMd4UAAAA+oDrPoNNcg9w5CGQs+t6hAwEhlNFIAQAAIFEjR3r3Xw0dqrtCAACADBfPPIPMNQj4Sjr63rds2SIFBQUydOhQ6d69u9SpUyfymv369UvZ6zz88MPKIzJ+8sknKXtdxI+AEMoICAEAAJCoRx7x7r8aMkR3hQAAABlOdZ5B5hoEfCcdfe9eQR0BYXYiIIQyAkIAAAAk6sEHvfuwHnhAd4UAAAAZTjUgZK5BwHfSHRA2atRIunXrVuYB4fLlyz2XPXv2pOx1ET8CQigjIAQAAECi7r/fux9r0CDdFQIAAGQ4p4Cw9DyDzDUI+FI6+t4feughKSgokM2bN4uIyLp168o8IERm4y8EZQSEAAAASNTAgd4B4T336K4QAAAgg5imPfgLBplnECindPS9ExCCvxCUERACAAAgUXfc4R0Q3n237goBAAAyRCAQGiZUZThRAkKgXCAghA78haCMgBAAAACJuvlm776tu+7SXSEAAEAGME31cJCAECg3CAihA38hKCMgBAAAQKL+8hfvvq3bb9ddIQAAQAZwmmfQbcnLY75BoJworwHhn/70J6lbt65UrlxZ6tatK507d5aRI0fKjh07UvZ6SBwBIZQREAIAACBR117r3b91yy26KwQAAMgAqgFhXl5oKFIA5UJ033tBQYFs2LDBc0mFdASEbkvNmjXl3XffTdlrIjEEhFBGQAgAAIBE9e7t3cfVv7/uCgEAANLMNEOBYPQSDNo/KAWD9udx5yBQrkT3vassqVCWAWGrVq1k6NChUlBQIEuXLpUvv/xSJk+eLN26dYu8ZsWKFWXGjBkpe13Ej4AQyggIAQAAkKjLL/cOCP/v/3RXCAAAkEaBgPpcg8wzCJR75Skg3Llzp+f6iRMnRl63QYMGsn///pS9NuJDQAhlBIQAAABI1EUXefd7pfB6FAAAILOZpno4SEAIZIXyNMSoiptuuiny2lOmTEnra6MEASGUERACAAAgUX/6k7WfKyfH+vN11+muEAAAIE1U5xkMzzXIcKJAuaej711nQBj9fgcMGJDW10YJAkIoIyAEAABAojp3tvZ11ahh/fnqq3VXCAAAkCaqAWFeXmgoUgDlXrYFhHv27Im89kUXXZTW10YJAkIoIyAEAABAojp2tPZ31atn/blvX90VAgAAlAHTDAWC0UswaA8Dg0H787hzEMga2RYQ7t27l4AwAxAQQhkBIQAAABLVvr21D6xRI+vPV16pu0IAAIAUCwTU5xpknkEgq2VbQLh48eLIa/fv3z+tr40SBIRQRkAIAACARLVpY+0Da9bM+vMVV+iuEAAAIIVMUz0cJCAEsl62BYT9+/ePvHaAoZS1ISCEMgJCAAAAJKplS2sfWOnA8NJLdVcIAACQQqrzDIbnGmQ4USCr+SUgzM/Pj2zz8MMP29Z/++23snr1as99TJo0KbKP+vXry549exKoHqlAQAhlBIQAAABI1AknWPvBOnSw/nzJJborBAAASCHVgDAvLzQUKYCslo6+9wULFkh+fn5kGTNmTOQ1O3XqZFmXn5/vuI9YAWF+fr5UrFhRunbtKuPGjZOPPvpIli5dKosWLZLJkydLt27dIttXrFhR3n///TJ5r1BDQAhlBIQAAABI1HHHWfvCOne2/tyjh+4KAQAAEmSaoUAwegkG7WFgMGh/HncOApD09L3369cv8hoqixOVgFBl33Xq1JF33323TN4n1BEQQhkBIQAAABJ19NHW/rELL7T+3K2b7goBAAASEAiozzXIPIMAXJSXgHDLli3yr3/9S/r37y/t2rWTY445Ro444gg5/PDDpUGDBtKjRw955plnZNeuXWXyHhEfAkIoIyAEAABAoo480to/dvnl1p8vuEB3hQAAAHEyTfVwkIAQgAf63qEDASGU0UgBAAAgUTVqWPvHrrrK+vN55+muEAAAIE6q8wyG5xpkOFEALuh7hw4EhFBGIwUAAIBEHXGEtY/sL3+x/nzuuborBAAA8KA6z6BbOBgI6H4HADIYfe/QgYAQymikAAAAkKiKFa39ZLfeav25UyfdFQIAALiIZ57BYNAeJHLnIIAY6HuHDgSEUEYjBQAAgEQUFdn7zgYOtP581lm6qwQAAHDAPIMA0oC+d+hAQAhlNFIAAABIxIED9r6zwYOtP59xhu4qAQAAHDDPIIA0oO8dOhAQQhmNFAAAABLx++/2/rNHHrH+3K6d7ioBAAAcqAaEzDMIIAn0vUMHAkIoo5ECAABAIrZvt/ehPfGE9ee2bXVXCQAAsp5p2ucPDAaZZxBAmaPvHToQEEIZjRQAAAASsXmzvV/t2WetP7durbtKAACQ1QIB9bkGmWcQQIrR9w4dCAihjEYKAAAAifjpJ3u/2gsvWH8++WTdVQIAgKxlmurhIAEhgDJA3zt0ICCEMhopAAAAJGLNGnu/2quvWn8+6STdVQIAgKylOs9geK5BhhMFkGL0vUMHAkIoo5ECAABAIr7/3t639sYb1p9PPFF3lQAAIGupBoR5eaGhSAEgxeh7hw4EhFBGIwUAAIBEfPuttW/tsMNE3n3X+ljTprqrBAAAWcE0Q4Fg9BIM2sPAYND+PO4cBFBG6HuHDgSEUEYjBQAAgEQsXWrtb8vJESkosD7WuLHuKgEAQLkXCKjPNcg8gwDSiL536EBACGU0UgAAAEjEwoXW/rZq1UQ++MD62LHH6q4SAACUa6apHg4SEAJIM/reoQMBIZTRSAEAACARn35q7W+rVUvkww+tjzVooLtKAABQrqnOMxiea5DhRAGkEX3v0IGAEMpopAAAAJCIOXOsfW716onMnm19rH593VUCAIByTTUgzMsLDUUKAGlE3zt0ICCEMhopAAAAJGLmTGu/2zHHiMyda32sbl3dVQIAgHLDNEOBYPQSDNrDwGDQ/jzuHASgAX3v0IGAEMpopAAAAJCI996z9sU1aSIyb571sdq1dVcJAADKhUBAfa5B5hkEkCHoe4cOBIRQRiMFAACARLz1lrUvrnlzkQULrI/VrKm7SgAA4HumqR4OEhACyCD0vUMHAkIoo5ECAABAIqZNs/bFtWol8sUX1seqV9ddJQAA8D3VeQbDcw0ynCiADEHfO3QgIIQyGikAAAAkYvJka3/caaeJLFpkfSw3V3eVAADA91QDwry80FCkAJAh6HuHDgSEUEYjBQAAgES8+KK1T+7MM0UWL7Y+VqWK7ioBAIDvmGYoFAwvwaA9DAwGrc/ZupU7BwFkHPreoQMBIZTRSAEAACAR//yntZ/unHNECgutj1WurLtKAADgK4GA2nyDzDMIwAfoe4cOBIRQRiMFAACARDz9tLWf7oILRL75xvpYhQq6qwQAAL5hmmrhIAEhAJ+g7x06EBBCGY0UAAAAEjFmjLWfrnt3ke++s/ffFRfrrhQAAPhCPHMNMpwoAB+g7x06EBBCGY0UAAAAEjFihLWv7tJLnacIOnRId6UAAMAXVALCvLzQMKQA4AP0vUMHAkIoo5ECAABAIoYNs/bX9eolsnKlvR/v4EHdlQIAgIxjmqFAMHpx+qZRMGh9DncOAvAR+t6hAwEhlNFIwU9++EHkwgtF2rUTee893dUAAJDd/vEPa//dVVeFztWl+/X279ddKQAAyCiBAHMNAsgK9L1DBwJCKKORgp9ceGHJNcLhh4vs2qW7IgAAstegQdb+uxtuEFm71t6vt2eP7koBAEDGME31cJCAEIDP0fcOHQgIoYxGCn5So4b1OmH+fN0VAQCQvf72N+t5+aabRNavt/fr8YUeAAAQoTLPYPR8gwwpCsDH6HuHDgSEUEYjBT+pUsV6rTB7tu6KAADIXrffbj0v33abyMaN9r69nTt1VwoAALRQnWfQLRwMBHS/AwBICn3v0IGAEMpopOAXxcUihx1mvV6YMUN3VQAAZK8BA6zn5b/+VWTTJnv/3rZtuisFAABpF888g8GgPUjkzkEA5QB979CBgBDKaKTgF6Zpv4Z4913dVQEAkL369bOel++7T2TLFvv5essW3ZUCAIC0Yp5BABAR+t6hBwEhlNFIwS/27LFfQ7zxhu6qAADIXtdcYz0vDx4culuw9Pl60ybdlQIAgLRinkEAEBH63qEHASGU0UjBL3bssF9HTJmiuyoAALLXlVdaz8sPPxyab7D0+XrjRt2VAgCAtFINCJlnEEA5R987dCAghDIaKfiF05xG+fm6qwIAIHtddpn1vDx8uMju3fbz9fr1uisFAABlxjTt8wcGg8wzCABC3zv0ICCEMhop+MX69fbri0mTdFcFAED26tHDel4ePdp5SPC1a3VXCgAAykQgoD7XIPMMAshC9L1DBwJCKKORgl+sWmW/vhg/XndVAABkr65dreflp54S2b/ffr7+4QfdlQIAgJQzTfVwkIAQQJai7x06EBBCGY0U/OK77+zXF+PG6a4KAIDsde651vPyhAkiBw/az9crV+quFAAApJzqPIPhuQYZThRAFqLvHToQEEIZjRT8orDQfo0xapTuqgAAyF5nnWU9L7/wgkhRkfOUQwAAoJxRDQjz8kJDkQJAFqLvHToQEEIZjRT8YuFC+3XGo4/qrgoAgOzVrp31vPzKKyLFxfbz9fLluisFAABJMc1QIBi9BIPO3woq/TzuHASQxeh7hw4EhFBGIwW/mD/ffu3x4IO6qwIAIHu1bm09L0+dGnq8QgXr4998o7dOAACQhEBAfa5B5hkEAAv63qEDASGU0UjBLz76yH7tcf/9uqsCACB7tWhhPS+/8Ubo8cqVrUMgjIMAACAASURBVI8XFuqtEwAAJMg01cNBAkIAsKHvHToQEEIZjRT8Yvp0+7XHwIG6qwIAIHs1bWo9L7/7bujxKlWsjy9erLdOAACQINV5BsNzDTKcKABY0PcOHQgIoYxGCn7x9tv264877tBdFQAA2atRI+t5+YMPQo/n5lof//JLvXUCAIAEqQaEeXmhoUgBABb0vUMHAkIoo5GCX7z2mv0aZMAA3VUBAJC96te3npdnzw49Xr269fEvvtBbJwAAUGCaoUAwegkG7RfiwaD9edw5CACO6HuHDgSEUEYjBb+YPNl+XdKvn+6qAADIXnXqWM/L8+aFHq9Z0/r4ggV66wQAADEEAupzDTLPIAAoo+8dOhAQQhmNFPzihRfs1yXXXKO7KgAAspfbnYK1azsHhwAAIAOZpno4SEAIAHGh7x06EBBCGY0U/OK55+zXJVdeqbsqAACy1+GHW8/LixeHHq9b1/r43Ll66wQAAB5U5xkMzzXIcKIAoIy+d+hAQAhlNFLwi3Hj7Ncml16quyoAALJXhQrW8/I334Qed5ubEAAAZCDVgDAvLzQUKQBAGX3v0IGAEMpopOAXI0far0+6d9ddFQAA2enQIft5ORgMrWvY0Pr4hx/qrRUAAPyPaYYCweglGHQ+qZd+HncOlinTDH3Z6tdfdVcCIJXoe4cOBIRQRiMFvxg2zH7NcsEFuqsCACA77d9vPy//8ENo3bHHWh//4AO9tQJALOvWidx3n8jYsSIHD+quBn5UXCzyyy8iv/+uuxIPgYD6XIPMM5hWBw6InHlm6Fdfs6bIggW6K4LfmKbIXXeFhvrv0YP/wpmEvnfoQEAIZTRS8IshQ+zXLOeco7sqAACy0+7d9vPy+vWhdY0bWx8vKNBbKwB4OXDAOnfq7bfrrgh+U1wsctVVoeOnTh2RTz/VXZED01QPBwkI0+4//7H++q+8UndF8JuCAusx9I9/6K4IYfS9QwcCQiijkYJf3Huv/ZqlQwfdVQEAkJ22bbOflzdtCq1r2tT6+Lvv6q0VALx8/LG1zTr2WN0VwW8WLvTBVBiq8wyG5xpkONG0GjfO+ic44wzdFcFvHn7YegxddJHuihBG3zt0ICCEMhop+MVdd9mvW049VXdVAABkp02b7OflbdtC65o1sz7+9tt6awUAL2++aW2zatbUXRH85pVXrMfQiSdqLkh1nkG3cDAQ0PwGsk/pKVXatNFdEfxm4ECm5MlU9L1DBwJCKKORgl/ccov92uWUU3RXBQBAdlq/3n5e3r07tO6kk6yPv/GG3loBwMvLL1vbrNxc3RXBb8aPtx5Dxx2nsZh45hkMBu1BIncOanHPPdY/zUkn6a4IftO/v/UYOvts3RUhjL536EBACGU0UvCLv/zFfj3TrJnuqgAAyE4//GA/L+/fH1p38snWx19/XW+tAODl6aetbVbFirorgt+MGGE9hurX11QI8wz61oAB1j9Nkya6K4Lf9OljPYZOP113RQij7x06EBBCGY0U/OKaa+zXM40b664KAIDs5DRS2aFDoXWtW1sfnzpVb60A4OXRR93bM0DFAw9Yj59atTQVwjyDvtW3r/XP07Ch7orgNz16MExtpqLvHToQEEIZjRT8olcv+zVNgwa6qwIAIDt98431nFyhQsm6tm2t6159VV+dABDLoEH264y9e3VXBT+5/fYMGaZWNSBknsGMUzrcOfJI3RXBbzp1YpjaTEXfO3QgIIQyGinosHNnaMjQU08VeeopkeLi2Nv07Gm/rqlbt+xrBQAAdkuWWM/JVaqUrGvXzrouP19bmQAQk9Nc5zt26K4KfnLddRqGqTVN+/yBTrf3M8+gL5x9tvXPVr267orgN61aWY+h44/XXRHC6HuHDgSEUEYjBR2GDLF+cFm0KPY23bo5f/ERAACk3xdfuHdknXGGdd2//qWvTgCI5eqr7dcZmzbprgp+cumlaR6mNhBQn2uQeQZ9ofTw7Dk5uiuC3zRuzIhbmYq+d+hAQAhlNFLQ4ZxzrB9cnnoq9jZdutivdY44ouxrBQAAdvPnW8/JtWuXrDvrLOu6F17QVycAxHLJJfbrjPXrdVcFP3G6Vi2zYWpNUz0cJCD0jeOPt//pVEZaAsJq17YeP3Xq6K4IYfS9QwcCQiijkYIOpb8dN3Jk7G06drR/YE7L0C0AAMBm9mzrObl+/ZJ1pedAef55fXUCQCznnmu/zli1SndV8JPSQ2sbRmhajTKhOs9geMgdhhP1hTp17H++P/7QXRX8orhYpFIl6/FTrZruqhBG3zt0ICCEMhop6FB66INhw2Jv43TRZRgiRUVlXy8AALCaMcN6Pj722JJ1pTvbJ0zQVycAxNK2rf0aY/ly3VXBT0480X4Mbd5cRi+mGhDm5YWGIoUvVK5s/xPu3q27KvjF/v3244dhajMHfe/QgYAQymikoEOtWtYPLoMHx96m9ITL4eXAgbKvFwAAWL37rvV83LRpybrzzrOue/ZZfXUCQCxNm9qvMZYs0V0V/KRevTIaptY0Q4Fg9BIM2l8sGLQ/jzsHfePAAee+jl9/1V0Z/GLLFudjiGFqMwN979CBgBDKaKSQbsXFoaFBoz+0DBwYe7tmzZw/8PCtOgAA0u/NN63n45NOKlnXtat1ncpcwwCgS9269muMzz/XXRX8JDe3DIapDQTU5xpknkFfc7spdONG3ZXBL374gS/UZzL63qEDASGU0Ugh3fbssX9ouf322NuVHpY0vGzbVvY1AwAAq6lTrefj1q1L1nXrZl03dqy+OgEglipV7NcYc+fqrgp+YZrO16lJDVNrmurhIAGh761Z4/xnXbtWd2Xwi8JC52No1y7dlUGEvnfoQUAIZTRSSLdffrF/aLnpptjbHX208weeTZvKvmYAAGD1yivW83G7diXrevSwrhs9Wl+dAODljz+crzFmztRdGfxixw7nYyipYWpV5xk0jFCQyHCivrZsmfOfdsUK3ZXBL+bN47sDmYy+d+hAQAhlNFJItxUr7B9arr029nZ16jh/4EnJ3A4AACAuL7xgPR+fdVbJuksusa4bOVJfnQDgZds252uM997TXRn84scfnY+hpIapVQ0I8/JCQ5HC1+bPd/7zfv217srgFwUFzsfQhg26K4MIfe/Qg4AQymikkG6LFtk/tFx5Zeztqld3/sCzenXZ1wwAAKwmTLCej889t2TdZZdZ1w0frq9OAPCydq3zNcYbb+iuDH6xfLnzMRTXMLWmGQoFw0swaN9hMGh9ztat3DlYTkyf7nwMLVqkuzL4Remh/8PLmjW6K4MIfe/Qg4AQymikkG4ffWT/0NKzZ+ztcnKcP/D8979lXzMAALB66inr+bhr15J1V1xhXffII/rqBAAv33zjfI3BTVlQ9fnnzsfQhx8q7iAQUJtvkLECy61p05z/5J9+qrsy+MXEic7HUDCouzKI0PcOPQgIoYxGCun21lv2Dy3dunlvU1zsfp3EsBsAAKTf6NHW83GPHiXrrrzSuu7hh7WVCQCeFixwvsZ46SXdlcEvZs50PoaUhqk1TbVwkICwXJs0yflPPmeO7srgF6U/l4eXZct0VwYR+t6hBwEhlNFIId3+9S/7h5boYcmc/PGH+3UShy0AAOk3fLj1fHzZZSXr+va1rnvwQX11AoCXGTOcrzEmTNBdGfzijTecjyGlYWrjmWuQ4UTLrTFjnP/sH3yguzL4xYMPOh9DX36puzKI0PcOPQgIoYxGCulWekgywxDp0MF7m99/d79W+uyz9NQNAABKPPyw9XwcPZ/w1Vdb1w0erK1MAPD0+uvO1xhPPqm7MvjFSy85H0NKw9SqBIR5eYx5W8499JDzn/6dd3RXBr+4+27nY2j+fN2VQYS+d+hBQAhlNFJIt2HD7B9a2rb13mbbNvfrpbgmfwcAACkxeLD1fHzNNSXrrrvOuu7++/XVCQBeXnjB+Rpj1CjdlcEvnnzS+RiyDVNrmqFAMHoJBu0bBoPW53DnYLn3t785H0Ovvaa7MvjFjTc6H0OzZ+uuDCL0vUMPAkIoo5FCut1zj/1Dy0kneW/zyy/uAeGsWempGwAAlLjvPuv5uF+/knX9+lnX3XefrioBwNu4cc7XGI88orsy+MUjjzgfQ5ZhagMB5hqEq//7P+dD4ZVXdFcGv+jVy/kYmj5dd2UQoe8dehAQQhmNFNLtppvsH1qOP957mx9/dL9+KihIT90AAKBE6aGM+vcvWVe6o2vgQH11AoCX0sMlh5chQ3RXBr+4917nYygyTK1pqoeDBIRZqXdv50Nh0iTdlcEvunVzPobeflt3ZRCh7x16EBDGsGXLFikoKJChQ4dK9+7dpU6dOpH/qP2iv/7sIT8/P7JNrCU/Pz/m/vbu3StPPPGEtG/fXmrVqiW5ubnSvHlzueeee+THH39M7g17oJFCul15pf1DS4MG3tusXOl+/cQHHgAA0u+226zn49tvL1nXv7913V//qq9OAPAycKDzNca99+quDH4xYIDzMTTqwd/dhxF1W/LyGFI0C114ofPhMH687srgF2ee6XwMTZumuzKI0PcOPQgIY/AK83QEhKtXr5YTTzzRdfsaNWpIQRndJkUjhXRz+mZTnTre2yxf7n4Nxbj8AACkX+kQ8O67S9bdcot13Z136qsTALyUbstotxCvvn2dj6FHjKHqwWA4HAwEdL8daNCxo/MhMXas7srgFyef7HwMKdyvgjSg7x06EBDGEB2+NWrUSLp165ZUQDhr1ixZvny567Jz507X/ezevVuaNWsW2deAAQPk448/li+++EJGjBgh1apVE8MwJDc3V5YtW5ai30AJGimkW4cO9g8tVat6b7Nkift11KuvpqduAABQ4oYbrOfjQYNK1t1+u3XdbbfpqxMAvPTp43yNMWCA7srgFxdd5HwMDTGGu1/EBoOhuwujF+4czFqnnOJ8mIwYobsy+MWxxzofQxMn6q4MIvS9Qw8CwhgeeughKSgokM2bN4uIyLp165IKCNetW5dwLUOHDo3sZ/To0bb1n3/+uVSqVEkMw5DOnTsn/DpuaKSQbi1a2D+0VKrkvc0XX7hfW730UnrqBgAAJa6+ulRHaNR8XXfdZV1388366gQAL927O19jKHYLAHL22c7H0L3GGPc7BQkDEaVRI+dD5aGHdFcGv3Cb5vTZZ3VXBhH63qEHAWGcdAWEBw8elLy8PDEMQ1q0aCFFRUWOz7vlllvKrCGhkUK6NWjg/MHF5fAXEZFPPnEPCP/5z7SVDgAA/qdXL+v5eNiwknV3321dd9NN+uoEAC+dOjlfY1x1le7K4BetWzsfQ3cazzqHgwwjilJq1XI+hh54QHdl8IPiYpEKFZyPoTFjdFcHEfreoQcBYZx0BYSzZs2K7GPUqFGuz1u4cGHkeYMHD07otdzQSCHdqlVz/uCyb5/7NrNmuQeETz+dvtoBAEDIpZe6D4N1zz3WdTfeqK9OAPDSqpXzNcYVV+iuDH5x/PHOx9CA3jsYRhQxFReLVKzofAwNHKi7OvjBnj3u/WXDh+uuDiL0vUMPAsI46QoIo4cXXbhwoevzTNOU3NxcMQxDzj333IReyw2NFNLp0CH3Dy47drhvV1Dgvh3fiAIAIP1KD8sXfT4eNMi67oYb9NUJAF6OO875GuOii3RXhoxlmpbQr07tIsdj6IY++3VXCh/Yt8+9r+P223VXBz/YtMn9GBo6VHd1EKHvHXoQEMYp2YCwS5cucvTRR0vlypWlTp060qFDB/nHP/4hGzdu9NxHr169IvvYuXOn53Nbt24thmFI3bp1Vd+WEhoppNPOne4fXDZtct/urbfct2PibgAA0u+CC9zv6P/7363rrr1WX50A4KV2bedrjAsu0F0ZMlIgYJnsq9gwpLLxh+Mx1PdyAkLEtnmze18HQ7RDxcqV7sfQ/ffrrg4i9L1DDwLCOCUbELothx9+uEycONF1Hx06dBDDMKRq1aoxX+/iiy+O7PfAgQOqb002bNjguRQUFNBIIW1+/NH9g8uPP7pvN22a+3YPP5y28gEAwP+cc471fBw9J/CQIdZ1zOUFIBMVF4tUquR8jXH22bqrQ8YxTUs4KIYh+40qrtepV1yk3m+D7LVqlXtfx3XX6a4OfrB4sfsxdPfduquDCAEh9CAgjFOiAWGTJk3kvvvuk7ffflu++uor+eqrr+T111+X3r17y2GHHRbZ56RJkxz30bJlSzEMQ+rVqxfz9fr06RPZ37Zt25TfW6wQM3qhkUJZ+/Zb9w8u33/vvl1+vvt2KZ6WEwAAKDjzTOv5+MUXS9YNHWpd16ePvjoBwI3X0H6nn667OmScrVttB8pW40jXY+iiHkW6K4YPLF3q3g717q27OvjB3Lnux9Btt+muDiIEhNCDgDBOiQSEv/32mxQXF7uuLygokMqVK4thGJKbmyubHMZPbNKkiRiGIccee2zM17v++usjNW7YsEGpRhECQmSWBQvcP7h88437dpMmuW93333pqx8AAIScdpr1fDx5csm6YcOs63r10lcnALjZssX9GqNNG93VIeM4BIQ/GE1cjyGGqYWKTz5xb4cuu0x3dfCDd991P4b+7/90VwcRAkLoQUAYp0QCQhWPPfZYZL/Dhw+3rU/HHYQMMYpM8sEH7h9cvA6/Z5913+6vf01f/QAAIKRVK+v5eNq0knWPPmpdd/nl+uoEADerV7tfY5x0ku7qoJVphgLB6CUYtB0ohW+tcT2GGKYWKt5/370d6t5dd3Xwg1dfdT+GmAc8MxAQQgcCwjiVVUC4ZcuWyFCjf/rTn2zr0zEHYSw0Ukgnr7kEFyxw327sWPftbr01ffUDAICQ5s2t5+O33ipZN2KEdV3PnvrqBAA3XkP7HX+87uqgTSBgm2vQbZn/3k7X1QxTCxVTprgfYuedp7s6+MGECe7H0JVX6q4OIvS9Qw8CwjiVVUAoInLkkUeKYRjSsmVL27pevXpFXnfnzp2e+2ndurUYhiF169ZNaX00UkiniRPdP7jMnu2+3eOPM2QCAACZpEkT6/n4vfdK1o0aZV138cX66gQAN/PmuV9jNGiguzpoYZrK4aAYhhRM+c11devWut8M/OCf/3Q/xDp21F0d/GDkSPdjiC/pZQb63qEDAWGcyjIgrFu3rmtAOHTo0MjrLly40HUfpmlK1apVxTAMOffcc1NaH40U0umJJ9w/uEyf7r7dww+7b3f99WkrHwAA/M+xx1rPxzNnlqwbM8a6jiGyAGQir6H96tTRXR20cJhn0HXJy5Oprx5yXd28ue43Az/w6iNp1053dfCDIUPcj6ELL9RdHUToe4ceBIRxKquAcOvWrZEhRrt27WpbP2vWrMjrjho1ynU/CxcujDxv8ODBKatPhEYK6fWPf7h/cHn7bfftBg92365v3/TVDwAAQurVs56P58wpWTdunHWdw0j7AKCd19B+1arprg5aqAaEeXkigYA8/7z7UximFiq8+khatdJdHfzgzjvdj6EuXXRXBxH63qEHAWGcyiogHD58eGS/jz32mG39H3/8IXl5eWIYhrRo0UKKi4sd93PLLbeUWUNCI4V08vrgMnWq+3b33OO+3RVXpK9+AAAQUru29Xw8f37Juqeftq674AJ9dQKAG69wJydHd3Uoc6YZCgSjl2DQfjAEg/bnmaaIiIwe7X4MMUwtVPz1r+7HULNmuquDH9xwg/sxdNZZuquDCH3v0IOAME7xBoTr1q2TwsJCz+cUFBRITk6OGIYhRxxxhGzcuNHxedHDjI4ePdq2/osvvpBKlSqJYRjSuXNnlbcTFxoppNP117t/cHn5ZfftvIJF5jUCACD9qlWzno+jR8sfP55vLwPIfF5D+xmGiMv3d1EeBALqcw1u3eq6mwcfdN+MYWqh4i9/cT+GjjtOd3XwgyuucD+GTjtNd3UQoe8dehAQxrBgwQLJz8+PLGPGjIn8R+3UqZNlXX5+vm37Tz75RAzDkLPOOksef/xx+eCDD2Tx4sWyePFi+fe//y29e/eODC1qGIZMmDDBtZbdu3dLs2bNIs+9+eabZe7cubJw4UJ5/PHHpVq1apGQcdmyZSn/XdBIIZ0uu8z9g8vzz7tvN2CA+3bduqWvfgAAEFKlivV8vGRJybp//tO67pxz9NUJAG68hvYzDJEDB3RXiDJhmurhYIyA0OvuL4aphYo//9n9GKpfX3d18IMLLnA/hk4+WXd1EKHvHXoQEMbQr1+/yH9MlaW0cEAYa8nNzZVJkybFrGf16tVy4oknuu6nRo0aUlBQUBa/ChoppFWXLu4fXJ5+2n27fv3ct+OuBAAA0u+ww6zn42+/LVk3caJ1XceO+uoEADde4Y5hiOzapbtClAnVeQYNIxQk/m84USc33ui+aeXKaXxP8K0//cn9GKpVS3d18IMzznA/hk44QXd1EKHvHXoQEMaQbEC4e/dumTJlitxxxx3SoUMHadSokeTm5kpOTo7Uq1dPzj//fBkxYoRs2bJFuaY9e/bIE088Ie3bt5eaNWtKbm6uNG/eXAYOHCg//vhjKt++BY0U0um009w/uIwa5b7dVVe5b0enIwAA6XXokP18vGJFyfoXX7SuO/NMfbUCgBuvof0M7xvH4GeqAWFeXmgoUg+9ennvoqgoTe8JvtWhg/vxU7Wq7urgByed5H4MNWqkuzqI0PcOPQgIoYxGCunUtKn7B5dHHnHfzmvYjfbt01c/AAAQ2bfPfj5es6Zk/csvW9edfrq+WgHATaxwZ8MG3RUiaaYZCgSjl2DQ/scOBu3P87hzMMzr7i/DENm/Pw3vEb7WsqX78VOpku7q4AcNGrgfQ/Xq6a4OIvS9Qw8CQiijkUI61a3r/sFlyBD37S65xH27Nm3SVz8AAAgNu1f6fPzTTyXrJ0+2rjvtNH21AoCbWOHODz/orhBJCQTU5xpM8HZRr7u/DEPkt99S/J5Q7hxzDHehIjnVq7sfPzVr6q4OIvS9Qw8CQiijkUI65eS4f3C591737bwu3lu0SF/9AABA5Ndf7efjzZtL1gcCfJkHQOaLFe4Eg7orRMJMUz0cTCIg9Lr7K4ndIovUqOF9DO3bp7tCZLKiIu/j54gjdFcIEfreoQcBIZTRSCFdDhzw/uByxx3u23bu7L5d06ZpewsAAEBEfvnFfj7evr1k/bRp1nWtWumrFQDcxAp3li3TXSESpjrPoGGEgkSF4USdxLr7i2Fq4aW4WOSww7yPoZ07dVeJTOY0qkf0UqGC7gohQt879CAghDIaKaTLli3eH1z693ff9swz3bc79tj0vQcAACDy44/28/Hvv5es//e/retattRXKwC4iRXufPml7gqRMNWAMC8vdNt7gmLd/cUwtfDy+++xD9EtW3RXiUy2cWPsYyjB7z8gheh7hw4EhFBGI4V0Wb3a+0PL9de7b3vaae7b1a+fvvcAAACcz+kHDpSsf/NN67rmzfXVCgBuYoU78+frrhBKTDMUCEYvwaD9DxoM2p+XRM+5yt1f//1vCt8nyh2nERlKL9FzPAOlOTV1pZe9e3VXCfreoQMBIZTRSCFdlizx/tDSu7f7tief7L5d7drpew8AACDU4Vn6fFxUVLL+nXes6044QV+tAOBEJdz56CPdVSKmQEB9rsEUTwiocvdXYWFKXxLlzPffxz6GVq/WXSUy2aJFsY+hHTt0Vwn63qEDASGU0UghXebO9f7Qcuml7tueeKL7dtWqpe89AAAAka+/tp6LK1a0rn/vPev6Jk301AkAbpzCndKBYUGB7irhyTTVw8EyCAh//jn2Sy5cmNKXRDnz1VfW46VyZfsx9N13uqtEJps92/6ZvPQxtGmT7ipB3zt0ICCEMhoppMt//uN98XThhe7bHnec+3Y5OWl7CwAAQOwdWkccYV0/fbp1/XHHaSkTAFw5hTt16lh/fvtt3VXCk+o8g4YRChJTPBHXihX2l6le3frzvHkpfUmUMx9/bD1e6tYVqVTJ+tjSpbqrRCZ7+23r8VKvnr1d+vFH3VWCvnfoQEAIZTRSSJfJk72v2bp0cd+2fn337Q47LDREEAAASI/PP7eei2vUsK6fMcO6/phj9NQJAG6chvZr3tz687RpuquEJ9WAMC8vNBRpipX+sszhh4scfbT1MYaphZfSX6Ju0kSkalXuQoW6V16xHi+nnGJvAleu1F0l6HuHDgSEUEYjhXR59lnv67Yzz3TftnZt721T/GVQAADgYd4863n4yCOt62fNsq5v0EBPnQDgpnS4U6WKSLt21sfy83VXiQjTDAWC0UswaL8wDAbtzyuji8U5c6wvfdRRIo0bWx9jmFp4efVV6/HStq2974O7UOGldD/buefam8Xly3VXCfreoQMBIZTRSCFdhg/3DvlOPdV929Lfoiu97N2bvvcBAEC2++gj63n46KOt60t3mtarp6dOAHBTup2qW1ekY0frYxMn6q4SIhK6+091rsEUzzPo5Z13rC/dtKn9LtS33kpbOfCh556zhzul70KdNUt3lchkI0ZYj5dLLgl94SX6sSVLdFcJ+t6hAwEhlNFIIV0GDbJ/Szf655Yt3bd1mqw7etm5M33vAwCAbPfBB9bzcKNG1vWffOJ9hyEA6OY0tN9551kfe+YZ3VVCTFM9HExzQFh6Co1TTxVp1cr62NSpaSsHPjRypPV4ufhi+12o77+vu0pksgcesB4v11wTGvo/+rHPP9ddJeh7hw4EhFBGI4V0uflm64eUY46xX5Q7KSrKqOtAAACyXumO9RNOsK6fP9+6vlYtPXUCgJvS4U7btiLdu1sfGz1ad5VQnmfQMEJBYhrnnhg/3vrynTuLtG9vfezll9NWDnxo8GDr8XL11SLNmlkfe/NN3VUik912m/V4ufXW0Bfzoh+bO1d3laDvHToQEEIZjRTS5aqrrB9STjvN+nPDhs7bHTgQ+1pw48b0vhcAALLZG29Yz8MtWljXf/aZvc8WADJJ6XDn3HNF1Ggb8AAAIABJREFULrvM+tjw4bqrzDKq8wy6hYOBQFrLLT20X8+eIp06WR97/vm0lgSfueMO6/Fy883chYr4XHed9XgZNCjUtxb92MyZuqsEfe/QgYAQymikkC49elg/pJT+hq7b8GO7d8e+Hly7Nr3vBQCAbDZlivU83KaNdf3Chdb11arpqRMA3Dz+uLWduvhikT59rI8NHaq7yiwSzzyDwaA9SEzjnYNhTkP7nX++9bGnn057WfCRG26wHi/33cddqIjPpZdaj5fHHguNzhX92Lvv6q4S9L1DBwJCKKORQrqU/jZl6Q/D1as7b/frr7GvEb//Pr3vBQCAbJafbz0Pt29vXf/VV9b1RxyhpUwAcPX3v1vbqauvFrn+eutj99+vu8oskcHzDHq5/XZrWbfeav9S7BNP6K4Smezyy63Hy6OPchcq4tOli/V4eeaZ0Mge0Y+98YbuKkHfO3QgIIQyGimkyymnWD+k3Huv9efKlZ23+/nn2NeIy5en970AAJDNJk2ynof/n737Do+ieOMAfnRQJCACihBKAOm9g/TeQXoxEEINJfTeq/Tee+i9C1IUKYp0kEhHKQKigCAIHGR+f8xvs/vu7F02ktvZ3H0/z3OPMvPe5d29udm9nduZkiVp/cmTtD5hQjl5AgC4oh/c6dCBsbZtaVn37rKz9BE2XmfQHf3Ufn37igM+o0bJzhLsrGJF2l6mTsVdqBA9hQqJd5zmz0/LLJ59GQzg2jvIgAFCMA2dFFjF31/8NaX++97bt+LzbtyI+nviqVPWbw8AAICvmjWLHofLlqX1Z87Q+vjxpaQJAOCS/m7B3r2N7wgDC5gdIJSwzqA7RlP7NWlCywYPlp0l2FmRIrS9LF4sLsWCu1DBnaxZaXvZuJGxokVp2aJFsrMEXHsHGTBACKahkwKr6GeN0U9P5nAw9u+/4vMuXRLjEiem//7hB8s3BwAAwGdNmUKPw5Ur0/rz52l9nDhy8gQAcKVuXdpPjRzJWI8etKxNG9lZeimnk64fGB4ufuGzyTqD7pQvT1OePl1cRqNPH9lZgp199hltL+vXG/dNAK58/DFtL3v3Mvb557Rs9mzZWQKuvYMMGCAE09BJgRUiIvjFQe1Jyq5d4vfAx4/F5547J15kTJGClh06ZP02AQAA+Cr9LAA1atD6n38Wj/EREXJyBQAwoh/cmTZNXJeweXPZWXqhsDBz6w3aZJ1Bd/RT+y1dylhwMC3r1k12lmBnadPS9rJnD2ONG+MuVDDvvffEH89XqkTLpkyRnSXg2jvIgAFCMA2dFFjh6VPxO9+JE2LZ/fvic/VxiRMzliYNLdu/3/ptAgAA8FWjRtHjcL16tP6XX8RjvM1u/AAAH1e4MO2jFi9mbNgwWtawoewsvYzTaW5wMJYMEBpN7RcSQss6dJCdJdhZ0qS0vRw9Kk5/jLtQwRWnU+w6L15krGZNWjZunOxMAdfeQQYMEIJp6KTACnfuiCcuv/4qlv32m/jco0dpTLJkjKVPT8t277Z+mwAAAHzV0KH0ONyoEa2/ckU8xr96JSdXAAAj2bLRPmrDBsbGjqVltWvLztLLRGetwVjwqxL9j1a/+Yaxnj1pWevWsrMEu3r7Vmz6Fy7gLlQw7/FjsQ3dusVYgwa0bMQI2ZkCrr2DDBggBNPQSYEVLl4UT1yePxfLrlwRn3vwII1JlYqxgABatnWr9dsEAADgq/TT8LVoQeuvXxeP8S9eyMkVAMCI0bpNkybRsipVZGfpZcwMEPr58WlIYwH91H4//sjYgAG0rFkz2VmCXf39t/EPpjt3xl2oYM5vv4lt6MkT3u9oywYOlJ0p4No7yIABQjANnRRY4Ycf6AnK++/ztYj0JzPnz4vP3bOHxnz6KWPZs9Oy9eut3yYAAABf1auX+zskbt4Uj/HPnklJFQDA0Pvv0z7q2DHGZs6kZWXLys4yFnM6+YCg9hEeLh4cwsNpTCy4c5Ax46n9wsMZGz6cln3xhexMwa5u3xbb0KNHjPXogbtQwRyjNb/fvGEsMJCW9eolO1PAtXeQAQOEYBo6KbCCfpDvk094eaJEtPzECfG527bRmMyZGcubl5atWmXt9gAAAPiybt3ocbh9e1p/65bxL5oBAOzgzRuxj/r5Z8YWLKBlxYvLzjSWCgvzqrUGjTx6JG7K7dt8rS9tWa1asjMFuzIaL3c6xVkamjeXnSnY1bFj4g/xGePn5dryLl3k5gm49g5yYIAQTEMnBVZYv56eoGTPzsv13xuPHBGfu2GD+NzChWnZ0qWWbg4AAIBP69iRHodDQmj93bvGv4oHALCDJ0/EPurWLcaWL6dlBQrIzjQWcjrNDw7G4gFCo6n9/v6bsSlTaFnlyrIzBbv68UfaVpIk4eXDhuEuVDDH1Q/xu3al5e3ayc0TcO0d5MAAIZiGTgqssHAhPUEpWpSXp05Nyw8cEJ+7ciWNyZuXsZIladn8+dZuDwAAgC9r25Yeh0NDaf39++KF04cP5eQKAKBndJfz48eMrV1Ly3Llkp1pLGRmnUHl4ecXa6YU1btwQdyct28ZmzWLlpUpIztTsKt9+2hbSZOGl48di7tQwRz9j+mzZePlvXvT8sBAqWkCw7V3kAMDhGAaOimwwuTJxr+kTJ+elu/aJT53yRIaU6QIXw9EWzZzpqWbAwAA4NNataLH4b59ab3R9eH79+XkCgCg52rdpi1baFmWLLIzjYXMDhD6+fGpSGOpo0fp5iRNysv1P4wtVkxunmBfmzbRtpI1Ky93de0EQG/xYtpWChfm5YMG0fKmTeXmCbj2DnJggBBMQycFVhg61HiajCxZaPnmzeJz582jMaVK8ZNkbdmUKdZuDwAAgC9r2pQehwcNovV//SVeC/79dzm5AgDo/fAD7Z+UdZt27aLl6dPLzdP2nE4+IKh9GC2sFh4uxsXSOwcV+qn90qbl5StW0PL8+eXmCfa1dCltKwUL8vKZM3EXKpgzbRptKxUq8PIRI2h5/fpy8wRcewc5MEAIpqGTAit0705PUIKCeHnu3LR8zRrxudOniyc9NWvSsvHjrd0eAAAAX9agAT0OjxhB643W97p9W06uAAB6e/fS/unjj3n5/v20PHVquXnaWliY+bUGY+k6g+6sX083MXt2Xr5uHS3PkUNunmBfM2bQtlKuHC9fsICWFy8uN0+wr5EjaVupW5eXjx9Py2vUkJsn4No7yIEBQjANnRRYoU0beoKirFVUqBAtX7pUfO7EiTSmWjX+Cyht2ciRlm4OAACAT6tdmx6Hx46l9c+eideHf/1VTq4AAHqu1m06fJiW+/nJzdO2nE7zg4NeOkC4aBHdxKJFefnWrbQ8c2a5eYJ9jR5N20rt2rx8+XJaXqCA3DzBvvRrDbZqxcunTqXlFSvKzRNw7R3kwAAhmIZOCqygv9Ng2DBeXrIkLZ83T3yu/sS5bl3GGjemZYMHW7o5AAAAPq1qVXocnjSJ1j9/Ll4fvn5dTq4AAHr6Nc6VdZt++omWJ04sN0/bMrvOoDLKGsunEzUyZYrxBfivv6bl6dLJzRPsq18/2lZatODla9fS8pw55eYJ9tWhA20rnTvz8jlzaHnp0nLzBFx7BzkwQAimoZMCK1SqRE9QJk/m5RUq0PLp08Xn6tcvbNSIsZYtaVm/ftZuDwAAgC+L6vj98qV4jfjqVTm5AgDo6ddtKl+el587R8vjxpWbp22ZHSD08+NTkXohV2t8HTxIy1Olkpsn2FenTrStdOrEy7dsoeUBAXLzBPtq1oy2lf79efnixcZ3OIM8uPYOMmCAEExDJwVWKFKEnqAsWsTLq1en5RMmiM81+mVdUBAt69HD2u0BAADwZaVL0+Pw3Lm03ukUrxNfuiQnVwAAPVfrNl26JPZdXnjzW/Q4nXxAUPsIDxd3VHi4GOfFO69XL7r5gYG8/OhRWp4smdQ0wcZatKBtpW9fXr5rF+5CBXNq1qRtRZnyf+VKWp4vn9w8AdfeQQ4MEIJp6KTACp99Rk9Q1q/n5fXq0XKjtQR79KAxQUGMdexIy0JCrN0eAAAAX1asmPEPfxQREeK144sX5eQKAKDXpw/tn5R1m27eFPuuf/6RmqpcYWHm1xr0wnUG3WnXjm5+ly68/MQJWp4okdw8wb7q1KFtZfRoXr5/Py1PnVpunmBfZcrQtjJzJi9fv56WZ88uN0/AtXeQAwOEYBo6KbDCxx/TE5S9e3l5kya0fNAg8bkhITSmY0fGunalZe3aWbs9AAAAvqxAAXocXrFCjNFfOz5/3vo8AQCMuFq36e5dse/66y+5uUrjdJofHPTBAcKmTenmDxzIy8+fF3dNRITcXMGeypWj7USZrv3wYVru5yc3T7Cv/PlpW1m+nJdv20bLM2WSmyfg2jvIgQFCMA2dFFjhvffoCcoPP/DywEBa3ru3+NzgYBrTvbs4pUvr1pZuDgAAgE/LnZseh9esEWPixaMxZ89anycAgBFX6zb9+ac4uPP773JzlcbsOoPKCIYXTydqpEYNugvGj+flly+Lu+fVK7m5gj0VKkTbydKlvPynn2h54sRS0wQbCwigbWXLFl6+Zw8tT5tWbp6Aa+8gBwYIwTR0UuBpr1+LX5LCw3ld+/a0XJmaRevLL2lMnz6MDRhAy5o3t3abAAAAfFm2bPQ4vGmTGJMwIY05dcr6PAEAjNSqRfunMWN4+bNn4veWmzelpiqP2QFCPz8+FamP0a/FO2cOL//1V3EXPX0qN1ewp6xZjc+lzp2j5XHi4C5UMJYqFW0r+/fz8m+/peUpU0pNExiuvYMcGCAE09BJgaf99Zf4JenOHV5nZqpQ/TSkgwczNmwYLWvY0NJNAgAA8GmZMtHj8PbtYkzixDQGp5kAYBeu1m0y+mHjpUtyc7WE08kHBLWP8HDjX3nq43zszkFF3rx01yhjpPfuibvtzz/l5gr2lCYNbSfffMPLf/lFbEOvX8vNFewpUSLjc+1jx2j5Bx/IzRNw7R3kwAAhmIZOCjztxg3xBPfZM17Xuzct//JL8fn169OYkSP5At7asjp1rN0mAAAAX/bpp/Q4vGePGPP++zRGmV4cAEA2V+s2RUTwu3W0dV6/fmpYmPm1Bn1snUF39D+U2baNlz96JO62u3fl5gr2pF+G5ccfebnR9ZN//pGbK9jPq1diO/nlF1538iQtT5hQbq6Aa+8gBwYIwTR0UuBpZ8/Sk5O4cdUpMgYPpnVNmojPN1rfYcIEWla9urXbBAAA4MtSp6bH4QMHxJhkyWjM0aPW5wkAYES/btPmzWqd/u7nEyfk5elxTqf5wUEMEBIpU9Jd8+23vPz5c3G33bghNVWwIadTbCcXL/K6u3fFur/+kpsv2I/RmrnKjxEuXBDrME2tXLj2DjJggBBMQycFnnboED0xSZ5crRs1itbVrSs+v1IlGjN1KmPTptGyihWt2x4AAABflyIFPQ4fPhx1zPffW58nAIARV+s2MSb+uOHIEXl5epzZdQYdDj6Q6KPTiRpJkIDunpMnebnRwI9yVw+A4vFjsZ3cvs3rjAZ+fv9dbr5gPzdviu1EmanryhWx7uVLqen6PFx7BxkwQAimoZMCT9uxg56YZMig1unvBKxWTXz+55/TmNmz+SLw2rLPP7dscwAAAHyefvpQZVosLVd3VwAAyOZq3SbGxMFDozukYyWz6wy6GhxUFtkD9vKluIuuXFHr48aldWfPyssV7Om338Q29OQJr3v2TKy7eVNqumBD587RNhInjnqXoFH7+vtvufn6Olx7BxkwQAimoZMCT1u5kp6Y5Mmj1s2YQevKlxefX6wYjVm0iLGFC2lZsWLWbQ8AAICvS5iQHodPnRJjzExDCgBgNXfrNjHGWLp0tG73bnm5xpjorDMYHi4OJOLOQcLoxsv799X6JElo3fHj8nIFezKaAvLNG173+rVYd+mS3HzBfg4fpm0kWTK17v59sQ09fCgvV8C1d5ADA4RgGjop8DT93X6lS6t18+fTuhIlxOcXKEBjVqxgbPlyWlawoHXbAwAA4MsiIsSLDhcuiHGffEJjvvnG+lwBAPTcrdvEmLg+4ZYt8nKNEVhnMMZduybuthcv1PrkyWkdptgGvWPHaBtJmlStMzrPOn9eXq5gT7t30zaSLp1a9+iR2Ibu3JGXK+DaO8iBAUIwDZ0UeNq4cfTEpEYNtW7ZsqgH+nLmpDHr1jG2Zg0ty53buu0BAADwZUbrKxn9sl1/F87XX1ufKwCA3o0bYh+mrNvEmPF3j1gN6wzGuNOn6W6LF0+d2o8xxtKkofX79snLFexpzx7aRj75hNbrp0E+cUJOnmBfa9fSNpIjh1r3/LnYvV+/Li9XwLV3kAMDhGAaOinwtP796YlJs2ZqnX6gL1cu8flZsoi/4t20iZZly2bd9gAAAPgyo4sON26Icf7+NGbnTutzBQDQc7duE2PGs5fEamYHCLHOoGmHDtFdlyIFrdcf/3btkpMn2NeGDbSNfPYZrU+WjNYfOSInT7CvBQtoG9Euu/PmjdjFh4fLyxVw7R3kwAAhmIZOCjytc2d6YtKhg1q3ZQuty5JFfH769OIXrO3baVnGjNZtDwAAgC978kS86HD7thiXKRON2b7d+lwBAPTcrdvEmLj++cKFcvL8T5xOcf3A8HDjK8VYZ/A/27GD7s4MGWh91qy0fvNmKWmCjS1eTNtI4cK0PlUqWo91nEFv8mTaRipVovXx4tH6M2fk5Akcrr2DDBggBNPQSYGntWhBT0z69lXr3M2brtBP0bJ/vzglx6efWrc9AAAAvszoZpQHD8Q4oxkAAABk27XL/fePMmVo/axZcvKMtrAw82sNYp3Bd7JqFd2d+uUucuem9WvWyMkT7GvaNNpGKlSg9fpp2nfvlpMn2NewYbSNNGhA6997j9b/+KOUNOH/cO0dZMAAIZiGTgo8rXZtemIyerRad+AArUuVSny+0SLvBw9G/TwAAACIeXfviteaHz0S4z77jMZs3Gh9rgAAeu7WbWKMscqVaf3kyXLyjBan0/zgIAYI39m8eXR3lixJ6wsWpPXLlsnJE+xr5EjaRurVo/WZM9P6rVvl5An21bMnbSOtW9P6FCnE62ggD669gwwYIATT0EmBp+l/hTtzplp39Cit00/xw5j4y6fjx/kc/NoyPz/rtgcAAMCX3bwpXmv+5x8xLkcOGrNuneWpAgAI3K3bxBhjtWrR+rFj5eQZLWbXGVS+OGE60XcyYQLdpdWq0foSJWj9/Ply8gT76t2btpFWrWg9zqEgKsHBtI107Urr9TNx7dsnJ0/gcO0dZMAAIZiGTgo8LX9+emKyfLlad/IkrUuUSHx+/Pg05swZPkioLUuSxLrtAQAA8GVXrojXm1+9EuMwxRoA2JF+3abKlWn9F1/Q+uHD5eQZLWYHCP38+FSk8E4GD6a7tVEjWl+uHK2fMUNOnmBfHTrQNhISQuv111BWrJCTJ9hX48a0jQwaROv9/Wn9zp1y8gQO195BBgwQgmnopMDTMmVyPT3GhQvi99aICLX+7VuxPjycDxJqy+LHt367AAAAfNHPP7s/divy5aMxK1danysAgF5U6zY1b07rBwyQkqZrTicfENQ+wsONvzTp43DnYIzo1o3u6rZtaX3VqrR+4kQ5eYJ9NWtG20j//rS+WDFav3ChnDzBvqpXp23kq69ofdastH7TJjl5Aodr7yADBgjBNHRS4GkpU9ITk4MH1TqjuxBevlTr//1XrL92jbGLF8Xyt2+t3zYAAABfY/ZHOgUKuJ5BAABAlh49aN+kX7epdWta37OnnDwNhYWZX2sQ6wx6TJs2dFf36EHr69Sh9WPGyMkT7CuqqYz1y7TMmiUnT7CvUqVoG5kzh9brZ/JYvVpOnsDh2jvIgAFCMA2dFHhSRIQ4ReipU2r9rVvid9m//1brnzwR62/dYuzqVfcDiwAAAOAZ+mm+33vPOK5wYRq3ZIm1eQIAGNGv29StG62Pauo/aZxO84ODGCD0KP00tMOG0fpGjWj90KFS0gQbi2oAsFIlWj95spw8wb7y5qVtRD9TR6FCtH7pUilpwv/h2jvIgAFCMA2dFHjSixfid9WrV9X6Bw/E+gcP1Hqj5TQePGDs11/F8qdPrd8+AAAAX3PkCD3++vkZx+mnx1q0yNo8AQCMRLVuk376yOBgOXkKzK4zqHTMmE7UYypXprt70iRa37Ilre/XT06eYF/6NQb1syzUrEnrx42TkyfYV8aMtI1s20brS5Sg9fPny8kTOFx7BxkwQAimoZMCT7p3z/2PWV3dIai4fVusf/yYsd9/F8v/+sv67QMAAPA1Bw/S42+qVMZxJUviwgQA2E+1arRv0q/b1KcPrW/VSk6eArMDhH5+fCpS8JjixekuX7CA1gcF0frQUDl5gn0FBNA2smULrW/QgNYPHy4nT7CvDz+kbeTbb2l9uXK0fsYMKWnC/+HaO8iAAUIwDZ0UeNLly+J31qjWGNTeYXj9ulj/4gVjf/4plt+7Z/32AQAA+Jq9e+nxN21a47jSpWmcfm0UAAAZ9Os2zZ1L6wcPpvWNG0tI0unkA4LaR3i4+AUoPFyMw52DHpczJ30b1q6l9Z060fpOneTkCfaVKhVtI/v30/pmzWj9gAFy8gR7iohgLEEC2ka0S/kwxljVqrR+4kQ5uQKHa+8gAwYIwTR0UuBJP/1ET0oSJaL1ERHi99yff1brf/lFrH/zhk8nqi//7Tdrtw0AAMAX7dxJj78ZMxrHlS1L4/Tr6wAAyJAnD+2b9Os2jRpF6+vVszjBsDDzaw1inUEp0qWjb8OuXbQ+NJTWBwXJyRPsK3Fi2kb0l+Jat6b1PXvKyRPsyeiH9leu0Jg6dWj96NFycgUO195BBgwQgmnopMCT9u+nJyWpU4sxCRPSmJMn1bqzZ2ldvHi8PKo7DwEAAMAzNm+mx9+sWY3jKlSgcdOnW5snAICRDBlo37R9O62fMIHWV69uYXJOp/nBQQwQSpMsGX0bDh+m9f360foWLeTkCfb06pX4Ub50ica0b0/rQ0Lk5Ar29OCB2Ibu36cxjRrR+iFD5OQKHK69gwwYIATT0EmBJ23aRE9KsmQRYz74gMYcParW6e9ATJKEl795I54QhYdbs00AAAC+bN06evzNmdM4rnJlGjdlirV5AgAY0a/b9N13tH7aNFpfoYKFyZldZ9Dh4AOJmE7UchERjMWJQ9+Kc+dozNChtL5hQzm5gj0ZLZdy9y6N6dqV1rdrJydXsKdr18Q29Pw5jWnZktb37SsnV+Bw7R1kwAAhmIZOCjxp6VJ6UlKokBijn3//4EG17vBh8XuwIl48Wnf2rMc3BwAAwOeFhdHjb/78xnFY+wQA7CYigrH48WnfpF+3ae5cWl+qlIUJmh0g9PPjnTFY7tkz8e24eZPGjBlD6+vUkZIq2NTNm2IbevaMxvTuTeu//FJKqmBTp0/T9hEvHj++aQUF0ZjQUDm5Aodr7yADBgjBNHRS4En6X+CWLy/G6Ndw2L1brTtwgNZppyhNkoTWofkCAAB43pIl9PhbpIhxXI0aNO6rr6zNEwBA78UL8cK8fpkCfR9XuLCHknE6+YCg9hEebjxNij4Odw5Kc/eu+Bb9+SeNmTSJ1letKidXsKdz52j7iBNHHNwZNIjGNGkiJ1ewp0OHaPtIkUKM6dSJxnTqZH2eoMK1d5ABA4RgGjop8KQRI+hJSb16YkxAAI3ZskWt272b1qVLp9bp1344csTz2wMAAODr5s0zd3dN7do0buxYa/MEANAzWrfpwQMas2oVrc+TxwOJhIWZX2sQ6wzayqVL4lv06hWNmTmT1pcrJydXsKcjR2j7SJZMjBk5MurrKOC7duyg7cPfX4wJDaUxQUHW5wkqXHsHGTBACKahkwJP6tUr6qkxcuakMWvXqnVbt9K6gAC17qOPaN2333p8cwAAAHye2Quf9erRuFGjrM0TAEDv6lVxcOfFCxqzcSOt/+yzGE7C6TQ/OIgBQtv56Sf69iROLMbMn09jSpSwPk+wL/2PoD/9VIz56isaU7269XmCfel/yJI7txjTrx+NadHC+jxBhWvvIAMGCME0dFLgScHB9KSka1cxpmBBGrN8uVq3fj2ty5FDrUubltbt3ev57QEAAPB1kyfT42+VKsZxDRrQuOHDrc0TAEDv1CnaL8WPL07tp78zI2PGGE7C7DqDDgcfSMR0orayfz99i1KlEmOWLaMxBQtanyfY19q1rq9xKKZOpTEVK1qfJ9iXfjaPkiXFmKFDaUzDhtbnCSpcewcZMEAIpqGTAk9q3JielAwaJMaUKEFj5s9X68LCaF3+/Gpdxoy0bscOz28PAACArxs/nh5/a9Y0jmvUiMYNHWptngAAet99R/ulDz8UY/bupTGffBLDSZgdIPTz41+GwFY2b6Zvk3aGG8WaNTQmVy7r8wT7WriQto9ixcSYOXNoTOnS1ucJ9jVhAm0fRuucjh5NY+rUsT5PUOHaO8iAAUIwDZ0UeFLVqvSkZMIEMaZcORozY4Zat3gxrStaVK3LmpXWbdrk+e0BAADwdfp1cerXN45r2jTqHwkBAFhp+3baL2XIIMaYGUSMFqeTDwoqj/BwcTAwPJzG/PEH7hy0qeXL6VtXoIAYox9EzJLF+jzBvvQzMVSqJMbor4MUKWJ9nmBfQ4bQ9tGokRgzcWLUg4hgHVx7BxkwQAimoZMCT9LfHThvnhhTrRqNmThRrXP3y7lcuWiddu1CAAAA8Az9RYnGjY3jmjencf37W5snAIDeypW0X8qTR4z54Qca8/777/AHw8LMrTeIdQZjDf06vGXLijG7dtEYf3/L0wQbGz6cto8GDcQYfV+VN6/1eYJ9de9O20dQkBgzYwaNcbVmOFgD195BBgwQgmnopMCTcuakJyVr1ogxdevSmNGj1bpp02iddu79AgVo3YoVnt8eAAAAX9evHz3+tmxpHNeqFY3r08cd2lCOAAAgAElEQVTaPAEA9ObOpf1SqVJizOnTNCZ+/P/4x5xOc4ODGCCMVcaMoW9drVpijH6dwjRprM8T7KtnT9o+AgPFmA0baMxnn1meJthYmza0fYSGijHz59OYEiWszxNUuPYOMmCAEExDJwWelC4dPSnZtUuM0a9TOHiwWvfVV7SuenW1rlgxWrdokee3BwAAwNfpL2y1aWMc17o1jevVy9o8AQD09N8tqlUTYy5eFMfv3r79D38sOmsNYjrRWKN/f/r2NW8uxhw+TGOSJ7c+T7Cv4GDaPrp2FWO2baMxmTJZnyfYV8OGtH0YrfO9bBmNKVjQ+jxBhWvvIAMGCME0dFLgSR98QE9KjhwRY9zdYTBqFK2rV0+tK12a1s2Z4/ntAQAA8HVdutDjb4cOxnFt20b962YAACsNGkT7JaMpkq9dE8fw/v03ihfWrzPoaq1Bo8HBsDCPbCt4RufO9C3s2FGMOX6cxiRJYn2eYF9NmtD2YbRG8549NCZtWuvzBPuqUoW2D+0yPYo1a2hMrlzW5wkqXHsHGTBACKahkwJPeftW/A58/rwY164djenWTa1zt85RhQq0bvp0z28TAACAr+vQgR5/u3QxjtMf341+IQ8AYKVu3Wi/FBwsxty6JX6HefLEzYuaXWfQ4eCDhtpBRNw5GOu0bOn6x62Ks2dpTNy41ucJ9lW9Om0f48eLMd9+S2NSprQ8TbCx4sVp+5g/X4zZtInGZM1qfZ6gwrV3kAEDhGAaOinwlCdPxO/Ev/0mxunvRGjfXq3r25fWtWql1lWrFvWvpgAAACBmBQXR42/PnsZxHTvSuJAQa/MEANDTT33co4cY8+CB+B3mwQMXLxiddQYdDqw16AXq1KFv6ahRYswvv4hvPcaCQWFmJqRjx2hM0qTW5wn2lSsXbR9r1ogxO3fSGH9/6/MEFa69gwwYIATT0EmBpxj9+vbxYzGuVy8ao12kOzSU1rVtq9bpv5yNGePxTQIAAPB5+rsn+vUzjgsJoXFG07ABAFjpiy9ovzRsmBhj9CPHW7dcvKDZdQYdDqw16CXKl6dvq9EsNjduiG//P/9YnyvYU968tG0YzTJ86hSNSZDA+jzBvtKnp+1j504xZt8+GpMmjfV5gsqKa+8PHjxgO3bsYEOGDGHVqlVjKVOmjPybgdoLrTFo9erVrHLlyixNmjQsUaJEzN/fn7Vo0YIdO3bMI38PogcDhGAaBgjBUy5cEL8YvXkjxg0cSGOaNlXrOnWidZ06qXVmvuADAABAzNKvnTNkiHGcfiq/du2szRMAQK9yZdovTZ4sxvz7r/gd5upVFy9odoAQaw16jUKF6Fu7dKkYc/eu2AT++svyVMGmMmakbWPbNjHG6FpKRIT1uYI9JU9O28b334sx339PY5Intz5PUFlx7V15faNHTA8QvnjxgtWoUcPl34sbNy4bPnx4jP5NiD4MEIJpGCAETzl61Ny0GCNH0rj69dW6tm1pXWioWtesGa0bONCz2wMAAAD8OK09/o4caRynnwUgKMjaPAEA9IoVo/3SggVijNE66j//zPjdf9r1A//4g68pqA/WrzOItQa9Stas9O3euFGM+fNPsVncu2d9rmBPKVPStvHtt2LMlStiG3r50vJUwYYiIvi6ptq2ceaMGHf8OI1JksT6XEFl9QChv78/q1KliscGCJs2bRr52uXLl2dbt25lP/30E1u8eDELCAiIrJtvtEAmWAYDhGAaBgjBU3bvpickn35qHPfVVzSuenW1Tj+NWd++al1gIK3r3dujmwMAAACMsVq16PF33DjjOP0U4q1bW5snAIBezpy0X1q71jguQQIad3rUTvNrDWKdQa/28cf07f7mGzHm2TOxWfz6q/W5gj3p+5eTJ8WY334T29Dff1ufK9jPP/+IbeP6dTHuzBkaEzeu9bmCyopr70OHDmU7duxg9+/fZ4wxdvPmTY8MEB44cCDydWvXrs3e6KaKe/jwIfP392cOh4MlT56cPXr0KMb+NkQPBgjBNAwQgqesXUtPSHLmNI6bNo3GVaig1jVuTOu005i1a0frunXz7PYAAAAAY1Wq0OOv0RR9jPEf9WjjWrWyNk8AAL106Wi/tGuXcVzSpDTuh/crmhscxACh13vvPfp2//ijGPP6tdgsLl+2Plewn5cvxbZx5YoYd/8+uhYwdu+e2DYePhTjjG5wN1ryB6wh49q7pwYIq1evzhwOB4sfPz67ffu2YcyaNWsi//aECRNi7G9D9GCAEEzDACF4yvz59GSkeHHjuHnzaFypUmpdvXq0btQota5zZ1rXsaNntwcAAAAYK1+eHn9nzDCOGzCAxjVvbm2eAAB6yZLRfunwYV3A/6cR/TDFWxL3naOMucFBPz9MJ+rFnE7xLb94UYyLiBDjzp+3Pl+wH6NlS42mn338WIxzcR0efMzly2LbMJp+9vp1Me75c+vzBc5bBgifPn3KEiZMyBwOB6tWrZrLuFevXrFkyZIxh8PBSpQoESN/G6IPA4RgGgYIwVMmTKAnI1WrGsctXUrjChVS66pXp3XaH57o1zZq29ajmwMAAACM/5BHe/ydN884btAgGtekibV5AgBoRUQwFicO7ZfOndMEhIVFTiP6ieMuidvrqGxucDAsTNr2gedFZ9AmUSIad+KEtbmCPV27Zm7Q5vlzMc5oGknwPSdP0naRMKFx3J07YhvCTI/yeMsAoXZ60XGu1pn4P2UNxPjx47PXr1/HyN+H6MEAIZiGAcLouX6dsdmz+Xo7I0YwNnAgX/uuWzfGOnRgLDiYsa5d+a/mR4/m02cuXMjY6tWMbd7M2Pr1jK1cydiSJfyC2syZfGou5fUGDeJTcoWG8jvkgoP5IzSU140bx5+zZAl/rc2b+VSeK1YwtmgRY3PmMDZ9OmMTJzI2Zgxjw4bxXHr14nl16MBYUBD/b69evH7iRMbmzuWvsWkTf6xZw9jy5Tz32bMZmzqVrxU4ahSf5rNfP8Z69GAsJIRP9dm6Nc+3Xz8eM22auEZRo0bG+3T1ahqXO7daV1E3m8+0aWpddKYu++MPvn+12z1pEn8PVq5kbNs2xrZv54vMK9uu359jxzI2fDh/H/r04e9JSAjfD4MG8fd7yhS+L5cvZ2zdOr5tyn6cM4fnr7w3w4fz9tOnD2Pdu6vvd1AQf68GDuR/c8YMPoi6YQNjO3ao77n+/Rk/nrGRIxkbPFhtQ5068YHT4GCe55AhfJB1zhx+/WLLFnW7V6/mf2f+fN7GJk1St1nfhtq04f/t3ZvXT57Mn7d6NX+9rVtpW587V2yX/fsz1rMnY126MNa+Pd/uLl14+ZgxPF5p5zt28Fz1bV3fLvWfnbZt+b4dPJjvn9mz+X7bvJm/5qZNPOdlyxhbsIB+HpX3R/v5btOG59qzp/rZmTePsVWreBvato2/T9rP+IwZrrdb+ex06sRzHzWKb9OiRXxble1et46/X4sXq+1owgTe5vSfR6UNdevG81f6jGXL+PusbLfSzhcsYGzWLN52tf1Qnz78NTp25K+nb0Nz5/Kctm7l77n2NY36IqP2HhrKy0aN4vt97lyeZ1SfnWHD1Peme3e+/4KD+fujbUPaz87OnXRfKjlGtS/btRM/OytWiJ+dZcvUz87kyepnZ+BA8bPTvj0vGz6cf860n51t28TjhL4NDRhAPztt2vB8+/fn2zF9Om8r69apbUh5TeUzrrznyudn6FD+fCXXLl14mxw2jMfMnMn32erV/LVWrRJfa/x4eoxQclS2u107XjZ0qHrcUfpf5bOjvK6y3e76oaAg3o5cfXa2bqWfnblz6fs9dKh4LHP12dm0ibch7THXqP9VPjvdu9PPTmgo3y9ffWXc/2r3p7vtbt+e9xlK/ztiBG9vCxaY73+V91rbDyn974AB7j87Sv+bMSM9/i5ebHzsHTrU3HkAY4z9+y//GyNH8u1t25axhg0Zq1yZsSJFGPvsM8by5OHnBU2b8v0xahRvK5s2idtttg2FhNBzF6UNbdsmnmNp96X2M67tizp04Pt2yBDeLpRztnXrjD+LM2eqn5+RI2k/pHzGO3Xif0M57syZw/vHjRt5juvWqa+5YAFvl9Om8W0fN059XeUz3r07f/0+ffg+GTKEt6UxY3gbnTyZb+fs2TzHJUv4PggL4+1+xgye77Bh/DWUPLXnqjNmqNu9bRvtK5XPjvJ51PZtyjG3Uyf++Va2e8IE/pxly3i7VNqk0XYr78+IEfz4r/RHXbvy/yrnbPrjjvYYprzXSvvRnqMrfYarcxel/92+3X0b0p+nK8dcpQ0NHcrfD2W7N25U+0rtuYu+PzdqQ0pfqfQZyvnvli20Xbr67GjPhzp25J/PTp2M9+fSpTw3o8eSJXx7Jk3iuQ4cyPPs2JH3RaGh6jnbrFnqduvPM8x+P9F/35k+XbxYeuPG/zshp5OsMZjRcYPEbXfovtiEh/MvGH/8wf65+Qfbs/YxW7vqTeQxR7sflfMr5Rxd24batqXn/TNn8n24caN47qIcy6ZPp8cyfZ+unKsOHSqeuyjngWvXMiFX5RxY+T6hPZYr52xGnx39aynnQtrzAu05RseO/NgYEsL7kKFDeez06fy9DQvj7TEsjOe9YgV/35cvV49r06bx5yh9e48evH3268fLJkzgeSxezD8vyudG+YwreU6ZovZDyvc8bZ+hPVedNInH6duQq3Xh9HerHjni+hj44gVj3333386HgoN5vz5oEP3sKOcu+mO4cv6r/+xov0Np25D2nG3rVvG7xMKF9FzQ1fdR/TnbwoXqOZt+u42+j+r7oeBg3jaVY/iUKfx5K1fy/Nav5zmuXMn3x+LF6rFi8mT+Xg4Zwttg1678s6Ocs5n97mjmO5TSDynn/YMH03YRLx7/8YLemzdiWwsPd92Gnj5lbN8+8VxDyVPpL5V+Q3vs6dLF+LO4ahU91uq/Qxi9lnKM0H9nVr47btli/H5HddzRnvePHMlzWLiQv8fbtrnuK12d/xr1v8q5y/r10TvuaD872u+Oynn/ihW8DRmd9xtdD1S+SyifnU6deJlyDNev8f3RR8Zt4uFDc3erKu7f5/tx1Sq1jSvbrD1f0577KtsdGMhYs2a4U9odbxkgnDlzZuRrbtmyxW1st27dImMvGt1uDx6HAUIwDQOE5l24IK5HgYf5R3Cw8X7dtInGZc2q1pUuTevmzFHr9CfXru5MiIhgrEAB+duPBx544IEHHt74cHXDzIgRNK5BA9fnWPofFeGBBx54WPH488//d0K6ef8+c/xC4jY4vlD/oZlG9I8/GAsIkL8deMh7vH1rfFxLlYrGHThgHHf3rvjDGzx855E8uetzo3jxaOyZM8ZxV68yljq1/G3BQ84jUybjdvH0qRj766/GsSdOxMy1zq+/dt2efZ322vuOHTvY7du33T5igicGCPv16xf5mieiuDV+4sSJkbF79uyJkb8P0eOQnQDEHhggNE//S3g8ovfo2dN4v+7aReP8/dW6okVpnfYuBf2Fx/r1jV//1i35244HHnjggQce3vrYsMH4+DtqFI2rW9c47sED+duABx54+Obj1av/d0S6AcK8jrMkbpWjGf8f3TSi+jXX8fCtR9Kkxsc1xhhLl47Gurpwrl+WAw/feqRP77oNvfcejf3xR+O4/v3lbwce8h558xq3i5cvxdgrV4xjg4NjJpft2123Z1+nvfZu5hETPDFA2Llz58jX/OWXX9zGzpkzJzJ248aNMfL3IXpipiWBT8AAoXldu8o/+Mfmx7p1xvt1/34alzq1WpcvH63T3qUwbhytq1XL+PXPnZO/7XjggQceeODhjY/EifndD0bGjqWxro7Tly/L3w488MDD9x7582s6It0AYRHHcRK7ZPrfPOb/dw4q8ANS335UqWJ8XGNMvLN061bjuC5d5G8HHvIeDRu6bkMpUtDYQ4eM41q0kL8deMh7tGtn3C4iIsTYCxeMY6tXj5lcMAbkmrcMEAYFBUW+5vUoFkZdvHhxZGwY1miWImZaEvgEDBCa17EjPfhlzszXwQkM5AflkBA+R3q7dnz+7Tp1GKtQgbFixfi6elmyMJYjBx/0KlKEsZIlGStXjn+xqFWL3wHXpAlfSy8oiP89ZU74Nm0Ya9yYsRo1GCtThrFChfh6PAEBjOXMyb/gFi3Kp+SsUIGxatX432/YkLHmzfmaRe3b89dS1r0IDGTsiy8Yq1qVsVKleF4BAXyKz1y5+LScxYrxv1epEv/b9erxPFq2pDkq64e0aMH/bvnyfBuzZ+f5DRnievqVw4fpfvXzU+ty5KB169erdZMn0zpXX9COHaNxCRLw7a5Shb8HefPyaRkyZWIsWzb+XinbruzPqlUZq12bT4/WtCl/j9q2VdfWatqUb3elSnxfFijAc8+Th7GCBRkrXpyxzz/naycp780XX/B28uWX/BdbnTrxedxDQ3kbatqUt4uyZfn7nS0bYxkyqO+P8rrK+1OzJm1DwcHqOm9du/I8GzXif790af5+Z87Mt1tZ26lwYbVdKtv8xRdiG+rZk7ehL7/kf7NSJZ5Lrlw8x8yZ+XufNy9vB6VK8Tahb5fKWobKGh/t2/Py2rV5fOHC/HUyZOCfH227VPZn9equ22XXrvzfjRrxuM8/58/PkoW/ZrZsfLsLFWKsRAn6eVTeH+XzrXx2unThZQ0a8NgSJXibyZhR3Zd58/Lcle2uWtV4u7t14/tS+ezUrcvbm/LZ8ffnn0ml39B+xqtX5/GNGonb3b07f/+bNFH7jAIFeNvx9zduQ5Urq22oaVP+3ir9mrKuS5s2fBuqVePb9q6fnaAg9bNTuTJ/zYIF+fbmzh31ZycwUG3nyppa7dvzOuWzU7Ag39706dV9qe0vlTZktC+7d1f7X+1nJ39+/lraz06hQrRPVz47zZq5/uw0aMC3W/vZyZRJ/ewon0elDbl6ze7dxc+O0oYyZFC3W3nNEiX4vlH6dWXblc+5sn5Rq1b871WvzreraFH+vujzK1uWb4f2GNGihdrOlc9O16789bX9b5489LPjrh/Sb7f2uKN8dooW5duq/+wUKUKPj8o2t2hBPzuhocafnSxZeBvKkkU95ir9kLIflf5X6dPNfHYyZqT9UFRtSFlDrXNntf/VtqGMGV33GcrnR9lubT+k9L/KZ6dcOfU8w9/feLsrVuTx33/v+rzpq6/o8bdGDeO4n38WLzB068bPHSZN4msmrV/P13CZPJmv9xIUxPdRsWJ8m/Xvt7b/1e5L7Tmb9rOjPWfLlYu/P/rzIe2+1L+m0hd17szfr0aN+PYqx/Ds2WmO2nau7X+VY5n289Opk9pnVK2q9kNZs6rnlnnz8r+j9JlK/1urFv9cKp/xwEDeBwcF8dds3pz/zQYN+D6oUYO3vwoVePsvWZK3o4IF+d8oVoznXKMG3/6WLfk+DAlRz1Vr1uTbXbgwzy1zZvXzrT3uKP2vcnzUvj+dO/PPZatWxtsdEMD3qfKaSrvUbreyP5X2rqz726SJ6+NOgQLq56Z8efEcXf/eaM/7tf1vjhz886hvQ0qOrs7TQ0L4o3VrXqecuxQsyPsK5RihPXcx6oOVY5mSp7IvlT5DOf8NCKCf76JFzX92OnXieTZuzOOUc+BChVw/Chfm21OlCu+Hmzbl+7NzZ96/tW3L97PShpR+SOkrtecGUX0/6dpV7SuVczbtdlepolvPSzdAWMpxmPRJc+ca91+hobTvSpmStiGlPTZoIH7P69pVPWdr2pRvd5kyxucu0enTu3RR25D23EU5/1XapfY9V449Rn2Rst5m06b8fdN+dpTvevnz0++3Sr+m9D8tWqjnGMp35g4d+P5o2JC/j+XL889Jvnz8kT8/fxQowP+W0oaU87eaNdXvKcqavy1a8H1drRpvQ9pzlzx51M94qVLquZDSDynvUcuWaq767S5dmueSMyf/23fuuD4G5sxJ24arH8sGBoptSP8dSvk8Gn23Vz47yrUC7fcdpQ1pP+Pa71B169LPjvJ9VGlDyrUC7Tmbu++j2vMh5ZxfOU/v2JH/nbp1+d8vVoznpf/u6O48UPu9TOl/mzfnr1mpEu8T8+bl/YXSr+fLx/MsUoTnWro0fy9r1+Zts1Ur/jpduxp/d9R+dvTfHcuWVY8Tyncd7Xeo0FD1uov2u2OePPx9qV/f/ZpwH39M28a+fcZxderQuNSp1fOCEiXU98fomKusm6ec99eowfd9sWL8Ncx+h9Aev5U2pL3epL/uov3OrL8uZnTcCQ1V21C9evT6Q8aM4rHM6Huetq9U+l/lGK6c/yrXH8wcd7TtXPvZMfvd0V0bUr5LKOsbao/hxYur1xebNWPs0SPXbShhQto2Tp40jitVisZlyEDP17Tfw5Ucle3u1o2vizhgANYgdMdbphjFHYSxCwYIwTQMEJrXti09aHbvLjsj73DiBN2viROrdZkz0zrtLy9nzqR15coZv/4339C4jz/27PYAAAAAH9zTHn+rVjWOO32axsWPb22eAOBjnE4+IKh9hIeTjqiCYz/pl6ZNM36poCB8PwRj+fPTtrFihXFc/fo0bvhwa/ME+/L3p21j507juHLlaNyMGdbmCfb1wQe0bRw9ahyXJw+NW7nS2jx9gYxr71iDEDBACKZhgNC8L7+kB83evWVn5B3OnxfvHIiI4HXu1m6YN4/WlSxp/PpbttC4gADPbxMAAICvmzKFHn8rVTKOO36cxr33nrV5AoAPCQvj05Xov3zoHtUdu0jRV18Zv1yjRvSpQ4ZYuzlgX8WK0baxcKFxXMWKNG7KFGvzBPvKmpW2jU2bjOMKFqRxy5ZZmyfY10cf0bZx8KBxXMaMNA5rCcY8bxkgnDlzZuRrbtmyxW1st27dImMvXrwYI38fogcDhGAaBgjNa96cHjQHDJCdkXcwWnvo1Stelzo1LT9wQH3ekiW0rkgR49cPC6Nx+fJ5fpsAAAB83fTp9PhboYJxnLupxgEAYozTaWpwkDkcrJ5jMykaOdL4JatWpU+dMMHaTQL7KlOGto1Zs4zjihShcYsWWZsn2Ffu3LRtrF5tHKcfSNy82do8wb7SpnX9g3utDz+kcd9+a2maPsFbBggPHDgQ+Zrjxo1zG1ulShXmcDhY/Pjx2evXr2Pk70P0YIAQTMMAoXn4hahn/Pqr+L386VNep/8Of+SI+ryVK80N/Jm90xAAAABizqxZ9Phbtqxx3MGDNC5VKkvTBABfoVtn0N2jSYKNpGjwYOOXLFGCPnXePGs3CeyrcmXaNiZPNo7Lnp3GrV9vbZ5gX4UK0baxdKlxXJo0NM7VWoXgezJlom1j2zYxJiKCT++vjTt1yvpcvZ23DBA+ffqUJUyYkDkcDlatWjWXca9evWLJkiVjDoeDlShRIkb+NkQfBgjBNAwQmlevHj1ouvolKUTP/fvi9/KHD3ldkiS0XNtE16+ndTlyGL++fg2kKlU8v00AAAC+bu5cevwtXdo4bs8eGpc2rbV5AoCPMDtA6OfHvix9jRT16WP8kmbv8AHfU6sWbRtjxxrHmb3DB3xPyZLmfoCgv2Zy/Li1eYJ9mfkBwr//iofBq1etz9XbecsAIWOMVa9ePfLOwNu3bxvGrFmzJvJvT8D0CtJggBBMwwCheTVr0oNmFHdTg0mPH4snJMoxJm5cWn72rPo8s2sLjhhB4+rX9/w2AQAA+Lr58+nx19WPR3fsoHEZM1qbJwB4IaeTDwhqH+Hh4peO8HAxzulkwcE0rFs34z/j70/jduywdjPBvr74graN4cON45ImpXFHj1qbJ9hXuXK0bcyYIcY4nWK39ssv1ucK9pQvH20bYWFizIMHYhu6f9/6XL1dbBkgXLp0aeRzhg0bZhijnWa0Tp067M2bN6T+4cOHzN/fnzkcDpY8eXL26NGjd9wS+K8wQAimYYDQvCpV6EFz0iTZGXmHFy/EE5Jr1xh788b9ye6uXbTO39/49fv2pXGtWlmzXQAAAL5s0SJ6/C1WzDhu0yYalzWrtXkCgJcJCzO91iD74w/DlwgJoWEdOhj/qeTJadyhQx7cLohVmjenbWPAADHG6PvuhQvW5wr2pF/jdOJEMebRI7EN3bljfa5gT0WL0rZhtMbp1atiG3rxwvpcvZ0V194PHz7Mli5dGvmYOHFi5N8sVaoUqVvqYs5iMwOEjDHWtGnTyLjy5cuzbdu2sRMnTrAlS5awgICAyLr58+d7ZFvBHAwQgmkYIDSvQgV60Jw+XXZG3uHtW/GE5OJFxp4/F8uvX1eft28frfv4Y+PX79yZxnXsaM12AQAA+LKlS+nxt3Bh47i1a2lczpyWpgkA3sTpND846GaAsGdPGta6tRgTESHOdnLmjIe3D2KNNm1o2+jZU4x58kRskr/9Zn2uYE916tC2MXq0GPPrr2IbevrU+lzBnj7/nLaN2bPFmNOnaUz8+Pz4BjHLimvvgYGBkX/DzMOI2QHCFy9esBo1arh87bhx47p9PlgDA4RgGgYIzTNzcIX/JkECum9PnzaeelT7a7hDh2jdhx8av3ZgII3r3duSTQIAAPBpK1bQ42+BAsZxYWE0Ln9+a/MEAC9idp1Bh4MPJDqdhi8zYAANbdZMjInqx4zg2zp0oG0jJESMuX1bbEOPH1ufK9hTo0a0bQwZIsZcuCC2obdvrc8V7KliRdo2pkwRY777jsakSGF9nr7A2wYIFatWrWKVK1dmqVOnZgkTJmTp06dnzZs3Z8eOHYvhrYP/AgOEYBoGCM0rXpweOBcskJ2R99CvvXDsmPFc6Nof+R47RuuSJjV+bf36D/gRCwAAgOetXEmPv3nzGsctXkzjihSxNk8AiKXMrjPoanDQaDGm/xs+nIY3aCDG3Lvn/rsK+LZu3WjbCA4WYy5eFNuQizFr8EEtW9K20bevGHP0KI354APr8wT7qlGDto/x48WY7dtpTIYMlqfpE3DtHWTAACGYhk7KvAVf4c8AACAASURBVEKF6IHTxZTN8B+kTEn37bffMnbrlviF6e+/1eecPEnrEiUyfu1q1Wic0dz9AAAAELPWrKHH39y5jePmzaNxpUpZmycAxELRWWcwPFwcSIxiFGbcOPoStWqJMZcvi3/q5UsPbS/EOn360LbRqpUY88MPNOa996zPE+wrKIi2j9BQMebrr2nMp59anyfYV/36tH2MGCHGrFpFY/LksT5PX4Br7yADBgjBNHRS5uXNSw+cK1fKzsh7fPop3bd79jB27Zr4pfvff9XnnD9P6+LEMZ4rvXRpGjdnjnXbBQAA4KvWr6fH3xw5jONmzKBx5cpZmycAxDIxtM6gO1Om0JeoXFmM0f9YMWHCGNg28BqDB9P20bixGLN3L435+GPr8wT76tSJto9OncQY/blW9uzW5wn21bQpbR8DB4oxc+fSmJIlrc/TF+DaO8iAAcIoPHjwgO3YsYMNGTKEVatWjaVMmTLygxoYGGjqNZ4/f842bdrEOnbsyAoXLsySJ0/O4sePzz788ENWvHhxNmzYMHbv3r0oX6ds2bLsXeYHflfopMzLmZMeONetk52R98icme7brVuNp1zRzqd/6ZJYb/Rj4AIFaMyKFdZtFwAAgK/auJEef7NlM46bPJnGValibZ4AEMvE0DqD7syaRV+mTBkx5uBBGpMyZQxsG3iNUaNo+6hXT4wxe5wE3xQaSttHUJAYs2gRjSla1Po8wb4CA2n76NVLjPnqKxpTrZrlafoEXHsHGTBAGAV3g3BmBgjPnTvHkiZNGuWAXrJkydjatWvdvhYGCGOPrFnpgXPzZtkZeY8cOcTB1zNnaFn8+PQ516+L1wCePxdfW/++bdpkzTYBAAD4si1b6PE3IMA4Tj+VX82a1uYJALGM2QHCKNYZdGfhQvpSxYqJMVu30phMmd5xu8CrTJhA20f16mLMkiU0plAh6/ME++rXj7aPFi3EGP3dzpUqWZ8n2Fe7drR9dOkixpi52xneHa69gwwYIIyCdtDN39+fValSJVoDhIcPH46ML1WqFBs3bhzbt28fO336NNu7dy/r0KEDixs3LnM4HCxevHhs9+7dLl9LGSAsXLgwu3DhgtuHJ6CTMi9jRnrg3L5ddkbeI39+8S6/H3+kZfo1GW7fFq8DPHkivnbatDRm715rtgkAAMCXbd9u7uL5yJE0rn59a/MEABtzOsX1A8PDxS8B/2GdQXdWrKAvnz+/GBMWRmPy5XuH7QSvM306bR8VKogx06bRmPLlrc8T7GvoUNo+GjYUY0aMwDkUuNalC20f7duLMd260Zi2ba3P0xfg2jvIgAHCKAwdOpTt2LGD3b9/nzHG2M2bN6M1QHj06FHWuHFjdvHiRZcxW7duZXHixGEOh4MFBASwCKPF0Zg6QFi2bNn/sinvDJ2Uefp18r7+WnZG3qN4cbpvFy5k7PvvaVmKFPQ5Dx6I1waMlhhJlozGHDlizTYBAAD4sl276PHX3984Dr9cBgBDYWHm1xr8D+sMurNuHX15ozVUZ8+mMaVLx2gKEMvp1/UqVUqM0f9Apm5d6/ME+xo9mraPOnXEmF69aIzJFZPAR5hpH61b05gePSxP0yfg2jvIgAHCaIruAKFZX3zxReTrnjp1yjAGA4SxR+rU9MC5f7/sjLxH2bJ0386cyfevtixNGvqcx4/FawN37tCYiAjG4sWjMWfOWLZZAAAAPuvrr+nx99NPjeP0U2i1bGltngBgQ06n+cFBDwwQ6qcPNZoiWT89co0aMZoCxHL66UMLFxZj+vShMa1aWZ8n2NfEibR9VK0qxuinkOza1fo8wb4GDqTto2lTMeaLL2jMsGGWp+kTcO0dZMAAYTR5aoBw1qxZka+7fv16wxgMEMYeKVLQA+ehQ7Iz8h5VqtB9O2lS1HcePH8uXhu4cYPG/PuvGHP1qnXbBQAA4Ku++YYefz/5xDiuRw8a16aNtXkCgA2ZXWfQ4eADie8wnagR/Q8c0qUTYwYMiPrCK/iuVato+8iTR4zp0IHGdO5sfZ5gXzNm0PZRrpwY07QpjRk40Po8wb7MTEFbubJ4LQ5iHq69gwwYIIwmTw0QTp48OfJ1N23aZBiDAcLY44MP6IHz2DHZGXmPOnXovh0zhrEtW2hZliz0Oa9fi9cHLl+mMX/+Kcb8/rt12wUAAOCrDhygx9/UqY3j9OujdOhgbZ4AYENmBwj9/PhUpDFM33+lSiXGmFnbCXzXxo20fWTLJsY0a0Zj+ve3Pk+wr/nzafsoUUKMqVGDxowfb32eYF/jx9P2YXSne7FiNGbBAuvz9AW49g4yYIAwmjw1QFinTp3I1w0PDzeMUQYI06RJw4oWLcr8/PxYokSJ2Keffsrq1KnDli9fzl6/fh1jOemhkzIvcWJ64MTuijmNGtF9O2QIY2vX0rKcOelzIiLEawQXLtCYX38VY54+tW67AAAAfNV339Hjb8qUxnHt29O4Ll2szRMAJHM6+YCg9hEeLp7Eh4eLcTF856DiyBH6p5MlE2O+/JLG9OrlkVQgltqxg7aPDBnEmJo1aczYsZanCTa2bBltHwULijGlS9OYOXOszxPsa8oU2j4qVhRjcuakMWvXWp+nL8C1d5ABA4TR5IkBwrNnz7J48eIxh8PB8hjNJ/F/ygChu0fOnDldDjBG5fbt224fO3bsQCdlEtay85yWLem+7duXsRUraFmBAuLzEiakMfqlPi9eFK8tvHljzTYBAAD4su+/p8ff5MmN49q0oXE9e1qbJwBIFBZmfq3BGF5n0J0TJ+ifTpRIjKlXj8aMGGFZehALmJlmu0wZGjNrlvV5gn2tWUPbR+7cYky+fDTGAzdUQyw2ezZtH59/LsakS0djdu2yPk9fgAFCkAEDhNEU0wOEL1++ZIULF458ze3bt7uMLV++PKtYsSKbPHky279/Pztz5gz7/vvv2bRp01iOHDkiXyNNmjTst99+i3YuUQ0+ah/opFwzulvt559lZ+U92ral+7Z7d8YWLqRlxYqJz0ualMb88AOtP36c1idJYs32AAAA+LqjR6O+A4cxxlq0oHH9+lmbJwBI4nSaHxy0eIDw/Hnxz0dE0JiKFWn91KmWpQexwKFDtH18+KEYkz8/jVm+3Po8wb42baLtI2tWMSZTJhqzbZv1eYJ9LVpE20fRomJMsmQ05vBh6/P0BRggBBkwQBhNMT1AGBwcbPr1Hj9+7LLu9evXLDAwMPK16hutKBsFDBDGjFevxC+J+vXu4L8LCaH7tmNH8ddOZcqIz0uRgsZ8/z2tP3iQ1n/0kTXbAwAA4Ot+/JEeg99/3ziucWMaN3iwtXkCgCRm1xl0OPhAooemEzVy+bKYgn7VjyJFaP2iRZalB7GAmWNg5sw0ZssW6/ME+9q5k7YPf38xJmVKGnPwoPV5gn2FhdH2kS8frY+IYCxOHBpz7pycXL0dBghBBgwQRlNMDhCOHTs28rWKFCnC/vnnn3d6PafTyT777LPI17xz5060no8pRmPG8+fil8QbN2Rn5T169qT7tnVr/itcbVmlSuLz0qShMfv30/rt22l9xozWbA8AAICv00/RlzixcVz9+jRu5Ehr8wQAScwOEPr5WT5vntE65s+e0ZjPPqP169dbmiLY3OnTtH3Ejy/GfPQRjTlwwPo8wb727aPtI00aMUa/5MrJk9bnCfa1fj1tH9mz0/pnz3Cd0yoYIAQZMEAYTTE1QDhv3rzI18mePTt7+PBhjOQ3YcKEyNddtWpVjLymAp2UOU+eiAfOW7dkZ+U9Bgyg+7ZZM8bGj6dlNWuKz0ufnsbs3k3r9fP258plzfYAAAD4ulOn6DE4QQLjuJo1ady4cdbmCQAWcDr5gKD2ER4ufsEKDxfjLLxzUPH772Jqf/5JY9KmpfV79lieJtjYxYtiG3r7lsYkSkTrT5yQkyvYU1RrOb98KbaxK1fk5Ar2tHUrbR+ZMtH6u3ejPtZBzMC1d5ABA4TRFBMDhKtXr2Zx48ZlDoeDZciQgd2+fTvG8tu5c2dkfhMmTIix12UMnZRZDx+KB85792Rn5T1GjKD7tkEDfgeBtsxoht2AABqzdSutN7OOIQAAAMS8s2fpMThePOO4KlVo3OTJ1uYJAB4WFmZ+rUEL1xl056+/xNTu3qUx+rXQjx2TkyvY07VrYht68UKtNxrcuXRJXr5gP8eP0/bx3nu0HteoICpff03bR9q0tP7SJbENvXolJ1dvh2vvIAMGCKPpXQcIt23bxuLHj88cDgf75JNP2LVr12I0v127dmGAUDIzvyKF/05/t2CNGowNGkTLmjQRn5c9O43ZsIHWT5tG6ytUsGZ7AAAAfN2FC+K5k5Fy5WjMjBnW5gkAHuR0mh8ctNEA4T//iKlpp11780asv3BBXr5gP7dvi23k8WO13mhw5/ff5eUL9nPmjPsfWl2/Lrah58/l5Ar2dPAgbR8ffUTrf/qJ1idKJCdPX4Br7yADBgij6V0GCPfv388SJUrEHA4HS5kyJfv5559jPL+JEydG5rdy5coYfW10Uub89pt48vX337Kz8h769QYrVmSsTx9a9uWX4vPy5qUx+hl4x4yh9XXqWLM9AAAAvs7M9GqMMVaqFI2ZN8/6XAHAQ8yuM+hw8IFECdOJGnE6xfR++UWtN1p+4rff5OUL9mPU9B88UOuNBnf++UdevmA/RrMwv3mj1hsNIEZEyMsX7OfoUdpGPviA1h84QOtTpZKTpy/AtXeQAQOE0fRfBwiPHj3K3n//feZwOJifnx876YEVgZ1OJ8uRI0dkfrdieOE7dFLmGJ3Aa6cIgXczZw7dt6VLM9atGy0LDhafV7gwjVm6lNYbrW0IAAAAnmc0bdHr12JckSI0ZvFi63MFAA8xO0Do58enIrWRuHFpimfPqnVR3R0G8PffYhvRXsrRT8MdNy4Gd4CK6g7BqNYoBDh5kraRhAlp/ZYttD4gQE6evgDX3kEGDBBG038ZIDxz5gxLnjw5czgc7P3332dHjhyJ9t89ePAge+zmm8Tr169ZYGBgZG61a9eO9t+ICjopc8xe5IL/ZskSum+LFGGsY0daFhIiPq9kSRozfz6t1w8ytmtnzfYAAAD4uqtXxXOnly/FuPz5aYzNxggAIDqcTj4oqDyMboEJD6cxf/xhmzsHtZIkoWlrvyob3SFtw00AiYzWGLx6Va3XD+74+cnLFezpzh2xDT16pNbv3Enr/P3l5Qr2ZDTdv/aHCMuX07r8+eXl6u1w7R1kwABhFA4fPsyWLl0a+dBO4VmqVClSt1R/SxJj7Nq1ayx16tSRz5k6dSq7cOGC28cD7XwS/xcYGMiSJk3KmjdvzhYsWMAOHTrEzpw5ww4fPsymTZvGcubMGfk3UqdOzW5oFz6IIeikzInqwArvZtUqum/z5GEsKIiW9eghPq9sWRozaxat179GaKglmwMAAODzbtxw/8t3Rc6cNGbtWutzBYAYEBZmbr1Bm6wzGJXkyWnahw+rdT/8QOvee09enmBPb9+KTV+7Go1+cCd9enm5gj0ZrVN5/75av3o1rcudW16uYE+XL7v/sd6sWbSuTBl5uXo7XHsHGTBAGAXtXXlmHnpLly6N1vMdDgcbNmzYf84jT5487OLFix7ZF+ikzDl9mh4448eXnZF32biR7t9s2Rhr0YKW9e8vPq9yZRozZQqtb9KE1g8ebM32AAAA+LpffxUvSjx9KsZlzUpjNm+2PlcAeEdOp7nBwVg0QJg6NU17/3617ptvaN3HH8vLE+wrQQLaTk6dUuv0gzu5csnLE+zJaJpa7Vqn8+fTuhIl5OUK9hTVufjYsbSuVi15uXo7XHsHGTBAGAW7DBCGh4ezqVOnssaNG7PcuXOzNGnSsAQJErCkSZOygIAA1qRJE7Zhwwb2RrsScQxDJ2XO8eP0wJkkieyMvMuOHXT/ZsjAWKNGtGzoUPF5NWvSmPHj3dePG2fJ5gAAAPg8ozW6njwR4zJkoDE7dlieKgC8q+isNRhL5uJMn56mvmuXWmf040YAvaRJaTs5dkytw+AORMVomtorV9T6iRNpXdWq8nIFe7p3T2xDDx+q9f3707pmzeTl6u1w7R1kwAAhmIZOypyjR+mBM1ky2Rl5l337xF/h1qlDy0aPFp9Xvz6NGTmS1pcrR+tnzLBmewAAAHzd77+LFyX++kuMS5uWxuzda32uAPCOzAwQ+vnFqkVGs2Sh6Wvvbtavn16okLw8wb5SpqTt5Ntv1Tr94E6VKtLSBJuKiBC70QsX1PohQ2hdw4bycgV7evRIbEN37qj1ISG0rkMHebl6O1x7BxkwQAimoZMy57vv6IHzww9lZ+Rd9Iu0J0/OWLVqtGziRPF5jRvTmCFDaH3hwrR+yRJrtgcAAMDXPXggXpQwmlnwo49ozMGD1ucKANHgdPIPs/YRHi5+4MPDaUwsuXNQkSsX3Zw1a9S66dNpXfny8vIE+9L/AGbPHrUOgztgRsKEtJ2cPKnWhYbSuqAgeXmCPT1/Lh6ar19X61u1onV9+sjL1dvh2jvIgAFCMA2dlDn6O9zSpJGdkXcxmsK1fHlaNn26+LyWLWlMv360PkcOWr9unTXbAwAA4OsePhQvSty7J8bply07csT6XAHApLAwr1tr0JWCBenmLF+u1o0aRevq1pWXJ9hXpky0nWzfrtZ1747BHYjaBx/QdqKdpjYoiNaFhsrLE+zJ6TT+7Y6ibl1ap5+RC2IOrr2DDBggBNPQSZmzezc9cKZLJzsj73LuHN2/ceMyVrIkLZs3T3ye/qS4Rw9a727tEAAAAPAco2mN7t4V45IkoTHHj1ufKwCY4HSaHxz0ggHCEiXo5ixYoNb16UPrWraUlyfYV/bstJ1s2KDWYXAHzHA3TW3DhrROP5sSAGP82pq2nZw5o9ZVqEDrpk2Tl6e3w7V3kAEDhGAaOilztm2jB85MmWRn5F0uXRKvKeTPT/9tND1ox440JiSE1n/4Ia3/7jtrtgcAAMDX/f23eGy/dUuMix+fxpw+bX2uAGCCmXUGlYefX6ybUlSvbFm6STNnqnUdOtC6zp2lpQk2li8fbScrV6p1GNwBM9xNU1u1Kq0zWpIFwN0P8bAkj3Vw7R1kwAAhmIZOypxNm+iBM1s22Rl5l5s3xesKmTPTf69aJT6va1ca0749rXc3Zz8AAAB4zj//iMf2mzdpTESEGPPzz1LSBQAts+sMuhocDAuTvQXvrEoVulmTJql1zZvTuv795eUJ9lWkCG0nixerdfr2hcEdMKKfpnbbNrVOf5fz/Pny8gT7Sp6ctpPvv1frsmWjddq7nCFm4do7yIABQjANnZQ5a9fSA2fOnLIz8i6//y5eW0iVKuqTlV69aEzr1mrd69fia/7yi3XbBAAA4MtevBCPw9eu0ZhXr8SYy5fl5AsA/xeddQbDw8WBxFh+56Cidm26qWPGqHW1armuA1CULk3byZw5al3x4hjcgajpp6ldv16ty5WL1q1eLS9PsK80aWg72bdPrfvkE1q3d6+8PL0drr2DDBggBNPQSZkTFkYPnPnyyc7IuxitU5QoketfyykGDKAxzZurdY8fi695+7Z12wQAAODLjAb/rlyhMWbuMgQAC/nYOoPu6KeAHDpUrStThtZppx8FUFSsSNvJ1KlqnX5wZ80aeXmCfemnqdXenO3vT+t27pSXJ9iXu3by/vu07ocf5OXp7XDtHWTAACGYhk7KnCVL6IGzcGHZGXmX58+jvv6gnW9fMWwYjWnYUK27c0d8jUePLNskAAAAn/bmTdR38hv9QOjOHTn5AgDzuXUG3WnRgm6udhrRAgVo3fLl8vIE+6pRg7aT8ePVuvTpMbgDUStalLYT7TS17qaOBFBkyULbyaZNvNzoPB3T/HsOrr2DDBggBNPQSZkzfz49cJYoITsj72J0cqJ/HDwoPm/0aBpTt65ad+mS+BqvXlm3TQAAAL7MzPqCDx741A1JAPZndoDQS9YZdCcoiG5yjx5qXUAArduyRV6eYF/169N2MnKkWqe/UReDO2DE1TS1ERGMxY1L686ckZsr2JOrqWifPBEP7bduyc3Vm+HaO8iAAUIwDZ2UObNn0wNnmTKyM/I+8eO7vw5x9Kj4nAkTaEz16mrdqVO0LkEC67YFAAAAGIsThx6Lz52j9bdvi8f7x4/l5Argc5xOcf3A8HDxQ+nF6wy607Ej3Q2dO6t1+rXS9++XlyfYV9OmtJ0MGsTLIyLE4+PZs3JzBXtyNU2t0QxM16/LzRXsqWBB2k6WLePlt26JbejJE7m5ejNcewcZMEAIpqGTMmfaNHrgrFBBdkbeRz//uf5x4oT4HP37UrGiWnfoEK1LkcK6bQEAAADxxz/6X7ffuCEe758/l5MrgE8JCzO/1qCP3tbbvTvdDW3bqnWJE9M6fI0GI4GBtJ307s3Lnz0TP2Y3bkhNFWzK1TS19+6JbejhQ7m5gj2VKEHbyfz5vPznn8U29OaN3Fy9Ga69gwwYIATT0EmZM3EiPXBWrSo7I+/z4Yfur02cPy8+Z84cGvP552rd7t20Ll0667YFAAAAGEuUiB6LT56k9UbTgb9+LSdXAJ/hdJofHPThAcK+feluaNmSl796Je6iS5fk5gr21K4dbSddu/Ly33/H4A6Yo5+mdsQIXn75stiGXr6UmyvYU7lytJ3MmMHLf/iBlr//vtw8vR2uvYMMGCAE09BJmTN2LD141qolOyPv88kn7q9NGH3xXriQxhQvrtZt2EDrsme3blsAAACAsSRJ6LH4+HFaf+GCeLyPiJCTK4DPMLvOoMPBBxJ9YDpRI0OG0F3RqBEv//NPcTfdvSs3V7CnLl1oO2nfnpcb/TgGgztgxNU0tSdP0vKECeXmCfZVpQptKxMn8vK9e2n5J5/IzdPb4do7yIABQjANnZQ5I0bQg2f9+rIz8j6ZMrm/PmE07cry5TSmYEG1bulSWleokGWbAgAAAIyxpEnpsfjYMVqP9YIBJDA7QOjnx6ci9VGjR9PdUacOLzeaGvnZM7m5gj316kXbSWAgL//pJ1qeKJHUNMHGvvySthVlmtqDB2l5ypRy8wT7ql2btpXRo3m5/gf12bLJzdPb4do7yIABQjANnZQ5+l+QNm4sOyPvkz27+2sURr/MXbOGxuTOrdbNmkXrypSxblsAAABAnMXwyBFa/+OPtB7TGwHEMKeTDwhqH+Hh4ol2eLgY56N3Dir0S0xUq8bLz52j5XHi4M5nMDZwIG0rTZvy8v37aXmqVHLzBPtyNU3t1q20PFMmuXmCfTVsSNvK0KG8fMkSWl64sNw8vR2uvYMMGCAE09BJmdO/Pz14Nm8uOyPvky+f+wFCo3UZNm1y/aun8eNpXY0a1m0LAAAAiOsLHzpE67//ntYnTy4nTwCvFBZmfq1BH11n0J3p0+kuKl+elx8+LN5oCWDE1SxEW7bQ8syZ5eYJ9uVqmtqwMFqeL5/cPMG+WrSgbaVfP14+bRotr1BBbp7eDtfeQQYMEIJp6KTMcTU9CMScokXdX7d4+lR8zvbtrn8552rdEAAAALDGRx/RY/HBg7T+wAFanzq1nDwBvI7TaX5wEAOEhubNo7uoZElevmsXLU+XTm6eYF/6H6zWrMnL9ctk5M8vN0+wL1fXoWbPpuWlS0tNE2wsKIi2ldBQXj5yJC2vW1dunt4O195BBgwQgmnopMzp1o0ePIODZWfkfcqUcX/dwmjh9j17aMynn6p1PXrQujZtrNsWAAAAYCxNGnos3r+f1n/9tevjOAC8A7PrDCq3wPn4dKJGXK1nvnYtLc+ZU2qaYGNTp9K2UqkSL585k5ZjKQxwRT9NbbNmvHzcOFqO2ZLAlU6daFvp1ImX9+lDy1u1kpunt8O1d5ABA4RgGjopc1wdVCHmVK7s/tqF0doe+sW5tes3tG9P67p0sW5bAAAAgLG0aemxeO9eWu9uJgAAeAdmBwj9/PhcdSBYvZruKmWt8wULaHnx4nLzBPvS3+X1+ee8fMwYWl6rltw8wb6GD6dtpUEDXu5qfUsAve7daVsJCuLlHTrQ8pAQuXl6O1x7BxlsNUDodDrZd999x0aMGMHq1KnDcufOzT766COWJEkSlixZMubv789Kly7NOnTowJYsWcLu3LkjO2Wfgk7KnOBgevDs1k12Rt6nVi3X1y4SJDB+zpEj4jUORfPmtK5/f2u2AwAAALj06emxePduWr9xI63XriUMACY5/8fefYdHUa1hAN8zIYVQQu8gvUiTjhQBERC8ggiCKIKUgAEVlSZIlaagFAGpihjpFxCQIoKIdEE6CwgK0pHehU3y3T/2ZpOzszM7Idn9Znbf3/PM85gzM5t3N8eZ4Xw7cxzOgmDyxW5XX1Db7ertcOegJve5zkuUcLZ/9pnc3qgRb04wr9mz5b5Svbqz/cMP5fbXXuPNCeblfqdg4mNq3ecmjI7mzQnm1a+f3Fdef93Z3q4dxsv8CWPvwMEUBcJt27ZR586dKUuWLKQoimsRQqiW5OsVRaFq1arRF198QTdv3uR+GwEPBylj3nxTPnl+8AF3osDTurV2gTBDBs/77NolbxcZmbSuRQt53YgR/nkfAAAA4PTEE/K5eNUqef2CBfL6smVZYgJYV2ys8bkGMc9givzwg/zxPfGEs33oULm9VSvOlGBmsbFyX6lY0dneo4fc3r07b04wr/Hj5b6S+Jjajh3l9t69WWOCiQ0eLPeVV15xtrt/QX/0aN6cgQ5j78CBtUC4fPlyqlKliseCYKFChahq1arUuHFjatu2LTVv3pzq1KlDZcuWpcjISFXRMGPGjPTuu+/ShQsXON9SQMNBypjXX5dPnv37cycKPO6fcfIlWzbP++zbJ2+XLl3SuoYN5XUTJvjnfQAAAIBT0aLyuXjFCnn93Lny+kqVeHICWJLDYbw4iAJhiv30k/zx5cnjbMc852DU4sVyXyld2tnevr3c3rcvb04wL63H1LZsWEj0YQAAIABJREFUKbcPH86bE8xr5Ei5rzRv7mx/5hm5fcoU3pyBDmPvwIGlQLh161aqVq2aVBR88sknafDgwbR69Wq6cuWK7v5xcXG0f/9+mjlzJrVt29ZVMFQUhSIjI2nQoEF07949P72b4IGDlDFt2sgnz0GDuBMFns6dtcczEv9B7u7IEfW28fHOdTVryu0zZ/rvvQAAAIDzkXzJz8XLlsnrtR6/BgAGGJ1n0GZzFhLxONEU2bxZ/gizZnW2d+kit2PqCdCyYoXcVxLn2W3eXG7Hk25Ai/t1Uo0aznb3L0OPH8+bE8xr3Di5rzRp4mx/6im5fe5c3pyBDmPvwIGlQJhYFMyaNSv17duX9u3bl6rXu3v3LsXGxlK9evVchcKPP/44jdJCIhykjME3tHwvJkZ7TCPxkT7uTpxQb/vvv8515crJ7fPn++2tAAAAADnvlkh+Ll6yRF4/bZq8vk4dnpwAlmS0QBgV5XzWIaTIzp3yx5g4lcErr+CLo2DMunVyX8mf39neoIHcPmkSb04wr2+/lfvKU08526tXl9tnz+bNCeY1aZLcV+rXd7YXKya3L1/OmzPQYewdOLAUCLNnz06jRo2i27dvp/lrb9myhRo1aoQCoQ/gIGUMns/te+6P60m+lCjheZ/Tp9Xb3rnjXFekiNzu/lgzAAAA8K0nn5TPxQsXyuvdBy0aNODJCWB6DoezIJh8sdvVF8J2u3o73Dn4WNynMggJcbY//7zcPnYsb04wr02b5L6SI4ezvUoVuf3rr1ljgoktWiT3lTJlnO3uX8BatIg3J5jX9OlyX3n6aWd7zpxy+8aNvDkDHcbegQNLgfDu3bsB8TuCDQ5SxuAfgr734YfaBcJy5Tzvc+GCettr15zrcMEDAADAq3x5/bv5P/tMXp/42CMASCY21vhcg5hnMM14qr/GxRHVqiW3TZ/OnRTMavt2ua9kyuRsd3/89n//y5sTzOv77+W+UrSosz1fPrl97VrenGBec+bIfaVyZWd7eLjcjuFg38LYO3BgKRCCNeEgZYz7M94nTOBOFHiGDtUe60i8iHF39ap624sXnesiI+X2nTv99lYAAACA1PObuD/lcPRoef1//sOTE8C0HA7jxUEUCNPUn3+qP97799XTGMybx50UzGrPHrmvhIU523PnltvXr+fNCea1dq3cVxIfU5spk9y+bRtvTjCv+fPVX75/+FB9fjt2jDtpYMPYO3BAgRAMw0HKmGeekU+eU6ZwJwo8Y8Zoj3XUrOl5n9u31dv+/TdRfLy6/fBh/74fAACAYFe5snwu/uYbef3w4fL6l1/myQlgWkbnGbTZnIVEPE40zZw7p/6Ib9xwzo2evG3VKu6kYFaHDqn7UEICvsgKxv38s9xXcub0PNZx8CB3UjCrpUvlvlKihOcv2l+4wJ00sGHsHThYskB4+vRp2rNnD125coU7SlDBQcqYp5+WT54zZnAnCjzjx2uPd9Sr53mfBw/U25486ZyH0L391Cl/vhsAAACoVk0+F3/1lbz+o4/k9W3b8uQEMC2jBcKoKPUtupAqnj76S5eIsmaV2zZv5k4KZvXHH+o+dPeuuu3IEe6kYFbbtsl9JXNmolu31H3o9GnupGBWP/wg95VChYj++kvdh+7c4U4a2DD2DhxMVSC8cuUKzZgxg2bMmEE3b95Urf/zzz+pevXqpCgKKYpC6dKlozZt2njcFtIeDlLGVK0qnzwxkXjamzpVe8yjUSPP+8TFqbe1252PGXVvxxOXAAAA/KtmTflcPGuWvL5fP3n9G2/w5AQwBYfDecGafPE0EZ7drt4Odw6mOU+D8H//TRQSIrft3cudFMzq7789F3Lc286e5U4KZrV7t9xXwsM93918/Tp3UjCr9evlvpI7N9GBA3KbEM67m8F3MPYOHExVIJw+fToJIahEiRKqdQ8fPqSSJUuSoigkhHAtiqJQPa1bhiBN4SBljLc5dCD1Zs/WLhDqzUnk/o/0/fuddxG6v8b9+/57LwAAAEBUu7Z8Lp4+XV7/3nvy+s6deXICsIuNNT7XIL715hf//qv+6N0HVW025787ADy5dEndX9znJbTZnMVoAE8OHvR8x6l7G74jAlo2b5b7SpYsRFu2yG1RUdwpAx/G3oGDqQqEL7/8MimKQv369VOtmzlzpqsg+MILL9D48eOpWbNmrrbFixczJA4uOEgZU7asfAJdsIA7UeD57jvtcRC9OYnSp5e3/e03Z5EQ34gCAADgVbeufD6eOlVe37OnvP6tt3hyArByOIwXB1Eg9JuEBPVHv2ED/hxg3I0b6v6ybp26LT6eOymY1fHj6v7iXtxJn547JZjZzp1yf4mMJFq9Wm4rUIA7ZeDD2DtwMFWBsGzZsqQoCi1btky1rl69eiSEoGeffVZqb9iwIQkhqGXLlv6KGbRwkDKmZEn5BPrf/3InCjxLlmiPg7Rrp71f5szyttu2qZ/VnymT/94HAAAAONWvL5+PJ0+W10dHy+vfeYcnJwAro/MMJn7NH7eK+E1YmPzxL1yo/pP8+y93SjCr+/fV/SU2Vv45Y0bulGBmnh5Ju3y5/HPu3Nwpwcz27ZP7S0iI+lz25JPcKQMfxt6Bg6kKhDlz5iRFUWj37t1S+/379yksLIwURaFFixZJ6+bPn09CCCpUqJA/owYlHKSMKVJEPoGuWMGdKPCsXKk9FtKxo/Z+OXLI227apH7Oep48/noXAAAAkKhhQ/l8PHGivP7NN+X1vXvz5ATwG6PzDGoVBzHPgV9lyiT/CaZMkX8ODeVOCGYWF6f+33j8ePnnfPm4U4KZXbyo7kMzZ8o/Fy/OnRLMzNMlxrRp8s81a3KnDHwYewcOpioQhoaGkqIo9Pvvv0vtmzZtIiEEhYSE0HW3GXV37txJQgiKiIjwZ9SghIOUMQUKyCfQNWu4EwWeH3/UHg+JjtbeL18+edsffyRatgwXzQAAANwaN5bPx59/Lq9/7TV5/Ycf8uQE8IuUzDNot6sLibhz0O+yZ5f/LEOHyj9nz86dEMwuJETuMwMHyj+XLs2dEMzs2jX16WH0aPnnypW5U4KZnTyp7kMjRsg/N2rEnTLwYewdOJiqQJg1a1ZSFIXWuFVUhg4dSkIIKleunGqf33//nYQQlBHPW/A5HKSMyZNHPoH+9BN3osDjPnly8uXtt7X3K1xY3nbVKvWjWypW9N/7AAAAAKfnn5fPx2PHyutfeUVeP3gwT04An8M8g5bk/kXEHj3kn4sU4U4IZhcZqf7ia/Kfq1fnTghmdveu+vTw/vvyz/Xrc6cEMzt7Vt2H3n1X/rlVK+6UgQ9j78DBVAXCmjVrkqIo1KtXL6m9XLlypCgK9ezZU7XP6tWrSQhBxYoV81fMoIWDlDHu3x7dtIk7UeBxnzw5+fLBB9r7lSghb7tsmfqRCbVr++99AAAAgNMLL8jn408+kde3aKH+RjNAQMI8g5bkPs1EmzbyzxUqcCcEs8uaVe4zL70k/9ywIXdCMDOHQ32KaN9e/vnFF7lTgpl5uvxo107+uVMn7pSBD2PvwMFUBcKPP/6YhBAUHh5OM2fOpKNHj1L//v1JCEGKotCGDRtU+4wcOZKEEFS3bl2GxMEFByljMmeWT6Bbt3InCjzukycnXwYM0N6vbFl524ULiT77TG5r3Nh/7wMAAACcmjeXz8ejRsnrmzXTLyACBAyjBULMM2gqpUvLf54GDeSf69ThTghm5/4kotq15Z9btuROCGanKHKfcX86w+uvcycEM7t1S32p0aiR+o5C8C2MvQMHUxUIb9y4QXny5HEVBBMXIQQ9/fTTHvepUaMGKYpCH+jdNgRpAgcpY9Knl0+gu3ZxJwo8R49qj5UMHaq9X6VK8rbffks0bJjc9vLLfnsbAAAA8H8tW8rn448/ltc/95y8fvx4npwAacrhUM8faLerL3Axz6DpVawo/8nKlZN/btaMOyGY3RNPyH2mVCn5544duROC2bmPRVWtKv/81lvcCcHM/v1XffnhPoY2aBB3ysCHsXfgYKoCIRHR4cOHqWLFiiSEcC21atWic+fOqbY9ePCgq5i4du1ahrTBBQcpY9Klk0+ge/dyJwo8f/2lXSAcPVp7vxo15G1nzybq21due+MN/70PAAAAcGrVSv8LP/XqyesnT+ZICZCGYmONzzWIeQZNr3p1+U/mfjdY27bcCcHsSpaU+4z71CXvvMOdEMzO/ZTiXnTu1487IZhZQoL68qNAAfln9znCIe1h7B04mK5AmOiPP/6gX3/9lU6cOKG5zd69e2n27Nk0e/ZsevTokR/TBSccpLzzdEI9dIg7VeA5f157/OSzz7T3q1NH3nbaNKKYGLktJsZ/7wMAAACc3OfrGjxYXl+rlrx+xgyenABpwuEwXhxEgdAS6taV/2TuXxqNjuZOCGZXvrzcZ4SQfx44kDshmF2uXHKfyZBB/nnkSO6EYHahoXKfCQ9Xj6GBb2HsHTiYtkAI5oODlHeeJoY+epQ7VeC5elV7/ETvjoJnn5W3nTSJqEMHua1PH/+9DwAAAHBq105/INT9MVlff82TEyBNGJ1n0GZzFhLxOFHTa9hQ/8/Yuzd3QjC7KlX0+xDm3gVvChbU70OTJnEnBLPLmFG/D82bx50w8GHsHTigQAiG4SDl3f376hPoyZPcqQLP3bvaFyx6dxS4T9I9bpxzzsHkbcOG+e99AAAAgNPrr8vn4/795fXu83t99x1PToA0YbRAGBXlfBQpmF6zZvp/yuHDuROC2bnfKe++fPkld0Iwu+LF9fvQnDncCcHs3B9t7L6sWsWdMPBh7B04oEAIhuEg5d2tW+oT6N9/c6cKPJ7u1DRy0du8ubztqFFETZqoi4YAAADgX97u6C9TRl6/aBFPToAUczicBcHki92uvoi129Xb4c5By2jZUn9Qdfx47oRgdg0a6PchfDEGvClbVr8PLV3KnRDMLl8+/T70yy/cCQMfxt6BA0uBsGXLlrR//36fvPaDBw9owoQJNAMTk6Q5HKS88/ToywsXuFMFJkXxfMEyf772Pq1aqe8WrF0b38wEAADg1qmTfD7+4AN5vfu34pcv58kJkCKxscbnGsQ8g5b26qv6f97Zs7kTgtm5P+3GfVmxgjshmF2lSvp9aP167oRgdkWK6PehvXu5EwY+jL0DB5YCoRCCFEWhFi1a0K+//pomr/nPP//Q2LFjKU+ePKQoCg3HMzzSHA5S3l26pD6BXrnCnSowRUZ6vmD573+19/E0v9FTT8lt337rv/cAAAAATl27yufjXr3k9YUKyet/+IEnJ4BhDofx4iAKhJbXsaP+n3fxYu6EYHYtWuj3oU2buBOC2dWsqd+Hdu7kTghmV6qUfh/CFEq+h7F34MBSIBwwYABFRES4CoVPPPEEDRgwgHbv3k1xcXGGX+fcuXM0d+5catKkCYWGhpKiKCSEoFq1atHBgwd9+A6CEw5S3p09qz6B3rjBnSowZc3q+YJF75no7v9w79NHfUcCHrsBAADgf926yefjt9+W1+fNi2/Bg8UYnWfQZnMWEvE4UUtzP4a5L2vXcicEs2vTRr8P/f47d0Iwu3r19PuQ3c6dEMyuQgX9PnT5MnfCwIexd+DAUiAkIjp9+jR16tSJQkNDXYVCRVEoffr0VLNmTYqJiaGhQ4fSxIkTae7cuTR9+nQaPXo09e3bl1q0aEH58uVz7SOEICEElSlThpbjeUM+g4OUd3/9pT6B3r3LnSow5cnj+YLlxx+194mOlrd99131gKPe/gAAAOAbMTHy+bhHD3l99uy4kwIsxmiBMCrK+ShSsLS339b/M2/bxp0QzO6NN/T70IkT3AnB7Bo31u9DZ89yJwSzq1ZNvw89eMCdMPBh7B04sBUIE505c4b69etHefLkcRX6khcMtZbE7UJDQ+mll16iNWvWUEJCAvfbCWg4SHl3/Lj6BPrwIXeqwPTEE54vWPQmTe7RQ942JoYoUya5betWv70FAAAA+D/3wfXu3eX1mTNjsB1MzuFwFgUTF7vd8+0bybf55x/cORggevfWH1Q9dIg7IZhdly76fejSJe6EYHYvvqjfh27d4k4IZlenjnb/CQ0lwrC772HsHTiwFwgTxcfH088//0yDBw+m+vXrU2RkpFQwTL4ULVqUOnbsSLNnz6aLFy9yRw8aOEh5d/iw+iSKE6hvaD0bfft27X3ee0/etnNnIkWR2/bv9997AAAAAKdeveTzcdeu8vqICHk9LkXBVGJjjc03iHkGA9bAgfp/+r//5k4IZuf+ZVb35f597oRgdq1b6/eh+HjuhGB2DRtq959s2bjTBQeMvQMH0xQI3cXHx9M///xDR44coS1bttDu3bvp9OnTdO/ePe5oQQsHKe/275dPoCEh3IkCl9az0ffs0d6nXz95W08X0Hh0CwAAgP+9/758Pu7USV4fEiKv37ePJyeAisNhrDiIAmFAGz5c/09//Tp3QjA79/Ng8iVdOnzxGLx77TXtPpQxI3c6sIJmzbT7UOHC3OmCA8begYNpC4RgPjhIebd7t3wCDQ/nThS4tJ6Nrvf4nkGD5G09fTsKNyUDAAD4X58+8vm4Y8ekdfHx6vP1kSNsUQFkKZlrEI8TDViffKL/58efHrz58EPcuQOp06mTdh/Kl487HVjBSy9p96EKFbjTBQeMvQMHFAjBMBykvNu+Hd/S8hetZ6MfP669j/s3eytXVu9/+7b/3gMAAAA49e8vn4/bt09a9++/6vP1H3/wZQWQGCkQRkU5H0MKAWvCBO0/f2QkdzqwgqFDtfvQE09wpwMreOst7T5UqhR3OrCCtm21+1Dt2tzpggPG3oEDCoRgGA5S3m3eLJ9As2blThS4nnvO80XL6dPa+4wZI29bpIh6/7g4/70HAAAAcHKfv6tdu6R1t2+n7HwP4DMOh7MgmHyx29Ud1G6Xt8HtYwFv6lTtQdXcubnTgRWMHq3dh8qX504HVuA+n3PypVo17nRgBR06aPehpk250wUHjL0DB9MWCP/66y8aNmwYNWnShCpWrEglS5akkydPStscOXKEfvzxR9q6dStTyuCCg5R3GzbIJ9BcubgTBa4XXvB80XLhgvY+n38ub5sli/xz+vT+yw8AAABJ3B8D3qZN0rpr19Tn+/Pn+bJCkIqNxVyDoGn2bO3uUKIEdzqwAvd/q+LOHUipfv20+1DDhtzpwAqio7X7UNu23OmCA8begYPpCoTx8fHUv39/Cg0NJUVRSAhBQghSFIWOuE02smrVKhJCUGhoKJ3HKIHP4SDl3bp18gk0f37uRIHr5Zc9X7Rcu6a9z+TJ+mM5OXP6Lz8AAAAkcX+0WuvWSesuXVKfs69cYYsKwcjhMF4cRIEwKMXGaneHKlW404EVTJmCO3cgddy/bJV8eekl7nRgBW+/rd2HunblThccMPYOHExXIOzevburMJg3b15q2bKlZoGQiKhIkSKkKAp98cUXDGmDCw5S3q1aJZ9AMVeA77z2mueLljt3tPeZPl1/LKdwYf/lBwAAgCQffyyfk1u2TFp35oz6nH3zJl9WCEJG5hlMXKKi8EjRILR4sXaXaNCAOx1YwcyZ2n0o+V31AFpGjNDuQx06cKcDK/jgA+0+9MEH3OmCA8begYOpCoSbNm1yFQP79+9Pjv//w0qvQNi3b18SQlCLFi38HTfo4CDl3bJl8gm0eHHuRIGrUyfPFy0PH2rv8/XX+uM55cr5Lz8AAAAkGTlSPic3b5607s8/1efs+/f5skIQMlogjIpy3koGQWfFCu1ukfx4BqBl7lzcuQOpM3asdh96+23udGAFAwZo96Fhw7jTBQeMvQMHUxUI27ZtS0IIatasmdSuVyBcunQpCSGoOCoxPoeDlHeLFskn0DJluBMFrrfe8nzRkpCgvc933+mP6dSo4b/8AAAAkGTMGPmc/MILSeuOHlWfs3GDFviMw+EsCCZf7HZ1J7Tb1duhYwYt96kmki/t23OnAytYuBB37kDqTJqk3YcGDOBOB1YwbJh2H/r8c+50wQFj78DBVAXCggULkqIotGzZMqldr0C4a9cuEkJQhgwZ/BUzaOEg5Z17AapCBe5EgatXL/UFS1iY/j56j/6x2TBxNwAAABf3b70nn2/p4EF5nRD6XwgCeGyxscbnGsQ8g5DMpk3aXaVHD+50YAXLl+POHUgdvSlVxozhTgdW4P6FveTLrFnc6YIDxt6Bg6kKhOHh4aQoCu3bt09q1ysQ7t27l4QQFB4e7q+YQQsHKe/mzJFPoJiQ3nf691dfsGTKpL+P3j+6bDY8/gcAAIDL55/L5+TGjZPW7dmTsi8EATwWh8N4cRAFQnCzbZt2V+nfnzsdWMGaNdp9aPx47nRgBXpTqkydyp0OrGD8eO0+tGgRd7rggLF34GCqAmG2bNlIURRav3691K5XIFy1ahUJIShPnjz+ihm0cJDybtYs+QSKR1b6zpAh6guW7Nn191m9Wn+cp107/2QHAAAA2YQJ2nf179ghr8uYkS8nBDCj8wzabM5CIh4nCsm4f5Eh+TJqFHc6sIKNG3HnDqTOvHnafejbb7nTgRVMnardh9as4U4XHDD2DhxMVSCsUqUKKYpCkyZNktr1CoQ9e/YkIQQ1xLMBfQ4HKe++/FI+gdapw50ocI0apb5gyZdPf5+fftIf64mO9k92AAAAkH3xhXxObtAgad3mzfK6rFn5ckKAMDrPoFZxMDaW+x2AyRw6pN1lJk/mTgdWsHUr7tyB1Pnvf7X70Pffc6cDK3C/6SH5snUrd7rggLF34GCqAuGAAQNICEElS5ak+Ph4V7tWgfDo0aMUGRlJiqLQZ5995u+4QQcHKe/cJ4VOPrgFacv9UWQ2G1Hhwvr7uA8wui/vveef7AAAACBz/8byM88krduwQV6XOzdfTggAKZln0G5XFxJx5yB48Mcf2t3om2+404EV/Pabdh9au5Y7HVjBqlXafWjjRu50YAXffqvdhw4e5E4XHDD2DhxMVSC8cOECZciQgRRFoZiYGIqLiyMizwXCn3/+mQoWLEhCCMqePTvdvn2bK3bQwEHKu88+k0+gyefPgbQ1ZYr6gqVkSf19tm/XHwMaNMg/2QEAAEA2fbp8Tq5dO2md+7xMBQrw5QSLwzyD4CN//63djZYt404HVnDggHYf2raNOx1Ywfr12n1o927udGAFixZp96FTp7jTBQeMvQMHUxUIiYjmzp3rKggWLlyY3nnnHdfPMTExFBMTQxUqVCBFUUgIQSEhIbRy5Uru2EEBBynvxoyRT6AvvMCdKHB5evRB+fL6++jNDWKzOf9+AAAA4H8zZ8rn5Jo1k9atWCGvK1qULydYHOYZBB+5dEm7K23YwJ0OrODYMdy5A6nzyy/afej4ce50YAXff6/dh65d404XHDD2DhxMVyAkIpo3bx5lzpzZVRh0X4QQJISgjBkz0pIlS7jjBg0cpLwbMUI+gbZowZ0ocHl69EGVKvr7HDyoPw6E+UEAAAB4fPWVfE6uXj1p3ZIl8rpSpfhygsUZLRBinkFIoevXtbsT/ukMRpw6pd2HTp/mTgdWsGOHdh+6cIE7HVjB2rXafejRI+50wQFj78DBlAVCIqLLly/TkCFDqFKlShQSEuIqCgohqHTp0tSvXz+6ePEid8yggoOUd0OGyCfQ1q25EwWuxYvVFyy1aunvo/etTJuN6Ouv/ZMdAAAAZN98o/2ln/nz5XXlyvHlBAtxONTzB9rt6gtAzDMIaeDePe1/Yxw9yp0OrODCBe0+dP06dzqwgr17tfvQ3bvc6cAKNm703H8iIriTBQ+MvVvXn3/+SYsXL6ZPPvmE3nvvPYqOjqYePXrQwIEDafr06bRlyxa6d+8ed0yPTFsgTO7Ro0d08eJFOnfuHD148IA7TtDCQcq7AQPkk2i7dtyJApf748ZsNqL69fX3+fNP/QLh4sX+yQ4AAACy2Fj5nPzUU0nr3IuHlSvz5QSLiI01Ptcg5hmENBAXp93Fzp/nTgdWcO2adh/CdxbAiCNHPPcfRSFKSOBOB1awdavnPpQrF3ey4IGxd2v5+eefKTo6mgoWLOjxKZjuS3h4ONWvX58mTZpEly9f5o7vYokCIZgDDlLe9ekjn0Q7dOBOFLjWrVNftDRpor/P2bP640OrV/snOwAAAMjmzZPPycnnFXafd7hGDb6cYAEOh/HiIAqEkIZCQjx3sTt3uJOBFdy967n/pE/PnQys4uRJz30oKoo7GVjF7t2e+1Dx4tzJggfG3s3v/v37NGHCBCpWrJhqOjyji6IoFBYWRq+++irt2rWL+y2hQAjG4SDlXa9e8km0SxfuRIFr0yb1RcuLL+rvc/my/vjQ5s1+iQ4AAABuFi6Uz8llyyatmzpVXle3Ll9OsACj8wwmjpri1hxII5GR6i4mBO7cAWMcDs+Hqdy5uZOBVWh9IbpgQe5kYBUHD3ruQ5UqcScLHhh7N6+4uDiaMGEC5c6dWyoKFi1alNq1a0cTJkygX3/9lY4dO0b//PMPORwOun37Np0+fZr27dtHixYtoj59+tAzzzxD6dOnl4qFL7zwAh05coTtvaFACIbhIOVdz57ySbR7d+5EgcvTBNytWunvc+OG/hjRnj3+yQ4AAACyJUvkc3Lp0knrJk6U1z37LF9OsACjBcKoKOejSAHSSNas6m6WOTN3KrCKhARnQdm9D5UowZ0MrELrC9HJv3QFoOf4cc99qF497mTBA2Pv5lWqVClXYbBAgQLUu3dv2rt372O91p07d2ju3LnUpEkTSpcuHQkhKDQ0lGKZ/m1iygLh8ePHqU+fPlSjRg3KmTMnRUREUGhoqO4SFhbGHTvg4SDlXbdu8kn07be5EwUuTxNwv/aa/j5aj21JXI4d8092AAAAkC1dqj0gOm6cvO755/lygsk4HM6CYPLFbldf5Nnt6u1w5yCksdy51V2vQAHuVGAlERHqPlSlCncqsIqbNz0LlaEyAAAgAElEQVSPc9SsyZ0MrOL0ac99yNvTuiDtYOzdvIQQVLZsWZo/fz7Fx8en2ev+/fff1K1bNwoPD6fhw4en2eumhOkKhOPGjaOwsLAUP79VURTu6AEPBynvOnWST6Lvv8+dKHB5moD7zTf193n0SL9AePasf7IDAACA7Pvv5XNy0aJJ60aNwiAFeBAba3yuQcwzCH5QqJC66z35JHcqsBJPh7T69blTgVU8eOD5FNi4MXcysIoLFzz3IW9fxoe0g7F381qyZAkl+PC58WfPnqXt27f77PX1mKpAuHTpUlfBLyQkhGrXrk09evSggQMH0qBBg7wu4Fs4SHnXvr18Eu3XjztR4PrzT/VFi7dHuiYk6I8d3bjhn+wAAAAgW7VKPicXLpy0btgweZ23R4pDEHA4jBcHUSAEPylRQt31atTgTgVWkiuXug81b86dCqwiPt7zKbB1a+5kYBXXrnnuQ2+9xZ0seGDsHTiYqkBYp04dEkJQvnz5aN++fdxxwA0OUt61bSufRD/6iDtR4Dp3Tn3R8s473vcLC9MeO3r0yPe5AQAAQG3NGvmcXLBg0rqBA+V1r77KlxNMwug8gzabs5CIx4mCH5Qrp+5+jRpxpwIrKVhQ3Yfat+dOBVYSGqruQ506cacCq9Calgc3P/gPxt6Bg6kKhJkyZSJFUejrr7/mjgIe4CDlXatW8kl02DDuRIHryhX1RUufPt73y5DB8wVPaKjvMwMAAIBn69bJ5+V8+ZLW9e0rr+vQgS8nmITRAmFUlPNRpAB+UKWKugvijmdIieLF1X2oRw/uVGAlnsY7evXiTgVW4XB4vpwaMYI7WfDA2DtwMFWBMGvWrKQoCu3du5c7CniAg5R3zZvLJ9GRI7kTBa7bt9UXLQMHet8va1bPFzxZs/o+MwAAAHj200/yeTlPnqR1vXrJ67p04csJDBwOZ0Ew+WK3qy/m7Hb1drhzEPyoVi11t/Q2RzpAcmXLqvtQ//7cqcBKsmVT9yHMyAQpoSjqPjRpEneq4IGxd2u6d+8e3bt3T3P9F198QXXq1KHSpUtT06ZNaeXKlX5M552pCoQ1atQgRVFo48aN3FHAAxykvGvaVD6Jfvopd6LA9eiR+qLFyB2buXN7LhAWKOD7zAAAAODZzz/L5+WcOZPW9eghr4uJ4csJfhYba3yuQcwzCMwaNFB3y3ff5U4FVlKpkroPjRrFnQqsJG9edR8aO5Y7FVhJRIS6D82Zw50qeGDs3XpWrlxJiqJQ5syZ6fbt26r1nTp1IkVRSFEUEkK4/nv06NEMaT0zVYFw6tSpJISgd3EVbUo4SHn33HPySXT8eO5EgSshgUgI+fMeM8b7fp7mdbDZiEqX9n1mAAAA8GzzZvm8nC1b0rquXTHgHpQcDuPFQRQIwQSaNMGdO5A6NWuq+9DkydypwEoKF1b3oenTuVOBlXi69Prvf7lTBQ+MvVtPz549SQhB7T1MGrxlyxZXUTBjxoxUuXJlioyMJCEEpUuXjg4dOsSQWM1UBcKHDx9S7dq1KSwsjFavXs0dB9zgIOVdvXq4mPcn9282ff65932KFfM8plSliu/zAgAAgGdbtsjn5aiopHUdO8rrjMw5DAHA6DyDiR0GjxMFZu7TTeCJMpBS7uMJNhvR3LncqcBKSpVS96F587hTgZXkyqXuQ+vXc6cKHhh7t54qVaqQoij01Vdfqda98cYbJISgAgUK0NmzZ4mI6MyZM1SoUCFSFIXefvttf8f1yFQFQiKi69evU7NmzSgkJIQ6dOhAq1evphMnTtD58+e9LuBbOEh5V7s2vqnlT1myyJ/3lCne9yld2vO4Ur16Po8LAAAAGrZvl8/LmTIlrWvXTl43YABfTvAjowXCqCjno0gBmL3yirp7TpvGnQqspHFjdR9atow7FVhJ+fLqPrRqFXcqsBJPT93auZM7VfDA2Lv1FCxYkBRFoa1bt6rW5cyZkxRFoU/dvjE2btw4EkJQ+fLl/RVTl+kKhEREmzZtoly5crmeyWpkCQkJ4Y4d8HCQ8q56dfkkOns2d6LA5j6f4MyZ3vepUMHz2FKzZr7PCwAAAJ7t2iWflyMjk9a1bi2vGzKELyf4iMPhLAgmX+x29QWb3a7eDncOgkm0b487dyB1XnxR3Yc2bOBOBVZStaq6D23ezJ0KrKR4cXUfOnKEO1XwwNi79URERJCiKHTgwAGp/fDhw67Hix47dkxat2nTJhJCUObMmf0ZVZPpCoS9e/eWJm40uiiKwh094OEg5Z37pOJ4HIhvFSqU8s/b0wWzzUbUpo3v8wIAAIBne/bI5+Xw8KR17o/tGzmSLyf4QGys8bkGMc8gmFiXLrhzB1LH/QsxNhsRhl4gJdyfamWzEe3dy50KrKRsWXUf+v+TEcEPMPZuPRkyZCBFUWjTpk1S+/Tp00kIQblz51bts3//fhJCUFhYmJ9S6jNVgXD+/Pmugl/GjBnp9ddfp7Fjx9LMmTNp9uzZXhfwLRykvCtXTj6Jzp/PnSiwlSghf94LFnjfp1Ytz+NNnTr5Pi8AAAB4tnevfF5Oly5pXdOm8jrM6RVAHA7jxUEUCMHkevRQd9lffuFOBVby+uvqPuR20wGArmefVfehkye5U4GVuN/4YLMR3brFnSp4YOzdekqWLEmKotCECROk9hdffJEURaHWrVur9tm8eTMJIShfvnz+iqnLVAXCmjVrkhCCSpUqhTkFTQgHKe/cJ4ResoQ7UWBzn+fDyGMPPE38brMRvfOOz+MCAACAhgMH5PNy8oeDNGwor3P7txdYmdF5Bm02ZyERjxMFE3vvPdy5A6nTubO6D2FoDFLC/UtV+G4NpFTNmuo+FB/PnSp4YOzderp06UJCCCpWrBhduXKFiJx/x9DQUFIUhWbNmqXaJ/HuwsqVK/s7rkemKhBGRUWRoii0cOFC7ijgAQ5S3hUrJp9Ev/+eO1FgO3rU+e2mLFmIhg0ztk+jRp7HnD780LdZAQAAQNvhw+pzc0KCc90zz8jtU6bwZoU0ZLRAGBXlfBQpgIn17487dyB13npL3Yfu3OFOBVbSooW6Dz14wJ0KrMT9S/UZM3InCi4Ye7ee33//nUJCQkhRFMqUKRNVqVKF0qdPT0IIyp49O92+fVu1T5s2bUhRFGrfvj1DYjVTFQizZctGiqLQvn37uKOABzhIeec+J94PP3AnAncvvOB53AnzGQEAAPCx29Xn5rg45zr3bzLPnMmbFR6Tw+EsCCZfPP3h7Xb1drhzECxgyBB1d758mTsVWEmvXnL/ESLpyzIARrRpI/eh0FD0IUiZxo3lPmSSJyAGDYy9W9P48eMpJCTENXVe4vyCy5YtU2178+ZN17yFZpkyz1QFwlq1apGiKLRu3TruKOABDlLe5c0rn0h//JE7Ebhr2dJzgRCPKwMAAOBz/Lj63PzwoXNdlSpy+5w5rFHhccTGGp9rEM9CA4saNQp37kDq9OunvnkaICXeeEPuQ9mzcycCq3nxRbkPlSrFnSi4YOzdug4ePEhDhgyhbt260dChQ+mYxiTC33//PdWvX5/q169Ply5d8nNKz0xVIJw5cyYJIejNN9/kjgIe4CDlXY4c8on055+5E4E792/UJS4eHgkNAAAAfnLypPbAeoUKcvu8ebxZIYUcDuPFQRQIwcI++wx37kDqDB4s96ECBbgTgdV07Sr3ocKFuROB1bRqJfehatW4EwUXjL0DB1MVCBMSEqhZs2YUEhJC06ZN444DbnCQ8s597GPLFu5E4K59e89jUfPncycDAAAIXqdOqc/Nd+8615UuLbcvXswaFVLK6DyDibfL4HGiYFGTJ+POHUidkSPlPvTkk9yJwGp69pT7UIUK3InAal57Te5DDRtyJwouGHsHDqYqEG7bto1+/vlnqlmzJimKQnXr1qWpU6fSTz/9RNu2bfO6gG/hIOVdhgzyiXTnTu5E4K5zZ8/jUStWcCcDAAAIXn//rT4337rlXFesmNz+/fe8WUGH0XkGtYqDsbHc7wDgsc2YgTt3IHXGjZP7UM2a3InAaj74QO5DtWtzJwKr6dRJ7kMvvcSdKLhg7B04mKpAKIQgRVEeawkJCeGOH/BwkPIuLEw+ke7Zw50I3L31lucxqY0buZMBAAAEr3Pn1OfmGzec6woWlNtXr+bNChpSMs+g3a4uJOLOQbC42Fi5m1esyJ0IrGbBArkPvfoqdyKwmg8/lPtQ06bcicBq3MfMOnTgThRcMPZuXkuXLvXp658/f5527Njh09+hxXQFwsddFEXhjh/wcJDyTgj5RHrgAHcicPfOO57HqXC3JwAAAJ+LF9Xn5qtXnevy5JHbf/qJNyt4gHkGAejMGfnfg717cycCq7l921lYTrypGg/KgpSaNEk+3UZHcycCq5kwQe5DY8ZwJwouGHs3LyEEVaxYkZYsWZKmr3vmzBmKiYmhiIgIGj58eJq+tlGmKhBu2LAhVQv4Fg5S+uLiPH85Gsyld2/P41SHD3MnAwAACF6epqm7fNm5Lls2uf2XX3izggeYZxCAiIjWriVq3tz5b47EeVQBUuLBA6LffiO6dIk7CVjR+fNEBQo4T7eZMjn7EkBKXL3qfDStzUZUo0bS9Tj4B8bezat48eKum9QKFy5MAwcOpMOPOZh89+5dio2NpaZNm1JoaCgJISg0NJS+++67NE5tjKkKhGBuOEjpe/BAPf5x4gR3KnA3YIDnsapTp7iTAQAABK+rV9Xn5gsXnOsyZZLbt2/nzQoeGC0QYp5BAAAAn7p2jejHH4nOnuVOAlYVH090547zRgjwL4y9m9ejR49o7NixlCNHDmmavFKlSlHHjh1pypQptG3bNjpx4gRdvXqV4uPj6e7du3TmzBk6cOAALVmyhPr160f169enyMhIUhTF9WTMVq1a0fHjx9neGwqEYBgOUvpu31aPgZw+zZ0K3A0d6nm86soV7mQAAADB68YN9bn53DnnuvBwuX33bt6sQM47AJPPH2i3Y55BAAAAAIBUwNi7+d25c4c+/fRTKlSokDT1ndElcZ+IiAh67bXXaNeuXdxvCQVCMA4HKX3Xr2sPbIF5jBzpuUB4/z53MgAAgODl6YtWf//tXKcocvv+/bxZg15srLH5BjHPIAAAAACAYRh7t474+Hhat24dde7cmYoUKeIq/Okt6dOnp/r169OECRPo2rVr3G/BBQVCMAwHKX2XL2vPnQPmMXas+u+kKEQJCdzJAAAAgte9e+rz819/YY5n03E4jBUHUSAEAAAAAEgRjL1b17lz52jx4sU0fvx4GjBgAHXv3p169epFI0eOpBkzZtD27dvp0aNH3DE9YikQRkdHU3R0NHXr1s1j++Ms7q+VVi5fvkyrVq2iwYMH0/PPP0/Zs2d3/Y/asWPHFL/emjVr6KWXXqL8+fNTWFgY5c+fn1566SVas2aN4ddwOBw0bdo0qlOnDuXIkYMiIiKoaNGi1K1bt8eeHNMIHKT0nTunHhe5fp07FbibOFH9d8qUiTsVAABAcNOayxlzPJtMSuYaxONEAQAAAAAMw9g7cGApECZ/NqtW++MsvpD4P6WnJSUFwvj4eOrSpYvu63Xt2pXi4+N1X+fKlStUrVo1zdcIDw+nWbNmpfJde4aDlL5Tp9RjI3fucKcCd19+qf475c3LnQoAACC4PXqkPj8fP05065b2o0eBgZECYVSU8zGkAAAAAABgGMbegQNLgTB//vxUoEABKlCggGb74yy+kLz4VqhQIWrcuPFjFQg//PBD136VKlWiBQsW0G+//UYLFiygSpUqudYNGDBA8zXi4uKoTp06rm1ffvllWrt2Le3atYu++OILypUrF9lsNlIUJUV3JBqFg5S+P/5Qj4/8+y93KnA3a5b671S8OHcqAACA4BYf7/lRolevqtsvXOBOGyQcDmdBMPlit3v+QyXfBncOAgAAAACkGMbegQPmIPRiyJAhtGrVKrp06RIREZ06dSrFBcLjx49TunTpyGazUdWqVen+/fvS+nv37lHVqlXJZrNRunTp6ITGc5O++uor1+/u0aOHav2JEycoc+bMZLPZqHjx4uRI43+c4yClz9N4SVwcdypwN3eu+u/01FPcqQAAAIJbQoL6/HzokLMY6N5+9Sp32iAQG4u5BgEAAAAA/Ahj78ABBcIUepwCYUxMjGufHTt2eNxmx44dusU/IqIyZcqQzWajbNmy0b179zxuM2bMGNfrLF682FA+o3CQ0nfggDxWIgR3IvBkwQL1uFbt2typAAAAQFHk8/P+/c7Hibqft2/d4k4a4BwO48VBFAgBAAAAANIExt6tLSEhgfbu3Utz5syhcePG0ccff0zDhw/XXcwABcIUSmmBMCEhgfLly0c2m41Kly6tu22pUqXIZrNR/vz5KSEhQVp3/Phx1+996623NF/j4sWLru3atWtn6D0ZhYOUvj175LGSsDDuRODJ0qXqca0mTbhTAQAAQGiofH7eu5foxAn1efvBA+6kAc7IPIOJS1QUHikKAAAAAJAGMPZuXd988w0VKVKEFEVJ0WIGpioQFi9enEqWLEknT540vM+ZM2eoRIkSVLJkSR8mS5LSAuGff/7p2r579+6623br1s217V9//SWtS/540QULFui+TsmSJSlxzsS0hIOUvh075PGSDBm4E4EnK1eqx7Zefpk7FQAAAEREyOfn3bvxCHcWRguEUVHOR5ECAAAAAECqYezdmgYOHEiKopAQwuvivp0ZmKpAmPghHTlyxPA+J0+edO3nDyktEK5atcq1/YQJE3S3HT9+vGvb1atXS+t69+7tWrdv3z7d12nevDnZbDYSQtDdu3e9ZjQKByl9v/4qj5lkycKdCDxZt049vtWhA3cqAAAAiIyUz887d6of4W6SL1kGDofDWRBMvniqytrt6u1w5yAAAAAAQJrB2Lv17Ny501Wbaty4MR04cID27dvnaktISKCrV6/SunXrqEWLFiSEoLp169KlS5e4o7ugQJhCKS0QTps2zbX9kiVLdLddsmSJa9vp06dL69q2betad+XKFd3X6dmzp2vbY8eOec2Y6OzZs7pL8mInDlJqP/8sj6PkyMGdCDxx/zvZbEQxMdypAAAAIFMm+fy8fbvzLsLkbeHh3CkDSGys8bkGMc8gAAAAAIBPoUBoPR07diQhBBUpUoQc//8C5eHDhzXrVV9++SUJIeipp56ihw8f+juuR5YvEO7du5eEEJQxY0YfJkuS0gLh2LFjXduvXbtWd9s1a9a4tv3ss8+kdc2aNXOte+Bl4pV+/fq5tt2zZ4/XjIkS9zGy4CCl9uOP8jhK3rzcicCTrVvVY159+nCnAgAAgCxZ5PPzli3OImHytkyZuFMGCIfDeHEQBUIAAAAAAJ9DgdB6SpQoQYqiSE+O1CsQEhG1bt1atQ8nyxcI+/TpQ0IIevLJJ32YLElKC4Qff/yxa/uNGzfqbrtx40bXtiNGjJDWPfvss6518fHxuq8zePBg17ZbtmzxmjERCoSp88MP8jhKGk8BCWlk1y71mNewYdypAAAAIHt2+fz8yy/OJXlbtmzcKQOE0XkGbf+faxCPEwUAAAAA8CkUCK0nY8aMpCgKrV+/3tVmt9tdda5Hjx6p9lmxYgUJIahmzZr+jKqJtUDYqFEjaUn84GrVqqVa574888wzVKBAAVIUhRRFoV69evklcyDfQYhHjKbO8uXyWEqxYtyJwJN9+9TjXuPGcacCAACAnDnl8/PGjUQ//SS35cnDnTJAGC0QRkU5H0UKAAAAAAA+hQKh9YSHh5OiKLR//35X25kzZ1x1rvPnz6v2+f3330kIQTlMMj8Za4Ew8YMSQqRqKVKkCF2+fNkvmQN5DkJvcJDSt3ixPJ5SujR3IvDkyBH12Ne0adypAAAAIE8e+fz8009Eq1fLbQULcqe0IIfDWRBMvtjt6gsiu129He4cBAAAAADwC4y9W0/iDWy//vqrq+3hw4eULl06UhSFNmzYoNrnhx9+ICEEhYeH+zOqJtYCYe3atalOnTquJbFgWLlyZandfalbty41atSIOnToQNOnT6c7d+74LXNKC4TJ77rz9lzZ8ePHu7ZdvXq1tK53796udfv27dN9nebNm5PNZiMhBN29e9drRqNwkNI3f748xlKuHHci8OTECfV42LffcqcCAACA/Pnl8/O6dUTffy+3FS3KndJiYmONzzWIeQYBAAAAANhg7N16mjRpQoqi0MyZM6X2ihUrkqIoFB0drdqnbdu2rpvezMDycxD6W0oLhH/++adr++7du+tu261bN9e2f/31l7Tuq6++cq1bsGCB7uuULFmSbDYbFUrjSfBwkNI3d648xlKpEnci8OT0afV42LJl3KkAAACgUCH5/Lx6NZ7QkCoOh/HiIAqEAAAAAACsMPZuPSNHjiQhBLVr105qHz16NAkhKCQkhIYMGUKHDx+mXbt2UUxMjKsG1qNHD6bUMlMVCF9//XVq3769x2ezmkVKC4QJCQmUL18+stlsVNrLiEbp0qXJZrNR/vz5KSEhQVp3/Phx1+996623NF/j4sWLru3cO2Zq4SClb/ZseYylenXuRODJhQvq8bAff+ROBQAAAIULy+fnlSuJ5s2T28qX505pIUbnGbT9f65BPE4UAAAAAIANxt6t5/DhwySEoEyZMtGtW7dc7ffu3aMiRYq4ioHJFyEEZc+enc6ePcuYPImpCoRWkNICIRFRTEyMa58dO3Z43GbHjh2ubbSqx2XKlCGbzUbZsmWje/fuedxmzJgxrtdZvHixoXxG4SClb9o0eZyldm3uRODJ1avqMbFt27hTAQAAQLFi8vn5+++J5syR26pU4U5pUkbnGdQqDsbGcr8DAAAAAICghrF3a/rll19ow4YNdO3aNan99OnTrmn1ki/ly5en/fv3M6VVQ4EwhR6nQHj8+HEKCQkhm81GVatWpfv370vr79+/T1WrViWbzUbp0qWjP/74w+PrJH/MaM+ePVXrT548SZkzZyabzUbFixcnRxp/CxgHKX1ffCGPtdSvz50IPLl9Wz0uZqJjMgAAQNAqWVI+Py9dSjRzptxWsyZ3ShNKyTyDdru6kIg7BwEAAAAA2GHsPTAdO3aMli5dSosWLaK9e/dyx1FBgdCLLVu20Jw5c1zLuHHjXP+j1q5dW1o3Z84czdf58MMPXftVqlSJFi5cSLt376aFCxdSpUqVXOsGDBig+RpxcXFUu3Zt17atWrWidevW0a5du2jy5MmUK1custlspCgKrVmzJs0/Cxyk9I0fL4+/PPccdyLw5NEjorAw+W9lkju6AQAAglrp0vL5efFioilT5LZnnuFOaTKYZxAAAAAAICBg7B04oEDoRceOHV3/YxpZtMTHx1Pnzp119+3SpQvFx8fr5rly5QpVq1ZN8zXCw8Np1qxZaf0xEBEOUt58+qk8/tK0KXci0PL660l/p3r1uNMAAAAAEVHZsvK11IIFRBMmyG0NG3KnNBnMMwgAAAAAEBAw9m49c+fOpblz50rzD3pz584d135mgAKhF2lVIEy0evVqatGiBeXLl4/CwsIoX7581KJFixTd8edwOOjLL7+kOnXqUPbs2SkiIoKKFi1K0dHRdPjw4dS8XV04SOkbOVIeg2nenDsRaHE4iL7+2jlvpNsTfwEAAIBJhQrytdS8efgClldGC4SYZxAAAAAAwNQw9m49QghSFIWOHDlieJ+TJ0+SEIJCQkJ8mMw4FAjBMByk9A0dKo/DtGrFnQgAAADAOipVkq+lvv0WX8CSOBzq+QPtdswzCAAAAAAQADD2bj2pKRAqiuLDZMahQAiG4SClb+BAeWzm1Ve5EwEAAABYR5Uq8rXUnDlEQ4bIba1bc6dkEhtrfK5BzDMIAAAAAGA5GHu3nscpEB4/fpyEEBQWFubDZMahQAiG4SClr18/eWymfXvuRAAAAADWUb26fC01ezbRgAFyW7t23CkZOBzGi4MoEAIAAAAAWBLG3q3ncQqEK1euJCEE5cmTx4fJjEOBEAzDQUrf++/LYzOdOnEnAgAAALCOp5+Wr6VmziTq00du69iROyUDo/MMJs41iMeJAgAAAABYDsbezW/z5s3Sklgg/Oabb1Tr3Jf169fTtGnTqFixYqQoCj3//PPcb4eITFYgPH/+PJ0/f57i4+MN75OQkODaD3wLByl9b78tj89068adCAAAAMA66tSRr6WmTSN69125rWtX7pQMjBYIo6KcjyIFAAAAAADLwdi7+SUWBBMXIYSqzduSuP3y5cu53w4RmaxAKISgkJCQx5rUMSQkxIfJgAgHKW+6d5fHaHr25E4EAAAAYB3PPCNfS02ZQhQTI7f16MGd0sccDmdBMPlit6uLgXa7ejvcOQgAAAAAYFkYeze/xIJgapaCBQvStGnTuN+Ki+kKhCl9ZmtigVBRFB8mAyIcpLzp3Fket3nvPe5EAAAAANbRoIF8LfXFF0RdushtvXpxp/Sh2Fjjcw1inkEAAAAAgICCsXfz++WXX1zLpk2bXHWpOXPmSOvcl82bN9OuXbvozJkz3G9BxfIFwhMnTuAOQj/BQUpfhw7yuE3fvtyJAAAAAKzjuefka6kJE4Lo+srhMF4cRIEQAAAAACDgYOzdeh6nnmU2li8QbtmyhYQQlCVLFh8mAyIcpLxp104etxkwgDsRAAAAgHU0aSJfS332GdGrr8ptAwdyp/QRo/MMJs41iMeJAgAAAAAEFIy9W8/p06fp9OnT5LDwv89MWSC02+1et01ISKATJ05Q06ZNSQhBNWrU8EPC4IaDlL7WreWxmyFDuBMBAAAAWEfTpvK11KefErVqJbcNHcqd0keMFgijopyPIgUAAAAAgICCsXfgwFogDA0NlZbEAqF7u6dFURRpGTduHOdbCQo4SOlr0UIevxkxgjsRAAAAgHX85z/ytdSYMUQvvii3jRrFnTINOBzOgmDyxW5XFwPtdvV2Fv5mKnc/TpgAACAASURBVAAAAAAAaMPYO3BgLRAKIdJkadWqlaVv47QKHKT0NWsmj+l88gl3IgAAAADrcP+y1ciRRM8/L7eNHcudMpViY43PNYh5BgEAAAAAggbG3s1r+PDhPlnMgLVAOGjQIGlJvIOwe/fuqnXJl8GDB9OoUaPo66+/pmPHjnG+haCCg5S+xo3lMZ3PP+dOBAAAAGAdL78sX0sNH0707LNy28SJ3ClTweEwXhxEgRAAAAAAIKhg7N28EutWab2YgSnnIDxy5Ah3FPAAByl9DRrIYzqTJnEnAgAAALAOT/M5160rt02dyp0yFYzOM5g41yCekAIAAAAAEDQw9m5eafUkTPfFDExVIJw9ezbNnj2bbt68yR0FPMBBSl+dOvK4zpdfcicCAAAAsI62beVrqUGDiGrUkNtmzeJOmQpGC4RRUc5HkQIAAAAAQNDA2DtwMFWBEMwNByl9ATWABQAAAOBnr70mX0sNGEBUubLc9s033CkNcjicBcHki92uLgba7ertcOcgAAAAAEDQwdg7cDB1gfDhw4e0Y8cOWr58Oc2bN49u377NHSmo4SClz7IDWAAAAAAm0L69fC3Vrx9RuXJy2/z53CkNiI01Ptcg5hkEAAAAAADC2DvwMGWB8Ny5c/Tmm29SRESENGmj+9yEX331FT399NP0/PPPU0JCAlPa4IGDlL7y5eXxnnnzuBMBAAAAWEfHjvK1VO/eRKVKyW1LlnCn9MLhMF4cRIEQAAAAAAD+D2PvwMF0BcLdu3dTzpw5SVEUacJGTwXCS5cuUVhYGCmKQuvXr2dKHDxwkNJXpow83rNoEXciAAAAAOvo3Fm+lnr/faKiReW2FSu4U3phdJ7BxLkG8ThRAAAAAAAgjL1b3R9//EGDBg2ihg0bUtmyZalo0aJ04sQJaZtDhw7R6tWr6ZdffmFKqWaqAuGtW7cob968JISgPHny0OTJk2n//v2aBUIiohdffJEURaF3332XIXFwwUFKX/Hi8pjPsmXciQAAAACsIzpavpZ6912iAgXktjVruFN6YbRAGBXlfBQpAAAAAAAAYezdquLj46l3796ULl066aY3T/Ws1atXkxCCQkND6dy5c0yJZaYqEI4YMYKEEJQjRw46deqUq12vQDh58mQSQlCNGjX8mDQ44SCl74kn5HGfVau4EwEAAABYR/fu8rVUz55EuXPLbRs2cKdMxuFwFgSTL3a7uhhot6u3w52DAAAAAACQDMberalr166uwmCBAgXolVde0a1nFS1alBRFoYkTJzKkVTNVgbBatWqkKAqNHj1aatf7QDdt2uQqKoJv4SClL18+eSxo3TruRAAAAADW0aOHfC0VE0OUNavctnkzd8r/i401Ptcg5hkEAAAAAAAvMPZuPRs2bHDVrj766COKi4sjIv16Vv/+/UkIQc2bN/d3XI9MVSDMmjUrKYpC27Ztk9r1PtB9+/aREILCwsL8FTNo4SClL2dOeSxo40buRAAAAADW8c478rVUt25EGTPKbTt2cKck591/RouDKBACAAAAAIABGHu3njZt2pAQgv7zn/9I7Xr1rKVLl5IQgooVK+avmLpMVSCMiIggRVFU/wPofaDbtm0jIQRFRUX5K2bQwkFKn2m/4Q4AAABgAe+9J19LdelCFBYmt+3Zw52SjM8zmDjXIB4nCgAAAAAAXmDs3XoKFixIiqLQ8uXLpXa9etauXbtICEEZMmTwV0xdpioQFipUiBRFoUWLFknteh/ol19+SUIIKl26tL9iBi0cpPS5f8N9+3buRAAAAADW8cEH8rXUm28SCSG3HTjAEMx9rkFP8wxqFQdjYxkCAwAAAACA1WDs3XrCw8NJURTat2+f1K5Xz9q7dy8JISg8PNxfMXWZqkDYunVrUhSFOnfuLLXrfaCVK1cmRVEoOjraXzGDFg5S+sLD5TGh3bu5EwEAAABYR9++8rXUa6+pa25Hj/o5lNG5Bu12uYj4zz+4cxAAAAAAAAzD2Lv1ZMuWjRRFofXr10vtevWslStXkhCC8ubN66+YukxVIFy2bBkJISg0NJQOHjzoatf6QPv27etat2XLFn/HDTo4SOlTFHmcaP9+7kQAAAAA1vHhh/K11Msvq+twJ0/6MVBK5hrEPIMAAAAAAJAKGHu3nqpVq5KiKDRx4kSpXa9AGBMTQ0IIeu655/wVU5epCoRERPXq1SMhBOXIkYNmzpxJ165dc32ghw8fpsuXL9OyZcuofv36pCgKKYpCLVu25I4dFHCQ0hYfrx4n8vD/PwAAAABo+Ogj+VqqWTP19dWZM34MZHSuQcwzCAAAAAAAqYSxd+sZOHAgCSGoRIkSFB8f72rXKhAeOXKE0qdPT4qi0Pjx4/0d1yPTFQivXbtGFStWdH2IeosQgqpXr0537tzhjh0UcJDS9vCheqzo+HHuVAAAAADWMXiwfC3VoIH6+uriRT8GMlIgxDyDAAAAAACQBjD2bj2XLl2ijBkzuqbAc/z/i6OeCoTr16+n/Pnzu26OM0tNy3QFQiKif//9l/r160eZM2cmIYTHJTIyknr37k3//vsvd9yggYOUtrt31eNFf/3FnQoAAADAOoYNk6+lnn5afX117ZqPfrnDoZ5D0G73Ptcg7hwEAAAAAIA04O+x99OnT9MHH3xApUqVosjISMqaNStVrVqVxo4dS/fu3UvVa8+ZM8f1Xrwtc+bMSZs3xOS7775z3dBWqFAh1yNEFUWhbt26UXR0ND355JOuG95CQkLohx9+4I7tYsoCYaLbt2/TihUraPDgwdS9e3fq2rUr9e/fnxYuXEjXfDY6AFpQINR244Z6/OjsWe5UAAAAANYxYoR8LVWpkvr66vZtH/zi2FjMNQgAAAAAAKz8Ofa+cuVKypw5s2bRrmTJknTixInHfv1gKhASES1atIiyZMmi+VTMxJveMmXKRMuWLeOOKzF1gRDMBQVCbZ6eQHXpEncqAAAAAOsYNUq+lipTRn19leYPD3E4jBcHUSAEAAAAAAAf8dfY+969eyl9+vRks9koY8aMNGrUKNq+fTtt3LiRoqOjpSLh7cf8hmbyAuGPP/5Ihw4d0lxu3LiRxu+Qx9WrV+njjz+matWqUWhoqPQ0zHLlytHAgQPp8uXL3DFVTFUgPHfu3GPvO3/+/DRMAp6gQKjt/Hk/PgILAAAAIAB98ol8LVW4sPr6Ktm872nDyDyDyecbxCNFAQAAAADAB/w19l63bl2y2WyULl062r59u2r92LFjXTmGDh36WL8jeYHw1KlTqQtsQfHx8XTlyhW6dOkSPXr0iDuOLlMVCMuUKfNYjw799ttvKV26dD5IBMmhQKjt77/VY0i3bnGnAgAAALCOcePka6k8eeSfQ0J88EuNFgijopyPIgUAAAAAAPABf4y979q1y/U7unfv7nGb+Ph4KlOmDNlsNsqSJctjFbiCvUBoJaYqEAohqFq1anTnzh3D+8yZM4dCQkJIURQfJgMiFAj1nDypHke6f587FQAAAIB1jB8vX0tlzSr/HBGRyl/gcDgLgskXu119EWe3q7fDnYMAAAAAAOBD/hh7HzBggOt37Ny5U3O7MWPGSI8ITalgKRDGxcXRjh07aOzYsdS1a1dq1aoVNW7cmFq3bk3dunWjzz//nHbt2kXxaf4onLRjqgJhhgwZSFEUatCgAf1rYIKRWbNmUUhICAkhqHz58n5IGNxQINR29Kh6bAnjSAAAAADGTZyoLggm/zlz5lS8eGys8bkGMc8gAAAAAAD4mT/G3hMfL5ohQwZy6Axeb9++3ZVlyJAhKf49gV4gdDgcNHHiRCpQoAApiuJ1eeKJJ2jKlCkUFxfHHV3FVAXC9evXU3h4OCmKQi1atNCtrE6fPt1VHKxYsSJduXLFj0mDEwqE2g4eVI8tJSRwpwIAAACwjsmT9et22bM/5gs7HMaLgygQAgAAAAAAA3+MvefIkYNsNhtVrFhRd7vr16+7srzyyisp/j3JC4T169envHnzUmhoKGXPnp1q1KhBH330EZ07d+5x3warq1evUt26dV3FPyGE1yVx22efffaxptjzJVMVCImIlixZ4npkaIcOHTxuM3XqVNeHX6lSJbp69aqfUwYnFAi1/f67PK4UGsqdCAAAAMBavvxSv26XN+9jvrDReQYT5xrEYyAAAAAAAMDPko+9r1q1is6ePau7pNSDBw9cr//CCy943T5Dhgxks9moZs2aKf5dyQuEWktERARNnz49xa/NKS4ujmrUqOGqTSmKQk2aNKFx48bRxo0baf/+/XTy5Enat28f/fTTTzR27Fhq1KiRtH3t2rVN9chR0xUIiZyPDk38wHr16iWtmzRpkusDrVKliukqroEMBUJtu3bJY0vp03MnAgAAALCWGTP0a3eFCj3mCxstEEZFOR9FCgAAAAAA4GfJx96NLCn1zz//uPZt27at1+1z5cpFNpuNypUrl+LfNWfOHCpatCj16dOHli5dSr/99hv99ttvtHDhQnrllVdICOHKMmPGjBS/PpeRI0e66laVK1emI0eOGNrv0KFDVKlSJde+n3zyiY+TGmfKAiER0aeffur6wIYOHUpERJ9//rmrOFitWjW6ceMGb8gggwKhtq1b03COHAAAAIAgNGuWfv2uWDEDL+JwOAuCyRe7Xf1idrt6O9w5CAAAAAAATHxdIDxz5oxr3zfeeMPr9gULFiSbzUbFDP1DTHbz5k1K0Jl/a9WqVRQaGko2m40iIyPp4sWLKf4d/vbo0SPKlSsXKYpCVapUoQcPHqRo/wcPHlDlypVJCEG5c+fWnQPSn0xbICQi6t+/v6tI+J///MdVHKxRowbdvHmTO17QQYFQ26ZNaTRHDgAAAECQ+vpr/QJhmTJeXiA21vhcg5hnEAAAAAAATMTXjxj15x2ERowYMcKVZ+TIkT75HWlp6dKlJISgkJAQOnr06GO9xpEjR1zzES5fvjyNEz4eUxcIiYiio6NdRUIhBD399NN069Yt7lhBCQVCbevXy2NOefJwJwIAAACwlrlz9Wt6FSro7OxwGC8OokAIAAAAAAAm4+uxd3/OQWjE5cuXXY8abdSokU9+R1p6//33SQhBTZo0SdXrNGnShBRFoQ8++CCNkqWO6QuECQkJ1LZtWxJCUN26denu3bvckYIWCoTaVq+Wx5wKFuROBAAAAGAt332nX9OrWlVnZ6PzDCbONWiSx7kAAAAAAAAQ+WfsPXv27GSz2ahixYq6212/ft2V5ZVXXvFJFiKiHDlykM1moyeffNJnvyOtPPPMM6QoCo0dOzZVrzN27FgSQlC9evXSJlgqsRQIixQpkqKlYMGCpCgK5c2bV3ObokWLcryVoIICobYVK+RxpyJFuBMBAAAAWMv8+fp1vaef1tnZaIEwKsr5KFIAAAAAAAAT8cfYe926dclms1GGDBl058Dbvn27K8uQIUN8koWIKGfOnJYpEBYpUoQURaF169al6nXWrVtHQggqXLhwGiVLHZYCoRDif+zdeVxUVf8HcGbEfcF9rdTScqk0c0nLn2ZaWvZkmdZT9tiepWXbY5sVbiju+66o4IILLmjuoqIiIG7ACCqbIMgi+z7A5/cHzX243JnhYsycAT7v1+v8kZ1z53tn7pyZ+/0y51R402q1Ik6lWmGB0LTdu+W5p8cfFx0RERERUeXi7m6+tif9gaVeX1wQLNl0OuUAnU7Zj78cJCIiIiIiG2SN3Psvv/wiPcbFixdN9ps9e7bU7+jRoxaJJSEhQVpidOjQoRZ5jIrUtGlTaLVa+Pr6/qPj+Pr6QqPRoEmTJhUU2T8jpED44YcfWqSRZbFAaNr27fJ8VPfuoiMiIiIiqlxK/8FV6TZ0KIp//ad2r0HuM0hERERERJWENXLvvr6+0mN88cUXRvsUFhaia9eusLOzQ+PGjZGfn2+RWGbOnCnFMmPGDIs8RkWyt7eHVqtFcHDwPzpOUFAQNBoN7O3tKyiyf8bm9yAk28ECoWlbtsjzUT17io6IiIiIqHLx8DBf73t1RKH64iALhEREREREVIlYK/duWGbU3t4eFy5cUPz/uXPnSnH8+eefiv/v5eUl/f/x48cr/n9ERAQuX75sNgZPT0/UqlULdnZ2qFu3LmJiYh70dKzGsIplRRUIbWVFTBYISTUWCE3bsEGej+rTR3RERERERJVL6T2dS7c3hueqLw46OHA5USIiIiIiqjSslXu/fPky6tatCzs7OzRo0ABOTk7w8fHBqVOn8Pnnn0sxPP7440hPT1eML6tAaPj//fv3h5OTEw4dOgR/f3/4+/vD3d0dY8aMkZYWtbOzw4oVKyx2rhWJBUKq9lggNG3NGnlOqn9/0RERERERVS4HD5qv+Y35V4764qCrq+jTISIiIiIiUs2aufcDBw6gUaNG0uOVbo8//jhu3bpldKzaAmFZrV69elizZo1Fz7MiGYp6EydOxLRp0x64TZw4kQVCc6KiohAVFYXc3Nwy++bk5Ej9yfJYIDRt+XJ5Xur//k90REREREQ2Tq8vXgb073Z4R4rZut97r6Uq/1Gnkx0DCQn85SAREREREVU61s69R0ZG4rvvvsPjjz+OevXqoXHjxujduzecnZ2RlZVlclxZBcL09HS4ublh4sSJ6NevHx555BHUq1cPtWrVQqtWrTBkyBDMmjUL8fHxFjy7imco6lVEY4HQhKNHj0Kr1aJRo0ZITk4us//9+/fRoEED1KhRA15eXpYPsJpjgdC0RYvkuaqXXhIdEREREZENc3VV7Cd41G6Y2QLhh3Ybuc8gERERERFVScy92zaNRlOhjQVCIz799FNoNBr85z//UT1m/Pjx0Gg0mDBhggUjI4CTlDlz58pzVcOHi46IiIiIyEbp9YriIOzscMJuiNkC4Wd2a1ggJCIiIiKiKom5d9t2+vTpCm+2wKYKhN27d4dWq4Wbm5vqMdu2bYNGo0GPHj0sGBkBnKTMmTVLnqt6/XXRERERERHZqIQEoxVAL7tBZguEE+2WKfca5HKiRERERERUBTD3TiLYVIGwfv360Gq15XoD+Pn5QaPRoFGjRhaMjABOUuY4OsrzVW+9JToiIiIiIhtlokB41u4FswXCb+0WyouDrq6iz4SIiIiIiKhCMPdOIthUgbB27drQarUICAhQPSYgIAAajQa1atWyYGQEcJIyZ+pUeQJr7FjRERERERHZKGMFQp0O5zyTzRYIp0zKKh6bkMBfDhIRERERUZXC3DuJYFMFwnbt2kGr1WLXrl2qx+zatQsajQatW7e2YGQEcJIy56ef5Ams998XHRERERGRjTJWIExIgI+P6eKgnR3w22+iAyciIiIiIrIM5t5JBJsqEL722mvQarV4++23VY8ZPXo0NBoNhg4dasHICOAkZc7338sTWB9+KDoiIiIiIhtlokDo52e+QOjoKDpwIiIiIiIiy2DunUSwqQLh2rVrodFooNVqsXPnzjL7u7u7S/2XL19uhQirN05Spn39tTyB9dlnoiMiIiIislEmCoQBAeYLhE5OogMnIiIiIiKyDObeSQSbKhDm5eWhY8eO0Gg0sLe3xw8//IA7d+4o+t25cwffffcd7O3todVq0b59e+Tm5gqIuHrhJGXahAnyBNZXX4mOiIiIiMgG6PX/2zfQ0HQ6owXCK1fMFwjnzRN9MkRERERERJbB3DuJYFMFQgC4cuUKGjZsKP0yUKvVokOHDujfvz/69++PDh06SP+u0WjQsGFDXL58WXTY1QInKdM+/VSewPrmG9EREREREQnm6go4OJiv+pUoEF6/br7LkiWiT4iIiIiIiMgymHsnEWyuQAgAOp0OvXr1gkajkVrJoqCh9e7dGzdu3BAdbrXBScq08ePlCawffhAdEREREZFAer364uDfBcLgYPNdVq4UfVJERERERESWwdw7iWCTBUKDY8eO4ZtvvsHAgQPRtWtXdO3aFQMHDsTkyZNx4sQJ0eFVO5ykTHvvPXkC6+efRUdEREREJJCxfQZNNQcHQK/HjRvmu61fL/qkiIiIiIiILIO5dxLBpguEZFs4SZk2Zow8gfX776IjIiIiIhJIbYHQwaF4KVIAN2+a77p5s+BzIiIiIiIishDm3kkEFghJNU5Spo0aJU9gTZ8uOiIiIiIiK9HriwuCJZtOp6zw6XTKfnq9dJiwMPMFwu3bBZ4jERERERGRBTH3TiKwQEiqcZIybeRIeQLLyUl0RERERERW4Oqqfq/BhASzh4qMND98924rnRMREREREZGVMfdOIth8gbCgoACJiYm4c+cOoqKizDayLE5Spr3yijyBNW+e6IiIiIiILEyvV18cVFEgvHPH/PADB6x0XkRERERERFbG3DuJYJMFwsTERPzxxx94+umnYW9vD61WW2arUaOG6LCrPE5Spg0ZIk9gLV4sOiIiIiIiC1O7z6Bhr8ESy4kac/eu+UMcPmyl8yIiIiIiIrIy5t5JBJsrEJ4/fx6tWrWCVquFRqNR3bRarejQqzxOUqYNHChPYK1YIToiIiIiIgtTWyB0cCheirQM9+6ZP8zJk1Y4JyIiIiIiIgGYeycRbKpAmJSUhObNm0Oj0aBhw4b47rvvMG3aNKkAuHHjRsyfPx/vvvsu6tWrB61Wi4EDB2LTpk3YtGmT6PCrPE5Spj33nDyBtXat6IiIiIiIKpBeX1wQLNl0OmUVT6dT9ivjl4MGiYnmC4Rnz1r4HImIiIiIiARh7p1EsKkCoaOjIzQaDerUqYOgoCAAQFBQkNFfCMbGxmLw4MHQarWYMmWKiHCrHU5SpvXuLU9gbdwoOiIiIiKiCuLqqn6vwTL2GTTn/n3zh754sQLPiYiIiIiIyIYw904i2FSBsF+/ftBqtfjqq6+kfzNVIASA7OxsdO7cGVqtFie55pDFcZIyrUcPeQJLxSpaRERERLZPr1dfHPyHBcLUVPOHDgiowPMiIiIiIiKyIcy9kwg2VSBs1qwZtFotPDw8pH8LDg6WCoQFBQWKMStXroRGo8GYMWOsGWq1xEnKtG7d5AmsHTtER0RERERUAdTuM2jYa1DlcqLGZGSYP/z16xV4XkRERERERDaEuXcSwaYKhDVr1oRWq0VAiT8PDgsLkwqEKSkpijF+fn7QaDR45JFHrBlqtcRJyrTOneUJrD17REdEREREVAHUFggdHP7xEgrZ2eYfIiSkgs6JiIiIiIjIxjD3TiLYVIGwSZMm0Gq18PX1lf4tJSVFKhBeuXJFMebs2bPSvoVkWZykTOvQQZ7AOnBAdERERERED0CvLy4KGppOp6zU6XTyPgkJ/+iXgwa5ueYLhGFhFXB+RERERERENoi5dxLBpgqEffr0gVarxa5du2T/3qZNG2i1WixcuFAxxsnJCRqNBs2aNbNWmNUWJynTHnpInsD66y/RERERERGVk6uruv0G/8E+g+bo9eYfNjraIg9LREREREQkHHPvJIJNFQgnTZoErVaLKVOmyP79o48+gkajQevWrXHz5k3p3318fKRfHQ4fPtza4VY7nKRMa9VKnsA6flx0RERERETloNerKw5asEBYVGT+Ye/ds8jDEhERERERCcfcO4lgUwVCT09PaDQadOrUSfbvgYGB0v6ENWvWRO/evdG1a1fY29tLy48ePnxYUNTVBycp05o2lSewTp8WHRERERFROZRnr8EKWE7UFHMPnZxssYclIiIiIiISirl3EsGmCoT5+fkYP348xo0bh/DwcNn/W79+PWrWrAmNRqNo06dPFxRx9cJJyrSGDeUJrPPnRUdEREREVA5qCoQODsXLkFpQjRqmHz4jw6IPTUREREREJAxz7ySCTRUIyxISEoKff/4Zr7/+OkaMGIFvvvkG/v7+osOqNjhJmVanjjyBxaeHiIiIbJZeX1wQLNl0OmVFTqeT97HgLwcNatUyXSDMy7P4wxMREREREQnB3DuJUKkKhCQWJynT7O3lCazLl0VHRERERGSEq6vwvQbNqVvXdDhFRVYPh4iIiIiIyCqYeycRWCAk1ThJGVdUpExgBQaKjoqIiIioFL1efXFQUIGwfn3jodjbWz0UIiIiIiIiq2HunUSoFAVCvV6PhIQEJCQkQG+FpY3IOE5SxuXnK5NYISGioyIiIiIqRc0+gyX3GxTwvbtRI+Ph1K1r9VCIiIiIiIishrl3EsFmC4TBwcH4+uuv0bVrV9SoUQNarRZarRY1atRAly5dMGnSJATyZ1pWxUnKuKwsZRIrLEx0VERERFStqd1n0FRx0NVVSNhNmpgOiYiIiIiIqKpi7p1EsLkCYWFhIb7//nvY29tDq9VCo9EYbVqtFvb29vj2229RWFgoOuxqgZOUcampyiTWnTuioyIiIqJqqzz7DOp0ykKiwBU7mjc3Hmbz5sJCIiIiIiIisjjm3kkEmysQvvPOO7LC4JNPPomPP/4Yv/zyC3755Rd8/PHHeOqpp2SFwrFjx4oOu1rgJGVcUpIyiRUbKzoqIiIiqpYqwT6D5rRsaTzMtm1FR0ZERERERGQ5zL2TCDZVINy+fbtU9OvZs6fZN4Kfnx969eol9d++fbsVI62eOEkZFxenTGIlJoqOioiIiKqlSrDPoDlt2hgPtX170ZERERERERFZDnPvJIJNFQhffPFFaDQadOnSBZmZmWX2z8zMRJcuXaDRaDB48GArRFi9cZIy7s4dZRIrNVV0VERERFQtqS0QCtxn0JyHHjIebqdOoiMjIiIiIiKyHObeSQSbKhA2bdoUWq0WLi4uqse4uLhAo9GgSZMmlguMAHCSMiUsTJnEysoSHRURERFVeXq9cv9Anc7m9xk0p3174wXCbt1ER0ZERERERGQ5zL2TCDZVIGzQoAG0Wi0CAgJUjwkICIBGo0GDBg0sGBkBnKRMCQlRJrHy80VHRURERFWaq6v6vQZtbJ9Bczp2NH4KPXqIjoyIiIiIiMhymHsnEWyqQNi9e3dotVqcOnVK9RgvLy9oNBp0oA+7JwAAIABJREFU797dgpERwEnKlKAgZRKrqEh0VERERFRl6fXqi4OVrEDYqZPxU+jTR3RkRERERERElsPcO4lgUwXCP/74AxqNBhMnTlQ9ZuLEidBqtZg6daoFIyOAk5QpV67IE1g1aoiOiIiIiKo0tfsMGvYatNHlRI154gnjpzFggOjIiIiIiIiILIe5dxLBpgqEqampeOyxx2Bvbw93d/cy++/atQv29vZ47LHHkJqaaoUIqzdOUsb5+ckTWHXqiI6IiIiIqjS1BUIHh+KlSCuRrl2Nn8rgwaIjIyIiIiIishzm3kkEmyoQAkBERAT69u0LrVaLN954A3v37kVMTAzy8/Oh1+sRExODvXv3YtSoUdBqtejbty8iIyNFh10tcJIy7vx5eQKrYUPREREREVGVodcXFwRLNp1OWUHT6ZT9KtEvBw2efNJ4gXDYMNGRERERERERWQ5z7ySCTRUItVqt1DQajey/jTU1fWpwvccKw0nKuNOn5Qmspk1FR0RERERVgqur+r0GK9E+g+b06GH89F57TXRkRERERERElsPcO4lgUwVCjUZT4U2r1Yo+rSqDk5Rxx4/LE1gtW4qOiIiIiCo9vV59cbAKFQh79TJ+eqNGiY6MiIiIiIjIcph7JxFsqkDo6OhokUYVg5OUcYcPyxNY7dqJjoiIiIgqPbX7DBr2GqyEy4ka07u38VMcO1Z0ZERERERERJbD3DuJYFMFQrJtnKSMO3BAnsDq0EF0RERERFTpqS0QOjgUL0VaRfTrZ/w0339fdGRERERERESWw9w7icACIanGScq4PXvkCazOnUVHRERERJWKXl9cECzZdDpllUynU/arIr8cNBgwwHiB8KOPREdGRERERERkOcy9kwgsEJJqnKSM27FDnsDq1k10RERERFRpuLqq32uwiuwzaM7AgcZP/fPPRUdGRERERERkOcy9kwgsEJJqnKSMc3WVJ7Ceflp0RERERFQp6PXqi4PVpEA4aJDxU580SXRkRERERERElsPcO4nAAqEVDBo0SHpzq21eXl6yY7i4uKge6+LiYpHz4CRlnIuLPIH17LOiIyIiIqJKQe0+g4a9BqvYcqLGDBli/PS/+050ZERERERERJbD3DuJwAKhFZS3QKjVahETEyM7BguEtmvtWnkC67nnREdERERElYLaAqGDQ/GSBdXAsGHGn4KffhIdGRERERERkeUw904isEBoBeHh4QgMDDTb3N3dpQlg2LBhimOULBAePXrU7LFSUlIsch6cpIxbsUKewBo4UHREREREZHP0+uKCYMmm0ykrYTqdsl81+OWgwfDhxguEU6eKjoyIiIiIiMhymHsnEVggtBFTpkyRJgBXI38hXrJAGBERYf0AwUnKlMWL5QmsIUNER0REREQ2xdVV/V6D1WCfQXNefdX40zJtmujIiIiIiIiILIe5dxKBBUIbUFhYiHbt2sHOzg4NGjRAVlaWog8LhLZr3jx5AuuVV0RHRERERDZDr1dfHGSBEK+/bvxpmT1bdGRERERERESWw9w7icACoQ04duyY9Ob/8MMPjfZhgdB2zZ4tT2C99proiIiIiMhmqN1n0LDXYDVaTtSYUaOMPzXz54uOjIiIiIiIyHKYeycRWCC0AePGjZPe/KdOnTLahwVC2zV9ujyBNWqU6IiIiIjIZqgtEDo4FC9FWs299Zbxp2fpUtGRERERERERWQ5z7yQCC4SCZWRkoH79+rCzs0P79u1RVFRktF/JAuHgwYPRpk0b1KxZE82aNUO/fv3w22+/ISYmxqKxcpIy7vff5QmsMWNER0RERERC6PXFBcGSTadTVrt0OmW/av7LQYMxY4wXCFetEh0ZERERERGR5TD3TiKwQCjYpk2bpDf+b7/9ZrJfyQKhqVanTh2sXr36gWOJjo422zw9PTlJGfHzz/IE1nvviY6IiIiIrM7VVf1eg9V8n0Fz3n3X+FO2YYPoyIiIiIiIiCyHBUISgQVCwYYMGSK98UNDQ032c3FxwaOPPooff/wRe/bsgZ+fH/z8/LBjxw6MGTMGGo1GOs6aNWseKJayCpAlGyep//nhB3kCa/x40RERERGRVen16ouDLBCa9f77xp+yLVtER0ZERERERGQ5LBCSCCwQChQdHQ2tVgs7Ozs899xzZvumpqaaXH4UADw9PVGzZk3Y2dmhXr16iIuLK3c8LBA+mMmT5QmsTz4RHRERERFZldp9Bg17DXI5UZM++MD407Zjh+jIiIiIiIiILIcFQhKBBUKBZs+eLb3pV1XAxiozZsyQjjdz5sxyj+cSow/mq6/kCawJE0RHRERERBajdp9BU8VBV1fRZ2DTPvzQ+FO3Z4/oyIiIiIiIiCyHBUISgQVCgbp16wY7OzvUrl0bycnJ//h48fHx0lKjw4YNq4AI5ThJGffZZ/IE1tdfi46IiIiILKI8+wzqdMpCIn85WKZPPjH+dHp6io6MiIiIiIjIcph7JxFYIBTE399fesOPHj26wo7bvHlz2NnZoVu3bhV2TANOUsaV/kv3778XHRERERFVOO4zaBWff2786TxyRHRkRERERERElsPcO4nAAqEgX3/9tfSGP3DgQIUdt0WLFiwQWtn778sTWD/9JDoiIiIiqnDcZ9AqJkww/pSeOiU6MiIiIiIiIsth7p1EYIFQgPz8fKmQ16JFC+grKIGUkJAgLTE6dOjQCjlmSZykjHvnHXkC67ffREdEREREFU5tgZD7DP4jEycaf1q9vUVHRkREREREZDnMvZMILBAKsH//funNPnny5Ao77syZM6Xjzpgxo8KOa8BJyri33pInsBwdRUdERERE/4her9w/UKfjPoNW8M03xguEvr6iIyMiIiIiIrIc5t5JBBYIBRg9erT0Zg8ICCizf0REBC5fvmy2j6enJ2rVqgU7OzvUrVsXMTExFRWuhJOUca+/Lk9gzZolOiIiIiJ6YK6u6vca5D6DFe6774w/1WV8FSYiIiIiIqrUmHsnEVggtLLk5GTUrl0bdnZ2ePLJJ1WN8fLygp2dHfr37w8nJyccOnQI/v7+8Pf3h7u7O8aMGSMtLWpnZ4cVK1ZYJHZOUsYNHy5PYM2dKzoiIiIieiB6vfriIAuEFvHDD8af6sBA0ZERERERERFZDnPvJAILhFa2atUq6Y0+V2UlyVAgLKvVq1cPa9assVjsnKSMe+kleQJr0SLREREREdEDUbvPoGGvQS4nWuGmTDH+dIeGio6MiIiIiIjIcph7JxFYILSyAQMGwM7ODjVq1MDdu3dVjUlPT4ebmxsmTpyIfv364ZFHHkG9evVQq1YttGrVCkOGDMGsWbMQHx9v0dg5SRk3aJA8gbVsmeiIiIiI6IGoLRA6OBQvRUoV7pdfjD/l4eGiIyMiIiIiIrIc5t5JBBYISTVOUsYNGCBPYK1eLToiIiIiUkWvLy4KGppOp6xM6XTyPgkJ/OWgBU2darxAaIHttYmIiIiIiGwGc+8kAguEpBonKeP69JEnsDZsEB0RERERlcnVVd1+g9xn0Kr++MP4y2DhhTKIiIiIiIiEYu6dRGCBkFTjJGVcz57yBNaWLaIjIiIiIrP0enXFQRYIrW7aNOMvQ0qK6MiIiIiIiIgsh7l3EoEFQlKNk5Rx3bvLE1jbt4uOiIiIiMwqz16DXE7UqmbONP5SZGaKjoyIiIiIiMhymHsnEVggJNU4SRn3xBPyBNauXaIjIiIiIrPUFAgdHIqXISWrcnIy/nLk54uOjIiIiIiIyHKYeycRWCAk1ThJGffoo/IE1r59oiMiIiIiiV5fXBAs2XQ6ZQVKp5P34S8HhXB2Nl4gLCoSHRkREREREZHlMPdOIrBASKpxkjLu4YflCaxDh0RHRERERACKfwHIvQYrlfnzlS9NzZqioyIiIiIiIrIs5t5JBBYISTVOUsa1bi1PYh07JjoiIiIigl6vvjjIAqHNWLRI+dLUqyc6KiIiIiIiIsti7p1EYIGQVOMkZVyzZvIklpeX6IiIiIhI1T6DJfcb5JKiNmHJEuXL07ix6KiIiIiIiIgsi7l3EoEFQlKNk5RxjRrJk1je3qIjIiIiItUFQgeH4qVIySYsX658iVq0EB0VERERERGRZTH3TiKwQEiqcZIyrl49eRLr4kXREREREVUzen1xQbBk0+mUlSadTtmPvxy0KatWKV+2du1ER0VERERERGRZzL2TCCwQkmqcpIyrWVOexAoIEB0RERFRNeLqqn6vQe4zaPPWrlW+bB06iI6KiIiIiIjIsph7JxFYICTVOEkpFRUpk1jXr4uOioiIqJrQ69UXB1kgrBTWr1e+bJ07i46KiIiIiIjIsph7JxFYICTVOEkp6fXKJNaNG6KjIiIiqibU7jNo2GuQy4naPBcX5UvXvbvoqIiIiIiIiCyLuXcSgQVCUo2TlFJ2tjKJdeuW6KiIiIiqCbUFQgeH4qVIyeZt2aJ8+Xr2FB0VERERERGRZTH3TiKwQEiqcZJSSk9XJrEiI0VHRUREVAXp9cUFwZJNp1N+EOt0yn785WClsXWr8iXt21d0VERERERERJbF3DuJwAIhqcZJSun+fWUS6+5d0VERERFVMa6u6vca5D6Dldr27cqX9PnnRUdFRERERERkWcy9kwgsEJJqnKSU7t1jXpKIiMii9Hr1xUF+EFd6O3cqX9IXXxQdFRERERERkWUx904isEBIqnGSUoqOViaxUlJER0VERFSFqN1n0LDXIJcTrdT27FG+rC+/LDoqIiIiIiIiy2LunURggZBU4ySlFB6uTGJlZIiOioiIqJJSu8+gqeKgq6voM6B/aO9e5Us7cqToqIiIiIiIiCyLuXcSgQVCUo2TlNLNm8okVm6u6KiIiIgqofLsM6jTKQuJ/OVglXDggPLlfvNN0VERERERERFZFnPvJAILhKQaJyml4GBlEquwUHRURERElQz3GaS/HTqkfLnfeUd0VERERERERJbF3DuJwAIhqcZJSunqVXkCS6sVHREREVElxH0G6W9Hjihf8nHjREdFRERERERkWcy9kwgsEJJqnKSU/P3lCazatUVHREREVAmpLRByn8Eq79gx5cv+8ceioyIiIiIiIrIs5t5JBBYISTVOUkoXLsgTWPXri46IiIjIxun1yv0DdTruM0gAgJMnlZfCF1+IjoqIiIiIqqqioiIUFBZAX6hHfkE+8gvykVeQh1x9LnL1uSgsKt9eQoVFhdLYHH0OcvQ5yM7Pllp5jllUVAR9oR5Z+VlIz01Hem460nLTkJabhtScVKll5GUgryAPRUVFZR4vryBPOtaDMsSVo89Bem467mffR3xmPO6m35VaTFqMrN1Nv4vErESk5qQiOz8bBYUFD/z4VRVz7yQCC4SkGicppbNn5Qmsxo1FR0REREDxDUthUSEKiwpRUFigaGXdOJU8jr5Qj8y8TKTmpCItNw3puenIyMtAZl4msvKzkJ2frepmrOQx8wvykZmXKd2YGWtZ+VnQF+pV3eTlF+QjIy8D97PvIykrSWqJWYmylpKTgsy8TJPxlj5WbHosolKjEJUahciUSESmRCIiJQIRKREITw5HeHI4wpLDEJYchtv3b0vt1v1buHX/Fm4m3cTNpJsITQpFaFIoQjbMRUiHBrjR3A43mttB93cLbvG/FtLMDhGN7RAXGYjk7GRk5WfJbh4Nr0dydjLiMuIQmRKJm0k3EZIYghuJN6BL0CE4IRjBCcEIig9CUHwQQpNCEZESgdj0WNzPvo/MvEzkF+TLbriTs5NxL+Me7qTewa37t4wep2QzHDMmLQbxmfHSc5udn4203DQkZiXibvpdRKREIDQpFIHxgbgSdwWXYy/jcuxlBMQGICA2AJfuXsKlu5cQEBuA6/euQ5egw637t6Rj38u4h7iMOESnRSM8ORyhSaEIig/Clbgr8L/rD98YX/jG+OJi9EVcjL4In2gfqfnF+OFq3FUEJwTj1v1biEyJRGx6LBKzEhGXEYeo1CjpXK/GXYVfjB/ORZ2Dd5Q3zkaexdnIszgTeQanI05L7cKdC7h09xKu37suPQd30+/iXsY9RKdF4/b929Al6HAl7gp8Y3xxNvIsToafNNmC4oNk1+Lp08oC4ddfy6/RoPggHLp5CAdDD+Jg6EF4hnrCM9QTB0IO4EDIARy7fQy+Mb4ISQxBXEYcsvOzTb6PDEmSjLwMRcIlJSdFaiWvGXMKiwqRo89BWm6a7L1Yut3Pvo+03DTk6HPMJkcKCguQnZ+N1JxUJGQmIDY9FrHpsUYTL7HpsUjKSkJ6bjpy9DmKxFPJhFBSVpJ0fRrewyVbyfdz6fd16WZ4n5dshve8sRaeHI7otGjEZ8YjOTtZmpP0hXrZucakxSA8ORwhiSHSe9FY0yXocDPpJiJSIhCdFo24jDgkZSVJr2HpY12/dx0BsQHwv+sP/7v+svegoRnep1firuBK3BVcjbuKq3FXce3eNVy7dw3X713H9XvXERgfiMD4QGleKBmTLkGHG4k3cCPxBkISQxCSGCI9B4bnyfAcGp5jw/NvmF8N861h/jXMx3dS7+BO6h1Ep0UjOi1akXy7k3oHt+/fRnBCMK7EXcHF6Is4G3kWx8OO48itIybbsdvHcDriNM7fOQ//u/64du+aNCcZ5rGA2AD4RPvgTOQZHA87jkM3D8nefwdCDmB/yH6pHQw9iKO3j+JU+Cl4R3njYvRFBMQG4Nq9a7gSdwWX7l7CxeiLOH/nPM5GnoVXhJcU56Gbh3Ag5AA8dB7YFbwLOwJ3YHvgduzR7YFnqCeO3j4KrwgvaV66HHtZOtcTYSfw182/sPfGXrgHuWPr9a3Yen0r3K65we2aG1yvuUrN7Zob3IPc4aHzgGeoJ47cOoKT4SelOdBwnvtu7MPOoJ1wu+aGTVc24dLdS2bng9LyCvJwLuocPEM94aHzgHuQO9yuucHligvWXFqDFX4rsNx3OZb5LsPSi0ux9OJSLLm4RGqr/FdhfcB6bLm6BTsCd8BD54GDoQfx182/pNhcr7lifcB6rPRbiUU+izD33FzMPTcXzuec4XzOGXO850jN+ZwzFlxYgKUXl2Kl30qsC1gHlysu0nO08fJGrLm0Bst9l2ORzyI4n3PGzDMzMf30dEw7PQ3TTk+Do5cjHL0c8afXn/jT609MOz0Ns87OwhzvOZh/fj4W+yzGct/lWOW/Civ8VmCxz2LMOz8Ps71nY/rp6fj91O/45cQv+Pn4z1L76fhPsvbbyd/wp9efmHlmJpzPOWPhhYVY5rsMK/1WYrnvciz2WYwFFxZg7rm5cDrrhBlnZsDRyxFTT07FLyd+wZRjU/D9ke8x+fBkTDo0CRMPTcTkw5Pxw9EfFMefeWYm/vT6E7+e+BU/Hv0Rkw9PxpcHv8Sn+z/Fx/s+xqf7P8XnBz7HBM8J+OrgV5h0aBK++esbfHv4W3x/5Hv8ePRHTDk2BT8f/xm/nvhViuGHoz/gm7++kY71n73/wTiPcVjkswj6QvV//HT93nXMPDMT/z32X0w+PBkTPCfgo30f4b0972G0+2j8a/u/8Pq21zFy20ipvbb1NamN2jEKY3aOwXt73sP4vePx6f5P8eXBLzHx0ER8fuBzfLjvQ7y35z28vfNtvL7tdbzi+gpe2vwSXtr8EoZsHoIhm4fgxU0vSu2lzS9huNtw/Gv7v/D2zrfx793/xvi94/HZgc/w6f5P8YHHBxi7ayze2P4GRriNwJDNQ/D8hufx3Prn0G9dP/Rd1xd91vZB77W98eyaZ/HsmmfRb10/DNw4EC9tfgmvbn0Vo3aMwthdY/H+nvfxzq53MGrHKNmxeq/tjadXPY2nVj4ltSdXPilrz6x+RnZcQ8xvub+FN7a/gde2vobhbsMxdMtQDN40GC9sfAH91/dHn7V98MzqZ/DUyqfQdXlXPL7scTy65FF0XNwRTyx7Ak+ufBK91vTCc+ufk449dMtQDNw4EP3W9cMzq59B9xXd0WlpJzyy6BG0W9AO7Ra0Q9sFbdF2QVu0md9Gag8tfAiPLnkUXZZ3wdOrnkbvtb0xYMMADHIZhBc2voA+a/vg6VVP44llT6DD4g5oM78NWs1rhVE7RiEpK0nV9VNUVIR55+dh4MaBUmyPL3scHRZ3QNsFbdF8bnM0ntMYDrMd4DDbAY1mN5I1h9kOaObcDK3mtcJDCx9Ch8Ud0HlpZ3Rd3hXdVnRD56Wd0WFxB7Rb0A4t57VEkzlN0MCpAerOrCu1OjPryFq9WfXQeE5jtJzXUnoOnlj2hPQ6dl7aGe0XtUeb+W3QzLkZGjg1QK0ZtWA/3R720+1RY1oN1JhWA9ppWqnVmlELDZwaoKlzU7Sa1woPL3wYjy15DF2Wd0GnpZ3w8MKH0WpeKzSe0xj1ZtWD/XR72DnaldlqTq+J+rPqo8mcJmg9vzUeWfQIOi7uiIcWPoSW81rCYbYD6s6sixrTaqg6np2jHWpMq4G6M+vCYbYDWsxtIV0bzec2R6PZjVBnZh1oHDWqj1c61sZzGqPF3BZo6twUDZwaoOb0moq+vdf2RnRatKprKDUnFaN2jELdmXXLHZOppp2mRZ2ZddDQqSGaOTeDT7SP6jmxKmLunURggZBU4ySlVPqv3Fu0KP73gNgAxQ3olqtbsOXqFmy+ullqW69vhXuQO/bo9mB/yH78dfMvHLt9DCfCTuDwrcPYH7Ifu4N3Y9v1bdh8dTPWBazDKv9VWOm3UnEDueTiEiy9uBSr/Vdj4+WNcLvmhp1BO7H3xl4cunlIduNY8oZvme8yLPZZjEU+i7DwwkIsuLAA88/Px7zz8zDv/DwsvLAQy32XY13AOmy+ulm6KT8QckA63tbrW6Ub2+W+y7HwwkLpGIYb0tnes+F01glOZ50w99xcLPZZjBV+K6Tjbru+TXastZfWSsea4z0HSy8uRURKRLlen6D4IHhHeZfrr71uJN7AOI9xGOQyCMO2DMNrW1/DmzvexDu73sEHHh/g430fSzdOo91HSzdOgzcNxoANA6SbnZI3PIZmuHEYsnkIXnF9Ba9vex1vub+FsbvG4u2db0s3KCO3jcQItxF42fVlDN0yFC9uehH/5/J/0s1Un7V98OyaZ6WbkUEug/Cy68t4fdvreHvn2xjnMQ7j947Hv3f/G6PdR2PktpEYtmUYBrkMwnPrn0Pvtb3Ra00vPLP6GfRY1UO6oeq+ojueWvkUeq/tjec3PI8hm4dghNsIjNoxCu/seke6uTOc73Prn0PP1T3RdXlXPLHsCZOt24pu6Lm6J/qu64vnNzyPFze9iFdcX8HIbSMx3G04Xtz0ouzm7ollT6Dj4o7ouLgjHl3yKB5d8igeW/IYOi3thE5LO+HxZY+j24pu6LGqB3qv7Y3+6/vj/1z+Dy9tfgkvu76MFze9iAEbBkjH67K8Cx5d8igeXviw1B5a+JCsGW4aui7vih6reqDP2j5SrIabT8NNmeF47Ra0Q+v5rdFqXiu0mtcKLee1RMt5LdFibgu0mNtCumnotLST9Bz0W9cPL2x8QYqvx6oe6Lq8Kx5b8ph0o9Jibgs0n9sczZyboalzUzSZ00S6SWs+tznaLWiHjos7osvyLuixqof0vJa8aWy/qD1az28t3ZSZao1mN0Lzuc3RdkFbdFjcQboZe3bNsyaPV29WPdSeUdtkM9zglDxu56Wd0X1Fd3Rb0U26QW49vzWaOTdDQ6eGqD2jNmpOrym70St5k1dzek3UnVkXDZ0aosmcJmg5ryXaLmiLhxc+jLYL2qLF3BZoPKcx6s+qj9ozakM7TVvmjYjGUYNaM2rJbpzaLmgru8F7kBuymtNrym50DYkAw01e7Rm1y31MjaMGtWfUlm6aWs9vjRZzW/yjm8aSN6V1ZtaRbrYr6kbPEs1wXYiOg63i29hdY6XCm7e3skD4/ff/+5yedGjSAz1Gzek10cy5GZrPbS4lcNQmhEq3koknQwKsPAkmY80wJzVwaoCGTg1RZ2adCrneDe9xW39/s7FV1rb04lJV9xjJ2cnotqKb8HjZbK/9dPwnVdfQ1birqDOzjvB42WyvfXnwS1XX0Oarm4XHymabbfLhyaquod9P/W7xWFggZO6drI8FQlKNk5TSkSPyBFbbtsX//u3hb4V/wFfF1sy5GWLSYlS9Niv9VkpJ89e2vqZqTGFRIdovai/8PNnY2NjY2KpbC0kMAQCcP68sEP78c/HndEpOCovEbGxsNtU6L+2s6j5jfcB64bGy2WbrvqK7qmvoj1N/CI+VzTZb33V9VV1Dn+7/VHisbLbZXnZ9WdU19K/t/7J4LAGxAapiqaqYeycRWCAk1ThJKXl6yhNY7dsX/zsLhJZrq/1Xq3ptHl3yqGxccEJwmWPCksOEnx8bGxsbG1t1bKfCTwEALl5UFgh//734c/pm0k3hcbKxsbGVbA2cGqi6N2Fxh81Ua7ugrapr6MuDXwqPlc02W9flXVVdQ2N2jhEeK5tttufWP6fqGhq8abDFYwmMD1QVS1XF3DuJwAIhqcZJSsnDQ57Aeuyx4n//7sh3wj/gq2qbfnp6ma9LUVGRYt33o7ePljnuatxV4efHxsbGxlZ1W41pNWA/3R41p9dEzek1UWtGLdSaUUtaZre8x6o9ozbqzaontfqz6qP+rPpo4NQA9WfVR52ZdVTvg2I/3R71ZtWDw2wHNJnTBE3mNEFT56Zo6txUWpqzmXMzaalcNfEZltttMbeFtAyzoZVeGtfwOe3vrywQTv/7oz84IVjxOO0XtUeHxR3QYXEHdFzcER0Wd0Crea24DBub2VZzek1p/yPDEtmG96Ph/WlqfyONo+YfLe1s7WZ4bzeZ0wSt5rVC2wVtpeWvS7fW81ujqXNTaflvY+dpWAq3mXMztJnfRtqDqWQzLBHfcXFHPLLoEbSZ30Za3rferHqoOb0mNI4a2TzW0KkhGs9pjOZzm0txPrzwYXRc3BGdlnbCE8ueQPcV3WU3HmXEAAAgAElEQVR7Zhn2pDLEW/pcSy71/vSqp9FjVQ+p9VzdU2pPr3oaXZd3RaelndB+UXvZ8uVNnZvKlo0v/UeIdo52qrYzKH1/2Gh2I8WS+QM3DsQgl0EY5DIIgzcNlvZ5M+z79sLGF9B3XV9p7zDD3lyGfbsMS+X3XddXttfaCLcReHXrq3h166vSXnQjt43Eq1tflZbnH7hxIJ5b/xyeXfOstAWBIa5BLoMwdMtQjHAbIe3b9pb7WxjtPhqj3Ufj7Z1v4+2db2PMzjEY7T7a5J5ug1wGSTGN3DYSb+54E2N2jsG/d/8b7+95H+/veR/jPMZJ7QOPDzDOYxze3f2utL/eCLcRGLZlmOyYQzYPwcuuL2OE2wiM3DYSo3aMwmj30Xhn1zt4b897+MDjA3y07yN8uv9TTPCcgAmeE/DZgc/w0b6PZMd/Y/sbir30Pt3/Kb46+BUmH56M7458h28Pf4tv/voGkw5NwpcHv8QXnl/gswOf4ZP9n+CjfR9h/N7x+MDjA7y/5338e/e/MXbXWMV+f2N3jZVdCw2dGpZ5/QDA+3vel43rubonJh6aiO+OfIefj/8s7aNo2NZjtvdsqc3xniPb9/Hn4z/L9kX8wvMLfP3X1/jh6A/45cQv+NPrT8w6Owvzzs/DIp9FWOyzGIt9Fkv7YRr2yDTsc2nYu/GXE7/gx6M/4uu/vsbkw5Px32P/xdSTUzHjzAw4n3PGYp/FWOm3EmsvrcW6gHVYH7AeGy5vwMbLG7HpyiZsurIJGy5vwEq/lVjssxjO55wx48wM/H7qd2m/yOmnp0vHWuW/Chsub4DbNTdsu75N1rYHbsf2wO3Sdi2GvTkN+2DOOjvL7J6Zhj05Xa+5YnvgduwM2gkPnYe01+oe3R5sD9wubQVjOPbCCwulrVRK7xd6+NZhac/Xo7eP4ujtozh2+xiO3T4mbTGzK3iXbAsXw36bhvPcFbwLjl6Osmuh3YJ2qq6hV1xfkY37wOMD2Z6up8JP4WzkWZyLOie183fOS807yhunI05LW+J4hnpi74292Bm0EzsCd0hb0Ry+dRgnwk7gTOQZXLhzAb4xvvCL8ZOaYQ9g/7v+uBh9Ed5R3jgZflLxHBi2tzkYelDaI9ew56xhj+DS+wRfjbuq2Cu35HY7hi14ToSdwNnIs7gYfRFX4q4gKD5I2jvY2J7BQfFBuBx7WXbcg6EHsT9kPw7fOoyT4SdxLuqctP/3jcQbsj2GS+4zHJYchptJN6V9gg17gJ8KPyVdH14RXrL9gG8k3kBYcpi0F3Hp/YjvpN5BREqELFbDnrwnw0/idMRp+ET7ICA2AIHxgVh4YaHsWlD7S+Zea3rJxs32ni3tc343/S7iM+NxP/s+krOTpVZyT+/72felPd8N+5Zfu3cN/nf9cf7OeXhFeCEzL1NVLFUVc+8kAguEpBonKaWdO+UJrC5div99/vn5spvQnqt74pnVz+CZ1c+g15pe0v5xPVb1QLcV3aTNrh9e+DDazG8jbdBs2Pz6qZVPSfvNvbDxBQzcOBD/5/J/spvHIZuHYJDLIAzYMAB91vaR7W32yKJH8NDCh4zusTZ402AM3TIUQ7cMxbAtw/Cy68t4xfUVDHcbjuFuw6W96/qv749n1zyLJ1c+Kd2UGzZ6fnrV03h2zbOyG8iSxzHcjBo2Sh/uNhxDNg+RNu/utaYXnlz5pNFjtZnfRvYF5MejP5b5umTlZylu3D10HmWOOxd1Tjamzsw6mOM9B9NPT8fUk1Mx5dgUaQP6kjdO88/Pl/Z/XBewTnGzY2jrAtZhhd8K6abE6awTpp2ehqknp+KPU39g2ulp0k2d8zlnzD8/H4t8FmHpxaVY4bdCOv7GyxulfSzXBazDct/lmH9+PmadnYU/Tv2Bn47/JN3cOXo5Yrb3bCy4sEDaS9Lligs2X90M12uu0s3U9sDt2BG4A9uub4PLFRes9l+NJReXYO65uZh+ejp+O/kbpp6ciplnZmLe+XlY5rsMay+txZarW6R9NI213cG74R7kDtdrrth4eSNW+6/GMt9lWHBhAWZ7z5aeuzWX1sDligu2Xd+G3cG7pRuvAyEHsD9kP/bd2Id9N/Zh74292KPbA/cgd7hdc5P2q1zhtwKLfBbJXgvDXpy7gndhf8h+aS9OQzt867DUDt08ZHKPziUXl2C1/2q4XHHB1utbsSt4Fw6EHMCRW0dwPOw4ToSdwImwEzgZfhInw0/iVPgpnAo/heNhx3Ho5iF46DywI3AHtlzdIt2Yrrm0RrZX6L4b+3Do5iEcu31MOoZXhBfORJ7B2ciz8I7yhneUN06Fn5JunHYG7YTrNVdsuLwBq/1Xy24aD4QcwNHbR6WbMp9oH6PtXNQ5eEV44ejtozgQckDa89Rwc771+lbsDt4Nz1BPHLt9DGciz8A3xhcBsQFG26W7l+Ab4yu7wfEM9ZRuoN2D3KWbsuNhx3Em8gx8on3KvMm7HHsZfjF+uHDnAs5EnsHJ8JM4evsoDt08hCO3juBk+EmcjTwLn2gf+N/1x9W4q9JNnqHdSLwhNcONyKW7l+AT7SPdOB25dQR/3fwLJ8JOwDvKG34xftINWXhyuHQTFpUahciUSESkRCA8ORxhyWEITQqVbsZ8Y3xlN7qHbx3GqfBTOBd1TrrJC0kMQXhyuOwmr2SLTIlEWHIYbiTekGK9cOcCTkeclq6T0seLSIlATFoM4jLiZO1exj3cy7iHuIw4RKdFIzw5XIrXcFNquNkOjA9EaFIoIlIiEJsei6SsJKTmpCI9Nx3puenIyMtARl4GMvMykZmXiaz8LGTlZyE7PxvZ+dnI0ecgZ/MG5DRthNwadsitYYe8v1u+trjp/24FGjsU3ItDYVEhCosKUVRUhKKiIuQX5CM9Nx2JWYmISYvB7fu3EZwQjMuxl3E17ip0CTqEJYchJi0GiVmJSM9NR64+F/pCPQoKC1BQWCAdD4B0zIy8DCRlJSE2PRYRKREISQzB9XvXpdc3Ji0GCZkJSMtNQ44+BwWFBVJMhmMZFBYVIq8gD5l5mUjOTkZ8Zrz03N6+fxt3Uu/gXsY9JGcnIzMvE/kF+YpjmFJQWIBcfS4y8jKQkpOChMwEJGYlIjUnFZl5mcgryCvX3rqGeA3HNNyYJ2UlSc9deY8H/O95NTwHCZkJSM1JRXZ+NgoKC8ocX3pJb89QTwDA5cvKAuGcOcVjrsRdkY2pMa2G2cfIK8hDQmYCbt2/hUt3L0lzqyGBcyXuCoITgqXERslEi6HFpMUgOi0aESkRCE0KRWB8oCLp4h3lDd8YX+l4hmsgNj1W8X40tLvpdxGVGoVb928p5iRjCaHotGjEZ8YjKStJlngxJFxSc1IVSRfD/OF/1x8BsQEIig/CzaSbiEyJRFxGHO5n30dGXob0/i3dcvQ5iparzzXa8gryFC2/IF/RDO+blJwUxGfGIyYtRnpuS55r6fdPyTmidDO8ZwzHTcxKRFxGnPRaxmfGIyUnBVn5WeV6Lz4IQ0yGec0wJ+kL9dAX6mXPQ15Bnuw5NDzHhuffML8a5lvD/GuYj9Ny05CWm4bUnFSplbwecvQ5D/TeLq2gsAA5+hyLP3eVRVRqlOI+Iy03rcxxn+z/RDbmm7++sUK0ZIuu37v+QEXm0kv7zTwz0wrRki06f+f8AxWZ+6/vLxu35tIaC0dKturQzUOya+HhhQ+rGtd5aWfZuD26PRaOtPph7p1EYIGQVOMkpbR1qzyB9dRToiOqeiYemij7AvLZgc/KHBObHqu46dpydUuZ447ePiob02Z+m4o4BSKi6kOvBxwclBUeUy0hQXTEJEjpBIPhD3muXlVeJgsWFI/xi/FT/CEPEZE1JWcnK+4zotOiyxxXemm/qSenWiFaskWRKZEPVGQuvbTfkotLrBAt2aLSRWaNo0ZVkfnJlU/Kxm0P3G6FaMkWnY08K7sWGs9prGpcq3mtZOOO3T5m4UirH+beSQQWCEk1TlJKmzbJE1i9eomOqOr59cSvsi8g7+x6p8wxIYkhipuuVf6ryhy3R7dHNqbz0s4VcQpERNVHQoL64qCDQ3FBkaqlbiu6yT5zdwTuAAAEBiovlWXLiseU/qV/o9mNBJ4BEVVH+kK94j5DzV7nw92Gy8bMPTfXCtGSLXrQInPppf1crrhYPliyScaKzOm56WWOe2TRI7IxB0MPWiFaskWlt9fRTtOqWiWg7sy6snEXoy9aIdrqhbl3EoEFQlKNk5TSunXyBFa/fqIjqnqczznLvoAMdxte5hjfGF/FF+Z55+eVOW7L1S2yMT1X96yIUyAiqj7UFggdHABXV9HRkkA9V/eUfea6Xiu+HnQ65eWyenXxGK8IL9mYZs7NBJ4BEVVX9WbVK3eCdMCGAeX+40WqmowVmXUJujLHdVraiUv7EQDgfvZ9xTUUkxZT5rjGcxrLxpyNPGuFaMkWhSeHK66hsvb+e9C5i8qHuXcSgQVCUo2TlNLKlfIE1gsviI6o6lnlv0r2BWTAhgFljjkedlzxxcXRy7HMcSv9VsrGvLCRLygRkUl6fXFBsGQzVt3R6ZT9+MvBaq/P2j6yz9wNlzcAAEJClJfQxo3FY7gUOBHZggdZYq300n5br2+1QqRkqx7kVzilr7vjYcetECnZovyCfEW+40biDbNjioqKUGNaDdmYq3FXrRQx2ZrErETFNRSXEWd2zIP++pnKh7l3EoEFQlKNk5TS0qXyBNbgwaIjqnq2Xd8m+wLSfUX3MsfsDt6t+OLy49Efyxw37/w82ZhXXF+piFMgIqp6XF3V7zXIfQbJiOc3PC/7zF3tX/wzwVu3lJeQ4cemB0MPysY8sugRgWdARNVV6T1UdwfvLnNM+0XtZWM8Qz2tECnZqgcpMnNpPyqp9PXgG+Nrtn9WfpYiRxKWHGalaMnW5OpzFddDaFKo2TEPun8qlQ9z7yQCC4SkGicppQUL5AmsYcNER1T1lE4GPrzw4TLHbLi8QfHF5cuDX5Y57k+vP2VjRruProhTICKqWvR69cVBFgjJhMGbBss+c5f5Fm80GB6uvITc3YvHeOg8ZGMeW/KYwDMgourq2TXPyuYiNXvBNZnTRDbmdMRpywdKNqu8RWZjvxjj0n7VW8t5LWXXw4mwE2b738u4p7iGErMSrRQt2aLaM2rLrgf/u/5m+wfGByquocKiQitFW30w904isEBIqnGSUpozR57AevVV0RFVPd5R3rIvII1mNypzzCKfRYovLh94fFDmuB+P/igb85+9/6mIUyAiqlrU7jNo9/deg1xOlIx42fVl2WfuggsLAABRUcrLyMOjeIx7kLtsTNflXQWeARFVV6X/wGHJxSVm+xtb2u9y7GUrRUu2qNeaXuUqMj/onnNUdZXek9JD52G2/82km4prKFefa6VoyRY1n9tcdj2cCj9ltv/5O+dl/Rs4NbBSpNULc+8kAguEpBonKaUZM+QJrDfeEB1R1XPt3jXZlxCNo6bMv1Jy9HJUfPl9y/2tMh9rgucE2ZivDn5VUadBRFR1qC0QOjj8b21IolJe2/qa7DN3jvccAEB0tPJSOniweIzrNVfZmKdXPS3wDIiouvrX9n/J5qIZZ2aY7Z+dn624N7l9/7aVoiVbVN4is7Gl/dJz060ULdmi0kXmTVc2me1/6e4lWf9aM2pZKVKyVY8ueVR2Tey7sc9s/8O3Dsv6t13Q1kqRVi/MvZMILBCSapyklP74Q57Aevtt0RFVPQ+yzvn3R75XjHnZ9eUyH+sDjw9kY/577L8VdRpERJWTXl9cECzZdDplBUenU/bjLwfJjDd3vCn7zJ1+ejoAIDZWeXkdPVo8ZuPljbIxvdf2FngGRFRdjfMYJ5uLphybYra/saX94jPjrRQt2aLyFpmv37vOpf1IZpDLINn1YFiq3RSvCC9Z/+Zzm1spUrJVPVf3lF0TW65uMdt/Z9BOWf8uy7tYKdLqhbl3EoEFQlKNk5TSr7/KE1jvvis6oqonOTtZcTMUnRZtdswn+z9RjHl+w/NlPlbpZOW009Mq6jSIiCofV1f1ew1yn0Eqp7G7xso+c38/9TsAID5eeXl5eRWPWXNpjWxM//X9xZ0AEVVbXx78UjYXTfCcYLa/saX9cvQ5VoqWbFF5i8znos7J+jd0amilSMlWvb7tddk1MevsLLP994fsl/XvuLijlSIlWzVw40DZNbHCb4XZ/usD1sv691nbx0qRVi/MvZMILBCSapyklP77X3kC64Oyt7mjciooLFDcUAfFB5kdM2bnGMWYHqt6lPlYpfdDmn9+fkWdBhFR5aLXqy8OskBID6B0cvSn4z8BAJKSlJfXuXPFY5b5LpONGeQySNwJEFG19dPxn2Rz0Xt73jPbv/TSfjWn10RRUZGVoiVbVN4ic+ml/dotaGelSMlWvbfnPdk18fPxn832L71Mu5r8CFVtpZf7n+0922z/hRcWyvq/tPklK0VavTD3TiKwQEiqcZJS+vZbeQLr449FR1Q1NXBqIPsicv7OebP9Sxf67Bzt0GlppzIfZ8CGAbIxq/1XV9QpEBFVLmr3GbT7e69BLidK5fTRvo9kn7nfH/keAJCcrLzEDF87Sycmhm4ZKvAMiKi6mnV2lmwuGrltpNn+pZf2a+bczEqRkq0qb5HZPchd1r/r8q5WipRs1QTPCbJr4quDX5ntv9Jvpaz/CxtfsFKkZKve3f2u7Jr45cQvZvtPOz1N1n/UjlFWirR6Ye6dRGCBkFTjJKU0caI8gfXFF6IjqpraLmgr+yJy+NZhs/2fW/+cokDYen7rMh+nx6oesjGu11wr6hSIiGyX2n0GTRUHXTlXUvl94fmF7DN30qFJAIC0NOVlduVK8Zg53nNkY17d+qrAMyCi6mrpxaXl+jVz6aX9OizuYJ1AyWaVt8i8LmCdrH/fdX2tFCnZqinHpsiuiXEe48z253coKu3zA58b/S5uyg9Hf5D1/8/e/1gp0uqFuXcSgQVCUo2TlNLnn8sTWJPMf57SA+q6vKvsi8iOwB3l6m/nqG6fhseWPCYbs/fG3oo6BSIi21SefQZ1OmUhkb8cpAc06dAk2WfuF57Ff2WVmam89IL+Xll8xpkZsjFvbH9D4BkQUXW16com2Vz0zOpnzPYvvbTf06uetlKkZKvKu2T2ggsL+At6kinvd6LfTv4m6//u7netFCnZqh+P/liugt9nBz4rV0GRHgxz7yQCC4SkGicppY8/liewvv1WdERVU791/WRfRNZeWmu2f+lfHNo52kHjqClzr4/W81vLxhy7fawiT4OIyLZwn0ES6Lsj38k+cz/a9xEAIDdXeendvl085vdTv8vGjNk5RuAZEFF15aHzkM1Fjy15zGx/Lu1HpZW3yOzo5Sjr/5b7W1aKlGzVkotLZNfEi5teNNv/67++lvX/7MBnVoqUbFV5lwwt75Kk9GCYeycRWCAk1ThJKX3wgTyB9d//io6oaiq9p+C88/PM9i+9Z6GhZednl2tcWXsdEhFVatxnkAQqvf9SyaWxnn/+f5dehw6A4e97fj7+s2xMWXs2ERFZwvGw47K5qOW8lmb7l17ab4TbCCtFSraqvEXm7498L+s/fu946wRKNmvj5Y2ya+LZNc+a7T9+73hZ/x+O/mClSMlWLfJZJLsmXtr8ktn+r259VdZ/tvdsK0VavTD3TiKwQEiqcZJSevddef70119FR1Q1vb3zbdkXkd9P/W6yb0FhgdHioJ2jHRIyTf/6paioCBpHjaz/tXvXLHE6RES2QW2BkPsMkgVMPTlV9pk7dtdY6f/FxgIffQT8+99AaOj/xpROkH6470MBkRNRdecb4yubi+rMrGO2/68nfpX1f2fXO1aKlGzVibAT5Soyf7r/U1n/r//62kqRkq3aHbxbdk08vuxxs/3fcn9L1n/a6WlWipRs1YbLG2TXRJ+1fcz2f2HjC7L+K/xWWCnS6oW5dxKBBUJSjZOU0ujR8hzqn3+Kjqhq+mT/J7IvIt/89Y3Jvik5KSYLhBEpESbHZeVnKfrfvn/bAmdDRCSIXi/fP1Cn4z6DJMz009Nln7lv7nizzDFcHouIbMGNxBuK+4b8gnyT/Tl3UWnlLTKP3TVW1v+3k79ZKVKyVcduH5NdE63ntzbbf+iWobL+Cy8stFKkZKt2Bu2UXRNdlncx27/Hqh6y/luubrFSpNULc+8kAguEpBonKaV//UueV505U3REVVPpfYrM/WIgMiXSZIEwMD7Q5LiEzARF/3sZ9yxxOkRE1ufqqm6/Qe4zSFYy23u27DP3ta2vlTnmC88vZGMmHppohUiJiORi0mIU9w33s++b7F96ab/vj3xvxWjJFhkrMucV5JnsP8JthKyv8zlnK0ZLtsgn2kd2TdSfVd9s/77r+sr6rw9Yb6VIyVYduXVEdk20XdDWbP+OizvK+u+7sc9KkVYvzL2TCCwQkmqcpJRGjJDnVefMER1R1VR6U3ZzvzK4fu+6yQLhxeiLJseFJ4cr+mfkZVjidIiIrEuvV1ccZIGQrGjBhQWyz9yXXV8uc8zH+z6Wjfn28LdWiJSISC49N71cK5W8ueNNWV9HL0frBUs26W76XcU1lJSVZLL/8xuel/Vd6bfSitGSLQpOCFZcQwWFBSb7d13eVdbXPcjditGSLbpw54Lsmmjg1MBs/+Zzm8v6nwo/ZaVIqxfm3kkEFghJNU5SSsOGyfOqCxaIjqhqWnhhoeyLiLnNk72jvE0WCE+EnTA5LjA+UNG/sKjQEqdDRGRd5dlrkMuJkpUsvbhU9pk7eNPgMseM8xgnGzPl2BQrREpEJFdYVFiuvcu5tB+VlpGXUa4i81Mrn5L1dbvmZr1gySbdSb2juIZSclJM9m+3oJ2s7+Fbh60YLdmi8ubAas2oJevrf9ffitFWH8y9kwgsEJJqnKSUBg+W51aXLhUdUdVUevPk3mt7m+x7MPSgyQLh/pD9JseVXqKj3qx6ljgVIiLrU1MgdHAoXoaUyEpW+6+Wfe4+v+H5Mse8s+sd2RjuwUREojR0aiibj85FnTPZt/TSfusC1lkxUrJFRUVF5Soyt1/UXtb3QMgBK0ZLtig1J1WR77iTesdk/0azG8n6nr9z3orRki2KSo1SXENpuWlG++bqcxV9Q5NCrRxx9cDcO4nAAiGpxklK6fnn5fnVVatER1Q17Q7eLfsi0nlpZ5N9t13fZrJAuPX6VpPjToSdkPVtOa+lJU6FiMiy9PrigmDJptMpC4I6nbwPfzlIVlb6j3/6rutb5pi33N+SjeEyfUQkSulf4/x18y+Tfbss78Kl/UihdMHGO8rbZN+mzk1lfU9HnLZipGSLCgoLFPmOoPggo32N/er5+r3rVo6YbE1ydrLiGopOizbaNzErUdE3LiPOyhFXD8y9kwgsEJJqnKSU+vaV51vXc59nizh2+5jsi0irea1M9l3lv8pkgXDtpbUmx+27sU/Wt+PijpY4FSIiy3F15V6DVGm4XnOVfe72XN2zzDEjt42UjXE662SFSImIlErv57UjcIfJvm0XtOXSfqTw0MKHVBWZi4qKYD/dXtY3IDbAytGSLao/q77suvCJ9jHaz9i+qZEpkVaOlmyNvlCvuC50CTqjfcOSwxR9M/MyrRxx9cDcO4nAAiGpxklK6Zln5PnWTZtER1Q1+cb4yr6I1JlZx2Rf53POJguE5vb72Pr/7N13eBTV+sDxVYErRYOCoqCggoANLor1itgVG9iuXLuCINgLCmKhd0LvnaX3llBDJwm9CAsBQu+9hrLJnt8fkf3x7sxuJprMmd39fp5n/2DOu9l3nudwZva8O+esGy5i7+t5X26cCgDkDq/XenGQAiEcYNSfo8R1954e92T5nhfcL4j3tF/S3oZMAcAoO8uGBi5HytJ+UEqpu3vcbanInHYxzfC9dsvRLTZnCye6ucPNol/M3DrTNG7vqb2GPnQs7ZjN2cKJCrQsIPpF8u5k07jV+1eLuCubXql8Pp/N2UYH5t6hAwVCWMYgZXTffXK+dXjwFSzxD2w8vNFwQ3sh/YJp7C9zfglaIGy+oHnQz+izoo+IfaT/I7l1OgCQ86zsM3jpFRPDkqLQboJngrjuhlo+/JKnBj8l3tMluYsNmQKA0bNDnxXjUcfEjqZxGb4Mw3cSlvaDUko93O9hS6vdHDh9wNCHDp45aHO2cKKy3cqKfjF2w1jTOLP5FG8G3wWgVLH2xUS/mLV1lmncwh0LRVzhNoVtzjR6MPcOHSgQwjIGKaPy5eWc65gxujOKTPtO7TPc0B4+e9g09su4L4MWCH+e/XPQz4hNjBWxzw59NrdOBwByntUCYUxM5lKkgGZTU6aK6+5tnW/L8j2PD3xcvKfnsp42ZAoARoF7ov4x7w/TuJPnT7K0H0w9N/Q50S86LOlgGrfl6BZDHzrnPWdztnCiyn0ri34xcNVA07jAFZnyt8hvc6Zwqju73in6xnjPeNO4aSnTRNytsbfanGn0YO4dOlAghGUMUkalS8t514kTdWcUmc5cOGP4UpR6LNU09oMJHwQtEH4Z92XQz2i+oLmIrT6yem6dDgD8M15vZkHw8pfHYywGejzGOJ4chEPM3DpTXHeLdyye5XsCl/Trv5LNnwHo8dHEj8R49P2M703j9pzcw9J+MPXm6DctFZlX7lsp4vI0y8PSflBKKfX0kKdF3+ic1Nk0bk7qHBF3Y/sbbc4UTvVAnwdE3xi0epBp3Ih1I0Scla0B8Pcw9w4dKBDCMgYpo5Il5VzstGm6M4pMPp9PXdX0KnFDsmrfKtPY10a+FrRA+PGkj4N+xs+zfxax741/L7dOBwD+Prfb+l6D7DMIB5u7ba647t7Q7oYs31OpdyXxniFrhtiQKQAYfRX/lRiPak+ubRrnOeRhaT+Y+mTSJ6JffDfjO9O4edvnibjr215vc6Zwquojq4u+0Wx+M9O4wGXdy3QtY3OmcKonBz8p+kaw5fsDt0D3+1kAACAASURBVOR5tP+jNmcaPZh7hw4UCGEZg5TRzTfLudgZM3RnFLmua3OduCGZv32+aVzgDc7lr7fGvBX07wcuTVpnSp3cOhUA+Hu8XuvFQQqEcLhFOxeJ625M65gs33NPj3vEe0b+OdKGTAHAqHFCYzEe/Xfsf03jkncns7QfTH0d/7XoG7Um1zKNm7xpsoizsiQ3okPg6kkNZjUwjRuyZoiIu7/P/TZnCqcK/IF9iwUtTOPaL2kv4p53P29zptGDuXfoQIEQljFIGd1wg5yLTUjQnVHkuq3zbeKGZPKmyaZxgU8XXP6qNqxa0L//8aSPLS0TBADaWN1n0PXXXoMsJwoHC9wPp0DLAlm+p2y3suI94zaMsyFTADBqs6iNpe8Zs1Nni7hi7YvZnCmc6teEX0XfeHvM26Zxw9YOE3EVelWwOVM4Vf1p9UXfqDu1rmlct6XdRFzVQVXtTRSO9f6E90Xf+GnWT6Zxv839zfKP7/HPMPcOHSgQwjIGKaPCheV87MKFujOKXBV7VRQ3JO61btO40l1KBy0QVhlYJejff3vM2yL2t7m/5dapAMDfY7VAGBOTuRQp4GCr9q0S1908zfJk+Z7AHwtN2TTFhkwBwKjnsp5iPPrPgP+Yxo33jGdpP5hqt7id6BsvDnvRNM5qX0P0aTi7oegb745/1zSu5cKWIu7VEa/anCmcqt60eqJv1JtWzzTu2+nfirhPJ31qc6bRg7l36ECBEJYxSBkVLCjnZJOSdGcUuaoMrCJuSLov7W4aV7Rd0aAFwlBLaVQbVk3Etl3cNrdOBQCy5vVmFgQvf3k8xmKgx2OM48lBhIH1B9cbrtM+ny/ke0p0LCHip2+ZblO2ACAFPtV1X8/7TOMGrR7E0n4w1Wt5L9E3HhvwmGmc1adVEX1aLWwl+sYrI14xjQssJL43/j2bM4VT/Tz7Z0t949NJn4q4b6Z/Y3Om0YO5d+hAgRCWMUgZ5csn52lXrNCdUeR6ZcQr4oak1cJWpnH5mucLWiAs261s0L//xKAnLBUgASDXud3W9xpkn0GEqZQjKYbr9IX0CyHfc0O7G0R8wjbWdgegh9V94bomdxVxTw5+0uZM4VTD1w0XfePenveaxv0y5xcR987Yd2zOFE4VuHToE4OeMI0LXIr086mf25wpnMrq06VvjXmLFbdswtw7dKBACMsYpIyuuELO065ZozujyPXu+HfFDcnPs382xJzzngtaHHQ1cakSHUsE/fv397lfxA5ePTg3TwcAzHm91ouDFAgRxrYf3264Tp+5cCbkewq3KSziF+5gbXcAeszbPk+MR9e3vd40rsWCFiztB1NTU6aKvlGqUynTuK/ivxJxtSfXtjdRONaQNUNE36jUu5JpnNV95hB9rP6I5QX3CyKu/ZL2NmcaPZh7hw4UCGEZg5SUkWGcp92wQXdWkStwbXSzX70dPHMwZIEwpnVM0L9frls5ETt2w9jcPB0AMGd1n0HXX3sNspwowtSek3sM1+ljacdCvqdAywIiPnl3sk3ZAoC0ct9KMR7laZbHdJnkn2b9xNJ+MLVgxwLRN65rc51p3EcTPxJx38/43uZM4VQTN04UfaN0l9KmcdVHVhdxzRc0tzlTONXg1YNF3wi2DPaj/R8Vcb2X97Y50+jB3Dt0oEAIyxikpPPnjXO1mzfrzipyBa6NbrYB9+Yjm0MWCIN9cVeKfY0AOITVAmFMTOZSpECYOnTmkOE6ffDMwZDvydssr4hfuW+lTdkCgGT2veOc95whLvBHjvWm1dOQLZxo1b5Vom9c1fQq0++qr496XcQ1mddEQ7Zwojmpc0TfuLH9jaZxTw1+SsR1Se5ic6ZwqvGe8aJvlOlaxjTunh73iLgR60bYnGn0YO4dOlAghGUMUtLp08b52u3bdWcVuQI34H55+MuGmOV7l4csELqauNR573nTv8+yZQBs5/VmFgQvf3k8xouLx2OM48lBhLnj544brtG7T+4OGu/z+Qzx6w6sszFjAPh/B04fsPQjh/fGvydizLZJQHTaenSroQ+dvXjWEPfMkGdETGxirIZs4UTL9iwTfePqFlebxlXuW1nEDVo9yN5E4VizU2eLvlGsfTHTuJKdSoq4aSnTbM40ejD3Dh0oEMIyBinp2DHjHO6ePbqzilzdl3YXNyRVBlYxxCRsS8iyQHg07ajp38/TLI+IW7VvVW6fEoBo5nZb32uQfQYRgc5ePGu4Rm87ti1o/MX0i4b4TYc32ZgxAPy/tItphjFpy9EthrhXR7wqYlosaKEhWziR2ZP0B04fMMQ91O8hEdNvZT8N2cKJNh7eaOhDF9MvGuLKdisrYsZtGKchWzjR0j1LRd/I3yK/aVzgD+oX7Fhgc6bRg7l36ECBEJYxSEkHDxrncA8Y7+eRQ9xr3eKGpEKvCoaYCZ4JIqZou6KGG+adJ3Ya3nch/YIhLuVIih2nBSAaeb3Wi4MUCBGhzAp+oa69ZgXF1GOpNmYMAP/P5/NZ+oFh1UFVRUzX5K4asoUTnfeeN1zXNh8x7llSvnt5ETN6/WgN2cKJ9p7aa+kH0Td1uEnEzNo6S0O2cCLPIY+hD3kz5Eo1Pp9PXdX0KhGzev9qTRlHPubeoQMFQljGICXt3Wucwz1q/nAacsCUTVPEDcltnW8zxARusFyhVwXDzY7nkMfwvqNpRw1xe0/tteO0AEQjq/sMuv7aa5DlRBGBzJYM/fPgn0Hjs7skKQDktuvaXCfGpPnb5xti7u9zv4gZvHqwhkzhVIF7667Yu8IQU7xjcREzfct0DZnCiU5fOG24N9p+fLshrmDLgiImaXeS/cnCkfac3GPoQ8fSjokYfqRnL+beoQMFQljGICXt2GGcxz11SndWkWv+9vnihuS6NtcZYrokdxExVQdVVVe3uFocW7bH2Hd3ndhluOE5ce6EHacFINJZ3WcwWHHQ7dZ9BkCuCZwYDbW8t9Wl2ADALqU6lRJj0pRNUwwxZbqWETHjPeM1ZAqnKtK2iOgf87bPM8Rc0+oaEbNk1xL7E4Uj+Xw+dUWTK0T/CNyfOT0j3XD/tOHQBk0Zw2lOnT9l6B87ju8QMftP7zfEHDrDCje5hbl36ECBEJYxSElbthjncs+d051V5Fq9f7W4Ibmq6VXK5/OJmOYLmouY10a+ZulLl5VlFQAg27Kzz6DHYywk8uQgIlzgL9qTdycHjbXyC2cAsNN9Pe8TY9LwdcMNMTe2v1HEzE6drSFTONXtnW8X/WPypsmiPcOXYbj2BRaAEN2ubX2t6B+Ldy4W7azAgFCsjDGbj2w2xJz3nteUceRj7h06UCCEZQxSktkDIOnpurOKXKnHUg03JWcunBExP878UbS/P+F9wy97p6ZMNfzt5XuXi5h/Nf+XXacFIFKxzyCQpcJtCovr76Kdi4LGbj++3XAfcPrCaRuzBQDpsQGPiTGp1/Jehpj8LfKLmKV7lmrIFE5VsVdF0T/ca+XKESfPn8zy6R5EtxIdS4j+Eb85XrSzWhKyktVTyiv2rhDteZvl1ZRpdGDuHTpQIIRlDFLS2rXG+d2AB9qQg46cPWK4sd13ap+I+WzKZ6L9i7gv1N097hbHRv05yvC3522fJ2Kub3u9XacFIFKxzyCQpRva3SCuvwnbEoLGphxJMdwHXEi/YGO2ACC9OOxFMSa1XdxWtF9Mv2gYt8z2Q0f0enzg46J/9FjWQ7TvPrmbp+cR0l3d7xL9Y/T60aJ9/cH1hj6UnsEv2/H/AovMgfuczt02V7QXaVtEU6bRgbl36ECBEJYxSEkrV8r53bz8iCZXmX3B3nh4o4h5Z+w7or3RnEbqoX4PiWP9V/Y3/O1pKdNETMlOJe06LQCRymqBkH0GEcUCJyRmbJkRNNZsgitwqXEAsNN/x/5XjEm/Jvwq2o+mHTWMW3tO7tGULZzopeEvif7RZlEb0c5WGMjKw/0eFv2j38p+oj1pd5JoL9SqkKZM4VTlu5cPWWSevGmyaL+98+2aMo0OzL1DBwqEsIxBSkpOlnO8BQrozijyBS7RE7hXUeCveNssaqOeGvyUONYluYvh7476c5SIuav7XXadEoBI4PUa9w80W4eafQYB4bbOt4nr75RNU4LGrtq3SsTmaZbHxkwBwKjW5FpiXPo6/mvRvuP4DkNx59T5U5qyhRPVHFdT9I9f5vwi2pN3J4v2/C3ya8oUTvXs0GdFH+mY2FG0z9w6U7Tf3OFmTZnCqbL6Ub17rVu0V+hVQVOm0YG5d+hAgRCWMUhJixYZHwJB7irWvpi4MZm1dZZoN9sH5NURr4pjLRe2NPzdAasGiJgH+z5o1ykBCHdut/W9BtlnEBDKdisrrr/jPeODxi7ds5RJUgCO8t2M78S49PGkj0X7ugPrDAXCDF+GpmzhRIFbZHwZ96Von7V1lmgv1r6YpkzhVG+MfkP0kSbzmoj2sRvGivZy3cppyhRO9cyQZ0QfiU2MFe09lvUQ7Y8PfFxTptGBuXfoQIEQljFISXPnynnfokV1ZxT5AicSx24YK9rv6XGPaB++bniWv8pUSqkuyV1EzJODn7TrlACEM6/XenGQAiFgEHjdHvnnyKCxi3YuErExrfllFgC9/pj3hxiX3hz9pmhfvHOxaL+m1TWaMoVT/TDzB9FHPpr4kWgft2GcaL+z6516EoVjfTTxI9FHvp/xvWgfuGqgaK/ct7KmTOFUr496XfSRpvObivY2i9qI9peGv6Qp0+jA3Dt0oEAIyxikpJkz5bzvzazUkOse7PuguDEZsGqAaL819lbRPi1lmqo9uXbIpX+UUqrVwlYi5pURr9h1SgDCmdV9Bl1/PWbOcqKAUKl3JXH9HbpmaNDYudvmitii7fhlFgC9OizpIMal54Y+J9qnb5ku2kt0LKEpUzhV0/lNRR95fdTron3Q6kGi/YE+D2jKFE71VfxXoo98NuUz0d45qbNof3rI05oyhVMFFpl/mPmDaP9lzi+i/Z2x72jKNDow9w4dKBDCMgYpKS5Ozv3eeqvujCJfVksfXNv6WtG+cMdC9c30b8SxWpNrGf4uNzwA/harBcKYmMylSAEIWe15crkZW2aI2OIdi9uYKQAY9V3RV4xLD/d7WLSPXj9atLPPOQJ1Suok+sgzQ54R7ax0g6w0Tmgcci6j2fxmor3GqBqaMoVTfRn3Zcgic1btyFnMvUMHCoSwjEFKmjRJzv/ecYfujCJfqPX1M3wZ6oomV4j2tQfWZnnDrJSyVEQEEOW83syC4OUvj8dYDPR4jHE8OQiYenzg4+L622t5r6CxU1OmithSnUrZlygAmBj15ygxLt3d427R3m9lP9H+UL+HNGUKp+q/sr/oIw/2fVC0N1/QXLS/NvI1TZnCqQKXf6w2rJpobzCrgWj/YMIHmjKFUwX+YL7muJqiPasnDJGzmHuHDhQIYRmDlDR2rJwTLsdez7nu40kfixuT72Z85287ef6kaHM1cantx7dbWj601uRaIsZsGVIAUczttr7XIPsMApY9Nfgpcf3tktwlaOwEzwQRyz5MAHSL2xwnxqVbYm8R7bGJsaL92aHPasoUTjVm/RjRR8p3Ly/aA4s77094X1OmcKqey3qKPvL4wMdFe92pdUX7F3FfaMoUTpXVHoOBexRe/kN95Dzm3qEDBUJYxiAljRgh54TvvVd3RpEv1JN+u07sMhQIj6UdU12Tu2a5LEvNcTVFzC9zfrHztAA4mddrvThIgRDIlhfcL4jrb4clHYLGZvWkDgDYbdHORWJcurb1taK9ybwmov2N0W9oyhROldXy2Z9P/Vy015tWT1OmcCr3WrfoIxV6VRDt745/V7Q3mtNIU6Zwqh7LeoQsMme11Q9yFnPv0IECISxjkJKGDJFzwpUq6c4o8v029zdxY/LWmLf8besPrjcUCL0ZXjVg1YCQy7YopdQrI14RMS0XtrTztAA4mdV9Bl1/7TXIcqKAZYHX31YLWwWNDZwAq9iroo2ZAoDR2gNrxbh0RZMrlM/n87d/P+N70f7RxI/0JQtHStyVKPpIoVaFRHtgcefn2T9ryhRONXnTZNFHbu98u2jPzr0WolNW99jZ2TMc/xxz79CBAiEsY5CS+veX88IPGutOyGEdlnQQNybPu5/3ty3ZtUS0FWxZUCml1Oj1o8Xxu7rfZfi72VniDECUsVogjInJXIoUgGWBews3nd80aKyVH/wAgJ22Hdtm+IHi6Qun/e21J9cWbV/Ff6UxWzjRnwf/NPShDF+Gv50fsiIr87bPE32kSNsiov2JQU+I9u5Lu2vKFE6VVZG5fPfyon30+tGaMo0OzL1DBwqEsIxBSurdW84NP/aY7owiX98VfcWNycP9Hva3Td8y3XR5lmkp08Txkp1KGv7ug30f5BdRADKf/jt0SL48HmMx0OMxxvHkIJBt74x9R1x/f034NWhs7+W9RexjA7jxAqDXkbNHDMWdvaf2+tsDx7jGCY01Zgsn2nlip6EPnTx/0t8eWNzptrSbxmzhRCv2rhB9JG+zvKK9Uu9Kon3ImiGaMoVTzd02N2SRuXjH4qJ9+pbpmjKNDsy9QwcKhLCMQUrq1k3OF1etqjujyBf4NODlm7gH7k10qW3+9vni+PVtrzf83bt73C1iRv05yrZzAuAQbrf1vQbZZxDIER9M+EBcf3+a9VPQWCt7CgOAnS6kXzAUdzYd3uRvrzasmmhrs6iNxmzhRMfPHTf0od0nd/vbA4s7g1cP1pgtnGjzkc2GPnTee97fXrpLadE2ceNEjdnCiQKLzPma5xPt17S6RrQv2bVEU6bRgbl36ECBEJYxSEmxsXK++NlndWcU+YI9JahU8KcLl+9dLo7/q/m/DH+3ZKeSImZqylTbzgmAA3i91ouDFAiBHPPppE/F9fe7Gd8Fje2Y2FHEPjf0ORszBQBz/2r+LzE2Ldvz/9+T/zPgP6Kt57KeGjOFE3kzvIbizoZDG/ztgcWdCZ4JGrOFE+0/vd/Qhw6d+f/vKje0u0G0JWxL0JgtnCjlSErQInOGL8PQtu7AOs0ZRzbm3qEDBUJYxiAltW0r54urVdOdUeQL3MT90j6DSinVfkl704nDjYc3Gm5ovBlyKcAibYuI9nnb59l5WgB0s7rPoOuvvQZZThTIEXWn1hXX3y/ivgga23pRaxH78vCXbcwUAMwFTr7PSZ3jb6vQq4JoG7Z2mMZM4VQFWhYQ/SR5d7K/LVT/ApRS6uzFs4b5jq1Ht/rbr25xddAfMQBKhS4ynzp/ytC24/gOzRlHNubeoQMFQljGICW1aCHnjF99VXdGkW/DoQ2Gm5P0jHSllFK/Jvwqjr815i2llFK7TuwyvOfEuRPi74b65S+AKGC1QBgTk7kUKYAc8VX8V+L6W2dKnaCxzeY3E7E1RtWwMVMAMBdq+b7bOt8m2iZvmqwxUzjVTR1uEv1k1tZZ/ja+pyIrPp9PXdX0KtFPVu9frZRS6mL6RcNcyOXLIANKmReZU4+lKqWU2nNyj6HtWNoxzRlHNubeoQMFQljGICUtX65Uly5KdeyoVJs2So0dqzujyLf75O6gNydfx38tjn866VOllFLH0o4Z3rPn5B7/3zRb1sVzyKPl/ADYwOvNLAhe/vJ4jMVAj8cYx5ODQI76fsb34vr78aSPg8YG/hDov2P/a2OmAGDu373/LcamIWuG+Nuub3s9q5QgS2W7lRX9ZNyGcUop8z0uNx7eqDlbOFHhNoVFP1mwY4FSSqmjaUcNfWjvqb2as4XT+Hw+dWXTK02LzJ5DHkMfClyRCzmLuXfoQIEQljFIQbdQyxt8NPEjcfzSPkZmX6xSjqT4/+aJcycM7TtP7NRyfgBymdttfa9B9hkEcl3D2Q3F9fe98e8Fjf159s+WYwHALk8MekKMTd2WdlNKZU645m2WV7St3LdSc7Zwogf6PCD6ycBVA5VSSh05e4TiDiwp2amk6CfTUqYppZTafny7oQ+dvnBac7ZwomBF5qV7lorj+Vvk15xp5GPuHTpQIIRlDFLQLcOXoa5ocoW4QVl7YK1SSqnXR70ujjeZ18T/vlBfzvee2mu4aT6adtT2cwOQy7xe68VBCoSALX6b+5u4/r495u2gsd/N+E7EfjLpExszBQBzr4x4RYxNrRa2Ukopdc57zvAdY8vRLZqzhRM9Nfgp0U+6JHdRSim17dg2ijuw5N6e94p+MmLdCKWUUmsPrBXHr2hyhfL5fJqzhRMFKzLPTp0tjhdrX0xzppGPuXfoQIEQljFIwQliWseIG5RFOxcppZR6esjT4nhsYqz/PYG/hlq4Y6G/LeVIiuGL13nvedvPC0Aus7rPoOuvvQZZThTIdc0XNBfX31D7Cn4Z96WIDbVfIQDY5X/j/ifGpoazGyqllDp45qDhO8aB0wc0Zwsnqj6yuugnzRc0V0optWb/Goo7sOTR/o+KvtJ7eW+llFKLdy4Wx69tfa3mTOFU9/S4x7TIPN4zXhwv07WM5kwjH3Pv0IECISxjkIIT3Bp7q+kvmyr3rSyOD1g1wP+eW2JvEW3xm+P9bav2rRJteZrl4YsXEImsFghjYjKXIgWQ69osaiOuwS8NfylobJ0pdUTsl3Ff2pgpAJirO7WuGJvqT6uvlFJq69GthgJh2sU0zdnCiT6Y8IHoJw1mNVBKKbVo5yKKO7DkBfcLoq+0X9JeKaVU/OZ4cfyW2Fs0ZwqnCiwy91nRRyml1ODVg8Xx+/vcrznTyMfcO3SgQAjLGKTgBMGWz7iz653i+NgNY/3vKdetXNC2wC9eMa1jbD8nALnA680sCl56eTzGYqDHI2MOHeLJQcBGsYmx4hr83NDngsZ+MukTEXtpr2EA0KnBrAZibPpgwgdKKX6ECOvqT6sv+srnUz9XSikVtzmO4g4seWvMW6Kv/Db3N6WUUqP+HCWO393jbs2ZwqmCFZm7JncVx58c/KTmTCMfc+/QgQIhLGOQghM8NuAxcYPSa3kvpZRSN7a/URyftXWW/z2BG78PWj3I3zZ9y3TRVqJjCbtPCUBOc7ut7TfIPoOAVt2WdhPX4KqDqgaNfX/C+yL259k/25coAATRbH4zMTZVH1ldKaXU/O3zxfHr2lynOVM4VcPZDUVfeXf8u0oppUb+OZLiDiz5dNKnoq98O/1bpZRS/Vb2E8cf7vew5kzhVMGKzC0WtBDHXx3xquZMIx9z79CBAqFNLv3nzupVtWrVLP9WfHy8qlGjhipRooTKly+fKlGihKpRo4aKj4/P8r3/BIMUnKDasGriBqXt4rZKKaWubnG1OJ68O9n/nicGPSHaui3t5m8bt2GcaCvbrazt5wQgB3m91oqDFAgB7fqs6COuwY8NeCxo7H/H/lfE/prwq42ZAoC5zkmdxdj01OCnlFJKTU2ZKo6X6lRKb6JwrFYLW4m+8sqIV5RSxmvkI/0f0ZwpnOrb6d+KvvLppE+VUkp1TOxoeaUGRLdgReafZ/8sjr83/j3NmUY+5t6hAwVCm+REgTAjI0PVqlUr5Ptr166tMjIycuUcGKTgBDXH1RQ3KL/M+UVdSL8gjrmauNTGwxv973lp+Euirc2iNv421lQHIkx29hpkOVFAq4GrBoprcOW+lYPGvj7qdRHbbH4zGzMFAHPBxrHh64aL4/f1vE9zpnCq7ku7i77yxKAnlFJKdVjSgeIOLPlt7m+ir7w15i2llFJN5jURx98Y/YbmTOFU30z/xrTIXG9aPXG83rR6mjONfMy9QwcKhDa59J+7Xr166s8//wz62rZtW9C/0bBhQ//fqVSpkho5cqRatmyZGjlypKpUqZK/rVGjRrlyDgxScII6U+qIG5Qv4r5Qh88eNhQI953a53/P22PeDvrUQY9lPURblYFVdJwWgL8jcJ/BYHsNmhUH3W7d2QNRb9jaYeIaXLFXxaCxLw9/WcS2XtTaxkwBwNzYDWNNVyPptbyX5SekEd2GrBki+kql3pWUUkr9Pvd3cfzN0W9qzhRO1X5Je9FXXnC/oJRS6vsZ34vjH0/6WHOmcKpgReb3xr8njv806yfNmUY+5t6hAwVCm1z6z/3HH3/8rfenpKSoPHnyKJfLpSpXrqzS0tJE+9mzZ1XlypWVy+VSefLkUVu2bMmBrCUGKThBg1kNxA3KBxM+UFuPbjUUCM9cOON/zyeTPhFt3834zt/WdnFb0fbisBd1nBaA7LK6z6DLlVk0vLyIyJODgCOMXj9aXIPv6n5X0Njn3c+L2A5LOtiYKQCYm7l1phibbupwk1KK7xiwbuLGiaKvlO5SWillXDbyk0mfaM4UTtV7eW/RVx7t/6hSSqnak2uL41/Hf605UzhVsCLzayNfE8dbLGihOdPIx9w7dKBAaJN/WiCsV6+e/28kJSWZxiQlJflj6tev/w+yNccgBSdovqC5uEF5beRratW+VeLYVU2vUj6fz/+er+K/Eu2fTfnM3xb4y8xLv5QC4GDZ2WfQxV6DgFMFToqW6VomaOyTg58UsV2Tu9qYKQCYS9qdJMamgi0LKqWU+jXhV3H8v2P/qzlTOFXCtgTRV25od4NSSqlak2tR3IElI9aNEH3lnh73KKWUemfsO+J444TGmjOFUwUrMgfef3dJ7qI508hn99z7jh071Pfff6/KlSunChQooK677jpVuXJl1a5dO3X27Nkc+5z4+HhVo0YNVaJECZUvXz5VokQJVaNGDRUfH59jn4G/jwKhTf5JgdDn86nixYsrl8ulypcvHzK2XLlyyuVyqRIlSogCSU6gQAgn6JrcVdygPDn4STVv+zxx7Lo214n3NJzdULS/O/5df1vgshsfTfzI5jMCkG1W9xl0sdcg4GTTUqaJa3CpTqWCxv5nwH9EbK/lvexLFACCWH9wvWElk/SMdPV1/NfiWK3JtXSnCodatmeZ6CtXt7haKRV6mwzgcoH3UyU7lVRKKVVtWDVxvO3itpozhVMFKzLf3+d+cXzQ6kF6E40Cds69T5kyRV17XpirmQAAIABJREFU7bX+zwt8lS1b9h+vUJiRkaFq1aoV9DNcLpeqXbu2ysjIyKGzwt9BgdAm/6RAmJqa6n9/3bp1Q8bWqVPHHxtqP8O/gwIhnGDw6sHiBqVS70pq0sZJ4thtnW8T72mxoIXhqcNL6k6tK9q+iPvC7lMCkF1WC4TsNQg4WuDSfDd3uDlo7IN9HxSxA1YNsDFTADC368QuQ4Hw+Lnj6uNJH4tjl29xAFxu0+FNhj50If2CesH9gjjWbnE73anCoRbsWCD6SuE2hZVS/LgK1gUrMt/Z9U5xfLxnvOZMI59dc++rVq1S+fPnVy6XSxUqVEi1bNlSJSYmqoSEBPXZZ5+JIuGpU6f+9uc0bNjQ/7cqVaqkRo4cqZYtW6ZGjhypKlWq5G9r1KhRDp4dsosCoU0udfi7775b3XXXXSp//vyqUKFCqkyZMurDDz9Uc+fODfreqVOn+t/fqVOnkJ8TGxvrj42Li8vRc6BACCcw26Nh6Jqh4liFXhXEezoldRLtzwx5xt/GpsuAw3m9cv/AQ4cy9xQMLAYG7jPIXoOA4wWuAFC0XdGgsf/u/W8RO3TNUBszBQBzJ86dMBR3dp3Ypd4c/aY49se8P3SnCofad2qfoQ8dOXtEPdr/UXGs9/LeulOFQ63ev1r0lUtbrlToVUEcH7Z2mO5U4VDBiszF2hcTx2dtnaU508hn19x7lSpVlMvlUnny5FGJiYmG9nbt2v3j7dJSUlJUnjx5lMvlUpUrV1ZpaWmi/ezZs6py5cr+PP7p04r4+ygQ2iTUo7SXXjVq1FAnTpwwvLdXr17+mLFjx4b8nLFjx/pje/fO3g3k7t27Q74uL1RSIIQugXs0FG1XVHVb2k0cqzKwinhPv5X9RPvD/R72t9UYVUO0NZvfzO5TAhCM2219r0H2GQTCzuKdi8U1+NrW1waNvbvH3SJ21J+jbMwUAMylZ6QbijvrD65Xzw19ThzrmNhRd6pwqDMXzhj60LZj29S9Pe8Vx4avG647VTjU1qNbDX3o7MWz6rbOt4ljUzZN0Z0qHCqwyHxl0yuVz+dT+VvkF8eTdyfrTjXi2VEgXLp0aZYrFWZkZKi77rpLuVwuVbhwYXXx4sVsf069evX8n5OUlGQak5SU5I+pX79+tj8DOYMCoU0KFCigatasqfr166cWLVqkVq9erWbNmqUaN26sihQp4v/PULVqVcN/usur9tOnTw/5OfHx8f7YDh06ZCtHK0VMCoTQbcXeFeIGJV/zfKrlwpbi2MvDXxbvCVxP/d6e9/rbnh36LF/eASfyeq0XBykQAmEpcN+l/C3yB41liSMATlWwZUExPiXuSlQP93tYHOu7oq/uNOFQPp9PXdn0StFf1h5Yq0p2KimOTU2ZqjtVONShM4cMBcL9p/erIm2LiGPzts/TnSocKvVYqqEPnTx/0nDMc8ijO9WIZ0eBsFGjRv7PSE4OXvRt3bq1P27mzJnZ+gyfz6eKFy+uXC6XKl++fMjYcuXKKZfLpUqUKKF8Pl+2Pgc5gwKhTY4fPx607cCBA2Ld3S5duoj2Zs2a+dsSEhJCfk5CQoI/tnnz5tnKkQIhwsGWo1sMNynfTP9G/Pvd8e+K90zZNEW0X75HYeDSLX1W9LH7lACYsbrPoOuvvQZZThQIO2ZLYgVTqlMpJkoBONLNHW4W49PMrTN56hnZEtM6RvSXRTsXqcJtCotjC3Ys0J0mHOq897xhjiTlSIrK2yyvOLZy30rdqcKhzIrMGw9vNBzbfXK37lQjnh0FwkvLixYsWFB5Q8yjJCYm+nP5/fffs/UZqampWT6leEmdOnX8sdu2bcvW5yBnUCB0iNTUVJU3b17lcrlUmTJlRJtdTxCyxCjCwcEzBw03KW+MfkP8u960euI9gcuS3tDuBn/bfT3vE22syw84hNUCYUxM5lKkAMLOhkMbDNf0DF+GaWzxjsVF3IwtM2zOFgDMle1WVoxPYzeMVbfE3iKOxW+O150mHOzW2FtFf5mWMs3wVOHq/at1pwkHCywGLtm1xHCPteUo+3vBnFmReU7qHNOnCpG77CgQFi1aVLlcLlWxYsWQcceOHfPn8vbbb2frMy6vIXTq1ClkbGxsrD82Li4uW5+DnEGB0EFeeukl/3+IvXv3+o/btQdhVuzaKBUIxezG5cG+D4p//zz7Z/GepXuWivbLlzC7o8sdom3Sxkl2nxIArzezIHj5y+MxFgM9HmMcTw4CYWvzkc2Ga/p573nT2KLtioq4udvm2pwtAJir3LeyGJ8GrBqgrm19reGJMCCYe3rcY+hDgdfHrUe36k4TDha4nOiY9WMMfejA6QO604SD5WueT/SXwasHW/4hH3LO5XPvU6dOzfJhnuw6d+6c/++//PLLWcYXLFhQuVwu9cgjj2Trc5xSy4A1FAgd5McffzQtwDml6k6BEE4ReONSrH0x8e9WC1uJ+PUH1xtubNIz0pVSSt3Y/kZxfHbqbB2nBEQvt9v6XoPsMwhElB3Hdxiuz6cvnDaNNVt+DQCc4OkhT4vxKTYxVl3R5ApxbO2BtbrThIM90v8R0V+azW9muD4eOsN9MIK7rfNthnEosA+lXUzTnSYcLLDI3HJhS/HvQq0K6U4xKlw+927llV2HDh3yv/edd97JMv7GG29ULpdL3Xvvvdn6HLtWQ0TOoEDoIA0aNDAtwDll3V4KhHCKG9rdYLjZvfzVfWl3EW82AXnq/CmllFIFWxYUx5N2J+k4JSA6eb3Wi4MUCIGIs/fUXsP1+WjaUdPYAi0LiLile5banC0AmKsxqoYYn36a9ZNhbNt+fLvuNOFgz7ufF/2lzpQ6lp+wB5RSqkKvCqK//DDzB/HvPM3yKJ/PpztNONjtnW8Xfab+tPri38U7FtedYlTI7QLhrl27/O/94IMPsoy/9dZblcvlUqVLl87W5zRr1sz/OQkJCSFjExIS/LHNmzfP1ucgZ1AgdJCXX37Z/x9iz549/uM+n08VL15cuVwuVb58+ZB/o3z58srlcqkSJUrk+MWfAiGconSX0iELhO61cj+yw2cPG2L2n96vMnwZhuPrDqzTdFZAFLK6z6Drr70GWU4UiChm1+dgy1/laZZHxK3at8rmbAHA3AcTPhDj07vj3zWMbUfOHtGdJhzsrTFvif7y8vCXxb/zNc+nO0U43OMDHxd9pua4muLf17W5TneKcLjAIvNrI18T/y7fPfR8NHJGbi8xyhOEMEOB0CG2bdum8uXLF7QqX69ePf9/lqQk8yeckpKS/DH169fP8RwpEMIp7u9zf8gC4eRNk0X8Oe85Q8yWo1vUmQtnDMe3HcvZJ28BhGC1QBgTk7kUKYCIcuLcCcN1eNeJXYY4n89niFt/cL2GjAHA6Iu4L8T4VHVQVcOYdSH9gu404WCfTvpU9Jd/9/63+HeRtkV0pwiHqzasmugzgQXDUp1K6U4RDhfYZx7o84D494N9H9SdYlTI7bl39iCEGQqENpgyZYryhnjq4cCBA6pSpUr+/wwdO3Y0xKSkpKirrrpKuVwuVblyZZWWJtcOT0tLU5UrV1Yul0vlyZNHbd68OcfPgwIhnOLJwU+GLBDO3z5fxPt8PnVl0ytFzJr9a9SB0wcM7z145qCmswIinNebWRC8/OXxGIuBHo8xjicHgYiUdjHNcB1OPZZqiLuQfsEQl3IkRUPGAGDUaE4jMT6V6VpG/PvqFlfrThEO9830b0SfKdquqPj37Z1v150iHO6dse8Y+szl/763Z/ae/kH0eWn4S6LP3NThJvHvZ4Y8ozvFqGDH3HuRIkWUy+VSFStWDBl37Ngxfy5vv/12tj5j6tSp/vd26tQpZGxsbKw/Ni4uLlufg5xBgdAGpUqVUsWLF1dfffWVGjFihEpMTFSrV69Ws2fPVo0bN1ZFixb1/0d4/PHH1fnz5mvLN2zY0B9XqVIlNWrUKLV8+XI1atQoUWBs1KhRrpwHBUI4RfWR1UMWCFfvX214z7WtrxUxi3cuVqnHUg3vPXvxrIYzAiKc2219r0H2GQSihjfDa7gObzy80RBn9sQ/+3kBcIpWC1sZCoKX//uGdjfoThEO99vc30J+v63YK/QkLlB7cm3RZ/I1zyf+/diAx3SnCIcLLDJf0eQK8e/XR72uO8WoYMfce5UqVZTL5VIFCxYM+UBTYmKiP5fff/89W5+Rmprqf2/dunVDxtapU8cfu20bq7rpQIHQBqVKlbK0seibb76pjh8/HvTvZGRkqE8//TTk36hVq5bKyMjIlfOgQAin+HDihyG/QJk9fXBzh5tFzMytM9XaA2sNN0Bs3A3kMK/XenGQAiEQVXw+n2HywWwv4GNpxwzX+j0n95j8RQCwX/el3UN+NyndxbiFCHC59kvah+xDVQZW0Z0iHO77Gd+H7EMvDntRd4pwuM+mfBayD3048UPdKUYFO+beGzVq5P+M5OTkoHGtW7f2x82cOTNbn+Hz+VTx4sWVy+VS5cuH3r+yfPnyyuVyqRIlSjAnqwkFQhvMnz9fNW3aVL344ouqbNmy6vrrr1d58uRRhQsXVvfdd5+qW7euSkxMtPz34uLiVPXq1VXx4sVVvnz5VPHixVX16tVVfHx8Lp4FBUI4x5dxX4a8cTly9ojhPXd2vVPEjPeMV4m7EsWxQq0KaTgbIMJZ3WfQ9ddegywnCkSVwF+4r9i7whBz8MxBw7WeJcEBOMXQNUNDfjep1LuS7hThcL2X9w7Zh14a/pLuFOFwTeY1CdmH3h6TveUBEX1+mPlDyD70ZdyXulOMCnbMvS9dujTLp/syMjLUXXfdpVwulypcuLC6ePFitj+nXr16/s9JSkoyjUlKSvLH1K9fP9ufgZxBgRCWUSCEUzROaBzyxuViuvHCFbjR+9A1Q9WsrbPEsWLti2k4GyDCWS0QxsRkLkUKIKoUbFlQXIuTdhu/PO4+udtwrT9+LviqGwBgp4kbJ4b8blJ1UFXdKcLhRqwbEbIP1RxXU3eKcLiOiR1D9qFak2vpThEOl1WR+Zc5v+hOMSrYNfd+aZnRPHnymD601K5dO38ef/zxh6F93rx5/vaPPvrI9DNSUlLUVVddpVwul6pcubJKS0sT7Wlpaapy5cr+PDZv3pwTp4a/gQIhLKNACKdou7ht0JuW/C3ym77n8YGPi7iey3oavsyz/A/wD3m9mQXBy18ej7EY6PEY43hyEIhK17W5TlyLF+xYYIjZdmyb4Xp/5sIZDdkCgFHCtoSQk6qvjHhFd4pwuGkp00L2oTpT6uhOEQ7Xb2W/kH3o2+nf6k4RDhebGBuyD7Ve1Fp3ilHBrrn3VatWqfz58yuXy6UKFSqkWrVqpZKSktTcuXPFnoBly5ZVp06dMrzfSoFQKaUaNmzoj6tUqZIaNWqUWr58uRo1apSqVKmSv61Ro0a5dq7IGgVCWEaBEE4RagmWYE8BvuB+QcS1X9Jeude6xbEKvSrYfCZABHG7re81yD6DAP5yY/sbxbV4TuocQ8ymw5ssrRYAADos37s85KTqu+Pf1Z0iHG7hjoUh+9APM3/QnSIcbvT60SH70O9zf9edIhyu/8r+IftQj2U9dKcYFeyce58yZYq69tpr/Z8X+CpbtqzasmWL6XutFggzMjLUp59+GvQzXC6XqlWrlsrIyMils4QVFAhhGQVCOEWoJVjKditr+p43R78p4v6Y94eh0PjYgMdsPhMgQni91ouDFAgBXOaW2FvEtXj6lumGmD8P/mm43rOBPQCnMPsRw+Wvz6d+rjtFONzq/atD9qGm85vqThEOF785PmQf6rCkg+4U4XBZFZnda9kOxA52z73v2LFDfffdd6ps2bKqQIECqnDhwqpy5cqqbdu26uzZs0HfZ7VAeElcXJyqXr26Kl68uMqXL58qXry4ql69uoqPj8/Bs8HfRYEQllEghFPEbY4LetPyYN8HTd/z4cQPRdyPM39UHZZ0EMeeG/qczWcCRAir+wy6/tprkOVEAfzl9s63i2vx5E2TDTEr960UMXmb5dWQKQCY23dqX8hJ1QazGuhOEQ6Xeiw1ZB/qlNRJd4pwuMU7F4fsQ31W9NGdIhxu+pbpIfvQpI2TdKcYFZh7hw4UCGEZgxScYtHORUFvWp4Z8ozpe+pPq2/4JW/T+U3FsddHvW7zmQARwmqBMCYmcylSAPhLuW7lxLV43IZxhpjk3ckipkDLAhoyBQBzZy6cCTmp2nxBc90pwuEOnz0csg8NWDVAd4pwuLUH1obsQyP/HKk7RThcVkXmudvm6k4xKjD3Dh0oEMIyBik4xboD64LetLwx+g3T9zSY1UDEfTDhA8Ox9ye8b/OZAGHI680sCF7+8niMxUCPxxjHk4MAAtzb815xLR6xboQhJnBvpsJtCmvIFADM+Xw+dWXTK4N+P+mS3EV3inC4897zISfmx6wfoztFONz249tD9qG4zXG6U4TDhZpnczVxqRV7V+hOMSow9w4dKBDCMgYpOMXOEzuD3rR8POlj0/eYPS1o9lQhgBDcbut7DbLPIAAL7u9zv7gWD1kzxBCTsC1BxNzQ7gYNmQJAcDGtY4J+Pxm4aqDu9BAG8jXPF7QPzdgyQ3d6cLijaUdDFncW7lioO0U43I7jO0L2oZQjKbpTjArMvUMHCoSwjEEKTnH83PGgNy3fTP/G9D2B+w0+737esC/hDzN/sPlMgDDi9VovDlIgBGDRw/0eFtfifiv7GWJmbJkhYkp0LKEhUwAI7tbYW4N+PzFbOhkIVLRd0aB9KHFXou704HAX0y+GLO6s2b9Gd4pwuKyKzPtP79edYlRg7h06UCCEZQxScIr0jPSgNy2/zf3N9D29l/cWcY8NeEy9OfpNceyPeX/YeyJAOLG6z6Drr70GWU4UgAVVBlYR1+Key3oaYqZsmiJibut8m4ZMASC4u3vcHfT7yayts3SnhzBwR5c7gvah9QfX604PYeDqFlcH7UOpx1J1pweHy6rIfPbiWd0pRgXm3qEDBUJYxiAFJynUqpDpTUuHJR1M491r3SKuYq+K6gX3C+JYu8XtbD4LwKGs7jMYrDjodus+AwBh4ukhT4trceekzoaY8Z7xIqZst7IaMgWA4B7p/0jQSdWk3Um600MYqNirYtA+tPPETt3pIQzc0O6GoH3o8NnDutNDGMjfIr9p/7my6ZXK5/PpTi8qMPcOHSgQwjIGKThJiY4lTG9c+q7oaxo/ceNEEVe6S2n1+MDHxbEey3rYfBaAA2Vnn0GPx1hI5MlBANnw4rAXxbW4/ZL2hpiRf44UMff0uEdDpgAQ3PPu54NOzG84tEF3eggDgU/UX/46fu647vQQBkp3KR20D533ntedHsLAje1vNO0/hdsU1p1a1GDuHTpQIIRlDFJwkru632V64zJ6/WjT+FlbZ4m4mzrcpP7d+9/i2JA1Q2w+C8Bh2GcQgM1eHfGquBa3XNjSEDN0zVARU6l3JQ2ZAkBwgVsXXP7afXK37vQQBl4e/nLQPpSeka47PYSBSr0rmfaffM3z6U4NYaJM1zKmfahkp5K6U4sazL1DBwqEsIxBCk4SbBmfGVtmmMYn7koUcYVaFVJ3dr1THBu3YZzNZwE4DPsMArBZ4KR6k3lNDDH9V/YXMQ/1e0hDpgAQ3CeTPgla3Dl5/qTu9BAG/jfuf6b9p2DLgrpTQ5h4YtATpn2oaLuiulNDmLi/z/2mfYjVO+zD3Dt0oEAIyxik4CTBlvFJ3JVoGr/2wFoRd0WTK9RNHW6yVFwEoobVAiH7DALIITXH1RTX4l/m/GKI6bW8l4j5z4D/aMgUAIL7Zvo3QQuEGb4M3ekhDNSZUse0/9zU4SbdqSFMvDLiFdM+dEeXO3SnhjBRdVBV0z70aP9HdacWNZh7hw4UCGEZgxSc5O0xb5veuATb4yP1WKohNm+zvOLfi3YusvksAI28XuP+gR4P+wwCsNWHEz8U1+IGsxoYYrokdxExTw1+SkOmABDcrwm/mn43KdSqkO7UECZ+nPmjaR8q262s7tQQJoI9hVqxV0XdqSFMBC79f+n1vPt53alFDebeoQMFQljGIAUnqTW5lumNS7A9Pg6cPhD0V72XXqv3r7b5LABN3G7rew2yzyCAXBR4Pf9m+jeGmA5LOjBJAcDR2i1uZ/r9onjH4rpTQ5hoNr+ZaR+q3Ley7tQQJupOrWvah6oMrKI7NYSJd8e/a9qH3hrzlu7UogZz79CBAiEsY5CCk3w/43vTG5dT50+Zxp+5cCbLAuHmI5ttPgtAA6/XenGQAiGAXPb51M/Ftbj+tPqGmFYLW4mYV0a8oiFTAAiu9/Lept8vynUrpzs1hInOSZ1N+9DTQ57WnRrCRINZDUz70EvDX9KdGsJE4H35pdenkz7VnVrUYO4dOlAghGUMUnCSpvObGm5armhyRdA9PjJ8GVkWCPed2mfzWQAaWN1n0PXXXoMsJwogF30d/7W4FteeXNsQE3jNf33U6xoyBYDghq8bbvr94sG+D+pODWFiwKoBpn2o+sjqulNDmAj2FGrNcTV1p4Yw8dOsn0z7kNkKH8gdzL1DBwqEsIxBCk7SKamT4aYlpnVMyPcUbFkwZIHw5PmTNmUPaGS1QBgTk7kUKQDkoh9m/iCuxR9N/MgQ0zihsYh5Z+w79icKACFMTZlq+v3imSHP6E4NYWLshrGmfeiDCR/oTg1hIthTqHWm1NGdGsJE8wXNTfvQb3N/051a1GDuHTpQIIRlDFJwkoGrBhpuWkp2KhnyPcXaFwtZIEzPSLcpe8AmXm9mQfDyl8djLAZ6PMY4nhwEYINGcxqJa/G74981xAT+mvn9Ce9ryBQAgluwY4Hp94sao2roTg1hYubWmaZ96Iu4L3SnhjAR7CnUH2b+oDs1hIkuyV1M+1D7Je11pxY1mHuHDhQIYRmDFJxk3IZxhpuWe3veG/I9d3S5I2hx8OoWV9uUOWATt9v6XoPsMwhAk9/n/i6ux2+NecsQ892M79gHBYCjrdq3yvQ7xocTP9SdGsJE0u4k0z7UcHZD3akhTAR7CrXp/Ka6U0OYGLR6kGkf6r28t+7UogZz79CBAiEsY5CCk8xOnW24afnPgP+EfE+FXhWCFgiLtitqU+aADbxe68VBCoQANGqxoIW4HpvttfRF3Bcipu7UuhoyBYDgth7davod48u4L3WnhjCx/uB60z7UamEr3akhTAR7CjU2MVZ3aggTZj/EdzVxqRHrRuhOLWow9w4dKBDCMgYpOMnSPUsNNy3VhlUL+Z5H+z8atEBYqlMpexIH7GB1n0HXX3sNspwoAE3aLm6b5bW8zpQ6Iuar+K80ZAoAwR06c8j0O0ajOY10p4YwsevELtM+1H1pd92pIUwk7ko07UP9V/bXnRrCxKyts0z70LSUabpTixrMvUMHCoSwjEEKTrLp8CbDTUvNcTVDvue5oc8FLRDe0+MemzIHbGC1QBgTk7kUKQBo0impk7gePzv0WUPMx5M+FjHfz/heQ6YAENw57znT7xitF7XWnRrCxIlzJ0z70NA1Q3WnhjAR7CnUMevH6E4NYSJ5d7JpH1qwY4Hu1KIGc+/QgQIhLGOQgpPsO7XPcNNSZ0qdkO+pMapG0ALhQ/0esilzIId5vZkFwctfHo+xGOjxGON4chCAZt2XdhfX4ycGPWGIeW/8eyKG/ZgAOI3P51N5m+U1fMfosayH7tQQJtIz0k2/p07cOFF3aggTO0/sNO1D07dM150awsSGQxtM+9Dq/at1pxY1mHuHDhQIYRmDFJzk7MWzhpuWBrMahHzP+xPeD1ogfHrI0zZlDuQgt9v6XoPsMwjAgfqu6Cuux4/2f9QQ8/aYt0XMb3N/05ApAIRWpG0Rw3cM91pWaoB1BVsWNPShhG0JutNCmDh+7rjpXMeSXUt0p4YwsfvkbtM+lHosVXdqUYO5d+hAgRCWMUjBSXw+n8rTLI+4aWmxoEXI99SdWjdogfDVEa/alDmQQ7xe68VBCoQAHGrQ6kHievxAnwcMMYErADRf0FxDpgAQ2m2dbzN8x5i0cZLutBBGbu5ws6EPLd+7XHdaCBPBnkL98+CfulNDmAi21PGhM8wl2IW5d+hAgRCWMUjBaa5ve724aema3DVk/A8zfwhaIPzfuP/ZlDWQQ6zuM+j6a69BlhMF4EDD1w0X1+MKvSoYYl4a/pKIabOojYZMASC0Cr0qGL5jzN02V3daCCPlupUz9KGUIym600IYKdCygKEP7Ti+Q3daCBPBisznved1pxY1mHuHDhQIYRmDFJzm9s63i5uWIWuGhIz/fe7vQQuEtSfXtilrIIdYLRDGxGQuRQoADjRm/RhxPS7fvbwh5rmhz4mY2MRYDZkCQGiPD3zc8B1jxd4VutNCGKnct7KhD+07tU93WggjN3W4ydCHjqUd050WwkihVoVE/8nXPJ/ulKIKc+/QgQIhLGOQgtO8MuKVbH0Bb7e4XdAC4bfTv7Upa+Bv8nozi4KXXh6PsRjo8ciYQ4d4chCAo03aOElcj0t3KW2IqTqoqojptrSbhkwBILRqw6rx9Bf+kaeHPG3oQ2cunNGdFsJI2W5lDX3Im8H3QVgXuNRxkbZFdKcUVZh7hw4UCGEZgxScZsXeFerW2FuVq4lL1Z9WX/l8vpDxPZb1CFogbJzQ2Kasgb/B7ba23yD7DAIIM3Gb48T1+NbYWw0xjw14TMT0Xt5bQ6YAENo7Y98xfMfYf3q/7rQQRgL33L2y6ZVZfscFLvdAnwdEH8rfIr/ulBBmApc6vr3z7bpTiirMvUMHCoSwjEEKTpSekW55PfQha4YELRC2XtQ6lzMF/iav11pxkAIhgDA0a+sscT2+qcNNhpjAJdcGrhqoIVMACO2zKZ8ZvmOcvXhWd1oIIx9O/FD0n8JtCutOCWHmqcFPiT5UrH0x3SkhzDzY90HRhyr2qqg7pajC3Dt0oEAIyxikEO7GbRgXtEDYNbmr7vQAc9nZa5DlRAGEmfmmVwQtAAAgAElEQVTb54vr8fVtrzfEVOxVUcS417KvKgDn+X7G9zz9hX/ki7gvsnyqHgjltZGviT5UpmsZ3SkhzAQudfz4wMd1pxRVmHuHDhQIYRmDFMLdjC0zghYIeRoBjmWlQBgTk7kMKQCEmSW7lojr8TWtrjHE3NX9LhEzev1oDZkCQGhN5jXh6S/8I43mNBJ96J4e9+hOCWHm/Qnviz50f5/7daeEMBO41PFLw1/SnVJUYe4dOlAghGUMUgh3i3YuClogZLIRjuD1ZhYEL395PMaCoMcjY3hyEECYWr53ubge/6v5vwwxZbqWETETPBM0ZAoAocUmxoqxqmSnkrpTQphpvai16EOP9n9Ud0oIM/Wn1Rd96MnBT+pOCWEmcKnjmuNq6k4pqjD3Dh0oEMIyBimEu9X7VwctEMZtjtOdHqKd281egwCizpr9awxL8gUq1amUiJmWMk1DpgAQWv+V/Xn6C//ImPVjRB96f8L7ulNCmPl59s+iD7064lXdKSHMfDv9W9GH6k+rrzulqMLcO3SgQAjLGKQQ7jYf2Ry0QDh/+3zd6SGaeb3Wi4MUCAFEEM8hj+GanJ6RLmJu7nCzaJ+5daambAEguHUH1omx6tNJn+pOCWEm7WKa+s+A/yhXE5cq1r6YWrlvpe6UEGZGrBshxqHGCY11p4Qws2DHAtGHZqfO1p1SVGHuHTpQIIRlDFIId/tO7QtaIFy+d7nu9BDNrOwzeOkVE8OSogAixpajWwzX5HPecyKmaLuion3e9nl6kgWALLRb3E6V7FRSPTv0WbXrxC7d6SAMpWekq81HNquT50/qTgVhKO1imnpn7Dsqb7O8qsrAKmr/6f26U0IYmpM6R/08+2c1Y8sM3alEHebeoQMFQljGIIVwd/L8yaAFwo2HN+pOD9HC6j6DwYqDbrfuMwCAHLPzxE7DNfnU+VMi5trW14r2xTsXa8oWAAAAAHIHc+/QgQIhLGOQQrhLz0gPWiDkF76wRXb2GfR4jIVEnhwEEGHMnu4/cvaIiMnfIr9oX7aH+1AAAAAAkYW5d+hAgRCWMUghElzd4mrTAuGxtGO6U0OkY59BADA4cvaI4ZocuBzWVU2vEu2r96/WlC0AAAAA5A7m3qEDBUJYxiCFSBC4j9Gl14X0C7pTQ6Rjn0EAMDBb/nvniZ3+9gxfhqF9w6ENGjMGAAAAgJzH3Dt0oEAIyxikEAlKdSplmGjM2yyv7rQQDawWCNlnEEAUOec9Z7gubz261d9+3nve0L75yGaNGQMAAABAzmPuHTpQIIRlDFKIBPf0uMcw0Vi4TWHdaSHSeL3G/QM9HvYZBIAAZvsDew55/O2nL5w2tO84vkNjxgAAAACQ85h7hw4UCGEZgxQiwUP9HjJMNN4Se4vutBBJ3G7rew2yzyAAqCubXimuy2sPrPW3HU07arhu7z21V2O2AAAAAJDzmHuHDhQIYRmDFCLB00OeNkw0lutWTndaiBRer/XiIAVCAFBKKfWv5v8S1+Xle5f72w6cPmC4bh8+e1hjtgAAAACQ85h7hw4UCGEZgxQiwasjXjVMND7Q5wHdaSFSWN1n8NJegywnCgCqUKtC4rqcuCvR37brxC7DdfvEuRMaswUAAACAnMfcO3SgQAjLGKQQCf437n+GicYnBj2hOy1ECqsFwpiYzKVIAQDq+rbXi+vy/O3z/W2px1IN1+2zF89qzBYAAAAAch5z79CBAiEsY5BCJKg9ubZhovGl4S/pTgvhyOvNLAhe/vJ4jMVAj8cYx5ODAOBXrH0xcV2enTrb37bx8EbDddubwRgKAAAAILIw9w4dKBDCMgYpRIJvp39rmGh8e8zbutNCuHG7re81yD6DABDSrbG3iuty3OY4f9u6A+sM122fz6cxWwAAAADIecy9QwcKhLCMQQqRoHFCY8NE4yeTPtGdFsKJ12u9OEiBEACydEeXO8R1edLGSf62lftWirZ8zfNpzBQAAAAAcgdz79CBAiEsY5BCJGi9qLWhQPhl3Je600I4sbrP4KW9BllOFABCKt+9vLguj1k/xt+WtDtJtBVsWVBjpgAAAACQO5h7hw4UCGEZgxQiQdfkroYCYcPZDXWnhXBitUAYE5O5FCkAIKT7et4nrsvD1w33ty3csVC0XdfmOo2ZAgAAAEDuYO4dOlAghGUMUogEA1cNNBQImy9orjstOJXXm1kQvPzl8RiLgR6PMY4nBwHAkgf6PCCuy4NXD/a3zUmdI9pubH+jxkwBAAAAIHcw9w4dKBDCMgYpRILR60cbCoSdkjrpTgtO5HZb32uQfQYB4G97pP8j4rrcd0Vff9v0LdNF2y2xt2jMFAAAAAByB3Pv0IECISxjkEIkiNscZygQXj4RCSilMp/+s1ocpEAIAP/IE4OeENflHst6+Nsmb5os2m7vfLvGTAEAAAAgdzD3Dh0oEMIyBilEggU7FhgKhCPWjdCdFpzG6j6Dl/YaZDlRAPjbnhnyTNAn+8dtGCfaynUrpzFTAAAAAMgdzL1DBwqEsIxBCpFgxd4VhgLh5E2TdacFp7FaIIyJyVyKFADwt1UbVk1cl9stbudvG7FuhGi7t+e9GjMFAAAAgNzB3Dt0oEAIyxikEAk2Hd5kKBAmbEvQnRZ08nozC4KXvzweYzHQ4zHG8eQgAPxjr418TVyXWyxo4W8bsmaIaLu/z/0aMwUAAACA3MHcO3SgQAjLGKQQCXaf3G0oECbvTtadFnRxu63vNcg+gwCQK94a85a4Lv8x7w9/W7+V/UTbw/0e1pcoAAAAAOQS5t6hAwVCWMYghUhw/NxxQ4Fw/cH1utOCDl6v9eIgBUIAyDX/G/c/cV1uNKeRv63nsp6ircrAKhozBQAAAIDcwdw7dKBACMsYpBAJ0jPSVZG2RfwTjXmb5VXHzx3XnRZ0sLrP4KW9BllOFAByxYcTPxRFwB9n/uhv65zUWbQ9PeRpjZkCAAAAQO5g7h06UCCEZQxSiBTdl3ZXVzW9SrmauNSvCb/qTgd2sLrPYLDioNut+wwAIGLVnlxbFAG/jv/a39Z+SXvR9uKwFzVmCgAAAAC5g7l36ECBEJYxSCGS7D21V+08sVN3GrBDdvYZ9HiMhUSeHASAXFVvWj1RBKw3rZ6/reXClqLt1RGvaswUAAAAAHIHc+/QgQIhLGOQAhB22GcQABzvm+nfiCJgrcm1/G1N5jURbW+MfkNjpgAAAACQO5h7hw4UCGEZgxSAsMM+gwDgeD/O/FEUAT+c+KG/rXFCY9FWc1xNjZkCAAAAQO5g7h06UCCEZQxSAMKO1QIh+wwCgDa/zPklaBGwwawGou2DCR9ozBQAAAAAcgdz79CBAiEsY5AC4Gher3H/QI+HfQYBwOH+mPeHKAK+OfpNf9u3078NuvwoAAAAAEQK5t6hAwVCWMYgBcCx3G7rew2yzyAAOErLhS1FEfDVEa/62+pPqy/aPp/6ucZMAQAAACB3MPcOHSgQwjIGKQCO5PVaLw5SIAQAx2m3uJ0oAr447EV/22dTPhNtX8d/rTFTAAAAAMgdzL1DBwqEsIxBCoAjWd1n8NJegywnCgCO0jmpsygCPjPkGX/bRxM/Em0/zPxBY6YAAAAAkDuYe4cOFAhhGYMUAEeyWiCMiclcihQA4Cg9lvUQRcAqA6v4294d/65oazSnkcZMAQAAACB3MPcOHSgQwjIGKQDaeb2ZBcHLXx6PsRjo8RjjeHIQAByp38p+ogj4SP9H/G1vjXlLtP0+93eNmQIAAABA7mDuHTpQIIRlDFIAtHK7re81yD6DABA2Bq8eLIqA9/e5399WfWR10dZiQQuNmQIAAABA7mDuHTpQIIRlDFIAtPF6rRcHKRACQFgZsW6EKALe1/M+f1u1YdVEW9vFbTVmCgAAAAC5g7l36ECBEJYxSAHQxuo+g5f2GmQ5UQAIG2M3jBVFwHLdyvnbnh36rGjrlNRJY6YAAAAAkDuYe4cOFAhhGYMUAG2sFghjYjKXIgUAhI1JGyeJIuAdXe7wtz0x6AnR1n1pd42ZAgAAAEDuYO4dOlAghGUMUgBs4/VmFgUvvTweYzHQ45Exhw7x5CAAhKH4zfGiCHhL7C3+tkf7Pyra+q7oqzFTAAAAAMgdzL1DBwqEsIxBCoAt3G5r+w2yzyAARITZqbNFEbBY+2L+tgf6PCDaBq0epC9RAAAAAMglzL1DBwqEsIxBCkCu83qtFQcpEAJAxFiwY4EoAl7X5jp/W4VeFUTbsLXDNGYKAAAAALmDuXfoQIEQljFIAch12dlrkOVEASAiJO5KFEXAQq0K+dvu6n6XaBuzfozGTAEAAAAgdzD3Dh0oEMIyBikAuc5KgTAmJnMZUgBARFixd4UoAuZrns/fVrpLadE2ceNEjZkCAAAAQO5g7h06UCCEZQxSAHKU15tZELz85fEYC4Iej4zhyUEAiChrD6wVRcArmlyhfD6fUkqpkp1Kira4zXGaswUAAACAnMfcO3SgQAjLGKQA5Bi3m70GAQBKKaU2Ht4oioCuJi7lzcj8MchNHW4Sx2dtnaU5WwAAAADIecy9QwcKhLCMQQpAjvB6rRcHKRACQMTbenSroUCYdjFNKaVUkbZFxPH52+drzhYAAAAAch5z79CBAiEsY5ACkCOs7DN4+X6DLCkKABFt14ldhgLhiXMnlFJKXdPqGnF8ya4lmrMFAAAAgJzH3Dt0oEAIyxikAOQIqwXCmJjMpUgBABFt/+n9hgLh4bOHlVJKXd3ianF8+d7lmrMFAAAAgJzH3Dt0oEAIyxikAGSb15tZELz85fEYi4EejzGOJwcBICocTTtqKBDuO7VPKaXUlU2vFMfX7F+jOVsAAAAAyHnMvUMHCoSwjEEKQLa43db3GmSfQQCIWqfOnzIUCHcc36HSM9INxz2HPLrTBQAAAIAcx9w7dKBACMsYpABY5vVaLw5SIASAqHbee95QCNxydIs65z1nehwAAAAAIg1z79CBAiEsY5ACYJnVfQYv7TXIcqIAELUyfBmGQuCGQxtMnyzceWKn7nQBAAAAIMcx9w4dKBDCMgYpAKas7jMYrDjodus+AwCAZmZ7DR45eyTo3oQAAAAAEEmYe4cOFAhhGYMUAIPs7DPo8RgLiTw5CABQSl3d4mpRCFy2Z5naf3q/oUB45OwR3akCAAAAQI5j7h06UCCEZQxSAAT2GQQA5JBrWl0jCoFLdi1R/8fenYfJVZZ5Az4h+0I6EEIIS5AAAaIsg8HAIMRRQAYcdETgE0ThG0kE9UJQcRgHIwiEBBRhRETka6GVRUGWRjRiWAKkWUIiBJolSKIBgbAEQyIJTfJ8f2S66Ep1dU5XV/Xp6rrv63r/oOrUOW81ed46/fy6zvnLm38pCAj/vvrvWU8VAACg7PTeyYKAkNQsUkAe9xkEoExGzhiZFwTevfjueO715woCwrdb3s56qgAAAGWn904WBISkZpEC8qQNCN1nEICN2OqirfKCwD8894d46tWnCgLCd9e+m/VUAQAAyk7vnSwICEnNIgU1rKWl8P6Bzc3uMwhAWYy9eGxeEHj7M7fHYy8/lvdYn+/2yXqaAAAAFaH3ThYEhKRmkYIa1dCQ/l6D7jMIQAl2vGTHvDDw5qdujnkvzst7bOD3BmY9TQAAgIrQeycLAkJSs0hBDWppSR8OCggBKNFuP9otLwy84YkbYu5f5+Y9Nuz8YVlPEwAAoCL03smCgLCbPPLII3H22WfHwQcfHNtss00MGDAghg4dGjvvvHOccMIJcd999210H/X19blFYmOjvr6+7O/BIgU1KO19BlvvNehyogCUYI/L98gLA3/x2C/i3iX35j22+YzNs54mAABARei9kwUBYTc44IADUoV6n//852PNmjVF9yMgBLpd2oCwrm79pUgBoAQTfzoxLwz8f/P/X9z55zvzHht94eispwkAAFAReu9kQUDYDXbcccdIkiS23nrrOPXUU+PGG2+Mhx9+OJqamuIHP/hBbLPNNrni/+xnP1t0P20DwlmzZsXChQuLjuXLl5f9fVikoJdraVkfCLYdzc2FYWBzc+F2vjkIQBfs97P98sLAK+ZdEXc8e0feY9v9YLuspwkAAFAReu9kQUDYDQ4//PC44YYb4t133233+VdffTXGjx+fWwDuvffedrdrGxAuXry4gjNun0UKerGGhvT3GnSfQQDKbHL95Lww8H8e+p+45alb8h4bd8m4rKcJAABQEXrvZEFA2EM0NjbmFoCvfvWr7W4jIAQqoqUlfTgoIASgAg665qC8MPAHc38Qv37y13mP7fqjXbOeJgAAQEXovZMFAWEPsXLlytwCcNhhh7W7jYAQqIi09xlsvdegy4kCUGaH/fKwvDBwxv0z4peP/zLvsd1/vHvW0wQAAKgIvXeyICDsIV5//fXcAvBv//Zv7W4jIAQqIm1AWFe3/lKkAFBmn7zuk3lh4Pfu/V78fMHP8x774BUfzHqaAAAAFaH3ThYEhD3Eb37zm9wCcMYZZ7S7TduA8CMf+UiMGTMm+vfvHyNHjoxJkybFt7/97XjhhRcqNkeLFPQCLS3rA8G2o7m5MAxsbi7czjcHAaiQz/zqM3lh4Hfu+k78dN5P8x7b92f7Zj1NAACAitB7JwsCwh5g7dq18aEPfSi3AMybN6/d7doGhMXGoEGD4ic/+UlJ81i6dGmHo+19Ei1SUIUaGtLfa9B9BgHoRsfedGxeGPifd/5nXPbwZXmPHVh/YNbTBAAAqAgBIVkQEPYAF110Ua74P/3pTxfdrr6+PsaNGxff+MY34qabboqHH344Hn744bj++uvjqKOOij59+uT2c8UVV3R6HhsLH9sOixRUmZaW9OGggBCAbvaFm7+QFwZ+fdbX4+Kmi/Me+9jVH8t6mgAAABUhICQLAsKM3XPPPdGvX79IkiS23HLLeOWVV4pu++abb8a6deuKPt/Y2Bj9+/ePJEliyJAh8dJLL3VqLgJC6MXS3mew9V6DLicKQDc66baT8sLAr97x1Zh5/8y8x/71F/+a9TQBAAAqQkBIFgSEGXriiSdis802y10a9N577+3yPr/3ve/lFpJzzz23U691iVHoxdIGhHV16y9FCgDd6JTbT8kLA7/U+KU4b855eY8dcd0RWU8TAACgIgSEZEFAmJHnn38+tt5660iSJPr27Ru33HJLWfb7yiuv5C41evDBB5dln60sUlAlWlrWB4JtR3NzYRjY3Fy4nW8OApCBr/3ua3lh4P+95f/GtLun5T32mV99JutpAgAAVITeO1kQEGbgxRdfjHHjxkWSJNGnT5+4+uqry7r/LbbYIpIkiQkTJpR1vxYpqAINDenvNeg+gwD0EN/8wzfzwsDjf3N8/Ncf/yvvsc/e+NmspwkAAFAReu9kQUDYzV599dWYMGFCrth/9KMflf0Yo0aNEhBCLWppSR8OCggB6EG+PfvbeWHgMb8+Jr4x6xt5j33+5s9nPU0AAICK0HsnCwLCbvTmm2/G3nvvnSv0Cy64oOzHWLZsWe4SowcddFBZ922Rgh4u7X0GW+816HKiAPQQ3737u3lh4Kdv+HSc+rtT8x774q1fzHqaAAAAFaH3ThYEhN1k1apVsf/+++eK/Nvf/nZFjnPuuefmjvG9732vrPu2SEEPlzYgrKtbfylSAOghzp9zfl4Y+IlrPxEn335y3mMn335y1tMEAACoCL13siAg7AZr1qyJQw45JFfgp556aqf3sXjx4pg/f36H2zQ2NsaAAQMiSZIYPHhwvPDCC6VOuV0WKehBWlrWB4JtR3NzYRjY3Fy4nW8OAtDDXPjAhXlh4McbPh5fvPWLeY+d+rvOn0MDAABUA713siAg7Aaf/vSnc8X90Y9+NB5//PFYuHBh0fHMM88U7OPuu++OJEliv/32i/PPPz9++9vfxiOPPBKPPPJI3HDDDXHUUUflLi2aJElcdtllZX8fFinoIRoa0t9r0H0GAagClzx4SV4Y+C8//5f4/M2fz3vsG7O+kfU0AQAAKkLvnSwICLtBa2GnHdtvv33BPloDwo2NIUOGxBVXXFGR92GRgh6gpSV9OCggBKBK/PjhH+eFgR/+fx+Oz9742bzH/uuP/5X1NAEAACpC750sCAi7QTkCwhUrVsQvfvGL+PKXvxyTJk2KsWPHxpAhQ2LAgAExevTo+OhHPxrnnXdevPLKKxV7HxYp6AHS3mew9V6DLicKQBX42aM/ywsDP3Tlh+LIG47Me2za3dOyniYAAEBF6L2TBQEhqVmkoJulvc9gsXCwoSHrdwAAqVz9p6vzwsB/+sk/xRHXHZH32Hlzzst6mgAAABWh904WBISkZpGCbtSZ+ww2NxcGib45CEAVufbxa/PCwPdf9v449BeH5j028/6ZWU8TAACgIvTeyYKAkNQsUtBN3GcQgBpz45M35oWB4/9nfHzs6o/lPfbDph9mPU0AAICK0HsnCwJCUrNIQTdxn0EAasytT9+aFwbu8MMd4sD6A/Meu+zhy7KeJgAAQEXovZMFASGpWaSgm6QNCN1nEIBe4neLfpcXBm7z/W1i35/tm/fYlY9emfU0AQAAKkLvnSwICEnNIgUV0tKSf//A5mb3GQSgpvzxz3/MCwO3vHDL+OAVH8x77OcLfp71NAEAACpC750sCAhJzSIFFdDQkO5+g+4zCEAvNmfJnLwwcMQFI2L3H++e99i1j1+b9TQBAAAqQu+dLAgISc0iBWXW0pIuHBQQAtDLNS1tygsDh543NHb90a55j/36yV9nPU0AAICK0HsnCwJCUrNIQZl15l6DLicKQC/26N8ezQsD+5/TP8ZdMi7vsVueuiXraQIAAFSE3jtZEBCSmkUKyixNQFhXt/4ypADQiz3+8uN5YWDy3SS2/cG2ef99x7N3ZD1NAACAitB7JwsCQlKzSEEXtLSsDwTbjubmwkCwuTl/G98cBKAGPP3q0wUB4cgZI/P++84/35n1NAEAACpC750sCAhJzSIFJWpocK9BAOjAn9/4c0FAOOjcQXn/fe+Se7OeJgAAQEXovZMFASGpWaSgBC0t6cNBASEANWrp35cWBIQbjrl/nZv1NAEAACpC750sCAhJzSIFJUhzn8G29xt0SVEAatDLb7280YBw3ovzsp4mAABARei9kwUBIalZpKAEaQPCurr1lyIFgBr0xj/e2GhA+NjLj2U9TQAAgIrQeycLAkJSs0jBRrS0rA8E247m5sIwsLm5cDvfHASghr215q2NBoRPvfpU1tMEAACoCL13siAgJDWLFHSgoSH9vQbdZxAA8qxuWb3RgPC515/LepoAAAAVofdOFgSEpGaRgiJaWtKHgwJCACiwdt3ajQaEf33zr1lPEwAAoCL03smCgJDULFJQRNr7DLbea9DlRAGgQN+z+3YYEL701ktZTxEAAKAi9N7JgoCQ1CxSUETagLCubv2lSAGAAoPPHdxhQPj6P17PeooAAAAVofdOFgSEpGaRglj/7b9ly/JHc3NhGNjcXLidbw4CQFHDpw/vMCBcsXpF1lMEAACoCL13siAgJDWLFDWvoSH9vQbdZxAAOmWLmVt0GBCublmd9RQBAAAqQu+dLAgISc0iRU1raUkfDgoIAaDTxlw0psOAcO26tVlPEQAAoCL03smCgJDULFLUtLT3GWy916DLiQJAp2x/8fZFw8G+Z/fNenoAAAAVo/dOFgSEpGaRoqalDQjr6tZfihQA6JSdLt2paEA46NxBWU8PAACgYvTeyYKAkNQsUtSMlpb1gWDb0dxcGAY2Nxdu55uDAFCSCZdNKBoQbnr+pllPDwAAoGL03smCgJDULFLUhIaG9PcadJ9BACibPS/fs2hAOHLGyKynBwAAUDF672RBQEhqFil6vZaW9OGggBAAymqfn+5TNCDc6qKtsp4eAABAxei9kwUBIalZpOj10t5nsPVegy4nCgBl889X/XPRgHDsxWOznh4AAEDF6L2TBQEhqVmk6FXS3mewWDjY0JD1OwCAXuUjP/9I0YBwx0t2zHp6AAAAFaP3ThYEhKRmkaLX6Mx9BpubC4NE3xwEgLI7+JqDiwaEu/1ot6ynBwAAUDF672RBQEhqFil6BfcZBIAe6bBfHlY0INzj8j2ynh4AAEDF6L2TBQEhqVmkqDpduYyo+wwCQLf61PWfKhoQTvzpxKynBwAAUDF672RBQEhqFimqSmcuI+o+gwCQuaN+dVTRgHC/n+2X9fQAAAAqRu+dLAgISc0iRdXo7GVE3WcQADJ33E3HFQ0IJ9dPznp6AAAAFaP3ThYEhKRmkaJqLFvmMqIAUGVOuOWEogHhQdcclPX0AAAAKkbvnSwICEnNIkXVSBsQuowoAPQYU26bUjQgPOyXh2U9PQAAgIrReycLAkJSs0hRNdoLCF1GFAB6tC//9stFA8JPXvfJrKcHAABQMXrvZEFASGoWKapGewHhsmVZzwoA6MBpvz+taEB41K+Oynp6AAAAFaP3ThYEhKRmkaJHamkp/GZgc7OAEACqzBl/OKNoQHjsTcdmPT0AAICK0XsnCwJCUrNI0eM0NKy/j2Ca+w0KCAGgR/vv2f9dNCA84ZYTsp4eAABAxei9kwUBIalZpOhRWlrSh4MCQgDo8c6+5+yiAeFJt52U9fQAAAAqRu+dLAgISc0iRWbSXka02KirW78PAKDHmn7f9KIB4Sm3n5L19AAAACpG750sCAhJzSJFJjpzGdFi4WBDQ9bvAgDYiIseuKhoQPi1330t6+kBAABUjN47WRAQkppFim7X2cuINjcXftPQNwcBoCpc+uClRQPCb/7hm1lPDwAAoGL03smCgJDULFJ0u2XLXEYUAGrE5Y9cXjQg/Pbsb2c9PQAAgIrReycLAkJSs0jR7dIGhC4jCgBV76r5VxUNCL9793eznh4AAEDF6L2TBQEhqVmk6HbtBYQuIwoAvdI1f7qmaEB4/pzzs54eAABAxei9kwUBIalZpOh27e/c1x0AACAASURBVAWEy5ZlPSsAoAKuW3hd0YDwwgcuzHp6AAAAFaP3ThYEhKRmkaKiWloKvxnY3CwgBIAacVPzTUUDwksevCTr6QEAAFSM3jtZEBCSmkWKimloWH8fwTT3GxQQAkCvdNvTtxUNCH/88I+znh4AAEDF6L2TBQEhqVmkqIiWlvThoIAQAHqt3y/6fdGA8GeP/izr6QEAAFSM3jtZEBCSmkWKimjvPoPFRl3d+kARAOh1Zj8/u2hAePWfrs56egAAABWj904WBISkZpGiLDa812B79xksFg42NGQ9ewCgQu77y31FA8LrFl6X9fQAAAAqRu+dLAgISc0iRZelvddgc3N+iLhsmW8OAkAv9+DSB4sGhDc+eWPW0wMAAKgYvXeyICAkNYsUXdKZew26zyAA1Jz5f5tfNCC87enbsp4eAABAxei9kwUBIalZpOiStPcadJ9BAKhJC19ZWDQg/N2i32U9PQAAgIrReycLAkJSs0jRJWkCQvcZBICa9cxrzxQNCGc/Pzvr6QEAAFRMb+m9r1q1KmbMmBETJ06MzTbbLIYMGRK77LJLnH766bFkyZIu73/x4sW5n9PGxhe+8IWuv6FeTkBIar1lkaIbtLQU3kOwuXnj9xr0zUEAqFnPv/F80YBwzpI5WU8PAACgYnpD733RokWx8847Fw3shg8fHo2NjV06hoCwvASEpNYbFim6QUODew0CAJ32wt9fKBoQNi1tynp6AAAAFVPtvfcVK1bE+PHjc+/hpJNOitmzZ8fcuXPjvPPOi2HDhkWSJDFkyJBYsGBBycdpGxCee+65sXDhwqLjhRdeKOM77J0EhKRW7YsU3aClJX04KCAEANp4ZeUrRQPCR//2aNbTAwAAqJhq772fddZZufnPnDmz4PkHHngg+vXrF0mSxOTJk0s+TtuAsL6+vvQJExECQjqh2hcpukGa+wy2vd+gS4oCAP9r+dvLiwaEj7/8eNbTAwAAqJhq7r2/8847UVdXF0mSxG677RZr165td7upU6d2+T0KCMtLQEhq1bxI0U3SBoR1desvRQoA8L9WrllZNCB8+tWns54eAABAxVRz733WrFm5uV9wwQVFt2tqasptd+aZZ5Z0LAFheQkISa2aFykqoKVlfSDYdjQ3F4aBzc2F2/nmIACwgTXvrikaEP75jT9nPT0AAICKqebee9vLizY1Fb9/fEtLSwwZMiSSJIkDDzywpGMJCMtLQEhq1bxIUWYNDenvNeg+gwBACuvWrSsaEC79+9KspwcAAFAx1dx7P/LII3NzX758eYfb7rHHHpEkSYwaNaqkY7UNCPfee+/YcccdY+DAgTF8+PCYMGFCTJ06NR591D3s0xIQklo1L1KUUUtL+nBQQAgAdEK/c/q1GxC+/NbLWU8NAACgYtr23hsbG2Pp0qUdjp5k0qRJkSRJDB06dKPbHn744bn3uXr16k4fq21A2NGYOnVqSfuvNQJCUhMQEhHp7zPYeq9BlxMFAFIact6QdgPCN/7xRtZTAwAAqJi2vfc0oyeZMGFCJEkSo0eP3ui2Rx99dO49vPbaa50+1uLFi2PEiBFx4oknxtVXXx1z586N+fPnx29/+9s49dRTY9iwYbn9H3vssaW8nZrSs/4l0aMJCImI9AFhXd36S5ECAKRUN72u3YDwrTVvZT01AACAiqnmgHDcuHGRJElst912G932+OOPz72HUr4JuWbNmli1alXR55999tkYO3Zs7hi33nprp49RS3rWvyR6NAFhDWppWR8Ith3NzYVhYHNz4Xa+OQgAdNKomaPaDQjXvLsm66kBAABUTHdcYrQzAWSxUV9fX7Df7vwGYRpz5szJHeOggw6qyDF6CwEhqQkIa0xDQ/p7DbrPIABQBlt/f+t2A8J169ZlPTUAAICK6Y7ee6UCwu68B2FaraHloEGDYu3atRU7TrUTEJKagLCGtLSkDwcFhABAmbzvh+8rCAf7ndMv62kBAABUVHf03p966qkujzfffLNgv0ceeWRu7suXL+9wDnvssUckSRKjRo2qyHts9ZnPfCY3p2V610UJCElNQFhD0t5nMPnfew26nCgAUAY7X7pzQUA4+NzBWU8LAACgoqq5937WWWfl5t7U1FR0u5aWlhg6dGgkSRIHHnhgRed01FFHCQhTEBCSWjUvUnRS2oCwrm79pUgBAMrg/Ze9vyAgrJtel/W0AAAAKqqae++zZs3Kzf2CCy4oul1TU1NuuzPPPLOic3r/+98fSZLEwIEDXWK0AwJCUqvmRYoOtLSsDwTbjubmwjCwublwO98cBADKaK+f7FUQEG4xc4uspwUAAFBR1dx7X7NmTdTV1UWSJLHbbrsVvYf81KlTu+U93n///bnjfOxjH6vYcXoDASGpVfMiRRENDenvNeir2ABAhX3oyg8VBIRjLhqT9bQAAAAqqtp7720vMzpz5syC5+fOnRv9+vWLJEli8uTJRffTuo/tt9++3edvvvnmogFkRMSiRYti7Nixuf3cdNNNnX0rNUVASGrVvkixgZaW9OGggBAA6Ab7X7V/QUC4/cXbZz0tAACAiqr23vuKFSti/PjxufcwZcqUuOuuu6KpqSnOP//8GDZsWCRJEoMHD44FCxYU3c/GAsIkSWKnnXaKM844I2688cZ48MEHY8GCBXHHHXfEqaeemjtOkiRx9NFHV+jd9h4CQlKr9kWKDaS9z2DrvQZdThQAqLB/+fm/FASEO126U9bTAgAAqKje0HtftGhR7Lzzzrn3seEYPnx4NDY2driPNAFhmnHyySfH6tWrK/AuexcBIan1hkWKNtIGhHV16y9FCgBQYYc0HFIQEE64bELW0wIAAKio3tJ7X7lyZcyYMSMmTpwYI0aMiCFDhsQuu+wSp512WixZsmSjr99YQHjbbbfFmWeeGR/96Edjxx13jLq6uujXr19svvnmMXHixDjttNNi4cKFZX5XvZeAkNR6yyJVk1pa1geCbUdzc2EY2NxcuJ1vDgIA3eTwXx5eEBDuefmeWU8LAACgovTeyYKAkNQsUlWqoSH9vQbdZxAAyNC/X//vBQHhPj/dJ+tpAQAAVJTeO1kQEJKaRaoKtbSkDwcFhABAxo7+9dEFAeE/X/XPWU8LAACgovTeyYKAkNQsUlUo7X0GW+816HKiAECGPvebzxUEhB/5+UeynhYAAEBF6b2TBQEhqVmkeri09xksFg42NGT9DgCAGnfiLScWBIQHX3Nw1tMCAACoKL13siAgJDWLVA/WmfsMNjcXBom+OQgA9ABTG6cWBISH//LwrKcFAABQUXrvZEFASGoWqR7KfQYBgF7iK7/9SkFA+KnrP5X1tAAAACpK750sCAhJzSLVQ7nPIADQS5z++9MLAsKjf3101tMCAACoKL13siAgJDWLVA+VNiB0n0EAoIf71p3fKggIj7vpuKynBQAAUFF672RBQEhqFqkeoKWl8P6Bzc3uMwgA9Apn3XVWQUB44i0nZj0tAACAitJ7JwsCQlKzSGWsoSH9vQbdZxAAqELn3HNOQUA45bYpWU8LAACgovTeyYKAkNQsUhlqaUkfDgoIAYAqdcF9FxQEhF/57VeynhYAAEBF6b2TBQEhqVmkMpT2PoOt9xp0OVEAoAp9f+73CwLC035/WtbTAgAAqCi9d7IgICQ1i1SG0gaEdXXrL0UKAFCF/ueh/ykICM/4wxlZTwsAAKCi9N7JgoCQ1CxS3aSlZX0g2HY0NxeGgc3Nhdv55iAAUMV+8shPCgLC/57931lPCwAAoKL03smCgJDULFLdoKEh/b0G3WcQAOhlrpp/VUFAePY9Z2c9LQAAgIrSeycLAkJSs0hVWEtL+nBQQAgA9EINjzUUBITT75ue9bQAAAAqSu+dLAgISc0iVWFp7zPYeq9BlxMFAHqZ6xdeXxAQXvTARVlPCwAAoKL03smCgJDULFIVljYgrKtbfylSAIBe5jfNvykICC998NKspwUAAFBReu9kQUBIahapMmppWR8Ith3NzYVhYHNz4Xa+OQgA9FKNzzQWBISXP3J51tMCAACoKL13siAgJDWLVJk0NKS/16D7DAIANWTWc7MKAsKr5l+V9bQAAAAqSu+dLAgISc0iVQYtLenDQQEhAFBj7nr+roKA8Jo/XZP1tAAAACpK750sCAir1JIlS+L000+PXXbZJYYMGRKbbbZZTJw4MWbOnBmrVq2qyDEtUmWQ9j6DrfcadDlRAKCG3P+X+wsCwusXXp/1tAAAACpK750sCAir0G233RbDhw/PLRgbjvHjx8eiRYvKflyLVBmkDQjr6tZfihQAoIY89MJDBQHhTc03ZT0tAACAitJ7JwsCwiozf/78GDx4cCRJEsOGDYvzzjsv5s6dG7Nnz46TTjopLyRcsWJFWY9tkSpBS8v6ULB1NDcXhoHNzfnbLFvmm4MAQE1a8NKCgoCw8ZnGrKcFAABQUXrvZEFAWGUOOOCASJIk+vXrF3Pnzi14fubMmbmFZNq0aWU9tkWqkxoa0t1v0H0GAQAiIuKJV54oCAh/v+j3WU8LAACgovTeyYKAsIo89NBDuUVi6tSp7W6zdu3a2G233SJJkhgxYkS88847ZTu+RaoTWlrShYMCQgCAnGdfe7YgILzr+buynhYAAEBF6b2TBQFhFTnzzDNzi8SDDz5YdLvp06fntps1a1bZjm+R6oTO3GvQ5UQBACIiYvHyxQUB4X1/uS/raQEAAFSU3jtZEBBWkdbLiw4dOjRaOgiV5s6dm1tMvvOd75Tt+BapTkgTENbVrb8MKQAAERHx4ooXCwLCh154KOtpAQAAVJTeO1kQEFaRLbbYIpIkiT333LPD7d54443cYnLUUUeV7fgWqQ2sXbs+CGxvNDcXBoLNzfnb+OYgAECeZSuXFQSE8/82P+tpAQAAVJTeO1kQEFaJt99+O7dAHH744RvdfujQoZEkSey7776pj7F06dIOR2Njo0WqrbSXEXWvQQCAVJa/vbwgIFz4ysKspwUAAFBRAkKyICCsEsuWLcstEMccc8xGt99yyy0jSZL4wAc+kPoYrftPMyxSISAEACizVe+sKggIn3716aynBQAAUFECQrIgIKwSf/3rX3MLxPHHH7/R7bfbbrtIkiR23HHH1McQEHZSZwLCujqXFAUA2Ih169bFhMsm5MLBzWdsHu+8+07W0wIAAKgoASFZEBBWie74BqFLjHZS2oCwri6ioSHr2QIAVIUHlz4Ye1+xd0y4bEL8btHvsp4OAABAxQkIyYKAsEp0xz0IN8YitYG1a9eHhBsbvjkIAAAAAEAReu9kQUBYRUaOHBlJksSee+7Z4XZvvPFGbjE56qijynZ8ixQAAAAAAJSX3jtZEBBWkQMOOCCSJImhQ4dGSwffSps7d25uMfnOd75TtuNbpAAAAAAAoLz03smCgLCKnHnmmblF4sEHHyy63fTp03PbzZo1q2zHt0gBAAAAAEB56b2TBQFhFXnooYdyi8TUqVPb3Wbt2rWx2267RZIkMWLEiHjnnXfKdnyLFAAAAAAAlJfeO1kQEFaZ1suM9uvXL+bOnVvw/MyZM3MLybRp08p6bIsUAAAAAACUl947WRAQVpn58+fH4MGDI0mSGDZsWJx//vnR1NQUd911V0yZMiW3iIwfPz5WrFhR1mNbpAAAAAAAoLz03smCgLAK3XbbbTF8+PDcgrHhGD9+fCxatKjsx7VIAQAAAABAeem9kwUBYZVasmRJnHbaaTF+/PgYMmRIjBgxIiZOnBgzZsyIVatWVeSYFikAAAAAACgvvXeyICAkNYsUAAAAAACUl947WRAQkppFCgAAAAAAykvvnSwICEnNIgUAAAAAAOWl904WBISkZpECAAAAAIDy0nsnCwJCUrNIAQAAAABAeem9kwUBIalZpAAAAAAAoLz03smCgJDULFIAAAAAAFBeeu9kQUBIahYpAAAAAAAoL713siAgJDWLFAAAAAAAlJfeO1kQEJKaRQoAAAAAAMpL750sCAhJzSIFAAAAAADlpfdOFgSEpGaRAgAAAACA8tJ7JwsCQlKzSAEAAAAAQHnpvZMFASGpWaQAAAAAAKC89N7JgoCQ1CxSAAAAAABQXnrvZEFASGoWKQAAAAAAKC+9d7IgICQ1ixQAAAAAAJSX3jtZEBCSmkUKAAAAAADKS++dLAgISc0iBQAAAAAA5aX3ThYEhKRmkQIAAAAAgPLSeycLAkJSs0gBAAAAAEB56b2TBQEhqVmkAAAAAACgvPTeyYKAkNQsUgAAAAAAUF5672RBQEhqFikAAAAAACgvvXeyICAkNYsUAAAAAACUl947WRAQkppFCgAAAAAAykvvnSwICEnNIgUAAAAAAOWl904WBISkZpECAAAAAIDy0nsnCwJCUrNIAQAAAABAeem9kwUBIalZpAAAAAAAoLz03smCgJDULFIAAAAAAFBeeu9kQUBIahYpAAAAAAAoL713siAgJDWLFAAAAAAAlJfeO1kQEJKaRQoAAAAAAMpL750sCAhJbc6cOblFqr6+Ph5++GHDMAzDMAzDMAzDMAzDMAzDMLow6uvrc733OXPmZB0FUCMEhKTWdpEyDMMwDMMwDMMwDMMwDMMwDKO8o76+PusogBohICQ1AaFhGIZhGIZhGIZhGIZhGIZhVG4ICOkuAkJSW758edTX10d9fX3MmTMn869dG71nNDY25j4AGxsbM5+PYVTLUDuGUfpQP4ZR2lA7hlHaUDuGUdpQO4ZR2lA71TfmzJmT670vX7486yiAGiEgBDK3dOnS3EnL0qVLs54OVA21A6VTP1AatQOlUTtQGrUDpVE7QBoCQiBzTlqgNGoHSqd+oDRqB0qjdqA0agdKo3aANASEQOactEBp1A6UTv1AadQOlEbtQGnUDpRG7QBpCAiBzDlpgdKoHSid+oHSqB0ojdqB0qgdKI3aAdIQEAKZc9ICpVE7UDr1A6VRO1AatQOlUTtQGrUDpCEgBDLnpAVKo3agdOoHSqN2oDRqB0qjdqA0agdIQ0AIZM5JC5RG7UDp1A+URu1AadQOlEbtQGnUDpCGgBDInJMWKI3agdKpHyiN2oHSqB0ojdqB0qgdIA0BIQAAAAAAANQQASEAAAAAAADUEAEhAAAAAAAA1BABIQAAAAAAANQQASEAAAAAAADUEAEhAAAAAAAA1BABIQAAAAAAANQQASEAAAAAAADUEAEhAAAAAAAA1BABIQAAAAAAANQQASEAAAAAAADUEAEh9HCvvPJKNDY2xllnnRWHHnpojBw5MpIkiSRJ4gtf+EKX9r1q1arYYYcdcvvbfvvtuzzftWvXxpNPPhn19fVx8sknx8SJE2PAgAG5Y9x9992d2t/vfve7OOaYY2KHHXaIwYMHx8CBA2PbbbeNI444Iq6//vpYu3Ztl+dczB133JGbd5IkMW3atJL2c/TRR+ftZ/HixWWdJ+2r9dppbGyMI488MrbZZpsYMGBAjBw5MiZNmhQXXnhhrFy5ssvzjYhYvXp1NDU1xaWXXhqf+9znYvz48dGnT5/cnLvqjDPOyKudzv4MKI3aqXztFPPYY49Fv379uvzzVjvZqLbaWbVqVdx0003xpS99KSZOnBgjRoyIfv36xeabbx777rtvTJs2LV566aVO7W/GjBkxceLE2GyzzWLIkCGxyy67xOmnnx5Llizp8nwjfO70Vmqn8rVTjM+d6lartfPWW2/FvffeGxdeeGEcddRR8b73va+s8+zOY+kVZEPtVL52itFng55HQAg9XNsPvA1HV09cvv71r+ftrxwnBD//+c87nHPaXxZXr14dRx55ZIf7SpIkDjjggFi+fHmX572hlStXxvbbb9/lE5fGxsaCOTtx6R61WjsrVqyIf/u3f+twXzvttFM0Nzd3ec4nnHBCh8fpigULFuQ1rDSbuo/aqXzttGft2rXxoQ99qMs/b7WTnWqqncceeyyGDRu20fOs4cOHx/XXX7/R/S1atCh23nnnDvfT2NjYpTlH+NzprdRO5WunPT53ql+t1s5HPvKRoq8vd8hRyWPpFWRH7VS+dtqjzwY9k4AQeri2H3hjx46NQw45pCwnLvPnz4++ffvGoEGDYtNNNy3bCUF9fX1ufv3794+99947dt99907/sjhlypTca7bccsu46KKL4q677or77rsvfvzjH+edVHz84x/v8rw3dNppp+WOXeqJy1tvvRVjx44t2I8Tl+5Ri7Wzbt26OPTQQ3Ov+eAHPxi/+MUvYt68eXH33XfHN77xjRg4cGBuzq+++mqX5vyFL3whd6xNN900Jk+eHFtttVXusVKtXbs29tlnn4La0WzqHmqn8rXTnksuuaTg33xnf95qJ1vVVDv33Xdfbm77779/TJ8+Pe68886YP39+zJo1K6ZOnRqbbLJJJEkSffv2jTvuuKPovlasWBHjx4/P7e+kk06K2bNnx9y5c+O8887LNbWGDBkSCxYs6NK8fe70Tmqn8rXTHp871a9Wa2fy5Mm5fW2++eZxyCGH5Oql3CFHpY6lV5AttVP52mmPPhv0TAJC6OG+853vRGNjY7z88ssREbF48eIun7i8++678cEPfjCSJIlzzjknF7aV44TgoYceiksvvTSampri7bffjoiIadOmdeqXxZdffjl3grPZZpvF0qVLC7b5+9//nnc5hEceeaTLc281b9686Nu3bwwcODCuvPLKkk9cTj311EiSJD72sY/lNbScuHSPWqydX//617ntDz744FizZk3BNnfeeWf07ds3kiSJL3/5y12a8/XXXx/19fXxxBNP5C732/aXjlJdfPHFkSRJ7LrrrnHmmWdqNnUztVP52tnQ0qVLY9NNN40+ffrE1VdfXfLPW+1kq5pq54EHHoijjz46nnzyyaLb3HLLLbnLd+64446xbt26drc766yzcu9z5syZ7R6r9dtFkydP7tK8fe70Tmqn8rWzIZ87vUOt1s4VV1wR1157bSxatCj3WDnPLbvjWHoF2VI7la+dDemzQc8lIIQqU44Tl+9///uRJEnssssusWbNmoqfEHS2UXvrrbfmtj/99NOLbtf6V69JksSll15alrm+++678U//9E+RJEmcffbZcffdd5d04vLII4/EJptsEgMHDoxnnnnGiUsPUAu1c/jhh+e2f/bZZ4tud9xxx0WSrP+21euvv17GGXe9UfuXv/wl91eM99xzT6d/BpSf2nlPpWrniCOOiCRJ4sQTTyz55612ep5qrJ0Ntb3c+6OPPlrw/DvvvBN1dXWRJEnstttuRe8NPXXq1Nx+Hn744bLO0edO76N23lOp2vG50zvVQu0U053z7Oqx9Ap6HrVT2Xnqs0HPJiCEKtPVE5clS5bE0KFD835x62mN2rbf5PjRj35UdLvbb789t91FF11UlrleeOGFkSRJjB8/PlavXl3SiUtLS0vstddeea9x4pK9Wqid0aNHR5Ksv09aRxoaGnL7ra+vL89k/1dXG7Wf+MQn8v4faTZlT+28pxK10/qZN3LkyHjttddK/nmrnZ6nGmtnQz/60Y9y7+FXv/pVwfOzZs3KPX/BBRcU3U9TU1NuuzPPPLOsc/S50/uonfdUonZ87vRetVA7xVRLQKhX0DOpncrOU58NejYBIVSZrp64HHbYYZEkSRx//PG5x9KeELT9pa8zjdHO/rL4+OOP57ZP+w3CxsbGdrdpfW9pmkaLFy+OIUOGRJIkMXv27IiIkk5cZsyYEUmSxM477xyrV6+OCCcuPUEt1E7rZaj233//Drf7wx/+kNvviSee2O42bRuunfk325VG7Q033BBJsv5+CK33eNNsyp7aeU+5a+fNN9+MMWPGRJIkcdVVV0VEaT9vtdMzVWPtbKj1r+GTJImbbrqp4Pm2l0hsamoqup+WlpbcOdaBBx7Y7jY+d2ildt5T7trxudO71ULtFFNKyNGZXkFXj9VKr6BnUjuVqx19Nuj5BIRQZbpy4nLddddFkqy/r9+yZctyj/e0Rm1ExD//8z/nful88cUXC55fsWJF7LDDDpEkSYwbN67d+0VFdO7E5dBDD40kSeK4447LPdbZE5fnn38+d/Jz55135h534pK9WqidESNGRJIk8YEPfKDD7dp+S3fSpEntbtPdjdrly5fHVlttFUmSxJVXXpl7XLMpe2rnPeWundZLxx1wwAG5e4V09uetdnquaqydDbVehjBJkmhubi54vu3lrJYvX97hvvbYY49IkiRGjRrV7vM+d2ildvKVs3Z87vRutVA7xVRDQKhX0HOpncrVjj4b9HwCQqgypZ64vPHGG7lLqF1xxRV5z/W0Rm1ExDPPPJMLAEePHh3f//734+6774777rsvLr/88txzW2yxRYd/dZv2xOWXv/xlJEkSI0aMiFdeeSX3eGdPXA455JBIkiQ++9nP5j3uxCV7tVA7++23XyRJEn379s375WRDX/3qV3P7HTNmTLvbdHej9qSTTookWf8NrrY3Vddsyp7aeU85a+f++++PPn36RP/+/eOJJ57IPd7Zn7fa6bmqsXba+tOf/hR9+/aNJEli9913b3ebSZMmRZIkMXTo0I3ur+29Plv/8rstnzu0Ujv5ylU7Pnd6v1qonWKqISDUK+i51E5lakefDaqDgBCqTKknLv/xH/8RSZLEfvvtl/eLXETPa9S2eu211+J73/teDBs2LPf61tG/f//4xje+EUuXLu1wH2lOXF5//fXYcsstI0mSuPzyy/Oe68yJS+u9qerq6uLll1/Oe86JS/ZqoXamT5+e237KlCntbvPss8/m1dSwYcPa3a47G7Vz5syJPn36RL9+/WLhwoV5z2k2ZU/trFfO2lmzZk1MmDAhkiSJb33rW3nPdebnrXZ6tmqsnVarV6+OiRMn5vZx2223tbtd67/j0aNHb3SfRx99dG5/r732WsHzPndopXbylaN2fO7UhlqonWJ6ekCoV9CzqZ3y144+G1QPnZumegAAGqhJREFUASFUmVJOXO69997cL3KPPfZYwfOl/gVcWqX+slhfXx+77rprQTjYOsaOHRszZswoOBHrrBNPPDGSZP3l4tauXZv3XNoTl9deey1GjRoVSZLEZZddVvC8E5fs1ULtvPnmm7HNNtvkXvO5z30uHnvssVizZk289tprcc0118RWW22V++vxJFn/jaly6myjds2aNbk6/+Y3v1nwvGZT9tRO+Wvn7LPPjiRJ4n3ve1+sWrUq77m0P2+10/NVY+20+uIXv5hq7uPGjYskSWK77bbb6D6PP/743D439gdeneFzp/dRO/nKUTs+d2pDLdROMd01z1KOpVfQ86md8s9Tnw2qh4AQqkxnT1xWr14du+yySyRJEl//+tfb3aanNWojIk4//fTcaz71qU/FAw88ECtXroy333475s+fnzvZSJIkPv3pT8e7775b0txaT0z69u0bCxYsKPr8xk5cWk9MPvShDxWc/LR93olLdmqldubNm5f7S71iY/r06bkT7REjRpR1zp1t1La+x7Fjx8bKlSuLPq/ZlB21U97aefrpp2PgwIGRJEk0NjYWPJ/25612er5qrJ2IiPPPPz8373322afdf1+tyvktqFL53Ol91E6+rtaOz53aUQu1U0xPDgj1Cno+tVPeeeqzQXUREEKV6eyJy1lnnRVJsv6vU4udLPS0Ru3tt9+e2/6EE04oul3re0uSJC699NJOz2v16tUxfvz4SJIkTjvttHa3SXPiMnv27NzJz/z589vdxolL9mqhdlr97W9/i6985Su5+yG0/aXh9ttvj4iIQYMGRZIkscMOO5R1zp1p1D711FMxYMCASJIkbr311na30WzKntopX+2sW7cuVyP//u//3u42aX7eaqc6VGPt/OQnP8nNedddd41XX321w+3LeR+1Uvnc6X3UTr6u1I7PndpSC7VTTE8NCPUKqoPaKd889dmg+ggIocp09sSl9Re5E088Ma677rp2xxZbbBFJksQWW2yRe2z27Nllm3Nnf1n81Kc+FUmSRJ8+feKFF14out3bb7+dux/UXnvt1el5XXvttZEk6+9neOWVV7b7s2kbQh555JG5x59//vncflpvmDxp0qSiP+MDDzwwL8xsfZzuUwu1056XXnopnnnmmXjzzTdzjy1dujS330984hNlmu16nWnUTpkyJZIkiXHjxhX9GR955JG5/Z111lm5x0v560hKo3bKVztz587Nvf7CCy9s92dz6aWX5rY58MADc4+3vdeT2qkO1VY71157bWyyySa5JlGaSxm2/Xe2fPnyDrfdY489IkmSGDVqVFnm28rnTu+jdvJ1pXZ87tSWWqidYnpqQKhXUB3UTvlqR58Nqo+AEKpMZ09cWrft7Jg8eXLZ5tzZRm3rpRrSXHKn9a9vBw0a1Ol51dfXl/zzaXvz6LaNqc4Ouk8t1E5at9xyS26/55xzTtn2G9G5Rm3bv/jr7PAXgt1H7bynq7XT9q9lOzva/nWt2qkO1VQ7t956a/Tr1y+SJIkxY8bEc889l+p1bRs8TU1NRbdraWmJoUOHRpKsDyDKyedO76N23tPV2vG5U1tqoXaK6akBoV5BdVA75asdfTaoPqoGqkw1nbi06myj9v3vf38kSRIjR47c6LZ77713JEkSw4YN6/S8nLjUllqonbSOO+643H6feeaZsu03QqO2N1I77+lq7WjU1pZqqZ0//vGPufuTjRw5Mp544onUr501a1ZuHhdccEHR7ZqamnLbnXnmmV2a74Z87vQ+auc9Xa0dnzu1pRZqpxgBIV2hdgSEUMtUDVSZzp64pNHT7gX1iU98Ird9c3Nz0e1ef/313KUddt999zLO+D1pb568Ma6Nnr1aqJ00nnzyydxfHB500EFl2WdbnWnUpuF+NtlTO+tVunZalevnrXayVw2188ADD+S+nVRXVxfz5s3r1OvXrFkTdXV1kSRJ7LbbbrFu3bp2t5s6dWruZ/Hwww+XY+o5Pnd6H7XznkrWTiufO71HLdROMT01IExDryB7aqd7aqeVPhv0LAJCqDJZnri0/aWv7V/2bExnf1m84oorctsfcsghsWbNmoJt1q5dm/dNjmJ/Udv63kptGjlx6T1qoXYiosP7dv71r3+NnXbaKZIkiYEDB8ZTTz1VdNu2DdfO/JvVqO191E731E4rjdreo6fXzoIFC2LEiBGRJEkMHTo07r///pLm1PZSiTNnzix4fu7cublwvaO/nPe5Qyu1s16la6eVz53eo1ZqpyvzbO81nf38EBD2Pmqne2qnlT4b9CwCQujh7rvvvqivr8+NCy+8MPcBuP/+++c915nmaVvlbtRuOKdPfvKTudd961vfynvuvvvuK3j9mjVrYrfddsu9Zvfdd4+f/vSn8dBDD8W8efPimmuuif322y/3/OjRo+PVV1/t8L05cak9tVg7Eeu/gTtp0qSYOXNm3HXXXTF//vyYNWtWnHHGGTF8+PBIkiQ22WSTuPrqqzucc5pm00svvVQw59Z7iLa+17Zj0aJFHR6zPZpN3U/tVL52OqJRW72qqXaee+652HLLLXPbXHzxxbFw4cIOxyuvvNLusVasWBHjx4/P7WvKlClx1113RVNTU5x//vkxbNiwSJIkBg8eHAsWLCg6Z587tUvtVL52OuJzp3rVau0sWrSo4L2NHDkykmT9ZRc3fO6ll17q8L111Cso17E6olfQ/dRO5WunI/ps0LMICKGH6+z9HkpR7kZtZ+Zb7JfQJUuWxJ577rnR1++www4d/sLsxKV21WrtHH744R2+bvPNN4/rr79+o+8tTbOps/e1KeWXK82m7qd2Kl87HdGorV7VVDv19fWdmuvGzoMWLVoUO++8c9HXDh8+PBobGzucs8+d2qV2Kl87HfG5U71qtXY6u69i/x7T9ArKdayO6BV0P7VT+drpiD4b9CwCQujhqunEpVVn5tvRL6HvvPNOXHPNNXHEEUfEtttuGwMHDowBAwbEVlttFYccckj8+Mc/jpUrV6Z6b05cak+t1s79998fp59+euyzzz6x1VZbRf/+/WPUqFGx7777xvTp04t+23ZDGrW1S+1UvnY6olFbvaqpdsodckRErFy5MmbMmBETJ06MESNGxJAhQ2KXXXaJ0047LZYsWbLR9+Zzp3apncrXTkd87lSvWq0dASFdpXYqXzsd0WeDnkVACAAAAAAAADVEQAgAAAAAAAA1REAIAAAAAAAANURACAAAAAAAADVEQAgAAAAAAAA1REAIAAAAAAAANURACAAAAAAAADVEQAgAAAAAAAA1REAIAAAAAAAANURACAAAAAAAADVEQAgAAAAAAAA1REAIAAAAAAAANURACAAAAAAAADVEQAgAAAAAAAA1REAIAAAAAAAANURACAAAAAAAADVEQAgAAAAAAAA1REAIAACU3amnnhpJkkRdXV3WU6EG7LnnnpEkSXzyk5+s+LEuvvjiSJIkkiSJ5cuXV/x4AAAAlSAgBACAXmDx4sW50KIro1wEhHQnASEAAEDnCAgBAKAXEBBSy7oaEN588825GliwYEGH2woIAQCA3kBACAAAvcA777wTCxcuLDpaA42JEyd2uF25CAjpTt0ZEAIAAPQGAkIAAKgBreHH5MmTu+V4AkK6k4AQAACgcwSEAABQAwSE9GYCQgAAgM4REAIAQA0oJSBct25dXHfddfGpT30qttlmmxgwYEBsttlmMWnSpJg+fXq89dZbRV+bNiBcuXJlXHTRRXHggQfGqFGjon///rHlllvGoYceGg0NDbF27dqNzvMf//hHXHrppXHwwQfHmDFjon///jFs2LDYfffdY+rUqXHXXXcVfe3y5cvj7LPPjokTJ8aIESNi4MCBsd1228UxxxwTd955Z4fH3TCUeuKJJ+KEE06IsWPHxqBBg2KHHXaIU045Jf72t7/lvW7evHlx7LHHxvbbbx8DBw6M7bffPk499dR44403ih7rk5/8ZCRJEnvuuWdERPzlL3+Jr371q7HjjjvG4MGDY9ttt43jjjsunn322bzXPfPMMzFlypTYcccdY9CgQTFmzJg48cQTY+nSpR2+t0cffTSmTZsWH/vYx/J+puPHj4//+I//iPnz53f4+g3//7/11ltx7rnnxu677x5Dhw6N4cOHx3777RdXXnllqv/Hd999dxxxxBGx5ZZbxqBBg2LcuHHx5S9/ORYvXhwRpQeECxYsSHVvzptvvjn3mo3dg7A7/1206kqtAgAAtUlACAAANaCzAeHLL78c++67b4ehyXbbbRePPfZYu69PExA2NTXFmDFjOjzG5MmTOwxI5s6dG1tvvfVGA572gpz7778/tthiiw5f9/nPfz5aWlraPXbbIOjmm2+OwYMHt7uPsWPHxpIlSyIi4oorroi+ffu2u92uu+4ar7/+ervHahsQzp07NzbffPN29zFixIh49NFHIyLitttuiyFDhrS73VZbbRV//vOf2z1W22/TFRt9+vSJ6dOnF/3/0vb//5IlS2LXXXctuq/jjjuu6H4iIqZNm1b0tSNGjIh77rmnxwaElf53EdH1WgUAAGqTgBAAAGpAZwLCt956K3bZZZdIkiT69+8fJ510Utxwww3x8MMPx7333hvTpk2Lurq6SJIkxowZEy+//HLBPjYWEP7pT3/KBSebb755TJs2LW699dZ49NFH44477ogvfvGLsckmm0SSJHHQQQe1+y2zRx55JAYOHJgLrD772c/GjTfeGPPmzYumpqaor6+PY445JgYNGlQQ5Dz77LMxdOjQSJIk+vbtGyeffHL88Y9/jEceeSSuuuqqvEBrypQp7b6H1iDo/e9/fwwdOjR23HHH+MlPfpL7OU2ZMiW3j8MPPzz++Mc/Rp8+fWKvvfaKq6++Oh555JG488474zOf+Uxuu6lTp7Z7rNaAcOzYsTFmzJgYPXp0XHTRRdHU1BRz586N//zP/8wFTLvvvns88cQTuW/aXX755fHQQw/FvffeG1OnTs0d6+Mf/3i7x/r1r38dw4cPj+OOOy6uvPLKmDNnTsyfPz/uuOOOmD59el6o+5vf/KbdfbT+/x86dGjsueeeMXjw4PjmN78Zs2fPjkcffTSuvvrqGDduXG4/119/fbv7qa+vz22zxRZbxPe///148MEH4/7774/vfOc7MWTIkBg9enRst912JQWEb7/9dixcuDAuueSS3HFuvPHGWLhwYd5YsWJF7jVpA8Lu+HdRjloFAABqk4AQAABqQGcCwlNOOSWSJInRo0dHc3Nzu9s8/fTTuW+xnXLKKQXPdxQQrlu3Lj7wgQ9EkiTx4Q9/OP7+97+3e4wbbrghN+9f/epXec+9++67sdNOO+WCkdtvv73o+3nppZfinXfeyXvsoIMOyguENrRy5crYZ599cts88MADBdu0BkGt3+x78803C7b54he/mBdwHXLIIbFmzZqCn8chhxwSSZLEkCFDYuXKlQX7aQ0IkySJbbfdtt1LhJ577rm5bUaNGlV0TieddFJuu/a+RfjSSy/lBWIbWrVqVey33365MLI9rf//kySJwYMHx8MPP1ywzYsvvpgLrw488MCC51esWBGbbbZZJEkSW265Ze5yom099NBDMWjQoNyxuuMehGkDwu74d1GOWgUAAGqTgBAAAGpA2oBw2bJlucCloaGhw23PP//8SJIkNt1003j33XfznusoILztttty39xrL/RpqzUgOeyww/Iebxsefve73+1wHxt6+umnc6/9P//n/xTdbuHChdGnT59IkiSOPfbYgufbBkFNTU3t7mP+/Pm5bfr161f03n+/+c1vctvde++9Bc+3DQivu+66dvfx+uuv5+abdk5XX311sbffoXvuuSe3j+eee67g+bYB4TnnnFN0P1/60pciSZIYMGBAQYj705/+NLePn/3sZ0X3ceaZZ/bYgLCS/y7KVasAAEBtEhACAEANSBsQ/uIXv4gkSWKTTTZp9xtLbd1///25/W54f7OOAsLWb09NmjRpo/Nu/VbcZpttlvf48ccfnwsZO7o/W3suu+yy3LzvvPPODrdt/abc6NGjC55rDYK23377oq9vaWnJXSq1o5/9n//859yc6uvrC55vDQgHDBgQq1evLrqf1kttpp3TtGnTim7X6h//+EcsWbIknnzyydwlN+fMmZOb70033VTwmrYBYbF7HUZEXHnllbntNgyLjz766EiSJAYNGhSrVq0quo9Fixb1yICw0v8uylWrAABAbRIQAgBADUgbEH7ta1/LbduZMWvWrLz9dBQQ7rXXXiUdo+0lGFsvUbrHHnt0+mdx8skn5/ZZ7PKm7f08li1blvdcaxB08MEHd7iPTTfdNJIkiZNOOqnoNq+//nruOJdeemnB860B4c4779zhsXbfffdOzen0009v9/k333wzpk2bFhMmTMgFWcXGFVdcUfD61v///fv373AeN910U24/jz/+eN5zu+22WyRJEnvvvXeH+4iI3KVIe1JAWOl/F+WqVQAAoDYJCAEAoAakDQiPPfbYkkKHm2++OW8/HQWEW2+9dUnHaBvGbLXVVpEkSXz84x/v9M/imGOOyX0zbWMuuOCC3PGffvrpvOdag6CNhVKt99k79dRTi26zfPny3HEuvvjigudbA8I999yzw2OVY07Nzc2d+n/0wx/+sGAfHf3/b6ujYG706NGRJEkceuihHe4jImLXXXftcQFhpf9dlKtWAQCA2iQgBACAGpA2IGwNzwYOHJi7nGSasWLFirz9dBQQtQY/H/7whzt1jLVr1+b2UY6AcPDgwRvdttYCwrVr18Yee+wRSbL+0pWnnHJKzJ49O1588cW8S5u2/WZbe/MtZ0D4r//6rx3uI6I2A8Jy1SoAAFCbBIQAAFAD0gaEp5xySm7bt956q+TjdRQQTZgwIZIkiQ9+8IMl779clxjdWFiS5hKjvSkgbGpqys3jwgsvLPr6tvf9q1RA2Br6VeslRiv976JctQoAANQmASEAANSAtAHhlVdemdv297//fcnH6yggOu644yJJkhgwYEDJ32b6/Oc/H0mSRN++feO1117r1Gsvu+yy3Hu88847O9z2/7d3f6E1/38Axz9jM9o0F4cpW1FzwY2LldWUaEqSpFB2gVwsRblUkvlTciHhakomEiJczKIZpa3GMfmTLJsL2oUbLsxuTvT6Xsjp63ds5t8v330ejzo357xf78/nnPpcPft8Tn19fSRJEpWVlQWfjcdAePLkyfx5vH79esT58+fP//FAuG7dukiSz4+CHR4eHnGPgYGB/B4/GwivXbv2nwuEv+taBQAA0kkgBACAFBhrIBwcHIySkpIxP9pxJKMFoosXL+bP59ChQz+1/6VLl/J7NDc3/9BsX19ffnbDhg0jrnv27FkUFRVFkiTR2NhY8Pl4DIQtLS3583j+/PmI80uWLPnjgfDEiRP5z06dOjXiHrt27frlQHjjxo38Hj09PaOu/VsC4e+6VgEAgHQSCAEAIAXGGggjIpqamvLr9+zZM+rawcHBOH36dMH7owWijx8/xrx58/L/n9be3j7qMbLZbNy8ebNgj7lz50aSJFFSUhJtbW0jzr958yZyudxX7y1btiySJImioqK4evVqwczw8HDU1dXlf4fu7u6CNeMxEHZ2dubPY+fOnd+cPXjwYH7NnwyE79+/j2nTpkWSJDFz5sx49epVwXw2m40pU6b8ciB8/Phxfo9z586NuvZvCYQRv+daBQAA0kkgBACAFPiRQDg0NJT/j78kSaKuri5aWlqiu7s7Hj58GJ2dnXH06NFYsWJFFBcXR0NDQ8Ee3wtET548ifLy8kiSJCZMmBBr166NCxcuxP379yObzUZbW1vs378/amtrI0mSOHDgQMEe2Ww2SktL83s0NjbGlStXore3N3p6euLMmTPR2NgYkydPLgg5L168iLKyskiSJIqLi2P79u1x+/btePDgQbS2tuYDZpIk0dTU9M3vMB4DYS6Xi9mzZ+fj6aZNm6K9vT16e3vj8uXLsXLlykiSJBYtWvTHA2HE1488nT59ehw5ciTu3bsX3d3d0dzcHGVlZTFjxoyorq7+pUCYy+Xy/2M4f/78uH79evT19UV/f3/09/fHhw8f8mv/pkD4O65VAAAgnQRCAABIgR8JhBERb9++jeXLl391p9hIrzVr1hTMjyUQPXr0KGpqasZ0jGPHjn1zj7t370ZlZeV3578Vcrq6uiKTyYw6t3HjxoK7D78Yj4Ew4vPv8iXefuu1cOHCePny5f8lEEZE7N69e8RzqaioiDt37oz5e4/mf++M/Pfr33eZ/k2BMOLXr1UAACCdBEIAAEiBHw2EX9y6dSs2b94cNTU1UV5eHsXFxZHJZKKuri527NgRHR0d8enTp4K5sQaiXC4Xra2tsXr16qiqqorS0tIoLS2NWbNmRUNDQ+zbty+ePn066h5DQ0Nx+PDhWLx4cWQymSguLo6pU6fGggULYtu2bdHV1TXi7Lt372Lv3r1RW1sbFRUVMWnSpKiqqor169dHR0fHqMcdr4EwIqK/vz+2bNkS1dXVUVJSEplMJurr6+P48eORy+W+e76/MxBGfH706apVqyKTyURpaWnMmTMntm7dGgMDAz/0vb/n7NmzsXTp0shkMjFx4sT/RCD84mevVQAAIJ0EQgAAAAAAAEgRgRAAAAAAAABSRCAEAAAAAACAFBEIAQAAAAAAIEUEQgAAAAAAAEgRgRAAAAAAAABSRCAEAAAAAACAFBEIAQAAAAAAIEUEQgAAAAAAAEgRgRAAAAAAAABSRCAEAAAAAACAFBEIAQAAAAAAIEUEQgAAAAAAAEgRgRAAAAAAAABSRCAEAAAAAACAFBEIAQAAAAAAIEUEQgAAAAAAAEgRgRAAAAAAAABSRCAEAAAAAACAFBEIAQAAAAAAIEUEQgAAAAAAAEgRgRAAAAAAAABSRCAEAAAAAACAFBEIAQAAAAAAIEUEQgAAAAAAAEgRgRAAAAAAAABSRCAEAAAAAACAFBEIAQAAAAAAIEUEQgAAAAAAAEgRgRAAAAAAAABSRCAEAAAAAACAFBEIAQAAAAAAIEUEQgAAAAAAAEgRgRAAAAAAAABSRCAEAAAAAACAFBEIAQAAAAAAIEX+ATi7QrXDNVzwAAAAAElFTkSuQmCC\" width=\"900\">" | |
|
7228 | ], | |
|
7229 | "text/plain": [ | |
|
7230 | "<IPython.core.display.HTML object>" | |
|
7231 | ] | |
|
7232 | }, | |
|
7233 | "metadata": {}, | |
|
7234 | "output_type": "display_data" | |
|
7235 | }, | |
|
7236 | { | |
|
7237 | "data": { | |
|
7238 | "application/javascript": [ | |
|
7239 | "/* Put everything inside the global mpl namespace */\n", | |
|
7240 | "window.mpl = {};\n", | |
|
7241 | "\n", | |
|
7242 | "\n", | |
|
7243 | "mpl.get_websocket_type = function() {\n", | |
|
7244 | " if (typeof(WebSocket) !== 'undefined') {\n", | |
|
7245 | " return WebSocket;\n", | |
|
7246 | " } else if (typeof(MozWebSocket) !== 'undefined') {\n", | |
|
7247 | " return MozWebSocket;\n", | |
|
7248 | " } else {\n", | |
|
7249 | " alert('Your browser does not have WebSocket support.' +\n", | |
|
7250 | " 'Please try Chrome, Safari or Firefox β₯ 6. ' +\n", | |
|
7251 | " 'Firefox 4 and 5 are also supported but you ' +\n", | |
|
7252 | " 'have to enable WebSockets in about:config.');\n", | |
|
7253 | " };\n", | |
|
7254 | "}\n", | |
|
7255 | "\n", | |
|
7256 | "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", | |
|
7257 | " this.id = figure_id;\n", | |
|
7258 | "\n", | |
|
7259 | " this.ws = websocket;\n", | |
|
7260 | "\n", | |
|
7261 | " this.supports_binary = (this.ws.binaryType != undefined);\n", | |
|
7262 | "\n", | |
|
7263 | " if (!this.supports_binary) {\n", | |
|
7264 | " var warnings = document.getElementById(\"mpl-warnings\");\n", | |
|
7265 | " if (warnings) {\n", | |
|
7266 | " warnings.style.display = 'block';\n", | |
|
7267 | " warnings.textContent = (\n", | |
|
7268 | " \"This browser does not support binary websocket messages. \" +\n", | |
|
7269 | " \"Performance may be slow.\");\n", | |
|
7270 | " }\n", | |
|
7271 | " }\n", | |
|
7272 | "\n", | |
|
7273 | " this.imageObj = new Image();\n", | |
|
7274 | "\n", | |
|
7275 | " this.context = undefined;\n", | |
|
7276 | " this.message = undefined;\n", | |
|
7277 | " this.canvas = undefined;\n", | |
|
7278 | " this.rubberband_canvas = undefined;\n", | |
|
7279 | " this.rubberband_context = undefined;\n", | |
|
7280 | " this.format_dropdown = undefined;\n", | |
|
7281 | "\n", | |
|
7282 | " this.image_mode = 'full';\n", | |
|
7283 | "\n", | |
|
7284 | " this.root = $('<div/>');\n", | |
|
7285 | " this._root_extra_style(this.root)\n", | |
|
7286 | " this.root.attr('style', 'display: inline-block');\n", | |
|
7287 | "\n", | |
|
7288 | " $(parent_element).append(this.root);\n", | |
|
7289 | "\n", | |
|
7290 | " this._init_header(this);\n", | |
|
7291 | " this._init_canvas(this);\n", | |
|
7292 | " this._init_toolbar(this);\n", | |
|
7293 | "\n", | |
|
7294 | " var fig = this;\n", | |
|
7295 | "\n", | |
|
7296 | " this.waiting = false;\n", | |
|
7297 | "\n", | |
|
7298 | " this.ws.onopen = function () {\n", | |
|
7299 | " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", | |
|
7300 | " fig.send_message(\"send_image_mode\", {});\n", | |
|
7301 | " if (mpl.ratio != 1) {\n", | |
|
7302 | " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", | |
|
7303 | " }\n", | |
|
7304 | " fig.send_message(\"refresh\", {});\n", | |
|
7305 | " }\n", | |
|
7306 | "\n", | |
|
7307 | " this.imageObj.onload = function() {\n", | |
|
7308 | " if (fig.image_mode == 'full') {\n", | |
|
7309 | " // Full images could contain transparency (where diff images\n", | |
|
7310 | " // almost always do), so we need to clear the canvas so that\n", | |
|
7311 | " // there is no ghosting.\n", | |
|
7312 | " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
7313 | " }\n", | |
|
7314 | " fig.context.drawImage(fig.imageObj, 0, 0);\n", | |
|
7315 | " };\n", | |
|
7316 | "\n", | |
|
7317 | " this.imageObj.onunload = function() {\n", | |
|
7318 | " fig.ws.close();\n", | |
|
7319 | " }\n", | |
|
7320 | "\n", | |
|
7321 | " this.ws.onmessage = this._make_on_message_function(this);\n", | |
|
7322 | "\n", | |
|
7323 | " this.ondownload = ondownload;\n", | |
|
7324 | "}\n", | |
|
7325 | "\n", | |
|
7326 | "mpl.figure.prototype._init_header = function() {\n", | |
|
7327 | " var titlebar = $(\n", | |
|
7328 | " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n", | |
|
7329 | " 'ui-helper-clearfix\"/>');\n", | |
|
7330 | " var titletext = $(\n", | |
|
7331 | " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n", | |
|
7332 | " 'text-align: center; padding: 3px;\"/>');\n", | |
|
7333 | " titlebar.append(titletext)\n", | |
|
7334 | " this.root.append(titlebar);\n", | |
|
7335 | " this.header = titletext[0];\n", | |
|
7336 | "}\n", | |
|
7337 | "\n", | |
|
7338 | "\n", | |
|
7339 | "\n", | |
|
7340 | "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", | |
|
7341 | "\n", | |
|
7342 | "}\n", | |
|
7343 | "\n", | |
|
7344 | "\n", | |
|
7345 | "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", | |
|
7346 | "\n", | |
|
7347 | "}\n", | |
|
7348 | "\n", | |
|
7349 | "mpl.figure.prototype._init_canvas = function() {\n", | |
|
7350 | " var fig = this;\n", | |
|
7351 | "\n", | |
|
7352 | " var canvas_div = $('<div/>');\n", | |
|
7353 | "\n", | |
|
7354 | " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", | |
|
7355 | "\n", | |
|
7356 | " function canvas_keyboard_event(event) {\n", | |
|
7357 | " return fig.key_event(event, event['data']);\n", | |
|
7358 | " }\n", | |
|
7359 | "\n", | |
|
7360 | " canvas_div.keydown('key_press', canvas_keyboard_event);\n", | |
|
7361 | " canvas_div.keyup('key_release', canvas_keyboard_event);\n", | |
|
7362 | " this.canvas_div = canvas_div\n", | |
|
7363 | " this._canvas_extra_style(canvas_div)\n", | |
|
7364 | " this.root.append(canvas_div);\n", | |
|
7365 | "\n", | |
|
7366 | " var canvas = $('<canvas/>');\n", | |
|
7367 | " canvas.addClass('mpl-canvas');\n", | |
|
7368 | " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", | |
|
7369 | "\n", | |
|
7370 | " this.canvas = canvas[0];\n", | |
|
7371 | " this.context = canvas[0].getContext(\"2d\");\n", | |
|
7372 | "\n", | |
|
7373 | " var backingStore = this.context.backingStorePixelRatio ||\n", | |
|
7374 | "\tthis.context.webkitBackingStorePixelRatio ||\n", | |
|
7375 | "\tthis.context.mozBackingStorePixelRatio ||\n", | |
|
7376 | "\tthis.context.msBackingStorePixelRatio ||\n", | |
|
7377 | "\tthis.context.oBackingStorePixelRatio ||\n", | |
|
7378 | "\tthis.context.backingStorePixelRatio || 1;\n", | |
|
7379 | "\n", | |
|
7380 | " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", | |
|
7381 | "\n", | |
|
7382 | " var rubberband = $('<canvas/>');\n", | |
|
7383 | " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", | |
|
7384 | "\n", | |
|
7385 | " var pass_mouse_events = true;\n", | |
|
7386 | "\n", | |
|
7387 | " canvas_div.resizable({\n", | |
|
7388 | " start: function(event, ui) {\n", | |
|
7389 | " pass_mouse_events = false;\n", | |
|
7390 | " },\n", | |
|
7391 | " resize: function(event, ui) {\n", | |
|
7392 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
7393 | " },\n", | |
|
7394 | " stop: function(event, ui) {\n", | |
|
7395 | " pass_mouse_events = true;\n", | |
|
7396 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
7397 | " },\n", | |
|
7398 | " });\n", | |
|
7399 | "\n", | |
|
7400 | " function mouse_event_fn(event) {\n", | |
|
7401 | " if (pass_mouse_events)\n", | |
|
7402 | " return fig.mouse_event(event, event['data']);\n", | |
|
7403 | " }\n", | |
|
7404 | "\n", | |
|
7405 | " rubberband.mousedown('button_press', mouse_event_fn);\n", | |
|
7406 | " rubberband.mouseup('button_release', mouse_event_fn);\n", | |
|
7407 | " // Throttle sequential mouse events to 1 every 20ms.\n", | |
|
7408 | " rubberband.mousemove('motion_notify', mouse_event_fn);\n", | |
|
7409 | "\n", | |
|
7410 | " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", | |
|
7411 | " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", | |
|
7412 | "\n", | |
|
7413 | " canvas_div.on(\"wheel\", function (event) {\n", | |
|
7414 | " event = event.originalEvent;\n", | |
|
7415 | " event['data'] = 'scroll'\n", | |
|
7416 | " if (event.deltaY < 0) {\n", | |
|
7417 | " event.step = 1;\n", | |
|
7418 | " } else {\n", | |
|
7419 | " event.step = -1;\n", | |
|
7420 | " }\n", | |
|
7421 | " mouse_event_fn(event);\n", | |
|
7422 | " });\n", | |
|
7423 | "\n", | |
|
7424 | " canvas_div.append(canvas);\n", | |
|
7425 | " canvas_div.append(rubberband);\n", | |
|
7426 | "\n", | |
|
7427 | " this.rubberband = rubberband;\n", | |
|
7428 | " this.rubberband_canvas = rubberband[0];\n", | |
|
7429 | " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", | |
|
7430 | " this.rubberband_context.strokeStyle = \"#000000\";\n", | |
|
7431 | "\n", | |
|
7432 | " this._resize_canvas = function(width, height) {\n", | |
|
7433 | " // Keep the size of the canvas, canvas container, and rubber band\n", | |
|
7434 | " // canvas in synch.\n", | |
|
7435 | " canvas_div.css('width', width)\n", | |
|
7436 | " canvas_div.css('height', height)\n", | |
|
7437 | "\n", | |
|
7438 | " canvas.attr('width', width * mpl.ratio);\n", | |
|
7439 | " canvas.attr('height', height * mpl.ratio);\n", | |
|
7440 | " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", | |
|
7441 | "\n", | |
|
7442 | " rubberband.attr('width', width);\n", | |
|
7443 | " rubberband.attr('height', height);\n", | |
|
7444 | " }\n", | |
|
7445 | "\n", | |
|
7446 | " // Set the figure to an initial 600x600px, this will subsequently be updated\n", | |
|
7447 | " // upon first draw.\n", | |
|
7448 | " this._resize_canvas(600, 600);\n", | |
|
7449 | "\n", | |
|
7450 | " // Disable right mouse context menu.\n", | |
|
7451 | " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", | |
|
7452 | " return false;\n", | |
|
7453 | " });\n", | |
|
7454 | "\n", | |
|
7455 | " function set_focus () {\n", | |
|
7456 | " canvas.focus();\n", | |
|
7457 | " canvas_div.focus();\n", | |
|
7458 | " }\n", | |
|
7459 | "\n", | |
|
7460 | " window.setTimeout(set_focus, 100);\n", | |
|
7461 | "}\n", | |
|
7462 | "\n", | |
|
7463 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
7464 | " var fig = this;\n", | |
|
7465 | "\n", | |
|
7466 | " var nav_element = $('<div/>')\n", | |
|
7467 | " nav_element.attr('style', 'width: 100%');\n", | |
|
7468 | " this.root.append(nav_element);\n", | |
|
7469 | "\n", | |
|
7470 | " // Define a callback function for later on.\n", | |
|
7471 | " function toolbar_event(event) {\n", | |
|
7472 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
7473 | " }\n", | |
|
7474 | " function toolbar_mouse_event(event) {\n", | |
|
7475 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
7476 | " }\n", | |
|
7477 | "\n", | |
|
7478 | " for(var toolbar_ind in mpl.toolbar_items) {\n", | |
|
7479 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
7480 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
7481 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
7482 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
7483 | "\n", | |
|
7484 | " if (!name) {\n", | |
|
7485 | " // put a spacer in here.\n", | |
|
7486 | " continue;\n", | |
|
7487 | " }\n", | |
|
7488 | " var button = $('<button/>');\n", | |
|
7489 | " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n", | |
|
7490 | " 'ui-button-icon-only');\n", | |
|
7491 | " button.attr('role', 'button');\n", | |
|
7492 | " button.attr('aria-disabled', 'false');\n", | |
|
7493 | " button.click(method_name, toolbar_event);\n", | |
|
7494 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
7495 | "\n", | |
|
7496 | " var icon_img = $('<span/>');\n", | |
|
7497 | " icon_img.addClass('ui-button-icon-primary ui-icon');\n", | |
|
7498 | " icon_img.addClass(image);\n", | |
|
7499 | " icon_img.addClass('ui-corner-all');\n", | |
|
7500 | "\n", | |
|
7501 | " var tooltip_span = $('<span/>');\n", | |
|
7502 | " tooltip_span.addClass('ui-button-text');\n", | |
|
7503 | " tooltip_span.html(tooltip);\n", | |
|
7504 | "\n", | |
|
7505 | " button.append(icon_img);\n", | |
|
7506 | " button.append(tooltip_span);\n", | |
|
7507 | "\n", | |
|
7508 | " nav_element.append(button);\n", | |
|
7509 | " }\n", | |
|
7510 | "\n", | |
|
7511 | " var fmt_picker_span = $('<span/>');\n", | |
|
7512 | "\n", | |
|
7513 | " var fmt_picker = $('<select/>');\n", | |
|
7514 | " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n", | |
|
7515 | " fmt_picker_span.append(fmt_picker);\n", | |
|
7516 | " nav_element.append(fmt_picker_span);\n", | |
|
7517 | " this.format_dropdown = fmt_picker[0];\n", | |
|
7518 | "\n", | |
|
7519 | " for (var ind in mpl.extensions) {\n", | |
|
7520 | " var fmt = mpl.extensions[ind];\n", | |
|
7521 | " var option = $(\n", | |
|
7522 | " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n", | |
|
7523 | " fmt_picker.append(option)\n", | |
|
7524 | " }\n", | |
|
7525 | "\n", | |
|
7526 | " // Add hover states to the ui-buttons\n", | |
|
7527 | " $( \".ui-button\" ).hover(\n", | |
|
7528 | " function() { $(this).addClass(\"ui-state-hover\");},\n", | |
|
7529 | " function() { $(this).removeClass(\"ui-state-hover\");}\n", | |
|
7530 | " );\n", | |
|
7531 | "\n", | |
|
7532 | " var status_bar = $('<span class=\"mpl-message\"/>');\n", | |
|
7533 | " nav_element.append(status_bar);\n", | |
|
7534 | " this.message = status_bar[0];\n", | |
|
7535 | "}\n", | |
|
7536 | "\n", | |
|
7537 | "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n", | |
|
7538 | " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", | |
|
7539 | " // which will in turn request a refresh of the image.\n", | |
|
7540 | " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n", | |
|
7541 | "}\n", | |
|
7542 | "\n", | |
|
7543 | "mpl.figure.prototype.send_message = function(type, properties) {\n", | |
|
7544 | " properties['type'] = type;\n", | |
|
7545 | " properties['figure_id'] = this.id;\n", | |
|
7546 | " this.ws.send(JSON.stringify(properties));\n", | |
|
7547 | "}\n", | |
|
7548 | "\n", | |
|
7549 | "mpl.figure.prototype.send_draw_message = function() {\n", | |
|
7550 | " if (!this.waiting) {\n", | |
|
7551 | " this.waiting = true;\n", | |
|
7552 | " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n", | |
|
7553 | " }\n", | |
|
7554 | "}\n", | |
|
7555 | "\n", | |
|
7556 | "\n", | |
|
7557 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
7558 | " var format_dropdown = fig.format_dropdown;\n", | |
|
7559 | " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", | |
|
7560 | " fig.ondownload(fig, format);\n", | |
|
7561 | "}\n", | |
|
7562 | "\n", | |
|
7563 | "\n", | |
|
7564 | "mpl.figure.prototype.handle_resize = function(fig, msg) {\n", | |
|
7565 | " var size = msg['size'];\n", | |
|
7566 | " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n", | |
|
7567 | " fig._resize_canvas(size[0], size[1]);\n", | |
|
7568 | " fig.send_message(\"refresh\", {});\n", | |
|
7569 | " };\n", | |
|
7570 | "}\n", | |
|
7571 | "\n", | |
|
7572 | "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n", | |
|
7573 | " var x0 = msg['x0'] / mpl.ratio;\n", | |
|
7574 | " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n", | |
|
7575 | " var x1 = msg['x1'] / mpl.ratio;\n", | |
|
7576 | " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n", | |
|
7577 | " x0 = Math.floor(x0) + 0.5;\n", | |
|
7578 | " y0 = Math.floor(y0) + 0.5;\n", | |
|
7579 | " x1 = Math.floor(x1) + 0.5;\n", | |
|
7580 | " y1 = Math.floor(y1) + 0.5;\n", | |
|
7581 | " var min_x = Math.min(x0, x1);\n", | |
|
7582 | " var min_y = Math.min(y0, y1);\n", | |
|
7583 | " var width = Math.abs(x1 - x0);\n", | |
|
7584 | " var height = Math.abs(y1 - y0);\n", | |
|
7585 | "\n", | |
|
7586 | " fig.rubberband_context.clearRect(\n", | |
|
7587 | " 0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
7588 | "\n", | |
|
7589 | " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", | |
|
7590 | "}\n", | |
|
7591 | "\n", | |
|
7592 | "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n", | |
|
7593 | " // Updates the figure title.\n", | |
|
7594 | " fig.header.textContent = msg['label'];\n", | |
|
7595 | "}\n", | |
|
7596 | "\n", | |
|
7597 | "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n", | |
|
7598 | " var cursor = msg['cursor'];\n", | |
|
7599 | " switch(cursor)\n", | |
|
7600 | " {\n", | |
|
7601 | " case 0:\n", | |
|
7602 | " cursor = 'pointer';\n", | |
|
7603 | " break;\n", | |
|
7604 | " case 1:\n", | |
|
7605 | " cursor = 'default';\n", | |
|
7606 | " break;\n", | |
|
7607 | " case 2:\n", | |
|
7608 | " cursor = 'crosshair';\n", | |
|
7609 | " break;\n", | |
|
7610 | " case 3:\n", | |
|
7611 | " cursor = 'move';\n", | |
|
7612 | " break;\n", | |
|
7613 | " }\n", | |
|
7614 | " fig.rubberband_canvas.style.cursor = cursor;\n", | |
|
7615 | "}\n", | |
|
7616 | "\n", | |
|
7617 | "mpl.figure.prototype.handle_message = function(fig, msg) {\n", | |
|
7618 | " fig.message.textContent = msg['message'];\n", | |
|
7619 | "}\n", | |
|
7620 | "\n", | |
|
7621 | "mpl.figure.prototype.handle_draw = function(fig, msg) {\n", | |
|
7622 | " // Request the server to send over a new figure.\n", | |
|
7623 | " fig.send_draw_message();\n", | |
|
7624 | "}\n", | |
|
7625 | "\n", | |
|
7626 | "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n", | |
|
7627 | " fig.image_mode = msg['mode'];\n", | |
|
7628 | "}\n", | |
|
7629 | "\n", | |
|
7630 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
7631 | " // Called whenever the canvas gets updated.\n", | |
|
7632 | " this.send_message(\"ack\", {});\n", | |
|
7633 | "}\n", | |
|
7634 | "\n", | |
|
7635 | "// A function to construct a web socket function for onmessage handling.\n", | |
|
7636 | "// Called in the figure constructor.\n", | |
|
7637 | "mpl.figure.prototype._make_on_message_function = function(fig) {\n", | |
|
7638 | " return function socket_on_message(evt) {\n", | |
|
7639 | " if (evt.data instanceof Blob) {\n", | |
|
7640 | " /* FIXME: We get \"Resource interpreted as Image but\n", | |
|
7641 | " * transferred with MIME type text/plain:\" errors on\n", | |
|
7642 | " * Chrome. But how to set the MIME type? It doesn't seem\n", | |
|
7643 | " * to be part of the websocket stream */\n", | |
|
7644 | " evt.data.type = \"image/png\";\n", | |
|
7645 | "\n", | |
|
7646 | " /* Free the memory for the previous frames */\n", | |
|
7647 | " if (fig.imageObj.src) {\n", | |
|
7648 | " (window.URL || window.webkitURL).revokeObjectURL(\n", | |
|
7649 | " fig.imageObj.src);\n", | |
|
7650 | " }\n", | |
|
7651 | "\n", | |
|
7652 | " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", | |
|
7653 | " evt.data);\n", | |
|
7654 | " fig.updated_canvas_event();\n", | |
|
7655 | " fig.waiting = false;\n", | |
|
7656 | " return;\n", | |
|
7657 | " }\n", | |
|
7658 | " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n", | |
|
7659 | " fig.imageObj.src = evt.data;\n", | |
|
7660 | " fig.updated_canvas_event();\n", | |
|
7661 | " fig.waiting = false;\n", | |
|
7662 | " return;\n", | |
|
7663 | " }\n", | |
|
7664 | "\n", | |
|
7665 | " var msg = JSON.parse(evt.data);\n", | |
|
7666 | " var msg_type = msg['type'];\n", | |
|
7667 | "\n", | |
|
7668 | " // Call the \"handle_{type}\" callback, which takes\n", | |
|
7669 | " // the figure and JSON message as its only arguments.\n", | |
|
7670 | " try {\n", | |
|
7671 | " var callback = fig[\"handle_\" + msg_type];\n", | |
|
7672 | " } catch (e) {\n", | |
|
7673 | " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n", | |
|
7674 | " return;\n", | |
|
7675 | " }\n", | |
|
7676 | "\n", | |
|
7677 | " if (callback) {\n", | |
|
7678 | " try {\n", | |
|
7679 | " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", | |
|
7680 | " callback(fig, msg);\n", | |
|
7681 | " } catch (e) {\n", | |
|
7682 | " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n", | |
|
7683 | " }\n", | |
|
7684 | " }\n", | |
|
7685 | " };\n", | |
|
7686 | "}\n", | |
|
7687 | "\n", | |
|
7688 | "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", | |
|
7689 | "mpl.findpos = function(e) {\n", | |
|
7690 | " //this section is from http://www.quirksmode.org/js/events_properties.html\n", | |
|
7691 | " var targ;\n", | |
|
7692 | " if (!e)\n", | |
|
7693 | " e = window.event;\n", | |
|
7694 | " if (e.target)\n", | |
|
7695 | " targ = e.target;\n", | |
|
7696 | " else if (e.srcElement)\n", | |
|
7697 | " targ = e.srcElement;\n", | |
|
7698 | " if (targ.nodeType == 3) // defeat Safari bug\n", | |
|
7699 | " targ = targ.parentNode;\n", | |
|
7700 | "\n", | |
|
7701 | " // jQuery normalizes the pageX and pageY\n", | |
|
7702 | " // pageX,Y are the mouse positions relative to the document\n", | |
|
7703 | " // offset() returns the position of the element relative to the document\n", | |
|
7704 | " var x = e.pageX - $(targ).offset().left;\n", | |
|
7705 | " var y = e.pageY - $(targ).offset().top;\n", | |
|
7706 | "\n", | |
|
7707 | " return {\"x\": x, \"y\": y};\n", | |
|
7708 | "};\n", | |
|
7709 | "\n", | |
|
7710 | "/*\n", | |
|
7711 | " * return a copy of an object with only non-object keys\n", | |
|
7712 | " * we need this to avoid circular references\n", | |
|
7713 | " * http://stackoverflow.com/a/24161582/3208463\n", | |
|
7714 | " */\n", | |
|
7715 | "function simpleKeys (original) {\n", | |
|
7716 | " return Object.keys(original).reduce(function (obj, key) {\n", | |
|
7717 | " if (typeof original[key] !== 'object')\n", | |
|
7718 | " obj[key] = original[key]\n", | |
|
7719 | " return obj;\n", | |
|
7720 | " }, {});\n", | |
|
7721 | "}\n", | |
|
7722 | "\n", | |
|
7723 | "mpl.figure.prototype.mouse_event = function(event, name) {\n", | |
|
7724 | " var canvas_pos = mpl.findpos(event)\n", | |
|
7725 | "\n", | |
|
7726 | " if (name === 'button_press')\n", | |
|
7727 | " {\n", | |
|
7728 | " this.canvas.focus();\n", | |
|
7729 | " this.canvas_div.focus();\n", | |
|
7730 | " }\n", | |
|
7731 | "\n", | |
|
7732 | " var x = canvas_pos.x * mpl.ratio;\n", | |
|
7733 | " var y = canvas_pos.y * mpl.ratio;\n", | |
|
7734 | "\n", | |
|
7735 | " this.send_message(name, {x: x, y: y, button: event.button,\n", | |
|
7736 | " step: event.step,\n", | |
|
7737 | " guiEvent: simpleKeys(event)});\n", | |
|
7738 | "\n", | |
|
7739 | " /* This prevents the web browser from automatically changing to\n", | |
|
7740 | " * the text insertion cursor when the button is pressed. We want\n", | |
|
7741 | " * to control all of the cursor setting manually through the\n", | |
|
7742 | " * 'cursor' event from matplotlib */\n", | |
|
7743 | " event.preventDefault();\n", | |
|
7744 | " return false;\n", | |
|
7745 | "}\n", | |
|
7746 | "\n", | |
|
7747 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
7748 | " // Handle any extra behaviour associated with a key event\n", | |
|
7749 | "}\n", | |
|
7750 | "\n", | |
|
7751 | "mpl.figure.prototype.key_event = function(event, name) {\n", | |
|
7752 | "\n", | |
|
7753 | " // Prevent repeat events\n", | |
|
7754 | " if (name == 'key_press')\n", | |
|
7755 | " {\n", | |
|
7756 | " if (event.which === this._key)\n", | |
|
7757 | " return;\n", | |
|
7758 | " else\n", | |
|
7759 | " this._key = event.which;\n", | |
|
7760 | " }\n", | |
|
7761 | " if (name == 'key_release')\n", | |
|
7762 | " this._key = null;\n", | |
|
7763 | "\n", | |
|
7764 | " var value = '';\n", | |
|
7765 | " if (event.ctrlKey && event.which != 17)\n", | |
|
7766 | " value += \"ctrl+\";\n", | |
|
7767 | " if (event.altKey && event.which != 18)\n", | |
|
7768 | " value += \"alt+\";\n", | |
|
7769 | " if (event.shiftKey && event.which != 16)\n", | |
|
7770 | " value += \"shift+\";\n", | |
|
7771 | "\n", | |
|
7772 | " value += 'k';\n", | |
|
7773 | " value += event.which.toString();\n", | |
|
7774 | "\n", | |
|
7775 | " this._key_event_extra(event, name);\n", | |
|
7776 | "\n", | |
|
7777 | " this.send_message(name, {key: value,\n", | |
|
7778 | " guiEvent: simpleKeys(event)});\n", | |
|
7779 | " return false;\n", | |
|
7780 | "}\n", | |
|
7781 | "\n", | |
|
7782 | "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n", | |
|
7783 | " if (name == 'download') {\n", | |
|
7784 | " this.handle_save(this, null);\n", | |
|
7785 | " } else {\n", | |
|
7786 | " this.send_message(\"toolbar_button\", {name: name});\n", | |
|
7787 | " }\n", | |
|
7788 | "};\n", | |
|
7789 | "\n", | |
|
7790 | "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n", | |
|
7791 | " this.message.textContent = tooltip;\n", | |
|
7792 | "};\n", | |
|
7793 | "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", | |
|
7794 | "\n", | |
|
7795 | "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", | |
|
7796 | "\n", | |
|
7797 | "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", | |
|
7798 | " // Create a \"websocket\"-like object which calls the given IPython comm\n", | |
|
7799 | " // object with the appropriate methods. Currently this is a non binary\n", | |
|
7800 | " // socket, so there is still some room for performance tuning.\n", | |
|
7801 | " var ws = {};\n", | |
|
7802 | "\n", | |
|
7803 | " ws.close = function() {\n", | |
|
7804 | " comm.close()\n", | |
|
7805 | " };\n", | |
|
7806 | " ws.send = function(m) {\n", | |
|
7807 | " //console.log('sending', m);\n", | |
|
7808 | " comm.send(m);\n", | |
|
7809 | " };\n", | |
|
7810 | " // Register the callback with on_msg.\n", | |
|
7811 | " comm.on_msg(function(msg) {\n", | |
|
7812 | " //console.log('receiving', msg['content']['data'], msg);\n", | |
|
7813 | " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", | |
|
7814 | " ws.onmessage(msg['content']['data'])\n", | |
|
7815 | " });\n", | |
|
7816 | " return ws;\n", | |
|
7817 | "}\n", | |
|
7818 | "\n", | |
|
7819 | "mpl.mpl_figure_comm = function(comm, msg) {\n", | |
|
7820 | " // This is the function which gets called when the mpl process\n", | |
|
7821 | " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", | |
|
7822 | "\n", | |
|
7823 | " var id = msg.content.data.id;\n", | |
|
7824 | " // Get hold of the div created by the display call when the Comm\n", | |
|
7825 | " // socket was opened in Python.\n", | |
|
7826 | " var element = $(\"#\" + id);\n", | |
|
7827 | " var ws_proxy = comm_websocket_adapter(comm)\n", | |
|
7828 | "\n", | |
|
7829 | " function ondownload(figure, format) {\n", | |
|
7830 | " window.open(figure.imageObj.src);\n", | |
|
7831 | " }\n", | |
|
7832 | "\n", | |
|
7833 | " var fig = new mpl.figure(id, ws_proxy,\n", | |
|
7834 | " ondownload,\n", | |
|
7835 | " element.get(0));\n", | |
|
7836 | "\n", | |
|
7837 | " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", | |
|
7838 | " // web socket which is closed, not our websocket->open comm proxy.\n", | |
|
7839 | " ws_proxy.onopen();\n", | |
|
7840 | "\n", | |
|
7841 | " fig.parent_element = element.get(0);\n", | |
|
7842 | " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", | |
|
7843 | " if (!fig.cell_info) {\n", | |
|
7844 | " console.error(\"Failed to find cell for figure\", id, fig);\n", | |
|
7845 | " return;\n", | |
|
7846 | " }\n", | |
|
7847 | "\n", | |
|
7848 | " var output_index = fig.cell_info[2]\n", | |
|
7849 | " var cell = fig.cell_info[0];\n", | |
|
7850 | "\n", | |
|
7851 | "};\n", | |
|
7852 | "\n", | |
|
7853 | "mpl.figure.prototype.handle_close = function(fig, msg) {\n", | |
|
7854 | " var width = fig.canvas.width/mpl.ratio\n", | |
|
7855 | " fig.root.unbind('remove')\n", | |
|
7856 | "\n", | |
|
7857 | " // Update the output cell to use the data from the current canvas.\n", | |
|
7858 | " fig.push_to_output();\n", | |
|
7859 | " var dataURL = fig.canvas.toDataURL();\n", | |
|
7860 | " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", | |
|
7861 | " // the notebook keyboard shortcuts fail.\n", | |
|
7862 | " IPython.keyboard_manager.enable()\n", | |
|
7863 | " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n", | |
|
7864 | " fig.close_ws(fig, msg);\n", | |
|
7865 | "}\n", | |
|
7866 | "\n", | |
|
7867 | "mpl.figure.prototype.close_ws = function(fig, msg){\n", | |
|
7868 | " fig.send_message('closing', msg);\n", | |
|
7869 | " // fig.ws.close()\n", | |
|
7870 | "}\n", | |
|
7871 | "\n", | |
|
7872 | "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n", | |
|
7873 | " // Turn the data on the canvas into data in the output cell.\n", | |
|
7874 | " var width = this.canvas.width/mpl.ratio\n", | |
|
7875 | " var dataURL = this.canvas.toDataURL();\n", | |
|
7876 | " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", | |
|
7877 | "}\n", | |
|
7878 | "\n", | |
|
7879 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
7880 | " // Tell IPython that the notebook contents must change.\n", | |
|
7881 | " IPython.notebook.set_dirty(true);\n", | |
|
7882 | " this.send_message(\"ack\", {});\n", | |
|
7883 | " var fig = this;\n", | |
|
7884 | " // Wait a second, then push the new image to the DOM so\n", | |
|
7885 | " // that it is saved nicely (might be nice to debounce this).\n", | |
|
7886 | " setTimeout(function () { fig.push_to_output() }, 1000);\n", | |
|
7887 | "}\n", | |
|
7888 | "\n", | |
|
7889 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
7890 | " var fig = this;\n", | |
|
7891 | "\n", | |
|
7892 | " var nav_element = $('<div/>')\n", | |
|
7893 | " nav_element.attr('style', 'width: 100%');\n", | |
|
7894 | " this.root.append(nav_element);\n", | |
|
7895 | "\n", | |
|
7896 | " // Define a callback function for later on.\n", | |
|
7897 | " function toolbar_event(event) {\n", | |
|
7898 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
7899 | " }\n", | |
|
7900 | " function toolbar_mouse_event(event) {\n", | |
|
7901 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
7902 | " }\n", | |
|
7903 | "\n", | |
|
7904 | " for(var toolbar_ind in mpl.toolbar_items){\n", | |
|
7905 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
7906 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
7907 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
7908 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
7909 | "\n", | |
|
7910 | " if (!name) { continue; };\n", | |
|
7911 | "\n", | |
|
7912 | " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n", | |
|
7913 | " button.click(method_name, toolbar_event);\n", | |
|
7914 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
7915 | " nav_element.append(button);\n", | |
|
7916 | " }\n", | |
|
7917 | "\n", | |
|
7918 | " // Add the status bar.\n", | |
|
7919 | " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n", | |
|
7920 | " nav_element.append(status_bar);\n", | |
|
7921 | " this.message = status_bar[0];\n", | |
|
7922 | "\n", | |
|
7923 | " // Add the close button to the window.\n", | |
|
7924 | " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n", | |
|
7925 | " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n", | |
|
7926 | " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", | |
|
7927 | " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", | |
|
7928 | " buttongrp.append(button);\n", | |
|
7929 | " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", | |
|
7930 | " titlebar.prepend(buttongrp);\n", | |
|
7931 | "}\n", | |
|
7932 | "\n", | |
|
7933 | "mpl.figure.prototype._root_extra_style = function(el){\n", | |
|
7934 | " var fig = this\n", | |
|
7935 | " el.on(\"remove\", function(){\n", | |
|
7936 | "\tfig.close_ws(fig, {});\n", | |
|
7937 | " });\n", | |
|
7938 | "}\n", | |
|
7939 | "\n", | |
|
7940 | "mpl.figure.prototype._canvas_extra_style = function(el){\n", | |
|
7941 | " // this is important to make the div 'focusable\n", | |
|
7942 | " el.attr('tabindex', 0)\n", | |
|
7943 | " // reach out to IPython and tell the keyboard manager to turn it's self\n", | |
|
7944 | " // off when our div gets focus\n", | |
|
7945 | "\n", | |
|
7946 | " // location in version 3\n", | |
|
7947 | " if (IPython.notebook.keyboard_manager) {\n", | |
|
7948 | " IPython.notebook.keyboard_manager.register_events(el);\n", | |
|
7949 | " }\n", | |
|
7950 | " else {\n", | |
|
7951 | " // location in version 2\n", | |
|
7952 | " IPython.keyboard_manager.register_events(el);\n", | |
|
7953 | " }\n", | |
|
7954 | "\n", | |
|
7955 | "}\n", | |
|
7956 | "\n", | |
|
7957 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
7958 | " var manager = IPython.notebook.keyboard_manager;\n", | |
|
7959 | " if (!manager)\n", | |
|
7960 | " manager = IPython.keyboard_manager;\n", | |
|
7961 | "\n", | |
|
7962 | " // Check for shift+enter\n", | |
|
7963 | " if (event.shiftKey && event.which == 13) {\n", | |
|
7964 | " this.canvas_div.blur();\n", | |
|
7965 | " event.shiftKey = false;\n", | |
|
7966 | " // Send a \"J\" for go to next cell\n", | |
|
7967 | " event.which = 74;\n", | |
|
7968 | " event.keyCode = 74;\n", | |
|
7969 | " manager.command_mode();\n", | |
|
7970 | " manager.handle_keydown(event);\n", | |
|
7971 | " }\n", | |
|
7972 | "}\n", | |
|
7973 | "\n", | |
|
7974 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
7975 | " fig.ondownload(fig, null);\n", | |
|
7976 | "}\n", | |
|
7977 | "\n", | |
|
7978 | "\n", | |
|
7979 | "mpl.find_output_cell = function(html_output) {\n", | |
|
7980 | " // Return the cell and output element which can be found *uniquely* in the notebook.\n", | |
|
7981 | " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", | |
|
7982 | " // IPython event is triggered only after the cells have been serialised, which for\n", | |
|
7983 | " // our purposes (turning an active figure into a static one), is too late.\n", | |
|
7984 | " var cells = IPython.notebook.get_cells();\n", | |
|
7985 | " var ncells = cells.length;\n", | |
|
7986 | " for (var i=0; i<ncells; i++) {\n", | |
|
7987 | " var cell = cells[i];\n", | |
|
7988 | " if (cell.cell_type === 'code'){\n", | |
|
7989 | " for (var j=0; j<cell.output_area.outputs.length; j++) {\n", | |
|
7990 | " var data = cell.output_area.outputs[j];\n", | |
|
7991 | " if (data.data) {\n", | |
|
7992 | " // IPython >= 3 moved mimebundle to data attribute of output\n", | |
|
7993 | " data = data.data;\n", | |
|
7994 | " }\n", | |
|
7995 | " if (data['text/html'] == html_output) {\n", | |
|
7996 | " return [cell, data, j];\n", | |
|
7997 | " }\n", | |
|
7998 | " }\n", | |
|
7999 | " }\n", | |
|
8000 | " }\n", | |
|
8001 | "}\n", | |
|
8002 | "\n", | |
|
8003 | "// Register the function which deals with the matplotlib target/channel.\n", | |
|
8004 | "// The kernel may be null if the page has been refreshed.\n", | |
|
8005 | "if (IPython.notebook.kernel != null) {\n", | |
|
8006 | " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", | |
|
8007 | "}\n" | |
|
8008 | ], | |
|
8009 | "text/plain": [ | |
|
8010 | "<IPython.core.display.Javascript object>" | |
|
8011 | ] | |
|
8012 | }, | |
|
8013 | "metadata": {}, | |
|
8014 | "output_type": "display_data" | |
|
8015 | }, | |
|
8016 | { | |
|
8017 | "data": { | |
|
8018 | "text/html": [ | |
|
8019 | "<img 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\" width=\"900\">" | |
|
8020 | ], | |
|
8021 | "text/plain": [ | |
|
8022 | "<IPython.core.display.HTML object>" | |
|
8023 | ] | |
|
8024 | }, | |
|
8025 | "metadata": {}, | |
|
8026 | "output_type": "display_data" | |
|
8027 | }, | |
|
8028 | { | |
|
8029 | "data": { | |
|
8030 | "application/javascript": [ | |
|
8031 | "/* Put everything inside the global mpl namespace */\n", | |
|
8032 | "window.mpl = {};\n", | |
|
8033 | "\n", | |
|
8034 | "\n", | |
|
8035 | "mpl.get_websocket_type = function() {\n", | |
|
8036 | " if (typeof(WebSocket) !== 'undefined') {\n", | |
|
8037 | " return WebSocket;\n", | |
|
8038 | " } else if (typeof(MozWebSocket) !== 'undefined') {\n", | |
|
8039 | " return MozWebSocket;\n", | |
|
8040 | " } else {\n", | |
|
8041 | " alert('Your browser does not have WebSocket support.' +\n", | |
|
8042 | " 'Please try Chrome, Safari or Firefox β₯ 6. ' +\n", | |
|
8043 | " 'Firefox 4 and 5 are also supported but you ' +\n", | |
|
8044 | " 'have to enable WebSockets in about:config.');\n", | |
|
8045 | " };\n", | |
|
8046 | "}\n", | |
|
8047 | "\n", | |
|
8048 | "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", | |
|
8049 | " this.id = figure_id;\n", | |
|
8050 | "\n", | |
|
8051 | " this.ws = websocket;\n", | |
|
8052 | "\n", | |
|
8053 | " this.supports_binary = (this.ws.binaryType != undefined);\n", | |
|
8054 | "\n", | |
|
8055 | " if (!this.supports_binary) {\n", | |
|
8056 | " var warnings = document.getElementById(\"mpl-warnings\");\n", | |
|
8057 | " if (warnings) {\n", | |
|
8058 | " warnings.style.display = 'block';\n", | |
|
8059 | " warnings.textContent = (\n", | |
|
8060 | " \"This browser does not support binary websocket messages. \" +\n", | |
|
8061 | " \"Performance may be slow.\");\n", | |
|
8062 | " }\n", | |
|
8063 | " }\n", | |
|
8064 | "\n", | |
|
8065 | " this.imageObj = new Image();\n", | |
|
8066 | "\n", | |
|
8067 | " this.context = undefined;\n", | |
|
8068 | " this.message = undefined;\n", | |
|
8069 | " this.canvas = undefined;\n", | |
|
8070 | " this.rubberband_canvas = undefined;\n", | |
|
8071 | " this.rubberband_context = undefined;\n", | |
|
8072 | " this.format_dropdown = undefined;\n", | |
|
8073 | "\n", | |
|
8074 | " this.image_mode = 'full';\n", | |
|
8075 | "\n", | |
|
8076 | " this.root = $('<div/>');\n", | |
|
8077 | " this._root_extra_style(this.root)\n", | |
|
8078 | " this.root.attr('style', 'display: inline-block');\n", | |
|
8079 | "\n", | |
|
8080 | " $(parent_element).append(this.root);\n", | |
|
8081 | "\n", | |
|
8082 | " this._init_header(this);\n", | |
|
8083 | " this._init_canvas(this);\n", | |
|
8084 | " this._init_toolbar(this);\n", | |
|
8085 | "\n", | |
|
8086 | " var fig = this;\n", | |
|
8087 | "\n", | |
|
8088 | " this.waiting = false;\n", | |
|
8089 | "\n", | |
|
8090 | " this.ws.onopen = function () {\n", | |
|
8091 | " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", | |
|
8092 | " fig.send_message(\"send_image_mode\", {});\n", | |
|
8093 | " if (mpl.ratio != 1) {\n", | |
|
8094 | " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", | |
|
8095 | " }\n", | |
|
8096 | " fig.send_message(\"refresh\", {});\n", | |
|
8097 | " }\n", | |
|
8098 | "\n", | |
|
8099 | " this.imageObj.onload = function() {\n", | |
|
8100 | " if (fig.image_mode == 'full') {\n", | |
|
8101 | " // Full images could contain transparency (where diff images\n", | |
|
8102 | " // almost always do), so we need to clear the canvas so that\n", | |
|
8103 | " // there is no ghosting.\n", | |
|
8104 | " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
8105 | " }\n", | |
|
8106 | " fig.context.drawImage(fig.imageObj, 0, 0);\n", | |
|
8107 | " };\n", | |
|
8108 | "\n", | |
|
8109 | " this.imageObj.onunload = function() {\n", | |
|
8110 | " fig.ws.close();\n", | |
|
8111 | " }\n", | |
|
8112 | "\n", | |
|
8113 | " this.ws.onmessage = this._make_on_message_function(this);\n", | |
|
8114 | "\n", | |
|
8115 | " this.ondownload = ondownload;\n", | |
|
8116 | "}\n", | |
|
8117 | "\n", | |
|
8118 | "mpl.figure.prototype._init_header = function() {\n", | |
|
8119 | " var titlebar = $(\n", | |
|
8120 | " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n", | |
|
8121 | " 'ui-helper-clearfix\"/>');\n", | |
|
8122 | " var titletext = $(\n", | |
|
8123 | " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n", | |
|
8124 | " 'text-align: center; padding: 3px;\"/>');\n", | |
|
8125 | " titlebar.append(titletext)\n", | |
|
8126 | " this.root.append(titlebar);\n", | |
|
8127 | " this.header = titletext[0];\n", | |
|
8128 | "}\n", | |
|
8129 | "\n", | |
|
8130 | "\n", | |
|
8131 | "\n", | |
|
8132 | "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", | |
|
8133 | "\n", | |
|
8134 | "}\n", | |
|
8135 | "\n", | |
|
8136 | "\n", | |
|
8137 | "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", | |
|
8138 | "\n", | |
|
8139 | "}\n", | |
|
8140 | "\n", | |
|
8141 | "mpl.figure.prototype._init_canvas = function() {\n", | |
|
8142 | " var fig = this;\n", | |
|
8143 | "\n", | |
|
8144 | " var canvas_div = $('<div/>');\n", | |
|
8145 | "\n", | |
|
8146 | " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", | |
|
8147 | "\n", | |
|
8148 | " function canvas_keyboard_event(event) {\n", | |
|
8149 | " return fig.key_event(event, event['data']);\n", | |
|
8150 | " }\n", | |
|
8151 | "\n", | |
|
8152 | " canvas_div.keydown('key_press', canvas_keyboard_event);\n", | |
|
8153 | " canvas_div.keyup('key_release', canvas_keyboard_event);\n", | |
|
8154 | " this.canvas_div = canvas_div\n", | |
|
8155 | " this._canvas_extra_style(canvas_div)\n", | |
|
8156 | " this.root.append(canvas_div);\n", | |
|
8157 | "\n", | |
|
8158 | " var canvas = $('<canvas/>');\n", | |
|
8159 | " canvas.addClass('mpl-canvas');\n", | |
|
8160 | " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", | |
|
8161 | "\n", | |
|
8162 | " this.canvas = canvas[0];\n", | |
|
8163 | " this.context = canvas[0].getContext(\"2d\");\n", | |
|
8164 | "\n", | |
|
8165 | " var backingStore = this.context.backingStorePixelRatio ||\n", | |
|
8166 | "\tthis.context.webkitBackingStorePixelRatio ||\n", | |
|
8167 | "\tthis.context.mozBackingStorePixelRatio ||\n", | |
|
8168 | "\tthis.context.msBackingStorePixelRatio ||\n", | |
|
8169 | "\tthis.context.oBackingStorePixelRatio ||\n", | |
|
8170 | "\tthis.context.backingStorePixelRatio || 1;\n", | |
|
8171 | "\n", | |
|
8172 | " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", | |
|
8173 | "\n", | |
|
8174 | " var rubberband = $('<canvas/>');\n", | |
|
8175 | " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", | |
|
8176 | "\n", | |
|
8177 | " var pass_mouse_events = true;\n", | |
|
8178 | "\n", | |
|
8179 | " canvas_div.resizable({\n", | |
|
8180 | " start: function(event, ui) {\n", | |
|
8181 | " pass_mouse_events = false;\n", | |
|
8182 | " },\n", | |
|
8183 | " resize: function(event, ui) {\n", | |
|
8184 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
8185 | " },\n", | |
|
8186 | " stop: function(event, ui) {\n", | |
|
8187 | " pass_mouse_events = true;\n", | |
|
8188 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
8189 | " },\n", | |
|
8190 | " });\n", | |
|
8191 | "\n", | |
|
8192 | " function mouse_event_fn(event) {\n", | |
|
8193 | " if (pass_mouse_events)\n", | |
|
8194 | " return fig.mouse_event(event, event['data']);\n", | |
|
8195 | " }\n", | |
|
8196 | "\n", | |
|
8197 | " rubberband.mousedown('button_press', mouse_event_fn);\n", | |
|
8198 | " rubberband.mouseup('button_release', mouse_event_fn);\n", | |
|
8199 | " // Throttle sequential mouse events to 1 every 20ms.\n", | |
|
8200 | " rubberband.mousemove('motion_notify', mouse_event_fn);\n", | |
|
8201 | "\n", | |
|
8202 | " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", | |
|
8203 | " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", | |
|
8204 | "\n", | |
|
8205 | " canvas_div.on(\"wheel\", function (event) {\n", | |
|
8206 | " event = event.originalEvent;\n", | |
|
8207 | " event['data'] = 'scroll'\n", | |
|
8208 | " if (event.deltaY < 0) {\n", | |
|
8209 | " event.step = 1;\n", | |
|
8210 | " } else {\n", | |
|
8211 | " event.step = -1;\n", | |
|
8212 | " }\n", | |
|
8213 | " mouse_event_fn(event);\n", | |
|
8214 | " });\n", | |
|
8215 | "\n", | |
|
8216 | " canvas_div.append(canvas);\n", | |
|
8217 | " canvas_div.append(rubberband);\n", | |
|
8218 | "\n", | |
|
8219 | " this.rubberband = rubberband;\n", | |
|
8220 | " this.rubberband_canvas = rubberband[0];\n", | |
|
8221 | " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", | |
|
8222 | " this.rubberband_context.strokeStyle = \"#000000\";\n", | |
|
8223 | "\n", | |
|
8224 | " this._resize_canvas = function(width, height) {\n", | |
|
8225 | " // Keep the size of the canvas, canvas container, and rubber band\n", | |
|
8226 | " // canvas in synch.\n", | |
|
8227 | " canvas_div.css('width', width)\n", | |
|
8228 | " canvas_div.css('height', height)\n", | |
|
8229 | "\n", | |
|
8230 | " canvas.attr('width', width * mpl.ratio);\n", | |
|
8231 | " canvas.attr('height', height * mpl.ratio);\n", | |
|
8232 | " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", | |
|
8233 | "\n", | |
|
8234 | " rubberband.attr('width', width);\n", | |
|
8235 | " rubberband.attr('height', height);\n", | |
|
8236 | " }\n", | |
|
8237 | "\n", | |
|
8238 | " // Set the figure to an initial 600x600px, this will subsequently be updated\n", | |
|
8239 | " // upon first draw.\n", | |
|
8240 | " this._resize_canvas(600, 600);\n", | |
|
8241 | "\n", | |
|
8242 | " // Disable right mouse context menu.\n", | |
|
8243 | " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", | |
|
8244 | " return false;\n", | |
|
8245 | " });\n", | |
|
8246 | "\n", | |
|
8247 | " function set_focus () {\n", | |
|
8248 | " canvas.focus();\n", | |
|
8249 | " canvas_div.focus();\n", | |
|
8250 | " }\n", | |
|
8251 | "\n", | |
|
8252 | " window.setTimeout(set_focus, 100);\n", | |
|
8253 | "}\n", | |
|
8254 | "\n", | |
|
8255 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
8256 | " var fig = this;\n", | |
|
8257 | "\n", | |
|
8258 | " var nav_element = $('<div/>')\n", | |
|
8259 | " nav_element.attr('style', 'width: 100%');\n", | |
|
8260 | " this.root.append(nav_element);\n", | |
|
8261 | "\n", | |
|
8262 | " // Define a callback function for later on.\n", | |
|
8263 | " function toolbar_event(event) {\n", | |
|
8264 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
8265 | " }\n", | |
|
8266 | " function toolbar_mouse_event(event) {\n", | |
|
8267 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
8268 | " }\n", | |
|
8269 | "\n", | |
|
8270 | " for(var toolbar_ind in mpl.toolbar_items) {\n", | |
|
8271 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
8272 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
8273 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
8274 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
8275 | "\n", | |
|
8276 | " if (!name) {\n", | |
|
8277 | " // put a spacer in here.\n", | |
|
8278 | " continue;\n", | |
|
8279 | " }\n", | |
|
8280 | " var button = $('<button/>');\n", | |
|
8281 | " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n", | |
|
8282 | " 'ui-button-icon-only');\n", | |
|
8283 | " button.attr('role', 'button');\n", | |
|
8284 | " button.attr('aria-disabled', 'false');\n", | |
|
8285 | " button.click(method_name, toolbar_event);\n", | |
|
8286 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
8287 | "\n", | |
|
8288 | " var icon_img = $('<span/>');\n", | |
|
8289 | " icon_img.addClass('ui-button-icon-primary ui-icon');\n", | |
|
8290 | " icon_img.addClass(image);\n", | |
|
8291 | " icon_img.addClass('ui-corner-all');\n", | |
|
8292 | "\n", | |
|
8293 | " var tooltip_span = $('<span/>');\n", | |
|
8294 | " tooltip_span.addClass('ui-button-text');\n", | |
|
8295 | " tooltip_span.html(tooltip);\n", | |
|
8296 | "\n", | |
|
8297 | " button.append(icon_img);\n", | |
|
8298 | " button.append(tooltip_span);\n", | |
|
8299 | "\n", | |
|
8300 | " nav_element.append(button);\n", | |
|
8301 | " }\n", | |
|
8302 | "\n", | |
|
8303 | " var fmt_picker_span = $('<span/>');\n", | |
|
8304 | "\n", | |
|
8305 | " var fmt_picker = $('<select/>');\n", | |
|
8306 | " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n", | |
|
8307 | " fmt_picker_span.append(fmt_picker);\n", | |
|
8308 | " nav_element.append(fmt_picker_span);\n", | |
|
8309 | " this.format_dropdown = fmt_picker[0];\n", | |
|
8310 | "\n", | |
|
8311 | " for (var ind in mpl.extensions) {\n", | |
|
8312 | " var fmt = mpl.extensions[ind];\n", | |
|
8313 | " var option = $(\n", | |
|
8314 | " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n", | |
|
8315 | " fmt_picker.append(option)\n", | |
|
8316 | " }\n", | |
|
8317 | "\n", | |
|
8318 | " // Add hover states to the ui-buttons\n", | |
|
8319 | " $( \".ui-button\" ).hover(\n", | |
|
8320 | " function() { $(this).addClass(\"ui-state-hover\");},\n", | |
|
8321 | " function() { $(this).removeClass(\"ui-state-hover\");}\n", | |
|
8322 | " );\n", | |
|
8323 | "\n", | |
|
8324 | " var status_bar = $('<span class=\"mpl-message\"/>');\n", | |
|
8325 | " nav_element.append(status_bar);\n", | |
|
8326 | " this.message = status_bar[0];\n", | |
|
8327 | "}\n", | |
|
8328 | "\n", | |
|
8329 | "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n", | |
|
8330 | " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", | |
|
8331 | " // which will in turn request a refresh of the image.\n", | |
|
8332 | " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n", | |
|
8333 | "}\n", | |
|
8334 | "\n", | |
|
8335 | "mpl.figure.prototype.send_message = function(type, properties) {\n", | |
|
8336 | " properties['type'] = type;\n", | |
|
8337 | " properties['figure_id'] = this.id;\n", | |
|
8338 | " this.ws.send(JSON.stringify(properties));\n", | |
|
8339 | "}\n", | |
|
8340 | "\n", | |
|
8341 | "mpl.figure.prototype.send_draw_message = function() {\n", | |
|
8342 | " if (!this.waiting) {\n", | |
|
8343 | " this.waiting = true;\n", | |
|
8344 | " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n", | |
|
8345 | " }\n", | |
|
8346 | "}\n", | |
|
8347 | "\n", | |
|
8348 | "\n", | |
|
8349 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
8350 | " var format_dropdown = fig.format_dropdown;\n", | |
|
8351 | " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", | |
|
8352 | " fig.ondownload(fig, format);\n", | |
|
8353 | "}\n", | |
|
8354 | "\n", | |
|
8355 | "\n", | |
|
8356 | "mpl.figure.prototype.handle_resize = function(fig, msg) {\n", | |
|
8357 | " var size = msg['size'];\n", | |
|
8358 | " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n", | |
|
8359 | " fig._resize_canvas(size[0], size[1]);\n", | |
|
8360 | " fig.send_message(\"refresh\", {});\n", | |
|
8361 | " };\n", | |
|
8362 | "}\n", | |
|
8363 | "\n", | |
|
8364 | "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n", | |
|
8365 | " var x0 = msg['x0'] / mpl.ratio;\n", | |
|
8366 | " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n", | |
|
8367 | " var x1 = msg['x1'] / mpl.ratio;\n", | |
|
8368 | " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n", | |
|
8369 | " x0 = Math.floor(x0) + 0.5;\n", | |
|
8370 | " y0 = Math.floor(y0) + 0.5;\n", | |
|
8371 | " x1 = Math.floor(x1) + 0.5;\n", | |
|
8372 | " y1 = Math.floor(y1) + 0.5;\n", | |
|
8373 | " var min_x = Math.min(x0, x1);\n", | |
|
8374 | " var min_y = Math.min(y0, y1);\n", | |
|
8375 | " var width = Math.abs(x1 - x0);\n", | |
|
8376 | " var height = Math.abs(y1 - y0);\n", | |
|
8377 | "\n", | |
|
8378 | " fig.rubberband_context.clearRect(\n", | |
|
8379 | " 0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
8380 | "\n", | |
|
8381 | " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", | |
|
8382 | "}\n", | |
|
8383 | "\n", | |
|
8384 | "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n", | |
|
8385 | " // Updates the figure title.\n", | |
|
8386 | " fig.header.textContent = msg['label'];\n", | |
|
8387 | "}\n", | |
|
8388 | "\n", | |
|
8389 | "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n", | |
|
8390 | " var cursor = msg['cursor'];\n", | |
|
8391 | " switch(cursor)\n", | |
|
8392 | " {\n", | |
|
8393 | " case 0:\n", | |
|
8394 | " cursor = 'pointer';\n", | |
|
8395 | " break;\n", | |
|
8396 | " case 1:\n", | |
|
8397 | " cursor = 'default';\n", | |
|
8398 | " break;\n", | |
|
8399 | " case 2:\n", | |
|
8400 | " cursor = 'crosshair';\n", | |
|
8401 | " break;\n", | |
|
8402 | " case 3:\n", | |
|
8403 | " cursor = 'move';\n", | |
|
8404 | " break;\n", | |
|
8405 | " }\n", | |
|
8406 | " fig.rubberband_canvas.style.cursor = cursor;\n", | |
|
8407 | "}\n", | |
|
8408 | "\n", | |
|
8409 | "mpl.figure.prototype.handle_message = function(fig, msg) {\n", | |
|
8410 | " fig.message.textContent = msg['message'];\n", | |
|
8411 | "}\n", | |
|
8412 | "\n", | |
|
8413 | "mpl.figure.prototype.handle_draw = function(fig, msg) {\n", | |
|
8414 | " // Request the server to send over a new figure.\n", | |
|
8415 | " fig.send_draw_message();\n", | |
|
8416 | "}\n", | |
|
8417 | "\n", | |
|
8418 | "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n", | |
|
8419 | " fig.image_mode = msg['mode'];\n", | |
|
8420 | "}\n", | |
|
8421 | "\n", | |
|
8422 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
8423 | " // Called whenever the canvas gets updated.\n", | |
|
8424 | " this.send_message(\"ack\", {});\n", | |
|
8425 | "}\n", | |
|
8426 | "\n", | |
|
8427 | "// A function to construct a web socket function for onmessage handling.\n", | |
|
8428 | "// Called in the figure constructor.\n", | |
|
8429 | "mpl.figure.prototype._make_on_message_function = function(fig) {\n", | |
|
8430 | " return function socket_on_message(evt) {\n", | |
|
8431 | " if (evt.data instanceof Blob) {\n", | |
|
8432 | " /* FIXME: We get \"Resource interpreted as Image but\n", | |
|
8433 | " * transferred with MIME type text/plain:\" errors on\n", | |
|
8434 | " * Chrome. But how to set the MIME type? It doesn't seem\n", | |
|
8435 | " * to be part of the websocket stream */\n", | |
|
8436 | " evt.data.type = \"image/png\";\n", | |
|
8437 | "\n", | |
|
8438 | " /* Free the memory for the previous frames */\n", | |
|
8439 | " if (fig.imageObj.src) {\n", | |
|
8440 | " (window.URL || window.webkitURL).revokeObjectURL(\n", | |
|
8441 | " fig.imageObj.src);\n", | |
|
8442 | " }\n", | |
|
8443 | "\n", | |
|
8444 | " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", | |
|
8445 | " evt.data);\n", | |
|
8446 | " fig.updated_canvas_event();\n", | |
|
8447 | " fig.waiting = false;\n", | |
|
8448 | " return;\n", | |
|
8449 | " }\n", | |
|
8450 | " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n", | |
|
8451 | " fig.imageObj.src = evt.data;\n", | |
|
8452 | " fig.updated_canvas_event();\n", | |
|
8453 | " fig.waiting = false;\n", | |
|
8454 | " return;\n", | |
|
8455 | " }\n", | |
|
8456 | "\n", | |
|
8457 | " var msg = JSON.parse(evt.data);\n", | |
|
8458 | " var msg_type = msg['type'];\n", | |
|
8459 | "\n", | |
|
8460 | " // Call the \"handle_{type}\" callback, which takes\n", | |
|
8461 | " // the figure and JSON message as its only arguments.\n", | |
|
8462 | " try {\n", | |
|
8463 | " var callback = fig[\"handle_\" + msg_type];\n", | |
|
8464 | " } catch (e) {\n", | |
|
8465 | " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n", | |
|
8466 | " return;\n", | |
|
8467 | " }\n", | |
|
8468 | "\n", | |
|
8469 | " if (callback) {\n", | |
|
8470 | " try {\n", | |
|
8471 | " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", | |
|
8472 | " callback(fig, msg);\n", | |
|
8473 | " } catch (e) {\n", | |
|
8474 | " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n", | |
|
8475 | " }\n", | |
|
8476 | " }\n", | |
|
8477 | " };\n", | |
|
8478 | "}\n", | |
|
8479 | "\n", | |
|
8480 | "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", | |
|
8481 | "mpl.findpos = function(e) {\n", | |
|
8482 | " //this section is from http://www.quirksmode.org/js/events_properties.html\n", | |
|
8483 | " var targ;\n", | |
|
8484 | " if (!e)\n", | |
|
8485 | " e = window.event;\n", | |
|
8486 | " if (e.target)\n", | |
|
8487 | " targ = e.target;\n", | |
|
8488 | " else if (e.srcElement)\n", | |
|
8489 | " targ = e.srcElement;\n", | |
|
8490 | " if (targ.nodeType == 3) // defeat Safari bug\n", | |
|
8491 | " targ = targ.parentNode;\n", | |
|
8492 | "\n", | |
|
8493 | " // jQuery normalizes the pageX and pageY\n", | |
|
8494 | " // pageX,Y are the mouse positions relative to the document\n", | |
|
8495 | " // offset() returns the position of the element relative to the document\n", | |
|
8496 | " var x = e.pageX - $(targ).offset().left;\n", | |
|
8497 | " var y = e.pageY - $(targ).offset().top;\n", | |
|
8498 | "\n", | |
|
8499 | " return {\"x\": x, \"y\": y};\n", | |
|
8500 | "};\n", | |
|
8501 | "\n", | |
|
8502 | "/*\n", | |
|
8503 | " * return a copy of an object with only non-object keys\n", | |
|
8504 | " * we need this to avoid circular references\n", | |
|
8505 | " * http://stackoverflow.com/a/24161582/3208463\n", | |
|
8506 | " */\n", | |
|
8507 | "function simpleKeys (original) {\n", | |
|
8508 | " return Object.keys(original).reduce(function (obj, key) {\n", | |
|
8509 | " if (typeof original[key] !== 'object')\n", | |
|
8510 | " obj[key] = original[key]\n", | |
|
8511 | " return obj;\n", | |
|
8512 | " }, {});\n", | |
|
8513 | "}\n", | |
|
8514 | "\n", | |
|
8515 | "mpl.figure.prototype.mouse_event = function(event, name) {\n", | |
|
8516 | " var canvas_pos = mpl.findpos(event)\n", | |
|
8517 | "\n", | |
|
8518 | " if (name === 'button_press')\n", | |
|
8519 | " {\n", | |
|
8520 | " this.canvas.focus();\n", | |
|
8521 | " this.canvas_div.focus();\n", | |
|
8522 | " }\n", | |
|
8523 | "\n", | |
|
8524 | " var x = canvas_pos.x * mpl.ratio;\n", | |
|
8525 | " var y = canvas_pos.y * mpl.ratio;\n", | |
|
8526 | "\n", | |
|
8527 | " this.send_message(name, {x: x, y: y, button: event.button,\n", | |
|
8528 | " step: event.step,\n", | |
|
8529 | " guiEvent: simpleKeys(event)});\n", | |
|
8530 | "\n", | |
|
8531 | " /* This prevents the web browser from automatically changing to\n", | |
|
8532 | " * the text insertion cursor when the button is pressed. We want\n", | |
|
8533 | " * to control all of the cursor setting manually through the\n", | |
|
8534 | " * 'cursor' event from matplotlib */\n", | |
|
8535 | " event.preventDefault();\n", | |
|
8536 | " return false;\n", | |
|
8537 | "}\n", | |
|
8538 | "\n", | |
|
8539 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
8540 | " // Handle any extra behaviour associated with a key event\n", | |
|
8541 | "}\n", | |
|
8542 | "\n", | |
|
8543 | "mpl.figure.prototype.key_event = function(event, name) {\n", | |
|
8544 | "\n", | |
|
8545 | " // Prevent repeat events\n", | |
|
8546 | " if (name == 'key_press')\n", | |
|
8547 | " {\n", | |
|
8548 | " if (event.which === this._key)\n", | |
|
8549 | " return;\n", | |
|
8550 | " else\n", | |
|
8551 | " this._key = event.which;\n", | |
|
8552 | " }\n", | |
|
8553 | " if (name == 'key_release')\n", | |
|
8554 | " this._key = null;\n", | |
|
8555 | "\n", | |
|
8556 | " var value = '';\n", | |
|
8557 | " if (event.ctrlKey && event.which != 17)\n", | |
|
8558 | " value += \"ctrl+\";\n", | |
|
8559 | " if (event.altKey && event.which != 18)\n", | |
|
8560 | " value += \"alt+\";\n", | |
|
8561 | " if (event.shiftKey && event.which != 16)\n", | |
|
8562 | " value += \"shift+\";\n", | |
|
8563 | "\n", | |
|
8564 | " value += 'k';\n", | |
|
8565 | " value += event.which.toString();\n", | |
|
8566 | "\n", | |
|
8567 | " this._key_event_extra(event, name);\n", | |
|
8568 | "\n", | |
|
8569 | " this.send_message(name, {key: value,\n", | |
|
8570 | " guiEvent: simpleKeys(event)});\n", | |
|
8571 | " return false;\n", | |
|
8572 | "}\n", | |
|
8573 | "\n", | |
|
8574 | "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n", | |
|
8575 | " if (name == 'download') {\n", | |
|
8576 | " this.handle_save(this, null);\n", | |
|
8577 | " } else {\n", | |
|
8578 | " this.send_message(\"toolbar_button\", {name: name});\n", | |
|
8579 | " }\n", | |
|
8580 | "};\n", | |
|
8581 | "\n", | |
|
8582 | "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n", | |
|
8583 | " this.message.textContent = tooltip;\n", | |
|
8584 | "};\n", | |
|
8585 | "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", | |
|
8586 | "\n", | |
|
8587 | "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", | |
|
8588 | "\n", | |
|
8589 | "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", | |
|
8590 | " // Create a \"websocket\"-like object which calls the given IPython comm\n", | |
|
8591 | " // object with the appropriate methods. Currently this is a non binary\n", | |
|
8592 | " // socket, so there is still some room for performance tuning.\n", | |
|
8593 | " var ws = {};\n", | |
|
8594 | "\n", | |
|
8595 | " ws.close = function() {\n", | |
|
8596 | " comm.close()\n", | |
|
8597 | " };\n", | |
|
8598 | " ws.send = function(m) {\n", | |
|
8599 | " //console.log('sending', m);\n", | |
|
8600 | " comm.send(m);\n", | |
|
8601 | " };\n", | |
|
8602 | " // Register the callback with on_msg.\n", | |
|
8603 | " comm.on_msg(function(msg) {\n", | |
|
8604 | " //console.log('receiving', msg['content']['data'], msg);\n", | |
|
8605 | " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", | |
|
8606 | " ws.onmessage(msg['content']['data'])\n", | |
|
8607 | " });\n", | |
|
8608 | " return ws;\n", | |
|
8609 | "}\n", | |
|
8610 | "\n", | |
|
8611 | "mpl.mpl_figure_comm = function(comm, msg) {\n", | |
|
8612 | " // This is the function which gets called when the mpl process\n", | |
|
8613 | " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", | |
|
8614 | "\n", | |
|
8615 | " var id = msg.content.data.id;\n", | |
|
8616 | " // Get hold of the div created by the display call when the Comm\n", | |
|
8617 | " // socket was opened in Python.\n", | |
|
8618 | " var element = $(\"#\" + id);\n", | |
|
8619 | " var ws_proxy = comm_websocket_adapter(comm)\n", | |
|
8620 | "\n", | |
|
8621 | " function ondownload(figure, format) {\n", | |
|
8622 | " window.open(figure.imageObj.src);\n", | |
|
8623 | " }\n", | |
|
8624 | "\n", | |
|
8625 | " var fig = new mpl.figure(id, ws_proxy,\n", | |
|
8626 | " ondownload,\n", | |
|
8627 | " element.get(0));\n", | |
|
8628 | "\n", | |
|
8629 | " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", | |
|
8630 | " // web socket which is closed, not our websocket->open comm proxy.\n", | |
|
8631 | " ws_proxy.onopen();\n", | |
|
8632 | "\n", | |
|
8633 | " fig.parent_element = element.get(0);\n", | |
|
8634 | " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", | |
|
8635 | " if (!fig.cell_info) {\n", | |
|
8636 | " console.error(\"Failed to find cell for figure\", id, fig);\n", | |
|
8637 | " return;\n", | |
|
8638 | " }\n", | |
|
8639 | "\n", | |
|
8640 | " var output_index = fig.cell_info[2]\n", | |
|
8641 | " var cell = fig.cell_info[0];\n", | |
|
8642 | "\n", | |
|
8643 | "};\n", | |
|
8644 | "\n", | |
|
8645 | "mpl.figure.prototype.handle_close = function(fig, msg) {\n", | |
|
8646 | " var width = fig.canvas.width/mpl.ratio\n", | |
|
8647 | " fig.root.unbind('remove')\n", | |
|
8648 | "\n", | |
|
8649 | " // Update the output cell to use the data from the current canvas.\n", | |
|
8650 | " fig.push_to_output();\n", | |
|
8651 | " var dataURL = fig.canvas.toDataURL();\n", | |
|
8652 | " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", | |
|
8653 | " // the notebook keyboard shortcuts fail.\n", | |
|
8654 | " IPython.keyboard_manager.enable()\n", | |
|
8655 | " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n", | |
|
8656 | " fig.close_ws(fig, msg);\n", | |
|
8657 | "}\n", | |
|
8658 | "\n", | |
|
8659 | "mpl.figure.prototype.close_ws = function(fig, msg){\n", | |
|
8660 | " fig.send_message('closing', msg);\n", | |
|
8661 | " // fig.ws.close()\n", | |
|
8662 | "}\n", | |
|
8663 | "\n", | |
|
8664 | "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n", | |
|
8665 | " // Turn the data on the canvas into data in the output cell.\n", | |
|
8666 | " var width = this.canvas.width/mpl.ratio\n", | |
|
8667 | " var dataURL = this.canvas.toDataURL();\n", | |
|
8668 | " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", | |
|
8669 | "}\n", | |
|
8670 | "\n", | |
|
8671 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
8672 | " // Tell IPython that the notebook contents must change.\n", | |
|
8673 | " IPython.notebook.set_dirty(true);\n", | |
|
8674 | " this.send_message(\"ack\", {});\n", | |
|
8675 | " var fig = this;\n", | |
|
8676 | " // Wait a second, then push the new image to the DOM so\n", | |
|
8677 | " // that it is saved nicely (might be nice to debounce this).\n", | |
|
8678 | " setTimeout(function () { fig.push_to_output() }, 1000);\n", | |
|
8679 | "}\n", | |
|
8680 | "\n", | |
|
8681 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
8682 | " var fig = this;\n", | |
|
8683 | "\n", | |
|
8684 | " var nav_element = $('<div/>')\n", | |
|
8685 | " nav_element.attr('style', 'width: 100%');\n", | |
|
8686 | " this.root.append(nav_element);\n", | |
|
8687 | "\n", | |
|
8688 | " // Define a callback function for later on.\n", | |
|
8689 | " function toolbar_event(event) {\n", | |
|
8690 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
8691 | " }\n", | |
|
8692 | " function toolbar_mouse_event(event) {\n", | |
|
8693 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
8694 | " }\n", | |
|
8695 | "\n", | |
|
8696 | " for(var toolbar_ind in mpl.toolbar_items){\n", | |
|
8697 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
8698 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
8699 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
8700 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
8701 | "\n", | |
|
8702 | " if (!name) { continue; };\n", | |
|
8703 | "\n", | |
|
8704 | " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n", | |
|
8705 | " button.click(method_name, toolbar_event);\n", | |
|
8706 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
8707 | " nav_element.append(button);\n", | |
|
8708 | " }\n", | |
|
8709 | "\n", | |
|
8710 | " // Add the status bar.\n", | |
|
8711 | " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n", | |
|
8712 | " nav_element.append(status_bar);\n", | |
|
8713 | " this.message = status_bar[0];\n", | |
|
8714 | "\n", | |
|
8715 | " // Add the close button to the window.\n", | |
|
8716 | " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n", | |
|
8717 | " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n", | |
|
8718 | " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", | |
|
8719 | " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", | |
|
8720 | " buttongrp.append(button);\n", | |
|
8721 | " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", | |
|
8722 | " titlebar.prepend(buttongrp);\n", | |
|
8723 | "}\n", | |
|
8724 | "\n", | |
|
8725 | "mpl.figure.prototype._root_extra_style = function(el){\n", | |
|
8726 | " var fig = this\n", | |
|
8727 | " el.on(\"remove\", function(){\n", | |
|
8728 | "\tfig.close_ws(fig, {});\n", | |
|
8729 | " });\n", | |
|
8730 | "}\n", | |
|
8731 | "\n", | |
|
8732 | "mpl.figure.prototype._canvas_extra_style = function(el){\n", | |
|
8733 | " // this is important to make the div 'focusable\n", | |
|
8734 | " el.attr('tabindex', 0)\n", | |
|
8735 | " // reach out to IPython and tell the keyboard manager to turn it's self\n", | |
|
8736 | " // off when our div gets focus\n", | |
|
8737 | "\n", | |
|
8738 | " // location in version 3\n", | |
|
8739 | " if (IPython.notebook.keyboard_manager) {\n", | |
|
8740 | " IPython.notebook.keyboard_manager.register_events(el);\n", | |
|
8741 | " }\n", | |
|
8742 | " else {\n", | |
|
8743 | " // location in version 2\n", | |
|
8744 | " IPython.keyboard_manager.register_events(el);\n", | |
|
8745 | " }\n", | |
|
8746 | "\n", | |
|
8747 | "}\n", | |
|
8748 | "\n", | |
|
8749 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
8750 | " var manager = IPython.notebook.keyboard_manager;\n", | |
|
8751 | " if (!manager)\n", | |
|
8752 | " manager = IPython.keyboard_manager;\n", | |
|
8753 | "\n", | |
|
8754 | " // Check for shift+enter\n", | |
|
8755 | " if (event.shiftKey && event.which == 13) {\n", | |
|
8756 | " this.canvas_div.blur();\n", | |
|
8757 | " event.shiftKey = false;\n", | |
|
8758 | " // Send a \"J\" for go to next cell\n", | |
|
8759 | " event.which = 74;\n", | |
|
8760 | " event.keyCode = 74;\n", | |
|
8761 | " manager.command_mode();\n", | |
|
8762 | " manager.handle_keydown(event);\n", | |
|
8763 | " }\n", | |
|
8764 | "}\n", | |
|
8765 | "\n", | |
|
8766 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
8767 | " fig.ondownload(fig, null);\n", | |
|
8768 | "}\n", | |
|
8769 | "\n", | |
|
8770 | "\n", | |
|
8771 | "mpl.find_output_cell = function(html_output) {\n", | |
|
8772 | " // Return the cell and output element which can be found *uniquely* in the notebook.\n", | |
|
8773 | " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", | |
|
8774 | " // IPython event is triggered only after the cells have been serialised, which for\n", | |
|
8775 | " // our purposes (turning an active figure into a static one), is too late.\n", | |
|
8776 | " var cells = IPython.notebook.get_cells();\n", | |
|
8777 | " var ncells = cells.length;\n", | |
|
8778 | " for (var i=0; i<ncells; i++) {\n", | |
|
8779 | " var cell = cells[i];\n", | |
|
8780 | " if (cell.cell_type === 'code'){\n", | |
|
8781 | " for (var j=0; j<cell.output_area.outputs.length; j++) {\n", | |
|
8782 | " var data = cell.output_area.outputs[j];\n", | |
|
8783 | " if (data.data) {\n", | |
|
8784 | " // IPython >= 3 moved mimebundle to data attribute of output\n", | |
|
8785 | " data = data.data;\n", | |
|
8786 | " }\n", | |
|
8787 | " if (data['text/html'] == html_output) {\n", | |
|
8788 | " return [cell, data, j];\n", | |
|
8789 | " }\n", | |
|
8790 | " }\n", | |
|
8791 | " }\n", | |
|
8792 | " }\n", | |
|
8793 | "}\n", | |
|
8794 | "\n", | |
|
8795 | "// Register the function which deals with the matplotlib target/channel.\n", | |
|
8796 | "// The kernel may be null if the page has been refreshed.\n", | |
|
8797 | "if (IPython.notebook.kernel != null) {\n", | |
|
8798 | " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", | |
|
8799 | "}\n" | |
|
8800 | ], | |
|
8801 | "text/plain": [ | |
|
8802 | "<IPython.core.display.Javascript object>" | |
|
8803 | ] | |
|
8804 | }, | |
|
8805 | "metadata": {}, | |
|
8806 | "output_type": "display_data" | |
|
8807 | }, | |
|
8808 | { | |
|
8809 | "data": { | |
|
8810 | "text/html": [ | |
|
8811 | "<img 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\" width=\"900\">" | |
|
8812 | ], | |
|
8813 | "text/plain": [ | |
|
8814 | "<IPython.core.display.HTML object>" | |
|
8815 | ] | |
|
8816 | }, | |
|
8817 | "metadata": {}, | |
|
8818 | "output_type": "display_data" | |
|
8819 | }, | |
|
8820 | { | |
|
8821 | "data": { | |
|
8822 | "application/javascript": [ | |
|
8823 | "/* Put everything inside the global mpl namespace */\n", | |
|
8824 | "window.mpl = {};\n", | |
|
8825 | "\n", | |
|
8826 | "\n", | |
|
8827 | "mpl.get_websocket_type = function() {\n", | |
|
8828 | " if (typeof(WebSocket) !== 'undefined') {\n", | |
|
8829 | " return WebSocket;\n", | |
|
8830 | " } else if (typeof(MozWebSocket) !== 'undefined') {\n", | |
|
8831 | " return MozWebSocket;\n", | |
|
8832 | " } else {\n", | |
|
8833 | " alert('Your browser does not have WebSocket support.' +\n", | |
|
8834 | " 'Please try Chrome, Safari or Firefox β₯ 6. ' +\n", | |
|
8835 | " 'Firefox 4 and 5 are also supported but you ' +\n", | |
|
8836 | " 'have to enable WebSockets in about:config.');\n", | |
|
8837 | " };\n", | |
|
8838 | "}\n", | |
|
8839 | "\n", | |
|
8840 | "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", | |
|
8841 | " this.id = figure_id;\n", | |
|
8842 | "\n", | |
|
8843 | " this.ws = websocket;\n", | |
|
8844 | "\n", | |
|
8845 | " this.supports_binary = (this.ws.binaryType != undefined);\n", | |
|
8846 | "\n", | |
|
8847 | " if (!this.supports_binary) {\n", | |
|
8848 | " var warnings = document.getElementById(\"mpl-warnings\");\n", | |
|
8849 | " if (warnings) {\n", | |
|
8850 | " warnings.style.display = 'block';\n", | |
|
8851 | " warnings.textContent = (\n", | |
|
8852 | " \"This browser does not support binary websocket messages. \" +\n", | |
|
8853 | " \"Performance may be slow.\");\n", | |
|
8854 | " }\n", | |
|
8855 | " }\n", | |
|
8856 | "\n", | |
|
8857 | " this.imageObj = new Image();\n", | |
|
8858 | "\n", | |
|
8859 | " this.context = undefined;\n", | |
|
8860 | " this.message = undefined;\n", | |
|
8861 | " this.canvas = undefined;\n", | |
|
8862 | " this.rubberband_canvas = undefined;\n", | |
|
8863 | " this.rubberband_context = undefined;\n", | |
|
8864 | " this.format_dropdown = undefined;\n", | |
|
8865 | "\n", | |
|
8866 | " this.image_mode = 'full';\n", | |
|
8867 | "\n", | |
|
8868 | " this.root = $('<div/>');\n", | |
|
8869 | " this._root_extra_style(this.root)\n", | |
|
8870 | " this.root.attr('style', 'display: inline-block');\n", | |
|
8871 | "\n", | |
|
8872 | " $(parent_element).append(this.root);\n", | |
|
8873 | "\n", | |
|
8874 | " this._init_header(this);\n", | |
|
8875 | " this._init_canvas(this);\n", | |
|
8876 | " this._init_toolbar(this);\n", | |
|
8877 | "\n", | |
|
8878 | " var fig = this;\n", | |
|
8879 | "\n", | |
|
8880 | " this.waiting = false;\n", | |
|
8881 | "\n", | |
|
8882 | " this.ws.onopen = function () {\n", | |
|
8883 | " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", | |
|
8884 | " fig.send_message(\"send_image_mode\", {});\n", | |
|
8885 | " if (mpl.ratio != 1) {\n", | |
|
8886 | " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", | |
|
8887 | " }\n", | |
|
8888 | " fig.send_message(\"refresh\", {});\n", | |
|
8889 | " }\n", | |
|
8890 | "\n", | |
|
8891 | " this.imageObj.onload = function() {\n", | |
|
8892 | " if (fig.image_mode == 'full') {\n", | |
|
8893 | " // Full images could contain transparency (where diff images\n", | |
|
8894 | " // almost always do), so we need to clear the canvas so that\n", | |
|
8895 | " // there is no ghosting.\n", | |
|
8896 | " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
8897 | " }\n", | |
|
8898 | " fig.context.drawImage(fig.imageObj, 0, 0);\n", | |
|
8899 | " };\n", | |
|
8900 | "\n", | |
|
8901 | " this.imageObj.onunload = function() {\n", | |
|
8902 | " fig.ws.close();\n", | |
|
8903 | " }\n", | |
|
8904 | "\n", | |
|
8905 | " this.ws.onmessage = this._make_on_message_function(this);\n", | |
|
8906 | "\n", | |
|
8907 | " this.ondownload = ondownload;\n", | |
|
8908 | "}\n", | |
|
8909 | "\n", | |
|
8910 | "mpl.figure.prototype._init_header = function() {\n", | |
|
8911 | " var titlebar = $(\n", | |
|
8912 | " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n", | |
|
8913 | " 'ui-helper-clearfix\"/>');\n", | |
|
8914 | " var titletext = $(\n", | |
|
8915 | " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n", | |
|
8916 | " 'text-align: center; padding: 3px;\"/>');\n", | |
|
8917 | " titlebar.append(titletext)\n", | |
|
8918 | " this.root.append(titlebar);\n", | |
|
8919 | " this.header = titletext[0];\n", | |
|
8920 | "}\n", | |
|
8921 | "\n", | |
|
8922 | "\n", | |
|
8923 | "\n", | |
|
8924 | "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", | |
|
8925 | "\n", | |
|
8926 | "}\n", | |
|
8927 | "\n", | |
|
8928 | "\n", | |
|
8929 | "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", | |
|
8930 | "\n", | |
|
8931 | "}\n", | |
|
8932 | "\n", | |
|
8933 | "mpl.figure.prototype._init_canvas = function() {\n", | |
|
8934 | " var fig = this;\n", | |
|
8935 | "\n", | |
|
8936 | " var canvas_div = $('<div/>');\n", | |
|
8937 | "\n", | |
|
8938 | " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", | |
|
8939 | "\n", | |
|
8940 | " function canvas_keyboard_event(event) {\n", | |
|
8941 | " return fig.key_event(event, event['data']);\n", | |
|
8942 | " }\n", | |
|
8943 | "\n", | |
|
8944 | " canvas_div.keydown('key_press', canvas_keyboard_event);\n", | |
|
8945 | " canvas_div.keyup('key_release', canvas_keyboard_event);\n", | |
|
8946 | " this.canvas_div = canvas_div\n", | |
|
8947 | " this._canvas_extra_style(canvas_div)\n", | |
|
8948 | " this.root.append(canvas_div);\n", | |
|
8949 | "\n", | |
|
8950 | " var canvas = $('<canvas/>');\n", | |
|
8951 | " canvas.addClass('mpl-canvas');\n", | |
|
8952 | " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", | |
|
8953 | "\n", | |
|
8954 | " this.canvas = canvas[0];\n", | |
|
8955 | " this.context = canvas[0].getContext(\"2d\");\n", | |
|
8956 | "\n", | |
|
8957 | " var backingStore = this.context.backingStorePixelRatio ||\n", | |
|
8958 | "\tthis.context.webkitBackingStorePixelRatio ||\n", | |
|
8959 | "\tthis.context.mozBackingStorePixelRatio ||\n", | |
|
8960 | "\tthis.context.msBackingStorePixelRatio ||\n", | |
|
8961 | "\tthis.context.oBackingStorePixelRatio ||\n", | |
|
8962 | "\tthis.context.backingStorePixelRatio || 1;\n", | |
|
8963 | "\n", | |
|
8964 | " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", | |
|
8965 | "\n", | |
|
8966 | " var rubberband = $('<canvas/>');\n", | |
|
8967 | " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", | |
|
8968 | "\n", | |
|
8969 | " var pass_mouse_events = true;\n", | |
|
8970 | "\n", | |
|
8971 | " canvas_div.resizable({\n", | |
|
8972 | " start: function(event, ui) {\n", | |
|
8973 | " pass_mouse_events = false;\n", | |
|
8974 | " },\n", | |
|
8975 | " resize: function(event, ui) {\n", | |
|
8976 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
8977 | " },\n", | |
|
8978 | " stop: function(event, ui) {\n", | |
|
8979 | " pass_mouse_events = true;\n", | |
|
8980 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
8981 | " },\n", | |
|
8982 | " });\n", | |
|
8983 | "\n", | |
|
8984 | " function mouse_event_fn(event) {\n", | |
|
8985 | " if (pass_mouse_events)\n", | |
|
8986 | " return fig.mouse_event(event, event['data']);\n", | |
|
8987 | " }\n", | |
|
8988 | "\n", | |
|
8989 | " rubberband.mousedown('button_press', mouse_event_fn);\n", | |
|
8990 | " rubberband.mouseup('button_release', mouse_event_fn);\n", | |
|
8991 | " // Throttle sequential mouse events to 1 every 20ms.\n", | |
|
8992 | " rubberband.mousemove('motion_notify', mouse_event_fn);\n", | |
|
8993 | "\n", | |
|
8994 | " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", | |
|
8995 | " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", | |
|
8996 | "\n", | |
|
8997 | " canvas_div.on(\"wheel\", function (event) {\n", | |
|
8998 | " event = event.originalEvent;\n", | |
|
8999 | " event['data'] = 'scroll'\n", | |
|
9000 | " if (event.deltaY < 0) {\n", | |
|
9001 | " event.step = 1;\n", | |
|
9002 | " } else {\n", | |
|
9003 | " event.step = -1;\n", | |
|
9004 | " }\n", | |
|
9005 | " mouse_event_fn(event);\n", | |
|
9006 | " });\n", | |
|
9007 | "\n", | |
|
9008 | " canvas_div.append(canvas);\n", | |
|
9009 | " canvas_div.append(rubberband);\n", | |
|
9010 | "\n", | |
|
9011 | " this.rubberband = rubberband;\n", | |
|
9012 | " this.rubberband_canvas = rubberband[0];\n", | |
|
9013 | " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", | |
|
9014 | " this.rubberband_context.strokeStyle = \"#000000\";\n", | |
|
9015 | "\n", | |
|
9016 | " this._resize_canvas = function(width, height) {\n", | |
|
9017 | " // Keep the size of the canvas, canvas container, and rubber band\n", | |
|
9018 | " // canvas in synch.\n", | |
|
9019 | " canvas_div.css('width', width)\n", | |
|
9020 | " canvas_div.css('height', height)\n", | |
|
9021 | "\n", | |
|
9022 | " canvas.attr('width', width * mpl.ratio);\n", | |
|
9023 | " canvas.attr('height', height * mpl.ratio);\n", | |
|
9024 | " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", | |
|
9025 | "\n", | |
|
9026 | " rubberband.attr('width', width);\n", | |
|
9027 | " rubberband.attr('height', height);\n", | |
|
9028 | " }\n", | |
|
9029 | "\n", | |
|
9030 | " // Set the figure to an initial 600x600px, this will subsequently be updated\n", | |
|
9031 | " // upon first draw.\n", | |
|
9032 | " this._resize_canvas(600, 600);\n", | |
|
9033 | "\n", | |
|
9034 | " // Disable right mouse context menu.\n", | |
|
9035 | " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", | |
|
9036 | " return false;\n", | |
|
9037 | " });\n", | |
|
9038 | "\n", | |
|
9039 | " function set_focus () {\n", | |
|
9040 | " canvas.focus();\n", | |
|
9041 | " canvas_div.focus();\n", | |
|
9042 | " }\n", | |
|
9043 | "\n", | |
|
9044 | " window.setTimeout(set_focus, 100);\n", | |
|
9045 | "}\n", | |
|
9046 | "\n", | |
|
9047 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
9048 | " var fig = this;\n", | |
|
9049 | "\n", | |
|
9050 | " var nav_element = $('<div/>')\n", | |
|
9051 | " nav_element.attr('style', 'width: 100%');\n", | |
|
9052 | " this.root.append(nav_element);\n", | |
|
9053 | "\n", | |
|
9054 | " // Define a callback function for later on.\n", | |
|
9055 | " function toolbar_event(event) {\n", | |
|
9056 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
9057 | " }\n", | |
|
9058 | " function toolbar_mouse_event(event) {\n", | |
|
9059 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
9060 | " }\n", | |
|
9061 | "\n", | |
|
9062 | " for(var toolbar_ind in mpl.toolbar_items) {\n", | |
|
9063 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
9064 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
9065 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
9066 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
9067 | "\n", | |
|
9068 | " if (!name) {\n", | |
|
9069 | " // put a spacer in here.\n", | |
|
9070 | " continue;\n", | |
|
9071 | " }\n", | |
|
9072 | " var button = $('<button/>');\n", | |
|
9073 | " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n", | |
|
9074 | " 'ui-button-icon-only');\n", | |
|
9075 | " button.attr('role', 'button');\n", | |
|
9076 | " button.attr('aria-disabled', 'false');\n", | |
|
9077 | " button.click(method_name, toolbar_event);\n", | |
|
9078 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
9079 | "\n", | |
|
9080 | " var icon_img = $('<span/>');\n", | |
|
9081 | " icon_img.addClass('ui-button-icon-primary ui-icon');\n", | |
|
9082 | " icon_img.addClass(image);\n", | |
|
9083 | " icon_img.addClass('ui-corner-all');\n", | |
|
9084 | "\n", | |
|
9085 | " var tooltip_span = $('<span/>');\n", | |
|
9086 | " tooltip_span.addClass('ui-button-text');\n", | |
|
9087 | " tooltip_span.html(tooltip);\n", | |
|
9088 | "\n", | |
|
9089 | " button.append(icon_img);\n", | |
|
9090 | " button.append(tooltip_span);\n", | |
|
9091 | "\n", | |
|
9092 | " nav_element.append(button);\n", | |
|
9093 | " }\n", | |
|
9094 | "\n", | |
|
9095 | " var fmt_picker_span = $('<span/>');\n", | |
|
9096 | "\n", | |
|
9097 | " var fmt_picker = $('<select/>');\n", | |
|
9098 | " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n", | |
|
9099 | " fmt_picker_span.append(fmt_picker);\n", | |
|
9100 | " nav_element.append(fmt_picker_span);\n", | |
|
9101 | " this.format_dropdown = fmt_picker[0];\n", | |
|
9102 | "\n", | |
|
9103 | " for (var ind in mpl.extensions) {\n", | |
|
9104 | " var fmt = mpl.extensions[ind];\n", | |
|
9105 | " var option = $(\n", | |
|
9106 | " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n", | |
|
9107 | " fmt_picker.append(option)\n", | |
|
9108 | " }\n", | |
|
9109 | "\n", | |
|
9110 | " // Add hover states to the ui-buttons\n", | |
|
9111 | " $( \".ui-button\" ).hover(\n", | |
|
9112 | " function() { $(this).addClass(\"ui-state-hover\");},\n", | |
|
9113 | " function() { $(this).removeClass(\"ui-state-hover\");}\n", | |
|
9114 | " );\n", | |
|
9115 | "\n", | |
|
9116 | " var status_bar = $('<span class=\"mpl-message\"/>');\n", | |
|
9117 | " nav_element.append(status_bar);\n", | |
|
9118 | " this.message = status_bar[0];\n", | |
|
9119 | "}\n", | |
|
9120 | "\n", | |
|
9121 | "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n", | |
|
9122 | " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", | |
|
9123 | " // which will in turn request a refresh of the image.\n", | |
|
9124 | " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n", | |
|
9125 | "}\n", | |
|
9126 | "\n", | |
|
9127 | "mpl.figure.prototype.send_message = function(type, properties) {\n", | |
|
9128 | " properties['type'] = type;\n", | |
|
9129 | " properties['figure_id'] = this.id;\n", | |
|
9130 | " this.ws.send(JSON.stringify(properties));\n", | |
|
9131 | "}\n", | |
|
9132 | "\n", | |
|
9133 | "mpl.figure.prototype.send_draw_message = function() {\n", | |
|
9134 | " if (!this.waiting) {\n", | |
|
9135 | " this.waiting = true;\n", | |
|
9136 | " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n", | |
|
9137 | " }\n", | |
|
9138 | "}\n", | |
|
9139 | "\n", | |
|
9140 | "\n", | |
|
9141 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
9142 | " var format_dropdown = fig.format_dropdown;\n", | |
|
9143 | " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", | |
|
9144 | " fig.ondownload(fig, format);\n", | |
|
9145 | "}\n", | |
|
9146 | "\n", | |
|
9147 | "\n", | |
|
9148 | "mpl.figure.prototype.handle_resize = function(fig, msg) {\n", | |
|
9149 | " var size = msg['size'];\n", | |
|
9150 | " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n", | |
|
9151 | " fig._resize_canvas(size[0], size[1]);\n", | |
|
9152 | " fig.send_message(\"refresh\", {});\n", | |
|
9153 | " };\n", | |
|
9154 | "}\n", | |
|
9155 | "\n", | |
|
9156 | "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n", | |
|
9157 | " var x0 = msg['x0'] / mpl.ratio;\n", | |
|
9158 | " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n", | |
|
9159 | " var x1 = msg['x1'] / mpl.ratio;\n", | |
|
9160 | " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n", | |
|
9161 | " x0 = Math.floor(x0) + 0.5;\n", | |
|
9162 | " y0 = Math.floor(y0) + 0.5;\n", | |
|
9163 | " x1 = Math.floor(x1) + 0.5;\n", | |
|
9164 | " y1 = Math.floor(y1) + 0.5;\n", | |
|
9165 | " var min_x = Math.min(x0, x1);\n", | |
|
9166 | " var min_y = Math.min(y0, y1);\n", | |
|
9167 | " var width = Math.abs(x1 - x0);\n", | |
|
9168 | " var height = Math.abs(y1 - y0);\n", | |
|
9169 | "\n", | |
|
9170 | " fig.rubberband_context.clearRect(\n", | |
|
9171 | " 0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
9172 | "\n", | |
|
9173 | " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", | |
|
9174 | "}\n", | |
|
9175 | "\n", | |
|
9176 | "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n", | |
|
9177 | " // Updates the figure title.\n", | |
|
9178 | " fig.header.textContent = msg['label'];\n", | |
|
9179 | "}\n", | |
|
9180 | "\n", | |
|
9181 | "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n", | |
|
9182 | " var cursor = msg['cursor'];\n", | |
|
9183 | " switch(cursor)\n", | |
|
9184 | " {\n", | |
|
9185 | " case 0:\n", | |
|
9186 | " cursor = 'pointer';\n", | |
|
9187 | " break;\n", | |
|
9188 | " case 1:\n", | |
|
9189 | " cursor = 'default';\n", | |
|
9190 | " break;\n", | |
|
9191 | " case 2:\n", | |
|
9192 | " cursor = 'crosshair';\n", | |
|
9193 | " break;\n", | |
|
9194 | " case 3:\n", | |
|
9195 | " cursor = 'move';\n", | |
|
9196 | " break;\n", | |
|
9197 | " }\n", | |
|
9198 | " fig.rubberband_canvas.style.cursor = cursor;\n", | |
|
9199 | "}\n", | |
|
9200 | "\n", | |
|
9201 | "mpl.figure.prototype.handle_message = function(fig, msg) {\n", | |
|
9202 | " fig.message.textContent = msg['message'];\n", | |
|
9203 | "}\n", | |
|
9204 | "\n", | |
|
9205 | "mpl.figure.prototype.handle_draw = function(fig, msg) {\n", | |
|
9206 | " // Request the server to send over a new figure.\n", | |
|
9207 | " fig.send_draw_message();\n", | |
|
9208 | "}\n", | |
|
9209 | "\n", | |
|
9210 | "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n", | |
|
9211 | " fig.image_mode = msg['mode'];\n", | |
|
9212 | "}\n", | |
|
9213 | "\n", | |
|
9214 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
9215 | " // Called whenever the canvas gets updated.\n", | |
|
9216 | " this.send_message(\"ack\", {});\n", | |
|
9217 | "}\n", | |
|
9218 | "\n", | |
|
9219 | "// A function to construct a web socket function for onmessage handling.\n", | |
|
9220 | "// Called in the figure constructor.\n", | |
|
9221 | "mpl.figure.prototype._make_on_message_function = function(fig) {\n", | |
|
9222 | " return function socket_on_message(evt) {\n", | |
|
9223 | " if (evt.data instanceof Blob) {\n", | |
|
9224 | " /* FIXME: We get \"Resource interpreted as Image but\n", | |
|
9225 | " * transferred with MIME type text/plain:\" errors on\n", | |
|
9226 | " * Chrome. But how to set the MIME type? It doesn't seem\n", | |
|
9227 | " * to be part of the websocket stream */\n", | |
|
9228 | " evt.data.type = \"image/png\";\n", | |
|
9229 | "\n", | |
|
9230 | " /* Free the memory for the previous frames */\n", | |
|
9231 | " if (fig.imageObj.src) {\n", | |
|
9232 | " (window.URL || window.webkitURL).revokeObjectURL(\n", | |
|
9233 | " fig.imageObj.src);\n", | |
|
9234 | " }\n", | |
|
9235 | "\n", | |
|
9236 | " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", | |
|
9237 | " evt.data);\n", | |
|
9238 | " fig.updated_canvas_event();\n", | |
|
9239 | " fig.waiting = false;\n", | |
|
9240 | " return;\n", | |
|
9241 | " }\n", | |
|
9242 | " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n", | |
|
9243 | " fig.imageObj.src = evt.data;\n", | |
|
9244 | " fig.updated_canvas_event();\n", | |
|
9245 | " fig.waiting = false;\n", | |
|
9246 | " return;\n", | |
|
9247 | " }\n", | |
|
9248 | "\n", | |
|
9249 | " var msg = JSON.parse(evt.data);\n", | |
|
9250 | " var msg_type = msg['type'];\n", | |
|
9251 | "\n", | |
|
9252 | " // Call the \"handle_{type}\" callback, which takes\n", | |
|
9253 | " // the figure and JSON message as its only arguments.\n", | |
|
9254 | " try {\n", | |
|
9255 | " var callback = fig[\"handle_\" + msg_type];\n", | |
|
9256 | " } catch (e) {\n", | |
|
9257 | " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n", | |
|
9258 | " return;\n", | |
|
9259 | " }\n", | |
|
9260 | "\n", | |
|
9261 | " if (callback) {\n", | |
|
9262 | " try {\n", | |
|
9263 | " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", | |
|
9264 | " callback(fig, msg);\n", | |
|
9265 | " } catch (e) {\n", | |
|
9266 | " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n", | |
|
9267 | " }\n", | |
|
9268 | " }\n", | |
|
9269 | " };\n", | |
|
9270 | "}\n", | |
|
9271 | "\n", | |
|
9272 | "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", | |
|
9273 | "mpl.findpos = function(e) {\n", | |
|
9274 | " //this section is from http://www.quirksmode.org/js/events_properties.html\n", | |
|
9275 | " var targ;\n", | |
|
9276 | " if (!e)\n", | |
|
9277 | " e = window.event;\n", | |
|
9278 | " if (e.target)\n", | |
|
9279 | " targ = e.target;\n", | |
|
9280 | " else if (e.srcElement)\n", | |
|
9281 | " targ = e.srcElement;\n", | |
|
9282 | " if (targ.nodeType == 3) // defeat Safari bug\n", | |
|
9283 | " targ = targ.parentNode;\n", | |
|
9284 | "\n", | |
|
9285 | " // jQuery normalizes the pageX and pageY\n", | |
|
9286 | " // pageX,Y are the mouse positions relative to the document\n", | |
|
9287 | " // offset() returns the position of the element relative to the document\n", | |
|
9288 | " var x = e.pageX - $(targ).offset().left;\n", | |
|
9289 | " var y = e.pageY - $(targ).offset().top;\n", | |
|
9290 | "\n", | |
|
9291 | " return {\"x\": x, \"y\": y};\n", | |
|
9292 | "};\n", | |
|
9293 | "\n", | |
|
9294 | "/*\n", | |
|
9295 | " * return a copy of an object with only non-object keys\n", | |
|
9296 | " * we need this to avoid circular references\n", | |
|
9297 | " * http://stackoverflow.com/a/24161582/3208463\n", | |
|
9298 | " */\n", | |
|
9299 | "function simpleKeys (original) {\n", | |
|
9300 | " return Object.keys(original).reduce(function (obj, key) {\n", | |
|
9301 | " if (typeof original[key] !== 'object')\n", | |
|
9302 | " obj[key] = original[key]\n", | |
|
9303 | " return obj;\n", | |
|
9304 | " }, {});\n", | |
|
9305 | "}\n", | |
|
9306 | "\n", | |
|
9307 | "mpl.figure.prototype.mouse_event = function(event, name) {\n", | |
|
9308 | " var canvas_pos = mpl.findpos(event)\n", | |
|
9309 | "\n", | |
|
9310 | " if (name === 'button_press')\n", | |
|
9311 | " {\n", | |
|
9312 | " this.canvas.focus();\n", | |
|
9313 | " this.canvas_div.focus();\n", | |
|
9314 | " }\n", | |
|
9315 | "\n", | |
|
9316 | " var x = canvas_pos.x * mpl.ratio;\n", | |
|
9317 | " var y = canvas_pos.y * mpl.ratio;\n", | |
|
9318 | "\n", | |
|
9319 | " this.send_message(name, {x: x, y: y, button: event.button,\n", | |
|
9320 | " step: event.step,\n", | |
|
9321 | " guiEvent: simpleKeys(event)});\n", | |
|
9322 | "\n", | |
|
9323 | " /* This prevents the web browser from automatically changing to\n", | |
|
9324 | " * the text insertion cursor when the button is pressed. We want\n", | |
|
9325 | " * to control all of the cursor setting manually through the\n", | |
|
9326 | " * 'cursor' event from matplotlib */\n", | |
|
9327 | " event.preventDefault();\n", | |
|
9328 | " return false;\n", | |
|
9329 | "}\n", | |
|
9330 | "\n", | |
|
9331 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
9332 | " // Handle any extra behaviour associated with a key event\n", | |
|
9333 | "}\n", | |
|
9334 | "\n", | |
|
9335 | "mpl.figure.prototype.key_event = function(event, name) {\n", | |
|
9336 | "\n", | |
|
9337 | " // Prevent repeat events\n", | |
|
9338 | " if (name == 'key_press')\n", | |
|
9339 | " {\n", | |
|
9340 | " if (event.which === this._key)\n", | |
|
9341 | " return;\n", | |
|
9342 | " else\n", | |
|
9343 | " this._key = event.which;\n", | |
|
9344 | " }\n", | |
|
9345 | " if (name == 'key_release')\n", | |
|
9346 | " this._key = null;\n", | |
|
9347 | "\n", | |
|
9348 | " var value = '';\n", | |
|
9349 | " if (event.ctrlKey && event.which != 17)\n", | |
|
9350 | " value += \"ctrl+\";\n", | |
|
9351 | " if (event.altKey && event.which != 18)\n", | |
|
9352 | " value += \"alt+\";\n", | |
|
9353 | " if (event.shiftKey && event.which != 16)\n", | |
|
9354 | " value += \"shift+\";\n", | |
|
9355 | "\n", | |
|
9356 | " value += 'k';\n", | |
|
9357 | " value += event.which.toString();\n", | |
|
9358 | "\n", | |
|
9359 | " this._key_event_extra(event, name);\n", | |
|
9360 | "\n", | |
|
9361 | " this.send_message(name, {key: value,\n", | |
|
9362 | " guiEvent: simpleKeys(event)});\n", | |
|
9363 | " return false;\n", | |
|
9364 | "}\n", | |
|
9365 | "\n", | |
|
9366 | "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n", | |
|
9367 | " if (name == 'download') {\n", | |
|
9368 | " this.handle_save(this, null);\n", | |
|
9369 | " } else {\n", | |
|
9370 | " this.send_message(\"toolbar_button\", {name: name});\n", | |
|
9371 | " }\n", | |
|
9372 | "};\n", | |
|
9373 | "\n", | |
|
9374 | "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n", | |
|
9375 | " this.message.textContent = tooltip;\n", | |
|
9376 | "};\n", | |
|
9377 | "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", | |
|
9378 | "\n", | |
|
9379 | "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", | |
|
9380 | "\n", | |
|
9381 | "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", | |
|
9382 | " // Create a \"websocket\"-like object which calls the given IPython comm\n", | |
|
9383 | " // object with the appropriate methods. Currently this is a non binary\n", | |
|
9384 | " // socket, so there is still some room for performance tuning.\n", | |
|
9385 | " var ws = {};\n", | |
|
9386 | "\n", | |
|
9387 | " ws.close = function() {\n", | |
|
9388 | " comm.close()\n", | |
|
9389 | " };\n", | |
|
9390 | " ws.send = function(m) {\n", | |
|
9391 | " //console.log('sending', m);\n", | |
|
9392 | " comm.send(m);\n", | |
|
9393 | " };\n", | |
|
9394 | " // Register the callback with on_msg.\n", | |
|
9395 | " comm.on_msg(function(msg) {\n", | |
|
9396 | " //console.log('receiving', msg['content']['data'], msg);\n", | |
|
9397 | " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", | |
|
9398 | " ws.onmessage(msg['content']['data'])\n", | |
|
9399 | " });\n", | |
|
9400 | " return ws;\n", | |
|
9401 | "}\n", | |
|
9402 | "\n", | |
|
9403 | "mpl.mpl_figure_comm = function(comm, msg) {\n", | |
|
9404 | " // This is the function which gets called when the mpl process\n", | |
|
9405 | " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", | |
|
9406 | "\n", | |
|
9407 | " var id = msg.content.data.id;\n", | |
|
9408 | " // Get hold of the div created by the display call when the Comm\n", | |
|
9409 | " // socket was opened in Python.\n", | |
|
9410 | " var element = $(\"#\" + id);\n", | |
|
9411 | " var ws_proxy = comm_websocket_adapter(comm)\n", | |
|
9412 | "\n", | |
|
9413 | " function ondownload(figure, format) {\n", | |
|
9414 | " window.open(figure.imageObj.src);\n", | |
|
9415 | " }\n", | |
|
9416 | "\n", | |
|
9417 | " var fig = new mpl.figure(id, ws_proxy,\n", | |
|
9418 | " ondownload,\n", | |
|
9419 | " element.get(0));\n", | |
|
9420 | "\n", | |
|
9421 | " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", | |
|
9422 | " // web socket which is closed, not our websocket->open comm proxy.\n", | |
|
9423 | " ws_proxy.onopen();\n", | |
|
9424 | "\n", | |
|
9425 | " fig.parent_element = element.get(0);\n", | |
|
9426 | " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", | |
|
9427 | " if (!fig.cell_info) {\n", | |
|
9428 | " console.error(\"Failed to find cell for figure\", id, fig);\n", | |
|
9429 | " return;\n", | |
|
9430 | " }\n", | |
|
9431 | "\n", | |
|
9432 | " var output_index = fig.cell_info[2]\n", | |
|
9433 | " var cell = fig.cell_info[0];\n", | |
|
9434 | "\n", | |
|
9435 | "};\n", | |
|
9436 | "\n", | |
|
9437 | "mpl.figure.prototype.handle_close = function(fig, msg) {\n", | |
|
9438 | " var width = fig.canvas.width/mpl.ratio\n", | |
|
9439 | " fig.root.unbind('remove')\n", | |
|
9440 | "\n", | |
|
9441 | " // Update the output cell to use the data from the current canvas.\n", | |
|
9442 | " fig.push_to_output();\n", | |
|
9443 | " var dataURL = fig.canvas.toDataURL();\n", | |
|
9444 | " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", | |
|
9445 | " // the notebook keyboard shortcuts fail.\n", | |
|
9446 | " IPython.keyboard_manager.enable()\n", | |
|
9447 | " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n", | |
|
9448 | " fig.close_ws(fig, msg);\n", | |
|
9449 | "}\n", | |
|
9450 | "\n", | |
|
9451 | "mpl.figure.prototype.close_ws = function(fig, msg){\n", | |
|
9452 | " fig.send_message('closing', msg);\n", | |
|
9453 | " // fig.ws.close()\n", | |
|
9454 | "}\n", | |
|
9455 | "\n", | |
|
9456 | "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n", | |
|
9457 | " // Turn the data on the canvas into data in the output cell.\n", | |
|
9458 | " var width = this.canvas.width/mpl.ratio\n", | |
|
9459 | " var dataURL = this.canvas.toDataURL();\n", | |
|
9460 | " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", | |
|
9461 | "}\n", | |
|
9462 | "\n", | |
|
9463 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
9464 | " // Tell IPython that the notebook contents must change.\n", | |
|
9465 | " IPython.notebook.set_dirty(true);\n", | |
|
9466 | " this.send_message(\"ack\", {});\n", | |
|
9467 | " var fig = this;\n", | |
|
9468 | " // Wait a second, then push the new image to the DOM so\n", | |
|
9469 | " // that it is saved nicely (might be nice to debounce this).\n", | |
|
9470 | " setTimeout(function () { fig.push_to_output() }, 1000);\n", | |
|
9471 | "}\n", | |
|
9472 | "\n", | |
|
9473 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
9474 | " var fig = this;\n", | |
|
9475 | "\n", | |
|
9476 | " var nav_element = $('<div/>')\n", | |
|
9477 | " nav_element.attr('style', 'width: 100%');\n", | |
|
9478 | " this.root.append(nav_element);\n", | |
|
9479 | "\n", | |
|
9480 | " // Define a callback function for later on.\n", | |
|
9481 | " function toolbar_event(event) {\n", | |
|
9482 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
9483 | " }\n", | |
|
9484 | " function toolbar_mouse_event(event) {\n", | |
|
9485 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
9486 | " }\n", | |
|
9487 | "\n", | |
|
9488 | " for(var toolbar_ind in mpl.toolbar_items){\n", | |
|
9489 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
9490 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
9491 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
9492 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
9493 | "\n", | |
|
9494 | " if (!name) { continue; };\n", | |
|
9495 | "\n", | |
|
9496 | " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n", | |
|
9497 | " button.click(method_name, toolbar_event);\n", | |
|
9498 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
9499 | " nav_element.append(button);\n", | |
|
9500 | " }\n", | |
|
9501 | "\n", | |
|
9502 | " // Add the status bar.\n", | |
|
9503 | " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n", | |
|
9504 | " nav_element.append(status_bar);\n", | |
|
9505 | " this.message = status_bar[0];\n", | |
|
9506 | "\n", | |
|
9507 | " // Add the close button to the window.\n", | |
|
9508 | " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n", | |
|
9509 | " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n", | |
|
9510 | " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", | |
|
9511 | " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", | |
|
9512 | " buttongrp.append(button);\n", | |
|
9513 | " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", | |
|
9514 | " titlebar.prepend(buttongrp);\n", | |
|
9515 | "}\n", | |
|
9516 | "\n", | |
|
9517 | "mpl.figure.prototype._root_extra_style = function(el){\n", | |
|
9518 | " var fig = this\n", | |
|
9519 | " el.on(\"remove\", function(){\n", | |
|
9520 | "\tfig.close_ws(fig, {});\n", | |
|
9521 | " });\n", | |
|
9522 | "}\n", | |
|
9523 | "\n", | |
|
9524 | "mpl.figure.prototype._canvas_extra_style = function(el){\n", | |
|
9525 | " // this is important to make the div 'focusable\n", | |
|
9526 | " el.attr('tabindex', 0)\n", | |
|
9527 | " // reach out to IPython and tell the keyboard manager to turn it's self\n", | |
|
9528 | " // off when our div gets focus\n", | |
|
9529 | "\n", | |
|
9530 | " // location in version 3\n", | |
|
9531 | " if (IPython.notebook.keyboard_manager) {\n", | |
|
9532 | " IPython.notebook.keyboard_manager.register_events(el);\n", | |
|
9533 | " }\n", | |
|
9534 | " else {\n", | |
|
9535 | " // location in version 2\n", | |
|
9536 | " IPython.keyboard_manager.register_events(el);\n", | |
|
9537 | " }\n", | |
|
9538 | "\n", | |
|
9539 | "}\n", | |
|
9540 | "\n", | |
|
9541 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
9542 | " var manager = IPython.notebook.keyboard_manager;\n", | |
|
9543 | " if (!manager)\n", | |
|
9544 | " manager = IPython.keyboard_manager;\n", | |
|
9545 | "\n", | |
|
9546 | " // Check for shift+enter\n", | |
|
9547 | " if (event.shiftKey && event.which == 13) {\n", | |
|
9548 | " this.canvas_div.blur();\n", | |
|
9549 | " event.shiftKey = false;\n", | |
|
9550 | " // Send a \"J\" for go to next cell\n", | |
|
9551 | " event.which = 74;\n", | |
|
9552 | " event.keyCode = 74;\n", | |
|
9553 | " manager.command_mode();\n", | |
|
9554 | " manager.handle_keydown(event);\n", | |
|
9555 | " }\n", | |
|
9556 | "}\n", | |
|
9557 | "\n", | |
|
9558 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
9559 | " fig.ondownload(fig, null);\n", | |
|
9560 | "}\n", | |
|
9561 | "\n", | |
|
9562 | "\n", | |
|
9563 | "mpl.find_output_cell = function(html_output) {\n", | |
|
9564 | " // Return the cell and output element which can be found *uniquely* in the notebook.\n", | |
|
9565 | " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", | |
|
9566 | " // IPython event is triggered only after the cells have been serialised, which for\n", | |
|
9567 | " // our purposes (turning an active figure into a static one), is too late.\n", | |
|
9568 | " var cells = IPython.notebook.get_cells();\n", | |
|
9569 | " var ncells = cells.length;\n", | |
|
9570 | " for (var i=0; i<ncells; i++) {\n", | |
|
9571 | " var cell = cells[i];\n", | |
|
9572 | " if (cell.cell_type === 'code'){\n", | |
|
9573 | " for (var j=0; j<cell.output_area.outputs.length; j++) {\n", | |
|
9574 | " var data = cell.output_area.outputs[j];\n", | |
|
9575 | " if (data.data) {\n", | |
|
9576 | " // IPython >= 3 moved mimebundle to data attribute of output\n", | |
|
9577 | " data = data.data;\n", | |
|
9578 | " }\n", | |
|
9579 | " if (data['text/html'] == html_output) {\n", | |
|
9580 | " return [cell, data, j];\n", | |
|
9581 | " }\n", | |
|
9582 | " }\n", | |
|
9583 | " }\n", | |
|
9584 | " }\n", | |
|
9585 | "}\n", | |
|
9586 | "\n", | |
|
9587 | "// Register the function which deals with the matplotlib target/channel.\n", | |
|
9588 | "// The kernel may be null if the page has been refreshed.\n", | |
|
9589 | "if (IPython.notebook.kernel != null) {\n", | |
|
9590 | " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", | |
|
9591 | "}\n" | |
|
9592 | ], | |
|
9593 | "text/plain": [ | |
|
9594 | "<IPython.core.display.Javascript object>" | |
|
9595 | ] | |
|
9596 | }, | |
|
9597 | "metadata": {}, | |
|
9598 | "output_type": "display_data" | |
|
9599 | }, | |
|
9600 | { | |
|
9601 | "data": { | |
|
9602 | "text/html": [ | |
|
9603 | "<img 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width=\"900\">" | |
|
9604 | ], | |
|
9605 | "text/plain": [ | |
|
9606 | "<IPython.core.display.HTML object>" | |
|
9607 | ] | |
|
9608 | }, | |
|
9609 | "metadata": {}, | |
|
9610 | "output_type": "display_data" | |
|
9611 | }, | |
|
9612 | { | |
|
9613 | "data": { | |
|
9614 | "application/javascript": [ | |
|
9615 | "/* Put everything inside the global mpl namespace */\n", | |
|
9616 | "window.mpl = {};\n", | |
|
9617 | "\n", | |
|
9618 | "\n", | |
|
9619 | "mpl.get_websocket_type = function() {\n", | |
|
9620 | " if (typeof(WebSocket) !== 'undefined') {\n", | |
|
9621 | " return WebSocket;\n", | |
|
9622 | " } else if (typeof(MozWebSocket) !== 'undefined') {\n", | |
|
9623 | " return MozWebSocket;\n", | |
|
9624 | " } else {\n", | |
|
9625 | " alert('Your browser does not have WebSocket support.' +\n", | |
|
9626 | " 'Please try Chrome, Safari or Firefox β₯ 6. ' +\n", | |
|
9627 | " 'Firefox 4 and 5 are also supported but you ' +\n", | |
|
9628 | " 'have to enable WebSockets in about:config.');\n", | |
|
9629 | " };\n", | |
|
9630 | "}\n", | |
|
9631 | "\n", | |
|
9632 | "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", | |
|
9633 | " this.id = figure_id;\n", | |
|
9634 | "\n", | |
|
9635 | " this.ws = websocket;\n", | |
|
9636 | "\n", | |
|
9637 | " this.supports_binary = (this.ws.binaryType != undefined);\n", | |
|
9638 | "\n", | |
|
9639 | " if (!this.supports_binary) {\n", | |
|
9640 | " var warnings = document.getElementById(\"mpl-warnings\");\n", | |
|
9641 | " if (warnings) {\n", | |
|
9642 | " warnings.style.display = 'block';\n", | |
|
9643 | " warnings.textContent = (\n", | |
|
9644 | " \"This browser does not support binary websocket messages. \" +\n", | |
|
9645 | " \"Performance may be slow.\");\n", | |
|
9646 | " }\n", | |
|
9647 | " }\n", | |
|
9648 | "\n", | |
|
9649 | " this.imageObj = new Image();\n", | |
|
9650 | "\n", | |
|
9651 | " this.context = undefined;\n", | |
|
9652 | " this.message = undefined;\n", | |
|
9653 | " this.canvas = undefined;\n", | |
|
9654 | " this.rubberband_canvas = undefined;\n", | |
|
9655 | " this.rubberband_context = undefined;\n", | |
|
9656 | " this.format_dropdown = undefined;\n", | |
|
9657 | "\n", | |
|
9658 | " this.image_mode = 'full';\n", | |
|
9659 | "\n", | |
|
9660 | " this.root = $('<div/>');\n", | |
|
9661 | " this._root_extra_style(this.root)\n", | |
|
9662 | " this.root.attr('style', 'display: inline-block');\n", | |
|
9663 | "\n", | |
|
9664 | " $(parent_element).append(this.root);\n", | |
|
9665 | "\n", | |
|
9666 | " this._init_header(this);\n", | |
|
9667 | " this._init_canvas(this);\n", | |
|
9668 | " this._init_toolbar(this);\n", | |
|
9669 | "\n", | |
|
9670 | " var fig = this;\n", | |
|
9671 | "\n", | |
|
9672 | " this.waiting = false;\n", | |
|
9673 | "\n", | |
|
9674 | " this.ws.onopen = function () {\n", | |
|
9675 | " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", | |
|
9676 | " fig.send_message(\"send_image_mode\", {});\n", | |
|
9677 | " if (mpl.ratio != 1) {\n", | |
|
9678 | " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", | |
|
9679 | " }\n", | |
|
9680 | " fig.send_message(\"refresh\", {});\n", | |
|
9681 | " }\n", | |
|
9682 | "\n", | |
|
9683 | " this.imageObj.onload = function() {\n", | |
|
9684 | " if (fig.image_mode == 'full') {\n", | |
|
9685 | " // Full images could contain transparency (where diff images\n", | |
|
9686 | " // almost always do), so we need to clear the canvas so that\n", | |
|
9687 | " // there is no ghosting.\n", | |
|
9688 | " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
9689 | " }\n", | |
|
9690 | " fig.context.drawImage(fig.imageObj, 0, 0);\n", | |
|
9691 | " };\n", | |
|
9692 | "\n", | |
|
9693 | " this.imageObj.onunload = function() {\n", | |
|
9694 | " fig.ws.close();\n", | |
|
9695 | " }\n", | |
|
9696 | "\n", | |
|
9697 | " this.ws.onmessage = this._make_on_message_function(this);\n", | |
|
9698 | "\n", | |
|
9699 | " this.ondownload = ondownload;\n", | |
|
9700 | "}\n", | |
|
9701 | "\n", | |
|
9702 | "mpl.figure.prototype._init_header = function() {\n", | |
|
9703 | " var titlebar = $(\n", | |
|
9704 | " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n", | |
|
9705 | " 'ui-helper-clearfix\"/>');\n", | |
|
9706 | " var titletext = $(\n", | |
|
9707 | " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n", | |
|
9708 | " 'text-align: center; padding: 3px;\"/>');\n", | |
|
9709 | " titlebar.append(titletext)\n", | |
|
9710 | " this.root.append(titlebar);\n", | |
|
9711 | " this.header = titletext[0];\n", | |
|
9712 | "}\n", | |
|
9713 | "\n", | |
|
9714 | "\n", | |
|
9715 | "\n", | |
|
9716 | "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", | |
|
9717 | "\n", | |
|
9718 | "}\n", | |
|
9719 | "\n", | |
|
9720 | "\n", | |
|
9721 | "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", | |
|
9722 | "\n", | |
|
9723 | "}\n", | |
|
9724 | "\n", | |
|
9725 | "mpl.figure.prototype._init_canvas = function() {\n", | |
|
9726 | " var fig = this;\n", | |
|
9727 | "\n", | |
|
9728 | " var canvas_div = $('<div/>');\n", | |
|
9729 | "\n", | |
|
9730 | " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", | |
|
9731 | "\n", | |
|
9732 | " function canvas_keyboard_event(event) {\n", | |
|
9733 | " return fig.key_event(event, event['data']);\n", | |
|
9734 | " }\n", | |
|
9735 | "\n", | |
|
9736 | " canvas_div.keydown('key_press', canvas_keyboard_event);\n", | |
|
9737 | " canvas_div.keyup('key_release', canvas_keyboard_event);\n", | |
|
9738 | " this.canvas_div = canvas_div\n", | |
|
9739 | " this._canvas_extra_style(canvas_div)\n", | |
|
9740 | " this.root.append(canvas_div);\n", | |
|
9741 | "\n", | |
|
9742 | " var canvas = $('<canvas/>');\n", | |
|
9743 | " canvas.addClass('mpl-canvas');\n", | |
|
9744 | " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", | |
|
9745 | "\n", | |
|
9746 | " this.canvas = canvas[0];\n", | |
|
9747 | " this.context = canvas[0].getContext(\"2d\");\n", | |
|
9748 | "\n", | |
|
9749 | " var backingStore = this.context.backingStorePixelRatio ||\n", | |
|
9750 | "\tthis.context.webkitBackingStorePixelRatio ||\n", | |
|
9751 | "\tthis.context.mozBackingStorePixelRatio ||\n", | |
|
9752 | "\tthis.context.msBackingStorePixelRatio ||\n", | |
|
9753 | "\tthis.context.oBackingStorePixelRatio ||\n", | |
|
9754 | "\tthis.context.backingStorePixelRatio || 1;\n", | |
|
9755 | "\n", | |
|
9756 | " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", | |
|
9757 | "\n", | |
|
9758 | " var rubberband = $('<canvas/>');\n", | |
|
9759 | " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", | |
|
9760 | "\n", | |
|
9761 | " var pass_mouse_events = true;\n", | |
|
9762 | "\n", | |
|
9763 | " canvas_div.resizable({\n", | |
|
9764 | " start: function(event, ui) {\n", | |
|
9765 | " pass_mouse_events = false;\n", | |
|
9766 | " },\n", | |
|
9767 | " resize: function(event, ui) {\n", | |
|
9768 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
9769 | " },\n", | |
|
9770 | " stop: function(event, ui) {\n", | |
|
9771 | " pass_mouse_events = true;\n", | |
|
9772 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
9773 | " },\n", | |
|
9774 | " });\n", | |
|
9775 | "\n", | |
|
9776 | " function mouse_event_fn(event) {\n", | |
|
9777 | " if (pass_mouse_events)\n", | |
|
9778 | " return fig.mouse_event(event, event['data']);\n", | |
|
9779 | " }\n", | |
|
9780 | "\n", | |
|
9781 | " rubberband.mousedown('button_press', mouse_event_fn);\n", | |
|
9782 | " rubberband.mouseup('button_release', mouse_event_fn);\n", | |
|
9783 | " // Throttle sequential mouse events to 1 every 20ms.\n", | |
|
9784 | " rubberband.mousemove('motion_notify', mouse_event_fn);\n", | |
|
9785 | "\n", | |
|
9786 | " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", | |
|
9787 | " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", | |
|
9788 | "\n", | |
|
9789 | " canvas_div.on(\"wheel\", function (event) {\n", | |
|
9790 | " event = event.originalEvent;\n", | |
|
9791 | " event['data'] = 'scroll'\n", | |
|
9792 | " if (event.deltaY < 0) {\n", | |
|
9793 | " event.step = 1;\n", | |
|
9794 | " } else {\n", | |
|
9795 | " event.step = -1;\n", | |
|
9796 | " }\n", | |
|
9797 | " mouse_event_fn(event);\n", | |
|
9798 | " });\n", | |
|
9799 | "\n", | |
|
9800 | " canvas_div.append(canvas);\n", | |
|
9801 | " canvas_div.append(rubberband);\n", | |
|
9802 | "\n", | |
|
9803 | " this.rubberband = rubberband;\n", | |
|
9804 | " this.rubberband_canvas = rubberband[0];\n", | |
|
9805 | " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", | |
|
9806 | " this.rubberband_context.strokeStyle = \"#000000\";\n", | |
|
9807 | "\n", | |
|
9808 | " this._resize_canvas = function(width, height) {\n", | |
|
9809 | " // Keep the size of the canvas, canvas container, and rubber band\n", | |
|
9810 | " // canvas in synch.\n", | |
|
9811 | " canvas_div.css('width', width)\n", | |
|
9812 | " canvas_div.css('height', height)\n", | |
|
9813 | "\n", | |
|
9814 | " canvas.attr('width', width * mpl.ratio);\n", | |
|
9815 | " canvas.attr('height', height * mpl.ratio);\n", | |
|
9816 | " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", | |
|
9817 | "\n", | |
|
9818 | " rubberband.attr('width', width);\n", | |
|
9819 | " rubberband.attr('height', height);\n", | |
|
9820 | " }\n", | |
|
9821 | "\n", | |
|
9822 | " // Set the figure to an initial 600x600px, this will subsequently be updated\n", | |
|
9823 | " // upon first draw.\n", | |
|
9824 | " this._resize_canvas(600, 600);\n", | |
|
9825 | "\n", | |
|
9826 | " // Disable right mouse context menu.\n", | |
|
9827 | " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", | |
|
9828 | " return false;\n", | |
|
9829 | " });\n", | |
|
9830 | "\n", | |
|
9831 | " function set_focus () {\n", | |
|
9832 | " canvas.focus();\n", | |
|
9833 | " canvas_div.focus();\n", | |
|
9834 | " }\n", | |
|
9835 | "\n", | |
|
9836 | " window.setTimeout(set_focus, 100);\n", | |
|
9837 | "}\n", | |
|
9838 | "\n", | |
|
9839 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
9840 | " var fig = this;\n", | |
|
9841 | "\n", | |
|
9842 | " var nav_element = $('<div/>')\n", | |
|
9843 | " nav_element.attr('style', 'width: 100%');\n", | |
|
9844 | " this.root.append(nav_element);\n", | |
|
9845 | "\n", | |
|
9846 | " // Define a callback function for later on.\n", | |
|
9847 | " function toolbar_event(event) {\n", | |
|
9848 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
9849 | " }\n", | |
|
9850 | " function toolbar_mouse_event(event) {\n", | |
|
9851 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
9852 | " }\n", | |
|
9853 | "\n", | |
|
9854 | " for(var toolbar_ind in mpl.toolbar_items) {\n", | |
|
9855 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
9856 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
9857 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
9858 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
9859 | "\n", | |
|
9860 | " if (!name) {\n", | |
|
9861 | " // put a spacer in here.\n", | |
|
9862 | " continue;\n", | |
|
9863 | " }\n", | |
|
9864 | " var button = $('<button/>');\n", | |
|
9865 | " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n", | |
|
9866 | " 'ui-button-icon-only');\n", | |
|
9867 | " button.attr('role', 'button');\n", | |
|
9868 | " button.attr('aria-disabled', 'false');\n", | |
|
9869 | " button.click(method_name, toolbar_event);\n", | |
|
9870 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
9871 | "\n", | |
|
9872 | " var icon_img = $('<span/>');\n", | |
|
9873 | " icon_img.addClass('ui-button-icon-primary ui-icon');\n", | |
|
9874 | " icon_img.addClass(image);\n", | |
|
9875 | " icon_img.addClass('ui-corner-all');\n", | |
|
9876 | "\n", | |
|
9877 | " var tooltip_span = $('<span/>');\n", | |
|
9878 | " tooltip_span.addClass('ui-button-text');\n", | |
|
9879 | " tooltip_span.html(tooltip);\n", | |
|
9880 | "\n", | |
|
9881 | " button.append(icon_img);\n", | |
|
9882 | " button.append(tooltip_span);\n", | |
|
9883 | "\n", | |
|
9884 | " nav_element.append(button);\n", | |
|
9885 | " }\n", | |
|
9886 | "\n", | |
|
9887 | " var fmt_picker_span = $('<span/>');\n", | |
|
9888 | "\n", | |
|
9889 | " var fmt_picker = $('<select/>');\n", | |
|
9890 | " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n", | |
|
9891 | " fmt_picker_span.append(fmt_picker);\n", | |
|
9892 | " nav_element.append(fmt_picker_span);\n", | |
|
9893 | " this.format_dropdown = fmt_picker[0];\n", | |
|
9894 | "\n", | |
|
9895 | " for (var ind in mpl.extensions) {\n", | |
|
9896 | " var fmt = mpl.extensions[ind];\n", | |
|
9897 | " var option = $(\n", | |
|
9898 | " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n", | |
|
9899 | " fmt_picker.append(option)\n", | |
|
9900 | " }\n", | |
|
9901 | "\n", | |
|
9902 | " // Add hover states to the ui-buttons\n", | |
|
9903 | " $( \".ui-button\" ).hover(\n", | |
|
9904 | " function() { $(this).addClass(\"ui-state-hover\");},\n", | |
|
9905 | " function() { $(this).removeClass(\"ui-state-hover\");}\n", | |
|
9906 | " );\n", | |
|
9907 | "\n", | |
|
9908 | " var status_bar = $('<span class=\"mpl-message\"/>');\n", | |
|
9909 | " nav_element.append(status_bar);\n", | |
|
9910 | " this.message = status_bar[0];\n", | |
|
9911 | "}\n", | |
|
9912 | "\n", | |
|
9913 | "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n", | |
|
9914 | " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", | |
|
9915 | " // which will in turn request a refresh of the image.\n", | |
|
9916 | " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n", | |
|
9917 | "}\n", | |
|
9918 | "\n", | |
|
9919 | "mpl.figure.prototype.send_message = function(type, properties) {\n", | |
|
9920 | " properties['type'] = type;\n", | |
|
9921 | " properties['figure_id'] = this.id;\n", | |
|
9922 | " this.ws.send(JSON.stringify(properties));\n", | |
|
9923 | "}\n", | |
|
9924 | "\n", | |
|
9925 | "mpl.figure.prototype.send_draw_message = function() {\n", | |
|
9926 | " if (!this.waiting) {\n", | |
|
9927 | " this.waiting = true;\n", | |
|
9928 | " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n", | |
|
9929 | " }\n", | |
|
9930 | "}\n", | |
|
9931 | "\n", | |
|
9932 | "\n", | |
|
9933 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
9934 | " var format_dropdown = fig.format_dropdown;\n", | |
|
9935 | " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", | |
|
9936 | " fig.ondownload(fig, format);\n", | |
|
9937 | "}\n", | |
|
9938 | "\n", | |
|
9939 | "\n", | |
|
9940 | "mpl.figure.prototype.handle_resize = function(fig, msg) {\n", | |
|
9941 | " var size = msg['size'];\n", | |
|
9942 | " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n", | |
|
9943 | " fig._resize_canvas(size[0], size[1]);\n", | |
|
9944 | " fig.send_message(\"refresh\", {});\n", | |
|
9945 | " };\n", | |
|
9946 | "}\n", | |
|
9947 | "\n", | |
|
9948 | "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n", | |
|
9949 | " var x0 = msg['x0'] / mpl.ratio;\n", | |
|
9950 | " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n", | |
|
9951 | " var x1 = msg['x1'] / mpl.ratio;\n", | |
|
9952 | " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n", | |
|
9953 | " x0 = Math.floor(x0) + 0.5;\n", | |
|
9954 | " y0 = Math.floor(y0) + 0.5;\n", | |
|
9955 | " x1 = Math.floor(x1) + 0.5;\n", | |
|
9956 | " y1 = Math.floor(y1) + 0.5;\n", | |
|
9957 | " var min_x = Math.min(x0, x1);\n", | |
|
9958 | " var min_y = Math.min(y0, y1);\n", | |
|
9959 | " var width = Math.abs(x1 - x0);\n", | |
|
9960 | " var height = Math.abs(y1 - y0);\n", | |
|
9961 | "\n", | |
|
9962 | " fig.rubberband_context.clearRect(\n", | |
|
9963 | " 0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
9964 | "\n", | |
|
9965 | " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", | |
|
9966 | "}\n", | |
|
9967 | "\n", | |
|
9968 | "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n", | |
|
9969 | " // Updates the figure title.\n", | |
|
9970 | " fig.header.textContent = msg['label'];\n", | |
|
9971 | "}\n", | |
|
9972 | "\n", | |
|
9973 | "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n", | |
|
9974 | " var cursor = msg['cursor'];\n", | |
|
9975 | " switch(cursor)\n", | |
|
9976 | " {\n", | |
|
9977 | " case 0:\n", | |
|
9978 | " cursor = 'pointer';\n", | |
|
9979 | " break;\n", | |
|
9980 | " case 1:\n", | |
|
9981 | " cursor = 'default';\n", | |
|
9982 | " break;\n", | |
|
9983 | " case 2:\n", | |
|
9984 | " cursor = 'crosshair';\n", | |
|
9985 | " break;\n", | |
|
9986 | " case 3:\n", | |
|
9987 | " cursor = 'move';\n", | |
|
9988 | " break;\n", | |
|
9989 | " }\n", | |
|
9990 | " fig.rubberband_canvas.style.cursor = cursor;\n", | |
|
9991 | "}\n", | |
|
9992 | "\n", | |
|
9993 | "mpl.figure.prototype.handle_message = function(fig, msg) {\n", | |
|
9994 | " fig.message.textContent = msg['message'];\n", | |
|
9995 | "}\n", | |
|
9996 | "\n", | |
|
9997 | "mpl.figure.prototype.handle_draw = function(fig, msg) {\n", | |
|
9998 | " // Request the server to send over a new figure.\n", | |
|
9999 | " fig.send_draw_message();\n", | |
|
10000 | "}\n", | |
|
10001 | "\n", | |
|
10002 | "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n", | |
|
10003 | " fig.image_mode = msg['mode'];\n", | |
|
10004 | "}\n", | |
|
10005 | "\n", | |
|
10006 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
10007 | " // Called whenever the canvas gets updated.\n", | |
|
10008 | " this.send_message(\"ack\", {});\n", | |
|
10009 | "}\n", | |
|
10010 | "\n", | |
|
10011 | "// A function to construct a web socket function for onmessage handling.\n", | |
|
10012 | "// Called in the figure constructor.\n", | |
|
10013 | "mpl.figure.prototype._make_on_message_function = function(fig) {\n", | |
|
10014 | " return function socket_on_message(evt) {\n", | |
|
10015 | " if (evt.data instanceof Blob) {\n", | |
|
10016 | " /* FIXME: We get \"Resource interpreted as Image but\n", | |
|
10017 | " * transferred with MIME type text/plain:\" errors on\n", | |
|
10018 | " * Chrome. But how to set the MIME type? It doesn't seem\n", | |
|
10019 | " * to be part of the websocket stream */\n", | |
|
10020 | " evt.data.type = \"image/png\";\n", | |
|
10021 | "\n", | |
|
10022 | " /* Free the memory for the previous frames */\n", | |
|
10023 | " if (fig.imageObj.src) {\n", | |
|
10024 | " (window.URL || window.webkitURL).revokeObjectURL(\n", | |
|
10025 | " fig.imageObj.src);\n", | |
|
10026 | " }\n", | |
|
10027 | "\n", | |
|
10028 | " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", | |
|
10029 | " evt.data);\n", | |
|
10030 | " fig.updated_canvas_event();\n", | |
|
10031 | " fig.waiting = false;\n", | |
|
10032 | " return;\n", | |
|
10033 | " }\n", | |
|
10034 | " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n", | |
|
10035 | " fig.imageObj.src = evt.data;\n", | |
|
10036 | " fig.updated_canvas_event();\n", | |
|
10037 | " fig.waiting = false;\n", | |
|
10038 | " return;\n", | |
|
10039 | " }\n", | |
|
10040 | "\n", | |
|
10041 | " var msg = JSON.parse(evt.data);\n", | |
|
10042 | " var msg_type = msg['type'];\n", | |
|
10043 | "\n", | |
|
10044 | " // Call the \"handle_{type}\" callback, which takes\n", | |
|
10045 | " // the figure and JSON message as its only arguments.\n", | |
|
10046 | " try {\n", | |
|
10047 | " var callback = fig[\"handle_\" + msg_type];\n", | |
|
10048 | " } catch (e) {\n", | |
|
10049 | " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n", | |
|
10050 | " return;\n", | |
|
10051 | " }\n", | |
|
10052 | "\n", | |
|
10053 | " if (callback) {\n", | |
|
10054 | " try {\n", | |
|
10055 | " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", | |
|
10056 | " callback(fig, msg);\n", | |
|
10057 | " } catch (e) {\n", | |
|
10058 | " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n", | |
|
10059 | " }\n", | |
|
10060 | " }\n", | |
|
10061 | " };\n", | |
|
10062 | "}\n", | |
|
10063 | "\n", | |
|
10064 | "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", | |
|
10065 | "mpl.findpos = function(e) {\n", | |
|
10066 | " //this section is from http://www.quirksmode.org/js/events_properties.html\n", | |
|
10067 | " var targ;\n", | |
|
10068 | " if (!e)\n", | |
|
10069 | " e = window.event;\n", | |
|
10070 | " if (e.target)\n", | |
|
10071 | " targ = e.target;\n", | |
|
10072 | " else if (e.srcElement)\n", | |
|
10073 | " targ = e.srcElement;\n", | |
|
10074 | " if (targ.nodeType == 3) // defeat Safari bug\n", | |
|
10075 | " targ = targ.parentNode;\n", | |
|
10076 | "\n", | |
|
10077 | " // jQuery normalizes the pageX and pageY\n", | |
|
10078 | " // pageX,Y are the mouse positions relative to the document\n", | |
|
10079 | " // offset() returns the position of the element relative to the document\n", | |
|
10080 | " var x = e.pageX - $(targ).offset().left;\n", | |
|
10081 | " var y = e.pageY - $(targ).offset().top;\n", | |
|
10082 | "\n", | |
|
10083 | " return {\"x\": x, \"y\": y};\n", | |
|
10084 | "};\n", | |
|
10085 | "\n", | |
|
10086 | "/*\n", | |
|
10087 | " * return a copy of an object with only non-object keys\n", | |
|
10088 | " * we need this to avoid circular references\n", | |
|
10089 | " * http://stackoverflow.com/a/24161582/3208463\n", | |
|
10090 | " */\n", | |
|
10091 | "function simpleKeys (original) {\n", | |
|
10092 | " return Object.keys(original).reduce(function (obj, key) {\n", | |
|
10093 | " if (typeof original[key] !== 'object')\n", | |
|
10094 | " obj[key] = original[key]\n", | |
|
10095 | " return obj;\n", | |
|
10096 | " }, {});\n", | |
|
10097 | "}\n", | |
|
10098 | "\n", | |
|
10099 | "mpl.figure.prototype.mouse_event = function(event, name) {\n", | |
|
10100 | " var canvas_pos = mpl.findpos(event)\n", | |
|
10101 | "\n", | |
|
10102 | " if (name === 'button_press')\n", | |
|
10103 | " {\n", | |
|
10104 | " this.canvas.focus();\n", | |
|
10105 | " this.canvas_div.focus();\n", | |
|
10106 | " }\n", | |
|
10107 | "\n", | |
|
10108 | " var x = canvas_pos.x * mpl.ratio;\n", | |
|
10109 | " var y = canvas_pos.y * mpl.ratio;\n", | |
|
10110 | "\n", | |
|
10111 | " this.send_message(name, {x: x, y: y, button: event.button,\n", | |
|
10112 | " step: event.step,\n", | |
|
10113 | " guiEvent: simpleKeys(event)});\n", | |
|
10114 | "\n", | |
|
10115 | " /* This prevents the web browser from automatically changing to\n", | |
|
10116 | " * the text insertion cursor when the button is pressed. We want\n", | |
|
10117 | " * to control all of the cursor setting manually through the\n", | |
|
10118 | " * 'cursor' event from matplotlib */\n", | |
|
10119 | " event.preventDefault();\n", | |
|
10120 | " return false;\n", | |
|
10121 | "}\n", | |
|
10122 | "\n", | |
|
10123 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
10124 | " // Handle any extra behaviour associated with a key event\n", | |
|
10125 | "}\n", | |
|
10126 | "\n", | |
|
10127 | "mpl.figure.prototype.key_event = function(event, name) {\n", | |
|
10128 | "\n", | |
|
10129 | " // Prevent repeat events\n", | |
|
10130 | " if (name == 'key_press')\n", | |
|
10131 | " {\n", | |
|
10132 | " if (event.which === this._key)\n", | |
|
10133 | " return;\n", | |
|
10134 | " else\n", | |
|
10135 | " this._key = event.which;\n", | |
|
10136 | " }\n", | |
|
10137 | " if (name == 'key_release')\n", | |
|
10138 | " this._key = null;\n", | |
|
10139 | "\n", | |
|
10140 | " var value = '';\n", | |
|
10141 | " if (event.ctrlKey && event.which != 17)\n", | |
|
10142 | " value += \"ctrl+\";\n", | |
|
10143 | " if (event.altKey && event.which != 18)\n", | |
|
10144 | " value += \"alt+\";\n", | |
|
10145 | " if (event.shiftKey && event.which != 16)\n", | |
|
10146 | " value += \"shift+\";\n", | |
|
10147 | "\n", | |
|
10148 | " value += 'k';\n", | |
|
10149 | " value += event.which.toString();\n", | |
|
10150 | "\n", | |
|
10151 | " this._key_event_extra(event, name);\n", | |
|
10152 | "\n", | |
|
10153 | " this.send_message(name, {key: value,\n", | |
|
10154 | " guiEvent: simpleKeys(event)});\n", | |
|
10155 | " return false;\n", | |
|
10156 | "}\n", | |
|
10157 | "\n", | |
|
10158 | "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n", | |
|
10159 | " if (name == 'download') {\n", | |
|
10160 | " this.handle_save(this, null);\n", | |
|
10161 | " } else {\n", | |
|
10162 | " this.send_message(\"toolbar_button\", {name: name});\n", | |
|
10163 | " }\n", | |
|
10164 | "};\n", | |
|
10165 | "\n", | |
|
10166 | "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n", | |
|
10167 | " this.message.textContent = tooltip;\n", | |
|
10168 | "};\n", | |
|
10169 | "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", | |
|
10170 | "\n", | |
|
10171 | "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", | |
|
10172 | "\n", | |
|
10173 | "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", | |
|
10174 | " // Create a \"websocket\"-like object which calls the given IPython comm\n", | |
|
10175 | " // object with the appropriate methods. Currently this is a non binary\n", | |
|
10176 | " // socket, so there is still some room for performance tuning.\n", | |
|
10177 | " var ws = {};\n", | |
|
10178 | "\n", | |
|
10179 | " ws.close = function() {\n", | |
|
10180 | " comm.close()\n", | |
|
10181 | " };\n", | |
|
10182 | " ws.send = function(m) {\n", | |
|
10183 | " //console.log('sending', m);\n", | |
|
10184 | " comm.send(m);\n", | |
|
10185 | " };\n", | |
|
10186 | " // Register the callback with on_msg.\n", | |
|
10187 | " comm.on_msg(function(msg) {\n", | |
|
10188 | " //console.log('receiving', msg['content']['data'], msg);\n", | |
|
10189 | " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", | |
|
10190 | " ws.onmessage(msg['content']['data'])\n", | |
|
10191 | " });\n", | |
|
10192 | " return ws;\n", | |
|
10193 | "}\n", | |
|
10194 | "\n", | |
|
10195 | "mpl.mpl_figure_comm = function(comm, msg) {\n", | |
|
10196 | " // This is the function which gets called when the mpl process\n", | |
|
10197 | " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", | |
|
10198 | "\n", | |
|
10199 | " var id = msg.content.data.id;\n", | |
|
10200 | " // Get hold of the div created by the display call when the Comm\n", | |
|
10201 | " // socket was opened in Python.\n", | |
|
10202 | " var element = $(\"#\" + id);\n", | |
|
10203 | " var ws_proxy = comm_websocket_adapter(comm)\n", | |
|
10204 | "\n", | |
|
10205 | " function ondownload(figure, format) {\n", | |
|
10206 | " window.open(figure.imageObj.src);\n", | |
|
10207 | " }\n", | |
|
10208 | "\n", | |
|
10209 | " var fig = new mpl.figure(id, ws_proxy,\n", | |
|
10210 | " ondownload,\n", | |
|
10211 | " element.get(0));\n", | |
|
10212 | "\n", | |
|
10213 | " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", | |
|
10214 | " // web socket which is closed, not our websocket->open comm proxy.\n", | |
|
10215 | " ws_proxy.onopen();\n", | |
|
10216 | "\n", | |
|
10217 | " fig.parent_element = element.get(0);\n", | |
|
10218 | " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", | |
|
10219 | " if (!fig.cell_info) {\n", | |
|
10220 | " console.error(\"Failed to find cell for figure\", id, fig);\n", | |
|
10221 | " return;\n", | |
|
10222 | " }\n", | |
|
10223 | "\n", | |
|
10224 | " var output_index = fig.cell_info[2]\n", | |
|
10225 | " var cell = fig.cell_info[0];\n", | |
|
10226 | "\n", | |
|
10227 | "};\n", | |
|
10228 | "\n", | |
|
10229 | "mpl.figure.prototype.handle_close = function(fig, msg) {\n", | |
|
10230 | " var width = fig.canvas.width/mpl.ratio\n", | |
|
10231 | " fig.root.unbind('remove')\n", | |
|
10232 | "\n", | |
|
10233 | " // Update the output cell to use the data from the current canvas.\n", | |
|
10234 | " fig.push_to_output();\n", | |
|
10235 | " var dataURL = fig.canvas.toDataURL();\n", | |
|
10236 | " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", | |
|
10237 | " // the notebook keyboard shortcuts fail.\n", | |
|
10238 | " IPython.keyboard_manager.enable()\n", | |
|
10239 | " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n", | |
|
10240 | " fig.close_ws(fig, msg);\n", | |
|
10241 | "}\n", | |
|
10242 | "\n", | |
|
10243 | "mpl.figure.prototype.close_ws = function(fig, msg){\n", | |
|
10244 | " fig.send_message('closing', msg);\n", | |
|
10245 | " // fig.ws.close()\n", | |
|
10246 | "}\n", | |
|
10247 | "\n", | |
|
10248 | "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n", | |
|
10249 | " // Turn the data on the canvas into data in the output cell.\n", | |
|
10250 | " var width = this.canvas.width/mpl.ratio\n", | |
|
10251 | " var dataURL = this.canvas.toDataURL();\n", | |
|
10252 | " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", | |
|
10253 | "}\n", | |
|
10254 | "\n", | |
|
10255 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
10256 | " // Tell IPython that the notebook contents must change.\n", | |
|
10257 | " IPython.notebook.set_dirty(true);\n", | |
|
10258 | " this.send_message(\"ack\", {});\n", | |
|
10259 | " var fig = this;\n", | |
|
10260 | " // Wait a second, then push the new image to the DOM so\n", | |
|
10261 | " // that it is saved nicely (might be nice to debounce this).\n", | |
|
10262 | " setTimeout(function () { fig.push_to_output() }, 1000);\n", | |
|
10263 | "}\n", | |
|
10264 | "\n", | |
|
10265 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
10266 | " var fig = this;\n", | |
|
10267 | "\n", | |
|
10268 | " var nav_element = $('<div/>')\n", | |
|
10269 | " nav_element.attr('style', 'width: 100%');\n", | |
|
10270 | " this.root.append(nav_element);\n", | |
|
10271 | "\n", | |
|
10272 | " // Define a callback function for later on.\n", | |
|
10273 | " function toolbar_event(event) {\n", | |
|
10274 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
10275 | " }\n", | |
|
10276 | " function toolbar_mouse_event(event) {\n", | |
|
10277 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
10278 | " }\n", | |
|
10279 | "\n", | |
|
10280 | " for(var toolbar_ind in mpl.toolbar_items){\n", | |
|
10281 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
10282 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
10283 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
10284 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
10285 | "\n", | |
|
10286 | " if (!name) { continue; };\n", | |
|
10287 | "\n", | |
|
10288 | " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n", | |
|
10289 | " button.click(method_name, toolbar_event);\n", | |
|
10290 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
10291 | " nav_element.append(button);\n", | |
|
10292 | " }\n", | |
|
10293 | "\n", | |
|
10294 | " // Add the status bar.\n", | |
|
10295 | " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n", | |
|
10296 | " nav_element.append(status_bar);\n", | |
|
10297 | " this.message = status_bar[0];\n", | |
|
10298 | "\n", | |
|
10299 | " // Add the close button to the window.\n", | |
|
10300 | " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n", | |
|
10301 | " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n", | |
|
10302 | " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", | |
|
10303 | " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", | |
|
10304 | " buttongrp.append(button);\n", | |
|
10305 | " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", | |
|
10306 | " titlebar.prepend(buttongrp);\n", | |
|
10307 | "}\n", | |
|
10308 | "\n", | |
|
10309 | "mpl.figure.prototype._root_extra_style = function(el){\n", | |
|
10310 | " var fig = this\n", | |
|
10311 | " el.on(\"remove\", function(){\n", | |
|
10312 | "\tfig.close_ws(fig, {});\n", | |
|
10313 | " });\n", | |
|
10314 | "}\n", | |
|
10315 | "\n", | |
|
10316 | "mpl.figure.prototype._canvas_extra_style = function(el){\n", | |
|
10317 | " // this is important to make the div 'focusable\n", | |
|
10318 | " el.attr('tabindex', 0)\n", | |
|
10319 | " // reach out to IPython and tell the keyboard manager to turn it's self\n", | |
|
10320 | " // off when our div gets focus\n", | |
|
10321 | "\n", | |
|
10322 | " // location in version 3\n", | |
|
10323 | " if (IPython.notebook.keyboard_manager) {\n", | |
|
10324 | " IPython.notebook.keyboard_manager.register_events(el);\n", | |
|
10325 | " }\n", | |
|
10326 | " else {\n", | |
|
10327 | " // location in version 2\n", | |
|
10328 | " IPython.keyboard_manager.register_events(el);\n", | |
|
10329 | " }\n", | |
|
10330 | "\n", | |
|
10331 | "}\n", | |
|
10332 | "\n", | |
|
10333 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
10334 | " var manager = IPython.notebook.keyboard_manager;\n", | |
|
10335 | " if (!manager)\n", | |
|
10336 | " manager = IPython.keyboard_manager;\n", | |
|
10337 | "\n", | |
|
10338 | " // Check for shift+enter\n", | |
|
10339 | " if (event.shiftKey && event.which == 13) {\n", | |
|
10340 | " this.canvas_div.blur();\n", | |
|
10341 | " event.shiftKey = false;\n", | |
|
10342 | " // Send a \"J\" for go to next cell\n", | |
|
10343 | " event.which = 74;\n", | |
|
10344 | " event.keyCode = 74;\n", | |
|
10345 | " manager.command_mode();\n", | |
|
10346 | " manager.handle_keydown(event);\n", | |
|
10347 | " }\n", | |
|
10348 | "}\n", | |
|
10349 | "\n", | |
|
10350 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
10351 | " fig.ondownload(fig, null);\n", | |
|
10352 | "}\n", | |
|
10353 | "\n", | |
|
10354 | "\n", | |
|
10355 | "mpl.find_output_cell = function(html_output) {\n", | |
|
10356 | " // Return the cell and output element which can be found *uniquely* in the notebook.\n", | |
|
10357 | " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", | |
|
10358 | " // IPython event is triggered only after the cells have been serialised, which for\n", | |
|
10359 | " // our purposes (turning an active figure into a static one), is too late.\n", | |
|
10360 | " var cells = IPython.notebook.get_cells();\n", | |
|
10361 | " var ncells = cells.length;\n", | |
|
10362 | " for (var i=0; i<ncells; i++) {\n", | |
|
10363 | " var cell = cells[i];\n", | |
|
10364 | " if (cell.cell_type === 'code'){\n", | |
|
10365 | " for (var j=0; j<cell.output_area.outputs.length; j++) {\n", | |
|
10366 | " var data = cell.output_area.outputs[j];\n", | |
|
10367 | " if (data.data) {\n", | |
|
10368 | " // IPython >= 3 moved mimebundle to data attribute of output\n", | |
|
10369 | " data = data.data;\n", | |
|
10370 | " }\n", | |
|
10371 | " if (data['text/html'] == html_output) {\n", | |
|
10372 | " return [cell, data, j];\n", | |
|
10373 | " }\n", | |
|
10374 | " }\n", | |
|
10375 | " }\n", | |
|
10376 | " }\n", | |
|
10377 | "}\n", | |
|
10378 | "\n", | |
|
10379 | "// Register the function which deals with the matplotlib target/channel.\n", | |
|
10380 | "// The kernel may be null if the page has been refreshed.\n", | |
|
10381 | "if (IPython.notebook.kernel != null) {\n", | |
|
10382 | " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", | |
|
10383 | "}\n" | |
|
10384 | ], | |
|
10385 | "text/plain": [ | |
|
10386 | "<IPython.core.display.Javascript object>" | |
|
10387 | ] | |
|
10388 | }, | |
|
10389 | "metadata": {}, | |
|
10390 | "output_type": "display_data" | |
|
10391 | }, | |
|
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\" width=\"900\">" | |
|
10396 | ], | |
|
10397 | "text/plain": [ | |
|
10398 | "<IPython.core.display.HTML object>" | |
|
10399 | ] | |
|
10400 | }, | |
|
10401 | "metadata": {}, | |
|
10402 | "output_type": "display_data" | |
|
10403 | }, | |
|
10404 | { | |
|
10405 | "data": { | |
|
10406 | "application/javascript": [ | |
|
10407 | "/* Put everything inside the global mpl namespace */\n", | |
|
10408 | "window.mpl = {};\n", | |
|
10409 | "\n", | |
|
10410 | "\n", | |
|
10411 | "mpl.get_websocket_type = function() {\n", | |
|
10412 | " if (typeof(WebSocket) !== 'undefined') {\n", | |
|
10413 | " return WebSocket;\n", | |
|
10414 | " } else if (typeof(MozWebSocket) !== 'undefined') {\n", | |
|
10415 | " return MozWebSocket;\n", | |
|
10416 | " } else {\n", | |
|
10417 | " alert('Your browser does not have WebSocket support.' +\n", | |
|
10418 | " 'Please try Chrome, Safari or Firefox β₯ 6. ' +\n", | |
|
10419 | " 'Firefox 4 and 5 are also supported but you ' +\n", | |
|
10420 | " 'have to enable WebSockets in about:config.');\n", | |
|
10421 | " };\n", | |
|
10422 | "}\n", | |
|
10423 | "\n", | |
|
10424 | "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", | |
|
10425 | " this.id = figure_id;\n", | |
|
10426 | "\n", | |
|
10427 | " this.ws = websocket;\n", | |
|
10428 | "\n", | |
|
10429 | " this.supports_binary = (this.ws.binaryType != undefined);\n", | |
|
10430 | "\n", | |
|
10431 | " if (!this.supports_binary) {\n", | |
|
10432 | " var warnings = document.getElementById(\"mpl-warnings\");\n", | |
|
10433 | " if (warnings) {\n", | |
|
10434 | " warnings.style.display = 'block';\n", | |
|
10435 | " warnings.textContent = (\n", | |
|
10436 | " \"This browser does not support binary websocket messages. \" +\n", | |
|
10437 | " \"Performance may be slow.\");\n", | |
|
10438 | " }\n", | |
|
10439 | " }\n", | |
|
10440 | "\n", | |
|
10441 | " this.imageObj = new Image();\n", | |
|
10442 | "\n", | |
|
10443 | " this.context = undefined;\n", | |
|
10444 | " this.message = undefined;\n", | |
|
10445 | " this.canvas = undefined;\n", | |
|
10446 | " this.rubberband_canvas = undefined;\n", | |
|
10447 | " this.rubberband_context = undefined;\n", | |
|
10448 | " this.format_dropdown = undefined;\n", | |
|
10449 | "\n", | |
|
10450 | " this.image_mode = 'full';\n", | |
|
10451 | "\n", | |
|
10452 | " this.root = $('<div/>');\n", | |
|
10453 | " this._root_extra_style(this.root)\n", | |
|
10454 | " this.root.attr('style', 'display: inline-block');\n", | |
|
10455 | "\n", | |
|
10456 | " $(parent_element).append(this.root);\n", | |
|
10457 | "\n", | |
|
10458 | " this._init_header(this);\n", | |
|
10459 | " this._init_canvas(this);\n", | |
|
10460 | " this._init_toolbar(this);\n", | |
|
10461 | "\n", | |
|
10462 | " var fig = this;\n", | |
|
10463 | "\n", | |
|
10464 | " this.waiting = false;\n", | |
|
10465 | "\n", | |
|
10466 | " this.ws.onopen = function () {\n", | |
|
10467 | " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", | |
|
10468 | " fig.send_message(\"send_image_mode\", {});\n", | |
|
10469 | " if (mpl.ratio != 1) {\n", | |
|
10470 | " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", | |
|
10471 | " }\n", | |
|
10472 | " fig.send_message(\"refresh\", {});\n", | |
|
10473 | " }\n", | |
|
10474 | "\n", | |
|
10475 | " this.imageObj.onload = function() {\n", | |
|
10476 | " if (fig.image_mode == 'full') {\n", | |
|
10477 | " // Full images could contain transparency (where diff images\n", | |
|
10478 | " // almost always do), so we need to clear the canvas so that\n", | |
|
10479 | " // there is no ghosting.\n", | |
|
10480 | " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
10481 | " }\n", | |
|
10482 | " fig.context.drawImage(fig.imageObj, 0, 0);\n", | |
|
10483 | " };\n", | |
|
10484 | "\n", | |
|
10485 | " this.imageObj.onunload = function() {\n", | |
|
10486 | " fig.ws.close();\n", | |
|
10487 | " }\n", | |
|
10488 | "\n", | |
|
10489 | " this.ws.onmessage = this._make_on_message_function(this);\n", | |
|
10490 | "\n", | |
|
10491 | " this.ondownload = ondownload;\n", | |
|
10492 | "}\n", | |
|
10493 | "\n", | |
|
10494 | "mpl.figure.prototype._init_header = function() {\n", | |
|
10495 | " var titlebar = $(\n", | |
|
10496 | " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n", | |
|
10497 | " 'ui-helper-clearfix\"/>');\n", | |
|
10498 | " var titletext = $(\n", | |
|
10499 | " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n", | |
|
10500 | " 'text-align: center; padding: 3px;\"/>');\n", | |
|
10501 | " titlebar.append(titletext)\n", | |
|
10502 | " this.root.append(titlebar);\n", | |
|
10503 | " this.header = titletext[0];\n", | |
|
10504 | "}\n", | |
|
10505 | "\n", | |
|
10506 | "\n", | |
|
10507 | "\n", | |
|
10508 | "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", | |
|
10509 | "\n", | |
|
10510 | "}\n", | |
|
10511 | "\n", | |
|
10512 | "\n", | |
|
10513 | "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", | |
|
10514 | "\n", | |
|
10515 | "}\n", | |
|
10516 | "\n", | |
|
10517 | "mpl.figure.prototype._init_canvas = function() {\n", | |
|
10518 | " var fig = this;\n", | |
|
10519 | "\n", | |
|
10520 | " var canvas_div = $('<div/>');\n", | |
|
10521 | "\n", | |
|
10522 | " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", | |
|
10523 | "\n", | |
|
10524 | " function canvas_keyboard_event(event) {\n", | |
|
10525 | " return fig.key_event(event, event['data']);\n", | |
|
10526 | " }\n", | |
|
10527 | "\n", | |
|
10528 | " canvas_div.keydown('key_press', canvas_keyboard_event);\n", | |
|
10529 | " canvas_div.keyup('key_release', canvas_keyboard_event);\n", | |
|
10530 | " this.canvas_div = canvas_div\n", | |
|
10531 | " this._canvas_extra_style(canvas_div)\n", | |
|
10532 | " this.root.append(canvas_div);\n", | |
|
10533 | "\n", | |
|
10534 | " var canvas = $('<canvas/>');\n", | |
|
10535 | " canvas.addClass('mpl-canvas');\n", | |
|
10536 | " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", | |
|
10537 | "\n", | |
|
10538 | " this.canvas = canvas[0];\n", | |
|
10539 | " this.context = canvas[0].getContext(\"2d\");\n", | |
|
10540 | "\n", | |
|
10541 | " var backingStore = this.context.backingStorePixelRatio ||\n", | |
|
10542 | "\tthis.context.webkitBackingStorePixelRatio ||\n", | |
|
10543 | "\tthis.context.mozBackingStorePixelRatio ||\n", | |
|
10544 | "\tthis.context.msBackingStorePixelRatio ||\n", | |
|
10545 | "\tthis.context.oBackingStorePixelRatio ||\n", | |
|
10546 | "\tthis.context.backingStorePixelRatio || 1;\n", | |
|
10547 | "\n", | |
|
10548 | " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", | |
|
10549 | "\n", | |
|
10550 | " var rubberband = $('<canvas/>');\n", | |
|
10551 | " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", | |
|
10552 | "\n", | |
|
10553 | " var pass_mouse_events = true;\n", | |
|
10554 | "\n", | |
|
10555 | " canvas_div.resizable({\n", | |
|
10556 | " start: function(event, ui) {\n", | |
|
10557 | " pass_mouse_events = false;\n", | |
|
10558 | " },\n", | |
|
10559 | " resize: function(event, ui) {\n", | |
|
10560 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
10561 | " },\n", | |
|
10562 | " stop: function(event, ui) {\n", | |
|
10563 | " pass_mouse_events = true;\n", | |
|
10564 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
10565 | " },\n", | |
|
10566 | " });\n", | |
|
10567 | "\n", | |
|
10568 | " function mouse_event_fn(event) {\n", | |
|
10569 | " if (pass_mouse_events)\n", | |
|
10570 | " return fig.mouse_event(event, event['data']);\n", | |
|
10571 | " }\n", | |
|
10572 | "\n", | |
|
10573 | " rubberband.mousedown('button_press', mouse_event_fn);\n", | |
|
10574 | " rubberband.mouseup('button_release', mouse_event_fn);\n", | |
|
10575 | " // Throttle sequential mouse events to 1 every 20ms.\n", | |
|
10576 | " rubberband.mousemove('motion_notify', mouse_event_fn);\n", | |
|
10577 | "\n", | |
|
10578 | " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", | |
|
10579 | " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", | |
|
10580 | "\n", | |
|
10581 | " canvas_div.on(\"wheel\", function (event) {\n", | |
|
10582 | " event = event.originalEvent;\n", | |
|
10583 | " event['data'] = 'scroll'\n", | |
|
10584 | " if (event.deltaY < 0) {\n", | |
|
10585 | " event.step = 1;\n", | |
|
10586 | " } else {\n", | |
|
10587 | " event.step = -1;\n", | |
|
10588 | " }\n", | |
|
10589 | " mouse_event_fn(event);\n", | |
|
10590 | " });\n", | |
|
10591 | "\n", | |
|
10592 | " canvas_div.append(canvas);\n", | |
|
10593 | " canvas_div.append(rubberband);\n", | |
|
10594 | "\n", | |
|
10595 | " this.rubberband = rubberband;\n", | |
|
10596 | " this.rubberband_canvas = rubberband[0];\n", | |
|
10597 | " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", | |
|
10598 | " this.rubberband_context.strokeStyle = \"#000000\";\n", | |
|
10599 | "\n", | |
|
10600 | " this._resize_canvas = function(width, height) {\n", | |
|
10601 | " // Keep the size of the canvas, canvas container, and rubber band\n", | |
|
10602 | " // canvas in synch.\n", | |
|
10603 | " canvas_div.css('width', width)\n", | |
|
10604 | " canvas_div.css('height', height)\n", | |
|
10605 | "\n", | |
|
10606 | " canvas.attr('width', width * mpl.ratio);\n", | |
|
10607 | " canvas.attr('height', height * mpl.ratio);\n", | |
|
10608 | " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", | |
|
10609 | "\n", | |
|
10610 | " rubberband.attr('width', width);\n", | |
|
10611 | " rubberband.attr('height', height);\n", | |
|
10612 | " }\n", | |
|
10613 | "\n", | |
|
10614 | " // Set the figure to an initial 600x600px, this will subsequently be updated\n", | |
|
10615 | " // upon first draw.\n", | |
|
10616 | " this._resize_canvas(600, 600);\n", | |
|
10617 | "\n", | |
|
10618 | " // Disable right mouse context menu.\n", | |
|
10619 | " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", | |
|
10620 | " return false;\n", | |
|
10621 | " });\n", | |
|
10622 | "\n", | |
|
10623 | " function set_focus () {\n", | |
|
10624 | " canvas.focus();\n", | |
|
10625 | " canvas_div.focus();\n", | |
|
10626 | " }\n", | |
|
10627 | "\n", | |
|
10628 | " window.setTimeout(set_focus, 100);\n", | |
|
10629 | "}\n", | |
|
10630 | "\n", | |
|
10631 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
10632 | " var fig = this;\n", | |
|
10633 | "\n", | |
|
10634 | " var nav_element = $('<div/>')\n", | |
|
10635 | " nav_element.attr('style', 'width: 100%');\n", | |
|
10636 | " this.root.append(nav_element);\n", | |
|
10637 | "\n", | |
|
10638 | " // Define a callback function for later on.\n", | |
|
10639 | " function toolbar_event(event) {\n", | |
|
10640 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
10641 | " }\n", | |
|
10642 | " function toolbar_mouse_event(event) {\n", | |
|
10643 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
10644 | " }\n", | |
|
10645 | "\n", | |
|
10646 | " for(var toolbar_ind in mpl.toolbar_items) {\n", | |
|
10647 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
10648 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
10649 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
10650 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
10651 | "\n", | |
|
10652 | " if (!name) {\n", | |
|
10653 | " // put a spacer in here.\n", | |
|
10654 | " continue;\n", | |
|
10655 | " }\n", | |
|
10656 | " var button = $('<button/>');\n", | |
|
10657 | " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n", | |
|
10658 | " 'ui-button-icon-only');\n", | |
|
10659 | " button.attr('role', 'button');\n", | |
|
10660 | " button.attr('aria-disabled', 'false');\n", | |
|
10661 | " button.click(method_name, toolbar_event);\n", | |
|
10662 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
10663 | "\n", | |
|
10664 | " var icon_img = $('<span/>');\n", | |
|
10665 | " icon_img.addClass('ui-button-icon-primary ui-icon');\n", | |
|
10666 | " icon_img.addClass(image);\n", | |
|
10667 | " icon_img.addClass('ui-corner-all');\n", | |
|
10668 | "\n", | |
|
10669 | " var tooltip_span = $('<span/>');\n", | |
|
10670 | " tooltip_span.addClass('ui-button-text');\n", | |
|
10671 | " tooltip_span.html(tooltip);\n", | |
|
10672 | "\n", | |
|
10673 | " button.append(icon_img);\n", | |
|
10674 | " button.append(tooltip_span);\n", | |
|
10675 | "\n", | |
|
10676 | " nav_element.append(button);\n", | |
|
10677 | " }\n", | |
|
10678 | "\n", | |
|
10679 | " var fmt_picker_span = $('<span/>');\n", | |
|
10680 | "\n", | |
|
10681 | " var fmt_picker = $('<select/>');\n", | |
|
10682 | " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n", | |
|
10683 | " fmt_picker_span.append(fmt_picker);\n", | |
|
10684 | " nav_element.append(fmt_picker_span);\n", | |
|
10685 | " this.format_dropdown = fmt_picker[0];\n", | |
|
10686 | "\n", | |
|
10687 | " for (var ind in mpl.extensions) {\n", | |
|
10688 | " var fmt = mpl.extensions[ind];\n", | |
|
10689 | " var option = $(\n", | |
|
10690 | " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n", | |
|
10691 | " fmt_picker.append(option)\n", | |
|
10692 | " }\n", | |
|
10693 | "\n", | |
|
10694 | " // Add hover states to the ui-buttons\n", | |
|
10695 | " $( \".ui-button\" ).hover(\n", | |
|
10696 | " function() { $(this).addClass(\"ui-state-hover\");},\n", | |
|
10697 | " function() { $(this).removeClass(\"ui-state-hover\");}\n", | |
|
10698 | " );\n", | |
|
10699 | "\n", | |
|
10700 | " var status_bar = $('<span class=\"mpl-message\"/>');\n", | |
|
10701 | " nav_element.append(status_bar);\n", | |
|
10702 | " this.message = status_bar[0];\n", | |
|
10703 | "}\n", | |
|
10704 | "\n", | |
|
10705 | "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n", | |
|
10706 | " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", | |
|
10707 | " // which will in turn request a refresh of the image.\n", | |
|
10708 | " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n", | |
|
10709 | "}\n", | |
|
10710 | "\n", | |
|
10711 | "mpl.figure.prototype.send_message = function(type, properties) {\n", | |
|
10712 | " properties['type'] = type;\n", | |
|
10713 | " properties['figure_id'] = this.id;\n", | |
|
10714 | " this.ws.send(JSON.stringify(properties));\n", | |
|
10715 | "}\n", | |
|
10716 | "\n", | |
|
10717 | "mpl.figure.prototype.send_draw_message = function() {\n", | |
|
10718 | " if (!this.waiting) {\n", | |
|
10719 | " this.waiting = true;\n", | |
|
10720 | " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n", | |
|
10721 | " }\n", | |
|
10722 | "}\n", | |
|
10723 | "\n", | |
|
10724 | "\n", | |
|
10725 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
10726 | " var format_dropdown = fig.format_dropdown;\n", | |
|
10727 | " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", | |
|
10728 | " fig.ondownload(fig, format);\n", | |
|
10729 | "}\n", | |
|
10730 | "\n", | |
|
10731 | "\n", | |
|
10732 | "mpl.figure.prototype.handle_resize = function(fig, msg) {\n", | |
|
10733 | " var size = msg['size'];\n", | |
|
10734 | " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n", | |
|
10735 | " fig._resize_canvas(size[0], size[1]);\n", | |
|
10736 | " fig.send_message(\"refresh\", {});\n", | |
|
10737 | " };\n", | |
|
10738 | "}\n", | |
|
10739 | "\n", | |
|
10740 | "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n", | |
|
10741 | " var x0 = msg['x0'] / mpl.ratio;\n", | |
|
10742 | " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n", | |
|
10743 | " var x1 = msg['x1'] / mpl.ratio;\n", | |
|
10744 | " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n", | |
|
10745 | " x0 = Math.floor(x0) + 0.5;\n", | |
|
10746 | " y0 = Math.floor(y0) + 0.5;\n", | |
|
10747 | " x1 = Math.floor(x1) + 0.5;\n", | |
|
10748 | " y1 = Math.floor(y1) + 0.5;\n", | |
|
10749 | " var min_x = Math.min(x0, x1);\n", | |
|
10750 | " var min_y = Math.min(y0, y1);\n", | |
|
10751 | " var width = Math.abs(x1 - x0);\n", | |
|
10752 | " var height = Math.abs(y1 - y0);\n", | |
|
10753 | "\n", | |
|
10754 | " fig.rubberband_context.clearRect(\n", | |
|
10755 | " 0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
10756 | "\n", | |
|
10757 | " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", | |
|
10758 | "}\n", | |
|
10759 | "\n", | |
|
10760 | "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n", | |
|
10761 | " // Updates the figure title.\n", | |
|
10762 | " fig.header.textContent = msg['label'];\n", | |
|
10763 | "}\n", | |
|
10764 | "\n", | |
|
10765 | "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n", | |
|
10766 | " var cursor = msg['cursor'];\n", | |
|
10767 | " switch(cursor)\n", | |
|
10768 | " {\n", | |
|
10769 | " case 0:\n", | |
|
10770 | " cursor = 'pointer';\n", | |
|
10771 | " break;\n", | |
|
10772 | " case 1:\n", | |
|
10773 | " cursor = 'default';\n", | |
|
10774 | " break;\n", | |
|
10775 | " case 2:\n", | |
|
10776 | " cursor = 'crosshair';\n", | |
|
10777 | " break;\n", | |
|
10778 | " case 3:\n", | |
|
10779 | " cursor = 'move';\n", | |
|
10780 | " break;\n", | |
|
10781 | " }\n", | |
|
10782 | " fig.rubberband_canvas.style.cursor = cursor;\n", | |
|
10783 | "}\n", | |
|
10784 | "\n", | |
|
10785 | "mpl.figure.prototype.handle_message = function(fig, msg) {\n", | |
|
10786 | " fig.message.textContent = msg['message'];\n", | |
|
10787 | "}\n", | |
|
10788 | "\n", | |
|
10789 | "mpl.figure.prototype.handle_draw = function(fig, msg) {\n", | |
|
10790 | " // Request the server to send over a new figure.\n", | |
|
10791 | " fig.send_draw_message();\n", | |
|
10792 | "}\n", | |
|
10793 | "\n", | |
|
10794 | "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n", | |
|
10795 | " fig.image_mode = msg['mode'];\n", | |
|
10796 | "}\n", | |
|
10797 | "\n", | |
|
10798 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
10799 | " // Called whenever the canvas gets updated.\n", | |
|
10800 | " this.send_message(\"ack\", {});\n", | |
|
10801 | "}\n", | |
|
10802 | "\n", | |
|
10803 | "// A function to construct a web socket function for onmessage handling.\n", | |
|
10804 | "// Called in the figure constructor.\n", | |
|
10805 | "mpl.figure.prototype._make_on_message_function = function(fig) {\n", | |
|
10806 | " return function socket_on_message(evt) {\n", | |
|
10807 | " if (evt.data instanceof Blob) {\n", | |
|
10808 | " /* FIXME: We get \"Resource interpreted as Image but\n", | |
|
10809 | " * transferred with MIME type text/plain:\" errors on\n", | |
|
10810 | " * Chrome. But how to set the MIME type? It doesn't seem\n", | |
|
10811 | " * to be part of the websocket stream */\n", | |
|
10812 | " evt.data.type = \"image/png\";\n", | |
|
10813 | "\n", | |
|
10814 | " /* Free the memory for the previous frames */\n", | |
|
10815 | " if (fig.imageObj.src) {\n", | |
|
10816 | " (window.URL || window.webkitURL).revokeObjectURL(\n", | |
|
10817 | " fig.imageObj.src);\n", | |
|
10818 | " }\n", | |
|
10819 | "\n", | |
|
10820 | " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", | |
|
10821 | " evt.data);\n", | |
|
10822 | " fig.updated_canvas_event();\n", | |
|
10823 | " fig.waiting = false;\n", | |
|
10824 | " return;\n", | |
|
10825 | " }\n", | |
|
10826 | " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n", | |
|
10827 | " fig.imageObj.src = evt.data;\n", | |
|
10828 | " fig.updated_canvas_event();\n", | |
|
10829 | " fig.waiting = false;\n", | |
|
10830 | " return;\n", | |
|
10831 | " }\n", | |
|
10832 | "\n", | |
|
10833 | " var msg = JSON.parse(evt.data);\n", | |
|
10834 | " var msg_type = msg['type'];\n", | |
|
10835 | "\n", | |
|
10836 | " // Call the \"handle_{type}\" callback, which takes\n", | |
|
10837 | " // the figure and JSON message as its only arguments.\n", | |
|
10838 | " try {\n", | |
|
10839 | " var callback = fig[\"handle_\" + msg_type];\n", | |
|
10840 | " } catch (e) {\n", | |
|
10841 | " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n", | |
|
10842 | " return;\n", | |
|
10843 | " }\n", | |
|
10844 | "\n", | |
|
10845 | " if (callback) {\n", | |
|
10846 | " try {\n", | |
|
10847 | " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", | |
|
10848 | " callback(fig, msg);\n", | |
|
10849 | " } catch (e) {\n", | |
|
10850 | " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n", | |
|
10851 | " }\n", | |
|
10852 | " }\n", | |
|
10853 | " };\n", | |
|
10854 | "}\n", | |
|
10855 | "\n", | |
|
10856 | "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", | |
|
10857 | "mpl.findpos = function(e) {\n", | |
|
10858 | " //this section is from http://www.quirksmode.org/js/events_properties.html\n", | |
|
10859 | " var targ;\n", | |
|
10860 | " if (!e)\n", | |
|
10861 | " e = window.event;\n", | |
|
10862 | " if (e.target)\n", | |
|
10863 | " targ = e.target;\n", | |
|
10864 | " else if (e.srcElement)\n", | |
|
10865 | " targ = e.srcElement;\n", | |
|
10866 | " if (targ.nodeType == 3) // defeat Safari bug\n", | |
|
10867 | " targ = targ.parentNode;\n", | |
|
10868 | "\n", | |
|
10869 | " // jQuery normalizes the pageX and pageY\n", | |
|
10870 | " // pageX,Y are the mouse positions relative to the document\n", | |
|
10871 | " // offset() returns the position of the element relative to the document\n", | |
|
10872 | " var x = e.pageX - $(targ).offset().left;\n", | |
|
10873 | " var y = e.pageY - $(targ).offset().top;\n", | |
|
10874 | "\n", | |
|
10875 | " return {\"x\": x, \"y\": y};\n", | |
|
10876 | "};\n", | |
|
10877 | "\n", | |
|
10878 | "/*\n", | |
|
10879 | " * return a copy of an object with only non-object keys\n", | |
|
10880 | " * we need this to avoid circular references\n", | |
|
10881 | " * http://stackoverflow.com/a/24161582/3208463\n", | |
|
10882 | " */\n", | |
|
10883 | "function simpleKeys (original) {\n", | |
|
10884 | " return Object.keys(original).reduce(function (obj, key) {\n", | |
|
10885 | " if (typeof original[key] !== 'object')\n", | |
|
10886 | " obj[key] = original[key]\n", | |
|
10887 | " return obj;\n", | |
|
10888 | " }, {});\n", | |
|
10889 | "}\n", | |
|
10890 | "\n", | |
|
10891 | "mpl.figure.prototype.mouse_event = function(event, name) {\n", | |
|
10892 | " var canvas_pos = mpl.findpos(event)\n", | |
|
10893 | "\n", | |
|
10894 | " if (name === 'button_press')\n", | |
|
10895 | " {\n", | |
|
10896 | " this.canvas.focus();\n", | |
|
10897 | " this.canvas_div.focus();\n", | |
|
10898 | " }\n", | |
|
10899 | "\n", | |
|
10900 | " var x = canvas_pos.x * mpl.ratio;\n", | |
|
10901 | " var y = canvas_pos.y * mpl.ratio;\n", | |
|
10902 | "\n", | |
|
10903 | " this.send_message(name, {x: x, y: y, button: event.button,\n", | |
|
10904 | " step: event.step,\n", | |
|
10905 | " guiEvent: simpleKeys(event)});\n", | |
|
10906 | "\n", | |
|
10907 | " /* This prevents the web browser from automatically changing to\n", | |
|
10908 | " * the text insertion cursor when the button is pressed. We want\n", | |
|
10909 | " * to control all of the cursor setting manually through the\n", | |
|
10910 | " * 'cursor' event from matplotlib */\n", | |
|
10911 | " event.preventDefault();\n", | |
|
10912 | " return false;\n", | |
|
10913 | "}\n", | |
|
10914 | "\n", | |
|
10915 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
10916 | " // Handle any extra behaviour associated with a key event\n", | |
|
10917 | "}\n", | |
|
10918 | "\n", | |
|
10919 | "mpl.figure.prototype.key_event = function(event, name) {\n", | |
|
10920 | "\n", | |
|
10921 | " // Prevent repeat events\n", | |
|
10922 | " if (name == 'key_press')\n", | |
|
10923 | " {\n", | |
|
10924 | " if (event.which === this._key)\n", | |
|
10925 | " return;\n", | |
|
10926 | " else\n", | |
|
10927 | " this._key = event.which;\n", | |
|
10928 | " }\n", | |
|
10929 | " if (name == 'key_release')\n", | |
|
10930 | " this._key = null;\n", | |
|
10931 | "\n", | |
|
10932 | " var value = '';\n", | |
|
10933 | " if (event.ctrlKey && event.which != 17)\n", | |
|
10934 | " value += \"ctrl+\";\n", | |
|
10935 | " if (event.altKey && event.which != 18)\n", | |
|
10936 | " value += \"alt+\";\n", | |
|
10937 | " if (event.shiftKey && event.which != 16)\n", | |
|
10938 | " value += \"shift+\";\n", | |
|
10939 | "\n", | |
|
10940 | " value += 'k';\n", | |
|
10941 | " value += event.which.toString();\n", | |
|
10942 | "\n", | |
|
10943 | " this._key_event_extra(event, name);\n", | |
|
10944 | "\n", | |
|
10945 | " this.send_message(name, {key: value,\n", | |
|
10946 | " guiEvent: simpleKeys(event)});\n", | |
|
10947 | " return false;\n", | |
|
10948 | "}\n", | |
|
10949 | "\n", | |
|
10950 | "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n", | |
|
10951 | " if (name == 'download') {\n", | |
|
10952 | " this.handle_save(this, null);\n", | |
|
10953 | " } else {\n", | |
|
10954 | " this.send_message(\"toolbar_button\", {name: name});\n", | |
|
10955 | " }\n", | |
|
10956 | "};\n", | |
|
10957 | "\n", | |
|
10958 | "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n", | |
|
10959 | " this.message.textContent = tooltip;\n", | |
|
10960 | "};\n", | |
|
10961 | "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", | |
|
10962 | "\n", | |
|
10963 | "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", | |
|
10964 | "\n", | |
|
10965 | "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", | |
|
10966 | " // Create a \"websocket\"-like object which calls the given IPython comm\n", | |
|
10967 | " // object with the appropriate methods. Currently this is a non binary\n", | |
|
10968 | " // socket, so there is still some room for performance tuning.\n", | |
|
10969 | " var ws = {};\n", | |
|
10970 | "\n", | |
|
10971 | " ws.close = function() {\n", | |
|
10972 | " comm.close()\n", | |
|
10973 | " };\n", | |
|
10974 | " ws.send = function(m) {\n", | |
|
10975 | " //console.log('sending', m);\n", | |
|
10976 | " comm.send(m);\n", | |
|
10977 | " };\n", | |
|
10978 | " // Register the callback with on_msg.\n", | |
|
10979 | " comm.on_msg(function(msg) {\n", | |
|
10980 | " //console.log('receiving', msg['content']['data'], msg);\n", | |
|
10981 | " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", | |
|
10982 | " ws.onmessage(msg['content']['data'])\n", | |
|
10983 | " });\n", | |
|
10984 | " return ws;\n", | |
|
10985 | "}\n", | |
|
10986 | "\n", | |
|
10987 | "mpl.mpl_figure_comm = function(comm, msg) {\n", | |
|
10988 | " // This is the function which gets called when the mpl process\n", | |
|
10989 | " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", | |
|
10990 | "\n", | |
|
10991 | " var id = msg.content.data.id;\n", | |
|
10992 | " // Get hold of the div created by the display call when the Comm\n", | |
|
10993 | " // socket was opened in Python.\n", | |
|
10994 | " var element = $(\"#\" + id);\n", | |
|
10995 | " var ws_proxy = comm_websocket_adapter(comm)\n", | |
|
10996 | "\n", | |
|
10997 | " function ondownload(figure, format) {\n", | |
|
10998 | " window.open(figure.imageObj.src);\n", | |
|
10999 | " }\n", | |
|
11000 | "\n", | |
|
11001 | " var fig = new mpl.figure(id, ws_proxy,\n", | |
|
11002 | " ondownload,\n", | |
|
11003 | " element.get(0));\n", | |
|
11004 | "\n", | |
|
11005 | " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", | |
|
11006 | " // web socket which is closed, not our websocket->open comm proxy.\n", | |
|
11007 | " ws_proxy.onopen();\n", | |
|
11008 | "\n", | |
|
11009 | " fig.parent_element = element.get(0);\n", | |
|
11010 | " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", | |
|
11011 | " if (!fig.cell_info) {\n", | |
|
11012 | " console.error(\"Failed to find cell for figure\", id, fig);\n", | |
|
11013 | " return;\n", | |
|
11014 | " }\n", | |
|
11015 | "\n", | |
|
11016 | " var output_index = fig.cell_info[2]\n", | |
|
11017 | " var cell = fig.cell_info[0];\n", | |
|
11018 | "\n", | |
|
11019 | "};\n", | |
|
11020 | "\n", | |
|
11021 | "mpl.figure.prototype.handle_close = function(fig, msg) {\n", | |
|
11022 | " var width = fig.canvas.width/mpl.ratio\n", | |
|
11023 | " fig.root.unbind('remove')\n", | |
|
11024 | "\n", | |
|
11025 | " // Update the output cell to use the data from the current canvas.\n", | |
|
11026 | " fig.push_to_output();\n", | |
|
11027 | " var dataURL = fig.canvas.toDataURL();\n", | |
|
11028 | " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", | |
|
11029 | " // the notebook keyboard shortcuts fail.\n", | |
|
11030 | " IPython.keyboard_manager.enable()\n", | |
|
11031 | " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n", | |
|
11032 | " fig.close_ws(fig, msg);\n", | |
|
11033 | "}\n", | |
|
11034 | "\n", | |
|
11035 | "mpl.figure.prototype.close_ws = function(fig, msg){\n", | |
|
11036 | " fig.send_message('closing', msg);\n", | |
|
11037 | " // fig.ws.close()\n", | |
|
11038 | "}\n", | |
|
11039 | "\n", | |
|
11040 | "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n", | |
|
11041 | " // Turn the data on the canvas into data in the output cell.\n", | |
|
11042 | " var width = this.canvas.width/mpl.ratio\n", | |
|
11043 | " var dataURL = this.canvas.toDataURL();\n", | |
|
11044 | " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", | |
|
11045 | "}\n", | |
|
11046 | "\n", | |
|
11047 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
11048 | " // Tell IPython that the notebook contents must change.\n", | |
|
11049 | " IPython.notebook.set_dirty(true);\n", | |
|
11050 | " this.send_message(\"ack\", {});\n", | |
|
11051 | " var fig = this;\n", | |
|
11052 | " // Wait a second, then push the new image to the DOM so\n", | |
|
11053 | " // that it is saved nicely (might be nice to debounce this).\n", | |
|
11054 | " setTimeout(function () { fig.push_to_output() }, 1000);\n", | |
|
11055 | "}\n", | |
|
11056 | "\n", | |
|
11057 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
11058 | " var fig = this;\n", | |
|
11059 | "\n", | |
|
11060 | " var nav_element = $('<div/>')\n", | |
|
11061 | " nav_element.attr('style', 'width: 100%');\n", | |
|
11062 | " this.root.append(nav_element);\n", | |
|
11063 | "\n", | |
|
11064 | " // Define a callback function for later on.\n", | |
|
11065 | " function toolbar_event(event) {\n", | |
|
11066 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
11067 | " }\n", | |
|
11068 | " function toolbar_mouse_event(event) {\n", | |
|
11069 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
11070 | " }\n", | |
|
11071 | "\n", | |
|
11072 | " for(var toolbar_ind in mpl.toolbar_items){\n", | |
|
11073 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
11074 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
11075 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
11076 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
11077 | "\n", | |
|
11078 | " if (!name) { continue; };\n", | |
|
11079 | "\n", | |
|
11080 | " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n", | |
|
11081 | " button.click(method_name, toolbar_event);\n", | |
|
11082 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
11083 | " nav_element.append(button);\n", | |
|
11084 | " }\n", | |
|
11085 | "\n", | |
|
11086 | " // Add the status bar.\n", | |
|
11087 | " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n", | |
|
11088 | " nav_element.append(status_bar);\n", | |
|
11089 | " this.message = status_bar[0];\n", | |
|
11090 | "\n", | |
|
11091 | " // Add the close button to the window.\n", | |
|
11092 | " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n", | |
|
11093 | " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n", | |
|
11094 | " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", | |
|
11095 | " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", | |
|
11096 | " buttongrp.append(button);\n", | |
|
11097 | " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", | |
|
11098 | " titlebar.prepend(buttongrp);\n", | |
|
11099 | "}\n", | |
|
11100 | "\n", | |
|
11101 | "mpl.figure.prototype._root_extra_style = function(el){\n", | |
|
11102 | " var fig = this\n", | |
|
11103 | " el.on(\"remove\", function(){\n", | |
|
11104 | "\tfig.close_ws(fig, {});\n", | |
|
11105 | " });\n", | |
|
11106 | "}\n", | |
|
11107 | "\n", | |
|
11108 | "mpl.figure.prototype._canvas_extra_style = function(el){\n", | |
|
11109 | " // this is important to make the div 'focusable\n", | |
|
11110 | " el.attr('tabindex', 0)\n", | |
|
11111 | " // reach out to IPython and tell the keyboard manager to turn it's self\n", | |
|
11112 | " // off when our div gets focus\n", | |
|
11113 | "\n", | |
|
11114 | " // location in version 3\n", | |
|
11115 | " if (IPython.notebook.keyboard_manager) {\n", | |
|
11116 | " IPython.notebook.keyboard_manager.register_events(el);\n", | |
|
11117 | " }\n", | |
|
11118 | " else {\n", | |
|
11119 | " // location in version 2\n", | |
|
11120 | " IPython.keyboard_manager.register_events(el);\n", | |
|
11121 | " }\n", | |
|
11122 | "\n", | |
|
11123 | "}\n", | |
|
11124 | "\n", | |
|
11125 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
11126 | " var manager = IPython.notebook.keyboard_manager;\n", | |
|
11127 | " if (!manager)\n", | |
|
11128 | " manager = IPython.keyboard_manager;\n", | |
|
11129 | "\n", | |
|
11130 | " // Check for shift+enter\n", | |
|
11131 | " if (event.shiftKey && event.which == 13) {\n", | |
|
11132 | " this.canvas_div.blur();\n", | |
|
11133 | " event.shiftKey = false;\n", | |
|
11134 | " // Send a \"J\" for go to next cell\n", | |
|
11135 | " event.which = 74;\n", | |
|
11136 | " event.keyCode = 74;\n", | |
|
11137 | " manager.command_mode();\n", | |
|
11138 | " manager.handle_keydown(event);\n", | |
|
11139 | " }\n", | |
|
11140 | "}\n", | |
|
11141 | "\n", | |
|
11142 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
11143 | " fig.ondownload(fig, null);\n", | |
|
11144 | "}\n", | |
|
11145 | "\n", | |
|
11146 | "\n", | |
|
11147 | "mpl.find_output_cell = function(html_output) {\n", | |
|
11148 | " // Return the cell and output element which can be found *uniquely* in the notebook.\n", | |
|
11149 | " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", | |
|
11150 | " // IPython event is triggered only after the cells have been serialised, which for\n", | |
|
11151 | " // our purposes (turning an active figure into a static one), is too late.\n", | |
|
11152 | " var cells = IPython.notebook.get_cells();\n", | |
|
11153 | " var ncells = cells.length;\n", | |
|
11154 | " for (var i=0; i<ncells; i++) {\n", | |
|
11155 | " var cell = cells[i];\n", | |
|
11156 | " if (cell.cell_type === 'code'){\n", | |
|
11157 | " for (var j=0; j<cell.output_area.outputs.length; j++) {\n", | |
|
11158 | " var data = cell.output_area.outputs[j];\n", | |
|
11159 | " if (data.data) {\n", | |
|
11160 | " // IPython >= 3 moved mimebundle to data attribute of output\n", | |
|
11161 | " data = data.data;\n", | |
|
11162 | " }\n", | |
|
11163 | " if (data['text/html'] == html_output) {\n", | |
|
11164 | " return [cell, data, j];\n", | |
|
11165 | " }\n", | |
|
11166 | " }\n", | |
|
11167 | " }\n", | |
|
11168 | " }\n", | |
|
11169 | "}\n", | |
|
11170 | "\n", | |
|
11171 | "// Register the function which deals with the matplotlib target/channel.\n", | |
|
11172 | "// The kernel may be null if the page has been refreshed.\n", | |
|
11173 | "if (IPython.notebook.kernel != null) {\n", | |
|
11174 | " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", | |
|
11175 | "}\n" | |
|
11176 | ], | |
|
11177 | "text/plain": [ | |
|
11178 | "<IPython.core.display.Javascript object>" | |
|
11179 | ] | |
|
11180 | }, | |
|
11181 | "metadata": {}, | |
|
11182 | "output_type": "display_data" | |
|
11183 | }, | |
|
11184 | { | |
|
11185 | "data": { | |
|
11186 | "text/html": [ | |
|
11187 | "<img 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2vfkyZOqXbu2DMPQuHHjnNbz2GOPmcFq8XBRKnzfiwLG7t27OwyvVqxYYXldfRkQujvPsWjRInP8tWvX2i0vHhAahqHRo0e7vJysu8+xp/cg/PLLL81xPvjgA6f9iv6G27dv73I8RwgIARAQhohKDwhPnJAMI3TaiRPlfEdKpzImFGFhYUpJSXHY56uvvjLHiI6OdnqQWvwgavv27ZZl+/fvV3h4uAzD0Oeff+6y5hkzZsgwDMXFxVke37Vrl3nQOXjwYJdjlJSTk6M6deqo6Ntsjr5NKElnz541LxPStm1by7KMjAzzOQwcONDptjZv3uxyQvHee+/JMAxFRUXphJu/nS5dusgwDI0YMcLyeNE3G519e6+8CAgBAACA4OLJMX6oTeV9MJ1nPs98vtLn88UDwmeeecZl32eeeUaGYSg+Pl45OTlO+128eFHx8fFyFP5OmTLF3N7OnTudjlE8IPZlQOiJosvg3nvvvXbLigeEderUcXvvzooKCG02my677DIZhqHf/e53Dvts3brV3NYrr7zicjxHCAgBEBCGCALCwJ5RVMaEwtU3izIzM80xBg0a5LRf8QORTz75xLLs9ddfNyckzg7mi6xatcoc5+DBg+bjL730kvn4119/7XKMkr777jtz3Xnz5rnsW/zSGMeOHTMfX7p0qfn4ypUrXY7Rrl07p6970bcW+/bt67buom9JNm/e3PL49ddfL8MovL9DyRvOVwQCQgAAACC4EBD6xXSe+Tzz+UqfzxcPCNPT0132Lbq8pbv72km/Pvcbb7zR8vjll18uwyi8b58rn3zyiVmXvwSENptNGRkZSktLs1zac8CAATKMwkuHllQ8ILznnnvcbqOiAkJJmjt3rgyj8JecxT9fRe69914ZhqGIiAidOnXK7XglERACICAMEQSEgT2jqIwJxfDhw52OUVBQYI7xyCOPOO2Xnp5u9nvvvfcsy37/+9+by0rTNm/ebI5RdB3/atWqKTc31+1zL27Bgq0NVwgAACAASURBVAXmmBs2bHDZd/HixWbf4pcCmTlzpvn4oUOHXI4xduxYp6970eVIStOqV69uGeOdd94xl9WuXVtjx47V0qVLdfjw4VK8Ks4REAIAAADBhYDQL6bzzOeZz1f6fL4oaIuJiXHZLz8/X1WrVi3182nTpo05RnZ2tvn4hAkTXG7v8OHDZl9fB4SrVq3SgAEDVLNmTY+fa5HiAaG7wFqq2IDw6NGj5i9hS/46NCcnR/Xq1XO7T3CFgBAAAWGIICAM7BlFZUwoxowZ49E2HR3EFSl+kJSQkGBZVvym1qVpxW9MXnSz6NjYWLfPu6Rnn33WHLPk9fJL+uKLL8y+y5cvNx+fPHmy+birS29I0qOPPur0dS+6cXtpW0mPPfaYw4P5yy67TA8++KDbbwq6QkAIAAAABBcCQr+YzjOfZz4vqXLn80VBW5MmTVz2O3HiRJmeS/EALyMjw3x85syZLreXk5Pj8m/RGwGhzWbT+PHjPX6uzZo1sxuj+Gdl4cKFLmuVKjYglKRbb71VhmGoRYsWlnsffvjhh+Z2EhMTPRqrJAJCAASEIaLSA8JQu7O5l+9qHogTir59+8owDDVo0MBy2QZ37ZdffjHHqKgJRVpamsu+nkwo3H3j0dWEIjIyUoZhqH///qV6LRw5cOCA5s6dq969e9tNVKpVq6Y333zTg1fHHgEhAAAAEFw8OcYPtam8D6bzzOeZz5sqaz7vadBWPNybMGGCx8+l+HsQaAHhwoULzXU7dOigxYsXKzU1VefOnbNcPveee+5xWourz4ojFR0Qfvrpp+Z469evNx8v+ow1adJEBWXcsREQAiAgDBGVHhCiUgXihGLEiBEyDEORkZFu71ngjK8vSVJ8klCeS5LExcXJMAzddNNNpXoO7uTl5em7777T/fffr6ioKBlG4c3qt23bVuqx+JwDAAAAwYVjfP/AfJ75vCMVOZ/3NGjLzc01n+f48ePLVHdFXmK06HVv2rSpy3GK7olZloCwa9euMozC+z9euHDB6TaK7kHojwFhfn6+GjdubPnsHzlyRFWqVJFhGHr88cc9GscRAkIABIQhgoAwsAXihGLevHnmsk2bNrmt25H58+c7/JaUJ0pzU/Np06aZfYvf1PyDDz4wH3d3U/Mrr7zS6etedKBZu3btUk+MPPXxxx+b23/sscdKvT6fcwAAACC4cIzvH5jPM593p7zzeU8DQklq166dDMNQ69aty1Bpocsuu0yGYahjx44u+33yyScu/xbvu+8+GYahmjVruhynqF9ZAsKYmBgZhqEHH3zQ6fg2m80M4LwREN5www2lCgilX++pWaNGDWVlZWnu3LlmqLx3716PxymJgBAAAWGIICAMbIE4odi1a5fCwsJkGIbuuusut3U7kpaWZo4xePDgUq2bk5OjOnXqyDAMXXnllU4vt3Du3Dk1aNBAhmGobdu2lmXHjh0zbwZ92223Od1W8c+Xo9e9+Lcf33rrrVI9D0+dPXvW3MakSZNKvT6fcwAAACC4cIzvH5jPM593p7zz+dIEhEVBk2EY+uKLL8pQrTRp0iRzjJ07dzrtd/vtt7v8W3z55ZfN5c7uNZmbm6v4+PgyB4RFv86cPHmy0zqLB5neCAiLLg3arVs3t2MV2bt3r/l5Wrhwoa644opSh4yOEBACICAMEQSEgS3QJhTbt0vPPSfdcMPT5vKXXnrJ5fb27dunpUuX2j0+ZMgQc4wXXnjB6fq//PKLTp8+bXns4YcfNtd96qmn7Nax2WwaPXq02edvf/uby+1/+OGHdsuzsrLUsWNHlxOKnJwcNW3aVIZhKCYmRl9//bXT5yFJ33zzjd03LJcsWaKLFy86XWfFihXm9p999lmX4zsSFJ/zggJpyRLphRek48d9XQ0AAADgU2U6xrfZpMxMKSNDqqRfS4WaQJvPF7njjjuYzysw5vOlCQh/+ukn81d1jRs3dhnwSdKqVau0fft2y2PJyclmWNW9e3eHl+786KOPLK+ro7/Fbdu2mcsnTpzocPvTp0+3jFPagPCqq66SYRiKi4tTZmam3fK9e/eal5H1VkBYdGnVhg0bymazuR2vyI033ijDMNSoUSNz/Hfffdfj9R0hIARAQBgiCAgDWyBNKFJSpIgIyTAKW2zseLPP9ddfr4ULF2rjxo3atm2b/vOf/+jFF1/U7373O1WpUkVDhw6128ZPP/1kOVjr3bu33nvvPW3ZskVJSUlasWKFpk2bpnr16mndunWWdc+dO6cWLVqY6w4dOlSrVq3S1q1b9dFHH5mXdSg6qHV0b4X9+/erZs2aMgxD4eHhmjZtmr766islJydr0aJFatmypQzDUKdOnVy+7hs3bjRvbh4eHq6RI0dqxYoVSk5O1pYtW/Tpp59q1qxZ5sHra6+9Zvd+xMbGaurUqVqyZIm+//57bdu2TYmJiXrwwQdVvXp1c8Li7v4KjgT859xmk0aN+vUPr2lTKS/P11UBAAAAPlOmY/yDB6WkpML2ww9SGe8/h18F0ny+uMzMTMt8mvm8/87nSxMQStLKlSvNgC8qKkpTpkzRp59+qq1bt2rTpk366KOPNGPGDPP1//zzz+3GKP4rwnbt2mnx4sVKTk7WV199pXvvvVfh4eHq0qWLy5BXkrp37272GTNmjL766itt3bpVy5cvV+/evWUYhnr06FHmgLD45XJbtmypd955R5s3b9bXX3+t2bNnq3bt2oqKitLVV1/ttYDw7bffNpf/8Y9/VHJysvbs2aM9e/bowIEDTsctftlcwzBUq1YtnT9/3m09rhAQAiAgDBEEhIEtkCYUzz33a0ZjGNIdd1zQddddZzmIcdbGjh3rcDvp6emWewI4ayUnFEU1tm7d2uV61157rcNvkhVZt26dOalw1GbNmuX2dZcKJxVF3zx010p+C8yTdWrXrq3ExESn23cl4D/nf/2r9Q/PMKRvvvF1VQAAAIDPlPoY/+TJX8PBonbmTOUWGQICaT5fUkZGBvP5/+fP8/nSBoSS9Nlnn6levXpu66pSpYq++uoru/Vzc3M1cOBAp+s1b95ce/fuNf/93HPPOawjNTVVDRs2dDrOww8/rISEBPPfpQ0I8/Ly1KdPH6fjV69eXf/4xz9cvoYVHRBmZWVZwu/izdV7mJ2drbp165p9nf3qsjQICAEQEIYIAsLAFkgTipkzrRnNkCGFfVetWqWRI0eqRYsWio6OVrVq1XTJJZeoR48eeuihh9xepiM/P1+LFy/WgAED1LhxY1WrVk3Vq1dXy5YtNXr0aH366acOvzEoFR64vv766+rVq5fq16+vatWqKTY2Vv369dOSJUuc3s+guEOHDmnq1Km69NJLFRERodjYWA0YMMC8Zr8nEwqp8PIkb731lgYMGKC4uDhFREQoKipKTZs2VZ8+fTR37lyH197fuXOnnn/+ed16661q27at6tevr/DwcNWpU0fdunXT7Nmz9dNPP7l9Hs4E9Of8m2+kqlXtA8I1a3xdGQAAAOAzpTrGP39eSk62DwhPnar8QoNcIM3nnWE+X8hf5/NlCQilwnsfvvjii+rdu7diY2PN96V58+YaOHCg5s+f7/IXjTabTQkJCerZs6dq166t6OhotWnTRo899phOnz6tM2fOmK/rm2++6XScI0eOWN6fSy65RP369dPq1aslqVwBoSRdvHhRr776qjp16qTo6GhVr15dl19+uaZMmaLU1FRJrl/Dig4IpcJf195///1q06aNoqOjPQoIJesvNzdu3Oi2FncICAEQEIYIAkJ4y8MPWzOaQYN8XRE8EbCf84wMqXFj+3DQMCQHl0EBAAAAQoXHx/gXL0o//mgfDhIQAiiHb775xjwXuXbtWl+XExSKLrfatm3bChmPgBAAAWGIICCEt9x/vzWjGTjQ1xXBEwH5Oc/Lk66/3nE4aBjSP//p6woBAAAAn/HoGN9mk3bvdhwOJiUVXnYUAMpg2rRpMgxD1apV0xkuV1xuu3btMs/tvvjiixUyJgEhAALCEEFACG+ZNs2a0fTr5+uK4ImA/Jw/9JDzcNAwpI8+8nWFAAAAgM94dIx/7JjzcDApSTpxwnsFAwgYJ0+edBn6ffHFFwoPD5dhGBo6dKgXKwteY8eOlWEYioqK0qkK+nU3ASEAAsIQQUAIb5k0yZrR3HyzryuCJwLuc/6Pf7gOBw1D+vBDX1cJAAAA+IzbY/yff3YdDhIQAnBi3bp1qlWrlsaPH69ly5Zpy5YtSk5O1sqVKzVmzBgzHKxevbrS0tJ8XW5AunDhgvbs2aPt27fr6aefVlhYmAzD0H333Vdh2yAgBEBAGCIICOEtY8daM5revX1dETwRUJ/zlBQpJsb6hxYRIdWta31s6VJfVwoAAAD4jMtj/Jwc6Ycf7APBko8dP+79wgH4vXXr1pnnGZ21WrVq6V//+pevSw1Yjl7jpk2b6vTp0xW2DQJCAASEIYKAEN4yapQ1o+nVy9cVwRMB8znPypLatLH/teCCBVL79tbHlizxdbUAAACAzzg9xi8oKPzSXclw8Ngxadcu62M//eSb4gH4taysLC1evFh33XWX2rRpowYNGqhq1aqqV6+eunTpolmzZukEv0Aul6KAMCwsTHFxcRo1apQOHjxYodsgIARAQBgiCAjhLXfeac1oevb0dUXwREB8zm026Y477MPBsWMLl119tfXxxYt9XTEAAADgM06P8Q8csA8H9+wpPKYmIASAkEFACICAMEQQEMJbhgyxZjTdu/u6IngiID7n8+fbh4MdO0oXLhQu79LFuuydd3xbLwAAAOBDDo/xT560Dwd//FG6eLFweVqadVlGhm+KBwBUOgJCAASEIYKAEN5y663WjKZzZ19XBE/4/ed8wwYpPNz6x1WnjpSe/muf7t3tLzsKAAAAhCi7Y/zz56XkZGsAuHXrr1+4K1zJ/rKjAICgREAIgIAwRBAQwlv69bNmNFdf7euK4Am//pwfOyY1amT/68FVq6z9eva0Lv/b33xTLwAAAOAHLMf4Fy8W/lKw5K8HT50quRIBIQCECAJCAASEIYKAEN5y003WjKZ9e19XBE/47ec8L0+67jr7cHDWLPu+vXpZ+7z2mtfLBQAAAPyF5Ri/ZPCXlCQdPGi/0p491j5Hj3q/cACAVxAQAiAgDBEEhPCWkhnNlVf6uiJ4wm8/5w88YB8O9u0r5efb9+3d29rvr3/1fr0AAACAnzCP8R39cjAlRSoosF9p714CQgAIEQSEAAgIQ0R5dt579+5VSkqKUlNTZbPZKqlCBIsePawZTZs2vq4I7thsNqWmpiolJUXpxe/p52sffmgfDl56qf1lkIrcfLO170svebVcAAAAwJ+kp6crJTlZqUlJshUP/X74QcrNdbxSyYDwyBHvFg0A8Iri54L27t3r8XoEhEBwISAMEeXZeR86dEgpKSlKSUlRdnZ2JVWIYNG5szWjadnS1xXBnV9++cX8jB8+fNjX5RRKSZFq1LD+MUVGFp6kcKZ/f2v/F17wXr0AAACAnzm8c6dSPv5YKUlJ+qV46HfunPOV0tOtAaG/zA8AABUqOzvbPBd06NAhj9cjIASCCwFhiCjPzjszM9P8D+P48eOVVCGCRYcO1oymRQtfVwRXbDab5UsAZ8+e9XVJhScsWre2//Xg22+7Xm/gQGv/v/zFO/UCAAAA/iY7W2dHjVLKe+8p5fvvdajoV4QZGa7X27ePgBAAQsDx48fNc0GZmZker0dACAQXAsIQUZ6dd25urvkfRkpKik6dOqV8R/f/AiS1a2d/RUj4H5vNpl9++cUSDqampqrA0X1IvFuYNGyYfTg4bpz7dQcNsq4zZ07l1wsAAAD4o4kTVRAZqdR33lHKJ58oJSlJh378Ub9kZbm+dUjJgLAUvyoBAPi//Px8nTp1ynKuN9fZZacdICAEggsBYYgo78775MmTlv84UlJSlJaWpt27d9Nolta8ea4lo2nUKM/nNdHsW9F15ouHg+dcXWrIW156yT4c7NhRunDB/bpDhljXe+qpyq8XAAAA8DeLFpnHxOc6dlRqQoJSVq9Wyv/+Zx77O50rbN+u3UlJv7Yff/T53IVGo9FoFdPS0tLszu+ePHmyVP/FEBACwYWAMESUd+dts9l09OhRu/9EaLSSrUkTa0B4ySV5Pq+J5rr5TTj49ddSeLg15Ktbt/BbzJ4YPty67pNPVm69AAAAgL/ZurXw3t3FjovPde+u1K1bPZsffPONUhITf23ffuvz+QqNRqPRKqcdPXrU9a/KHSAgBIILAWGIqKidd3Z2tjIyMpSenu7zb73Q/LM1apRnyWjq17/o85po9i09PV2HDx/W2bNnfX9ZUUk6elSKjbUGfGFh0po1no9x113W9R97rPLqBQAAAPxNZqbUrJn9FTmWLlVBQYHOnj2rw4cPu57Pf/KJdr/yyq/tk098Pneh0Wg0WsW19PR0ZWRkKDs7u0z/1RAQAsGFgDBEsPOGt5TMeOrX93VF8Ht5edK119qfyJg9u3TjjBplXf9Pf6qUcgEAAAC/U1Ag3XKL/TH1ffeVbpw//MG6/qRJlVMvACAgcY4ZCC4EhCGCnTe8pX5963yydm1fVwS/98c/2p/I6Nev8CRHaYwZYx3j4YcrpVwAAADA7zz9tP0xdY8eUm5u6cYpeWw+fnzl1AsACEicYwaCCwFhiGDnDW+pVcs6n4yJ8XVF8GvLl9ufyLj0UunUqdKPNW6cdZw//rHCywUAAAD8TmJi4eX5ix8LN2woHTlS+rEeesg6zpgxFV4uACBwcY4ZCC4EhCGCnTe8pXp163yyenVfVwS/9b//STVqWP9gIiOl5OSyjTdxonWsP/yhYusFAAAA/M3+/VLdutbj4PBwad26so03Y4Z1rFGjKrJaAECA4xwzEFwICEMEO294S9Wq1vlkRISvK4JfOntWatXK/teDCxeWfcwpU6xjTZtWcfUCAAAA/iY7W7rmGvtj6nnzyj7mzJnWse6+u+LqBQAEPM4xA8GFgDBEsPOGN9hs9nPT8HBfVwW/Y7NJQ4fa/7GU9/4m06dbx5s8uWLqBQAAAPzRhAn2x9RDhxYeb5fVE09Yx7vjjoqrFwAQ8DjHDAQXAsIQwc4b3pCXZz8/NYzyzU8RhF580f6P5OqrC78BXR73328dc8KEiqkXAAAA8DcLF9ofU7dqVXiljvJ46in7wBEAgP/HOWYguBAQhgh23vCG8+cdB4T5+b6uDH5j/frCn5UW/wOpW1fat6/8Yz/4oHXcsWPLPyYAAADgb7ZuLbx3d/Fj3+hoaefO8o89Z4513MGDyz8mACBocI4ZCC4EhCGCnTe84eefHQeEubm+rgx+4ehRKTbW+scRFiatWVMx4z/yiHXse+6pmHEBAAAAf5GZKTVrZj/pWrasYsb/y1+s4w4cWDHjAgCCAueYgeBCQBgi2HnDG06dchwQXrjg68rgc3l50rXX2v9xzJ5dcdt49FHr2CNGVNzYAAAAgK8VFEj9+9sfU993X8Vt4/nnrWP3719xYwMAAh7nmIHgQkAYIth5wxsyMhwHhFlZvq4MPlfy/oBFJxsKCipuG48/bh3/zjsrbmwAAADA10reH9AwCr+El5dXcdsoeb/wPn0qbmwAQMDjHDMQXAgIQwQ7b3jDoUOOA8Kff/Z1ZfCppUvt/yiaNSu8PFJFmjXLuo1hwyp2fAAAAMBX1qwpvDx/8ePd2NjCy/hXpJdftm7jppsqdnwAQEDjHDMQXAgIQwQ7b3hDerrjgLCicyAEkJ07peho6x9EZKS0dWvFb+vpp63buf32it8GAAAA4G379kl161qPdcPDpfXrK35br75q3c4NN1T8NgAAAYtzzEBwISAspYMHD2rWrFm65ppr1KBBA0VGRqpJkybq2bOnnnzySe3YscPl+mvWrNHgwYMVHx+viIgIxcfHa/DgwVqzZk2l1s3OG96wa5fjgPDECV9XBp84e1Zq2dL+D+Kddypne3PnWrdz222Vsx0AAADAW7Kzpauvtj+mfvHFytne3/5m3c5111XOdgAAAYlzzEBwISAshVdffVU1atQwd4KO2v333+9w3YKCAo0fP97luhMmTFBBRd6Pqxh23vCGHTscB4THjvm6MnidzSYNGWL/xzBhQuVt87nnrNu65ZbK2xYAAADgDePH2x9TDxtWeLxdGRYssG6re/fK2Q4AICBxjhkILgSEHpozZ46582vZsqXmzZun9evX64cfftDatWs1b9489ejRQw888IDD9R999FFz/Y4dO2rZsmXasmWLli1bpo4dO5rLZs6cWSn1s/OGN2zb5jggPHzY15XB6154wf4P4ZprCr8BXVnmzbNur2/fytsWAAAAUNneftv+mLpVK+ncucrb5sKF1u116VJ52wIABBzOMQPBhYDQA2vXrjV3fKNHj1ZeXp7Tvrm5uXaPpaWlqWrVqjIMQ506ddKFCxcsy8+fP69OnTrJMAxVrVpVe/bsqfDnwM4b3rB5s+OA8MABX1cGr1q3TqpSxfpHUK+etH9/5W53/nzrNn/3u8rdHgAAAFBZkpML791d/Pi2Rg3pf/+r3O0mJNh/yQ8AgP/HOWYguBAQulFQUKArrrhChmGoffv2unjxYqnHmDp1qrnj3Lhxo8M+GzduNPtMmzatvGXbYecNb/j2W8cBYXq6ryuD1xw5IjVsaP0DCAuTEhMrf9uvvGLd7o03Vv42AQAAgIp26pR06aX2E6vlyyt/2++9Z91mhw6Vv00AQMDgHDMQXAgI3UhMTDR3ekuXLi31+jabTXFxcTIMQ61bt3bZt1WrVjIMQ/Hx8bJV8P0E2HnDG9avdxwQ7t7t68rgFbm5Uo8e9n8ATz/tne2//rp1u9df753tAgAAABUlP7/wUvklj6n/+EfvbP+DD6zbveoq72wXABAQOMcMBBcCQjfGjRsnwzAUFhamc8Wu85+Zmandu3crMzPT5frp6enmTnPy5Mku+06aNMnsu2/fvgqpvwg7b3jDf/7jOCBMTfV1ZfCKP/zB/s2/5RapoMA723/rLeu2r73WO9sFAAAAKsqsWfbH1D17Si5udVKhPvzQuu22bb2zXQBAQOAcMxBcCAjdaNu2rQzDUPPmzSVJH3zwga688kpzR2gYhlq2bKl58+YpJyfHbv3PP//c7Pfyyy+73Nb8+fPNvqtXr67Q58HOG96wZo3jgHDHDl9Xhkq3dKn9G9+smeTmSxQV6u23rdvv2tV72wYAAADKa/Vq+2Pq2Fjp2DHv1fDRR9btt2zpvW0DAPwe55iB4EJA6EJBQYGqVKkiwzDUuXNn3XfffZZgsGTr0aOHzpw5YxnjzTffNJevWLHC5fZWrFhh9n3rrbdKVevhw4ddtuJBJTtvVJZPP3UcEP73v76uDJVqxw4pOtr6pkdFSdu2ebeORYusNXTq5N3tAwAAAGW1b59Ut671eDY8XPr6a+/W8ckn1houu8y72wcA+DUCQiC4EBC6cPr0aXOHFxUVJcMw1LhxY73//vs6ffq0Lly4oK+//lrdunUz+91+++2WMV544QVzWWJiosvtrVmzxuz74osvlqpWV8FlycbOG5Wl5JdNi9rWrb6uDJXm558Lv1Vc8k1ftMj7tbz7rrWGjh29XwMAAABQWhcuFB67ljymfukl79fy2Wf2VwUBAOD/ERACwYWA0IXDhw9bgrXo6Gjt2rXLrt+FCxfUvn17s9+mTZvMZc8884z5+Jdffulye19++aXZd86cOaWqlYAQ/mDZMscBIX9yQcpmk26/3f4NnzjRN/W8/761jt/+1jd1AAAAAJ6y2aSxY+2PqYcNK1zmbSUvc9q0qfdrAAD4LQJCILgQELpw8uRJS7B23333Oe27atUqs98DDzxgPu6tXxByiVH4g/fecxwQbtzo68pQKZ5/3v7NvuYaKTvbN/WUTKjbtfNNHQAAAICn/v53+2Pq1q2lc+d8U88XX1hriYvzTR0AAL9EQAgEFwJCF3JyciwB4apVq5z2zc7OVtWqVWUYhnr27Gk+7q17ELrDzhve8M47jgPCb7/1dWWocF99JVWpYn2j69WTDhzwXU0rVtifWAEAAAD8VVKSFBFhPYaNiZFSUnxX09q11npiY31XCwDA73COGQguBIRuXHLJJeZOb/v27S77NmrUSIZhqFWrVuZjxX+59/LLL7tcf/78+Wbf1atXV0j9Rdh5wxsWLHAcEK5f7+vKUKGOHJEaNrS+yWFh0r/+5du6Pv7YWtPll/u2HgAAAMCZU6ekSy+1nzz94x++rWvdOms99ev7th4AgF/hHDMQXAgI3bjhhhvMnd62bdtc9i0KE9sVu6xdenq6uf7kyZNdrj9p0iSz7759+yqk/iLsvOENr7/uOCB0c/tNBJLcXKl7d/s3+ZlnfF2Z9Omn1pqaN/d1RQAAAIC9/Hypb1/7Y+pityvxmQ0brDXVqePrigAAfsSb55gPHDigBx98UK1atVJ0dLTq1q2rTp066YUXXtD58+crbDtr1qzR4MGDFR8fr4iICMXHx2vw4MFas2aNx2NcvHhRb775pnr27KkGDRooKipKLVq00KRJk7Rz506Pxzl58qSefPJJXXXVVapZs6Zq1qypq666Sk8++aROnTrl8Tg7duzQpEmT1KJFC0VFRalBgwbq2bOn3nzzTV28eNHpevv377dcUdGTdumllzocq1evXh6PAd/h1Xdj1qxZ5h/qRx995LTf2bNnFRYWJsMw1KdPH/Nxm82muLg4GYah1m4ud9e6dWsZhqH4+HjZKvhm5ASE8IaXX3YcEP77376uDBXm3nvt3+ABA6SCAl9XJq1aZa3rN7/xdUUAAACAvSeftD+m7tlTysvzdWXSd99Z66pZ09cVAQD8iLfOMX/22WeqVauW00CpZcuW2rNnT7m2UVBQoPHjx7sMriZMmKACN+e8Tp48qc6dOzsdIzIyUm+//bbbejZt2mReodBRa9y4sTZvtOzcrgAAIABJREFU3ux2nL///e+KiIhwOk6XLl108uRJh+uWJSAsnoUUR0AYGHj13di+fbv5hzpy5Ein/RYvXmz2mzNnjmXZ1KlTzWUbN250uP7GjRvNPtOmTavQ5yAREMI7XnjBcUCYmOjrylAh3n/f/s1t0UI6fdrXlRVKTLTWFh/v64oAAAAAq5JfajMMqVEj6dgxX1dWaNMma23R0b6uCADgR7xxjnnbtm2qXr26DMNQTEyM5s6dq++//15ffvmlJk6caAkJz507V+btPProo+ZYHTt21LJly7RlyxYtW7ZMHTt2NJfNnDnT6Rj5+fnq2bOn2XfIkCFKTEzU5s2b9eqrr6phw4YyDENVqlRx+YvEQ4cOmVcnrFq1qmbMmKENGzZow4YNmjFjhqpWrSrDMNSwYUMdPnzY6TirV69WlSpVZBiGYmNj9eqrr2rz5s1KTEzUkCFDzDp79uyp/Px8u/Xz8vK0Y8cOt23EiBHmWB988IHDWooCwk6dOrkdD75DQOiB/v37mx/ktWvX2i3PyMhQkyZNZBiGIiIidOTIEcvytLQ0hYeHmx+ICxcuWJZfuHBBnTp1MncAu3fvrvDnQEAIb5g713FAuGqVrytDue3YUXhyoPgbGxUl/fCDryv71b//bX+iBQAAAPAX6emFl+wsfswaHl54WU9/kZRkrS8y0tcVAQD8iDfOMV933XXmefLvv//ebvkLL7xg1jB79uwybSMtLc0M3Rydrz9//rzlfL2zXyu+8847Ln/0s2fPHvOXkJdffrnTy3vec8895jj/cHA/4g8//NBcPmbMGIdj5OXlqUWLFjIMQ7Vq1dLevXvt+kybNs0cJyEhweE47uTn55tXTKxZs6bda1ekKCDs1atXmbYD7yAg9EBaWprq1KkjwzAUFRWlRx99VBs2bFBSUpLeeOMNMxw0DEPPP/+8wzFKfiNh+fLlSkpK0vLlyz3+RkJ5EBDCG556ynFA+Omnvq4M5fLzz9IVV9i/sWU8kKg0X31lre+SS3xdEQAAAFDowgWpQwf7Y+r5831dmdUPP1jrq1rV1xUBAPxIZZ9j3rx5szn+5MmTHfYpKChQmzZtZBiG6tSpo7wyXKK7oq74V1RHvXr1nN4X8dlnn3UZ/mVkZJi/+uvbt6/Tmvv27Wv+iCkjI8NuefEQ8dlnn3U4xvnz51W3bl0ZhqG2bds63ZYrX3zxhbmdsWPHOu1HQBgYCAg99M033yg2Ntb84y/ZwsLC9MQTTzhdv6CgQOPGjXO6vmEYGj9+vNtrGpcVASG84fHHHQeEK1f6ujKUmc0mDR5s/6ZOmuTryux9/bW1xrp1fV0RAAAAUHhM/fvf2x9T33FH4TJ/8uOP9nUCAPD/Kvsc88yZM83xN23a5LRf8dDtX//6V6m2YbPZzF/AtW7d2mXfVq1ayTAMxcfHy1bi/+y0tDSzhilTpjgdIyMjw+x399132y1fsGCBuXz58uVOx1m2bJnZb8GCBXbL7777bnO5owCxyOTJk81+aWlpTvs5U/zyouvXr3faj4AwMHCkVwqnTp3S7Nmz1b59e9WqVUtRUVFq3ry5xo4dq23btnk0xurVqzVo0CDFxcUpIiJCcXFxGjRokMtrEFcEAkJ4w4wZjgNCB1+OQaB47jn7N7RzZyknx9eV2fv2W2udtWr5uiIAAABAWrDA/pi6TRupHPdNqjT/+599rZX0RWYAQOCp7HPMRZcXrVGjhtPLcUrS999/b9Yxa9asUm0jPT3d7a8Ui0yaNMnsu2/fPsuy4pcXXbZsmctxWrZsKcMw9Jvf/MZuWfHLi7oK9o4dO2b2Gz16tN3ypk2byjAMtWrVymUtS5cuNcdZtGiRy74lnTt3TtHR0TIMQ82aNbMLTYsjIAwMBIQhgoAQ3vDAA44DQjf/R8JfffmlVKWK9c2sX186eNDXlTm2caO11ho1fF0RAAAAQt2WLVJEhPU4NSZGSk31dWWO7dplP6Erw6XbAADBqbLPMTdo0ECGYah9+/Yu+50+fdqsY/jw4aXaxueff26u+/LLL7vsO3/+fLPv6tWrLcseeughc9kPP/zgcpzbbrvNvArhL7/8Yll2zTXXyDAM1a5d223tRfcz7Ny5s+XxrKwss5ZBgwa5HGPbtm1m30ceecTtNotbtGiRue6TTz7psm9RQBgbG6suXbqodu3aioyMVHx8vG677Ta9++67Zbo8LCoWAWGIICCEN/zhD44Dwvff93VlKLXDhwvv4Vf8jQwLk0p52Qav2rLFWm9UlK8rAgAAQCg7eVL6zW/sJ0grVvi6Muf27LGvNzvb11UBAPxE8XPMn3/+uQ4fPuyylUZ2drY59oABA9z2r1GjhgzDULdu3Uq1nTfffNPczgo3/yevWLHC7PvWW29Zlt15553mspMnT7ocZ/r06WbfXbt2WZYV3dasXbt2bmtv166dDMNQo0aNLI+npqaa40+fPt3lGCdPnjT73nXXXW63WdwNN9xgrrtnzx6XfYsCQletbdu2SklJKVUNqFgEhCGCgBDeMGWK44Dw3Xd9XRlKJTdX6t7d/o388599XZlrW7da661WzdcVAQAAIFTl50t9+tgfUz/0kK8rc23fPvuaS/zSAQAQuoqfY/aklcaJEyfM9e688063/Rs2bCjDMHTllVeWajsvvPCCuZ3ExESXfdesWWP2ffHFFy3LbrnlFnNZtpsv08yYMcPsm5ycbFlWdMnOrl27uq29S5cuMgxDMTExlseLvy//x96dx8dw/38AnxwiiUjiCpKigsStqaBHVNGWaomjaNqidR893YpqKYoWpe6ih4qrrUrjaEuLSqRaRx1t3EVdcRUJcr1/f+w388tnPzubhN19z868no9HHg92JrOv/czkM7uf9858RowYYXcbGRkZ6rrPPvtsgc+Z559//iEPDw9SFIUeeeSRAtdv3rw5tWzZkj766CP66aefaM+ePbRt2zaaOXMm1apVS81Qvnx5+kevdyszARQITQIFQnCFXr1sFwiLeDtr4Pbqq/JObNtW/3OP7NsnZvb05E4EAAAAAGY1dqz8nvqxx4jszKekC6dOybn/+487FQAA6IQzC4SnTp1Sf69bt24Frp835161atWK9Dzjx49Xn2fz5s121928ebO67oQJE4RlLVq0UJflFDBmNnbsWHXd7du3C8s8PT1JURRq2rRpgdnz5mj08vISHt+2bZu6/YJu/ZmTk6Ou27JlywKfM8/EiRM1r6a05erVq5rLMjMzqUePHur2OnToUOgc4FgoEJoECoTgCt272y4QLlzInQwKbdkyeQeGhxPZOanrxoEDcnY7kyUDAAAAADhFQoL8vrRiRaJz57iTFezff+XsV65wpwIAAJ1w5i1GcQWhvq8grFmzJimKQsWLF7db/CusrKwsioyMVLOcOXPmnrcJRYcCoUmgQAiuEBdnu0A4bx53MiiUP/8k8vOT5/ErYKJl3fjrL/ng0/s3tAEAAADAWI4dIwoOFt+TensTWV0toFvnz8vvqS9e5E4FAAA64cwxZsxBqN85CFNSUtTf6dy5c6F+pzDyF2u/+uorh20XCg8FQpNAgRBc4bnnbBcIP/mEOxkU6No1ourV3XsCycOH5fy3b3OnAgAAAACzSE8natBAfk86cyZ3ssJLS5Pzu8OVjwAA4BLOHmMuU6YMKYpCDRo0sLvelStX7rpglZCQoP7ujBkz7K47ffp0dd3ExERh2ZAhQ9Rlewr4cn27du1IURTy8PCgm1Zz+zZs2JAURaGgoKACswcGBpKiKNSoUSPh8evXr6tZYmNj7W5j9+7d6rrDhg0r8DmJxAJnQkJCoX6nML7//nt1u1OnTnXYdqHwUCA0CRQIwRViY20XCD/+mDsZ2JWTY3vn9e/Pnaxojh2TX0N6OncqAAAAADCD3FyiHj3k96Ndu7rXbe+vXJFfA275BQAA/+PsMea8OfZKlChBWXbuCpWUlKTmeOedd4r0HMeOHVN/t1+/fnbX7du3r7ru8ePHhWWLFy9Wl8XHx9vdTkREBCmKQpUrV5aWdevWTd3OOTtfyjl79qy6Xvfu3aXleXMyRkZG2s2yfPlydTtLliyxuy6RZb7AvMJtSEiI3f1SVImJiSgQMkOB0CRQIARXaNPGdoFw+nTuZGDX5MnyTmvc2P2uvjt5Un4d169zpwIAAAAAM5g/X34vWrs20Y0b3MmK5r//5Nfxzz/cqQAAQCecPcY8atQodfs7d+7UXG/y5Mnqeps2bSrSc+Tm5lJoaCgpikI1a9a0u27evHthYWGUa/WFn9TUVDVDfztfsj937py6XlxcnLR8wYIF6vIVK1Zobic+Pl5db8GCBdLyuLi4QhUa+/Xrp66XmpqquV6eb7/9Vl3/zTffLHD9opg2bZq67WXLljl021A4KBCaBAqE4ApPPWW7QDhtGncy0PTTT0SenuIOK1PGPQcBzpyRDz4HTJoMAAAAAGBXSgqRj4/4PjQgwDJHtrtJT5ffU1tdMQEAAObl7DHm/HPdaV3dl5OTQ7Vq1SJFUSg4OJgyMzOL/DwDBgxQnyc5OdnmOsnJyeo6AwcOtLlOXo7SpUtTusZdrPIXM1etWiUtP3fuHHl6epKiKNSqVSvNzK1atSJFUcjT09NmAXDlypXq80yePNnmNtLT06lUqVKkKArVrl1b87ny69Chg7rdgm6lWhRZWVlq+ymKQqdOnXLYtqHwUCA0CRQIwRWaN7ddINQ4JwG3U6eIypYVd5anJ9GPP3InuzvnzskH36VL3KkAAAAAwMjS0ogqVZLfh65Zw53s7ty+Lb+WI0e4UwEAgE64Yow57zaj3t7elJSUJC2fOnWqmmHcuHHS8p9//lld3qNHD5vPkZqaSl5eXqQoCkVHR1NGRoawPCMjg6Kjo9Uchw8ftrmd/LcZHTRokLT86NGj6ryB1atX17w9Z/7bjK5evVpavmrVqgJfU2ZmJoWHh5OiKBQYGEhHjx6V1hk4cKC6naVLl9rcTn6XL18mHx8fUhSF6tWrV+D6ebZs2UJX7XxpPzMzk3r06KFmadu2baG3DY6FAqFJoEAIrhATY7tA+P773MlAcvs2UZMm8s6aOJE72d27eFF+PefPc6cCAAAAAKPKziZ64gn5PejQodzJ7l5Wlvx63PFKSAAAcApXjDHv3r2b/Pz8SFEUCggIoEmTJlFycjJt2bJFmBMwIiKCrtuYWqYwBUIiopEjR6rrRUVF0YoVK2jXrl20YsUKioqKUpeNGjVKcxvZ2dn06KOPqut26tSJNm7cSCkpKTR79mwKCQlRr/pbv3695nZOnTpF5cqVUwuSI0aMoO3bt9P27dtpxIgR5O3tTYqiULly5ej06dOa20lMTFSvRixfvjzNnj2bUlJSaOPGjdSpUyc1Z0xMDGVnZ2tuJ8+cOXPU3/nwww8LXD9Pjx49KCAggF544QVauHAhbd26lfbs2UPbt2+nmTNnUu3atdXthoSESPM7guugQGgSKBCCK9iqNykK0XvvcScDycCB8o5q25YoJ4c72d27fFl+Tf/+y50KAAAAAIxq9Gj5/WezZpYim7vKzZVf04ED3KkAAEAnXDXGvG7dOvXKO1s/ERERdETjCvfCFghzcnKoZ8+ems+hKAr16tWLcgoYK0tLS6NGjRppbqN48eK0aNGiAl/zzp07qUKFCprbqVChgt15GfMsXLhQverP1k/jxo0pLS2twO0QETVp0oQURSEvLy+78xpay391oL2fevXq0cGDBwu9XXA8FAhNAgVCcIUHH7RdIHznHe5kIPjiC3knVavm/vP1Xbsmvy7cvxwAAAAAnOG77+T3nhUrWm577+48PMTXtW8fdyIAANAJV44xnzx5kt566y2KiIggf39/Cg4OpujoaJoyZYrmfH9EhS8Q5klMTKTY2FgKDQ0lHx8fCg0NpdjYWLtX/FnLysqiuXPnUkxMDJUpU4Z8fX0pPDyc+vTpQweK8EWbtLQ0GjNmDNWtW5cCAgIoICCA6tWrR2PGjKFLRZhGZ//+/dSnTx8KDw8nX19fKlOmDMXExNC8efM0b3Nq7fDhw2o7tm7dutDPTUR06NAhmjFjBnXp0oXq1q1L5cuXp2LFilFAQABVq1aNunbtSqtXry7UVYzgXCgQmgQKhOAK9erZLhCOHs2dDFT79hH5+Yk7yM+PaO9e7mT37sYN+eA7cYI7FQAAAAAYzZEjREFB4vtOb2+iX3/lTuYY3t7ia9u9mzsRAADoBMaYAYwFBUKTQOcNrlCzpu0C4ciR3MmAiCxXCFarJu+gL77gTuYYt27Jr83GhMwAAAAAAHctPZ2ofn35fefHH3MncxxfX/G17drFnQgAAHQCY8wAxoICoUmg8wZXsFV7UhSioUO5kwHl5FjmGLTeOQMGcCdznMxM+fWlpnKnAgBwO5mZRPPnE82YYbk4GwAA/ic3l6hbN/k9Z1ycZZlRlCghvr5CzHcEAADmgDFmAGNBgdAk0HmDK1SubLtA+NZb3MmAJk6Ud0zjxkS3b3Mnc5ycHPk1YqJjAIAii4v7/2704Ye50wAA6MjcufL7zdq1jfdtisBA8TUa5dapAABwzzDGDGAsKBCaBDpvcIXQUNsFwtdf505mcj/+SOTpKe6UsmWJTp3iTuZ41gffn39yJwIAcCtZWUQ+PmJXevo0dyoAAB3YuZOoWDGxgyxZkujvv7mTOV6pUuLr3LqVOxEAAOgExpgBjAUFQpNA5w2uUK6c7QLhoEHcyUzs1ClLMTD/DvH0tBQNjcjLS3yte/ZwJwIAcCvXr8vn8UOHuFMBADC7eJHovvvkDvLrr7mTOYf154ctW7gTAQCATmCMGcBYUCA0CXTe4ArBwbYLhP37cyczqdu3LbcRtd4hkyZxJ3Me68tefv+dOxEAgFtJS8PF2AAAguxsopYt5c5x2DDuZM5Tvrz4Wo365UIAACgyjDEDGAsKhCaBzhtcwXou+7yfPn24k5lU//7yzmjXzjJXn1H5+4uvNyWFOxEAgFs5c0Y+dezezZ0KAIDRqFFyx/j445Z7MhtVWJj4ejdu5E4EAAA6gTFmAGNBgdAk0HmDK1hfvJX388or3MlM6PPP5R1RrRrR1avcyZyrZEnxNSclcScCAHArR4/Kpw+8dQQA01q7Vu4UQ0OJzp/nTuZclSuLrzkxkTsRAADoBMaYAYwFBUKTQOcNruDhYbtA2L07dzKT2buXyNdX3Al+fkT79nEncz7r+9xu28adCADArRw8KJ/Hk5O5UwEAMDhyhCgwUOwQvb2JduzgTuZ8VauKr/u777gTAQCATmCMGcBYUCA0CXTe4GzZ2baLg4pC9OKL3OlM5OpVy5WC1jvhyy+5k7lGmTLi6/75Z+5EAABuZfdu+RSyfTt3KgAAF0tPJ6pfX+4QZ83iTuYa1auLr/ubb7gTAQCATmCMGcBYUCA0CXTe4Gy3bmkXCJ9/njudSeTkELVtK++AgQO5k7lOSIj42n/6iTsRAIBbSU6WTyP4rgUAmEpuLtFLL8mdYVycZZkZREaKr331au5EAACgExhjBjAWFAhNAp03ONuNG9oFws6dudOZxPvvy43fpAnR7dvcyVynYkXx9W/axJ0IAMCt/PKLfCr58UfuVAAALjRnjtwR1qlDdPMmdzLXqV1bfP0rVnAnAgAAncAYM4CxoEBoEui8wdmuXNEuEHbsyJ3OBH74QZ4EsmxZolOnuJO51n33iW2wfj13IgAAt7Jpk3we37iROxUAgIskJxMVKyZ2giVLEqWmcidzrXr1xDb46ivuRAAAoBMYYwYwFhQITQKdNzjbhQvaBcJ27bjTGdw//8hz73l6mvP2mvffL7ZDQgJ3IgAAt7JunXwe//577lQAAC5w8aL8ZTOzzr8XFSW2wRdfcCcCAACdwBgzgLGgQGgS6LzB2c6c0S4QPvMMdzoDu32bqFEjudEnT+ZOxqNaNbEdvv2WOxEAgFtZvVo+paxdy50KAMDJsrOJWraUO8Dhw7mT8YiOFtthyRLuRAAAoBMYYwYwFhQITQKdNzjbiRPaBcLWrbnTGVj//nKDx8YS5eZyJ+MRESG2xZo13IkAANzKsmXyaeXrr7lTAQA42ahRcufXvDlRVhZ3Mh5NmohtsWgRdyIAANAJjDEDGAsKhCaBzhuc7fBh7QLhk09ypzOozz6TG7t6daJr17iT8alVS2yPlSu5EwEAuJXFi+VTC7pSADC0tWvlji80lOj8ee5kfB55RGyP+fO5EwEAgE5gjBnAWFAgNAl03uBsBw9qFwhbtOBOZ0B79hD5+ooN7edHtG8fdzJedeuKbbJ8OXciAAC3MneufB7/6ivuVAAATnL4MFFgoNjpeXsT7djBnYxX06Zim8yZw50IAAB0AmPMAMaCAqFJoPMGZ9u7V7tA2KwZdzqDuXKFKDxcbugvv+ROxq9BA7QJAMA9mD5dPr18/jl3KgAAJ7h5k6hePbnTmzWLOxm/xx9HmwAAgE0YYwYwFhQITQKdNzjb779rFwhjYrjTGUhODtGzz8qNPHAgdzJ9aNhQbJfPPuNOBABMdu0ieuUVovfeI7p9mzuN+5g8WT7FLFnCnQoAwMFyc4leeknu8F54wbxzeef3xBNiu8yYwZ0IAAB0AmPMAMaCAqFJoPMGZ0tO1i4QPvQQdzoDmTDBdgPfucOdTB8aNxbb5tNPuRMBAIPLl4mKF///ruDNN7kTuY9335VPMwsXcqcCAHCwTz6RO7u6dS1XFQJRq1Zi20ybxp0IAAB0AmPMAMaCAqFJoPMGZ9u2TbtA2KgRdzqD2LSJyMNDbNxy5YhOn+ZOph8PPyy2z4IF3IkAgMG334pdQe3a3Incx6hR8nl87lzuVAAADpScTFSsmNjRBQYSpaZyJ9OPNm3E9vngA+5EAACgExhjBjAWFAhNAp03ONvmzdoFwgcf5E5nACdPEpUpIzasp6el4eH/xcRgVBsAaPlysSuoWpU7kfsYPBjTcQGAgV24QBQWJnd033zDnUxf2rYV22fiRO5EAACgExhjBjAWFAhNAp03ONvGjdoFwgYNuNO5uVu3iKKj5YbFN3llzZqJbTR7NnciAGDw+ediVxAWxp3IfQwaJJ9uMPUUABhCVhZR8+ZyJzdiBHcy/WnfXmyj8eO5EwEAgE5gjBnAWFAgNAl03uBsCQnaBcK6dbnTubm+feVGbd+eKDeXO5n+tGghttPMmdyJAIDBp5+KXUFICHci99G7t3zKwdRTAGAII0bIHVzz5pbCIYg6dRLbadw47kQAAKATGGMGMBYUCE0CnTc42zffaBcIa9XiTufGli6VG7RGDaJr17iT6dNTT4lt9dFH3IkAgMH8+WJXEBzMnch9dOsmn3YmT+ZOBQBwj6wnp827vPzCBe5k+tS1q9hWY8ZwJwIAAJ3AGDOAsaBAaBLovMHZVq7ULhDWqMGdzk3t2UPk6ys2pp8f0Z9/cifTr6efFttr6lTuRADAYPZssSvw9+dO5D66dJHP4xMmcKcCALgHhw8TBQaKHVuxYkRJSdzJ9OuFF8T2GjWKOxEAAOgExpgBjAUFQpNA5w3OtmyZdoEwPJw7nRu6coWoalW5MZct406mb88+K7bXpEnciQCAwYwZ8jgwFE5srHzqefdd7lQAAHfp5k3LfAfWHdsnn3An0zfry8mHDeNOBAAAOoExZgBjQYHQJNB5g7N99pl2gbBKFe50biYnh6hNG7khX32VO5n+WY9s47IXAFOaOlXuQjFta+G0bi23He4sBwBuKTdXvhJOUYhefBEnhYK8/LLYZoMHcycCAACdwBgzgLGgQGgS6LzB2RYt0i4Q3ncfdzo3M3683IgPP0x05w53Mv3r2BGXvQAATZwod6OZmdyp3EPz5nLbjRzJnQoA4C5Y329aUSxXE968yZ1M/3r1EtvtjTe4EwEAgE5gjBnAWFAgNAl03uBsc+dqFwgrVuRO50Y2biTy8BAbsFw5otOnuZO5h86dxbYbO5Y7EQAweO89+VyE8eDCefhhue1wZzkAcDtJSZb7S+fvzAIDLfMRQsH69sWdTAAAwCaMMQMYCwqEJoHOG5zt44+1C4QhIdzp3MTJk0SlS4uN5+lJtGULdzL3ERcntt/bb3MnAgAGY8bI56KrV7lTuYcHH5Tb7q23uFMBABTBhQtEYWFyZ7Z2LXcy9zFwoNh2AwZwJwIAAJ3AGDOAsaBAaBLovMHZPvxQu0BYujR3Ojdw6xZRdLTceFOmcCdzLy+9JLbfiBHciQCAwYgRcnd64QJ3KvdQp47cdq+9xp0KAKCQsrJwr2RHeO01sf369uVOBAAAOoExZgBjQYHQJNB5g7NNnqxdIAwK4k7nBvr0kRuuQwei3FzuZO6lRw+xDYcM4U4EAAyGDJG7VNypuXCqV5fbDheOAIDbGD5c7sRatLAUDqHw3nxTbMOePbkTAQCATmCMGcBYUCA0CXTe4Gzjx2sXCAMCuNPp3JIlcqPVqEF07Rp3MvfTs6fYjm++yZ0IABi8/rrcrR4/zp3KPVSqJLcdLhwBALfwzTdyBxYWhkvI74b1N2169OBOBAAAOoExZgBjQYHQJNB5g7ONHatdIPTz406nY7t3E/n6ig3m70+0fz93MvdkfSUm7osHYEoDBsjnor//5k7lHkJC5LbDhSMAoHupqUQlS4qdV7FiRMnJ3Mnck/WVmC+9xJ0IAAB0AmPMAMaCAqFJoPMGZxs1SrtA6OPDnU6nrlwhqlpVbrDly7mTua/+/cW2HDiQOxEAMLB112Z876JwgoLktuvenTsVAIAdN28S1a0rd15z5nAnc1/WH+7i4rgTAQCATmCMGcBYUCA0CXTe4GxDh2oXCL28uNPpUE4OUZs2cmPhird78+qrYnv268edCAAYvPyy3L3+8Qd3KvdgfVG7ohC98AJ3KgAADbm5lk7KuuN66SXM5X0vrG8P06ULdyIAANAJjDEDGAsKhCaBzhuc7Y03tAuEioLP55IB4A0NAAAgAElEQVT33pMb6ZFHiO7c4U7m3qwPxN69uRMBAIMXX5S72J07uVPpX24ukYeH3HZdu3InAwDQMGuW3GnVr0+Uns6dzL29+67Ypp06cScCAACdwBgzgLGgQGgS6LzB2QYOtF8gzM7mTqgjGzbII7AhIURnznAnc3+DB4vt+vLL3IkAgEHXrvJ5aNs27lT6l5lp+xyOcWEA0KUdO4i8vcUOKyiI6MgR7mTub8IEsV1jY7kTAQCATmCMGcBYUCA0CXTe4Gy25nvK/4ML4/7nxAmi0qXle7D+/DN3MmMYNkxs227duBMBAIOOHeXz0ObN3Kn078YN2+dwjAsDgO6cP08UGip3WN99x53MGCZNEtv12We5EwEAgE5gjBnAWFAgNAl03uBstuZ7yv+TkcGdUAdu3SJq2FBunKlTuZMZx8iRmDgLAKhdO7mr3bCBO5X+Xbpk+xyOcWEA0JWsLKLHH5c7q1GjuJMZx5QpYts+/TR3IgAA0AmMMQMYCwqEJoHOG5zN1nxP+X9u3OBOqAO2LrPs2BETNDrS6NGYOAsA6OmncVHJ3ThzxvY5vHVr7mQAAPkMHy53VE88gTkNHOnDD8X2feop7kQAAKATGGMGMBYUCE0CnTc4W5cu9guE165xJ2S2eLHcKJGRRP/9x53MWMaNE9v4uee4EwEAgyeekLvcNWu4U+nfsWO2z+FPPMGdDADgf77+Wu6kKlUiuniRO5mxzJwptnHLltyJAABAJzDGDGAsKBCaBDpvcLYOHewXCC9d4k7I6I8/iIoXFxvE35/owAHuZMYzfrzYzh06cCcCAAa27jy3fDl3Kv07dMj2Ofzxx7mTAQAQ0d9/E5UsKXZQxYoR7dzJncx4Zs/GiQAAAGzCGDOAsaBAaBLovMHZ2ra1XyC8cIE7IZPLl4nuv19ukPh47mTGNHGi2M5t23InAgAGjz4qd7uff86dSv/27LF9Dm/alDsZAJjezZtEderIHdTcudzJjGnuXLGdY2K4EwEAgE5gjBnAWFAgNAl03uBsrVvbLxCePcudkEFOju2JsN54gzuZcX3wgdjWbdpwJwIABo0by13vokXcqfRv507b5/CHH+ZOBgCmlptLFBcnd07du2Mub2dZsAAnAgAAsAljzADGggKhSaDzBmdr2dJ+gfD0ae6EDN59V26IRx8lyszkTmZc06aJ7d2qFXciAGDw4IO4yORubN1q+xzeqBF3MgAwtY8/ljum+vWJ0tO5kxnXp5+K7d24MXciAADQCYwxAxgLCoQmgc4bnO2xx+wXCE+e5E7oYhs2EHl4iI1QvjzRv/9yJzO26dPFNn/iCe5EAMCgXj35PDRzJncq/fvhB9vn8Kgo7mQAYFq//krk7S12SkFBREeOcCcztqVLxTZv2JA7EQAA6ATGmAGMBQVCk0DnDc728MP2C4THjnEndKETJ4hKlRIbwMuL6JdfuJMZ36xZYrs3b86dCAAY1Kwpn4emTuVOpX8JCbbP4fXrcycDAFM6f54oNFTulNat405mfF9+Kbb5Aw9wJwIAAJ3AGDOAsaBAaBLovMHZoqPtFwhTU7kTusitW7bvbffhh9zJzGHOHLHdH3uMOxEAMKheXe6GJ07kTqV/a9bYPofXrs2dDABMJyuLqFkzuUMaPZo7mTksXy62e7163IkAAEAnMMYMYCwoEJoEOm9wtgYN7BcIDx3iTugivXrJL/6554hyc7mTmcP8+WLbP/IIdyIAYFClitwVjxvHnUr/vvrK9jk8IoI7GQCYztChcmf05JNE2dncycxh5Uqx7WvV4k4EAAA6gTFmAGNBgdAk0HmDs9Wubb9AuH8/d0IX+PRT+YVHRhJdv86dzDwWLRLbv0kT7kQAwMDWHenefps7lf4tWWL7HB4ezp0MAEzF1uXMlSoRpaVxJzMP632Ab4oAAMD/YIwZwFhQIDQJdN7gbBER9guEe/dyJ3Sy338nKl5cfNElShAdPMidzFysR7ejo7kTAQCDkBD5PDR0KHcq/Zs3z/Y5vEoV7mQAYBp//UVUsqTYCfn4EKWkcCczl2+/FfdBtWrciQAAQCcwxgxgLCgQmgQ6b3C2qlXtFwj/+IM7oRNdumT7fnYrVnAnM5/PPxf3QVQUdyIAYFCqlNwlv/EGdyr9mzHD9jk8LIw7GQCYwo0blltZWndC8+dzJzOfdevEfXD//dyJAABAJzDGDGAsKBCaBDpvcLb77rNfIDTsYZedTdS6tfyC33yTO5k5WU+gVb8+dyIAYGB98YmiEA0YwJ1K/z74wPY5vHx57mQAYHi5uURdu8odUI8emMubw/r18i1eAQAACGPMAEaDAqFJoPMGZytf3n6BMCmJO6GTjBsnv9iYGKLMTO5k5rRihbgv6tThTgQADHx95a65d2/uVPr33nu2z+Fly3InAwDDmzlT7nwaNCBKT+dOZk6bNon7IjSUOxEAAOgExpgBjAUFQpNA5w3OVrq0/QLh9u3cCZ0gMdH2ZRZnz3InM6/Vq8X9ERnJnQgAGHh5yd1z9+7cqfTv7bdtn8ODg7mTAYChbd9O5O0tdjxBQURHj3InM6+ffhL3R0gIdyIAANAJjDEDGAsKhCaBzhuczdbt3PL//PILd0IHO35cnuTKy4to61buZOb2zTfiPqlenTsRALhYbq7t89Dzz3Mn078hQ2y3XUAAdzIAMKxz54gqVpQ7noQE7mTm9vPP4v4oU4Y7EQAA6ATGmAGMBQVCk0DnDc5m63Zu+X82b+ZO6EAZGURRUfKL/Ogj7mTw3XfiPqlalTsRALhYZqbt81CnTtzJ9O/VV223na8vdzIAMKTMTKLHHpM7nTFjuJPBtm24lBwAAGzCGDOAsaBAaBLovMHZbN3OLf/PDz9wJ3SQ3FyiV16RX+Bzz1mWAa/vvxf3S+XK3IkAwMXS022fh9q25U6mf3362G67YsW4kwGAIQ0eLHc4Tz1FlJ3NnQx27BD3S8mS3IkAAEAnMMYMYCwoEJoEOm9wJq3bueX/2bCBO6WDLFwov7iaNYmuX+dOBkSWAy3/vgkL404EAC7233+2z0OtW3Mn07/u3W23nYcHdzIAMJxVq+TOpnJlorQ07mRARLRzp7hv/P25EwEAgE5gjBnAWFAgNAl03uBMWrdzM9w0Irt2Efn4iC+sRAmiQ4e4k0GeH38U90+FCtyJAMDFLl2yfR5q0YI7mf517ap9Hs/J4U4HAIZx6JBlctP8nYyPDxE+p+rH77+L+6d4ce5EAACgExhjBjAWFAhNAp03OJOt27l5eIj/X7uWO+U9unSJqEoV+YWuWsWdDPLbskXcP+XKcScCABc7d852gatpU+5k+te+vXaB8M4d7nQAYAg3bhDVqiV3MgsWcCeD/PbsEfePtzd3IgAA0AmMMQMYCwqEJoHOG5zp2jX5M76fn/j/r7/mTnkPsrOJWrWSX+Rbb3EnA2tbt4r7qFQp7kQA4GKnT9sucDVpwp1M/55+WrtAmJHBnQ4A3F5uLlGXLnIH8/LLmMtbb/78U95PAAAAhDFmAKPBuzyTMHvnnZpKVLEiUdmyREFBlrtC4jOo46SlyZ8fS5Uy0IV2Y8fKLzAmxnJvVdCXX38V91NgIHciAHCx48dtF7iioriT6V+LFtoFQky1CwD3bPp0uXN54AF8A0GPDh7EvaYBAMAms48xAxgNCoQmYfbOOzVV/nyD2o7jnD0rt2/FiuL/4+O5U96l77+XX1yFCpYXDfqTnCzuqxIluBMBgIvZOucrClHdutzJ9O+RR7QLhFeucKcDALe2bRuRl5fYsQQHEx07xp0MbPn7b3yABgAAm8w+xgxgNCgQmoTZO+9jx3CrLGf65x+5fcPDxf8vW8ad8i4cO2YZuMj/Qry8LAMcoE+//SbuL19f7kQA4GK2LnpQFKKICO5k+tewoXaB8OJF7nQA4LbOnrV8wc66Y/n+e+5koOXIEXl/3brFnQoAAHTA7GPMAEaDAqFJmL3zPnVK/nzz33/cqYzj6FG5fWvXFv//2WfcKYsoI8NyyyPrFzZ9OncysGf3bnF/FSvGnQgAXGzvXtsFrqpVuZPpX9262gXCc+e40wGAW8rMJGraVO5Uxo7lTgb2nDgh77ObN7lTAQCADph9jBnAaFAgNAmzd97nzsmfby5d4k5lHH/9Jbfvgw+K/1+8mDtlEeTmEr38svyiunTB5JV6t2+fuM88PbkTAYCL/f677QJXWBh3Mv2rUUO7QHj6NHc6AHBLgwfLHcpTTxFlZ3MnA3vwDVsAANBg9jFmAKNBgdAkzN55p6XJn2/On+dOZRz798vt+9BD4v8XLuROWQQLFsgvqGZNouvXuZNBQQ4ckPcdiroApmI9FWneT0gIdzL9q1xZu0B44gR3OgBwOytXyp1J5cr4pqY7+Pdfed9dvsydCgAAdMDsY8wARoMCoUmYvfO+dg3fhHcmW3d1fPRR8bF587hTFtJvvxH5+IjhAwKIDh3iTgaFYety1qws7lQA4ELbttkucAUHcyfTv/LltQuER49ypwMAt3LoEFGJEmJH4uNjea8N+nf+vHwiwGS0AABAGGMGMBoUCE3C7J33zZv4JrwzpaSIbevvT9SsmfjYJ59wpyyEtDTbl0+sWsWdDArr8GF5/92+zZ0KAFxoyxbbBS5/f+5k+hccrF0g/Ptv7nQA4DauX7fcfcO6I3GrW4qYnK1b8GAyWgAAIIwxAxgNCoQmYfbO+84d+fPN4cPcqYzj11/Ftg0KImrRQnzs44+5UxYgO9syH4r1gTJ4MHcyKIpjx+R9mJ7OnQoAXGjTJtsFrmLFuJPpn5+fdoHwwAHudADgFnJziTp3ljuRV17Bbd/dyZUr8j48c4Y7FQAA6IDZx5gBjAYFQpMwe+edkyN/vjl4kDuVcfz8s9i2ZcoQPfmk+Nj06dwpCzB2rHyQNG1KlJnJnQyK4p9/5P2IuSMBTOX777WLXBibts/TU7vt9u7lTgcAbmH6dLkDiYoiysjgTgZFcf26vB//+Yc7FQAA6IDZx5gBjAYFQpNA5y0Peu3bx53IOH74QWzbChWIWrcWH5s6lTulHQkJ8gfgChWIzp7lTgZFdeaMvC+vXuVOBQAutHatdpEL3/nQlpWl3W6KQvTHH9wJAUD3tm4l8vISO4/gYMsdHsC9pKfLJ4Ljx7lTAQCADmCMGcBYUCA0CXTeRMWLi59vfv+dO5FxJCaKbVupEtEzz4iPTZ7MnVLDsWPypEteXkTbtnEng7tx7pw8mJGWxp0KAFxo9WrtItfNm9zp9MvWfM35f1JSuBMCgK6dPWv5gp115/H999zJ4G7cvi3vS8zRAQAAhDFmAKNBgdAk0HkTBQSIn2+Sk7kTGYf11Rrh4UTt2omPvf8+d0obMjKIHnhA/vCr+/uhgqaLF+X9ef48dyoAcKHly7WLXLigWNulS/YLhDt2cCcEAN3KzCSKiZE7jrFjuZPB3bJ1Wflff3GnAgAAHcAYM4CxoEBoEui85YvEtm/nTmQca9aIbRsZSdSxo/jYe+9xp7SSm0vUo4f8wbdrV0xS5c4uX5b36b//cqcCABf64gvtIteFC9zp9Ovff+0XCLdu5U4IALr11ltyp9GqFVF2NncyuFu5ufI+PXCAOxUAAOgAxpgBjAUFQpNA501Urpz4+WbLFu5ExhEfL7Zt3bpEnTuLj73zDndKK/Pnyx96a9UiunGDOxnci2vX5P166hR3KgBwocWLtYtcZ85wp9Ov48ftFwjxvgkAbFq5Uu4wqlSxXJYM7s3DQ9yv+/ZxJwIAAB3AGDOAsaBAaBLovIlCQ8XPN5s2cScyDuurNaKiiJ5/Xnxs9GjulPn89huRj48YMCAAt80xAluTaJ04wZ0KAFzI1vc/8n6OH+dOp19//WW/QPjDD9wJAUB3Dh4kKlFC7Cx8fIh27eJOBo5QrJi4b3fv5k4EAAA6gDFmAGNBgdAk0HkTVa4sfr5JTOROZBzWV2s0bkz04oviYyNGcKf8n7Q0okqV5JHP1au5k4Ej3Lol79ujR7lTAYALffKJdpHr77+50+nX3r32C4Tr13MnBABduX6dqGZNubNYtIg7GTiKr6+4b1H4BQAAwhgzgNGgQGgS6LyJqlUTP9+sXcudyDisr9Z45BGi7t3Fx4YO5U5JlnlQnnxSHsgYMoQ7GThKZiYqAgAmN2OGdpFr/37udPqVkmK/QJiQwJ0QAHQjN5fouefkjqJnT+5k4EjWV4cmJ3MnAgAAHcAYM4CxoEBoEui85S+44oIxx5k9W2zbZs2IXnlFfOytt7hTkuU+p9YDGY89RpSVxZ0MHCUnR97HBw9ypwIAF5o2TbvI9ccf3On0a9s2+wXCb7/lTggAuvHhh3InERVFlJHBnQwcKTBQ3Me//sqdCAAAdABjzADGggKhSaDzJqpbV/x8Ex/Pncg4pk8X2/aJJ4j69BEfe/115pDr1skDGRUrEp07xxwMHM56P//5J3ciAHChSZO0i1w7d3Kn068ff7RfIMQXqwCAiIi2biXy8hI7iFKlMMmrEZUqJe7nrVu5EwEAgA5gjBnAWFAgNAl03pYvteb/fPPFF9yJjGPKFLFtn36aqH9/8bFBgxgDHj1KFBQkBvL2Jtq+nTEUOI31oNWePdyJAMCF3ntPu8i1bRt3Ov36/nv7BUJ8sQoA6N9/icqXFzsHDw9MUmpUZcuK+3rLFu5EAACgAxhjBjAWFAhNAp03UaNG4uebJUu4ExnH+++LbduunaUgmP+x/v2ZwqWnEzVoII90zpzJFAicrnhxcV///jt3IgBwobFjtYtcmzdzp9Ovr7+2XyBctow7IQCwyswkevRRuXMYN447GThLhQrivv7xR+5EAACgAxhjBjAWFAhNAp030SOPiJ9vFizgTmQc774rtm2nTpZbiuZ/rHdvhmC5uUTdu8sDGV27WpaBMfn7i/s7JYU7EQC40MiR2kWuDRu40+nX8uX2C4SffcadEABYvfGG3DG0bm2Z/xmMKSxM3N8bN3InAgAAHcAYM4CxoEBoEui8iZo1Ez/ffPIJdyLjGD1abNvnnyd66y3xsVdeYQg2b548kFG7NtGNGwxhwGVKlhT3+Y4d3IkAwIWGDNEucn33HXc6/Vq61H6B8NNPuRMCAJv4eLlTqFKF6NIl7mTgTJUri/v8+++5EwEAgA5gjBnAWFAgNAl03kQtW+IOk84yfLjYtt26EQ0dKj7WvbuLQ6WkEPn4iCFKliT66y8XBwGXCw4W9zsmHQMwFVsXueT9rFnDnU6/bH2nJv/P/PncCQGAxcGDRCVKiB1C8eK4hbsZVK2Kb9kAAIAEY8wAxoICoUmg87bcASf/55tp07gTGYf11YI9e8q3eHvxRRcGuniRqFIljAybVZky4n7/+WfuRADgQgMHahe5li/nTqdfM2faLxDOmcOdEABc7r//iCIjcUmxWVWvLu73b77hTgQAADqAMWYAY0GB0CTQeRO1bSt+vpk0iTuRcbz6qti2ffvavu2oS2RnEz3xhDyQMXSoiwIAu5AQcd//9BN3IgBwoT59tItcn3/OnU6/pkyxXyD8+GPuhADgUrm5RB07yp1Br17cycBVrIvDq1dzJwIAAB3AGDOAsaBAaBLovIk6dBA/34wfz53IOPr1E9t20CCid94RH+vc2UVh3n5bHsho1owoK8tFAYBdaKi4/zdt4k4EAC70yivaRa5Fi7jT6df48fYLhB99xJ0QAFxq2jS5I3jwQaJbt7iTgavUqSPu/xUruBMBAIAOYIwZwFhQIDQJdN5EXbqIn2/GjuVOZBw9e4pt++abRO+9Jz7WoYMLgnz3nTyQERpKdP68C54cdMP69rLr13MnAgAXeukl7SLX3Lnc6fTL+sp/658pU7gTAoDL/PILkZeX2AmULk104gR3MnCl+vXFY+Crr7gTAQCADmCMGcBYUCA0CXTeljnw8n++GTmSO5FxdOsmtu2wYUTvvy8+1q6dk0McOUIUFCQ+qbc30Y4dTn5i0J377xePg3XruBMBgAt17apd5Jo5kzudfg0dar9AiFuzA5jEmTPy7do9PIg2bOBOBq4WFYX7dAMAgARjzADGggKhSaDzJurRQ/x8gynpHCcuTmzbt98mmjxZfOyZZ5wYID1d/oaromDCJLOqVk08Dr79ljsRALhQp07aRa6pU7nT6ddrr9kvEOLW7AAmcOcO0SOPyB3Au+9yJwMO0dHicbBkCXciAADQAYwxAxgLCoQmgc6bqHdv8fPNG29wJzKO554T23bcOHnaktatnfTkubnyJYyKYqla5uY66UlB1yIixGNhzRruRADgQu3aaRe5Jk7kTqdfffvaLxC+8w53QgBwutdfl//4n36aKCeHOxlwaNJEPBYwkS8AABDGmAGMBgVCk0DnTTRggPj5ZuBA7kTGERsrtu377xNNny4+9uSTTnryuXPlgYw6dYhu3HDSE4Lu1aolHg8rV3InAgAXatNGu8g1bhx3Ov2yvtOC9c/o0dwJAcCpli+X//Dvv5/o8mXuZMDF+mrS+fO5EwEAgA5gjBnAWFAgNAl03vKts/r25U5kHNaDsVOmWO7umf+xFi2c8MQ7dxIVKyY+UcmSRKmpTngycBv16onHxPLl3IkAwIWefFK7yPX229zp9Ov55+0XCEeM4E4IAE5z4ACRv7/4R1+8ONEff3AnA06PPSYeE3PmcCcCAAAdwBgzgLGgQGgS6LyJBg8WP9+88gp3IuOwHoz96COiTz4RH3vsMQc/6cWLRPfdJ49gfv21g58I3M4DD4jHxJdfcicCABd6/HHtIhfmH9bWoYP9AuGQIdwJAcAp/vtPvj27ohAtXsydDLg1by4eE7NmcScCAAAdwBgzgLGgQGgS6LyJhg8XP99068adyDisB2NnzSKaN0987NFHHfiE2dlETzwhD2QMG+bAJwG31bCheFx89hl3IgBwoZgY7SIX5h/WZu/WrGg7AIPKzSXq2FH+g+/dmzsZ6IH1560ZM7gTAQCADmCMGcBYUCA0CXTelrlz8n++ef557kTG8eijYtvOm0e0cKH42EMPOfAJ335bHsh4/HGirCwHPgm4rcaNxWPj00+5EwGACzVpol3kGjCAO51+tWhhv0D46qvcCQHA4aZOlf/YGzYkunWLOxnoQatW4rExbRp3IgAA0AGMMQMYCwqEJoHOm+jdd8XPN506cScyDlv1mCVLxMcaNXLQk61dKw9khIYSnT/voCcAt/fww+LxsWABdyIAcKEHH9QucuGiGG3WX/bx8hL/378/d0IAcKgtW4g8PcU/9NKliU6e5E4GemF9afkHH3AnAgAAHcAYM4CxoEBoEui8id5/X/x8ExvLncg4oqLEtv38c8tP/scefNABT3TkCFFQkLhhb2+iHTscsHEwDOv7C86dy50IAFyofn3tAmH37tzp9Cs6WmyrwEAUVwEM68wZopAQ8Y/cw4No40buZKAnbduKx8jEidyJAABABzDGDGAsKBCaBDpvoilTxM83bdpwJzKOevXEtl2+nGjZMvGxBg3u8UnS022P+s6a5ZDXAAZiPSnm7NnciQDAhWrV0i4Q4vbi2qzP5RUqiP9/+WXuhADgEHfuyHdbUBSi997jTgZ606GDeIyMH8+dCAAAdABjzADGggKhSaDzJpo+Xfx88+ST3ImMo2ZNsW1XryaKjxcfq1PnHp4gN5fopZfkgYwXXrAsA8ivZUvxOJk5kzsRALhQ9eraBULcXlxbRITYVtWqif/v1o07IQA4xGuvyZ1jmzZEOTncyUBvnntOPE7GjeNOBAAAOoAxZgBjQYHQJNB5Wy40y//5pnlz7kTGYT2IuHYt0apV4mM1a97DE8yZIw9k1KlDdPOmw14DGMhTT4nHykcfcScCABe6/37tAmHbttzp9KtKFbGtrC/aj4vjTggA98z6Fh+KQlS1KtGVK9zJQI+6dhWPlTFjuBMBAIAOYIwZwFhQIDQJdN5E8+aJn29iYrgTGUflymLbfv890ddfi4/VqHGXG09OJipWTNxYYCBRaqpDXwMYyNNPi8fLlCnciQDAhcLCtAuErVtzp9Mv61uKWt+BsHNn7oQAcE/27yfy9xf/sH19iXbv5k4GevXCC+LxMnIkdyIAYHDhAtGkSUSLF+Nic7DAGDOAsaBAaBLovIk+/VT8fNOkCXci46hYUWzbTZssVxHmfyw8/C42fOEC0X33ySO833zj8NcABvLss+LxMmkSdyIAcKGQEO0CYYsW3On0q1Qpsa2s79bcoQN3QgC4a9euWb6tZ90pLl3KnQz0rFs38XgZNow7EQC4WFaW+IXwwYO5E4EeYIwZwFhQIDQJdN5En30mfr5p2JA7kXGULSu27ZYtlqsI8z9WpUoRN5qVZRnJtR7IGDHCGS8BjCQ2VjxmJkzgTgQALlS6tHaBsGlT7nT6ZX1hUbt28v8BwA3l5hK1by93iH37cicDvXv5ZfGYQWUAwHR27BC7gcqVuROBHmCMGcBYUCAsQF6HV9BPs2bNCtzW+vXrqX379hQWFkY+Pj4UFhZG7du3p/Xr1zv9daDzJvrqK3luHXCMoCCxbbdvJ9qwQXzsvvuKuNGRI+WBjObNLYVDAHs6dhSPm3ff5U4EAC5UsqR2gRB3D9Dm5SW2VVyc+P82bbgTAsBd+eADuTOMjia6dYs7Gehdr17icfPGG9yJAMDFrL/4HRzMnQj0AGPMAMaCAmEBHFEgzMnJoV69etn9/d69e1OOE2/mjc6baNUq8Y1NrVrciYzD+qqDnTuJfvhBfKxChSJs8Ntv5YGMsDDLLUcBCtKli3jsjB3LnQgAXMjPT7tAGBXFnU6fsrPlturdW/z/U09xpwSAItu8mcjTU/xjLl2a6ORJ7mTgDvr1E4+dV1/lTgQALrZmjdgN+PlxJwI9wBgzgLGgQFiAvA5vwIABtH//fs2f48ePa25j5MiR6naioqIoPj6efvvtN4qPj6eoqCh12ahRo5z2OtKDOjsAACAASURBVNB5W6aty//GpkYN7kTG4eMjtu0ff1jGI/I/Vq5cITd2+DBRYKD4y8WKESUlOfU1gIFYX/by9tvciQDAhby9tQuEdetyp9On9HS5rV5/Xfx/y5bcKQGgSE6ftrwBz/+H7OFhmSwcoDAGDhSPnwEDuBMBgIstWyZ2A15e3IlADzDGDGAsKBAWIK/DGzdu3F39fmpqKnl7e5OiKBQdHU0ZGRnC8vT0dIqOjiZFUcjb25uOHDnigNQydN5ECQniG5v77+dOZBweHmLb/vkn0S+/yF9WLtDNm5bRW+tRyk8+cfprAAN56SXx+Bk+nDsRALhIbq52cVBRiCIiuBPq0+XLclu9/bb4/0LcTR8A9OLOHaKHHpL/sDEvMxTFa6+Jx0+fPtyJAMDFPv1UPpVkZ3OnAm4YYwYwFhQIC3CvBcIBAwao20hOTra5TnJysrrOwIED7yGtNnTe8px4YWHciYzB1m3J/vrLMg9h/seCggrYUG4u0QsvyBt78UXLMoDC6tFDPIaGDOFOBAAukpVlv0BYtSp3Qn06e1Zuq4kTxf8/+ih3SgAotEGD5D/qZ58lcuKUFmBAb74pHkM9e3InAgAXmz1bPp1gCltw5RjzyZMnafDgwRQZGUn+/v5UqlQpio6OpqlTp1J6errDnmf9+vXUvn17CgsLIx8fHwoLC6P27dvT+vXrC72NrKwsmjdvHsXExFDZsmXJ19eXwsPDqW/fvnTgwIFCbyctLY3Gjh1L9erVo5IlS1LJkiWpXr16NHbsWLp06VKht7N//37q27cvhYeHk6+vL5UtW5ZiYmJo3rx5lJWVZfd3ly5dqu7jgn6WLl1aYJb09HSaMmUKRUdHU6lSpcjf358iIyNp8ODBdBK3vmeHAmEB7qVAmJubS6GhoaQoCtWsWdPuupGRkaQoCoWFhVGuE4ohKBAS/fST+KamfHnuRMZw65b8hvHoUaLkZPGxgIACNmTrnWfduparCgGKomdP8Th6803uRADgIhkZ9guE+HKQbSdOyG01c6b4/yZNuFMCQKFY3w9OUYjCw4muXOFOBu5myBDxOOrRgzsRALjYtGnyKeXaNe5UwM1VY8zr1q2jwMBAzcJURETEPd+JLycnh3r16mW3ANa7d2/KKeBLVmlpadSoUSPNbRQvXpwWLVpUYJ6dO3dShQoVNLdTsWJFSklJKXA7CxcuJB8fH83tNG7cmNLS0jR/35EFwiNHjlCNGjU0fz8wMJASEhIKfE3gPCgQFuBeCoTHjh1Tf79fv3521+3bt6+6rr35DO8WCoREW7fexS0voUDXr8tvGE+eJPrtN/Exu5NZJyVZ5hnM/wuBgZb5CAGKqk8f8Vh67TXuRADgIv/9Z79AGBLCnVCf/v5bbquFC8X/R0dzpwSAAv35p+VNd/4/Xl9foj17uJOBOxo+XDyWXnqJOxEAuNiECfJ7xIsXuVMBN1eMMe/evZv8/PxIURQKCAigiRMnUlJSEm3evJn69OkjFAmvX79+188zcuRIdVtRUVEUHx9Pv/32G8XHx1NUVJS6bNSoUZrbyM7OppiYGHXdjh070oYNGyglJYVmzZpFISEhpCgKeXp62r0i8dSpU1SuXDnKm4Zs+PDhtG3bNtq2bRsNHz5cncIsJCSETp8+rbmdxMRE8vT0JEVRqHz58jRr1ixKSUmhDRs2UMeOHdWcMTExlK1xz+D8BcJNmzbR/v37NX+uXr2qmeX69esUERGhbqtPnz60efNmSkpKookTJ1JAQAApikL+/v60B+9X2aBAWIC8A7h27dpUq1Yt8vPzo4CAAKpevTp1796dtmzZovm7CQkJ6u/PmDHD7vNMnz5dXTcxMdHRLwMFQiLasUOuP8G9szVv0b//Ev3xh/hYsWIaGzh/nig0VN7I2rUufR1gIAMGiMeSk27dDAD6Y+uclP8nOJg7oT7t2ye2k4cH0RdfiI898AB3SgCw69o1ourV5Y7vs8+4k4G7sp6MNi6OOxEAuJh1N6AoRGfOcKcCbq4YY27atKlaKEtKSpKWT5069Z4u6iEiSk1NVYtu0dHRlJGRISxPT0+n6OhoNYfW1YqLFy9Ws9iaOuzIkSPqlZDVq1fXvL1nt27d1O2sWrVKWr5y5Up1eQ+Nq/ozMzMpPDyc8q7MO3r0qLTOwIED1e1oXf2Xv0B44sQJm+sUxtixY9XtTJ06VVq+Y8cOdR80w6T3bFAgLEBhLqVt3749XbNxjf28efPUdVavXm33eVavXq2uO3/+/CLnPH36tN2f/MVKsxYIi3RFGxTa+fO2v1G2d6/4mKenjV/OyiJq3lzewMiRLn8dYCCvvioeTwVcwQ0AxmHrnJT/p0QJ7oT6ZP0eydeXaPly8bG6dblTAoCmnByi2Fi508N7ILgXY8eKx1OXLtyJAMDFBg+WTy3HjnGnAm7OLhCmpKSo29e6I19OTg7VqlWLFEWh4OBgyszMLPLzDBgwQH2e5ORkm+skJyfbLf4RkZqjdOnSmvMiTp482W7x79y5c+pVf61atdLM3KpVK8q7GvHcuXPS8vxFxMmTJ9vcRnp6OpUqVYryLoiyxREFwszMTAoKCiJFUahWrVqat2nt16+f6WsW3FAgLIC/vz89//zztGjRItq+fTvt2bOHfvjhBxo9ejSVKVNGPYCbNWsmdUb5v82wYcMGu8+zfv16dd0PP/ywyDkLe19gM/+x7dkjvqnx9uZOZAynT8tvGK9eJdq/X35cml7T+rY1ikLUooWlcAhwt954QzymevXiTgQALmLrnJT/R/NqdpPbvl1sp6AgolWrxMcKmE4bADhNnix3eI0aEd2+zZ0M3Nm774rHVMeO3IkAwMUGDpRPL3/9xZ0KuDm7QDhq1Ch1+zt37tRcL3/RbdOmTUV6jtzcXAoNDSVFUahmAR90IiMjSVEUCgsLo1yrgc3U1FQ1Q//+/TW3ce7cOXW9OBtX5C9YsEBdvmLFCs3txMfHq+stWLBAWh4XF6cut1VAzJO/KJeamiotd0SBcNOmTeo2PvjgA8318hdh7d3KFZwHBcIC2LuP7vnz54X7EX/88cfC8vHjx6vLNm/ebPd5Nm/erK47YcKEIudEgbBghSpYQZEdPy63682bRIcOyY8Lt7b+5ht5hbAwogsX2F4LGIT11xxffpk7EQC4yIkT9guEOPfb9tNPYhuFhMin6Ro1uFMCgE0//WS5VUf+P9gyZYj++Yc7Gbg768nHYmO5EwGAi73yivxeet8+7lTAzdkFwrzbi5YoUULzdpxERElJSWqOd955p0jPcezYMfV3ta5SzNO3b1913ePHjwvL8t9eND4+3u528ubiq1y5srQs/+1F7RX2zp49q67XvXt3aXmlSpVIURSKjIy0m2X58uXqdpYsWSItd0SBMP/tRbWu0CQiysrKIn9/f1IUhR577LG7ei64NygQ3qNjx45RsWLFSFEs9xHOz5VXEOIWowX7+2/5jQ0uVLt3hw/L7XrnjvbjRESUmkpUsqR8WYedEwZAoQ0bJh5b3bpxJwIAF7F17rH+uYu7zxheYqLYRpUqEa1bJz5WtSp3SgCQnD5NVK6c+Mfq4UH0ww/cycAIJk0Sj61nn+VOBAAuFhcnv5fetYs7FXBzdoGwbNmypCgKNWjQwO56V65cUXN07ty5SM+Rf5x8xowZdtedPn26um5iYqKwbMiQIeqyPXv22N1Ou3btSFEU8vDwoJs3bwrLGjZsSIqiUFBQUIHZ8+YzbNSokfD4jRs31CyxBXypZ/fu3eq6w4YNk5bnLxA+/vjjVLFiRSpWrBiVKVOGmjRpQqNHj6YzBUxI2qlTJ3Ub9i7AIiKqX78+KYpC5cqVs7seOAcKhA7Qpk0b9YD/999/1cddOQdhQVwxgazeHTsmv7Gxmn8W7sLBg7avztBs75s3ierUkRfOmcP9UsAoRo4Uj60XXuBOBAAuYuvqdesfq89iQPLVgtWr2y4aAoCO3L5N1KSJ3Mm9/z53MjCKKVPEY+vpp7kTAYCLdeggn2Z+/ZU7FXDLP8ackJBQ4EUrRXHr1i11288880yB65coUYIURaGHHnqoSM/jqDH7rl27qsvS0tLsbmfQoEHqun///bewrHz58qQoCtWpU6fA7HXq1CFFUahChQrC43/99Ze6/UGDBtndRlpamrru888/Ly3PXyDU+vH19bVbw2jSpAnlXQlakGeeeUbd7m3cIt/lUCB0gKFDh9osvjnq2wiOgAKh5S471m9srl/nTuX+9u4V29TLy/L4yZM22vu/XNtfQXvpJdzzDRxnzBjx+OralTsRALjIvn0FFwgL+PKiKcXHi21Upw7Rpk3iY6Gh3CkBQGBrYqi2bYlycriTgVF89JF4fD31FHciAHCx1q3lU82WLdypgFv+MebC/BTFxYsX1d/rWoixnJCQEFIUherWrVuk53HUXf/yXzR069Ytu9sZPny4uu7vv/8uLMu7xWaTJk0KzN64cWNSFIUCAgKEx/PvlxEjRtjdRkZGhrruszbuELB06VIKDw+noUOH0tdff02//fYb/fbbb7RixQrq3LkzeXh4qL9vay5EIqLatWuToihUvnz5Al9Tly5d1O1dunSpwPXBsVAgdIBhw4bZLL456n7GjoACIdHZs/Ibm8uXuVO5v127xDYtXtzy+OnTNgZlP5gvP1ivHlF6Ou+LgHt25gzRn3/qpM47bpx4jD33HHciAHCR338vuECIqW5lS5eKbfTgg0SbN4uPhYRwpwQA1Zdfyp1beDi+AQGONXOmeIy1bMmdCABc7PHH5dPNxo3cqYCbMwuEp06dUn+vWyGmi8mbc69atWpFep7x48erz7N582a7627evFldd8KECcKyFi1aqMtyCviSVv45+bZv3y4s8/T0JEVRqGnTpgVmz5uj0SvvCo3/2bZtm7r9sWPH2t1GTk6Oum5LG+f3a9euUa6dAb6EhAR1yjV/f3+b8yaGh4eToihUqRC3osk/B2NRrzqFe4cCoQPkvww2//13c3NzKTQ0lBRFoZo1a9rdRs2aNUlRFAoLC7P7B3i3UCAkSkuT39icP8+dyv0lJYltmvcFFlsF2UteIeIDgYGWCaPAra1ZYykMKwpRu3Y6KBKOHy8eZ+3bMwcCAFfZubPgAmEBUyWY0nyr7+888gjR1q3iY6VLc6cEACKyXCrt5yf+gfr6EhUw7w1Akc2eLR5nzZpxJwIAF3voIfm99HffcacCbs68xSiuINTHFYSFMWHCBHUb79u4xT2uIHQfKBDeo+PHj5OPj4/mtxUGDBigHuDJyck2t5GcnKyuM3DgQKfkRIHQ8oVaDBI6nvUAYqlSlscvXLBx1YZSTnxg7Vre8OAQjRqJu3X3buZAEyfKt9sCAFPYvl388y9WTD4XOeFGDW7v44/FNmre3DK/jPV3egCA2dWrlklCrTu2zz/nTgZGNHeueJzFxHAnAgAXa9BAPuUUMF0bmIAzx5gxB6E+5iAsjAsXLqi3Gn3yySel5ZiD0H2gQGjHunXrKCsrS3P5+fPnKSoqSj2AP/roI2md1NRU8vLyIkVRKDo6mjIyMoTlGRkZFB0dTYqikLe3Nx120tVUKBAS3bwpv7E5cYI7lfv76SfbtyC7fFlu77NKhf//z6hRvMHBYUKsLgz99lvmQB98IAZq04Y5EAC4ypYt4p9/UJB8LrL6LAZENHWq2EatW8tXYxbicx0AOFNODlFsrNyp9e/PnQyMasEC8Vh7+GHuRADgYpGR8mnnq6+4UwE3Z48xlylThhRFoQYNGthd78qVK2qOzp07F+k5EhIS1N+dMWOG3XWnT5+urpuYmCgsGzJkiLpsTwF3c2jXrh0pikIeHh508+ZNYVnDhg1JURQKCgoqMHtgYCApikKNGjUSHr9+/bqaJTY21u42du/era47bNiwAp9TS9myZUlRFKpdu7a0rFOnTupzXC3gNvj169cnRVGoXLlyd50F7h4KhHZUqVKFQkND6bXXXqPly5dTUlIS7dmzh3788UcaPXq0+kegKArFxMRoVrhHjhyprhcVFUUrVqygXbt20YoVK4QC4ygnFkxQICS6fVt+Y4O7W967DRvENg0Lszx+7Zrc3qeVMMs/WrYkys7mDQ4OExAg7ufly5kDTZsmBmrVijkQALjKDz+If/4VKsjnov37uVPqz4QJYhvFxsrzOebNMQwATCZNkju0xo0tH3IAnOHTT+XjDQBMpUoV+dSzdCl3KuDm7DHmvDn2SpQoYffCnaSkJDXHO++8U6TnOHbsmPq7/fr1s7tu37591XWPW92OZvHixeqy+Ph4u9uJiIggRVGocuXK0rL8c/DZms8vz9mzZ9X1unfvLi3Pm5MxMjLSbpbly5er21myZIndde0pV66cZoEw/5yLWndVJCLKyspSrwR97LHH7joL3D0UCO2oUqWKeiDb++nUqZPdSnhOTg717NnT7jZ69epV4GSm9wIFQsuXbq3f2Bw6xJ3K/SUkiG16//2Wx2/ckNv7pFKZ6L77iC5e5A0NDuXlJe7nxYuZA82YIQZ64gnmQADgKomJ4p9/pUrybUb/+IM7pf6MGSO2UZcuRHv3io95eXGnBDCxn34i8vQU/yjLlCH65x/uZGBkn30mHnMNG3InAgAXs75bkKJY5q4Gc3P2GPOoUaPU7e/cuVNzvcmTJ6vrbdq0qUjPkZubS6GhoaQoCtWsWdPuujVr1iRFUSgsLIxyc3OFZampqWqG/nbu6nDu3Dl1vbi4OGn5ggUL1OUrVqzQ3E58fLy63oIFC6TlcXFxhSo09uvXT10vNTVVcz17Ll68qN5i9Akb426bNm1Sn+ODDz7Q3E7+qdecefEUaEOB0I5ffvmF3nvvPWrdujVFRERQ6dKlydvbm4KDg6levXrUr18/SkpKKvT2EhMTKTY2lkJDQ8nHx4dCQ0MpNjaW1q9f78RXYYECoYX15+p9+7gTub9vvhHbtEYNy+MZe1OlN5JHvSMt9ywDw8jMlD8wfPIJc6hZs8RAzZszBwIAV1m7VvzzDw+33Boz/2M4DcmGDRPbqFs3y5WW1v271edhAHCFU6eIypYV/xg9PCyXTAM405dfisfdAw9wJwIAFwsMlN8PzprFnQq4OXuMOSUlRd2+1tV9OTk5VKtWLVIUhYKDgykzM7PIzzNgwAD1ebSucMtfvBo4cKDNdfJylC5dmtLT022uk7+YuWrVKmn5uXPnyNPTkxRFoVZ27oLVqlUrUhSFPD09bRYAV65cqT7P5MmTbW4jPT2dSpUqRVpX/hXW+++/rz7XhAkTpOV37tyhoKAgUhSFatWqJRVX8+QvVpq5ZsEJBUKTQIHQwscHVxE42sqVYpvWrk1EN2/SnVoNpDeSqeNws3qjsXUr2WnTmEPNmSMGatqUOZD+5eQQzZxJ1Lat5QMfigDgrtasEf/8IyKISpUSH9u2jTul/rz+uthGvXsT/fWX3L/j7uAALnb7NlGTJvIf48SJ3MnADJYvF4+7unW5EwGAi1mPoSkK0YcfcqcCbq4YY867zai3t7fNi3OmTp2qZhg3bpy0/Oeff1aX9+jRw+ZzpKamkpeXFymKQtHR0ZSRkSEsz8jIoOjoaDXHYY15qvLfZnTQoEHS8qNHj6rzBlavXl3ztqn5bzO6evVqafmqVasKfE2ZmZkUHh5OiqJQYGAgHT16VFpn4MCB6naW2rhn8IkTJ2j37t02t58nISGBfHx8SFEU8vPzozNnzthcL/9tRqdOnSotT0pKIm9vb1IUhZo1a2b3OcF5UCA0CRQILXAVgeMtWya2af36uURxcZSteEpvJA8dRNXBaM6dkz8wjB/PHGr+fDHQI48wB9I/60L/119zJwK4O/Hx4rFcp458a6TNm7lT6k+/fmIbDRpEdOSI3L9jqjMAFxs4UP5DbNvW8s0eAGezfoNYqxZ3IgBwIVvT9OA7KkDkmjHm3bt3k5+fHymKQgEBATRp0iRKTk6mLVu2CHMCRkRE0PXr16XfL0yBkIho5MiR6npRUVG0YsUK2rVrF61YsYKioqLUZfZufZmdnU2PPvqoum6nTp1o48aNlJKSQrNnz6aQkBDKu+rP3l0ET506pc7p5+3tTSNGjKDt27fT9u3bacSIEWohrVy5cnT69GnN7SQmJqpXI5YvX55mz55NKSkptHHjRurUqZOaMyYmhrJtfAM0r+0efvhhmjRpEiUmJtKuXbto165dtHLlSurcubN6a1FFUWjOnDmaWa5fv67OvagoCvXt25e2bNlCycnJNGnSJAoICFCLjHv27NHcDjgXCoQmgQKhRXCw+MZm+3buRO5v6VKxTRtWOk+kKJSrKNIbyf37udOCox07Jn9gGDmSOdSiRWKgJk2YA+lf375ik736KncigLvzxRfy3dDuu098bMMG7pT68/LLYhsNHkx0/Ljcv9+8yZ0UwESsOzRFIapWjejqVe5kYBa2LssHANNIT7ddILRxsRaYjKvGmNetW6deeWfrJyIigo4cOWLzdwtbIMzJyaGePXtqPoeiKNSrVy/KKeDLWWlpadSoUSPNbRQvXpwWLVpU4GveuXMnVahQQXM7FSpUsDsvY56FCxeqV/jZ+mncuDGlpaXZ/N38bWfvx9/f3+Y8iNaOHDlCNWrU0NxOYGAgJSQkFLgdcB4UCE0CBUIL6+k7fv6ZO5H7W7hQbNOHlGT1P15KlrBs717utOBoBw7IHxjeeIM51JIlYqDoaOZA+vfii2KT9e7NnQjMYtMmonLliHx9HTN/qa0//6pVxce+++7en8do4uLENho1yjLtmXX/fu0ad1IAk9i3j8jPT/wD9PPDm2lwrW+/lQvUAGAaly/bLhDauZAKTMKVY8wnT56kt956iyIiIsjf35+Cg4MpOjqapkyZojnfH1HhC4R5EhMTKTY2lkJDQ8nHx4dCQ0MpNjbW7hV/1rKysmju3LkUExNDZcqUIV9fXwoPD6c+ffrQgQMHCr2dtLQ0GjNmDNWtW5cCAgIoICCA6tWrR2PGjKFLly4Vejv79++nPn36UHh4OPn6+lKZMmUoJiaG5s2bp3mbUyLLVX/Lli2jQYMGUZMmTahy5crk7+9PPj4+VL58eWrRogVNnDiRLly4UOgsN2/epClTplB0dDQFBweTv78/RUZG0ltvvUUnT54s9HbAOVAgNAkUCC0qVhTf2PzwA3ci9ydN96ZsVf/jo9wWlmHOR+PZtUv+wNC3L3Mo62/cR0UxB9K/jh3FJuvenTsRmEXt2v9/3Pn43HsBasEC8Vh++GGiyEjxsTVrHJPdSKz7gHffJTp7Vu7fL1/mTgpgAlf/j72zjpba+OJ4cIdS3N0p7locirsVKxQvXuyHuzulWIEWp3iLU7RIkRbX4lCkeHHem98f6TZ7Z2aX95Ls3sj9nJNz3s7k3Xxnkp2djNz7WJ2I4b+AixZhKyPcxsaN8BlMmxZbEUEQQeT2bfkEYc+e2MoIbGiMmSCcBU0QugRqvFVSp4Ydm59/xlZkf6ZMgXVaVtnx34cYkd+AvMOHsdUSZrNnj/jC0KwZsqglS6CgXLmQBVmfypVhlTVujK2IcAOyuCZGF5Lwi1ZKlWIsZ06YtnSpOfqdxGefwToaM4ax+/fF+xOORaIEQeghJISxGjXEL1+HDtjKCDeyaRN8DlOlwlZEEEQQuXxZPkFI4SgIGmMmCGdBE4QugRpvlfTpyc2Y2YwfD+u0krJZ/aN8eRY7dijIO3AAWy1hNlu2iC8M9eohi1q+HArKkQNZkPUpXRpWWd262IoIN/DPP2L7EYZwCn4RFq2UZSxfPtqE8yHKlYN1NHmy3K3U7dvYSgnC4YwaJX7xChVi7PVrbGWEG9m6FT6LyZNjKyIIIojIwokoigU8BhHo0BgzQTgLmiB0CdR4q5CbMfMZ3fQkqNNqygZ1den9+yxePFjf+/ZhqyXMZs0a8YWhalVkUatWQUFZsiALsj4FC8Iqq14dWxHhBmQ71PbuNWZTWLRSibEiRWBaGGLDu44SJWAdffMNY0+fivfnxg1spQThYLZvZyxiRPilS5iQvngEHjt2wOcxcWJsRQRBBJGjR+UThC1bYisjsKExZoJwFjRB6BKo8Vbh3YwtW4atyOacP8+GRR0O6rR2hLX/bQFJkADW9+7dyHoJ0+G9eXp27KDCz1pmzIgsyPrwbWOlStiKCDdw7ZrYfuzYYczm6NHigoWSJcXJLwLCLxKYP5+xFy/E+3PlCrZSgnAoN26ok4HeX7iIEdVJQ4LAYtcu+EwmSICtiCCIILJvn3yCkMJREDTGTBDOgiYIXQI13ip58sCOzQ8/YCuyMc+fM5Y9OxuoDAV12iD/pf9OSZwY1vfOnYh6iYAwd674wlC0KLKo9euhoHTpkAVZH979cpky2IoIN3DunNh+bNpkzOawYdBerVqi+8wpU8zR7yRy5YJ1tHgxY2/eiPfn4kVspQThQF6/Vt2I8l+4UaOwlRFuZ+9e+Ex+9BG2IoIggsj27fIJQgpHQdAYM0E4C5ogdAnUeKvwK+S/+w5bkU0JDWWsYUPGFIX1VUaBOm3SJPS/05Ilg/W9bRuiZiIgTJsmvjDkyYMs6uefoaDUqZEFWR/+u1qiBLYiwg0cOya2H0ZjAw8cCO3Vr89Y5cowbfx4c/Q7Cd4F+6pVjL1/L96fs2exlRKEA+nQQfyy1ajBWEgItjLC7Rw4AJ/LOHGwFREEEUQ2bpRPEFI4CoLGmAnCWdAEoUugxlulaFHYsZk9G1uRTZky5b9K7KmMB3XaooV2WsqU5u4MIazH2LHiC0PmzMiitmyBglKkQBZkffh4oYUKYSsi3IDMbdGqVcZs9usnukCqUQOmjRxpjn4nkTYtrKMNG9S1QPz9OXUKWylBOIxFi8QvWoYMjD1+jK2MIBg7fBg+mzFjYisiCCKIrFwpnyCkcBQEjTEThLOgCUKXQI23SqlSsGMzcya2Ihuyfz9jkSP/V4ldlCmgyAeOpAAAIABJREFUTtu00U5NkwbW98aNaKqJADF4sPjCkCoVsijeF0rSpMiCrE/UqBbbBUq4gq1bxfZjyRJjNnv1gvaaN1fdIHmnDR5sinxHwe8i3rpVTff6uWeKwtjvv+PqJAhH8ccfjEWPDr9kMWIwduIEtjKCUDl6FD6f0aJhKyIIIoh8/718gvDTT7GVEdjQGDNBOAuaIHQJ1HirUBwig/z1lzCK2EGZCeq0QwftdD6u2bp1eNKJwNC7t/jCkDAhsqhffrGYIGsjcyOYPTu2KsINrF0rPnsLFxqz2bUrtNe6tbqL0Dutf39z9DuJjz+GdbR7t5rOz10cOYKrkyAcw+PH6k5BvhGkAOmElfj9d/h8RoqErYggiCAyZ458grBYMWxlBDY0xkwQzoImCF0CNd4qlSrBjs2ECdiKbMTbt+IWTEVhbfIcAUldumj/kjkzPH31ajz5RGDo3Fl8YYgVC1nUnj1QUPz4yIKszfPn4j3MmBFbFeEGli4Vn705c4zZ7NQJ2mvXTt1F6J3Wq5c5+p1ErFiwjg4e9J9OEIQBQkLUAE58A9ixI7YygoCcPCk+pwRBuIapU+UThAUKYCsjsKExZoJwFtTDcwnUeKtUqwY7NqNHYyuyET17ij3DChVYyxYhIKlnT+1fsmWDp69ciSefCAytW4uPRcSIauwqNPbvh4LixkUUY33u3RPvYZo02KoINzBvnvjszZhhzGbbttBe586q62vvtK5dzdHvJHhXosePq+l8fNL9+3F1EoQjGDFCbPwKF2bs9WtsZQQBOXNGfFZDQrBVEQQRJMaOlU8QfvIJtjICGxpjJghnQROELoEab5XatWHHZtgwbEU2YdUqsVeYKhVjDx6wpk1hct++2r/lzAnzli3DKwIRGHjXfZ7jzRtEUYcOWWxLo7W5dk28f8mSYasi3MC0aeKzN3myMZutWkF73burm3K807xdYRNyN8Nnzqh5CRLAdI/rUYIgdLJtG2MRIsAvVsKEjN24ga2MIEQuXBB/IN6+xVZFEESQGDpU/q6fJQu2MgIbGmMmCGdBE4QugRpvlfr1Ycdm0CBsRTbg3DnGYseGFRc1KmOHDzPGGGvQAGYNHKj9a+7cMI/CqjiPWrXkLw1PniCKOnIEiokeHVGM9Tl7Vrx/CRJgqyLcwJgx4rM3dqwxm82aQXtffy3GJWzTxhz9TuHFC/E+/Pmnmpc4MUzfsQNXK0HYmuvXxVn3iBHpi0VYl8uXxR+IV6+wVREEEST69pW/66dLh62MwIbGmAnCWdAEoUugxlulSRPYsenXD1uRxXn+XPQTqiiMffvtf6fwuzKHDtX+PV8+mLdwIUIZiIDCx/X0HH/9hSjq+HEoJkoURDHW59gx8f7FiYOtinADgwaJz97w4cZsNmoE7fXvr04Seqc1b26Ofqfw6JF4H27dUvOSJ4fpW7bgaiUI2/L6NWMFC4pfNop3QFiZq1fFZ/aff7BVEQQRJLp1k7/rp0iBrYzAhsaYCcJZ0AShS6DGW6VFC9ix6dULW5GFCQ0VtwcqilqJXgHm+LiOo0ZpJvhxkPnzg18MIrCULCl/abhyBVHUiRNQTIQIiGKsz7594v2LFg1bFeEG+Ik7RTG+s79ePWhv8GB1ktA7rVEjU+Q7hr/+Eu/DgwdqXurUMP3nn3G1EoRtaddO/KLVrEnx3Ahrc+OG+NyiugkhCCKYtG8vf9dPmBBbGYENjTEThLOgCUKXQI23SuvWsGPTrRu2IgszebLYE8ydW/VF5gW/g2z8eC2vSBGYN2dOkMtABJwCBeQvDadPI4o6fVoU5DWpTUC2bROrK2JEbFWEG+jUSXz2vOPY6qFmTXFH4pAhMK1uXXP0OwVZHNJnz9S89Olh+vr1uFoJwpYsXCh+yTJmpIkWwvrcvi0+uw8fYqsiCCJI8AvsPUfcuNjKCGxojJkgnAVNELoEarxV+BVQnTphK7Io+/YxFjkyrKyPPlLjUHCULQtPmzJFyytRAubNmhXEMhBBIXt2+UvDkSOIos6dEwW9e4coyNqsWye/h+/fYysjnE6rVuJz16OHMZuffQbtjRnD2MiRMK16dXP0O4ULF8T78OaNmpcpE0xfvRpXK0HYjt9/V2Mhe3+RYsRg7ORJbGUE8WHu3hV/IO7fx1ZFEESQaNhQ/p4YPTq2MgIbGmMmCGdBE4QugRpvla++gh2btm2xFVmQv/5iLFkysRe4caP0dN7F5MyZWl7p0jBvxozgFIEIHunSyV8a9u5FFHXxoijo9WtEQdZm2TL5PXz5ElsZ4XRkgw6dOxuzWbEitDdhgrqz3TutcmVz9DuFkyfF++DZdM2HIV65ElcrQdiKR4/kHaXFi7GVEUTYePBAfH5RA40TBBFMeM8cniNCBHLQ43ZojJkgnAVNELoEarxVuneHHZsvvsBWZDHevmWsVCmxBzhggM9/KVoUnurtRtTf7kLCGSRJIn9p2LoVUdSVK6IgzjUuoTF/vvwekuczItDUqCE+d+3aGbNZpgy0N3WqeninlS1rjn6ncOQIrB/vGKSffALzli7F00kQtiIkhLGqVcVGjtyXEHbi8WPxGb51C1sVQRBBgg8n432Qgx53Q2PMBOEsaILQJVDjrdK7N+zUNGuGrchi9Ogh9vwqVvTra5CPQbdggZZXoQLMmzgx8EUggkvcuPIXhnXrEEVdvy4K8gTUIgRmzJDfQ/IgRQSa8uXF565VK2M2edfW33yjHt5pJUuao98p7N8P68c7rkzevDDv++/xdBKEVXn/XnW/u3atOi/IGFMDoPINXJEimv9egrADz56Jz/H169iqCIIIErK147T+lmCMxpgJwmnQBKFLoMZbpX9/2Klp1AhbkYVYuVLs9aVOzdjff/v9t9y54b94e02qXBnmjRsX4DIQQSdKFPkLw7JliKJu3RIFPXqEKMjajBsnv4e3b2MrI5xOsWLic9e0qTGbRYpAe3PmMDZvHkwrXNgc/U5h505YP4kSaXn8IqDvvsPTSRBWpXFj7TvSogVT3ShEiCB+sW7exJZKEOHjxQvxh/rPP7FVEQQRJAoV8j1B+PgxtjoCExpjJghnQROELoEab5XBg2Gnpl49bEUW4exZxmLHhpUTNSpjYXhWsmeH/7Z8uZbHe1YaPTqAZSCCzrt3vl8YUAeR//pLFPTgAaIgazN0qPweXr2KrYxwOnnyiM9dgwbGbObPD+0tWMDYokUwLW9eU+Q7hk2bYP2kTKnl8ROuc+fi6SQIK/L4MWMRI2rfkShRQtmL+CngFydiRHUmniDsxuvX4g/1xYvYqgiCCBK5cvl+3797F1sdgQmNMROEs6AJQpdAjbfKiBGwU1OzJrYiC/D8OWPZsok9vtmzw/TvmTLBf1u9Wsvjg1qPGBGgMhAoyLwOeY6ZMxGF3b9PbzDhoE8f+T28cAFbGeF0MmcWn7tatYzZ5AcyFi9WdzR7p+XMaY5+p7B2LayfDBm0PN5l66xZeDoJwopcviy2Y38pXIDmMWOwZRKEPmSrAc+dw1ZFEESQ4Md6vI8bN7DVEZjQGDNBOAuaIHQJ1HirjBkDOzVVq2IrQiY0VN2uwff2WrVS88JA2rTwXzds0PLq1IF5Q4cGqBwECnfv+n5hmDABUdjDh6Ig8pfpky5d5Pfw1ClsZYTTSZVKfO4++8yYTdmu9h9/hGmZM5uj3yksXw7rJ3t2Le/TT2He9Ol4OgnCipw4IbZj1xWvxq127TD3qQnCcoSGig/46dPYqgiCCBKyvrrnuHwZWx2BCY0xE4SzoAlCl0CNt8rEibBTU7EitiJkJk0Se3p58zL28mWYTaTgvCht3qzl1a8P8wYODEAZCDSuXvX9wjB8OKKwp09piWM4aNNGfg+PHcNWRjidBAnE565CBWM2ZbvaN2yAaenSmaPfKSxcCOsnXz4tr1w5mDd5Mp5OgrAiv/4qtmMXlYzqH5kyMfbkCbZEgjCGtw9dRVFnxQmCcAWJEvl+3z9zBlsdgQmNMROEs6AJQpdAjbfKtGmwU1OmDLYiRPbuZSxSJFghH30U7sDziRNDEzt2aHmNGsG8/v1NLgOBypkzvl8Y+vVDFPbPP6IgCqjnk6ZN5ffw0CFsZYTTiRFDfO5KlzZmU7arffNmmJYihSnyHcPs2bB+ihbV8ipVgnmou8Mdyu3bqltuClFnT7ZulWywUrIzFjMmbcUnnEGUKPABP34cWxFBEEEidmzf7/u//46tjsCExpgJwlnQBKFLoMZb5ZtvYKemZElsRUjcucNY0qRiL++nn8JtKn58aGLPHi2Pn3jo08fEMhDoHD3q+4WhWzdEYa9eiYIuXUIUZG1q15bfw717sZURTiYkRP7ceU9O6SFlSmhv0yZ14sU7LXFic8rgFPjFU59+quVVrQrzKJSauTx6xFjChFr9LliArYgIL2u+fy60Y8eVPIwtWYItjSDMIXp0+IC7eCyBINxG5Mi+3/cPH8ZWR2BCY8wE4SxogtAlUOOtMncu7NQUKYKtCIG3b9WZUb6HN2iQLnNx4kAzBw5oec2bw7xevUwqA2EJ9u3z/cLQrh2isLdvRUHnzyMKsjaVK8vvofduYIIwmxcv5M9dgQLG7CZJAu1t3y62VR99ZE4ZnML48bB+KlXS8mrUgHkjRuDpdCJLl/qenCVsQEgI+z73eKEdO1h/IrYygjCPWLG4B/wgtiKCsBxnz6qLK9+/x1ZiHu/e+X7XVxS1f024FxpjJghnQROELoEabxU+zk7+/NiKEOjeXezdVaqkuzfLLyo9ckTL++ILmNe9u0llICyBzK2W52jeHFGYbGsSBUnwSalS8nu4aRO2MsLJ/P23/LnLlcuYXT6u4e7dqrtc77RYscwpg1MYMQLWT40aWl6dOjBvyBA8nU5k5kxYv9mzYysiwsWwYWyW0k5ox/bseIutjCDMI25c+IDv34+tiCAsxfz5WqjOChUYCw3FVmQOz5/7nyCkxaTuhsaYCcJZ0AShS6DGW2XxYtipyZ0bW1GQWbFC7NmlSaOO1OqED2P4xx9a3pdfwrwuXYwXgbAO69b5fmGoXx9ZHC/o5ElkQdalYEH5PVy3DlsZ4WRu3JA/d1mzGrMrG8c8fhymRYliThmcwsCBvtvvBg1g3sCBeDqdyKRJsH5TpcJWRISZzZsZixCBjVd6Cu3Ytm3Y4gjCRPzFkyAIguXI4Xs8xM48eOB/gpAWk7obGmMmCGdBE4QugRpvFX5+zFUrtc+eFV3ERI0Kt/yFk9BQsaN4+rSW3749zOvY0YRyEJaBd43mfVSrhiyOD5hAUdR9wr/Ueo5Vq7CVEU7m/Hn5c5chgzG7MWJAe4cPM3bqlHgdp6zuNoPevWHdfP65ltekCczr1w9PJybPnjE2dChjAwYYWlMlMGYMrF9yf2sTrl5l7OOPGVMUNkQZJLQvOkJ6E4R1SZQIPuC//IKtiCAsBb84bfNmbEXmcPOm/wlCWkzqbmiMmSCcBU0QugRqvFXWrIGdmkyZsBUFiWfP1G0ZfK9u7lxDZt+8EU1euKDld+oE81Dj0hGmM3++7xeGcuWQxUWLBgUdPYosyLqkTy+/h0uWYCsjnAy/q8+sHVRRokB7x46pv0v8dd6SB8D/6NoV1k3r1lpes2Yw7+uv8XRiUqmSVgdmuqcfNgzWb6RINHlteV69Uh+Cf29aL2Wc0L6sWYMtkiBMJGlS+IBv346tiCAsQ2io5l7UaRNnFy/6nyBcsQJbIYEJjTEThLOgCUKXQI23yoYNsFOTLh22oiAQGspYvXpij+6LLwyb/ucf0eyVK1p+ly4wr00bw5ckLMT06b5fGIoVQxYXM6a4jYiQwo/7eI4FC7CVEU7m11/lz12SJPptyna1nzyp/i7x6f/8Y15Z7I6/3f6tWsG8Hj3wdGLx7Jn4/Ny+bY7t//1PtP3ihTm2iQDB+c9vr3wj3MNly7BFEoSJpEgBH/AtW7AVEYRlePXKuRNnJ0/6nyD84QdshQQmNMZMEM6CJghdAjXeKps3w05NypTYioLAxIliby5vXsZevjRs+vFj0fTNm1p+9+4wr1Urw5ckLMS4cb5fGPLmRRYXJw4U9OuvyIKsS7x48ns4eza2MsLJbN8uf+7ix9dv89070d65c4zduiWmP35sXlnsDj8J2L27lkexhFVvkvzz4+0twQhffy3avnvXHNtEAJC4TmgWZ61wDxctwhZKECaSOjV8wMmHLkH8hyxO3/ffY6syh99+8z9BOH8+tkICExpjJghnQROELoEabxV+QNLITgVbsGeP6q+KH3313uZngPv3/Q9s8QNfzZubclnCIgwd6vuFIUsWZHEffQQF7d2LLMi68C4ZPcf06djKCCezfr38uYsdW79N2SruS5fkv1X37plXFrvDxxns21fL69AB5rkxlrDMHe7Jk+bY5j0teJ5ZwoIcOya6L48Zk9Uu91S4h3PmYIsl3MI//zB24ECAf9PSpYMP+Pr1AbwYQdgL2SKiefOwVZnDnj3+JwhnzcJWSGBCY8wE4SxogtAlUOOtsns37NQkSICtKIDcvq3OgHoXOEIExjZtMu0Sd+6IHcWHD7X8vn1hXtOmpl2asAB9+vh+YUidGllcggRQ0K5dyIKsiWzHleeYNAlbHeFkli2TP3dRo+q3KXMFee2afLf7rVvmlcXu1K0L62bIEC2vc2eY17Ytnk4sduwQnx+zwtry7l0VRZ2QJCzGw4eMpU0r3qylS1nFimLyjBnYggk38OABYxkzqs9c/PjqHHZA8FzEc1CQTYL4j1OnxN+AmTOxVZnD1q3+JwinTMFWSGBCY8wE4SxogtAlUOOtwsc8ihsXW1GAePuWseLFxV7c4MGmXub6dfESz55p+XxsnYYNTb08gYxs54PnSJQIWRw/Ob5jB7IgayKbUPEcY8ZgqyOcjMRT339HaKg+mw8firZu31ZjuvHpJm2kdwRVq8K6GT1ay+vWDea1bo2nE4tVq8Tnxyyv1bx7V0VRF7MRFiIkhLEqVcQb9a+/3WLFxKyJE5E1E65g1iz43LVrF6ALZc0KL7RqVYAuRBD24+BB5y6y9OXtw3OMG4etkMCExpgJwlnQBKFLoMZb5fBh2KmJGRNbUYDgR/QUhbHKldVBDhO5fFm8zKtXWv6gQTCvXj1TL08g06aN7xcGI24CTSF5ciho61ZkQdbk3j3f93DYMGx1hJOZMcP3s/funT6bsuf53j11zQyffv68ueWxM+XL+x7Y6tUL5rVogSYTjdmzxefHrE3pTZuKtjduNMc2YRJDhog3qVgxxt68YYwxlju3mO09yU4QgYL31FKtWoAulCMHvNDy5QG6EEHYD1lMbaf8BqxY4X+CcMQIbIUEJjTGTBDOgiYIXQI13ip8HJkoUbAVBQCZ37Y0aRj7+2/TL3XunP+BXT5GXe3apksgEJENbHqOSJGQxaVKBQWZ6FrXScjiZniOAQOw1RFOZtw438/eixf6bN66Jdp69EjdkcinnzplbnnsTMmSsG68XWORq3B1NzX//GzZYo7tevVE20uXmmObMIHNm1X3/N43KHFi4KM4QwbxHg4diqiZcA28C+gKFQJ0oVy54IWWLAnQhQjCfqxb59zfgIUL/U8QDhyIrZDAhMaYCcJZ0AShS6DGW0XmI16vKzNLcuYMY7FiwQJGi2ZesByOkyf91+eIETCvRo2AyCCQqFPH/0vD27eI4vhYQRs2IIqxLmfP+r5/vXtjqyOcjGxTjud4/FifTdmE9/Pnal6UKDA9YLGabEihQrBu5s3T8shVuNoW8s+VWT8pNWqItmfPNsc2YZCrV9XAbvzqJ277aNKk4j3s3x9FMeEyWrSAz12pUgG6UN688EKLFgXoQgRhPxYvdu5vwLff+n/X79MHWyGBCY0xE4SzoAlCl0CNt4psx9v799iqTOLpU8ayZBEL6D3SZzLHjsFL8Tsy+VX3VasGTAqBQOXK/l8anj5FFMcv6V+7FlGMdTl61Pf9694dWx3hZGSTLp7j/n19Ni9dEm153F7za2cOHTKvLHaHd5H4ww9a3uDBMM+NrsK//FJ8rswKwVWpkmh7/HhzbBMGePWKsfz5w3RzYscWT+vVC0Ez4Trq1oXPXeHC5to/e1bdLf06X1F4oe++M/dCBGFjZJNoPXtiqzKHKVP8v+vTu6K7oTFmgnAWNEHoEqjxVvlQzDzbEhoq387VunVAL3voELwcH9Nx/HiYX7lyQOUQQaZ0af8vDXfvIorLnBmK+fFHRDHWZd8+3/evUydsdYST4V2jeR9e3vvChWxHrGcREL8RaO9e88pid7JmhXWzcqWWN3w4zKtVC08nFvwgvKKY52GvTBnR9qBB5tgmDNC6tXhj6tYV3I6EhooeSBWFsa++QtLtcEJD1XWPZcuqi0xev8ZWhAu/wCBPHvNsr1ihbphVFMbyxDzP3imRtAvNnWvehQjC5kyY4NzfgNGj/b/rd+yIrZDAhMaYCcJZ0AShS6DGW+X6dbFj8+wZtioT4GfiFIWxfPkCPvvJTy7EiwfzJ02C+eXLB1QOEWQKFvT/0nD1KqK47NmhmBUrEMVYl61bfd+/L7/EVkc4Gdn4u+e4ckWfTd7tdYQIWl7ixDBv505zyuEE0qWDdbN+vZY3ahTMq1YNTycWZcuKz6hZG2iKFRNt04p8ZObNE29KlixStwgvXsjbsHbtEHS7gIMHYT2PGYOtCBe+/ciWzTzbfGzazYrXbOS335p3IYKwOTKX+W3bYqsyB96LBH+0aYOtkMCExpgJwlnQBKFLoMZb5fZtsWPz6BG2KoPs3q0t8fQcH38clNmZX36Bl02YEOZPnQrzy5QJuCQiiOTM6f+l4cwZRHGffALFLF2KKMa6rFvn+/61aIGtjnAyjRv7fvYuXNBn05/b65QpucHOzeaUwwkkTw7rZssWLW/cOJhXpQqeTizy5BGfUbPGxwsUoAE3S3H0qBq72/uGxIrF2OnT0tPv3ZO3YS1bBlm3Sxg5ktojb3LlgvWRPr15tjNmhLa/UdprH2bONO9CBGFzevVy7jtUnz7+3/WbN8dWSGBCY8wE4SxogtAlUOOtcv++2LG5dw9blQFu32YsSRJYoAgRgjbyuW0bvHSyZDB/xgyYX6pUUGQRQSJ9ev8vDUePIorjR3S9g2oR/7F0qe/717gxtjrCydSs6fvZO3VKn01/bq/5XXIbNphTDieQIAGsm127tDzeE0CFCmgy0UiTRnxGp041xza/lkVRGGvQwBzbRDh5+JCxtGnFG7J8uc9/uXJF3oY1aRJE3S6CH6x2+8JD/nctRQrzbKdKBW0PVQZqH6ZNM+9CBGFz2rcXfwMaNcJWZQ5duvh/13dKOQl90BgzQTgLmiB0CdR4qzx+LHZs9MY6QufNG7lvqiFDgibh55/hpVOnhvmzZsH84sWDJo0IAsmS+X9p2LcPUVz+/FDMggWIYqzL/Pm+71+9etjqCCdToYLvZ+/YMX029++HduLG1fKyZIF5FJZUI3ZsWDcHDmh506bRgHzcuOIzOm6cObb551JRaFcUCiEhaqBs/mZ07er333i3xvT7GVg6doT1XKwYtiJcEiWC9ZEokXm2ebfcnZTp2odJk8y7EEHYnGbNxN+AOnWwVZlD27b+3/Vr18ZWSGBCY8wE4SxogtAlUOOt8vy52LG5dg1blU5kS7qqVFEHOYIE756Qd20zdy7ML1IkaNKIIPDRR/5fGrZtQxRXqBAUM28eohjrMn267/tXowa2OsLJFC/u+9k7eFCfzV27oJ0ECbQ83iUyeR3WiBLF9wTtzJkwr2RJPJ0YvHsnf0ZHjDDHPr8DSFEYK1HCHNtEOJAFWipenLG3b/3+Gx8Tz3NUrx4c2W7j889hPRcogK0IlxgxfC+KMUq8eNB2A2W59mH8ePMuRBA2p3Zt8TegalVsVebQvLn/d32nlJPQB40xE4SzoAlCl0CNt8rr12LH5tIlbFU6kPkFTJtWdY8URFatghKyZIH5330H8wsWDKo8IsBEjer/pWH9ekRxRYtCMbNnI4qxLnx8Me+jcmVsdYSTyZfP97O3d68+m7zb66RJfV9v0SJzymF3QkLE+veOHzt7Nsxz246dBw/kz+jAgebY5+M/KgpjuXObY5sII5s2qe75vW9CkiSqG/8PsH27/PmoVCkIul0I75r6k0+wFeEhW7wQLZp59qNHh7bLKDu1D2PGmHchgrA5Mo8Y5ctjqzKH+vVhuXiPE250O09o0BgzQTgLmiB0CdR4q7x/L3bgzp7FVhVOTp9WAyvxb4R6fbIZgJ+nzJkT5i9aBPPz5Qu6RCJAyL5LESPCz37C9gSekiWhmG++QRRjXYYM8T1JU7YstjrCyWTN6vvZ27FDn81Nm6CdlCm1vMKFYd7cueaUw+68fCnW/+XLWj7vhrhQITytGFy4IH9G+/Qxx37ChKLtdOnMsU2EgStXGIsfH96ASJEY2707TP/Oe9LwHJ9+GmDdLqVMGVjPmTNjK8LjyRP5sxcaatx2aKg4Z55T8fKnO3Kk8YsQhEPg16QqinO8LVSvDsuVIgX8XKoUtkICExpjJghnQROELoEabw3+hefkSWxF4eDpU/VtmO+Fzp+PIoefAMybF+YvXgzzc+VCkUkEAJm73gQJ4GfUsH+ffgrFTJ+OKMa69Onje5KG3NwRgSR1at/P3qZN+myuX+97ooXWDMiRxWa+eVPLd/tCn0OH5M9ot27m2I8TR7SdMKE5tokP8OqVfCvzhAlhNsH3cz2H23baBosCBWA9p0mDrQiPW7fkz96bN8Ztv30r2k2i/KV9GDbM+EUIwiF88on4fSlcGFuVOfC7I7Nnh58pfIy7oTFmgnAWNEHoEqjx1uDdIiJsvNNHaKga8ZrvgbZpgyZp3jwohd9ZsGwZzM+RA0cnYT7374uPIj93jToAX64cFDNlCqIY6yILZeq0l1vCmsh2TnkOve6Jf/xRbJM8UJMg5+5dsf7v39fy3b7lriitAAAgAElEQVTQh9+V6jk6djTHfrRoom0z3QQSfmjdWqz8evXCtQXr22/lz0f+/AHU7WKyZIH17O1G2m2cOyd/9p49M25btggwkvKOhSj/rrIdPNj4RQjCIchiCefJg63KHEqUECcEvT+7bdEYAaExZoJwFjRB6BKo8dbgvXMePoytKIzIgoXlz6+ugEZi1iwop3hxmL9yJczPmhVHJ2E+166JjyP/0jBxIqLAihWhmHDsCHATbdr4nqThdwQThJnEiuX72Vu1Sp/N5cuhnezZtbzKlWHe+PHmlMPuXL8u1v/Tp1o+X6duW+izZIn8GW3d2rjt0FDf3wEzdgERfpg7V6z0LFnCPbsycaL8/rk5Nl4gSZYM1vPHH2MrwuPIEfmz9+CBcdt//y23/bfysfrH//5n/CIE4RASJxa/K9myYasyB37XdqVK8DMfXoZwFzTGTBDOgiYIXQI13hrx4sGOzf792IrCwK5dYoC3jz9m7OpVVFnTp0NJfMyVNWtgfqZMODoJ85GtXP7sM/h5xAhEgVWqQDFjxyKKsS5Nm/oeoHbbRAARPGTxjbyPJUv02f3hB2gnd24tr0YNmEchlFQuXhTr//VrLZ/flZklC55WDPh+judo1sy4bZkbv/8G4v82bp/wwdGj4tbNWLEYO3Mm3KaGDpXfP7d9T4JF7NjibXMru3bJn71bt4zbvn1bbvuc8u8Wzr59jV+EIBwCv/hcURjLkAFblTnkzAnL1aABje0QGjTGTBDOgiYIXQI13hq8W7Ndu7AVfYBbt8SlaREiMLZ5M7YyNmkSlFWhAszn40GlT4+jkzCf48fhvY0cmbFGjWBa//6IAqtVg2JGjUIUY11q1/Y9QE0vfUSgePXK93OnKIwtXKjP7nffQTsFCmh5devCPPKQpnLqlFj/3h4W161z5qBXWBk2TP6MNmhg3LbMjZ/nQF7/5Vz+/lsNXMdX+PLlusz17i2/f2nTmiubYCwkRKznyJGxVeGxYYP82btyxbjtK1fktvcq//ob/Ppr4xchCAfw/r38u5IyJbYyc8iQAZaL9zzj5jiwBI0xE4TToAlCl0CNt0bSpLBjs307tiI/vHnDWLFiYq9z6FBsZYwxdVOWt6zPPoP5P/1EnUinsn8/vLdx4zLWqhVM694dUWCtWlDM8OGIYqwL73aRvq9EMHj40P8E4Zw5+uzOmQPtFCmi5TVubKEFDBbi6FFYL1GjwvyNG93dLnTrJn9Ga9Uybtvf9+DkSeP2CY737+U/et266TbZsaP8/iVPbqJugjGmuj6W1XVICLYyHJYuldfHuXPGbfuKb7ha+XdVWY8exi9CEA7g2TP5dyVRImxl5pAiBSxXz57wc7Jk2AoJTGiMmSCcBU0QugRqvDVSpYIdm02bsBX5oUsXscf52WeWeRseMQJKq1ED5m/eDPNTpMDRSZjP9u3w3iZJIg6UtW+PKJDfLjRkCKIY61KqlO8BahrgJALFzZv+JwhnzNBnd+ZMaKdkSS2veXOY16uXOWWxO7/+CuslThyYz/+OO2VVfFhp0UL+jFapYtz2nTu+vwO//mrcPsExeLBY0SVKqL5edeLr+UiQwDTVxL/cuiWv65cvsZXhwC+I8Rx//GHc9h9/yG3PUtqpf3TtavwiBOEAfP2Ox42LrcwcEiSA5eK9Krg5DixBY8wE4TRogtAlUOOtkT497NisX4+tyAeypaFp06pLzi0CP9ZSty7M37YN5idNiiITnZAQdYXh+/fYSsyDdx+bLp24qrBFC0SBfJCEgQMRxViXggV9D1AnTIitjnAqsrh33sfkyfrsTp0K7ZQtq+XxbpFofFPll1/8f+/5xSBu+x2vXl3+jHo/W3q5ds33d8ACXuSdxc8/i5WcJIk6umsAfi2Sr4l2wjhnz8rr+vFjbGU4TJwor4/Dh43bPnxYbnuYMkD9o3Nn4xchCAfgqz8bPTq2MnOIFQuWa8oU+Dl2bGyFBCY0xkwQzoImCF0CNd4amTPDjs3q1diKJJw6JUa8jhaNsWPHsJUB+veHEhs1gvk7d8J8p7jbCA9PnjD26adq+fPkUVdAO4Hly+G9zZ6dsQEDYJoZMZp0w/sT7NcPUYx1yZHD9wC1U1a/EtbD1+4EzzF2rD67EyZAOxUrann8DucOHcwpi9350E7/D00gOp0SJeTPaIkSxm1fuOD7O7BypXH7xL9cucJY/PiwgiNFYmzPHsOmK1WS3z/eVS9hHF+TVvfuYSvDYehQeX3s3Wvc9t69cttfKf+uwkF1EUIQ1uH33+XflQgRYDxnOxIayljEiLBcfKxv+q1zNzTGTBDOgiYIXQI13hr8gPjy5diKOJ4+FWcxPT0yi/H111Bis2Ywf/dumO9GNxS8CyCnbGTjXxAKFGBs5EiYVr06osDPP4dievdGFGNd+B3V3odTVr8S1uPAAf8ThHpDho4eDe1Urarlde0K89q0MacsdmfdOlgv6dPDfH6gOH58HJ1YZM8uf0YLFjRu+9Qp39+B+fON2yeY6n8yb16xgidONMW8rwlkRbH/4LDV4Hcze44bN7CV4cC/g3mO7duN296xQ267kfKvd5svvzR+EYJwAPv2+f4NMOC92hK8fSuWafVq+q0jNGiMmSCcBU0QugRqvDXy5IGdmh9+wFbkRWgoY7Vriz0vi76IdesGZX7xBczfvx/mx4uHoxMT3u1mw4bYisxBFutr0iSYVr48okA+MFDPnohirEvSpL5fbCNGxFZHOBVfg4+eY9AgfXaHD4d2atbU8vjB1ObNzSmL3ZHtBveGn8x1m+vEZMnkz2ju3MZtHz3q+zswZYpx+64nNJSxVq3Eyq1Xz7QRTf6dwkmDw1ZjzRp5PV+6hK0Mh/bt5fXx00/Gbcs88ioKY+WU7fIXPoJwKbwXBu/j+XNsdcZ49kwsk6z//uYNtlICCxpjJghnQROELoEab40CBWCnZsECbEVejB0r9rry52fs1StsZVI6dYJS27WD+QcPwnw3+qnn68h7wNrOyFz5zZoF04oXRxTYujUU060bohjrEi+e/4kaJ8XNJKzDhg3+n7u+ffXZHTRInAfw8CGX2G5l0SJYL3nzwvzffoP5MWLg6MQiWjT5M5o1q3Hb/nbS6t1FS3jBu3Dw3Lhnz0y7RKZMzh0cthoLF8rr+fRpbGU48I4yPIcZoTN8TcZ+opxQ/0ANMk4Q1mHVKt+/AQ8fYqszxr17Ypn4PiH91rkbGmMmCGdBE4QugRpvjaJFYadmzhxsRf/yyy+io/ePP2bs2jVsZT5p1w7K5WPW851IN7osbNMG1kGlStiKzGHYMFiuWrXEwZt8+RAFtm0LxXz1FaIY6xIliv+JGouuTSBszooV/p+7Hj302e3XD9pp3FjLGzIE5tWta05Z7A4/h1KkCMw/dgzmR4mCoxODly99P6O8K1Y98G7YvY+vvzZu39UcOaIGR/Ku1NixGTt71tTL+Nph6oTBYasxfbq8ni0Wnj1o1Kwpr49ly4zbXrZMbjupckf94/PPjV+EIBzAggW+fwPu3MFWZ4zr18UyyWIn02+de6ExZoJwFjRB6BKo8dYoWRJ2ambOxFbEGLt1i7HEiaGwCBEY27IFW5lfvvgCSu7eHeYHYmDx2TO1w20Xf/f8Ct/SpbEVmYNsIJ4f9Ddjh4VuOnSAYjp2RBRjTd698z9JoyhqSFSCMBt/AyqKIi42CSv+4uJaKkaqheAH3fnfqBMnYL6bXA/fvu37GU2Rwrj9rVt922/f3rh91/L334ylSSNW6sqVpl8qblznDg5bjVGj5PV88CC2MhzKlZPXx8KFxm372q0ZWXnLQj2dfoIgfC5cUBTGrl7FVmcM2WTg3bv0W0do0BgzQTgLmiB0CdR4a5QtCzs1U6ciC3rzRtzWqCjqFi2L06wZlMyveP/jD3MHFnftUjdVet5N7TBJWK8erAN+d4Zd6doVlqt1a8Y2boRpadIgCuzcGYpp2xZRjDWRxZbgjwcPsFUSToSPYcofvLvqsOIvLu748TCvcmVzymJ3ZO6ivTlzRrw/ISE4WoPNqVO+n9FEiYzb538zvY+mTY3bdyXv36uuGvgK5VewmUBoqOj4w/uwsAMQW9K3r7yed+/GVoZD4cLy+pg927jt2bN9P9ePlI8Yq1/f+EUIwgGMGeP7u3L+PLY6Y8jGcWTvjvRb515ojJkgnAVNELoEarw1+HGDCROQBfETGYrCWNWqthiBa9QIyu7fH+bLBteMTOpVqABtHTliTH8wqF4das6TB1uROfAePDt3FgOXJ06MKFA2g0kAZLEl+OP2bWyVhBPhJ+v4o1UrfXb9xcWdMgXmlS1rTlnszod2VspWkL99i6M12Ozd6/sZjRvXuP0ff/Rtv0YN4/ZdycCBYmWWLBmQh/bVK//t2IULpl/S1fDtu+fYuhVbGQ7Zs8vrY9o047anTfMz6aFkZqxOHeMXIQgHMGCA7+/KyZPY6oxx6BAsT8yY6rp2vpwXL2IrJbCgMWaCcBY0QegSqPHWqFoVdmpGj0YUs3ix2MtKl46xR48QRYWdunWh9MGDYf65c2Lx3r/Xf70MGaCt5csNyQ8K/KQmqttNE+Fdp/buzdivv8K0OHEQBfboAcW0bIkoxppcvfrhCUJaFUoEAj6GKX/o3T3Fx8Xt1EnL++Ybcc6AYGzQIFgv9erB/MuXxfvz8iWO1mCzbp3vZ9SMmMpLl/q2/+mnxu27jp9+EisyadKA+T978MB/O3bqVEAu61p4ryWeY8MGbGU4pE4tr4/x443b9reIZ59SXA2ASBCE4LnC+7DDQmZ/8HGSEyRQF3rz5Tx9GlspgQWNMROEs6AJQpdAjbdGrVqwUzN8OJKQU6fUpVj8iNPx40iCwk+NGlD+iBEw/+JFsRP55o3+6/EhZcyIsxFoSpUS53+dgGxy+PhxmBY5MqJAf8HICMYYY2fPfniCkFaFEoHAl6s4z9GggT67fFzcbt20vHnzYF7hwuaUxe706eN/cvbaNfH+PH+OozXY+IuVGSGCcTfn/uznz29GCVzEn38y9tFHsBIjRVK3gQaIDy2yOXYsYJd2Jfz7m+dYtQpbGQ6ekAv8wb+L6WHECN/P9RqlFmPVqhm/CEE4gDZtfH9X9u/HVmeMzZtheTyxl6NGpd86QoXGmAnCWdAEoUugxlujfn3YqRk0CEHEkyeMZcok9iQXLEAQo58qVaD8sWNh/p9/ikV88UL/9ZInh7a+/daY/mBQqBDUnCwZtiJz+OwzWK4xY+Q7Rt+9QxLYrx8U0qQJkhDrcvSoOKHL3z9aFUoEgi5d/A+s16qlz66/uLiLFsG8fPnMKYvd8Re3kTHGbt0S78/jxzhag83Eif6fU6NeK/3F+cqc2ZwyuIKXL1X/7XwlTpoU0MuePu3/+ThwIKCXdx3lysnreckSbGU4RIkir4+BA43blnnq9RyzlS/VF0CCIIRwK97HL79gqzPG2rWwPBkyqOmxY8P0gwdxdRJ40BgzQTgLmiB0CdR4azRuDDs1fNy8gBMaKl8G27ZtkIUYp3x5/2Mxsp0Hz57pv17ixNDWlCnG9AeD3Lmh5vjxsRWZw6efwnJNm2b+/TYEHxSiYUMkIdZl3z5YRfHiiQNONtrQTNgIfyuuFUVdgKAH/ve9Xz8tb9kymJczpzllsTsdOsB66dAB5t+9K96fBw9wtAYbf7GFFIWxf/4xZt9fnC+nLCYKOKGhqgtxvgIbNDC+xfMD8PGZ+GP37oBe3nUULCiv5+++w1YWfGRxwDxH797G7ffu7dv+CKU/YxUrGr8IQTiAatV8f1c2b8ZWZwxf/WZ+9/KePbg6CTxojJkgnAVNELoEarw1mjeHnRrvHQZBYcwYsQdZoABjr14FWYhx+Emi6dNh/s2bYlGN7DyIHx/aGjPGmH5vrlxhrH179Xl48sQ8u1myQM0xY5pnG5PChWG55s5l7N498X7fu4ckcPBgKIQPrEWwrVthFSVNKno9PnQIWyXhRJo0gc9ZtGjwc4UK+uzWqwfteHsI+PFHmEc7tFT8uWVlTB5n7a+/cLQGm44d/U8APXxozP6ECb5tx4plThkcj2wbZrZsQfGDu3On/+dj69aAS3AVWbPK63nWLGxlwefhQ9/PHd+G66FrV9/2uyhT1O2cBEEIYyHex7p12OqM8d134nAVY+oCJu/0bdtwdRJ40BgzQTgLmiB0CdR4a7Rubf6LVJjZuZOxiBGhgAQJ1K1XNqR4cVgU3uXnnTtiZ/nvv/VfL04caGvIEGP6Pbx/z1jKlJrdGjXMscsYY2nTQs0RIwZ8UXtQ+OQTWK4lS9Tdgvz9Rnu0hw2DQvT6LHQw69bBKkqfXgzhtG8ftkrCidSuDZ+zJEng59Kl9dn1F2N4wwaY55R4sEZp2hTWS9++MP/xY7Fdv3ULR2uw4Xekmj1ROnKkf/shIeaUw7H89psYDCl2bNXfeRBYv97//du4MSgyXAMfZsBz2MGbiNnIPHZ4Dn4XuB7at/dtv7GyRP+PNEE4DF87mxWFsRUrsNUZ45tvYHlKlFDT06SB6T/9hCqTQITGmAnCWdAEoUugxlujXTvYqencOUgXvnmTsUSJ4MUjRLD1EmM+vt68eTD//n2xs2xkR1n06P4HMvVy8iS0GzWqOXYZU3dl8XVgNG6RFciYEZZpzRo13iBf1rNnkQTyI6/VqyMJsS5Ll8IqypFDdOO7cye2SsKJVKoEn7PMmeHnokX12a1aFdoZPVrL27wZ5qVIYU5Z7E7durBeBg+G+c+fi+26Tdc0hRv+OTW7HviN7vzx9KkpxXAmDx4wljq1WGmrVgVNAv8byh8//hg0Ka6AXyToOfj4527AX/xLPo6sHlq18m2/vLJNmykgCJeTLZvv78oPP2CrM8akSbA8Hu8emTKJYwCEO6ExZoJwFjRB6BKo8dbo3Bl2atq1C8JF37xhrEgRsefovb3BhuTNC4uzaBHMl7nAuXNH//UiR4a2zNr9eeCAqPPdO3Ns825RFSUonq8CDr+Se8sWNZ2PYXfsGJJA3pWv3qBmDmb+fFhFBQvCnbSKYv/4GYQ1KVkSPmf8YhOPG6PwUrEitDNhgpbHuwNMnNicstgdPn7OqFEw/+VL8Tfs8mUcrcGGfy754+JFY/b79vVv3y07NcPN+/fqSCVfYT17BlXGnDn+79/SpUGV42hCQtQ1lbJ6HjYMW13w8Rf/smlT4/Z5N+DeR27ld/2reAjCYaRK5fu7wi+cthu+1trmyAHTly/H1UngQWPMBOEsaILQJVDjrdG9O+zUmLHS8oN06iT2GqtVs73/qJw5/Q+GPHkiFvvGDX3XCg0VbbVvb7wMjDH2yy+Bm8SLEUO0/eCBObYx4Sc+PQHK48aF6fv3IwnkgztVqoQkxLpMnw6rqFQp1c2od9r69dgqCSeSPz98zvix/ly59NktWxbamTpVy9u3D+Z99JE5ZbE7fN1PnAjz374Vf8MuXMDRGmz4nfL8ceqUMfs9evi3j7YD3+oMGCBWVqlS5q3sCiOTJ/u/fwsXBlWOo5G5sPccAwZgqws+27f7rg8zQm7zO8u9j+TKLXX1BEEQ0oXAnmPmTGx1xhg4EJanfn01PV8+mM4vECfcA40xE4SzoAlCl0CNt8bXX8NOTfPmAb7g4sVijzF9esYePQrwhQNPliywWLxnJ5lrsqtX9V1L5r6yZUvDRWCMMfbzz6JtI7ESPYSGiiEnFUX1Nmt3eHevnmaFjyW2fTuSQH7krnx5JCHWZdw4WEWVK3/4O00QZsC7ZKpfH37OmlWfXX5novfgDL/jIlYsc8pid0qVgvUyYwbMDwkRf8POnMHRGmwSJPA/AWR0h7xs7Zj3cfiwOeVwFBs3ihWVLJnxgJA6GD7c//2bPTvokhzL7du+6/nrr7HVBZ+1a33Xhxke9fmd5d5HFOUNC82X3/hFCMIB8J5zvI9Jk7DVGcPXmBnvFGvuXFydBB40xkwQzoImCF0CNd4a/fvDTk3jxgG82IkT4hay6NEZ+/33AF40ePC7jdatg/lmuiZ79Uq01aiR8TIwxtjq1aJtM1x7yXZeGKkDqyAbMD59Ws1Lmxamb9iAJHLaNCikTBkkIdZlyBBYRbVrM/bJJzCNXKQRgYBvJ9q0gZ/Tp9dnlx+0mDNHyzt+nBvkjGJOWexO4cIfHujhF7qcOBF8ncEmJES+wMf7OHDA2DW+/NK//R07zCmLY7h8Wd36611JkSOr24MR6NPH//2bPh1FliM5d853PXfpgq0u+Hz/ve/6qFjRuH2ZB1/v43FOikFIEG/e+P+ejBmDrdAYfFietm3VdH5hmd13ShL6oTFmgnAWNEHoEqjx1hg0CHZqzHDFIuXxY7l/Kgf5HOL97v/8M8yXdZz1uiaTuReqVct4GRhjbMmSwEziyXZQek+m2ZUXL8Qy/fmnmsfvDFqxAknkzJlQSMmSSEKsCz+42bSp6PrRQc0VYSESJ4bPWc+e8HOqVPrsFigA7Xz3nZZ36pTYboWGmlMeO5MnD6yT778Xz7FMbNkgInORzh+7dxu7RvPm/u2vXWtOWRzBixeM5c4tVtKUKWiS+MFT/vCOgUoY47fffNdzUGLJW4xvvvFdH6VLG7fPTwDwx8VMFNebIB498v89GToUW6Ex+MV7nsUY/AICu++UJPRDY8wE4SxogtAlUOOtwbsEMmuSCRASwljNmo5/i02WDBZv2zaYL9tppjemjqwTXrmy8TIwxtj8+YGZxHvwQP7CcPSocduYyMrl8e7FxyVAm2D69lsopFgxJCHW5auvYBW1acNY0aIwzXsHFkGYRezY8Dnjf5eTJNFnl58/+OEHLe/CBbHdevvWnPLYmbAs6uAdIbihG3nlivi8xIkDP2/dauwajRr5H1ykuD7/EhrKWIsWYgU1bIg6y9+ypf/7N2oUmjTHsXOn73o2K9yAneBdxHsfRYsat8/vLOePX9ME0v0OQdiDGzf8f0/698dWaIzPP4fl6dNHTa9aFabbfackoR8aYyYIZ0EThC6BGm+NMWNgp6Zq1QBcZPRosZdYsCBjr18H4GJ4JEwIi7hrl3gOXw2nTum71r17oq1PPzUk/z/4zWZmTeLduuXjxfpX47Yxkb0QPXmi5hUvDtNnzUISOXcuFFK4MJIQ6yJbGVq6NEzj45ERhFFksVmnT4ef48fXZzt7dmhn+XItTzbh888/5pTJznzIVThj4sSYUdeaduDYMVjmSJHMd6Fdp47/wUVqf/+FX/CjKOqX/flzVFl87FT+GDwYVZ6j8Bdzr0kTbHXBZ+BA3/WRL59x+/zOcv5Yl7yD8YsQhM05e9b/96RnT2yFxqhXT/6bVrs2TB82DFUmgQiNMROEs6AJQpdAjbfGhAmwU2NGrAbAjh3i6GeCBIxdv27yhfCJFw8Wc/9+8ZxIkeA5esMv3r4tdryLFDGm38PEiYGZxLt8Wf7CsHOncduYnD8vlsmzE6d8eZiO5nZkwQIopEABJCHWpUkTWEV9+oj3b/JkbJWE03j9Wmw/+HhKsWPrs505M7Tz449anmzBxuPH5pTJzqRIAetk82bxnPjx4Tl79wZfZ7DZsQOWOWFCxrJk8f186YFfhc8fo0ebUxZbc/gwY1Gjig3EuXPYyliVKv7vX79+2Aqdg7+Ye3XrYqsLPt27+66PHDmM2+d3lvPHnEQ23xpFECbgz/WxoqieWuwM30fx9EkaNoTpAwbg6iTwoDFmgnAWNEHoEqjx1pg6FXZqypY10fiNG+K2uggRRN+bDiFmTFjUQ4fEc/hxHb07865dEzveefIY0+9h5MjATOKdOSN/YeBjNdqN33+H5YkUScurXh3mjRyJJJIfTcqbF0mIdeFXgA4dythnn8G0sWOxVRJO4/FjsU1cvx5+jhpVn+106US7Hu7fF6977545ZbIzfJfll1/0nRMe5s1T4502bMjY3bvGbAWKlSthmTNnZixXLpi2ZImxa/BxfPjD7u7JDPPggRjsWjFhZtYkPhSnze67R6zEjBm+67laNWx1wefLL33XR8aMxu3zO8v5Y+RH44xfhCBszi+/+P+etG2LrdAY5crB8nhC/vLxk7/+GlcngQeNMROEs6AJQpdAjbcGH9i9ZEmTDL9+LQ/aMGKESRewHlGiwKIeOyaew8cuOnxY37Vku/GyZjWm34PMVY8Zk3i8izLPsWaNcduYHDgAy+O926dBA5j3v/8hiVyyBArJlQtJiHWpVAlW0bhxakxW77Thw7FVEk5Dtht8zx4xTU9oMX4uYdMmLU82MXnrlnnlsiu8+1DZ7vmkSeE527frvx4fC9KqoZlnz4Y6CxdWN6J7py1YYOwaH5pg6tzZlKLYk/fvxS3tisJYr17Yyv6Dj7kcPTrdv0Ahi9zgOSpUwFYXfPzFL02Vyrh9fmd5kvivwedusecavwhB2JwNG/z/hrdoga3QGHzYkG+/VdP5EBVdu+LqJPCgMWaCcBY0QegSqPHWmDMHdmrMCObOGGOsY0exZ1i9OmMhISZdwFqEhorFPXlSPC92bHiO3thF586J10ub1lgZPPTqJdpevdq4XX4izXMsXWrcNia867XEibW8li1hXo8eSCKXL4dCsmdHEmJd+MHpGTPECd6BA7FVEk7j0iWxTfzjDzHt3bvw2+Ynsrw37794IV7jyhXzymVX+F3+soU+KVPCc2RuSMPKokXQVpYs+m0FEn5CokoV34NleilSBNqLG9dZg4uG+N//xC9s6dL6GoYAwbs0Tp4cfrb77hEr0b+/70H4UqWw1QWfatV814d3n1wv/K7x/JmegM9No1tjFy9BYLJsmf8JwsaNsRUag18Es3Chms4PeXWgkKSuhcaYCcJZ0AShS6DGWyMgoclkwTEyZHB0gKN378Qiy0LCfPQRPGffPn3XO3VKvF7SpMbK4KFz58BM4vlyPfLdd8ZtY7JxIyxPmjRaXocOFnlpWLXKHqPQiPC7YebPZ+zzz2Fanz7YKlogvVcAACAASURBVAmnceIEfMYiRGDszz/FdvLFi/DbTpAA2ti1S8t7+1a8xvnzphXLloSEiHVy+rR4Xtq08JyNG/Vfc+5ccVLMivTuDXU2acJYmTIwbdo0Y9fImxfa49361aljTllsB+9zWFEYS5aMsb/+wlYG4HdZ5cwJP7t6gtdkZP10z1G4MLa64PPpp77rI1484/b5neU1i90HnytGNehnmiAcAN+f4Q+7/4Znzw7Ls2KFms7HQP3iC1ydBB40xkwQzoImCF0CNd4aixfDTk3u3AYNnjgh+tGMEUPdEuFgXr4UO8KXL4vn8QO2u3fru97x4+L1PvrIWBk88K4yzJrE27xZ/sIwa5Zx25isWAHLky2bltejB8xr2RJJ5Jo1UIgZQVkcRo4csIqWLWOsVSuYhrYDlHAshw7BZyxWLNXVJ99O6llfEy8etLF/v5Yn2/V+6pR55bIjr16JdXLpknhehgzwnHXr9F+Td/OuKPomgwMN3y/o3JmxypVh2vjxxq7Bt8GFCsHPbnSdyC5dEr/IkSPDL7NF4GXyu/LtvnvESrRo4XsQ3o0hpvPn910f0aMbt8/vLO9c+yb4nCfSCeMXIQibM3my/wnCqlWxFRqDX7Tkievdpw9M//xzXJ0EHjTGTBDOgiYIXQI13hq858EcOQwYe/xYHDlTFNWHlsN5+lQs9vXr4nmJE8NzduzQd73ffgvMSzBj4q4pRVEHMY2ydq38hWHyZOO2MVm4EJYnXz4tj/cK1rAhkkg+MES6dEhCrEu6dOKgf7t24qA4QZgJv7M6YULG7t0T28n798NvO2ZMaOPQIZgflri5buLJE7Heb9wQz8uSBZ7zowHvclOnite0oqvXunWhxoEDGatRA6aNHGnsGhkzQntVqsDPrtsZ9eKFGi+Yf0CmTsVWJhAaqs5besvkY/jaffeIlahd2/cgvBs9yPNtsvcRMaIx27LFNGPaXwGfU0SgAL4EMXy4/wnC8uWxFRojWTJYnq1b1fSBA2F6gwa4Ogk8aIyZIJwFTRC6BGq8NVavhp2azJl1GgoJUWMM8r3B9u1N1WtVHj4Ui37njnier85lePn1V3nnOzTUWDkYY6xePdHupEnG7fKT0Z5j9GjjtjGZNQuWp0QJLW/ECJhXowaSyJ9/hkJSp0YSYl1k8dq++gqmUQwlwmx++kn8aj5+LLaTt3SMP35oAjBWLP8TiG5DNjF77554Hr/Tbfly/decMEG85q+/6rcXKHh3opMnM1a/PkwbNMjYNVKnhvaaNXPxxEdoqFgBisJYo0bmdPRM5vVrUeoXX8DP1aphq3QO5cv7HoTPkAFbXfDh3dvyh5FQnbJne/Hgi+BzVOW1Fb+WBBFU+J10/GH3+Kjx48Py7N2rpvMTo7Vq4eok8KAxZoJwFjRB6BKo8dYwbWPRyJFiT7BQIfXNygXcvSsW/8ED8byUKeE5mzbpu96ePfLOtxnVXa2aaHfUKON2+Z12nmPIEOO2MZk4EZbH2w2av7ygsmULFJIiBZIQ6xI3LqyiffsY69kTpqG5iCUcy8qV8BnLmlXdOMS3k3p2lUWIAG2cPAnz+Zi4nsEOt3LjhljvT56I5/GbuhYv1n/NUaPEa65erd9eoMiTB2pcuJCxpk1hWt++xq6RJAm0x8f1SZXKnLLYApnv2ezZGXv+HFuZFNkiuV694OeKFbFVOgfe/a73kTIltrrgw/ff+OOff/TblnmI2T3rrJD29Kl55SEIO9KpE/xO8LvK7e4FgI+g4xlCHDcOplepgquTwIPGmAnCWdAEoUugxltj0yYTBmC2b1d9uHgbSphQ7pvLody8Kb5AymJGpUkDz9m4Ud/1duyQvwTLBjPDi2xl8uDBxu1++61cs9FBRWz87RLkx/i8dxcGle3boZAkSZCEWBfZbqt+/WBakybYKgmnIXNR/O6d2E5euBA+u+/fizbOnoXn8C6vd+40r1x25NIlsc5evRLPy5cPnmPEi/rQoeI1Z87Uby9Q8Lv7NmwQd4h1727sGvzqfH7dmVlxli3PoUPiD1KcOIydP4+tzCfXr4vPMT/5Xbo0tkrnkC2b78mwRImw1QWX0FDxFZQ/Hj7Ub//+fdHe5XUnxTRJ3HmCcBN8bFR+0U+ePNgK9SNzNexZdDdlCkwvVw5XK4EHjTEThLOgCUKXQI23Bj9vkDRpOA3cuKFOBnobiRhRNewirlwRO46yFat8iMZ16/Rdj98Q5jnu3jVWDsbUSSzebp8+xu3KYi0pCmPduhm3jUn//rA8jRppeQsWwLz8+ZFEygKdEf8hm5A5e1Z1meedVr8+tlLCafAuiosXlw9EnDoVPruvXok2Ll2C5/A72jdvNq9cduT0abHOQkLE8/jdO/Pn67/mgAHiNQcM0G8vUMSJAzXu28dYhw4wrVMnY9fgY2byi4oiRrSkd01zuX9f/GIqirFAl0Hg7FlRMt+2FS2KrdI5yB4RzxEvHra64CLbcc8fspAPYUW2APTRnpMshvICpB04YF6ZCMKO8CFK+IUM2bJhK9SPzNXwxYtqHr8YuGRJXK0EHjTGTBDOgiYIXQI13hq7dsFOTYIE4fjn16/lfm7M8EdpMy5cEKvhzRvxvMyZ4Tl6XYlt3Ch/Cb52zVg5GFMnsXi7Xbsatzt2rFxzhw7GbWPCu0Fr1UrL4+Muor0c8T5p48dHEmJNnj2Tf5f43aE1a2IrJZyGLzfEUaPCdD5+4Id4/lx8pq9eheekSwfzN2wwpUi25dgxWB9RosjPK1YMnjd7tv5rymL2tGmj314gePtW1HjmjNovMFM3745s1Srxui9emFMmS/L+vbr1gC/0119jK/sgv/0GJUePLt8dTZiDP5ea0aNjqwsustixH/rtCw+XL0vaocOnWGrlGkhbv960IhGELalcGX5PiheHn+0cH/XJE7EduHlTzZs/H6YXKoSrlcCDxpgJwlko2AKI4ECNt8b+/bBTE66Vp+3bi72lGjXkS+4djmzngWylO7+absUKfddbu1b+EmyGB6ocOUS77doZtztsmFyz94SaHWnXDpbHexcFH+MzbVokkb/+CoXEjYskxJrIYojeu0dxJYjAM3y4fBI6dmyYfvBg+Ow+eiQ+07duwXOyZIH5Ft+kFHAOHID1ETu2/LySJeF5RlyC9ugh3qeqVfXbCwQyF3t37jDWuzdMa9ZM/zVCQsRr8AvYFMUcLwmWhfdprSiMffqpusXd4sicFCxbBtNy5sRW6QxCQ8X4st5HhAgu2GnrxZ9/fniC0Mi70Zkzor33p86y/MoRkDZvjvvefQnCG94DUY0a8LOd46P+9ZfYDjx4oOb98ANMt7MrVcIYNMZMEM5CwRZABAdqvDUOH4admpgxw/iPixaJPaUMGeSB91zA77/DqogUSX5ezpzwvKVL9V1v5Ur5S/Aff+gvgwfeDaqiMNaypXG7vCtOz9G4sXHbmDRvDsvTq5eWZ5nQf4cOQSGxYiEJsSZXr4rP5fPnFFeCCDz8nICnPeTjse3dGz67sl0V9+7Bc8z6PXIKYfWoUKYMPG/aNP3X/Oor8T6huaL2wfnzosZXr0T3qA0b6r+GzCXuqVNiGu8m1zGsWycWNnly28yI8l4t0qRRPWR4p2XOjK3SGch2h/PH27fYKoPHH3/AskeMKE6gnjih3/7x45L3uwsXWGVlE0gfPeK9aWUiCDuSJw/8rrRqBT/bOT6qr/dExtTF3t7p2bOjSiUQoTFmgnAWNEHoEqjx1girSy3AH3+oPmy8/zFGDGNvYDZH5l5JRu7c8LwfftB3vaVL5YMChw7pL4OHFClEu95x9fTSs6dcc506xm1jUr8+LM+gQVoev0MXbePekSNhe0BdinSF+HuKK6GXxYsZ++QTdcelGW6PnQzvprF1azU9SRKYvmNH+Ozevi0+0w8fwnPy5YP5ixaZUya7wsf2TZ5cfl6FCvC8SZP0X1PmiCFFCv32AsHBg2J3jzFx92utWvqv8fSpWA/Xr4tuR8PratcWXLok+oyMHFnd+W8T+N2COXIw9tNP4qQhYZw7dz48QegZuHYDsn42/4p65Ih++3z7FzMmY+zyZdZcWQjSe3Sx/k5fgggkGTPC7wr/3m/n+KjnzontrGdzP+/VKWNGXK0EHjTGTBDOgiYIXQI13honT8JOTYQIH/iHR48YS59e7CXpnelyCLxrsjhx5OfxA7ILF+q7nmwDp6Iwtnu3/jJ4SJBAtGtk4M9Dp05yzZ99Ztw2JlWrwvKMHq3l6ZqADwT8EujIkZGEWJOjR2H1RI2qps+dC9OLFMHVaQdu3oSD+nZfABBo2raFz1jnzmp6qlQwfdOm8Nm9dk1sa589g+cULgzz5841p0x2Zf16WB/p08vPq1IFnjdunP5rfvGFeJ8iR7aWp/aff4b6PBOnfFxhI7/lMjemd++KO2nN6ONYihcv1NUUfOGNbEtFYN48KL9wYca2bYNpyZJhq3QGspjn/MEvBnEysoUd/Hz7/v367e/eDW3Fj88Yu3qV9VTGg/TPG7lo2yZBSEiaFH5XRo2Cn+28NtXfa/SmTTAvVSo8nQQuNMZMEM6CJghdAjXeGrIVUe99eUkJCWGsWjXxHzp2DKpmK7JnD6ySjz+Wn1ewIDxv/nx91+MDYnuOLVv0l8FDrFii3cqVjdtt00auuWxZ47YxKVsWlmfKFC3v7NlwfL8CyYkTUMQHVwK4i717YfV4VrnyE/H58uHqtAPLl8snEwg5n38O66t3bzWdX4ezfn347F6+LLY9r17Bc/hYet98Y06Z7ArvJipbNvl5fDdo1Cj912zWTP67eP++fptms3gx1OaJJWemC+Zbt8Q6ePSIsdSpYdrGjeaUyRKEhooNgKKofoZtFkSOfxbKlg17v5gIH7xDCNlx5w62yuCxahUse+bMqitD77SdO/Xb37oV2kqalDF24wYbo/QG6ZXK0QQh4W7ixIHfldmzxVdPm/20/Ye/GNU7dsA8tHAiBDo0xkwQzoImCF0CNd4aly6JL5avX/s4ecQI8eTChf38g3vgO4eJE8vPK1oUnjdnjr7rffutfFAgvIPIMiJFEu2WKWPcrmwcTFEYK17cuG1MihTxfU/9xSwIKqdPi0Ls+pYWAPgBIM9OB95tmmdgnPDN+PGwzuLHx1ZkberUgfU1ZIianjUrTF+1Knx2/blD8lCuHMz3XtzgRr7/HtZHnjzy82rVgucNH67/mo0ayX8XreSxfdo0qM3jatlMF8x//inWwYsXDo+TOXOmWOgcORj75x9sZeFm5EhYjBo1RNeM3gOqhH5++QXWK+9OU1HUvqdbWLAAlj1/fsZSpoRp4d2B740svia7fZvNV1qB9Hy5ycUo4V5CQ8XYn/zkvaLYNz4q3+56x1PkF5nSe497oTFmgnAWCrYAIjhQ460hc0MmncDYtk3s+SVMyNiNG0HXbEU2b4ZV4yuGUIkS8Dy9OzZmzJAPKq5Yob8MjKkDyDK7RYsas8uYGKvP+2XezviLK3n3rlhelJ0h589/eLbAxfDxIzyuBVevhumZM+PqtANduoiDl4RvKleG9eVxV5krF0xfsiR8dnn34Yoirgngrz1+vDllsiu8S+HCheXn1asHzxs8WP8169aV/y5u3arfptkMHQq11ayppvOeDAoV0n8NXxPa/KKqb781p0zoHDyo+hz3LlycOKr/SBvSrx8sSuPGFnKx7jDWrYP1yk+GKYra5XML06fDspcuzViGDDBt7Vr99n/8UdIPvHePbVCqgfRUKTDcgxCENXjxQmyHdu4U02y4/oUx5t+N6OHDMC9mTDydBC40xkwQzkLBFkAEB2q8NW7fFjtvjx5xJ12/LgamixhR3TZHMMYY27ABVk/atPLzSpeG502fru96kyfLBxUXLdJdBMaYGqNKZjdvXmN2GWOsenW57Rw5jNvGJFMmWJ7Vq7W8p0/F8l6/jiAyXFuF3cfSpbBqPDsF+ZXjvr7XhEbt2uKjZqV4alaD/02YMUNNz58fpoc3Xi0fL0U2OF+jBjxn5EjDxbE1/MKbUqXk5/G7/v73P/3X5O+BWb/lZtKtG9TWsqWa/sMPMN3Xjsuw8McfYheTMcYqVoTpjpjEvn9fPquzZg22Mt189RUsypdfkuOCQMF/73LlEtdvWmkHcqDh45xVrcpY9uwwbfly/faXLIG2PvmEMfb33+yQUgikR48eSs834Vru3RPbe/53XVHsGx+VXzCaKZOW9/vvMM87PiHhLmiMmSCchYItgAgO1HhryDp0YIfT69di4DxFYWz0aBS9R46oL3oobhr94K/j6I2/eHXhgXfj5zlmz9ZfBsbUey+z6ysWU3jgB/o8R8aMxm1j4s+V0du3YnnPnUMQeeWKKOTFCwQh1mTePFg1BQuq6Vu2wHRfO4MJjQIF6FELD77i0hp1R82vaI4RQzyH371mZCecE5g4EdZHhQry85o2hef17av/mlWqyH8Xx4zRb9NsmjeH2nr0UNNXrjSvn/Dbb9CWZ+cx/4wOGmS8PKi8eyd2BBVFCz5qU774AhanWzfGLl4Ui/nmDbZS+8O79i1RQnQz6qZX2/79YdkbNVIXNXqnGVlw8d130FaBAoyxx4/Zn0o64fl+9sy0YhGErZC5Cb95U0yza3xUfqFArlxa3pkzYjlpYaQ7oTFmgnAWCrYAIjhQ463x6JHYqbl92+uEdu3EE2rWRFkGvGiRtko2QwZrbYBavhxWUfbs8vMqVIDnTZyo73r8ilnPMXWq/jIwpnqMldlNl86YXcbU3Rgy2ylTGreNCb+5dvdumM/HdDx+HEHk9etixT99qtvcTz+p7veqVmXs8mUTdSIhc1HFmP+YE4ScJEnER+3BA2xV1iVHDlhXy5ap6b52FoaV/fvh/8eNK57TuDE8p39/w8WxNfzvarVq8vNatIDn9eql/5p8HEjvCRarwO/+98Rc5F0dZsig/xr79kFb8eKp6a1awfTu3Y2XB5W+fcWbXaaM7V1+N2gAizRggLzbQRMoxhkzBtZplSpq++6dtn8/tsrgwbs1b9PGf2zw8DJrFrRVrBhj7Nkz9kyJLTzff/5pWrEIwlacOAG/CxEiqIu5+e+IXeOj+nOpTk56CA80xkwQzkLBFkAEB2q8NWSdt2vX/s1cuFDMzJiRsSdPULQWLw6lrFqFIkMK7/Ind275eb7iTYWXYcPkg4pjx+ovA2PyFd+Kwljy5MbsMqZOKMlsJ0xo3DYmMWLA8hw+DPPjxIH5v/6KIPLWLbHiBV/CYePJE8aiRdPMVKxoslYExo6FVVO5sprOT7J4Bq0JOW/eyL/jFKrWN+nSwbpav15NL18epk+eHD67u3fD/0+QQDyH3xlmZKLLCQweDOujbl35ea1bw/OMTOb5WjjTqJF+m2bD971mzlTT+djLRhb78LGKPIsx+MH/1q2NlwcNfkbV07m6exdbmWGqVoXFGj2asb/+Eov799/YSu3P//4H67RBA/X74p22cye2yuAhW0RgdIGNN1OmQFtlyjDGXrxgoYrCoimvQN6hQ2aViiDsxYED8HsSJ47ci45Nw+z6dUEvW1xtYA0uYWNojJkgnIWCLYAIDtR4a7x6JXZqLl9mqkN13mdNjBiMnTyJpjVjRihn2DA0KQJSFzQSqlUTB1H0MHCgfFBx6FD9ZWBMvb0yux9/bMwuY+qkqcx2nDjGbWMRGiqWh/+KJE4M81FCd8pG6nRu69q1C5qJHNn2mx/YkCGwTHXqqOm82zuZm0ZCQ+bJ1s4DAsGA33G5fbua/tlnMD28iz+2b4f/nySJeE6bNvCcrl2Nl8fO8Ju7mjSRn9e2LTyvc2f91+RdyXoOzy5mK8DH81q6VE03c4f1pk3QlmeyUTYZYksuXhS3eUWJoo6qOgBZfO0PeighdMHHe2zTxr+re6dTvz4s+8CB5nlrYczHArLXrxlTFJZSuQHyNm40rVgEYSu2bYPfk6RJ1XdkPj4q4jCSISZMgOWoVEnLu3vXtFdswubQGDNBOAsFWwARHKjx1nj/XuzUnDv0hLH06cWMxYtRtaZIAeU0b44qBzBnDtRWtKj8vJo14XkjRui7Xr9+8kHFfv30l4ExcULEc8SMacwuY4xlzSq3HSWKcdtYvHwplod3uZkmDcxHGUB48EAUqnPXws8/i6YuXTJZb5Dp3RuWp2lTNf2PP2B6pEi4Oq3Onj3y7/jvv2Mrsy78nIFnh3GtWjDd49YxrPiacPGmQwd4TocOxstjZ7p3h/XRqpX8vI4dzas3WcxORWEsSxb9Ns0maVKobcsWNd3MHdb85rr06dV0mTtF2/HPP4x98ol4k6dPD7OJd+9QPPuHGf45XrBALTZfZLu6l7MSLVvCOu3eXXXv6522di22yuDBe2YZO1ZcjDlqlH77vMeWmjXZfy/PeZVjIM8TQ5gg3MaaNfB7kjGjms6vNT9yBFenXkaMkLQD/0KLYQgPNMZMEM5CwRZABAdqvDWkO6BKdhQTO3XClsrix4eSihXDVqQxcybU5u16wps6deB5Q4bou16vXvJBRaPxefbulduNGNGYXcYYS5tWbltR7BvM++HDD78U8BOjK1ciCDXx7eXHH0VTdl+tzq/I//JLNZ0Cz4ePxYvl32+HbJIJCJEjw7ryxCjlY3oNHBg+uxs2wP9Pm1Y8p2tXeE6bNsbLY2f4ib/27eXn8W4vPe2FHnztrJfFjMQgNBS6lFYUzY32kSMwPXp0/ddZsQLaypZNTf/mG5heooTxMgWV0FDGPv9cvMFNmoRpxu/9e8aaNVP/JWtW6+7GlvVzZO7lzp/HVmp/6taFdTp4sLjLd/lybJXBo0QJWPZvvpHXkV6ku5j/fXmupGwGeWPGmFUqgrAX338Pvyd58qjpTomPyrcDDRtqeS9eiL91V67gaSXwoDFmgnAWCrYAIjhQ4w2JEoUboFTywIQiRdTgUsjwg1RG3FmZDR+jomxZ+XkyVzh66NZNPqhodAcI7yLE+zDqRjJZMt+2X740ZhuLmzfFsjx+DM/JmxfmL1qEIPTpU1GozsBwfLxNRWFs6lST9QYZPqZYly5qOgWeDx+jR8u/326KhxQe/A2gN20K0/v2DZ/t1avh/2fKJJ7z9dfwHCvtyscgrLEFe/SA5/naaRgW+IF97+PFC/12zUI28OXZMX7iBEw3spDIVxxnPj1XLuNlCip84CJFYSxnTnV7XRjYuhX+6xdfBFivTlKlgjo3bXKWezkrwbvPnDBB7Gd+/z22yuCRJ49Y9iZNjP1+esMvyGzW7N+MiBHZ58r3IK9nT1OKRBC2w9diHj4+6i+/4OrUS8+esBwtW2p579757ssT7oLGmAnCWSjYAojgQI03JGZM2Kk5rBTUPiRKpM6CIBMSIh9Ae/IEW5nK+PFQl7dvem8aNYLn9e+v73qdO8vrw8hAJWOMrV/ve7Dy+XNjtvkdoN7Ho0fGbGNx8eKHJ5CKFYP5336LINREX1+8O11FMRaDywr4Gky6fl0s67NnuFqtDL8Dy3NQXB45T56IdeWZt2/VCqb36BE+28uXw//Pnl08p39/eE7jxsbLZGf4Sdk+feTn8ROr/w0Y64CPrex9WGEF+q1boq6//1bzzp8X8/QuJJo3D9opVEhN512PpktnTrmCwsGD4gq8uHHDtQ1w3Dj470WKBFCvAfj+3Z49ajq/sO/oUVydTqBIEVins2czVrgwTJs7F1tl8ODdq65ZI/5+GvGuIov5yBhjLEoU1l2ZCPLcvsiGcC/8b1Xlymo6Hx9182ZcnXrp1AmWw9vDBC2GITzQGDNBOAsFWwARHKjxhgjuH5R/ZzQiRrTM1g/Z/IaiMHbsGLYylVGjoK5q1eTnhXUA8kO0ayevD6MDvLybL+/DaMBtfiLa+7hzx5htLGQ7KHivYeXKwXMmT0YQ+uqVWOk6Awfyu2UVxfeEuF3g470NHaqm//WX78FxQqRGDfn3G8Wtrg24c8f388W38eGdhOfdvcp2Xg0ZAs+pW9d4mexMvXqwPgYNkp/HxwBu0kT/NfkYtd6HJx4lJidPirrev1fzrlwR8/TuevS1+2DnTpieMKE55Qo49+6JgbM9sxfhoG/fD3+PrQA/D+rpm/uKsUroh991vGyZGtbAO23GDGyVwSNJElj27dvVwXvvtI4d9dtv2xba+i/iRvTobJTSF+TZMkYqQZjA4MHwe1KvnprOT+CvW4cqUzdffAHLwXuYoMUwBGM0xkwQTkPBFkAEB2q8IQkShIJOzW7l3zdNCwVTuH9fPoC2YgW2MpWhQ6Gu2rXl57VoAc/r1Uvf9XhXaB+6blhZtMj3YKXRjaQRI/q2rXMzGzoHD8JyxIolnlOtGjxn1Kjg6zQzGJDMjWT69CbrDTKVKsHyjB+vpstiTNp1MjsY8G7OPMfChdjKrMmff/qeYOF3ibdrFz7bCxbA/8+fXzxn5Eh4TvXqhotka6pXh/UxcqT8vIED4XkNGui/ZvLkvn8XV6/Wb9cs9uyBmuLF0/Ju3xY16/UG4MtNOx/nMFo042UKOO/eqQXgK0fHirAvv4QmMmYMgF6DvHnju3uRMCFM37ULVaoj4N25/vST6HZ04kRslcEjVixY9oMHxfi6rVvrt8+/t/23mz9WLDZXaf3B31mCcAO8C84WLdT0bNlgul0XDPKeZvr1g/m0GIZgjMaYCcJpKNgCiOBAjTckaYwnoFOzXSmnbqnht0IhInP1pyiMjRiBrUxlwICwDRj+n73zjpKieOJ473HknJMEDzgyghwIAiKgIIhEBQEByUERQUkqgkTJOYsgCkcQSZIkSkYJKgISJaio+AMFQdJd/f5Ydm+qumd2wu7M7F5/3pv3YLqmu2Zud3amu+pbNALNrOxNu3bi62E1enXOHPXJSpMJZwAg1udXbidPWvPbKbZvx+chym6gdSffe89+P4UavcePm+rq/ff5rqKiXFGm1DRq0fc3bvDnevGis766GToZ7NtmzXLa69uazAAAIABJREFUM3dy7Bh/rRISvG1W69zNm4ePF0kTUmlsnyRUcqVuXXw9xo8X29GAoGbNzI9J6/MotxkzzPcbLFatwj4VLpzUdvUq7/Pvv5sbZ8wY8bOMSMbU9b81NO2PMYBatUzprzZvjrvJly8E/lrk2jX+dH/5xdtGkyg3bXLW10ggSxZ8TXftckkgmgOIHm2PHQPo3x/vsyIDTUtD+BcGMmeGNewF1FawYFBOSyIJO6jqhS/TltYI/fRTZ/00S7Nm+Dx8SjM+ZDCMBEDOMUskkQZz2gGJPcibt4IFC+ARdgk91GzM19E9xf0ecvKkeAJNWSTaSQYMwH61aSO2o9HgvXqZG49GsinnoKwwZYr6ZOWPP5rv9+ZN9X4ZAzh61JrfTvHll/g8RJMDdDH3rbfs9xMAglYg4e23xX/DcC7IHheHz+Xjj73779zhz9PKQnkkc/u2+vd74kSnvXMnBw/i65Q2bVIbXWNQ+01RQ02yUYla1lZypWZNfD2mTRPbjRiB7Ro1Mj8mnexXbo4EkxA+/hj79PjjSW3BDKAYPhz307ixd78oS9HVMs90RZUx7yrZH3+Y6q5WLdxVlixB9jcIXL7Mn/L16962Rx/F+9euddbXcCcxkVfjOHqUX0geMsRpT+1BdA+6cEF/0KYemjbFfQ0d+rAhWzbYx6qo/oZLJMkJtRIqtD7qRx8566dZ6tfH5zFmDG6nahCbNzvjp8RZ5ByzRBJZMKcdkNiDvHk/5OhRgDRp4FF2Dr/AT/3Zac84jhwRT6CJJj2dgEprqC1cBqsuBs1K821Vq5o/BwA+il+5WdHT/+sv9X4ZAzhwwJrfTrFiBT6P4sV5m2DWQrFEdDQ/q2QCWqjdt61bF2R/baR0aXwu8fHe/UFMvIx4Tp9W/367JdPbbezYga9T9uxJbVZlLGmwhyh4hC4i1qhh6XTCnipV8PWYO1ds9+GH2O75582PSeXxlFvnzub7DRbjx2Of6tRJagtmAIXahL5oAcC1kuSnT/M6YylTAuzbZ7rLcuVwd6lSBdHfICEK4Lt3z9tWvDjev2KFs76GO7du8df63Dlv/XHlPip/F6mo1fFVCzgwQ4MGuK/Rox825MwJZ1gRbvx//w3KqUkkYUXjxvh7MHy4dz9VaHGDMoIZaLDOlCm4XQbDSADkHLNEEmkwpx2Q2IO8eYNXE+jh00ws+wk91Lih7g1lzx7xBFqePE575uWNN7BfXbqI7ejiitG6Uj5oRKtvq1DB/DkA8NJpym3PHvP9/vKLer+MAezcac1vp6A1G0XXv08fbGNUKjBoBKmCOpXJ9W3hnCVGX+zWrElqC9K6asSzbZv69/vdd532zp1s2ICvU4ECSW10grNJE2N9T5iAj69bl7f56CNs88QT1s4n3KE1ND/5RGxHF83q1TM/ZsqU6t8bKwuPweLdd7FPL72U1JaYyPtsVmmASgK+8op3f0JC0JLfQ8u//wKUKcNfEJ9etUkeeYTv0oRSaUg5dAj7p6wTSRc4Fy92zs9I4MoV/vPw55/eoETlPn+dvAjn1Cn+ety5AzB2LN5nRT67Th2VZ908eeBvlokb37UBDBJJCKHfk0mTvPufeUa8P9yoWhWfBw0go8Ewn3/ujJ8SZ5FzzBJJZMGcdkBiD8n+5p2QgEIiS7Ef0UPNsmVOO8jz1Vfqk2g3bjjtHUCPHtinHj3EdnQh0WyGAK034ttKljR/DgDeqGO167x1q/l+z55V75ex8K1LM3s2Po8nn+Rt3nkH27z8sv1+AgBAunTYEZNpmzRSPdBnPhzIkwefy1dfJbXRy3bwoHN+uhm6WJ4cJyuN8vnn+DrFxia10WzuBg2M9U2z3ETH07+ZUj4yOVKqFL4eS5eK7ag0qzKrzgiiBTblVrGi+XMJFvTZpmtX3E4XOA8fNjdO7964n06dktoyZsRtVoKVQkJiIq+vxph3n8Va3mnTuvOZV8nOndi/bNmS2qh894IFjrkZEYgy9f/7T73+V6Rz+DA+75Qpvfv1ZNDrpXp13Jc/Ayp/fkhkDFKyu/IZUZLsoVKi8+Z59z//PN7/4YfO+mkWWktx0SLcXrYsbl+yxBk/Jc5i5xzzhQsXoG/fvlC8eHFIly4dZM2aFeLi4mDs2LFw69atoI2zYcMGaNKkCeTPnx9SpUoF+fPnhyZNmsCGDRt093H//n2YNWsWVK9eHXLkyAFp0qSBmJgY6Nq1K/xoILLw6tWrMHjwYChbtixkzJgRMmbMCGXLloXBgwfDXwbqDxw7dgy6du0KMTExkCZNGsiRIwdUr14dZs2aBfcDROHdunULVq5cCd27d4e4uDjIkiULREdHQ7Zs2aBKlSowZMgQuHLlSkAfatas6f+sBNokziGvfjIh2S8QDhuGnmIeY0fRQ81nn5nvOjHRu2hSu7ZXf/6//4Lj8po16pNobsjo6dwZ+/TGG2K7vn2xndlssueeE1+LRx81fw4AAG++qX6d16833+/x49oTocqMrXBi0iR8Hs88w9sEU+rIEnSWde9eU91QGRmtcw8XqCqccgI6c2aXT067BFqXTbl17+60d+5k0SJ8ncqXT2qbOBG3Pfussb713Hfi47FNmTLWzifcKVIEX49Vq8R206Zhu6efNjfe/fvav4v585s/l2Dx8svYp4EDcXuGDLh9/35z42gFWdHaPhs3mj+fkDB9Ov/HK1PGstagWl3X338Pkt9BYv167J+yFnO1arht9mzn/IwEaLZmypTe965gBR+GG19/jc87a1bvfj3Be3qpVAn35a+hVrAgAGOQn11G7V9+afm0JJKwgybQ+0o1NGuG93/wgbN+mqVECXwey5fj9ooVcfvChc74KXEWu+aY165dC5kyZQK1BaXY2Fg4Y1bz/yEJCQnQqVMn1TEYY9C5c2dISEjQ7Ofq1atQqVIl1T5Sp04N83wRBRocOHAA8uTJo9pP3rx54aCOCJ25c+dCqlSpVPupXLkyXL16VXjs999/DxkyZNC8JowxyJQpEyxVizJ9iFwgDA/k1U8mJPsFwqFD0VNMXPQR9FBjJcJ31y78gDRhQnBcphOZys0NNU3at8c+vfWW2K5fP2zXrp258aiUh2/Lm9f0KQAAXy9PuVmRnqVRvnRzY9aqHkaOxOfxwgu8DZWjE0n92UKWLNiRXbtMdVO3rvhvWKhQcN21E60smJw5cdv27c756WZoBoNya9/eae/cidYkJl1zqFnTWN9DhuDjX3yRt9HKYEyOUDlHteDYWbOwndlayGoLQL4tOtor+OAk9ephn8aMwe3Zs+N2s3LhVLr6zTeT2qh0F52Yc5R9+/gfkEyZvKleFvn1V/Hn4vz5IPgdRJYtw/4plSxo3aapU53zMxKgdWt92Zr03aJtW0fdtI0vv8Tn7VucXrAA77eSjU1lcj/99GHDQ2368ix479ASSbhSuDD+nvhq8FHVmXfecdZPs9DzW7cOtz/5JG6fM8cZPyXOYscc85EjRyBt2rTAGIMMGTLAyJEjYd++fbBt2zbo0qWLf/zY2Fi4YUFyYuDAgf6+KlSoAPHx8fDNN99AfHw8VKhQwd82SKPo8YMHD6B69ep+22bNmsHGjRvh4MGDMHXqVMiVKxcwxiAqKkozI/HSpUuQM2dOYIxBdHQ09O/fH3bt2gW7du2C/v37Q3R0NDDGIFeuXHD58mXVftavXw9RUVHAGIPcuXPD1KlT4eDBg7Bx40Zo1qyZ38/q1avDgwcPuON3797tt6lWrRqMHj0atmzZAkeOHIHNmzdDt27d/P2nSJFC85x8C4RxcXFw7NgxzU3iHMxpByT2kOwXCAG8Ib9ZsgBERUGVUn+jhxodQRyq0CwS0YKJGebPV59E8xeMd5DWrbFPNMrex8CB2K51a3Pj1awpvha+6Fmz0Domys1K7Zh9+7QnQtVqPbmd997D59GiBW8zYwa2qVHDfj8BACBHDuzIjh2muqlRQ/w39HiClzFsJ6IsnpMnk9rz58dt4SqHG2oUqtXcpqxbJkmCZgkqs3DnzsVtVasa61uPtPHatdjGagZ6uEODAbZtE9vNm4ftqlQxN94//2j/LjLmrS/mJDR7hj4f5s2L25XyzEZ45RXcT//+6j7Mn2/+fILKH3/wPxCMqaeeGuSHH8SfCbN1HkMFfT6vVCmpjapdjBvnnJ+RAL1nFy7s3U+fRVu2dNZPu1i6FJ93qVLe/UuW4P1WsuNVAxSKFQNgDJ5lm1H72LGWT0siCTvoK6YvmJIGUL/9tqNumoaWotiyBbc//TRunzbNGT8lzmLHHHONGjXAt1C2b98+rn3s2LF+H4YMGWJqjFOnTvkX3eLi4uD27duo/datWxAXF+f3Qy1bcf78+X5fevbsybWfOXPGnwlZtGhRVXnPtm3b+vtZLogSXLZsmb+9vUpU8r179yAmJgZ8GX5nz57lbHr27OnvZ4Eg2mfv3r3QokULOH78uHAMAIDVq1eDx+MBxhgUKVIEElVKDfgWCGsajQCW2Apz2gGJPcgFwoecPw+waBE34T9zpvku6Utq7drBcVWk4OTbOnYMzhhWeOkl7NPgwWK7d98Nzks8jVTzbWnTmj8HAF5OLFiTctu3a0+C0mLf4QKVjH31Vd7m44+xTVyc/X4CAEDu3NgRk0UlaU0h5abxvORabtzgz+PChaT2h0Hi/s0XFSvB0Pobyq1hQ6e9cyc0A7lRo6Q2qxkQejJKNm7ENm6QtHQSKjWspsIcrHv6X39p/y4yBvD99+bPJxgULYr9+fxz3B4oql4vWs9QtWvjtkmTzJ9P0Lh/n0+PY0w9OswEtLafb3NbjbOpU7F/SsndRo1w28iRzvkZCXz2Gb6eZct695PKEdCkibN+2gUN1qhc2bt/5Uq8v1gx82PQe5y/JMJDzcHW7DPU3q+f5dOSSMKONGnw98Q3vda1K97fq5ezfpqFlpvYvRu3U3WdYCloScKLUM8xHzx40N9/t27dhDYJCQlQsmRJYIxBlixZ4N69e4bH6dGjh3+c/Sq1A/bv3w9ai38A4PcjW7ZsqnURR48eDVqLf1euXPFn5dWrV0/V53r16oEvG1FUA1C5iDhaJbvk1q1bkDVrVmCMQSlfxJEJmjdv7h/rsEpxdrlAGB4wpx2Q2INcIMTQOY4pU8z3RSclzUbWU8aOVZ9Ae+qp4IxhhSZNsE/Dhont3n8f24lk3/RQubL4Wng83nokwToP5TZjhvl+6UQ03cJVdkqrbpIPKo9r4XnDGrSQ0+bNpropVUr977h6dZB9toHff+fPQ5m1Q6PH6QS5xAtVsFVudeo47Z070QoYWbwYt5UrZ6zvPn3w8aJ6t9u2YZtcuaydT7iTKhW+HocOie1o7cgKFcyNd+UK/12Jjg7KbTpoZMuG/aESy7GxuN2sFDmtbTt8uHqb2vOVrQwYwP/xatf2LhwGiS++EN9PTSb/h4xRo7B/yoCQF1/Ebe+/75yfkQCVN/bJUo8Zg/fXr++sn3ZB64D7njXWrcP7rUjg0yxpv4pE6dIAjEFvNgm1S0l1SXJDpMRy4oS3rVcvvL9rV2d9NUvq1NrPhy+8gNtHjXLGT4mzhHqOedCgQf7+Dxw4oGqnXHTbbPBFIjExEfLlyweMMShRooSmbfHixYExBvnz5+cy5U6dOuX3oXv37qp9XLlyxW/XqlUrrn3OnDn+dq26fvHx8X67OQKN31atWvnbRQuIPrp16+a3O3XqlKqdFtOnTwetRU8AuUAYLjCnHQhX+vfv7/8SMMZgh4631w0bNkCTJk0gf/78kCpVKsifPz80adJEU6s3WMgFQkwwo57eeMPapKYapGwi2vLlC84YVnj+eeyTmuzpBx9gu6ZNzY1XoYL69bh71/x5UDko5TZxovl+V61S75ex8JXk0VN7cvVqbOOYjF+BAtiR9etNdUMz6pRbOMqH/fwzfx43bya1lymD2+LjHXPVtdy8qf39NiqPmVzQWsRbsQK3BXhH43j99cCTMrt3Y5ssWaydTziTmMh/btXKPlD5Ol8Wj1EuXuTHpNkqTspvJyQAREVhf44exTY0c3jJEnNj0WcP5TMBlR91PENHtHKXP79XcjSI0Owoiz/dIYMGOijljNu0wW1BTLBMltCFwOee8+6fPBnvD5Z6i9sZPhyfd+PG3v1ffYX358ljfgwaJOGf4nhYnHAkG4TaGzSwelYSSXjx99/879SlS962t97C+8NxAV30fEilvps3x+1Dhzrjq8RZQj3H7JMXTZ8+vaocJwDAvn37/H68bzAy69y5c/5j1bIUfXTt2tVve54UyFbKi8YHmDyJjY0FxhgU9BUSVqCUF9Va2Pvtt9/8du3atePaCxQoAIwxKF68uKYvS5Ys8ffz8ccfa9qqMWHCBH8fK1UiJ+UCYXjAnHYgHDl69Khfo1jPAmFCQgJ06tQJ2dOtc+fOkJCQEDKf5QIhhi5uffih+b66d8d9FS0aHB9FwdrK7d9/gzOOWerVw/6MHy+205KUM4KWnN8//5g/D6qhr9ysRMPROiF0U2YLhBMtWuDzeO893iaYExWWUKsgbxBah0G5hWNk6PHj/Hko61I//rh7JuzdysmT2t/v8uWd9tCddOuGr9NrryW10cCCmJjg9e3jwAFskz69tfMJZ+7c4T+3p0+LbZcvx3YlS5ob8+xZfkwq+W7lecwq16/z/l28iG0qVsTtCxeaG4vKiE6enNRGM/U1ApFDz6lTABkzYodSpgRQkWCyAl0M8m0rVgR9KEv07o3969Qpqa1DB9zWt69zfkYCtIyDr74vzSysVs1ZP+2if3983m3aePd//TXeb6U+e/r0uC9/yaeHkZpzWWfUrqzBKZEkB379lf+dunbN20brYQsShFzP7dv8+dHyZa1a4fZ33nHGV4mzhHqOOUeOHMAYg8cee0zT7tq1a34/XvI9KOhk3bp1/mMnBdD0nzhxot92PYlee+utt/xtR2l0IaFRo0bAGAOPxwP/kkndihUrAmMMMmfOHNB3Xz3DSuSH+ObNm35fGvsiiVQ4cuSI37afyYhE3/kwxuCEL52a4FsgzJ07N1SuXBkyZ84MqVOnhvz580OjRo3gk08+MSUPKwkuzGkHwo2EhASoVKkSMMYgV65c/i+C1gLhwIED/XYVKlSA+Ph4+OabbyA+Ph4qVKjgbxs0aFDI/JYLhBgtaSej0MmAvHmD4yOVqKCb03V6tCa3lHz4IbZ7/nlz4z0sfSHcrASxV6mi3q8VaaiFC7X/fu++a75vJ9EjKUKzdHQ834SGIkWwI6tWmeqG1mFQbrVqBdlnGzh0CJ9DqlS4nX4n5s1zxk83QxfB6RYb67SH7qRtW3ydlO8hGzbgtgIFjPXdqRM+vndv3ubIEX6dI7nyzz/855YuhvkIVn0r0cI6zbh6803z52SV8+d5/27cwDa0HrJA1UcX1arhfmbNSmqjAWKtW5s/J0v8+y+fUs6YNf11DdQC49wWpNK5s/q9hgYNigIVJPpRW4yldVGTyyJVz574vH3BAzT4JV0682NQ2Wd/OaGHBblXscaovXBhy6clkYQVp07xv1M+NSOqnNSsmbO+muHaNf78fv0V2+hRFJJEPso55nXr1sHly5c1NyP8999//r6f1zGBmD59emCMQRWD9Z5mzZrlH2dFgIi0FStW+G1nz56N2lq2bOlvu3r1qmY/r732mt/2p59+Qm25c+cGxhiULl06oO+lS5cGxhjkIdH4J0+e9Pf/WoAH0atXr/ptX1ZKYujku+++gxQpUgBjDMpqSMz4Fgi1tlKlSqkuMErsgTntQLgxadIk8OkTKzWR1RYIT5065c82jIuLg9u3b6P2W7duQVxcHDDGIDo6Gs6cORMSv+UCIYbWCBkyxHxfdHIrWIshdLKTbmbr3gQLGvWvNl80bhy206i1q0nRourXQm1SUw+PPabeb//+5vudM0f77xeuD9J16uDzEAVaBVqAso0gFdNLmVL97/jII0H22QZ27cLnQGUWn3rKlrngsGb+fO3vt9HFreSCVn2urVtxW+7cxvpu1w4f//bbvM2xY/zfykoN23Dmzz/5a/H772LbNWuwndHsTh8//CD+nVX+38S7adCgv13R0fzng6oOTJtmbqxKlXA/8+cntY0YgdteeMH8OZkmMdG7Mkn/YK+8ErIvDV14823KxVM38PLL2D9l5gQtO9Cli3N+RgI0CNMXQPDZZ3h/sMo7uB2137mjR/H+FCnM9Z+QwH///NKCD6PH9rAnUXtyzsSXJE8OH8bfEWWwWbACo53kt9/4+8D//odtunbF7b16OeOrxFmUc8x6NiP8+eef/uNaKovWq+BL3ilTpoyhccaOHesfZ+PGjZq2GzZs8NuOJ/JpDRo08Lf9999/mv0oy5UdIgU+06VLB4wxeOKJJwL6XrlyZWCMQYYMGdB+5d9lwIABmn3cvn3bb9tQWVRbB3fu3PGvZTDGYK2GWletWrWgTp06MGHCBNi6dSscPXoUdu3aBZMnT4aSJUv6+8idOzdctDK5K7GEsW9pMufixYuQIUMGYIzBzp07YciQIf4PstoCYY8ePfw2+1XkePbv3++36dmzZ0h8lwuEmGDKItAJz2BlJIjmZZTbmDHBGccsNMto7lyx3cSJ2O6ZZ8yNV6iQ+rUwWU8XAPg1JOUmykDRy5Qp2n+/118337eT0OwJEjwFAIElLG2jVCnsxLJlhrt48ED778gYwK1bIfA9hGzejP2nWc/PPIPbA6htJEtojVgqyZUjh9MeupMGDfB1UspJ0oVroxJp9DdTJMogivpOrmomly/z1+L6dbHt+vXYTlAyQxeiSbVJk/A+J0tTbNmCfcmZk7fRK68eCBqc9NlnSW30+eHpp82NYYmpU/kPSLlyIf3Ba9ZM/BtrpU54KGjYEPunVFJ4+23cJigLIzEAfccaPNi7n9asDVBiJ2Jo2hSft6/u14kTwXnuFkkL+mOXH6Y9n2LFwv45WCKxgpakL533ePZZ5/w0y7lzgd91ad3vAKXbJBFKKBcIL1265D+ubdu2Ae19NfeKFCliaJxhw4b5x9m2bZum7bZt2/y2w4kEXe3atf1tgUqHDR482G+7e/du1BYVFQWMMahRo0ZA3301GlOQqKBdu3b5+x/se3BSISEhwW9bp06dgGMq6dy5s//Y9gEKrl5Xe8kEgHv37kH79u39fTVt2tSQH5LgYexbmsxp2LAh+vAHWiBMTEyEfPnygS/jUIvixYsDYwzy588PiSGIzJULhBgqc2YlU4xKLgZrwrFJE+1FCaejkmkdngULxHZ0osusJGP+/OrXworcqtbCo5WH3bFjtf9+nTub79tJypfH57FoEW8jkmlzpGYmLVy5ZInhLm7e1P47MubNigknVq3C/tPn6Pr1cfvYsc746WZohvfD0jz+zYq8VyRDs6+mTk1q278ft5FgyIC89JJ4IlmJa+5NLkBUD5CIXPihQQX58pkbU1QDMj7ePRP9y5YF9kWPzLYeqGz68uVJbVQ+sWJFc2OYZu9eXmcwc2bFSkFoqFlT/BvrtprNtWph/6ZMSWp7913c5mRGbCRQty6+nuPGefevXYv3JxeZy2efxeftWzzXM6GvB1Ed1kuXHjY+lJe4zjJzNhcuBO0UJRLXQ4OmlKohM2bgtqeecs5Ps4gCfel6R9++uL1DB2d8lThLKCVGZQahuzMIR40a5T+uUqVKXC1Fo9y/f9+/JsIYg19++cVSfxJzMKcdCBeWLVsGjDHIli2bX1M40ALhuXPn/O3dAqw0dO3a1W97/vz5oPsvFwgxHTvih5o+fcz3RaPJGfPW9rEKfSnOmRP/35GIcgXlymF/lNHvSqZPD86Dcq5c6gs0Bw+aP4/cudX7DRAIo8mwYer9MuZV6QpHaMalSKr9yhX+fANIsYcGPauZARDJ8KVOjf/vtNyvUZYswf7T52hao3XECGf8dDP0vk8l5zye5CtdqUXlyvg6ffRRUhvNLjMqTUyDaoYN421++YX/PmsENEY0eiaAfFiVf/UhkjfeuRPvy5TJ/DlZZfZs7IuojEmwJOpjYnA/q1cntX3+OW4zW/PRFL//7l0Bph+ONWtCPjSN6fFtISzRbgoteVhaf0oGQVujalV8PX2qFYGUECIVej18NVBFv23Xrhnv//ff+X78dd4frownMgYp2V1k8+23QTtFicT10GCikiWT2j76CLfpmON3HXqexwcNwjaO1UqWOEoo55hlDUL31iCcPXu2/5gSJUoEPF+9KBdrFy9eHJQ+JcZgTjsQDly/fh3y5MkDjDGYN2+ef3+gBcJ169b52ycF0GibOHGi33b9+vXBPgW5QEjo1g0/1FiRe6QZEYx5F0isQmv80dpvTtc+K1kS+6Om3kgn3KpVMzdetmziiSPGvFIfZsmcWb1fHcFKqtAocrq99JL5vp2kQAF8HqLb1d9/8+frj0C2E71prhpcuMCfy+OP4/8rZRLDAfryWrkybqeZWMo6cRIvVL32/ff5z8mdO0576T7KlMHXSJnUa7U+IJX9Gz2at/njD43Jz2TGkSP4OkRHq9vSRbzs2c2NuW0b7idnToCffuL/Jk7J1Y0ahf2oX5+3oVK2AweaG4uqIiiDluniB3nvDx3374sfaq3o8BtATSnCitx7KKD3/6VLk9oiof6Um1D7zaD3pGzZnPXTLtSuh5GaslpcvMj38/ffDxsV+vN52a/IZsOGoJ2iROJ6aJZ/pUpJbZ9+itvKl3fOT7Ps2YPPQRS4NWQItnnxRdvdlLiAUM8xZ8+eHRhj8Nhjj2naXbt2ze/HSwYn2YI1Z//WW2/5244eParZT6NGjYAxBh6Ph8u8q1ixIjDGIHPmzAF9z5QpE/gy+JTcuHHD70vjxo01+zhy5Ijftl+/fgHHXLJkiV8GtVChQoYzQ7X48ssv/b6MlRJWjsCcdiAc6NKlCzDGoFq1akj+M9ACYbCiEfQQKJ1beeOTC4QAr72GH2q6dzdYJnsnAAAgAElEQVTfF63JxphX6sUqdG2jTx9+HDU5MDsoWhT78sUXYrt587CdwaAePxkziieOGPNOppmFZoMptwC/p5q89ZZ6v4x5ZcrCkRw58Hls387b3L3Lny8JjrIHrXQlnZw8yZ/Lq6/i/3fqFALfQ8i0adh/WvOrTZvgTIBHMvR+9Nln/OfETPR+pFOkCL5Gq1YltYkWiu7f1983zer0SdEpEcmnJVcFEyrpmj69ui2dLNLxzipk0ybcT758XsUF+jcJgZCGLvr1w360acPbdOiAbfr2NTcWVYVQlj3Zt0//3yao0AvAmHdRwKYiwmnSiJ+XnJbUpxQsiP378suktkioP+Um6LVet86736okdbhSuDA+77VrvftF99GLF433f/o0349fKU3xI1uOfYdsPvkkaKcokbgeWqJXqepEswtLlXLOT7PoUY0YORLbNGpkv58S5wn1AqGvxl769OnhvsZL4b59+/x+vG8wsjlYqn/z58/3t8XHx2v2ExsbC4wxKCgo6t62bVt/P1c0sk5+++03v107QcFrX03G4gFqNyxZssTfz8cff6xpu2bNGoiOjgbGGOTNmxfOnj2raW+U9evXg1wgdBbmtANuZ9euXeDxeCA6OhqOHTuG2gItEAZLz1gPvmP1bHKBEODNN4M3wU8X8hgLTk0yGqFMo9UYA/jxR+vjmIW+pPpe2inU77g4c+OlTSueOGLMvPJVYqJ6n4wBPPecuX4B+OLddAvXSaP06fF5HDjA2yQmAkRFYbsAgVShga7e+7SYDCDKshkzBu8Lt/oS1H+aJROsCfBIRZQh+803/L5ff3XaU/eRNy++RsrgDlF9QCOZZLVr42MnT+Ztbt3ix3BqMcppjGTgiGoHmmHdOtxPoULe3wv6+753r7n+rUJri4rUJbp3xzYBlHtUyZQJ97NnT1KbKJs25Gt0K1fygxYo4E1NsoHbt9Wfl9wmXZY9O/Zv586ktkioP+UmsmYVX2sqgZcypbN+2oVakN6dO/z35vRp4/2L7j1+6ennn/fvrMO2IBtRQI5EEqlQtQFl2a7Vq3EbrfMeDnz5Jf+sRhk/HtvUq2e7mxIXEOoFwkGDBvn7PyCadHrI6NGj/XabDWYOJCYmQr58+cAnl6lFiRIlgDEG+fPnR4lDAACnTp3y+9BdI/vkypUrfrtWrVpx7XPmzPG3L1VKVBDi4+P9dnMEc1ytWrXyt2stNHbr1s1vd+rUKVW7rVu3QurUqYExBtmzZ4cfQzARPW7cOL8vn6nVr5KEFOa0A27m7t27/puAKN020ALhsGHD/O3blKHBArZt2+a3HT58uGFf5QKhMWiQtCDoQjdU7oWpLJoYRbQARydXldkXdkOloDZtEtt98gm2q1DB3HjR0eqTR2rypoH47z/1PhmzVuexc2fcF/U/HCeNEhO9tdWU5/H992JbupC4b5+9vgIAr9M7c6bhLvbuxV1kzOjNllXuC7faN0OHYv+bNcPtXbvi9l69nPHTrYgm0ESZaWfOOO2p+6CSzrt3J7VZrQ/41FP42BkzeJt79/gxNN6FIhoqY5kvn7rtt99i2zRpzI1J751Fi3r3P/oo3u9UXddmzbAfoiDkN97ANmaz22i2nPLRXFPmLxT89BOfFp0qlbUCzwYRff99W5MmtrmhC6o8oay/FizVDIn3mTNFCnw9jxzxtv34I/85UauhGkmoffZEAY8krlkXhw7hPtDCa6NG/oaX2RJk179/UE5PIgkL3nkHf0+UZbs2bsRtTpeEMcOKFfgcRAlINIuyVi37/ZQ4T6gXCA8ePOjvXy27LyEhAUqWLAmMMciSJQvcu3fP8Dg9evTwj7N//36hzf79+/02PXv2FNr4/MiWLRvcUolyVS5mLl++nGu/cuWKX8KznsbKe7169YAxBlFRUcIFwGXLlvnHGS2quwEAt27dgqxZswJjDEpppDvv3bvXX+Mxc+bMcOjQIVVbs9y/f99//RhjcMmR+kQS5rQDbsa3AFiwYEFOG1jZ7oYMQikxaoxgFlaOjeVfykSyi0bJlQv3uXUrv97hZMSmyD8RVHqvXDnjYwXK9DMrbXPtmna/ViZ22rbFfdGIc1r3LRwwEqGsJZ9mG7SW0rRphrvYsgV3kTu3eIHo5s0Q+B8i+vfHvr/yCm6n2a8B1DaSHRs24OuTM6d48TwYmeSRRsqU+BodPpzUJqoPaCR5qWpVfKwoYThYk6iRwJo1+Do8+qi67dGj2FarXqEWatJbNNl7+nRz/VuF/mSISpEEI8AsULCN6NkkiCU+MDdvApQuzQ84a1aIBhTz/ffqz2J169rqiib37/P+nTyZ1B6soDiJOKvUF3hz5gzf5pfCjFBEAS7Kz16qVLjNzPwdDYpD0q1Nm/ob3mCTkV2HDpZPTyIJG2igUOfOSW2iWsvhhp46irNnY5tq1ez3U+I8oV4gBEiSGY2OjoZ9gohz5Zz7kCFDuPYdO3b429u3by8c49SpU5AiRQpgjEFcXBzcJnWcbt++DXFxcX4/TqtMgCllRl8TSIycPXvWXzewaNGiqrKpSplRUamy5cuXBzyne/fuQUxMDDDGIFOmTEI50J49e/r7WbBggbCfo0ePQpYsWcAn9bpHKXmik+3bt8N1jajfe/fuQfv27f2+vBCutZgiAOa0A27l5MmTkCpVKmCMwRoV/UI31SAMhB0373Di/ffxQ43BWraIQoX4FzZlPRKz0GDufft46T8nJ+6p7M/XX4vt4uOxXenSxscSTcgoNxPKkQAA8Ntv2v1aKSz+0ku4r5gY/H8zC6VOI5q0VKvfpVWjxzbq1Ak82xuAtWtxF4ULiyetHJFQNUmvXth3mgHTty9ulxM/mLlz8fV5/HHvfiqTaGPyTVgQaGLdan3AuDh8rFoZBa1FyuTE8uX4Omip6oiCIoiyji7opNNjj3n308y9994zd05Weewx7Ico+Ojdd7GNMnNAL4G+C6L2EyfMn5cqiYneE6CDtWtn7g9sgR071J/Fqle31RVNRBLTyiDnpUutP/NKvIiCRv74w9t26RLfFtIsWxcQKHCAvjeakWrevh33kT27ovHFF/0Nw9m7yE4psSiRRDodO+LvyZtvJrUFq2azk+jJhKclZCpVst9PifPYMcd85MgRSJs2LTDGIEOGDDBq1CjYv38/bN++HdUEjI2NhRs3bnDH61kgBAAYOHCg365ChQqwdOlS+Pbbb2Hp0qVQoUIFf9ugQYNU+3jw4AFUq1bNb9u8eXPYtGkTHDx4EKZNmwa5cuUCX9bfhg0bVPu5dOkS5MyZE3wLkgMGDIDdu3fD7t27YcCAAf46gDlz5oTLGhGE69ev92cj5s6dG6ZNmwYHDx6ETZs2QfPmzf1+Vq9eHR4IahmcPXvW7zNjDCZNmgTHjh3T3P7wPagpaN++PWTIkAFat24Nc+fOha+//hqOHj0Ku3fvhsmTJ0OpUqX8Y+TKlYur7yixD+a0A27Fd7OJiYmB+Ph44ab8Ug0ePNi/35dtqMzamxRgYnrixIl+2/Xr1wf9fOQCIWbYMPxQY0W+iMp+MuadeLOCSFbn6FFe875OHWvjWCFDBuyLmoQklakIIO0tJJAU6JQp5s5BVPNKuZUsaa5fAKTEA4x5o8iV/w9QL9iV/Porf43+9z+xbfHi2C5AjERoqFsXO2EiO5tmvPg+EwUKBPc7bye0zlbv3rh94EDc3qaNM366lcGD8fVp3Ni7n2YJC+KGkjU3bvD3jwsXktqt1gcsXx4fu2iR2E5PHdXkgNpinYgTJ/i/jZmaeGo1iXv2xPuV0fh2QgNb1q7lbejzY9Omxsf599/An3UqQRqSgIMpU3hHypUzVvwzSIhKIPo2XxCGGxBJoV67ltSuJqMrMY4oS9AX1G814zwcCbQoqlaf0AhUHhFJT7ds6W+YzboiuyeesHx6EknY0KIF/p4og5qCJcnuJFQ+VFRyZfFi/tFBkvywa4557dq1/sw70RYbGwtnVGp76F0gTEhIgI4dO6qOwRiDTp06QUIAPfOrV69CpUqVVPtInTo1zJs3L+A5HzhwAPLkyaPaT548eTTrMvqYO3euP/FJtFWuXBmuXr0qPHbBggWa10O0ibI4ldmBWlvZsmXh+PHjAc9JEjqY0w64Fb0fYtH2888/AwDAuXPn/PvUNJN9KKMfQrFiLhcIMaNH44caK5GP2bLxL2wLF1rz7+5dvs9Tp/iI/4IFrY1jBa0aLEroZEmxYsbHEk0sK7cxY8ydg2jSU7lpSa4Fgq5N1aqF/y8q+O12zp7lr5GapJPeyfqQUr++5Q/KggXiicratfH+kSOD63ooad0a+z5wIG4PZoZ1JPLqq/j6vP66d/8jj+D9GoGByZLff9ee0BXJp/30k/7+qUpifLzYLksWbLdrl7XzClc++ghfBy3Z69On+b/N3bvGx5wzB/dRtap3//DheP/zz5s7J6vQwCeRis6HH1r3VU82PpVx37LF3DmpsmcPXxw5c2bvD70D0Mxs5WYmsCxUnDql/V1Yv949z+nhzpEj+FpGRycltooyzkMmw+sSRO8sSnUyWhs+QHUTIatXa7wHKR4eV7KmQXtfkkjCjeefx98TZXmvH37AbR6P7Qn5lhk7Fp/Dc8/xNsEIAJeEP3bOMV+4cAH69OkDsbGxkC5dOsiSJQvExcXBmDFjVOv9AehfIPSxfv16aNy4MeTLlw9SpUoF+fLlg8aNG2tm/FHu378PM2fOhOrVq0P27NkhTZo0EBMTA126dIEff/xRdz9Xr16F9957D8qUKQMZMmSADBkyQNmyZeG9996Dv/76S3c/x44dgy5dukBMTAykSZMGsmfPDtWrV4dZs2apypwCBG+B8MSJEzBp0iRo0aIFlClTBnLnzg0pU6aEDBkyQJEiRaBly5awYsUKYRajxF6Y0w64lWAsECYmJkK+fPmAMQYlAvxqlihRAhhjkD9/fkgMwVOEXCDEjB+PH2o06r8GhGYjMAYwc6Y1/0QSRpcv8y/LHo9zNTeiorAv330ntjNS50iNQLUCP/jA3DnQ60m3vHnN9QsAULMm7qtJE/z/3LnN9+0URl569NQDCzkvvICdGDXKcBczZ+IufFJn3brh/a++GmTfQwj9LA4bhtvpZL2VDOtIhCrX+tadixXD+1eudNZPtyHK2FaWd7ZaH5DWA/78c7EdXXhxpD6qC5gxA1+HGjXUbUV/OzNJZtOn4z6eesq7n8pZVaxo7pysIFqgFgWxTpqEbZ55xvhYV67wY9Hg3SJFcPsXX5g7L1UHRPIXopRJm6ALr8rNTYtshw9j31KmxO20bnGePM74GQns3ImvZdasSW0iqXeH1rZt4+BBfL40M4mWMlCpkKKJpvR0u3b+hl2sOrJDtQolkgiHvuMrS9z/9BN/b9KYf3clepQS6PxOTIz9fkqcR84xSySRBXPagXAmUA1CAIAePXr4bfbv3y+02b9/v9+mZ8+eIfFV3rwxkyfjh5ratc33ResZMQYwbpw1/0S18f76C+Cff/j9IalLE4CEBH0TaQDe2nNWJ3r+/FN94ogxAA0pcE327dPuVzkZYZQnnsB9tW+P/58li/m+nYJOTqRLp25LM+wmT7bPTz90JWz4cMNdTJiAu3j2We9+GmQQTsXZ69XTvl+NGYPbGzRwxk+3QheiFi/27qf1yz791Fk/3caPP/L3WKrSkioVbjdSH5BOjq5eLbajmZ5msiwigYkT8XXQWugSSdv984/xMenimk8mnT4n5M9v7pysIJIsvHKFt6MLq75FTiNcvBj4etIsfFE9RFPcv8/PbjLmLa7oIP36qT+L5cjhqGuIXbu0n+Vou5XnyOTOunXq7w9G3kMihW3b8PnmzInbS5TA7Wak7zWlpzt08Df8xGK56+9UwKpEYjcVK+LP/oIFSW0//8zfm5TBcOHAoEHY/1ateJtNm5x/bpM4j5xjlkgiC+a0A+GMngXCU6dOQYoUKYAxBnFxcXDbVzzhIbdv34a4uDhgzFuA9PTp0yHxVd68McGY4AEQv6AyZj6jzYdIytH30aHZD04EfN+5w/un9tGl9SzMPECKat8ptz59zJ3H9u3a/WotgAWCTu698Qb+fzjWJNixA59D9uzqtlryK7bRvDl2YuhQw12MGIG7aNTIu59GTubKFWTfQ0iNGtj3GTNwezAyZCKVxESAtGnx9fFJVFapgvfPneusr26D1mVJnZq3oRn5KnFVQmhdULVyzo8+6vxvqBugUutaUplG6s9qQWWr6tf37j90CO+PjuYXj0ONKOr/zh3ejkqzmqm9JZJspWPR+/T06ebOi+Ptt/nBn33WXFHJIEJr4wbrWSzYbNiAfXvkEdx+4ABuT5/eGT8jAVrjqkwZ3E4Vco8cccZPuwikyBKMICVN6enOnf0N/2NZue/ppUuWTk8iCRuKF8ef/RUrktpEQd5mnpecpE8f7H+HDrwNnUOhAQuS5IGcY5ZIIgvmtAPhjJ4FQgCAgQMH+u0qVKgAS5cuhW+//RaWLl0KFSpU8LcNMpsGpQN588bQWie+OjhGES2UMQYwYIA1/44d4/v0STlWq4b3T5hgbSwz/Psv799DZV2Or77CdmbklkTR9sqtRw9z50EneugWFWW+bgCN5B08WP1vGi4EmhhT8uKL/PnbjlYVeZ288w7uomVL735RLRgzGTVOEBeH/f74Y9werACKSOR//1O/97kia9bFfP01vj6izJqsWbGNkfqAVDHxq6/EdnRiR02KNNIZOhRfh2bN1G1F2XXK+pF6GTkS9+ELuPjll+D0bwWqKKC2KLVoEbYrX974WHqyaWmQjQmFbJ7PP+cHLlCA1zd1gKZNtZ/H3PK8FKjukqhunsQcs2drv6vRgJIDB5zx0y4++wyfb9myuL1yZdz+0UfGx9CUnlZo6ycwD6TwPEC2hw5ZOj2JJGzQqvcpek/47TfnfDVDjx7Yf5HA2Z492CZzZvv9lDiPnGOWSCIL5rQD4YzeBcKEhATo2LGj31a0derUCRJCGC4tb96Yjz/GDzVxceb6EUl+MgbQq5c1/6iUY9q0SW1UqtLs4pgVrl/nz/nyZbFtIEkcPYgyKpWbKLJNDytX4n48Hr7ve/fM9V24MO6HSlUyBnD3rrm+nYLOLcbGqtu2bYtt337bPj/9tGqFnTARhKEWRXnnDl+HM1wmR0qVwn4vXYrbaT2wKlWc8dONfPcdf8/w3SNckTXrYvRkk+fOjW22btXff44c+Njt28V2ZcpguyVLzJ1PuKNHQspHsCa8hgzBfTRv7t1/7x7/+/v996ZOyzTr1wf+fAIALFuG7UqVMj4WXUSidewAAF5+2fLPF+bkSW+hMGWnqVJ5HzhdwFNPaT/nEQEWx1iwAPtF62UeP877bnc2bKQwbhy+jrRePA0o+fprZ/y0C7pg+uSTuD2QOoQeNKWne/ZEjbnT/o1sk6tctyT5kTkz/p7s3p3UdvMm/xtw4YJzvppBoSYMjAH07cvbfPMNtlHOVUmSD3KOWSKJLJjTDoQzehcIfaxfvx4aN24M+fLlg1SpUkG+fPmgcePGsGHDhpD7Km/eGFpjwUwEOIA36Fo0kdGpkzX/tKQchw/Hbb6aaHYiqgn4++9iW5o1ki2b8fFE0l96Jza1oPJF9IGfMYAbN8z1TbNZqGwPY+GTceZDszYJQRFoDIwBvPaafX76eeUV7ET//oa76N4dd6GMoqSLwPHxQfQ9hFCJxTVrcPvChdoToMkZWhMpb96kNpo1+/77zvnpRmhARrFivA2VCTXyeKQ1YaPk8cexXdBqu4UZffvi6/Dqq+q2omAoM3JyNCP75ZeT2nLmxG2bNxvv3wr0941m5/hYtQrbFSlifKz9+3EfIhnKLl2wzeuvGx/Hz82bACVL8n/E2bMtdBpc6MI93f76y2kPvUyfjv2qWRO3nznD+y5rs5mDKm+8+CJuz5MHt6tljUcKtPZ13bq4/ZlncPvEicbH0JSe7tULNZbJ+guyXbTI0ulJJGFBYiIvb3z0aFL7vXv8b8CpU875awYaoPTOO7zN999jm6go+/2UOI+cY5ZIIgvmtAMSe5A3b8zSpfihpnRpc/2IZLEYM79g5YNKORYokNQWH4/baA0KOzBSj4hKUGTKZHw8keSqcmva1Nx5zJ+P+ylUiO/brMwZjWymslSMeWXbwgkj0rxvvoltO3a0z08/r76KnXjrLcNd0IxdZRfPPovbhg0LnuuhhGZpbdmC25cs0TdRnhyZORNfG2V9nnbtcJsjWbMuRk+AQUwMtqGL11rolZt74glsN2+eufMJd157DV+H7t3VbY3IimvRrx/uo23bpLZy5XCb3Qu3U6fi8dWklbWez/SiR26XLuC2b298HADwzma2bMn/Adu3d49uJwDky6f9nHfxotMeevnwQ+xXgwa4/dIl3vdwCwZzC/Q5kqqF0Gf2desccdM21DKwfQRDxYBKT6P3KyKpUTvvCWTrRMkLicRuROVlTp9Oak9M5BURfvjBOX/N0KQJ9n/4cN7m5En+OjhcyljiAHKOWSKJLJjTDkjsQd68MVQqsXhxc/2cOyeeyGjcOLj+KaUcDx3CbVFR9ktVXrjAn7Napp2eSPlAHD2qPXFUv76586C1Nh57jO9bTTo1EOnS4X5oLUY3TXjpZfJk7H/t2uq2RuTrQkanTtiJN9803MVLL+EulGUMidoSmux2M5kyYb/37MHtwbo/RiL0c62s2+aKrFkXQwMMRNK1tHbrihX6+0+VCh+rJvlLZdhmzjR3PuFO5874OvTurW4rmhA7c8b4mFqBI3Xr4rYPPzTevxXoxHiTJmI7KpueK5fxsfTUZtacqDcC/eH2PezcumWyw+CTmAiQOrX2c97Jk0576eW997BfLVrg9t9/5313QYnHsKRjR+17VGwsbo/0erJvvYXPlwYNNGuG24cONT4GfcZRZnnD22+jxpaFDyDbgQOtnJ1EEh789Rd/j6eS6/T37NtvnfHVLM89h/0fN463Ec2BuUUKXGIfco5ZIoksmNMOSOxB3rwxa9bgB5qYGHP9iKKnGCM1G0ywaBHuTymBKqr/99NP1sYzihEJJapRnyaN8fFoH3SrVcvcedC6gDVrBmcSFICvTyc6B2XEYThApYcaNlS3HTZM32RrSOnaFTthojhow4a4i1GjktomTcJt4VKrj0rjHD6M29euxe1OZCm7Fapaq5ywdEXWrIvRE2BAs8gWL9bfv94adrVrY7vJk82dT7hjRIH5wQP+98vMgg3NWuzWLamNZuCaiOewRO/eeHy12sa7d2O7LFmMj/Xll7iPggV5G/p8Yuq5cvdu/oafObO3sLOLuHVL+xlP9DvlFGp1iX2IntF/+cUZX8MdrQAtAK+6gdnfi3AkUBASLbstkgUMhGbm8oABqPH14pvlM48k2aEnSJoGYu7d64yvZqHzIdOm8TYiFa3r1213VeIwco5ZIoksmNMOBOLq1atw7NgxOHjwINy5c8dpd8IWefPGBEMiCgDgu+/EExm0cLxR5szR7i9HDtz+5ZfWxjPKiRP8OavJShw+jO1SpjQ+3r592hNHWlKXWowcift54QW+72PHjPd7/754MpXuCzfJEVoP5qWX1G3HjcO29erZ56efHj2wE8oCgjqpUwd3MWlSUhud5FXWCnUrotoYdKJ/0ybcnj+/M766kaefxtdm/PikNq36ahLv4rry+ogCDCpWxDYLF+rrOyGB/1yfOCG21RMZnRygk++DB6vbJiYG57dRK2aDzD1Dy5bG+7dC27Z4/L59xXY02CdtWuNj6anHSTNun3jC4CBXrvDFkBlzpQ6jSJaTBlmp1RS1G1obksYdiRY7z593xtdwh96rx47F7XFxuH3BAkfctI3WrfH50ow9LUl8vdAgjq5dFY3kIeeDssu5dyiJJNL58Uf+Hk/nQGhN5e3bnfHVLFSK/6OPeJs//+SvQ7iVTpFYR84xSySRBXPaARG3bt2CESNGQNGiRSEqKsq/HT9+HNktX74c2rZtC6+//rpDnoYP8uaNofJOefOa60cts02Z8WcGmplUpw5ur1IFt9udAUELU3s86rZ0EdVMEWtar4duFSqYOw+64NWiRXBkQW7e5H38+Wdv9qRyX7h9FYm6ELRrp247fTq2VavnFFJef11jpkMfTz6Ju5g9O6nt1Cn+73ztWhD9DwH//MP7fOECtgmGhF6kUqQIvjbLliW1DR+O26xKTUcagaT5ALzBHkqbuXP19R2oJoySRo2w3ciR5s8pnKHXYcQIbfsUKbD9d98ZH5OWhVUuwtHnnpo1jfdvBZotrnY96DNNihTGx6K1pEV1sKlNqVIGBrh3z/ujS78UNAXLJdBr6vHwtXI3b3baSy+BFmnUAsQkxqHPX7Nmabcrn88ikUD3bBqAYWZ6hEpPowVw8tI08/G5yDZcVDQkEiscOIC/I+nS8TaPPIJtNm60308r0JIrn33G2/z9N/9bZ7YsiyR8kXPMEklkwZx2gHL+/HkoUaIEREVFgcfj8W+iBcKzZ89CihQpICoqCvbt2+eQx+GBvHljduzADzQ5cpjrh0pN+TZlzUAziDLblNBId7trXdGswFSp1G1FkXaJicbGowsWdCtZ0tx59OuH+2nXzqu+pdxH67PpQa0+QZYseJ9bIuL1Qmvude+ubjt/PratVMk+P/1QzbhOnQx3Ub487uKTT5La7t3jJ80PHgyi/yFAVB/pzz+xTTAk9CIRUZ0s5aMHlQR89lnnfHUjtH7Sq6/yNlTWaPp0fX2rBWWIaN4c2w0ZYvKEwpx69fB1CJRJST/7ajUetWjTBvcxYEBSG10Qs7v2KV1smDFDbCdSA1BTUFBj4UJ8/OOP8zbr12MbQ0oX9MvmuyEZddQmtm/HrmbLxgdjrFrltJde9Cys0+xHNbljiTZUQpROUteqhdunTHHGT7sIJI/dqxdu79LF+Bj0/fLttxWNpDDq50+MRbZFis1oWogAACAASURBVFg6PYkkLNATRBkTg21Wr7bfTyvoqe96+zb/mHHunP2+SpxFzjFLJJEFc9oBJXfv3oWSJUuCx+OBdOnSQe/evWHlypWqC4QAALVq1YKoqCgYKCtjayJv3hg6AZ45s7l+tm7lH44Y80aOWSFQpsUHH+B2u+UbafRc+vTqtqLJtPv3jY1HJQ/pZrZGGk0w69aNj1rfutV4vyJd/mvX+L63bDHnt1N06ID979NH3XbJEmwrypAIOXpWJAJQvDjuYsUK3E4nMUVRlm7i/Hn+s3nzJrY5eBC3i6JjkyN//MFfO2W07MyZuK16ded8dSNU8bdHD97mmWewzcSJ+voW1f1Si2QORp2mSIDK5U6dqm2fPj22P3DA+JgtWuA+lAltO3fitkyZjPdvhZIl8fjx8WK7c+f4z9rt28bGovKhosybXbtMPqcuX847WLAgwNWrxpy0kRUrsLvFirm3vhyVHRcpeIS7WoRbKFQIX8e1a3F7IAnSSKNSJXy+8+fjdiMqH2rQe/S77yoaR4xAjV9XG+ToPVsicYI1awLPQdDnieXL7ffTCgULYv/Xr+dtRLWp1aT9JZGLnGOWSCIL5rQDSqZOnepfHDyoSMPQWiAcP348eDweqFGjhp2uhh3y5o0xssClBa1l6NuyZbPmHy0ST9c1Fi/G7XZHbRpZYD19mr8+RsuJ0lpvdDMrEUuldHr35h+KzdR3FE0g3rrFT3a4sBSQJi+/rDFxQFi1CtvGxNjnp5/+/bETbdsa7iLQ54FOULk9G+n4cf6zSZNKjh7F7dHRzvjqNg4dwtclKgoHOyxYgNsrVnTMVVeipz5SgwbYZswYfX2LaqH8/rvYtl07bIcyJJIRVM51zhxt+0yZsL2Z7PqmTXEfH3yQ1PbTT+LfTbugATybNontRAFA168bG2vaNHy8SE6V3oejonSoL5w4AZAhAz4wVSrXr1DRuttPPMHXQJo3z2kvvejxKxhKFBLvu5TyOu7YgdsbN8btw4c74qZt0EUHpcQ5gPeZXNlupo4rvabDhikaR49GjSdqdrf8fieRhBt0DqZsWd6Gqs98+qn9flohVy7s/7ZtYrtgSM9Lwhs5xyyRRBbMaQeUPPXUU8JsQK0Fwi1btoDH44E8efLY5WZYIm/eGCMSmVrQRRDfliaNNf9opkXPnridZvikSOGVO7QLKgelJdGqtlhmBLXr7NuyZjV3Hq+8gvsZMECfrEYg1BZhaDaamb6dxEjNKpr1aXYR1xKDBmEnWrc23AUtNE9fkqikk4khbOXbbwPf+0SfX6OywJEIvQ/RTPFly3C7WenjSOWll/D1GTyYt2nSxNyE76+/8p/Z//1PbCsKDEmOPP44vg4LF2rb08n6r782Piat8zdqVFKbqD7q+fPGxzBDYqL3XqgcW+1R2chitBp65IjPnjX47HTzJr+CwFjglV8XQNYdoEEDXk7RLfKRpUtjv0SZpvS5Yft2+/0MdxITAVKmxNfx8GFsQ7PdRL8pkQSta0azeoYNw+1Nmhgfgwa9oSCdsWNR49U6LbnbjaxBJol0aEBL1aq8DQ0k+egj+/20QsaM2P+9e8V2adPqe26SRC5yjlkiiSyY0w4oyZEjB0RFRcHOnTvRfq0FwiNHjoDH44HUqVPb5WZYIm/emO+/xw80Ho+5fuiEsHKzUuolUKbFtWv8eKdPmx/PKJs347G1Fn8uXOB9vXHD2HhUfopuadOaO48XX8T9DBkCUK4c3mdGMvLIEdyHLwMrGH07ybPPYv+15P+oPJojdeyoVq+JcGoqq7d/P26fOhW3O1Jr0QB6/i6irN+7d+331W3QrB86KbB2LW4vXNgZP93K88/j6zN6NG+jZxFRxMWL/Gf2n3/EtnqkTpMDehY6lOiNKNeC1j0cPz6pLTGRn2xSm5QKNv/+y39+zpwR24oWMi9dMjbeqFH4+IYNeRuRpLHqQmRiIr9awphXfiIMojuoNOIrr/CLyaL7hRMULoz9orKXAPxCzsaN9vsZ7vz3X+D3HBrk17+/M77aBa1jvmsXbh8zBrfXr298DFrXEUnoksiGhGfrcfU2jxyxdIoSievRE+BTowa2mTnTfj+tQIMz1L7X9J60e7e9fkqcR84xSySRBXPaASWpU6eGqKgoOExCBLUWCA8cOAAejwcyZMhgl5thibx5Y06c4F88ExKM97NoEd+Pb6N1vYygZ5KURvNv2GB+PKNQyc+CBdVtL1/mr41ROS5az45uHo+5OTDRBFTlyngfrfGhh337cB++2xPtO9wiCqtVw/7PmqVuSzPVHInhGDIEO9G8uaHDExOBm/yg8ikbN+L2LFncPR+rJ7NTtKhv5X4WKVDFWlobdssW3J47tzN+uhU9GUFt2mAbveWlRdlWanXhevfGdp07mz+ncKZoUXwdvvhC2z5fPmy/ebPxMenkM/0MPPoobl+50vgYZhA9p6hloIoWLtQWE9UYOhQf36yZvnFUA8EmTuSNy5c3XhzRITp2xK6/8YZ7s8Ny5MB+ibIDY2KwzZo19vsZ7ujJ1O3UCbdHcjZ4YqI32FB5vnTSfvJk3F6njvFxnnxS4zmfDlC7Nhc4YuZ3QSIJJz74AH/mmzblbWg97UmT7PfTLEZqCwYjcEwS3sg5ZokksmBOO6AkX758EBUVBV+QWQqtBcIFCxaAx+OBInYXYQsz5M0bc+YM//Bjpm7CvHl8P77tjz/M+6cncpouNk2dan48o1CpPa2v35Ur/LX56y9j49GFWFpihzFzGU6iB/innsL7Zsww3u+OHbiP7Nm9+4PRt5MYkaT78Uf+b2RmEd4SFvWW7t7lz+HUKWwjWpi4ejWI5xBk9Hx3f/uNPye1yfLkRKtW+JrQzO69e3F7xozO+OlWqlTB12fuXN6mQwds07evvr5F9euU9SGV9OuH7dq1M39O4UyBAvg6ULk6q/YiqlfHfdCoejo5PX268THM8MMP/OdHTQUiIYG3FbyeaELVr1u14m1ECwJUYhEAvGlEtBBQlixeffcwgUoLf/CBN/lR637rFDTL9eBB3qZECWyzfLn9foY7eiR2e/bE7d27O+OrHegJTJg5E7dXr258nIoVcR8ff6xoFBRPpZno4aaMIpEYRU95e6qY8eGH9vtpFpGigprcu8yWl8g5ZokksmBOO6CkQYMGEBUVBX3JjJDWAmGdOnUgKioK2rRpY5ebYYm8eWN+/pl/+DGTITNjBt+Pb/v5Z/P+0UwLJPHykNatsc0bb5gfzyjLl+OxS5RQtw1GvZ758/HxefLwfarJyWlBJytnzeJlNCdMMN4vzSrLn9+7Pxh9O4mRSa9g1J60DNVxe+EFQ4f//Td/DlRK7v59fhJ3374gnkOQWbwY+1qmDG/z11/8eV+5Yr+vboPeL+h9WU1aWOJFj8Ry167Y5vXX9fV97Bj/mVXL5H3nHWwnWpxJDhiN/KbZfSJpxUDQujzz5uH2Zs1w+3vvGR/DDDt34nEDSWIHyuQJxFtv4ePbtxfbZc2K7UgFBm80h+iB6MsvjTnkMFSObdo0dy7+iDIrRIvDjz0W+F4n0eboUXwNo6L4e3qfPtimQwdnfLWDq1cDP5fRdyUzkvdlyuA+Fi9WNM6ahRurV4enn8a7tEoPSCSRgJ7fJvos88EH9vtpFiPvgDJbXiLnmCWSyII57YCS+fPng8fjgfTp08Ovv/7q36+2QDhr1ix/21ozMxXJCHnzxvzyC//wY1T2EkCs6qQ1aaAXPZkWVD3RTK0Js1DJz7Jl1W3/9z/+2ii+3rqgBcGLFeP7NJOxGReH+1iwwLuGpNw3cqTxflevxn3ExHj3B6NvJylUCPu/bp26rSgLzWjmqGVoQZYGDQwdrvccYmOxzSefBMn/EPDRR9jXypV5mxs3+PO+eNF+X90G/fx//jluF2Wx3bvniKuuRI+k5euvY5tu3fT1bWRxlso7GlQejhgyZcLXYc8ebXv6uxtIklREoCx0OvFml/wrzax+9FFte1qb9sABY+P16oWP79pVbFewoMZv7r17/MoaY+7R4jQAzUJavJivS+iGTF/Rb+OFC7xdpUrYBmVhSXShp17ywIHYpnVr+/20Cz2BrZ99htvLlTM+Dr3Po+ecuXNxY9WqXEmMQYOsnKVE4n7atcOf+bff5m1efhnbvPuu/X6axcgcWcmS2E5myyc/5ByzRBJZMKcdUPLgwQMoXbo0eDweKFasGGx/WNjBtwh44qEA9g8//AAdO3aEqKgoiIqKgieffNJJt8MCefPG/PEH//Dz55/G+/nwQ74f3/btt+b90xN9/Omn2KZYMfPjGeWTT/DYjz+ubqsnCysQ06fj4ytUCM4CBp2UWrqUr//4/vvG+126FPdRqpR3fzD6dhIjGSfXr/N/o8uX7fMVAADGj8cO1Ktn6HC9WZBUSsaurBczTJ2Kfa1Zk7cRSVmdPWu7q67iwQM+a4hKy128yF83M5nNkQqtYbdpE2/Tty+20ZsR8s03+Li0adVtR47EtgYTiyOG1KmNPbMEYyKobFncB8pOAYDhw3H7888bH8MMNPOmYkVte1oD+uuvjY2nN1NWM5uHpk8xBlC3rro2qouhSZCbNnmfj5T7XnzRaS/1Bw2J1CkkxqC1zgsU4G1ooKQbPiOhgsogezy8bP+KFdimeHHj42gGJdAbZeXKjgV1SCROQbMDhw7lbdq3xzaiRUS3IirD899/YluZLS+Rc8wSSWTBnHaAcu7cOcibN69/UTBbtmz+fxcoUAAyZ87sXxj0eDxQqFAhlG0oESNv3hhRVttvvxnvhxaqtjJhpIRGcK5cydvs349toqPVay4FGz1ZSD5u3uSvjVH51cmT8fG0lh9jfG04PRQpgvtYvdpbS0C5r39/4/3SBdQKFbz7X3nFet9OQms/aklp3rkTnL+RJSZNwg4884yhw/XWUXzzTWzTsmWQ/A8BNKlSlHlspEB9ckE0MUx/M4IhpxzJULlE0W8kzQjRqx5vpP7juHHY9rnnzJ1POJOYyH9Wf/hB+xi6WBUfb3xcKlO9YgVup3WdAy3UBQsaSxLop4IuaG3ZYmw8vfX1qlbFdrNnP2xYtoz/AxYs6ECavnUSEwFSpcKn8s03fACeQQGAkKC3fjktEzBliv2+hjvx8fgali7N2ySnYI99+/C5ZsjA26xdi20KFzY+Tu7cuI+vvlI0LlzI3aDpIm3jxmbPUCIJD+rWxZ/58eN5GxoE1KuX/X6axYhkv8yWl8g5ZokksmBOOyDijz/+gGbNmvkXAdW2xo0bw59m0r6SIfLmjQmWhB6tZaTcrBRqzp8/cF+iehTnzpkf0wi0DEW1auq2t2/zfhrNRqITuvXqeeuRKPd9/73x86DXedMmb/Srcp+Z2o5UErVqVe/+YPTtFImJAClSYP+/+07b3uPRbx8SaLrc008bOpxmJaVOLbajtUi1Mmqdhk7mNGsmtjPyt04OHDyIr0fKlPxi8b//8ve68+ed8deN6MlYGzwY27Rooa9vWkMuWzZ1WxpwUru2ufMJZ+7e5T+rgQI4ypfH9p9+anxcUVCOEpo15KvfG2ros1ygzx2VGzZa8q9VK3y8miwfnYgcNw680RpU4zRVKmuyFQ4ium+eO2f55zsk0Lp4KVKIJ07r18d2Y8fa72u4Q5+jq1ThbejCft269vtpF199hc81Tx7eZvNmbJM3r/FxsmTBfaBAHipd89hj3POvFHWSRDpPPok/8/7AHQVULl9NRtyNfPst9j1NGnVbmS0vkXPMEklkwZx2QIvTp0/DhAkToFWrVlCnTh14+umnoXnz5jBixAj4IVCoswQhb96YYEno0Ropyo3WpzKCHvmqxET+RU4k2RYKjEzc3LtnfCKSMno0Pr5hQ4B06fA+Kvenh+zZcR87dwbnoZ5en1q1vPvN1tdyA2YmlOnfaP9+e3z1Q2cuatQwdPjXX+PDs2YV29GJm4wZ1aMtnaZ/f+zrK6+I7dKmxXbJ/Wfj88/x9RBF5ick8N8RK7VoIwlRVqro2lCJySZN9PW/dSs+LndudduZMy3dFiICvbXUlIhq9hqlQAHcx/r1uP3QIdweHS3O2g42PXoY+222Wo+xeXN8/JAh+uzeH3CHT8NkTFyoOkwQSTNfv25MqcIudu/GPmXOLLZr3BjbjRhhr5+RAF38e/ZZ3mbaNGwjkkyPFFauxOcqKithJFBGDfrsh+qr0gL0ZcrA8uV4V9Gipk9RIgkLypXDn3mRrOZbb2GbV1+130+z0N85Uf1XHzJbXiLnmCWSyII57YDEHuTNG3P/Pj8h8dNPxvvp1Yvvx7ctWmTevzRp9E3O0wm76dPNj2mECRMCv7j7EE2aG5UrHDaMnzS2WgMIgA/CP3CAX/Rt1854v2PH4j58Enb0haF9e+N9O4WolmSgmoI5cmD7h2Vl7WP2bOyAwdDmTZvw4fnyie1+/pm/Nm6VlqSL1F26iO0yZ8Z2e/bY66fboGq1aotKNEvu0CF7/XQreqWmqQSuXlnBjRvxcVqZZ1TG8oknTJ1SWCNSILhyRfuYKlWw/bx5xsel0pxIvg4AfvmF98sOoZCWLfGYahl9PqzKrTZsiI8fNUps16EDtnuz6Dr+AnXo4N6IFB3QrLyoKO9zo2AtwnH0PhPQetODB9vrZyRA1Q6aN+dt5s7FNqIsw0hBrXSBElp6QiRDGgiqznL0qKKRShuXLAk7duBdaovmEkmkEEgJAYBXJWjVyn4/zaInW9nHc89h23Hj7PNT4g7kHLNEElkwpx2Q2IO8eWNE9XeOHTPeT7dufD++TSQ5oQfRgtqPP4ptX36ZTB69aW5MoxitDUPPx2gC8Pvv4+Nfesk7MaPct3mz8fMQySi+9x7eZ6aenFoWzLvvWu/bKUQ12AKVOwqULRJyaAqCwZWAVavw4UWKiO0ePOBrKO3eHQT/Q0CnTtjP3r3FdnRxd8cOW910HX376nvZp1ndu3bZ66dbEdVn/OMP3m7iRGyjFXyixEjtJTrR6mZJ4FAhWoi7dk37mGrVrD/j0Kx9el+5d4+XpjYjH24UKuUZSBLy8cex/cKF1sYT1TAC8MqQK+06MbK6Xb68V8c9jNm2DZ9Sjhze/atX4/0xMc76CcBnksfGiu1ovekBA+z1MxLo0wdfQ1EGTnK6l+sRxDh8GNukTGlsDFHwLAropGmMsbHCWt1371o6VYnE1dA6naIaxB98gG3Uyjm4Efo8/eij6raNGmHbkSPt81PiDuQcs0QSWTCnHZDYg7x580RH44eaI0eM9/Hqq/yLkW+bONGcX7du8X2p1bGii1kNG5ob0yh0ASxQUXq6EIciUnUwaBA/OR8Tg/etWWOsT7UsUqPnJkJtIdCsfJ4bOHeOv163bmkfExuL7a3I7ppiwQLsQFycocMXL8aHa2UwlCyJbd1aqJ3Wvho4UGwXjAX4SIJmhPTvL7bLm1deNxEXLvD3jxs3eLvp07GNXsm4L77Ax4nk13zEx+v/XkcqZu7nNWtiezOKBZky4T5Emck5c9r/HaJqDIGyI6tWxfZGFT7ptZw2TWxHnyVasKVJ/8mSxb7C0yGEShT6Ft22bMH7tbIY7EJPFhcAQMeO2K5PH3v9jAT01Oym9/LSpe330y70BGaKFuuMSDSr1QP1Q1ftixSBP/7gj/n1V8unK5G4Fqo+JCqfQUujPP+8/X6ahf4mlyypbkvfjd5/3z4/Je5AzjFLJJEFc9oBJQcPHrS0SdSRN2+eYNTYopPtys1szREj0l90sqJ4cXNjGoVm9L34orY9za4yKrvXrx8+vl07fkFm2TJjfYok7y5c8MpjKPfVq2esXwBeptQnJUr79kmPhgNmJh4eewzbf/qpPb76WbRI32yeCkZqINEoykASdU7RpAn2c9gwsV3hwthu3Tp7/XQbdEFAbUKfSg+tWmWvn27lxAn+/nH/Pm9HJeOqVtXXv0D5TBW9WUCRjOjv8eCB9jF16mD7yZONj0ufu0SP7mXLYptPPjE+jlHo93blSm17vQt8atD7yZw5Yju6KFCfrU/6j+0p+aGBKoH7ZCL37sX7M2Vy1k8A/WWNaU3Lnj3t9TMSaNECX8N33+VtaGBIJNe/owGhLVrwNmfO8Pf1//7TP8b//scf/8svCoN1ROK4cGF48IDP+v7uO8unK5G4EpHKk0iByqwahhvQGwgDANCmDbZVCzqVRC5yjlkiiSyY0w4o8Xg8EBUVZWpLkSKF0+67Gnnz5qGR7Hv3Gu+jeXP+QdG3vfOOOb8uXuT7+ucfsS2dQEmZMvAkXzAwqq2vZ1JQizffxMd37Oh9YLUyiagmeTdtGt6nN4NFCa3z1rWrd//UqXj/008b79spvvkG+54mTeBjaM0qo1kWlqEpgGXLGjrcyGeB1pcMtGjuFFTaTq1eBM3+DDRhHuk88gi+HqKaIwB8bbIlS+z1060cOoSvS6pUYjua9Fuxor7+P/sMH1eunLqtEfmkSIXWfdPzCK1XFlMLqtwgUhOg43z4ofFxjJI1Kx4zUL1c6uOECcbG0ytROnPaA2RXje32/iOCwvRHjcLXwpdpQT+j0dHO+gnA15euX19s17s3tuvc2V4/I4H69QPfB9avxzYFCtjvp13Qz1SnTrzNpUv8e83ff+sfQ1RK4OpVhcGGDbjxkUcAgJekp7VlJZJIQW89bRpM8tRTtrtqmjlzsO9PPqluS+sk9+1rn58SdyDnmCWSyII57YASj8djeouKinLafVcjb9482bLhh5qdO4330bAh/6Do28zWA/zpJ76ve/fEtiJpF9GDarChGX1t22rbZ8yI7fftMzYeXXDr1s26xJfoRfqff7zSYsp9vmh2I6hJI5nNjnEDX3+Nfc+WLfAxtWrhY6ZMCb2fiKVLsQOlShk6nE4GamV80iyIxx6z6HuIqFED+zljhtiOLnTFx9vrp5u4fx8gKgpfj8OHxbaVKmG7+fPt9dWt7NqFr0uWLGI7uqavtdCnZOFCfJxWLaqNG7Ft/vzGzyfcOXAAX4N06QIf06ABPmbMGGNjimo/i+ort2sXnGcpvSQkGM+Aoc9+o0YZG1NvIMGn9T7F3wf2nVfWwI5IMJugwTW+58lTp/Q/C9uFXvUMo8/IEh5a83TmTN5m61ZskyuX/X7ahZ760aJ3QlGtXzV+/pk/HkmBb96MG/PmBQBe0WXxYkunKpG4litX+O8IWkR/CFWgeeIJ+301y5Qp2PfatdVtu3fHtq+9Zp+fEncg55glksiCOe2Akk2bNgXcVq5cCaNHj4by5cuDx+OB6tWrw4YNG2DTpk1Ou+9q5M2bhxaZ3rrVeB80ily5delizq8jR3A/WlHTiYn84puoWHawEWX0aZElC7bfvdvYeKIHULr4NHWqsT5Pn+b/ZnfvemUwlfvKlzfWL4B3MkjZR79+3v0WFS8dxcykOp1QtiMTBLFiBXbAoAbv0KH48KZN1W23bcO26dN7v59uo2JF7KdarUSaobtokb1+uglRMMGff4ptrUoPRip0XjFfPrEd/cqWKKGvfxrYoTUZQ7+rkTyprIaZgA8qozxypLEx797lv0enTvF2AwZgG18N31Bx7Rrv18WL2sdQ9YihQ42NWawYPl6Yob1sGaxmjZDdo9EXAf76y9hgLodmIPgWPi5f5v8u16876ytdzHz1VbEdlYMM9Wc4EilXDl9DkUT97t3YRi3wJBJo2RKfq0hy9e+/+e/MpUv6xxAFqN69qzBQWZF96im824z8tEQSDpw9y39HRDK+4fy+r6feqY833sC2Zue+JOGLnGOWSCIL5rQDVhg2bBh4PB7o0KGD0664Hnnz5qGScRs3Gu+DTgYrtzZtzPlltO4KlaoSRdkGm9dew2N266Ztnz07tt+xw9h4NHL2zTd5+aGxY431+cMP+HiPx7ugQ4tz652gVkKLdg8e7N1vpE6W26C1XooVC3wMnUS1XRVt1SrsgMECNXSiWus7LVpE+vVXi/6HgFKlsI9Ll4rtnngC2330kb1+ugl6T06dWn3x97nnrN2XIhX6VSxSRGy3ejW2i4nR1/+sWfi46tXVbfVmM0YyKokgmjRrho/54ANjY/77L3+PPH+et5s0CduYkfk2wrlzvF83b2of07o1tjdac7ZQIXw8V+P1+HGA9OlhG6uF7HJkcTiFLgTQhWdfXVxRPTSnf1O7dcP+qGVLDBuG7Zo0sdfPSODRR/E1XLOGt6HS92nT2u+nXegJuPvvP/47c+aM/jG+/54/Hj3r7NyJG7NnBwD+WV+0eCmRRALffYc/61FR4vcB+r5vUMDGUWhwbPPm6rZvv41t27e3zU2JS5BzzBJJZMGcdsAqjRo1gqioKFixYoXTrrgaefPmKVwYP9SsXWu8D1pjTblpZRtpsWUL7id3bm37Fi2wvR3671274jFff13bPlcubG80W7N9e3z82297r69oUkkvahMLtD5V4cLG+gXgJ7xGjPDuX7PG3OS3GzBS48vHK6/gY3yZlLZhsdgYjYzUqiOUkOCty6i0NyNbHGr0TLoB8FKkdgQeuBWqVKu2uAVgfRElUtFbDpSWONJbU8pIfVcqr5k+vfHzCXfM/M6pBb7o5fp1/jnp8mXeLj4e2xhM/DbMt9/i8aKjA2d/v/oqPuatt4yNmScPPh7V7LpxwxuZxBh8yyoiO7XaneFM9er4Wkyf7t1vdbEjFLRpg/0ZMEBsN2YMttPKwJCIoYGForqgosn6SIVm6fm+J0oSEvjvzPHj+seg70WpUxMDlZTNHj3wbl/ddYkk0tizB3/W1YK4abCb1nuD2xg4EPuuFRz7zjvYtlUr+/yUuAM5xyyRRBbMaQessmrVKvB4PPDMM8847YqrkTdvHirx9MUXxvug2XvKrV49c37RRaRAaxr04axRI3PjGoFKQvXpo22fNy+237zZ2HiiaP1WrfC+d94x1ifNIsma1bv/q6/w/jx5jPULwEvPjh/v3a9XZs+NGJHw89GlCz4mXuWt7wAAIABJREFU0EJy0Fm/HjtQsKChw6n/vXpp29O6UvPmWfA9RFBpZTVJ4jp1sF1ylowaPx5fC63FJ70TyMkNvfcPqmAWKEDGx4QJ+Lhnn1W3pTLeKVMaP59wx4z6stXf3D//5J+Tfv+dt6NJKoFUFKxCf/P1SM7STDKjv22qNbATE72F7R42/MRiuWuGJP8iAJrV7qt3m5jI14b8/ntnfW3SBPujFphGs2DlK6pxUqXC1/Dbb3mbkyf5e8r9+/b7agf0fXPhQrFddDS2O3JE/xh0/Y+79+7bhw0yZgQAvjanzJiVRCqbNul7j6fBbo88Yq+fVujdG/veqZO67QcfYNtmzezzU+IO5ByzRBJZMKcdsMrRo0fB4/FAzpw5nXbF1cibNw+dlFi2zHgfpUvzL6e+rUYNc37RbJXSpbXtP/4Y29shY0Ezw/r317ancq4bNhgbj2ZJDh7ML1IazZykk4I+iTW1hUMjqNUhoxOfeuo+uQWaoVOrVuBjjLxkhAS9b3IqGF3soVmtgb4XTpApE/Zxzx6xHZXwHTfOXj/dBP0ct22rbtu5M7Z94w37/HQzU6bou3/Q2nh6779GMnaOHeN/r91YLzSUmMkIp7V1jd7ffv2Vv+7XrvF2ojpYt24ZG8sIVApMz2Jpr174GKMZMxky4OP373/YQKIRfmV5uWsRYSUIuaAVZQBZ+vQq18khnnkG+zNxothu5szgvA8kV+7c4e8Bonql58/zdv/+a7+/dqCrbilY+87QAB1uauXgQWzwUHpl2jS8u1o1c+cokbidzz/Hn/XYWLFdONe6NhIANXo0tm3Y0D4/Je5AzjFLJJEFc9oBq3z11Vfg8XggbSQXHggC8ubNU64cfqhZvNh4H/SFTblVrGjOL7rgFxenbU8jPlOn9srMhJKWLfGYgepNUDlXrt5OAERyolTSpmdPY32qqU+qvP8agtZv82WShbO0nZGi5T6oTEnr1qH3E2FUr5dA5SKHDtW2798f27sxklJvdDmVyR050l4/3QT9HGhlThmRpU1O6L1/7N+P7TJk0Nf/iBH4OK1M+lOn+N/re5FX2k2T+fPx+VeqFPgYq0E5P//MX3dRrb9//uHtRLUKgwWtX1m1auBjrNbdSZkSH3/4MHhXx1OkQA03shTgrsXPP5s4SZeSmMhfC2WmWM6cuG3bNud8BfB+NpT+zJkjtvvoI2ynR3FBksTVq/w94LffeDtR0MH//me/v3agV4lFNTtZB1R0g8t6OnQIGzzUPKaBrWqLJhJJuLNwIf6sP/642I5KkWbObK+fVhCVdVGDqnfUrWubmxKXIOeYJZLIgjntgFWaNWsGHo8HYuXTqCby5s1TsSJ+qFGTa9GiYEH+5dS3lSxpzq/p03E/Tz2lbX/lCj/2xYvmxtYLLUgfaOGkSBFsv3q1sfFeeAEfP2qUV9ZUua9jR2N9qhUQ//57vN/jMZ5dUr487mPRIu9+Wi8lRQpj/TrJkCHY9xdfDHwMlR4xW5fTNNu3Ywdy5DB0OM2iGzNG257KKKrVWXOKe/f4e8XJk2JbhcodMOb9+ydXKlXC12LWLHXbAQOwrVbtjuQElSBTu38cPiycfwwIvT81b65um5yyTtSgGU7Vqwc+hmbH9u5tbMzTp/nrfucOb5eY6A3MUdrt3WtsLCOMGoXH0hP8YqXuTmIifx1+3P4Hn0rn8UDCuvWuk9kMJjdv8tdCuRhcqBBuMxpcFmzKlsX+qAUWLlqE7cqXt9fPcEfvPfqvv3i7K1fs99cOMmbUd0+0UtLhiy/wsVzdtKNHhS8xNFvKjPKKRBIOzJiBP+tqczS0tnGaNPb6aQWq2vTee+q2dM6qZk3b3JS4BDnHLJFEFsxpB8xw+/Zt2LVrFzRp0gQ8Hg9ERUVBv379nHbL1cibN0+VKvihxky9MDqfo9wMljvzM24c7ue557TtExN5SZlQR1kbzS6KjcX2n39ubLznnsPHjxvnrUOo3Gc0O+2TT/DxvihAUXaJ0Zo/JUrg45cv9+4P53op/fphv7VkFn2MHWvssxx0LOrFPv00PnzqVG17KiGbNm3os3mNIMrMUQsmENX9TK7kyYOvxZdfqtsOHYpt3ZhF6gQ046pdO7GdWfnPd9/Fx7z8srrtL7/wY1y/bu68whVaI61OncDHdO+Oj3ntNWNjHj/OX3e1++Ojj2I7NTm9YEA/m6+8EvgYK3V3RPKJpyu+zO98GJVBFwbUZKHDkQsX+NP++++k9pIlcZuZUgDBJCYG+7NmjdhOLQBNog8aTBcVJf4duHGD//xcuGC/v6FGVI/zhx/EtlSxZe1a/ePExwf43Ip+oFV2J7esfEnygMrZ168vtgtGsLFTGJnjmTsX2+pRYJBEFnKOWSKJLJjTDihJmzZtwO3/7J152E3VF8fvve9rHjJkChkjIvMYSaHMNIiSKSRlKBWKSCLKTKQMmSOUzFNUhn4yVUhRGcqQIkO84d2/P677Omvtfc5ee587v/vzPPd5uGetvde5773nnrv3Wt+VLl065vP5Uh5er5cVK1aM/S1qZGJIwVy8eWrVgjc1TlUhdmTPzv8oCjwUi5VS0Km6KlcO+tjJHgUL1coqt4s8uO/LmDHuG2O//z70r1nT//yRI/zf8vx5tbHx4mZgEUkksRYrlSvPPw/jfuYZuQ/uSxL2zMItW2AAWbMquVetCt0//NDZXiR3deyYi/iDzMmTfHynT4ttO3SAdn36hDfWaCEpiV+Y27PH3j7im+JRSvfu8HXp1k1sJ+o/R0miwPK+Tps8p07xc5w6pXdesYqOZLTOd4AV0aK/HTVrQtuJE9XmUuHpp+FcPXrIfXDfncaN6fOJNjWOeAryF44bu6e33QYPrVqleaJRyK5d8NwSEuAiauXK8PiMGRELlTHm7yNljWf9erHd0qXQjqvEMjiCWyfYyfMlJfGfJVGvwljn4kX+PO1kl0uWhHaLFtHnwYmTFSogg/37+UCuXxfeW4okYQ2GWGfgQPg+f+wxsZ3uvWw00KABjHvUKHtbLLmq217HELuYNWaDIb7wRDoAK16vV+mRkJDAHn74YfaHuQuVYi7ePHXrwpsaWXWQiIwZ+RvAwCNjRr24dCTqsBxgqAtq8Ybd6NHO9mXKQPt589Tmq1MH+k+YwGfxURY4rYwbB/3vv9//vGjx2G4TxQ47iR+RHOyZM2pjR4pOnWDcvXvLfXAfnqpVQx8nwGXTR6qcWABRNe/GjS7iDzIq0opdu0K7nj3DG2u0INrUd+pxFPFN8SgFbzjb9a8TvUcvXZKPjyWnO3a0tz17lp/j+HG984pVdBKReveGPk8/rTYnltxKl87eFvf9dJK4cgvucUyRUx49GvrUr0+fT9Rf7YTHIkdRqBC4McAL/gFFgnhg/Xp4brlyweP33guPT5oUmTgD4Hv+7dvFditXQruCBcMbZ6wj7YV3A5Fcr11lXSyjktx1993Qbs4c+jy4Gqh6dWRg08D36lX+6XiSQjYYAlDvNWM5Ibh2bfr37rx50DbaWmsYQo9ZYzYY4gtPpAOw0q9fP+nj1VdfZcOHD2cLFixgx1Pbio4LzMWbp359eFPjlCFlR2IifwNofejISfTsCcfo0kXu068f9GnRQn1eFUQbdk7gCsfZs9Xmu+ce6D9liv0GHxW7DcZz5/i/49GjamPnyAH9N23yP//337G7MN2mDYybIjk5dy70KVMm9HECVFakBRQvDt2XLJH7hLuaVwUVib/nnoN2dhVf8Q5Wqc2Y0fm6Pm0atK9SJXyxRjOPPw5fl9deE9vpyn/26AF9una1t710iZ/DrhojXsE99JwkWQP06QN9OnRQm3PrVuifJYu9La447dxZbS4VsJT02LFyH9Ve0VZEleZ/ebLf/I769ltgj6voZJXssQSW4ixZEh4XyctHiuvX+b/b99+LbfHGZ5484Y011lmwAL5+Tj3d06WDtjt2hC/OcPHzz/x77/JlsS3umTx9On0eaYLToUN8IP/+yxjjf/fYVdcaDLFMly7wfW6nOPDHH4LveYfkwmhC5RqyeDG0LVEifHEaogOzxmwwxBeeSAdgCA/m4s3TqBG8qZHJZGJEiwU2v5uU6NwZjkGp3MGVWqHeiMHyX1OmONtXqgTtZ85Um08k9WgnEUrFTqJU2B/oJ7Wx7bLM//2XH/vwYbWxI0WLFjDuN9+U+yxZAn10ZLb27fMvRPfpA3sTkcD6ZYmJSu7580N3irQbruZ96SXFmEOIyn4pzpLt1Cl8cUYTeJMbL2BjcDZt2DfFo5SmTeHrYtfTRFf+E/fH697d3va///g54lGWzgmdzT6sbkDp1Wdl82bonyOHve2bb0JbFQlPVXDFzaxZcp8PPoA+XKWNA8JKbk/Gmzc3iPvvh7ZjxiicXJQzeTI8N9y/CFeSvvFGZOJkjLELF/i/26+/im2xRGa2bGENNebBn69q1exts2aFtlu2hC/OcLF7NzxHLMVrBSdUqrTPePdd6NugATIQlUVduMAY4yud58/XOlWDIaqhJsueOcN/VE6cCG+sumD1HCfVp88/h7aFC4cvTkN0YNaYDYb4whPpAAzhwVy8eZo3hzc1Q4eq+Ys2e/BDRz7yiSfgGP36yX02bYI+GTLYVwYFA5xdNm2asz3e4JPZYypWhP4ffcT3yqhYUW3M/v2h/xNP+J8PhmRRQgL0373b/7xoU3nfPrWxIwXuSfDuu3KfVaugz223qc155Yq/l2fA367Xgy2iLvEK4B6jmzfLffD7qnlzxZhDCK6Gc1q0dLsZEC/gXm316jnbm95TYh54gLbJoSv/iRNrevWytxVd4+0qgeIVnX6Cr70GfShVh1bWrYP+TlVVeIMglH1tCqL2f59/LveR9upy4McDydz77z9Poq1mK75XHTKEPle0M3QoPLcmTeDxtm3h8VdeiUycjKnJPH7zDbTTbTmQWhk1iv69a71H9HiiS9Y9WKjcu+GEAkpFdIC33oK+TZsig6NH+Q/Bjcw9LEs4bpz6eRoM0Q412U2UUPLbb+GNVRcV9Zw1a9z9zjfEPmaN2WCILzyRDsAQHszFm+eRR+BNDaXvjBWRFCV+qEpTMsb3w6FkTIskq0IpXVm+PJxLlnFfowa0V5VdFPWCw9JUpUurjelUIZU+PTymIlkk6sVx4MDN42nSwGM7d6rFHSnwj//33pP74I3r7NnV5sQVJ8qLbCJNTQXdX/w+oFw6p093974MJatX03/IDRwIbVu1Cl+c0QSWWnXqbccY/2M5X77wxBntUL8DdOU/27eHPn36ONvH6nU4WOgoFQwaBH0efVRtTtyXza6vGGOMLV8evkUn3Df266/lPlgC8a676PPtfWEG8PV6rrPkChVtNQPxJlmoe0yHkxdfhOfWrh08jnvhPv98ZOJkzFFdkUNU8WWgM3gwfP0CCh8idJQeYg2Va2fDhtBWRR3n9dcl13gH3cRw9o01GCIFdQM+lpUqChSAca9caW+Lf+fnzBm+OA3RgVljNhjiC0+kAzCEB3Px5mndGt7U2PVEskMkhYYf1o0hKg8+CMeg9FxJTvZXDVr9vvhCfW4qd90F55JJydSqBe0pm0tWSpWC/gsXMvbZZ/C5okXVxsSSdM89d/PYLbfAY199RR/34kX+fWCVocqSBR7bulUt7kiBZWJnzJD7/O9/0Cd9erU5Fy7kX8tLlxQG+PFHfoCrV0muKv2GrGBpsXTpQlvNq4JKdRuW+GvZMnxxRhPNmsHXYeBAZ3uVTP/UBE4qsetDK1pU+fFH+fiqlfd4UyggA51aeOopeP6UTachQ9xdE/B3dpEi9rbffgttExJCcx1NSuLfb/v3y/3wtbR4ceKEmzaxHb6q8DvCc9leq5Ix9uyzcC5KtWes0KEDPLcXXoDHe/eGxyMpdS0SJLDLN9q/n39fXbsW3nhjGbxx3L69vW3RotD200/DFmbYwPfCd95pb4vbAahUHGPliCefRAaiH743ymifeSZ+r1MGQwBRyxMRycn+7wirraoaUaTAVdlO60kqvaUN8YlZYzYY4gtPJCYdMWJESB4Ge8zFmwcvkKlKFx07xv9Owg+dqgRcqTVpEs0PV9l98IH63FRwr4lPPnG2r1MH2k+YoDafSO7CrawFXpiyVpzkyQOPrVtHH1fUd+CPP24ez5ULHosVOaTSpWHcH38s9/n+e/61UCjgYxMn8v5HjigE/fPP/ABXrpBcRZVMhw7J/UQyZNEiK4P76ZUta2+LpTVD2QMsmsHyxlOnOtur9HlMTZQoQfvO0JX/bNUK+sg2crNlg/Zffql+TrEMfr0o1R7DhkEfTn5OwiefQP8SJextjx+3XYcOKqLrNaVP0IoV0Of22wmT/f47Y3nysK89NYFv1oz/ObrhRfuAHHo8gOXacG/jV1+Fx1VlbYPJli30hVCVakMDT5cu8LVzqhzFCYSUe9NYY9o0eI5VqtjbPv44tFVJfsUb8pxigkNjtQED4NNOVZ8GQ6yCfwsvWGBvmy4dtP322/DF6YbMmWHc27bZ2+JkLvObJ/Vh1pgNhvjCE4lJvV4v8/l8QX0kGP0WR8zFm6djR3hTgzOXZYgWANKmhf9XqTwLULkyHGP6dJoflibt21d9biqqGbtuemIw5m96bfX//HNefjJHDrUxnSpICxXi56Miknv9+++bx1WkO6KJIkVg3MuWyX3cLpJhuSOPR3HT/Zdf+AGIJYiyjV47kpP5KtENGxRiDiEffgjjqlrV3nb0aGhbv3744owm8Ia+TL5MpGprKkfUrnv4e5TymVeV5s6dOzo/o+EC97XDGzMiRo6EPg0bqs05fz70d5Ll/O8/Pvt+7161+SgcOMB/Xik5JOvXQx+nfoqMMX+pYs2ajHk8bKPnPuB7663OrrhPn+rGbDRzzz3w3HBCHD73Zs0iEydjjK1dC2Nxko8WJRDeaNVmIIDvz1991d6WWp0ey4wbB8+xbl1723btoO1LL9HnwdXK3bohA4cmwTjG2rXVz9NgiHZuvx2+z5cvt7fNmhXabtkSvjjdkJAA49692972u++grVNlvSE+MWvMBkN84YnEpF6vNyQPgz3m4s2De5v06KHmL1oIxpVna9aox6WSnWbllVegn2p/IBUKFoRzrVjhbF+/PrQfNUptPlGPkW++gc+p9qfDMjzWBVLVCkkrhw/z7wvrnhSuhly6VC3uSKFTVSnaLL3RroQEloFV/kwdOcIP8M8/JFfRAt/Zs7RpcUb73LkKMYeQ8eNhXPfdZ2+Lqzfr1AlbmFHD5cv8e+CHH5x9RHvSFy+GJ95oJkcO+Jps2mRvi+U/nbKXAzRpAn2GDXO2Tw19q5x46CF4/iNHyn1GjYI+DRqozTlrFvSvUMHZHm/O69xPycBVYdT7CCwlLO2v27NnivEqz4PAN39+Z1e88O503Y418Hclvt/FiSr16kUmTsb8yhXWWJxkZR2UGA0EGjWCr93w4fa21apBWzvJv1jmrbfgOTolCeDqS5Xftp06Qd9evZDB+fP8G/uGRMa8efDpUqXUz9NgiHZU7mVjUTHo6lX+I+4k83/wIG//n7MogiHOMGvMBkN84YnEpFeuXAnJw2CPuXjzPPccvKHhMiUl7N4N/RMTg7P5g6vlKJVajPmr8sK1oJ83L5xr7Vpn+4YN1RcjreDNqfXr+X4wPp9a1hpeILX2eixXDh6bM4c+rqz3TJky8Jisf2O0oJMJ+fff/GtxI9mYxMMP8/5Km20inTprOacDP/3Eu1K/ZurWhX6jRyvEHEJGjIBxOVUATZ0KbWvUCF+c0YJIoVa2vyySLDQLw/7+o9bXxOk2JHt2aEuR/3S6novQqYiOJ/A1atw4uQ/eqLr/frU5VSqYGeNl0z/6SG0+CsuXwzkKFKD5KSUooZXzzzxNga9TL0bG/CoSVvuKFcmnF/XgSl58LzllCjxes2Zk4mSM3+AuX97e9tw5/nvg2LHwxRrrqLRa0G3LEEv06wfP0Ulm+Pnnoa1KL8Ann4S+XOsNkfb+4cOMMb7CVlYZbTDEIljhwkk2NBYT0S5c4D/iTm0yfv2VtzdJkakLs8ZsMMQXnkgHYAgP5uLN06sXvKHp3FnNf/t2foHo7rtdbGbcQLf/He4v5iTf5ZacOeFcTg2sGVOv7sCIMvbcZq3ddx/0tfZFpDYhF7FrF/RNTITHK1WCx2fMoI8dSRITYdy7dsl9RBVYP/1En7NWLd6fspCdgmi35s8/Sa579kA3FdkULI8VSrlfFQYNgnE98oi97cyZ0LZy5bCFGTVs3Ahfg6xZ5T7//MO/5ZT6ZsYh16/zr4lTX0FRQoiMBx6APmPGONu7qRKPB26oXaY8pkyR+0yaBH3uvVdtzsmTof899zjbN2gA7d9+W20+CnjTx6kvqxWcIGbb5eCHH/w3hxbjRYmtge+ddzrPhXs33nGH0ilGLcnJ/H0FXmydPRsed9qUCzUq799//+WveTf2UQwEcJLerFn2tvXqQdtoScgKJnjTr2tXe9sXX4S2HTrQ53n0UejL9fJNSrK9qcfXRJ/PyKsb4ov//uPf/k7Vdbgdy2efhS9WXU6f5s/x5El7e1lbFUP8Y9aYDYb4whPpAAzhwVy8eV56Cd7QtG+v5i+SmKpeHT73wQfqceH+ZVTN+jVroF/u3OpzU8HVZF9/7Wyv0+/Iab4tW8TqkefP08d0+lvdey88NnEifdxt26Bv5szwOO65Q1mYjTSqP4oCJCe76yOFF/GFCxZO/Pmn2i8dC/jvmCkTfVqcfKCyQBNKsAxx27b2tjjh4O67wxdntPDRR/A1KF1a7qP7WYlnHIoOhOj0aVW9ZuNK7nnz1M4p1tFJVHn/feijWs2lInHMGN9Lq3dvtfko4KpIqvKCTCmAMebPFihRgjOc0+ULpWsrvrfLm1fnTKMPkVrhr79Cm8WL4fESJSISKmPMX5VsjeXBB+1tr13jz23//vDFGuvghXUnNZbGjaGtkxxprNKhAzzHF1+0t+3fH9q2aUOfp2lT6Dt0KDIQvbEPHGCMiWX5ifl4BkNMIGrB6VQZjiW0Fy4MX6y6HD3Kn6OTcsqZM7z9iRPhi9cQecwas8EQX3giHYAhPJiLNw/+EeUk2SJi3TronyePX3LL+tzYsepx4Yxqp+bQVnbuhH4JCf7KjVCQIQOc65tvnO2xVOTgwe7nc9vjpXx56Dt79s1juHJBpWfiF19A35w54XFc6aLzHgk3bqqi8N9u+3b6vFhq0ONh7NlnFQIXaZz+/jvJFVePqcglDR8OfR96SCHmEKKShb5oEbSVVbnEI7jvj9OCsBWdatt4RrRP77SAoJN1jSvi3n/f2b5iRWgfCvnKaEZngxRLhFarpjYn7mFYv76zfd++0P7xx9XmozB4MJyjRQua36FD/Hv6338tBsnJYo3sLl04ydAqVZzn2roV2qskq0QzImkyvBC5ahU8TpWADQX4vfLww872CQnQfs+e8MQZD9x6K3ztNmywt3X7+yIWeOQReI6DBtnbqr5PreDfPpxUd3Iy/6G90Zj5yhX+kNkUN8QTqr3pndYZohVRe42kJHt7UaJPaldNSW2YNWaDIb7wRDoAQ3gwF2+egQPhDU2rVmr+uHfN7be7l9J0U30iyvoKlcyD6gL4Y49Be6UqMMZYmjT8fKJNq6NH6WM6Scw1awaPvfUWfdzVq6Fv/vzweKNG8HgoZNOCjQulTk4eViZHG0CkZOTx+N9LZFy8SVasgG4FC9KnxQvAFSooxBxCnn4axtWrl73tZ59B26JFwxdntNCtG3wNqDLUulXg8Yqo2tspI/nOO6HtokXyOapUgT7TpjnbV6sG7XWq/WOZO+6A5794sdwHyw5XqqQ259tvQ/9GjZztx4yB9qHoq9yzJ5yjUyean2ih8Nw5i8HIkbxBpUqMXb6sLLX6/ff8UPEg3YeT2hITeRnvzZuhTY4ckYmVMV51pF07Z3vVRDrDTdKlg6+d08/WNm2g7auvhi/OcPHgg/AcnXrs4gS1xo3p89SpA33HjxcY+XzQyCILgu99KP2DDYZY4cAB/rvYqbWJm3YlkWLvXhizrL2GKDHg55/DF68h8pg1ZoMhvvBEOgA7tm7dyl555RX24IMPskqVKrHSpUuzUqVK2T5KU7S/UjHm4s0zZAi8oWnZUs1/yRLof8cd/k1G63MDBqiNee6c9n6GUMbt4EG1+SmIEkid+kkxxvdkU/kBL5rvu+8cW2GQKFQI+i5ffvOYmw3NTz+FvnhjBWc7v/EGfexI4aYJuY5cIGPivgYeD2N16yoEfvEiP8Avv5BccQVdyZL0afHm4m23KcQcQvBCWv/+9rbRVLkRKbB0GfWzqtNDL55RXVTR6eWLM7WdelYxxljt2tD+vffUzinWuf12eP4rVsh95syBPuXKqc355pvQX1atN3++/jWYylNPwTn69KH5iRQMTp26cfCLL/hF9Bw5GPvtN8YYL2t6//3Oc4k22MFmZIyydi08J5Es/o4d0CZduvDHGeDZZ2EsMjWDbNmg/VdfhSfOWEd0b++UKNm+vd5nOJZQaU0wejS0rVePPg9uvSCsxMcZmzt3phwqUgQeoiSeGAyxgur3USzeZ37zDYw5Y0Zne1GP8X37whOrITowa8wGQ3zhiXQAmDNnzrCGDRsyn8/HfD4f83q93EN0zOfzRTr0qMZcvHmGDYM3NE2aqPnjxau77lLrEyHixAn+RuvMGbp/xozQNxSVK1ev8jHeaEFhS9u20L5vX/p8di0vRP3tvvuOPq7TIj5eNHz5Zfq4H38MfXHuwhNPwONOmzTRwr59/N+AKl+rU6nCmF9aF8/p8TBWtqxC4Jcv8wMQUxtnzYJu5cvTpw2n3K8KLVrAuIYMsbfdsAHa5skTvjijBbxRNX06za9wYei3bFlo44x2du2Cr0diorM97o83c6Z8DiyZOX++s30w5MBjGZ1N7AUL+HseFbBqg6wafNMmaJ81q9p8FHDkRiI1AAAgAElEQVQSAFUtQJTMdewYY+z4cf9Ol/WA1+uXFrgBLi6USVCLlLKd+h7FCvj9JJKxFt17RKp6UvW+EL8NnGQyDTcR9bRyUobv2hXaPv98+GINF/heZM4ce9tJk6Bt7dr0eSpUIHz3pk8PjSxrCrhiKhZ6rBsMVGQtRDD16kH7MWPCEqYrdKr2RSpPhtSDWWM2GOILT6QDsHL16lVWrVq1lM2/0qVLs/r166dsALZq1YrVq1eP3XrrrSnPVaxYkbVu3Zq1bt060uFHNebizfPOO2qLNJiPPoL+FSsy9txz8Llu3dTGPHyY/2F86RLdH1fFUXo3qfLvv3yMhw45+7jJ8HXa48ESTipv7Vtugb5ff33zWJcu8FiPHvRx8fsCy0t27AiPv/ACfexI8e23MGaVLH6VhQ0ra9bwf3ePh7F8+RQCF+1mEzV7338futWoQZ/2+HF+WqokayjB/WXefdfe9ssvoW327OGLM1rAPTDXraP5lSoF/T7+OLRxRjtffw1fD9lGT40a0H7qVPkcWDJaJkv60EPQ3kmyLR7B33+U6ia3fUn79YP+sr7PP/7o7n6IAu5dSc3wF94H7U/i37weD5eJMXQoPNy8ufNcoq+xeOjt9d578JxEUqsi9YILF8IeKmPMrzJijUNWUV6wILSnqiekdkR/8/Pn7e179IC2XbqELdSwgfvyfvqpvS3uFVu1Kn2e0qWhrzDRJnNmaLRtW8ohnHAxdCh9boMh2sGtZQoVcrbHn4dYaCmC26RQFHAyZYI+27eHPk5D9GDWmA2G+MIT6QCsTJ8+PWXjb8qNtLMffviBqxC8fv06mz9/PsuTJw/LnDkzW5ba0/MJmIs3z9ix8IbmgQfU/KdOhf7Vq/sziq3PyXqUYES9ZlQqj3DlRSj07kVt3WQNqTt1gva9e9Pnu3CBn++GUhe3gK/S7wL3OPn225vH8IJD1670cWUbS1imqnt3+tiRAm8WZctG99Xt9TV7Nv9393j8mYpO/RAAIn1aovYJvj7IZOCsiHqJ/vAD3T9UYLmbSZPsbbdvh7aZMoUvzmhApE4rq5QOgK/DM2aENNSoB0sJ5s3rbI/7IE2cKJ+jWDH6Aipj7vrMxgMORSC2LF0KfYoXV5uzTx/o3769s72oSo+oEE0G97tcsIDmJ5LV2v/kUP7Jxo25mzjVSkrG+L9XPCzAYcnZpk15G0cp1zCjkmDDmPo1yeBH1APL6XeQam/IWCRXLniOTtWo+N5ZRQoav2eXLBEYOWRX4mRQpz7XBkOsgaveZd2NcFKJk2pLtIDbpBQrJvdxsxZjiH3MGrPBEF94Ih2AlYYNGzKv18saNGiQ8pxogzDAjz/+yLJmzcqyZs3KDh8+HM5QYw5z8eaZOBHe0Nx7r5r/hAnQv04dxgYNgs89+qjamP/7H/TPkEHNHzeyD0W2mkj+548/nH3cVOSJ5LWOH/cfy5cPPr92LW1M0b6RdQPHzYLD+PHQ97774PEXXoDHO3Wijx0pcDWfSk+9++6DvuPH0/xGjeL/RoHHP/8oBK+pQ+tWgjhnTugfDX3oVDausCxkmjRhCzMqEFUvUftu1qoF/WKh70gokfVlxWBZptGj5XPgnnrWnrIiHnkE2g8eTD+fWEckz713r9zv88+hT+HCavP27An9O3eWx4lVAoItm46lVtesofsmJkLf3Z5y8IkiRfw3MIi+faHZk0/K58JyldRq5mgG3wuJNoxFCWK//hruSP3galOZfKKpJNcDV5xnyeJs/9pr0D4eBYXwdfCbb+xtcZuDUqXo8+Ce4cLetDlyQKPNm1MO4d9OlGubwRArqFbntm4N7V97LTxxukFHSj5v3vi7PzHQMWvMBkN84Yl0AFby5s3LfD4fmzt3bspzThuEjDE2YMAA5vV6Wc+ePcMVZkxiLt48uNKrZk01f7yB0aABYyNGwOcaNVIbE/fcoWi/W3nySej/0ktq/hREfRJl8ondukF7laq506f5+QIZ5EWKwOepxcQi2VKrTOqAAfBYq1b0eGX9hVRl1qIBXDlCySgM0LAh9B0xguaHF1GtD6V8EG4VdzfJTafKwwqWarJ8rUUMHJNTtcwPP/CvO7lyMw5Ytw6eu4rEav360HfUqNDFGQvgfr1lyjjbN2qkfs3AySKyjZ42baD9q6/SzyfWEVU4U5SXV62CPgUKqM2Lq+effVbug7/jqT1sKSQn871zduyg++Oez994qtz8T/r0to14eveGfpQkIVJlT4yBq41EPbtFPaiJIgBBpxza/50929m+fHk1e4MffJ3Jn9/ZfsgQaN+yZXjiDBeqnwHVhBwruFJRmNiGjTZuTDmEfwNb8r0NhphHVVkGf8eFYk0m2MyYAWOuVEnugxP0hIkFhrjFrDEbDPGFJ9IBWEmbNi3z+Xxs69atKc8dPHgwZYPwkqD5yObNm5nX62UlS5YMZ6gxh7l480yfDm9oqlRR8xdVGImqClVYudLdAhxeeOrQQc2fwtGj/I/Vc+ecfXBvxmeeoc/3xx/8fH/95T+GM7QXLqSNefYsP2agKpExvkdQs2b0eLFsFu4vNHgwPP7II/SxI8W8eTDmsmXpvg8/DH0HDaL54V6NYCHWIXuaA2vJEleA3cpW1a0L/SlVUKGmcGEYk9OG+sGD/Ov+33/hizXS4O+Hu++m+zZvDn3ffDN0ccYC06apfde2aKH++jmsWQpp1y72Fm6ChW5VFpaKVeoHy/wVg1Z/ivwcrtqiyM1SEckIy/opW+FktTyW0mGH8uzu3aEfpVc13mz66CN6nNFKkybwnOz6lWl+hQcdvEm7dKmzfdWq0D4Ukv/xCK6Ak/U6ffttaK+amBntiKSWjx61t1fdYLWSNSv0FfamxeVCFukW/F2Pe7AbDLGM6tqAG/WkSDF5Moy5Vi25T/Hiat+NhvjCrDEbDPGFJ9IBWMmcOTPz+Xxs586dKc+dPHkyZYPwp59+4nz+97//Ma/XyzJnzhzOUGMOc/HmmTUL3tCUL6/mL9roUV0IxSxeDP3vuEPNH9+8Nm6s5k/h8GH+x6pg7x7Qqxe0l0mLWTlyhJ/v/Hn/sQoV4POzZtHGdNp0ZMzfW8Z67MEH6fFiuaPHH4fH8WJGKP5GwQa/r2WyKlZwVesrr9D8cHN360MpOxGXeRCbN7nZ1GaMr1CinncowXJ6TjIwv/7Kv+5Uic144I039D+nWFYoNVWniVBNnHnsMWg/cKB8jmzZoI+sB4rOZlW8oCMTzph/09XqkyuX2rw62fQ4wWTAALU5nRAlO1nvA2TkyZMMr6eeB/z/kDQtfvpp9fce7h87YQI9zmgFb/7aSTHjjViLomFYcdgXEYL/ZqldapqKqozfmDHQXrWffLRz/Dh/nRIoF6eAr9O33kqfC2/GC5cL8ueHRqtWpRxatgweKliQPrfBEO2oKgA9/7y735GRAF9P69WT+2B1GiOnnbowa8wGQ3zhiXQAVkqVKsV8Ph9bZbnZZIyxLFmycNKjAWbOnGk2CAmYizePquwZpn9/6N+mDT8mRbvdipvm8oz5e6JY/atVU/OnIOrNJassevFFaK9S2SjakPz3X/+xGjXg81On0sb85Rd+TOsmJ+5PqVIJKqs8i8XFDDeVsXghnppBWaUK/zcKPJSqJ3BKNLGJFa5gfOEFhTkZX80r6q8UbrJkob8Uv/+utigVb+DMX5Uf9p06uXvvxBtYdqxhQ2d7nFTQr598jkyZoM+2bc72OnKX8YLos03ZGPvyS+ijIrvLGJ800b+/3AdX26kkF8nYuxeO7fX65fyo3J7tHPBf4WnIWOXKfg1zB556Cs778svyuXDCzLBh9DijlTvvpC0q4r5o6Cdi2MicGcZhEbsR8sAD0H7s2PDEGeuMHq12j/zee9CeUvESS6j+5tqyBdrKejgGEPVmF/amLVQIGlka/m7dCg+lT5+6pOkN8U2PHvD9LckFYn36QPtQqDoFG5E6lgzdZG1DfGDWmA2G+MIT6QCsPPHEE8zn87Hhw4eD5xs2bMi8Xi+rVq0au3r1asrz58+fZ6VLl2Y+n49Vrlw53OHGFObizfPJJ/CGRlWlVnTjh7MnixRRGxP3RaxRQ80fVyCq9IqjotOb7OWXof1TT9HnE/04DlwGsIzj+PG0Mffv58e0Lgx+8AE8prLRijMG8Q8IHfmOSIP7KsoW+K3gH1TUBV68BmF9KPV043TgJKVFN3BbBTZ8OPTHvSgjAW7HaNMiizHm7yuKX/eTJ8MXa6TBvTPt5O9EuK0+jTcGDYKvh0xWGW/Oi3qTYXDlw7ffOtu7qWqPdUQJMpTqYLzwnDWr2ryPPgr9X39d7oMlu4NZcf/FF3DsbNkUnDdsYMU9PwH/JZmfYuy336SurVrBeSlVkfj7iLK5Gu1gWWC7ivYSJaBdMPtQUklO9m8gW+MQbp5Y0OmlauCr91u0cLZ3q9wS7ezYAc8vXTpn+2+/hfZp09LmSUrivxeEvWmLFoVGn32Wcujnn/kxLlygn6vBEM2oJo6++iq0b9MmPHG64fXXYcyPPSb3qVYN+hg57dSFWWM2GOILT6QDsPLhhx8yr9fLateuDZ5funRpisxomTJl2IABA9gLL7zAChcunPL8WJOa6Yi5ePPgRu6qm2ki6Yj16+FzefKojanaABuzebO7BTwKu3fDORIS5D6qshxWnDYk8SL+yJG0MXftgn5p0sDjbio5ZT0HcAPwWMhtwHK6Dz9M9+3bF/o++aTcJzmZsQwZ+L+71uLorbdC5y++ILm57SOH/86qEsbB5r//iIs/N/jnH97eqe9NvFG2LDz3mTPpvm77V8Ybr7wCX4+2bZ3tu3aF9s8/L5/D54M+e/Y426fmv9GBA/xn25J7Z8s330CfjBnV5tW5puJknUqV1OZ0YskSOHbRokTHY8cYy5WL3eX5Hvgv6C95090A99gcMkTug+8rKJ+JaCY52X/vaD0nu4QV3H9x9uzwxsqYX2ECf2YOH3b20emlalC/Ns+Zo3+/HgvgRIacOZ3tv//e/jeTE+fP837C3rR33AGNlixJOSTql0jpb2swxAKq8vdufjtHCny/TknoNnLaqRuzxmwwxBeeSAdg5a+//mJ58uRhuXPnZocOHQLH2rZtm7IZGHh4vV7m9XrZ/fffz66p6AKlQszFm2fFCnhDc/vtav6ijSAsr0KVdgmgI+1gZd8+/sdZUpLaGDL+9z84fvr0ch9ZXz4n8IZkYuLNYy1bqi+0MSb/Oy1aBI+rVJfK5MPmzYPHVaVtIwHe5JMt8FvR+YF04QL/PrY+unRRCB433lu/nuTWoAF0e/ddhTkZYytXQv98+dT8g41ow+/IEXv7f/9VXxCNJ3BPuw0b6L44A/fRR0MXZywgq6qW2csqMK9f59+r+/Y5+8RiZnew2LMHnrvPR/PbuRP6UStTAuCKqrfflvssXw59brtNbU4npk+HY1esSHBKSmKsenXGPB5WwbMT+FOlr3FiE6WyDMu0x/qGtmgjwa74EvcqfP/98MbKGGOnTvHxnjrl7KNTKWrgE0See87ZfuFCaH/nneGJM1x8/jk8v8KFne1/+ol/r165Ip9HpBoh7E2LtYEXLUo5lJzsT7i0HjZLDoZ4QfW7GyvJqK7pRIKePdV/b9erB33GjAl9nIbowawxGwzxhSfSAVC5fv06mzhxIitfvjxLmzYtS0hIYCVKlGBDhw5lScHeAYlDzMWbZ+1adwv47dtD/5de4hfeEhLU+i8MGAD9W7VSi+n0aeIPPBfo9Ldws2CO5XWsG5K4pxFVBnLjRuiXKxc8rvqD3ApeFMIZhrhq4Y476GNHCiwTqrJBp9p/jDFx30nro2VLheBvuw06r15NcqtVC7qpZkTixfSEBP9GRqQ4cYJ/Hf/8097+2jXe/sCB8MUbSUQb1AcP0v3xokAwZRFjEdyTsXdvZ3u8GdKxo7O9SBrtp5+cfXDigkz2NJ7QrQTEPfuoG4sB6teH/hSpaCyXF8zrKO41jMRLxFh2r6t7tgL/Dz6gzYt701EW07BMr9J3YBQikrk9f15sixcfR48Ob6yM6cny4mSxV14JT6yxjmqv0s8+g/aqrR2iHdWkwt9+o3+2rBw/zvsJe9PedRc0mj8fHM6XDx5euZJ+rgZDNIMr5SZNcrbH/VTr1w9PnG7Aye89e8p9jJx26sasMRsM8YUn0gHokmy6XithLt48sk0iGaIeZbqZmwFwX8P27dViunpVvU+KKps2wfFz5JD7DBmiv7jlVO2n06uKMb66q2BBeBxvHufNS4+3WTPoi3uXyeaORjp3hjH36kX3HT8e+t53n9xn2zb+c6S8kBugYEHovGIFya1SJeg2Y4bCnEy82HL6tNoYwURngRPLNgb7WhKtiPqeUnq0BXArFR1vqPbzVJUlvniR/3v98ouzz1tvQfumTdXOKZb58kt47tmz0/x0+g9bue8+6DthgtwnlNfRd96B4zZoIHFAWob3ejYB/4kTafPqyHGNGgV96tWjzRWt4I3fNGns30uye6pw8N13MAavV75R/fTT+vdNqZnGjeHrNmyYs/3q1dA+mFXG0cDUqfD8qld3tldNBgsgSswT3vfcfTc0mjPH8TC1stpgiHYqVFB7b0+aBO3vvTc8cbpBJ7HFyGmnbswas8EQX3giNbGRBA0v5uLN89VX8IYmWzY1/4cfhv5vvCFezPr7b/qYzz4LfZ99Vi0mxvwbdtYxVKTxKKxbB8en9Fl0sxjrtJiJX6/u3Wljyqr48Jwq740HH4S+WJpywwZ4XHVjOhI8+SSMuV8/ui/uIVWtmtwHZ4TjR6lSCsEXKQKdly0juZUuDd0WLFCYk4l7/n3/vdoYwUS0uC9b4EyfHtrv2KE3919/Mdatm79yOBa+fnAvWeoGSgDVBb14R3WBf+BAaC+rpD97ln9vHzvm7IM3hx56SO2cYhndBBjRxjmld2EALBU5ZYrcR1Qd6tQ7VQWcuNS8uYPxd99xjXHr+9YBf2plW9WqcN4PP5T74GsK5Xs0mlmzhn4fqZpgEApw0lKmTHKf7t3d38+nRu69F75uskQC1R59sYZqFdLff/PXzOPH5fPs30+8vlesCI3QLsn99zv/BjIYYhXcfnPxYmd7nd+/kQb3WXz9dbnP449DH1lvRkN8YdaYDYb4whOpiXPnzs169erFvv3220iFkKowF28enR/8VnCW69tv6/8wC9ChA/Tt00ctJsb8/fKsY3z8sfoYTuAKuAIF5D5vvw19GjWiz4c31HLnvnnshRfgsU6daGPOnQv97r4bHtfpsxigTh3nxQ0s0Zo1K33sSIF7Pb7xBt0XFV2wsmXlPvhHFX4obaoWLw6dly4luRUuDN0++0xhzhvkzAnHILY/DAlYqjddOrlP1qzQZ8sWvbmtyRTZsqlV40WCmTPV37NWZs+G/uXKhSbOWEFVWvLNN6F9ixbO9qLeSSdPOvuk5ipPLKFdqBDN79Ah/nW+fJk+b5Uq0HfaNLlPcjJfybx7N31OJ/r3h+O2bm1jeO4c/z3i8bDG5Y6Cp4YPp81bvjwcavZsuc/8+dBHKUkmClE5H1WJ4lCgkxjXuzf0efrp0McZD6hW6bjt/R7tvPEGPD+ZAsulS/x1mtI/Gvd7t5WQxhfy6dPBYbxZoJJQaDBEM7hjxZo1zvazZkH7ChXCE6cbmjSBMcsquBkzctqpHbPGbDDEF55ITez1epnP52M+n4/dddddbMSIEey4yk6KQQlz8ebBEkeUBXMror4oOr2QrOD+dQMGqMXEGGP33APHoMpeUdHp94GrNR58kD4fzjS3ygfhBb4nnqCNOW0a9KtaFR4XyUlRpdSqV4e+uC8R7k2XNi1t3Ejy0EMw5nfeofsuXgx9ixeX++CK0/z5+YULch8qvGP+yScktzx5oNu6dcT5LOAqRKTEFFY2b4axUKri8Abnpk16c2fLBsdZu1ZvnHAxdCiMl9I30wp+z5coEZo4YwX8nTR5srM97lsqSyj54w/+e/fMGWef996D9kqyxTHOJ5/ovT9Fva0uXKDPizfGZs2i+WXODP22bqXP6QTewBH2ukxO5vWzPB7GunYVqkhQKFUK+lGSuJYvhz6UxKxoBkuv1aplb2tp+xh46cPOp5/CGIoWlftgqeS2bUMfZzxQrBh83ZYscbaPxXtqFV5+GZ7fU08524v6R+/fL59n+3bokyGDjaHkRw7+vJqNcUO8gJMmv/7a2f7jj6F96dLhidMNeG2L0iMZy2lHIonHEDnMGrPBADl9+jTbvn07+/TTT9ncuXPZwoUL2dq1a9mPP/4YEyqankhNnD9/fub1esFGYWJiIqtXrx6bPXs2u3TpUqRCi0vMxZtn715+00EFLIMzaZJ/LSkhAT6/Zw99TJ3MLUzz5nCMwYPVx3BCZ/EbS+So9M/BC2O3337zGM6sffhh2piyvgCiXpJJSbSxZYugOlKPkQa/11U2nXHFaf78cp9evaAPrkDyePyylSTwLh2xpFb1h6AILLUkq5wKJTp9evLlgz66G3uJiXAclHAedXTrBuPt0kXNX6fKOp5RrQhR/b44epS/Pvzzj7NPLEo/BQtcQU+tkD12jH+dz52jz3vXXdB3/nyaX65c0C9YsunPPAPHfe45gRGWP/B4/BU0V66wNm3g01TpS7wB8umnch8se37LLUqnGnVgeddmzextX3kF2kZiow0rIWDVCRGqUskGP7lzw9dNprzw/ff8R1SlN2q0g+9HKK0U8O9QStU1TiKzba2AM36QVvTgwfTPtsEQK4jUDGTrO0uXQvtixcITqxtq1YIxyxL6GNNv92KID8wasyG1c/HiRTZ37lzWtm1bVrBgwZS9LdEjQ4YMrGbNmmzw4MFs7969kQ5diCdSEycnJ7MNGzawDh06sCxZsnCbhVmyZGHt27dn6yOpyRZHmIs3z759/I9KlY2aatWgbyCJMksW+LxKtvsDD0DfsWPVzokxxjp3hmM8/7z6GE4sWADHp2TEjRsHferWpc+HM7etN9iqlSYBRo2Cfg0awONHjqgvOAfA1QELF8LjbmXaIoFEUcgR3B8mRw65D1547dmTf80OHiQGULYsdJw7l+SWJg1027mTOJ/DeURSdgX33aRUchYqBH2WL1efV9SLUUWiNhLgRA3VeOO9J5IquIh30SJn+4kToX2dOs72hw/z7zFZjtlHH0H7ihWVTimmmT4dnnvlyjS/Eyf411lWqWmlRAnoSyzmZrff7v46JALLYr30EjJYv55fEcyZ03+DwBhr317ib0OBAtBv5Uq5j0j+L5Y3QXD1ZocO9rZ4w4GaCBZM3n8fxlCzptwHSyU79rg0pIB7H3/zjbO9KKHvypXwxBoO2rZVv4/MmBH6bN8u98G9aW1ldCUZgzgBk/JZMRiinX//5a8zhw45++BkwYIFwxOrGypVgjHPmCH3MXLaqRuzxmxIrezatYt17NiRZc6cOWUPK7CnJXsE7MuWLcumTJkSVcVxnkgHwBhj//77L5s3bx5r2LAhS0xM5F64AgUKsH79+rF9+/ZFOtSYxVy8edxUiTHGV0UEKsWwNKHKHneNGtD3/ffVzokxf78H6xiPP64+hhM6/bVkFXtOLFoEfUuWvHkMbzxS+0hhCUuc4XrqFP/eOHWKNnaRItAP9647fpwf++xZ2tiRQrfygzH/4o7V11a2yALeKB81yt8j1PocuR+ehq7d1av83+jAAeJ8FvCPpnbt1McIFjpVQ3fcAX1kUl8izp3jX0vVirxwg98ylF5pVnTe8/EM3uBZscLZfupUaF+jhrP9jz/y77H//nP2wT3QypRRO6dYZvJkeO733EPz0+n1aAV/Ny5bRvPDG8w46UaXRx+F4w4caDl47Bhfuuj1gqZDXbvCwz160OZVrZBiTJxYFO29XJ1o1w6ei1O/7ZEjoe1DD4UvzgA4qax+fbkPjltVqjo1Irr3ksljuknoiwWwwvGQIXKf7Nmhz+bNch/cm9aq1gKoWxcajhsHDmNZxTvukM9tMEQ7p0+r3/9s2ADtc+cOT6xuwL/3FyyQ++Aqf5kMsiG+MGvMhtTGrl27WOPGjblNwXz58rHmzZuzIUOGsClTprCFCxeydevWsWXLlrGZM2eyMWPGsGeffZZVrlyZpU2bFux55cqVi73zzjvsShRkuHkiHQDm5MmTbPTo0axixYrCXdZKlSqx8ePHsz///DPSocYU5uLN8+uv7hZc7JQLZRtETpQrB31nz1Y6JcYYY+++C8d44AH1MZzQqT6YMkVvQZIx54VcnaxuxuTST//8w783bhQNSJE1MRctsp44QRvbLRcvMrZjh/qGZNGi+u9p3M/R45FXPuCiv9mz+Wo2cgwa6ZDnz/Mx//YbcT4LWJ1OpfdmsNGRVNT5oYgR9YeLxAKvCrfe6vwZlqHzno9n8Ou5caOz/YwZ0L5SJWd7kWyz7PXW7cMXD4wdC8+dmlhz9iz/Oqu0Dse9ZFetovmpStRSadwYjpsi6Z6UxPfZ8nj8JWEWdHvj3XIL9PvqK7mPKGkpXPcNoQC/9m+9ZW/rJsEsWGA5+5Yt5T66n7PUzN9/q19jTp7kfeJpiQAnzFF6gun00MbfibYbe7hJ2ejR4PDGjfCwrVSpwRBD/PILf52RrRl9/TW0jwVpcB0J9AEDoE+wE9MN0Y1ZYzakJjp06MASEhJS9qgqVarERo8ezY5QF4pvkJSUxNatW8c6dOjAbrnllpT9riJFirCvKD8MQ4gnorNL2LdvH+vbty8rWLAgt1GYNm1a1rRpU7Zo0SKWpFL2lUoxF28eUT8dlY0TfBO1dKn/eTfVVroSXFawdBqlwk8FvCknq+5gzF2/p1mzoG/58jeP6crEvfwy9MOVXUlJ/Hvjp59oY+fIAf02bYLHL1zgx9bZfFLlxImbm9d58ypIdDJ3veh+/pk/X5mkKl7cWLOG3+cjV3VhLeAPP5S6uKkgtYI3Oqzv3XAzflI674IAACAASURBVDyM5b775D64kk4nYUFU+RLN1VqXL/PxqooX6Lzn4xlVuTNc7Srr94XlFxMS5DEtWwZ9ihShn0+sg6W5qZVNosQJld9DOpVzjPkTf6x+qOWVNrhHbMrC+3PP8SfapAmnQd+nDzRxksm0kiED9JNJKDImvi5R70miEayW4fQ3xd+jVEncYKLTBxFX6taqFfo4Y53ffuPf57JqQLeJC9GOXTsLJ3RkmfH3ru192kMPQcN33gGHRT0hZRX9BkO0g9/XXq+8Lc3//gd90qcPT6xuwEnOq1fLfbCcdosWoY/TED2YNWZDasLr9bJ06dKxrl27soMqi6kOXLlyhc2ePZuVKlWKeb1e9kaEe/F4Ijo7keTkZLZx40bWsWNHljVrVm6zMEeOHKxbt26RDjOqMRdvHrdZpwULQt9AHxncr01Fnk6nNw1mxQo4Rv786mM4gftDUbK5dXseiXyrVLl5DEvZUPohMuaXArP64cz/5GT+vfHdd7SxsRQmXgwXSSj9+CNtbDdgWdVevei+OhUPAUSSqn//bW9//Trf9mn3bn/1nfW5ESOIAeDVZYJur2iR6vx54nwWcP+JfPnUxwgWuJqR0q+zalX9a1kA0WJRsLNoL18O3gKUaENTVa7s99/5Mf76KzjxyThwwC9tO2aM8+csXOhcS7Gs9J13OtvrLMKsWhXa70m3XL7s/64IBUOG6C3miHrwHD5Mn1dH9o4xvQoaCsJNKqyh7vH4S+gF2WP9+0OzNm1o8+Lvtz175D7JyYwlJkI/nb640QJOhnOSjdW9zwsm3bvDGCg/OadNgz5Vq4Y+zlhHdL8gW4S/dMnddSna0Uk6xfLwixfLffBvLdvKfVz++/bb4LCoV20sVzsbDIwxtm0bfE9nyiT32bsX+vh8oY/TLTjJmXKfhpPOKL8vDfGDWWM2pCaee+45dvTo0ZCMnZyczD7++GM2b968kIxPxRPR2TW4fPkymzdvHmvUqBFLkyYN2Cw02GMu3jx//cX/iPnjD7q/XTb8fffB5ydMoI8pqz6jgPtfpU0bXHm7MWPg+BQJU1zpV6ECfT6nisXPPuPX8Sh07gz9RJtl6dNDG+rHJiEB+u3eLbehLBC6pXVrOGe9enTftGn1FyZFn7Pff7e3F0mw/v47Y08+CZ97+WViALVrQ8f33pO67N/Px6CzWL9rFxwjIUG+2BUqBg2CsTzyiNynVi3oM3my+rz4ehR46Gy4ighUduTJQ99wcGLTJhhnlizqY+jIpAWDixehnGfu3P6qgEjKm4o2lQ4dcvb59FO16/rWrep/s2juDbN0qf/vmCEDY+3bO18vdXjtNXjurVvT/P77j/9bqiRPZs4Mfbdupfk1aQL9nOQoVeDa0w49wpf3pU8v/hJnjA0erH5NvXaNfw1lPdYC4A3WL76gn2u0gWWHnapJcW+0woXDF2eA9u1hDE49EwPo9OtO7WzZAl+zzJnlPm4+U7GATjVgmTLQh7LWhFtB2LZsaNbM8YIs+p74/nv5/AZDNLNuHXxP58kj9xH1xw5V4lewwIofFIUDvC6ksr5giH3MGrPBEF94Ih2ADmfOnGETJkxgd955Z0pjSLNB6Iy5ePOI+sypJARkywZ9A1VVjRrB58mVTkxPegoj0skP1mI8Y4yNHAnHpvQTmzMH+sgk46w49Z9ZswYeu+022pht20K/vn15G/z3/fJL+bii6sADB3g7nRtwt+DK1mLFaH5uF19EGwQ//2xvv28fb5+U5N/EtT7XsSMxALxjP3681GXnTuiSJg1xLoSokuz0ab2x3IJldSlN5LEE37hx6vN+8QX/GgRrAQ9v5Fav7n5MvKirU61y5Yraez5Y4B5CgUf9+uGZX4ROIg6uvC1Y0Nl+82Zonz27PK4vv4Q+0dIn6fp1fkE4UybGhg71X0uDwUsvwfHbt6fH5uZznC4d9N2xg+bXqhX0GzCAPqcTuIptUd7n+ROcOdPWf9gwaNqkiXxON9VO+H2xbBnxRKMMO5UAO/Bmfq5c4Ys1wCOPwBgGDZL7LFwIfUqVCnmYMc/q1fA1o6ouUBLzYhWdxFGN1tts3DjoU7eujWHLltBQIIWFkxlkfYcNhmhn6VL4nqb8hv71V/77Xta3MJIkJ/ulU63x7t0r94uGPsGGyGHWmA2G+MIT6QCoJCUlsYULF7KmTZuytGnTpsiLBioIi1FXu1Mp5uLN41Yuy24z79FH1RcSGBMvvulkXYr6BP3yi/o4duBFsaZN5T4LFkCfu+6izzd2LPS9//6bx/DCcI4ctDEpf6O8eaHNunXycS9epL32OhIebsmZE86ZJo1/80+G256JqhKDeEMpsNiPexxQ3neMMS19OtxYPmtW4lyIaMqkfh6tfWNZXRGSVjMksORx4LFmjfpYGLyZlzat+wrN4cPhmA0aqI+h+yPbLVjmx/pIl84vLXnlSujjsKLT63f9emgvy9TG9pRqwO3boQ9FLiociCSZA49Chfxyi24rQnWuBQHw+5oqvc0YvylE/UzoVG9RwDLxyz0ou+uZZxz9R41Sv1aI+qUdO0aLF1cFzZ1L84s2RK+BUy9LHWm3YIO/C0eOlPuoVkIb+E3VkiVpfqp9bmMJHQUPnb6t5ORP/APq9dc5Eyxx+vHH8vkNhmhGpyI8ku0GdEhK4uOl9Dr+8EPoU61a6GM1RA9mjdlgiC88kQ5AxqZNm1jnzp1ZtmzZuE3BW265hXXu3Jl9SSntSeWYizeP215wdn1k2rWDz1OlEIPVRyM5mf9BGcwKtTfegGO3bCn3Ue0pZeXdd6Hvgw/ePIblCzNmpI2JJcuGD+dtChWCNp9/Lh+XWi2Dm4AHY7PEiXPnxAvOTotyAU6d4v1OnVKbH8u1Or0fcb+hwALR5MnweavUrCMNGkDHd9+VuuhIydiBpdQoG82hoFMnGEfv3nKfpk2hz7Bh6vPiz37godPPEDN0KD8udbHdjueeg+N16qQ3TiQWLLt1E7/W+PMUTmnCgwf5GJKSnH1UKwJx1QmlnyCW/9WtEg42WOJW9KhVi7Fvv9Wfo0sXOF6PHnTfNGmg765dND83lej4fd29Oz1eJ/C1eYOn7s3/VKki3U2fMAH616kjn1PU+5paVS7smRiDHD7MvwYXLtjb4z5OXm/4ZZOx3DZBqZzrc1qgQOjjjHVw30Zqv3JcsRYvywKiBXuKrHPdutCHov6Ak/CaN7cxfPxxaPjaa5wJ3qCcNEk+fzA5e9Z/nxMpxQ5D/IF/g95zj9znzBn+8xvN/Th1lbVmzYI+Km1kDLGPWWM2GGjs2bOHDRgwgHXr1o2NGDGCHQ9H/xkNPJEOQMSBAwfYq6++ygoVKsRtCiYmJrJGjRqxBQsWsCvhToWPYczFm0dU2fTDDzRf0WJXQEpSdzFLdCOp0hPRCt6AWrFCbxwRAwbAsVu1kvssWQJ9ihenz4creho3vnlM1ACcsnBUrx70ExWVlSwJbRYtko9LzRYsUgTahFoqDC+GBx6UysXfflNbzBOBF2+cJJLwomvt2v7n8UbTHXcQJ9fQ/MW9LYsUIc4l4K674Fhz5uiP5YY2bWAc/fvLfbCs2uDB6vPi/qNuxsLgjY5gLAw2bw7HEyTHk8CbD+GQ2HrwQTgnrvayPtq1C8/i2e7dcN6EBPk1GlcMyfpQ4R5lhQrJ4/r+e/41iWSvxgB4gdzu4fX6ZZZ17hFwEtNLL9F9sXIC9Xby8mX+HKiyty+8AP06dKDH60SmTHDcrZ7q/n/kzEnKnpk6FfpTklaOHuVfh3PnaPHiXBdKFVs0smMHPA9Zn+yff+Zfs8uXwxcvY4J+lbPkPtHc5zRacVIMcSJPHugXqUSsYKPawzuATsUr+bcdbgjerx9ngu+jgnG/R+X332/KMWfNGh71BkP845SsbIdbBZ5wo5vA5EYlyhD7mDVmg8H/OahSpQqrUaMGOyuQSpoyZQpLSEhI2dvy+Xwsa9asbO3atRGI1hlPpAMIcOrUKTZ27FhWqVIlblPQ6/Wy8uXLs9GjR7NTqqUrBsaYuXjbkZgIb2qofSucqv1efFFvMcvNwhGmXDk4zkcf6Y0jom9fOPaTT8p93Gy44KzWFi1uHhNVp/z3n3xMnA0+eTJvg1/D2bPl44oy4y9d4u1KlYI2CxfKx3aDXW8yh/ZKKRw4wPtRpEmt4A3rVavsbQcOhLaPPOJ/3k56VIpGGRz+saPThy4A7uM3apT+WG7ACzZvvin3wZuKr76qPi/Oug08OndWHwuDF8yp72kncO+eqVP1xsHyhcFM0rADy3pNnuzfXMHV7oFHjhx+aSC3sqxObNkC58ySRe6De4CmTetsr5OAovvdEWr694cxVa7sr0wT/f08Hv/m6bBhahsmhAIQWzJnhr7bttH8RNLn1IWy116Dfo8/To/XjuRkxny+ZDDubk85/84r8cfazJkwrooV5T6HDvGvA/VvhxM2Bg6k+UUbuOI3b15n+2iQacPX1sWL5T5YqvyWW0IfZ6wzZAh8zWyr2BC4P+fy5aGNM1wcOcK/9yk95fH93tChch9yn2qCTM7TT0OT556Tzx8sxoyBc1N77BoMTgweDN9XDz8s9xG1maBUAEcK3YRg3J9RJQncEPuYNWaDgbGBAwcyr9fLHhRkj/zyyy8sbdq0YG8r8MiePTs7HWVyB55ITn758mU2b9481rBhQ5YmTRpuYzBfvnzspZdeYt+pNDkxCDEXbzFY+pD60oh6qASqhHUq7Bjzy5sGa8ESt10jqCqS0dkAXb4c+tx+O32+11+Hvo8+evOY7o/nypWhz4wZvE21atDmgw/k4+7fz8cj2kyrUAHaULLR3WDXm4zSHxMv1utI8RUvDsdYssTe9plnoO2zz/qfF1X8XL1KmLxFC+hE2BmbMQO6VKpEOk0hTzwhXUsJCxpKq1zvL5VKowCjR4vfe5TsWxm4ypf6nnYCVyKsXBmc2D75xF1cMq5f56Wlt271H9u1y6+YKPo7eDz+hIlDh0ITl05/wO++42N0qjDCfatKlZLP8csv/BwXL9LPK1S0agVjevFF/7kvXsxXnlsfhQvTN6HxJXHIEHp82bJB36++ovnpVsIwxksJN2tGj9eOpPNXuHgOeu6graTfYP586F+mjNxn3z7+daBu0HfsCP0oMtHRyLx58Dxk1QZu+jYGi3z54PwUWfj//Q/6ZMgQ+jhjHfImFUJnAzcW+OEH/r1PSdB77DHoQ0km6NkT+tgmceEL0Ysvcib9+kGTYCR1UOnTB87tJsHPYAjw0kvwfdWundxHpFQVqT70FETrUJTf2bjXvMoajyH2MWvMBgNjtWvXZj6fj40RyNL16dOHeb1eljFjRrZ06VJ2/vx5tmjRIpYxY0bm8/nYEJUf4mHAE6mJ27dvz7JmzcptCmbMmJG1adOGrVq1il0PZVp7KsNcvMVkySJeUJXhJMOAJTGbNKGNKZJi0wVXCAgUYLTp0QOO3aWL3Af3YqH0iArw6qvQt02bm8dE/fEoSRhlykCf+fN5G1y1MXGifFws5ZmYKLarXh3aUTYf3YA33QIPSmZtMLLgy5aFY8yda2/bsiW0DWz4nDjBx08qKNfQyXzvPehSqxbpNIVgeTzKj8pQoNNDCUt49uypPq+oT6DH416CJjmZT/Bw+/qK+v3o5ifpSNK54dgxPnZrr5Nr1/zXsKxZxX+PggXlvQF1WLYMzlO4sNxHdZFi7lxoW7asfI7jx/k5BIogYadiRRiTtXfT5cv++wtcxRd4+Hy0fsMNG0I/gupyClg6l9rP0k3vvVGjoF/9+vR47Tjb6UUunqMPdFAqp8WVqxTZa3yfZ3ePIAIv4D/9NN03mpg4EZ5HQEbcDt0+bMEEXze//lrus2cP//k0OIPvVaktGvA9/bx5oY0zXGzfDs+L2me9bVvo98orch/82ttW/XXuDA179eJMsBwjVSo2GODzSEgIvySxIf7QbR+TLh30c9M/OtTg7yzqOtS6ddBPpgpgiC/MGrPBwFjRokWZz+djGzZs4I4VL16c+Xw+9sILL4DnX3zxReb1elnNmjXDFSYJT6Qm9nq9KRuDPp+P1alTh02bNo2dp5T/GJQxF28xOXLAmxpKTzbGxJVr//zjPzZunN4PIx0pNjuefx6OFQw5vwA6N8lubh6dMop1G2oXKwZ9Pv2Ut9GpuMK9szJlEtvddx+0mzBBPrYbcM/FwOPee+W+a9e6v/GvWhWO8eGH9rb33ANtAwvkIqmWffsIk+OSnAEDpC54caNBA9p5inj7bThWMCrndMDSmaKqWUz37tAnUM2pAt7gDzyyZlUfy4pow8HjcbeZ++uv/Hh//603Vo0acJz339ePi8LmzXC+DBnEVXe//84nkAQe1M0eFXTkekXVfSKp5gC4zyVF6lGUXBJpBfvkZH8ChjUmUaXSiROMdeok7jFJqfLFssdjx9JjzJsX+lJ7fYk2sKkbsjhh45576PEKmTWL/eHJy8Xz5yE1TXcdZQTdBX/GeKnVxx5TCjdqeOMNeB4yGcnkZP9CpdWH2g4gGPjlaOH8e/bI/YIhz57awIoLffvS/PD9jRup8S+/9N+jhlvGVgT+7ZQnD80PS3wK9vA4OnSAPmgd6yaEnUT8nXz33bS4gwHeHPV4ontTxhAb6Gy6M8Ynl2zZEto43aDa/zsA/v2RI0do4zREF2aN2WBgLEuWLMzn87E96AfC8ePHU/a7tqG+HKtXr2Zer5fliLKLpidSE3u9XlaiRAn25ptvst+iuWNvnGAu3mJy54Y3NevX0/x+/pn/AXLliv/YBx/A56tXp42p+0NQBNbKp/bxoKDzw3PjRuiTKxd9PlyB1anTzWOizPKffpKPmT8/9Fm9mrdp1gzaUJTHcJ+8nDnFdg89BO3eeUc+thuKFuVfJ4/HXzUkA/ePLFpUfX5cjem0IYqlohYtunkML56TNvRxI73+/aUuuO+lm88PlistV05/LDfgvpcffyz36d0b+uhUrOAxrI9AUoUO33wjHlOlOhnz1VdwrIwZnaUtncAyzyqbMDrgfmiyjbhVq/zXYavP6NHBj2v6dDhH5cpyH9Xqvg8/hLZVq8rncJIJjxR//snH5CT9unMnL5f9wAPyeXAShqgHrx2U704Rqpu+VnR6/dmydy9jGTKww54iXDyqErM6iU9ffgl9yL10GZ9s8tBDavFGC7162d/T2RHJRdbLl/n37s8/y/2oPakNN8Eto996i+ZXsyb0003ImTbt5hi33UZrWRBKcG+vYsVofji5q1s3uQ++VbZVniEMvnIlNMmXjxZ3MMAS2h6Pc1KiwUBBV5odqy5s3BjaON2A1zBuvZXmhxOf7JKjDfGJWWM2GBhLly4d8/l8bAv6gTJ//nzm9XpZ5syZ2TWUJbh7927m9XpZGp3+TSHEE6mJ8Q6qIbSYi7cY3cUuUV+IgDIVljujZk7qSLHZgSWcXGfcW8D96SkVCzi7TGVRDFdDdu1685hI358iCZgzJ/TZtIm30Sg8Y6tXQx+7zYrmzaEdoS2eNlev8tn3gYfXK5cVxH2WdKQh8YboyJH2tk6bgLjyk9Rn5qmnoBMh7RNXvbVuTZjHBiyvGynplcKFYRzLlsl9XnkF+lD7AVnp2lX83vN4iBWgNuC+c9b3tK6cFH6vlyihH1+TJnCsYcP0x6IwaBCcr3FjuU+nTu7/vjLwdxGlalm1um/yZPXvu4sX+Tl++YV+XqEAL7IkJsr7vyxeDH1y5JBvauNNxenT6TEWKgR9ly+n+bnpsfzxx9CP0mNSyNmzKV8iP3hK297DUdG5r3GTCBb0SsoIgSsxKPeQupWrwUC0cW+Vb7YjWmWMoxmcTDZ+PM0Pq3JQ/TBYin3qVL1xgsXs2TAeaoIZTqzs2FHu8/DD0Me2nzPWOhb0mcD9N9Ok0U+2UqV+ff5z16NHeOY2xC/4fUVNqNNdZ4oE+PdqgQI0P9xeJcrWug0hxqwxGwyMFShQgPl8PjYL9ZTp1KkT83q9rF69epzPtm3bmNfrZblUKmfCgCfSARjCg7l4i8GL5p9/TvNzuhnSzfjUkWKzAy+olSypPxYGSwARCrK4PnYq8oJY0hSr2eA+ZJS3d6ZM0Gf7dt4Gb4S+/LJ83E8/hT521XZY4o+y+aiLKIvd+nCqUGGMrwCqUkU9BtxX0K4N4JUrfHwHDtw8Xq0aPEbKEse6SX36SF10FlfswNeKhITIyIzpVEsPGAB9Hn9cfV6R3FPgIZJPpPLOO/bj/vhjcMZ00zfnscfgWAMH6o9FAe+DP/+83Adv3rntCykCv6YUiV3V6r4JE6DtfffJ5xBJFoe7rxlmzhwYT/Hich+RLK5MlEOlJyyGIs8t4vvv+TipC8ZBSZ66fh2UJ+3wVAJjpkunPqRO1vyKFdCHIksaAG8WhFO2L5g0agTPg5I8gVUQPvss9HEG+O03/r1LqSw7fZr3i7SMcbSDe7BSpUIffBD66apylCgBx2nbVm+cYKHbD7tfP+j3xBNyn8aNiZ9LJ1mXG4i+l86pKThrg+XdPR55n1ODQQZ+X1GTByL53aWKTl9lxsRJ8+FKCDBEHrPGbDAw1qJFC+b1elmdOnXY9RsZp2fOnGHZsmVjPp+PDR8+nPOZM2cO83q9rEyZMuEO1xFPpAMwhAdz8RZTvDi8oVmyhObn1GtuzRp4jCqtgqUIK1VSPp0UNmyAYwVT2lhn4Zvam0+ETNI0WzZ4/Msv5WPiijpRP5kuXaANJQMVb8zabfK2bw/tKBn0uuCKBfyQZeJPmgTtKRVAGGpfGVGfqjNnbh7HCxgk+Sn8BurdW+pCaLFC5vffo2ORMEsWGANFom3IEOjTsqX6vDgr3fpwI/uEK4utj1Wr9MbE0nft2unHhz/jhH1pV+DKB0p2M+576/MFXwIP9xujvIcuXeL/pk7VfaNHQ1tBkh6HqPr8++/p5xUK8GtF2UxNTvZXrqncx+BFcFIl9g1KltTzxYkSiYn0OfF3WO7cdN8U3noLDPKlpxYYM1s29SF1zgkvwFE2gQPgBCQ3KhORpHp1eB6URJ8yZaDP/PmhjzOAaPGTkuSj2yM7NYN/k1GvLzotAUTcdhscp1AhvXGCxciRMB6qrDBWFHjkEbkP7lU+apSN4UsvQcP27TkTUYU+RZY3GNx9Nz931qxmw8LgDt3EKtzeYeHC0MbphnnzYKxly9L8nNruGOIfs8ZsMDC2ZMmSlF6DNWrUYH369GElSpRgXq+XpU2blh0V/ADo3r0783q9rHkwe4EFAU+kAzCEB3PxFqN747ZpE/SzbsDhPla33EIbE2/EuMl43LsXjuX1yqXKqOjo8GO5mfTp6fPJNtOw9NTatc7jXb3K38iKKo569IA2AhUdjo8+gj4VKojtsOwipdpHlylT+PO1PmRZkDoVQBi8R9ezp9hu505ol5AAZd/we4Gw18e/2ISdXh0ZXTv++8//+bOOR5HBDTaJiTCG3bvlPsOHQ58mTdTnbdjQ/r1nV0lKAUt4Wh/vvac35iOPwHFee00/Plz53L27/lgUsIzR0qVyn4sX+femqJraDX37wvGffFLuI6ruc6oKHTEC2jZsSIstTRrot3MnzS9U4CpQamLC/fdDP1nSjq5MKGP+pBerL6WXKWN8z9AMGehz4o3sLFnovowx/w6jzwcGWZ31MTCmTo+sffv496lMptSNUgRO/LLrcRztOPUZtqNqVegTzp5iuFI0Y0aan6h3oUyxIbWTJw98vWT38wGCVbGPe116PJHd1H39dRjLY4/R/IYNg35Nm8p9ateGPhMn2hjiL3VBmWVyMq/usnUrLXa32PVcj7SEuCG2KVIEvp+olYDlykG/2bNDG6cbdBWDjhzhP2+R7t9qCB9mjdlg8PPYY48xr9ebslEY+PcAgVTctWvXWN68eZnP52Pv6MpehAhPpAMwhAdz8RaDMw2pGWFr10I/6+KSrhZ7MDZiAvzxB3+zdvq0/nhWcBWXoGKaA2/8qOjTP/kk9O3XDx5X7a124QL/2ogk2V5+GdpQ+nNNnQp9atQQ2xFaeAQN3EcOP1591dk/GFVkuNrL7nxl/fr69JGuS/A8+yx0evZZqUuw5SFxk/pw9k9iTH3DJcCoUdCnQQP1uXFPIevj6afVxwuAs3mtD90NXbwIPXmyfnwvvgjHciNTK0O0EC2qihaBk2R0N1ft0Em0UK3uQ8VhrFkzWmwUqelwUrMmjIfa4wYXdMj6T+JFeJXrke49kxuZcTfVh+zoUf4C7POxpYP3gKfs5MCdEGXNy/qfUpOIROzYAX3TplWPORrAPaA3bJD7BKvHnA54Y5baKuT6df794abvbmogY0a9azKWMrdTqXAiOVncr3vePPWxgoWu3P2776rfu+H7nw8+sDEkNukuWBCaUfpeBwP8/RZ4UJKmDAY7cuVS/95ijP9cTZsW2jjdoJuofuIE/3mzqv8Y4huzxmww+Ll+/TqbMGECu/fee1mJEiVYnTp12PTp04W2AXlRr9fL9u/fH+ZInfFEOgBDeDAXbzG6/S4+/xz6WWVofvyRv1H67z/5mHgjpkULrVNijDGWlMTHEKxrT4MGcNx335X74IpGn48+X6tW0Bdv1tx5JzwuqwL980/+tTl5krcbOBDatGolj3X8eOhj1wsLb9pRNh91efRR8Y/lwKNNG2d/nV4mGHy+dht7ePEU91jCFW0kuSW8O9m1q9RFZxPcibvuguOFO4NUV+pMp7cbpkoV+/eezoZjAFGmf+BBkdMSgeXFqD1pRbz2GhxLp38jFdF3zj//0Hyx/G/nzsGNrXNnOD6WiLYjbVro51TdN3gwtH34YdocOvLUoQT3CaUuqM6dC/1k1XBuzhvfM330Ec3viy+g36230uc8cEDvnopducKvznk8jL31FielpdN/8+hR9c/dBx9A+2rV6POJPuexJuN1/TpXzElKZsB9C99+O/SxBvjsMzh3kSJ0X53K/dSKSN2D8iU6MAAAIABJREFUuqHaqRP0I6lLIESJNh4PKacsZOi0OmCMv3erU0fugyudZs2yMcQ/jmzKGvF3Rbg2RjJnFv8dBw0Kz/yG4DBnjl9yuEYNesJbKMmQAb6fvvmG5ocrc4OdhBdMdJNC//qL/7z98UdoYzVED2aN2WCILzyRDsAQHszFW0y1avCGhipbtHgx9CtR4uYxnUUjxoKzEWMFL6Bv3uxuvAB168Jxx42T+7hpYI17mL3xBjxevjzxR+0NqH8fnaoUXAVqt4FF/H0dFCpUgHPhXj7Vqzv7475sOhsI1H4o+PXDvcTw4mrlyoTJe/eGToSyNSzZN3YsYR4HHngAjkfZVA8mouzOP/+U+73/PvSpWVN9brw5an2oyOtZOXvWfkyPx78wpYpICtbNYu7QoerXD11w5a2K9CCuNHDT+1YE3oDEFeB24Oq+bdvsbXU3Y/GGHDUjPBScP8+/j6mL46INtBMn7O11F7oY4zf8bRIjOXR7MzPmr/DXuafiqscDH8Tr19m0aRrfJYiTJ/nhZUoNEydCe5WevqJ+tpTreCjZudNf4Um9n/v7b/4cKMkqONHp9dfdxa0C3kwuU4buq1sRlxoRfa8fO0bz1RCK4BAlD6r+vYNNmzYwFpniRwCsZiK7z2eMT7a0lY/GzXJtMnJwMumIEbTY3ZCczN/HBR5ukm4N4eW33xhLl+7m306l0j4UXLumf3+Ge3uOGRPaWN2gq8Yh6jn6668hDdUQRZg1ZoMhvvBEOgBDeDAXbzG1asEbGqqknNOCwZkzaot1AbDspNtKjmLF4HiLF7sbLwB+zSjZcKIFTGpPxKZNod+wYfB49erwuKyn3k8/8bEkJfF2OhI9b74Jfex6zurehKuSnMxvFOMNvzx5nMfQaOHH8fbbcIxGjcR2WNYVb5IvXQqPFy5MmBzrknboIHWpUQO6vP8+YR4H8CbJyy+7G0+VX37h3/OXLsn9ZsyAPjqL6Lhvh/Wh3EvsBnv22I/p8fgrpFQRJQ64WXwfPRqOhTe7g8l77+n/nTZuhL5p04qvh7ro9KxljLHs2aGfU5UboSWSENy3cdUqml8o2L0bxuL1yuUqA1y7xm+orlxpb69TwRUAXxtl37cBli+HfrffTp/z9Gn+symq+gfgcnSPx39TdPYsY8zdRl0A0YbG8ePOPm6uC6JN5Ej21bIqA1Argw8d0vsuCmZfYFV0NlsCqFzHUjuiPlbnztF8cR5Yp07q84sSEQKPv/5SHy8Y4F7L+PePHTpSxvhe7dNPbQxx9pPNDx3cHiIcn9lLl+z/hqTfC4aoAFeyeTx+Se9IIfruPXKE5hvJ6ndVBgyAsVKUkxgTt7E4eDC0sRqiB7PGbDDEF55IB2AID+biLQb3NZkwgeaHF86tVRf//svfKB0+LB9TV0rGDlwd6XaTw25c2z4VFkSbclRprIYNod/IkfC4am+a776D9l6vOPtdZwER31zbVbIEo7cbBZHsB5bL8nj871k7gtHbZdw4OEbdumK79u2hHZaJ+uoreDxzZsLkGnquqlWpMnAfmVBKyooQVfBevy73mzMH+pQrpz63XT+YwIMqhWnl00/hGKK+QTf2Achs3Qr906WjV8WImDwZjnfPPfpjycA96FQqkkUVPcGUwdORpGaMf9+sX29vi/s9EnIAGGP8gmi4eiSJ+OQTGEuBAmr+uH/hW2+J7UQyfgcO0OfRlcvCyR3FitHnFPUNdsxO37OHsfTpoUOGDH6t8xsEo+ezaDFadq+HZbJl/SKtiHraWU4prPz1Fy+fSbnP/d//9K6z3bpBv+7d3Z8DlTFj4NwPPED3VbmOpXZE9ynXrtF8cZLIk08GZ/5Ifzfo9t5csAD6UdQasMS6bcIMvog1aSI0w8mI7dvTYnfDqVPO95uq94WGyIDvMzwe/2/ySPHHH3w81B57LVtCP2qSXCTAvyWon1nVvuGG+MKsMRtSE3+EQT/5BKWyKIR4Ijq7IWyYi7eY+vXhDc3o0TQ/J+k90Y3Sd9/Jx8TZljobMVZwH7WhQ92NF6BSJTgupW/j4cP8a0LJGmdMLs/x0EPw+DvvOI+HF6gyZBDbffghtKtaVR4rvrlu105sF4zqBQr4XBMSxFUPTv0pH3kE2g4erB4HNQMfbwbjbGlRJaq0yqZ/f+hA0O4tUQK6fPIJ7TztGDECjheqDWE7duyA86dPT/NbuBD6lSqlPneWLM4LNj/8oD4m3nCuXJmXldq1S21MfK4qGxgiZs6E4+nInlLBn1HV7w68UUaVjaSgU3HOmH+DzOrnVBHXowe07dKFNkfJksH9nLsBV1mr9vvErVbtZJxFUlAqVWhYYpy6YI0/X3feSZ9TJO9l+5119iwvn+DxcFkeWCVPR35OKS6beVu2VJsTX0+//lo97mCwejV/7rJ7L8Z4OWSq1KxuEkAwoCpDiLj9dui7YkXo4tTh2jX/vW6vXv77xUiybRt8rTJlovu+/jr01ZHt377d/j4l3KoPASpXhnHMmEHz00nIyJkT+mzcaGM4ciQ0bNhQaIYLDVWSIXQRqWVYH8FqtWEIHadO8SoHHo9fTShSuElybt0a+r32WmhjdQO+j3zmGbqvVRLW42Hs229DF6chujBrzIbURIYMGViPHj3YcZlkjAYff/wxK1u2LHsD99MKM56Izm4IG+biLQZvSFB7JIwf77yYp9N3BGeZub02dOgAx8PVWLrcfTccd84cuY9Iuuf8edp8sipPLGH35pvO4335JbTPnl1sp1M9hRequ3YV2+HNx2rV5GPrgLOIixb1P58rF33RSvczYmX2bDjG3XeL7fDmM+4JKuoRI/1+1tBMKVgwuIt6eLNIpxLPDZs3097zGFypp7NphqtM8GP1avUx8WJx69b830x1swdL/9Wpox6XFTcbIqpUrAjnmjJFzR9vMD7/fPBiw59p6gJn0aLQ77PP7G1x/ylqdRHuxzp/Ps0vFGAFAUKrVMD06dC/SBGxnaiq/Pff6fPo9tOZOxf6lS1Ln5MxxtKkgf7Cxafr13lNcps3BO753KaNWjwBcPWyTK4V98ts3VptPnKVT4jBm2Yej19+VgZ+H1D7u+lKnwUDN/3BixeHvkuXhi5OHayVtFmyRLZvFO5Tmjcv3TcYsv0bNtjfp6jIygYTnMSyaBHNb+VK6EepSM+cGfps2WJjiCVQ6tcXmuFEWkqSpVuwQgx+UBNaDJED9wcOPDJlom/KBZtdu2AsiYl0hZFIymOr8vTTMFaqdDhjfPLS1q2hi9MQXZg1ZkNqIk2aNMzn87H06dOzdu3asTVr1rDrFFkuG44ePcpGjBjB7rzzTubz+ZjX62XDhw8PYsTqeCI6uwPr169nbdu2ZcWKFWOZMmViCQkJbB/qCLx582Y2adIkNnv27AhFGTuYi7eYZs3gDY2dLBcG96fD8lR4A8Y2E9MCroTDUpqq4Go2al8mGaVKwXFtG9lbOH6cv9mnSr3ccw/0w4vfqtl5a9dCe7sM9kWLoF3JkvJYqTKxwZBupIAXTQL9jqpUgc87SbfoyvBawfJ5d9whtsPZ9ljW6do1vlJM2j9r0CDoYFdaY+HWW9U/v07gqglZ38dgg6s98uen+eFFpoIF1eYV9aXAvdIoEsUYvKHVr59/Q8/6HKWaxQredNSRKLPy+edwvEKF3I3nRLZscK41a9T8caa/tSLeLTrfF4z5N1Stfk4Lo507Q9uePWlz4I3Vjz6i+YUCXJmn+tsA9zD0ePzysRg3UlmMqVfsB8BJElZZdgq33AL9v/pKYIS/8Dwef/aNYFURy9/p9CxjzK9AYB3nm2+c7akqA3bgDQPq5ynY4HvnwEOWsIOT66jqCURVw5CAqyrsEr9ElC4NfRcsCF2cqiQn8/dcAwdGLh58n1iiBN03GJLBIvn9wCMxka56Ekx0++Tizc7cueU+pCQMxhgbOxYa3n+/0GzxYmhml7QSTHAVKn6oJt6Ek3/+8d+DLFvmv3dOrYhyfAKPDRsiExNOLFbpc47XBaj3p5EAK1n160f3xRXImzaFLk5DdGHWmA2piYMHD7JGjRoxr9fLfD4f8/l8LG/evOyZZ55hM2bMYD/88ANLdsgg+fPPP9nKlSvZ4MGDWe3atVlCQkLKxmCBAgXYtGnTXG04BgNPRGcXcOnSJfboo4+mvOBerzflD4A3CL/++uuUYz/99FOEIo4NzMVbjK58Il6HwtIXhQrB48uXy8e8917o41ZvH0uW6fxgFoEzopcskfucOMHf6P/5J20+3PMQV5XhSsk+fZzHW7aM9qNVZ4EfZwrayRLpbD7qgLMBA3IhrVrB550yGqtWdX79KaxYAccQZTMnJ/Nto0SVt/hHiLSnDy51IGjJ4U2sbdto52kHXrz3+ei9dYLBkiVw/uLFaX7r10M/1Y3Nc+f4z32FCvD/gwYpnw4nuzV5Mn8dUO1RhT8TbiWedRbodBBJBv/8s9oYeCM4U6bgvT/xd+Hnn9P8ypaFfnPn2tuqfgcE0OmnGyrwQv3ChWr+SUmMpU0LxxAlNvz6K/9+uXCBPk+TJtCXupFJlZm2I29e6L92LTJYu5bPHrn1VsaOHhWO17UrNH3uObV4AuDNeeHGpYWePaE9VQ43AL726XwfB4N8+fj3kccjv28dPFj565gxxstK2+xJhAR8fXnxRbov/r5z2884mIgk2+3UHcIBroJWSSKQqbpQwNWt+OE2UUwHnBhBlRTG/bpvucXZXtTf1LaHGO6RYCO3gDdVsmShxe4GfM+KH6qJKeHi2jUox65yjYknLlzgpSqtj1deiUxcOhW5AdzIdoYbNy1F8D0Bd49miFvMGrMhNbJlyxbWsGHDlP2qwN5VoLowf/78rEyZMqx27dqscuXKrGjRoix79uzALrDPVbBgQTZy5Eh2Wdo3KTx4Ih0ApnHjxikvWLVq1djLL79su0HIGGNly5ZlPp8v4qWY0Y65eIt5/HF4Q0PVhsf9Lh59FB7HVROUxT688OO2DxSWsQzWDyOdBd/Tp/kb/ZMnafPJqjy6dVNb6KP2VVu3DtpRNkfwJsOAAWI7vPlYuLB8bB1wVUpAHrRvX/i8U1EdXqifN089jo0b4Rg5c/I258/z7xFRbyxcQSHNyB82DDpIGlkkJ/PrzHv30s9VhKhq59Qpd2OqgBe+qIuAWJo0Rw61eUXnja+5OpU7uEJ75Uq+t9dDD6mNWbMm9NeplLWydSscL3Nmd+PZgaWPvF7/ZpEKJ0/yf6cDB4ITH/5bUTPAVaRJdfv31q4N/aj9EYPNlSvue2gyxr9m777L2/z4I/+3VqlWUJX0DjBpEvSrXZs+J2N8n0wgOXvkCJ854vM5Zo889RQ01+0xljs3HEeWsPLMM2r3K5j774f+VInXYCJShAg86tZ19sUbpNSKng8+gH7hlHx87DE4t0qVXTQlIWDwpqvTfZcOW7cy9sADfpl6280mh3hk7yUrWM6SIneLwUkM+BHuljDJyXwvNqlixg1w/3FZ3+nLl/nztc27njwZGtaqJTQTbUCHWiISy+LjR7p0jF29GtoYdMAqHwkJ/t/NqQ1cdYofkUpgwEm9Ki0D+vSBvuHsn6tKo0Yw1rffpvsWLgx9qcmAhtjHrDEbUjMHDx5kffv2ZUWLFk3Z8LM+rBuB1kf69OlZ8+bN2fLlyyNeMYjxRDoAK5988knKC/mB5VeU0wbhoEGDmNfrZQ+prgamMszFW0zbtnoLi7gnCZajwwt1M2fKx7zrLujjth8SlssJlsQd7oFD6SHmpu8R7nmIK0l691ZbcProI2hfsaLYDmfgUiRFmjeHPkOHiu3w5qNKrxUVcFVKQKZvyhTaa8BYcHroYNmfjBl5m0OH+PfIxYu8HZaclVbajhgBHRo1cjS/ckVhoYTI1avB33RUAS+uUnte4r+b6iaX6G+KkysaNFAb8+JFfsx9+/g+l6pVufiz4rZXFK4aTUig9yxRAcuyqcrABsDZv04VeyroVuPWqAH9pk61t6UmZmDwZsvYsTS/YCNaSP3nH/VxsNSqSCZ3715o4/OpvS91M8yJqnS2YKnGlPujK1d4zWyPR1raiM/j9dfV4gmAe5+uXOls37EjtFetFMH3GEOG6MXthqVL+Zfb+n5yWtjGm/nUjVndJJdg4KYPM1YGmTQpdHGqgheDg3kdvHgRVv3efrt/E8oJLPag0kfQrYQxY3wfYvwISPSHi3//5WM4dIjmi6/zXq/zdV6k9nDkiI0x3km12Y3V6hnuEnydwBKtHg9jP/wQ2hh0wGov0XatCBc4cQcn4Hg8aj2Tg8WMGfrXl/79oa9uv+NwgO+Jx42j+5YoAX0XLw5dnIbowqwxGwx+jhw5wubMmcO6d+/OmjVrxmrUqMFKlizJypUrx+rVq8fatGnDhg0bxr766iuWpJrNHUY8kQ7AStOmTZnX62XtUFMOpw3CZcuWMa/XywqFssFPHGAu3mJ0F2teeAH6dewIj+tUJjhmyGuwZQscT7Qpo4NORYjox6eN8heHrIeVbLMWgzON7fptqWbgMuaXcbX62PVnctPPgEpSkn1VCs5WdaoMwxvCqv3NGKMtVuCKK7v3K14glS5QyxqGIkSSjceO0c/VDvy5Caf8Cpbfombm79wJ/dKmVZv3u+/413LWLPh/uwpeO/bv58e8eNEvvWV9Ll06v2wWhWvX/D2GrP47dqjFhTl4kI8zFPeCuPeSjdqXlMaN4ThOssNU3FRA4J6STokAD/+fvesOk6JI3zXDwrKwZJYoqAsCKogoYgBzFhMiYFZQETCDSlBEvRN+ouIZERTzSTDLAXqiKChBBO/EU1ERBCSDEpa07Hy/P9oeut4KXVXds7vqvM/TzwPbX1XX9ExXV33hfS/gbU0rPVz19OIGVpQXFLj189RT4c8Wvtfy8uyugRXApsHYqBphSoYFpBBgzHtJhEQ9MTjiSkLSrBnfT1hiwSWX8PY2Gj9EYlJbHM+pLYYMEW958NDRnmKwzbRCAYOSzZrF81lMEIX+/5RT+LauFZ+plFfpHZc22c6d3hpL9v3ZVO6pMGGC2K8uyYPIow8M2tvoAI8fz7dt3dp+zPfdJ64hgv+vWrV0q8/WrhXvoSnzhG2luOxaSpaXceN4ww4dpGYlJeL7/8svzcbvCtzfHXWUmMQRV/JTXNi929uD4f1XFGY6YdIk790xblx8fcaN3buJatUS58vq1fm/6dgkMoXHH3dfZyOtto6xp6yBTCpjxpi3bd2abxs1yT2LPw6yPuYssvhzgZX1AIJo2LAhJZNJmjJlCvd3XYBw/vz5lEgkqEpc0Y8/KbKTtxwoHn3jjWbtrr+eb9enD3/eNFAURP36fJsPPrD/PEHIHNRFRdH6JBI1d2bODG+zdas4lqVLza53wAF8O9Q8tF18m2rZyIIbYZUWJ5zA26toCqM6aU0g+/5/+019TlWxghs2k+8b8f334vWQagipgVS0q5hpe8MNIRd/5BG+wckna81ltJgbNph/VhVw8/Tyy9H7NAXqkYYUUaaxaJH9MxDE3Ll82ypVPOH64N9sdWmmTePb163r/f2XX8Sxmmary75zUwpkFZYvVz9/caJfP/4arvRFQ4eazYs2iFKNi471UaPUtuecw9vef7/ZNVzbxQ2srnOlT8TnLZEQq7CjJqdgBZhpgAuZns8+2+66mHT15JMklg0x5pW8GzxoSL/tWjWFlY2YwIS48ELe3laDtW9fvn1Z6Bmdeqp424PHmWeq2yLlZljQyMf77/PtGjaM57OYAGnuTRhBfGDihQ1lm4/t271Ke8a8YMfixfZ9IFAjN3hUqOCxfkQBUhEz5q3lddq2+Nvu29f8ekhNeMAB9mNG6n3Z77w0t89LlojXN93D2WrNytYrv/6qMMZ5V0NBUtqJcVgFesopom6uK510poAJm8FDWcVpAVwzl5VubRhkc9Ly5WIC2EUXlf7YRozgx9C5s3tb27VPaQI1c1HSRQcX5qws/hzI+pizyOLPBVbWAwiiUqVKlEwm6UtIMdMFCBcsWJDmcc1CjezkLQc6V003pEjlddNN/PkuXfjzJhUNmCVnKkavwqZN8sV2VLhQxsn0LUypcpDX/t13+fMY/AhbuJsyTpoEtRBHHWXm/MLgYxj9jwtwUxisEpQ57lWVPZhF7VJZtWJFuPMBWYsUScmCEyd0s4jlcyecoDWX0WJu327+WVU4+WS+T5k+WKYwbBh/bdRMVUEWSLapYJgxg29bt678/toEzpAe16f6KSnxqnyD52bNMutz3jy+XcWK5tWHKsjotVavjtanDFgF56qT9OabfD81a0afk2TvINOgLVZ46Wj98B6MHGl2DVe6zLhxww38OC67zK2foiKxYmP2bN7GRVs3iCuv5NubOltRI7RLF7vr+gGS9Px560rxgc/LM+Zuxne1TaZ8EIceyvfz0kt6+6hBaXz/XXKJ27hdkUqJSWIY9KxYUT2nI2X566+bXRcp32vUcP8M//qXF7A2TVZA3WOfqt0EuBdwoYRFGukQGWUjYLUeHq+84t73b795bAOyfnX3DpMP7rjD/Jr/+hfftmlT+3Fj4ud114nf/cMP2/friih00LaJbj/8INor173I5962rbJfZIBx0TC3AVaBnnce0Z138n+zpbXPNGT0oibrHlNg4uo++2SGzSIqbryRH2f79t7fsSq0dm19okEmgL+hHj3M22LQ+tRTMzfOqMDnddIk87Y2sgBZ/LmQ9TFnkcWfC6ysBxBEQUGBdQWhr1u4zz77lNYw/5DITt5y3Hwzv6C55hqzdsiTj04y3OiaaBsixZ1PB+mKkhIvEzjY54IF0fokcgsY7d4tbny++87sevvsw7ebNo0/j9UXIQVigqPyggvkdi4VQJh9p3IWlgb94JNP8v0fcQR/HqlDZdRoJSXiOCXTcCg2bBD7WbWKt/n73/nzqixLpKoL1YVB3r1jj9WaR62aUwHnhNKkhrv9dv7al19u1u6nn8R7YVOFPGUK37ZJE3mygI0mDOp5BJ/fVq3Mnj8EVh+oqldtUFQkfs4lS6L3i0AHpmtl6rJl4nhNq7xVWLlS7HPTJrO2WIHyt7+pbV1p/C6+mG83ZIhZu7iBtItRApWoZYx0iFEd6b168e1vvdWs3V138e1sHGxEEu29WhLBMIsff9u2bnMFAiviwqozkF3CNlEE35NxBItsIEuc+vprMSCkCjAhld6MGWbXRbrrihXdxh9kR6xRwyxpDnXMcA2qA1Ly3nmn/ZixAkUXgDUFBrbx6NbNvW9ZYa9/tG+vXk+dey5vq9LwliFq4gORmPzQv7+YDHr++fb9ugJp06tXN29rq/v+9deivTJJyoLPFel5bTTNXCBLoHjtNf5v9epldgw2UNGL+sehh0brXzZfM1b+qrtSKZEK1n/+ZWvTefNKd3zoK7r6avO2TzzBtz3uuMyNMypQ6gYTsnWwkQXI4s+FrI85iyzkWLFiBc2fP58++eQT2h5HtUEpgZX1AILo2LEjJZNJGj58OPd3XYDwsssuo0QiQeeU9i75D4bs5C3HgAH8gubKK83ahenw9O7Nnw+jLpUF0L791ukjcUCBbxf9OISLplSUQFMY9SpWFHXsqO8PAwyqDPx168Qxh+l/mGbf/fyz2PeWLfq+bdG/P98/OmQ7duTPy5zq27aJ4/zpJ/uxyIIlWEF60038+V695H2hWHzoBtpUdPJ3uGhPmgC/D9MgXRzACiVTWjpZgEdJOyUBOmZatvT+jrRTNg5X1PAKBihcAy1IOxyH9otszrMJhJpeAxM2XCvPUynRUfXGG9HGJ6tKCKvC9tGtG99u6FC1LTomVNTOiCuu4NuVhZ4bkUijHYV+GJOXcB6NSsVnu7bxgRVLtlWSGMwdzO7n/3D99Vb9tWjBNzetZENIqU81wGqOxx6zux7OVa6ao6745z/569ev780dSKUpS7wqKRF1kQ0LPunbb8W5xEWP76ST+D5MkgJq1ODb2NCs4xzjQm+I1StR54g1a8T+cJz5+eZzNQIruvFQ6Zbjs2ETTIpD1xsrYe++26PYC/6tbt342T5UQOrJRo3M28rW7rqEHwzA5+RoOp80iTfWCEkjPaSpZq0rcK3bu7c8SJYJNgcXIHWy7PjmG/f+VZXCBx0UnSUjTuDvjzF+vYzJf65MGa7ARIGbbzZv+8wzfFtXCvnSQMOG/FhtKIGRklknC5DFnwtZH3MWWezFli1b6K677qJ99tmHkslk+sA41vjx46lbt250jWl1UimClfUAghg+fDglEglq2LAh7dixI/13VYBw5syZlJOTQ8lkksZma9m1yE7ecgwaxC9oLr3UrB1WNyBt0C238OfDss02bxYXx3FoD2A1QVRx9iiBPmz31Vdm7erU4dt9/DF/HrOVfcpBFW69lbdXBaJcvhPMvnvnHbnd2rVi3+vW6fu2Bf5G0RF22WX8eaTJJZLTJLpos8l+N4sW8TYXXcSfV2lbTZ7M24UWjz/7LN/gyCO15p98wpvXqmX+OXVAatvSpDnCqp9bbjFr5xIkDwKda+3aeX9HTSeb1/cxx/Btg9phSBFmmvCBFZZxaZwgA6ILPa8OsgCurkogDEiDG9WZhxRpNlTKNlp3+Jt4+mmza0Rx+sSF4mKvIig4DhPabhWQzsp/5ny8+ip/XlP8IYUrLTu+d3v2tLuuMIexwAc96ijrEnxkJgDiEmPYaGUSuf9WfTz3HN9eI/+VEeDa1q/0x3Hl5Yn6l7KqphUrzK4rS6pS6SbrgJqRhYX6OSmVisbuESZHYAJMnmLMq6h1BTJE5ud73wMGb20Sd3ysXy8yl+D9U619UMPquefMr4s04VWq2I9dRlUtY1GIErCxAVLL+glWJrBlbZk9m7etWlXTOWaZtGihNL3uOt60Tx/zz+CCq67ir3frrd7+A6UxXH7bmQDOD4cfLgZpdMlROuzaJSbjBQ+b6jAV1q3zkvaOO87TkXcFMgw0b85SXFyGAAAgAElEQVTPy/jeCcnz1CKV8iimO3b05BdMAqW4P7Vhm3jpJf2arDwB6cNNZRqIRK3PESMyN84syheyPuYssvDw/fffU/PmzSmZTFIikUgfsjjW0qVLqUKFCpRMJmmWzWRbCmBlPYAgNm/eTHXq1KFkMkmdO3emjb+rpOONLS4uprFjx1L16tUpmUzSvvvuS7tdUkn/QshO3nLgorR7d7N2YfpIQ4bw5y++WN/f6tXi4n39erfPFARWVkSld5Fp15nquKDTAKRGlQjTZpwwgT9/8MH6/vr25e379ZPb7dolftbFi/V9I22nqmLzt9/EvuPQhwyiTRu+f6Q+w9++rAhbRrPq4pQjEiudcBrCzH6Vo3XOHN6ucuWQoAOWHPrCFgqgdmPjxlYfUwkMZB9ySDz9msCVSlH2OzV16BIRjR7Nt/Wre5FK7O67zftEurcgNe5DD/HnTKl88P7EVUlWqxbf7yefxNOvD9Tlqlw5WlY4BkpV+qymwGdV63QE9OzJt+3fX23boQNvO26c2TXwXWAa7IoTMgd0lGSRjz/m+6pYka8EwukwLKEGgTpBvXubtZNVdthA0Adjv08uBQV2k9LvwMSjjz6y7oKIxLXg//2f3h6DIM8/b3c9DBrYVoBGBTIP+JUcGzaIazysQLbSOQPEpemKjBSytUgQUda8ROLv1iVAgsFxxrz1lCvrBCaHnXuu93fUkHIZKzJ65OWJtPCMyeUOolT1fvkl37ZCBfuxd+rE9/Hkk97aEtccrnqltogyV6dSdtW6qBcd1CwX8PbbvHGzZkpT3Gd07Wr+GVygYh7A33bYPF0a2L1bfA89+KAYDMNgmSmQwQOPMLadMKRS/PsgJ8eMUUiG1q35seEaHPdlyaQ5XT0CSWWeeiq8DQa/gOhMi4kT+bYHHeQ27tJAlKRGrBYu7SrPLMoOWR9zFlkQ7dixgw444ABKJBKUn59PAwcOpClTpmiZME855RRKJpN0uwu9SAbBynoAiOnTp1OlSpUomUxSlSpV6Mwzz0zf2M6dO9Opp55KtWrVSkdm8/LyaF5pk5H/AZGdvOUw1aNDYKUF0jOiTkxYtq/MSYjZ1y7o2pXvM2pFyNat4jhNdapQo+aLL8zaVanCt8PH3WKvSkRihumAAXI72w02kUjRh9WOPmROpx9+0Pdtg1RKzJhFB2hQi4cxL6CI+O47cZyuuRiYmYjBEtwgqjSMZE5G7bOC6ZshnKRvviluzuMA0kW5aOS4AvW7dHpuQWzfLt5rGx29hx/m2556qvd3dJqaVhPt2iU+k8FEA0xsN5UmRprAYFViFGDCwHvvxdOvD/xpt2oVrT+UFmrQIFp/H37I91dQYN4WqSxvuEFti9qvL75odg1XDeI4gdpZ1atHo7CTBfWDznh04Ntm4ptW4COwksSSEZRu6/0b1/4K9oLnJVTxFYYA1xWuVZtduvD9hDnFMHHHltUBKemiPqM2KC72Aj7B60+duvc8rouRvn3uXP68DX13HJqusmpAxvTJB7ZabgjX5yWI7t3FMTDmJcfZoqREDJL6tLj/93/83xs1sk84QZrQbt28dQTKHcg0SBs04G1sJBG++Ua8P3v22I0ddRn99whWD9nSIwdRVOTpMJvg8cf569rSCaOzX7f1x/Vpw4aajpHGY999laaoEZ9pSmSkmfcDgZgM5MoSsWOHF8Tr108e5LaBjF506VKxGjbsu1PhtNP4PvLzxX6jFC1gJTJj3v23hWxP99lnvM327eLv+bXX7K+1Z4/I9GOSrBmFGvytt/i2YT6KskIqJX4PyPSjA86TLnq7WfwxkfUxZ5EF0ahRo9LBwS8DzildgPDhhx+mRCJBneLQtokRrKwHIMOnn35K++23H1eWGTz8vzdt2pTmzp1b1sP9QyA7ecsxfDi/oDGVssRMU8xAQ5qvU07R92clEG+BPn34PqPSu2zaJI5z5UqztmGBPhWQfg03ZbixDav4slnEojMs7NHBoJxqeoq6EA+DjMIU6VE/+kjcPKJjGrOytbokIUDaHAyWoANJpX3w66/iZ1u2THNhFE2SRULdzY2B9zKZtHdguQIdBQ8/bNauuFi81zqaKsTf/sa39RMlRozg/+4HDsOwZIk4nmAWMd7jRMJMRwkdBq56ZIjmzfl+33wznn593HNPdOdMELKEgFWr3Puz8CMKsNHNxOSCV181u8Ztt/HtrrjCfHxxAats46CfataM7zNYPY4adieeaNc3Vpma3jNXmmMiItqxg+5uOJZrfyGb5FwGIkv+ca18sHWKRdU+RCpAFypFVyBlMGM808WTT/Lnqlfn59+pU/nzNppqcayZtmwR+2DMWzOq1ttRqU1dZQyCwKBH+hm40L4vfEcytlcPWqbzaLNd/OUX8bnyq0jvB8nQZFLUocb1s03QXrY2KCoyb08kasH6Y8fftc17LIiHH/YSJfPzzYK7uE7y6XxNgdqZumDQO+/wtvvtp+kYH2RNJhaupzNdPXXccfz1nnjC+zsmxmhkE7UIJhXVrGmeICsD0osecYT391RKfIcHtbZNsHSp+CyOG0fUpEm035SPrVvFBDj/mDHDri9k/qhfX743wn1MmHSLDJhE6B9h+uDt2/P2NvTH+Lg0aWI/7tLAjh3qd4MJrrySb1tWmt5xYMeOaHufvxqyPuYssiDq1KkTJZNJuhM2groA4fTp0ymRSFD90qwaMAAr6wGoUFxcTC+//DJ169aN9t9/f6patSpVrlyZGjduTGeffTaNHTuWdllqjvyVkZ285Rg5kl/QnHGGWbswSjPbLP3PP+ftbTKrdUB6FxeHQhCywJOpJlm1anw7zBBUATc5qF2IlGp16uj7Q20+XTUVVr3NnKnv24ZGFSk349QnQydixYrihmvpUvG7RFrbzz7jz1er5j4m3PAGqSH37PEcRsHzKoetrApAW41qye+CgvIhkoXGWLVKvN8ueo4uCEtoUEHmSDfVDiVSUy2/8gr/d9PKNwxqV6vGB7Vl1VNhdHAlJWJ1c1x5R1GrhcKAG3LbqixESYmYZe6qzUZENGmS2/dM5FX1BNvqqkxbteJtTTPLbanAMwEMUnbrFr1PpFkL0mi7rnl8DB7Mt8cqMRUuv5xvd8cdFhft3ZtGsIFc+8715zuXWsoq+MPow1W44gq+nzCn2H778fa2OlCLFoljL61EE5TzxSDCqlXi+yI4f+C8b5t845pk5kO25glb20WtTLv77ujPN1a4+0eVKvZBMKwSLCzkz2MA26YKBKvFqlXbSyG7aZP4bglSOu/ZI36+MKd9EDI9XlsKQlUS21dfiX3bSgLgc1u1qpfspgO+n2yr3jDpbvp0tS2+q7V6h//+N2+sKTdEUxsWARegvrVP4YzVy8mkOb2xjy1bxCo2W6psHzJ60ZEj957HvXvDhnbzDravWdP7vI88Iv6WXZJTcR0QPDp0sHs14/7k2mvldph4vc8+9ksApMg2nedwjTlpkvk1kUmjXj27Mfv47Tcvoez116OxTKggS741TQAn8r63YFsXvd3ygr59vbnKpor9r4ysjzmLLCgtk/cJUKTpAoRffvklJRIJys3NLa1hGoGV9QCyKB1kJ285cLEcVunno21bvt3LL/PnLVkN6ZNPePtatdw+DyJuepcom3DbYBuR3GnwzTe8DW78wnSuzjiDt3/wQbUtUh6pqtqI5NVW336rtsfsXtRWjAJ0xMl0ioqLxYAmTg3Tp/PnoyS46Kp81q0T750uew+/Fy11I4o2aT0fHnVM0PyEE+w+pwrFxfaUtXEBda9eeMG8LQayTamBiUQtFT/jF4P6VauabXife45v17q1aIO6f2EbPFnSg82mWIcjj+T7RR3QqMBs+Yceit4nOmtM6WhlQN3Nww4zbztwIN9WV3mjSz7QASswM62PJAMmrAwaFL1PrDw5+ui957Cq9/zz7fpGx6OMKlCGHj34dsaBh9+FuP7BbuLan3Rcsd3AA5A5whxkDInI3ilmqlOsgqyi7bff3MZuC6T9lQW7jjlGPucTidWrtuvRunX59raVKl98Id47/1BpUUdN3kO5AV/vzwZIoRw8UOcxDKj1jLqrWCFsE8Q96ii+7eWX8+cHDODP5+buTZKSJfcg64UOMo1K2wQsTGL01+QlJeK6wrRK3QdWGjOm1tn2cdNNvL0tBTZWi+mSfZAuUku7aBHxWLiQN00m42HHUaFlS/56frLQtm3i+tvWFSKj1KxY0e3dgYFTxjypER+yxARTndziYvE941O0b90q/pZtmRN+/FFMqsPDtDJ+7Vp9UkkQ//ufeB2bJAL0FQSPwkL9HmSffXj7ILV2GFArvEYN87Y+9uzhg5TdusWfGLR6tXhfNmwwbx+H3m55QDCnOJHwEjWK3ZebfwlkfcxZZEGUm5tLyWSSFgDVnS5AOHfu3DQtaXkCK+sBZFE6yE7ecjzxBL+gMXVYHHgg3w6zyZDGokULfX8owB1Gk2kKpHc5+OBo/S1bJi4gt241a4vZkibOHROtvv/8hz9foYK+T9QSePxxta1Ntv+2bfoNHwJ1YHTZvbZAbU1VlQh+Pvwdv/suf15LOxSCI47g+wpW3coodnVah6Z6hUQkCkCEiAo+8ABvHpW2MYiCAr5vXcA5TuB8NXGieVt0ms2ebd5WpSMnowMLy6YnIho2jG/TubNog8HQ0aP1fS5YIM4fcW28o+iWmAAdgLbOYhluvJHv01SXV4annuL7sqHYHzqUb9u9u9p2331523/9y+waSHtnSjEeJ7DKNI4gMtJu5+Xt/U27Bvh8uAZVL7iAb3fPPQaNvvwyXbIxhl3LtQ8GPW3xyy/i/GPjCAsCnWI6Klwit3VQEDKad9tqJldgoEqWXIW6s3Xq7HWu4fxtO7c0bcq3t61ulml++Ue9enIn4IwZ4uexwYMPmq3FdECq6uBhU/W8bZvo2MdkCnRmM6Zfx/qQVWfi97NypSgZMGSId27FCrc1gQ8ZfaxNgDGV0rNYnH02fw4Dqzp8950YBGHMC0ro1hpIy2xLM2lDcY7VwT7dpRQWtC2y79V1rjVB48b8tYKBHAwePvOMXd9nnSV/Bm+80X6cmFjSvr1og4nIpgFipItljE9GxKrmnBy7ZwU1zXNyxABaixZmQRX83eXnqzU6UylxzWsql0AkJinhoWMOwaCqSYKzD0wyycszb+tDFty87rp4Kwl/+km8xrZt5u3j0Nsta/zwg7jnzcsLZ6L5qyPrY84iC6JGjRpRMpmkN8AZowsQjhs3jhKJBDUP8U2WNlhZDyCL0kF28pbDlgrUR2Eh3+7tt/nzGPDTSDQQkRhQlFV8uQAdIlEpjmVi4qrFPMKG7sbH1q3i9VDzQaabpduYYJazbpNoQyuycaM4Dl0VHDq7TJ3aJkDqQVV2/Ikn8nYPPMCft2Tn1EKlDUIkUkfWrq3vCwMv//iHxhijnPvvr+0bHeBRAiQIDGy+9FJ8feuAgeDJk83bokP744/N2152Gd/WpxWUBf5NaI6uuir8d33hhfJrqoDOlLC52gaoHYXPVxTs3Ck6HXWUxqb4vWArfURJCkBtmdNOM29rU+nmWpUVh/M+ClIpkTbRNmAkg6wq1t+XuGoI+sCKKF9XNAznnMO3u//+kAabNnHioC+zS7n2bdvajTuIH38U748tVaMPGypcomgJF0RypgLJnjN27NghUnvL3gUyJ+OHH3rnMPnAtiIqCs0bkVf1hWMLHh98ILaJoqNKFF3zk0hkTAgeOoc6YsoUvm2FCqKe4p49YiLTI4+E942JVbVrE8lUQDDoVbOmF9yTVQfZVG3I1hQ2Tt3t28X2wWRE/Hwy9gIVkIY4eOjWYkgVPXSo+TWJvITQYHud7iHqLGqTeTCKXLOm0lSma6ZjVokKZKoJMn11786fs6FkX79enP/8o3Jlr/rKFMXF4rpatjZEOuBateTPFAKD2R06iJ8lL4+3MdUEllU+3nqruFdkjGjMGPuxhlEwo26jqX75smUiYw4eN9+sbo+JDVAgogVq9yaT5m194DbWdU7QISqddhx6u2WJHTvk1fo2epN/VWR9zFlkQXT22WdTMpmkm+FlogsQHn/88ZRMJulypNwoY7CyHkAWpYPs5C3HuHH6hbQKmC03bRp/HilDwwIeSAmppXexgKw6Jgq9S5QFJOp7mDhxTTjxbasaDz2Ut0V6WFdbWVXCxo1qe9R6iaP6xwdq1qiyLHv25O2QEgQpAg8/3H1Mp5/O9xWsPpgwgT8XplWGQaC77tIYo1esaVNt33fcwZtfdpn5ZwzDKaeo70Em4RKc94HOSZkTVQVd1RCOyYSyBwPaQc0WHxgACXM4oGMsSmUSomtX9eePiu+/F+ebOKgG0ZkRNo/pcN99fD82dJboHDvrLLUtOrT9gEQYkIL7pJPMxxcHZLqkrlSXCFyj+FXWGKRR6f2ogN+LrIpXBqT2lj27aZSUCOUar7MLuPZhrAw6yHT8XNdF6BQL02TECi4bymYfGFSeM8dt7DaYM4e/ZiLhBXZkQB0w3xF/ySX83610KCX92lBlE4mMIXgE6VB9jB/P29iycGASYseOdu2JRO0+PN55x6wfpKxUBYFwXWhCs46OVdW88u23YmLLQw+JFTJVqph9Jh+plHhfbLTVZDT3waAP6nGbvheXLNEHJnQBDkww0s6ZEuB38uKLaluU2zj5ZE3HKHIeIk6Ov99Zs+w+hw10gZzhw81+/zKMHq1/BsO0Z4MIoxf1IdvbhmnWrlghVsLKWAluuEF83sIqO3fvFtlICgq8fXpJicje0bChPvFm61ZRwiBMpxsVI3JzzZJ7MJGnalUvIBj8W4MGcn/Grl3i92CjWWybxCwDskEFDx0Lkg2QDrhiRbv2cejt2mDhQi9pdOBAe71ZGZANgjEvuSMTeo9/NpSmj3nZsmXUv39/atmyJVWpUoVq1apF7du3p5EjR1KRa6afBFOnTqXzzz+fGjduTJUqVaLGjRvT+eefT1Mt+IWLi4tp9OjR1KlTJ6pbty5VrlyZCgsLqXfv3vS1BT/y+vXraejQodSmTRuqVq0aVatWjdq0aUNDhw6lDRYl+YsWLaLevXtTYWEhVa5cmerWrUudOnWi0aNHU7HFpFSe7k15wgsvvECJRILy8vLo50BZvipA+Mgjj6TP2dy70gAri4smk8nYjwphvIJ/cWQDhHKgVmC7dmbt0CGJ2gDz5/Pnw3RLxo7l7Y86yu3zIJYvFxc8URZS6DxOJMzbIjWIyVwo27SjrsiaNaLN+vXqPjEL3deokAE1xHTVhrLMed1a5ZBD7DZGNsCKGpUmFzrwsYIGKQKPPdZ9TKi1de+9e8+h7t9xx+n76tOHt9dqHSDfXqNG2r6jOtB1uPRSd6dCFESpWolC66YLCqCzd+zY8P6wcltGlYqOnLCgNjr449zUqioo4wBWh8elW7t7t+i0MQ24IQYP5vuxocMbNYpvq9MHdqV/inN+c8HMmfz1c3Pj02fCir3+/b2/q2h/TeFadXnyyXw7bVUSvpgYoymt+nN/atLEbtxBIOVXFG14pM288EK1bdQghg9M2rDVMXQBvqN1bAJYZdqwofe7xveBbUU16qM+9ZRde6Rex6NmTbFCBynwTJMIfaBurpa6UYKSEnGcuP8wTTzGta9KX/btt3m7ChX0wTCZA1z3zsC1YKNGHoNG8G8ubCdRgu8yitRgouGuXWm24/QRFqwhEqkkZQfqqvuI+ntHthTdGssmIYfmzeONQzgTA4XgxJie6jQKZIGc777bex5zBatVM3/fYtIlBuGqVtXvO4MwoRf10bEjb3vRRfq+8dWZny9PmF26VAxcB/dkMmBCFWP8nhg16xnzgrIqYLAvJyecVvjXX8Vxh/kSNm8W90A33SSft2TJkzJ2oF9+0V8ziKjUnUT6AHUiYScboQImQYTE/QW4sku4YPFi75nzr9W6tcec4YrXXhPva6tW5hI6f3WUlo/53XffperVq6evhUeLFi3oB9QhskRJSQldffXVymswxuiaa66hkpCXx/r16+mII45Q9pGbm0vPGPBcz507lxo0aKDsp2HDhjRv3rzQfsaOHUuVKlVS9tOhQwdaH/ISK2/3pryhpKSE2rZtS4lEgvbff3+aOnUqpVKpdBDwm2++oVQqRZ9//jldcskl6RjW8baC7KUAVhYXTSQSsR9Jl5r9vxCyAUI5kHLIlDamenW+nS9m70NGl6OrtMtUJUNRkTiOKFzqX3zB91WpknlbGz0/H7IKC3RU/PabaKOrwrDRqzr+eN5Wl6lnW12p0+SLAhlVUlB/IoiXX+btWrbkz6OekA1FIOLii/m+Bg3aew51sXROVmt73LWGeJ6Qwuamm8w/YxgwizXO6kQdcENtQ0WJOjaqYLMMOlpZ1DEJo8rZs0fMDpdphmA8OKx6G4N4tjo/OqAjyEWrRgV0GBx2WHx9t2/P9+1a6YoZ2rIKHRVs9IGxQsE0AP7MM3y7I480H18cQDrXKBTOCAxc+VVASD89YIBdv1hpogvcBoFzwZNPKgzfe08sMapXjz6auI77U926duMOAhkeNAx5obDRsYxaieAD2Qd0SU5x4fLL+WteeaXa9ttvxc85e7YXXAv+zXb/f9ppfPuHHrJrjxV0p54qjhMpH6OuzaOyg8ho9lHrqUaNcOrBn38W+1FtBYuKRApCHR06Bl7r19evfbEalTGRatBFjiVKIpRJVTHuB26/Xd/nzz+La5Z+/UR6SZUEADKY2FLS2+xf8Dvs0kXTMVLThGwEca9jkgzmApk+a5BxRsbysmRJeL+yRNtRo8R1ta+nqUNxsffuCrbTJUogw0WVKuqgxZ49YkJf797qvrGiu25ddVLrunXePBO0P+ww8TnHObVGDXVlIq69TelCMWiqowYlEpPNEom93zsmKsp082RzJ1Iz6yD73dkmao8cKfYRPCpWtGN3keHDD/k+69Wza19alP2plDi3Meb579ats+/vxx9Fn15enlvy1l8VpeFjXrhwIeXl5RFjjPLz8+n++++n2bNn04cffkjXXntt+votWrSgLSp6CwMMGjQo3Ve7du1o/Pjx9Pnnn9P48eOpXbt26XODBw9W9rFnzx7q1KlT2vaCCy6gadOm0bx58+ixxx6jevXqEWMstHJs+fLlVFBQQIwxysnJoTvuuINmzpxJM2fOpDvuuINycnKIMUb16tWjFRrH55QpUyiZTBJjjOrXr0+PPfYYzZs3j6ZNm0YXXHBBepydOnWiPZrFW3m6N+UVP//8MzVp0iQdm8rPz08HAuvVq0d5eXnp//vag2ujZDdkCKwsLnrPPfdojyOOOCId+GvdujX16tWLBg8eTIMHD6ZevXpRmzZt0je+Q4cO6XZZqJENEMqBWUNh1IY+MJN0/nz+fFg2KmLECN7WlLbLBEhH9dln7n3hxr5qVfO2zZrxbU0CDSYLc5n2iC6BqH593lZHt6ijxUR8+SVvm5Oj/2yYkWqbHayCLFCp+u2hlAhWsKAOWJSMQNSeCW7qsKpF5TDxgU47LQXWjBniLlgDrPIbOND4I4YCN3mmG+Io2L1b/D3YOKUPOohva5Opio6hoJYDUhyFaXetWCF+Dpnuy+LFop2OehP1LFV0vC6IEiALA1LhhgXVbYDPo03lXxBRAqRYVa+jfsWKR3wfq/Dii3y7OIOsJrjzTv76uuCSLVBbs0YNz7Fy0UX8302cmkE8/rjF3BuAUTXL0qVeRD9omEwSffRRZArCICyLyrVAnc3TT1fbyoI9y5bZXxMD+HElF+mA1WfBZA8ZkIpuwABxDWhLq46VZ/fdZ9ce3+233y46m1E3ySYALIPrHsPH6tXib+Y//xH/FuZHwfm0dm19EO/cc3n7rl3ldqmU+NswmedlDt6oczEGXmz0XHFvI5tfMDEtjOkF1zi5uV7SI1bWV60qX6NESc4isguoDxnC22or1fAHGMLgBGzR4fqzjpAF8oIVaamU+BsxmYNw3V6zprfvRG3JatXCAz8ffCCOUUYv6mPdOjEQqWKbmTZN7Fu3FpLRyauCyLgmZExMjCYSY8f+3I/YvVvUi1QmDQFwX4qJrUEUF4tJwUFdeQxq1ajhfbdB2CZ8IzZsENvbaFYSiXMPJkMw5iXKma59ZbBU4xCAeruZouzHqv7gYRsk3LlTDBIzJqflzUKN0vAxH3vsseQHymZLsn9GjhyZHsOwYcOcrrF48eJ00K19+/a0fft27nxRURG1b98+PQ5VteK4cePSY+kncWj98MMP6UrI5s2bK+k9L7/88nQ/kySi2xMnTkyfv1KRtbd7924qLCwkxhhVr16dfvzxR8GmX79+6X6ef/55aT/l7d6UZ2zcuJEuueQSysnJ0Ra29ejRgzbFwY+cAbCyHgDi3nvvpUQiQYceeqh2kvn888+pXbt2lEwm6d4wXoQssgFCBZBKp1mz8DaplJjgjhVaa9eKCw5dgsDQobxtnDR3uDg21SuRASnRbDLvMev99dfD2yxZIt5HeCdZ03ZhFqRsk+MDq5z+/ne1rW3wFDMtR43S25ti8mS+X10W4MqV4r0LUqeg08A1UEAk8vsHM1vR8ReW74FZ+drKX/zRhnAxdunCm8f5esGARFxaozrIKmyXLzdvb6PDiTj4YL7thAl7zyGlVVgl0qef8vYqOsadO8X5WVcxiU64OKh6fNjqk9mgWze+77BqBhtgdaKtU9tHlGA7VtfpqGLRgfaf/5hdA/XFTBkE4gIG6+KsXpU5S5csiT6/4W/DlJYV9YmEPeiOHaIRY+nyChm9uas2zJtv8n2ZrPtUQOpNXcBU5ihctcr+miedxPehpWuNAZs3i3NqGKMROjT33190CH/8sd04sOIlyEJgAqQ4HTFCDHjn5/NVNFFokonEQP3++9u1l2nN7tzpJUwE/yarfAkCdZt79NDboz571areI4qQBRlMkhCnThXbBQ8XxiWk1n/vPfO2SNFj0/IAACAASURBVDQhWzcjrXdOjrriatUqMXHFp3Nevlx8Z/3jH2IfmMxoWyGENNO6wNyAAbytrkJYWm6pAVat33KL3ecwhaxyefdu3gapru++O7xf1HL0E71kepph71MMtJnoumOi6tlny+1Q8/vQQ8Pfkahzue++4j1buFD8nLq1LK5rcnO9ZN8gZHSkpvrLSBHOmJdbJMOkSaJtcM+/YoX42TAQj9cLYdQVEEdiEFa/9+ol18wrKHBjJSASKV9tdZ5xbWij8WmKNWvEdQQeNkFClBRhzKtszeoO2iHTPuZ58+al+7/uuuukNiUlJXTggQcSY4xq1qxJu3EiM0Dfvn3T15mjEPeeM2cO6QJcRJQeR+3atZW6iCNGjCBd8G/16tXpqr/TNZmHp59+OvkVd6slmQfBIOKIESOkfRQVFVGtWrWIMUYHKahsytO9+aNg2bJl9OSTT1LPnj2pc+fOdMYZZ9Cll15KDz30EC12nahLCfpVXSlj+vTplEgkqGXLlrTNgKB727Zt1KJFC0omk/RB1Nr6PzmyAUI5UPfCJGOquFhcUAR1Dog8fnnTBSyRuDm74opIH4sD+tyiZJsjBUVBgXlbzCg3ccTLqoFk7/ywis4gcNOu0ynp3p23vesute3HH/O2deroPxtSKum0GmyAWXy6LOeSEvF+BJ07t9wibkpccdttfF9B3ZxjjuHPhVVTYgVIgwYaYxRWqF5d27dONy8qcNy2FC4ukFUgWGhaa6sAw4DaM8HkhH/+kz8XFoRCe93mdZ99eFuV5k0qJc4dUSqsEagHo6XtsgTO63FVIBOJEkOJhJsWR5RgFH7fqmC6LEHEVN8cHSK6TPRMACvBTDPoTSCrlnjtNbGa4//+z65fm8rOIFBz95VXwEAm1tWlS9pTowqUuAB/W1ECw2PGmN8PE8p0E+j0fDOBjz7ir1exYvi9X7hQ/Kx4fPWV3Tii0n/LqA5Xrxb1xIKUreiYveYau2viO79xY7v2eB9zcrxHAunfa9eWr42JvD0LOlXD9gFr14qOc1mVIgZQmzY103VLpcQ5IXi4VFPr1hthwGTRwkLRZssW8beC+vM+kE6+YkU+MatrV/588+bifQtqbDHmJSHaAIPCumAYVjvqqCmlNCWaLx33t5mi1p8/n7+OjPkUx3Luufo+ZUHHIOtMjx78uVq11PSTMnpRk/cvJhbm5Ihr+DVrvL8H7UzWE7hvxXdzKiVqYVapog/m/fijOJarruJt8Pdmo81aUiLex6efltsic0GHDmLwB+nPu3fnz+P7z5bePA5q8Z49+fa33OJVMaKPgjEvyGujkegDE2/btrVrj0kltnq9JsDnjTFRk5cxojZtwoOEuP5nzNsDZHUH7ZFpH/PgwYPT/c+VaYv8jmBg6X1Lce5UKkWNGjUixhi1CnFItGzZkhhj1LhxY0rBhLJ48eL0GPr06aPsY/Xq1Wm7iyWZZ2PGjEmfnxDMrgaMHz8+bTdmzBjh/MUXX5w+Lwsg+rjuuuvSdhi8Km/3JovMg5X1AII499xzKZlMKstbZXjuuecokUjQuWGrvL84sgFCOTAj1IRqyiT4V1Ii2vzvf+o++/XjbTXzpjUw+9DWIRhEFGqu1q35tq++Gt7m66/F+yjL7ELnx6xZ8v5snclIIXPbbWpb23uDm3dHRgQB6NBCyiwEVnYGN4fXXcef8zOgXXD33XxfQUpErOIKqy5FLUzfaSYFctOFlHba6LbYApmZkkk7qhoXyKpwVVnvMiAFm2ojLoMuAx51wKpW1WdtDh/O2+voWZG+V0UbKqvowUznKED6Ih39oC2QidGmWiIM27eLFQ66SmsVogTbTan5ojhf3n2Xb2db3RMV+N6K8zskEinmhgwRKyhsq8+ee45vb+rY0yYIoWeJMe/FFPC0yiiGg/RxNkCKKhvnJOKFF/i+dBUhttTzKuC6xFZH0hZY7W1S9ZJKiQEbPIL6YCaIGqxTUZziMxGk00RqdNvqp6jOZRVrx7Jl4v1U5cnKNP9MqnUwcQsT92XfsU0lOzqkg4dLtT1SndoknuNY2rSR22Fijiw4v26dKO1w7bW8Da5/GPMo/nzI9pCmiS8+bCr4rejATTM3fwfOH3Gug4LAYJdMf/qll3ibfffV94n7lgYN+DX7V1+Jt0JRpCGlFzXRQNy8WUxkQz8w3uO8PD21vo9UytNeDrY95JC9a3FkWWBMz6TjA6vbksm9zD6plJjEZ0s7i5r2suS72bPFscv87Fj5lpfnJQP4wHXifvvZjdWW5UgGTCjwg/07d4rvL3/+sl0f4brIVpM7aoAxDJjQz5hXrbp0qfedyO7B+vXyvpYsEXUHK1e2T1rKwkOmfcw+vWjVqlW1lJOzZ89Oj+Nuk/LwAJYsWZJuq6pS9NG7d++07U/AER2k0Bw/fry2nxYtWhBjjJpKqlOC9KK6wN6qVavSdldIqkuaNGlCjDFqGZIB++qrr6b7eQ4ywcvbvcki82BlPYAgGjVqRMlkkhYsWGDcZsGCBZRIJKhhw4YZHNkfH9kAoRwuFXEbN4oLEVm2lk1V21VX8bb9+7t/JgRuEnVBrjC4VFz6cKEqNJW6aNCAt1M5SnbsEL87CR13GkgHowuQIZWULAM5CBRoj0vrDisThw7V26MT+W9/23sOHZFRaAx1Opu4UJ85U9+XzDmm3AxjWnFurrbvDh148zi1CGTVfGvWxNe/DLIgu0mGv48TT+TbPvaYeVvUyQhW5/30kzguHRU7Bqt1zmH83V5/vdwO55dEQuvnssYTT/D9H3dcPP3KaGPjZqvAhA6XQDlmZofplgVhUtFB5AW78V7oNH2CQM0e2+qeKJCtI3TvIhcMHMj3f8YZYjWAbeUpOljbtTNrh0kg6areBQvEMvYqVQRvuOm6ywRIKxnluXz1Vb4vXTWizK++a5f9NbH6AoMPcQOdk337mrXDah08kC4+DFitZhtEUlGcPvMM//fKlffGprFi4c477a5pSWAgAHWhmjTZew4rkFV+m3vu4e0OPtjs2g88wLdr2JBfO2ClOWPe42wKmT6Yf7gkSbZty/dhQ4duWgmMrBoyanT8nVaoIAaCZBWUwcDZli3iPbGlJcTgto7C2iYZkn780ephxvyPTGn96p4VH7KAnmrdmUoRHXAAbxvUTveBFd1163qJxAjcT9rcB5yDg1TWJSVi8gNW7OmAlNuMedXC27aJgbz995dTDSPWrBErYP2qYEzwZEyfQC0DVlVWqyau3fGeNW3qzTmI9evFisfg3GHzjlfBhrlIBtynP/jg3nNbtsjZ2Tt1snvH4rrIluYZ6VwPPNCuvQ5bt3rPc7D/WrX27p+XLpW/S2RBwp07xXcnY946IAs3ZNrHXLduXWKMUduQqPOmTZvS4+hmqdU0efLkdNtHQjInR40albadEszsIaIBAwakz32p0zchrzCKMUaJREJgTjz88MOJMUY1atQIHbuv2XcEZDtu3bo1PZbzzjtP28fChQvTtreDs6+83ZssMg9W1gMIonLlypRMJukjFWeHBDNmzKBEIkGVK1fO4Mj++MgGCOWwlCcjInPKPqzw+OQTdZ9IE2HrhNABN7Q2GwfEW2/xfdlo94RqEEmAsR3VY47ZY5Mny+1+/VX87nRZ7DYZ6xMn2i2OkS5LtvF0wUEH8f2+8ILeHgMvvr4GUbxVjv/4B9+XL2AuC9oiZS9CVsWrdK7LOLo0cKl0NUVxsUjbZaqX5grUz7B9VWIF8kMPmbVLpcQqtOB6cOdO8TvUZW/iOIKBbAQ6RM86S26HCQ9x5xm5VluF4csv+X4TCXe6RRXQYdizp30fuAm3oadFjSqZs48omsYmJgiVBuWvD3SuV6gQb3CaSHwn1asn0izaUo6bUr8i0HkzeTJ5UT9Z6rdk0t2+3WLOD8HIkXw/USpa3niD70tHfSxzTrto3aA2cJieXFQ0ber2HMsqOPzDVseJyJvzg32cf755W5k0gF/FsXGj2kHcuTP/d1V1kAqma1gVdOtKrBoqKJAzEmAloKnW6XffifcsqD156638uQMOsP89o1PaP1yS0TC5y2ZuQ8pWFUMBPu9Vq/JBh40bxcQolZ4fVuwwtnftK6MjtqGGJ/KCrMH2CkkgIrIMhFuWQmPyZKYKAvBZkbEO7N7tUY8G7VRaqPjsMuYRkiBkAS/UlHelF/WBv7tEYu/eFdcxjNlR5ZeUeNSKwfbHH+8ll2K/Krp+GbD6kjGP3Qf1aV3mDZkfJphYumSJSAes27sg9Xpwz4C06jrZDhV0yZImQKpUrCBdt04MZjPmUehqCq44IOPJGWfYjRGT+qJoOyNuvln8bLgOUQUJDzmEDxKiX4cxL9koqzvojqCPefLkybRixQrtYYMdO3ak++4czCxXoGrVqsQYo6MsH9TRo0enr/NakGdegtdeey1t+zTQKvXo0SN9br2qhPV3XH/99Wnb78DxVb9+fWKM0cEGGV0HH3wwMcaoAejtfPvtt+n+r1dlSv+O9evXp20vuugi7lx5uzd/BJSUlNCiRYvonXfeoVdeeYVefPHF0KM8gZX1AIIoLCykZDIZ+iMO4vrrr6dEIkH7lzY31B8M2QChHEi9k58f3kZWvRSko/CBmXcy/Q4fNmLytvj73/m+VQLnJsAMsTDdsCBcKrNMvx+kFlK9v2z12O64g7cN6uYhbCsrkIIlDlrZkhKxcjWsGg+dTH7gjkh0jkWhp1VlaC9fLn4nukoyIrl2nJKWHr2yiYS2b8zERcH6qKhXj+/fkibfGkhlJaNd0gHnJlMHqQn1I1KQQrIZB3zGX3pJbYvZxapg/dNP83ZxBfB8ID2TaeVGGDDje5994uk3CAzou9AFYbKCRkZBwPTpfNv69eV269eLvzMNGwsHFX1faQCz0uN0pvj44Qfx3qCT8p//tOsTnbAKPXsBjRrBvDetRPTKMaYUlouDpsvHvffy/UTRBp08me9LR1mHjmSZRpYJ8J195plu/Zhg7Vr3+15SIn7vUeYsDOKcdpp523XrxDEEK1BxreP7oaJSjv/3v+Lyw8YRidVXwXeU7PmeMYNv/+uvYqKODZUxBg6GDPH+LvtudRrdKhQViXMSY55+ry2QWtymOhrnBFXwWfY8BLfUw4aJ37fKt7V9u5hI6rOUyDRXbauN0akeTP5DYBWc9v7L+J41fJaYKOCSHGACTMhq315u164db/foo3I71JEsLFQ/u/gqa9iQr7TD9QxjZvSiPnbsEJlWfOr8iy4S38m2wQ4ZyzcmTZx8sl2/mzeL+nDHHOOtg4N/c2WmQVYif24iEn/71arpKVeRHjMnZ29QadQo/pysajgMOMfhPB0GvGeyxNWlS73fHX6PusSAIKIk4BCJjBxx7UvmzRMTa088Uf5bVAUJ27b1vk9ZtWyLFnIfXhbmCPqYTQ4brFu3Lt2uh0E2XL169YgxRq0tS31HjhyZvs60adO0tlOnTk3bPgSZB2eddVb63I6Qcus77rgjbfsFlBVXqVKFGGN0pAHXb4cOHYgxRvngJA1+LwNDaMq2b9+etj0bHMXl7d6UZxQVFdHgwYOpoKCAksmk8VFBRZFXRrB7SjOMfv36USKRoJycHJrICZTI8dprr1FOTo51UPGviGyAUA5L9kEiMt+4obabTlctqi6QDugEt+WVDwKrB1Q6HTIcfTTfVqKlK8C0wtOUvlRGa6jTY8MMSh1jgW2WIdJvRans9PHLL+LnC9P5mTCBtw/mWkShl0RgANUPOFjpCQaAAfh//Uth+L//iTdFcwF0esWtC9amDd+/LtAVB6LSKF5wAd9eprkjg6yyCxMHsapYNSekUp5TKWirq8jGeaNyZflXjpnMUQIFMpjSZNoCHeXHHhtPv0FgYDknx75KEfWp3n3X/fqqud826SMIS3nSWHHfffy1bYIdpigpETPX8QjTe0XYVMwFgQ6yj656URzMMcdoveCYFOK6lEXqVRe9Mx///jffl64KGekmq1Vzu+ZTT/H9dOzo1o8JsMq6alU73VxMhPIP08rTIFAryuZzf/utOIbgfPbyy+J8t3FjtCpoInkVnmlFB5GaecEHrn1xK/z66/z53Fw7DWJMkvOTXGQaerYaeT4wOMeY97ltEWUfhZ/zssvUthg09QM1mzeLNLaQiC8A56L8fK+fBQv4v1esaP5ZXD7TmWfyttpkQFl548aNSnNZINvmN2iKxx7jr6GiSERJDxk7wp494l5AV1Upq5YOUqojU4sLzSqOu317L+iBFZEu/oOdO9XJHIx5SQYuz/ejj6r79A/bajof+Oz42ri//uo9R8FzYVXTW7eKe4zRo71zUQNnRN6+K9iH7b4S6TVV+93//peoRg3eNpHwnsEw3Hmn3dyFyAQjx+7dIhVzbq7nh1Nh6VKR9YAxb++N9yY3N/MsPn8FZDJAuHz58nS7y3VZ+r/D19xrZpl1ed9996Wv8+GHH2ptP/zww7Tt34DO6KSTTkqfKwnRcxk6dGjadtasWdy5ZDJJjDE61mCD72s0YpBp5syZ6f6HhugNlZSUpG1PPvlk7lx5uzflFVu3bqX27dtTMpmkRCJhdSSTybIePge7pzTDWLlyJdWoUSMdTT3vvPPorbfeopUrV9Lu3bupuLiYVq5cSW+99Radf/756S+gRo0atNJW7f4vhmyAUA5TjbsgFi0SFx4y5zNu3HWBAKQAgqrsSECHXpRKhRdecN/kuGgfffQR30alEYn0Gyou+W++Eb87nbPr/vt5W19DQQakSgpqRMgQdTEugywwEqY3J6O68x1YpvfVBK+9xvflO5aRSrBRI7P+8PlSUqlaeuhq1eJNdYEoF5xyCt//yJHx9o/AjMkDDrBrj9nJpvTHJj4kzFpXVSDIqj9+/ll97ZUrRftVq0Q7dLjceKPZZzMFBg+A/cMZ6HSX6JJHxubN4j20TeLDClGVNqwMptXjsgpkXaZ4EHE4YV1x5ZX8tU2zvG2BOpB4qOi4VbDV2vWBjplZDBYE9eqFZrNgtY2KGi4MSDGlq6wJw8cf833pKrRnzOBt69RxuyZWO9gkatkCK6JskxFk9Hcm6yMZsDLcVP+SSAzOYjLA5s1iAPqZZ8TK9UmT7MYsS0qzkVNBBpBzz9WfR51A1D1TUWeqgPeNMY/at18//m8uulw+NmzwZEeD/bkkTmEVlw3jBX4eHaMHygP4AYPhw8V7FVZtu2yZSIX46KPRmR+I7BIcTzqJt9UGmWRllOvWKc1l0g62eoom0OmcB4FBd9k+FudqxsIDZBigbtLEy3cpLhYr6Wypiok8thEcU9++/P8rVbKnovWBFJPBw3VtvHOnmCgWPOrXt0s4CUL2Ha1dK36OZNILGoUBpV58bWIMRF56qf1YCwv5Pt55x649Jh7omIFmzhTfZWFSI0RixaytrMCsWXz7OBg5kC2BMTOGrZ9+kgcJ8TBJVM8iHJmkGM1WEGYrCP8oFYQDBw5MB/yOPvpoev7552nhwoX0008/0bJly0KP8gRW1gNAzJw5k2rUqJGOpuqORCJB1atXp49dvQR/IWQDhHJYFhcRkTlNVMeOvJ0u6GcTTLQFbjQN9G6VeOYZvi+bakQXqibcEKmCRyecYNY3ytGFOYRNdUmI7Pn7sYIkjuolDOCaiITLgi/+ewoz9155xX1sWInga4rhmE2pDDHQptSXkKUva0qhUEx+/ny7zxmGSy/l+x8wIN7+EehMtq3cQC06UzqgH38Ub/v27bzNDTfw51VVtFjpHQxiy1BSIn6Psixl/A098IDZZzMFbpijzL1BoCP0nnvi6ReBmiZjx9q1j6K7gsE71XvWtio8CNNkn0wA1wd+FUrcQA1iPP79b7v+cB7XUWoGgQGAuSzAOV6hghHnFmbhh+xTlbj2Wr4fn9bPBTY09abrmTC8+67bd+ACnGv697drX1zsBULxd9e1q/1YMMmoZUvztnjPZDpoXbvyNiefLFZu6GiwZZCxOoRRqAcxaBDfFqtdZflPn37qnUulRLo1Uw1hH3v2iLToDzwgBjz+/ne7fhHBZLy8PG1BmhJduvBjMmU7IBLXObp1GQaq69b1KpCwStp0TY/jPuAAkbrYRbcvLLgcBL6PtAmcGzaIPzoNr3cqJdJVxr2uJhKTLrt3l9thYKlSJVH/FwPrJutmTBZhzNszy+hFXfRzi4vFZxGPKNXwmzeLiTyMefO3zZyFwD1I8Lj2Wvd+d+0SKwWff16cs3WB8SCQ8YMxLwENE/Kuu85+rFESTVIpMYkgqOcuAyZfmry3MUmib1/zMRKJycZVqti1R/zwgxjobN3aXKs7LEh48cVZ3cG4kEkfc1aDMKtB+EfRIGzWrBklk0k6++yzQyskyztYWQ9AhuXLl9OFF15IOTk5ylLMnJwc6tq1a7mLuJZXZAOEcixeLC4awnQekEpERRN16qm8HYqWB2FDR2oLWRDUVsvCB1Jbdepk3hazK00ohKZMMdskn3EGb/fgg3I70+/Ox5NP8vZ+RqEMuBk/7zx93yNH8vZx6AihKLzBWopSKdF56/tqMUBgI1CPwEqCunW9v+N9MM1wx8q2QYMUhhYp/CUloqkrbZYKSC2ro32KAxjUt1wzC9nyN99s1g6lHxkTN2MPPMCfB1aLNJAmzcQhjnOqjHYYN+0yXY8oMA1y2eLAA/l+M6VtjRnVNg6DVErUvgpzagRh8vshkr/DTR0IUdpGRYMG/HVtM8pNgc5sPGwrpN97j29vSllcsSLfbgELCEEZllE3bx7P++iyy/h+XDWQiOyqUDFItd9+btdER7SKfjcqUikxEDR+vH0/vXqJvzsXxzCuB/0kIxM8/zzfVlZ9iAHIZFJMNLF9XqJopBKZOadRn+qWW7y/y+a3r76yGz+RV2GLvzfs14TCTodUypurBg0StYpN4cp2QCRSqQ8bpraVLSlxncSYNzeYQFYJhewGplqvQWDS4umnq22RSnfcOE3HspLAkKoQfN+5JnfogMkwvXrJ7TZtEocfrPTctUv8jZtW/KEOZmGh+PzYVD4jMKkOD1ttO8SQIWKfPtWmK0pKvMRP2XhtEy4Q557L94e/M8a8JB4T7NwpVuo9+KDI9uCS1Imf3ybZtqhI/Exh+pXoCzDRTcT3dBgtK8KFkUuFVEr0GSUSniyADZYsEQPGjHm+jazuYHzItI+5Tp06xBijtiEZ5Js2bUqPo5tpZsDvmDx5crrtIyE8zaNGjUrbToFJbMCAAelzX4Zses8991xijFEikaBt4Jc6/PDDiTFGNQwyi6tXr06MMToiKFJNRFu2bEmP5bwQp+TChQvTtrfDpqi83ZvyisqVK1MymaR/22belkOwsh6ADmvWrKHx48fTkCFDqE+fPtSnTx8aPHgwvfrqq7TaZoeVRTZAqIBL9YEpTdR55/F2ugzbqFnKOsgqxGR0eyZAPYETTzRve9ppfFuTignM6FPRo2K2HNBep2FKWerj2Wd5+w4d1LaoZxbGhIB6GTb3UgWsTrvpJrN26GDydXZQ5y/Kph6Dsz7F12238X83pW/BjfI11ygMf/5ZfAA2b5aaumzEbOEaEHVFlGeWSMwqNaVCRH03WTYpapqqKkIeeoi30wXqfWDSwH338edTKe83GLTR0fa4wJbS2ASplJhVG/e4fSC9j03F+K5d4me3cfzKKmNkwbuvvxbtTLOCo9L/uWLrVvG6cSci+JBVSQYPW4cLVkPUrx/eJpUSr/sVa+39o2tX4y8M9Vv/+U+7sfvASrG773brh8ju94eJDjYVcEEgE0KFCpnJhF+6VPxsLpUvGNhjzKNts0UUilZ8h8gcpkVFYkUKHrZMR1u2iH3o6LERJs5ppIFt0sT7PeAas2FDt98J0grj0b69fZ+ZAN6r224zb3v66XxbVZIhkXcPdXptjJkl5wX7a92ab48Vdy7a8fj962h9cW7VBjBkP+qQZO3S0N7GynAdLSZWFgUTyLB6kzEzikoikVaeMS+wEfz/8OHun1FG+esfBxwQ/T2wZg0fJDvssOhrViJRC50xb64NYZkLBSbx4nH00Xb9yYK5uF7QJQ+o0KED34c2AA+Q6WxrGH2JSFxrmOgBXnwx32bIEPMxEsW730FmobDnWQcMEubm2iUrZhGOTPuYfY29qlWrUrGGPmj27NnpcdxtubBfsmRJuu11IWXCvXv3Ttv+9NNP3Llx48alz40Pyahr0aIFMcaoqaT64fLLL0/3o4t5rFq1Km13hURvxNdkbBmy4Xj11VfT/TwHYtvl7d6UVzRt2pSSySQtXLiwrIcSGaysB5BF6SAbIJRjxQpxERKmX2RKE2Wz2EIKpqhZgEEUF4sbFJcsYiI7yk3EmWfybU3o/EwdaqaZw6h3F5aBbkPPePvtvG2YLtiYMbz9Mcfo7U1w9NF8nyZVmkREZ5/Nt/O1jFHzKYoe35df8n0lk95mFqmdTLMW77mHb6cUjrfg+LJkTnICVvRkUj+KSAzy2DiuiLyKwWB7ZSAWgMF4v2I0CNTMrFJF7uC48UbezkCnXNBmQT0NWRI8rGUjQ+Zg37o1Wp8ybcdMSTCjs6tyZT21axC//SaOc/ly82ubJu9EyVqWaVX++qt5e1f897/idZF+Ny4UF4sB5eBh6yjB6jXZcy0bA173O9bCe6ErkjVkOPJIvg9XTdwoWmWI778XP5uKwRoTIlznfhl9symtrg0mTeKvUbu2mwN6506i6tX5vly0d5HCLC/PvO3gwXxbFf0gJlkJv1tLpqOdO8U+bKrtTJzTsiSAefPEdd2VV9qN3UdRkXevVffElrY0U7AJECGsKDbJSwDU/U5Mq5Z8jB2r70/FrqAD7jF0wRJkXNCyiG3fLg4wJJMONQ4zQamNe24lqwiJlWfBYDL2Y7M3S6XEYFCU51/WP9IG+0dcFPlz5nj7qZ49vYBhHEilvOTE4HgtC3ykWLJEf69D2PAEyOhgUUNRlzygAlaWhs0vQcgqwTUq/Em4ZwAAIABJREFUGUQkX5eEfZdIdYxJlWGQrUtcAsDr1om+h332iVbxt2KFt3ft0sU+KS6LcGTaxzx48OB0/3M1X+CIESPSdu+//77VNVKpFDVq1IgYY9SqVSutbatWrYgxRo0bN6YULIoXL16cHkMfjZjx6tWr03YXX3yxcH7MmDHp8xMmTFD2M378+LTdGImo5sUXX0wmgcbrrrsubbcYsnnL270pr7jwwgspmUyGBj//CGBlPYAsSgfZAKEcssysEFpkgSZq//3ldpiJ5tP+yICb73nz3D+TDLjY+vBDt34w2HDWWeZt0VlhkkU5fjzfRkXFjXQ8KgqQN9/k7Q44QH99DFC2aKG2xSBG7976vjFQdNhhensToD7F5Mlm7VQBGPxdRpk6VHS+WOllSuXzxBN8OyXd7Zo1xg/58uWiaVjCgC0wwcAkszMKkGrmwgvt2tsGvn2gVpksCUwWBJLFbtGZ4wewdcBKzeOP58/LnKphm25brF0rXiMs8zcMmEGem+tROGUCMno800o3WSBzwwbza8uSd2TBO9SnzM01v4bs+1m71ry9K954g7+mKU2nK3QOy2++sesLdTVr1gxvU/TpAuG6SyofZF02iVrDjz1mN3ZVP48+6tYPkVWBukBz6Vp5JWOFiMuRGwTO/TqKwjAgBaOLdLxszjad+1BTTEWXLKseCh4hTIoCotKWI/OGLBiXSnmx9qDdzTeLFfJRKLSRESV42CR+ZBLIKhG2Bg8CKQDDKtxw/Rk8TOj8EEVFcupW/wiTLJAB55vDD1fbYtDp3Xc1HcvoAb7/XjsWpCsfPNj+84QB14k61p6hQ+Xf2bZtouTCE0/YjUM3h0ShF/WBuqSMeRWnmXgHxImvv977G69UyUuUigMoheEf++1nntDmY88eOU1p8HChXEW6zBCWPg5ffMG31dGYBz8H7t8/+EDfBpO4bZN4XBLuZZAl6WjnoyzKHJn2Mc+bNy/dv6qCraSkhA488EBijFHNmjVpt4NeRN++fdPXmaPI8pkzZ07app+CUskfR+3atalIkb0XDGZOkoiSrl69mpLJJDHG6HTN4vv0008nxhglk0lpAHDixInp64xQONiKioqoVq1axBijgxR85uXp3pRXfPbZZ5RMJqljx45CcPSPBlbWAwjDmjVraPr06TRp0iSaNGkSTZ8+ndaU0ipo8+bNNH78eOrfvz8dd9xx1KxZM6pevTpVrFiRCgoK6Pjjj6cHHniANhh6vT777DO69NJLqWnTppSbm0v169en0047jV6NW/hIgmyAUA6XiiHUKVFVtWHQRaW5IqXfcqzwUwGdBxMnuvXzt7+5b1rRwaCiAQ3i5Zf5NoceKrfr04e3U2nxvvoqbxeWwY9BDp32mW328sSJvL2LxkgQMtq6//3PrC1WhnbqJP9dRqHBUwXfDjuM/5sp9cqECXw7ZVKTLMqheIe4aJLaAiueksl4KHxUcA3w+bjzTr49aFcrgdUnsu9H5meSOQ3Qeffss+HXx+A+BiiR8igTgVoHJq5QYFWzLmkhDiD9tSk1mCyb2KZKzjR4h9TF+fnm15BVkWaqGjOIsOB13MD3Y/CwpVCeM8fyfm/cSL81bSNcd/kT9qKLLiwEMmAl4tixbv0Q2SWZPf00b+fKGrBjh3jNEP+8EzCQetdd7n2tX++tAffbz3POuyQ1yKpFTCsnL7zQ7LPs2iXqUAUPlwpj1N+0YR865hi+7dNPy+3wPV2pEv//RCI8+VGH556T3w8bHfJMA/WdbSombfVNZVXg/uHKtIFrteDholWN+53WrdW2GBTRFl/s2SMO8NtvtWNBLU1TJgobYJWiLgiDSToFBd6eB5NSK1SwTxpKpby9qux7jEIv6kP22+vaNXq/pYEVK7y9r22ihQ4qXUZTBh0EsqbgIdMzDwOyFtisXZCNxZRa+4gj+HZhVbv4vn/8cfMxEsWTEIka14zFU2maRWZRGj5mn2Y0JyeHZs+eLZwfOXJkegzDJFQLM2bMSJ+/UrE4WLx4MVWoUIEYY9S+fXvaDpvW7du3U/v27dPj+F6x8A5SaV4vcUj++OOPad3A5s2bK2lTgzSjr0nKoSdNmhT6mXbv3k2FhYXEGKPq1avTjxKdgH79+qX7ef7556X9lLd7U17x4IMPUiKRoO7du9OvpUFJlCGwsh6ADKlUip5++mlq3bo1JZNJ6dG6dWsaM2ZMRiO0H3zwQfpHrDvq1q1L7733nravYcOGpTMBZEfnzp1pR1Qydg2yAUI5Nm8WFyNh2bBIE6WinRw4kLdTaavJ2FpcdF50QPqcJ5906ydKNdIFF/Bt77knvA06JVQZ9yhOf/XVcrtx43g7naYgkZdxF7TX6S0hVSZo/Aow1Vc0xVdfib8jU4c8VlY2buzEIqSFLE63erWoc2ha9YhUMEqqu02bxAv/8ovUVBa8i/sVI3MoZ1JSFx0zIfTxAu69l29/wQVm7UwrZOvX5+1k+qvosA3LhCUiWrBA/C6Dwd5nnjEbXxTIqBVD/GihuO8+vr8zzohnrCpgYoeuEj4I2Xxk8yyZBu+QprZWLfNrbNsmXiNumlkZsJqpV6/MXk9HX2cbEMWKzcqVNcYlJURnnEHrWZ1Y5jyXNYQMhxzC9+Pi8PMhe72o7mlcusOplBh0stXGC0NJCVG1avw13rGP6cYKF8YPH0hvpwse9Oqlfl4cktKFSj4b+kn8raq04VCXEg9d9ZgJ1q3z3qHYr211VSYxZAg/NtNkJiLLABl5z4cskGyij6zC0qXye8yYl+RhCwyC6RhTsHpRW+HrkD1oLAkQATYU1LIEpl9+ITrnHP5vp53mNhZMUPOPKPSiPlIpMWnu3/+O3u8fFZjIy5hHae1KSYn66XiEJQ/IEIW+EzVg99vPrB2yWIUlTBx1lPnzI0PUhLtt27zPFmxfo4bHRpJF+UZp+JgXLlxIeXl5xBij/Px8Gj58OM2ZM4c++ugjTveuRYsWtEXy8JsECImIBg0alLZr164dTZgwgebPn08TJkygdu3apc8N1pTB79mzhzp27Ji27dq1K7333ns0b948evzxx6levXrkV/1NnTpV2c/y5cupoKCA/KDbwIEDadasWTRr1iwaOHAg5eTkEGOMCgoKaIUm62LKlCnpGET9+vXp8ccfp3nz5tF7771HXbt2TY+zU6dOtEeTsV6e7k15xptvvkl16tSh/Px86tKlCw0cOJDuvffe0KM8gZX1ABCbNm2iTp06pQOBiURCevjnO3XqlLEI7QcffEBNmjShK664gh599FF68803ac6cOfTZZ5/RxIkTqVu3buloeqVKleg///mPtJ+nn346/SA0a9aMxo0bR59//jm9/fbbdOKJJ6bPZZJnNxsglKOoSFzQhAVBTINW6Mjt0kVuJ6tiVMQvnIFOXlfHGuq42Pxku3Xj25rQBKJjU6WhgZQrqmAsCpqHbeaRTq1GDbUtUuiEZdtjplxUmrm33uL7U2ljyoD6gImEnCIwykJd5oxfskTMdDel1zWuxJNlAfz8s7TPKNVIptizR3QCKV4dsQCdnaYajz5GjODbn3OOWbvRo/l2HTvK7dq35+2wQkKmZWdSLSNz3AedM8OG8efOPdfsc9kCHfkLFkTrr2dPvj8VVV5cQMeeabUbOlmqVLG7ruzdLAveffghb1NQYH6N3bvFa4D0QkaAdFNxVBXogEG94GFbVYTvCi3d1e8P2SrWQLiuDd2sj8su4/u44w77PohESrLXX3frh8j8d0rkaRcF7aJQdqJu9UcfufclwzffxPv+jwOyimzFq1wABtp0ldCoveoflSq5jTuKljPqX6mCtKkUUWGh+jnXaaCbolMncc1VnmgNXZOZiLy1XrDtZ5+Ft+ncWbzPUQM1558v//6CGnmmMKF594G0mqFBbMtFLFKyqtaDUXDwwfw1dORMsgSIV14R12svvOA2lpIScTwqBhwXfPGFl1xZqZLbb+PPhG3bxH1klHsSNpe6POMXXcT3ceed5m2RSUmVlI549FG+XRi9LVa92iZO2ayFZED/DGPR2B2yKD2Ulo/53XffTVeXyY4WLVrQD4osDNMAYUlJCfXq1Ut5DcYYXX311VQSQoOxfv16OuKII5R95Obm0jMGUfi5c+dSgwYNlP00aNBAq8voY+zYsVSpUiVlPx06dKD1IRvC8nZvyiPWrl1Ll19+OeXk5CiL3FRHeQIr6wEEkUql6Nhjj00HAevWrUv9+vWjF198kd5//316//336cUXX6Trr7+eCgoK0oHC46Kk7Gmgi6L7eOutt9I/6C6SCNDGjRupRo0axBijpk2bCg/fnj176Jxzzkn3MWPGjLiGzyEbIJTDxUGINFGqjc5DD5k5g0y1lqIA9V9uuMGtn9tu4/uxoStE4XcThwUuGI89Vm6HTmwV3QpSaYZlh9roW2EQVqd/QeRl6AbtTWlDVJDRhJpClvk3Y4b4tyh6fDItHtRTY8zLojbBypViW6nT2aJMKEqwwQaoFWmppW0F3JjaOgpN5zEE/h5PPVVuhw4xDKzL6JRMi+0xwz+4scfsWgVdfmRUr85f59NPo/WHNEC2OiG2QM3d6tXN6AFx/rCd32Tv5u++E+0w0cImMUJWCLFokd04XYB6T66U36bYscPTKMLPyph9lj1WhiYSCsOpU72TjNHPrIlwXZVOnw62NN4qYNW6rGrZFDZVwvffz9tFSUrAwNHbb7v3JQNWgGdaJ9MEUSqyGzc2/86Li713P16rdm23cWN1mkkFvA8ch04//I475M84Y26ajwh8p7to7WUSqJHeubNZu1QqPVWlDxN9NLwfRx4ZnXEC16D+4ZJcbsOAUqECbxtKg2uZ+YSSCpmgRsfqozDdMmTWadGC/39urtt7ygeyxMTt7ywpMadY/rPjqqv23ueaNaProiJlc/CQsBuGAhmGbAKYTz3FtzUNruMavFIlvSYjStFIGA21cGAe5nDllXzbTp0yp6+eRbwoTR/zsmXL6NZbb6UWLVpQlSpVqGbNmtS+fXt64IEHlJp2ROYBQh9Tpkyh8847jxo1akSVKlWiRo0a0XnnnWdV1VZcXExPPfUUderUierUqUOVK1emwsJCuvbaa+lrC82e9evX01133UWtW7em/Px8ys/PpzZt2tBdd91lLHNGRLRo0SK69tprqbCwkCpXrkx16tShTp060ejRo62oPMvTvSlP2LBhA7Vs2VJb4KY7yhNYWQ8giFdeeSUd9LvsssukJcI+tm7dSldccUXavjR0/FRo2bIl+VSjiAceeCA9IY0fP17afsWKFelKxLPOOisjY8wGCOVw0VnDrKyTTpLb4aJOFdwqDd0zrLCzod4JArn5VVSeMrhk/5vea1PHgK2DbtEi8btROQBOP523e/BBfd/WWk4h6NeP789Waw6DKZjxG8fvErM8USOFMS+eZwKZDpMsgEA7d4qGigwzm4zrKGjThr/Oiy9m5jpE9oFrhCstnqleKWq14rodA1QNGpiPvV07vu2YMXvP4fOaqSquKM5hGZo25fuLUv1kAlkg3oQma8oUvk2TJnbXNQ3e2ejEyhB3hWcYdu4Uiy8yfU0ikZLMP2wpE2WVZYIT56efOM66H1mh0MaFUf+mm/g+XHWssPoual4efp+q4EIUinYEfp+m2qCmQF2nTFACugDXEKbPTuXKfLuwCilcT7nMYT4wIeBf/zJvm5fHt9UxLHz+ufwZz8+PZ09RVLS3EjM/v3SSKWwwahT/uU0DmLLKFxOZh23biA480LOvVcssqBiGVEqsPGMsXD9MBqTfrllTbidz7Ifql+MPM8SvgDpqrsF2HerW5a+hC6YTyZ/x4BGHrt+rr3rsMk88Eb9cQRZ78euvXlDvyivNWWh0+Ppr9e/iq6/s+8PkpptuMm+L/o0zzzRrJ2On0j3XUd5TPkzXQjIgve/f/mZ//SzKBlkfcxZZEPXv3z8d7OvWrRvNmDGDNm3alFE5vEyBlfUAgjjrrLMokUjQiRbCHCeccAIlEomMBdZM4Ity5ks8/EcffTT5wqC7NDu0008/nfyyWl1g1BXZyVsNzJwMo/sbOZK3V2lAvfACb6fSAEHKrkzonmEV0Mknu/WDGyobXQzMDhswwH7cqoq/f/zD7PMNHcrbde+uv/4PP4gL7J075ba2At/4vefk6O3DcMYZfH+2GccYTMHvukKF6L/LGjX4PpG+smpVu/6QFkpanSUrO5BGEr2MyaBZy5b2n9EEp57KXyeTVWB4LVtHk2nFNMKUjhjnU0wCePxx/vxRR5mPHTXLBg7cew6dcHE72H2YUsSZYPfu0g8upVJiFcukSeHt4niWTIIBSK1sq+WK+mAGTC2R8N134nQUpTLbFMEMe/9IJOzn9O+/F/vhlrbbt3uCngGDb1groY0BQYcAU13nMKBvO+p3jsEn1RLblArdBMcey/cVtxZchw58//ffH2//rsBEppkzw9vI9JTDaKoxuMKYFwxyAVLammpYyZYu33yjtk+lxAQSxsxpwU1QUuJVl5XHyiVTxhHE2rXiPTOlTt2zx3svxbltxzUXY3xykynmzeP7yMuT2zkFSHHxHRJxl2kSWxQsGMEmmE6k1+ZlLPPJV1mUbyAttX+46FRjwo2NFjxWM/boYd4WK+cVdQpEJOrBT59ufh0fuBaaP9+8LVJYP/mk/fWzKBtkfcxZZEHUvHlzSiaTdIVthUY5BCvrAQTRoEEDSiaT9MYbbxi3eeONNyiRSFDDhg0zODI1vvvuu7RIaHsQo9u1a1e6MvD0EF624cOHpyfXj+IWE6Hs5K2D7YLm73/n7VWVMZMmmTkXSkP3DOmi2rZ16ycKxRdqod1yS3gb08pA0yDG7bfzdmFz+PLl4uZA5cxFge8w7vxvvxX7dnGa+kB6HFv9ABRRx4BnHL9LrKbq04f///772/WHlEJSmjVZKZIijRKfkzDNBldgNa1JsNwVuOkaPdquPWquHnGEWTvTamOsIkXqKaQ1ttkcDxjAtw0mBGCwOgOvXSIiOugg/joTJrj39eOP4k9506b4xqoCVlsOGhTeJo5nCYN3Mh8kBiJbtbK7hkvAIQqwslJCPJERYCUwY97axxZLloj9bN8eMMAXPWP031P6c39yZVJBjTGVrrMOstdB1MofnEtUNMK33srb9ezpfk3UP4uzAnrXLjE4H1VbLS40asSP6733wtvIaPw3btS3KSkRnasqvfEwYDKKzkkbhEx/N4w6r39/sU3cwePyimef5T93hw5m7X76SbxnpkwWmcC2beJ76a237PuR6XTLINNrXrEipHPTSe93rF4tXiNO/UpZFWQYGxAGUINH9erwXsviLwdMYPWPdevs+8J5+aqrzNsiy4oNcwImDuskJuKQQ7CcFjjgXqkMieGysETWx5xFFkR5eXmUTCbp4zg4/csYrKwHEESlSpUomUzSwlDy+71YuHAhJRIJytWJg8WMoqIi+v777+nhhx+m+vXrpyfFV155hbNbtGhR+tzNN9+s7fPNN99M2z6ZgbSZ7OStBiZChvHLYxVat25yO1O6wunTebt69aJ9HhnQKemqJ9OzJ9/Prbeat3UJLprSFJpWa+JCu3dv/fXXrTPf1GIFXlhFkswp4ZqVvWePSJVnq5OAGxjUyYvjd4nVVGeeyf//yCPt+mvfnm//7LMKQxSYUXDEYKD5mGPsxmMKDFxFqSQJAxTz0Asv2LV/5RW+/aGHmrUzfd5nzeLt8vL4qqZu3fjzJtTEPrCiwA9ubtkiPnthFSWuwN/o88+79/Xvf/N91agR2zC1wGrQMO1WIvfK0yACLJXEmDx4hwHmNm3sroHzXBgtWVQgbbZNRWwUfPqp+Jt3+f38/LPYT7p65plnxJMtW9IXH2/l/lSpkttnMGVv0EFGTR312TfVibv+et7OpooAgZrOJkF7U3zxhXiPSiMRwQTNm/PjMqnGkwVKTLSNcE2k0tENA76DTSnFZfTOYd+DTNfZhBL6z4CXX3Zbq8h0Vcta+yq4dqlf3y1YJaODliUhyoJ3oUGQ2rX5Bp98ojWXaQrHKTMkW9OF6ZkXFYmMDP5hIFGVxZ8cS5fKfxsu+3RcQ19yiXlbZH/o39+8LerSnn222taVvjsIXAvZJF42bMi3nTbN/vpZlA2yPuYssiBq0qQJJZNJWlAauiEZBivrAQRRUFBAyWSS/mVBfD1lyhRKJBJUUFCQwZERPf/88+nJT3YMGjRI4JidNm1a+vyDIYJk8+fP5/qyxYoVK7TH5MmTs5O3AiZOyCCQ5uqyy+R2qLmgqhRAjS1bDSUTYKZkbq4bXaSLjqAPrBbr1y+8zbBhfBuVZs+ECbzdwQfL7Wx1AGSbzmXL5La+Fol/TJyo73vVKrHvsKx2FWROW9vsXKRyxCOO3yVm0mPGoC0VFmZH/t//KQxzcnhDRRLKI4/wZq5UvGF48EH+OqZaOS7A36UJPWQQEyeK35kJcK4I0nsGIduEB5+DI47gz9nkz0ydyretU8f7u6x6N1PZ4kgFGCX/Z8wYvq9MVbgisBq+oCD8/eGqBxWECeVR1EpFrBLKtFMCdfQymRwQxNatYp6ES9LHL7+Iz86mTeRFlXJz+RNVqxL973+C3q4tlbQPfEcdf7x9H07VMiHYZx+z39A119itP3S47jr79ZQpRo/m+z7ggPj6jgqkfYO8TCk+/FD+HgjDDz8QVamyt91TT7mN2ZZdwofsPRWmGVpS4j0Xvn3nzn8d7TNT1hYEsri4zk9x4/33vTlvwwa39rJqb1lwY9ky0W7z5pDOTbMiAsCqyKjar0HIgpzr14e3a9VKbMeYWWVyFn9+HHMM/7twoWUnIrrnHr4fG31LlEoYNsy8LSZ4qhLVS0rEZyBUh1QCXE/bPEe4fIxDSzKL0kE2QJhFFkSXXHIJJZNJetE0C7Acg5X1AII48cQTKZlMUleLN+eFF15orVvoAlWA8NBDD1VOhpMmTUrbjQ7hdfvmm2/StjfccIP1+HTBSzyykzcP2wqCW27h7VXUeRiUq1JFbocOeFedEx1k1Woumhk9evB93HmneVsXDv4hQ/g2F10kt3v7bd5OpUNlGrTwIct6XbxYbltYyNuFaY3JHJW//KJvo8KMGaKDw3YTM3myfKPsH7bUfTJgNRVSCKqeJRXw+7ztNoUh7jwUPMLDh/NmumzLKHjpJf46tlVPNkDh+cmT7dqjxlvz5mbtcFN7zz1yu127xMBFUAcW52eL/CGpg3XLFqIPPuD/ZuowdgHScz70kHtfqGF2wQXxjVMHGbVpWFAFqbjPPdf+uhh4mTpVtBk3jrcxpZXzgVXN775rP04bnHUWfz0bZ09UtGzJX7tJE/s+ZHpd677bKE40jKX5dFHPrWZNt/G7UggGIQtwujrgfeC7X0p1TR6ludH7ygBIl65KVHMBssTaVDtkGi7BNgwc2QQ8Fy705t3x490DbcGAHWPmlJ/z5/PtTIly1q/3EjQeeaT8VH6WBnAfUFho1g7XA/XrZ3acpQXTCtTFi0U7ldZ6GqgXYMBBjFqctslqOsj04k2Svi66SGxXUBC/PmIWf0xgUlL16m79IF2pzd4yio68TPvz119FO5kO6ZIl5tfxgWsh0/W0i05wFuUH2QBhFlkQLViwgHJzc6lNmza0Y8eOsh5OJLCyHkAQTz75JCUSCUomkzRs2DChIg9x3333pe2fck3tNMSvv/5KixYtokWLFtHnn39O48ePpy5duhBjjJo1a0aTJV7Xl156KT1hjhs3Ttv/kiVL0rZX23rJiSgbIHSHraZJ3768fd++crtFi8QFj+wn/fzzvI2KHjMKZJVwLkLbpk5/GUw1yYJAeozLL5fbvfceb6eiUL3wQt4uzDmbSonBC5Veke3vSLYgd/lOiETHqUvA6euvxfEEj8MOcxtbEFhNhcfgwXb9YbBeqeuAkci5c6Vmd93FmwU16+LE+++LDolMISqFItITqzJQEVjdOXKk2hZ9TX4QULZpXLTIfOwyOsH//lfUVXTVZDXB+efz17rvPve+unfn+8qkdmUQqZSoLRKWAGGa3KGDSeAlKpUpare+/rr9OG2AQbowKuo4gbSUpsH+IDZsEJ+p1SdIvKwBWn2s4HKd75BOtnVr+z5kwe6o1cOm7AHojLZJsEIg/bpLAF6FNm34vh95JL6+o+Kkk/ix/eMf4W2wIrK0aH19oIN31Cizdpj4lclElj8Dpk3j75eplAImQakSDP9oWL9eMlevFu1kQYTQYLhp2XQARx/NN4nTbSOjETYJ6Mt05q6/Pr5xZfHHxvr1PJuuSuYkDA8/zP/GbOiqjzySb2tagU7kJWCi/IiMJWvjRvE5WLXK/Do+sCL3tdfM2mUicSuL0kM2QJhFFh5efvllys3NpWOPPZYWqypK/gBgZT2AIHbv3k2tWrVKB/3atGlDDz/8MH366af0/fff0w8//ECffvopPfzww3TIIYdQMpmkRCJBBx10EBWXUbrXSy+9lB7v8yAuVJoVhFmKUXdg4ntYhcrVV/P2t9wit5PRu8gcUU89xdt06hT5IwlIpUR+eZefwTnn8H3cf795WxeR7ltv5dv07Cm3+/hjM0fK2WfzdiNGhI8hL49vo6K9qFOHtwvTqN2zR/x9fPNN+HhkQGe8yyZm2zZxPMHDRUMMcdpp+mvYOiKxSkmZlYnq6599JjVDbcBM6ZD897/8dRKJzGUs22qsIjC7vkEDs3bHHce301VNII2o/7r87jvxN2Jb+YyB+7fe8oJ0wb917mzXpw0wKGMbBA8iCt1qVGAVTI8eensM3vfqZX9NE2dDVNrJ1q359uPH24/TFHFoxUYBavipqLh1+O038ZlcwYBXqmNHjgvRNIEnDHE48p2c4SFo25bv7+WX5XZduvB2997rfk3UsjzhBPe+gti2TdTl+vTTePqOA7iGGz48vM3995fefC+Dy7qTSJQf2G+/zI7zjw5TWQeRa0hiAAAgAElEQVQEahceckhmx1laMJVIwEpVI41Y240zeUkMcc1/CNTYrVbNrB0GlTXbgyz+opgzx0su7tvXXQbkiSfc16mYgPQ7MYMxkJZbthdTUsdbAq/1z3+atZMl1Mv0UrMon8gGCLPIgqhnz57Us2dPateuHSUSCapQoQK1a9eOevTokT6nOnq5OEkyCFbWA0AsXbqUCgsL00E33ZFIJKhZs2b0888/l+mYu3fvTowxqlq1Km0MrB5KU4MwDNnJW43mzUUHsg6mOnwyTQRZRtRDD/E2p50W/TPJgI7yKVPs+7CpCkIgJZaqGjCIG2/k2/TuLbebO5e3U2mInHIKb2cSkEKNyk8+kdthkdqcOeF9o7NYIY0XCqR+vfVWt36w2ix42GQ8qnDeeer+bTYTPrB6SFkZYCg02q8fb9anj914TLFmjfjZZZndUZFKEVWowF8nSN9pgk8+4dubVjEgnexzz6lt0XHuV9ZgpWXt2nZjJ/JiFcE+Ro3y5pHg30zojl1hmlBigrp1+b5klJuZAurBah4jIhI10lyy8rGSSTY/oG6ordbhYYfx7TMpHSDTelq7NnPXQ2BwzCRJByFLJFnK9t37n/r1hdTzuAIdGGhs1Mi+D6R+r1zZbSxBdOjA9/nss3K7zp15O6VmrgGQeSKOCn8iolmz+H4rVJDrlpUVsIr6rrvC22By2hVXZH6cQSDzhmlgJI6K2b8SPvuMv1+mdIC4jjzmmMyOs7Swa5c4V8sS2p2Ca7aaCiSuhW680f4zqYBrxYYNzdr99hu/PTj44L+OZmcWpYdnnjHcq0qAxbq2vptLLw3f75gmtIcB931QN6EE0tDXqGF/7SzKDlkfcxZZkBC7MollBe3KE1hZD0CGbdu20W233Ua1atWiRCIhPWrVqkW33347bd26tayH+//snWecFMXTx2cX5ECS5D9IUqKIBEEQEJCkZIkiKBkUUECJEpWcgyJIDpIkiCAgCJKjEkRQCYJkBclI5m77ebHP3k1V98x098zOhuvv53Mv2Kmurh12Z2e6q35FFi5cGH9hXKhbwTpy5Ej86111ckssVqxYEW87OQhlAeribQyuUrDqi4AXKAYMYNvdukXfcJ07R9vhapZ69ey/JxY4y11mIbRKFehDpOIL98/i6WvToQMc06kT2w7LyyRJwrZ75RVoZ1HYSwjxP2jqx/zwA9suaVJo98sv1r5xdRfPpiILXFnE2+MGgxc69X9OSJix+n3o/zZuFPO3fDkcbyiZh3dWtmxhmrVuDc1kN1qtiI2lqzR4Pi+i8C4QmbF7t8TiESGkUCE4zizrtUsXaBtYwJ0+Hb5evLhY7IT4ExHwohTuAzdkiLhfXnDvVaMkBytY1QBHjzobqxlXrvh7x+nnL1bMOMsXn/eePcXnLFHCerEBV8VVry42B5ZvmjFDPE5efvyR/i65vRg5ebL/nqdOHTkJqQcP6M/hSe3ZhB9eRgbNN99Ae5EecHpwskK6dOI+sNqAjA8Mvq8wks7DCUq8UpMs8DmVkYtlMX489Btu1VStWsH4unWzHtOypTu/60bg+56+ffnG4d8/t6VRI439++H54u3Z6FaSptv4fPS1+vBh2g5LQHNVXuKGgitWWA7p3RsOkZEdN2LFCvnr4Zo1/gSLatUI+f1352JSKALgvvMizzJYAGfHDrG5R42C48uUoW1YLUZk7k1xQubUqXzjcP9YVS0fWag1ZoWCkFy5cpHcuXNL/4UTWqgDMOPhw4dk9+7dZPr06WTkyJFk5MiRZPr06WT37t3k4cOHoQ4vng0bNsRfGIfr9G4ePnxIkiRJQjRNI6+//rqpj+HDh8f72Lx5s+Mxqou3MbhKYdEic3tcBTV0KNvu0SO+Bd0+faBN06b23xMLvLkn0ug6gIhsIKZfPzjWSqKOEELatYNjjPbZjx6lzzVLslEmu+2ZZ+AYVtNtWblQzn0rS7C8qWxlEa5EdPphHm/A4T+j/o5G4MVew6zDLFmgocFOJH7/dnpEWYGrNa16VsrAlAM8L+ZDdtEtd27r700AvMlTubL/dSydK5M8MXAg9FGrFi2Dw5vlKoNM5TQLLEuraf4ei27y+ed0DNOmsW0bNoR2Vv1eWeCeRazeK1g+sE4dsTlwX9RgtrOeNg3OVaxY8OYKFo8f05+BY1p+05uKr7+G9oUKyc2NpfB4r0V6sKScTBUihjdxCt8/2ckFxNLPmTPL+9KDN7MkWqIHlfffh/HxVPljiU+je/ZggTcoe/TgG4c3a51QcYhmZOWDP/0UjqlfP/ixukVMDHxv+/bRNt9/D224JKBFM2sJvRFbpYr4+zECb8AEs6+0QiGK7D2Qz+dvQaEfK6oCg+95UqUiJC4O2sg+52EqVYJ+Pv+cbxxWRJBJBlWEDrXGrFBEF1qoA4gG5syZE39h/Bz9GpYpU4ZomkbSpEljuqn5+uuvE03TSExMDLkt2mSJA3XxNkZUYkxEZhNLSB44QNt07erOggze/JBRsi1bFvrgzQ4jhJaoa9TIegxeWOnenW13+jS9MMAqLpbpN8XzHHz3Lj3/X39Z+8bSIevWWY/BsDaBjh0T90MIXeWp/zPq/ygClvDEf6Iym6ysR13rqwSwvq7BbhzukRLMhUS8SRUMaUNemWMz8KKbx8O36Ib3ZH/80dh28WJoG6gwwtI4FoX4TPCDZ6FCfqlS/Wuilasi4Otew4ZyfnCGrRMbG6I8fuyX4NLHkTEju1dJjRrQbtQo8fl4ElIGDYI2DRqIzVG5Mhw/caJ4nLzgzWKe38Bwwxfno64pv2mF/G/G4MKAe3zJLt6yrvd4ocsKXGki08cQgyuSjT7rTlarBkMqlRD/+ZC9x3MD/B3ikQvFiQbBTAJg0b49nJ9XWhFf26Jp4yoYHD9OXx94col79IBjZJN4wpHUqeF7Y/XXw71dn32WwzG+EeB4mJo3z5nfARZffgl9O9EzXaFwCvwd461w/e8/+prGs7agh9Vf8NQpaINlhmUlPl9/HfoZO5Zv3LhxcJyTyQOK4KPWmBWK6EILdQDRQM2aNeMvjFtQCdCoUaPijy02uIE+f/58fKVhzZo1gxKjungbw9s/JgBeUPzsM2NbLMnGkoaQXTwQBUvdtWsn7gNLWc6axT9WRkoVbxAYbWqyNkKuXKHtRPtNEuKv8tCP+eor2ubaNXp+Hvk2vBi3cqX1GMzBg9CHx+OXgZMB92LR/xnJu4rQvbuxf01jV32awd3LL2dOaGTQxKFaNWgmU2XLC55LZgPFCif6Shw7Jvf/xLMwFQD3vUqRwr/XgKX7RCSNA2BZwmTJ6PcTTKnOkSPhXLI/8bjXXqgWwLBMpqaxN24rVoQ2kyaJz8Ujydi/P7R5802xOXDCj0W7aFvgXmS9ewdvrqAxfTpJoj0G7+NQ7jf8GrgGzJ4N33fJknJTs65nov3xFi6E4194QS4WPfXqQZ+DB7Ptihe3vpfghaWaYFdYhXUfI9sXOVjIJJoVKADHLFkS9DAB+N6bt+etU9XniQVWj1eefNuOHeGYjh2DH6tbYJUSlkARrm567jkOx7hnxYIFlkPWroVDnExyGjMG+o4WmVhFdICrdHPk4Bv399/0NU00ydPno1WG8NoHViT43//E5giAk2x1omqm4Pv4SEyeS8yoNWaFIrrQQh2AntjYWLJt2zaybds2cvPmTUv7GzduxNv7gtDIZc6cOeS+hYbX+PHj4y+KzzzzDIlFDXmuXbtG0qZNSzRNI7ly5SJX0S97bGwsqVOnDjHaYHQKdfE2RlQzHdub9bHDhUus/nXvvANtevWy936MwDI6MnJ9PJtlRshIweGqx/792XY3btA30SwpxaefhjY8so4vvwzHsGTuWDfx165Z+8ZJuGZ92oxYtkzuwYPFDz/Q7yPwxyuLZQZ+CND/Zcgg7o8l43vkCMOQRyeWyPWolAV/73l6KYniRF+Jv/6ifVhtMvp8/nZk+jFmPRZZC3tXr/o/y/rXONrcUJw7Z/yZC/wFoWg/HizLWamSnJ/OnaGfUC4W168PY0mShO7dI5p4w4KnMgv3NXr7bbE56tSB44cNE4+TF1w1HMx+h0Fh3z5CkiUjMdp98D4OLDdPacfSqmXLyk3vxGLZjBlwfKlScrHo4b1PEenLagWrKkD0XGDw73/y5AYV+SEE91OqUcN6DN4kMatmDwbdusH5edUY8MaVE0la0QxvoiAG98t14l43XMDPPCyVElzZxyV9LSq9Qwj5+Wc45IknnOvBi59vRZUEFIpgghPreCXBWQmaMolAWPpz0CB4fPVqeFy2HVajRtAPb2sBLB0u26tdERrUGrNCEV1ooQ5Az/Lly4nH4yEZM2YkdznSgu/evUsyZMhAvF4vWb16tePx5MqVi6RPn560b9+ezJs3j+zcuZMcOnSI7Nixg0yZMoWUK1cu/oKYLFkystFAp2zq1Knxdnny5CGzZ88m+/btI6tWrSKVKlWKP9Y0WM3niLp4myFa6YCr6GbPNrblqVjDVQWffmrr7RjyxRdwHpkKFAlVmXhkKmnwucE3tQHu36dvov/8k7bDWXRbt1rH8Oqr1p8P1iYKT2VDiRJwzNy51mMweMHs1VfFfQQ4cYJ+H4G/AQPk/QYYPtzYP1fWMgNcpcvMseAsHcVrHjL/H7xgWSvRjQ0e8IJMihTiPs6fp/+vrPJ3Hj6kxxw/bmz/6BHdZ2PfPkK8XvgaS6LZithYWupZ/ycrpcML3pAoXVrOD+6jNXCgs3GK8NdfdG+jatXgYh+Wc7bq7csCV2YNGULb4KrkVq3E5sC9EoP1++vzEZIyJZwrCO2mg8fVq4TkykWIppEntTvgffz0k/nQSZPg+65YUS4Elpz2uXNiPvCGvWwsevAGQ8+ebDsZBQMjnJAew+B7xJdesucvGIh+luLi6N8Rs2SVYID7jDdrxjfOreTBaOH6dfo7cfGi9Tic8BKs34BQ8Oyz8L2xVEqmT5e4RxF5EP5/WM9Jt26JvycW0SwTq4h8sEoK73OHE32XCSGkSxfoB7c6wInGBQvKzdOsGfTTpw/fuKZN4biIVNdIxKg1ZoUiutBCHYCet99+m3g8HtJRQN+jU6dOxOPxkFaiq0Ic5MqVK/6CZ/aXPXt2smHDBlNfAwcOJB6Px9BHzZo1LasV7aAu3sZgGTMrGTtcBbBwoT1bLHEWDKlBQvyySvp5ChQQ95E/P/SxfDn/WCwB8/rr1mOwXIVRdYfPRz94sirJ8ALt3r3WMWBNfZYEHUvuCxUTM8E9HadNsx6Dee896KNNG3EfAR48oDdqAn8jRsj7DYBlEkUW+ozAi67LljGMsMaYwQf3ueegWTClyPD3IRg9F7C8Zvr04j4uX6b/r/7913wMb0WvnqxZoT1eCNY0+QqZfPmMP3fPPy/nk5cFC+B8RYrI+cHJGXPmOBqmMP360edSv/jIszBpRePG0AcrSQEvfIhKZ+OFib59xePkgVXdIrq5FTJiY8EPYRrtJngfZvLBhPilYfX2VavKhSGaeMACJ9RUry4Xi5527aBPo16puCLaQOmaC5+P/q0+dEjeHyH+DXi9Px6VB7eZNQvGaLWJydo0cvt7JyOLSgi/dK3Cj2wv8Ndeg2N4+2ZFAjz3tPheq0IFDsdYWoWjHJ6V1HDypPh7YhHNMrGKyEc2WXPTJjguY0a5+WfOhH7y54fHv/oKHi9eXG6eVq2gn+7d+cbhdbCRI+XmV4QGtcasSEx4vV7i9XpJkiRJmK/L/GFfoUYLdQB68ufPT7xeL1nGXOFlE6g6LCib7mLCsWPHyLhx40iDBg1IkSJFSJYsWUjSpElJ6tSpSZ48eUjDhg3JnDlzuKodCSFk165dpFmzZiRHjhwkWbJkJHPmzKRatWpkkUxqvSDq4m1MjRrwxmT0aHN7vNdg9nHleYZyolcTD/hGU0bSESs1rlrFP1ZmkVDk/wZXtOzbR9tg2UOeBbU33oBjWFUsv/wCbZImtfZLiFg/SyPwBvfQoeI+9GBJosDfxIn2/BJi3uOwcWM5n/g7xpQFxdpuBjt/uXNDMwMlUkfAD2SFCzs/x7p1cI7s2cV9sDb7LlwwH8OSv7OS3MUJ6Vi2L2VKeTkqvACo/+NJVLDDihVwvnz5xH34fIQ8+ST0s22b87GKcOcOfa149ll/NTch/h4m+mMWOVRMeHrQdupkb2GwRQs4Pljycjt3wnliYvzVTRHBwIEg+PTaVaHPoowsJAufj64GE90Uw1J09evLxaIHfwY7dGDbZckC7exKXaZNC/1t327PH5bCbNHCnr9gsHgxjNEqwePPP+lrvmjfSrvIyOsTIp68mNh5/Jj+v+bpL4wT9YIpLe82PG0hxo6FNtWqcTgW7c1B/Nfv5MnhMJ4kTR7c+h1XKGT49Vf4+fR6+catXEnfY8uANyg9Hvg7iKuIy5SRmwcnLH/wAd843JKA1cpFEb6oNWZFYsLj8RCPx0O86EIeeF3mD/sKNVqoA9CTIkUK4vV6yf79+7nH7N+/n3g8HpIyZcogRhb5qIu3MaI9iDjbmRFC6A0g1iYLXhifNcve+zEC36B6PHxVbnqyZ4c+vv+ef6xML65q1eCY8eONbfFi2Y4d8Dhr8eDYMesY8EZFv360zd690Ib3csTTY8sKXKkjIvvKAvfhc/KGHfc60f+9/76cTyy9yNrAJS+8AI0Myn6dXsA1Y8MGOFemTM7P4cTmlExWPmtR1qpAHssJ482nQoXEYw+AH1r1f6IVZ6LgTdqnnxb3cekSHXc4VJ8tXEjHNXy4/xi+Hu/cKe6/dWvog9Wns317aNOli9gcvNVfdpk7F84jK6nsOmvWUP/JmbxXwEtWUqlDh0IXdevKh4NVAPbsERuPe1byyj2a8dFH0KdRFT+Ww7a7oYcrEtessecPf9+C9V2ww6pVMMZnnjG3x/dmMTHO9T3jBW/A8CallC4Nx0Vcz9IQIJNAgJVe5s8PfpxuwfMZwhvYtWtzOK5QAQ764guuePAzpFPdYdxq1aFQyMBSGXr82HocTiQtWlRu/rt3acUB/VJgsHql8/YSxCovAnUiijBArTErEhOffvpp/J/R6zJ/4YQW6gD0BDYI97FKfwzYt28f8Xg8JEZWmDuRoC7exvD2uQuQLRu0X7/e2BZvXgQWT/Vg6bhgFZT+/Td9g2olFYjBGygGbTeZTJ4Mx5Yvbz2Gp/8fb2wseZszZ6xjaNkSjmFJZmzdCm14qzNx7xNRCalHj+iqSKt+UFbgfkpOLposXcr2zfO9MwJLmjAXNYsXh0asNGpCSOrU0MxKOs8OrA17ngdGEZyQt2RtrFvJ+h0+TL83q0VZLBWJ/3h6lhqBK5jcXEjC1wYZmdc9e6CPJ54QT+4IBj4fXUiQMqW/whT3fZTpH/nuu9AHKxsZf/9Zm4hmuCVNNmAAnCcc5RspTp2id7WSJCFZMzwAL1lVh2KJRdz/RoRMmaCvTZvExtuVpGWBNx2N+sniKmC7v9VO3ztiScswe14lhPjv6/QxZslibv/999A+WzZ34tSDF195+0Tb6fmdWEmRQvw7licPHGOnN2i4wbOPJ3V9lpQ/wbfiHK0LueBpBaFQhApW/02eSnbcF5hn3cQI3CJm5syEY/gZSfZ5S7YneMaM9u7rFKFFrTErFNGFFuoA9OTMmZN4vV4yX2Alev78+cTj8ZCnZdLyExHq4m0MrhDr39/cHt/IbNliz7cTvZp4YPXv+eMPMR8ZMvC/dwyWlyxb1noMrmYzk/7JlQva4szUK1fo93/pknUMPIvUP/wgtwhlt//VqVP0e7pyRcwHBi9kB/5E+k0asXo127fV/60ZPXpwLM6WLAmNDBq4JU0KzQ4elIuJB1ZV2N9/OzvHjBnQ/8svi/vg7e+pB1dtPPmk9Ty4JyP+s7NxY7YxrX9IDgZY2id5cnEfuFJPphI0WBw4QGcmv/UWfZ55pN4wH3wAfbz3Hm3zzjvQpndvsTm6doXjg1VRiq/1H34YnHkc4949ejVX0wgZP56qXLNSEujbl/58yJIzJ/QlWjWHK0Y7d5aPJQBSYDXsMYeTeX75xd68ZcpAfxwqf6ZguXsZyfNgs2sXjDF1anP7+fOh/QsvuBOnnmnTYAw8976E0Pe0ditEEwM4nwEribDAyYUyctjhCpapZamwfPwxtOGqqhaRd9GB5d6tWnrwghOVpkxxxq9C4QSstgvXr1uPGzECjrGTKNmoEfSlV9sYNAgea9BAbg58r9e0qfUYn4++Nwrms7fCedQasyKx4fF4SJIkScjvv/8e6lCCghbqAPQ0bNiQeDweUo1LAN9PlSpViNfrJXUiIh07dKiLtzG4z5HVAiOuMtq929iWRyLNiV5NvKRJA+cSlbjC40Vk4/BmRenS1mOwPI7ZYr5Vb8jz5+kb9Js3rWPgqTjAsle8fQJ4Ph9m4Gz6NGnsy2fNnk2fJ55FYB5+/JHtW9MI+eYbOZ8jR0I/TPkujg/So0d0TDKbGrzExtJyWHYXjDGffQb9y8rGJEsG/VhVg23eDO0zZrSe4+uvjT8bmmavaf2+fcZ+zSrAneDIEXpO0e8olmh87bXgxCoL3nRh/Z09K+4X90Rr3Zq2EU3wweAEg2D1XcM9VjgV2UKDz0eXZmoaIW++SYjPJySzToiz51ikBzQLfL/Xq5d8LAF4JFRjY+nTafe5ElfN2F1sx1KLBoX2IQX3e06SxPx6OnEitOet3nOSOXNgDCVL8o1Lnx6O27o1qGFGBTIy8Vi22OyZLtKoVQu+txEjaBsskcz6naWoXh0O4izZa9YMDuvZU+z9GMHTa1GhCBVXr9K////8Yz2uTx84xk5yFd4E1P8W4nlkpddxj2eeauRbt+hzw6PupAgf1BqzIrER6BuoNghdYPHixfEnfOzYsZb2Y8eOjbf/St0NmqIu3sbgdTCWhKQevFhu1jLz/fehbYcOtA3edOPJeJUFS+mIbsrIyPcEwBtPPIskJUrAMXPnGtsWLQptcSHyiRP0TejDh9Yx9OoFx7zzDm2zZAm04e0v1aEDHCfahw9XZRYrJjaexZYt9HnSNLFqUSNw9r8Tn/uZM6GfEiUYRmXLQqNp0ygT1kOKzKaGCHgxy+nNKrx5WquWnJ9UqaAfq75fuG1ZzpzWc+zcafzZ0DR78mqsh/PA32+/yfvlgVXle++emI+2beF4ViVdKLl8me45iP9kKpt5pBvt9h6SyXiWAS/2r1sXnHkcAZc8BX7U/vuPEEJI3rzwkJUkH67SbNtWPjS7C8H48/LJJ/KxBMDVz6wklfv36VN68qS9eRs3hv5EN8cxuDLUqf5gTiJ6H4cVEezI28qyaBGMgbeKUeRZQ+EHf4bXrjW3j4ujK+APH3YnVjfg+X3s1AnasJ5TKfDOI2cGF/4t4JUgtAL/JskmHCoUweD2bfp3i2cTDKtotG8vH8O330JfGTIkJNd8+KEz92jDh0M/PLUbp0/T5+bWLbn5FaFBrTErEhtqg9BFfD4fKVasWPxJb9iwIdmxYwd5rGvM9PjxY7J9+3bSoEED4vV6idfrJUWKFCE+t7vORxjq4m1M+/bwxkQvu4ARldvr2RPasjLnnejVxAsupGLsk5hiR4Jx3jw4tnhx6zE4o33hQmNb/N5mzIDHZfqiEcInH4YbifO8N0Ls35TjzUsnFr9YN+uaZr9fEiH+zwvLt6ZZ97UzYuVK6CdXLoZR+fLQiKE/xJL8FO3RKQr+fJttgMvAK31nBd7c2LbN3B5LehYsaD3H2bPGnw1Ns5fV7/PRiRiBP54qYjuwer9evSrmo1IlOH7UqODEaofx483//+7cEfeJF/cbN6Zt6taFNsOGic3hZH88I65fp8/Hn386P48j/PwzvTORKhUopy5YEB62quKTWoA2AOd6iMpq1qgBx9upTA7AU6l98yb9GTh3zt68OHHA7N6VB5wIIqIQ4RYXLtDn8cYNY3v82bOzwCrL8uUwhgIFrMewWgLI3iMlJvBG0YoV5vZ37tDn+a+/3InVDbC0dZ8+tA2+jjD7eGMkf3hxtXXt2mLvx4isWaHfH35wxq9C4QSs6/mJE9bjWrSAY6wS2M1gJStevOg/ZjdZOcDYsdAPU9EHgdcFrFQBFOGHWmNWJDbUBqHLnD59mmTLli3+xHu9XhITE0OyZs1KsmbNSmJiYuJfD/QePH36dKjDDnvUxduYjh3hzYlZryvRh3a8+IgX6N2WNcRJnyKLqTK9yPTgPlpFiliPKVQIjlmyxNgW98+ZNAkex73AUqTgi5snI276dGjD2+sN9/5g9s8zoWFDON4JuZ7Hj+l+AJrmTFb1sWO0X55FPjNw5VnKlAyjV1+FRp9/TpmwNkb/v2AmaOB+LE5v/PAkKPCAZZCtZLvmzoX2L75oPcejR3Qmv/7Pbn9GXGGsaf4F8WA/iN64Qc97/ryYj9y54filS4MTqx0ePaI3jvR/cXHiPocMgT7q1aNt8IaP6Hdo2DA4niUPaRcscZskif98hR1XrtBN/jSN2gEsXBgetqruxUlYdvr+VakCfU2YIDYe/xQ40WePp7/yv//Sp/XyZXvzYmlAO9U4rHvRcHzuZW22BxY5WeB+qB9/7F6sAb77DsaQO7f1mGvXxN6nws/zz4tdm1iJYXa/l+EEVshhtTHAfXy5ZJfr14eDBg3iigdfK3laTfCAW3+EY3KDIvEiu34i+TVjEhdHJwEFlCxElbSMmDQJ+uGR9MatR3haUijCC7XGrEhsqA3CEHD58mVSv379+E1A1l+gwvByNN3JBxF18TYG95gzyzD+7z/6Js9MJmLUKGhbowY87rb2Or4J/PBD/rGsBaRjx/jH4x5jhQpZj8mXD44xywbG/XhwS4zt2+HxdOn44h43Do5jtUiVuSkmxHoD2YrixeH4L78UG28E7jGlafbl0AgxrhJ74gn5jRrWpiMl4Vi1KjRgrCr/8QftJzZWLiZemje3XryxA5Y4lpWmxPTxwPQAACAASURBVLJdVv0op0yB9q+8wjdPtmzsz0eyZHIbTHrq1aP98lQ22kU2czjAo0f0hv2+fcGL1w7r17P//5Inl/OHJXJr1qRt8Fd7/HixObA8ZPXqcrGagStqn3nG+TlsExvr/3HD/3mMlSIs87lggblrnkVqXmrXhr6GDxcbb6U0IANPjzlWD2TZpJgA+P6hQQN5X6wNTLtJGcHgwQM6TrNqXPyR5myV5ig//ABjyJbNegzrXknJrlnz4ovwnM2bZ27Pqqq5e9edWN3gvffge2NVBmGp4gEDOBzjQQMHcsXzzTdwWJ48Yu+Hhc9H9/M+dMi+X4XCSWQko3FClOj9LaZMGegvkFCHe3n36yfnH6vTs5KlMMuWwTH58snNrQgdao1ZkdhQG4Qh5Pjx42T8+PGkefPmpEaNGqRGjRqkefPmZMKECeSEyAqbQl28TejeHd6cmGVhs3pZmS2i4I2jihXhcbdlDXv0gHOx+ukZcfcuHeupU/zj8U0gj8wS3qj67jtj2zfegLZDhsDjGzbA41mz8sU9eTIcV748bcPTg4jFiBFwnKjcDu5hZ7VxwwuWNNQ0Z7LXWYuQmkbI00/L+2R9J6kKLbx7zOhxu38/NEmWTD4mXvD3UbYxvBFt2kD/H30k5wf3Ll250tweb6q/9hrfPKVKsT8fefPKxa2nWzfab9Wq9v1aYXfxirWAKSpR6iZ16tDxpk8v5wvLlrL+v3BFGK4ct2LiRDi+cmW5WM3AEpQVKjg/h23696f/4ypU8JeUI0R6AxPir4zX2/fuLR+m1GK2jhdegOOtNjd5wOoIrB5zTvQixfAkL/Fy/Dgd3/379uILBqLXU7xhNHu2e7EGwH2dM2SwHvP77/T/R7ATlqIBvAA+fbq5/a+/Qnve1gORAk6AbdeOtsFqoUOHcjjGpbmcOwrbtsFhadKIvR8WrP6uYSvhrUi04CrXXbusx+Bnopkz7cWAEwYCqkV4/YTrGsCAJ1kKgxWYnKoqVriHWmNWJDbUBqEiKlAXb2N692bfMLG4eJF+ELl2zdh+9mxo+9JL8Phff9H+ZHo18YIrMkSqJez20FmxAo7lWfTPnh2OMdsAs8qAwzJPvFUcs2aZ/x8SQvfVeOMNPt8TJsBxIhsWcXF0ZRFPRiIPeGNJ0/zSXnZhVeBqGn/PRhaxsfSC4S+/IKOaNaEBQ4dwxw5okjatfEy84H4NVao46x+v4fTtK+fnueegHyuJSywNyft9wJK5Tp4XnKyhafYk+URImRLOu2cP/1gsv5MmTXgvYJ44QffVzZ5dztcXX0A/OMGGEELKlYM2olXUuNqVlQBilz594Bxvvun8HLZYvZr+cmTNSsg//zDNcRWe1aLVm29Ce9FNPT0tW0JfolJYuEfZN9/IxxKAp8dcMCrUZ8yA/uwsrO3dC33JVv26AZZJM+tPmysXtF21yrUw49m9G8aQOrX1GPz/8eSTwY8zGhBNGNm1C9qnSuVOnG6BZeabN6dtrNRXmOCsD07tXtZ18MEDsfeEuXKF9mnw06VQhIyMGeFndMsW6zFYtt+szQoP+J46kMzEkUPLxaJFbP9m2FmXUoQHao1ZkdgIbBCWKlWKVKpUyfZf5WBkJ9tAC3UACndQF29jcOJ8kybGtqw+ZWYbelhW8/nn4XFWlrBdKT0zZs6Ec5UowT/W7kPYqlVwLM8GHe59tnGjsS1eOOzRAx7HMm/PPccXN091AP4M8S4A21mcZvXiOXuWf7wZeIPHiYd4QvwLotivpvFXXBqBH7yozwkua2Lo0uEK0//9z15MPMyfD+csXNhZ/05lheL+fVZVN3hDpGlTvnm6dmV/Ptq0kYtbz5o1tN/+/e375SFTJjjvpk38Y/EmQNGiwYvTKXr1gjGzkip4wHJFZcrQNnYzrJ3cZDECS2x27er8HNKcPOnPhtAHmDSpP2PCALwpO3Wq+RRY3nfwYPlwO3SAvjp1Ehv/9NNwvBNV9zw95g4dgjZJktifd8kSuXsaFuvWQV+8CguhIHNmGKtZT1y8mRiK3mRYnSAmxnoMTgzJnDn4cUYDuK+z1UI3ln91477PTfr1g++P9XzL0aKbpkULOIizATrrOdKuOsmZM7TP27ft+VQonAbfe6xfLz4m0DNQFtxqJWlSfxuEChXg6198IeefJ1kKg5P0eZ8XFeGDWmNWJDYCG4RO/AV8hRNaqAOw4vz582Tfvn1k27Zt5J5dPZ5EjLp4G/Ppp/DmxKyPC6vf2aNHxvZWVWv79okvHNgBb9LlysU/9p9/6Pd+5Qr/eLxAnzOn9ZgMGeAYs4w7LJ3xwQfw+FdfweO8VWv4hjd/ftoGZ+m2aMHn26rC1IwTJ+j/D6d6pyxYAP06KbuEq4s0TUzqlgXOsly8GBngFWqsP0vkNrDtgjclnW7OjvsvjRsn5+ell6CfOXPM7fFGX9u2fPPgisrA36BBcnHrYWWuW21sOEXOnHDeNWv4x+LN1nr1ghenU9y+nfCZ8XqtJSiNwHJFrIQW0Z5TmHnz4PgXX5SL1Yzq1eEcI0Y4P4cUd+/Su/+axuzRqqdiRWg+ebL5NLVqOff+P/oI+mrdWmx8+vT89xS88PSY++knaJMihf158aaeHalunPnP0yM6VOTODWM1kp5n9X/94w93YyWEkMOH6Tis7qdWroT2TvRqSwzgXLBhw8ztZZRNIonBg63vH7AsK9d9UevWcBBnY9nYWP/zhH6o3X6Bv/1Gf7+UHK8i3MAtU3iq2bEsqd0Elxs36O/K4cN0ot2sWXL+ZZSa2reHY1h9UhXhjVpjViQ2Apt6Ho/HkT+1QcjB7du3Sf/+/Un27NnBDivWeV28eDFp3LgxaccS1VcA1MXbmGHD4M1JnTrGtvhB32rjBGcBZ8kCj+N+DE895cx7MgLL6aRMyT/23Dn6xvLmTf7x69eLL2bhwgazm2O8KYEvCzLNswnh29js3BnatG/P51tGjiMA/r90YsExwJ490LdsDzEWadLQnyPOtQVDypeH/ihZKaxd+cknlI/Fi6EJrvYNBqzrCaPllzSvvAL9i8ovBihbFvqZNs3cHj/wde7MNw+uuA78iW76sLh3j/a7dq19vzzgDexly/jHNmsGx8r2kXSbO3f8Gye//irvA1dvFylC2+CecgsXis2Br8FOV/ESQkixYnAOqw12V/D56CoQTfOXmFjsXlSuDId89pn5VKJVPWb07Qt9vfWW2PgUKeD4n36SjyUAT485LGHtxL0evgfgka40AvdaLlfOfnzBolAhGOvXX7PtWEltly+7Gysh7P6OZomFhNDqApFQOR4ONGoEz9vAgeb2OHEw2s7zqFHw/dWoQdvgJBuu36d27eCgLl24Y7JU/BAkGMkXCoXT4OcAq1YNcXH0Zvrhw/bjwAmLCxb4763t3EcHkFnnwddst5RdFM6h1pgViQ3Vg9BlTpw4QfLmzUvtyrL+E06fPk2SJElCvF4v2WEih6RQF28zRo+2foAKIFrxZ9V7BN9MsTLPnYS1UMFbmHvqFD1WpGJt40Y4Fm+WsnjySThm715jWyxTgavSPvsMHueVe+aRenr3XWjDuyHyzTdwXL58fOMIoSveeCoyeYmLg33nOnZ0zneWLPTnaORIez7r14f+qP0/3ASL8QSCqzl5mqvb5fJl+lz8/bdz/vHCj2wll2hfH9yepndvvnnwgnfgb+tWubgx+s0kr5eQ8+ed8WtF8eLw/YhseGLpn/HjgxdnuLFsGXzvBQvSNqL9MTEykkii4GueXZkoR/jyS/qLVqiQv1GsBXjDz6oyuVIlaG+1oWiGbL9fQvz7nvgtO7Hghu/zWH3MgiEZyapMk5Wox+e1dm378QWLkiVhrLNns+1YlUVOJuDwwmpNYPU1w1/PcN6wDSdEW+Nhmf9oO88TJ1o/9zz/PLRZtIjDMZZsESj7wb/ZlOKHIJs2QX9OK3EoFE4g2qrh9m36d+P0aftx1K4Nffbq5VdG0r8m25sZJ0vxfBerVEm8zzjRglpjViQ21Aahi9y/f5/ky5ePeDwekipVKtK7d2+ydu1a0/+EqlWrEq/XS3py6t8nVtTF25jx4+HNSdWqxrY7d0LbNGnMfbP6zuiT892Wt2H1rTt3jm+sqLwqZvNm8RvHZMngmAMHjG0/+QTaNmoEj+NM2po1+eLm+T/HhRi4/6ERa9fCcSKbfLNmwbFOS+Ndv+5f+J0921m5HiwPZrbAx4ulRAkuw+rTh/KBKyhE+kHKEhvr36jSz3vwoHP+7W6eBBDdEMAbtrwSoWfP0p8Npx6KCfEv0mfO7L8OuynziCswRaRN8+Rx5v8wEsEye88+S9vkzQttvv1WbA4ZSSQRWN9xu5JqtvnpJ/rHNVUqQo4e5RpesyYcOmqUuT2uZJ4yRT70ceOgr2rV+Meyqoj//FM+lgC4x1yyZLTN999Dmxw57M/L6r1165acr+7doZ/mze3HFyx4+yVhhY60ad2NM8Dff9P/T9eumY8ZMwbaV6/uTqyRTps28LxZVdzj82y3H3a4wbPRjH9DuTYH3n8fDurQgTsmrPjB1fPQBJ4esApFqBGV8bxwQfx3gweswlC9uv9+RP+abG9mnORptUZGCJ1AGRYKGwoh1BqzIrGhNghdZPz48fGbg7/88kv862b/CePGjSMej4e88sorboYacaiLtzGTJsGbk1dfNbbFm1yZMpn7ZvWJe/Ag4Tju9SYiMSlDXJx/cVw/J++GxJEj9HsR6UuHF2vSpbMeg+U1zOTqRoyAtjgDftAgeNys16QevPjHqhpt0gTa8Epk4MxXkaoCvOH52mv8Y0MJ3rTSNLGebCxwn7YmTZBB8+bQoFcvygfuf+fWQlEwq4ty5YK+V6+W84MzTq0213DPtTFj+OZ59IjeTPF6xRIRrIiLk6+ykaVqVfieLFq8xePzEZI8ORy7a1dwYw0neDZV7H7GnezjxoIlc3jpkrNzCHHlCr0apGlCure4z9fw4eb2pUtD+5kz5cPHFT8it/7XrtFv+8IF+VgC8NwbffstPO5ETzlWwpdsVTTeWBFQDHQd/PsyejTbDifgsRIM3ODqVfr/yUopYOBAaI8T3hRsOnSA561TJ3N7nFjI+1wQKfAoY+CfA6778S5d4CDevgrEf471Q61kYK0IRXsAhUIU0USpo0fp3w0nnoVwK4ds2fxrWfrXNm+W841VtpIntx6Dk4ZXrpSbO2Tcvu2/qB0/HupIQoZaY1YkNtQGoYu88sorxOv1kn79+oHXzf4TfvzxR+LxeEgWHr3CRIy6eBszdSq8OTGTmBFdTLx4kb7Bu3494fiMGfBY6dLOvCczMmeGc/7wA9+4gwfhuKRJxeYVrb6Mi6PP3R9/GNtPmABtcSUo3kRq1owvbp7FvzfegMeHDuXzLXpO9PToAce+/Tb/2FBSogR9Pu1eknBVSZUqyKBVK2jQvTvlY/BgaFKvnr2YeMGyM7IyoCzwQ9+PP8r5wQs6gweb2/NWeLDIlg2OdaLSJtTgDZVhw/jGsRaWz54NbqzhhFUPX0L8v8F6m/Xrxeawk6TBwy+/QP9er7MV2ULExtK71QbXQzNwhbDV9cCOxC5mzhzoq0QJ/rHByshnSbc/fAhtliyBxwsVsj/v48f0vLLPqpYy3WEEbin86adsO3x//dJL7sYZ4L//6P+nM2fMx3TrBu1btXIn1kgH9yJv29bcHlfOtmjhTpxugfv4spJQ8TMhV0/Ajz6Cg9q04Y4Jt2Sw28IgFM/RCoUoWEpz4kRze9xbk2ezjYfff6d/j3Di+O7dcr6x7LnHY51IniYNHLN9u9zcIcHnS2iimDq1vDZrhKPWmBWJDbVB6CIZMmQgXq+XbNu2Dbxu9p/wyy+/EI/HQ2KsmsElctTF25iZM+HNSalSxra475tVRvKNG/SNmD5jHffFq1TJmfdkBu43wduM2m4j+D174PiUKc3tHzygz92JE8b2WEoHVxbIPs/++Scdx/370Ea2YoqnOtEIvOfVtSv/2FCCsyh5FsusmDcP+itaFBm0bQsNPvyQ8oE3kJs2tRcTL1i+024/xgCPHolV4JohWiHL2yOKBa42ckPqNdjIVhj/+iv9sO1kNWW4w1N1jhc3N20Sm2P7djj+qaeciT0AroLMmtVZ/0JgbSlNI6RiReHGbI0bQxdWFSCFC0N7rh5XBtjZaGP9lvP2YDaDJfV5+za0+eoreLxYMfvzEkL3ad6zR84P7jNrtXgZSjgEAQghtMpCqOQjHz4Uu5clRL6vdWKnVy943nAvcoxoxWGkgXvs5s9P26RNC224FuhxhmLLltwx9esHh9qtjuXps6hQhBpRafZg9C0mxH+7hxXm8Z9OxE0IVisas9vL2Fja/sgRublDApYe0jSxjNgoQa0xKxIbaoPQRWJiYojX6yUHUKMxs/+EvXv3xsuSKoxRF29j8OaCWS+3pUuhbcGC5r6tFgawLCZvXzw7VKwI5/zsM75xdqrdCPFXienHW2XD3blDnzuzXmS4sgBL6XTsKLcQcP48HceNG9AGL65NmsTn+7ffaN+8sq1Y9nHIEL5xoaZaNfo9371rzyfu5UhV9uLVtg8+oHx8+CE0EUiItgVe7GTsXUrB6ucnWy3DuyAboFAhaP/11/xz4eoQqwW+SABv5nfrxjcOby4lNqEEnqSSdOmgDcovs2TvXus57IAl3ooXd9Y/Nzi7SdP8u5X//CPsqmlT6AaJflAUKADtBdRMKez0m8LZ7SK/t2awesxdvQptRBLRRPjf/6BfXkUITLFi0I+TlexO8957lj/nhBB6s4hXNcJpfD7682G1CIq/Y4y2yQoGAwbA8/bmm+b277wD7Xv2dCdOt1i92vp6iWXMf/qJw3Hv3nCQgIQJ3tAza+vBw9Ch0F+dOvb8KRTBQFR5AUtkOyFLHgCrOuA/znbUFH/9JfZ8z1JJuXhRbm7X2baNLr1Ml85/EhIZao1ZkdhQG4Quki1bNuL1esk3qETb7D9h1qxZxOPxkLx587oVZkSiLt7GLFoEf9/N+gDinoFUpRLC56PvHw4dSjgeij4jeAF+wAC+cVu3wnHp04vNKypRyqq+NOuvg/tQFC4Mj7duDY/zLtJfuULHgddUy5SBx6dP5/N98iTtG1cnGoErraZO5RsXaurWhXE7kduBq1tjYtDCL94dZmga8S46Og1eZ7Fa0OIFN4tPkUJ+MZyjABOAe0p89x3/XKNHw7G8m+3hDMfHj8n06XCciJxiNHDgAHz/yZLRNqlTQxtRaSQ8xxNPOBN7gOHDof8aNZz1z8Wff9JlIkmTErJjh5Q7vKjeu7e5/bPPQns7PWY2boS+RDbN8WawqAqCEazehniRC/dOdKoyOn9+6Fd28xX38ly1ypn4ggGvGgT+3QplFR6u2EB5sBSystSJHbxZ9MYb5vb16kH7QYPcidMtfvgBvj9cwe7z0UoT+mdUQ3A1+ltvcceEn6Pt9gwMlfqHQiECVhKxSqzCyetOJpe1bEnfs+j/zJKxzWDJuOOEaj0nTtD2Tqg6BJ2LF/03n/rAPR5/VmciRK0xKxIbZ86cIWfOnCGPBRV4IgUt1AHoqV27NvF6vaQr0soz2yCsWLEi8Xq9pHnz5m6FGZGoi7cxIlWBs2ZBW54scLMFTKzS4kb/Cyyp06ED3zg7C3OEsOXyzGBtzF26ZGz/7bfQFucMvPWW2M15gNu36TiwJCbOxvvqKz7frOrEmzf5xubJA8ctX843LtTghyQrmV4eTp2iz+N//+kMOneGB999l/KBq+TcyiSfNAnOW6aMM36xFF++fPK+RKtvseyjSO/DGzcIqVXLv3hfrx76f4xQcJ8j3n5Sn3wCx9WtG9Qwww6eii9c/SB6e8PTY9YOXbpA361bO+ebi7t3CSlShH6TNjQkOVq6AnLkgPZr10pPbUvJYMsWOFY0yckIHrUD3COZ6pMrCZZznjVLzk8k9QHCEoVNmrDt8OaPUa9CN0iVyvg5gEWlStD+88/diTPSGTMGnrfq1c3tsaLFuHHuxOkWVomdjx7R1y6u6iGc3dq4MXdMeNPSrnQivr1v186eP4UiGLRoIfaMiZ8NK1RwLpZx4+jvvf7PbK3FDNF1m2D1WQwqjx4RUq4c/UbDuXFzkFFrzApFdKGFOgA9c+fOJR6Ph6RIkYKcPXs2/nWjDcIJEybEH/s+kWZt8KIu3sZYbSzpwVnguM8dC5xkpF8s79QJHnvvPfvvx4r+/eGcvFWLWO4ue3axeUXlNHlku/SsW2ceH14s4pXkZD1AHzsGbbCk4pIlfL5Fb6b14IKQrVv5xoUavLj88sv2fd66ZbFAi/VD27alfAT6jAf+rPpqOcXKlXDeHDmc8YsfAO3IOHXtCn21b29uL7oYGu3gay5vlWi7dnAcb+VhtMDqZ4J7MOIKfdHeKcePW89hB9yvr29f53xb4vPRmQ+a5t9RsbELij+XVv1vsQzmhg3SU9uq+MT3MJQUtSQ89wi4H55TcvKVK0O/EyaI+4i0PkDDhsFYjSQFy5eHdqGsRs+QQex+zU4f38SMaF93rP4RKUocvFjJdP/3H/3d51LIGzQIDmrQgDsmrCaTJAkhcXFi70tPmzbQn1My/QqFk7RvDz+nXbqY22P1idq1nYsFJ3zjP95EZQzrWfzcOWN7vG4T0h7dvOAHYk3zZ6LYuYhFOGqNWaGILrRQB6AnLi6OFC1alHg8HvLMM8+Q77//nvh8vvhNwD/++IP4fD7y888/k2bNmhGv10u8Xi+pWLFiqEMPe9TF25g1a+DvfK5cxra4dwJPFvgzz8AxeukmLHv50Ue2344lsv0fcAujZ54Rm/foUfqeyqwy+9w52v7WLWN7XB2QMSM8Xr06PD5mDF/cPh8hXi8ciyV4sIQarzwX6+EcVyeyYPW2/O03vjlDDa5Gc6IqyufzLxTr/e7bpzPgKOGqVQuajBhhPy4e9u+nF0tiY+37xTJsdnr54Urnli2Nba1klRMjvAvaGHzNSmwyc1b9TFi9vUSvg6w57txx7j3gTQpXK4FwRpOm+bNZbJblYhUCKznm9OmhvZ1kFtH7CD3ffAPHOdWZgCXTd/gwtBk8GB6vV8+ZuZ2QSGT1AbpwwZn4ggFvNebzz0O7hQvdjVNP1qwwFqtekQULQvulS92JM9KZOhWet7Jlze1feAHaL1jgTpxuYdXaQboHmKiWqw7Ws51sf2xCxKUbFYpQ8P778HNqlRD+8cfQ3knp3EuX6O+g/u/BAzm/9+/Tvk6eNLbHLX4KFZKb1zVwLxtN8y8ammWvJwLUGrNCEV1ooQ4Ac/bsWZIjR474TcFUqVLFbwRmzpyZpEiRIv7fgd6Dly9fDnXYYY+6eBuzfj38rc+WzdgWZ4Hz9BMqXBiOWbw44VgoHmwWLoRz8vZ/WL4cjsufX2xelta82U0oSzbSrNk1zpTFve1efRUeF8kmf/JJOHbvXnj86afh8fXr+fyyKg+OH7cex6qujJTL4JAhMG6r6hNe8ALcunW6g716wYMMSWpcifHZZ87EZcXly8FZnMWVSx9/LO8Lt5sxe1BlbV7zfKajGbygXbUq3zi8eDl3bnDjDDdYEsz6fiY8lVtWiPZMESVfPujbtYX+vXvprInUqcVPEAO80GUlU45l1nftkp/7zBn6/+v2bb6xuPeVWb9pUWJioG+QoELoKmIjWUxRsGyZldwriz//FLvXCjXTpsFYjWS5ceUq731ZMMB9eVevNrfPnt3kfkZhyJw58LxZ9e11sj9qOPL77/R3W1/ocvEifZxrrXvECDhIoLyJtYlg5x4xVMl9CoUI3brBz6lVqwHRDUVRcCuIwJ/HIy8wERdH+2N0h4rniy+gLY8qV8j47Td/CbY+4JgYf5ZvIketMSsU0YUW6gBYXLt2jTRr1owkTZqUeDwe5p/X6yVNmjQh169fD3W4EYG6eBuzaRP8vTfrh4A3N3iywEuVgmP0PWLq1IHHhg61/36swP0feHsJ4sQp0cbyoht+otJvv/wCbXGm7Msvw+MzZvDHni4dHLttGzwuKh8VgFWd+Ouv1uNYvbkipU/uqVMJDyZp0zonZYY3U+bP1x3s0wceZOxw4c/H9OnOxGVFXBwhyZLBuffsse8XS2d98YW8r08/hb4aNjS2vXGD/myePy8/dzQgWtUQAF93Nm4MbpzhBmvzXJ8IcfcuffzUKWfnsAuW23Wlt9u//9I7DJrmWKNarLBk1fPJbp9IPXb+v2bMgONKl5aPA4N7+O3cCY/37AmPO9U2/YMPoF8r+WcWP/8MfSRL5mwfTqeZPx/GW7QobWOpKuAy+fPDWL75xtweS8jv2OFOnJEOrkixSgKw0y85Ejh5kr5e3ruXcJxVQc9VYD56NBxk1ewRgX8X8fVSBJz8qfp1KsIR/BjarJm5PVaH79HD2XiqVqW/+5rm7/9uh6RJoT8z2X+8psarruI6t27RP+KaRsjMmaGOLCxQa8wKRXShhToAM86cOUMmT55MWrduTWrVqkWqV69O3n77bTJ27FhyPLGXJAiiLt7GbNsGf+/TpTO2lckCN6tcwzdo48fbfz9W4B4+SZLwLQZ99RUcV6yY2Lxnz9L3VmaSoaI9C62kx4oVg8fABpIFVvJQ+GFXZIMHVyf+9JP1GLypbfaZDUcuX/ZnxP/9t3M+K1WC5wT0YuJoAle0qPznwy44i33ZMvs+c+SAPu1kxuNeGGYPcayMdDvyUdEAvnYWL2495t49+jwePRr8WMMJ1mazvrpWtN+JzBx2YElI//mnM74NiY31ay7iiR1cXeJQbAbY7ROp5/Zt+q3xyHITQvcns9OXFZMxI/S9eTM8Lrqpyguu7papTJRNGgsVWCo2Xz7ahvU54eqtFiSwksiiRca2LJluO9+ZxAT+bFgpneD7byeSs8IJqyp81nMTVw9e3OS6WjWhuHBF7bffir0vPapfpyISEEm0JMSv2qu3HzzY2XhwRaNT6wki9e4PKgAAIABJREFUaxo4BrP2FSHD5/P3WMUnqm3bUEcWNqg1ZoUiutBCHYDCHdTF25jdu+FvPpam1COTBV6zJhwzalTCsbJl4bGpU+2/HytY/R94CnFnzYJjXnpJbF6WlJvZvIcOQdskScz9nz5N+9f3ksI9XUQ2Ycz6SBIiljGHwVVCPBUmS5aILYIkBrCkJpDr5Xgyw8mBDhXbcFGhApzbbqJAbCy9wGhHBWXsWOjLLFmcJVd3/7783NHAsmXwfBQoYD2GdR55pRSjhTt36HOgX+Rn9U8STTqwmsMOrOoNm+3/rMFp6prm3wlzsMS8d2/++yAn+kTqefyY9vfHH3xjR46E43gk4nnBMuNYEhL3bezUyZl5nXhPX38NfRQs6ExswWLdOhjv00/TNqz7QbOEtGBTogSMxUwumiXBGPTEgihh9Wp43sx6yrPk8JxStAgX/v2Xfo/6imv8nMUtL4izLSpXForrpZfgcBFFF8xzz0FfS5bI+1IoggVOtLRS5cVtL0DSqwPMnUtfGzTNvM0OD089Bf2ZVb+3agVtP/zQ3txBYcwY+iSVKKEebHWoNWaFIrrQQh2Awh3UxduYffvg737y5Ma2MlngjRrBMZ98knCseHF4bN4822/HEpYs24kT1uOwTJ5R3xcj/vmHnvfKFWP7/fuhbUyMuH99Lw3RHjB6zB5AY2PlFywJoasTN2ywHjN5MhzDK1kYzXTsCM8J6NfAoQ2MFfm+/9692N9+G87drZs9f6wqvkuX5P2JrAX9+qvkglMUs2YNPCc5c1qP2bIFjkmdOuhhhh1WPQYvXRL7TeGdwymBip07od+UKZ3xa8jKlezVHjtffgah7kmKpSMPHOAb98kncFyDBvbi0GOVRNSmDTz+0UfOzDtlCvRbrpy4jy+/tHdv5zY8qh/4/jFp0tD+DmHJ72nTjG1ZmzoOf4Wjlg0b4Hn73/+MbVkV3qdPuxaqK9y8Sb9HfZX9Tz/BY2bPvwDcPKxiRaG4atSAw4cPFxoOwGoZa9bI+1IoggUuun3tNXN7XBmrb0/jBAcP0tcGTfMr2tghSxboz0y2GVdJDhpkb27H2bKFzrZNnz76fihsotaYFYroQgt1AAp3UBdvY3DvOrNKNZks8BYt4JiePROOFSgAjzkhLcgDloDYvdt6DH4erFBBbE7RRY89e6CtWWUnIdZScSI3rRi8kfvVVwnHWBuuIhUoeGHxu++sx+CCuLp1+eeLVgYMgOcEFAlyaGTiPpJbtrgWOlWR07ixPX940eeJJ/zZ8rLgBWSzRvL4exv0TZEIYPNmeE4yZbIes2ABHPPcc8GPM9xgVZ/pKzxY8mk3bzo7hx1w5WiePM74ZfLnn3QjvKRJCdm1y/GpBg7kv16xKjTtrq1Y9fszolcvOO7tt+3FoQcrFCxdCo/jJJDevZ2ZF18nrHquscA/jzVrOhNbsOBJHsMbRWa9xd3ArNUAhtUXTq+GoTBGpGUEK6nw33/di9UNrKpRt2+Hx9Km5XQsclPIAD8X20mYSJ8e+uLtAa9QuInonnqw14fu36f3vjSNkEKF7PnFG/Zmybbly/P/LrrOhQt0k1qPh5aHUKg1ZoUiytBCHYARcXFx5MiRI2TVqlVkwYIFZN68eZZ/CmPUxdsYkV53MlngZpuKocp8zJULzouz3VlMmADHVKkiNue1a/R5vnjR2H7HDmj71FPm/lkPwidPJhxPm1ZuUZEQQl5+GY6dPl3+fWFkpE8/+ACOUVL4dJUbePgaNcpyBRRvmu/d61ro1IOj3QoO3Icnd257/rC8cKlSxrYym2HRjsymKf7IVq0a/DjDEbNqMacW0vEcBw86E/ukSbbWUPm5e5eQIkXok/HZZ0GZbvBgOE39+sa216/TYdnt8YiTfTZu5BvXuTMc51QfQELo079gATyOJbAHDnRm3u++g37NJBWNwNL5Tm6cBoM//qA/U7Gx0GbxYng81AkWr70G4xk71tj28GFoq6rw+dm7l/+3liXjfe+ee7G6AUtGVS/xvHEjPMa9kT59uq2bVtzHlqddhxHJkkFf+/bJ+1IogsWMGfBz+vLL5vZYXWj9eudjwupImkbIiy/a85knD/S3cqWxLe7Ni++bQsbDh3QPIE3zZ2crKNQas0IRXWihDgBz9+5d0qdPH5IpUybi9Xq5/5JYNShL5KiLtzHHj9P3AEZN2nEW+McfW/vHD0KtWiUcy5gRHtu82Zn3ZAXuh8IjXTF6NBxj1oeMhZXUDUZ0o8Gq11FMDDwm0pMNZ39//nnCsb//pue9do3fd7FicOz8+dZj3noLjnGqGiGSWbgQnpPnn9cdxE30kLaLz+dfhNOb/Pqre7FjZcDs2e35+/xz6M/uxsT8+dBfsWLGtjJymtEO7vPj9Vov+OLNDP3vRmIiZUp4HvbsSTh24gR97X340P4cTiUH9OsH/TZq5IxfgM/nX13FJ6Jp06DtKgwbBqcyq2C/fJkOTd8DSwYrOU8j2rWD47p0sReHHtxTC99T1a0Ljw8d6sy8W7dCv2YVU0bg8/LBB87EFizOnKE/U7i3J066CdrmPCd16sB4zCQVd+2CtolRXloWrAiTNKmxrczvciRilmSD79dy5OB0arMp/YgR9p4nA7B60h49KudLoQgm8+bBz2nx4ub2qVJBex6lJ1GaNKG/PzIy5XoKFYL+zHqC4t7Nbrb2MKVLF/rE1KxpT4onilFrzApFdKGFOgA9//33HylZsiTxer3E4/EI/Xm93lCHH9aoi7cxp07R9wF377JtcT9BnixwLH345psJx0JVtfT663DeUaOsx+BFQYZKoymiUmNYIiprVus5jDYBrTYPraheHY4dPTrhmN0qFlydOGOG9ZgqVeCYMWP454tWfvgBnpMsWXQHLcpfrWSYgs2BA3DuJEn8Cx+yYCm9t96yF9+SJdAf2HxFLF0KbQsWtDd3NCCzkdWgAbTv18+dWMONdOngedi+PeHY77/T51Xm+f2pp4znsEPbttBvUDZecBO6wBc0iJqEHAXZ8Vy4QId3/bq9+fEC1Ndf841r1gyOczKxplw56PvLL+FxfA/h1G827iOUJIn4JkfDhtDHgAHOxBYseOTqBw2Cx994IzSxBsDn2KwQAd/L8Nz7KvyI/CbgHrHRuhFrttGA1Sby5uV0OncuHChYdjRzJhxesqTQ8HhEE08VilDx9df8z1Gsyl+npO/14HUdxuOxMCJJzylSQFt9AmDIWLSIPim5c4tlficy1BqzQhFdaKEOQE/v3r3jN/zKlClD5syZQw4ePEj++usvcubMGcs/hTHq4m3MuXP0vcCtW2xbnAU+bJi1f5wpWbu2/3XWppVbVUu4ErJHD+sxuO9dgwZic4puwqxdC215KpGMZESt5EetqFcPjh08OOHY0aO0b5HNnYoV4dgvvrAeU7QoHDN3Lv980Qprky1+oRRr/b36KhgbDBk8EVhVNufPy/vDC+E8328zVqyA/vLlM7a1uW4UlbB65d24YT6mdGloP2WKO7GGG2a9Y1kVIDLgNiObNjkTe82a4vcLQuzZQ5eHpE7tl0UIIuPGwSlRQTbg9Gn6s4+rvUTBCghz5vCNq18fjnNSLapyZeh74kR4vFIleNwp9deTJ+nza5Tgxhv7+PHOxBYsWMlmuO8zLgBo0yY0sQZo2hTG06ePsS3etDH7vVVAWN8HI9nQ9euhXbRuxJr118Zr4WabFgDc/LRoUaGYVq2Cw2WkkQkJTgKKQhEMvv0Wfk7NNuNv3aI/12fPOh/T6tX0PLVq2fNZqhT0Z6RQxVqXCfKtqzVHjtCZ+zExsOxaQaHWmBWK6EILdQB68uTJQ7xeL6lduzaJU2XcjqIu3sawGtVfvcq2xZV3PFnguDda5cr+10NZtfThh3BeHvk6LJfWpInYnI8e0e/32DFje/wA+eyz1nMYLSbfuEHPLbIBhGU49NU8WNJIVO0Yf6bMetMEwLIcbvWuDGfOnqX/j+M3YXCVTfnyYOzFi/RYN5MFfT66j4qdTMoKFaAvvFgtCpahMlvMwac61NJu4QCrT+nff5uPwd/x775zJ9ZwI3t2eB70EkT799PP8TLgc71unTOxv/gi30KJFP/+S58cTfPvLgQZfE9jlnHOqp598MDe/K+8Av3xbp7jKj4e5QReatSAvvUqA4TQFYZTpzozL6ua7p9/xHwULw7H8264hgqrvmqEEPLOO/B4z56hiTVAq1Ywnu7djW1Vko08Isk4iWUjNls2+D71vczmzJH8rOEmn4ULC8WEZXSffFJoeDysFiEyMuMKRbDBSc9mcr6s61gwNr5Zz812pfDx/RlWUwjAas/y77/25rbFrVuE5M9PB+XojXt0otaYFYroQgt1AHqSJ09OvF4v2bBhQ6hDiTrUxduYK1f4F1hwFri+F50RRo2pWYvGFy86977MGDoUzhuoajQDyxa+847YnKxFnd9/N7ZfvhzaFihgPUeuXHBMYONMZBOYRcuWxos7e/fCYylT8vslxC99pR9v1ZvI56OlVN2Spg1n7t6l/4/jN9ynTYMHypYFY1lZ5/fvuxv/s8/C+Zcudc7X8uX2YhOR+7Vo95gouXeP/nyZVTA/fuxPNNDbJ9YEVvxZXrky4diePfauvQFwTzunNmPxwuzatc74JbGxtM60pvl/pF0A93erWNHY1ikZWD2vvQb98STVEEJX6/Pcv/GCf8eHDIHHS5aEx2fPdmbeBw/o8yuahZ87t/F3LFxJnhzGjB9r8IbtiBGhiTPAu+/CeMzkhvH3q0IF9+KMdFgb5kY9T3FPMLPeypGM2e/b1KnwWJkynE6xlvxzzwnFxEocMar0NAMrh5j1nFQoQsmPP8LPaubMxrZ//EF/P+y0nTDC56OVl0TXdjD41tQoQZV1b/jokb25pfH56L4OmkZI+/YhCiiyUGvMCkV0oYU6AD05c+YkXq+XHDx4MNShRB3q4m0Mq4eBkbxf2bLQbto0a/8LF8IxRYr4X3crQ4wFfigMbFqa8dFHcEzr1uLz4vd7+LCxrYhef4ACBeCYwMYIS+ZMpEXTe+/Bse+/n3Bs61Z4LH16fr+E+HtS6sdb9f+5fZt+L6dOic0ZrRj2M8ANT0qXBuMOH4aHPR7xPk52wYvX48bJ+WFVI9rdQMaf8QwZjG0HD4a29erZmzsaYMlJm/UTYclm4R5biYWCBeF5WLYs4dj27fDYU0/JzYGThu1uqBPi38ML2iZvnz70B6RSpeCsIDHA9w/lyhnb2q2wZ2G1GWcElr7i6ffLC/4d798fHi9SBB5fsMC5ufH1ft8+sfF4gXDbNudiCxbp08OYt26Fx/H/9fTpoYkzQOfOMJ533zW2HTkS2pr1+FRAWNJ8Rj3pJk+GdtGqdoCfi/S/obgaHKnvG4PLL/PnF4qJlSArI6vv1D2AQhFsduzg/6zixOMUKYIXF674a9fOnj8rNYUA+HyEtAfs6NH0BalECfczhSMUtcasUEQXWqgD0NOoUSPi9XrJ4sWLQx1K1KEu3sawKo9wP5MAMr1vsO58njz+14MhvcULfrYLxGQGXuCQSazCC6a//GJsO38+tOXJ7sW9+QKLcKxsvNhY/ri7doVj27ZNOPbDD/BYtmz8fgkhpEULON5KCuuvv+j3YtQzM7GRMyc8L/Fqe1hHqWRJMO6nn9x7GDMCS6J99JGcH1YGvZ1+hoQQsns39JcmjbEt3rto1sze3NEC3rw2+xnGn8cnnrBfdRWpvPACPBcLFyYc27wZHsuUSW6OwoWhHyduQVl9Ra1kZblYuZJ2nC2bqzvIFvkWgJ9/hrbJk9uf/623oM++ffnGmX2W7IKv37iY02yj2y4ZM0LfIj00Y2Ppj5NZ4la4YCY9TIj/npZ5LxAiuneH8bRsaWxrV84/McOqqDVq3YDXhKtXdzdWtzBLTsDn4PXXOZ3i3yGeh0gdcXH+nsG8z4NGfP899PH00+I+FAo3wPdCZs+ZGzdC2yxZghcXXt+wSlK2glcV6bvvoF3OnPbmlWbzZvpilD49IWfOhCigyEOtMSsU0YUW6gD07Nq1i3i9XlKuXDnic7t8I8pRF29jHj6kHyiNJJrwAtOiRdb+8QZSQJ7v0CH4utfrXtXStm1w7rRprcd06ADHdOokPi+Wxty/39jWYk+HSenScMzMmf7XDx6kF9xF6N0bjtdLcMj0StSDpac6dza3xw8ZTzzhfrVbuIIzIceP//8DX30FD6DdZrtVoE7w8ccwBtk+EPiz7vXaLyzatw/6NFvkxw+bdrNRowWrihc9K1ZAW7Oej9GOWVKO0W+rKLhX4Lx59uP+9Vfo0+NxoMDvxAn/7rzecdKk/oZOLoJ7pJn9NuNeU05kibduDX3yJlPgTaMVK+zHEqBtW+i7a1d4HMv8rVrl3NxmMrxWOFXJ4zZWVb9PPcV/vXWDvn1hPE2bGtuaJaQpzOHpTxlg4EBo17Chu7G6xUsvwfepb6k1ZAg8Vrcup9PVq23fpODEhkDPeBGWLYM+eFpRKBShgLXmYwRO4s6bN3hxnTxJSLp0/nkyZxaXKMfwqiKFhcTzhQv+N41v1vWNWhWWqDVmhSK60EIdAGbMmDHE4/GQN998k9ww6iyuEEZdvI0R6Y0nI0W2cyccE9iMw1U5sv2TZGBV1FlVoVktgPHw5JPQh5n04fTp0JanNwaWafziC//r+FyLLlLihQT95o3NVhxC0lOE0I3ORSsWo5m33zb4jC5aBA+88AIYt24dPJw9u/uxY7krHtlfFjgr04mMarzZYfZg2749tLXa8E4s4IqXdeuMbT//HNqilpmJijJl4LnQSwWuWQOPyWYg48QSJ6Qn8ealWb8ZLu7coTOUNM3ZRnqciFT3ByP54v33oc/33uMbh3tCmn0HRenYEfru2BEef/ppeNzJ9adixaDvr77iH8vqvysivx4qzN7z48f0ezKTdHaDTz+F8ZhtRjlxr52YeeIJeP6MpJ27dYN2ZlWdkQxOnJsyJeFY//7wWOPGnE4duGnG0qdLlgi7oJJVXnxR3IdC4QZHj9K/S0ZJYzhBOtif62vX/L3mjfq1ioDVFHr3ZttNmADtKlWyP7cQDx/SDxiaRsigQS4HEvmoNWaFIrrQQh0AixUrVpAMGTKQVKlSkfr165PevXuTQYMGWf4pjFEXb3OwusChQ2y73Lmh3erV1r6Nqtc2bYKvy8qjyfDgAS33aVWEgKUwe/QQnzd1av45p0yBtuXLW/t//XU4ZuxY/+t2peiGD4fja9dOOIaL04oXF/Pdsycc36KFuT3Ougv0tFTQWfrx/e+WLIEHChUC43C2Zr587seOK1FlN/bw98ZM/o8X1oOtkUQv3qQ1ejhMbOTLB8+LWfUSrlh+80334gw3KlSA5yKQ9EGIbZWzeMqXN15AlQUvXNq6Tvt89KqLpvn1e0NQPr54MQyjcGFj22BIZfXoIfabGSCQJR/4c7Kq7MMPoe82beBxXC2zebNzc5t9R6zA1eGRokiA+4FPnZpw7MoV+qty8WLoYiXE/B4SY9XPUmFOqlTw/O3ezbYz6y0eTVSpAt/nhAkJx3r1gsf06iimbNgAB0qU75crB11MnizsgnzxBfRRoYK4D4XCDVjtQe7eZdviJEHu3qBhQJs2MHYjhQeceN2ggbtxUtnZmuZv+JtY+znYQK0xKxTRhRbqADCXL18mzZs3J0mTJiVer1foT2GMunibg6Uv9+1j22XNCu02bLD2fewYfQ/y6JEjCi22KFTIeIGFRdOm0L5PH/E5sezT9u3Gtp99Bm15ssuMtO9xn4ocOcTiHj8ejq9aNeHYjBnwmGjl14ABcLzVZsC4cdC+cmWx+aIZXHUav1m7fDk8gHSIFiyAh0Ox6eqUNCjeJHVCNuvUKfoadu8e27Z+fWincnf8mPUBwjjVjzIaqFoVnot42WDinLxY5crQz8SJ9uMeORL65O7txAKvgmqaf1cuRKVe+LwXLGhsi397najOxr+ZvFUvyZPDcT/9ZD+WAFYL7VgZ1klV2Nq1oe/hw/nH4nV+25WuLlGtmvF1gXXP7VZ/byPwfdtrrxnb1qwJbUeOdC/OaCBDBnj+jBIBcDIT7hsaLZh9nqTlbHGGq8SFo25d6GLwYGEXZNQo6KNGDXEfCoUbXLxI/y5dv862HToU2tWp426sdsDtaIwSLz74ANq52o4CP/Rrml8H3ug/RGGKWmNWKKILLdQB6Ll69SopUKAA8Xq9xOPxCP8pjFEXb3NwxumePWw7kT5SAc6do+9Dbt2ii5rMFtmCQZMmfDdxARo1gvYDB4rPiR/ct2wxthVZUAmA31Mg8xr39BKtEMNVWa+8knBs0iR4TDTTDz8IvPGGuT3uVdekidh80QyW9YuXs/v2W3gANXTAm7xOVN2J8u+/9HXi3DlxP7jS1wl5svPn2dcwFriKd8wY+/NHAy+/DM+LmYzlq69C23Hj3Isz3MCLm6NGJRwTqWQzo3p15z+zuKJMWr5uzx5aMy9NGvuNYmyAL6dmv6e4ylO0Ry8LkWqsAD4ffQ07fNh+LAGsNi15k9BkaNYM+v74Y/6x+D40Unp4GSWDEUL3vXRTvt8IfJ9YsaKxrZ2KUAUtJfzDD2w7/BmS2aCKBMyStqR7y2Pt6AwZhOPClUZdugi7kE4WUSjchlXZ/s8/bFusIvL22+7GagfePvQ4QaNnT5cCPHKE7neTPLk/S1chhVpjViiiCy3UAejp1q1b/GZf48aNyZYtW8j169eJLxL0bsIcdfE2h7eyjXcjUc/Vq+ybwlD3TsAbU1bSLPhhesgQ8TlxL2izpvS4AqNmTWv/LVvCMQEZVIsWdJbMmgXHv/RSwrGxY+Ex0UoR0fHt2kH7aJVFkoFVOXD7NqEb8z3zDBiH5Vxc74VA/AvYeBHZSBrLDFwN5cRmx6VL9Hm9coVti+UaZWSjopFKleB5+ewzY1ssR/r11+7FGW6Y/e7YlXcOUKcO9DNsmP24cbKKlNTu5ct08zpNM9endQGLyynAqSpPPRMnQp88VfT37tGn8eRJ+7EEGDIE+tYn+vh8hHg88LiTm5PSi/zErxyhHyvb+9ZtsKJF374Jx/DnU7Y3qZOI9NR+8UVoO2+ee3FGA7gVxHffse3MqtOjibfegu+zX7+EY61bw2PcagU7dsCBTz0lHBduryCzCYL7SLZqJe5DoXCD27fpe5CzZ9m2uKdxhw7uxmoH3rYpOPlvxAgXgrt5k37A0jRCZs92YfLoRa0xKxTRhRbqAPTkzZuXeL1e0oK3oYiCG3XxNidTJnivYNQfBifyHzhg7dtoYQpXpZUr5+x7sgL3PEuXzrz3jBOyR7yZvYSIV9YRQvcU+eAD/+uzZ8PXS5USi3vhQjhev8EoE6cerB5nlllOiL+vnt7+k0/E5otmWN+1I0cIIWvXwheRxqzMZnQwyJMHxrFkibiP/Pmhj8WL7cd1/Tp9Xo16OpUoAe3mzLE/fzTAe/30+QhJkQLa7tjhbqzhROPG8FwMGJBwzCxxQ4SGDaGfTz+1H3fFitCnvu8TF48f07vKmhYWOngikt04OUe2ylPPtGnQp9lmSwBWopaTfelGj4a+q1dPOPboET33sWPOzS3dR4z4F+X0YyNFoq9tWxi3vlJ+zhx4TDZxwElwQmCJEsa2eP3ym2/cizMaKFAAnr9ly9h2uKp/+nR343QLs/7x0tXHu3fDgalSCceF5UFlZLjffRf6UAmTinDl4UP6PuDECbYtbjMQBrd93PTrB2N/6y22Hb7+WrW5sY3PRy+gaBoh7dsHeeLoR60xKxTRhRbqAPSkSJGCeL1espVHt1EhhLp4m8OzccWSqPrtN2vfRtnjuHKsWjXn35cZrIbZFy4Y2+OeL2PHis+ZIwf0sXatse0nn0Bbnl5qRtIWkyfD10Ub2X/zDRyvl1QT7SGIEe1hWK4ctFfyUxBcpbpmDaG1R7NlA2NkPmvBwK60pM9HK6c4sbl05w59rTh9mm2Le5vKbHJGI1ii2Whjn7UZa3SuEwNYhki/gIk3isqWlZsDV1joq5FkwYvUwlWgWGNK0/wbhjKNSR0G963LmtXYdt48aOvEZg2uHC1WzHoMSybZyXYzZlWNItdPGXCSUt26/GPx5mKzZs7FFUw6dzZe48Py9Pqe0aFCRA4Z9zo3S6RT0PD2+y1cGNotXOhunG7Rvj18n507JxzDyTHcCYc//wwHpkghHNfMmdBFyZLCLqj7A6lKfYXCBVhrSEeOsG1xf04ZxaZQMXgwjL1+fbYdvkdeujTIgeFM4MBF5/79IE8c/ag1ZoUiutBCHYCeHDlyEK/XSw7wlGUphFAXb3Ny5mRsKiAePKDvLf78k89/ypRw3N695pJUbhAXR0umrltnbC8ikWcEr/QPIfxZaHrwmmogk16mn6EeswI0XjkNI+bPF1vstL3wHOWUKgXPz+TJxK9lq38xSxYwxk4FhpPgrNEPPxQbH6zNJVYFjFELNJHveGKieXN4Xoz6bRw5Qp/rhw/djTWcaNUKnotu3RKOiVZfG2FWYSFL2rTQp1DeG27yp2l+qdHLl+0H5gCbNsHQMmc2tsWLwKLV+yxkZEtPnKBPqZPrQl9+CX3rFSGuXaPndrJ6EUtki/RBxpsHkVKBY9ajqW9feEw0aSsY4CSz/PmNbVOnhrYyUuOJmZdegufPSD3umWeg3apV7sbpFh98AN/nu+8mHKtdGx4bPpzT6YEDcGCyZMJx4Z85M6lqI3BBULT2kVREB8mSwc/r/v1sOyfWW0IF3oerVYtth5W7Nm4MYlCbNhHi9cIJ06cn5MyZIE6aeFBrzApFdKGFOgA9zZo1I16vl8xTDRccR128zcHSfitX0ja3btGLPEb68RiWhGmfPvA1ng0wp8ESD6NHG9u+8gq0nTJFfD58nr/91thWZtMGV4I1auR/fdgw+LpIhj0h5guiXbrAY6JqFXixs2BBc/sMGaC9WR/HxAiWJOyKYAoNAAAgAElEQVTVixCyZQt8MWNGMAZXI+gXUNwEXxMCn19eDh+mr1FObC6JVE+L9BlNTBjJH2PWrYN2mTK5G2e4gSXE9OdtwgR4rEoVuTlwX1e9XKEMLKljbknJEycISZMGDn7iibDaJdi2jV5nMcJs40wWC8VoJr/+Csd4POaS6qJgGXO93O0//9Cfh6tXnZvbTj9rXNncv79zcQWTQYNg3PoqBXyt7dgxdHEGWL0axpQrF9su2P0qEwP4WeXLL9l2+Lls0yZ343SL7t3h+2zZMuEYVobhVq04dAgOTJJEOC7cxjB1amEXiaaPpCI64E3+wK0aIqlF3vjxMHaWOpbPR0jSpNDOaLPUNufP0xd7j0eV5juIWmNWKKILLdQB6Dlw4ACJiYkhL7zwArmvSr4dRV28zSlYEN47sHpWXLlCL/JcusTnP1cuOG7NGn91kP61Nm0cfUtc4Oxxs0240qWh7YwZ4vPh/mjLlxvb4ubzrVtb+8f9dGrX9r9uVwZ05044Pk2ahGN4AVsv38PDd9/B8WZZtLGx9OLRr7+KzRft9OjB+L/evh2+mC4dGGPWz8hNsBRu6dJi4/HmEiqUtAXuv3rwINsOVyWH0b5GSOG93uOKq3DonxVKzKofxoyBx/R930To2NHZDQWWfPetWxwD79yhde80jZBJk+wF5DC7dhn/HmJwdVulSvbn37wZ+kT5Hkz27oVjJBTxTFmwAPovUiTh2Jkz9H/p7dvOzb1iBfSdNy//2CpV4FhRWetQgb/7+v5l4bjpySvLy5Kj/esvd2ONdPBneuJEth3u9bt3r7txugWuqNUno1aoAI9xtyxgSR0I8scftAvRhLYyZeD4adOEw1AoXCNjRvh53bKFbSeyVhJu8Ch73L7t0u/cw4d0JrymqVJjh1FrzApFdCF+Rxdk5s+fT2JiYkj58uXJcSMNM4Uw6uJtDl6TW7SItrlwgb7H4O1h89xzcNzSpeaVEW4xaRKMoWhRY9sXX4S2c+eKz4fPg1l/MrMeM0bgipJA7xm7MqD798PxejWdli3hMVF5OpF+Tv/+S38GnZQqiwbwZ7p0aWK5ot2sGTys73PmJniz+OmnxcbjfpYlSjgXG0smGePz0Souhw45F0Mkg6tDmzZl2+HKmECSQ2LFLFFk+HB4rE4duTmMetfKsns39JciBUe1ms9HX4g0zf+ak6VuDvDTTzDElCmNbXGvZVF5bxZ79vDPHwAXkWfIYD8OPWaypyx5UydlgzduhL7NJF8x+L4uUioVcDJN+fIJx7A824QJoYszwNatMCajqttLl+jPypUr7sYa6dSoAc/fqFG0TWwsfZ55espHImbVttKJn6zdvbg4obhYzzN//y3kgrzwAhwfrX0kFdFBtmzw87p+Pdvuf/+DdpFU7IafQ19+mbY5e5b+7t+4EYRg3n+fnqhmTeFrlcIctcasUEQXWqgD0NO6dWvSunVrUrx4ceLxeEiSJElI8eLFSZMmTeKPGf21CUX5VQShLt7mFC8O7x+++oq2YVUF3L3L5x/LRcydS/cbM+pJFUzwokWyZP5+YyyceBDDPlgbsQFwVUenTtb+sZzZK6/4X7crIfnbb8bPwk2awNdFs9UtitsArGfyBw/E5ot28Cbb//5H6PKRJ58EY+rXh4cHDQpN7AcPwji8XkIeP+YfjyV2nexrmi4d9L19O23D6tN64oRzMUQyuOdsvXpsO1zV/d577sYZbpj1GjNb+BQBVx2LJpBgcEUXV28lnNmgaf7MpTt37AUTBHDCTEyMsS2u6jfqRyMCVrfzeq33ULEsafbs9uPQs2qV8f85q9jGyT1fvGGbPDn/WNyHzUz2PZyYMwfGrU+GKVLE+n7ebfCmdqpUbLs//6Q/K0pQRwyevnSsCpZobUeFe4LVrJlwrFgxye/K8eP0CRTMenj8mHZx5IiQC/Lss3A8qz2IQhEu8PY9xQmZe/a4G6cd5s2DsbMkz1n3cI7v2WFZB03zXzB4M/sV3Kg1ZoUiutBCHYAej8dDvF5v/B/+t9FfwE5hjLp4m1OqFLyHmDWLtjl6lL7XiI3l81++PBw3ZQohDRvC1z75xNG3xMW1a/R7+v13ti2WYV26VHw+kYdR3BeqSxdr/3jRqGRJ/+t40Z3Hl56TJ+nzdO+e/xhejBgyRMw3XtxDe1cAvJloJu2WWMG9pjSNkPu7DpiuaL/+Ojw8ZkxoYmfJGJ87xz8eS6W+/75zsWXJAn2zegtev07Hf+GCczFEMryVVDVr2rueRBtYHrpxY+NjotLRAbAEm1F1Jy+4uqlMGYsBu3fTGr5p0oTt7rpI+6nBg6Gt0ca4CKyKPKtEmeXLoX2+fPbj0LN+PfSfLVvCsQPo50evQOAErHtT3rX6p56C47ZudTa2YLFkCYz7uecSjmXPDo+tXRu6OAPwfgZ++YX+boVZAXHYg5P2+vWjbf7+m/7ORGulplmvXqzq8vXXnE5PnTJ+KBIAJ54ZSS4aoXpeKyIJnnY2rOpmo3WZcGTxYhh74cK0DZaJN+tjLcXhw7SGdPLk/h9YheOoNWaFIrrQQh2Anly5cpHcuXNL/ymMURdvc8qWhfcRU6fSNqyMJ15YGxA8MjhugCUvjB4Q8+SBdjKZ5riScs4cY9tWraBt9+7W/o1uTJs3h6/37i0W9/nz9A17QA6jenX6/1YEvKFlVg3xzTfQ9tlnxeZKDNy8Sf9fnVj5O3whaVIwRroPi8P4fP5nGH0su3bxj8fXmeHDnYstRw7oe9062ubiRfrcq2RNP2aSeHqKFoV2kSL5FyzMKi8//hgea9ZMbg5ceduwob2Y8cZlgwYmxpcv+7WE8RcnjEu5WBX1Rr9ZZhu8spj9Hhsxfz601/cIdAKzvoi81WOysK67V69aj4uLi9yexqtXw7hz5Uo4htcFw6H6greKdMcOaPPUU+7HGum0aAHPIUudhZVkEK2Vmmb3HrgCj/tnh9VY9b//hGPLmxe6EO21FsmVVorEB76/X7CAtrlxg/5qiSSKhhqsoMFKxsJrGXnyOBjAzZv0hUXTzBecFLZQa8wKRXShhToAhTuoi7c5FStabxD8/DO0SZGC33+DBnDsoEH0nJ9/7tS7EQNvKrCybQkhJGdOaLdmjfhcuFJz5kxj27ffhrY8m3r4xjRvXv/rjRrB10WrNVmVXf/84z+G+92I/j+ylHqMZF6nTYN2pUqJzZVYwFURG6ejbGePB9i/9BI8zKogdgv8XMOd0U0Ief55ONZJaTW8kMSSxlHyaMYYVTdjMmSAdpHUeyQYmMmjde8Oj7VsKTfHsGHQT9269mLGFeuG8tiPH9M/IJoWuiaonBw7RodspKbg1CaunqtX6fmteldNnw7tS5e2H4ce3OY2deqEY7z952T57z/6fPz1l/W4SF6IxBuymTL5X793j35P4VCIy9uH8vvvoY3TUriJAR7FkMRUqTlzpvFzA85N+f57TqesLI2bN4Vjwz0QWcm5RsTF0SEcPiwcgkLhGjzPmufOOfLVChlr1sDY9ck7AXCfwpdecmjyuDh/bw18AhN7r4Ygo9aYFYroQgt1AAp3UBdvc6pUgfcSEybQNjizN21afv+432Dv3mKbZcEE918yWhzlba5tRpky0Me0aca2Mr39jBZXateGr48YIRY3awHu9Gn2e5o+Xcy3SCIuXsjWL5YrEsBZmjMGMUosdKtBhQvDQ4sXhy52vF8wdiz/2LRp4djNm52Li0caB1fDejzRu+gmytdfw3NTqBBtc/8+/TGNJGmhYDB+PDwfVasmHOvaFR5r105ujjFjoJ/q1e3FjH9vWD2wCCGE9OpF/4dXrizWeDQEsBIBjCQ+8SZuq1b25797l57/1CnzMZ99Bu1ffdV+HHr27YP+9SrWGzbAY1mzOju3z0dXAh46ZD2O1VdboggoJOC2wilT+l9n7VtcuxbaWAlh3+fdvk3bLV0KbQoWdD/WSOf99+E5ZK0N4+e5aJbrx9XTRYsmHMuYER7btInTKUujVeKLVqsWdDFsGP/YO3foEHgSIxSKUPHKK/DzOmUKbcNSaOBtZxMO8NzvjB4NbYxaLgiDm15rmn/30UqDXmELtcasUEQXWqgDULiDunibg2UiR4+mbTZtgjaZM/P7f/ddOLZzZ3pTYtEi596PCLih9DPPsO0yZZJ8kNTBc3McAFddfvqptX8jma+qVeHrrA1gMx4/pu85jx71HyteHL4+b56Y70uXaN9GvVA+/BDayVbMRDt168Lz1L8jowRUtwiPq+NWrgxd7FgOt2tXvnG3b9Nv0cnKiSJFoO+FC2kbLKUXWLRVEPLdd9bXWVav00jKHA4GX3wBz0fFignHOnWCxzp0kJtj4kTop3JlezGXLAn9MZNGcLm7pvnLOS5ftje5C5w+TYd+5w7btnNnaNe+vf35WZUjR46YjzGrRHWCw4fpmALJEWZymE6Bk0O2b7ceg/viJU0aOQkd+HwHklFYrQDi4kIdrV9xAn8+WDKws2dDG8cqKxIR3brBc8hKSli3Dtroe4ZGG2abzqlTw2M7d3I6vXyZ/kD/+69wbFgOtls3/rGsECLg51ORiMHJ6BMn0jaR/hyFFRMyZKBt+vSBNm+95cDEP/7o/8HHk58964BzhRlqjVmhiC60UAegcAd18TanTh14T8Hq3YWr03Lk4PePN3batrXR+8FhDh6kH7JYmc1YtpFnAQrz6qvQx6RJxrZ4k4cns3T3bjgm0OsHb0x++aV47Pi+M5ChX6gQfH3JEjG/rJ5558+zbXElKk9fxsQIXpRuXu8WfZJ12pdZs8JDoZR17NsXxsLbD+3oUfot3r3rXFx404PVzgEnUQRk3xSEbNwIz02WLLTNtm309StSFuyDBZZVLlMm4Rgr8UaGKVOgH6P+kLxkzw79rV6NDI4fp1dmn3giYhooiajLdegA7QzlVgXBvVqtbmsHDpS7rvLCkl0NSIXjfjv58zs7NyF0j1geCfgff4zc6zUrmeLePTpJjLU4GQquXaPjvXiRtsOVrpUquR9rpIMXn5s2pW2WLw/+dzJcWLUKvld9clKyZPDYvn2cTmV0nhngzdwWLfjHnjpFh+DkPa9C4TQ1a8LP66hRtM0PP0Cb//3P/TjtwNNz+b33oE3HjjYnPX+ezmL3ePzljIqgo9aYFYroQgt1AAp3UBdvc+rXh/cVgwbRNt9+C21EmirjRf+mTcNnU+L+fX//DX0srHVKJ5rB80i5BuC5kcbgzc6kSf2v82xuWPHkk9DH3r3+13l6s5nBkhU8eZJtiytdRaVSEwvjxsHzVKEU4yTrSl6c2Px2CrxZwdtnEm9AOd3nqmxZ6J9VFeVGpUyksnMnPDcsSbNFi6BNgQLuxxlu4N6NJUokHGvdGh4TqT7Qg/uh2OlPFxfn3+szXHS9c4eWD9A0QiZPlp/UZVjVUEbqcm3bQjveimgr0qWDfrdtM7fv2RPav/OOM3EEYFVVBuQ68fe6cGFn5yaE7j/Lo0ixbBkcE0mbJCyFw6tX6feUL1+oI/XDkkMMyNTrwTLydeq4HmrE8+mn8ByykgHmzoU2xYu7H6dbrF8P32ugWtLnoz+T3D38RDIbTcCf91q1+McaVRErFOFKvXrwM8uSn4/05AWsTJAsGW3z5pvQpm9fGxM+fEjIyy/T16OhQ204VYig1pgViuhCC8WkXq+XeL1ekiRJEubrMn/YlwKiLt7m4JuVAQNomyVLoA2rh5QRQ4fCsW+8IScJFSxwfzHW4j/ONN2/X3ye116DPsz6q1WrBm3Hj7f2/8cf9D3i48fO9JhLnx762LrV//rTT8PXRXszsh7Sf/uNbVuiBLQLVd/KcAc/YOXKztCIvXUr3j4mxv5n2ynwJhuv9BXeSClSxNm4KlaE/r/4grbB18jnnnM2hkgGJy888QRtg/ty2JW6jAYWLjT+XOOK6l695ObAMtsvvigf7xWGmnH8uqnPR0izZrTBO+9E1Mrmv//Sb8FI2g1LyPXo4UwMoj2RP/gA2jshdarHrCUX3ozQb3I7Be6FPHWq9Zjp0+EY3mSUcIC1P3HunP996197+f/YO+8oKYomgPfdkXPOQRHJUaKAoEgQURFQSYpkJAgikkEUJAoioJJFclJBkShBggIfSSWJoKBkQQQkCdzV98ewe1PVPbOzE3f2+vfevHfXXdtdM7s721NdoarXmircucPre/QoL0ej31q2dF9Xv0PLUD3zDC9DU1dbjRqPZDZvxucaiKq9fdvYZ1KIqDD7yZNh60YzBITjnKOVMUYiiVSaNcOf2cGDeRmaZtqJ9YKTHDjA3xro8paWfdGzBYWEFp1lTPGsiYTc4kkEaWOWSKIL5sWkMTExEBMTA7GxscJ2MwcdS4KRN299WrXCa4v+/XmZuXOxTLlyxsf/4AP82jp1+CgDLzclXnwR6yJK1RYTg2V++in8eRo0wGPoRQU+8QSWnTQp9Pi//86vE69fByhcGLeZSeeqZZDMmhW3BzYOw8HoBlXBgljOy1p5kczu3fg6xcUlwF1GwmQvXwYApfg7/cwcOuSd7vv3Y11iYhJT1ekxfDh+nd01toxs2LthCPcrohSwqjKYAKBEV6n7w0m3Fa3o1U9q3hz3DRpkbg47I7xExpHg93fSJL6zTBnf5UW7fJk/DVG6RAAlW4JabsAAe3Sgv+lffqkvTyMZe/SwR48Aehn39NLk2kX9+ngOUR1typgx+DX169uvl1OINtx++cVaRJKTGI3WohvZnTq5r6vfoc9bdevyMvSz36CB+3q6hdZG2lVB5n3De3w3b/Iv/u23sHWjznyFCxt/rZG07RJJJEEdpvr04WX8nmb611/5W8N//2EZ6uw8a5bJyebN4yd76CGAf/6xfB4S40gbs0QSXTAvJn3nnXeCh1a7mUOijbx56/Pqq3h9IartNnMmlgnH05EaiCpX5tc0hw/bdjphM2wY1uXxx3G/aBPFjL7PPIPHENV6DGCmbqBW2ilaEyrcKD8APpVoYHMuXTrcbib1aoYMeIzvvxfL0TSv27eHP1dSQBThcpIVwA0XLwKAOPXX7797p7vI0Gykxjqt6WC3YbFhQzz+6NG8DE2PWqOGvTr4mZMn+feV1np94QXcb9dmip9ZsQJfk0KFEvuaNsV9ZpeB1EhpJbUrNVpmy3a/4/vvlZzX6s6MGQGOHTM/mUdcu2b8HkU/02+/bY8OpUvjcRcs0JengZv9+tmjRwBRQE0gheTkyfrrKzugTl6iyARK//74Nc2b26+Xk9Cv07591mqaOY0RR7A2bbCM2bTJSRkaHVizJi8zZAiWeeEF9/V0iz178LkGUv6J1snnzhkc9L//+Bf/+mvYun33HR4iUybjr6VlP9RrA4kkEunQAX9mRY5K1Nnzuefc19MKomedQLr1ANSeYsZpG376CSB1ajxQ6tQAP/5oy3lIjCNtzBJJdMG8VkDiDvLmrQ9dtInq5Hz8ceiHTi2ok9NDD2kbk7yAPmhlzYpTQojq5JmxazZqhMcYPlxblqaUnzEj9PiiyIbTp+2J8iteHI+xZInSTo1U+/eHP3aOHHiMjRt5GZHDruF0QEmMhAT+uWELeww3nD8PAOKUgIaNJA7pnioV1sfIRjDdwBPVtrACrdMq+u6OG4dl6tWzVwc/YyQtI73nidK4JjVWr8bXJH/+xL7nnsN9ZkuOfP01HufBB83rS3/rS5UC5V5DQ9AZC79gbYRw4wZ/KlpOFXa9RxTqZBUq3baROtNWENnLA7/PbtwXzURIUqeSLl3s18tJqGPV9u28s1+vXl5rmUj69Fg3kSMY3VAfOtR1NX2PkZqyvXphmTZt3NfTLbRS/p06xbffT6wRGpHX6JEjtuhGMytoMX8+fp3dafUlEruh2TA7d+Zl+vbFMnbXS3YavXTrATJlwv1h22SuXOHTSDCm1AuQuI60MUsk0QXzauKYmBiIi4uDQ17mcktCyJu3Pl264DVG1668jChNqFG++AK/ltYfFBmL3eT4cV4fdcowPe/4cGjSBI+hF/FBU1B89lno8UWbaMeP85F3O3eGr3v58vw61K7IygIkuG3VKl7mzz9DL7olidAN3bmMFCw7fRoAxNdVVZ7QEx5+GOuzeHHo15Qti1/z6af26kRrZ4jqtNJI5Oeft1cHP2PkHpo/P+6XKYT104g9/TTu00tZrceaNXicvHnN60vrSNZ5Ml4JGaNv/sCB5ifxmHCCR8JJKx4OtCbq5Mn68mZScIaDXgrJkSNx+7PP2js3gLkND1p7228fyVy5sP7r1yvXVt1m14a0HWTLhnXbvJmXoZ/T9993XU3fQ8tBlC/Py3TqhGW6d3dfT7cQpfy7fVv83Gc427XohnfgQNi6iTYT/vrL2GvdSN0skdgJjXBv25aXee01LCOyR0Uyf//Nf6fVTrf37vEla0TptjWJj+e9zRnzn4dTFCFtzBJJdMG8mjhQN1BuELqDvHnr8/rreJ3RsSMvM3o0lgmntgk1QIoOmoLBTeLj+U00dRpOrci8cKEGKb00WHTDY/58Y+dB9Tx4ECCOlJ8zk4Hi0UfxGNOmhRdJoQfdEBLVU9q3D8vExcka3Ho89RS+XsPZINxwPyfeL7/w76GRmn9OQutvGjES0ijZ9evt1ellsr8qStFHU9a1bGmvDn4mlDPBvXt8NPLu3d7pGyls2YKvSebMiX1G6mIaYeNGPE6OHOb1pQagV0ru4d/4OnWUN9yniH5ntRxj6tSx5z2ihLvxWLMmlg+1oWiGFCnwHIEUkkOH4vamTe2fm87RpEno19Dvj982o0Rp36tVw22ffOK1lolo1bFWU706ljGSWl+CWbIEX8MSJXgZmnJYVHc+WvjjD/5+ffWqUmubtof1sxQba/nBSuRsYtTJcvx4/DpRrUmJJJIYMCD0M5LT6dCdRuQMqa5tKtpAPHUqjAlGjeIHqFxZ8XqQeIK0MUsk0QXzamK5Qegu8uatjxGvrnffxTKNGxsfnxo5RYfX9sIqVbSNRRcu8PqaiXhs0QKPoVdjq0QJLBtI6RkKaqTbuZPX/ZdfwtedbtpMnCjeOFVHXhqF1lNauJCXWbcOy1gxYicFaPq09ozknbq/k7t/P26Oi/NYceAL2YtSHqsRpQC2u6Zpu3Z4fFHqth49sEyHDvbq4He0NhAAxJ70Z896p2uksGMHviZp0yb20cC8SZPMzbF1Kx4nnDpIFGrc6cPG4Ib8+Y2HSEQw1ANcK3gk3Eg/o4STjQAAoFIlLB8qJakZtFJIGjEKWoUay41kuKhY0flr4iSlSvHrpqJFza0b3eDBB7FuX3/Ny5hxjJNgaN3ahx7iZWjqY71yB37n/Hl+bfHXX2Knw7CgC5q9e03pR++b27YZe53MWCHxG0achWgU/IgRrqtpiVAZJkSRy9evGxx8wwbeMSFbNiUVkMQzpI1ZIokumFcTyw1Cd5E3b3369cPrDVHO90EkAKl5c+Pj797NL4jUR6BovJfQOoytWyf2nT7N62y4VoUKGoXUt6+2bJEiWPaLL4zNQevSrF3L6672ZjMKjUgbO9ZYrn0jUOOlKD3kggVYRuQVLUmEpnWrw9bjhvtFNH/4ATenS+ex4qCkelPrFCoaRPTAde2avTrRtDfduvEy9B5ipA5WUoKmllYbwuhvRLJk3juNRAJ792r/VtaogfvMRttQJxL1JmS4UEeS8UyV+zF5cnP5rSMQo7V3aUTX1Kn2zN+qFR43lJc93UxasMAePdTQKO5ACknqgOZEvTNad61y5dCvobWwja6xIgXq1DZzJp/Gc8MGr7VMhG5efv45LyOKipSEB61bmy8fL/Pkk1hmwgT39XSLf/7h14enTvHON2nShDkwLfRt0rZAN86XLzf2Or/XapMkPehz6TPP8DLUqcqs45tXiLIPHzyY2P+///Fr+oQEAwP/+Sf/Ax8bq9QhkHiKtDFLJNEF82piuUHoLvLmrQ/d/GvWjJd56y0s8+qrxscXpXJRH1YiFuxi4kSsk7pux4kTvM5mUqK++ioeo3dvbVkj3tYicuTAr1u8mNf9/PnwdX/+eTzGsGHi62LYE07FY4+FNnTT96dmzfDnSUrQDdWH2VHccD+M1M70gnYxZUp4xt7vvsPy6dPbrxONDuzUiZehRvtoTttlhty58fVRp4Fdvhz35c/vnZ6RxM8/8/fYgDGBbhDMmGFuDroJmTy5eX1p7dMFTBU2H0n5Di2SKhU+T610uNT5ZdYse+YP1xmBboaJ0nhbRSuFZPfuuL1zZ/vnpmkVixUL/ZosWfBrNm2yXy8noZvxH37IBxdobVx7Ac0UIdqkpuvXSNrg9At0TZc9Oy9j12+HH9CqzU7Xjer03YZIlw4PsGOHKf3MRjJ36+b8fVUisRMa6V+vHi/zyCNY5rPP3NfTKnrBxTQbkrquuCa3b/M3bcb8F14ZpUgbs0QSXTCvJpYbhO4ib976vPMOXnOI0j4YqVOoxcmT/LpGfeTObd+5mGXTJqxTypQAd+8qfVpF7sOFpil84w1t2fz5sezq1cbmKFAAv27qVF73K1fC1715czzGwIEAR47wYweuWTjQOk0ib+bBg0N/RiWJbN9OPs/sFsQzVV68+789K1diuYIFvdUbgNcp1P1h/nwsX7y4/TpRBwlRFEzjxljm3Xft18PP6EWHfPQR7nv0Ue/0jCT0aoTaZUg5cICfw5BHs4DMmRPQOJvY48ofrVubHzQCMWobpikT582zZ37qsBBqPWak/ptVHngAzxFwaurUCbe//rr9c9M613nz6svHx0f2ZpoRGjbE+tMauIxFVuYxuhEyezYvkyYNltm1y3U1fQ9d+2XIwMuULIllRGn9owVR/eNDh3hDfa5cYQ5MUyJs325KP5qdZfRoY68Lx+FUIokE6Dq/Vi1epnBhLOO3yH4A/fUhddo29LzapQt/E3vuOWUhI/EcaWOWSKIL5tXEcoPQXeTNW5/33uPXHRRa06x7d7xchD4AACAASURBVOPj//UXv7ZRH6IaGW5z8SKv15EjSp8oAtLMuqxjR+OGsly5sKzRLBI0Neno0bzu//0Xvu5t2uAx3nwT4McfcZvZ+nXPPIPHGTWKl6EpHqW3rD6itLjnWM7Ef376CQAAli7FMkYiL5yGfq5iYhI3RUTQz3jduvbrZKSOVv36WEZdx1TCpzlctCixj17fF17wTs9I4vff+e/xjRtKX5kyuN1s2ki9TchwuH2bH+cwK6YoGlA6SsiUyZhtmNYSXrzYnvlpWvhWrcLTd8sWe/RQQ1NILlumtLthyP7+ezxHqCjyK1f4z6qZ1Ote8uKL/GdA614RCYRKt6u1kSMJD5quO1UqXqZgQSxjNEOJX4mLw+e7f79yzuq2sJ3jaAjyd9+Z0o1+b/v0Mfa6F17Ar3v7bVPTSySuMX06/sxWrcrL5MyJZfyYQZPeGtTrrU8+wX3VqoUYbO5c/ofxoYeU3MmSiEDamCWS6IJ5NXFgg7By5crwxBNPWD5q167t1an4Annz1mfMGLz2aNCAlxFtEBnl+nV+faM+Spe271ysQDflli5V2umGRWysufGpE1iXLtqyNNV8oJ5PKKjRmBoSY2LMBXKIarDZVbuKPui+805omUGDzM2VVIiPV1IFqq/ZTlY58Z99+wAAYM4cLKNOresVf/8dnvGWprBr29Z+nYYOxXOINrBoqtyPP7ZfDz+jV2v0lVdwX8+e3ukZSZw6xX8XAnYBms5zyRJzc+htQobDyc93c+NczlBAyecWZdB6e1q24YcfxnJ2ecPTrA+h6rSmTInlnVgGa6WQbNECtw8caP/coihYPScuUXr0q1ft18tJ6MYr/f1JmTKygnZpSlRaW+rqVf49+eMPb3T1MzQttWjNT58v/JZeN1xoZOrOnYoDg7qtSJEwB82eHQ+wcaMp3Wg0eLt2xl7XoAF+3ZgxpqaXSFyDPm8+8ggvQ0t7+rFsNS2noN7kHDEC9zVsqDPQjz/yFyR16qCDryQykDZmiSS6YF5NHNggtOMIjCXRRt689fngA7z+EEXgtGyJZQYMMD5+fDz/4K8+QtUYc4u6dbFeQ4Yo7dQjN0UKc+PTjQxRHbMAZrPXVK6MX0cjP1OnNqd7z554nPbtFa84dVuWLObGNlK77fHHscyHH5qbKylBUzouZi8l/nO/aBat91e9usdKg2LMos9Eep9/Wh8z8L21E/pQJ4qyrlABy4hSqCVlatbE1+ejjxL7atfGfTL6UuHCBf738sIFpY9uPpmtKyeKNg7bOfncOdiZ9Wk0Rkp2CxK+is7QFOrlrlUrTSvtplWMOHUFEK2/DhywRw81NIVkwAGgSRPcLnIAssoff/DnqLfht28flo2Li6zNNCNQhzP6WcuTx2sNMaEi7M+c4d/Dy5e90dXPGIkIpzVUoz2Va+bM+Hy3bOFT04ftqKpXVDkMhg0LvbYUIR3SJH6DptcsWRL3373L37sOH/ZGVyvQCO1vvkns690b973yisYg//zDF49mTIkolEQU0sYskUQXzKuJA5t6MTExthxyg1AfefPWZ9IkvP54/HFepmlTa0Ye+kAaaj4vePNNrNfzzyvtO3bgdrORcqJNNi3SpsWyRr3oqBG+WTP8f+bM5nQXpTSjNTzMGqTat8fjiGoz0pop8+ebmyspQT32x7A+3AeKOgfUqeOx0vehqXLV6Sgp1DA9bZr9+rz/Pp5DZJC3K6IrWqG1dtQGYpqeMJprIoXDP//wv5enTyt9dENg5Upzc+htQhri7l2AWrVgBXsOjVEwY/Ra9/PmxddLq6YflVuzxp75J082voa6cYN/f50I6qxeHc8xZYrSbiSFuFVE35NTp7TlN27Eslmz2q+T01BDI80YECmZOQI89xzWb8QI3C/a2DKTDj+pI4qO/fffxP6kmMqVZodZvx5g1izcVrFimIPmy2fLzf3jj/EwRp307KpBLJG4xfLl+DNbuDDuv3w5vN/xSEXPea9dO9zXo4dggPh4gGef5S+GXtopiWdIG7NEEl0wryaWNQjdRd689aFRRDVq8DJ0rTJyZHhz0Jzs6uPpp+05D6vMno31CtRG3LoVt2fKZG58ugHZpo22bIoUWHbPHmNz1KuHX0e9tnPnNqc7TbHYtClfw+PBB82N3a1b6DUwjdjQMshKEqFpgbsyVYX4778HAD4y7tlnPVb6PjSibOxYbVlq/Fm1yn59PvwQz/Hkk7wM9Ro1u2ETrTRujK/Pu+8q7QkJvEOEEzXS/IgoPffvvyt9dm0+6W1CGuKttwAYgymsMxqjSmWfhWSFAf2ua91zcuTAclqRhuEycyYeVy8Lw6VL/Pt75ow9eqihDikTJyrtNDPD+PH2zx3upsfnn+sbKv3AkCHaa2rGIsfxLgBNEz90KO7fswf3m83UkdQ5e5b/LFy6lNifFFO5itZmtBZY2Nkz9MKEwmDJEjxM0aLGXked6D7/3NT0EolrrFqFP7P58+P+cDMBRCrUoVlde5o+Bwmd7emDOWMAVaoohb4lEYe0MUsk0QXzamK5Qegu8uatDzU2VanCy9CNp3CNPNTZUn00bWrPeViFGihiYhQDLfU2z57d3Ph9+uBxNFNLgFLnUC1rNOU89dKuUgX/b3YTb9QoPE7DhkqNRnVb8eLmxqYbp7SGXEKCkgJMLbN3r7m5khK0TlVDtjLxn61bAQBg8GAs06yZx0rfh9ZXEnpZghJhEBNj7rsSDtSY9NhjvAzdDDBZkiZqoWmqA6mEr1zhfxN++81bXSOFO3f4a/PLL0qf0TSXodDbhAyJqpDTUDYUjdGokTl9/ABN3/zVV2I5mtru/m3XMgsW4HH1osX06ljaCY0QDjh11KqF29Wphe2EOhns2KEtO2MGlq1UyRmdnISuySJ1XR1A6/4f4LvvcL8fozojAVEN57NnE/tFqVzVG4jRiGgzbcIE3Fa7dpiDGv0RCMGGDXiYbNmMvc6p6HSJxCnoZz1nTtwfbi3hSIVG986Zk9hH10MBR6og69fzD7XZsgH8+aebpyAJA2ljlkiiC+bVxHKD0F3kzVufzz7DaxFR4Wi6qJk8Obw5aAo59aG3UeYmN2/yG3O7dinRauo2s6k0+/fH47RsKZYT1Qwyeqt46SX8OnrdzW7iiVJRzpuH28qVMzf2wIF4nBYtcL8o7Ui0ezzbAY2ILcV+Tvxn82YACC+q1U0GDcJ6NW4sljt5kv9s/P23/foYcaJIlw7L/PCD/Xr4mQ4d8PXp2VNpP3SIfw9v3fJW10ghIYG/NoH6cTQq32zUpWgT8uhRAy88cgR96DuzKWiM114zp48foAbnL74Qy4WzaRUOX36Jx9WLgDt6lH9/nXBEp85J772ntFetitunT7d/bgC+JNi6ddqyY8di2Xr1nNHJSSZO1F5TMwbQsaPXGmLatsX6vfkm7l+5EvcXLOiJmr5H5PBx4kRiv1v3g0iidGl8vgsWAIwejdv06rgKsakI8I8/4mFiY41titA69du2mZpeInGNbdvwZ5ZmY/rhB9yfLp03elqFrnlmzEjsK1MG982bp3rhH38onjH0hmBX6gmJI0gbs0QSXTCvJpYbhO4ib976UG/0MmV4mUcftWbkKV9e25DRqZM952EH1PA3c6Z9hgsarfXSS2K5//7jr9Gvvxqbo3Vr/DoaZVK+vDndaQRVjRq8F37VqubGHjYMj9OkCe7/9Vf+ety4YW6upMSmTeRhi12DhMA/334LAEo6V7VMpJQ4mDoV66UV4bF9O5ZLnVrZVLGbuXP1v0cJCbxzwY8/2q+Hn3n9dbEBm9YylZEjGFpbLBA9nT49br+fNThs9DYhNfn3X67oZiO2HI0Rbp1iP1GiBL5eS5eK5cymCg8FdVrKm1dblhqgY2KcuUe++CKeZ8gQpV3Pm95OqDPUsmXasgMGYNlIiZwPB7r+ogeN0POazp2xft264f5Fi3B/yZLe6Ol37t7lPwuBqHMAgH37cF+yZM7cDyIJWqf600+VFOfqtkDNecMUK2bsRyAEogjvUE5uCQnK+6Z+zb59pqaXSFxj1y7+eU2NXc7YXlOzJj6Pjz9O7KPZtIKZiW/fVh506c0g3Ho+EteRNmaJJLpgXk0sNwjdRd689TGSKtKqkad6dW1Dxhtv2HMedtC0KdatZ8/wvPX1ENXxE2El5VunTvh1KVPi/6tVM6f7p5/icSpWVFKFqdtq1TI39pgxeBxak5J6FaZJY26epMZvvwkMD+x+zrv7RRxpnULq1e8V33yD9cqVSyy3eDGWe/hhZ/Sh85Qqhftv3+avtdFN/aRCv374+rz8stJO7y1ly3qrZ6ShFYWWOjVut7K0oZuQusbGhAQ+VJ0xqJztOGqaOtW8PpEOjUhZuFAs51T64y1b8LiZM2vL7tjhzu9nq1Z4nn79lHZaj2fRImfmp7a1WbO0ZV97Dcv6MdqVOvbR4/33vdYQ06MH1o9GONrlcJbUSUjQv+/QmuoZM3qnq1tUq4bPeepUPnNJ2E4CpUrZcmO7eZP/7oaK4BetNw1F/UskHiKKllVDbVFG63FGGrTu8oQJiX10PR907KMeNIwpaRn8mGM1iSFtzBJJdMG8mlhuELqLvHnrY2QDzOqzEF0wqY+BA+05DzugddueeIIvIm82TSeNlNPyWBXV5Dp1ytgc1AhDj7DrbNxn4UI8TqlSAOPG4bb69c2NTVNlUR2/+gr3Fyhgbp6khqg+3z5WTvlj1SoAUIwi6v7Bgz1W+j4//YT1iolRzodCP4NPPOGMPl98gecpUgT3i9Lgnj7tjC5+hd5bAw4S9L5IHQSSOrSOXSCVKI0g2L/f/BzUaLFzp44wLd7EGEDZslAgfzxqWrHCvD6RDs2IMHcuL3PvHn+ZDh+2Z/7//Q+PmyqVtiyNJHcqQrddOzxPwPHLpkx8IXnySW2jHIX+7g0Y4IxOTrJihf5a79NPvdYQ89ZbWL/WrXG/KI29xBypUuFrqX7sXb0a9+lFH0cLTzyBz3niRIDevfU/jyEpWxYPMH++af3SpMFDhUpPL6ozeeaM6eklElc4coT/3N67l9g/axbu82NtYACAhg3xeYwerbSLskMdOQJ8nR/GFEOcE8WiJbYjbcwSSXTBvJpYbhC6i7x560NTaD7wAC9j1cjTqJG2IWP4cHvOww7oRkC2bMpzn7pNlILVCCNG4HGefVYsd/Eif43OnTM2R9+++kYjs8Z3el0efpg/n0aNzI09bRoep3p13E8fGkQ1MiViaDqT5ez+F/HrrwFA+Qyq+0eM8Fjh+4gMIOo6OgHeeAPLOFXPNNQ98vRpXt/Ll53Rxa/QSOFAzR/qOBtptbO8JkcOfH02bDCZFlSHTJnwWFu3aghu28bvTGbMCAnHjnPpNHftMq9PpEOj1USbMbdu8e/RsWP2zH/gAD+2VprAVauwXL589uhAoVF5Xbsq7QUK4PZgSi2badwYz/Puu9qy9eph2bFjndHJSdav11/rffWV1xpiaF3h5s1xv1EHOkloaH267dsT+5Ytw31+jdIJh6ee4r/vWinPDWNj7uT8+fFQK1fqy//5J/99v3LF9PQSiSv8/jv/uVWXC6G+Z2Ydmr2GrkWGDVPaz5/nz//8hgO8R0fq1Palm5A4jrQxSyTRBfNq4pMnT8LJkyfh7t27XqmQpJA3b32M1LOxauRp0ULbkDF+vD3nYQfHjvH60WL2Zjeo6Dham3XnzvE6XLpkbI6339Y3GtH6fkahRsb8+ZUaQ+o2rZqKoaDOcxUq4H66sWA2UjEpQlP7fsjuh5guXw4Aipe+uv+DDzxW+D4JCbxX9bZtvNwLL2AZpyJBaJ08WhtDVCfz9m1ndPErkyfj6/P440r7M88YN+wnRegm/+rVoetMhQvdhNy4USB07hxA7tz8xCtXCiNo//jDvD6RDq3JPGMGL3PtGn9NTp60Z35R+uibN8WydEOARj/bRc+eeJ727ZX2XLlw+/3yt7bz6qt4nt69tWXpBq/o/Yt0aP1deqg3hSIBWvONrkWpc5tTzj5JAb37+ezZ+uvtaIQ6qA4fzpdj6N49zEGNeIkYhEakz56tL3/4MP99l+YkSaQTypEyWpxEtDLziCIo/3uwKN84b563JyAJC2ljlkiiC+a1AhJ3kDdvfTZswGuTHDl4GatGnvbttQ0ZU6bYcx52EB/Pb0zQxV6VKubGfv99PI7WRpcV79CRI/WNRi1bmtN940Y8TvbsAH364LawU/Tch9Z3K1kS99PUVK1amZsnKdKyJb52vdh45Y/PPwcAfgMxkr6LRYpg3UR1vqpWxTLqYvB2snkznidbNtxPU6LGxmpH9CRVZs7E16hyZaW9XDncPnOmt3pGGoUK4euzYoW4btHx4+bnyJsXj7VmDRG4cwegZk1+0kGDAADg0CG+K5o3yGvUCH3fvHSJvyZnz9oz/9mz/NhaTkRz52I5p2p80vVAYINHK0Wu3YQTEVS4MJa9/3PoK/bt01/r2ZXO1i5GjcL6NWyI+7t0wf1dunijZzRAI9JWr07so446NWt6p6db0JK5gweH51AghC4+LXgZUEe9ceP05XfvxvIpU5qeWiJxjVDZkeizvl+dRFq3xufRp4/S/v33uD1tnGAhH0i9IPEN0sYskUQXzGsFJO4gb976bNmC1ydZsvAy1MijmYJMA73aeJ99Zs952AV1DKXpVWvUMDcuTZ/x5JNiuVBpOPSgdVzo0a6dOd3pwjZ9ev49NZsakNbSoTUw27TB/T17mpsnKTJgAL52jdn9XLGLFwOArVmSbIfWlBKlgaOGMKfqntHPf8aMuH/HDvLgl9YZPfzMggX4GpUurbRnz47b1671Vs9Io1gxfH2WLQO4epW/t1uJ2HvwQTzW/QzEibz5Jj9h3brBAjLUgSRzZvO6+IHHH8fnO3kyLyPKBHDxoj3z//MPP7ZWnWKawrtqVXt0oAwejOcJZBQIq76lBWgKy2bNtGWzZsWywojZCOeXX/TXehcueK0hhq5N69bF/a+8gvsDRlVJ+Dz0EL6W9xNGAIDxTCbRhOiz1bw5bhs4MMxBbfSuo7r0768vTx3WnKorK5HYiSirgnrdSssNdOvmna5W6NBBbLP45hvcno8Rb/CqVZVChRJfIW3MEkl0wbxWQOIO8uatj2jzh2LVyNO/v7YhY+lSe87DLtq10ze8PPGEuXEnTcLjBFLsUY4e5ec0umb85BN93c06p+3di8dJnpxP0fP66+bGXrOGLJpJjSSagvC998zNkxSZOhVfu0fYHuWPBQsAgN98iKTvIvXwpp+ve/cA4uKwzJ49zujyv//heVKnxv2iCFsJZvlyfI0KF1aizOg9ykotvWikdGl8fRYsENfotBKdRqN1UUTV0qX8ZAUKoN0uuvlbooR5XfwAjfiYMIGXcbJOlOh78+uvYtkPP7Rn/RIKmh4sUJM4eXLcvm+fM/Nr1TilJCTwvxtO6eQkos+X+oi0lIMffYT1o5FrWnWbJOFTogS+lvf9wQBAeyM/mqEG+x49wqtZKqRWLTzARx+Z1q9bNzxUKGdLutFQoIDpqSUS1/jvP/11Cy1FE2qjPFLp2hWfRyAanmZzKMN+xA+NWl5ekohG2pglkuiCea2AxB3kzVsfavxOlYqXSZYMy+zfH94c1HikPsKtZ+g0NNKPHvXqmRv344/xOI89JpYTpWuLjzc2x6ef6uv+5pvmdD94kB+LeuW+9Za5sUOlb6xSBfdPnWpunqQIrS+ald3P8TJ3LgAAFCyI+1eu9FZfNdSQ1bgx7j9zhv9Mnj/vjC4//ojniYvD/StX4v6CBZ3Rw8/Qz2KePOJoaXVNEolSI0p9fWbPVj7n9Lr99Zf5OUqVwmMtWnS/4/BhgHTpcGeKFMqiQcW4cVikdm3zuviBp57C5ytKCSeqE2g0E0AoEhKUNMbqsX/6SSxLUzs6FTEk2qCLj+evwaFDzsxPnaOqVxfLiaJvT5xwRicnEaWwDRw0wj0SmDED60gjWSO1HrIfoTXt1Jkh3ngD97Vt652ebkE34Dp3Vu6D6rbRo8MctHZtPMDEiab1o7Xj6VqXQssyRLtDjiQ6SEjgf6vUDoHUGXjkSO90tUKvXvg8ApmbJk7E7bXYZuWP2Fh/pjGQAIC0MUsk0QbzWgGJO8ibtz779+NFS7JkuN8OIw81IKqPSFsX0ZqM9KC1U4xCo7mqVRPL0c2I2FjjcyxcqK/7/ZJRYXP8OD/Wc8/h/wOFuMOFpmekEaw0XZIf6wV5hago+nWWRtllAKXeqLpvwwZv9VVDU+NVrIj7d+3C/cmTG99ID5fDh/nreD+7IgAALFmC+4oXd0YPP7N1K75GmTMDbNuG29KkkbUbKY8+iq/R9OkAp0/zn8d//jE/h9Cg/O+/ygeZTiTw0KC1Y8zWuvULDRuGNi6LUkDeuWOfDjSrw44dYjlqfG7a1D4d1NBIxdq1xZGOx445M//8+XieQApjysmTvE52RXa6iagOaeAoVMhr7XjmzME6li+P+2lJt+nTvdEzGtArj9exI+4zm/nDT1CDfdu2fAp7URS4LnXr4gEs7GjT7DKh6kLOmoXlK1UyPbVE4iopUuDP7t69iX20zLWFoFxP6dcPn8fLLyvt7wy+i9qDJT9GjfJWYYklpI1ZIokumNcKSNxB3rz1OXCANzCojbS3bvH9x4+HN4de6kstw5ZXXLigrStjAM8/b25c6kFdpYpYbs8eLBdOAfovv9TXffhwc7qLDNI0w47Zsfftw+MkT477M2bE/Vu2mJsnKXLjBv++HWLFAWbOBABlM1bd98MPHiusYtUqrFuuXLj/iy9w/wMPOKeLaIP81q3E/tmzcV+FCs7p4ld278bXKFUq3hP+4Ye91jLyEBlNTpzgP4/Xr5ufg0Zpz5ieoOSeo5O0aSPcwX35ZSxmNlLdLzRqhM9XlPY61LrKKtmy4bE3bRLL0c3bV16xTwc1dI1Xo4b9tTL1+PprPI9WFDd1iIuNdc6xxElE0RiBIxI3DOi9vmRJ3K8ZxSwJG73slzSN34ABnqnpGrTERcuWyv1J3fbJJ2EOSsPI33/ftH40RTf9blCMlquQSCINvWdOvchnPzFkCD6PQBrnHqU2ovZ2bKZiUJJekb5G2pglkuiCea2AxB3kzVsfkae7un7JlSt8f7ip0j/7TNuYoZUay0toZJX6ePFFc2PS9J80IirAzp1YLm1a43OsXq2tt5VnWFE6q3Ll7BlbFJ0VMNiJahY4laIsWsmeHV+/VayBEp4HfC2mcFMHO8nPP2PdYmJwLU6arqVGDed0EdV7unYtsd9o+uCkjChN8fvvS0NXKESp9379lb+Wt2+bn+Oxx4ixtKkgjL5cOSVsyYCOFmylvqBpU3y+77zDy4jq9tpJ/vzkvr5KLEfT63XqZK8eAURRLRcv8h8jp9JAf/cdnidzZrHcpk1YLksWZ/RxgzRpxOu8+vW91oyHOq9RZ5BITnfuN+rVw9dy/PjEvmefxX1Joab30KH4nJs2Ve5P6rZZs8Ic1EgYuUHWrcND5cypLz9yJJZ/5hnTU0skrpI1K/7sbt6c2EezBS1f7pmalhg+HJ/H888DwOzZ8Aqbg9p7Z5rpz/QFEoS0MUsk0QXzWgGJO8ibtz6iWjlqO+Bff/H9Fy6EN8fSpWJDBmO4SHWkQNPPqI8WLcyNSQtU0xRLAWjavUyZjM9BjV/0mDzZnO7//suP9eCD+P9Jk8yNLapDFvj8nT1r/bOX1KlYkRj/2WsAH38Md+7w1/aXX7zWNpHLl3n91LWi+vTBfc2bO6fLuXO8LpcuJfbTFMqRaKD1GtH3vHNn/H8gFY8kEVoracwYfacKM9BySh/GkEJVmTIpCwUNSpbE4vPmmdfFDzRrhs93yBBehjr6pEljrw5Fi+LxtVJvt2uH5Xr2tFePAPPm4XnKlhVnHnCqxijNRBAXJ3bMp5HnDz3kjD5uQKNIA0ckpvj95husY4ECuF/PcCwJD71aXk88Qe71H3qnp1uINtTKlMFt8+eHOSitsWBhp5VmjUmWTD+oaNAgLN+smempJRJXyZMHf3bXrk3so86skVTyIhzGjsXn0aD6VYBUqaAhW4naR7x+zmtVJTYgbcwSSXTBvFZA4g7y5q3PH3/wBoarVxP7T53i+8N1eqLpAtXH6dP2no8dvPGGtr6tW5sbk6aR0aqRs3kzlsuWzfgcP/ygrTdjuBZJONy9y4+VOTP+32zNmDNntI2INIqMMRzdKgkNjXbpx0YBTJrkavo3MyQk8HW2tm5N7Kepst56yzld/v6bv1Znzyb2DxuG+8ymIY5mRJusdGOqXz+vtYw8aDrL4cOVqHt1Wzh1akVw2dJYb9wQIpyHGve//daaPpFOy5b4fEVp+qijT8aM9upAI/jnzhXL0ftk//726hGAOoEVKyZ2Crhxw5n5RWmgRXPRSEetTA5+oEAB8TovEuvKffst1pGmDE+ZEvfv2eONntEAXfMNHZrYV7ky7rufbT6qGT8en3PduryDxbJlYQ7apAke4N13TesXbl3Unj2xbPv2pqeWSFyFOhZ//XViX6pUuM+v5jpaj/nJVNsBGINqbDtqDzutsSQikTZmiSS6YF4rIHEHefPWRxSl9fffif0iw4tGpjFN6KaX1lyRAjUi2fEwRmuwlCghllu/Hsvlzm18DupFTw8rkR00HWVsLP7fbL0Avc2XaEoH5hW9ia2/OVsIMGECnD/PX/eLF73WFkONOAsWJPbRtIhOesKLImhPnkzsF9W4kWBEqaqpgdtsFHI08+KL+BoNGcJHHKRIYW0OmnZuBBuAJ9RBlAb64EFr+kQ6rVvj8+3Th5ehv13hOPoY4dFH8fj3s0ZzPP+8bXZsXVaswPMUKgRw5Aj/2XDKwUeU6eKcwEGfRnvXreuMPm5QvLh4nSdKees1W7ZgHdUpYCM9m4Hf0HNgKFEC9yWFWo8ffYTPuWZNpWa1uk29UWEI+sP89tum9ROtR8yNZQAAIABJREFUL3UC9qFDByzbo4fpqSUSVylWDH92Axvzot+AI0e81dUstB7zY0z58SvGDqP2xYu91lRiB9LGLJFEF8xrBSTuIG/e+oSqEyNKZ3bvXnhz7NolNmQwBnDrlr3nYwf/+5+2vq+9Zm7MZcvwOEWLiuVoHcH8+Y3PIXqvRItxM9BoLnosWWJu3Bs3+LECqSSXLMHtRYqY1z+pMmkSvoaPsu8Bxo0TRndcv+61thha22zMmMQ+6omqlWLPDkSbIOrUyD164L4OHZzTxa+IDAAxMfj/L7/0WsvIo1UrfI3697dWp1YEV1OPva38Ua9eyB97UX1OdfrdaISm7XzzTV6G1pUKx9HHCFxaWA0Hifr1sZxT9SHXrMHz5M1rf6SrHrdv85/Do0d5OZqe76WXnNPJaSpUEK/FzKaSdxK9e5YonXgkZhbxC23bat+fqFNOUqj1OGMGPucqVZT7sbpNnerQEM2b4wEGDTKtX0KC4uSjHm7XLuNTDxxoemqJxFW0UvuKHIXPnPFWV7NQB/PKTPnxy8nOofZ167zWVGIH0sYskUQXzGsFJO4gb976/PMPvzA7dSqxf/9+3BcXF/4cBw6IDRkxMfq1Frzixg3eeB04zKZv+vJLPE7hwmK5r77CcoUKGZ9DtOljlzGAppGjx4oV5sa9d48fK+A5+PHHuL1aNfP6J1Xo5ykPOw0wZgwcOsRfdyt1zJygTRusX/fuSnt8PG9Q2bnTOT0SEvhrdehQYr/06DYGjUKmh55RLKlCvwNvvmmtTq2I5tX+wAZH9p5iSTaw00edaZInj7z7iN107Bj6+x6q5ppVaJ2xUaPEcjTS+qOP7NUjwMaNeJ7s2fnPRqpUzswdgP4m7N7Ny3TtimU6d3ZWJyeh723gUEfaRwo0u0WyZIl9IicDdZkDSXi89hq+lt26JfYlxVqPtP57uXJKNhJL10HkuWMBWptt9WptWS7if4SlqSUS16hUCX92Z81S2k+c4H8Drl3zVFXT0HrM5dg+SGAMUrDbIdcnEv8hbcwSSXTBvFZA4g7y5q3P9ev8wiwQwQXAR/+lSRP+HL/9JjZkmBnLLQoXFussihYwAt2oefBBsdwXX2C5cKLmROli1YeVot/0AZYeYXvgqkiWDI+1f7/S/u67uL1RI/NzJFV+/JF/r24PG8OlKUyZ0mtNeYYMwToGavtduMCfk9MRB1qfUQA+pZdTdb78Tvr0+vcQv3oMO0mnTvgade9uc/rKw4ehdbL5aLw+seMMF4D5+musS758FnTxCV264HPu2pWXWb4cy2g5BJlFlHpWRMWKYoOc3WzfjufJkIFvs7sOIyVbNjzfxo28jFs1Gd2ARofasRZzioMHeT0DjgR2ZCmRJKKX0YDWekwKj8Si8g40I8oPP4Q5qJE802FQujQeTqumLAAfPT5xoqWpJRLXqFEDf3anTFHaf/4Zt8fE+NfRbMlHf+H7DTsI12PScb9xx497ranEDqSNWSKJLpjXCkjcQd689QmVPm/rVtynrh1ilHPnxIYMu+vy2EnjxmKd+/UzN96qVXgcrYgC+jBbsqTxOUSpmtTH9u3mdAdQIhn1xrbiiZwuHR5rxw6lvXt33G62/mNSRhQhfKznZO57bTUKyQmmTcM6VqigtO/di9vj4pw3KKZJg+dUR7vROl/Dhjmri1/JkUP7/uHGe+hH6D2wUydrdWoR164BFCsGHdh0NF7P2j8bHmL6dKxLpUomdfERr7/OvycUmh67eHF7daD26bfeEsuVLInlFi60V48AomhBUVShk9A1yvLlvMxTT2EZddpqv6G1Ro3EyIRjx3g9b99W+qgTYurU3urqd/r0wdfzlVeU9rt3+ffg8GFvdXUD6qzx0EO8w9fevWEOSvO49uplSccnnsDDTZigLVu5MpadOdPS1BKJazz5JP7sBlKjU2ei9Om91dM0t27B8od6o3MpzH6FUwM+5u69f//ttbISO5A2ZokkumBeKyBxB3nz1ic+nn9oVKfP+/Zb3JczZ/hzXL0qNmTYnXbLToYOFes8eLC58dauxePkySOWmz8fy5Uta3yOmze1DfCMAezZY053AMXrVm/swKaeGWjao+++U9pprQ2zm7NJnYzJr6PruOGVzxyvkWUHtB5n4N5Do3HdiFrKlAnPuW1bYh+N5Bg3znl9/EjBgtr3j7x5vdYuMunVC1+ntm15Z5Nw6tQGSUgIhqF1Ydh40eU143m/aZT3s8+a0MVn0PdE5LhCf8fLlLFXh86d8fjqNIJqjGya2QGtNxgTw9+/nb5PlyuH55szh5epUgXLTJ/urE5OQrMcBo7ff/daM54//uD1DKQRpRvJOXJ4q6vfGTwYX89Anc0rV/j34M8/vdXVDeh9SJQN5eDBMAc1kmc6DF54wfhzJnX6WLTI0tQSiWs0aIA/uwEHHVENY1/SqROsZk/h9Xnqv+CnHxO49ZF0iIwOpI1ZIokumNcKSNxB3rxDExuLF2c//ZTYZzTyTQ+R5ypjAEWL2ncOdvP552Kd33nH3HhGN1pnz8ZyFSsan0O02WvpIVjFI4/oj71vn/mx8+bFYwVSZNWpg9vlxos5ymQ8ia7jrGe+hBUr8LUNp9alW9C0M4wpUQe0NmXVqs7rQqPf1OnraC2ojz92Xh8/Ury49v2jShWvtYtM+vXD16lVK2t1aoOMHx8coCebgMZTp6QLBU232bGjCV18xltv4XN+9VVehv6OB6Kf7YJuUrZrJ5bLnVv822o3R47w32m6hnL6N6ZmTTzf5Mm8TJEiWGbZMmd1chK6RxE4IrF+3/nzvJ4XLyp9ttzPJEGGD8fXM5Ca/fRp/j1IClEsdANalOr82LEwB9Ur9GgCOtxrr2nLUkcrK7XlJRI30cq24nTGBVf49FMAxmADq43OJWeOePjuO3x+kZixR2IOaWOWSKIL5rUCEneQN+/QpEiBFy/qSLMvv8R9Zmvp0DkYAyhf3h79neDoUbHxxWxBeKN1o2bMsLb5IbrOgcNKzvtHH9UelzFrqYoeegiPtWKF0l62LG7/7DPzcyRlns27B13Ht6tvgEWL8LUtVcprLXlE6VF//x1gwADc1rSp87rky6dtaK9QAffNnu28Pn5Ez8mgSROvtYtMaB3OF1/kN17CdrTZskXJ6Xp/gLfYWDRe69bGh6JpDrVq4UUT/fvjc27VipehqVftdmIYOBCP37y5WI5GPm/daq8eAX7/nf9O001Sp41+zzyD5xs5kpfJnh3LWKnL7DU9e/LXPFkyJTg40hClvw/UDXY62japMXYsvp4NGijtv/zCvwf//eetrm5A0xeKjrAjKbt1wwPo7egZYNAg/ndeC1prddMmS1NLJK7RrBn+7AYiZWfOxO2VK3urZ9js26fkVWcMtrIa6FwyZ+bTHEsnmOhB2pglkuiCea2AxB3kzTs0tGC7Ol2klZp4aqihijGA6tXt0d8J7t1TaqFQnceONTfeli3ALRpFfPIJlnvssfDmyZBB+yE4YJAxA62RQY/ffjM/Nk1fumSJ0k4jC7/5xvwcSZnuRdfjDYCSe2DWLHxtI7F2WEICf2/askWpqaNu69nTeV0efBDP+fXXiX00Mi7w+ZVgatTQvn+8/rrX2kUmomgQurkf1m/y2bMAuXKhAQay99B4LVoYH446jnzySdin6DtoCr9mzXgZGuUc7u94KOjnolEjsRx1GHKqPt2ZM/x3etIk/H846dLN0LIlnq9/f9yfkGBD7bEIgjrKMBa56Tlv3OB1DaRCnTrVP88FfuDDD/H1rF1baae1m5Mn91ZPt9i9W//ZhTGACxfCHLRHDzyAxdD5CRPwcE88oS17fx8ieEizhsQv0Ge3Pn2U9g8+wO116nirZ1hcvoweEHexSuhc0qQB7nnb7owSEu+QNmaJJLpgXisgcQd58w6NXn2tOXNw3yOPmJtDVPch0heBNDKIMf3i8XpQL9YMGcRy1Kim96AogqZCVB+XLpnTHYCvHUCPM2fMj00ji+bMUYx5KVPi9l27zM+RlHm/4mJ0HWvlOw4ffYSvbc2aXmspplgxrOeCBYrBS932/vvO61G0KJ7z888T+2TKJ2PUrat9/wjUIpFgRo/G1+nppwHmzcNt5coZHOzOHeEu7dCam1BTOBG5DzyAh/vyS1On6SveeQef8wsv8DJaRnq7GDcOj1+vHi9z7x7/PbOSZlyPixf5uUaMwP87HRVA0/R17Yr7//2X19GKY5PX0E1ixiI3NZuozMCRI0of/SzXr++trn5nyhR8PQMbrkadFKMNUap6ely5EuagRnM8G2TuXDycVhSt6J5+6JClqSUS1+jQAX92A6U7aS3rxo291dMw8fHKolyl/H5WFp1LsmT8b1yk274kxokGG/ONGzdgzJgxULFiRcicOTOkSZMGihYtCm+++SacPHnS1rkOHDgAnTp1gkKFCkGqVKkgW7ZsUKNGDZgyZQrcvXvX8DirV6+G559/HvLmzQspUqSAvHnzwvPPPw+rV682PMbdu3dhypQpUKNGDciWLRukSpUKChUqBJ06dYKDYTwsXbx4EYYMGQKlS5eG9OnTQ/r06aF06dIwZMgQuBTC8BofHw9btmyBAQMGQK1atSBnzpyQPHlySJ8+PZQsWRK6dOkCP6nrfmkwdOjQ4Ocw1LF582bD55YUYV4rIHGHaLh5O41eyhK7UmUVLsw/2Dz3nD36O0WbNrzOH31kbqydO/E4adOK5VSloTQNf3oUKKD9EHz9ujndAfhUcvSwUsukWjU81rRpANeuRZcxz0uW1f4EXccHMlyC99/3h1GObiqNHs3XkVq0yHk9SpfGcy5cmNhH09ap6xNKEnnuOe37x/z5XmsXmYg8q++XOgkehqN/33iDv/D168OI4fGmfpcTEvhohh9+MH2qvkGrxpcamubvqafs1cFIpoHr1937DRX9XtNUrDVqODN3gL598Xwvv4z7//yT1/HyZWd1chK6VnTjGpslIQEgJgbrGrB5DB2K291IGR7N0N+HQB1zWk8+Xz5v9XQLrXIR6uPWrTAHpYVow8nLLYC+N3nyiOWuXuV1/+MPS1NLJK6hlZm3d2/cLqrrHJHQnU3G4FDZFtx3lEb7v/SS14pL7MLvNuZjx47Bww8/DFqbSRkyZICVNnk9T58+HVKkSKE5V+XKleFioDi1BvHx8dC+fXvNMRhj0KFDB4iPj9cd5+LFi1CpUiXNMVKmTAkzZswIeU47d+6EXLlyaY6TO3du2KUT3ZA/f37dc2GMQWxsLPTt2xcSdOoHyA1C+2BeKyBxB7/fvN0gd268eFm3LrGPRhrVqmVujjJl+Acbrbo5kYLIADNtmrmxaJqblCnFcmPGYLmnnw5vHrp5oj7u3TOnO4DyXuk9YFvZfKTpSydNEtc0unrV/BxJmf81HomuY7LYe5xRLlI9Ntu2xXp266akbFG3qSOenYJGE6vrYeqlaJYkoncPketVMaLf32nTcNujjxoYaMkS/qIXLAhwiXcWMLqZdeUKP+SJE+bP1S+MGoXP+ZlneBkaPffss/bqQOv7iVJWiaL6zp61V48At2/zc1Fj4JNPOjN3gPfew/PRje6ffsL9MTFKAIBfoak5GdNONRsJUGeCQLpbahxu08ZbPf3OggX4egai0ZYuxe3Finmrp1ucOKH/7MKYifuAkUK0YbBrF/98KLIFnj3L624lM4xE4iZvvok/u23bKu0dO+L27t291dMQa9bwXi85csCxbee472i7dvj/zp29Vl5iF362MV+7dg2KFCkS1L9jx46wceNG+OGHH2DEiBGQLl06YIxBmjRpYP/+/ZbmWrVqFcTGxgJjDHLmzAmTJk2CXbt2wZo1a6BJkyZBHWrUqAH3dIyV/fv3D8qWL18eFi1aBP/73/9g0aJFUL58+WDfgAEDNMe4d+8e1KhRIyjbpEkTWLNmDezatQsmTZoEOXLkgMDGnF5E4p9//gnZs2cHxhgkS5YM+vbtC1u3boWtW7dC3759IVmyZMAYgxw5csCpU6eEY8TFxQFjDAoXLgz9+vWDr7/+Gvbs2QPbtm2DYcOGQebMmQ2dk3qD8MCBA7rHdSsG2yQA81oBiTv4+ebtFjTqbNWqxD66SVa3rrk5qlblH2wCi8NIZf16XudPPzU31r59eJxkycRy1MgVrsFHtBHLmPV6I6JoSvURRmYADpq+dOxYpa6Gui1FCvEDsyQ0F9r05d6vl1/G/7ds6bWWYt5+G+tZs6Y3mxK01lrAsUwvMkKCoZu96uPYMa+1i0xEm4G0vl3I9MCHDvG72ClSBC30ZtNhHjnCv483b1o7Xz9gZEOVpiFt0sReHWht6BIleBlRxNw//9irR4CEBH6u1q3x/w0aODN3AJqe/fHHcf933+H+TJmc1cdpaFpCxixnOnQUWh97+3alvXNnHxqHI5jPP8fXs2hRpV0rsjDaEW2qWX42GjQID2LR2/X4cV4vkQ3v2DFeLuzoR4nEI+i+euC5kzoPDhzorZ4hOXECIEsWrHRsLMCmTcJ1F8lCCjp2fonP8LONeciQIUHdx44dy/V///33wU2uWmajQwDgzp07UKhQIQhEJB4/fpyT6dq1a1CX2bNnC8c5evRoUJ+KFSvCTfLAeePGDahYsSIENuyOaRgWZs2aFZyrK61FAEpUZYYMGSCwcaeV+vSVV14JjrN06VKuf8mSJcH+VzXCoh999FFYu3atZnTg8ePH0SbkbxppYNQbhBJryCuYRPDzzdstChXCi5cVKxL7jHjLG+HJJ/lFU7du9ujvFOfO8TrPm2duLJH3ughqWAw33VLlyuKH4PTpzekdgNb3UR9xcdbGpulLhw0znnJHEpqE7q9DanYDXU8aEde+vddaiqEpjlOn5j9///3nvB50Y/Ljj5V2UeTMr786r48f6dpV+x6SFDaWzCCKFKMberqRWVev8gU0GVO+WPcxkq5SxObN+HUZM1o5U/8wYQI+b5HTFLUfN2tmrw5ffYXHf/BBXkaUWs/Je2Xy5Hgu+rvudHTbZ5/h+Wi97OXLQ18zP0E3ghgD6NPHa620oam4A6UMWrbE7f37e6un31m5El/PBx5Q2ukGugV7n6/4+2/tdQdjAOnSmRiUeq69+KIlHUXR+KLST/v3889e0nFS4he00knTDbRRozxVU59bt/gHaMaChdTPn+e7HnkE/y/Yi5H4FL/amO/cuQMZM2YExhgUL15cMyVn586dLZ+feqNslMaX+8aNG8FouRIij0cA6NKlS3CcHRqpmnbs2AF6m38AAMWLFwfGGGTJkgVu3LghlBk1ahTobf6dO3cuGBFZX6dGT/369SEQjXju3DlNOT0mT54c1GX8+PFCGblBaB/yCiYR/HrzdhNqP/z888Q+qxtWAZ591l/GDADlwYvWZ1yyxNxYBw/y5y96sLNqWBRFWDGmGGesICpfFTi06ikahXoPDhoEMGcObgukSZKY4I03oCg7wr1n6v8j1Wt/zRp9407OnO7oUacOnnfCBKX98mVep9On3dHJb9CyPYEjSxavNYtcROniDNcPTUhQfrDpBW/bFv34zJiBu6tUMabbokX4dYFIlWiHGtqfeIKXCVUPzyrffovHz5WLl6HG5NhYZ43J6dLh+eg90+m6O19+iecrXBj30wgquoHoN1av5r/akWxYzZsX67pmjdJOa9OOGOGtnn5n3Tp8PXPnVtqps2fDht7q6RaiWqzqI2tWE4PS2mMWQ8QTEpSsMuoh9+7l5bZvxzIZMliaViJxlZEj8ec3kHr9scdwe8ABMyLp0IG/iTRuHFxciZ4J6W/fzJken4PENvxqY163bl1Q79GjR2vKqTfc9FJc6tGiRYvgGHqbZOrNyKNHj6K+hIQEyJMnDzDGoFiI/OhFixYFxhjkzZuXi8w7evRocI7XAkVQBZw7dy4o16JFC65/2rRpwf7FixdrjrNo0aKg3DSTNaoOHjwYHENr01NuENqHvIJJBL/evN2kVCm8eFm0KLGPFlcW3CcN0awZv2h6+2179HcSmhbPbEF4UTo2UdR6v37WDIv16okfgvPnN6d3AJoaRH1YNfDT9KW9e/OpbZ2uXxTV9O4N9dhaXSNJ375eKynmwAF9446o9pYTUA/X+86icPo0r9Ply+7o5DeGDBG/h6VLe61Z5CKqG2U4qn/cOP5ily/PhWtSZwyjGyc0ko6mdIxWjERc9uqFZexOp27EUPzDD1jGqiNPKGjGrSpVrK1lwmXDBjxfjhy4P9rWFDRlKmMoMDjioJlKvvpKaa9dG7dPnOitnn6Hfi4C63Ono5ojlbt39deQprKTWK0FISBnTjzkunW8zNq1NugukXgE/Q2uV09pL1sWt8+d662emsyaxd9AihRRQoDvc+MGL0I3/7/4wsNzkNiKX23M6vSiWtF4AAB3796FNGnSAGMMaoasZyEmf/78wBiDoiG8SBcuXBjU6VNSz+m3334L9nUOUcSzU6dOQdnff/8d9anTiy5SG7sFBOozFihQgOtTpxfV2/Q8e/ZsUK5169a682mxd+/e4Bivv/66UEZuENqHvIJJBL/evN2kXDntxVnv3rivTRtzc4jqT+k4rUQMFy4otXQee8x89CCAknaQnv/t27wcLeId7vWm3tiB4+GHzesOwKcGsfMhlaYv7daN35BMKsYMR+jbFzqxqbpGkqFDvVZSjCj1ks12GUM8/zyed/hwpd3o91rCb2wFDlENN4nCihX4WhUqpKRgVrc1bix44ZYtSv4xtWDmzADkYQkAYOFCLFaqlDHdaJScxTJMvoGmPa5WjZfp1g3LhHieDZu9e/H4ojpaGzdimWzZ7NWBkjs3nq9ECfy/02msad3iVKlw/+DBuP+FF5zVx2no+Ua64bFYMazrsmVKe6VKuH3WLG/19Ds7duDrGUih2bMnbo/kepV2ExurvYY0lWrYgXBMer9cuJCX+eILe5/rJBI3mTwZf34DaY71ytxEDHv3AqRMiRVNk0ZJD6UilEMCY4nptSX+x6825qZNmwb1/idEcfIyZcoAYwyym0hF9u+//wbnaRTCYLNv376gbB+SYm7lypXBvgmBFE4afPDBB0HZVatWob7evXsH+/bv3687znPPPQeMMYiJiYHrpChwhQoVgDEGGQ3U1gjUM6xUqVJIWRHq8/nkk0+EMuoNwrp160L27NkhefLkkD17dqhVqxaMGjUKLkvvdUMwrxWQuINfb95uQh/Q1Y4b3bvjvk6dzM1BDWaMJS1P4d9/589fVIS+Rw8s07FjePO89JJ4QWo1SkfLuG/6AVsFNVx06MBn8Yj0epURzcCBMIIN0H1gidTN+oQEPnWdF58L+r0KRD//+CNudzqNn5+htfPU33eJGJpGMF8+PhKTK3905gwfjhAToxR2FUBrmRlNFdq6NX7dG29YO1e/QJ3IK1fmZTp1wjJ2p3A+fJj/Ht27h2W++Qb3W80iEIqCBfn51P936eLs/L/8wl8Tdc1FugYNd20VaYjS1n/3nddaaVOmDNZ1/nylvXhx3C4o9yIJg3378PUMOA+0b4/be/TwVk83EdWuDhwhspWJoXm+bfByomkWJ03iZWi0f/nylqeVSFyDOldVraq001IuEbeB9vffSjFXevMQ7OInJCjLbb3n7R9/9OAcJI6gtjGvXLkSTp06pXtEClWqVAHGGKQ1kFqkYcOGwXO8HaYH9JEjR4Kv7RbCYHPx4sWgbHPicTplypRg37KAd5kGy5YtC8pOnToV9TVr1izYd/HiRd1xunXrFpT95ZdfUF/OnDmBMQYlS5bUHQMAoGTJksAYg1yiWhAhuHHjBhQoUAAYY5AyZUo4c+aMUE69Qah1ZMqUCVZEpPdFZMG8VkDiDnKDMDTVquHFizpNMjV0aUQ3h6RPH36RNGOGPfr7gT/+4M//6lVerksXa0Y1arQNHCYdV4LQdHLqo3hxa2OL0qrSiK133rE2R5JmyBCYz1rqPrBE8mY9NSCqD7dqLrVqheft319pp2n8At76Ep5p08TvYaRGr0YCtNZczpx82u+WLVUvuHMHoHp1/iLr5PP+6issatThg6azjlQnA7sxkpKVZkzo1cteHU6e5N/if//FMsuW4f4iRezVgVKkCJ4vUyb8v9MbyGfP8tfk0qXE/pYtcV+kptU2isjp7MABr7XSRssRkW4kr17trZ5+59Ah/nMRH8/X+h440GtN3YPei9RH2bImBvzgAzxI3bqWdWzcOPS6iKa3rlHD8rQSiWtorZ1oYN7u3d7qiYiPB2jQgL9x6BjD6PnQw2ypGknkobYxGzkihRIlSgBjDHLmzBlS9qWXXgrqf0m9qDaA+vr069dPV/bmzZtB2WdI7YyxY8cG+9YEClhrsHr16qDsuHHjUN/TTz8d7Lt165buOH379g3K7tmzB/UF0q5WqVJFdwwAgMqVKwNjDNKZMBB17949qMObb76pKTd06FAoXbo0DBkyBFauXAl79+6FnTt3wpw5c6BevXrBMeLi4mC1XGTrEjnfUomjyA3C0NSsiRcvH32U2Pfqq7jvrbfMzSFKUblggR3a+wOjtco6dsQy4Xr50g3dwGEydXiQKVO0F7vlylkbm342XnhBefDV+kxKwuSdd2Abq677wBLJm/V162rrPW+eOzpQg39gnRaq7pUkkXnzxO9hJNfN8potW/C1ypxZ+Q1Wt6GyBjQcmzEluoGGl6lYswaL581rTDcaETRnjrVz9QsLFuDzLlOGl3n5ZSxj92bUhQv823zhApaZO9fe3+lQ0FrWNMOt0xty16/z10SdUZfa+NxyLnGKixf589UpheI51G9hyhSlnW7ebN3qrZ5+59gx/nNx65ZSq1bdNmKE15q6Bw2oVx+iCPCQTJyIB6ld27KORrKmOBC4KJG4xuLF+PNbsqQS5U+/k0ePeq2pinfe4RWsVg2nJyBkyKB9v2GMd+aS+Be/bhAWKlQIGGOQ30BqEXW9vXCjILciV0uLAAAgAElEQVRu3Rp87ZAhQ3Rl4+Pjg7JPkiLhw4YNC/Zt3LhRd5yNGzcGZYcH6sHcp3bt2sG++Ph43XHUdRq3bduG+mJjY4ExBo+JitATHnvsMQhszoXD/Pnzg/MXL14cbt68qSkbKk3s1KlTg2PlyZMn5OZoUiZyvqUSR5EbhKF58km8ePnww8Q+u7xOx47lF0lffmmP/n7g3Dn+/EXR7W3aiDcijEJTlAaOQDFws3z6qfZiN5AmxCwjR+Lxnn1WSXOnblu82NocSZrhw+FPlk/3gSWQ7isSaddOW+/Nm93RoXNnPG8gZeDKlbj9gQfc0ceP0FSWgUM6s2lD60mlTatEYqnbgrXdFi3iL27BgjiMSgCtVWd0kzt7dvy6dessnapvWLKEN3JRmjXDMoMG2avDtWv8W33yJJaZOhX3P/qovTpQKlTQN4qFsA1YJiGBrzWmTuVVtSruI5mHfEn58onnI4pkjSRq18bXf+JE5T1Llgy3hygLIwnBn3/y370rVwAef5y//kkFGqWqPgzY93g++ggPEiimZgFad11U05c6UzZtanlaicQ1vvwSf34LF1aWp/Q7efas15reZ80aPl9ojhyKx7cONGWq+kiWTJahiCacTjEazuaj1jF79mxuXBlBGNkRhJs3b4aUKVMCYwyyZMkChw8fNvxaLdq3bx88n/mRbPTzGOa1AhJ3kBuEoalfHy9g3n8/sa9JE9z37rvm5qDPU4wBrF1rj/5+4K+/+PM/f56Xo5EHIX5POfr2FS9Kn3vOmv4LF2oveK0+G4uy9WTNittCOAxJ9Bg5Eu6xWEjG7mi+h1984bWS2rz9tvZn79gxd3R4/XU8b6AWK90ssJpuN5pZtUr8Hv70k9eaRS579uBrlSIFX0vttddAySuXNi3uSJlSGSAEW7fil2XKFFqvO3d4u0lSeR+N1Gyk6ya7U2Tfvct/j44cwTI0LbgNQS660FT19CCOvI6gF41GnY6WLHFeH6c5exaga1clFX0Im6XnPPUUvv5jxwLcvu3db3q0ohVdTFO8zprltabuUbiw9n2pTh0TA9KUKjbk+qTRgaKspbrZAySSCIc+AxQoIE6Vff2615oCwIkTSsoOtWJxcYa8UvPk0b7fZM/uuOYSF3HaxuzUBqGsQRi5NQh3794N6dOnh8Cm4s6dOw29LhTqz2pHvxdhdxDmtQISd5AbhKGhqWdGjkzsa9gQ95lNyySKQEtKqYT+/ps/f1GtWauRB1qbKS+9ZE1/6vmnPurXtzY2ratRvXrSNT47wpgxAIzBg+w3zfcwhEOWp8yYof3Z08m4YCu9e+N527ZV2mfPxu0VKrijjx/ZvFn8HobpkJik+Pln/nrRNNLdO/3H734wBjBzpqE5du7ELzPwvAhnzoiN0EmBFSvweT/0EC/z7LPaayq7SJ4cz7FvH+6nkfkNG9qvgxoaoUSPsWOdnR9AMTiq5/zmm8S+HDlw3/r1zusjSaRRI3z933vPf2lS/cCVK/w1PXWKr+WclLJylCypfV8ydV+cPh0PYkN4Nl1Lli/Py7z2Gpbp2tXytBKJa9CSDDlzKlH+6rbY2AiIsLt1S5wSQe09r8ODD2rfb0QOZRL/4rSN+ciRI5aPK1eucOM2bdo0qHeo9JRlypQBxhhkN7G7fe3ateA8jRo10pXdt29fULZPnz6ob+XKlcG+CRMm6I7zwQcfBGVXrVqF+nr37h3s2x8iXcVzzz0HjDGIiYmB68RroUKFCsAYg4wZM+qOAQCQIUMGYIxBpUqVQsoePHgQsmbNCowxSJkyJWzYsCHka4xy/fr14Lk//fTTto0bbTCvFZC4g9wgDA0tjj5sWGIfrf/1wQfm5qC55xmLsELUDnP1Kn/+okLVTZtimXAjD0aMEC9KrXqarl6tveC1Gp04axYeT7S4Fm2mSgwybhwAY/A426T5Hn73nddKakNrpAWOLFnc04Gmf2rVSmn/+GPcbipdVRKBbkQxBpAqVQQYAyKYX37hr9krr+D/exX+mhcK5h0Nzd69+KXJk4d+DY1sjIsDCFHOIWr45ht87gUL8jJ6WRnsgta52b4d9w8ZgvtfeMF+HdTQc6aHOnW9U9A6iAsXKu0JCfyGalJaf0YCL76Ir//bbytBGvRzEhHRIz7m1i3+mh4/zqfZVG+eRzuPPKJ9X2rSxMSA9KHFgOEvFF+Tn/ECBXgZ+ttPbKgSSUQjylaxbRtuM2Bvdx5aEJQxxThj8GFF5K8XOKyWZJFEFn61Mavr6+3YsUNT7u7du5A2bVpgjEHNmjVNzZU/f35gjEHRELvjCxcuDOr06aefor7ffvst2Ne5c2fdcTp16hSU/V1diBwAZs2aFexbtGiR7jhFihQBxhgUEPwYq+syntPxajt79mxQrnUIQ+zx48chd+7cwBiDZMmSwYoVK3Tlw+XGjRsgNwhDw7xWQOIOfr15uwl9cFfXiqlZE/d9/LG5OejDD2NKVrSkwvXr/PmT3y0AUDbb1DLvvRfePOPHixelgZSIZtm0SXvBazU6ccECPF6KFPwcOvXAJaH48EMAxuBVNlvzPdy1y2sltTl4UKxzmTLu6UAjc198UWmnaaGsRtNGM6JoOFH0lSQRUfol6kTSl43GDY88oliJDXLgAD9HKDsI3STLk8fiifqItWvxuefLx8vQemtObI7lzInn+PZb3E/T0b3yiv06qKFRk/SYMsXZ+QH4NKeB7EKi9dfx487rI0mkVSt8/fv14+89MTFJx9HAKeLjxc9aWbLgtkh2CrObRx/Vvi+1aGFiwDlz+N9ci3z/PR4yTRpehjrzmi35IZF4wa5d+PObOjWfdlS0nnKVmTP5m0TRooqXt0FKl9a+30i7fHThVxvzunXrgnqPHj1aU27Hjh1BuQEDBpiaq0WLFmBkM61z585BuaNHj6K+hIQEyJMnDzDGoFixYrrzFStWDBhjkDdvXkggD7NHjx4NzvHaa69pjnHu3LmgXAvBImHatGnB/sU66RgWLVoUlJs2bZqm3KlTp+CBBx4AxhjExsbCggULdM/RDLt37w7q0qFDB9vHjxaY1wpI3MGvN283adkSL2D690/sq1IF982YYW4OmlqCMcV7OKkg8uoV1Vp5+mksM2ZMePPQiKbA0aOHNf3pw6udhscvvtA3LGbIYG38JM/kyQCMwdvsHc1r/PPPXiupjShlltsPWu+9h+cOZMp4913c3rixezr5jWPH+PfQpENikuHUKf6a0VpeA5nqw5k5s9jzRAdRlOKdO/qvoTYUG+yjvuHbb/G5i8pKPPYYljHrWKXHAw/gOb7+GvfTWpUhnG4t88IL+r/jbtQ8E9W5AxB/j/7+23l9JIm0a4evf69eAD/8gNvSpfNay+ggWTJ8Xfft4x3vklIErV764zZtTAw4fz4epGxZyzoePcrrRlPo16uH+8eNszytROIaNJ1oXByfXapECQ8V3LNHqd2tVihNGsVLNQxE2UkDRyD7jCQ68KuN+b///oOMGTMCYwyKFy/ObaQFUG/amT2/JUuWBMcYpVGn6saNG5A5c2ZgjEEJjZtAly5dguNoRT2qNzS7auTgLl68ODDGIEuWLHDjxg2hzKhRo4LjLF26lOs/d+4cxMbGAmMM6ut4htevXx8Cm35am6MXLlyAokWLBuebPn265nhW6NChQ3COefPmOTJHNMC8VkDiDn69ebvJq6/iBcxbbyX2lS+P++bONTcHNQQwBnD+vC3q+4I7d/jzJzVvAYB/ABw/Prx5aOabwNG3rzX9aRo69WG11i31IKRHoULWxk/y3C/y+Clro3mNIz2aIn16XmerUbHhMHYsnrtBA6W9Xz/58GeU06f597BlS6+1imwuXOCvGY3qH8qGKn/ExCi5oMNEFKWo8cwUhG6YO13fLpKgtTSzZeNlqlbFMk4875UogedYsgT3t22L+994w34d1FBHM3rMn+/s/ABKNgP1nIMHK+2i6OV795zXR5KIqH7a+vW4LXdur7WMDtKmxdeVpvZjDODIEa+1dA+99MemHCcWLcKDlCplWcdLl3jdTp3CMtWr4/5AhLRE4geOHOE/41Om4P+rVPFIub//5r2uGFO+62FCMxmoj9dfd0B3iWf42casTjM6VlAk/IcffoBkyZIBYwxq1aqlOU5gjIKiegsAcOfOHShUqBAwxiBDhgxwXGBw6tq1a3Cc2bNnC8c5evQoxMXFAWMMKlasCDeJB83NmzehYsWKEEjR+euvvwrHUacZ7datG9d//PjxYN3AwoULw927d4XjqNOMLlu2jOtfunRpsP/VV18VjvHPP/9AuXLlgnKh6iuK+Pnnn+GYKOJEhTriMVeuXFxNRUkizGsFJO7g55u3W7RvjxcwPXsm9lEjlNnC9j/9xC+Url2zR38/oJX2h/LEE1hm0qTw5qHpOoNG5KHW9D90SHvB2727tbFF0aUR8cAQLUybBsAYbGRPaF7jSK/xSO9DjOFaqU5zP0tr8KhTR2nv0QO3W90sj2YuX+bfQ1lDR59//uGvWcUK8ej/99hA5Y9wC9beR7RxG6JmPRedFkbJQ99Da+ZkzszLUA9yjeddS4Sao3lz3G8yO5Bh6IYkPQROuLZDSwcFMids2YLbI6LOURKjZ0/8HnToAPDll7jt4Ye91jI6oOlEv/qK/z7SzadohpZuEN0jwmLpUjxI8eKWdbx3DyA2Fg/7449YpmxZ3C+DACR+4rff+O/f8OH4/7p1PVAsPl7x+qTKqY1hYaAXsfz22zbrLvEUP9uYr127FqyzxxiDTp06waZNm2DHjh0wcuRISJcuHTDGIHXq1LB//37NcUJtEAIArFq1KhhxlzNnTpg8eTLs2rUL1q5dC02bNg2OUaNGDbin473Xv3//oGz58uVh8eLFsHv3bli8eDGUL18+2KeXDvXevXtQvXr1oGzTpk1h7dq1sGvXLpg8eTLkyJEDAlF/q3Wcbv/880/Inj07BDYk+/XrB9u2bYNt27ZBv379gpur2bNnh1OCBdft27ehWrVqQT1atWoFBw4c0D1oTUUAgNmzZ0NcXBzUqVMHxo8fD+vXr4e9e/fCrl27YM6cOVCvXr3gHHFxcfA1TTcjQTCvFZC4g59v3m5BPXvVDhWFC+O+5cvNzXH+vBLgEBgnQ4ak58FNF4qitI40Ndknn4Q3h1a6To2ofsOIFvaBQx1xaobt2/UNi0kpOsUR7ucDPM4KaV7jy5e9VlIfGlnLGACpYe0oNHVvIDWmlkFawiNKszxxotdaRTai2mnFs5xD/49mfRXjhsniXaIoxQsX9F9D6yAOGmRqal+yYwc+9/TpeZkyZbCME9FzNWrorxUaNcL9TjtUdO6s/zu+YoWz8wMAvPkmnjOQPnDFCtz+wAPO6yLB9OmD34NXXuFLuZUv77WW0UHu3PxaiX4fQzmBRBN66Y9NOSnRB60iRWzRM2tWPOzGjbjfrudxicQLRM5o1HGkaVMPFHvnHV6x6tVD59rXQPS8GjhMBAhJIhi/25iPHTsGDz/8cPAc6JEhQwZYuXKl7hhGNggBAKZPnw4pUqTQnKty5cpw8eJF3THi4+OhXbt2mmMwxqB9+/YQH+J5+OLFi1CpUiXNMVKmTAkzDNTU2rlzJ+TKlUtznFy5csHOnTuFrz1x4oTueYgOUSTn7NmzDb02a9assMKNBzGfw7xWQOIOfr95u8Hrr+MFjDp1X/78uM9EBrMgrVoljhNI/ZSUENUFodDUZOHWfNRK12l1USpa2AcOq8bhPXv0DYsakfkSo8yeDcAY/MeSQwyLF17jW7e8VlIfGuXMmJKezC1mzMBzV62qtOvVb5VgEhKwkwhjAJ9/7rVWkY0oNXVBdgL9Pz7zcEsF1URRiqdP67+GpjqbPNn09L7jf//D5546NS9TrBiWcSJ6rm5dPAdNR06NVO+/b78Oamg0NT3WrHF2fgAlU4J6ziZNlPb7P4HBQ25Euc/gwfg9aNZM2/FGYg2aKW/cOP77aNL27UvUz570MPUsSj0ObKqDULQoHpamjc6Vy7s1sERilYsX+e8f/W6aqglqhdWr+QeTnDktpdV59lnt+82cOTbqLvGcaLAxX79+HcaMGQMVK1aETJkyQZo0aaBo0aLQq1cvOHnyZMjXG90gBAA4cOAAdOzYEQoVKgSpUqWCrFmzQo0aNWDKlCmaqTxFrFq1Cho1agR58uSBFClSQJ48eaBRo0a6EX+Uu3fvwieffAI1atSArFmzQqpUqaBQoULQsWNHOBhG3dGLFy/C4MGDoVSpUpAuXTpIly4dlC5dGgYPHgyXLl3SfJ1dG4QXLlyAWbNmQYcOHaBChQqQL18+SJ06NaRKlQry5MkDDRo0gIkTJ8LVq1cNn1NShnmtgMQdouHm7TS9euEFTNu2iX05cuC+DRvMz5OQoNTv0agtG/XQ2te7d/MyFStimXBTk23cKF6UTpliTXdRfYzAMXy4tbEPHNA3LPbubW38JM+8ecGLmYed5q5vTIzy3YxkqOGXMYDDh92bn0Y6PPKI0v7887jdzbSnfoSmPhPdAyWJJCTwn/vs7AL6f1KfPy3NIYpSFGQxQRQqhOWT0kbvvn343JMn52UeegjLOBHpQSME33sP99NsBB99ZL8Oat56S/93nEbDOMH48XjOQCroDz7A7bVrO6+LBDNsGH4PGjcGGDMGtz39tNdaRgdFiuDrOmAA/j9FCq81dJd27Wx+fvnmGzyIAcOoEWjtMhoVTmtxf/+9LdNKJK5w7Rr//aP1QV3NwnLihJIjXq1AXJySk9wCNMOG+pDZ/aILaWOWSKIL5rUCEneQN+/Q9O2LFzCvvJLYlykT7tu2zTs9/U6aNPhaiqLOaY2JcFOTff+9eFFqtQaSyIgcOKxGJhw7pm9YHD3a2vhJnoULgxfzUfY9d33TpPFawdDcz5KKDjdrmC5ahOcuVUppp1E648a5p5MfUUerly5tOitmkiJ5cvJ9Zdd1jYjhIopSfP997RTgCQn8b9n27dZ08BM//4zPPTaWlylQAMt88439etAagwMH4n7qbOR0SuZBg/R/x934jNBI78qVlfYhQ3C7J2nMkjijR/ObgTSq8KWXvNYyOihdGl/XTp3w/1myeK2hu3Tpon1fGjvWxIBr1uBB8uWzRU8aeaR2OBNlYPjpJ1umlUhc4fZt/vv3yCP4f9fS1d+6xU9u00NcixberoMk7iFtzBJJdMG8VkDiDvLmHRpq2GnePLEvdWrct2uXd3r6HSPenyVLYpnFi8ObY+9e8aJ00SJrut+9q73gnTTJ2tinTukbFmfOtDZ+kmfJkuDFbMEWcNc3a1avFQzNunVY5wwZ3J2flpwpWlRpD1UHTIKJj1cCWidNApDZLoyRNm2C7v0x3DTUlIQExWmajlumjDjqS+QFfvy4NR38xOHD/PnTjW5aA2zdOvv1aNsWz9GrF+4vUcLeNUAo3n1X/3fcjeW36qcOGFNSvQIAdO+O2zt0cF4XCWbCBPwe1KkD8MYbuK19e6+1jA6ocwCtwZc/v9caugv9nKkPU3WQ16/Hg+TObYue9J7es2di382bSft3V+J/RBkxqDPVmDEuKSOqW/HCC7ak03n1Ve37zaFD1lWXRA7SxiyRRBfMawUk7iBv3qGh6fvU3tXUcPjjj56p6XtoNObWrbwMTQ30xRfhzXHokHhRakeKM1pDMXBMn25t3L/+0jcsypq6Fvn88+DF7M9GctfXJudnR7l5E6enbN3a3fm//hpfswcfVNqpA+pnn7mrlyT6yZz6pu790Wp0OACf5kl9PP88NkT++isvc/26dR38wtGj/PnTel7ZsuH+TZvs16NrVzzHa6/h/gcfdPd3lEaI0cONaBca2JMnj9L+8su4vU8f53WRYGi9wcceUzZqtTZEJOahNWJr18b/Fy/utYbu0q+f9n1p6lQTA9JaDjly2KInTdPcqlVin+g56fx5W6aVSFwjRQr8GabZKFxxsqSpBhhTvIlsSktDI7bVx9mztkwhiRCkjVkiiS6Y1wpI3EHevEPz3nt4AdOokdJ+7x6/uDlyxFtd/UzWrPhabt7My9DaTl99Fd4cv/0mXpSuWWNd/7RpxWNbLbotikhRH7LOhkWWLw9ezCmsM3d9ixTxWkFjHDoE0LGjkpbs33/dnXvtWnzN8uZV2osXx+1Ll7qrlyTK2bwZcrDzuvfHcNNQi7h0ia9ppz5SpFA2Va5eVcqzqPvSp7c+v58Q/cbevIllMmbE/U6kZqfG5Fdfxf25cuF+J6IY1dAIMS/WjjTFerp0SnvDhrh95EjndZFgaJrwKlUAmjXDba6ll4ty6IYgLV1QqZLXGrrL229r35dMOdh89x0exKY0HNTJ4qmnEvtOnOB1d3sdLJFYJV06/XWCHetZXfbsAUiZEk+aNq2tRe1pxgL1ceuWbdNIIgBpY5ZIogvmtQISd5A379CIaoMAANy4wS9ufvvNW139TM6c+Fp++y0vkz8/llm9Orw5zpwRL0q/+866/nSDM3AsWWJtXFENLPVx9Kh13ZM0qvC31ewp7vqWLeu1gpHPpk34mmXPrrQXLIjbV670VE1JNHH6NECOHJCP/al7f7R6/1WzYQNfv0p95MjB1757+GH75vcDf/wR2lDrRmp2WleP1m+jm5SijAV2QiPE6PH7787ODwBw4AA/b3w8QLVquG3KFOd1kWDmzsXvQbly/MatrDdtDw0a4OuaLx/+//HHvdbw/+zdd5jUxP8H8ABH70hHunQBkSZKEwQFpAiCgIIgTUAEQZqAKEUBERSQ5leKVAFRQIog0nuVIr1Ih6PD0Y7bz++P/HZvZyab27tNMpvk/Xqe/eOSveR9yexsbiaZsdbw4YHrpblzE7DBTZvYjaRPb0hO/sGmcuVi1x06pF23AdhJoHYE7yu+N0XHy/Xr4j9tRl9EE1HPntp/W8qUhu4GwgDamAGcRZEdINzt2rWLvvzyS6pVqxblypWLkiVLRqlTp6ZChQpRmzZtaFM8b4lesWIFNWrUyLetXLlyUaNGjWhFfHtA4gmVd9y+/Za9iKlVS11+65Z4gXPhgtysdpYzJ3ssV60S38PPXbR6dfz2ceOG9oXp9u2h58+VS3vboQ5d5vEQJUoU+B+GGzdCz+5qK1b4DuZhpZhwfF96SXbA8Ld5s3Z7UJYs7HKtOdsA4u3xY1+vRgHlpG6DSnyHoY5LdLQ67Bo/TGagV5Uqxu4/3F24IB6DW7fY9/DDce/da3yOr75i9/Hmm+x6fiivXbuMz+CPf0JMxrWjVuftnTvik97xndsZQsfPD1m8OFG1auyyCRNkp3QG/mlwfhg/vq5wum++Mfj7c9s2diPeR5VD5DfYBylK7FD2ROr/cPw5BbAbvh2Ef2mNrGSIp0+1x9Lv0cPwXfXvr/23eUeeAedAGzOAs6CDUEeVKlV8FZ7eq3Xr1vT48WPdbcXExFC7du10t9O+fXuKMelWOFTecRs3jr2IefVVdfmVK+IFzrVrcrPaGf904PLl4nv4Rtn4XixrPfWpKMbMHVmwoPa2tTo644t/4sL7SpIEd8mG7M8/fQf0vpJKOMbezzsEtnOnduMMP+zutm1yc4JDdOvmK1RFlCO6DSpLl5oT4dYt9U7oQHPPel9Nm5qz/3CldV0UGRm73uMR1x88aHwOfkjPmjVj12kND3/4sPEZ/PFPiOkdI7No3dR2/rz1w62CiO/8eO45zOFrlmbN9D+LzZvLTmgt/n9c/9cffyRgg/wFoUGPBm3cyG42XbrYdfy0h95RLADshJ8bmX/t3m3SjrXGGa5cWZxA2gCDB2v/bc8/b/iuQDK0MQM4iyI7QDgrWLAgKYpCOXPmpO7du9OiRYto586dtG3bNhozZgzlypXLVyG2aNFCd1v9+vXzvbdMmTI0b9482rlzJ82bN4/KlCnjW9e/f39T/hZU3nGbOFG8ZiIiOndOvMC5c0duVjvLly/uht0MGdj3xHfuIq2GQUUhOno09PzFi2tv24g7/jJm1N521qyhb9v1/vqLOaiZE11njnG9erIDhr99+9hyGRGh/eTrP//ITgq2N3cuU6hKKv/oNqgYMb+snmPHiOrXD7z/jz82d//h5vp18Rhcvhy7XmvIbCO+f3lTprD7ePnl2HX37okZzB7ik39CTMa1Y6COUX7KIfwrYL3ly9lzkDu3Ov+x/zKjn4Z2q1at9D+L7drJTmgtvq70f2lN9RCnPXvYjSRLZkjOw4fFfN57sJcsYZf7P10IYBdFiujXTcePm7BT/stHUdS7hi5dMmFngYc0dttoG26ANmYAZ1FkBwhn9erVo19++YWePn2quT4yMpIKFy7sqxQ3bNig+b5jx45RREQEKYpC5cqVowcPHjDro6KiqFy5cqQoCkVERNCJEycM/1tQeceNn/egYkV1+YkT4gXOo0dys9oZ/wTeb7+J7+GfSErI0KBJk4rn7ezZ0PPzd3t7X0Y8NcXf4e99FS8e+rZdb9065qCWjdjHHOO335YdMPxpNdxoPa1rwlcYuMnBg8J4cGUT7dZtUElQA2cCrF5NVKKEuP8ff7Rm/+Hi9m3xGPgPn2nV3M38E3tlysSuu3ZNzODfiWkG/gkxWdeO/DUUP38s6mk5uPuUKFs2cbg5PNlpjPbt9T+L3bvLTmitGTMCH4sEzc26fz+7kSRJDMl59Wrgepu7bwhPI4EtlSqlXzdduWLwDk+fFu9ATpLE1EmZAw1p3LChabsESdDGDOAsiuwAdrds2TJfpditWzfN93Tu3Nn3nm0BehG2bdvme0+XLl0Mz4nKO278P09ly6rLtRrFMdxjwvF3Sy9aJL6Hv9M9IcNtpE1rzkX3/0+JJbyMmF+Jf7rS+6pWLfRtux43blHjpEuZY9yqleyA4U/rZolLl8RlFy/KTgq2dfu2+CWhKFSp4FXdBpX1662LGB2tjjiQNau671deIeLu+3I8rafz/G/A0epAPHfO+BwLFxf5k/4AACAASURBVLL7KFIkdp3WXHy3bxufwZ/fVLeaL6uuHfl5nKdPF7Ncv25NFojFD5+YIYN4rbpli+yUztC1q/5nccAA2QmtNW9e4GOxY0cCNnjwoLghjyfknNHR4ma9w1NPncoux9zhYEfly+vXTVFRBu7swQP1zil+J99+a+BORIGGNG7TxtTdggRoYwZwFkV2ALu7f/++r1KsW7eusN7j8VDOnDlJURQqWrSo7raKFClCiqJQrly5yGPARbY/VN5xmz2bvYgpVUpdvncvuzxpUrk57Y4fonP+fPE9iROz70nIkIVZspjTOFijhvZF77//hr7tokW1t92kSejbdr0tW5iDOiDZKOYY9+0rO2D402pwP3JEXHbrluykYEseD9Fbb4kFqkMHqlpVv0FFRqO6x6M+NWfw5ZotPHwonoOTJ2PXR0aK6w2/K57UubP895EnT+y6o0fFDHFMFx4y/gkxWdeO/BBmX3wh5gkwOAqYaMcO9hykTCkO0X3ggOyUzvDJJ/rfGV99JTuhtRYvDnws9u1LwAb//de0SoWfZsJ7A5DenLMAdlG5cuDPYpIkBl5TejxEbduKO3n7bdMvXCdP1v77evY0dbcgAdqYAZwFHYQhunHjhq9SrF+/vrD+1KlTvvWdOnXS3VbHjh197z1t8EQpqLzjxs8d4x3Wcds2dnnq1HJz2l3JkuzxnDOHXR8TI15QHj4c//3kzi1ux4jhverU0b7oNWL4tNKltbcdR9UBweBa5k6nKEaZM6s/Zs5sTAev012+LJbN7dvN+ZyBC40cKRamcuWIHj6k117Tb+xN0BMQkGBaT3kcOxa7/uJFcf2NG8bn4IfOzJIldh0/Z2rixOZ35m7aFLiMWnntyD+hwLcRpktnXRaIxZdJrZfZ82S6Rb9++sd53DjZCa2lNQWZ95Wg69/jx8UNGXQHBj8VhXekmWHD2OUYrhDsKNCNxoqido4bhn/kVlHUO5Hv3jVwJ9qmTdP++4YONX3XYDG0MQM4CzoIQ7R48WJfpdinTx9hvf8QpGPHjtXd1pgxY3zvXb58uaE5UXnHjb+7slAhdfmGDezyTJnk5rS7F15gj+fPP7PrHz/Wb3gMVqFC7DYSJTKmcVDrARdFMWZYxYoVtbc9cGDo23a93bvZg5o8Od24oc5dZsaTLU50/bpYNletsr4RHhzo77/FR8czZfKNW1m3rn5jrxFDPEPwPB7xHPjfyHP2rLjejDYp/gauNGli123dGnidWfgnxGRdO9asye6bb5DMm9e6LBBL66Er/nXtmuyUzjB4sP5xnjZNdkJr6T3dnKAbHE+dEjdk0Fjb/P9CU6aoy/lO35YtDdkdgKUC3WisKOwoCCHZtYsoWTLxIsiiu2HnzNH++374wZLdg4XQxgzgLOggDEFMTAxVqFDBVynu1pgobdKkSb71Cxcu1N3ewoULfe+dPHlyvLKcP39e9+XfUYnKW9vSpexFTL586vLVq9nlOXLIzWl3Zcuyx3P6dHZ9VJR4QZmQO6r5JxVTpjQkPrVooX3Ra8R8PtWqaW/7u+9C37br8bfuR0TITmQ7d++KZXP+fOsb4cFhzp8Xx4ROlIjozz99b2nYUL+x1ztHEVhHbyhwrflKHz40PsP+/ew+/G9Q4BvE/Z8uNAufx/+VPbv5+/fib2Tin8h54QXrskCskyfj7iB023ymZvnqK/3j/MsvshNai5//0v914UICNqh1F8i9e4Zk5W8I8g4H260bu7xjR0N2B2CpRo0CfxZLlDBgB5GRak8jv/EFCwzYeHD4+aG9r7lzLYsAFkEHIYCzoIMwBKNHj/ZViI0bN9Z8z6hRo3zvWblype72VqxY4Xvv6NGj45XF+3vBvFB5a1u5kr2IefZZdTk/xw3uvA5NhQrs8fzf/9j1t2+LF5TnzsV/P/wQWxkzGpNfazh/RSG6fz/0bdeurb3t2bND37brHTggdkBAvDx6JJZNfp6JrFllpwRbefyYqFIlsWANGcK8rWlT/cbeI0ck5Xcx/ub0PXti15k4PRXj2DFxP95R7pYtY5cbdme+Dr0nxKzYv9f777P75s/Vq69alwVinTunX48ZOv+Uy337rf6xNnignrCn93RzZGQCNnj+vLghIyZ6J6LWrdnNeuct4///+uQTQ3YHYKl33gn8WaxUKcSNP32q3Zhg8YdlyRLtvy+OplCwIXQQAjgLOggTaP369RQREUGKolDWrFnp6tWrmu8bMmSIr9Jcu3at7jbXrl3re+/QeA7SjQ7C0PF3m2fLpi7/9Vd2eeHCcnPaHd8W7B06xktrGMPLl+O/nypV2G0Y9eRn587aF73R0aFvu0ED7W37PUgDCXX4sHhgY2Jkp7IVrflBR4xgf/Y+eQ0QlI8+EgtVvXrCZ/Pdd/Ube0+elJTfxVKlYs+B/6XlP/+w68y6H0OvjXrBAnZ5kSLmZPCnNeqe9+Udtt4K/JM2/CvAPY1gsqtX9c9L+vSyEzrH+PH6x3rDBtkJraX3dHOChn++dEnckEETzX7yCbvZ999Xlzdrxi7H9AtgR61aBf4s1q4d4sYHDRI3Wrky0ZMnhmQPFj/9hPeF+cKdBx2EAM6CDsIEOHToEGXMmJEURaEUKVLQBp3/Mqx6ghBDjIZu/Xr2IsY7X8zcuezy55+Xm9Pu+I47fjz6y5fFC8qE3N1aqxa7jfz5jcnfo4eYL0kSY7bN//Prffk/mQEJdPSoeGAt/ofJCSIi2EPYvz/7c/HishOCbcyeLX4m8+cnunlTeGubNvqNvf/9JyG/y6VLx56DrVtj1/FTviZLZk4GvRuKZs5kl1sxrOaFC4HLqCFDhwVpwAD9z0u7dtZlgVi3bumfl1y5ZCd0jqlT9Y+1266rjxwJfCy8T13Hi1Zvd4CbpeNr2DB2s/Xqqcv5oUdHjDBkdwCWat8+8Gfx7bdD2DA/5JWiqGObX7pkWPZg/f239t93/LjlUcBk6CAEcBZ0EMbT6dOnKWfOnKQoCiVJkoR+//133fdbNQdhXFB5x23LFvYiJl06dfmMGezysmXl5rS76tXZ4zluHLveqFFr6tdnt1GsmDH5+/UT86VKZcy2A91ViMZvA2hN/mPGpFgOlzIlewi7dGF/LldOdkKwhQMHxEfQUqRQ5wrV0LGjfmPvxYsW5wfKmJE9Bxs3xq7bupVdZ9bcpFpzFp86pa7jhz8OeeiuIFy7FriMvvii+fv3GjlS//PSq5d1WSDWgwf656VoUdkJnYO/QYB/HT0qO6G1Tp8OfCwSNKztjRvihgzqiODr7pdeUpfz87SPH2/I7gAs1bVr4M9i27YJ3OipU0QZMrAbS5KEvTCz0ObN2n/f9etS4oCJ0MYM4CzoIIyHixcvUoECBUhRFEqUKBHNnDkzzt/xf3Jv7Nixuu8dM2aM773LDZ4cAZV33Pj5GVKmVJdPmcIuf/lluTntrmZN9njyHwutf2ITMr8fP2dVmTLG5P/iCzGf92nTUHXooH1BHRVlzPZd7cwZYwqWy6VPzx7Cli3Zn6tUkZ0Qwt7t20TPPSd+HqdPD/grWiOR+r+uXbMuPqiyZGHPwd9/x67bsIFdZ9QcwDytYY8PHVLXjRnDLq9Z05wM/u7cCVxGvY3cVpg0Sf/zMmyYdVkg1tOn+ucFN9gYZ/58/WN94YLshNa6eFH7OCRPnsANak0Yf/68IVkXLmQ3+9xz6vJy5YK+ZAAIW/wQuv6v7t0TsMEHD9QhEviNjRljePZg7dyp/feZMRc1yIU2ZgBnQQdhkCIjI6l48eK+CnDChAlB/d6pU6d8v9OpUyfd93bs2NH33tOnTxsR2weVd9z27mUvYiIi1OX8PBbVq8vNaXf83Nn8aLrHj4sXlAkZ/oZ/Gs+opwf4OdcUhShnTmO2rTVvkFFPJ7reuXPiwb1zR3Yq2+E7Bfghn15/XXZCCGseD1GjRuJnsWNH3V/Ta1BRFM1RScFkOXKw52DNmth1/JzOWbOalyNFCnZfu3apy4cPZ5e/+aZ5GbwePgxcRqtVM3//XnPm6H9e+KHdwTqJEwc+L/j/wji//ab/GUjIyCR2pjUcs6LEjpYTb/fuiRs7e9aQrOvWsZv13mBStCi7fMECQ3YHYCmtkYi8r0GD4rkxj0d7DP5mzRL4aLAx+HmoQ6prIKyhjRnAWdBBGITbt2/Tiy++6Kv8RsRj0HuPx+MbkrRoHGPHFC1alBRFoVy5cpHH4C91VN5xO3hQvJjxeNQOLDSAG6dOHfZ4jhzJrj98WDwPMTHx3w//NF6NGsbkHztWzGfU/IaffipuO08eY7btelq3T6NXId5y5WIP4csvsz+/9ZbshBDWtO6wKF+e6NEj3V/r21e/sffePYvyg8+zz7LnwH+a7ZUr2XVmzq0WaKjTgQPZ5U2bmpfBS+uJRu+rVi3z9++1bJn+52XuXOuyAIsfptv/Vb++7HTOsWKF/mcgOlp2Qmtp9ecpinrTV4JojZfrHd85RAcOaJ+v3LnZZStWGLI7AEsNHhy4Xho1Kp4b44e5UhR1TpW7d82IHjStOU/z5ZMaCUyCNmYAZ0EHYRyioqLolVde8VV8AwYMiPc2Onfu7Pv9bdu2ab5n27Ztvvd06dIl1NgCVN5x07qYiY4W70LHP/ChefNN9nh+9RW7nr/rLHHihO2Hfxqvbt3QsxNpD91l1PyGfIOmomDOS8NcuSIe3MhI2alsJ39+9hCWKMH+/O67shNC2Fq7Vnx85plngppkddAg/cbeOPoXwQT58rHnYNmy2HVLl1rXMJQzJ7uvVavU5b16sctbtzYvg7+ICO0yasUTjF78EK/8y78zF6zFD9Pt/2rRQnY65+CfYvZ/JXhYTRt7/Fj7WDz7rIEbPH7ckKyXLombvnZNvBlkwwZDdgdgqa++Clw3TZ4cjw3t3EmULBm7gTRp1AYtyU6dEv82o6Z6gfCCNmYAZ0EHoY7Hjx9T7dq1fZVe9wQNDE507NgxSpIkCSmKQuXKlaMHDx4w6x88eEDlypUjRVEoIiKCjht0ge0PlXfcTp4UL2YePBDv9Hr7bdlJ7Y0fXW7oUHb97t3s+mTJEraf3r3Z7TRuHHp2InXOC76cvPCCMdseNkzcNp5YNUhkpHhwL1+Wncp2ChdmDyH/RGGHDrITQlg6f14cnzZRIqI//wzq14cM0e/wwLwm1uOnkfztt9h1v/7KritUyLwcBQtq5+jShV0exyj/hkmdWruMGnUNEox9+/Q/L9u3W5cFWFmzBj4v+P40zqZNgY/zM8/ITmc9j0f7WBQsmMANak2o+e+/hmTV6ns8ckTsC9m925DdAViKH5nK/zVnTpAbiYwUH6lVFHUCzzBw4YIYzYp5oMF6aGMGcBZ0EOpo3Lixr8KrUaMGHThwgA4ePBjwdezYsYDb6tevn29bZcqUofnz59OuXbto/vz5VKZMGd+6/v37m/K3oPKO23//iRczd++KY8XjCZnQNGnCHs/Bg9n127ez61OnTth+vvuO3c5HH4UcnYiI5s0Ty8lLLxmz7W++EbeN8maQW7fEg3vhguxUtvP88+Ln0//nBN5HA072+LFaSfKfP/7uEB1aI5P69zOC9fj5oBYtil3Hf0+WKGFejpIl2X15h89s25Zd3qOHeRn88U+5eF9WPh2mdfe+/0vn3xUwGT80r/+rZ0/Z6Zxj587Ax9mtQ/cnTy4ei+LFE7gxrR7HgwcNy5omDbvpv/8Wd3f0qGG7A7DM+PGB6yb/kRgCevpUHbM8jL9Arl0T4+EGe2dCGzOAs6CDUIe3sgv2lTdv3oDbiomJoQ8++ED399u1a0cxCZlsLQiovOOmNUXZjRvq9Zb/srZtZSe1t2bN2OM5cCC7nr/rN336hO3n0qXYIdAyZSLavz/07ETq0wl8OalWzZhta/3TYFWjpuPdvSse3CCGNgTWiy/qNzybdI8L2FnXrmJBefPNeE0uO2ZM4DKX0KfMITT88MLz58eu+/lndp1RT9lrqVCB3ddPP6nL33mHXf7ZZ+Zl8Jc9u3Y5ff99a/ZPpP3AvP/r2jXrsgCLf+LV//X557LTOQc/XYEhnWI2ly6deCxCGvYvSRJ2Y0b9o0XiENYzZojZz583bHcAlpk6NXDdtH59EBvQmo+kalWiJ09Mzx6s27fFiB07yk4FZkAbM4CzoINQh5EdhF7Lly+nhg0bUs6cOSlZsmSUM2dOatiwIa0weaZtVN5x07rb6epVsW3zww9lJ7W3Fi30OxTWrWPXZ86c8H3duaN2OF69GlJkxooVYjkxahjQH38Utz1smDHbdr2oKPHgnj4tO5XtaD0I5v8aMkR2Qggrs2aJhaRAAfWJ3niYMCFwmUuVyqTsoKt0afY8zJ4du+6nn9h15cubl6NaNXZf48eryxs0YJfH44HVkOTJo11OrWwce/RIv54Oo3ZE1ylWLPB5GTVKdjrnOHo08HGuUEF2Ojn4Ub4VJcQRUPgxP/fsMSxr2bLspr/8Uswez8sIgLAwc2bgumnv3jh+edky8Zdy5Ai7KTMePBBj9u0rOxWYAW3MAM6CDkKXQOUdt0AjELZvzy77+GPZSe3tvffY49mnD7t+zRp2ffbscnIGojXMTYMGxmybf+pCUeI5YTkEptVieuKE7FS2U7WqfsPz6NGyE0LY+OcfopQp2QKSIoU6QVo8TZkSuMwl9ClzCA3fgDtzZuy6yZPZdS+/bF6ON97Q7mThR+Cyqm4qVEi7nBo1zHmwtIYTVBR16D6Qh+9Y939NmiQ7nXOcPh34OL/6qux0cmgNbxvSCCj897uB7Quvv85u+oMPxOy40QHsSGuqkqD+LT15Ur3g9f+FiAj1TugwozVF6YgRslOBGdDGDOAs6CB0CVTecbt3T7yYOXOGqHVrdlnv3rKT2tv777PHs1cvdj3/hF7u3FJiBrR1q1hOmjUzZtsLFojb/vVXY7btetHR4sHFBCbxVrOmfgfhxImyE0JYuHWL6LnnxAIyY0aCNjd9euAyF8pT5pBwFSuy58E7tCeROFy2UcNwa2ncmN3Xl1+qyytXZpf/8IN5Gfzx87QGutYxm9bTQuF4TeU2/JC4/q9Zs2Sncw6taSO8r/r1ZaeTQ2t429q1Q9ggP1Hgtm2GZW3Zkt00f+2JocXBrhYvDlw3BRzxKCpK++6SsWMtzR4f/AjEU6fKTgRmQBszgLOgg9AlUHnHLdADRvw8NvyceRA//F2g/Bx7S5ey6/Pnl5MzkL17xXLSqpUx2+b/dkUh2rDBmG27nscjHtzDh2Wnsp06dfQ7CBPY/wNOEhND1LChWDhCGJ97zpzAZS7cnjJ3i5dfZs/DlCmx6/g5I197zbwc777L7qtfP3U5/4TjtGnmZfAXaJ5Wq+dnDTTXXalS1uYAFt9x7f/67TfZ6Zzj+vXAx7lFC9np5Che3ODOUv5pps2bDcv68cfspvknszNmNGxXAJZavjxw3fTggcYveDzi3dWKojZQeTxWxw8a/4DxwoWyE4EZ0MYM4CzoIHQJVN5xi4kRr73+/ZforbfYZZhjKzQdO7LHkx9269df2fWFC8vJGcjhw2I56dDBmG3/+Sf6sEyVODF7cP/5R3Yi29Hq9/F/LVggOyFI9/XXYsGoUEG9CyeBtJ6u9r7wRJQc/HDD/k/ojRzJrqtb17wcgYaB5xvD580zL4O/SpW0y+kXX1izf68yZbRzmPk0J8RN7yn8v/6Snc45tEaF8b7at5edTo4XXhCPxdtvh7DBZ55hN7Z+vWFZ+TkH+SGT8b0PdsVPpeJ9RUQE6O/jx2xXFPUC5949y7PHR8aMbOS1a2UnAjOgjRnAWdBB6BKovIOTKJHYf1C3Lrts5EjZKe2tc2f2eHbuzK7/5RfxGjicnDolXqcbNbfQhg3itq9dM2bbQERJk7IHN87Z4IHXtKl+B+Eff8hOCFL99ZfYEf/MM0T//RfSZn//PXCZK1DAoOwQLzVqsOdh3LjYdUOHsusaNjQvR7du7L68N+zky8cuX7LEvAz+qlXTLqdffWXN/uPK0aiRtTmApfcU/vbtstM5x5MngY8zP3KJW/DDQiuK+gR2gmXNaloPwIQJ+teaRYsatisAS23cqF2mM2XSePOOHep4uv5vTJOG6MgRy3PHl/8NpWnThn1/JiQQ2pgBnAUdhC6Byjs4/DXYnj3i3b5hPNy7LXz0EXs8O3Zk18+eza4vXVpOzkC05jX59FNjtr1jB7vdRInUqfPAIClSsAd41y7ZiWyHH86Pf/39t+yEIM25c+qEgHwltnp1yJvm56b1f4XbU+ZuUbs2ex7GjIld9/nn7LqQnlKJQ9++7L7ee09dni0bu9yAYhgU/rh4X6NHW7N/r/r1tXO0bWttDmA1ahS4Ljt0SHY65/B4xJs+vS+3ThXBP/WtKOq0DwmWI4dplez8+frXmmXLGrYrAEvx/+t7X3nzcm+MjFQfleXfaJOxOq9cIWrdWr0pZuNG2WnALGhjBnAWdBC6BCrv4KRKxV6Dbd9OVKUKu2ziRNkp7a17d/Z4tmvHrp8xI7z/CbxxQ7xWHzDAmG3fvcv2YZUvb8x24f+lTi1+wCFe2rTRb7TZtk12QpDi0SPtxxOGDzdk84GGZFIUohIlDNkFxBP/JNSoUbHr+vdn15k559cXX7D7atJEXZ4uHbt80ybzMvh7803tcjp+vDX792rZUjtHz57W5gBWs2aB67IQH7QGDj8spff19deyk8lRq5Z4LPhRXOLl2WfZja1caVhWve98RcFQyWBf+/drl+mSJf3e9PSpOnkz/yaj7kgGMAjamAGcBR2ELoHKOzj8fOubNqlTJ/kv++kn2SntrWdP9ni2acOu//FHdv1LL8nJGcj9++L1+tChxm1/3jyi/PnVuULwgJvB+BbjLVtkJ7Idfg5R/oVpHV2qSxexMNSvr07uawCt4Ze9r3B7ytwt+CfU/IfQ/PRTdl3r1ubl4Oc7rFNHXc6PKL17t3kZ/DVpol1Op0yxZv9eH36oncPI6xWIv/feC1yX3bghO52z8Jd8sjrrw4XWzQshDbeaNy+7MQPHmN+3T/9a08x5bQHM9O+/2mX65Zf93jRggHavOIYVgjCDNmYAZ0EHoUug8g4OPzraunXipO6zZslOaW+9e7PHs1Urdv2kSez6ypXl5AwkOlq8Zvd/cgLCGD9jOsY8iTd+iGD+deKE7IRguZ9/FgtCwYJEt24Ztott2wKXuXLlDNsNxMNbbwXueIprpAAjjRvH7qt6dfXme76cHD5sXgZ/LVpol9MZM6zZv1efPto5JkywNgew2rULXJc9fiw7nbNkyaJ9nKdPl51MDq2bF/r2DWGDBQqwGzNwotdz5/SvNZs1M2xXAJY6dUq7TL/xxv+/YelScWWOHESXL0vNDaAFbcwAzoIOQpdA5R2c7NnZ67HVq4mKFWOXLVggO6W9xTX0GN/Y9+qrcnLqiYhgM44bJzsRBIVvLcKEefHGPwHMvy5elJ0QLPXPP0QpU7KFIGVKdQwlA+3eHbjMVapk6K4gSG+/zZ6HwYNj1/EPlH74oXk5/vc/dl8VKxLduyeWk9OnzcvgL9AwzHPnWrN/r2HDtHPMmWNtDmB17qx9XpIlk53MefgRML0vm0zhZTitYYc//zyEDRYuzG7s118NyxoVpX+tiblUwa4uXNAu002bknqXJT+cVUQE0ebNsmMDaEIbM4CzoIPQJVB5B4efC3r5cvEGyd9/l53S3gYO1L8LdMwYdn2tWnJy6kmThs1o9dBhkED8HQBr1shOZDv9+uk32hj40BiEu1u31CcF+UIwc6bhuzpwIHCZq1LF8N1BEJo3Z8+D/1y87duz6z7+2Lwcc+aw+ypViujqVbGcXLliXgZ/gYZhNrDtPCj8zVbe14oV1uYAVo8e2uclUybZyZxH6+vJzZ+Btm3FYxHSNMEm30HL33vk/+rWzdBdAVgmMlK7TLd7P1q9gOFXfPed7MgAAaGNGcBZ0EHoEqi8g6M1WoqJc7C70uDB7PFs0oRdz88nFI7zTPBD0ZrQHg5myJWLPXGrVslOZDuDBul3EGKINJeIiSFq0EAsAJ07m7K7o0cDl7kaNUzZJcSBn0utX7/Yde+/z67r1cu8HIsXs/t67jmis2fFcnLnjnkZ/HXrpl1Oly2zZv9eM2Zo59i2zdocwAo09GuePLKTOQ/ff+V9uXV0+U6dxGMxenQIG3z+eXZj8+YZlpUo8BOg/PcNgJ3cuaNdpnsUWyUubN6cyOORHRkgILQxAzgLOghdApV3cPjRUhYtwqiERhsyhD2ejRqx64cPZ9c3aCAnpx6+n2n+fNmJICh58rAnbvly2YlsZ+jQwA02SZLg/1jX+OorsQBUqED06JEpuws0Z4uiEL3+uim7hDjwQ2l++mnsOn4oOzMbc1euZPeVKxfRkSNiOXnyxLwM/nr10i6nq1dbs38vvuPU+zp61NocwAp0k02JErKTOQ8/h7z3tXev7GRyfPyxeCzGjw9hg6VLsxubPduwrESBz5+iqEMoA9jRo0faZfpz5Qt2QfHi6njpAGEMbcwAzoIOQpdA5R2cEiXEjh9+KHgMAx8avgOwfn12/Rfc9TH/hGE44G+axYNoNpE/P3vili6Vnch2+Cd8/V9p0shOB5ZYs4YocWL25GfOTHTunGm7PH8+cLmrV8+03YKOdu3Y89CjR+y6pk3ZdYMGmZdjwwZ2X5kyqR0A/M0LVvnsM+1yun69dRmIiP76SzvH1avW5gBWoJtsKlaUncx5KlbUPtbHjslOJkfv3uKxmDo1hA2++CK7MYOHU6lZM/D3/tixhu4KwDIej3aZ/kbxu7sobVrczQO2gDZmAGdBB6FLoPIODn+34qxZRClSsMt27ZKd0t5GjGCPJz+EKD9H4TvvyMmpx7+TM3t2oocPZSeCoDz3HFu4fvtNdiLbGTs2cINN1qyy04Hpzp0Tx1hOnNj0+Ty15pTzvvin0MEa/HB1H30Uu65RI3bdkCHmbdV+zgAAIABJREFU5di5k91XypREW7bIu3nhyy+1y6nVQ3vyx8X7supJStAW6CabmjVlJ3OeqlW1j/XFi7KTycH/fxVyn1758uzGpk0zLCuR+v9foO/9kDo2ASRLmlQs01OUDrE/LFokOyJAUNDGDOAs6CB0CVTewSlXTvxfJ1Eidtk//8hOaW+jR7PHs3Ztdn3fvuz6996Tk1OPx0O0YAHRN98QXbkiOw0ErUgRtnAtXCg7ke388EPgBpt8+WSnA1M9eqQOI8qf+OHDTd/1rVuBy13TpqbvHjR07cqeB//pJ+vVY9d9/bV5OQ4eFMvEmjXsz1mymLd/3tdfa5fTPXusy0CkPW9n6tTWZgDRd9/hRger1Kqlfaytmo803Gg9vRrSFAkvvWRqr12XLoG/9+fONXRXAJZKk0Ys0/OU/+8R9x+vHSDMoY0ZwFnQQegSqLyDU6kSe7E2caJ4AYcRH0LDP4HE3zXNz9/Tpo2cnOBAWmMIQ7xMnRq4waZ4cdnpwFSdO4snvX59opgY03d9/37gcteihem7Bw3du7PnoUOH2HV8w/y335qX4+RJsUwsWMD+nDevefvnjRmjXU4PHbIuAxHRpUtihmeftTYDiLT+r1CU8LwZzu7efFP7WD99KjuZHKNGiccipIE0KldmNzZpkmFZiYg+/zzw9/6SJYbuCsBSzzwjluk/lLpE1aoRRUfLjgcQNLQxAzgLOghdApV3cPjhaL75RryAO3NGdkp7GzeOPZ7Vq7PrP/6YXd++vZyc4EClSrGFa84c2YlsZ8aMwA025crJTgem+fln8YQXLKg+2meBJ08Cl7vWrS2JAJyePdnz0LZt7Lrq1dl148aZl0OrI2zyZPbnokXN2z9vwgTtcnr8uHUZiLQ71UuWtDYDiH76Sbt8fPih7GTO07ixeJxTpJCdSp7vvxePx4oVIWywWjV2YxMmGBWViLTzel9r1xq6KwBL5cz0QCjTG59phGGJwHbQxgzgLOggdAlU3sGpUYO9WBs8WPynxK1zVxiFH6KwShV2PT+kjP+wZQAhKVOGLVw//yw7ke3MnRu4waZqVdnpwBT796sTu/mf7JQpLR1v2+MJXO7atbMsBvjp04c9D61axa575RVTHyxhaA0/6z9PsKKoVb9VfvxRu5z+9591GYjUz0zixKijw82sWdrlo3dv2cmcp0UL8Thnziw7lTz8jRMhd7Tx/zR//71hWYmIZs8O/L2/fbuhuwKwzokTlC/RWaFM75u+T3YygHhDGzOAs6CD0CVQeQfn9dfZi7VPPxX/Kbl+XXZKe+P/QX35ZXZ9hw7s+m7d5OQEB+InGZ0+XXYi21m0KHCDzRtvyE4Hhrt1S31SkD/ZEjrXkybVLnedOlkeBYjos8/Y89CyZew6fqrK//3PvByPHollgh+qnL/OMNPMmdrl9PJl6zJ4ZcjAZmjY0PoMwOKHv/W+vvxSdjLnadNGPM5WDjccbqZNE4/H5s0hbJAfS3rMGMOyEhGtWhX4etPqIZsBDBEVRVSqFBVRjghl+tQp2eEA4g9tzADOgg5Cl0DlHZx69diLNa0pl+7elZ3S3vi76ytWZNe3bcuu79lTTk5woIoVrWu1dqilSwM32Lz1lux0YKiYGHWOQf5ES3qsO3Vq7XL30UdS4rgePz9Us2ax6/iHtWfONC+Hx0OUKBG7P/46gp/r2Ezz52uX0xs3rMvglScPmwFzOsv3++/a5cPMeTrdqlMn8TiXKCE7lTxz5ojHY9euEDb4xhvsxr75xrCsRGq2QNebmO4DbMfjUYdaUBQqpewXyvS1a7IDAsQf2pgBnAUdhC6Byjs4jRqxF2v/fx3HvB4/lp3S3qZPZ49n2bLs+vfeY9f36SMlJjjRyy+zhWvyZNmJbGflysANNu++KzsdGIofp9F7R8ejR1LiZMyoXe569JASx/W+/JI9D40bx657/nl23dy55mbhO48bNGB/rl/f3P37W7xYu5zev29dBi/+PHzyifUZgLVihXb5mDpVdjLn4ec0936FuZXWCBAHDoSwQf6u2q+/NiwrkdoJGOh6E50pYDsTJ/oKcHllh1CmJV1aA4QEbcwAzoIOQpdA5R2cpk3FBi/+As7jkZ3S3n7+mT2eL7zArm/enF0/YICcnOBAVauyheuHH2Qnsp21awM32HToIDsdGGb1avGxrMyZic6dkxYpa1btcoe5u+Tg+48bNIhdV6QIu27RInOzZM7M7o+fA9H/6UazLV+uXU6fPLEugxd/T8yQIdZnAFag71CzO9HdSGuaiBo1ZKeSZ9ky8XgcOxbCBhs2ZDc2bJhhWYnUEXsCXW8+eGDorgDMtW0bM07+K8ompjwnTSo7IEDCoI0ZwFnQQegSqLyDw09oz89JmCyZ7IT2xw9xU7Iku75JE3b94MFSYoITvfoqW7jGjZOdyHY2bQrcYNO9u+x0YIj//iN65hn25CZOTPTXX1JjPfusdrn77DOpsVxr5Ej2PNSrF7suf3523ZIl5mbJnZvdX7Fi7M/vv2/u/v2tWSOW0USJ5Nxc9u67bI7Zs63PAKxA36FLl8pO5jwDBojH2f9GBrdZvVo8HiEN1cnfRWvwRJoej/p/d7jUpwAJcu2acAFbQ/mLKdPPPCM7JEDCoI0ZwFnQQegSqLyD07o1+09I5crsz2nTyk5of/z8PMWLs+tNviEV3Oy119jCNXas7ES2s2NH4A7C/v1lp4OQPXpEVL68eHINHjosIQoU0C53n38uO5k7jR4t3lDlxXfmrlhhbpbChdn9ZcvG/vzhh+bu39/GjWIZTZ7cuv3727Ejdmje0qXlDHMKrJ07teuxdetkJ3OeIUPE49yypexU8mzYIB6PS5dC2CA/7I4JX8Y5coiZ8b842EZ0tPrYMleI6xQ4wizKl092UICEQRszgLOgg9AlUHkHp1079hruhRfYn3GHV+gWLmSPaZEi7Pq6ddn1I0bIyQkOxD8SPHq07ES2s29f4A7CoUNlp4OQdeokntiGDcPidn1+2EqUO7m++449DzVrxq7jO+jWrDE3C3+t5jeSFymKtXPvbd8ultF06azbP+/aNaI9ezB/drjYv1+7Htu1S3Yy5+GfclYUdw+FrlU33bgRwgYtmBOiZEkxc/bshu8GwBz9+okF+NVXqVHDGGZRqVKygwIkDNqYAZwFHYQugco7OHzbaKFC7M85c8pOaH+LF7PH9Lnn2PW1a7Prv/1WTk5wIL73eeRI2Yls59ChwB2E+Kza3IwZ4kl97jmi27dlJyMi7YZC3EQiz4QJ7HmoXj12XaZM7Lr1683NUqlS4HpJUawdhlbrJorMma3bP4S3I0e0y+iRI7KTOQ9/E4PVNwuEG626KaSnivkxjPv1MyyrV/Xq2pclAGHv99/FwpszJ9GVK9SsGbu4cmXZYQESBm3MAM6CDkKXQOUdnI8+Eq/j/H/On192QvtbupQ9pvywGvw0cd9/LycnOFD9+mzhGj5cdiLbOX48cCP8xImy00GC7dtHlCIFe0JTpiQ6cEB2Mp+yZbXLHR4ElmPy5MANXGnTsuu2bDE3i8YIXszLyqHK//1X3H+uXNbtH8LbqVPaZfTCBdnJnGfiRPE4DxokO5U8fNlLmpTo6dMQNsjPy/Hpp4Zl9eLnpVcUdbhkgLB2/Lg6dAD/gdu6lYiIWrViV9WpIzkvQAKhjRnAWdBB6BKovIPzySfsBVv69OzP/HCYEH/Ll7PHNHdudn2VKuh0AJO89RZbuIYMkZ3Ids6eDdwIP2OG7HSQIDdvqne/8Cd09mzZyRgvvaRd7nATiRw//sieh5deil3H9zWbfdlZr55+B6GVTzefPCnuHzeXgdf589plNEwe1HaUn34Sj7ObB47weNTONe+xaNIkxA1+8AF7cE14PFNr1PNXXjF8NwDGuX+f6PnnxYI7frzvLe3bs6veeUdiXoAQoI0ZwFnQQegSqLyD07s3e8EWEcH+jDHiQ7dqFXtM+WFb+aHCpk6VkxMc6O232cI1eLDsRLZz6VLgRvgFC2Sng3iLidHuXenaVXYyQdWq2uUON5HIMX06ex7KlYtdlzgxu27/fnOzNG2q30FoZRnR6gAqWtS6/UN4u3ZNu4xGR8tO5jyzZ4vHecIE2ankunlTvTdu9Giihw9D3FiHDuzB/fhjQzL6++wz8RzWrm34bgCM4fGIQ+8qClHLlsxc3t26savdPDcq2BvamAGcBR2ELoHKOzha/4gEagCDhFmzhj2m2bKx68uVY9dPny4lJjjRO++whWvgQNmJbOf69cD14x9/yE4H8TZ0qHgiX3qJ6PFj2ckEr72mXe5wE4kcs2ax56FMGXV5TIx4jg4fNjcLP9Id/7LyOuLqVXH/uLkMvG7fFstHypSyUznTwoXiscZIBwb68EPTbywaM0Y8h2+9ZfhuAIzBT86sKOrThNxkn7/9hhsswRnQxgzgLOggdAlU3sEZPFi/kQnDmoTu77/ZY5o5M7v+hRfY9bNmyckJDtSyJVu4+veXnch27twJXD/+/bfsdBAvf/5JlCgRexKzZFEfgQpDdevK7/yBWPPmseehZEl1+aNH4jk6ftzcLFrD0Pm/5s83d//+tDqAype3bv8Q3h4+FMtHliyyUzkTP+e5ohAtWiQ7lYN07coe3A8/NHwXM2eK57BVK8N3AxC6rVvVeQb9C2u6dJoXQB4P0aRJamf3hAnqjVUAdoQ2ZgBnQQehS6DyDo7WwxT+r1dflZ3Q/jZsYI9pxozs+hIl5DXsgcPxs8L36SM7ke1oNW56X9u3y04HQTt7lihTJvYEJk5MtHat7GQBNWyoXe7CbKpE11iwgD0PxYqpy+/dE8/RmTPmZunRQ//abckSc/fv78ED3FwGgT19KpYPzFFpjj//FI/1ypWyUznIxx+zB9eEcRL5eetN6ocECM3Vq0S5comF9bffZCcDMBXamAGcBR2ELoHKOzgjRug3Mr3xhuyE9rdlC3tM06Zl1xcpgrt9wSRt2rCFq1cv2YlsR6tx0/s6cEB2OgjKw4fiWM6KQjRypOxkugLNM4ebSORYvJg9D4UKqctv3hTP0YUL5maJa3j4NWvM3b8/rTqyRg3r9g/hL0kStnxgCFpzrFsnfhY3bZKdykE++YQ9uB98YPgutm8Xz+Gnnxq+G4CEi45W7yDnC2q/frKTAZgObcwAzoIOQpdA5R2c0aP1G5kaNpSd0P74f/ZSpWLXFygg785/cLj27dnC1b277ES2xDduel8nT8pOBkHp2FE8eY0aqWMehbF339Uud7/+KjuZO/HD9xUooC7XmoPv6lVzs8Q1+sPmzebun8fXkbi5DPylSsWWj5dflp3ImbZuFeuCfftkp3KQ3r3Zg9u6teG7OHFCPIeDBxu+G4CE69tX+66g6GjZyQBMhzZmAGdBB6FLoPIOzvff6zcyNW0qO6H97drFHtPkydn1efKw65cvl5MTHIifqOqjj2QnsqWUKbXrx4sXZSeDOE2bJp64QoXUidPCHP8AMG4ikWvFCvY85MmjLj9/XjxHt26ZmyWum7v27DF3/zy+Awg3l4G/DBnY8lG7tuxEzrRnj1gXmD0fqqv068ce3HffNXwXt26J5/CbbwzfDUDC8EMpKIo61KjZd0UBhAm0MQM4CzoIXQKVd3AmTtRvZHrvPdkJ7W/vXvaYRkSw63PkYNevXi0nJzhQly5s4ercWXYiW0qXTrt+NLsTAEK0dy9RihTsSUuViujgQdnJgqL14KOiqB1VYD1+fq+cOdXlp0+L5+j+fXOz/PCD/rXbv/+au38e3wGEm8vAX7ZsbPlo0kR2Imc6dEisCy5dkp3KQQYMYA9u8+aG78LjEZ/InjjR8N0AxN+xY+o8Kf6FM2lSom3bZCcDsAzamAGcBR2ELoHKOzhTp+o3MpkwvYLr/PMPe0wTJWLXZ8nCrv/7bzk5wYG6dWMLV8eOshPZUubM2vXj48eyk0FAN28S5c8vnrQ5c2QnC9pHH2mXOyvnl4NYa9ey5yFrVnX5sWPW1w3Tp+tfu505Y+7+eXwHkAkP1oCN5c7Nlo/335edyJlOnhTrgrt3ZadykM8/t+ROiKxZ2d3MnGnKbgCCd/8+0fPPixXMhAmykwFYCm3MAM6CDkKXQOUdnLgamfDAUei07uiNiYldz995v2mTvKzgMD16sIWrXTvZiWwpZ07xM5wkSdhPYedeMTFEdeuKJ61bN9nJ4uWTT7S/l9etk53MnTZsYM/DM8+oy7W+482uG+bP1792u3LF3P3z+A4g3FwG/p57ji0fXbvKTuRMT58SZc8ee5xLl5adyGG+/JItyI0bm7KbsmXZ3fz5pym7AQiOx0PUsqV4ofHee/hHCFwHbcwAzoIOQpdA5R2c2bP1G5l69JCd0P6OHhWP65MnsevTpGHXYaQOMEyvXmzhatNGdiJbypdP/AynTSs7FQQ0ZIh4wipVst0jn337an8vb94sO5k7bd7Mnof06dXl+/aJNw+YbckS/Ws3q58a4juAPvzQ2v1DeCtenC0f/frJTuRcW7cSVa1K9NprRAcOyE7jMMOGsQXZpMlW/adOLlqU/Z8RwHLjx4sXGSVLEkVFyU4GYDm0MQM4CzoIXQKVd3Diugu9Tx/ZCe3vxAnxuD58GLs+eXJ23e7d8rKCw/A9DJhUNEEKFxY/w9myyU4FmlatUsdx9j9ZWbMSXbggO1m8DRqk/b28Y4fsZO60fTt7HlKnVpfv3MkuT5HC/CyrV+tfu0VHm5/BX4kS7P67d7d2/xDeXniBLR/DhslOBJAAI0awBblePdN2tXMn0cKF5s9nC6BryxaiiAi23KdLR3T8uOxkAFKgjRnAWdBB6BKovIPz66/6jUyDBslOaH+nT4vH1f8fPn4y+v375WUFh/nsM7ZwtWghO5Et8Y3fiqJObwdh5swZokyZ2BOVOLFtJ3bVehBSUYj27JGdzJ1279buCOSfLEyXzvws/D79XxER5u+fV6YMm6F3b+szQPiqWJEtH999JzsRQAJ88w1bkN94Q3YiAPNcuaI9x8Lvv8tOBiAN2pgBnAUdhC6Byjs4S5fqdxAOHSo7of399594XO/cUdd5POK6w4fl5gUH4R9BatZMdiJb4hu/FUUdMg3CyMOH4sQ9ikI0cqTsZAnGP6zgfWHYODn279fuiFu3jl3unZvQTHv2BL5ukzH88UsvsRkGDrQ+A4SvFi3Y8rF8uexEAAkwZgxbkGvVkp0IwBzR0UTVq4sXGBgfGlwObcwAzoIOQpdA5R2cFSv0OwhHjZKd0P4uXBCP682b6ronT8R1x47JzQsO8sUXbOFq0kR2Ilvin35QFKJy5WSnAkaHDuJJeust9S4Mm+LbIr2vI0dkJ3OngwfFc+HxiMN9Zs9ufpZ//w183ZY1q/n751WtymYYMsT6DBC+du9Wh+VWFKLatTGnGtjU99+zFV2NGrITAZijTx/x4qJmTevHLwcIM2hjBnAWdBC6BCrv4KxZo99B+P33shPa3+XL4nGNjFTXRUWJ606flpsXHGToULZwNWokO5EtVakifk6rVpWdCnymTRNPUOHCsY9q29T48drfyydOyE7mTkeOiOfi6VP1aSj/Zblzm5/lzJnA121585q/f16tWmwGGz+4Cya5d4/o7Flb37MBbjdhAlvRVasmOxGA8RYvFi8snn2W6No12ckApEMbM4CzoIPQJVB5B2f9ev0OwkmTZCe0v2vXxON6+bK67s4dcd25c3LzgoN89RVbuOrXl53IlmrWFD+nmHomTOzZQ5Q8OXtyUqUiOnRIdrKQTZmi/b189qzsZO504oR4Lh4/Vqfj8V9WoID5Wa5eDXzdVqyY+fvnff45m2HjRuszAACYatIktqKrXFl2IgBjHTumjlPuX86TJiXavl12MoCwgDZmAGdBB6FLoPIOzubN+h2E06bJTmh/N2+Kx/XCBXXd9euBOw8BQjZqFFu46tSRnciW3nhD/Jw2biw7FdCNG0T584snZ+5c2ckMMX269vfyxYuyk7mT1lN7UVFECxeyy4oUMT/L3buBr9tefNH8/fNu3yZq3ZqoZEmir78miomxPgMAgKl+/JGtbF96SXYiAOPcv09UooR4UfHDD7KTAYQNtDEDOAs6CF0ClXdwduzQ7yCcPVt2QvvTekrwv//UdVeuiOu8w48ChOzbb9nCVbu27ES21KCB+Dl97z3ZqVwuJoaobl3xxHTrJjuZYebM0f5evnpVdjJ3OndOPBd37qj90f7Lnn/e/CzR0YGv2155xfz9AwC4Dj+cefnyshMBGMPjIWrRQvufHYwLDeCDNmYAZ0EHoUug8g7Onj36HYQLF8pOaH/374vH1TvP4Pnz4rpbt+TmBQf57ju2cNWsKTuRLb39tvg57dhRdiqX+/JL8aRUqqSO+egQCxZofy/fvCk7mTtduiSeixs3iGbMkPMEX0SEdvl47TVr9g8A4CozZ8p/XBvADOPGiRcTJUuqwyQAgA/amAGcBR2ELoHKOzgHDuh3EC5dKjuh/T18KB7XEyfUdVpDlt2/LzUuOMn48Wzhql5ddiJbatlS/Jx27y47lYutXEmUKBF7QrJmjR272SH4ue28r7t3ZSdzJ635hK9dE0edq1jRmjz8NEHeF6aaBQAwwezZbGVburTsRACh27JFvOMoffrYxgoA8EEbM4CzoIPQJVB5B+fIEf0OwlWrZCe0vydPxON69Ki67vhxcd2jR3LzgoNMnMgWripVZCeypTZtxM9p//6yU7nUmTNEGTOyJyNJEqJ162QnM9yKFdrfyw8fyk7mTlrzCV+6JFazlStbkydbNu3y0ayZNfsHAHCVefPYytaK8aQBzHTlClHOnOKFxJIlspMBhCW0MQM4CzoIXQKVd3BOnNDvIHRgm6vlYmLE43r4sLru33/FdTExcvOCg0yZwhaul1+WnciWOnQQP6dDh8pO5UIPHxKVLSuejFGjZCczxZo12t/LT5/KTuZOWvMJnztH9P337LJXX7UmT7582uWjTRtr9g8A4Cr8uN/FislOBJBw0dHqyDK4AxIgaGhjBnAWdBC6BCrv4Jw9q99BuGWL7ITOwI+G988/6vJ//mGXJ0okNyc4zE8/sQWsQgXZiWypa1exbvz2W9mpXKh9e/FENG5M5PHITmaKDRu0v5cd+ueGvago8VycOUM0ejS7rHZta/IUK6ZdPjp3tmb/AACusngxW9kWKiQ7EUDC9e4tXkDUrIm70AB0oI0ZwFnQQegSqLyDc/Gifgfh7t2yEzoDP7T/3r3q8j172OXJksnNCQ4zYwZbwMqWlZ3Ilj75RKwbJ02Sncpl/vc/8SQULqw+1uVQ27aJf3LSpLJTudfjx+L5OHGC6Ouv2WX16lmT58UXta/beva0Zv8AAK6yZAlb2RYoIDsRQMIsWiRePDz7rDqxMgAEhDZmAGdBB6FLoPIOztWr+h2EBw/KTugMyZOzx3XXLnX59u3s8lSp5OYEh5k1iy1gL7wgO5Et9e0r1o0zZ8pO5SK7d4uVaKpURIcOyU5mqt27xXKH7wh5nj4Vz8eRI0Rffskue+sta/JUrqx93TZggDX7BwBwlT/+YCvbvHllJwKIv6NHidKmFe8+275ddjKAsIc2ZgBnQQehS6DyDs7Nm/odhMeOyU7oDKlSscfVew2+eTO7PH16uTnBYebOZQtYyZKyE9nSoEFi3bhwoexULnHjhvZka/PmyU5mugMHxD87XTrZqdzL49G+iWrgQHZZs2bW5KlVS/u6bdgwa/YPAOAqK1eKT1wB2Mm9e0TFi4sXDhMnyk4GYAtoYwZwFnQQugQq7+Dcu6ffQXj2rOyEzsDfqOed23HdOnb5M89IjQlO88svbAErXlx2IlsaMkSsG//4Q3YqF4iJIapTRzz4H38sO5kljh4V/3R8R8jFDxe+f7/4hPG771qTpUED7es2zI8KAGCC1avZyjZHDtmJAILn8RA1by5eNLRqhcmtAYKENmYAZ0EHoUug8g7Ow4f6HYSXLslO6AwZMrDHdeNGdfmaNezy7Nnl5gSH4eeYKFJEdiJbGjFCrBv//lt2Khf44gvxwL/yijoZnAucOiX++fiOkCtFCvZ87N6tzvnnv6xNG2uyvPOO9nUb5kcFADDB2rVsZZs1q+xEAMH7/nvxgqFUKaKoKNnJAGwDbcwAzoIOQpdA5R0crTl1/F83bshO6AyZM2t3LmC0GjDVb7+xBaxgQdmJbGnMGLFuxFQdJluxgihRIvagZ8tGdPGi7GSWOX9eLHf4jpArdWqxHujWjV3WoYM1Wdq21b5umzHDmv0DALjK+vVsZZspk+xEAMHZvFkcAiF9eqKTJ2UnA7AVtDEDOAs6CF0ClXfw+DZY/9f9+7LTOUO2bOxxXbNGXb50Kbs8f365OcFhli1jC1i+fLIT2dKECWLdeOCA7FQOdvo0UcaM7AFPkkRtnHORq1fFcofvCLnSp2fPx+bNRB9+yC7r0sWaLF26aF+3/fKLNfsHAHAVTBwPdnT5sjocLn+xsHSp7GQAtoM2ZgBnQQehS6DyDl7SpIE7CJ88kZ3OGXLmZI/rqlXq8sWL2eWFCsnNCQ6zYgVbwHLnlp3IlqZOFetG3HRrkocPiV58UTzg33wjO5nlbt4UD0PhwrJTudszz7DnY8MGog8+YJf16GFNll69tK/b0OYHAGCCbdvYyjZNGtmJAPRFRxNVqyZeKHz2mexkALaENmYAZ0EHoUug8g5eqlTajUyJEmHOaqPkzs0e2+XL1eW//MIuL15cbk5wmD//ZAtYzpyyE9nS9Oli/Yj5WU3Srp14sJs0ceWX0f374qHAd4Rc/GgAa9cStWrFLuvd25osAwdqX7t5RygAAAAD7dzJVrYpU8pOBKDv00/Fi4TXXlPnmAGAeEMbM4CzoIPQJVB5By9dOu1GpuTJZSdzjnz5tO/wnzOHXV6qlNyc4DB//cUWsGzZZCeyJf5zqihEt2/LTuVAP/5FFpdbAAAgAElEQVQoHugiRYju3pWdTIonT8TDUbq07FTuxo8G8OefRM2by7kx/6uvtK/dNm+2Zv8AAK6yZw9b2SZLJjsRQGCLFokXCLlzE0VGyk4GYFtoYwZwFnQQugQq7+DxQ2Z5X+nSyU7mHAULssf2t9/U5TNmsMvLlpWbExxm3Tq2gGXOLDuRLS1cKNaPjx/LTuUwu3erd6X4H+TUqYkOH5adTBqPRyx3+I6QK08ecTSAJk3YZYMHW5Nl7Fjta7e9e63ZPwCAq+zfz1a2SZLITgSg7cgRdQhcvkN7xw7ZyQBsDW3MAM6CDkKXQOUdvOzZtRuZsmSRncw5ihRhj+3Chery//2PXV6xotyc4DAbN7IFLEMG2YlsackSsU3IhSNemuf6daK8ecUvofnzZSeTjp8j+KWXZCdytwIFxNEAGjRglw0bZk2WyZO1r92OHLFm/wAArnLwoFjh4mIQws29e0TFiolldfJk2ckAbA9tzADOgg5Cl0DlHbxnn9VuZMqVS3Yy5yheXLvde9IkdnnlynJzgsNs3coWsLRpZSeypZUrcRhN8/Qp0RtviF9APXrIThYWUqdmD0uVKrITuVvhwuz5WLyYqE4ddtnIkdZkmTlT+9rt7Flr9g8A4CpHjogVLuZyg3Di8RC9845YTt9/H53ZAAZAGzOAs6CD0CVQeQcvf37tRqYCBWQnc46SJdljO2eOunz8eHZ59epyc4LD7NjBFrBUqWQnsiW+nzVvXtmJHGTwYPHLp3JldQI+oIwZ2UPz6quyE7kbf1P+ggVEr73GLhszxposWkMfKwrR1avW7B8AwFWOHxcrXIw3D+Hku+/EMlq6NFFUlOxkAI6ANmYAZ0EHoUug8g4ef0e891W0qOxkzvHCC+yx/flndfmYMezyWrXk5gSH2b2bLWDJk8tOZEvR0ezQgp99JjuRQyxfTpQoEVtGs2UjunRJdrKwkTUre3hq15adyN34m33mzSOqWpVdNmGCNVn++EP72u3uXWv2DwDgKqdOiRXugweyUwGoNm0iiohgy2f69EQnT8pOBuAYaGMGcBZ0ELoEKu/g8cNf+t9wBsYoW5Y9ttOnq8tHjWKX16kjNSY4zb59bAGLiJCdyLauXycaO1btEMAoPQY4fVp8PC5JEqING2QnCyv8EOD16slO5G5lyrDnY9YsokqV2GVTpliTZe1a7Wu36Ghr9g8A4Cpnz4oV7r17slMBEF2+TJQjh1g+ly2TnQzAUdDGDOAs6CB0CVTewStdWruRqUIF2cmco0IF9tj+73/q8uHD2eUNGsjNCQ5z4ABbwBIlkp0IQL3jnu9pURSi0aNlJws7/k+uKgpRw4ayE7lbuXLizT78smnTrMnCD32sKERJk1qzbwAA1zl/Xqx0b9+WnQrc7skTcSgDRSEaOFB2MgDHQRszgLOgg9AlUHkHj2/c8r4qV5adzDlefpk9tpMnq8u//JJd3rix3JzgMIcPix/smBjZqcDtPvhALJdvv41HMzUUKSIeJpDnpZfY8/Hjj+JNVrNmWZNl/37xY5QunTX7BgBwnUuXxEr3xg3ZqcDtevUSy2Xt2kRPn8pOBuA4aGMGcBZ0ELoEKu/g8Q1e3lfNmrKTOUeVKuyx/eEHdfnAgezyd96RmxMc5tgx8YP95InsVOBmP/4olsmiRTFxWgD8nHctWshO5G6VK4s3+/DDtM+fb00Wreo9WzZr9g0A4DrXromV7tWrslOBmy1cKJbJPHmIIiNlJwNwJLQxAzgLOghdApV38PjOK+8L8+EZp3p19tiOG6cu79ePXf7uu3JzgsOcPCl+sB8+lJ0K3GrXLqLkydnymDo10b//yk4Wtvj5a1u1kp3I3fjv8gkTiAoVYpf9+qs1Wc6dE6v3fPms2TcAgOvcuCFWupcuyU4FbnXkCFGaNGx5TJaMCO1eAKZBGzOAs6CD0CVQeQevRg3tDsJGjWQnc46aNdljO3asupwfFaRNG7k5wWHOnBE/2Pfvy04FbnT9OlHevGJ5/OUX2cnCGv+E/wcfyE7kbvx3+XfficV62TJrskRGih+nYsWs2TcAgOvcvi1WuufPy04FbnTvnvqFz5fHKVNkJwNwNLQxAzgLOghdApV38GrX1u4gxHCXxuGP8ejR6vLu3dnl7dvLzQkOo/WIyZ07slOB2zx9SvT662JZ7NFDdrKwV7Uqe8g6dZKdyN34Yjx6NFHOnOyyVausyRIVJX6kXnzRmn0DALjOvXtipXv2rOxU4DYeD1GzZmJZbNMGc3kDmAxtzADOgg5Cl0DlHbx69bQ7CDGUmXHq1GGP7ciR6vIuXdjlnTvLzQkOc/Gi+MG+eVN2KnCbzz8Xy2HlypgPMwivvcYetq5dZSdyN/56aeRIoixZ2GVr11qTJSZG+2MFAAAmePBArHRPnZKdCtxm7FixHL7wglo+AcBUaGMGcBZ0ELoEKu/gNWyo3UGIp9mMU78+e2yHD1eXd+zILu/WTW5OcJgrV8QPNiauByv98YdYBrNnx7w9QeJvLsFDl3Lx10vDhxNlyMAu27jRujz8lJ61alm3bwAAV3n8WLyeOX5cdipwk40biSIi2DKYIQM6qgEsgjZmAGdBB6FLoPIO3ttva3cQdukiO5lzNGrEHtshQ9Tlbduyy3v2lJsTHOb6dfGDffmy7FTgFqdOib0nSZJY24Nic3yHVO/eshO5W+PG7Pn48kui1KnZZdu2WZeH/3g1aGDdvgEAXEXrse1//5WdCtzi0iX1Bju+DP7xh+xkAK6BNmYAZ0EHoUug8g5eixbaHYSffCI7mXM0acIe28GD1eWtWrHL+/SRGhOc5tYt8YN94YLsVOAGDx6oQx7x5e/bb2Uns5WmTdnD17+/7ETuxk/7M2gQUbJk7LLdu63Lw89/iLmjAQBMxF/THDwoOxG4wZMnRFWqiOVv0CDZyQBcBW3MAM6CDkKXQOUdPL6Tyvvq1092MufgGxUHDlSXN2/OLv/sM7k5wWHu3hU/2P/9JzsVOJ3HQ9SmjVj2mjZV10HQRoxgD+GiRbITuVvLlmKHLV/MDxywLk/Bguy+27Sxbt8AAK6TJAlb6e7fLzsRuEHPnuLFRu3aRE+fyk4G4CpoYwZwFnQQugQq7+B98IF2B+Hnn8tO5hz8U5rep0D44V29TxYCGCIqSvxgnz4tOxU43ZQpYrkrWlTtsIZ4uX1bvcEkd26ijz5Sp0ACeVq3Zou1VpvdkSPW5Xn+eXbfnTtbt28AANfhHxnfs0d2InC6X34RLzTy5lWnkQAAS6GNGcBZ0EHoEqi8g9epk3YH4fDhspM5x3vvaQ8lys8vNXSo3JzgMI8eiR/sEydkpwIn27lTbEBLkwbz9IAj8PMGd+kiVrEnT1qXp3x5dt+9elm3bwAA10mZkq100cYAZvr3X3Gi42TJiHbtkp0MwJXQxgzgLOggdAlU3sHr2lW7g/Cbb2Qnc4733xefOiAiqlePXT5ihNSY4DTR0eIH++hR2anAqSIjifLkEcvcggWykwEYokMHtmjzHYaKxaM4V6vG7ts7fDkAAJggTRq20t22TXYicKq7d9XRN/iLjKlTZScDcC20MQM4CzoIXQKVd/B69NDuIBw3TnYy52jXjj223bury2vXZpePHi03JziMxyN+sA8dkp0KnOjpU7FC878bAsABOndmizc/j7CiEF26ZF2eOnXYfX/1lXX7BgBwnQwZ2Ep30ybZicCJPB513m7+AqNtW8zlDSAR2pgBnAUdhC6Byjt4vXtrdxBOmSI7mXN07Mge248+UpfXqMEu//57uTnBgRInZgvZP//ITgRONHCg+CVSpQrRkyeykwEY5qOP2CLODxOuKOqDtFb5+mt231u2WLdvAADXeeYZttJdv152InCib78VLy7KlCF68EB2MgBXQxszgLOgg9AlUHkHr39/7Q7C6dNlJ3MO/qmDzp3V5VWqsMt/+EFuTnCgpEnZQrZ3r+xE4DTLlolfINmzW/soFYAF+BEXtB6avX3bujwPHhB98glR1apEEyfiwQIAAFNlzcpW+GvXyk4ETrNhA1GSJGw5y5iR6PRp2ckAXA9tzADOgg5Cl0DlHbzPP9fuIJw7V3Yy5+CfOujYUV1eqRKmFQCTpUjBFjJMbA9GOnlSHHIrIgLDboEjffqp+JAsf+2EG/wBABwqRw62wl+9WnYicJJLl9Qb7PzLWKJERMuXy04GAIQ2ZgCnQQehS6DyDt7QododhIsWyU7mHN27s8e2XTt1efny7PJp0+TmBAdKnZotZNu3y04EThEVRVS6tPjlMXas7GQApujXjy3q5cqJxT86WnZKAAAwxbPPshX+ypWyE4FTPHlC9Mor4kXF55/LTgYA/88JbcxRUVE0cuRIKleuHGXMmJFSpUpFRYoUoZ49e9LZs2cN3dfBgwepY8eOVKBAAUqRIgVlzpyZKleuTJMmTaLoePzDtGLFCmrUqBHlypWLkiVLRrly5aJGjRrRihUrgt5GdHQ0TZo0iSpXrkyZM2emFClSUIECBahjx4506NChoLcTGRlJgwYNopIlS1LatGkpbdq0VLJkSRo0aBBdv35d93fPnDnjKz9xvd5///2g8sydO5dq1apF2bJlo+TJk1OePHno3Xffpa1btwb9N7kZOghdwgmVt1X4OWy8r2XLZCdzjp492WPrre9feIFdPmuW1JjgROnSYZIqMJ7Ho1Zk/BfHO+9gnENwrAED2OJeooT4EUDxBwBwqLx52Qr/jz9kJwKn4McwVxSiN94gevpUdjIA+H92b2M+ceIEFSpUKGCnVLp06WiZQY3AU6dOpWTJkgXcV4UKFSgyjonbY2JiqF27drodae3bt6eYmBjd7URGRlL58uUDbiN58uT0448/xvk3bd++nbJnzx5wOzly5KAdO3YE/H0jOwgfPHhAdevWDfj7iRMnpi+++CLOv8nt0EHoEnavvK00erR2ByFGTTFOnz7ssX3vPXX588+zy+fNk5sTHChTJraQbdggOxE4weTJ4pdGsWJE9+7JTgZgmsGD2SJfsCD7c9KkshMCAIBp+Er/999lJwInmD9fvKbOm5cojqdRAMBadm5jvnv3LhUuXNiXv0OHDrR27VraunUrDR8+nNKkSUOKolCqVKlo3759Ie1r+fLllDhxYlIUhbJly0bjxo2jHTt20MqVK6lx48a+DJUrV6anOjdB9OvXz/feMmXK0Lx582jnzp00b948KlOmjG9d//79A27j6dOnVLlyZd97GzduTCtXrqQdO3bQuHHjKGvWrL4ONb0nEs+dO0dZsmQhRVEoIiKC+vTpQxs3bqSNGzdSnz59KCIighRFoaxZs9L58+c1t+HfQThs2DA6ePBgwNeFCxd0j3Hz5s1923r11Vfp999/p507d9JPP/1EBQsW9K2bMmWK7nbcDh2ELmHnyttq332n3UG4fr3sZM7Rvz97bFu0UJcXKYJhXcFkWbKwhezvv2UnArvbsYMoWTK2XKVJQ3TkiOxkAKbih2TPmZP9OVUq2QkBAMA0hQuzlf6vv8pOBHZ3+LA4HUTy5ES7d8tOBgAcO7cxDxo0yJd91KhRwvotW7b4OrmqVauW4P08efKEChQoQN4nEk+ePCm8p0uXLr4s06dP19zOsWPHfHnKlStHD7hJ3qOioqhcuXK+DrsTJ05obuenn37y7atLly7C+hMnTlC6dOlIURR67rnnAg592qpVK992FixYIKz/5Zdf4nz6z7+DMNDfHYy1a9f6tlO/fn2hkzUyMpLy5MlDiqJQhgwZ6ObNmwnel9Ohg9Al7Fx5W+2HH7Q7CLdtk53MOQYOZI9ts2bqctyICqbjJ7tfs0Z2IrCzyEii3LnFL4yFC2UnAzAdPyR7xozsz+nTy04IAACmKVaMrfQ1GgkBgnbnjni3sKIQBTHUHQBYz65tzE+ePKH06dOToihUrFixgENydurUKeS/z7+j7Ouvv9Z8T1RUFGXMmJEURaHixYtrvqdz586+7WwL0DC9bds23c4/IqJixYqRoiiUKVMmioqK0nzP119/rdv5d/nyZd8Tka+//rrmNoiIXn/9dd/TiJcvXxbWG9VBWKdOHV/HaKCnFefNm6fbIQwqdBC6hF0rbxmmTtXuINyzR3Yy5+CHJWvSRF2eJw+7fPlyqTHBiXLlYgvZqlWyE4FdPX1K9Npr4pdFr16ykwFYYtQo8SZ//5+zZJGdEAAATIO5IcAoHo/aIMBfU3/wgexkABCAXduY//zzT1/uESNGBHyff4eb3rCdelq0aOHbhlYnmZd/Z+SxY8eYdR6Ph3LmzEmKolDRokV191ekSBFSFIVy5cpFHm4i+GPHjvn28eGHHwbcxuXLl33va+Ed6s3PlClTfOvnz58fcDv+nXJaQ3sa0UF49+5d39yOb7zxRsD3PX782PdkZKVKlRK0LzdAB6FL2LXylmHaNO0OwkOHZCdzjiFD2GPbqJG6nB+e7M8/5eYEB0IvNBhlwADxi6JaNaIAQ3EAOM2YMdrXS95XzpyyEwIAgGlKl2Yr/dmzZScCuxo9WryIePFFoocPZScDgADs2sbsP7xooKfxiIiio6MpVapUpCgKVa1aNUH7yp07NymKQkWKFNF939y5c32Zpk2bxqw7deqUb12nTp10t9OxY0ffe0+fPs2s8x9edF4cN/R452fMkyePsM5/eFG9Ts9Lly753te6dWthvREdhP7DiwZ6QtOrdu3avicNnzx5kqD9OR06CF3CrpW3DLNmaTd0BRjGGRJg+HD22L75proc08OB6fLnZwvZ0qWyE4EdLV0qfknkyEGkc5EM4DTjxul3EObNKzshAACY5sUX2Up/5kzZicCO1q8nSpJEHLOca9wGgPBi1zbmJk2a+HLfunVL972lSpUiRVEoSwKGRbl3755vPw0bNtR97969e33v7d27N7Nu2bJlvnVjx47V3c6YMWN8713O3Qjfq1cv37p9+/bpbqdBgwakKAolSpSI7t+/z6wrW7YsKYpC6YOYS8L71F758uWFdf4dhC+++CIVLFiQkidPTunSpaPixYtTp06daE8cw/iNHz/et43ffvtN970ff/yx772HDx+OM7sboYPQJexaecswf752Q9d//8lO5hwjR7LHtk4ddTk/f9HGjXJzggMVKsQWssWLZScCuzlxQp1czb8cRUQQbd4sOxmApSZO1O8gfO452QkBAMA0FSqwlf5PP8lOBHZz8SJRtmxsOUqUiGjFCtnJACAO/m3My5Yto/Pnz+u+wkXFihVJURRKnTp1nO+tV6+e72989OhRvPZz5MgR3+927dpV972RkZG+9zZv3pxZN2nSJN+6hQsX6m5n4cKFvvdOnjyZWffOO+/41kVGRupup2vXrr73Hj16lFmXLVs2UhSFSpQoobsNIqISJUqQoiiUPXt2YZ1/B6Heq1OnTgGPfd++fX3v27Vrl26Wb775xvfeVZhmSBM6CF0CHYTBW7RIu6HryhXZyZyDH0Wkdm11eZo07HKdJ/4BEqZoUbaQxXGRBcCIiiIqVUr8gvjuO9nJACw3ZYp+B2GxYrITAgCAaSpVYiv9qVNlJwI7efKE6JVXxIuHwYNlJwOAIPi3MQfzChfFixcnRVEoW7Zscb63WbNmvvzXr1+P1378j0/fvn113/vgwQPfe9/0Dq/2/0aNGuVbt3LlSt3trFixwvfe0aNHM+vq1q3rW/cwjuGb+/Tp43vv7t27mXXeYVcrVqyouw0iogoVKpCiKJQmTRph3ZkzZyhDhgzUtm1bmjlzJm3dupX27t1Ly5cvp+7du1OaNGl8GVq2bKm5/S5duvjec+TIEd0sEydO9L130aJFcWZ3o/D5lIKp0EEYvCVLtBu6bt6Uncw5xo5lj23NmuryFCnY5XHcBAIQfyVKsIVMZ2JlAIbHQ9S6tfjl0Ly5ug7AZX76Sb+DsFQp2QkBAMA0lSuzlf6kSbITgZ107y5eONSpQxQTIzsZAATBrh2EBQoUIEVRKHfu3HG+13++vfg+Bblx40bf7w4aNEj3vTExMb731vQ2jv6/IUOG+NatXbtWdzv+c/INHTqUWVejRg3fupg46ln/eRo3bdrErEucODEpikJVqlTR3QYRUZUqVUhRFEqSJImw7vHjxxQVFRXwd48fP0558uTx5ViyZInwng8++MC3/tSpU7pZ/OdgnDVrVpzZ3Sh8PqVgKnQQBm/FCu2GLp26C+KJn7eoenV1OT/9wP79cnOCA/FPf82ZIzsR2MWkSeIXQ/HiRPfuyU4GIMXMmfodhOXKyU4IAACmqVaNrfQnTJCdCOxi3jzxoiFfPqIbN2QnA4AgmT3EaHw6HwO9pk+fLmwXTxCGxxOEwfDvZH3ttdeE9XiC0FjoIHQJdBAGb/Vq7Yaup09lJ3OOH35gj22VKuoDOPwxP3RIdlJwnDJl2EL288+yE4EdbN9OlDQpW3bSpiXixuQHcJPZs/U7CCtVkp0QAABMU6MGW+l//73sRGAHhw4RpU7Nlp3kyYn27JGdDADiwew2ZrM6CDEHYXjMQRgsb4duihQphCcfMQehsdBB6BLoIAzeunViI1fixLJTOcvkyWIj4pMn/8fevcfZVPb/H18zxjHGcdA4pHEmIkOKUJJIKOWmk7uc6a67k0PRuUhFcZcQqrsQFTWNQ6UTOeRGojROCREjp2bGaWZ/fn/sX/s711x775nN3nOtvdbr+XjMH6w1137Pnmt/1trXZ/Za+vOelmY6KRwnOVmdZH5OGgHFoUMi1avrBYq/PIPLzZsXvEHYrp3phACAiOnUSS36EyeaTgS7O35cpF49/YThzTdNJwMQokivMW/duvW8v44dO6aN26tXL1/uo0ePBs3QtGlTsSxLEhISQs5/4sQJ3+P06NEj6L4bNmzw7fvII48o21JSUnzbJk2aFHSciRMn+vZNTU1Vtj300EO+bRs3bgw6Tvfu3cWyLImJiZGMjAxlW4sWLcSyLClbtmzQMURE4uPjxbIsadmyZb77BnLLLbf4ch86dEjZNmXKFN+2hQsXBh3nvvvu8+37008/nXMeJ6NB6BI0CAtu5Ur9nLVkSdOpnOXNN9Xnt1Urkaws/XnP5zLSQOhat1Yn2YwZphPBzrKzRa69Vi9ODz9sOhlg3AcfBG8Q5rmFBgDASbp0UYv+hAmmE8HOPB6Rm2/WTxb69zedDMA5iNY15tz311u9enXA/c6ePSsXXHCBWJYl7c7xrx5r1KghlmVJ/fr1g+43Z84cX6ZZs2Yp23bu3OnbNnjw4KDjDBo0yLfvrl27lG2578E3d+7coOPUq1dPLMuSmjVratty35fxwIEDAcfYv3+/b7+77ror6OMFc+uttwZsEOa+5+K4ceOCjnPdddeJZVkSFxcnZ86cOec8TkaD0CWitXibsGaNft5agD+OQAhmz1af3xYtvH9QmPd537PHdFI4Tps26iTLc+kFQPHoo3ph6tBB5OxZ08kA4xYtCt4gvP560wkBABHTrZta9PNZnIPLvfiifqLQooVIPvfCAmBP0brGvGzZMl/u8ePHB9xv9erVvv1Gjx59To/Vt2/fAjXTBg8e7NsvLc9l1DwejyQmJoplWdKgQYOgj9egQQOxLEuqVasmHo9H2ZaWluZ7jCFDhgQc48CBA779+vbtq22fNm2ab/u8efMCjjN37lzfftOmTQuaO5i/L1NavHhx7RKjJ06ckGLFiollWXJ9kDeep0+f9n2a8QrugREQDUKXiNbibcL69fq5a+XKplM5yzvvqM9vs2bee5Lnfd737zedFI7Trp06yV57zXQi2NXHH+tFKTFR5I8/TCcDbCElJXiD8MYbTScEAERMjx5q0X/2WdOJYFdffy1SpIg6XypUEPn1V9PJAJyjaF1jPn36tJQtW1Ysy5KGDRtqjbS/5W7anevP9/777+f7CbfMzEwpX768WJYljRo18rvP0KFD8/3UY+6G5rBhw/zu07BhQ7EsSypUqCCZmZl+9xk3bpxvnPnz52vbDxw4ILGxsWJZlnTu3NnvGCIinTt3FsuyJDY2NmhzNJiVK1f6snQMcGmaLl26+D4ZuHfvXr/75G5WTuBqBwHRIHSJaC3eJmzapC9y1ahhOpWzvPee+vw2aeJdc8/7vOdz71wgdFdfrU6yyZNNJ4Idbd/u/eh47rkSFyfy3XemkwG2sWRJ8AbhzTebTggAiJi8l4t86inTiWBHv/8uUqWKOldiYrwnEQCiVjSvMee+zKi/htGqVaskLi5OLMuS9u3bBxzn7zEuuugiv9vPnDkjSUlJYlmWxMfHy44dO7R9hg0b5htn9uzZfsdJS0uTIkWKiGVZkpycLFlZWcr2rKwsSU5O9jXKtm3b5nec3JcZHT58uLZ9x44dvk/a1alTR84GuGpS7suMLliwQNs+f/583/Z+/fr5HWPhwoUBm7MiItu3b5eaNWv6xvnwww/97pf7MqPdu3eX7OxsZXt6erpvnHLlysmRI0cCPqbb0SB0iWgu3oXt55/1Ra7atU2ncpZ589Tnt1EjkX379Oc9n3sGA6HLez+5fG70DBfKzBRp2lQvSK++ajoZYCuffx68Qdinj+mEAICIufVWteg//rjpRLCb06dFrrxSP0F48knTyQCcp2heYz5x4oTvPnuWZcmgQYPkyy+/lNWrV8vzzz8vpUuXFsuypGTJkrJx48aA4+TXIBQRSU1N9X3irkqVKjJlyhRZu3atLF26VHr16uUbo23btlpzK7dRo0b59m3evLnMmzdP1q1bJ/PmzZPmzZv7tgW7HGp2dra0adPGt2+vXr1k6dKlsnbtWpkyZYpUrlzZ96m/xYsXBxxnz549kpCQ4GtIjhw5UlasWCErVqyQkSNH+pqrCQkJAT/V93cTcsSIEfLBBx/ImjVrZOPGjbJ48WK5//77fb8Dy7Kkd+/eAbOIiPTp08e379VXXy0ff/yxrFu3TmbNmiW1a9f2bTufS526AQ1Clzf7OhcAACAASURBVIjm4l3Ytm/Xz2EDfNIb52jBAvX5rV/fe4WRvM97RobppHCczp3VSfbSS6YTwU48HpE779SLUd++3m0AfL76KniD8M47TScEAERMnz5q0X/sMdOJYDf33aefHHTpIpLnPlIAok+0rzFv375d6tat6/sZ8n7Fx8dLSkpK0DEK0iAUEZk+fbrvXnn+vlq1aiXp+Vw+LScnR+65556AY1iWJf3799fu05dXenq6tGzZMuAYxYsXlxkzZgQdQ0RkzZo1UrVq1YDjVK1aVdasWRPw+4P9HLm/hg4dKqdOnQqaJSsrS7p27RpwjNjYWHniiSfy/ZncjgahS0R78S5M/hpVzZqZTuUsCxfqn9D015jN5zgAhK5rV3WSvfCC6USwk9df1wtR48Yif/1lOhlgO99+G7xBeM89phMCACLm9tvVoj9qlOlEsJM5c/QTg1q1RP7803QyAGHghDXmjIwMeeGFFyQ5OVnKlSsnpUqVkvr168sDDzwgu3fvzvf7C9ogFBHZvHmzDBw4UJKSkqREiRJSsWJFadu2rUydOjXgpTz9SU1NlR49ekhiYqIUK1ZMEhMTpUePHkE/8ZfX2bNn5fXXX5e2bdtKxYoVpUSJEpKUlCQDBw6ULVu2FHic9PR0GTNmjFxyySVSunRpKV26tDRp0kTGjBkjhw8fDvq9n3zyiYwePVquueYaqV27tpQtW1bi4uKkQoUKkpycLA888IBs3ry5wFlERN577z3p1KmTVK5cWYoVKyY1atSQ2267TVatWhXSOG5Fg9AlnFC8C4u/S11efrnpVM7yySf6ewV/l3YN8gl74Nx0765OsueeM50IdrFmjUjRour8KFNGJC3NdDLAllatCt4gHDzYdEIAQMT066cW/YcfNp0IdrFli0ipUur8KF5cZP1608kAhAlrzICz0CB0CYp3wR08qC9ytWtnOpWzpKaqz2+NGiI//qj+X0yM6ZRwpJtuUifa00+bTgQ7OHRIpHp1vfgHuBk2AJHvvw/eILz3XtMJAQARc889atF/4AHTiWAHx4+L1KunnxTMnGk6GYAwYo0ZcBYahC5B8S64P//Uz2evvdZ0KmdZulR9fhMTvX9QmPv/ihY1nRKOdMst6kTjWuTIzhbp2FEv/I88YjoZYGsbNgRvELJWDAAONnCgWvTvu890Ipjm8YjcfLN+QjBggOlkAMKMNWbAWWgQugTFu+BOnNDPaW+4wXQqZ/n8c/X5rVJFZO1a9f9KlTKdEo70j3+oE23MGNOJYNro0XrR79BBJIR7AQButGlT8AbhyJGmEwIAImbIELXoDx9uOhFMmzBBPxlo0ULk5EnTyQCEGWvMgLPQIHQJinfBnTypn9fedJPpVM7y5Zfq81upksjKler/xcebTglHuu02daKNHm06EUxatEgv+ImJIn/8YToZYHs//RS8QcjfXwCAgw0frhb9IUNMJ4JJX34pEhurzokKFUR27zadDEAEsMYMOAsNQpegeBfc2bP6IlefPqZTOcu336rPb7lyIl9/rf5fxYqmU8KR7rxTnWgjRphOBFO2bfP+JULu+RAXJ/Ldd6aTAVEhLS14g/Cpp0wnBABEzH33qUV/4EDTiWDKvn0ilSur8yEmxntfEQCOxBoz4Cw0CF2C4l1wHo++yHXXXaZTOct336nPb5ky/i87CoTd3XerE+3BB00nggkZGSJNmujFfvJk08mAqLFjR/AG4fPPm04IAIiYBx9Ui/7dd5tOBBNOnxa54gr+SghwGdaYAWehQegSFO/QFC3KH0RG0po1+v0GlyxR/696ddMp4UgDBqgT7f77TSdCYfN4RO64Q1/IuO027zYABbJ7d/AG4Ysvmk4IAIiYRx7hL2oh8q9/6ScAXbuK5OSYTgYgglhjBpyFBqFLULxDU7Kkeo57772mEznLunXq81u8uMgnn6j/V6uW6ZRwpMGDeXG73Wuv6QsZl1zi/VQhgALbty94g/CVV0wnBABEzKhRatG//XbTiVDY3ntPP/hffLHIkSOmkwGIMNaYAWehQegSFO/Q5L0tFVchDK8NG/Tbfn30kfp/deuaTglHGjZMnWhDh5pOhMK0erX+EfH4eO/N1ACE5I8/gjcIX3/ddEIAQMQ89pha9Pv0MZ0IhWnzZu9lgHLPgRIlvG/0ATgea8yAs9AgdAmKd2gqVFDPdUePNp3IWTZtUp/fmBiR+fPV/2vY0HRKOFLey+AMGmQ6EQrLwYMi1arpXYyPPjKdDIhK6enBG4QzZphOCACImMcfV4v+rbeaToTCcuyY96958x74Z80ynQxAIWGNGXAWGoQuQfEOTZUq6rnuE0+YTuQsP/2kv5949131302bmk4JR/r3v9WJ1r+/6UQoDGfPilxzjV54Ro40nQyIWkePBm8QvvWW6YQAgIh56im16N98s+lEKAwej8hNN+kHff7oEnAV1pgBZ6FB6BIU79BUr66e7z7/vOlEzvLLL/p7ijffVP992WWmU8KRHn5YnWj9+plOhMKQ9z45liVy9dXexiGAc/LXX8EbhO+9ZzohACBinntOLfrdu5tOhMLwwgv6AT85WeTkSdPJABQi1pgBZ6FB6BIU79DUqqWe8778sulEzrJ9u/6+4rXX1H9ffrnplHCkkSPViXbHHaYTIdIWLtQLTrVq3kuOAjhnJ08GbxDOn286IQAgYsaPV4v+DTeYToRIW75cJDZW/b1XqCCye7fpZAAKGWvMgLPQIHQJindo8l5Sf8oU04mcZdcufSHx5ZfVf7dpYzolHOnRR9WJ1rev6USIpG3bROLj1d950aIiq1aZTgZEvTNngjcIFy40nRAAEDEvvqgW/euvN50IkbR3r0hCgvo7j4kRWbbMdDIABrDGDDgLDUKXoHiHplEj9dx3+nTTiZzlt9/0hcTnn1f/3aGD6ZRwpLFj1YnWu7fpRIiUjAyRSy7Ri81//mM6GeAIOTnBG4Sffmo6IQAgYiZOVIt+p06mEyFSTp8Wad1aP9A/84zpZAAMYY0ZcBYahC5B8Q7NpZeq575vvWU6kbPs26e/v3j8cfXf115rOiUc6ckn1YnWq5fpRIgEj0fk9tv1QnP77d5tAMIi75XGcn999pnpdACAiHn1VbXoX3ON6USIlHvv1Q/y3bp5/1IIgCuxxgw4Cw3CfBw8eFBSUlJk7Nixcv3110vFihV9RbBfv34hj7d48WLp2bOnVKtWTYoVKybVqlWTnj17yuLFi8MfPheKd2gGDlTPf7duNZ3IWQ4c0N9jjBih/rtLF9Mp4UjPPKNOtJ49TSdCJPznP3qRueQS76cKAYRNsWKBG4RffWU6HQAgYvKea7VvbzoRIuHdd/UDfFKSyJEjppMBMIg1ZsBZaBDm4++C5+8rlAZhTk6O9O/fP+h4AwYMkJwI/RUWxTs0+/d7/yiufn3uPxgJ6en6+4z77lP/feONplPCkcaN0//6Fc6yapX3PoO5f8/x8d77EQIIq5IlAzcIV640nQ4AEDFvvKEWfW4g7zw//qgf6EuUENm40XQyAIaxxgw4Cw3CfORu4NWsWVOuu+66c2oQjho1yvd9zZs3l7lz58r3338vc+fOlebNm/u2jR49OiI/B8UbdnLkiL6QOHiw+u+bbzadEo40YQIfVXWygwdFqlXTC8yiRaaTAY5UpkzgBuHatabTAQAiZsYMtei3bm06EcLp2DGROnX0gzv3XgEgrDEDTkODMB+PP/64pKSkyB9//CEiIr/++mvIDcK0tDSJi4sTy7IkOTlZsrKylO2ZmZmSnJwslmVJXFycbN++Pdw/BsUbtnL8uP5eo18/9d+9e5tOCUd6+WV1ol13nelECJezZ0WuvlovLqNGmU4GOFb58oEbhBs2mE4HAIiYWbPUot+ypelECBePx3sbBn9/0QsAwhoz4DQ0CEN0Lg3CoUOH+r5n9erVfvdZvXq1b59hw4aFMbEXxRt2kpGhv9/o00f99+23m04JR3rlFXWidexoOhHCZeRIvbBcc423cQggIipVCtwg3LzZdDoAQMS8/bZa9C+7zHQihMv48fpBvWVLkVOnTCcDYBOsMQPOQoMwRKE2CD0ejyQmJoplWdKgQYOg+9avX18sy5Jq1aqJx+MJU2Ivijfs5ORJ/T1H3j9SDOEKvkDBTZmiTrQOHUwnQjgsXKgXlWrVvJccBRAxVasGbhCmpZlOBwCImHffVYv+pZeaToRwWL5cJDZW/d1WrCjy22+mkwGwEdaYAWehQRiiUBuEO3fu9O0/OJ9LMgwaNMi3765du8KU2IviDTs5c0ZfSLz+evXfAwaYTglHev11daJddZXpRDhfaWki8fHq77VoUZEAn9gHED7VqwduEIb5VBYAYCdz56pF/5JLTCfC+dq7VyQhQf29xsSIfPaZ6WQAbIY1ZsBZaBCGKNQGYUpKim//SZMmBd134sSJvn1TU1PDlNiL4g07ycnRFxI7dFD/PWSI6ZRwpOnT1Yl2xRWmE+F8ZGR4F6TyFpTXXjOdDHCFWrUCNwj37jWdDgAQMQsWqEU/n6slweZOnxZp3Vo/mD/7rOlkAGyINWbAWWgQhijUBuHUqVN9+y9YsCDovgsWLPDt+8Ybb4SUa+/evUG/cjcqKd6wg5gYvU+T+9//+pfphHCkmTPVidaqlelEOFcej8htt+kLGXfc4d0GIOJq1w7cIPzjD9PpAAAR89FHatGvW9d0IpyP4cP1A/mNN3r/shcA8qBBCDgLDcIQhdognDBhgm//JUuWBN138eLFvn1feumlkHL9/X0F+aJ4ww7i4tT3H82bq/9+4AHTCeFIb72lTrQWLUwnwrnKez9JyxJp2lQkM9N0MsA16tcP3CD880/T6QAAEfPxx2rRT0oynQjnKu/9JC3L+xdAR4+aTgbApmgQAs5CgzBEoTYIn376ad/+y5cvD7rv8uXLffs+88wzIeWiQYhoU7y4+h6kUSP13yNGmE4IR/rvf9WJ1qyZ6UQ4F999p/+VQdmyItu3m04GuErjxoEbhCdOmE4HAIiYTz9Vi/5FF5lOhHOxaZNIyZLq77JkSZEffjCdDICN0SAEnIUGYYjs+glCLjGKaFOqlP5Hp7n//eijphPCkebMUSdakyamEyFUf/whkpiodyMWLTKdDHCdSy8N3CA8dcp0OgBAxCxZohb96tVNJ0Kojh4VqVNHP4C//bbpZABsjgYh4Cw0CENk13sQ5ofiDbspU0Z9H5J3vf+JJ0wnhCO9/77+0VVEj7NnRTp00BcyRo82nQxwpcsuC9wg5LZFAOBgn32mFv0LLzSdCKHIyRHp0UM/eA8ZYjoZgCjAGjPgLDQIQxRqgzD3J/cmTZoUdN+JEyf69k1NTQ1TYi+KN+ymfHn1vUiFCuq/Q7zKLlAwH36oTrR69UwnQihGjNAXMq69ViQ723QywJVatfLfHIyNNZ0MABBRX36pFv6EBNOJEIpx4/SDd6tWfPwfQIGwxgw4Cw3CEIXaINy5c6dv/8GDBwfdd9CgQb59d+3aFabEXhRv2E2lSur7kQsuUP89bpzphHCkRYvUiVa7tulEKKi8zV3LEqlRQ+TQIdPJANe68kr/DcLixU0nAwBE1Dff6H/tiejwxRfev+TJ/furVElkzx7TyQBECdaYAWehQRiiUBuEHo9HEhMTxbIsadCgQdB9GzRoIJZlSbVq1cTj8YQpsRfFG3ZTpYr6nqRIEfXfId6GEyiYlBR1otWqZToRCuKXX/TrEhctKrJmjelkgKu1a+e/QVi6tOlkAICIWrlSLfxly5pOhILYs0f/S93YWJHPPzedDEAUYY0ZcBYahCEKtUEoIjJ06FDf96xevdrvPqtXr/btM2zYsDAm9qJ4w27y3nMw79crr5hOCEdavFj/BBrs7a+/RBo31ovE66+bTga43tVX+z+Gly9vOhkAIKJWr+YvQ6LNqVMil1+uH7Sfe850MgBRhjVmwFloEIboXBqEaWlpUqRIEbEsS5KTkyUrK0vZnpWVJcnJyWJZlsTFxcm2bdvCnpviDbupUSN4g/C110wnhCMtW6ZOtMRE04kQjMcj0qePXiDuusu7DYBRnTr5P4ZXrmw6GQAgor7/Xi38JUuaToT8DB2qH7C7dxfJyTGdDECUYY0ZcBYahPlYsWKFzJ492/f14osv+opgmzZtlG2zZ88OOM6oUaN839e8eXOZN2+erFu3TubNmyfNmzf3bRs9enREfg6KN+ymVq3gDcJp00wnhCN98YU60apUMZ0Iwbz6ql4cmjYVycw0nQyAiHTp4v8YXr266WQAgIhav14t/MWKmU6EYN55Rz9Y164tcvSo6WQAohBrzICz0CDMR79+/XxFryBfgeTk5Mg999wT9Hv79+8vORH66y2KN+ymTp3gDcJZs0wnhCN9/bU60SpVMp0IgaxcKRIXp9/fZscO08kA/H/duvk/hl98selkAICI2rRJv6E87OmHH7yf8Mz7ic9Nm0wnAxClWGMGnIUGYT7C1SD8W2pqqvTo0UMSExOlWLFikpiYKD169JDFixdH9OegeMNu6tcP3iB85x3TCeFIK1aoE61cOdOJ4M+BAyIXXqgXhk8+MZ0MQC49e/o/hterZzoZACCitmzRiz+Xf7efo0e9nxTkzTaAMGKNGXAWGoQuQfGG3TRqFLxBOHeu6YRwpFWr1IlWpozpRMjr7FmR9u31ovDYY6aTAcjjllv8H8MbNzadDAAQUVu36sU/O9t0KuSWkyNy443672nYMNPJAEQ51pgBZ6FB6BIUb9hNkybBG4QLFphOCEdau1adaKVKmU6EvB5+WC8InTqx6ATYUJ8+/o/hzZqZTgYAiKht2/Tif/q06VTI7bnn9N/R5ZeLnDplOhmAKMcaM+AsNAhdguINu2nWLHiDcNEi0wnhSP/7nzrRihc3nQi5ffCBXgxq1BBJTzedDIAft9/u/xjesqXpZACAiNq5Uy/+WVmmU+Fvn30mEhOj33t9zx7TyQA4AGvMgLPQIHQJijfspkWL4A3CTz81nRCOtHGjOtHi4kwnwt+2bhUpXVr9/RQr5v3UJwBb6tfP/zG8TRvTyQAAEbV7t178//rLdCqIiPz2m0jFiurvJjZW5IsvTCcD4BCsMQPOQoPQJSjesJvLLw/eIFy2zHRCONLmzepEi4kxnQgi3gWlhg31QjB1qulkAILo39//MbxDB9PJAAARtW+fXvyPHTOdCqdOeT/Gn/d38/zzppMBcBDWmAFnoUHoEhRv2M2VVwZvEC5fbjohHOnnn/XJlpNjOpW7eTwi//iH/nvp18+7DYBtDR7s/xjeqZPpZACAiDpwQC/+hw+bToUhQ/TfS48enFMDCCvWmAFnoUHoEhRv2M1VVwVvEH77remEcKS0NH2ynTljOpW7vfKK/ju59FKRzEzTyQDkY9gw/8fwrl1NJwMARNShQ3rxP3jQdCp3e+st/XdSpw6f7AQQdqwxA85Cg9AlKN6wmw4dgjcIV60ynRCOtGOHPtlOnjSdyr1WrPDeBzL376NsWe/vCYDt3Xef/2N4jx6mkwEAIurPP/Xiv3+/6VTutXGjSIkS6u+jZEmRTZtMJwPgQKwxA85Cg9AlKN6wm44dgzcI160znRCO9Ouv+mTLyDCdyp0OHBC58EL995GSYjoZgAJ68EH/x/BbbjGdDAAQUceO6cV/717TqdzpyBGRpCT99/Hf/5pOBsChWGMGnIUGoUtQvGE3110XvEG4caPphHCkPXv0yXb8uOlU7nPmjEi7dvrv4rHHTCcDEIIRI/wfw2+7zXQyAEBE/fWXXvx37zadyn1yckS6ddN/F8OGmU4GwMFYYwachQahS1C8YTdduwZvEG7ZYjohHOn33/XJduSI6VTu89BD+u+hUyeR7GzTyQCEYPRo/8fwfv1MJwMARFRWll78d+40ncp9nn1W/z20bi1y+rTpZAAcjDVmwFloELoExRt2c+ONwRuEv/xiOiEc6eBBfbIdOmQ6lbssWKD/DmrWFElPN50MQIjGjvV/DB8wwHQyAEBEnTmjF/+0NNOp3GXZMpGYGPV3kJDApV4BRBxrzICz0CB0CYo37KZnz+ANQv4AFRFx+LA+2Q4cMJ3KPX7+WaR0afX5L1ZMhOMSEJWeesr/MXzoUNPJAAARlZOjF/+ffzadyj127xapWFF9/mNjRZYvN50MgAuwxgw4Cw1Cl6B4w2569QreIPztN9MJ4UhHj+qTbd8+06nc4a+/RBo21J//N94wnQzAOfJ3ZTPLErnvPtPJAAARl7f4b95sOpE7nDol0rKl/vyPG2c6GQCXYI0ZcBYahC5B8Ybd9O4dvEG4f7/phHCkEyfoRpvg8fh/0ffr590GICqNH+//GP7QQ6aTAQAirkgRtfj/8IPpRO4weLB+4O3Rg3NqAIWGNWbAWWgQugTFG3bTt2/wBiG3hUNEZGbqk23XLtOpnG/SJP15b9ZMJCvLdDIA5+Gll/wfw0eNMp0MABBxxYqpxX/9etOJnO+tt/SDbp06IseOmU4GwEVYYwachQahS1C8YTd33hm8QXj0qOmEcKRTp/TJtn276VTOtmKFSFyc+pyXK8eNRgEHeOUV/8fwxx83nQwAEHElS6rFn3WGyNq4UaRECfU5L1lS5McfTScD4DKsMQPOQoPQJSjesJt//jN4g/Cvv0wnhCNlZ+uTbetW06mca/9+kapV9ec8JcV0MgBhMGWK/2P4M8+YTgYAiLgyZdTiv2qV6UTOdeSIyMUX6wfcd981nQyAC7HGDDgLDUKXoHjDbvr3D94gPHXKdEI4ksejT7YtW0yncqYzZ0Suukp/vseMMZ0MQJhMner/GD5+vOlkAICIK1dOLf4rVphO5Ew5OSI33KAfbIcPN50MgEuxxgw4Cw1Cl6B4w24GDQreIMzONp0QjhUbq062TZtMJ3KmBx/UX9idOvHiBhxkxgz/x/CXXzadDAAQcRUrqsX/669NJ3KmZ57RD7StW4ucPm06GQCXYo0ZcBYahC5B8YbdDB0auDkYE2M6HRytaFF1wm3YYDqR88yfr7+wa9YUSU83nQxAGM2e7f84Pnmy6WQAgIirXFkt/suXm07kPMuWed8c536eExJE9u41nQyAi7HGDDgLDUKXoHjDbu69N3CDsGhR0+ngaCVKqBNu3TrTiZzl559FLrhAfY6LFRPh2AM4zjvv+D+OT51qOhkAIOIuvFAt/p99ZjqRs+zeLVKhgvocx8bSiAVgHGvMgLPQIHQJijfs5v77AzcIS5UynQ6Olrd5tWaN6UTOceKESIMG+ot62jTTyQBEwJw5/o/jM2eaTgYAiLjq1dXiv2SJ6UTOcfKkSHIyN/kFYEusMQPOQoPQJSjesJuHHgrcIIyPN50Ojla2rDrhVq40ncgZPB6RW2/VX9D//Kd3GwDH8Xc1YcvyfrIQAOBwtWqpxT8lxXQi5xg0SD+49uzJOTUAW2CNGXAWGoQuQfGG3YwYEbhBWKGC6XRwtLyX6vnmG9OJnGHiRP3F3KyZSFaW6WQAIuSjj/wfx+fONZ0MABBxtWurxX/RItOJnGHWLP3AWreuyLFjppMBgIiwxgw4DQ1Cl6B4w25Gjw7cIKxSxXQ6OFpCgjrhvvzSdKLo9803IkWKqM9ruXIiO3eaTgYggj7+2P9x/IMPTCcDAERcvXpq8f/wQ9OJot+GDfr90kuVEtm82XQyAPBhjRlwFhqELkHxht2MGRO4QVitmul0cLSqVdUJ9/nnphNFt/379efUskQ+/dR0MgARlprq/zj+8cemkwEAIq5hQ7X4z59vOlF0O3JE5OKL9YPqe++ZTgYACtaYAWehQegSFG/YzRNPBG4Q1qplOh0crVo1dcItXWo6UfQ6c0akbVv9RTx2rOlkAArBsmX+j+OLF5tOBgCIuEsu4frS4ZKTI9K1q35Avfde08kAQMMaM+AsNAhdguINu3n66cANwjp1TKeDo9WsqU641FTTiaLXAw/oL+DOnUWys00nA1AIvvjC/3H8iy9MJwMARNyll6rF/913TSeKXv7eHF9xhcjp06aTAYCGNWbAWWgQugTFG3bz/POBG4QNG5pOB0dLSuJaeOHw/vv6i/eii0QOHzadDEAh+fpr/8fxb74xnQwAEHEtWqjF/623TCeKTkuWiMTEqM9l5coi+/aZTgYAfrHGDDgLDUKXoHjDbl54IXCDsEkT0+ngaHXrqhPuo49MJ4o+P/0kcsEF6vNYrJjIunWmkwEoRCtX+j+Or1plOhkAIOJatVKL/8yZphNFn19/FalQQX0eY2NFvvzSdDIACIg1ZsBZaBC6BMUbdvPSS4EbhJddZjodHK1BA3XCLVhgOlF0OXFCfw4tS2T6dNPJABSyNWv8H8f5WwEAcIErruBc8HycPKl/CtOyvH9JCwA2xhoz4Cw0CF2C4g27mTQpcIOwVSvT6eBojRurE27ePNOJoofHI3LLLfqL9p57vNsAuMq6df6P4z/8YDoZACDi2rZVi//UqaYTRZeBA/UD6E03cU4NwPZYYwachQahS1C8YTeTJwduELZpYzodHK1pU3XCvfee6UTR4+WX9Rds8+YiWVmmkwEwYONG/8fxn34ynQwAEHHt26vF/z//MZ0oesycqR8869UTOX7cdDIAyBdrzICz0CB0CYo37Oa11wI3CNu3N50Ojta8uTrh3nnHdKLo8M03IkWKqM9d+fIiu3aZTgbAkM2b/R/Ht20znQwAEHHXXKMW/1dfNZ0oOqxfL1K8uPrclSolsmWL6WQAUCCsMQPOQoPQJSjesJtp0wI3CK+91nQ6OFrLluqEmz3bdCL7+/13kSpV1OctJkYkNdV0MgAGbd3q/zi+e7fpZACAiLvuOrX4T5xoOpH9/fmnSK1a+oFzzhzTyQCgwFhjBpyFBqFLULxhN2++GbhBeP31ptPB0Vq3VifcjBmmE9nbmTPe6/7mfaE+8YTpZAAM27bN/3H8999NJwMARFyXLmrxBG15RAAAIABJREFUnzDBdCJ7y8kR6dpVP2jed5/pZAAQEtaYAWehQegSFG/YzezZgRuEN95oOh0cLW+z6403TCeyt3//238XPyfHdDIAhu3a5f84fuiQ6WQAgIjr1k0t/uPGmU5kb089pR8wr7xS5PRp08kAICSsMQPOQoPQJSjesJt33gncILzpJtPp4Gjt2qkT7rXXTCeyr3nz9BfoRReJHD5sOhkAG9izx/9x/OhR08kAABHXo4da/J991nQi+1qyxHt5/tzPV+XKIvv2mU4GACFjjRlwFhqELkHxht28917gBmHv3qbTwdGuvlqdcJMnm05kTz/9JHLBBepzVby4yP/+ZzoZAJvYv9//cTwjw3QyAEDE3XyzWvyfesp0Inv69VeR8uXV56pIEZGvvjKdDADOCWvMgLPQIHQJijfsxt8Hk/7+uu020+ngaNdeq064SZNMJ7Kf48dF6tfXX5xvvmk6GQAbOXjQ/3Gcq6UBgAvceqta/B9/3HQi+zl5UqRFC/1A+eKLppMBwDljjRlwFhqELkHxht188EHgBmG/fqbTwdGuv16dcC+9ZDqRvXg8Ir166S/M/v1NJwNgM3/+6f847vGYTgYAiLi+fdXi/9hjphPZz4AB+kGyVy8OlACiGmvMgLPQIHQJijfsZuHCwA1C+hCIqBtuUCfc+PGmE9nLSy/pL8rLLvP+BTQA5HL8uF4u4uJMpwIAFIo77lAPACNHmk5kLzNn6gfJ+vW9B08AiGKsMQPOQoPQJSjesJtPPgncIBwyxHQ6OFr37uqEe+4504ns4+uvvfdEyf38VKjgvXcKAOSRkaEfw0uWNJ0KAFAo+vVTDwAPP2w6kX2sX++9d3fu5+eCC0S2bDGdDADOG2vMgLPQIHQJijfsJjU1cIPw3ntNp4Oj3XSTOuGeftp0Inv4/XeRKlXU5yYmRmTJEtPJANjUqVP6MTw+3nQqAEChuOce9QDwwAOmE9nDn3+K1KqlHyDnzTOdDADCgjVmwFloELoExRt2s3Rp4AYh7y0RUbfcok64J54wnci8M2dE2rTRX4xPPmk6GQAby87Wy0bFiqZTAQAKxcCB6gHgvvtMJzIvJ0ekSxf94Hj//aaTAUDYsMYMOAsNQpegeMNuPv88cIPwkUdMp4Oj/eMf6oQbM8Z0IvPuv19/IXbp4l3kAIAAPB69dFStajoVAKBQDBmiHgCGDzedyLwnn9QPjG3aeP8YDwAcgjVmwFloELoExRt289VXgRuEjz5qOh0c7fbb1Qk3erTpRGbNnau/CGvV8l4eCQDykfe2pTVrmk4EACgU997LjeRzW7zYe3n+3M9JlSrey/gDgIOwxgw4Cw1Cl6B4w26+/TZwg/Dxx02ng6PddRcfWf3bli0ipUqpz0fx4iLr15tOBiBKFC+ulpDatU0nAgAUirxXoBgwwHQic3btEilfXn0+ihQR+fpr08kAIOxYYwachQahS1C8YTfffRe4QfjMM6bTwdHuvludcA8+aDqRGcePi9Srp78AZ840nQxAFLngArWENGhgOhEAoFA8+KB6ALj7btOJzDh5UuSyy/Rz6pdeMp0MACKCNWbAWWgQugTFG3azZk3gBuG4cabTwdEGDFAn3P33m05U+DwekZtv1l98bv7LbwDnpGxZtYw0aWI6EQCgUDzyiHoAuOsu04nM6N9fP6e+5Rbv+TYAOBBrzICz0CB0CYo37GbdusANQv7YEhE1eLA64e6913Siwjdhgv7Ca9HC+xfQABCCChXUUnLZZaYTAQAKxahR6gHg9ttNJyp8M2bo59QNGoicOGE6GQBEDGvMgLPQIHQJijfsZsOGwA3CV14xnQ6ONmyYOuGGDjWdqHB99ZVIbKz6HFSoILJ7t+lkAKJQ5cpqObn8ctOJAACF4rHH1ANAnz6mExWu//1PvxHvBReI/Pyz6WQAEFGsMQPOQoPQJSjesJsffwzcIHztNdPp4Gj/+pc64QYNMp2o8Ozbp6/mx8SILF1qOhmAKJWYqJaUtm1NJwIAFIrHH1cPALfeajpR4Tl8WOSii/Q3su+/bzoZAEQca8yAs9AgdAmKN+zmp58CNwinTTOdDo72wAPqhLvnHtOJCsfp0yJXXqm/4J56ynQyAFGsZk21pFxzjelEAIBC8fTT6gHgpptMJyoc2dkinTvr59T//rfpZABQKFhjBpyFBqFLULxhN7/8ErhBOHOm6XRwtIcfVidcv36mExWOvJ+ctCyRrl1FcnJMJwMQxS6+WC0rnTubTgQAKBTPPaceALp3N52ocOT95OTfH58/c8Z0MgAoFKwxA85Cg9AlKN6wm+3bAzcI33nHdDo42siR6oS74w7TiSJvzhz9hXbxxSJHjphOBiDK1a2rlpZu3UwnAgAUivHj1QPADTeYThR5qan6OXXVqiL795tOBgCFhjVmwFloELoExRt2s2tX4AbhnDmm08HRHn1UnXB9+5pOFFmbN4uUKqX+zCVKiGzYYDoZAAdo2NCdV5gDANd78UX1AHD99aYTRdbOnSLlyqk/c5EiIt9+azoZABQq1pgBZ6FB6BIUb9jNb78FbhAuWGA6HRxt7Fh1wvXubTpR5Bw7pn+8x7JEZs0ynQyAQzRp4p6SCgDIZeJE9QDQqZPpRJGTlSXSrJl+Tv3yy6aTAUChY40ZcBYahC5B8Ybd/P574AbhwoWm08HRnnxSnXC9eplOFBkej/ejPHlfYIMGmU4GwEHyrpfefrvpRACAQvHqq+oB4JprTCeKDI9H5O679XPqW2/1bgMAl2GNGXAWGoQuQfGG3fzxR+AG4aefmk4HR3v2WXXC9ehhOlFkvPCC/uJKThY5edJ0MgAOkpyslpm77zadCABQKF57TT0AtGtnOlFkTJ+un1M3aCBy4oTpZABgBGvMgLPQIHQJijfsJj09cINw6VLT6eBo48apE65bN9OJwm/5cpHYWPXnrFBBZPdu08kAOEzr1nxIGQBc6Y031ANAmzamE4Xf99+LFCum/pylS4v8/LPpZABgDGvMgLPQIHQJijfs5siRwA3C5ctNp4OjTZigTrguXUwnCq+9e0USEtSfMSZGZNky08kAOFCbNmq5GT7cdCIAQKGYMUM9ALRubTpReKWni9Ssqb9ZnT/fdDIAMIo1ZsBZaBC6BMUbdnP8eOAG4TffmE4HR3v5ZXXCXXed6UThc/q0/nEeyxJ5+mnTyQA4VPv2arn5979NJwIAFIpZs9QDQMuWphOFT3a29z1C3nPqBx4wnQwAjGONGXAWGoQuQfGG3WRkBG4QrlplOh0c7ZVX1AnXsaPpROFz7736C6pbN5GcHNPJADhUx45qyXnkEdOJAACF4u231QPAZZeZThQ+Y8fq59RXXSVy5ozpZABgHGvMgLPQIHQJijfs5uTJwA1CpigiasoUdcJ16GA6UXi8+67+YkpK8l7PFwAipHNntew8+qjpRACAQpH33PPSS00nCo+UFP2cumpVkf37TScDAFtgjRlwFhqELkHxht2cPRu4Qbhxo+l0cLSpU9UJ17at6UTn78cfRUqWVH+uEiV4MQGIuK5d1dLzxBOmEwEACsW8eeoBoHFj04nO386dIuXKqT9XkSIi335rOhkA2AZrzICz0CB0CYo37MbjCdwg3LzZdDo42vTp6oS74grTic7PsWMideroL6TZs00nA+ACvXurpefFF00nAgAUigUL1ANAgwamE52frCyRZs30c+qJE00nAwBbYY0ZcBYahC5B8YYdxcT4bxD+8ovpZHC0mTPVCdeqlelE587jEenZU38RDR5sOhkAl3jvvf8rPXFxIj//bDoRAKBQfPSRev5Zt67pROfO4xH55z/1c+revb3bAAA+rDEDzkKD0CUo3rCjuDj/DcIdO0wng6O99ZY64Vq0MJ3o3I0fr7+AWrYUOXXKdDIALvLhhyKjR4usXWs6CQCg0Hz8sX7v62g1bZp+Tt2wochff5lOBgC2wxoz4Cw0CF2C4g07Kl7cf4Pwt99MJ4Oj/fe/6oRr1sx0onOzfLlIbKz6s1SsyAsIAAAAkffpp+p56EUXmU50br7/XqRYMfVnKV1aZOtW08kAwJZYYwachQahS1C8YUelSvlvEP7+u+lkcLQ5c9QJ16SJ6USh27tXJCFB/TliYkSWLTOdDAAAAG6wZIl6Llq9uulEoUtPF6lRQ39DumCB6WQAYFusMQPOQoPQJSjesKP4eP8NwkOHTCeDo82fr064Ro1MJwrN6dMirVvrL5xnnjGdDAAAAG7x+efqueiFF5pOFJrsbJFOnfRz6gcfNJ0MAGyNNWbAWWgQugTFG3ZUvrz/BuGRI6aTwdE+/FCdcPXqmU4UmuHD9RdNt24iOTmmkwEAAMAtvvxSPR9NSDCdKDRjxujn1O3aiZw5YzoZANgaa8yAs9AgdAmKN+yoUiX/DULuBY+IWrRInXC1a5tOVHDvvqu/YJKSRI4eNZ0MAAAAbvLNN+o5aYUKphMVXEqKfk594YUiBw6YTgYAtscaM+AsNAhdguINO6pSxX+D8ORJ08ngaHkXBGrVMp2oYDZtEilZUs1eooTIxo2mkwEAAMBtVq5Uz0vLljWdqGB27BApV07NHhcnsmKF6WQAEBVYYwachQahS1C8YUeJif4bhNnZppPB0RYvVidcjRqmE+Xv6FGROnX0F8tbb5lOBgAAADdavVo9Ly1d2nSi/GVmilx6qX5OPWmS6WQAEDWcsMacmZkpL7zwgiQnJ0v58uWlVKlSUr9+fXnwwQdl9+7dYX2szZs3y6BBgyQpKUlKlCghlSpVkrZt28rUqVPl7NmzBR5n8eLF0rNnT6lWrZoUK1ZMqlWrJj179pTFixcXeIyzZ8/K1KlTpW3btlKpUiUpUaKEJCUlyaBBg2TLli0FHic9PV3Gjh0rTZo0kTJlykiZMmWkSZMmMnbsWDl8+HDQ773ooot886egX7/++qs2zhNPPFHg7//qq68K/LO5EQ1Cl3BC8Ybz1Kjhv0Ho8ZhOBkdbtkydcImJphMFl5Mj0qOH/kIZPNh0MgAAALjV99+r56YlS5pOFJzHI9Kvn35O3bs3b0ABIATRvsa8fft2qVu3bsBmUnx8vKSkpITlsaZPny7FihUL+FitWrWS9PT0oGPk5ORI//79gzbABgwYIDk5OUHHSU9Pl5YtWwYco3jx4jJjxox8f6Y1a9ZI1apVA45z4YUXytq1awN+f6gNwrJly8pJP5eao0EYPjQIXSLaizec6eKL9fdnRYuaTgXHW75cnXRVqphOFNy4cfoLpWVLkVOnTCcDAACAW23YoJ6fFitmOlFwb7yhn1M3bCjy11+mkwFAVInmNeYTJ05IvXr1fPkHDhwoy5cvl1WrVslzzz0npUuXFsuypFSpUrLxPG/nkpqaKrGxsWJZllSpUkUmT54sa9eulSVLlsjNN9/sy9C2bVvJDnIptVGjRvn2bd68ucydO1e+//57mTt3rjRv3ty3bfTo0QHHyM7OlrZt2/r2vfnmm2XJkiWydu1amTx5slSuXFksy5LY2Nign0jcs2ePJCQkiGVZEhcXJyNGjJBvv/1Wvv32WxkxYoTExcWJZVlSuXJl2bt3r98x0tLSZPPmzUG/Jk2apPyO/MndIMxvvIyMjIA/E2gQukY0F284l78rJtr9D0/hAF9/rU66ihVNJwrsiy9EYmP1vL/9ZjoZAAAA3GzTJvUcNTbWdKLA1q71NjBz5y1dWmTrVtPJACDqRPMa89ixY33ZJ0yYoG3/7rvvfE2u9u3bn/PjnDlzRpKSknyfSNyxY4e2z7Bhw3xZZs+e7XectLQ0X57k5GTJyspStmdmZkpycrKvYbd9+3a/48ycOdP3WMOGDdO2b9++XeLj48WyLKlTp07AS5/eeeedvnHmz5+vbX///fd92/v16+d3jILo3bu3b5wVAe4RnLtBiPPDM+gS0Vy84Vz16+sNwvh406ngeCtWqJOuXDnTifzbs0ekUiU1a0yMyGefmU4GAAAAt9uyJTruFZGe7v/eFgsWmE4GAFEpWteYz5w5I2XLlhXLsqRhw4YBL8k5ePDg8/75cjfKxo0b53efzMxMKV++vFiWJY0aNfK7z9ChQ33jrF692u8+q1evDtr8ExFp2LChWJYlFSpUkMzMTL/7jBs3Lmjz78CBA75PRHbu3NnvGCIinTt39n0a8cCBAwH3C+TYsWNSokQJsSxLkpKSAu5HgzB8eAZdIlqLN5ytUSP9fVqFCqZTwfFWrVInXZkyphPpTp0Sufxy/QXy7LOmkwEAAADeT9/lPVcNcok0I7KzRa69Vs/50EOmkwFA1IrWNeZly5b5co8fPz7gfrkbbsEu2xlM3759fWMEa5LlbkampaUp2zwejyQmJoplWdKgQYOgj1e/fn2xLEuqVasmnjx/rJOWluZ7jCFDhgQc48CBA779+vbtq22fNm2ab/u8efMCjjN37lzfftOmTQua25/p06f7vv/JJ58MuB8NwvDhGXSJaC3ecLYmTfT3ana/HRwcYO1addKVKmU6kW7YMP3FceONIvncdBoAAAAoFNu26eerp0+bTqV67DE9Y/v2IgEunQYAyF+0rjHnvrxooE/jiYicPXtWSpUqJZZlSbt27c7psWrUqCGWZUn9+vWD7jdnzhxfplmzZinbdu7c6ds2ePDgoOMMGjTIt++uXbuUbbkvLzp37tyg4/x9f8aaNWtq23JfXjRY03P//v2+/e66666gj+fP3/dKjImJkZ07dwbcjwZh+PAMukS0Fm84W7Nm+vu1atVMp4Lj/e9/6qQrXtx0ItU77+gvjNq1RY4eNZ0MAAAA8Nq5Uz9nzXNvJKM++UTPd+GFIudwuTMAwP+J1jXmXr16+XIfzWd9pWnTpmJZliQkJIT8OH/99ZfvcXr06BF03w0bNvj2feSRR5RtKSkpvm2TJk0KOs7EiRN9+6ampirbHnroId+2jRs3Bh2ne/fuvuZcRkaGsq1FixZiWZaULVs26Bgi4rufYcuWLfPdN7ddu3ZJTEyMWJYlV111VdB9czcIO3XqJAkJCVK0aFFJSEiQ9u3by7hx4+TIkSMhPb5b0SB0iWgt3nC25GT9PdtFF5lOBcf74Qd10sXFmU70fzZtEilZUs1XsqQ3MwAAAGAXv/2mv5n76y/Tqby2bxcpW1Y/51+50nQyAIh6udeYU1JSZO/evUG/7OLyyy8Xy7LkggsuyHffG264wfcznjp1KqTH2bp1q+97hw8fHnTf9PR03759+vRRtk2dOtW3bUE+981dsGCBb9833nhD2faPf/zDty09PT3oOMOHD/ft+8svvyjbqlSpIpZlSePGjYOOISLSuHFjsSxLqlatmu++uT355JO+x58xY0bQfXM3CAN9lStXThYtWhRSBjeiQegSNAhhR/5usVanjulUcLzNm/WJZwdHj3o/KZg329tvm04GAAAAqPbt089b7XDFi8xMkaZN9WyvvGI6GQA4Qu415oJ82UWjRo3EsiypUoB7G/Xu3duX//DhwyE9Tu7nZ+TIkUH3zcrK8u3brVs3ZduECRN825YsWRJ0nMWLF/v2femll5RtXbt29W07efJk0HFGjBjh2/d///ufsu3vy65efvnlQccQEWnVqpVYliWlS5fOd9/cateuLZZlScmSJeX48eNB933iiSekSZMmMnbsWElJSZH169fLmjVr5O2335brrrvO93MUKVJEFi9eHFIOt7HPqxQRRYMQdnTllfr7tnzuuwucv59/1iee6Xv75eSIdO+u5xo61GwuAAAAwJ8DB/Rz1xAXUcPO4xG56y49V58+3m0AgPMWrQ3CpKQksSxLatSoke++ue+3F+qnIL/99lvf944dOzbovjk5Ob59O3bsqGx7+umnfduWL18edJzly5f79n3mmWeUbddcc41vW04+a1+579O4YsUKZVtsbKwU5NKfIiJXXXWVrzlXUN99913AT1P6k99lYt944w3feImJifk2R93MPq9SRBQNQtjRVVfp792aNDGdCo6XlqZPvDNnzGZ6/nk9U6tWIiFeygIAAAAoFIcO6eevBw+azTR1qp6pUSP7XPoUABwg0pcYDaX5GOhr9uzZ2rh8gtDenyAcPHhwgX/egurfv79vzHfffTcsYzoRDUKXoEEIO+rQQX//1ry56VRwvB079Iln8i+JPv9cJDZWzVOpksiePeYyAQAAAMH8+ad+Tr1/v7k8a9aIFC2q5ilTRiTPPZQAAOcn0mvMkWoQcg9C+96D8NSpU1K+fHmxLEsuvPBCyc7OLtD35Sf3XB04cGBYxnQiGoQuQYMQdtSxo/8PTQER9euv+sTLyDCTZc8ebzMwd5bYWG/TEAAAALCrY8f0c+pz+KRIWBw6JFK9up7ngw/M5AEAB4v0GvPWrVvP++vYsWPauL169fLlzu/ylE2bNhXLsiQhISHk/CdOnPA9To8ePYLuu2HDBt++jzzyiLItJSXFt23SpElBx5k4caJv39TUVGXbQw895Nu2cePGoON0795dLMuSmJgYycizTtaiRQuxLEvKli0bdAwRkfj4eLEsS1q2bJnvviJqg/Ohhx4q0PcUREZGhm/crl27hm1cp6FB6BI0CGFHnTvr7+GuvNJ0Kjje3r36xMvn5scRceqUtyOeN8vzzxd+FgAAACAUGRn6eezu3YWfIztb5Npr9Sx5FloBAOERrWvMue+vt3r16oD7nT17Vi644AKxLEvatWt3To9Vo0YNsSxL6tevH3S/OXPm+DLNmjVL2bZz507ftsGDBwcdZ9CgQb59d+3apWybOXOmb9vcuXODjlOvXj2xLEtq1qypbct9X8YDBw4EHGP//v2+/e66666gj/e3G2+80fc9P/74Y4G+pyAyMzNpEBYADUKXiNbiDWfr2lV/H9e+velUcLz9+/WJ9+efhZ9j6FA9R/fuIvncNBoAAAAw7uRJ/Vx2x47Cz/Hoo3qODh1Ezp4t/CwA4ALRusa8bNkyX+7x48cH3G/16tW+/UaPHn1Oj9W3b98CNdNy33cvLS1N2ebxeCQxMVEsy5IGDRoEfbwGDRqIZVlSrVo18Xg8yra0tDTfYwwZMiTgGAcOHPDt17dvX237tGnTfNvnzZsXcJy5c+f69ps2bVrQ3CIihw4dkqJFi4plWdKsWbN89w/FunXrfFkGDBgQ1rGdhAahS0Rr8Yaz3Xij/l6uY0fTqeB4Bw/qE+/QocLN8PbbeobatUXyucwFAAAAYAtnzujns3kWNyPu44/1DImJIn/8Ubg5AMBFonWN+fTp01K2bFmxLEsaNmyoNdL+lrtpd64/3/vvv+8bY9y4cX73yczM9N13r1GjRn73GTp0aL6feszd0Bw2bJjffRo2bCiWZUmFChUkMzPT7z7jxo3zjTN//nxt+4EDByQ2NlYsy5LOnTv7HUNEpHPnzmJZlsTGxgZtjv7t1Vdf9T1ufpdSDdWAAQN8Y//3v/8N69hOQoPQJaK1eMPZevbU389df73pVHC8w4f1iVeAk5aw+eEHkRIl1McvWVJk06bCywAAAACcj5wc/Zz6558L7/G3bxeJj1cfPy5O5LvvCi8DALhQNK8x577M6IQJE7Ttq1atkri4OLEsS9oHucTZ32NcdNFFfrefOXNGkpKSxLIsiY+Plx1+PmE/bNgw3zizZ8/2O05aWpoUKVJELMuS5ORkycrKUrZnZWVJcnKyWJYlcXFxsm3bNr/j5L7M6PDhw7XtO3bs8N03sE6dOnI2wKfwc19mdMGCBdr2+fPn+7b369fP7xh5/X1vw7i4ODl48GCBvufHH3+U7du3B90n9yceq1atqt1TEf+HBqFLRHPxhnP16qW/p+zWzXQqON7Ro/rE27ev8B67dm398flLJgAAAESbvOe0mzcXzuNmZoo0bao//uTJhfP4AOBi0bzGfOLECd999izLkkGDBsmXX34pq1evlueff15Kly4tlmVJyZIlZePGjQHHya9BKCKSmprq+8RdlSpVZMqUKbJ27VpZunSp9OrVyzdG27ZtJTs7O+A4o0aN8u3bvHlzmTdvnqxbt07mzZsnzZs3920LdjnU7OxsadOmjW/fXr16ydKlS2Xt2rUyZcoUqVy5su9Tf4sXLw44zp49eyQhIcHX0Bs5cqSsWLFCVqxYISNHjvQ1VxMSEmTv3r0Bx/nbTz/95MvULYQF4dmzZ0uRIkXk2muvlZdfflk+++wzWb9+vaxdu1befvttue6663zjFilSRD755JMCj+1GNAhdIpqLN5yrd2/9Pd1NN5lOBcc7cUKfeL/9FvnHzcnxf13dAJeAAAAAAGytSBH1vPaHHyL/mB6PyJ136ufUfft6twEAIira15i3b98udevW9f0Meb/i4+MlJSUl6BgFaRCKiEyfPl2KFSsW8LFatWol6enpQcfIycmRe+65J+AYlmVJ//79JScnJ+g46enp0rJly4BjFC9eXGbMmBF0DBGRNWvWSNWqVQOOU7VqVVmzZk2+44iIjBw50vd9/i5rGsjs2bODPh9/f1WsWFEWLVpU4HHdigahS0R78YYz3Xab/r7u1ltNp4LjZWXpE2/Xrsg/7nPP6Y97+eUip05F/rEBAACAcCteXD23Xb8+8o/5+uv6OXXjxiJcOgwACoUT1pgzMjLkhRdekOTkZClXrpyUKlVK6tevLw888IDs3r073+8vaINQRGTz5s0ycOBASUpKkhIlSkjFihWlbdu2MnXq1ICX8vQnNTVVevToIYmJiVKsWDFJTEyUHj16BP3EX15nz56V119/Xdq2bSsVK1aUEiVKSFJSkgwcOFC2bNlS4HHS09NlzJgxcskll0jp0qWldOnS0qRJExkzZowcPny4QGPk5ORI9erVxbIsKVeunJwKYW3s4MGDMnPmTBkwYIC0aNFCqlevLiVLlpQSJUpIYmKidOnSRV599VU5fvx4gcd0MxqELuGE4g3n8feHn7fdZjoVHO/0aX3iBbjo5YpQAAAgAElEQVROe9h89plIbKz6mJUqiezZE9nHBQAAACKlVCn1/Hbt2sg+3po1IkWLqo9ZpoxIWlpkHxcA4MMaM+AsNAhdguINO/rnP/U+zV13mU4Fx8vO1ife1q2Re7zffhOpWFF9vNhYkS++iNxjAgAAAJFWpox6jrtqVeQe69AhkerV9fP4jz6K3GMCADSsMQPOQoPQJSjesKP+/fX3d/37m04Fx/N49IkXwqUUQnLqlEjLlvrjjRsXmccDAAAACku5cuo57ooVkXmc7GyRjh31c+oRIyLzeACAgFhjBpyFBqFLULxhR4MG6e/xBg82nQqukPdyn5s2ReZxhgzRJ3mPHt4mJQAAABDN8l4l4+uvI/M4o0fr59RXXy0Swr2bAADhwRoz4Cw0CF2C4g07GjpUf593772mU8EV8t67ZMOG8D/G22/rE7xOHZFjx8L/WAAAAEBhq1xZPdddvjz8j7FokX5OnZgo8scf4X8sAEC+WGMGnIUGoUtQvGFH//qX/l7v3/82nQquUKKEOvHWrQvv+Bs36o9RsqTIjz+G93EAAAAAUy68UD3f/eyz8I6/bZtIfLz6GEWLRvZehwCAoFhjBpyFBqFLULxhR//+t94gfOQR06ngCqVLqxNvzZrwjX3kiEhSkj653303fI8BAAAAmFajhnq+u2RJ+MbOyBBp0kQ/p54yJXyPAQAIGWvMgLPQIHQJijfs6KGH9Pd7o0ebTgVXKFtWnXgrV4Zn3JwckRtv1Cf28OHhGR8AAACwi1q11HPelJTwjOvxiNxxh35Ofdtt3MsbAAxjjRlwFhqELkHxhh2NGKG/53v8cdOp4AoVKqgT75tvwjPus8/qk7p1a5HTp8MzPgAAAGAXtWur572LFoVn3Nde08+pL7nE+6lCAIBRrDEDzkKD0CUo3rCj0aP1931PP206FVwhIUGdeF9+ef5jLlsmEhOjjpuQILJ37/mPDQAAANhNvXrque+HH57/mKtXe+8zmHvc+HiRtLTzHxsAcN5YYwachQahS1C8YUdjxugNwnHjTKeCK1Stqk68zz8/v/F27xapWFEdMzZWZPny8OQFAAAA7KZhQ/X8d/788xvv4EGRatX0N4kLF4YnLwDgvLHGDDgLDUKXoHjDjp54Qn/v9+KLplPBFfIuPCxdeu5jnTol0rKlPpnHjw9fXgAAAMBuLrlEPf+dO/fcxzp7VuSaa/Rz6pEjw5cXAHDeWGMGnIUGoUtQvGFHzzyjv/975RXTqeAKF12kTrzU1HMfa/BgfSLfdJOIxxO2uAAAAIDtNGumngO/++65jzVqlH5Ofc013sYhAMA2WGMGnIUGoUtQvGFHzz+vvwf8z39Mp4IrJCWpE+/jj89tnNmz9Ulct67IsWNhjQsAAADYTosW6nnwW2+d2zgLF+rn1NWqeS85CgCwFdaYAWehQegSFG/Y0Qsv6O8Dp00znQquULeuOvE++ij0MTZuFClRQh2nVCmRzZvDnxcAAACwm1at1HPhmTNDH2PbNpH4eHWcokVFVq8Of14AwHljjRlwFhqELkHxhh299JLeIDyX95RAyBo0UCfeggWhff+RIyIXX6xP4Pfei0xeAAAAwG6uuEI9F54+PbTvz8jQ72PIZWUAwNZYYwachQahS1C8YUeTJunvBd95x3QquELjxurEmzev4N+bkyPStas+ee+9N3J5AQAAALtp21Y9H546teDf6/GI3Habfk59++3cyxsAbIw1ZsBZaBC6BMUbdjR5sv5+cM4c06ngCk2b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QHjLLbd4HePyyy+3/bxdEew8r5tuuslt2d13322v9PQVCjtfzXl6gLphwwY7j9dff93rGDNnzrT9fAWAxVGvXj0ZY9S9e/cSjQMAAAAgehAQAgAAoEyURkDYtm1br2McOHDAjtGrVy+v/ZxP5p9+ZdIrr7xiA0Zv4ZzDggUL7Dg//PCDff25557zGtb4s2bNGrvupEmTfPYdMmSI7fvzzz/b12fNmmVfnzdvns8xnJ/ZdjrHVYhXX32133k7rno899xz/fY9nXNAOGDAAJ99nd9zx7MmvdmyZYvX/4dAA8KDBw9qx44d2rJli71l5pNPPilj/rzFpadbcoYqIMzLy7OhaN++fT2u73geY+PGjd1CLsf/TYsWLfzOw/H5j4+P93h1bUn243TFDQg9XT3o8MADD9h+Gzdu9NqvZ8+eXo8fderUkTFG48eP9ztnx21j77rrLpfXP/vsMzuP999/3+v6zn/E8OKLL/rdni+tWrWSMX/eEhUAAAAAioOAEAAAAGWiNALCm2++2esYRUVFdozHHnvMa7/vv//e9nvnnXdclt15550uV9UVt2VlZdkxHLcijI+P93pLSG9ef/11O+bKlSt99p0xY4bt63xrz1GjRtnXf/zxR59j3HXXXV7fd8ftRQNpVapUCWh/JdeA0F8o6gjlAm1z5sxxGac4AeGmTZt011136ayzzvI7vqdn24UqIJSke+65x76/p19huWfPHnurTU9X0V1xxRVBvWfentdXkv1wVtyA8Ouvv/Y6xujRo20/b7fAlaQBAwbImD+fGeosNzc3qPfm2muvdRnHOZRfvHix13kUFBS4PF+0Q4cOGjdunFavXh3wscJx29imTZsGtB4AAACA6EVACAAAgDJRGgGhv+DBV+jg4BxITZ8+3WXZddddF1RgsHz5cjvGNddcI2OM6tWr53e/Tzd+/Hg75tatW332db5q6b333rOvDxo0yL6el5fnc4yRI0d6fd+TkpKCei8C5fz/MW3aNJ99hw4dGtScTv9/9vd5mzZtmuLi4oo9fm5urtsYoQwIna88mzFjhssy5ytWPd1CtHXr1kG9Z7t27fI770D3w1lxA0Jf8yjulaB33HGHjPnzuaLO1q1bF9R7c/r/6X//+1+7bP78+T7n8vXXX9ur/5xblSpVdPXVV2vmzJl+r16WpHbt2skYo5YtW/rtCwAAAAASASEAAADKSEUMCK+++moZY1S7dm17K8niNOdn3IUqINy2bZvPvsUJCP1dleQrIHQ8b+3aa68N6L0IlK//j9M571tOTk6x53To0CGXcXx93r799lsbDtatW1eTJk3Shg0bdODAAZdbib755ps+Q6xQBoRFRUVq2LChjHF/5lz79u1ljNH555/vcd0WLVrImD9vrxnI/6On26aWdD+clYeAMDMz064/ZsyYYr83O3fudBln1apVXgNcT06ePKkPP/xQd999t5o1a+YWFrZv397vFZyO97pjx45+twcAAAAAEgEhAAAAykhFDAj79esnY4wqV65crKt4PAn3LUadQ7+S3GK0QYMGMsboqquuCmgfAhVIQPjPf/7T9t29e3fQ2/T1eXv88cdljFGlSpX07bffeh1j0qRJZRYQSv/3LMFKlSpp3759kqRt27bZOTzzzDMe1yvLW1FWtIDwu+++s+s//fTTfufszdatW+04L7zwQsDr//zzz3rrrbds2GuM0Y033uhznerVq8sY78+lBAAAAIDTERACAACgTFTEgNA59Fm7dq3feXvy/PPP2zFWrFgR0Lpr1qyx6/p7Hp/z7TZ//vln+/rMmTPt6/PmzfM5Rps2bby+7z169JAxRjVq1Ag46AxEIAHh3LlzPV41GShfn7frr79exhhddNFFPse45ZZbfIZYjmf/hSog3Lhxo93ev//9b0nSmDFjZIxRTEyMfvjhB4/rDRs2zPbZu3ev37mUhOO5lRUlIDx58qRq1KghY4yuueYav3P2pqCgwN6Sd8iQISUa56KLLpIxRnFxcTp+/LjHfvv27bP7/dRTTwW9PQAAAADRhYAQAAAAZaIiBoRbt25VTEyMjDG69dZb/c7bk23bttkx/F0FdLq8vDwlJyfLGKM2bdqoqKjIY7/Dhw+rdu3aMsaodevWLst+/vlnVapUScYY3XDDDV63dfrz107nfDXjlClTAtqPQAQSEB46dMgGMZ06ddKpU6eC2qavz5vjFrEtWrTwuv7PP/+sKlWq+AyxHOMU5xaQxf18O54nePHFF0uSmjdvLmOMLr/8cq/rLFq0yM5z5MiRfudSEi1btix27ZSHgFCSbrvtNhljFBsbq2+++cbvvL3p1q2bjDFKTU0NegxJGj58uMfg31l6errt89lnn5VoewAAAACiBwEhAAAAykRFDAglqW/fvnb5c88953N7O3fu1KxZs9xe7927tx1j4sSJXtc/evSoDh486PKa41aSxhg9+eSTbuucOnVKt99+u+0zefJkn9ufM2eO2/IjR46oXbt2PgPCvLw8NWrUSMYYVatWTV988YXX/ZD+fA5boFdMSoEFhJI0YsQI2//BBx/0GqJKf15pNXXqVLfXfX3eHnjgARsYrVmzxm35sWPH7NWBvkIsx+1b69at6zfILO7ne+zYsXabs2bNsv9+/fXXfa538cUXy5g/b0/q6fPgbNOmTZo/f77PPt5ceeWVMsaoQ4cOfvuWl4Bw06ZNNlBv3bq1z1vXnjx5Uu+++67HPo65JCQkKC8vz+P6K1eu1Pbt272On5+fb68grFatmgoLCz32Gz16tIwxSkxM9HqVIQAAAACcjoAQAAAAZaKiBoQHDhxQkyZNbJ/LL79c06ZNU2ZmpnJycrR48WI9++yz+utf/6rY2Fj16dPHbYx9+/bZZ/gZY9StWze98847WrdundavX6+5c+dq6NChqlmzppYvX+6y7uHDh12236dPHy1YsEAbNmzQBx984BJOXXrppR6flbhr1y6dccYZNhQaOnSoli1bpuzsbL311ltKSUmxVzv5et8zMzNVuXJlO07//v01d+5cZWdna926dfr44481ZswYnX/++TLG6OWXX/b5/xPM/8fp8vLydMkll9h12rZtq1deeUWrV6/Wxo0btWzZMr388svq1auXEhIS1L59e7cxfH3enK+sTE5O1tixY/XFF18oKytLkydPtlftde7c2WeINXXqVLv8oYceUnZ2trZv367t27crNzfXpW9xP9+7du2yV6c6rjRNSEhwC5lPt2PHDtWsWdPOp2fPnnr33XeVlZWl7OxsLVy4UGPHjlXHjh1ljNEjjzziczxv/vWvf9ltjB8/Xl9++aXd559++smlb3kJCCXphRdesOPUqFFDjz32mD799FPl5OQoIyNDs2bN0gMPPKD69evLGKPNmze7jZGTk2PHWLx4sdf5xsbGqmvXrpo4caI+++wzbdiwQatXr9Zbb71lg1xH+O2N47mSvXr18rnfAAAAAOCMgBAAAABloqIGhJK0d+9eXXbZZS5XiXlrd911l8cxvv/+e5dn/HlrpweEjjk6btforXXu3FkHDhzwup/Lly+3IaGnNmbMmGIFLJmZmfZKQn/t7bff9jqON4EGhNKfIarzVZK+2pVXXum2vr/9fuqpp3yO+cgjj/gNsY4cOeIS9Dq304Oq4n6+JbkEk4GERNu2bSvW59GY4J9r99NPP7kEkc7t9ONAeQoIJemNN96wt6/11RISErxeBdi+fXufxwTn+fpqvXr18nploHNIPHfuXJ/7DQAAAADOCAgBAABQJipyQOiwYMEC9e/fX02aNFFSUpLi4+NVp04dderUSY888ojf226ePHlSM2bMUI8ePVS/fn3Fx8erSpUqSklJ0e23366PP/7Y4xWA0p+3G3zllVfUtWtX1apVS/Hx8apXr56uueYa/ec///F5a02HH3/8UUOGDNE555yjhIQE1atXTz169LDPLStuwJKXl6cpU6aoR48eatCggRISEpSYmKhGjRqpe/fuGjt2rLZu3ep3Pp4EExA6rFq1Svfee69atGihM844Q3FxcapZs6Y6dOigYcOGaeHChR7f3+Ls9yeffKLu3bvrzDPPVEJCgs4++2z17t1bn3/+uaTihVj79u3Tgw8+qFatWrmETyUJCCdPnuwSJr3//vt+13E4efKkZs2apT59+qhx48aqUqWKEhISVL9+fV1xxRV64okntGHDhmKP58mOHTt0zz33qFmzZkpMTKwwAaH05//XU089pc6dO6t27dqKi4tT1apVlZKSoj59+mjKlCnav3+/1/Udz+2sUaOGx9uMHjlyRPPmzdOQIUPUsWNHNW7cWImJiUpMTNRf/vIX9e3bVwsWLPA5x3HjxskYowYNGqigoMBnXwAAAABwRkAIAAAAAECIHTlyRHXq1JExRu+++27Ixy8qKrK3Bx4/fnzIxwcAAAAQ2QgIAQAAAAAoBS+99JKMMWrdunWxrvINxKxZs2SMUe3atXXkyJGQjg0AAAAg8hEQAgAAAABQCgoKCuyzJ+fMmROycU+dOqXzzjtPxhi9+uqrIRsXAAAAQPQgIAQAAAAAoJSsXLlSaWlpmjlzZsjG3LNnj9LS0jR27Fivzy0FAAAAAF8ICAEAAAAAAAAAAIAoQkAIAAAAAAAAAAAARBECQgAAAAAAAAAAACCKEBACAAAAAAAAAAAAUYSAEAAAAAAAAAAAAIgiBIQAAAAAAAAAAABAFCEgBAAAAAAAAAAAAKIIASEAAAAAAAAAAAAQRQgIAQAAAAAAAAAAgChCQAgAAAAAAAAAAABEEQJCAAAAAAAAAAAAIIoQEAIAAAAAAAAAAABRhIAQAAAAAAAAAAAAiCIEhAAAAAAAAAAAAEAUISAEAAAAAAAAAAAAoggBIQAAAAAAAAAAABBFCAgBAAAAAAAAAACAKEJACAAAAAAAAAAAAEQRAkIAAAAAAAAAAAAgihAQAgAAAAAAAAAAAFGEgBAAAAAAAAAAAACIIgSEAAAAAAAAAAAAQBQh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width=\"900\">" | |
|
11188 | ], | |
|
11189 | "text/plain": [ | |
|
11190 | "<IPython.core.display.HTML object>" | |
|
11191 | ] | |
|
11192 | }, | |
|
11193 | "metadata": {}, | |
|
11194 | "output_type": "display_data" | |
|
11195 | }, | |
|
11196 | { | |
|
11197 | "data": { | |
|
11198 | "application/javascript": [ | |
|
11199 | "/* Put everything inside the global mpl namespace */\n", | |
|
11200 | "window.mpl = {};\n", | |
|
11201 | "\n", | |
|
11202 | "\n", | |
|
11203 | "mpl.get_websocket_type = function() {\n", | |
|
11204 | " if (typeof(WebSocket) !== 'undefined') {\n", | |
|
11205 | " return WebSocket;\n", | |
|
11206 | " } else if (typeof(MozWebSocket) !== 'undefined') {\n", | |
|
11207 | " return MozWebSocket;\n", | |
|
11208 | " } else {\n", | |
|
11209 | " alert('Your browser does not have WebSocket support.' +\n", | |
|
11210 | " 'Please try Chrome, Safari or Firefox β₯ 6. ' +\n", | |
|
11211 | " 'Firefox 4 and 5 are also supported but you ' +\n", | |
|
11212 | " 'have to enable WebSockets in about:config.');\n", | |
|
11213 | " };\n", | |
|
11214 | "}\n", | |
|
11215 | "\n", | |
|
11216 | "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", | |
|
11217 | " this.id = figure_id;\n", | |
|
11218 | "\n", | |
|
11219 | " this.ws = websocket;\n", | |
|
11220 | "\n", | |
|
11221 | " this.supports_binary = (this.ws.binaryType != undefined);\n", | |
|
11222 | "\n", | |
|
11223 | " if (!this.supports_binary) {\n", | |
|
11224 | " var warnings = document.getElementById(\"mpl-warnings\");\n", | |
|
11225 | " if (warnings) {\n", | |
|
11226 | " warnings.style.display = 'block';\n", | |
|
11227 | " warnings.textContent = (\n", | |
|
11228 | " \"This browser does not support binary websocket messages. \" +\n", | |
|
11229 | " \"Performance may be slow.\");\n", | |
|
11230 | " }\n", | |
|
11231 | " }\n", | |
|
11232 | "\n", | |
|
11233 | " this.imageObj = new Image();\n", | |
|
11234 | "\n", | |
|
11235 | " this.context = undefined;\n", | |
|
11236 | " this.message = undefined;\n", | |
|
11237 | " this.canvas = undefined;\n", | |
|
11238 | " this.rubberband_canvas = undefined;\n", | |
|
11239 | " this.rubberband_context = undefined;\n", | |
|
11240 | " this.format_dropdown = undefined;\n", | |
|
11241 | "\n", | |
|
11242 | " this.image_mode = 'full';\n", | |
|
11243 | "\n", | |
|
11244 | " this.root = $('<div/>');\n", | |
|
11245 | " this._root_extra_style(this.root)\n", | |
|
11246 | " this.root.attr('style', 'display: inline-block');\n", | |
|
11247 | "\n", | |
|
11248 | " $(parent_element).append(this.root);\n", | |
|
11249 | "\n", | |
|
11250 | " this._init_header(this);\n", | |
|
11251 | " this._init_canvas(this);\n", | |
|
11252 | " this._init_toolbar(this);\n", | |
|
11253 | "\n", | |
|
11254 | " var fig = this;\n", | |
|
11255 | "\n", | |
|
11256 | " this.waiting = false;\n", | |
|
11257 | "\n", | |
|
11258 | " this.ws.onopen = function () {\n", | |
|
11259 | " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", | |
|
11260 | " fig.send_message(\"send_image_mode\", {});\n", | |
|
11261 | " if (mpl.ratio != 1) {\n", | |
|
11262 | " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", | |
|
11263 | " }\n", | |
|
11264 | " fig.send_message(\"refresh\", {});\n", | |
|
11265 | " }\n", | |
|
11266 | "\n", | |
|
11267 | " this.imageObj.onload = function() {\n", | |
|
11268 | " if (fig.image_mode == 'full') {\n", | |
|
11269 | " // Full images could contain transparency (where diff images\n", | |
|
11270 | " // almost always do), so we need to clear the canvas so that\n", | |
|
11271 | " // there is no ghosting.\n", | |
|
11272 | " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
11273 | " }\n", | |
|
11274 | " fig.context.drawImage(fig.imageObj, 0, 0);\n", | |
|
11275 | " };\n", | |
|
11276 | "\n", | |
|
11277 | " this.imageObj.onunload = function() {\n", | |
|
11278 | " fig.ws.close();\n", | |
|
11279 | " }\n", | |
|
11280 | "\n", | |
|
11281 | " this.ws.onmessage = this._make_on_message_function(this);\n", | |
|
11282 | "\n", | |
|
11283 | " this.ondownload = ondownload;\n", | |
|
11284 | "}\n", | |
|
11285 | "\n", | |
|
11286 | "mpl.figure.prototype._init_header = function() {\n", | |
|
11287 | " var titlebar = $(\n", | |
|
11288 | " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n", | |
|
11289 | " 'ui-helper-clearfix\"/>');\n", | |
|
11290 | " var titletext = $(\n", | |
|
11291 | " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n", | |
|
11292 | " 'text-align: center; padding: 3px;\"/>');\n", | |
|
11293 | " titlebar.append(titletext)\n", | |
|
11294 | " this.root.append(titlebar);\n", | |
|
11295 | " this.header = titletext[0];\n", | |
|
11296 | "}\n", | |
|
11297 | "\n", | |
|
11298 | "\n", | |
|
11299 | "\n", | |
|
11300 | "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", | |
|
11301 | "\n", | |
|
11302 | "}\n", | |
|
11303 | "\n", | |
|
11304 | "\n", | |
|
11305 | "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", | |
|
11306 | "\n", | |
|
11307 | "}\n", | |
|
11308 | "\n", | |
|
11309 | "mpl.figure.prototype._init_canvas = function() {\n", | |
|
11310 | " var fig = this;\n", | |
|
11311 | "\n", | |
|
11312 | " var canvas_div = $('<div/>');\n", | |
|
11313 | "\n", | |
|
11314 | " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", | |
|
11315 | "\n", | |
|
11316 | " function canvas_keyboard_event(event) {\n", | |
|
11317 | " return fig.key_event(event, event['data']);\n", | |
|
11318 | " }\n", | |
|
11319 | "\n", | |
|
11320 | " canvas_div.keydown('key_press', canvas_keyboard_event);\n", | |
|
11321 | " canvas_div.keyup('key_release', canvas_keyboard_event);\n", | |
|
11322 | " this.canvas_div = canvas_div\n", | |
|
11323 | " this._canvas_extra_style(canvas_div)\n", | |
|
11324 | " this.root.append(canvas_div);\n", | |
|
11325 | "\n", | |
|
11326 | " var canvas = $('<canvas/>');\n", | |
|
11327 | " canvas.addClass('mpl-canvas');\n", | |
|
11328 | " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", | |
|
11329 | "\n", | |
|
11330 | " this.canvas = canvas[0];\n", | |
|
11331 | " this.context = canvas[0].getContext(\"2d\");\n", | |
|
11332 | "\n", | |
|
11333 | " var backingStore = this.context.backingStorePixelRatio ||\n", | |
|
11334 | "\tthis.context.webkitBackingStorePixelRatio ||\n", | |
|
11335 | "\tthis.context.mozBackingStorePixelRatio ||\n", | |
|
11336 | "\tthis.context.msBackingStorePixelRatio ||\n", | |
|
11337 | "\tthis.context.oBackingStorePixelRatio ||\n", | |
|
11338 | "\tthis.context.backingStorePixelRatio || 1;\n", | |
|
11339 | "\n", | |
|
11340 | " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", | |
|
11341 | "\n", | |
|
11342 | " var rubberband = $('<canvas/>');\n", | |
|
11343 | " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", | |
|
11344 | "\n", | |
|
11345 | " var pass_mouse_events = true;\n", | |
|
11346 | "\n", | |
|
11347 | " canvas_div.resizable({\n", | |
|
11348 | " start: function(event, ui) {\n", | |
|
11349 | " pass_mouse_events = false;\n", | |
|
11350 | " },\n", | |
|
11351 | " resize: function(event, ui) {\n", | |
|
11352 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
11353 | " },\n", | |
|
11354 | " stop: function(event, ui) {\n", | |
|
11355 | " pass_mouse_events = true;\n", | |
|
11356 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
11357 | " },\n", | |
|
11358 | " });\n", | |
|
11359 | "\n", | |
|
11360 | " function mouse_event_fn(event) {\n", | |
|
11361 | " if (pass_mouse_events)\n", | |
|
11362 | " return fig.mouse_event(event, event['data']);\n", | |
|
11363 | " }\n", | |
|
11364 | "\n", | |
|
11365 | " rubberband.mousedown('button_press', mouse_event_fn);\n", | |
|
11366 | " rubberband.mouseup('button_release', mouse_event_fn);\n", | |
|
11367 | " // Throttle sequential mouse events to 1 every 20ms.\n", | |
|
11368 | " rubberband.mousemove('motion_notify', mouse_event_fn);\n", | |
|
11369 | "\n", | |
|
11370 | " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", | |
|
11371 | " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", | |
|
11372 | "\n", | |
|
11373 | " canvas_div.on(\"wheel\", function (event) {\n", | |
|
11374 | " event = event.originalEvent;\n", | |
|
11375 | " event['data'] = 'scroll'\n", | |
|
11376 | " if (event.deltaY < 0) {\n", | |
|
11377 | " event.step = 1;\n", | |
|
11378 | " } else {\n", | |
|
11379 | " event.step = -1;\n", | |
|
11380 | " }\n", | |
|
11381 | " mouse_event_fn(event);\n", | |
|
11382 | " });\n", | |
|
11383 | "\n", | |
|
11384 | " canvas_div.append(canvas);\n", | |
|
11385 | " canvas_div.append(rubberband);\n", | |
|
11386 | "\n", | |
|
11387 | " this.rubberband = rubberband;\n", | |
|
11388 | " this.rubberband_canvas = rubberband[0];\n", | |
|
11389 | " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", | |
|
11390 | " this.rubberband_context.strokeStyle = \"#000000\";\n", | |
|
11391 | "\n", | |
|
11392 | " this._resize_canvas = function(width, height) {\n", | |
|
11393 | " // Keep the size of the canvas, canvas container, and rubber band\n", | |
|
11394 | " // canvas in synch.\n", | |
|
11395 | " canvas_div.css('width', width)\n", | |
|
11396 | " canvas_div.css('height', height)\n", | |
|
11397 | "\n", | |
|
11398 | " canvas.attr('width', width * mpl.ratio);\n", | |
|
11399 | " canvas.attr('height', height * mpl.ratio);\n", | |
|
11400 | " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", | |
|
11401 | "\n", | |
|
11402 | " rubberband.attr('width', width);\n", | |
|
11403 | " rubberband.attr('height', height);\n", | |
|
11404 | " }\n", | |
|
11405 | "\n", | |
|
11406 | " // Set the figure to an initial 600x600px, this will subsequently be updated\n", | |
|
11407 | " // upon first draw.\n", | |
|
11408 | " this._resize_canvas(600, 600);\n", | |
|
11409 | "\n", | |
|
11410 | " // Disable right mouse context menu.\n", | |
|
11411 | " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", | |
|
11412 | " return false;\n", | |
|
11413 | " });\n", | |
|
11414 | "\n", | |
|
11415 | " function set_focus () {\n", | |
|
11416 | " canvas.focus();\n", | |
|
11417 | " canvas_div.focus();\n", | |
|
11418 | " }\n", | |
|
11419 | "\n", | |
|
11420 | " window.setTimeout(set_focus, 100);\n", | |
|
11421 | "}\n", | |
|
11422 | "\n", | |
|
11423 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
11424 | " var fig = this;\n", | |
|
11425 | "\n", | |
|
11426 | " var nav_element = $('<div/>')\n", | |
|
11427 | " nav_element.attr('style', 'width: 100%');\n", | |
|
11428 | " this.root.append(nav_element);\n", | |
|
11429 | "\n", | |
|
11430 | " // Define a callback function for later on.\n", | |
|
11431 | " function toolbar_event(event) {\n", | |
|
11432 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
11433 | " }\n", | |
|
11434 | " function toolbar_mouse_event(event) {\n", | |
|
11435 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
11436 | " }\n", | |
|
11437 | "\n", | |
|
11438 | " for(var toolbar_ind in mpl.toolbar_items) {\n", | |
|
11439 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
11440 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
11441 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
11442 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
11443 | "\n", | |
|
11444 | " if (!name) {\n", | |
|
11445 | " // put a spacer in here.\n", | |
|
11446 | " continue;\n", | |
|
11447 | " }\n", | |
|
11448 | " var button = $('<button/>');\n", | |
|
11449 | " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n", | |
|
11450 | " 'ui-button-icon-only');\n", | |
|
11451 | " button.attr('role', 'button');\n", | |
|
11452 | " button.attr('aria-disabled', 'false');\n", | |
|
11453 | " button.click(method_name, toolbar_event);\n", | |
|
11454 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
11455 | "\n", | |
|
11456 | " var icon_img = $('<span/>');\n", | |
|
11457 | " icon_img.addClass('ui-button-icon-primary ui-icon');\n", | |
|
11458 | " icon_img.addClass(image);\n", | |
|
11459 | " icon_img.addClass('ui-corner-all');\n", | |
|
11460 | "\n", | |
|
11461 | " var tooltip_span = $('<span/>');\n", | |
|
11462 | " tooltip_span.addClass('ui-button-text');\n", | |
|
11463 | " tooltip_span.html(tooltip);\n", | |
|
11464 | "\n", | |
|
11465 | " button.append(icon_img);\n", | |
|
11466 | " button.append(tooltip_span);\n", | |
|
11467 | "\n", | |
|
11468 | " nav_element.append(button);\n", | |
|
11469 | " }\n", | |
|
11470 | "\n", | |
|
11471 | " var fmt_picker_span = $('<span/>');\n", | |
|
11472 | "\n", | |
|
11473 | " var fmt_picker = $('<select/>');\n", | |
|
11474 | " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n", | |
|
11475 | " fmt_picker_span.append(fmt_picker);\n", | |
|
11476 | " nav_element.append(fmt_picker_span);\n", | |
|
11477 | " this.format_dropdown = fmt_picker[0];\n", | |
|
11478 | "\n", | |
|
11479 | " for (var ind in mpl.extensions) {\n", | |
|
11480 | " var fmt = mpl.extensions[ind];\n", | |
|
11481 | " var option = $(\n", | |
|
11482 | " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n", | |
|
11483 | " fmt_picker.append(option)\n", | |
|
11484 | " }\n", | |
|
11485 | "\n", | |
|
11486 | " // Add hover states to the ui-buttons\n", | |
|
11487 | " $( \".ui-button\" ).hover(\n", | |
|
11488 | " function() { $(this).addClass(\"ui-state-hover\");},\n", | |
|
11489 | " function() { $(this).removeClass(\"ui-state-hover\");}\n", | |
|
11490 | " );\n", | |
|
11491 | "\n", | |
|
11492 | " var status_bar = $('<span class=\"mpl-message\"/>');\n", | |
|
11493 | " nav_element.append(status_bar);\n", | |
|
11494 | " this.message = status_bar[0];\n", | |
|
11495 | "}\n", | |
|
11496 | "\n", | |
|
11497 | "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n", | |
|
11498 | " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", | |
|
11499 | " // which will in turn request a refresh of the image.\n", | |
|
11500 | " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n", | |
|
11501 | "}\n", | |
|
11502 | "\n", | |
|
11503 | "mpl.figure.prototype.send_message = function(type, properties) {\n", | |
|
11504 | " properties['type'] = type;\n", | |
|
11505 | " properties['figure_id'] = this.id;\n", | |
|
11506 | " this.ws.send(JSON.stringify(properties));\n", | |
|
11507 | "}\n", | |
|
11508 | "\n", | |
|
11509 | "mpl.figure.prototype.send_draw_message = function() {\n", | |
|
11510 | " if (!this.waiting) {\n", | |
|
11511 | " this.waiting = true;\n", | |
|
11512 | " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n", | |
|
11513 | " }\n", | |
|
11514 | "}\n", | |
|
11515 | "\n", | |
|
11516 | "\n", | |
|
11517 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
11518 | " var format_dropdown = fig.format_dropdown;\n", | |
|
11519 | " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", | |
|
11520 | " fig.ondownload(fig, format);\n", | |
|
11521 | "}\n", | |
|
11522 | "\n", | |
|
11523 | "\n", | |
|
11524 | "mpl.figure.prototype.handle_resize = function(fig, msg) {\n", | |
|
11525 | " var size = msg['size'];\n", | |
|
11526 | " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n", | |
|
11527 | " fig._resize_canvas(size[0], size[1]);\n", | |
|
11528 | " fig.send_message(\"refresh\", {});\n", | |
|
11529 | " };\n", | |
|
11530 | "}\n", | |
|
11531 | "\n", | |
|
11532 | "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n", | |
|
11533 | " var x0 = msg['x0'] / mpl.ratio;\n", | |
|
11534 | " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n", | |
|
11535 | " var x1 = msg['x1'] / mpl.ratio;\n", | |
|
11536 | " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n", | |
|
11537 | " x0 = Math.floor(x0) + 0.5;\n", | |
|
11538 | " y0 = Math.floor(y0) + 0.5;\n", | |
|
11539 | " x1 = Math.floor(x1) + 0.5;\n", | |
|
11540 | " y1 = Math.floor(y1) + 0.5;\n", | |
|
11541 | " var min_x = Math.min(x0, x1);\n", | |
|
11542 | " var min_y = Math.min(y0, y1);\n", | |
|
11543 | " var width = Math.abs(x1 - x0);\n", | |
|
11544 | " var height = Math.abs(y1 - y0);\n", | |
|
11545 | "\n", | |
|
11546 | " fig.rubberband_context.clearRect(\n", | |
|
11547 | " 0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
11548 | "\n", | |
|
11549 | " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", | |
|
11550 | "}\n", | |
|
11551 | "\n", | |
|
11552 | "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n", | |
|
11553 | " // Updates the figure title.\n", | |
|
11554 | " fig.header.textContent = msg['label'];\n", | |
|
11555 | "}\n", | |
|
11556 | "\n", | |
|
11557 | "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n", | |
|
11558 | " var cursor = msg['cursor'];\n", | |
|
11559 | " switch(cursor)\n", | |
|
11560 | " {\n", | |
|
11561 | " case 0:\n", | |
|
11562 | " cursor = 'pointer';\n", | |
|
11563 | " break;\n", | |
|
11564 | " case 1:\n", | |
|
11565 | " cursor = 'default';\n", | |
|
11566 | " break;\n", | |
|
11567 | " case 2:\n", | |
|
11568 | " cursor = 'crosshair';\n", | |
|
11569 | " break;\n", | |
|
11570 | " case 3:\n", | |
|
11571 | " cursor = 'move';\n", | |
|
11572 | " break;\n", | |
|
11573 | " }\n", | |
|
11574 | " fig.rubberband_canvas.style.cursor = cursor;\n", | |
|
11575 | "}\n", | |
|
11576 | "\n", | |
|
11577 | "mpl.figure.prototype.handle_message = function(fig, msg) {\n", | |
|
11578 | " fig.message.textContent = msg['message'];\n", | |
|
11579 | "}\n", | |
|
11580 | "\n", | |
|
11581 | "mpl.figure.prototype.handle_draw = function(fig, msg) {\n", | |
|
11582 | " // Request the server to send over a new figure.\n", | |
|
11583 | " fig.send_draw_message();\n", | |
|
11584 | "}\n", | |
|
11585 | "\n", | |
|
11586 | "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n", | |
|
11587 | " fig.image_mode = msg['mode'];\n", | |
|
11588 | "}\n", | |
|
11589 | "\n", | |
|
11590 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
11591 | " // Called whenever the canvas gets updated.\n", | |
|
11592 | " this.send_message(\"ack\", {});\n", | |
|
11593 | "}\n", | |
|
11594 | "\n", | |
|
11595 | "// A function to construct a web socket function for onmessage handling.\n", | |
|
11596 | "// Called in the figure constructor.\n", | |
|
11597 | "mpl.figure.prototype._make_on_message_function = function(fig) {\n", | |
|
11598 | " return function socket_on_message(evt) {\n", | |
|
11599 | " if (evt.data instanceof Blob) {\n", | |
|
11600 | " /* FIXME: We get \"Resource interpreted as Image but\n", | |
|
11601 | " * transferred with MIME type text/plain:\" errors on\n", | |
|
11602 | " * Chrome. But how to set the MIME type? It doesn't seem\n", | |
|
11603 | " * to be part of the websocket stream */\n", | |
|
11604 | " evt.data.type = \"image/png\";\n", | |
|
11605 | "\n", | |
|
11606 | " /* Free the memory for the previous frames */\n", | |
|
11607 | " if (fig.imageObj.src) {\n", | |
|
11608 | " (window.URL || window.webkitURL).revokeObjectURL(\n", | |
|
11609 | " fig.imageObj.src);\n", | |
|
11610 | " }\n", | |
|
11611 | "\n", | |
|
11612 | " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", | |
|
11613 | " evt.data);\n", | |
|
11614 | " fig.updated_canvas_event();\n", | |
|
11615 | " fig.waiting = false;\n", | |
|
11616 | " return;\n", | |
|
11617 | " }\n", | |
|
11618 | " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n", | |
|
11619 | " fig.imageObj.src = evt.data;\n", | |
|
11620 | " fig.updated_canvas_event();\n", | |
|
11621 | " fig.waiting = false;\n", | |
|
11622 | " return;\n", | |
|
11623 | " }\n", | |
|
11624 | "\n", | |
|
11625 | " var msg = JSON.parse(evt.data);\n", | |
|
11626 | " var msg_type = msg['type'];\n", | |
|
11627 | "\n", | |
|
11628 | " // Call the \"handle_{type}\" callback, which takes\n", | |
|
11629 | " // the figure and JSON message as its only arguments.\n", | |
|
11630 | " try {\n", | |
|
11631 | " var callback = fig[\"handle_\" + msg_type];\n", | |
|
11632 | " } catch (e) {\n", | |
|
11633 | " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n", | |
|
11634 | " return;\n", | |
|
11635 | " }\n", | |
|
11636 | "\n", | |
|
11637 | " if (callback) {\n", | |
|
11638 | " try {\n", | |
|
11639 | " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", | |
|
11640 | " callback(fig, msg);\n", | |
|
11641 | " } catch (e) {\n", | |
|
11642 | " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n", | |
|
11643 | " }\n", | |
|
11644 | " }\n", | |
|
11645 | " };\n", | |
|
11646 | "}\n", | |
|
11647 | "\n", | |
|
11648 | "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", | |
|
11649 | "mpl.findpos = function(e) {\n", | |
|
11650 | " //this section is from http://www.quirksmode.org/js/events_properties.html\n", | |
|
11651 | " var targ;\n", | |
|
11652 | " if (!e)\n", | |
|
11653 | " e = window.event;\n", | |
|
11654 | " if (e.target)\n", | |
|
11655 | " targ = e.target;\n", | |
|
11656 | " else if (e.srcElement)\n", | |
|
11657 | " targ = e.srcElement;\n", | |
|
11658 | " if (targ.nodeType == 3) // defeat Safari bug\n", | |
|
11659 | " targ = targ.parentNode;\n", | |
|
11660 | "\n", | |
|
11661 | " // jQuery normalizes the pageX and pageY\n", | |
|
11662 | " // pageX,Y are the mouse positions relative to the document\n", | |
|
11663 | " // offset() returns the position of the element relative to the document\n", | |
|
11664 | " var x = e.pageX - $(targ).offset().left;\n", | |
|
11665 | " var y = e.pageY - $(targ).offset().top;\n", | |
|
11666 | "\n", | |
|
11667 | " return {\"x\": x, \"y\": y};\n", | |
|
11668 | "};\n", | |
|
11669 | "\n", | |
|
11670 | "/*\n", | |
|
11671 | " * return a copy of an object with only non-object keys\n", | |
|
11672 | " * we need this to avoid circular references\n", | |
|
11673 | " * http://stackoverflow.com/a/24161582/3208463\n", | |
|
11674 | " */\n", | |
|
11675 | "function simpleKeys (original) {\n", | |
|
11676 | " return Object.keys(original).reduce(function (obj, key) {\n", | |
|
11677 | " if (typeof original[key] !== 'object')\n", | |
|
11678 | " obj[key] = original[key]\n", | |
|
11679 | " return obj;\n", | |
|
11680 | " }, {});\n", | |
|
11681 | "}\n", | |
|
11682 | "\n", | |
|
11683 | "mpl.figure.prototype.mouse_event = function(event, name) {\n", | |
|
11684 | " var canvas_pos = mpl.findpos(event)\n", | |
|
11685 | "\n", | |
|
11686 | " if (name === 'button_press')\n", | |
|
11687 | " {\n", | |
|
11688 | " this.canvas.focus();\n", | |
|
11689 | " this.canvas_div.focus();\n", | |
|
11690 | " }\n", | |
|
11691 | "\n", | |
|
11692 | " var x = canvas_pos.x * mpl.ratio;\n", | |
|
11693 | " var y = canvas_pos.y * mpl.ratio;\n", | |
|
11694 | "\n", | |
|
11695 | " this.send_message(name, {x: x, y: y, button: event.button,\n", | |
|
11696 | " step: event.step,\n", | |
|
11697 | " guiEvent: simpleKeys(event)});\n", | |
|
11698 | "\n", | |
|
11699 | " /* This prevents the web browser from automatically changing to\n", | |
|
11700 | " * the text insertion cursor when the button is pressed. We want\n", | |
|
11701 | " * to control all of the cursor setting manually through the\n", | |
|
11702 | " * 'cursor' event from matplotlib */\n", | |
|
11703 | " event.preventDefault();\n", | |
|
11704 | " return false;\n", | |
|
11705 | "}\n", | |
|
11706 | "\n", | |
|
11707 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
11708 | " // Handle any extra behaviour associated with a key event\n", | |
|
11709 | "}\n", | |
|
11710 | "\n", | |
|
11711 | "mpl.figure.prototype.key_event = function(event, name) {\n", | |
|
11712 | "\n", | |
|
11713 | " // Prevent repeat events\n", | |
|
11714 | " if (name == 'key_press')\n", | |
|
11715 | " {\n", | |
|
11716 | " if (event.which === this._key)\n", | |
|
11717 | " return;\n", | |
|
11718 | " else\n", | |
|
11719 | " this._key = event.which;\n", | |
|
11720 | " }\n", | |
|
11721 | " if (name == 'key_release')\n", | |
|
11722 | " this._key = null;\n", | |
|
11723 | "\n", | |
|
11724 | " var value = '';\n", | |
|
11725 | " if (event.ctrlKey && event.which != 17)\n", | |
|
11726 | " value += \"ctrl+\";\n", | |
|
11727 | " if (event.altKey && event.which != 18)\n", | |
|
11728 | " value += \"alt+\";\n", | |
|
11729 | " if (event.shiftKey && event.which != 16)\n", | |
|
11730 | " value += \"shift+\";\n", | |
|
11731 | "\n", | |
|
11732 | " value += 'k';\n", | |
|
11733 | " value += event.which.toString();\n", | |
|
11734 | "\n", | |
|
11735 | " this._key_event_extra(event, name);\n", | |
|
11736 | "\n", | |
|
11737 | " this.send_message(name, {key: value,\n", | |
|
11738 | " guiEvent: simpleKeys(event)});\n", | |
|
11739 | " return false;\n", | |
|
11740 | "}\n", | |
|
11741 | "\n", | |
|
11742 | "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n", | |
|
11743 | " if (name == 'download') {\n", | |
|
11744 | " this.handle_save(this, null);\n", | |
|
11745 | " } else {\n", | |
|
11746 | " this.send_message(\"toolbar_button\", {name: name});\n", | |
|
11747 | " }\n", | |
|
11748 | "};\n", | |
|
11749 | "\n", | |
|
11750 | "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n", | |
|
11751 | " this.message.textContent = tooltip;\n", | |
|
11752 | "};\n", | |
|
11753 | "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", | |
|
11754 | "\n", | |
|
11755 | "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", | |
|
11756 | "\n", | |
|
11757 | "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", | |
|
11758 | " // Create a \"websocket\"-like object which calls the given IPython comm\n", | |
|
11759 | " // object with the appropriate methods. Currently this is a non binary\n", | |
|
11760 | " // socket, so there is still some room for performance tuning.\n", | |
|
11761 | " var ws = {};\n", | |
|
11762 | "\n", | |
|
11763 | " ws.close = function() {\n", | |
|
11764 | " comm.close()\n", | |
|
11765 | " };\n", | |
|
11766 | " ws.send = function(m) {\n", | |
|
11767 | " //console.log('sending', m);\n", | |
|
11768 | " comm.send(m);\n", | |
|
11769 | " };\n", | |
|
11770 | " // Register the callback with on_msg.\n", | |
|
11771 | " comm.on_msg(function(msg) {\n", | |
|
11772 | " //console.log('receiving', msg['content']['data'], msg);\n", | |
|
11773 | " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", | |
|
11774 | " ws.onmessage(msg['content']['data'])\n", | |
|
11775 | " });\n", | |
|
11776 | " return ws;\n", | |
|
11777 | "}\n", | |
|
11778 | "\n", | |
|
11779 | "mpl.mpl_figure_comm = function(comm, msg) {\n", | |
|
11780 | " // This is the function which gets called when the mpl process\n", | |
|
11781 | " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", | |
|
11782 | "\n", | |
|
11783 | " var id = msg.content.data.id;\n", | |
|
11784 | " // Get hold of the div created by the display call when the Comm\n", | |
|
11785 | " // socket was opened in Python.\n", | |
|
11786 | " var element = $(\"#\" + id);\n", | |
|
11787 | " var ws_proxy = comm_websocket_adapter(comm)\n", | |
|
11788 | "\n", | |
|
11789 | " function ondownload(figure, format) {\n", | |
|
11790 | " window.open(figure.imageObj.src);\n", | |
|
11791 | " }\n", | |
|
11792 | "\n", | |
|
11793 | " var fig = new mpl.figure(id, ws_proxy,\n", | |
|
11794 | " ondownload,\n", | |
|
11795 | " element.get(0));\n", | |
|
11796 | "\n", | |
|
11797 | " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", | |
|
11798 | " // web socket which is closed, not our websocket->open comm proxy.\n", | |
|
11799 | " ws_proxy.onopen();\n", | |
|
11800 | "\n", | |
|
11801 | " fig.parent_element = element.get(0);\n", | |
|
11802 | " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", | |
|
11803 | " if (!fig.cell_info) {\n", | |
|
11804 | " console.error(\"Failed to find cell for figure\", id, fig);\n", | |
|
11805 | " return;\n", | |
|
11806 | " }\n", | |
|
11807 | "\n", | |
|
11808 | " var output_index = fig.cell_info[2]\n", | |
|
11809 | " var cell = fig.cell_info[0];\n", | |
|
11810 | "\n", | |
|
11811 | "};\n", | |
|
11812 | "\n", | |
|
11813 | "mpl.figure.prototype.handle_close = function(fig, msg) {\n", | |
|
11814 | " var width = fig.canvas.width/mpl.ratio\n", | |
|
11815 | " fig.root.unbind('remove')\n", | |
|
11816 | "\n", | |
|
11817 | " // Update the output cell to use the data from the current canvas.\n", | |
|
11818 | " fig.push_to_output();\n", | |
|
11819 | " var dataURL = fig.canvas.toDataURL();\n", | |
|
11820 | " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", | |
|
11821 | " // the notebook keyboard shortcuts fail.\n", | |
|
11822 | " IPython.keyboard_manager.enable()\n", | |
|
11823 | " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n", | |
|
11824 | " fig.close_ws(fig, msg);\n", | |
|
11825 | "}\n", | |
|
11826 | "\n", | |
|
11827 | "mpl.figure.prototype.close_ws = function(fig, msg){\n", | |
|
11828 | " fig.send_message('closing', msg);\n", | |
|
11829 | " // fig.ws.close()\n", | |
|
11830 | "}\n", | |
|
11831 | "\n", | |
|
11832 | "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n", | |
|
11833 | " // Turn the data on the canvas into data in the output cell.\n", | |
|
11834 | " var width = this.canvas.width/mpl.ratio\n", | |
|
11835 | " var dataURL = this.canvas.toDataURL();\n", | |
|
11836 | " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", | |
|
11837 | "}\n", | |
|
11838 | "\n", | |
|
11839 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
11840 | " // Tell IPython that the notebook contents must change.\n", | |
|
11841 | " IPython.notebook.set_dirty(true);\n", | |
|
11842 | " this.send_message(\"ack\", {});\n", | |
|
11843 | " var fig = this;\n", | |
|
11844 | " // Wait a second, then push the new image to the DOM so\n", | |
|
11845 | " // that it is saved nicely (might be nice to debounce this).\n", | |
|
11846 | " setTimeout(function () { fig.push_to_output() }, 1000);\n", | |
|
11847 | "}\n", | |
|
11848 | "\n", | |
|
11849 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
11850 | " var fig = this;\n", | |
|
11851 | "\n", | |
|
11852 | " var nav_element = $('<div/>')\n", | |
|
11853 | " nav_element.attr('style', 'width: 100%');\n", | |
|
11854 | " this.root.append(nav_element);\n", | |
|
11855 | "\n", | |
|
11856 | " // Define a callback function for later on.\n", | |
|
11857 | " function toolbar_event(event) {\n", | |
|
11858 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
11859 | " }\n", | |
|
11860 | " function toolbar_mouse_event(event) {\n", | |
|
11861 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
11862 | " }\n", | |
|
11863 | "\n", | |
|
11864 | " for(var toolbar_ind in mpl.toolbar_items){\n", | |
|
11865 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
11866 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
11867 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
11868 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
11869 | "\n", | |
|
11870 | " if (!name) { continue; };\n", | |
|
11871 | "\n", | |
|
11872 | " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n", | |
|
11873 | " button.click(method_name, toolbar_event);\n", | |
|
11874 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
11875 | " nav_element.append(button);\n", | |
|
11876 | " }\n", | |
|
11877 | "\n", | |
|
11878 | " // Add the status bar.\n", | |
|
11879 | " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n", | |
|
11880 | " nav_element.append(status_bar);\n", | |
|
11881 | " this.message = status_bar[0];\n", | |
|
11882 | "\n", | |
|
11883 | " // Add the close button to the window.\n", | |
|
11884 | " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n", | |
|
11885 | " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n", | |
|
11886 | " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", | |
|
11887 | " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", | |
|
11888 | " buttongrp.append(button);\n", | |
|
11889 | " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", | |
|
11890 | " titlebar.prepend(buttongrp);\n", | |
|
11891 | "}\n", | |
|
11892 | "\n", | |
|
11893 | "mpl.figure.prototype._root_extra_style = function(el){\n", | |
|
11894 | " var fig = this\n", | |
|
11895 | " el.on(\"remove\", function(){\n", | |
|
11896 | "\tfig.close_ws(fig, {});\n", | |
|
11897 | " });\n", | |
|
11898 | "}\n", | |
|
11899 | "\n", | |
|
11900 | "mpl.figure.prototype._canvas_extra_style = function(el){\n", | |
|
11901 | " // this is important to make the div 'focusable\n", | |
|
11902 | " el.attr('tabindex', 0)\n", | |
|
11903 | " // reach out to IPython and tell the keyboard manager to turn it's self\n", | |
|
11904 | " // off when our div gets focus\n", | |
|
11905 | "\n", | |
|
11906 | " // location in version 3\n", | |
|
11907 | " if (IPython.notebook.keyboard_manager) {\n", | |
|
11908 | " IPython.notebook.keyboard_manager.register_events(el);\n", | |
|
11909 | " }\n", | |
|
11910 | " else {\n", | |
|
11911 | " // location in version 2\n", | |
|
11912 | " IPython.keyboard_manager.register_events(el);\n", | |
|
11913 | " }\n", | |
|
11914 | "\n", | |
|
11915 | "}\n", | |
|
11916 | "\n", | |
|
11917 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
11918 | " var manager = IPython.notebook.keyboard_manager;\n", | |
|
11919 | " if (!manager)\n", | |
|
11920 | " manager = IPython.keyboard_manager;\n", | |
|
11921 | "\n", | |
|
11922 | " // Check for shift+enter\n", | |
|
11923 | " if (event.shiftKey && event.which == 13) {\n", | |
|
11924 | " this.canvas_div.blur();\n", | |
|
11925 | " event.shiftKey = false;\n", | |
|
11926 | " // Send a \"J\" for go to next cell\n", | |
|
11927 | " event.which = 74;\n", | |
|
11928 | " event.keyCode = 74;\n", | |
|
11929 | " manager.command_mode();\n", | |
|
11930 | " manager.handle_keydown(event);\n", | |
|
11931 | " }\n", | |
|
11932 | "}\n", | |
|
11933 | "\n", | |
|
11934 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
11935 | " fig.ondownload(fig, null);\n", | |
|
11936 | "}\n", | |
|
11937 | "\n", | |
|
11938 | "\n", | |
|
11939 | "mpl.find_output_cell = function(html_output) {\n", | |
|
11940 | " // Return the cell and output element which can be found *uniquely* in the notebook.\n", | |
|
11941 | " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", | |
|
11942 | " // IPython event is triggered only after the cells have been serialised, which for\n", | |
|
11943 | " // our purposes (turning an active figure into a static one), is too late.\n", | |
|
11944 | " var cells = IPython.notebook.get_cells();\n", | |
|
11945 | " var ncells = cells.length;\n", | |
|
11946 | " for (var i=0; i<ncells; i++) {\n", | |
|
11947 | " var cell = cells[i];\n", | |
|
11948 | " if (cell.cell_type === 'code'){\n", | |
|
11949 | " for (var j=0; j<cell.output_area.outputs.length; j++) {\n", | |
|
11950 | " var data = cell.output_area.outputs[j];\n", | |
|
11951 | " if (data.data) {\n", | |
|
11952 | " // IPython >= 3 moved mimebundle to data attribute of output\n", | |
|
11953 | " data = data.data;\n", | |
|
11954 | " }\n", | |
|
11955 | " if (data['text/html'] == html_output) {\n", | |
|
11956 | " return [cell, data, j];\n", | |
|
11957 | " }\n", | |
|
11958 | " }\n", | |
|
11959 | " }\n", | |
|
11960 | " }\n", | |
|
11961 | "}\n", | |
|
11962 | "\n", | |
|
11963 | "// Register the function which deals with the matplotlib target/channel.\n", | |
|
11964 | "// The kernel may be null if the page has been refreshed.\n", | |
|
11965 | "if (IPython.notebook.kernel != null) {\n", | |
|
11966 | " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", | |
|
11967 | "}\n" | |
|
11968 | ], | |
|
11969 | "text/plain": [ | |
|
11970 | "<IPython.core.display.Javascript object>" | |
|
11971 | ] | |
|
11972 | }, | |
|
11973 | "metadata": {}, | |
|
11974 | "output_type": "display_data" | |
|
11975 | }, | |
|
11976 | { | |
|
11977 | "data": { | |
|
11978 | "text/html": [ | |
|
11979 | "<img 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width=\"900\">" | |
|
11980 | ], | |
|
11981 | "text/plain": [ | |
|
11982 | "<IPython.core.display.HTML object>" | |
|
11983 | ] | |
|
11984 | }, | |
|
11985 | "metadata": {}, | |
|
11986 | "output_type": "display_data" | |
|
11987 | }, | |
|
11988 | { | |
|
11989 | "data": { | |
|
11990 | "application/javascript": [ | |
|
11991 | "/* Put everything inside the global mpl namespace */\n", | |
|
11992 | "window.mpl = {};\n", | |
|
11993 | "\n", | |
|
11994 | "\n", | |
|
11995 | "mpl.get_websocket_type = function() {\n", | |
|
11996 | " if (typeof(WebSocket) !== 'undefined') {\n", | |
|
11997 | " return WebSocket;\n", | |
|
11998 | " } else if (typeof(MozWebSocket) !== 'undefined') {\n", | |
|
11999 | " return MozWebSocket;\n", | |
|
12000 | " } else {\n", | |
|
12001 | " alert('Your browser does not have WebSocket support.' +\n", | |
|
12002 | " 'Please try Chrome, Safari or Firefox β₯ 6. ' +\n", | |
|
12003 | " 'Firefox 4 and 5 are also supported but you ' +\n", | |
|
12004 | " 'have to enable WebSockets in about:config.');\n", | |
|
12005 | " };\n", | |
|
12006 | "}\n", | |
|
12007 | "\n", | |
|
12008 | "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", | |
|
12009 | " this.id = figure_id;\n", | |
|
12010 | "\n", | |
|
12011 | " this.ws = websocket;\n", | |
|
12012 | "\n", | |
|
12013 | " this.supports_binary = (this.ws.binaryType != undefined);\n", | |
|
12014 | "\n", | |
|
12015 | " if (!this.supports_binary) {\n", | |
|
12016 | " var warnings = document.getElementById(\"mpl-warnings\");\n", | |
|
12017 | " if (warnings) {\n", | |
|
12018 | " warnings.style.display = 'block';\n", | |
|
12019 | " warnings.textContent = (\n", | |
|
12020 | " \"This browser does not support binary websocket messages. \" +\n", | |
|
12021 | " \"Performance may be slow.\");\n", | |
|
12022 | " }\n", | |
|
12023 | " }\n", | |
|
12024 | "\n", | |
|
12025 | " this.imageObj = new Image();\n", | |
|
12026 | "\n", | |
|
12027 | " this.context = undefined;\n", | |
|
12028 | " this.message = undefined;\n", | |
|
12029 | " this.canvas = undefined;\n", | |
|
12030 | " this.rubberband_canvas = undefined;\n", | |
|
12031 | " this.rubberband_context = undefined;\n", | |
|
12032 | " this.format_dropdown = undefined;\n", | |
|
12033 | "\n", | |
|
12034 | " this.image_mode = 'full';\n", | |
|
12035 | "\n", | |
|
12036 | " this.root = $('<div/>');\n", | |
|
12037 | " this._root_extra_style(this.root)\n", | |
|
12038 | " this.root.attr('style', 'display: inline-block');\n", | |
|
12039 | "\n", | |
|
12040 | " $(parent_element).append(this.root);\n", | |
|
12041 | "\n", | |
|
12042 | " this._init_header(this);\n", | |
|
12043 | " this._init_canvas(this);\n", | |
|
12044 | " this._init_toolbar(this);\n", | |
|
12045 | "\n", | |
|
12046 | " var fig = this;\n", | |
|
12047 | "\n", | |
|
12048 | " this.waiting = false;\n", | |
|
12049 | "\n", | |
|
12050 | " this.ws.onopen = function () {\n", | |
|
12051 | " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", | |
|
12052 | " fig.send_message(\"send_image_mode\", {});\n", | |
|
12053 | " if (mpl.ratio != 1) {\n", | |
|
12054 | " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", | |
|
12055 | " }\n", | |
|
12056 | " fig.send_message(\"refresh\", {});\n", | |
|
12057 | " }\n", | |
|
12058 | "\n", | |
|
12059 | " this.imageObj.onload = function() {\n", | |
|
12060 | " if (fig.image_mode == 'full') {\n", | |
|
12061 | " // Full images could contain transparency (where diff images\n", | |
|
12062 | " // almost always do), so we need to clear the canvas so that\n", | |
|
12063 | " // there is no ghosting.\n", | |
|
12064 | " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
12065 | " }\n", | |
|
12066 | " fig.context.drawImage(fig.imageObj, 0, 0);\n", | |
|
12067 | " };\n", | |
|
12068 | "\n", | |
|
12069 | " this.imageObj.onunload = function() {\n", | |
|
12070 | " fig.ws.close();\n", | |
|
12071 | " }\n", | |
|
12072 | "\n", | |
|
12073 | " this.ws.onmessage = this._make_on_message_function(this);\n", | |
|
12074 | "\n", | |
|
12075 | " this.ondownload = ondownload;\n", | |
|
12076 | "}\n", | |
|
12077 | "\n", | |
|
12078 | "mpl.figure.prototype._init_header = function() {\n", | |
|
12079 | " var titlebar = $(\n", | |
|
12080 | " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n", | |
|
12081 | " 'ui-helper-clearfix\"/>');\n", | |
|
12082 | " var titletext = $(\n", | |
|
12083 | " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n", | |
|
12084 | " 'text-align: center; padding: 3px;\"/>');\n", | |
|
12085 | " titlebar.append(titletext)\n", | |
|
12086 | " this.root.append(titlebar);\n", | |
|
12087 | " this.header = titletext[0];\n", | |
|
12088 | "}\n", | |
|
12089 | "\n", | |
|
12090 | "\n", | |
|
12091 | "\n", | |
|
12092 | "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", | |
|
12093 | "\n", | |
|
12094 | "}\n", | |
|
12095 | "\n", | |
|
12096 | "\n", | |
|
12097 | "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", | |
|
12098 | "\n", | |
|
12099 | "}\n", | |
|
12100 | "\n", | |
|
12101 | "mpl.figure.prototype._init_canvas = function() {\n", | |
|
12102 | " var fig = this;\n", | |
|
12103 | "\n", | |
|
12104 | " var canvas_div = $('<div/>');\n", | |
|
12105 | "\n", | |
|
12106 | " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", | |
|
12107 | "\n", | |
|
12108 | " function canvas_keyboard_event(event) {\n", | |
|
12109 | " return fig.key_event(event, event['data']);\n", | |
|
12110 | " }\n", | |
|
12111 | "\n", | |
|
12112 | " canvas_div.keydown('key_press', canvas_keyboard_event);\n", | |
|
12113 | " canvas_div.keyup('key_release', canvas_keyboard_event);\n", | |
|
12114 | " this.canvas_div = canvas_div\n", | |
|
12115 | " this._canvas_extra_style(canvas_div)\n", | |
|
12116 | " this.root.append(canvas_div);\n", | |
|
12117 | "\n", | |
|
12118 | " var canvas = $('<canvas/>');\n", | |
|
12119 | " canvas.addClass('mpl-canvas');\n", | |
|
12120 | " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", | |
|
12121 | "\n", | |
|
12122 | " this.canvas = canvas[0];\n", | |
|
12123 | " this.context = canvas[0].getContext(\"2d\");\n", | |
|
12124 | "\n", | |
|
12125 | " var backingStore = this.context.backingStorePixelRatio ||\n", | |
|
12126 | "\tthis.context.webkitBackingStorePixelRatio ||\n", | |
|
12127 | "\tthis.context.mozBackingStorePixelRatio ||\n", | |
|
12128 | "\tthis.context.msBackingStorePixelRatio ||\n", | |
|
12129 | "\tthis.context.oBackingStorePixelRatio ||\n", | |
|
12130 | "\tthis.context.backingStorePixelRatio || 1;\n", | |
|
12131 | "\n", | |
|
12132 | " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", | |
|
12133 | "\n", | |
|
12134 | " var rubberband = $('<canvas/>');\n", | |
|
12135 | " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", | |
|
12136 | "\n", | |
|
12137 | " var pass_mouse_events = true;\n", | |
|
12138 | "\n", | |
|
12139 | " canvas_div.resizable({\n", | |
|
12140 | " start: function(event, ui) {\n", | |
|
12141 | " pass_mouse_events = false;\n", | |
|
12142 | " },\n", | |
|
12143 | " resize: function(event, ui) {\n", | |
|
12144 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
12145 | " },\n", | |
|
12146 | " stop: function(event, ui) {\n", | |
|
12147 | " pass_mouse_events = true;\n", | |
|
12148 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
12149 | " },\n", | |
|
12150 | " });\n", | |
|
12151 | "\n", | |
|
12152 | " function mouse_event_fn(event) {\n", | |
|
12153 | " if (pass_mouse_events)\n", | |
|
12154 | " return fig.mouse_event(event, event['data']);\n", | |
|
12155 | " }\n", | |
|
12156 | "\n", | |
|
12157 | " rubberband.mousedown('button_press', mouse_event_fn);\n", | |
|
12158 | " rubberband.mouseup('button_release', mouse_event_fn);\n", | |
|
12159 | " // Throttle sequential mouse events to 1 every 20ms.\n", | |
|
12160 | " rubberband.mousemove('motion_notify', mouse_event_fn);\n", | |
|
12161 | "\n", | |
|
12162 | " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", | |
|
12163 | " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", | |
|
12164 | "\n", | |
|
12165 | " canvas_div.on(\"wheel\", function (event) {\n", | |
|
12166 | " event = event.originalEvent;\n", | |
|
12167 | " event['data'] = 'scroll'\n", | |
|
12168 | " if (event.deltaY < 0) {\n", | |
|
12169 | " event.step = 1;\n", | |
|
12170 | " } else {\n", | |
|
12171 | " event.step = -1;\n", | |
|
12172 | " }\n", | |
|
12173 | " mouse_event_fn(event);\n", | |
|
12174 | " });\n", | |
|
12175 | "\n", | |
|
12176 | " canvas_div.append(canvas);\n", | |
|
12177 | " canvas_div.append(rubberband);\n", | |
|
12178 | "\n", | |
|
12179 | " this.rubberband = rubberband;\n", | |
|
12180 | " this.rubberband_canvas = rubberband[0];\n", | |
|
12181 | " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", | |
|
12182 | " this.rubberband_context.strokeStyle = \"#000000\";\n", | |
|
12183 | "\n", | |
|
12184 | " this._resize_canvas = function(width, height) {\n", | |
|
12185 | " // Keep the size of the canvas, canvas container, and rubber band\n", | |
|
12186 | " // canvas in synch.\n", | |
|
12187 | " canvas_div.css('width', width)\n", | |
|
12188 | " canvas_div.css('height', height)\n", | |
|
12189 | "\n", | |
|
12190 | " canvas.attr('width', width * mpl.ratio);\n", | |
|
12191 | " canvas.attr('height', height * mpl.ratio);\n", | |
|
12192 | " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", | |
|
12193 | "\n", | |
|
12194 | " rubberband.attr('width', width);\n", | |
|
12195 | " rubberband.attr('height', height);\n", | |
|
12196 | " }\n", | |
|
12197 | "\n", | |
|
12198 | " // Set the figure to an initial 600x600px, this will subsequently be updated\n", | |
|
12199 | " // upon first draw.\n", | |
|
12200 | " this._resize_canvas(600, 600);\n", | |
|
12201 | "\n", | |
|
12202 | " // Disable right mouse context menu.\n", | |
|
12203 | " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", | |
|
12204 | " return false;\n", | |
|
12205 | " });\n", | |
|
12206 | "\n", | |
|
12207 | " function set_focus () {\n", | |
|
12208 | " canvas.focus();\n", | |
|
12209 | " canvas_div.focus();\n", | |
|
12210 | " }\n", | |
|
12211 | "\n", | |
|
12212 | " window.setTimeout(set_focus, 100);\n", | |
|
12213 | "}\n", | |
|
12214 | "\n", | |
|
12215 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
12216 | " var fig = this;\n", | |
|
12217 | "\n", | |
|
12218 | " var nav_element = $('<div/>')\n", | |
|
12219 | " nav_element.attr('style', 'width: 100%');\n", | |
|
12220 | " this.root.append(nav_element);\n", | |
|
12221 | "\n", | |
|
12222 | " // Define a callback function for later on.\n", | |
|
12223 | " function toolbar_event(event) {\n", | |
|
12224 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
12225 | " }\n", | |
|
12226 | " function toolbar_mouse_event(event) {\n", | |
|
12227 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
12228 | " }\n", | |
|
12229 | "\n", | |
|
12230 | " for(var toolbar_ind in mpl.toolbar_items) {\n", | |
|
12231 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
12232 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
12233 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
12234 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
12235 | "\n", | |
|
12236 | " if (!name) {\n", | |
|
12237 | " // put a spacer in here.\n", | |
|
12238 | " continue;\n", | |
|
12239 | " }\n", | |
|
12240 | " var button = $('<button/>');\n", | |
|
12241 | " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n", | |
|
12242 | " 'ui-button-icon-only');\n", | |
|
12243 | " button.attr('role', 'button');\n", | |
|
12244 | " button.attr('aria-disabled', 'false');\n", | |
|
12245 | " button.click(method_name, toolbar_event);\n", | |
|
12246 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
12247 | "\n", | |
|
12248 | " var icon_img = $('<span/>');\n", | |
|
12249 | " icon_img.addClass('ui-button-icon-primary ui-icon');\n", | |
|
12250 | " icon_img.addClass(image);\n", | |
|
12251 | " icon_img.addClass('ui-corner-all');\n", | |
|
12252 | "\n", | |
|
12253 | " var tooltip_span = $('<span/>');\n", | |
|
12254 | " tooltip_span.addClass('ui-button-text');\n", | |
|
12255 | " tooltip_span.html(tooltip);\n", | |
|
12256 | "\n", | |
|
12257 | " button.append(icon_img);\n", | |
|
12258 | " button.append(tooltip_span);\n", | |
|
12259 | "\n", | |
|
12260 | " nav_element.append(button);\n", | |
|
12261 | " }\n", | |
|
12262 | "\n", | |
|
12263 | " var fmt_picker_span = $('<span/>');\n", | |
|
12264 | "\n", | |
|
12265 | " var fmt_picker = $('<select/>');\n", | |
|
12266 | " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n", | |
|
12267 | " fmt_picker_span.append(fmt_picker);\n", | |
|
12268 | " nav_element.append(fmt_picker_span);\n", | |
|
12269 | " this.format_dropdown = fmt_picker[0];\n", | |
|
12270 | "\n", | |
|
12271 | " for (var ind in mpl.extensions) {\n", | |
|
12272 | " var fmt = mpl.extensions[ind];\n", | |
|
12273 | " var option = $(\n", | |
|
12274 | " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n", | |
|
12275 | " fmt_picker.append(option)\n", | |
|
12276 | " }\n", | |
|
12277 | "\n", | |
|
12278 | " // Add hover states to the ui-buttons\n", | |
|
12279 | " $( \".ui-button\" ).hover(\n", | |
|
12280 | " function() { $(this).addClass(\"ui-state-hover\");},\n", | |
|
12281 | " function() { $(this).removeClass(\"ui-state-hover\");}\n", | |
|
12282 | " );\n", | |
|
12283 | "\n", | |
|
12284 | " var status_bar = $('<span class=\"mpl-message\"/>');\n", | |
|
12285 | " nav_element.append(status_bar);\n", | |
|
12286 | " this.message = status_bar[0];\n", | |
|
12287 | "}\n", | |
|
12288 | "\n", | |
|
12289 | "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n", | |
|
12290 | " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", | |
|
12291 | " // which will in turn request a refresh of the image.\n", | |
|
12292 | " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n", | |
|
12293 | "}\n", | |
|
12294 | "\n", | |
|
12295 | "mpl.figure.prototype.send_message = function(type, properties) {\n", | |
|
12296 | " properties['type'] = type;\n", | |
|
12297 | " properties['figure_id'] = this.id;\n", | |
|
12298 | " this.ws.send(JSON.stringify(properties));\n", | |
|
12299 | "}\n", | |
|
12300 | "\n", | |
|
12301 | "mpl.figure.prototype.send_draw_message = function() {\n", | |
|
12302 | " if (!this.waiting) {\n", | |
|
12303 | " this.waiting = true;\n", | |
|
12304 | " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n", | |
|
12305 | " }\n", | |
|
12306 | "}\n", | |
|
12307 | "\n", | |
|
12308 | "\n", | |
|
12309 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
12310 | " var format_dropdown = fig.format_dropdown;\n", | |
|
12311 | " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", | |
|
12312 | " fig.ondownload(fig, format);\n", | |
|
12313 | "}\n", | |
|
12314 | "\n", | |
|
12315 | "\n", | |
|
12316 | "mpl.figure.prototype.handle_resize = function(fig, msg) {\n", | |
|
12317 | " var size = msg['size'];\n", | |
|
12318 | " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n", | |
|
12319 | " fig._resize_canvas(size[0], size[1]);\n", | |
|
12320 | " fig.send_message(\"refresh\", {});\n", | |
|
12321 | " };\n", | |
|
12322 | "}\n", | |
|
12323 | "\n", | |
|
12324 | "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n", | |
|
12325 | " var x0 = msg['x0'] / mpl.ratio;\n", | |
|
12326 | " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n", | |
|
12327 | " var x1 = msg['x1'] / mpl.ratio;\n", | |
|
12328 | " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n", | |
|
12329 | " x0 = Math.floor(x0) + 0.5;\n", | |
|
12330 | " y0 = Math.floor(y0) + 0.5;\n", | |
|
12331 | " x1 = Math.floor(x1) + 0.5;\n", | |
|
12332 | " y1 = Math.floor(y1) + 0.5;\n", | |
|
12333 | " var min_x = Math.min(x0, x1);\n", | |
|
12334 | " var min_y = Math.min(y0, y1);\n", | |
|
12335 | " var width = Math.abs(x1 - x0);\n", | |
|
12336 | " var height = Math.abs(y1 - y0);\n", | |
|
12337 | "\n", | |
|
12338 | " fig.rubberband_context.clearRect(\n", | |
|
12339 | " 0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
12340 | "\n", | |
|
12341 | " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", | |
|
12342 | "}\n", | |
|
12343 | "\n", | |
|
12344 | "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n", | |
|
12345 | " // Updates the figure title.\n", | |
|
12346 | " fig.header.textContent = msg['label'];\n", | |
|
12347 | "}\n", | |
|
12348 | "\n", | |
|
12349 | "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n", | |
|
12350 | " var cursor = msg['cursor'];\n", | |
|
12351 | " switch(cursor)\n", | |
|
12352 | " {\n", | |
|
12353 | " case 0:\n", | |
|
12354 | " cursor = 'pointer';\n", | |
|
12355 | " break;\n", | |
|
12356 | " case 1:\n", | |
|
12357 | " cursor = 'default';\n", | |
|
12358 | " break;\n", | |
|
12359 | " case 2:\n", | |
|
12360 | " cursor = 'crosshair';\n", | |
|
12361 | " break;\n", | |
|
12362 | " case 3:\n", | |
|
12363 | " cursor = 'move';\n", | |
|
12364 | " break;\n", | |
|
12365 | " }\n", | |
|
12366 | " fig.rubberband_canvas.style.cursor = cursor;\n", | |
|
12367 | "}\n", | |
|
12368 | "\n", | |
|
12369 | "mpl.figure.prototype.handle_message = function(fig, msg) {\n", | |
|
12370 | " fig.message.textContent = msg['message'];\n", | |
|
12371 | "}\n", | |
|
12372 | "\n", | |
|
12373 | "mpl.figure.prototype.handle_draw = function(fig, msg) {\n", | |
|
12374 | " // Request the server to send over a new figure.\n", | |
|
12375 | " fig.send_draw_message();\n", | |
|
12376 | "}\n", | |
|
12377 | "\n", | |
|
12378 | "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n", | |
|
12379 | " fig.image_mode = msg['mode'];\n", | |
|
12380 | "}\n", | |
|
12381 | "\n", | |
|
12382 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
12383 | " // Called whenever the canvas gets updated.\n", | |
|
12384 | " this.send_message(\"ack\", {});\n", | |
|
12385 | "}\n", | |
|
12386 | "\n", | |
|
12387 | "// A function to construct a web socket function for onmessage handling.\n", | |
|
12388 | "// Called in the figure constructor.\n", | |
|
12389 | "mpl.figure.prototype._make_on_message_function = function(fig) {\n", | |
|
12390 | " return function socket_on_message(evt) {\n", | |
|
12391 | " if (evt.data instanceof Blob) {\n", | |
|
12392 | " /* FIXME: We get \"Resource interpreted as Image but\n", | |
|
12393 | " * transferred with MIME type text/plain:\" errors on\n", | |
|
12394 | " * Chrome. But how to set the MIME type? It doesn't seem\n", | |
|
12395 | " * to be part of the websocket stream */\n", | |
|
12396 | " evt.data.type = \"image/png\";\n", | |
|
12397 | "\n", | |
|
12398 | " /* Free the memory for the previous frames */\n", | |
|
12399 | " if (fig.imageObj.src) {\n", | |
|
12400 | " (window.URL || window.webkitURL).revokeObjectURL(\n", | |
|
12401 | " fig.imageObj.src);\n", | |
|
12402 | " }\n", | |
|
12403 | "\n", | |
|
12404 | " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", | |
|
12405 | " evt.data);\n", | |
|
12406 | " fig.updated_canvas_event();\n", | |
|
12407 | " fig.waiting = false;\n", | |
|
12408 | " return;\n", | |
|
12409 | " }\n", | |
|
12410 | " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n", | |
|
12411 | " fig.imageObj.src = evt.data;\n", | |
|
12412 | " fig.updated_canvas_event();\n", | |
|
12413 | " fig.waiting = false;\n", | |
|
12414 | " return;\n", | |
|
12415 | " }\n", | |
|
12416 | "\n", | |
|
12417 | " var msg = JSON.parse(evt.data);\n", | |
|
12418 | " var msg_type = msg['type'];\n", | |
|
12419 | "\n", | |
|
12420 | " // Call the \"handle_{type}\" callback, which takes\n", | |
|
12421 | " // the figure and JSON message as its only arguments.\n", | |
|
12422 | " try {\n", | |
|
12423 | " var callback = fig[\"handle_\" + msg_type];\n", | |
|
12424 | " } catch (e) {\n", | |
|
12425 | " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n", | |
|
12426 | " return;\n", | |
|
12427 | " }\n", | |
|
12428 | "\n", | |
|
12429 | " if (callback) {\n", | |
|
12430 | " try {\n", | |
|
12431 | " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", | |
|
12432 | " callback(fig, msg);\n", | |
|
12433 | " } catch (e) {\n", | |
|
12434 | " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n", | |
|
12435 | " }\n", | |
|
12436 | " }\n", | |
|
12437 | " };\n", | |
|
12438 | "}\n", | |
|
12439 | "\n", | |
|
12440 | "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", | |
|
12441 | "mpl.findpos = function(e) {\n", | |
|
12442 | " //this section is from http://www.quirksmode.org/js/events_properties.html\n", | |
|
12443 | " var targ;\n", | |
|
12444 | " if (!e)\n", | |
|
12445 | " e = window.event;\n", | |
|
12446 | " if (e.target)\n", | |
|
12447 | " targ = e.target;\n", | |
|
12448 | " else if (e.srcElement)\n", | |
|
12449 | " targ = e.srcElement;\n", | |
|
12450 | " if (targ.nodeType == 3) // defeat Safari bug\n", | |
|
12451 | " targ = targ.parentNode;\n", | |
|
12452 | "\n", | |
|
12453 | " // jQuery normalizes the pageX and pageY\n", | |
|
12454 | " // pageX,Y are the mouse positions relative to the document\n", | |
|
12455 | " // offset() returns the position of the element relative to the document\n", | |
|
12456 | " var x = e.pageX - $(targ).offset().left;\n", | |
|
12457 | " var y = e.pageY - $(targ).offset().top;\n", | |
|
12458 | "\n", | |
|
12459 | " return {\"x\": x, \"y\": y};\n", | |
|
12460 | "};\n", | |
|
12461 | "\n", | |
|
12462 | "/*\n", | |
|
12463 | " * return a copy of an object with only non-object keys\n", | |
|
12464 | " * we need this to avoid circular references\n", | |
|
12465 | " * http://stackoverflow.com/a/24161582/3208463\n", | |
|
12466 | " */\n", | |
|
12467 | "function simpleKeys (original) {\n", | |
|
12468 | " return Object.keys(original).reduce(function (obj, key) {\n", | |
|
12469 | " if (typeof original[key] !== 'object')\n", | |
|
12470 | " obj[key] = original[key]\n", | |
|
12471 | " return obj;\n", | |
|
12472 | " }, {});\n", | |
|
12473 | "}\n", | |
|
12474 | "\n", | |
|
12475 | "mpl.figure.prototype.mouse_event = function(event, name) {\n", | |
|
12476 | " var canvas_pos = mpl.findpos(event)\n", | |
|
12477 | "\n", | |
|
12478 | " if (name === 'button_press')\n", | |
|
12479 | " {\n", | |
|
12480 | " this.canvas.focus();\n", | |
|
12481 | " this.canvas_div.focus();\n", | |
|
12482 | " }\n", | |
|
12483 | "\n", | |
|
12484 | " var x = canvas_pos.x * mpl.ratio;\n", | |
|
12485 | " var y = canvas_pos.y * mpl.ratio;\n", | |
|
12486 | "\n", | |
|
12487 | " this.send_message(name, {x: x, y: y, button: event.button,\n", | |
|
12488 | " step: event.step,\n", | |
|
12489 | " guiEvent: simpleKeys(event)});\n", | |
|
12490 | "\n", | |
|
12491 | " /* This prevents the web browser from automatically changing to\n", | |
|
12492 | " * the text insertion cursor when the button is pressed. We want\n", | |
|
12493 | " * to control all of the cursor setting manually through the\n", | |
|
12494 | " * 'cursor' event from matplotlib */\n", | |
|
12495 | " event.preventDefault();\n", | |
|
12496 | " return false;\n", | |
|
12497 | "}\n", | |
|
12498 | "\n", | |
|
12499 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
12500 | " // Handle any extra behaviour associated with a key event\n", | |
|
12501 | "}\n", | |
|
12502 | "\n", | |
|
12503 | "mpl.figure.prototype.key_event = function(event, name) {\n", | |
|
12504 | "\n", | |
|
12505 | " // Prevent repeat events\n", | |
|
12506 | " if (name == 'key_press')\n", | |
|
12507 | " {\n", | |
|
12508 | " if (event.which === this._key)\n", | |
|
12509 | " return;\n", | |
|
12510 | " else\n", | |
|
12511 | " this._key = event.which;\n", | |
|
12512 | " }\n", | |
|
12513 | " if (name == 'key_release')\n", | |
|
12514 | " this._key = null;\n", | |
|
12515 | "\n", | |
|
12516 | " var value = '';\n", | |
|
12517 | " if (event.ctrlKey && event.which != 17)\n", | |
|
12518 | " value += \"ctrl+\";\n", | |
|
12519 | " if (event.altKey && event.which != 18)\n", | |
|
12520 | " value += \"alt+\";\n", | |
|
12521 | " if (event.shiftKey && event.which != 16)\n", | |
|
12522 | " value += \"shift+\";\n", | |
|
12523 | "\n", | |
|
12524 | " value += 'k';\n", | |
|
12525 | " value += event.which.toString();\n", | |
|
12526 | "\n", | |
|
12527 | " this._key_event_extra(event, name);\n", | |
|
12528 | "\n", | |
|
12529 | " this.send_message(name, {key: value,\n", | |
|
12530 | " guiEvent: simpleKeys(event)});\n", | |
|
12531 | " return false;\n", | |
|
12532 | "}\n", | |
|
12533 | "\n", | |
|
12534 | "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n", | |
|
12535 | " if (name == 'download') {\n", | |
|
12536 | " this.handle_save(this, null);\n", | |
|
12537 | " } else {\n", | |
|
12538 | " this.send_message(\"toolbar_button\", {name: name});\n", | |
|
12539 | " }\n", | |
|
12540 | "};\n", | |
|
12541 | "\n", | |
|
12542 | "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n", | |
|
12543 | " this.message.textContent = tooltip;\n", | |
|
12544 | "};\n", | |
|
12545 | "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", | |
|
12546 | "\n", | |
|
12547 | "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", | |
|
12548 | "\n", | |
|
12549 | "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", | |
|
12550 | " // Create a \"websocket\"-like object which calls the given IPython comm\n", | |
|
12551 | " // object with the appropriate methods. Currently this is a non binary\n", | |
|
12552 | " // socket, so there is still some room for performance tuning.\n", | |
|
12553 | " var ws = {};\n", | |
|
12554 | "\n", | |
|
12555 | " ws.close = function() {\n", | |
|
12556 | " comm.close()\n", | |
|
12557 | " };\n", | |
|
12558 | " ws.send = function(m) {\n", | |
|
12559 | " //console.log('sending', m);\n", | |
|
12560 | " comm.send(m);\n", | |
|
12561 | " };\n", | |
|
12562 | " // Register the callback with on_msg.\n", | |
|
12563 | " comm.on_msg(function(msg) {\n", | |
|
12564 | " //console.log('receiving', msg['content']['data'], msg);\n", | |
|
12565 | " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", | |
|
12566 | " ws.onmessage(msg['content']['data'])\n", | |
|
12567 | " });\n", | |
|
12568 | " return ws;\n", | |
|
12569 | "}\n", | |
|
12570 | "\n", | |
|
12571 | "mpl.mpl_figure_comm = function(comm, msg) {\n", | |
|
12572 | " // This is the function which gets called when the mpl process\n", | |
|
12573 | " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", | |
|
12574 | "\n", | |
|
12575 | " var id = msg.content.data.id;\n", | |
|
12576 | " // Get hold of the div created by the display call when the Comm\n", | |
|
12577 | " // socket was opened in Python.\n", | |
|
12578 | " var element = $(\"#\" + id);\n", | |
|
12579 | " var ws_proxy = comm_websocket_adapter(comm)\n", | |
|
12580 | "\n", | |
|
12581 | " function ondownload(figure, format) {\n", | |
|
12582 | " window.open(figure.imageObj.src);\n", | |
|
12583 | " }\n", | |
|
12584 | "\n", | |
|
12585 | " var fig = new mpl.figure(id, ws_proxy,\n", | |
|
12586 | " ondownload,\n", | |
|
12587 | " element.get(0));\n", | |
|
12588 | "\n", | |
|
12589 | " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", | |
|
12590 | " // web socket which is closed, not our websocket->open comm proxy.\n", | |
|
12591 | " ws_proxy.onopen();\n", | |
|
12592 | "\n", | |
|
12593 | " fig.parent_element = element.get(0);\n", | |
|
12594 | " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", | |
|
12595 | " if (!fig.cell_info) {\n", | |
|
12596 | " console.error(\"Failed to find cell for figure\", id, fig);\n", | |
|
12597 | " return;\n", | |
|
12598 | " }\n", | |
|
12599 | "\n", | |
|
12600 | " var output_index = fig.cell_info[2]\n", | |
|
12601 | " var cell = fig.cell_info[0];\n", | |
|
12602 | "\n", | |
|
12603 | "};\n", | |
|
12604 | "\n", | |
|
12605 | "mpl.figure.prototype.handle_close = function(fig, msg) {\n", | |
|
12606 | " var width = fig.canvas.width/mpl.ratio\n", | |
|
12607 | " fig.root.unbind('remove')\n", | |
|
12608 | "\n", | |
|
12609 | " // Update the output cell to use the data from the current canvas.\n", | |
|
12610 | " fig.push_to_output();\n", | |
|
12611 | " var dataURL = fig.canvas.toDataURL();\n", | |
|
12612 | " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", | |
|
12613 | " // the notebook keyboard shortcuts fail.\n", | |
|
12614 | " IPython.keyboard_manager.enable()\n", | |
|
12615 | " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n", | |
|
12616 | " fig.close_ws(fig, msg);\n", | |
|
12617 | "}\n", | |
|
12618 | "\n", | |
|
12619 | "mpl.figure.prototype.close_ws = function(fig, msg){\n", | |
|
12620 | " fig.send_message('closing', msg);\n", | |
|
12621 | " // fig.ws.close()\n", | |
|
12622 | "}\n", | |
|
12623 | "\n", | |
|
12624 | "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n", | |
|
12625 | " // Turn the data on the canvas into data in the output cell.\n", | |
|
12626 | " var width = this.canvas.width/mpl.ratio\n", | |
|
12627 | " var dataURL = this.canvas.toDataURL();\n", | |
|
12628 | " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", | |
|
12629 | "}\n", | |
|
12630 | "\n", | |
|
12631 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
12632 | " // Tell IPython that the notebook contents must change.\n", | |
|
12633 | " IPython.notebook.set_dirty(true);\n", | |
|
12634 | " this.send_message(\"ack\", {});\n", | |
|
12635 | " var fig = this;\n", | |
|
12636 | " // Wait a second, then push the new image to the DOM so\n", | |
|
12637 | " // that it is saved nicely (might be nice to debounce this).\n", | |
|
12638 | " setTimeout(function () { fig.push_to_output() }, 1000);\n", | |
|
12639 | "}\n", | |
|
12640 | "\n", | |
|
12641 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
12642 | " var fig = this;\n", | |
|
12643 | "\n", | |
|
12644 | " var nav_element = $('<div/>')\n", | |
|
12645 | " nav_element.attr('style', 'width: 100%');\n", | |
|
12646 | " this.root.append(nav_element);\n", | |
|
12647 | "\n", | |
|
12648 | " // Define a callback function for later on.\n", | |
|
12649 | " function toolbar_event(event) {\n", | |
|
12650 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
12651 | " }\n", | |
|
12652 | " function toolbar_mouse_event(event) {\n", | |
|
12653 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
12654 | " }\n", | |
|
12655 | "\n", | |
|
12656 | " for(var toolbar_ind in mpl.toolbar_items){\n", | |
|
12657 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
12658 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
12659 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
12660 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
12661 | "\n", | |
|
12662 | " if (!name) { continue; };\n", | |
|
12663 | "\n", | |
|
12664 | " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n", | |
|
12665 | " button.click(method_name, toolbar_event);\n", | |
|
12666 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
12667 | " nav_element.append(button);\n", | |
|
12668 | " }\n", | |
|
12669 | "\n", | |
|
12670 | " // Add the status bar.\n", | |
|
12671 | " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n", | |
|
12672 | " nav_element.append(status_bar);\n", | |
|
12673 | " this.message = status_bar[0];\n", | |
|
12674 | "\n", | |
|
12675 | " // Add the close button to the window.\n", | |
|
12676 | " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n", | |
|
12677 | " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n", | |
|
12678 | " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", | |
|
12679 | " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", | |
|
12680 | " buttongrp.append(button);\n", | |
|
12681 | " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", | |
|
12682 | " titlebar.prepend(buttongrp);\n", | |
|
12683 | "}\n", | |
|
12684 | "\n", | |
|
12685 | "mpl.figure.prototype._root_extra_style = function(el){\n", | |
|
12686 | " var fig = this\n", | |
|
12687 | " el.on(\"remove\", function(){\n", | |
|
12688 | "\tfig.close_ws(fig, {});\n", | |
|
12689 | " });\n", | |
|
12690 | "}\n", | |
|
12691 | "\n", | |
|
12692 | "mpl.figure.prototype._canvas_extra_style = function(el){\n", | |
|
12693 | " // this is important to make the div 'focusable\n", | |
|
12694 | " el.attr('tabindex', 0)\n", | |
|
12695 | " // reach out to IPython and tell the keyboard manager to turn it's self\n", | |
|
12696 | " // off when our div gets focus\n", | |
|
12697 | "\n", | |
|
12698 | " // location in version 3\n", | |
|
12699 | " if (IPython.notebook.keyboard_manager) {\n", | |
|
12700 | " IPython.notebook.keyboard_manager.register_events(el);\n", | |
|
12701 | " }\n", | |
|
12702 | " else {\n", | |
|
12703 | " // location in version 2\n", | |
|
12704 | " IPython.keyboard_manager.register_events(el);\n", | |
|
12705 | " }\n", | |
|
12706 | "\n", | |
|
12707 | "}\n", | |
|
12708 | "\n", | |
|
12709 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
12710 | " var manager = IPython.notebook.keyboard_manager;\n", | |
|
12711 | " if (!manager)\n", | |
|
12712 | " manager = IPython.keyboard_manager;\n", | |
|
12713 | "\n", | |
|
12714 | " // Check for shift+enter\n", | |
|
12715 | " if (event.shiftKey && event.which == 13) {\n", | |
|
12716 | " this.canvas_div.blur();\n", | |
|
12717 | " event.shiftKey = false;\n", | |
|
12718 | " // Send a \"J\" for go to next cell\n", | |
|
12719 | " event.which = 74;\n", | |
|
12720 | " event.keyCode = 74;\n", | |
|
12721 | " manager.command_mode();\n", | |
|
12722 | " manager.handle_keydown(event);\n", | |
|
12723 | " }\n", | |
|
12724 | "}\n", | |
|
12725 | "\n", | |
|
12726 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
12727 | " fig.ondownload(fig, null);\n", | |
|
12728 | "}\n", | |
|
12729 | "\n", | |
|
12730 | "\n", | |
|
12731 | "mpl.find_output_cell = function(html_output) {\n", | |
|
12732 | " // Return the cell and output element which can be found *uniquely* in the notebook.\n", | |
|
12733 | " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", | |
|
12734 | " // IPython event is triggered only after the cells have been serialised, which for\n", | |
|
12735 | " // our purposes (turning an active figure into a static one), is too late.\n", | |
|
12736 | " var cells = IPython.notebook.get_cells();\n", | |
|
12737 | " var ncells = cells.length;\n", | |
|
12738 | " for (var i=0; i<ncells; i++) {\n", | |
|
12739 | " var cell = cells[i];\n", | |
|
12740 | " if (cell.cell_type === 'code'){\n", | |
|
12741 | " for (var j=0; j<cell.output_area.outputs.length; j++) {\n", | |
|
12742 | " var data = cell.output_area.outputs[j];\n", | |
|
12743 | " if (data.data) {\n", | |
|
12744 | " // IPython >= 3 moved mimebundle to data attribute of output\n", | |
|
12745 | " data = data.data;\n", | |
|
12746 | " }\n", | |
|
12747 | " if (data['text/html'] == html_output) {\n", | |
|
12748 | " return [cell, data, j];\n", | |
|
12749 | " }\n", | |
|
12750 | " }\n", | |
|
12751 | " }\n", | |
|
12752 | " }\n", | |
|
12753 | "}\n", | |
|
12754 | "\n", | |
|
12755 | "// Register the function which deals with the matplotlib target/channel.\n", | |
|
12756 | "// The kernel may be null if the page has been refreshed.\n", | |
|
12757 | "if (IPython.notebook.kernel != null) {\n", | |
|
12758 | " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", | |
|
12759 | "}\n" | |
|
12760 | ], | |
|
12761 | "text/plain": [ | |
|
12762 | "<IPython.core.display.Javascript object>" | |
|
12763 | ] | |
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12764 | }, | |
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12765 | "metadata": {}, | |
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12766 | "output_type": "display_data" | |
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12767 | }, | |
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12768 | { | |
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12769 | "data": { | |
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12770 | "text/html": [ | |
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12772 | ], | |
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12773 | "text/plain": [ | |
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12774 | "<IPython.core.display.HTML object>" | |
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12775 | ] | |
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12776 | }, | |
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12777 | "metadata": {}, | |
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12778 | "output_type": "display_data" | |
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12779 | }, | |
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12780 | { | |
|
12781 | "data": { | |
|
12782 | "application/javascript": [ | |
|
12783 | "/* Put everything inside the global mpl namespace */\n", | |
|
12784 | "window.mpl = {};\n", | |
|
12785 | "\n", | |
|
12786 | "\n", | |
|
12787 | "mpl.get_websocket_type = function() {\n", | |
|
12788 | " if (typeof(WebSocket) !== 'undefined') {\n", | |
|
12789 | " return WebSocket;\n", | |
|
12790 | " } else if (typeof(MozWebSocket) !== 'undefined') {\n", | |
|
12791 | " return MozWebSocket;\n", | |
|
12792 | " } else {\n", | |
|
12793 | " alert('Your browser does not have WebSocket support.' +\n", | |
|
12794 | " 'Please try Chrome, Safari or Firefox β₯ 6. ' +\n", | |
|
12795 | " 'Firefox 4 and 5 are also supported but you ' +\n", | |
|
12796 | " 'have to enable WebSockets in about:config.');\n", | |
|
12797 | " };\n", | |
|
12798 | "}\n", | |
|
12799 | "\n", | |
|
12800 | "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", | |
|
12801 | " this.id = figure_id;\n", | |
|
12802 | "\n", | |
|
12803 | " this.ws = websocket;\n", | |
|
12804 | "\n", | |
|
12805 | " this.supports_binary = (this.ws.binaryType != undefined);\n", | |
|
12806 | "\n", | |
|
12807 | " if (!this.supports_binary) {\n", | |
|
12808 | " var warnings = document.getElementById(\"mpl-warnings\");\n", | |
|
12809 | " if (warnings) {\n", | |
|
12810 | " warnings.style.display = 'block';\n", | |
|
12811 | " warnings.textContent = (\n", | |
|
12812 | " \"This browser does not support binary websocket messages. \" +\n", | |
|
12813 | " \"Performance may be slow.\");\n", | |
|
12814 | " }\n", | |
|
12815 | " }\n", | |
|
12816 | "\n", | |
|
12817 | " this.imageObj = new Image();\n", | |
|
12818 | "\n", | |
|
12819 | " this.context = undefined;\n", | |
|
12820 | " this.message = undefined;\n", | |
|
12821 | " this.canvas = undefined;\n", | |
|
12822 | " this.rubberband_canvas = undefined;\n", | |
|
12823 | " this.rubberband_context = undefined;\n", | |
|
12824 | " this.format_dropdown = undefined;\n", | |
|
12825 | "\n", | |
|
12826 | " this.image_mode = 'full';\n", | |
|
12827 | "\n", | |
|
12828 | " this.root = $('<div/>');\n", | |
|
12829 | " this._root_extra_style(this.root)\n", | |
|
12830 | " this.root.attr('style', 'display: inline-block');\n", | |
|
12831 | "\n", | |
|
12832 | " $(parent_element).append(this.root);\n", | |
|
12833 | "\n", | |
|
12834 | " this._init_header(this);\n", | |
|
12835 | " this._init_canvas(this);\n", | |
|
12836 | " this._init_toolbar(this);\n", | |
|
12837 | "\n", | |
|
12838 | " var fig = this;\n", | |
|
12839 | "\n", | |
|
12840 | " this.waiting = false;\n", | |
|
12841 | "\n", | |
|
12842 | " this.ws.onopen = function () {\n", | |
|
12843 | " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", | |
|
12844 | " fig.send_message(\"send_image_mode\", {});\n", | |
|
12845 | " if (mpl.ratio != 1) {\n", | |
|
12846 | " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", | |
|
12847 | " }\n", | |
|
12848 | " fig.send_message(\"refresh\", {});\n", | |
|
12849 | " }\n", | |
|
12850 | "\n", | |
|
12851 | " this.imageObj.onload = function() {\n", | |
|
12852 | " if (fig.image_mode == 'full') {\n", | |
|
12853 | " // Full images could contain transparency (where diff images\n", | |
|
12854 | " // almost always do), so we need to clear the canvas so that\n", | |
|
12855 | " // there is no ghosting.\n", | |
|
12856 | " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
12857 | " }\n", | |
|
12858 | " fig.context.drawImage(fig.imageObj, 0, 0);\n", | |
|
12859 | " };\n", | |
|
12860 | "\n", | |
|
12861 | " this.imageObj.onunload = function() {\n", | |
|
12862 | " fig.ws.close();\n", | |
|
12863 | " }\n", | |
|
12864 | "\n", | |
|
12865 | " this.ws.onmessage = this._make_on_message_function(this);\n", | |
|
12866 | "\n", | |
|
12867 | " this.ondownload = ondownload;\n", | |
|
12868 | "}\n", | |
|
12869 | "\n", | |
|
12870 | "mpl.figure.prototype._init_header = function() {\n", | |
|
12871 | " var titlebar = $(\n", | |
|
12872 | " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n", | |
|
12873 | " 'ui-helper-clearfix\"/>');\n", | |
|
12874 | " var titletext = $(\n", | |
|
12875 | " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n", | |
|
12876 | " 'text-align: center; padding: 3px;\"/>');\n", | |
|
12877 | " titlebar.append(titletext)\n", | |
|
12878 | " this.root.append(titlebar);\n", | |
|
12879 | " this.header = titletext[0];\n", | |
|
12880 | "}\n", | |
|
12881 | "\n", | |
|
12882 | "\n", | |
|
12883 | "\n", | |
|
12884 | "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", | |
|
12885 | "\n", | |
|
12886 | "}\n", | |
|
12887 | "\n", | |
|
12888 | "\n", | |
|
12889 | "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", | |
|
12890 | "\n", | |
|
12891 | "}\n", | |
|
12892 | "\n", | |
|
12893 | "mpl.figure.prototype._init_canvas = function() {\n", | |
|
12894 | " var fig = this;\n", | |
|
12895 | "\n", | |
|
12896 | " var canvas_div = $('<div/>');\n", | |
|
12897 | "\n", | |
|
12898 | " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", | |
|
12899 | "\n", | |
|
12900 | " function canvas_keyboard_event(event) {\n", | |
|
12901 | " return fig.key_event(event, event['data']);\n", | |
|
12902 | " }\n", | |
|
12903 | "\n", | |
|
12904 | " canvas_div.keydown('key_press', canvas_keyboard_event);\n", | |
|
12905 | " canvas_div.keyup('key_release', canvas_keyboard_event);\n", | |
|
12906 | " this.canvas_div = canvas_div\n", | |
|
12907 | " this._canvas_extra_style(canvas_div)\n", | |
|
12908 | " this.root.append(canvas_div);\n", | |
|
12909 | "\n", | |
|
12910 | " var canvas = $('<canvas/>');\n", | |
|
12911 | " canvas.addClass('mpl-canvas');\n", | |
|
12912 | " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", | |
|
12913 | "\n", | |
|
12914 | " this.canvas = canvas[0];\n", | |
|
12915 | " this.context = canvas[0].getContext(\"2d\");\n", | |
|
12916 | "\n", | |
|
12917 | " var backingStore = this.context.backingStorePixelRatio ||\n", | |
|
12918 | "\tthis.context.webkitBackingStorePixelRatio ||\n", | |
|
12919 | "\tthis.context.mozBackingStorePixelRatio ||\n", | |
|
12920 | "\tthis.context.msBackingStorePixelRatio ||\n", | |
|
12921 | "\tthis.context.oBackingStorePixelRatio ||\n", | |
|
12922 | "\tthis.context.backingStorePixelRatio || 1;\n", | |
|
12923 | "\n", | |
|
12924 | " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", | |
|
12925 | "\n", | |
|
12926 | " var rubberband = $('<canvas/>');\n", | |
|
12927 | " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", | |
|
12928 | "\n", | |
|
12929 | " var pass_mouse_events = true;\n", | |
|
12930 | "\n", | |
|
12931 | " canvas_div.resizable({\n", | |
|
12932 | " start: function(event, ui) {\n", | |
|
12933 | " pass_mouse_events = false;\n", | |
|
12934 | " },\n", | |
|
12935 | " resize: function(event, ui) {\n", | |
|
12936 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
12937 | " },\n", | |
|
12938 | " stop: function(event, ui) {\n", | |
|
12939 | " pass_mouse_events = true;\n", | |
|
12940 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
12941 | " },\n", | |
|
12942 | " });\n", | |
|
12943 | "\n", | |
|
12944 | " function mouse_event_fn(event) {\n", | |
|
12945 | " if (pass_mouse_events)\n", | |
|
12946 | " return fig.mouse_event(event, event['data']);\n", | |
|
12947 | " }\n", | |
|
12948 | "\n", | |
|
12949 | " rubberband.mousedown('button_press', mouse_event_fn);\n", | |
|
12950 | " rubberband.mouseup('button_release', mouse_event_fn);\n", | |
|
12951 | " // Throttle sequential mouse events to 1 every 20ms.\n", | |
|
12952 | " rubberband.mousemove('motion_notify', mouse_event_fn);\n", | |
|
12953 | "\n", | |
|
12954 | " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", | |
|
12955 | " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", | |
|
12956 | "\n", | |
|
12957 | " canvas_div.on(\"wheel\", function (event) {\n", | |
|
12958 | " event = event.originalEvent;\n", | |
|
12959 | " event['data'] = 'scroll'\n", | |
|
12960 | " if (event.deltaY < 0) {\n", | |
|
12961 | " event.step = 1;\n", | |
|
12962 | " } else {\n", | |
|
12963 | " event.step = -1;\n", | |
|
12964 | " }\n", | |
|
12965 | " mouse_event_fn(event);\n", | |
|
12966 | " });\n", | |
|
12967 | "\n", | |
|
12968 | " canvas_div.append(canvas);\n", | |
|
12969 | " canvas_div.append(rubberband);\n", | |
|
12970 | "\n", | |
|
12971 | " this.rubberband = rubberband;\n", | |
|
12972 | " this.rubberband_canvas = rubberband[0];\n", | |
|
12973 | " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", | |
|
12974 | " this.rubberband_context.strokeStyle = \"#000000\";\n", | |
|
12975 | "\n", | |
|
12976 | " this._resize_canvas = function(width, height) {\n", | |
|
12977 | " // Keep the size of the canvas, canvas container, and rubber band\n", | |
|
12978 | " // canvas in synch.\n", | |
|
12979 | " canvas_div.css('width', width)\n", | |
|
12980 | " canvas_div.css('height', height)\n", | |
|
12981 | "\n", | |
|
12982 | " canvas.attr('width', width * mpl.ratio);\n", | |
|
12983 | " canvas.attr('height', height * mpl.ratio);\n", | |
|
12984 | " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", | |
|
12985 | "\n", | |
|
12986 | " rubberband.attr('width', width);\n", | |
|
12987 | " rubberband.attr('height', height);\n", | |
|
12988 | " }\n", | |
|
12989 | "\n", | |
|
12990 | " // Set the figure to an initial 600x600px, this will subsequently be updated\n", | |
|
12991 | " // upon first draw.\n", | |
|
12992 | " this._resize_canvas(600, 600);\n", | |
|
12993 | "\n", | |
|
12994 | " // Disable right mouse context menu.\n", | |
|
12995 | " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", | |
|
12996 | " return false;\n", | |
|
12997 | " });\n", | |
|
12998 | "\n", | |
|
12999 | " function set_focus () {\n", | |
|
13000 | " canvas.focus();\n", | |
|
13001 | " canvas_div.focus();\n", | |
|
13002 | " }\n", | |
|
13003 | "\n", | |
|
13004 | " window.setTimeout(set_focus, 100);\n", | |
|
13005 | "}\n", | |
|
13006 | "\n", | |
|
13007 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
13008 | " var fig = this;\n", | |
|
13009 | "\n", | |
|
13010 | " var nav_element = $('<div/>')\n", | |
|
13011 | " nav_element.attr('style', 'width: 100%');\n", | |
|
13012 | " this.root.append(nav_element);\n", | |
|
13013 | "\n", | |
|
13014 | " // Define a callback function for later on.\n", | |
|
13015 | " function toolbar_event(event) {\n", | |
|
13016 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
13017 | " }\n", | |
|
13018 | " function toolbar_mouse_event(event) {\n", | |
|
13019 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
13020 | " }\n", | |
|
13021 | "\n", | |
|
13022 | " for(var toolbar_ind in mpl.toolbar_items) {\n", | |
|
13023 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
13024 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
13025 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
13026 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
13027 | "\n", | |
|
13028 | " if (!name) {\n", | |
|
13029 | " // put a spacer in here.\n", | |
|
13030 | " continue;\n", | |
|
13031 | " }\n", | |
|
13032 | " var button = $('<button/>');\n", | |
|
13033 | " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n", | |
|
13034 | " 'ui-button-icon-only');\n", | |
|
13035 | " button.attr('role', 'button');\n", | |
|
13036 | " button.attr('aria-disabled', 'false');\n", | |
|
13037 | " button.click(method_name, toolbar_event);\n", | |
|
13038 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
13039 | "\n", | |
|
13040 | " var icon_img = $('<span/>');\n", | |
|
13041 | " icon_img.addClass('ui-button-icon-primary ui-icon');\n", | |
|
13042 | " icon_img.addClass(image);\n", | |
|
13043 | " icon_img.addClass('ui-corner-all');\n", | |
|
13044 | "\n", | |
|
13045 | " var tooltip_span = $('<span/>');\n", | |
|
13046 | " tooltip_span.addClass('ui-button-text');\n", | |
|
13047 | " tooltip_span.html(tooltip);\n", | |
|
13048 | "\n", | |
|
13049 | " button.append(icon_img);\n", | |
|
13050 | " button.append(tooltip_span);\n", | |
|
13051 | "\n", | |
|
13052 | " nav_element.append(button);\n", | |
|
13053 | " }\n", | |
|
13054 | "\n", | |
|
13055 | " var fmt_picker_span = $('<span/>');\n", | |
|
13056 | "\n", | |
|
13057 | " var fmt_picker = $('<select/>');\n", | |
|
13058 | " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n", | |
|
13059 | " fmt_picker_span.append(fmt_picker);\n", | |
|
13060 | " nav_element.append(fmt_picker_span);\n", | |
|
13061 | " this.format_dropdown = fmt_picker[0];\n", | |
|
13062 | "\n", | |
|
13063 | " for (var ind in mpl.extensions) {\n", | |
|
13064 | " var fmt = mpl.extensions[ind];\n", | |
|
13065 | " var option = $(\n", | |
|
13066 | " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n", | |
|
13067 | " fmt_picker.append(option)\n", | |
|
13068 | " }\n", | |
|
13069 | "\n", | |
|
13070 | " // Add hover states to the ui-buttons\n", | |
|
13071 | " $( \".ui-button\" ).hover(\n", | |
|
13072 | " function() { $(this).addClass(\"ui-state-hover\");},\n", | |
|
13073 | " function() { $(this).removeClass(\"ui-state-hover\");}\n", | |
|
13074 | " );\n", | |
|
13075 | "\n", | |
|
13076 | " var status_bar = $('<span class=\"mpl-message\"/>');\n", | |
|
13077 | " nav_element.append(status_bar);\n", | |
|
13078 | " this.message = status_bar[0];\n", | |
|
13079 | "}\n", | |
|
13080 | "\n", | |
|
13081 | "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n", | |
|
13082 | " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", | |
|
13083 | " // which will in turn request a refresh of the image.\n", | |
|
13084 | " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n", | |
|
13085 | "}\n", | |
|
13086 | "\n", | |
|
13087 | "mpl.figure.prototype.send_message = function(type, properties) {\n", | |
|
13088 | " properties['type'] = type;\n", | |
|
13089 | " properties['figure_id'] = this.id;\n", | |
|
13090 | " this.ws.send(JSON.stringify(properties));\n", | |
|
13091 | "}\n", | |
|
13092 | "\n", | |
|
13093 | "mpl.figure.prototype.send_draw_message = function() {\n", | |
|
13094 | " if (!this.waiting) {\n", | |
|
13095 | " this.waiting = true;\n", | |
|
13096 | " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n", | |
|
13097 | " }\n", | |
|
13098 | "}\n", | |
|
13099 | "\n", | |
|
13100 | "\n", | |
|
13101 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
13102 | " var format_dropdown = fig.format_dropdown;\n", | |
|
13103 | " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", | |
|
13104 | " fig.ondownload(fig, format);\n", | |
|
13105 | "}\n", | |
|
13106 | "\n", | |
|
13107 | "\n", | |
|
13108 | "mpl.figure.prototype.handle_resize = function(fig, msg) {\n", | |
|
13109 | " var size = msg['size'];\n", | |
|
13110 | " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n", | |
|
13111 | " fig._resize_canvas(size[0], size[1]);\n", | |
|
13112 | " fig.send_message(\"refresh\", {});\n", | |
|
13113 | " };\n", | |
|
13114 | "}\n", | |
|
13115 | "\n", | |
|
13116 | "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n", | |
|
13117 | " var x0 = msg['x0'] / mpl.ratio;\n", | |
|
13118 | " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n", | |
|
13119 | " var x1 = msg['x1'] / mpl.ratio;\n", | |
|
13120 | " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n", | |
|
13121 | " x0 = Math.floor(x0) + 0.5;\n", | |
|
13122 | " y0 = Math.floor(y0) + 0.5;\n", | |
|
13123 | " x1 = Math.floor(x1) + 0.5;\n", | |
|
13124 | " y1 = Math.floor(y1) + 0.5;\n", | |
|
13125 | " var min_x = Math.min(x0, x1);\n", | |
|
13126 | " var min_y = Math.min(y0, y1);\n", | |
|
13127 | " var width = Math.abs(x1 - x0);\n", | |
|
13128 | " var height = Math.abs(y1 - y0);\n", | |
|
13129 | "\n", | |
|
13130 | " fig.rubberband_context.clearRect(\n", | |
|
13131 | " 0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
13132 | "\n", | |
|
13133 | " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", | |
|
13134 | "}\n", | |
|
13135 | "\n", | |
|
13136 | "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n", | |
|
13137 | " // Updates the figure title.\n", | |
|
13138 | " fig.header.textContent = msg['label'];\n", | |
|
13139 | "}\n", | |
|
13140 | "\n", | |
|
13141 | "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n", | |
|
13142 | " var cursor = msg['cursor'];\n", | |
|
13143 | " switch(cursor)\n", | |
|
13144 | " {\n", | |
|
13145 | " case 0:\n", | |
|
13146 | " cursor = 'pointer';\n", | |
|
13147 | " break;\n", | |
|
13148 | " case 1:\n", | |
|
13149 | " cursor = 'default';\n", | |
|
13150 | " break;\n", | |
|
13151 | " case 2:\n", | |
|
13152 | " cursor = 'crosshair';\n", | |
|
13153 | " break;\n", | |
|
13154 | " case 3:\n", | |
|
13155 | " cursor = 'move';\n", | |
|
13156 | " break;\n", | |
|
13157 | " }\n", | |
|
13158 | " fig.rubberband_canvas.style.cursor = cursor;\n", | |
|
13159 | "}\n", | |
|
13160 | "\n", | |
|
13161 | "mpl.figure.prototype.handle_message = function(fig, msg) {\n", | |
|
13162 | " fig.message.textContent = msg['message'];\n", | |
|
13163 | "}\n", | |
|
13164 | "\n", | |
|
13165 | "mpl.figure.prototype.handle_draw = function(fig, msg) {\n", | |
|
13166 | " // Request the server to send over a new figure.\n", | |
|
13167 | " fig.send_draw_message();\n", | |
|
13168 | "}\n", | |
|
13169 | "\n", | |
|
13170 | "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n", | |
|
13171 | " fig.image_mode = msg['mode'];\n", | |
|
13172 | "}\n", | |
|
13173 | "\n", | |
|
13174 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
13175 | " // Called whenever the canvas gets updated.\n", | |
|
13176 | " this.send_message(\"ack\", {});\n", | |
|
13177 | "}\n", | |
|
13178 | "\n", | |
|
13179 | "// A function to construct a web socket function for onmessage handling.\n", | |
|
13180 | "// Called in the figure constructor.\n", | |
|
13181 | "mpl.figure.prototype._make_on_message_function = function(fig) {\n", | |
|
13182 | " return function socket_on_message(evt) {\n", | |
|
13183 | " if (evt.data instanceof Blob) {\n", | |
|
13184 | " /* FIXME: We get \"Resource interpreted as Image but\n", | |
|
13185 | " * transferred with MIME type text/plain:\" errors on\n", | |
|
13186 | " * Chrome. But how to set the MIME type? It doesn't seem\n", | |
|
13187 | " * to be part of the websocket stream */\n", | |
|
13188 | " evt.data.type = \"image/png\";\n", | |
|
13189 | "\n", | |
|
13190 | " /* Free the memory for the previous frames */\n", | |
|
13191 | " if (fig.imageObj.src) {\n", | |
|
13192 | " (window.URL || window.webkitURL).revokeObjectURL(\n", | |
|
13193 | " fig.imageObj.src);\n", | |
|
13194 | " }\n", | |
|
13195 | "\n", | |
|
13196 | " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", | |
|
13197 | " evt.data);\n", | |
|
13198 | " fig.updated_canvas_event();\n", | |
|
13199 | " fig.waiting = false;\n", | |
|
13200 | " return;\n", | |
|
13201 | " }\n", | |
|
13202 | " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n", | |
|
13203 | " fig.imageObj.src = evt.data;\n", | |
|
13204 | " fig.updated_canvas_event();\n", | |
|
13205 | " fig.waiting = false;\n", | |
|
13206 | " return;\n", | |
|
13207 | " }\n", | |
|
13208 | "\n", | |
|
13209 | " var msg = JSON.parse(evt.data);\n", | |
|
13210 | " var msg_type = msg['type'];\n", | |
|
13211 | "\n", | |
|
13212 | " // Call the \"handle_{type}\" callback, which takes\n", | |
|
13213 | " // the figure and JSON message as its only arguments.\n", | |
|
13214 | " try {\n", | |
|
13215 | " var callback = fig[\"handle_\" + msg_type];\n", | |
|
13216 | " } catch (e) {\n", | |
|
13217 | " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n", | |
|
13218 | " return;\n", | |
|
13219 | " }\n", | |
|
13220 | "\n", | |
|
13221 | " if (callback) {\n", | |
|
13222 | " try {\n", | |
|
13223 | " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", | |
|
13224 | " callback(fig, msg);\n", | |
|
13225 | " } catch (e) {\n", | |
|
13226 | " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n", | |
|
13227 | " }\n", | |
|
13228 | " }\n", | |
|
13229 | " };\n", | |
|
13230 | "}\n", | |
|
13231 | "\n", | |
|
13232 | "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", | |
|
13233 | "mpl.findpos = function(e) {\n", | |
|
13234 | " //this section is from http://www.quirksmode.org/js/events_properties.html\n", | |
|
13235 | " var targ;\n", | |
|
13236 | " if (!e)\n", | |
|
13237 | " e = window.event;\n", | |
|
13238 | " if (e.target)\n", | |
|
13239 | " targ = e.target;\n", | |
|
13240 | " else if (e.srcElement)\n", | |
|
13241 | " targ = e.srcElement;\n", | |
|
13242 | " if (targ.nodeType == 3) // defeat Safari bug\n", | |
|
13243 | " targ = targ.parentNode;\n", | |
|
13244 | "\n", | |
|
13245 | " // jQuery normalizes the pageX and pageY\n", | |
|
13246 | " // pageX,Y are the mouse positions relative to the document\n", | |
|
13247 | " // offset() returns the position of the element relative to the document\n", | |
|
13248 | " var x = e.pageX - $(targ).offset().left;\n", | |
|
13249 | " var y = e.pageY - $(targ).offset().top;\n", | |
|
13250 | "\n", | |
|
13251 | " return {\"x\": x, \"y\": y};\n", | |
|
13252 | "};\n", | |
|
13253 | "\n", | |
|
13254 | "/*\n", | |
|
13255 | " * return a copy of an object with only non-object keys\n", | |
|
13256 | " * we need this to avoid circular references\n", | |
|
13257 | " * http://stackoverflow.com/a/24161582/3208463\n", | |
|
13258 | " */\n", | |
|
13259 | "function simpleKeys (original) {\n", | |
|
13260 | " return Object.keys(original).reduce(function (obj, key) {\n", | |
|
13261 | " if (typeof original[key] !== 'object')\n", | |
|
13262 | " obj[key] = original[key]\n", | |
|
13263 | " return obj;\n", | |
|
13264 | " }, {});\n", | |
|
13265 | "}\n", | |
|
13266 | "\n", | |
|
13267 | "mpl.figure.prototype.mouse_event = function(event, name) {\n", | |
|
13268 | " var canvas_pos = mpl.findpos(event)\n", | |
|
13269 | "\n", | |
|
13270 | " if (name === 'button_press')\n", | |
|
13271 | " {\n", | |
|
13272 | " this.canvas.focus();\n", | |
|
13273 | " this.canvas_div.focus();\n", | |
|
13274 | " }\n", | |
|
13275 | "\n", | |
|
13276 | " var x = canvas_pos.x * mpl.ratio;\n", | |
|
13277 | " var y = canvas_pos.y * mpl.ratio;\n", | |
|
13278 | "\n", | |
|
13279 | " this.send_message(name, {x: x, y: y, button: event.button,\n", | |
|
13280 | " step: event.step,\n", | |
|
13281 | " guiEvent: simpleKeys(event)});\n", | |
|
13282 | "\n", | |
|
13283 | " /* This prevents the web browser from automatically changing to\n", | |
|
13284 | " * the text insertion cursor when the button is pressed. We want\n", | |
|
13285 | " * to control all of the cursor setting manually through the\n", | |
|
13286 | " * 'cursor' event from matplotlib */\n", | |
|
13287 | " event.preventDefault();\n", | |
|
13288 | " return false;\n", | |
|
13289 | "}\n", | |
|
13290 | "\n", | |
|
13291 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
13292 | " // Handle any extra behaviour associated with a key event\n", | |
|
13293 | "}\n", | |
|
13294 | "\n", | |
|
13295 | "mpl.figure.prototype.key_event = function(event, name) {\n", | |
|
13296 | "\n", | |
|
13297 | " // Prevent repeat events\n", | |
|
13298 | " if (name == 'key_press')\n", | |
|
13299 | " {\n", | |
|
13300 | " if (event.which === this._key)\n", | |
|
13301 | " return;\n", | |
|
13302 | " else\n", | |
|
13303 | " this._key = event.which;\n", | |
|
13304 | " }\n", | |
|
13305 | " if (name == 'key_release')\n", | |
|
13306 | " this._key = null;\n", | |
|
13307 | "\n", | |
|
13308 | " var value = '';\n", | |
|
13309 | " if (event.ctrlKey && event.which != 17)\n", | |
|
13310 | " value += \"ctrl+\";\n", | |
|
13311 | " if (event.altKey && event.which != 18)\n", | |
|
13312 | " value += \"alt+\";\n", | |
|
13313 | " if (event.shiftKey && event.which != 16)\n", | |
|
13314 | " value += \"shift+\";\n", | |
|
13315 | "\n", | |
|
13316 | " value += 'k';\n", | |
|
13317 | " value += event.which.toString();\n", | |
|
13318 | "\n", | |
|
13319 | " this._key_event_extra(event, name);\n", | |
|
13320 | "\n", | |
|
13321 | " this.send_message(name, {key: value,\n", | |
|
13322 | " guiEvent: simpleKeys(event)});\n", | |
|
13323 | " return false;\n", | |
|
13324 | "}\n", | |
|
13325 | "\n", | |
|
13326 | "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n", | |
|
13327 | " if (name == 'download') {\n", | |
|
13328 | " this.handle_save(this, null);\n", | |
|
13329 | " } else {\n", | |
|
13330 | " this.send_message(\"toolbar_button\", {name: name});\n", | |
|
13331 | " }\n", | |
|
13332 | "};\n", | |
|
13333 | "\n", | |
|
13334 | "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n", | |
|
13335 | " this.message.textContent = tooltip;\n", | |
|
13336 | "};\n", | |
|
13337 | "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", | |
|
13338 | "\n", | |
|
13339 | "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", | |
|
13340 | "\n", | |
|
13341 | "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", | |
|
13342 | " // Create a \"websocket\"-like object which calls the given IPython comm\n", | |
|
13343 | " // object with the appropriate methods. Currently this is a non binary\n", | |
|
13344 | " // socket, so there is still some room for performance tuning.\n", | |
|
13345 | " var ws = {};\n", | |
|
13346 | "\n", | |
|
13347 | " ws.close = function() {\n", | |
|
13348 | " comm.close()\n", | |
|
13349 | " };\n", | |
|
13350 | " ws.send = function(m) {\n", | |
|
13351 | " //console.log('sending', m);\n", | |
|
13352 | " comm.send(m);\n", | |
|
13353 | " };\n", | |
|
13354 | " // Register the callback with on_msg.\n", | |
|
13355 | " comm.on_msg(function(msg) {\n", | |
|
13356 | " //console.log('receiving', msg['content']['data'], msg);\n", | |
|
13357 | " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", | |
|
13358 | " ws.onmessage(msg['content']['data'])\n", | |
|
13359 | " });\n", | |
|
13360 | " return ws;\n", | |
|
13361 | "}\n", | |
|
13362 | "\n", | |
|
13363 | "mpl.mpl_figure_comm = function(comm, msg) {\n", | |
|
13364 | " // This is the function which gets called when the mpl process\n", | |
|
13365 | " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", | |
|
13366 | "\n", | |
|
13367 | " var id = msg.content.data.id;\n", | |
|
13368 | " // Get hold of the div created by the display call when the Comm\n", | |
|
13369 | " // socket was opened in Python.\n", | |
|
13370 | " var element = $(\"#\" + id);\n", | |
|
13371 | " var ws_proxy = comm_websocket_adapter(comm)\n", | |
|
13372 | "\n", | |
|
13373 | " function ondownload(figure, format) {\n", | |
|
13374 | " window.open(figure.imageObj.src);\n", | |
|
13375 | " }\n", | |
|
13376 | "\n", | |
|
13377 | " var fig = new mpl.figure(id, ws_proxy,\n", | |
|
13378 | " ondownload,\n", | |
|
13379 | " element.get(0));\n", | |
|
13380 | "\n", | |
|
13381 | " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", | |
|
13382 | " // web socket which is closed, not our websocket->open comm proxy.\n", | |
|
13383 | " ws_proxy.onopen();\n", | |
|
13384 | "\n", | |
|
13385 | " fig.parent_element = element.get(0);\n", | |
|
13386 | " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", | |
|
13387 | " if (!fig.cell_info) {\n", | |
|
13388 | " console.error(\"Failed to find cell for figure\", id, fig);\n", | |
|
13389 | " return;\n", | |
|
13390 | " }\n", | |
|
13391 | "\n", | |
|
13392 | " var output_index = fig.cell_info[2]\n", | |
|
13393 | " var cell = fig.cell_info[0];\n", | |
|
13394 | "\n", | |
|
13395 | "};\n", | |
|
13396 | "\n", | |
|
13397 | "mpl.figure.prototype.handle_close = function(fig, msg) {\n", | |
|
13398 | " var width = fig.canvas.width/mpl.ratio\n", | |
|
13399 | " fig.root.unbind('remove')\n", | |
|
13400 | "\n", | |
|
13401 | " // Update the output cell to use the data from the current canvas.\n", | |
|
13402 | " fig.push_to_output();\n", | |
|
13403 | " var dataURL = fig.canvas.toDataURL();\n", | |
|
13404 | " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", | |
|
13405 | " // the notebook keyboard shortcuts fail.\n", | |
|
13406 | " IPython.keyboard_manager.enable()\n", | |
|
13407 | " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n", | |
|
13408 | " fig.close_ws(fig, msg);\n", | |
|
13409 | "}\n", | |
|
13410 | "\n", | |
|
13411 | "mpl.figure.prototype.close_ws = function(fig, msg){\n", | |
|
13412 | " fig.send_message('closing', msg);\n", | |
|
13413 | " // fig.ws.close()\n", | |
|
13414 | "}\n", | |
|
13415 | "\n", | |
|
13416 | "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n", | |
|
13417 | " // Turn the data on the canvas into data in the output cell.\n", | |
|
13418 | " var width = this.canvas.width/mpl.ratio\n", | |
|
13419 | " var dataURL = this.canvas.toDataURL();\n", | |
|
13420 | " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", | |
|
13421 | "}\n", | |
|
13422 | "\n", | |
|
13423 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
13424 | " // Tell IPython that the notebook contents must change.\n", | |
|
13425 | " IPython.notebook.set_dirty(true);\n", | |
|
13426 | " this.send_message(\"ack\", {});\n", | |
|
13427 | " var fig = this;\n", | |
|
13428 | " // Wait a second, then push the new image to the DOM so\n", | |
|
13429 | " // that it is saved nicely (might be nice to debounce this).\n", | |
|
13430 | " setTimeout(function () { fig.push_to_output() }, 1000);\n", | |
|
13431 | "}\n", | |
|
13432 | "\n", | |
|
13433 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
13434 | " var fig = this;\n", | |
|
13435 | "\n", | |
|
13436 | " var nav_element = $('<div/>')\n", | |
|
13437 | " nav_element.attr('style', 'width: 100%');\n", | |
|
13438 | " this.root.append(nav_element);\n", | |
|
13439 | "\n", | |
|
13440 | " // Define a callback function for later on.\n", | |
|
13441 | " function toolbar_event(event) {\n", | |
|
13442 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
13443 | " }\n", | |
|
13444 | " function toolbar_mouse_event(event) {\n", | |
|
13445 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
13446 | " }\n", | |
|
13447 | "\n", | |
|
13448 | " for(var toolbar_ind in mpl.toolbar_items){\n", | |
|
13449 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
13450 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
13451 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
13452 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
13453 | "\n", | |
|
13454 | " if (!name) { continue; };\n", | |
|
13455 | "\n", | |
|
13456 | " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n", | |
|
13457 | " button.click(method_name, toolbar_event);\n", | |
|
13458 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
13459 | " nav_element.append(button);\n", | |
|
13460 | " }\n", | |
|
13461 | "\n", | |
|
13462 | " // Add the status bar.\n", | |
|
13463 | " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n", | |
|
13464 | " nav_element.append(status_bar);\n", | |
|
13465 | " this.message = status_bar[0];\n", | |
|
13466 | "\n", | |
|
13467 | " // Add the close button to the window.\n", | |
|
13468 | " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n", | |
|
13469 | " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n", | |
|
13470 | " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", | |
|
13471 | " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", | |
|
13472 | " buttongrp.append(button);\n", | |
|
13473 | " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", | |
|
13474 | " titlebar.prepend(buttongrp);\n", | |
|
13475 | "}\n", | |
|
13476 | "\n", | |
|
13477 | "mpl.figure.prototype._root_extra_style = function(el){\n", | |
|
13478 | " var fig = this\n", | |
|
13479 | " el.on(\"remove\", function(){\n", | |
|
13480 | "\tfig.close_ws(fig, {});\n", | |
|
13481 | " });\n", | |
|
13482 | "}\n", | |
|
13483 | "\n", | |
|
13484 | "mpl.figure.prototype._canvas_extra_style = function(el){\n", | |
|
13485 | " // this is important to make the div 'focusable\n", | |
|
13486 | " el.attr('tabindex', 0)\n", | |
|
13487 | " // reach out to IPython and tell the keyboard manager to turn it's self\n", | |
|
13488 | " // off when our div gets focus\n", | |
|
13489 | "\n", | |
|
13490 | " // location in version 3\n", | |
|
13491 | " if (IPython.notebook.keyboard_manager) {\n", | |
|
13492 | " IPython.notebook.keyboard_manager.register_events(el);\n", | |
|
13493 | " }\n", | |
|
13494 | " else {\n", | |
|
13495 | " // location in version 2\n", | |
|
13496 | " IPython.keyboard_manager.register_events(el);\n", | |
|
13497 | " }\n", | |
|
13498 | "\n", | |
|
13499 | "}\n", | |
|
13500 | "\n", | |
|
13501 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
13502 | " var manager = IPython.notebook.keyboard_manager;\n", | |
|
13503 | " if (!manager)\n", | |
|
13504 | " manager = IPython.keyboard_manager;\n", | |
|
13505 | "\n", | |
|
13506 | " // Check for shift+enter\n", | |
|
13507 | " if (event.shiftKey && event.which == 13) {\n", | |
|
13508 | " this.canvas_div.blur();\n", | |
|
13509 | " event.shiftKey = false;\n", | |
|
13510 | " // Send a \"J\" for go to next cell\n", | |
|
13511 | " event.which = 74;\n", | |
|
13512 | " event.keyCode = 74;\n", | |
|
13513 | " manager.command_mode();\n", | |
|
13514 | " manager.handle_keydown(event);\n", | |
|
13515 | " }\n", | |
|
13516 | "}\n", | |
|
13517 | "\n", | |
|
13518 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
13519 | " fig.ondownload(fig, null);\n", | |
|
13520 | "}\n", | |
|
13521 | "\n", | |
|
13522 | "\n", | |
|
13523 | "mpl.find_output_cell = function(html_output) {\n", | |
|
13524 | " // Return the cell and output element which can be found *uniquely* in the notebook.\n", | |
|
13525 | " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", | |
|
13526 | " // IPython event is triggered only after the cells have been serialised, which for\n", | |
|
13527 | " // our purposes (turning an active figure into a static one), is too late.\n", | |
|
13528 | " var cells = IPython.notebook.get_cells();\n", | |
|
13529 | " var ncells = cells.length;\n", | |
|
13530 | " for (var i=0; i<ncells; i++) {\n", | |
|
13531 | " var cell = cells[i];\n", | |
|
13532 | " if (cell.cell_type === 'code'){\n", | |
|
13533 | " for (var j=0; j<cell.output_area.outputs.length; j++) {\n", | |
|
13534 | " var data = cell.output_area.outputs[j];\n", | |
|
13535 | " if (data.data) {\n", | |
|
13536 | " // IPython >= 3 moved mimebundle to data attribute of output\n", | |
|
13537 | " data = data.data;\n", | |
|
13538 | " }\n", | |
|
13539 | " if (data['text/html'] == html_output) {\n", | |
|
13540 | " return [cell, data, j];\n", | |
|
13541 | " }\n", | |
|
13542 | " }\n", | |
|
13543 | " }\n", | |
|
13544 | " }\n", | |
|
13545 | "}\n", | |
|
13546 | "\n", | |
|
13547 | "// Register the function which deals with the matplotlib target/channel.\n", | |
|
13548 | "// The kernel may be null if the page has been refreshed.\n", | |
|
13549 | "if (IPython.notebook.kernel != null) {\n", | |
|
13550 | " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", | |
|
13551 | "}\n" | |
|
13552 | ], | |
|
13553 | "text/plain": [ | |
|
13554 | "<IPython.core.display.Javascript object>" | |
|
13555 | ] | |
|
13556 | }, | |
|
13557 | "metadata": {}, | |
|
13558 | "output_type": "display_data" | |
|
13559 | }, | |
|
13560 | { | |
|
13561 | "data": { | |
|
13562 | "text/html": [ | |
|
13563 | "<img src=\"data:image/png;base64,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\" width=\"900\">" | |
|
13564 | ], | |
|
13565 | "text/plain": [ | |
|
13566 | "<IPython.core.display.HTML object>" | |
|
13567 | ] | |
|
13568 | }, | |
|
13569 | "metadata": {}, | |
|
13570 | "output_type": "display_data" | |
|
13571 | }, | |
|
13572 | { | |
|
13573 | "data": { | |
|
13574 | "application/javascript": [ | |
|
13575 | "/* Put everything inside the global mpl namespace */\n", | |
|
13576 | "window.mpl = {};\n", | |
|
13577 | "\n", | |
|
13578 | "\n", | |
|
13579 | "mpl.get_websocket_type = function() {\n", | |
|
13580 | " if (typeof(WebSocket) !== 'undefined') {\n", | |
|
13581 | " return WebSocket;\n", | |
|
13582 | " } else if (typeof(MozWebSocket) !== 'undefined') {\n", | |
|
13583 | " return MozWebSocket;\n", | |
|
13584 | " } else {\n", | |
|
13585 | " alert('Your browser does not have WebSocket support.' +\n", | |
|
13586 | " 'Please try Chrome, Safari or Firefox β₯ 6. ' +\n", | |
|
13587 | " 'Firefox 4 and 5 are also supported but you ' +\n", | |
|
13588 | " 'have to enable WebSockets in about:config.');\n", | |
|
13589 | " };\n", | |
|
13590 | "}\n", | |
|
13591 | "\n", | |
|
13592 | "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", | |
|
13593 | " this.id = figure_id;\n", | |
|
13594 | "\n", | |
|
13595 | " this.ws = websocket;\n", | |
|
13596 | "\n", | |
|
13597 | " this.supports_binary = (this.ws.binaryType != undefined);\n", | |
|
13598 | "\n", | |
|
13599 | " if (!this.supports_binary) {\n", | |
|
13600 | " var warnings = document.getElementById(\"mpl-warnings\");\n", | |
|
13601 | " if (warnings) {\n", | |
|
13602 | " warnings.style.display = 'block';\n", | |
|
13603 | " warnings.textContent = (\n", | |
|
13604 | " \"This browser does not support binary websocket messages. \" +\n", | |
|
13605 | " \"Performance may be slow.\");\n", | |
|
13606 | " }\n", | |
|
13607 | " }\n", | |
|
13608 | "\n", | |
|
13609 | " this.imageObj = new Image();\n", | |
|
13610 | "\n", | |
|
13611 | " this.context = undefined;\n", | |
|
13612 | " this.message = undefined;\n", | |
|
13613 | " this.canvas = undefined;\n", | |
|
13614 | " this.rubberband_canvas = undefined;\n", | |
|
13615 | " this.rubberband_context = undefined;\n", | |
|
13616 | " this.format_dropdown = undefined;\n", | |
|
13617 | "\n", | |
|
13618 | " this.image_mode = 'full';\n", | |
|
13619 | "\n", | |
|
13620 | " this.root = $('<div/>');\n", | |
|
13621 | " this._root_extra_style(this.root)\n", | |
|
13622 | " this.root.attr('style', 'display: inline-block');\n", | |
|
13623 | "\n", | |
|
13624 | " $(parent_element).append(this.root);\n", | |
|
13625 | "\n", | |
|
13626 | " this._init_header(this);\n", | |
|
13627 | " this._init_canvas(this);\n", | |
|
13628 | " this._init_toolbar(this);\n", | |
|
13629 | "\n", | |
|
13630 | " var fig = this;\n", | |
|
13631 | "\n", | |
|
13632 | " this.waiting = false;\n", | |
|
13633 | "\n", | |
|
13634 | " this.ws.onopen = function () {\n", | |
|
13635 | " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", | |
|
13636 | " fig.send_message(\"send_image_mode\", {});\n", | |
|
13637 | " if (mpl.ratio != 1) {\n", | |
|
13638 | " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", | |
|
13639 | " }\n", | |
|
13640 | " fig.send_message(\"refresh\", {});\n", | |
|
13641 | " }\n", | |
|
13642 | "\n", | |
|
13643 | " this.imageObj.onload = function() {\n", | |
|
13644 | " if (fig.image_mode == 'full') {\n", | |
|
13645 | " // Full images could contain transparency (where diff images\n", | |
|
13646 | " // almost always do), so we need to clear the canvas so that\n", | |
|
13647 | " // there is no ghosting.\n", | |
|
13648 | " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
13649 | " }\n", | |
|
13650 | " fig.context.drawImage(fig.imageObj, 0, 0);\n", | |
|
13651 | " };\n", | |
|
13652 | "\n", | |
|
13653 | " this.imageObj.onunload = function() {\n", | |
|
13654 | " fig.ws.close();\n", | |
|
13655 | " }\n", | |
|
13656 | "\n", | |
|
13657 | " this.ws.onmessage = this._make_on_message_function(this);\n", | |
|
13658 | "\n", | |
|
13659 | " this.ondownload = ondownload;\n", | |
|
13660 | "}\n", | |
|
13661 | "\n", | |
|
13662 | "mpl.figure.prototype._init_header = function() {\n", | |
|
13663 | " var titlebar = $(\n", | |
|
13664 | " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n", | |
|
13665 | " 'ui-helper-clearfix\"/>');\n", | |
|
13666 | " var titletext = $(\n", | |
|
13667 | " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n", | |
|
13668 | " 'text-align: center; padding: 3px;\"/>');\n", | |
|
13669 | " titlebar.append(titletext)\n", | |
|
13670 | " this.root.append(titlebar);\n", | |
|
13671 | " this.header = titletext[0];\n", | |
|
13672 | "}\n", | |
|
13673 | "\n", | |
|
13674 | "\n", | |
|
13675 | "\n", | |
|
13676 | "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", | |
|
13677 | "\n", | |
|
13678 | "}\n", | |
|
13679 | "\n", | |
|
13680 | "\n", | |
|
13681 | "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", | |
|
13682 | "\n", | |
|
13683 | "}\n", | |
|
13684 | "\n", | |
|
13685 | "mpl.figure.prototype._init_canvas = function() {\n", | |
|
13686 | " var fig = this;\n", | |
|
13687 | "\n", | |
|
13688 | " var canvas_div = $('<div/>');\n", | |
|
13689 | "\n", | |
|
13690 | " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", | |
|
13691 | "\n", | |
|
13692 | " function canvas_keyboard_event(event) {\n", | |
|
13693 | " return fig.key_event(event, event['data']);\n", | |
|
13694 | " }\n", | |
|
13695 | "\n", | |
|
13696 | " canvas_div.keydown('key_press', canvas_keyboard_event);\n", | |
|
13697 | " canvas_div.keyup('key_release', canvas_keyboard_event);\n", | |
|
13698 | " this.canvas_div = canvas_div\n", | |
|
13699 | " this._canvas_extra_style(canvas_div)\n", | |
|
13700 | " this.root.append(canvas_div);\n", | |
|
13701 | "\n", | |
|
13702 | " var canvas = $('<canvas/>');\n", | |
|
13703 | " canvas.addClass('mpl-canvas');\n", | |
|
13704 | " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", | |
|
13705 | "\n", | |
|
13706 | " this.canvas = canvas[0];\n", | |
|
13707 | " this.context = canvas[0].getContext(\"2d\");\n", | |
|
13708 | "\n", | |
|
13709 | " var backingStore = this.context.backingStorePixelRatio ||\n", | |
|
13710 | "\tthis.context.webkitBackingStorePixelRatio ||\n", | |
|
13711 | "\tthis.context.mozBackingStorePixelRatio ||\n", | |
|
13712 | "\tthis.context.msBackingStorePixelRatio ||\n", | |
|
13713 | "\tthis.context.oBackingStorePixelRatio ||\n", | |
|
13714 | "\tthis.context.backingStorePixelRatio || 1;\n", | |
|
13715 | "\n", | |
|
13716 | " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", | |
|
13717 | "\n", | |
|
13718 | " var rubberband = $('<canvas/>');\n", | |
|
13719 | " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", | |
|
13720 | "\n", | |
|
13721 | " var pass_mouse_events = true;\n", | |
|
13722 | "\n", | |
|
13723 | " canvas_div.resizable({\n", | |
|
13724 | " start: function(event, ui) {\n", | |
|
13725 | " pass_mouse_events = false;\n", | |
|
13726 | " },\n", | |
|
13727 | " resize: function(event, ui) {\n", | |
|
13728 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
13729 | " },\n", | |
|
13730 | " stop: function(event, ui) {\n", | |
|
13731 | " pass_mouse_events = true;\n", | |
|
13732 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
13733 | " },\n", | |
|
13734 | " });\n", | |
|
13735 | "\n", | |
|
13736 | " function mouse_event_fn(event) {\n", | |
|
13737 | " if (pass_mouse_events)\n", | |
|
13738 | " return fig.mouse_event(event, event['data']);\n", | |
|
13739 | " }\n", | |
|
13740 | "\n", | |
|
13741 | " rubberband.mousedown('button_press', mouse_event_fn);\n", | |
|
13742 | " rubberband.mouseup('button_release', mouse_event_fn);\n", | |
|
13743 | " // Throttle sequential mouse events to 1 every 20ms.\n", | |
|
13744 | " rubberband.mousemove('motion_notify', mouse_event_fn);\n", | |
|
13745 | "\n", | |
|
13746 | " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", | |
|
13747 | " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", | |
|
13748 | "\n", | |
|
13749 | " canvas_div.on(\"wheel\", function (event) {\n", | |
|
13750 | " event = event.originalEvent;\n", | |
|
13751 | " event['data'] = 'scroll'\n", | |
|
13752 | " if (event.deltaY < 0) {\n", | |
|
13753 | " event.step = 1;\n", | |
|
13754 | " } else {\n", | |
|
13755 | " event.step = -1;\n", | |
|
13756 | " }\n", | |
|
13757 | " mouse_event_fn(event);\n", | |
|
13758 | " });\n", | |
|
13759 | "\n", | |
|
13760 | " canvas_div.append(canvas);\n", | |
|
13761 | " canvas_div.append(rubberband);\n", | |
|
13762 | "\n", | |
|
13763 | " this.rubberband = rubberband;\n", | |
|
13764 | " this.rubberband_canvas = rubberband[0];\n", | |
|
13765 | " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", | |
|
13766 | " this.rubberband_context.strokeStyle = \"#000000\";\n", | |
|
13767 | "\n", | |
|
13768 | " this._resize_canvas = function(width, height) {\n", | |
|
13769 | " // Keep the size of the canvas, canvas container, and rubber band\n", | |
|
13770 | " // canvas in synch.\n", | |
|
13771 | " canvas_div.css('width', width)\n", | |
|
13772 | " canvas_div.css('height', height)\n", | |
|
13773 | "\n", | |
|
13774 | " canvas.attr('width', width * mpl.ratio);\n", | |
|
13775 | " canvas.attr('height', height * mpl.ratio);\n", | |
|
13776 | " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", | |
|
13777 | "\n", | |
|
13778 | " rubberband.attr('width', width);\n", | |
|
13779 | " rubberband.attr('height', height);\n", | |
|
13780 | " }\n", | |
|
13781 | "\n", | |
|
13782 | " // Set the figure to an initial 600x600px, this will subsequently be updated\n", | |
|
13783 | " // upon first draw.\n", | |
|
13784 | " this._resize_canvas(600, 600);\n", | |
|
13785 | "\n", | |
|
13786 | " // Disable right mouse context menu.\n", | |
|
13787 | " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", | |
|
13788 | " return false;\n", | |
|
13789 | " });\n", | |
|
13790 | "\n", | |
|
13791 | " function set_focus () {\n", | |
|
13792 | " canvas.focus();\n", | |
|
13793 | " canvas_div.focus();\n", | |
|
13794 | " }\n", | |
|
13795 | "\n", | |
|
13796 | " window.setTimeout(set_focus, 100);\n", | |
|
13797 | "}\n", | |
|
13798 | "\n", | |
|
13799 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
13800 | " var fig = this;\n", | |
|
13801 | "\n", | |
|
13802 | " var nav_element = $('<div/>')\n", | |
|
13803 | " nav_element.attr('style', 'width: 100%');\n", | |
|
13804 | " this.root.append(nav_element);\n", | |
|
13805 | "\n", | |
|
13806 | " // Define a callback function for later on.\n", | |
|
13807 | " function toolbar_event(event) {\n", | |
|
13808 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
13809 | " }\n", | |
|
13810 | " function toolbar_mouse_event(event) {\n", | |
|
13811 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
13812 | " }\n", | |
|
13813 | "\n", | |
|
13814 | " for(var toolbar_ind in mpl.toolbar_items) {\n", | |
|
13815 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
13816 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
13817 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
13818 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
13819 | "\n", | |
|
13820 | " if (!name) {\n", | |
|
13821 | " // put a spacer in here.\n", | |
|
13822 | " continue;\n", | |
|
13823 | " }\n", | |
|
13824 | " var button = $('<button/>');\n", | |
|
13825 | " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n", | |
|
13826 | " 'ui-button-icon-only');\n", | |
|
13827 | " button.attr('role', 'button');\n", | |
|
13828 | " button.attr('aria-disabled', 'false');\n", | |
|
13829 | " button.click(method_name, toolbar_event);\n", | |
|
13830 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
13831 | "\n", | |
|
13832 | " var icon_img = $('<span/>');\n", | |
|
13833 | " icon_img.addClass('ui-button-icon-primary ui-icon');\n", | |
|
13834 | " icon_img.addClass(image);\n", | |
|
13835 | " icon_img.addClass('ui-corner-all');\n", | |
|
13836 | "\n", | |
|
13837 | " var tooltip_span = $('<span/>');\n", | |
|
13838 | " tooltip_span.addClass('ui-button-text');\n", | |
|
13839 | " tooltip_span.html(tooltip);\n", | |
|
13840 | "\n", | |
|
13841 | " button.append(icon_img);\n", | |
|
13842 | " button.append(tooltip_span);\n", | |
|
13843 | "\n", | |
|
13844 | " nav_element.append(button);\n", | |
|
13845 | " }\n", | |
|
13846 | "\n", | |
|
13847 | " var fmt_picker_span = $('<span/>');\n", | |
|
13848 | "\n", | |
|
13849 | " var fmt_picker = $('<select/>');\n", | |
|
13850 | " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n", | |
|
13851 | " fmt_picker_span.append(fmt_picker);\n", | |
|
13852 | " nav_element.append(fmt_picker_span);\n", | |
|
13853 | " this.format_dropdown = fmt_picker[0];\n", | |
|
13854 | "\n", | |
|
13855 | " for (var ind in mpl.extensions) {\n", | |
|
13856 | " var fmt = mpl.extensions[ind];\n", | |
|
13857 | " var option = $(\n", | |
|
13858 | " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n", | |
|
13859 | " fmt_picker.append(option)\n", | |
|
13860 | " }\n", | |
|
13861 | "\n", | |
|
13862 | " // Add hover states to the ui-buttons\n", | |
|
13863 | " $( \".ui-button\" ).hover(\n", | |
|
13864 | " function() { $(this).addClass(\"ui-state-hover\");},\n", | |
|
13865 | " function() { $(this).removeClass(\"ui-state-hover\");}\n", | |
|
13866 | " );\n", | |
|
13867 | "\n", | |
|
13868 | " var status_bar = $('<span class=\"mpl-message\"/>');\n", | |
|
13869 | " nav_element.append(status_bar);\n", | |
|
13870 | " this.message = status_bar[0];\n", | |
|
13871 | "}\n", | |
|
13872 | "\n", | |
|
13873 | "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n", | |
|
13874 | " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", | |
|
13875 | " // which will in turn request a refresh of the image.\n", | |
|
13876 | " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n", | |
|
13877 | "}\n", | |
|
13878 | "\n", | |
|
13879 | "mpl.figure.prototype.send_message = function(type, properties) {\n", | |
|
13880 | " properties['type'] = type;\n", | |
|
13881 | " properties['figure_id'] = this.id;\n", | |
|
13882 | " this.ws.send(JSON.stringify(properties));\n", | |
|
13883 | "}\n", | |
|
13884 | "\n", | |
|
13885 | "mpl.figure.prototype.send_draw_message = function() {\n", | |
|
13886 | " if (!this.waiting) {\n", | |
|
13887 | " this.waiting = true;\n", | |
|
13888 | " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n", | |
|
13889 | " }\n", | |
|
13890 | "}\n", | |
|
13891 | "\n", | |
|
13892 | "\n", | |
|
13893 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
13894 | " var format_dropdown = fig.format_dropdown;\n", | |
|
13895 | " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", | |
|
13896 | " fig.ondownload(fig, format);\n", | |
|
13897 | "}\n", | |
|
13898 | "\n", | |
|
13899 | "\n", | |
|
13900 | "mpl.figure.prototype.handle_resize = function(fig, msg) {\n", | |
|
13901 | " var size = msg['size'];\n", | |
|
13902 | " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n", | |
|
13903 | " fig._resize_canvas(size[0], size[1]);\n", | |
|
13904 | " fig.send_message(\"refresh\", {});\n", | |
|
13905 | " };\n", | |
|
13906 | "}\n", | |
|
13907 | "\n", | |
|
13908 | "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n", | |
|
13909 | " var x0 = msg['x0'] / mpl.ratio;\n", | |
|
13910 | " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n", | |
|
13911 | " var x1 = msg['x1'] / mpl.ratio;\n", | |
|
13912 | " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n", | |
|
13913 | " x0 = Math.floor(x0) + 0.5;\n", | |
|
13914 | " y0 = Math.floor(y0) + 0.5;\n", | |
|
13915 | " x1 = Math.floor(x1) + 0.5;\n", | |
|
13916 | " y1 = Math.floor(y1) + 0.5;\n", | |
|
13917 | " var min_x = Math.min(x0, x1);\n", | |
|
13918 | " var min_y = Math.min(y0, y1);\n", | |
|
13919 | " var width = Math.abs(x1 - x0);\n", | |
|
13920 | " var height = Math.abs(y1 - y0);\n", | |
|
13921 | "\n", | |
|
13922 | " fig.rubberband_context.clearRect(\n", | |
|
13923 | " 0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
13924 | "\n", | |
|
13925 | " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", | |
|
13926 | "}\n", | |
|
13927 | "\n", | |
|
13928 | "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n", | |
|
13929 | " // Updates the figure title.\n", | |
|
13930 | " fig.header.textContent = msg['label'];\n", | |
|
13931 | "}\n", | |
|
13932 | "\n", | |
|
13933 | "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n", | |
|
13934 | " var cursor = msg['cursor'];\n", | |
|
13935 | " switch(cursor)\n", | |
|
13936 | " {\n", | |
|
13937 | " case 0:\n", | |
|
13938 | " cursor = 'pointer';\n", | |
|
13939 | " break;\n", | |
|
13940 | " case 1:\n", | |
|
13941 | " cursor = 'default';\n", | |
|
13942 | " break;\n", | |
|
13943 | " case 2:\n", | |
|
13944 | " cursor = 'crosshair';\n", | |
|
13945 | " break;\n", | |
|
13946 | " case 3:\n", | |
|
13947 | " cursor = 'move';\n", | |
|
13948 | " break;\n", | |
|
13949 | " }\n", | |
|
13950 | " fig.rubberband_canvas.style.cursor = cursor;\n", | |
|
13951 | "}\n", | |
|
13952 | "\n", | |
|
13953 | "mpl.figure.prototype.handle_message = function(fig, msg) {\n", | |
|
13954 | " fig.message.textContent = msg['message'];\n", | |
|
13955 | "}\n", | |
|
13956 | "\n", | |
|
13957 | "mpl.figure.prototype.handle_draw = function(fig, msg) {\n", | |
|
13958 | " // Request the server to send over a new figure.\n", | |
|
13959 | " fig.send_draw_message();\n", | |
|
13960 | "}\n", | |
|
13961 | "\n", | |
|
13962 | "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n", | |
|
13963 | " fig.image_mode = msg['mode'];\n", | |
|
13964 | "}\n", | |
|
13965 | "\n", | |
|
13966 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
13967 | " // Called whenever the canvas gets updated.\n", | |
|
13968 | " this.send_message(\"ack\", {});\n", | |
|
13969 | "}\n", | |
|
13970 | "\n", | |
|
13971 | "// A function to construct a web socket function for onmessage handling.\n", | |
|
13972 | "// Called in the figure constructor.\n", | |
|
13973 | "mpl.figure.prototype._make_on_message_function = function(fig) {\n", | |
|
13974 | " return function socket_on_message(evt) {\n", | |
|
13975 | " if (evt.data instanceof Blob) {\n", | |
|
13976 | " /* FIXME: We get \"Resource interpreted as Image but\n", | |
|
13977 | " * transferred with MIME type text/plain:\" errors on\n", | |
|
13978 | " * Chrome. But how to set the MIME type? It doesn't seem\n", | |
|
13979 | " * to be part of the websocket stream */\n", | |
|
13980 | " evt.data.type = \"image/png\";\n", | |
|
13981 | "\n", | |
|
13982 | " /* Free the memory for the previous frames */\n", | |
|
13983 | " if (fig.imageObj.src) {\n", | |
|
13984 | " (window.URL || window.webkitURL).revokeObjectURL(\n", | |
|
13985 | " fig.imageObj.src);\n", | |
|
13986 | " }\n", | |
|
13987 | "\n", | |
|
13988 | " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", | |
|
13989 | " evt.data);\n", | |
|
13990 | " fig.updated_canvas_event();\n", | |
|
13991 | " fig.waiting = false;\n", | |
|
13992 | " return;\n", | |
|
13993 | " }\n", | |
|
13994 | " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n", | |
|
13995 | " fig.imageObj.src = evt.data;\n", | |
|
13996 | " fig.updated_canvas_event();\n", | |
|
13997 | " fig.waiting = false;\n", | |
|
13998 | " return;\n", | |
|
13999 | " }\n", | |
|
14000 | "\n", | |
|
14001 | " var msg = JSON.parse(evt.data);\n", | |
|
14002 | " var msg_type = msg['type'];\n", | |
|
14003 | "\n", | |
|
14004 | " // Call the \"handle_{type}\" callback, which takes\n", | |
|
14005 | " // the figure and JSON message as its only arguments.\n", | |
|
14006 | " try {\n", | |
|
14007 | " var callback = fig[\"handle_\" + msg_type];\n", | |
|
14008 | " } catch (e) {\n", | |
|
14009 | " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n", | |
|
14010 | " return;\n", | |
|
14011 | " }\n", | |
|
14012 | "\n", | |
|
14013 | " if (callback) {\n", | |
|
14014 | " try {\n", | |
|
14015 | " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", | |
|
14016 | " callback(fig, msg);\n", | |
|
14017 | " } catch (e) {\n", | |
|
14018 | " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n", | |
|
14019 | " }\n", | |
|
14020 | " }\n", | |
|
14021 | " };\n", | |
|
14022 | "}\n", | |
|
14023 | "\n", | |
|
14024 | "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", | |
|
14025 | "mpl.findpos = function(e) {\n", | |
|
14026 | " //this section is from http://www.quirksmode.org/js/events_properties.html\n", | |
|
14027 | " var targ;\n", | |
|
14028 | " if (!e)\n", | |
|
14029 | " e = window.event;\n", | |
|
14030 | " if (e.target)\n", | |
|
14031 | " targ = e.target;\n", | |
|
14032 | " else if (e.srcElement)\n", | |
|
14033 | " targ = e.srcElement;\n", | |
|
14034 | " if (targ.nodeType == 3) // defeat Safari bug\n", | |
|
14035 | " targ = targ.parentNode;\n", | |
|
14036 | "\n", | |
|
14037 | " // jQuery normalizes the pageX and pageY\n", | |
|
14038 | " // pageX,Y are the mouse positions relative to the document\n", | |
|
14039 | " // offset() returns the position of the element relative to the document\n", | |
|
14040 | " var x = e.pageX - $(targ).offset().left;\n", | |
|
14041 | " var y = e.pageY - $(targ).offset().top;\n", | |
|
14042 | "\n", | |
|
14043 | " return {\"x\": x, \"y\": y};\n", | |
|
14044 | "};\n", | |
|
14045 | "\n", | |
|
14046 | "/*\n", | |
|
14047 | " * return a copy of an object with only non-object keys\n", | |
|
14048 | " * we need this to avoid circular references\n", | |
|
14049 | " * http://stackoverflow.com/a/24161582/3208463\n", | |
|
14050 | " */\n", | |
|
14051 | "function simpleKeys (original) {\n", | |
|
14052 | " return Object.keys(original).reduce(function (obj, key) {\n", | |
|
14053 | " if (typeof original[key] !== 'object')\n", | |
|
14054 | " obj[key] = original[key]\n", | |
|
14055 | " return obj;\n", | |
|
14056 | " }, {});\n", | |
|
14057 | "}\n", | |
|
14058 | "\n", | |
|
14059 | "mpl.figure.prototype.mouse_event = function(event, name) {\n", | |
|
14060 | " var canvas_pos = mpl.findpos(event)\n", | |
|
14061 | "\n", | |
|
14062 | " if (name === 'button_press')\n", | |
|
14063 | " {\n", | |
|
14064 | " this.canvas.focus();\n", | |
|
14065 | " this.canvas_div.focus();\n", | |
|
14066 | " }\n", | |
|
14067 | "\n", | |
|
14068 | " var x = canvas_pos.x * mpl.ratio;\n", | |
|
14069 | " var y = canvas_pos.y * mpl.ratio;\n", | |
|
14070 | "\n", | |
|
14071 | " this.send_message(name, {x: x, y: y, button: event.button,\n", | |
|
14072 | " step: event.step,\n", | |
|
14073 | " guiEvent: simpleKeys(event)});\n", | |
|
14074 | "\n", | |
|
14075 | " /* This prevents the web browser from automatically changing to\n", | |
|
14076 | " * the text insertion cursor when the button is pressed. We want\n", | |
|
14077 | " * to control all of the cursor setting manually through the\n", | |
|
14078 | " * 'cursor' event from matplotlib */\n", | |
|
14079 | " event.preventDefault();\n", | |
|
14080 | " return false;\n", | |
|
14081 | "}\n", | |
|
14082 | "\n", | |
|
14083 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
14084 | " // Handle any extra behaviour associated with a key event\n", | |
|
14085 | "}\n", | |
|
14086 | "\n", | |
|
14087 | "mpl.figure.prototype.key_event = function(event, name) {\n", | |
|
14088 | "\n", | |
|
14089 | " // Prevent repeat events\n", | |
|
14090 | " if (name == 'key_press')\n", | |
|
14091 | " {\n", | |
|
14092 | " if (event.which === this._key)\n", | |
|
14093 | " return;\n", | |
|
14094 | " else\n", | |
|
14095 | " this._key = event.which;\n", | |
|
14096 | " }\n", | |
|
14097 | " if (name == 'key_release')\n", | |
|
14098 | " this._key = null;\n", | |
|
14099 | "\n", | |
|
14100 | " var value = '';\n", | |
|
14101 | " if (event.ctrlKey && event.which != 17)\n", | |
|
14102 | " value += \"ctrl+\";\n", | |
|
14103 | " if (event.altKey && event.which != 18)\n", | |
|
14104 | " value += \"alt+\";\n", | |
|
14105 | " if (event.shiftKey && event.which != 16)\n", | |
|
14106 | " value += \"shift+\";\n", | |
|
14107 | "\n", | |
|
14108 | " value += 'k';\n", | |
|
14109 | " value += event.which.toString();\n", | |
|
14110 | "\n", | |
|
14111 | " this._key_event_extra(event, name);\n", | |
|
14112 | "\n", | |
|
14113 | " this.send_message(name, {key: value,\n", | |
|
14114 | " guiEvent: simpleKeys(event)});\n", | |
|
14115 | " return false;\n", | |
|
14116 | "}\n", | |
|
14117 | "\n", | |
|
14118 | "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n", | |
|
14119 | " if (name == 'download') {\n", | |
|
14120 | " this.handle_save(this, null);\n", | |
|
14121 | " } else {\n", | |
|
14122 | " this.send_message(\"toolbar_button\", {name: name});\n", | |
|
14123 | " }\n", | |
|
14124 | "};\n", | |
|
14125 | "\n", | |
|
14126 | "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n", | |
|
14127 | " this.message.textContent = tooltip;\n", | |
|
14128 | "};\n", | |
|
14129 | "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", | |
|
14130 | "\n", | |
|
14131 | "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", | |
|
14132 | "\n", | |
|
14133 | "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", | |
|
14134 | " // Create a \"websocket\"-like object which calls the given IPython comm\n", | |
|
14135 | " // object with the appropriate methods. Currently this is a non binary\n", | |
|
14136 | " // socket, so there is still some room for performance tuning.\n", | |
|
14137 | " var ws = {};\n", | |
|
14138 | "\n", | |
|
14139 | " ws.close = function() {\n", | |
|
14140 | " comm.close()\n", | |
|
14141 | " };\n", | |
|
14142 | " ws.send = function(m) {\n", | |
|
14143 | " //console.log('sending', m);\n", | |
|
14144 | " comm.send(m);\n", | |
|
14145 | " };\n", | |
|
14146 | " // Register the callback with on_msg.\n", | |
|
14147 | " comm.on_msg(function(msg) {\n", | |
|
14148 | " //console.log('receiving', msg['content']['data'], msg);\n", | |
|
14149 | " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", | |
|
14150 | " ws.onmessage(msg['content']['data'])\n", | |
|
14151 | " });\n", | |
|
14152 | " return ws;\n", | |
|
14153 | "}\n", | |
|
14154 | "\n", | |
|
14155 | "mpl.mpl_figure_comm = function(comm, msg) {\n", | |
|
14156 | " // This is the function which gets called when the mpl process\n", | |
|
14157 | " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", | |
|
14158 | "\n", | |
|
14159 | " var id = msg.content.data.id;\n", | |
|
14160 | " // Get hold of the div created by the display call when the Comm\n", | |
|
14161 | " // socket was opened in Python.\n", | |
|
14162 | " var element = $(\"#\" + id);\n", | |
|
14163 | " var ws_proxy = comm_websocket_adapter(comm)\n", | |
|
14164 | "\n", | |
|
14165 | " function ondownload(figure, format) {\n", | |
|
14166 | " window.open(figure.imageObj.src);\n", | |
|
14167 | " }\n", | |
|
14168 | "\n", | |
|
14169 | " var fig = new mpl.figure(id, ws_proxy,\n", | |
|
14170 | " ondownload,\n", | |
|
14171 | " element.get(0));\n", | |
|
14172 | "\n", | |
|
14173 | " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", | |
|
14174 | " // web socket which is closed, not our websocket->open comm proxy.\n", | |
|
14175 | " ws_proxy.onopen();\n", | |
|
14176 | "\n", | |
|
14177 | " fig.parent_element = element.get(0);\n", | |
|
14178 | " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", | |
|
14179 | " if (!fig.cell_info) {\n", | |
|
14180 | " console.error(\"Failed to find cell for figure\", id, fig);\n", | |
|
14181 | " return;\n", | |
|
14182 | " }\n", | |
|
14183 | "\n", | |
|
14184 | " var output_index = fig.cell_info[2]\n", | |
|
14185 | " var cell = fig.cell_info[0];\n", | |
|
14186 | "\n", | |
|
14187 | "};\n", | |
|
14188 | "\n", | |
|
14189 | "mpl.figure.prototype.handle_close = function(fig, msg) {\n", | |
|
14190 | " var width = fig.canvas.width/mpl.ratio\n", | |
|
14191 | " fig.root.unbind('remove')\n", | |
|
14192 | "\n", | |
|
14193 | " // Update the output cell to use the data from the current canvas.\n", | |
|
14194 | " fig.push_to_output();\n", | |
|
14195 | " var dataURL = fig.canvas.toDataURL();\n", | |
|
14196 | " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", | |
|
14197 | " // the notebook keyboard shortcuts fail.\n", | |
|
14198 | " IPython.keyboard_manager.enable()\n", | |
|
14199 | " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n", | |
|
14200 | " fig.close_ws(fig, msg);\n", | |
|
14201 | "}\n", | |
|
14202 | "\n", | |
|
14203 | "mpl.figure.prototype.close_ws = function(fig, msg){\n", | |
|
14204 | " fig.send_message('closing', msg);\n", | |
|
14205 | " // fig.ws.close()\n", | |
|
14206 | "}\n", | |
|
14207 | "\n", | |
|
14208 | "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n", | |
|
14209 | " // Turn the data on the canvas into data in the output cell.\n", | |
|
14210 | " var width = this.canvas.width/mpl.ratio\n", | |
|
14211 | " var dataURL = this.canvas.toDataURL();\n", | |
|
14212 | " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", | |
|
14213 | "}\n", | |
|
14214 | "\n", | |
|
14215 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
14216 | " // Tell IPython that the notebook contents must change.\n", | |
|
14217 | " IPython.notebook.set_dirty(true);\n", | |
|
14218 | " this.send_message(\"ack\", {});\n", | |
|
14219 | " var fig = this;\n", | |
|
14220 | " // Wait a second, then push the new image to the DOM so\n", | |
|
14221 | " // that it is saved nicely (might be nice to debounce this).\n", | |
|
14222 | " setTimeout(function () { fig.push_to_output() }, 1000);\n", | |
|
14223 | "}\n", | |
|
14224 | "\n", | |
|
14225 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
14226 | " var fig = this;\n", | |
|
14227 | "\n", | |
|
14228 | " var nav_element = $('<div/>')\n", | |
|
14229 | " nav_element.attr('style', 'width: 100%');\n", | |
|
14230 | " this.root.append(nav_element);\n", | |
|
14231 | "\n", | |
|
14232 | " // Define a callback function for later on.\n", | |
|
14233 | " function toolbar_event(event) {\n", | |
|
14234 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
14235 | " }\n", | |
|
14236 | " function toolbar_mouse_event(event) {\n", | |
|
14237 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
14238 | " }\n", | |
|
14239 | "\n", | |
|
14240 | " for(var toolbar_ind in mpl.toolbar_items){\n", | |
|
14241 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
14242 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
14243 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
14244 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
14245 | "\n", | |
|
14246 | " if (!name) { continue; };\n", | |
|
14247 | "\n", | |
|
14248 | " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n", | |
|
14249 | " button.click(method_name, toolbar_event);\n", | |
|
14250 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
14251 | " nav_element.append(button);\n", | |
|
14252 | " }\n", | |
|
14253 | "\n", | |
|
14254 | " // Add the status bar.\n", | |
|
14255 | " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n", | |
|
14256 | " nav_element.append(status_bar);\n", | |
|
14257 | " this.message = status_bar[0];\n", | |
|
14258 | "\n", | |
|
14259 | " // Add the close button to the window.\n", | |
|
14260 | " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n", | |
|
14261 | " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n", | |
|
14262 | " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", | |
|
14263 | " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", | |
|
14264 | " buttongrp.append(button);\n", | |
|
14265 | " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", | |
|
14266 | " titlebar.prepend(buttongrp);\n", | |
|
14267 | "}\n", | |
|
14268 | "\n", | |
|
14269 | "mpl.figure.prototype._root_extra_style = function(el){\n", | |
|
14270 | " var fig = this\n", | |
|
14271 | " el.on(\"remove\", function(){\n", | |
|
14272 | "\tfig.close_ws(fig, {});\n", | |
|
14273 | " });\n", | |
|
14274 | "}\n", | |
|
14275 | "\n", | |
|
14276 | "mpl.figure.prototype._canvas_extra_style = function(el){\n", | |
|
14277 | " // this is important to make the div 'focusable\n", | |
|
14278 | " el.attr('tabindex', 0)\n", | |
|
14279 | " // reach out to IPython and tell the keyboard manager to turn it's self\n", | |
|
14280 | " // off when our div gets focus\n", | |
|
14281 | "\n", | |
|
14282 | " // location in version 3\n", | |
|
14283 | " if (IPython.notebook.keyboard_manager) {\n", | |
|
14284 | " IPython.notebook.keyboard_manager.register_events(el);\n", | |
|
14285 | " }\n", | |
|
14286 | " else {\n", | |
|
14287 | " // location in version 2\n", | |
|
14288 | " IPython.keyboard_manager.register_events(el);\n", | |
|
14289 | " }\n", | |
|
14290 | "\n", | |
|
14291 | "}\n", | |
|
14292 | "\n", | |
|
14293 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
14294 | " var manager = IPython.notebook.keyboard_manager;\n", | |
|
14295 | " if (!manager)\n", | |
|
14296 | " manager = IPython.keyboard_manager;\n", | |
|
14297 | "\n", | |
|
14298 | " // Check for shift+enter\n", | |
|
14299 | " if (event.shiftKey && event.which == 13) {\n", | |
|
14300 | " this.canvas_div.blur();\n", | |
|
14301 | " event.shiftKey = false;\n", | |
|
14302 | " // Send a \"J\" for go to next cell\n", | |
|
14303 | " event.which = 74;\n", | |
|
14304 | " event.keyCode = 74;\n", | |
|
14305 | " manager.command_mode();\n", | |
|
14306 | " manager.handle_keydown(event);\n", | |
|
14307 | " }\n", | |
|
14308 | "}\n", | |
|
14309 | "\n", | |
|
14310 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
14311 | " fig.ondownload(fig, null);\n", | |
|
14312 | "}\n", | |
|
14313 | "\n", | |
|
14314 | "\n", | |
|
14315 | "mpl.find_output_cell = function(html_output) {\n", | |
|
14316 | " // Return the cell and output element which can be found *uniquely* in the notebook.\n", | |
|
14317 | " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", | |
|
14318 | " // IPython event is triggered only after the cells have been serialised, which for\n", | |
|
14319 | " // our purposes (turning an active figure into a static one), is too late.\n", | |
|
14320 | " var cells = IPython.notebook.get_cells();\n", | |
|
14321 | " var ncells = cells.length;\n", | |
|
14322 | " for (var i=0; i<ncells; i++) {\n", | |
|
14323 | " var cell = cells[i];\n", | |
|
14324 | " if (cell.cell_type === 'code'){\n", | |
|
14325 | " for (var j=0; j<cell.output_area.outputs.length; j++) {\n", | |
|
14326 | " var data = cell.output_area.outputs[j];\n", | |
|
14327 | " if (data.data) {\n", | |
|
14328 | " // IPython >= 3 moved mimebundle to data attribute of output\n", | |
|
14329 | " data = data.data;\n", | |
|
14330 | " }\n", | |
|
14331 | " if (data['text/html'] == html_output) {\n", | |
|
14332 | " return [cell, data, j];\n", | |
|
14333 | " }\n", | |
|
14334 | " }\n", | |
|
14335 | " }\n", | |
|
14336 | " }\n", | |
|
14337 | "}\n", | |
|
14338 | "\n", | |
|
14339 | "// Register the function which deals with the matplotlib target/channel.\n", | |
|
14340 | "// The kernel may be null if the page has been refreshed.\n", | |
|
14341 | "if (IPython.notebook.kernel != null) {\n", | |
|
14342 | " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", | |
|
14343 | "}\n" | |
|
14344 | ], | |
|
14345 | "text/plain": [ | |
|
14346 | "<IPython.core.display.Javascript object>" | |
|
14347 | ] | |
|
14348 | }, | |
|
14349 | "metadata": {}, | |
|
14350 | "output_type": "display_data" | |
|
14351 | }, | |
|
14352 | { | |
|
14353 | "data": { | |
|
14354 | "text/html": [ | |
|
14355 | "<img 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width=\"900\">" | |
|
14356 | ], | |
|
14357 | "text/plain": [ | |
|
14358 | "<IPython.core.display.HTML object>" | |
|
14359 | ] | |
|
14360 | }, | |
|
14361 | "metadata": {}, | |
|
14362 | "output_type": "display_data" | |
|
14363 | }, | |
|
14364 | { | |
|
14365 | "data": { | |
|
14366 | "application/javascript": [ | |
|
14367 | "/* Put everything inside the global mpl namespace */\n", | |
|
14368 | "window.mpl = {};\n", | |
|
14369 | "\n", | |
|
14370 | "\n", | |
|
14371 | "mpl.get_websocket_type = function() {\n", | |
|
14372 | " if (typeof(WebSocket) !== 'undefined') {\n", | |
|
14373 | " return WebSocket;\n", | |
|
14374 | " } else if (typeof(MozWebSocket) !== 'undefined') {\n", | |
|
14375 | " return MozWebSocket;\n", | |
|
14376 | " } else {\n", | |
|
14377 | " alert('Your browser does not have WebSocket support.' +\n", | |
|
14378 | " 'Please try Chrome, Safari or Firefox β₯ 6. ' +\n", | |
|
14379 | " 'Firefox 4 and 5 are also supported but you ' +\n", | |
|
14380 | " 'have to enable WebSockets in about:config.');\n", | |
|
14381 | " };\n", | |
|
14382 | "}\n", | |
|
14383 | "\n", | |
|
14384 | "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", | |
|
14385 | " this.id = figure_id;\n", | |
|
14386 | "\n", | |
|
14387 | " this.ws = websocket;\n", | |
|
14388 | "\n", | |
|
14389 | " this.supports_binary = (this.ws.binaryType != undefined);\n", | |
|
14390 | "\n", | |
|
14391 | " if (!this.supports_binary) {\n", | |
|
14392 | " var warnings = document.getElementById(\"mpl-warnings\");\n", | |
|
14393 | " if (warnings) {\n", | |
|
14394 | " warnings.style.display = 'block';\n", | |
|
14395 | " warnings.textContent = (\n", | |
|
14396 | " \"This browser does not support binary websocket messages. \" +\n", | |
|
14397 | " \"Performance may be slow.\");\n", | |
|
14398 | " }\n", | |
|
14399 | " }\n", | |
|
14400 | "\n", | |
|
14401 | " this.imageObj = new Image();\n", | |
|
14402 | "\n", | |
|
14403 | " this.context = undefined;\n", | |
|
14404 | " this.message = undefined;\n", | |
|
14405 | " this.canvas = undefined;\n", | |
|
14406 | " this.rubberband_canvas = undefined;\n", | |
|
14407 | " this.rubberband_context = undefined;\n", | |
|
14408 | " this.format_dropdown = undefined;\n", | |
|
14409 | "\n", | |
|
14410 | " this.image_mode = 'full';\n", | |
|
14411 | "\n", | |
|
14412 | " this.root = $('<div/>');\n", | |
|
14413 | " this._root_extra_style(this.root)\n", | |
|
14414 | " this.root.attr('style', 'display: inline-block');\n", | |
|
14415 | "\n", | |
|
14416 | " $(parent_element).append(this.root);\n", | |
|
14417 | "\n", | |
|
14418 | " this._init_header(this);\n", | |
|
14419 | " this._init_canvas(this);\n", | |
|
14420 | " this._init_toolbar(this);\n", | |
|
14421 | "\n", | |
|
14422 | " var fig = this;\n", | |
|
14423 | "\n", | |
|
14424 | " this.waiting = false;\n", | |
|
14425 | "\n", | |
|
14426 | " this.ws.onopen = function () {\n", | |
|
14427 | " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", | |
|
14428 | " fig.send_message(\"send_image_mode\", {});\n", | |
|
14429 | " if (mpl.ratio != 1) {\n", | |
|
14430 | " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", | |
|
14431 | " }\n", | |
|
14432 | " fig.send_message(\"refresh\", {});\n", | |
|
14433 | " }\n", | |
|
14434 | "\n", | |
|
14435 | " this.imageObj.onload = function() {\n", | |
|
14436 | " if (fig.image_mode == 'full') {\n", | |
|
14437 | " // Full images could contain transparency (where diff images\n", | |
|
14438 | " // almost always do), so we need to clear the canvas so that\n", | |
|
14439 | " // there is no ghosting.\n", | |
|
14440 | " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
14441 | " }\n", | |
|
14442 | " fig.context.drawImage(fig.imageObj, 0, 0);\n", | |
|
14443 | " };\n", | |
|
14444 | "\n", | |
|
14445 | " this.imageObj.onunload = function() {\n", | |
|
14446 | " fig.ws.close();\n", | |
|
14447 | " }\n", | |
|
14448 | "\n", | |
|
14449 | " this.ws.onmessage = this._make_on_message_function(this);\n", | |
|
14450 | "\n", | |
|
14451 | " this.ondownload = ondownload;\n", | |
|
14452 | "}\n", | |
|
14453 | "\n", | |
|
14454 | "mpl.figure.prototype._init_header = function() {\n", | |
|
14455 | " var titlebar = $(\n", | |
|
14456 | " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n", | |
|
14457 | " 'ui-helper-clearfix\"/>');\n", | |
|
14458 | " var titletext = $(\n", | |
|
14459 | " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n", | |
|
14460 | " 'text-align: center; padding: 3px;\"/>');\n", | |
|
14461 | " titlebar.append(titletext)\n", | |
|
14462 | " this.root.append(titlebar);\n", | |
|
14463 | " this.header = titletext[0];\n", | |
|
14464 | "}\n", | |
|
14465 | "\n", | |
|
14466 | "\n", | |
|
14467 | "\n", | |
|
14468 | "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", | |
|
14469 | "\n", | |
|
14470 | "}\n", | |
|
14471 | "\n", | |
|
14472 | "\n", | |
|
14473 | "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", | |
|
14474 | "\n", | |
|
14475 | "}\n", | |
|
14476 | "\n", | |
|
14477 | "mpl.figure.prototype._init_canvas = function() {\n", | |
|
14478 | " var fig = this;\n", | |
|
14479 | "\n", | |
|
14480 | " var canvas_div = $('<div/>');\n", | |
|
14481 | "\n", | |
|
14482 | " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", | |
|
14483 | "\n", | |
|
14484 | " function canvas_keyboard_event(event) {\n", | |
|
14485 | " return fig.key_event(event, event['data']);\n", | |
|
14486 | " }\n", | |
|
14487 | "\n", | |
|
14488 | " canvas_div.keydown('key_press', canvas_keyboard_event);\n", | |
|
14489 | " canvas_div.keyup('key_release', canvas_keyboard_event);\n", | |
|
14490 | " this.canvas_div = canvas_div\n", | |
|
14491 | " this._canvas_extra_style(canvas_div)\n", | |
|
14492 | " this.root.append(canvas_div);\n", | |
|
14493 | "\n", | |
|
14494 | " var canvas = $('<canvas/>');\n", | |
|
14495 | " canvas.addClass('mpl-canvas');\n", | |
|
14496 | " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", | |
|
14497 | "\n", | |
|
14498 | " this.canvas = canvas[0];\n", | |
|
14499 | " this.context = canvas[0].getContext(\"2d\");\n", | |
|
14500 | "\n", | |
|
14501 | " var backingStore = this.context.backingStorePixelRatio ||\n", | |
|
14502 | "\tthis.context.webkitBackingStorePixelRatio ||\n", | |
|
14503 | "\tthis.context.mozBackingStorePixelRatio ||\n", | |
|
14504 | "\tthis.context.msBackingStorePixelRatio ||\n", | |
|
14505 | "\tthis.context.oBackingStorePixelRatio ||\n", | |
|
14506 | "\tthis.context.backingStorePixelRatio || 1;\n", | |
|
14507 | "\n", | |
|
14508 | " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", | |
|
14509 | "\n", | |
|
14510 | " var rubberband = $('<canvas/>');\n", | |
|
14511 | " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", | |
|
14512 | "\n", | |
|
14513 | " var pass_mouse_events = true;\n", | |
|
14514 | "\n", | |
|
14515 | " canvas_div.resizable({\n", | |
|
14516 | " start: function(event, ui) {\n", | |
|
14517 | " pass_mouse_events = false;\n", | |
|
14518 | " },\n", | |
|
14519 | " resize: function(event, ui) {\n", | |
|
14520 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
14521 | " },\n", | |
|
14522 | " stop: function(event, ui) {\n", | |
|
14523 | " pass_mouse_events = true;\n", | |
|
14524 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
14525 | " },\n", | |
|
14526 | " });\n", | |
|
14527 | "\n", | |
|
14528 | " function mouse_event_fn(event) {\n", | |
|
14529 | " if (pass_mouse_events)\n", | |
|
14530 | " return fig.mouse_event(event, event['data']);\n", | |
|
14531 | " }\n", | |
|
14532 | "\n", | |
|
14533 | " rubberband.mousedown('button_press', mouse_event_fn);\n", | |
|
14534 | " rubberband.mouseup('button_release', mouse_event_fn);\n", | |
|
14535 | " // Throttle sequential mouse events to 1 every 20ms.\n", | |
|
14536 | " rubberband.mousemove('motion_notify', mouse_event_fn);\n", | |
|
14537 | "\n", | |
|
14538 | " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", | |
|
14539 | " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", | |
|
14540 | "\n", | |
|
14541 | " canvas_div.on(\"wheel\", function (event) {\n", | |
|
14542 | " event = event.originalEvent;\n", | |
|
14543 | " event['data'] = 'scroll'\n", | |
|
14544 | " if (event.deltaY < 0) {\n", | |
|
14545 | " event.step = 1;\n", | |
|
14546 | " } else {\n", | |
|
14547 | " event.step = -1;\n", | |
|
14548 | " }\n", | |
|
14549 | " mouse_event_fn(event);\n", | |
|
14550 | " });\n", | |
|
14551 | "\n", | |
|
14552 | " canvas_div.append(canvas);\n", | |
|
14553 | " canvas_div.append(rubberband);\n", | |
|
14554 | "\n", | |
|
14555 | " this.rubberband = rubberband;\n", | |
|
14556 | " this.rubberband_canvas = rubberband[0];\n", | |
|
14557 | " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", | |
|
14558 | " this.rubberband_context.strokeStyle = \"#000000\";\n", | |
|
14559 | "\n", | |
|
14560 | " this._resize_canvas = function(width, height) {\n", | |
|
14561 | " // Keep the size of the canvas, canvas container, and rubber band\n", | |
|
14562 | " // canvas in synch.\n", | |
|
14563 | " canvas_div.css('width', width)\n", | |
|
14564 | " canvas_div.css('height', height)\n", | |
|
14565 | "\n", | |
|
14566 | " canvas.attr('width', width * mpl.ratio);\n", | |
|
14567 | " canvas.attr('height', height * mpl.ratio);\n", | |
|
14568 | " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", | |
|
14569 | "\n", | |
|
14570 | " rubberband.attr('width', width);\n", | |
|
14571 | " rubberband.attr('height', height);\n", | |
|
14572 | " }\n", | |
|
14573 | "\n", | |
|
14574 | " // Set the figure to an initial 600x600px, this will subsequently be updated\n", | |
|
14575 | " // upon first draw.\n", | |
|
14576 | " this._resize_canvas(600, 600);\n", | |
|
14577 | "\n", | |
|
14578 | " // Disable right mouse context menu.\n", | |
|
14579 | " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", | |
|
14580 | " return false;\n", | |
|
14581 | " });\n", | |
|
14582 | "\n", | |
|
14583 | " function set_focus () {\n", | |
|
14584 | " canvas.focus();\n", | |
|
14585 | " canvas_div.focus();\n", | |
|
14586 | " }\n", | |
|
14587 | "\n", | |
|
14588 | " window.setTimeout(set_focus, 100);\n", | |
|
14589 | "}\n", | |
|
14590 | "\n", | |
|
14591 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
14592 | " var fig = this;\n", | |
|
14593 | "\n", | |
|
14594 | " var nav_element = $('<div/>')\n", | |
|
14595 | " nav_element.attr('style', 'width: 100%');\n", | |
|
14596 | " this.root.append(nav_element);\n", | |
|
14597 | "\n", | |
|
14598 | " // Define a callback function for later on.\n", | |
|
14599 | " function toolbar_event(event) {\n", | |
|
14600 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
14601 | " }\n", | |
|
14602 | " function toolbar_mouse_event(event) {\n", | |
|
14603 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
14604 | " }\n", | |
|
14605 | "\n", | |
|
14606 | " for(var toolbar_ind in mpl.toolbar_items) {\n", | |
|
14607 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
14608 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
14609 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
14610 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
14611 | "\n", | |
|
14612 | " if (!name) {\n", | |
|
14613 | " // put a spacer in here.\n", | |
|
14614 | " continue;\n", | |
|
14615 | " }\n", | |
|
14616 | " var button = $('<button/>');\n", | |
|
14617 | " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n", | |
|
14618 | " 'ui-button-icon-only');\n", | |
|
14619 | " button.attr('role', 'button');\n", | |
|
14620 | " button.attr('aria-disabled', 'false');\n", | |
|
14621 | " button.click(method_name, toolbar_event);\n", | |
|
14622 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
14623 | "\n", | |
|
14624 | " var icon_img = $('<span/>');\n", | |
|
14625 | " icon_img.addClass('ui-button-icon-primary ui-icon');\n", | |
|
14626 | " icon_img.addClass(image);\n", | |
|
14627 | " icon_img.addClass('ui-corner-all');\n", | |
|
14628 | "\n", | |
|
14629 | " var tooltip_span = $('<span/>');\n", | |
|
14630 | " tooltip_span.addClass('ui-button-text');\n", | |
|
14631 | " tooltip_span.html(tooltip);\n", | |
|
14632 | "\n", | |
|
14633 | " button.append(icon_img);\n", | |
|
14634 | " button.append(tooltip_span);\n", | |
|
14635 | "\n", | |
|
14636 | " nav_element.append(button);\n", | |
|
14637 | " }\n", | |
|
14638 | "\n", | |
|
14639 | " var fmt_picker_span = $('<span/>');\n", | |
|
14640 | "\n", | |
|
14641 | " var fmt_picker = $('<select/>');\n", | |
|
14642 | " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n", | |
|
14643 | " fmt_picker_span.append(fmt_picker);\n", | |
|
14644 | " nav_element.append(fmt_picker_span);\n", | |
|
14645 | " this.format_dropdown = fmt_picker[0];\n", | |
|
14646 | "\n", | |
|
14647 | " for (var ind in mpl.extensions) {\n", | |
|
14648 | " var fmt = mpl.extensions[ind];\n", | |
|
14649 | " var option = $(\n", | |
|
14650 | " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n", | |
|
14651 | " fmt_picker.append(option)\n", | |
|
14652 | " }\n", | |
|
14653 | "\n", | |
|
14654 | " // Add hover states to the ui-buttons\n", | |
|
14655 | " $( \".ui-button\" ).hover(\n", | |
|
14656 | " function() { $(this).addClass(\"ui-state-hover\");},\n", | |
|
14657 | " function() { $(this).removeClass(\"ui-state-hover\");}\n", | |
|
14658 | " );\n", | |
|
14659 | "\n", | |
|
14660 | " var status_bar = $('<span class=\"mpl-message\"/>');\n", | |
|
14661 | " nav_element.append(status_bar);\n", | |
|
14662 | " this.message = status_bar[0];\n", | |
|
14663 | "}\n", | |
|
14664 | "\n", | |
|
14665 | "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n", | |
|
14666 | " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", | |
|
14667 | " // which will in turn request a refresh of the image.\n", | |
|
14668 | " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n", | |
|
14669 | "}\n", | |
|
14670 | "\n", | |
|
14671 | "mpl.figure.prototype.send_message = function(type, properties) {\n", | |
|
14672 | " properties['type'] = type;\n", | |
|
14673 | " properties['figure_id'] = this.id;\n", | |
|
14674 | " this.ws.send(JSON.stringify(properties));\n", | |
|
14675 | "}\n", | |
|
14676 | "\n", | |
|
14677 | "mpl.figure.prototype.send_draw_message = function() {\n", | |
|
14678 | " if (!this.waiting) {\n", | |
|
14679 | " this.waiting = true;\n", | |
|
14680 | " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n", | |
|
14681 | " }\n", | |
|
14682 | "}\n", | |
|
14683 | "\n", | |
|
14684 | "\n", | |
|
14685 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
14686 | " var format_dropdown = fig.format_dropdown;\n", | |
|
14687 | " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", | |
|
14688 | " fig.ondownload(fig, format);\n", | |
|
14689 | "}\n", | |
|
14690 | "\n", | |
|
14691 | "\n", | |
|
14692 | "mpl.figure.prototype.handle_resize = function(fig, msg) {\n", | |
|
14693 | " var size = msg['size'];\n", | |
|
14694 | " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n", | |
|
14695 | " fig._resize_canvas(size[0], size[1]);\n", | |
|
14696 | " fig.send_message(\"refresh\", {});\n", | |
|
14697 | " };\n", | |
|
14698 | "}\n", | |
|
14699 | "\n", | |
|
14700 | "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n", | |
|
14701 | " var x0 = msg['x0'] / mpl.ratio;\n", | |
|
14702 | " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n", | |
|
14703 | " var x1 = msg['x1'] / mpl.ratio;\n", | |
|
14704 | " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n", | |
|
14705 | " x0 = Math.floor(x0) + 0.5;\n", | |
|
14706 | " y0 = Math.floor(y0) + 0.5;\n", | |
|
14707 | " x1 = Math.floor(x1) + 0.5;\n", | |
|
14708 | " y1 = Math.floor(y1) + 0.5;\n", | |
|
14709 | " var min_x = Math.min(x0, x1);\n", | |
|
14710 | " var min_y = Math.min(y0, y1);\n", | |
|
14711 | " var width = Math.abs(x1 - x0);\n", | |
|
14712 | " var height = Math.abs(y1 - y0);\n", | |
|
14713 | "\n", | |
|
14714 | " fig.rubberband_context.clearRect(\n", | |
|
14715 | " 0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
14716 | "\n", | |
|
14717 | " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", | |
|
14718 | "}\n", | |
|
14719 | "\n", | |
|
14720 | "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n", | |
|
14721 | " // Updates the figure title.\n", | |
|
14722 | " fig.header.textContent = msg['label'];\n", | |
|
14723 | "}\n", | |
|
14724 | "\n", | |
|
14725 | "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n", | |
|
14726 | " var cursor = msg['cursor'];\n", | |
|
14727 | " switch(cursor)\n", | |
|
14728 | " {\n", | |
|
14729 | " case 0:\n", | |
|
14730 | " cursor = 'pointer';\n", | |
|
14731 | " break;\n", | |
|
14732 | " case 1:\n", | |
|
14733 | " cursor = 'default';\n", | |
|
14734 | " break;\n", | |
|
14735 | " case 2:\n", | |
|
14736 | " cursor = 'crosshair';\n", | |
|
14737 | " break;\n", | |
|
14738 | " case 3:\n", | |
|
14739 | " cursor = 'move';\n", | |
|
14740 | " break;\n", | |
|
14741 | " }\n", | |
|
14742 | " fig.rubberband_canvas.style.cursor = cursor;\n", | |
|
14743 | "}\n", | |
|
14744 | "\n", | |
|
14745 | "mpl.figure.prototype.handle_message = function(fig, msg) {\n", | |
|
14746 | " fig.message.textContent = msg['message'];\n", | |
|
14747 | "}\n", | |
|
14748 | "\n", | |
|
14749 | "mpl.figure.prototype.handle_draw = function(fig, msg) {\n", | |
|
14750 | " // Request the server to send over a new figure.\n", | |
|
14751 | " fig.send_draw_message();\n", | |
|
14752 | "}\n", | |
|
14753 | "\n", | |
|
14754 | "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n", | |
|
14755 | " fig.image_mode = msg['mode'];\n", | |
|
14756 | "}\n", | |
|
14757 | "\n", | |
|
14758 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
14759 | " // Called whenever the canvas gets updated.\n", | |
|
14760 | " this.send_message(\"ack\", {});\n", | |
|
14761 | "}\n", | |
|
14762 | "\n", | |
|
14763 | "// A function to construct a web socket function for onmessage handling.\n", | |
|
14764 | "// Called in the figure constructor.\n", | |
|
14765 | "mpl.figure.prototype._make_on_message_function = function(fig) {\n", | |
|
14766 | " return function socket_on_message(evt) {\n", | |
|
14767 | " if (evt.data instanceof Blob) {\n", | |
|
14768 | " /* FIXME: We get \"Resource interpreted as Image but\n", | |
|
14769 | " * transferred with MIME type text/plain:\" errors on\n", | |
|
14770 | " * Chrome. But how to set the MIME type? It doesn't seem\n", | |
|
14771 | " * to be part of the websocket stream */\n", | |
|
14772 | " evt.data.type = \"image/png\";\n", | |
|
14773 | "\n", | |
|
14774 | " /* Free the memory for the previous frames */\n", | |
|
14775 | " if (fig.imageObj.src) {\n", | |
|
14776 | " (window.URL || window.webkitURL).revokeObjectURL(\n", | |
|
14777 | " fig.imageObj.src);\n", | |
|
14778 | " }\n", | |
|
14779 | "\n", | |
|
14780 | " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", | |
|
14781 | " evt.data);\n", | |
|
14782 | " fig.updated_canvas_event();\n", | |
|
14783 | " fig.waiting = false;\n", | |
|
14784 | " return;\n", | |
|
14785 | " }\n", | |
|
14786 | " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n", | |
|
14787 | " fig.imageObj.src = evt.data;\n", | |
|
14788 | " fig.updated_canvas_event();\n", | |
|
14789 | " fig.waiting = false;\n", | |
|
14790 | " return;\n", | |
|
14791 | " }\n", | |
|
14792 | "\n", | |
|
14793 | " var msg = JSON.parse(evt.data);\n", | |
|
14794 | " var msg_type = msg['type'];\n", | |
|
14795 | "\n", | |
|
14796 | " // Call the \"handle_{type}\" callback, which takes\n", | |
|
14797 | " // the figure and JSON message as its only arguments.\n", | |
|
14798 | " try {\n", | |
|
14799 | " var callback = fig[\"handle_\" + msg_type];\n", | |
|
14800 | " } catch (e) {\n", | |
|
14801 | " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n", | |
|
14802 | " return;\n", | |
|
14803 | " }\n", | |
|
14804 | "\n", | |
|
14805 | " if (callback) {\n", | |
|
14806 | " try {\n", | |
|
14807 | " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", | |
|
14808 | " callback(fig, msg);\n", | |
|
14809 | " } catch (e) {\n", | |
|
14810 | " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n", | |
|
14811 | " }\n", | |
|
14812 | " }\n", | |
|
14813 | " };\n", | |
|
14814 | "}\n", | |
|
14815 | "\n", | |
|
14816 | "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", | |
|
14817 | "mpl.findpos = function(e) {\n", | |
|
14818 | " //this section is from http://www.quirksmode.org/js/events_properties.html\n", | |
|
14819 | " var targ;\n", | |
|
14820 | " if (!e)\n", | |
|
14821 | " e = window.event;\n", | |
|
14822 | " if (e.target)\n", | |
|
14823 | " targ = e.target;\n", | |
|
14824 | " else if (e.srcElement)\n", | |
|
14825 | " targ = e.srcElement;\n", | |
|
14826 | " if (targ.nodeType == 3) // defeat Safari bug\n", | |
|
14827 | " targ = targ.parentNode;\n", | |
|
14828 | "\n", | |
|
14829 | " // jQuery normalizes the pageX and pageY\n", | |
|
14830 | " // pageX,Y are the mouse positions relative to the document\n", | |
|
14831 | " // offset() returns the position of the element relative to the document\n", | |
|
14832 | " var x = e.pageX - $(targ).offset().left;\n", | |
|
14833 | " var y = e.pageY - $(targ).offset().top;\n", | |
|
14834 | "\n", | |
|
14835 | " return {\"x\": x, \"y\": y};\n", | |
|
14836 | "};\n", | |
|
14837 | "\n", | |
|
14838 | "/*\n", | |
|
14839 | " * return a copy of an object with only non-object keys\n", | |
|
14840 | " * we need this to avoid circular references\n", | |
|
14841 | " * http://stackoverflow.com/a/24161582/3208463\n", | |
|
14842 | " */\n", | |
|
14843 | "function simpleKeys (original) {\n", | |
|
14844 | " return Object.keys(original).reduce(function (obj, key) {\n", | |
|
14845 | " if (typeof original[key] !== 'object')\n", | |
|
14846 | " obj[key] = original[key]\n", | |
|
14847 | " return obj;\n", | |
|
14848 | " }, {});\n", | |
|
14849 | "}\n", | |
|
14850 | "\n", | |
|
14851 | "mpl.figure.prototype.mouse_event = function(event, name) {\n", | |
|
14852 | " var canvas_pos = mpl.findpos(event)\n", | |
|
14853 | "\n", | |
|
14854 | " if (name === 'button_press')\n", | |
|
14855 | " {\n", | |
|
14856 | " this.canvas.focus();\n", | |
|
14857 | " this.canvas_div.focus();\n", | |
|
14858 | " }\n", | |
|
14859 | "\n", | |
|
14860 | " var x = canvas_pos.x * mpl.ratio;\n", | |
|
14861 | " var y = canvas_pos.y * mpl.ratio;\n", | |
|
14862 | "\n", | |
|
14863 | " this.send_message(name, {x: x, y: y, button: event.button,\n", | |
|
14864 | " step: event.step,\n", | |
|
14865 | " guiEvent: simpleKeys(event)});\n", | |
|
14866 | "\n", | |
|
14867 | " /* This prevents the web browser from automatically changing to\n", | |
|
14868 | " * the text insertion cursor when the button is pressed. We want\n", | |
|
14869 | " * to control all of the cursor setting manually through the\n", | |
|
14870 | " * 'cursor' event from matplotlib */\n", | |
|
14871 | " event.preventDefault();\n", | |
|
14872 | " return false;\n", | |
|
14873 | "}\n", | |
|
14874 | "\n", | |
|
14875 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
14876 | " // Handle any extra behaviour associated with a key event\n", | |
|
14877 | "}\n", | |
|
14878 | "\n", | |
|
14879 | "mpl.figure.prototype.key_event = function(event, name) {\n", | |
|
14880 | "\n", | |
|
14881 | " // Prevent repeat events\n", | |
|
14882 | " if (name == 'key_press')\n", | |
|
14883 | " {\n", | |
|
14884 | " if (event.which === this._key)\n", | |
|
14885 | " return;\n", | |
|
14886 | " else\n", | |
|
14887 | " this._key = event.which;\n", | |
|
14888 | " }\n", | |
|
14889 | " if (name == 'key_release')\n", | |
|
14890 | " this._key = null;\n", | |
|
14891 | "\n", | |
|
14892 | " var value = '';\n", | |
|
14893 | " if (event.ctrlKey && event.which != 17)\n", | |
|
14894 | " value += \"ctrl+\";\n", | |
|
14895 | " if (event.altKey && event.which != 18)\n", | |
|
14896 | " value += \"alt+\";\n", | |
|
14897 | " if (event.shiftKey && event.which != 16)\n", | |
|
14898 | " value += \"shift+\";\n", | |
|
14899 | "\n", | |
|
14900 | " value += 'k';\n", | |
|
14901 | " value += event.which.toString();\n", | |
|
14902 | "\n", | |
|
14903 | " this._key_event_extra(event, name);\n", | |
|
14904 | "\n", | |
|
14905 | " this.send_message(name, {key: value,\n", | |
|
14906 | " guiEvent: simpleKeys(event)});\n", | |
|
14907 | " return false;\n", | |
|
14908 | "}\n", | |
|
14909 | "\n", | |
|
14910 | "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n", | |
|
14911 | " if (name == 'download') {\n", | |
|
14912 | " this.handle_save(this, null);\n", | |
|
14913 | " } else {\n", | |
|
14914 | " this.send_message(\"toolbar_button\", {name: name});\n", | |
|
14915 | " }\n", | |
|
14916 | "};\n", | |
|
14917 | "\n", | |
|
14918 | "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n", | |
|
14919 | " this.message.textContent = tooltip;\n", | |
|
14920 | "};\n", | |
|
14921 | "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", | |
|
14922 | "\n", | |
|
14923 | "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", | |
|
14924 | "\n", | |
|
14925 | "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", | |
|
14926 | " // Create a \"websocket\"-like object which calls the given IPython comm\n", | |
|
14927 | " // object with the appropriate methods. Currently this is a non binary\n", | |
|
14928 | " // socket, so there is still some room for performance tuning.\n", | |
|
14929 | " var ws = {};\n", | |
|
14930 | "\n", | |
|
14931 | " ws.close = function() {\n", | |
|
14932 | " comm.close()\n", | |
|
14933 | " };\n", | |
|
14934 | " ws.send = function(m) {\n", | |
|
14935 | " //console.log('sending', m);\n", | |
|
14936 | " comm.send(m);\n", | |
|
14937 | " };\n", | |
|
14938 | " // Register the callback with on_msg.\n", | |
|
14939 | " comm.on_msg(function(msg) {\n", | |
|
14940 | " //console.log('receiving', msg['content']['data'], msg);\n", | |
|
14941 | " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", | |
|
14942 | " ws.onmessage(msg['content']['data'])\n", | |
|
14943 | " });\n", | |
|
14944 | " return ws;\n", | |
|
14945 | "}\n", | |
|
14946 | "\n", | |
|
14947 | "mpl.mpl_figure_comm = function(comm, msg) {\n", | |
|
14948 | " // This is the function which gets called when the mpl process\n", | |
|
14949 | " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", | |
|
14950 | "\n", | |
|
14951 | " var id = msg.content.data.id;\n", | |
|
14952 | " // Get hold of the div created by the display call when the Comm\n", | |
|
14953 | " // socket was opened in Python.\n", | |
|
14954 | " var element = $(\"#\" + id);\n", | |
|
14955 | " var ws_proxy = comm_websocket_adapter(comm)\n", | |
|
14956 | "\n", | |
|
14957 | " function ondownload(figure, format) {\n", | |
|
14958 | " window.open(figure.imageObj.src);\n", | |
|
14959 | " }\n", | |
|
14960 | "\n", | |
|
14961 | " var fig = new mpl.figure(id, ws_proxy,\n", | |
|
14962 | " ondownload,\n", | |
|
14963 | " element.get(0));\n", | |
|
14964 | "\n", | |
|
14965 | " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", | |
|
14966 | " // web socket which is closed, not our websocket->open comm proxy.\n", | |
|
14967 | " ws_proxy.onopen();\n", | |
|
14968 | "\n", | |
|
14969 | " fig.parent_element = element.get(0);\n", | |
|
14970 | " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", | |
|
14971 | " if (!fig.cell_info) {\n", | |
|
14972 | " console.error(\"Failed to find cell for figure\", id, fig);\n", | |
|
14973 | " return;\n", | |
|
14974 | " }\n", | |
|
14975 | "\n", | |
|
14976 | " var output_index = fig.cell_info[2]\n", | |
|
14977 | " var cell = fig.cell_info[0];\n", | |
|
14978 | "\n", | |
|
14979 | "};\n", | |
|
14980 | "\n", | |
|
14981 | "mpl.figure.prototype.handle_close = function(fig, msg) {\n", | |
|
14982 | " var width = fig.canvas.width/mpl.ratio\n", | |
|
14983 | " fig.root.unbind('remove')\n", | |
|
14984 | "\n", | |
|
14985 | " // Update the output cell to use the data from the current canvas.\n", | |
|
14986 | " fig.push_to_output();\n", | |
|
14987 | " var dataURL = fig.canvas.toDataURL();\n", | |
|
14988 | " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", | |
|
14989 | " // the notebook keyboard shortcuts fail.\n", | |
|
14990 | " IPython.keyboard_manager.enable()\n", | |
|
14991 | " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n", | |
|
14992 | " fig.close_ws(fig, msg);\n", | |
|
14993 | "}\n", | |
|
14994 | "\n", | |
|
14995 | "mpl.figure.prototype.close_ws = function(fig, msg){\n", | |
|
14996 | " fig.send_message('closing', msg);\n", | |
|
14997 | " // fig.ws.close()\n", | |
|
14998 | "}\n", | |
|
14999 | "\n", | |
|
15000 | "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n", | |
|
15001 | " // Turn the data on the canvas into data in the output cell.\n", | |
|
15002 | " var width = this.canvas.width/mpl.ratio\n", | |
|
15003 | " var dataURL = this.canvas.toDataURL();\n", | |
|
15004 | " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", | |
|
15005 | "}\n", | |
|
15006 | "\n", | |
|
15007 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
15008 | " // Tell IPython that the notebook contents must change.\n", | |
|
15009 | " IPython.notebook.set_dirty(true);\n", | |
|
15010 | " this.send_message(\"ack\", {});\n", | |
|
15011 | " var fig = this;\n", | |
|
15012 | " // Wait a second, then push the new image to the DOM so\n", | |
|
15013 | " // that it is saved nicely (might be nice to debounce this).\n", | |
|
15014 | " setTimeout(function () { fig.push_to_output() }, 1000);\n", | |
|
15015 | "}\n", | |
|
15016 | "\n", | |
|
15017 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
15018 | " var fig = this;\n", | |
|
15019 | "\n", | |
|
15020 | " var nav_element = $('<div/>')\n", | |
|
15021 | " nav_element.attr('style', 'width: 100%');\n", | |
|
15022 | " this.root.append(nav_element);\n", | |
|
15023 | "\n", | |
|
15024 | " // Define a callback function for later on.\n", | |
|
15025 | " function toolbar_event(event) {\n", | |
|
15026 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
15027 | " }\n", | |
|
15028 | " function toolbar_mouse_event(event) {\n", | |
|
15029 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
15030 | " }\n", | |
|
15031 | "\n", | |
|
15032 | " for(var toolbar_ind in mpl.toolbar_items){\n", | |
|
15033 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
15034 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
15035 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
15036 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
15037 | "\n", | |
|
15038 | " if (!name) { continue; };\n", | |
|
15039 | "\n", | |
|
15040 | " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n", | |
|
15041 | " button.click(method_name, toolbar_event);\n", | |
|
15042 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
15043 | " nav_element.append(button);\n", | |
|
15044 | " }\n", | |
|
15045 | "\n", | |
|
15046 | " // Add the status bar.\n", | |
|
15047 | " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n", | |
|
15048 | " nav_element.append(status_bar);\n", | |
|
15049 | " this.message = status_bar[0];\n", | |
|
15050 | "\n", | |
|
15051 | " // Add the close button to the window.\n", | |
|
15052 | " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n", | |
|
15053 | " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n", | |
|
15054 | " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", | |
|
15055 | " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", | |
|
15056 | " buttongrp.append(button);\n", | |
|
15057 | " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", | |
|
15058 | " titlebar.prepend(buttongrp);\n", | |
|
15059 | "}\n", | |
|
15060 | "\n", | |
|
15061 | "mpl.figure.prototype._root_extra_style = function(el){\n", | |
|
15062 | " var fig = this\n", | |
|
15063 | " el.on(\"remove\", function(){\n", | |
|
15064 | "\tfig.close_ws(fig, {});\n", | |
|
15065 | " });\n", | |
|
15066 | "}\n", | |
|
15067 | "\n", | |
|
15068 | "mpl.figure.prototype._canvas_extra_style = function(el){\n", | |
|
15069 | " // this is important to make the div 'focusable\n", | |
|
15070 | " el.attr('tabindex', 0)\n", | |
|
15071 | " // reach out to IPython and tell the keyboard manager to turn it's self\n", | |
|
15072 | " // off when our div gets focus\n", | |
|
15073 | "\n", | |
|
15074 | " // location in version 3\n", | |
|
15075 | " if (IPython.notebook.keyboard_manager) {\n", | |
|
15076 | " IPython.notebook.keyboard_manager.register_events(el);\n", | |
|
15077 | " }\n", | |
|
15078 | " else {\n", | |
|
15079 | " // location in version 2\n", | |
|
15080 | " IPython.keyboard_manager.register_events(el);\n", | |
|
15081 | " }\n", | |
|
15082 | "\n", | |
|
15083 | "}\n", | |
|
15084 | "\n", | |
|
15085 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
15086 | " var manager = IPython.notebook.keyboard_manager;\n", | |
|
15087 | " if (!manager)\n", | |
|
15088 | " manager = IPython.keyboard_manager;\n", | |
|
15089 | "\n", | |
|
15090 | " // Check for shift+enter\n", | |
|
15091 | " if (event.shiftKey && event.which == 13) {\n", | |
|
15092 | " this.canvas_div.blur();\n", | |
|
15093 | " event.shiftKey = false;\n", | |
|
15094 | " // Send a \"J\" for go to next cell\n", | |
|
15095 | " event.which = 74;\n", | |
|
15096 | " event.keyCode = 74;\n", | |
|
15097 | " manager.command_mode();\n", | |
|
15098 | " manager.handle_keydown(event);\n", | |
|
15099 | " }\n", | |
|
15100 | "}\n", | |
|
15101 | "\n", | |
|
15102 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
15103 | " fig.ondownload(fig, null);\n", | |
|
15104 | "}\n", | |
|
15105 | "\n", | |
|
15106 | "\n", | |
|
15107 | "mpl.find_output_cell = function(html_output) {\n", | |
|
15108 | " // Return the cell and output element which can be found *uniquely* in the notebook.\n", | |
|
15109 | " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", | |
|
15110 | " // IPython event is triggered only after the cells have been serialised, which for\n", | |
|
15111 | " // our purposes (turning an active figure into a static one), is too late.\n", | |
|
15112 | " var cells = IPython.notebook.get_cells();\n", | |
|
15113 | " var ncells = cells.length;\n", | |
|
15114 | " for (var i=0; i<ncells; i++) {\n", | |
|
15115 | " var cell = cells[i];\n", | |
|
15116 | " if (cell.cell_type === 'code'){\n", | |
|
15117 | " for (var j=0; j<cell.output_area.outputs.length; j++) {\n", | |
|
15118 | " var data = cell.output_area.outputs[j];\n", | |
|
15119 | " if (data.data) {\n", | |
|
15120 | " // IPython >= 3 moved mimebundle to data attribute of output\n", | |
|
15121 | " data = data.data;\n", | |
|
15122 | " }\n", | |
|
15123 | " if (data['text/html'] == html_output) {\n", | |
|
15124 | " return [cell, data, j];\n", | |
|
15125 | " }\n", | |
|
15126 | " }\n", | |
|
15127 | " }\n", | |
|
15128 | " }\n", | |
|
15129 | "}\n", | |
|
15130 | "\n", | |
|
15131 | "// Register the function which deals with the matplotlib target/channel.\n", | |
|
15132 | "// The kernel may be null if the page has been refreshed.\n", | |
|
15133 | "if (IPython.notebook.kernel != null) {\n", | |
|
15134 | " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", | |
|
15135 | "}\n" | |
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15136 | ], | |
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15137 | "text/plain": [ | |
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15138 | "<IPython.core.display.Javascript object>" | |
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15139 | ] | |
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15140 | }, | |
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15141 | "metadata": {}, | |
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15142 | "output_type": "display_data" | |
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15143 | }, | |
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15144 | { | |
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15145 | "data": { | |
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15146 | "text/html": [ | |
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\" width=\"900\">" | |
|
15148 | ], | |
|
15149 | "text/plain": [ | |
|
15150 | "<IPython.core.display.HTML object>" | |
|
15151 | ] | |
|
15152 | }, | |
|
15153 | "metadata": {}, | |
|
15154 | "output_type": "display_data" | |
|
15155 | }, | |
|
15156 | { | |
|
15157 | "data": { | |
|
15158 | "application/javascript": [ | |
|
15159 | "/* Put everything inside the global mpl namespace */\n", | |
|
15160 | "window.mpl = {};\n", | |
|
15161 | "\n", | |
|
15162 | "\n", | |
|
15163 | "mpl.get_websocket_type = function() {\n", | |
|
15164 | " if (typeof(WebSocket) !== 'undefined') {\n", | |
|
15165 | " return WebSocket;\n", | |
|
15166 | " } else if (typeof(MozWebSocket) !== 'undefined') {\n", | |
|
15167 | " return MozWebSocket;\n", | |
|
15168 | " } else {\n", | |
|
15169 | " alert('Your browser does not have WebSocket support.' +\n", | |
|
15170 | " 'Please try Chrome, Safari or Firefox β₯ 6. ' +\n", | |
|
15171 | " 'Firefox 4 and 5 are also supported but you ' +\n", | |
|
15172 | " 'have to enable WebSockets in about:config.');\n", | |
|
15173 | " };\n", | |
|
15174 | "}\n", | |
|
15175 | "\n", | |
|
15176 | "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", | |
|
15177 | " this.id = figure_id;\n", | |
|
15178 | "\n", | |
|
15179 | " this.ws = websocket;\n", | |
|
15180 | "\n", | |
|
15181 | " this.supports_binary = (this.ws.binaryType != undefined);\n", | |
|
15182 | "\n", | |
|
15183 | " if (!this.supports_binary) {\n", | |
|
15184 | " var warnings = document.getElementById(\"mpl-warnings\");\n", | |
|
15185 | " if (warnings) {\n", | |
|
15186 | " warnings.style.display = 'block';\n", | |
|
15187 | " warnings.textContent = (\n", | |
|
15188 | " \"This browser does not support binary websocket messages. \" +\n", | |
|
15189 | " \"Performance may be slow.\");\n", | |
|
15190 | " }\n", | |
|
15191 | " }\n", | |
|
15192 | "\n", | |
|
15193 | " this.imageObj = new Image();\n", | |
|
15194 | "\n", | |
|
15195 | " this.context = undefined;\n", | |
|
15196 | " this.message = undefined;\n", | |
|
15197 | " this.canvas = undefined;\n", | |
|
15198 | " this.rubberband_canvas = undefined;\n", | |
|
15199 | " this.rubberband_context = undefined;\n", | |
|
15200 | " this.format_dropdown = undefined;\n", | |
|
15201 | "\n", | |
|
15202 | " this.image_mode = 'full';\n", | |
|
15203 | "\n", | |
|
15204 | " this.root = $('<div/>');\n", | |
|
15205 | " this._root_extra_style(this.root)\n", | |
|
15206 | " this.root.attr('style', 'display: inline-block');\n", | |
|
15207 | "\n", | |
|
15208 | " $(parent_element).append(this.root);\n", | |
|
15209 | "\n", | |
|
15210 | " this._init_header(this);\n", | |
|
15211 | " this._init_canvas(this);\n", | |
|
15212 | " this._init_toolbar(this);\n", | |
|
15213 | "\n", | |
|
15214 | " var fig = this;\n", | |
|
15215 | "\n", | |
|
15216 | " this.waiting = false;\n", | |
|
15217 | "\n", | |
|
15218 | " this.ws.onopen = function () {\n", | |
|
15219 | " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", | |
|
15220 | " fig.send_message(\"send_image_mode\", {});\n", | |
|
15221 | " if (mpl.ratio != 1) {\n", | |
|
15222 | " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", | |
|
15223 | " }\n", | |
|
15224 | " fig.send_message(\"refresh\", {});\n", | |
|
15225 | " }\n", | |
|
15226 | "\n", | |
|
15227 | " this.imageObj.onload = function() {\n", | |
|
15228 | " if (fig.image_mode == 'full') {\n", | |
|
15229 | " // Full images could contain transparency (where diff images\n", | |
|
15230 | " // almost always do), so we need to clear the canvas so that\n", | |
|
15231 | " // there is no ghosting.\n", | |
|
15232 | " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
15233 | " }\n", | |
|
15234 | " fig.context.drawImage(fig.imageObj, 0, 0);\n", | |
|
15235 | " };\n", | |
|
15236 | "\n", | |
|
15237 | " this.imageObj.onunload = function() {\n", | |
|
15238 | " fig.ws.close();\n", | |
|
15239 | " }\n", | |
|
15240 | "\n", | |
|
15241 | " this.ws.onmessage = this._make_on_message_function(this);\n", | |
|
15242 | "\n", | |
|
15243 | " this.ondownload = ondownload;\n", | |
|
15244 | "}\n", | |
|
15245 | "\n", | |
|
15246 | "mpl.figure.prototype._init_header = function() {\n", | |
|
15247 | " var titlebar = $(\n", | |
|
15248 | " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n", | |
|
15249 | " 'ui-helper-clearfix\"/>');\n", | |
|
15250 | " var titletext = $(\n", | |
|
15251 | " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n", | |
|
15252 | " 'text-align: center; padding: 3px;\"/>');\n", | |
|
15253 | " titlebar.append(titletext)\n", | |
|
15254 | " this.root.append(titlebar);\n", | |
|
15255 | " this.header = titletext[0];\n", | |
|
15256 | "}\n", | |
|
15257 | "\n", | |
|
15258 | "\n", | |
|
15259 | "\n", | |
|
15260 | "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", | |
|
15261 | "\n", | |
|
15262 | "}\n", | |
|
15263 | "\n", | |
|
15264 | "\n", | |
|
15265 | "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", | |
|
15266 | "\n", | |
|
15267 | "}\n", | |
|
15268 | "\n", | |
|
15269 | "mpl.figure.prototype._init_canvas = function() {\n", | |
|
15270 | " var fig = this;\n", | |
|
15271 | "\n", | |
|
15272 | " var canvas_div = $('<div/>');\n", | |
|
15273 | "\n", | |
|
15274 | " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", | |
|
15275 | "\n", | |
|
15276 | " function canvas_keyboard_event(event) {\n", | |
|
15277 | " return fig.key_event(event, event['data']);\n", | |
|
15278 | " }\n", | |
|
15279 | "\n", | |
|
15280 | " canvas_div.keydown('key_press', canvas_keyboard_event);\n", | |
|
15281 | " canvas_div.keyup('key_release', canvas_keyboard_event);\n", | |
|
15282 | " this.canvas_div = canvas_div\n", | |
|
15283 | " this._canvas_extra_style(canvas_div)\n", | |
|
15284 | " this.root.append(canvas_div);\n", | |
|
15285 | "\n", | |
|
15286 | " var canvas = $('<canvas/>');\n", | |
|
15287 | " canvas.addClass('mpl-canvas');\n", | |
|
15288 | " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", | |
|
15289 | "\n", | |
|
15290 | " this.canvas = canvas[0];\n", | |
|
15291 | " this.context = canvas[0].getContext(\"2d\");\n", | |
|
15292 | "\n", | |
|
15293 | " var backingStore = this.context.backingStorePixelRatio ||\n", | |
|
15294 | "\tthis.context.webkitBackingStorePixelRatio ||\n", | |
|
15295 | "\tthis.context.mozBackingStorePixelRatio ||\n", | |
|
15296 | "\tthis.context.msBackingStorePixelRatio ||\n", | |
|
15297 | "\tthis.context.oBackingStorePixelRatio ||\n", | |
|
15298 | "\tthis.context.backingStorePixelRatio || 1;\n", | |
|
15299 | "\n", | |
|
15300 | " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", | |
|
15301 | "\n", | |
|
15302 | " var rubberband = $('<canvas/>');\n", | |
|
15303 | " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", | |
|
15304 | "\n", | |
|
15305 | " var pass_mouse_events = true;\n", | |
|
15306 | "\n", | |
|
15307 | " canvas_div.resizable({\n", | |
|
15308 | " start: function(event, ui) {\n", | |
|
15309 | " pass_mouse_events = false;\n", | |
|
15310 | " },\n", | |
|
15311 | " resize: function(event, ui) {\n", | |
|
15312 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
15313 | " },\n", | |
|
15314 | " stop: function(event, ui) {\n", | |
|
15315 | " pass_mouse_events = true;\n", | |
|
15316 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
15317 | " },\n", | |
|
15318 | " });\n", | |
|
15319 | "\n", | |
|
15320 | " function mouse_event_fn(event) {\n", | |
|
15321 | " if (pass_mouse_events)\n", | |
|
15322 | " return fig.mouse_event(event, event['data']);\n", | |
|
15323 | " }\n", | |
|
15324 | "\n", | |
|
15325 | " rubberband.mousedown('button_press', mouse_event_fn);\n", | |
|
15326 | " rubberband.mouseup('button_release', mouse_event_fn);\n", | |
|
15327 | " // Throttle sequential mouse events to 1 every 20ms.\n", | |
|
15328 | " rubberband.mousemove('motion_notify', mouse_event_fn);\n", | |
|
15329 | "\n", | |
|
15330 | " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", | |
|
15331 | " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", | |
|
15332 | "\n", | |
|
15333 | " canvas_div.on(\"wheel\", function (event) {\n", | |
|
15334 | " event = event.originalEvent;\n", | |
|
15335 | " event['data'] = 'scroll'\n", | |
|
15336 | " if (event.deltaY < 0) {\n", | |
|
15337 | " event.step = 1;\n", | |
|
15338 | " } else {\n", | |
|
15339 | " event.step = -1;\n", | |
|
15340 | " }\n", | |
|
15341 | " mouse_event_fn(event);\n", | |
|
15342 | " });\n", | |
|
15343 | "\n", | |
|
15344 | " canvas_div.append(canvas);\n", | |
|
15345 | " canvas_div.append(rubberband);\n", | |
|
15346 | "\n", | |
|
15347 | " this.rubberband = rubberband;\n", | |
|
15348 | " this.rubberband_canvas = rubberband[0];\n", | |
|
15349 | " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", | |
|
15350 | " this.rubberband_context.strokeStyle = \"#000000\";\n", | |
|
15351 | "\n", | |
|
15352 | " this._resize_canvas = function(width, height) {\n", | |
|
15353 | " // Keep the size of the canvas, canvas container, and rubber band\n", | |
|
15354 | " // canvas in synch.\n", | |
|
15355 | " canvas_div.css('width', width)\n", | |
|
15356 | " canvas_div.css('height', height)\n", | |
|
15357 | "\n", | |
|
15358 | " canvas.attr('width', width * mpl.ratio);\n", | |
|
15359 | " canvas.attr('height', height * mpl.ratio);\n", | |
|
15360 | " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", | |
|
15361 | "\n", | |
|
15362 | " rubberband.attr('width', width);\n", | |
|
15363 | " rubberband.attr('height', height);\n", | |
|
15364 | " }\n", | |
|
15365 | "\n", | |
|
15366 | " // Set the figure to an initial 600x600px, this will subsequently be updated\n", | |
|
15367 | " // upon first draw.\n", | |
|
15368 | " this._resize_canvas(600, 600);\n", | |
|
15369 | "\n", | |
|
15370 | " // Disable right mouse context menu.\n", | |
|
15371 | " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", | |
|
15372 | " return false;\n", | |
|
15373 | " });\n", | |
|
15374 | "\n", | |
|
15375 | " function set_focus () {\n", | |
|
15376 | " canvas.focus();\n", | |
|
15377 | " canvas_div.focus();\n", | |
|
15378 | " }\n", | |
|
15379 | "\n", | |
|
15380 | " window.setTimeout(set_focus, 100);\n", | |
|
15381 | "}\n", | |
|
15382 | "\n", | |
|
15383 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
15384 | " var fig = this;\n", | |
|
15385 | "\n", | |
|
15386 | " var nav_element = $('<div/>')\n", | |
|
15387 | " nav_element.attr('style', 'width: 100%');\n", | |
|
15388 | " this.root.append(nav_element);\n", | |
|
15389 | "\n", | |
|
15390 | " // Define a callback function for later on.\n", | |
|
15391 | " function toolbar_event(event) {\n", | |
|
15392 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
15393 | " }\n", | |
|
15394 | " function toolbar_mouse_event(event) {\n", | |
|
15395 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
15396 | " }\n", | |
|
15397 | "\n", | |
|
15398 | " for(var toolbar_ind in mpl.toolbar_items) {\n", | |
|
15399 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
15400 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
15401 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
15402 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
15403 | "\n", | |
|
15404 | " if (!name) {\n", | |
|
15405 | " // put a spacer in here.\n", | |
|
15406 | " continue;\n", | |
|
15407 | " }\n", | |
|
15408 | " var button = $('<button/>');\n", | |
|
15409 | " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n", | |
|
15410 | " 'ui-button-icon-only');\n", | |
|
15411 | " button.attr('role', 'button');\n", | |
|
15412 | " button.attr('aria-disabled', 'false');\n", | |
|
15413 | " button.click(method_name, toolbar_event);\n", | |
|
15414 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
15415 | "\n", | |
|
15416 | " var icon_img = $('<span/>');\n", | |
|
15417 | " icon_img.addClass('ui-button-icon-primary ui-icon');\n", | |
|
15418 | " icon_img.addClass(image);\n", | |
|
15419 | " icon_img.addClass('ui-corner-all');\n", | |
|
15420 | "\n", | |
|
15421 | " var tooltip_span = $('<span/>');\n", | |
|
15422 | " tooltip_span.addClass('ui-button-text');\n", | |
|
15423 | " tooltip_span.html(tooltip);\n", | |
|
15424 | "\n", | |
|
15425 | " button.append(icon_img);\n", | |
|
15426 | " button.append(tooltip_span);\n", | |
|
15427 | "\n", | |
|
15428 | " nav_element.append(button);\n", | |
|
15429 | " }\n", | |
|
15430 | "\n", | |
|
15431 | " var fmt_picker_span = $('<span/>');\n", | |
|
15432 | "\n", | |
|
15433 | " var fmt_picker = $('<select/>');\n", | |
|
15434 | " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n", | |
|
15435 | " fmt_picker_span.append(fmt_picker);\n", | |
|
15436 | " nav_element.append(fmt_picker_span);\n", | |
|
15437 | " this.format_dropdown = fmt_picker[0];\n", | |
|
15438 | "\n", | |
|
15439 | " for (var ind in mpl.extensions) {\n", | |
|
15440 | " var fmt = mpl.extensions[ind];\n", | |
|
15441 | " var option = $(\n", | |
|
15442 | " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n", | |
|
15443 | " fmt_picker.append(option)\n", | |
|
15444 | " }\n", | |
|
15445 | "\n", | |
|
15446 | " // Add hover states to the ui-buttons\n", | |
|
15447 | " $( \".ui-button\" ).hover(\n", | |
|
15448 | " function() { $(this).addClass(\"ui-state-hover\");},\n", | |
|
15449 | " function() { $(this).removeClass(\"ui-state-hover\");}\n", | |
|
15450 | " );\n", | |
|
15451 | "\n", | |
|
15452 | " var status_bar = $('<span class=\"mpl-message\"/>');\n", | |
|
15453 | " nav_element.append(status_bar);\n", | |
|
15454 | " this.message = status_bar[0];\n", | |
|
15455 | "}\n", | |
|
15456 | "\n", | |
|
15457 | "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n", | |
|
15458 | " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", | |
|
15459 | " // which will in turn request a refresh of the image.\n", | |
|
15460 | " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n", | |
|
15461 | "}\n", | |
|
15462 | "\n", | |
|
15463 | "mpl.figure.prototype.send_message = function(type, properties) {\n", | |
|
15464 | " properties['type'] = type;\n", | |
|
15465 | " properties['figure_id'] = this.id;\n", | |
|
15466 | " this.ws.send(JSON.stringify(properties));\n", | |
|
15467 | "}\n", | |
|
15468 | "\n", | |
|
15469 | "mpl.figure.prototype.send_draw_message = function() {\n", | |
|
15470 | " if (!this.waiting) {\n", | |
|
15471 | " this.waiting = true;\n", | |
|
15472 | " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n", | |
|
15473 | " }\n", | |
|
15474 | "}\n", | |
|
15475 | "\n", | |
|
15476 | "\n", | |
|
15477 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
15478 | " var format_dropdown = fig.format_dropdown;\n", | |
|
15479 | " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", | |
|
15480 | " fig.ondownload(fig, format);\n", | |
|
15481 | "}\n", | |
|
15482 | "\n", | |
|
15483 | "\n", | |
|
15484 | "mpl.figure.prototype.handle_resize = function(fig, msg) {\n", | |
|
15485 | " var size = msg['size'];\n", | |
|
15486 | " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n", | |
|
15487 | " fig._resize_canvas(size[0], size[1]);\n", | |
|
15488 | " fig.send_message(\"refresh\", {});\n", | |
|
15489 | " };\n", | |
|
15490 | "}\n", | |
|
15491 | "\n", | |
|
15492 | "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n", | |
|
15493 | " var x0 = msg['x0'] / mpl.ratio;\n", | |
|
15494 | " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n", | |
|
15495 | " var x1 = msg['x1'] / mpl.ratio;\n", | |
|
15496 | " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n", | |
|
15497 | " x0 = Math.floor(x0) + 0.5;\n", | |
|
15498 | " y0 = Math.floor(y0) + 0.5;\n", | |
|
15499 | " x1 = Math.floor(x1) + 0.5;\n", | |
|
15500 | " y1 = Math.floor(y1) + 0.5;\n", | |
|
15501 | " var min_x = Math.min(x0, x1);\n", | |
|
15502 | " var min_y = Math.min(y0, y1);\n", | |
|
15503 | " var width = Math.abs(x1 - x0);\n", | |
|
15504 | " var height = Math.abs(y1 - y0);\n", | |
|
15505 | "\n", | |
|
15506 | " fig.rubberband_context.clearRect(\n", | |
|
15507 | " 0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
15508 | "\n", | |
|
15509 | " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", | |
|
15510 | "}\n", | |
|
15511 | "\n", | |
|
15512 | "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n", | |
|
15513 | " // Updates the figure title.\n", | |
|
15514 | " fig.header.textContent = msg['label'];\n", | |
|
15515 | "}\n", | |
|
15516 | "\n", | |
|
15517 | "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n", | |
|
15518 | " var cursor = msg['cursor'];\n", | |
|
15519 | " switch(cursor)\n", | |
|
15520 | " {\n", | |
|
15521 | " case 0:\n", | |
|
15522 | " cursor = 'pointer';\n", | |
|
15523 | " break;\n", | |
|
15524 | " case 1:\n", | |
|
15525 | " cursor = 'default';\n", | |
|
15526 | " break;\n", | |
|
15527 | " case 2:\n", | |
|
15528 | " cursor = 'crosshair';\n", | |
|
15529 | " break;\n", | |
|
15530 | " case 3:\n", | |
|
15531 | " cursor = 'move';\n", | |
|
15532 | " break;\n", | |
|
15533 | " }\n", | |
|
15534 | " fig.rubberband_canvas.style.cursor = cursor;\n", | |
|
15535 | "}\n", | |
|
15536 | "\n", | |
|
15537 | "mpl.figure.prototype.handle_message = function(fig, msg) {\n", | |
|
15538 | " fig.message.textContent = msg['message'];\n", | |
|
15539 | "}\n", | |
|
15540 | "\n", | |
|
15541 | "mpl.figure.prototype.handle_draw = function(fig, msg) {\n", | |
|
15542 | " // Request the server to send over a new figure.\n", | |
|
15543 | " fig.send_draw_message();\n", | |
|
15544 | "}\n", | |
|
15545 | "\n", | |
|
15546 | "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n", | |
|
15547 | " fig.image_mode = msg['mode'];\n", | |
|
15548 | "}\n", | |
|
15549 | "\n", | |
|
15550 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
15551 | " // Called whenever the canvas gets updated.\n", | |
|
15552 | " this.send_message(\"ack\", {});\n", | |
|
15553 | "}\n", | |
|
15554 | "\n", | |
|
15555 | "// A function to construct a web socket function for onmessage handling.\n", | |
|
15556 | "// Called in the figure constructor.\n", | |
|
15557 | "mpl.figure.prototype._make_on_message_function = function(fig) {\n", | |
|
15558 | " return function socket_on_message(evt) {\n", | |
|
15559 | " if (evt.data instanceof Blob) {\n", | |
|
15560 | " /* FIXME: We get \"Resource interpreted as Image but\n", | |
|
15561 | " * transferred with MIME type text/plain:\" errors on\n", | |
|
15562 | " * Chrome. But how to set the MIME type? It doesn't seem\n", | |
|
15563 | " * to be part of the websocket stream */\n", | |
|
15564 | " evt.data.type = \"image/png\";\n", | |
|
15565 | "\n", | |
|
15566 | " /* Free the memory for the previous frames */\n", | |
|
15567 | " if (fig.imageObj.src) {\n", | |
|
15568 | " (window.URL || window.webkitURL).revokeObjectURL(\n", | |
|
15569 | " fig.imageObj.src);\n", | |
|
15570 | " }\n", | |
|
15571 | "\n", | |
|
15572 | " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", | |
|
15573 | " evt.data);\n", | |
|
15574 | " fig.updated_canvas_event();\n", | |
|
15575 | " fig.waiting = false;\n", | |
|
15576 | " return;\n", | |
|
15577 | " }\n", | |
|
15578 | " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n", | |
|
15579 | " fig.imageObj.src = evt.data;\n", | |
|
15580 | " fig.updated_canvas_event();\n", | |
|
15581 | " fig.waiting = false;\n", | |
|
15582 | " return;\n", | |
|
15583 | " }\n", | |
|
15584 | "\n", | |
|
15585 | " var msg = JSON.parse(evt.data);\n", | |
|
15586 | " var msg_type = msg['type'];\n", | |
|
15587 | "\n", | |
|
15588 | " // Call the \"handle_{type}\" callback, which takes\n", | |
|
15589 | " // the figure and JSON message as its only arguments.\n", | |
|
15590 | " try {\n", | |
|
15591 | " var callback = fig[\"handle_\" + msg_type];\n", | |
|
15592 | " } catch (e) {\n", | |
|
15593 | " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n", | |
|
15594 | " return;\n", | |
|
15595 | " }\n", | |
|
15596 | "\n", | |
|
15597 | " if (callback) {\n", | |
|
15598 | " try {\n", | |
|
15599 | " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", | |
|
15600 | " callback(fig, msg);\n", | |
|
15601 | " } catch (e) {\n", | |
|
15602 | " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n", | |
|
15603 | " }\n", | |
|
15604 | " }\n", | |
|
15605 | " };\n", | |
|
15606 | "}\n", | |
|
15607 | "\n", | |
|
15608 | "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", | |
|
15609 | "mpl.findpos = function(e) {\n", | |
|
15610 | " //this section is from http://www.quirksmode.org/js/events_properties.html\n", | |
|
15611 | " var targ;\n", | |
|
15612 | " if (!e)\n", | |
|
15613 | " e = window.event;\n", | |
|
15614 | " if (e.target)\n", | |
|
15615 | " targ = e.target;\n", | |
|
15616 | " else if (e.srcElement)\n", | |
|
15617 | " targ = e.srcElement;\n", | |
|
15618 | " if (targ.nodeType == 3) // defeat Safari bug\n", | |
|
15619 | " targ = targ.parentNode;\n", | |
|
15620 | "\n", | |
|
15621 | " // jQuery normalizes the pageX and pageY\n", | |
|
15622 | " // pageX,Y are the mouse positions relative to the document\n", | |
|
15623 | " // offset() returns the position of the element relative to the document\n", | |
|
15624 | " var x = e.pageX - $(targ).offset().left;\n", | |
|
15625 | " var y = e.pageY - $(targ).offset().top;\n", | |
|
15626 | "\n", | |
|
15627 | " return {\"x\": x, \"y\": y};\n", | |
|
15628 | "};\n", | |
|
15629 | "\n", | |
|
15630 | "/*\n", | |
|
15631 | " * return a copy of an object with only non-object keys\n", | |
|
15632 | " * we need this to avoid circular references\n", | |
|
15633 | " * http://stackoverflow.com/a/24161582/3208463\n", | |
|
15634 | " */\n", | |
|
15635 | "function simpleKeys (original) {\n", | |
|
15636 | " return Object.keys(original).reduce(function (obj, key) {\n", | |
|
15637 | " if (typeof original[key] !== 'object')\n", | |
|
15638 | " obj[key] = original[key]\n", | |
|
15639 | " return obj;\n", | |
|
15640 | " }, {});\n", | |
|
15641 | "}\n", | |
|
15642 | "\n", | |
|
15643 | "mpl.figure.prototype.mouse_event = function(event, name) {\n", | |
|
15644 | " var canvas_pos = mpl.findpos(event)\n", | |
|
15645 | "\n", | |
|
15646 | " if (name === 'button_press')\n", | |
|
15647 | " {\n", | |
|
15648 | " this.canvas.focus();\n", | |
|
15649 | " this.canvas_div.focus();\n", | |
|
15650 | " }\n", | |
|
15651 | "\n", | |
|
15652 | " var x = canvas_pos.x * mpl.ratio;\n", | |
|
15653 | " var y = canvas_pos.y * mpl.ratio;\n", | |
|
15654 | "\n", | |
|
15655 | " this.send_message(name, {x: x, y: y, button: event.button,\n", | |
|
15656 | " step: event.step,\n", | |
|
15657 | " guiEvent: simpleKeys(event)});\n", | |
|
15658 | "\n", | |
|
15659 | " /* This prevents the web browser from automatically changing to\n", | |
|
15660 | " * the text insertion cursor when the button is pressed. We want\n", | |
|
15661 | " * to control all of the cursor setting manually through the\n", | |
|
15662 | " * 'cursor' event from matplotlib */\n", | |
|
15663 | " event.preventDefault();\n", | |
|
15664 | " return false;\n", | |
|
15665 | "}\n", | |
|
15666 | "\n", | |
|
15667 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
15668 | " // Handle any extra behaviour associated with a key event\n", | |
|
15669 | "}\n", | |
|
15670 | "\n", | |
|
15671 | "mpl.figure.prototype.key_event = function(event, name) {\n", | |
|
15672 | "\n", | |
|
15673 | " // Prevent repeat events\n", | |
|
15674 | " if (name == 'key_press')\n", | |
|
15675 | " {\n", | |
|
15676 | " if (event.which === this._key)\n", | |
|
15677 | " return;\n", | |
|
15678 | " else\n", | |
|
15679 | " this._key = event.which;\n", | |
|
15680 | " }\n", | |
|
15681 | " if (name == 'key_release')\n", | |
|
15682 | " this._key = null;\n", | |
|
15683 | "\n", | |
|
15684 | " var value = '';\n", | |
|
15685 | " if (event.ctrlKey && event.which != 17)\n", | |
|
15686 | " value += \"ctrl+\";\n", | |
|
15687 | " if (event.altKey && event.which != 18)\n", | |
|
15688 | " value += \"alt+\";\n", | |
|
15689 | " if (event.shiftKey && event.which != 16)\n", | |
|
15690 | " value += \"shift+\";\n", | |
|
15691 | "\n", | |
|
15692 | " value += 'k';\n", | |
|
15693 | " value += event.which.toString();\n", | |
|
15694 | "\n", | |
|
15695 | " this._key_event_extra(event, name);\n", | |
|
15696 | "\n", | |
|
15697 | " this.send_message(name, {key: value,\n", | |
|
15698 | " guiEvent: simpleKeys(event)});\n", | |
|
15699 | " return false;\n", | |
|
15700 | "}\n", | |
|
15701 | "\n", | |
|
15702 | "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n", | |
|
15703 | " if (name == 'download') {\n", | |
|
15704 | " this.handle_save(this, null);\n", | |
|
15705 | " } else {\n", | |
|
15706 | " this.send_message(\"toolbar_button\", {name: name});\n", | |
|
15707 | " }\n", | |
|
15708 | "};\n", | |
|
15709 | "\n", | |
|
15710 | "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n", | |
|
15711 | " this.message.textContent = tooltip;\n", | |
|
15712 | "};\n", | |
|
15713 | "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", | |
|
15714 | "\n", | |
|
15715 | "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", | |
|
15716 | "\n", | |
|
15717 | "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", | |
|
15718 | " // Create a \"websocket\"-like object which calls the given IPython comm\n", | |
|
15719 | " // object with the appropriate methods. Currently this is a non binary\n", | |
|
15720 | " // socket, so there is still some room for performance tuning.\n", | |
|
15721 | " var ws = {};\n", | |
|
15722 | "\n", | |
|
15723 | " ws.close = function() {\n", | |
|
15724 | " comm.close()\n", | |
|
15725 | " };\n", | |
|
15726 | " ws.send = function(m) {\n", | |
|
15727 | " //console.log('sending', m);\n", | |
|
15728 | " comm.send(m);\n", | |
|
15729 | " };\n", | |
|
15730 | " // Register the callback with on_msg.\n", | |
|
15731 | " comm.on_msg(function(msg) {\n", | |
|
15732 | " //console.log('receiving', msg['content']['data'], msg);\n", | |
|
15733 | " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", | |
|
15734 | " ws.onmessage(msg['content']['data'])\n", | |
|
15735 | " });\n", | |
|
15736 | " return ws;\n", | |
|
15737 | "}\n", | |
|
15738 | "\n", | |
|
15739 | "mpl.mpl_figure_comm = function(comm, msg) {\n", | |
|
15740 | " // This is the function which gets called when the mpl process\n", | |
|
15741 | " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", | |
|
15742 | "\n", | |
|
15743 | " var id = msg.content.data.id;\n", | |
|
15744 | " // Get hold of the div created by the display call when the Comm\n", | |
|
15745 | " // socket was opened in Python.\n", | |
|
15746 | " var element = $(\"#\" + id);\n", | |
|
15747 | " var ws_proxy = comm_websocket_adapter(comm)\n", | |
|
15748 | "\n", | |
|
15749 | " function ondownload(figure, format) {\n", | |
|
15750 | " window.open(figure.imageObj.src);\n", | |
|
15751 | " }\n", | |
|
15752 | "\n", | |
|
15753 | " var fig = new mpl.figure(id, ws_proxy,\n", | |
|
15754 | " ondownload,\n", | |
|
15755 | " element.get(0));\n", | |
|
15756 | "\n", | |
|
15757 | " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", | |
|
15758 | " // web socket which is closed, not our websocket->open comm proxy.\n", | |
|
15759 | " ws_proxy.onopen();\n", | |
|
15760 | "\n", | |
|
15761 | " fig.parent_element = element.get(0);\n", | |
|
15762 | " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", | |
|
15763 | " if (!fig.cell_info) {\n", | |
|
15764 | " console.error(\"Failed to find cell for figure\", id, fig);\n", | |
|
15765 | " return;\n", | |
|
15766 | " }\n", | |
|
15767 | "\n", | |
|
15768 | " var output_index = fig.cell_info[2]\n", | |
|
15769 | " var cell = fig.cell_info[0];\n", | |
|
15770 | "\n", | |
|
15771 | "};\n", | |
|
15772 | "\n", | |
|
15773 | "mpl.figure.prototype.handle_close = function(fig, msg) {\n", | |
|
15774 | " var width = fig.canvas.width/mpl.ratio\n", | |
|
15775 | " fig.root.unbind('remove')\n", | |
|
15776 | "\n", | |
|
15777 | " // Update the output cell to use the data from the current canvas.\n", | |
|
15778 | " fig.push_to_output();\n", | |
|
15779 | " var dataURL = fig.canvas.toDataURL();\n", | |
|
15780 | " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", | |
|
15781 | " // the notebook keyboard shortcuts fail.\n", | |
|
15782 | " IPython.keyboard_manager.enable()\n", | |
|
15783 | " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n", | |
|
15784 | " fig.close_ws(fig, msg);\n", | |
|
15785 | "}\n", | |
|
15786 | "\n", | |
|
15787 | "mpl.figure.prototype.close_ws = function(fig, msg){\n", | |
|
15788 | " fig.send_message('closing', msg);\n", | |
|
15789 | " // fig.ws.close()\n", | |
|
15790 | "}\n", | |
|
15791 | "\n", | |
|
15792 | "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n", | |
|
15793 | " // Turn the data on the canvas into data in the output cell.\n", | |
|
15794 | " var width = this.canvas.width/mpl.ratio\n", | |
|
15795 | " var dataURL = this.canvas.toDataURL();\n", | |
|
15796 | " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", | |
|
15797 | "}\n", | |
|
15798 | "\n", | |
|
15799 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
15800 | " // Tell IPython that the notebook contents must change.\n", | |
|
15801 | " IPython.notebook.set_dirty(true);\n", | |
|
15802 | " this.send_message(\"ack\", {});\n", | |
|
15803 | " var fig = this;\n", | |
|
15804 | " // Wait a second, then push the new image to the DOM so\n", | |
|
15805 | " // that it is saved nicely (might be nice to debounce this).\n", | |
|
15806 | " setTimeout(function () { fig.push_to_output() }, 1000);\n", | |
|
15807 | "}\n", | |
|
15808 | "\n", | |
|
15809 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
15810 | " var fig = this;\n", | |
|
15811 | "\n", | |
|
15812 | " var nav_element = $('<div/>')\n", | |
|
15813 | " nav_element.attr('style', 'width: 100%');\n", | |
|
15814 | " this.root.append(nav_element);\n", | |
|
15815 | "\n", | |
|
15816 | " // Define a callback function for later on.\n", | |
|
15817 | " function toolbar_event(event) {\n", | |
|
15818 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
15819 | " }\n", | |
|
15820 | " function toolbar_mouse_event(event) {\n", | |
|
15821 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
15822 | " }\n", | |
|
15823 | "\n", | |
|
15824 | " for(var toolbar_ind in mpl.toolbar_items){\n", | |
|
15825 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
15826 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
15827 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
15828 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
15829 | "\n", | |
|
15830 | " if (!name) { continue; };\n", | |
|
15831 | "\n", | |
|
15832 | " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n", | |
|
15833 | " button.click(method_name, toolbar_event);\n", | |
|
15834 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
15835 | " nav_element.append(button);\n", | |
|
15836 | " }\n", | |
|
15837 | "\n", | |
|
15838 | " // Add the status bar.\n", | |
|
15839 | " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n", | |
|
15840 | " nav_element.append(status_bar);\n", | |
|
15841 | " this.message = status_bar[0];\n", | |
|
15842 | "\n", | |
|
15843 | " // Add the close button to the window.\n", | |
|
15844 | " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n", | |
|
15845 | " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n", | |
|
15846 | " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", | |
|
15847 | " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", | |
|
15848 | " buttongrp.append(button);\n", | |
|
15849 | " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", | |
|
15850 | " titlebar.prepend(buttongrp);\n", | |
|
15851 | "}\n", | |
|
15852 | "\n", | |
|
15853 | "mpl.figure.prototype._root_extra_style = function(el){\n", | |
|
15854 | " var fig = this\n", | |
|
15855 | " el.on(\"remove\", function(){\n", | |
|
15856 | "\tfig.close_ws(fig, {});\n", | |
|
15857 | " });\n", | |
|
15858 | "}\n", | |
|
15859 | "\n", | |
|
15860 | "mpl.figure.prototype._canvas_extra_style = function(el){\n", | |
|
15861 | " // this is important to make the div 'focusable\n", | |
|
15862 | " el.attr('tabindex', 0)\n", | |
|
15863 | " // reach out to IPython and tell the keyboard manager to turn it's self\n", | |
|
15864 | " // off when our div gets focus\n", | |
|
15865 | "\n", | |
|
15866 | " // location in version 3\n", | |
|
15867 | " if (IPython.notebook.keyboard_manager) {\n", | |
|
15868 | " IPython.notebook.keyboard_manager.register_events(el);\n", | |
|
15869 | " }\n", | |
|
15870 | " else {\n", | |
|
15871 | " // location in version 2\n", | |
|
15872 | " IPython.keyboard_manager.register_events(el);\n", | |
|
15873 | " }\n", | |
|
15874 | "\n", | |
|
15875 | "}\n", | |
|
15876 | "\n", | |
|
15877 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
15878 | " var manager = IPython.notebook.keyboard_manager;\n", | |
|
15879 | " if (!manager)\n", | |
|
15880 | " manager = IPython.keyboard_manager;\n", | |
|
15881 | "\n", | |
|
15882 | " // Check for shift+enter\n", | |
|
15883 | " if (event.shiftKey && event.which == 13) {\n", | |
|
15884 | " this.canvas_div.blur();\n", | |
|
15885 | " event.shiftKey = false;\n", | |
|
15886 | " // Send a \"J\" for go to next cell\n", | |
|
15887 | " event.which = 74;\n", | |
|
15888 | " event.keyCode = 74;\n", | |
|
15889 | " manager.command_mode();\n", | |
|
15890 | " manager.handle_keydown(event);\n", | |
|
15891 | " }\n", | |
|
15892 | "}\n", | |
|
15893 | "\n", | |
|
15894 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
15895 | " fig.ondownload(fig, null);\n", | |
|
15896 | "}\n", | |
|
15897 | "\n", | |
|
15898 | "\n", | |
|
15899 | "mpl.find_output_cell = function(html_output) {\n", | |
|
15900 | " // Return the cell and output element which can be found *uniquely* in the notebook.\n", | |
|
15901 | " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", | |
|
15902 | " // IPython event is triggered only after the cells have been serialised, which for\n", | |
|
15903 | " // our purposes (turning an active figure into a static one), is too late.\n", | |
|
15904 | " var cells = IPython.notebook.get_cells();\n", | |
|
15905 | " var ncells = cells.length;\n", | |
|
15906 | " for (var i=0; i<ncells; i++) {\n", | |
|
15907 | " var cell = cells[i];\n", | |
|
15908 | " if (cell.cell_type === 'code'){\n", | |
|
15909 | " for (var j=0; j<cell.output_area.outputs.length; j++) {\n", | |
|
15910 | " var data = cell.output_area.outputs[j];\n", | |
|
15911 | " if (data.data) {\n", | |
|
15912 | " // IPython >= 3 moved mimebundle to data attribute of output\n", | |
|
15913 | " data = data.data;\n", | |
|
15914 | " }\n", | |
|
15915 | " if (data['text/html'] == html_output) {\n", | |
|
15916 | " return [cell, data, j];\n", | |
|
15917 | " }\n", | |
|
15918 | " }\n", | |
|
15919 | " }\n", | |
|
15920 | " }\n", | |
|
15921 | "}\n", | |
|
15922 | "\n", | |
|
15923 | "// Register the function which deals with the matplotlib target/channel.\n", | |
|
15924 | "// The kernel may be null if the page has been refreshed.\n", | |
|
15925 | "if (IPython.notebook.kernel != null) {\n", | |
|
15926 | " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", | |
|
15927 | "}\n" | |
|
15928 | ], | |
|
15929 | "text/plain": [ | |
|
15930 | "<IPython.core.display.Javascript object>" | |
|
15931 | ] | |
|
15932 | }, | |
|
15933 | "metadata": {}, | |
|
15934 | "output_type": "display_data" | |
|
15935 | }, | |
|
15936 | { | |
|
15937 | "data": { | |
|
15938 | "text/html": [ | |
|
15939 | "<img 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width=\"900\">" | |
|
15940 | ], | |
|
15941 | "text/plain": [ | |
|
15942 | "<IPython.core.display.HTML object>" | |
|
15943 | ] | |
|
15944 | }, | |
|
15945 | "metadata": {}, | |
|
15946 | "output_type": "display_data" | |
|
15947 | }, | |
|
15948 | { | |
|
15949 | "data": { | |
|
15950 | "application/javascript": [ | |
|
15951 | "/* Put everything inside the global mpl namespace */\n", | |
|
15952 | "window.mpl = {};\n", | |
|
15953 | "\n", | |
|
15954 | "\n", | |
|
15955 | "mpl.get_websocket_type = function() {\n", | |
|
15956 | " if (typeof(WebSocket) !== 'undefined') {\n", | |
|
15957 | " return WebSocket;\n", | |
|
15958 | " } else if (typeof(MozWebSocket) !== 'undefined') {\n", | |
|
15959 | " return MozWebSocket;\n", | |
|
15960 | " } else {\n", | |
|
15961 | " alert('Your browser does not have WebSocket support.' +\n", | |
|
15962 | " 'Please try Chrome, Safari or Firefox β₯ 6. ' +\n", | |
|
15963 | " 'Firefox 4 and 5 are also supported but you ' +\n", | |
|
15964 | " 'have to enable WebSockets in about:config.');\n", | |
|
15965 | " };\n", | |
|
15966 | "}\n", | |
|
15967 | "\n", | |
|
15968 | "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", | |
|
15969 | " this.id = figure_id;\n", | |
|
15970 | "\n", | |
|
15971 | " this.ws = websocket;\n", | |
|
15972 | "\n", | |
|
15973 | " this.supports_binary = (this.ws.binaryType != undefined);\n", | |
|
15974 | "\n", | |
|
15975 | " if (!this.supports_binary) {\n", | |
|
15976 | " var warnings = document.getElementById(\"mpl-warnings\");\n", | |
|
15977 | " if (warnings) {\n", | |
|
15978 | " warnings.style.display = 'block';\n", | |
|
15979 | " warnings.textContent = (\n", | |
|
15980 | " \"This browser does not support binary websocket messages. \" +\n", | |
|
15981 | " \"Performance may be slow.\");\n", | |
|
15982 | " }\n", | |
|
15983 | " }\n", | |
|
15984 | "\n", | |
|
15985 | " this.imageObj = new Image();\n", | |
|
15986 | "\n", | |
|
15987 | " this.context = undefined;\n", | |
|
15988 | " this.message = undefined;\n", | |
|
15989 | " this.canvas = undefined;\n", | |
|
15990 | " this.rubberband_canvas = undefined;\n", | |
|
15991 | " this.rubberband_context = undefined;\n", | |
|
15992 | " this.format_dropdown = undefined;\n", | |
|
15993 | "\n", | |
|
15994 | " this.image_mode = 'full';\n", | |
|
15995 | "\n", | |
|
15996 | " this.root = $('<div/>');\n", | |
|
15997 | " this._root_extra_style(this.root)\n", | |
|
15998 | " this.root.attr('style', 'display: inline-block');\n", | |
|
15999 | "\n", | |
|
16000 | " $(parent_element).append(this.root);\n", | |
|
16001 | "\n", | |
|
16002 | " this._init_header(this);\n", | |
|
16003 | " this._init_canvas(this);\n", | |
|
16004 | " this._init_toolbar(this);\n", | |
|
16005 | "\n", | |
|
16006 | " var fig = this;\n", | |
|
16007 | "\n", | |
|
16008 | " this.waiting = false;\n", | |
|
16009 | "\n", | |
|
16010 | " this.ws.onopen = function () {\n", | |
|
16011 | " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", | |
|
16012 | " fig.send_message(\"send_image_mode\", {});\n", | |
|
16013 | " if (mpl.ratio != 1) {\n", | |
|
16014 | " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", | |
|
16015 | " }\n", | |
|
16016 | " fig.send_message(\"refresh\", {});\n", | |
|
16017 | " }\n", | |
|
16018 | "\n", | |
|
16019 | " this.imageObj.onload = function() {\n", | |
|
16020 | " if (fig.image_mode == 'full') {\n", | |
|
16021 | " // Full images could contain transparency (where diff images\n", | |
|
16022 | " // almost always do), so we need to clear the canvas so that\n", | |
|
16023 | " // there is no ghosting.\n", | |
|
16024 | " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
16025 | " }\n", | |
|
16026 | " fig.context.drawImage(fig.imageObj, 0, 0);\n", | |
|
16027 | " };\n", | |
|
16028 | "\n", | |
|
16029 | " this.imageObj.onunload = function() {\n", | |
|
16030 | " fig.ws.close();\n", | |
|
16031 | " }\n", | |
|
16032 | "\n", | |
|
16033 | " this.ws.onmessage = this._make_on_message_function(this);\n", | |
|
16034 | "\n", | |
|
16035 | " this.ondownload = ondownload;\n", | |
|
16036 | "}\n", | |
|
16037 | "\n", | |
|
16038 | "mpl.figure.prototype._init_header = function() {\n", | |
|
16039 | " var titlebar = $(\n", | |
|
16040 | " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n", | |
|
16041 | " 'ui-helper-clearfix\"/>');\n", | |
|
16042 | " var titletext = $(\n", | |
|
16043 | " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n", | |
|
16044 | " 'text-align: center; padding: 3px;\"/>');\n", | |
|
16045 | " titlebar.append(titletext)\n", | |
|
16046 | " this.root.append(titlebar);\n", | |
|
16047 | " this.header = titletext[0];\n", | |
|
16048 | "}\n", | |
|
16049 | "\n", | |
|
16050 | "\n", | |
|
16051 | "\n", | |
|
16052 | "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", | |
|
16053 | "\n", | |
|
16054 | "}\n", | |
|
16055 | "\n", | |
|
16056 | "\n", | |
|
16057 | "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", | |
|
16058 | "\n", | |
|
16059 | "}\n", | |
|
16060 | "\n", | |
|
16061 | "mpl.figure.prototype._init_canvas = function() {\n", | |
|
16062 | " var fig = this;\n", | |
|
16063 | "\n", | |
|
16064 | " var canvas_div = $('<div/>');\n", | |
|
16065 | "\n", | |
|
16066 | " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", | |
|
16067 | "\n", | |
|
16068 | " function canvas_keyboard_event(event) {\n", | |
|
16069 | " return fig.key_event(event, event['data']);\n", | |
|
16070 | " }\n", | |
|
16071 | "\n", | |
|
16072 | " canvas_div.keydown('key_press', canvas_keyboard_event);\n", | |
|
16073 | " canvas_div.keyup('key_release', canvas_keyboard_event);\n", | |
|
16074 | " this.canvas_div = canvas_div\n", | |
|
16075 | " this._canvas_extra_style(canvas_div)\n", | |
|
16076 | " this.root.append(canvas_div);\n", | |
|
16077 | "\n", | |
|
16078 | " var canvas = $('<canvas/>');\n", | |
|
16079 | " canvas.addClass('mpl-canvas');\n", | |
|
16080 | " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", | |
|
16081 | "\n", | |
|
16082 | " this.canvas = canvas[0];\n", | |
|
16083 | " this.context = canvas[0].getContext(\"2d\");\n", | |
|
16084 | "\n", | |
|
16085 | " var backingStore = this.context.backingStorePixelRatio ||\n", | |
|
16086 | "\tthis.context.webkitBackingStorePixelRatio ||\n", | |
|
16087 | "\tthis.context.mozBackingStorePixelRatio ||\n", | |
|
16088 | "\tthis.context.msBackingStorePixelRatio ||\n", | |
|
16089 | "\tthis.context.oBackingStorePixelRatio ||\n", | |
|
16090 | "\tthis.context.backingStorePixelRatio || 1;\n", | |
|
16091 | "\n", | |
|
16092 | " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", | |
|
16093 | "\n", | |
|
16094 | " var rubberband = $('<canvas/>');\n", | |
|
16095 | " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", | |
|
16096 | "\n", | |
|
16097 | " var pass_mouse_events = true;\n", | |
|
16098 | "\n", | |
|
16099 | " canvas_div.resizable({\n", | |
|
16100 | " start: function(event, ui) {\n", | |
|
16101 | " pass_mouse_events = false;\n", | |
|
16102 | " },\n", | |
|
16103 | " resize: function(event, ui) {\n", | |
|
16104 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
16105 | " },\n", | |
|
16106 | " stop: function(event, ui) {\n", | |
|
16107 | " pass_mouse_events = true;\n", | |
|
16108 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
16109 | " },\n", | |
|
16110 | " });\n", | |
|
16111 | "\n", | |
|
16112 | " function mouse_event_fn(event) {\n", | |
|
16113 | " if (pass_mouse_events)\n", | |
|
16114 | " return fig.mouse_event(event, event['data']);\n", | |
|
16115 | " }\n", | |
|
16116 | "\n", | |
|
16117 | " rubberband.mousedown('button_press', mouse_event_fn);\n", | |
|
16118 | " rubberband.mouseup('button_release', mouse_event_fn);\n", | |
|
16119 | " // Throttle sequential mouse events to 1 every 20ms.\n", | |
|
16120 | " rubberband.mousemove('motion_notify', mouse_event_fn);\n", | |
|
16121 | "\n", | |
|
16122 | " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", | |
|
16123 | " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", | |
|
16124 | "\n", | |
|
16125 | " canvas_div.on(\"wheel\", function (event) {\n", | |
|
16126 | " event = event.originalEvent;\n", | |
|
16127 | " event['data'] = 'scroll'\n", | |
|
16128 | " if (event.deltaY < 0) {\n", | |
|
16129 | " event.step = 1;\n", | |
|
16130 | " } else {\n", | |
|
16131 | " event.step = -1;\n", | |
|
16132 | " }\n", | |
|
16133 | " mouse_event_fn(event);\n", | |
|
16134 | " });\n", | |
|
16135 | "\n", | |
|
16136 | " canvas_div.append(canvas);\n", | |
|
16137 | " canvas_div.append(rubberband);\n", | |
|
16138 | "\n", | |
|
16139 | " this.rubberband = rubberband;\n", | |
|
16140 | " this.rubberband_canvas = rubberband[0];\n", | |
|
16141 | " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", | |
|
16142 | " this.rubberband_context.strokeStyle = \"#000000\";\n", | |
|
16143 | "\n", | |
|
16144 | " this._resize_canvas = function(width, height) {\n", | |
|
16145 | " // Keep the size of the canvas, canvas container, and rubber band\n", | |
|
16146 | " // canvas in synch.\n", | |
|
16147 | " canvas_div.css('width', width)\n", | |
|
16148 | " canvas_div.css('height', height)\n", | |
|
16149 | "\n", | |
|
16150 | " canvas.attr('width', width * mpl.ratio);\n", | |
|
16151 | " canvas.attr('height', height * mpl.ratio);\n", | |
|
16152 | " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", | |
|
16153 | "\n", | |
|
16154 | " rubberband.attr('width', width);\n", | |
|
16155 | " rubberband.attr('height', height);\n", | |
|
16156 | " }\n", | |
|
16157 | "\n", | |
|
16158 | " // Set the figure to an initial 600x600px, this will subsequently be updated\n", | |
|
16159 | " // upon first draw.\n", | |
|
16160 | " this._resize_canvas(600, 600);\n", | |
|
16161 | "\n", | |
|
16162 | " // Disable right mouse context menu.\n", | |
|
16163 | " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", | |
|
16164 | " return false;\n", | |
|
16165 | " });\n", | |
|
16166 | "\n", | |
|
16167 | " function set_focus () {\n", | |
|
16168 | " canvas.focus();\n", | |
|
16169 | " canvas_div.focus();\n", | |
|
16170 | " }\n", | |
|
16171 | "\n", | |
|
16172 | " window.setTimeout(set_focus, 100);\n", | |
|
16173 | "}\n", | |
|
16174 | "\n", | |
|
16175 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
16176 | " var fig = this;\n", | |
|
16177 | "\n", | |
|
16178 | " var nav_element = $('<div/>')\n", | |
|
16179 | " nav_element.attr('style', 'width: 100%');\n", | |
|
16180 | " this.root.append(nav_element);\n", | |
|
16181 | "\n", | |
|
16182 | " // Define a callback function for later on.\n", | |
|
16183 | " function toolbar_event(event) {\n", | |
|
16184 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
16185 | " }\n", | |
|
16186 | " function toolbar_mouse_event(event) {\n", | |
|
16187 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
16188 | " }\n", | |
|
16189 | "\n", | |
|
16190 | " for(var toolbar_ind in mpl.toolbar_items) {\n", | |
|
16191 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
16192 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
16193 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
16194 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
16195 | "\n", | |
|
16196 | " if (!name) {\n", | |
|
16197 | " // put a spacer in here.\n", | |
|
16198 | " continue;\n", | |
|
16199 | " }\n", | |
|
16200 | " var button = $('<button/>');\n", | |
|
16201 | " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n", | |
|
16202 | " 'ui-button-icon-only');\n", | |
|
16203 | " button.attr('role', 'button');\n", | |
|
16204 | " button.attr('aria-disabled', 'false');\n", | |
|
16205 | " button.click(method_name, toolbar_event);\n", | |
|
16206 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
16207 | "\n", | |
|
16208 | " var icon_img = $('<span/>');\n", | |
|
16209 | " icon_img.addClass('ui-button-icon-primary ui-icon');\n", | |
|
16210 | " icon_img.addClass(image);\n", | |
|
16211 | " icon_img.addClass('ui-corner-all');\n", | |
|
16212 | "\n", | |
|
16213 | " var tooltip_span = $('<span/>');\n", | |
|
16214 | " tooltip_span.addClass('ui-button-text');\n", | |
|
16215 | " tooltip_span.html(tooltip);\n", | |
|
16216 | "\n", | |
|
16217 | " button.append(icon_img);\n", | |
|
16218 | " button.append(tooltip_span);\n", | |
|
16219 | "\n", | |
|
16220 | " nav_element.append(button);\n", | |
|
16221 | " }\n", | |
|
16222 | "\n", | |
|
16223 | " var fmt_picker_span = $('<span/>');\n", | |
|
16224 | "\n", | |
|
16225 | " var fmt_picker = $('<select/>');\n", | |
|
16226 | " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n", | |
|
16227 | " fmt_picker_span.append(fmt_picker);\n", | |
|
16228 | " nav_element.append(fmt_picker_span);\n", | |
|
16229 | " this.format_dropdown = fmt_picker[0];\n", | |
|
16230 | "\n", | |
|
16231 | " for (var ind in mpl.extensions) {\n", | |
|
16232 | " var fmt = mpl.extensions[ind];\n", | |
|
16233 | " var option = $(\n", | |
|
16234 | " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n", | |
|
16235 | " fmt_picker.append(option)\n", | |
|
16236 | " }\n", | |
|
16237 | "\n", | |
|
16238 | " // Add hover states to the ui-buttons\n", | |
|
16239 | " $( \".ui-button\" ).hover(\n", | |
|
16240 | " function() { $(this).addClass(\"ui-state-hover\");},\n", | |
|
16241 | " function() { $(this).removeClass(\"ui-state-hover\");}\n", | |
|
16242 | " );\n", | |
|
16243 | "\n", | |
|
16244 | " var status_bar = $('<span class=\"mpl-message\"/>');\n", | |
|
16245 | " nav_element.append(status_bar);\n", | |
|
16246 | " this.message = status_bar[0];\n", | |
|
16247 | "}\n", | |
|
16248 | "\n", | |
|
16249 | "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n", | |
|
16250 | " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", | |
|
16251 | " // which will in turn request a refresh of the image.\n", | |
|
16252 | " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n", | |
|
16253 | "}\n", | |
|
16254 | "\n", | |
|
16255 | "mpl.figure.prototype.send_message = function(type, properties) {\n", | |
|
16256 | " properties['type'] = type;\n", | |
|
16257 | " properties['figure_id'] = this.id;\n", | |
|
16258 | " this.ws.send(JSON.stringify(properties));\n", | |
|
16259 | "}\n", | |
|
16260 | "\n", | |
|
16261 | "mpl.figure.prototype.send_draw_message = function() {\n", | |
|
16262 | " if (!this.waiting) {\n", | |
|
16263 | " this.waiting = true;\n", | |
|
16264 | " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n", | |
|
16265 | " }\n", | |
|
16266 | "}\n", | |
|
16267 | "\n", | |
|
16268 | "\n", | |
|
16269 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
16270 | " var format_dropdown = fig.format_dropdown;\n", | |
|
16271 | " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", | |
|
16272 | " fig.ondownload(fig, format);\n", | |
|
16273 | "}\n", | |
|
16274 | "\n", | |
|
16275 | "\n", | |
|
16276 | "mpl.figure.prototype.handle_resize = function(fig, msg) {\n", | |
|
16277 | " var size = msg['size'];\n", | |
|
16278 | " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n", | |
|
16279 | " fig._resize_canvas(size[0], size[1]);\n", | |
|
16280 | " fig.send_message(\"refresh\", {});\n", | |
|
16281 | " };\n", | |
|
16282 | "}\n", | |
|
16283 | "\n", | |
|
16284 | "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n", | |
|
16285 | " var x0 = msg['x0'] / mpl.ratio;\n", | |
|
16286 | " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n", | |
|
16287 | " var x1 = msg['x1'] / mpl.ratio;\n", | |
|
16288 | " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n", | |
|
16289 | " x0 = Math.floor(x0) + 0.5;\n", | |
|
16290 | " y0 = Math.floor(y0) + 0.5;\n", | |
|
16291 | " x1 = Math.floor(x1) + 0.5;\n", | |
|
16292 | " y1 = Math.floor(y1) + 0.5;\n", | |
|
16293 | " var min_x = Math.min(x0, x1);\n", | |
|
16294 | " var min_y = Math.min(y0, y1);\n", | |
|
16295 | " var width = Math.abs(x1 - x0);\n", | |
|
16296 | " var height = Math.abs(y1 - y0);\n", | |
|
16297 | "\n", | |
|
16298 | " fig.rubberband_context.clearRect(\n", | |
|
16299 | " 0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
16300 | "\n", | |
|
16301 | " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", | |
|
16302 | "}\n", | |
|
16303 | "\n", | |
|
16304 | "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n", | |
|
16305 | " // Updates the figure title.\n", | |
|
16306 | " fig.header.textContent = msg['label'];\n", | |
|
16307 | "}\n", | |
|
16308 | "\n", | |
|
16309 | "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n", | |
|
16310 | " var cursor = msg['cursor'];\n", | |
|
16311 | " switch(cursor)\n", | |
|
16312 | " {\n", | |
|
16313 | " case 0:\n", | |
|
16314 | " cursor = 'pointer';\n", | |
|
16315 | " break;\n", | |
|
16316 | " case 1:\n", | |
|
16317 | " cursor = 'default';\n", | |
|
16318 | " break;\n", | |
|
16319 | " case 2:\n", | |
|
16320 | " cursor = 'crosshair';\n", | |
|
16321 | " break;\n", | |
|
16322 | " case 3:\n", | |
|
16323 | " cursor = 'move';\n", | |
|
16324 | " break;\n", | |
|
16325 | " }\n", | |
|
16326 | " fig.rubberband_canvas.style.cursor = cursor;\n", | |
|
16327 | "}\n", | |
|
16328 | "\n", | |
|
16329 | "mpl.figure.prototype.handle_message = function(fig, msg) {\n", | |
|
16330 | " fig.message.textContent = msg['message'];\n", | |
|
16331 | "}\n", | |
|
16332 | "\n", | |
|
16333 | "mpl.figure.prototype.handle_draw = function(fig, msg) {\n", | |
|
16334 | " // Request the server to send over a new figure.\n", | |
|
16335 | " fig.send_draw_message();\n", | |
|
16336 | "}\n", | |
|
16337 | "\n", | |
|
16338 | "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n", | |
|
16339 | " fig.image_mode = msg['mode'];\n", | |
|
16340 | "}\n", | |
|
16341 | "\n", | |
|
16342 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
16343 | " // Called whenever the canvas gets updated.\n", | |
|
16344 | " this.send_message(\"ack\", {});\n", | |
|
16345 | "}\n", | |
|
16346 | "\n", | |
|
16347 | "// A function to construct a web socket function for onmessage handling.\n", | |
|
16348 | "// Called in the figure constructor.\n", | |
|
16349 | "mpl.figure.prototype._make_on_message_function = function(fig) {\n", | |
|
16350 | " return function socket_on_message(evt) {\n", | |
|
16351 | " if (evt.data instanceof Blob) {\n", | |
|
16352 | " /* FIXME: We get \"Resource interpreted as Image but\n", | |
|
16353 | " * transferred with MIME type text/plain:\" errors on\n", | |
|
16354 | " * Chrome. But how to set the MIME type? It doesn't seem\n", | |
|
16355 | " * to be part of the websocket stream */\n", | |
|
16356 | " evt.data.type = \"image/png\";\n", | |
|
16357 | "\n", | |
|
16358 | " /* Free the memory for the previous frames */\n", | |
|
16359 | " if (fig.imageObj.src) {\n", | |
|
16360 | " (window.URL || window.webkitURL).revokeObjectURL(\n", | |
|
16361 | " fig.imageObj.src);\n", | |
|
16362 | " }\n", | |
|
16363 | "\n", | |
|
16364 | " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", | |
|
16365 | " evt.data);\n", | |
|
16366 | " fig.updated_canvas_event();\n", | |
|
16367 | " fig.waiting = false;\n", | |
|
16368 | " return;\n", | |
|
16369 | " }\n", | |
|
16370 | " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n", | |
|
16371 | " fig.imageObj.src = evt.data;\n", | |
|
16372 | " fig.updated_canvas_event();\n", | |
|
16373 | " fig.waiting = false;\n", | |
|
16374 | " return;\n", | |
|
16375 | " }\n", | |
|
16376 | "\n", | |
|
16377 | " var msg = JSON.parse(evt.data);\n", | |
|
16378 | " var msg_type = msg['type'];\n", | |
|
16379 | "\n", | |
|
16380 | " // Call the \"handle_{type}\" callback, which takes\n", | |
|
16381 | " // the figure and JSON message as its only arguments.\n", | |
|
16382 | " try {\n", | |
|
16383 | " var callback = fig[\"handle_\" + msg_type];\n", | |
|
16384 | " } catch (e) {\n", | |
|
16385 | " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n", | |
|
16386 | " return;\n", | |
|
16387 | " }\n", | |
|
16388 | "\n", | |
|
16389 | " if (callback) {\n", | |
|
16390 | " try {\n", | |
|
16391 | " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", | |
|
16392 | " callback(fig, msg);\n", | |
|
16393 | " } catch (e) {\n", | |
|
16394 | " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n", | |
|
16395 | " }\n", | |
|
16396 | " }\n", | |
|
16397 | " };\n", | |
|
16398 | "}\n", | |
|
16399 | "\n", | |
|
16400 | "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", | |
|
16401 | "mpl.findpos = function(e) {\n", | |
|
16402 | " //this section is from http://www.quirksmode.org/js/events_properties.html\n", | |
|
16403 | " var targ;\n", | |
|
16404 | " if (!e)\n", | |
|
16405 | " e = window.event;\n", | |
|
16406 | " if (e.target)\n", | |
|
16407 | " targ = e.target;\n", | |
|
16408 | " else if (e.srcElement)\n", | |
|
16409 | " targ = e.srcElement;\n", | |
|
16410 | " if (targ.nodeType == 3) // defeat Safari bug\n", | |
|
16411 | " targ = targ.parentNode;\n", | |
|
16412 | "\n", | |
|
16413 | " // jQuery normalizes the pageX and pageY\n", | |
|
16414 | " // pageX,Y are the mouse positions relative to the document\n", | |
|
16415 | " // offset() returns the position of the element relative to the document\n", | |
|
16416 | " var x = e.pageX - $(targ).offset().left;\n", | |
|
16417 | " var y = e.pageY - $(targ).offset().top;\n", | |
|
16418 | "\n", | |
|
16419 | " return {\"x\": x, \"y\": y};\n", | |
|
16420 | "};\n", | |
|
16421 | "\n", | |
|
16422 | "/*\n", | |
|
16423 | " * return a copy of an object with only non-object keys\n", | |
|
16424 | " * we need this to avoid circular references\n", | |
|
16425 | " * http://stackoverflow.com/a/24161582/3208463\n", | |
|
16426 | " */\n", | |
|
16427 | "function simpleKeys (original) {\n", | |
|
16428 | " return Object.keys(original).reduce(function (obj, key) {\n", | |
|
16429 | " if (typeof original[key] !== 'object')\n", | |
|
16430 | " obj[key] = original[key]\n", | |
|
16431 | " return obj;\n", | |
|
16432 | " }, {});\n", | |
|
16433 | "}\n", | |
|
16434 | "\n", | |
|
16435 | "mpl.figure.prototype.mouse_event = function(event, name) {\n", | |
|
16436 | " var canvas_pos = mpl.findpos(event)\n", | |
|
16437 | "\n", | |
|
16438 | " if (name === 'button_press')\n", | |
|
16439 | " {\n", | |
|
16440 | " this.canvas.focus();\n", | |
|
16441 | " this.canvas_div.focus();\n", | |
|
16442 | " }\n", | |
|
16443 | "\n", | |
|
16444 | " var x = canvas_pos.x * mpl.ratio;\n", | |
|
16445 | " var y = canvas_pos.y * mpl.ratio;\n", | |
|
16446 | "\n", | |
|
16447 | " this.send_message(name, {x: x, y: y, button: event.button,\n", | |
|
16448 | " step: event.step,\n", | |
|
16449 | " guiEvent: simpleKeys(event)});\n", | |
|
16450 | "\n", | |
|
16451 | " /* This prevents the web browser from automatically changing to\n", | |
|
16452 | " * the text insertion cursor when the button is pressed. We want\n", | |
|
16453 | " * to control all of the cursor setting manually through the\n", | |
|
16454 | " * 'cursor' event from matplotlib */\n", | |
|
16455 | " event.preventDefault();\n", | |
|
16456 | " return false;\n", | |
|
16457 | "}\n", | |
|
16458 | "\n", | |
|
16459 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
16460 | " // Handle any extra behaviour associated with a key event\n", | |
|
16461 | "}\n", | |
|
16462 | "\n", | |
|
16463 | "mpl.figure.prototype.key_event = function(event, name) {\n", | |
|
16464 | "\n", | |
|
16465 | " // Prevent repeat events\n", | |
|
16466 | " if (name == 'key_press')\n", | |
|
16467 | " {\n", | |
|
16468 | " if (event.which === this._key)\n", | |
|
16469 | " return;\n", | |
|
16470 | " else\n", | |
|
16471 | " this._key = event.which;\n", | |
|
16472 | " }\n", | |
|
16473 | " if (name == 'key_release')\n", | |
|
16474 | " this._key = null;\n", | |
|
16475 | "\n", | |
|
16476 | " var value = '';\n", | |
|
16477 | " if (event.ctrlKey && event.which != 17)\n", | |
|
16478 | " value += \"ctrl+\";\n", | |
|
16479 | " if (event.altKey && event.which != 18)\n", | |
|
16480 | " value += \"alt+\";\n", | |
|
16481 | " if (event.shiftKey && event.which != 16)\n", | |
|
16482 | " value += \"shift+\";\n", | |
|
16483 | "\n", | |
|
16484 | " value += 'k';\n", | |
|
16485 | " value += event.which.toString();\n", | |
|
16486 | "\n", | |
|
16487 | " this._key_event_extra(event, name);\n", | |
|
16488 | "\n", | |
|
16489 | " this.send_message(name, {key: value,\n", | |
|
16490 | " guiEvent: simpleKeys(event)});\n", | |
|
16491 | " return false;\n", | |
|
16492 | "}\n", | |
|
16493 | "\n", | |
|
16494 | "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n", | |
|
16495 | " if (name == 'download') {\n", | |
|
16496 | " this.handle_save(this, null);\n", | |
|
16497 | " } else {\n", | |
|
16498 | " this.send_message(\"toolbar_button\", {name: name});\n", | |
|
16499 | " }\n", | |
|
16500 | "};\n", | |
|
16501 | "\n", | |
|
16502 | "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n", | |
|
16503 | " this.message.textContent = tooltip;\n", | |
|
16504 | "};\n", | |
|
16505 | "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", | |
|
16506 | "\n", | |
|
16507 | "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", | |
|
16508 | "\n", | |
|
16509 | "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", | |
|
16510 | " // Create a \"websocket\"-like object which calls the given IPython comm\n", | |
|
16511 | " // object with the appropriate methods. Currently this is a non binary\n", | |
|
16512 | " // socket, so there is still some room for performance tuning.\n", | |
|
16513 | " var ws = {};\n", | |
|
16514 | "\n", | |
|
16515 | " ws.close = function() {\n", | |
|
16516 | " comm.close()\n", | |
|
16517 | " };\n", | |
|
16518 | " ws.send = function(m) {\n", | |
|
16519 | " //console.log('sending', m);\n", | |
|
16520 | " comm.send(m);\n", | |
|
16521 | " };\n", | |
|
16522 | " // Register the callback with on_msg.\n", | |
|
16523 | " comm.on_msg(function(msg) {\n", | |
|
16524 | " //console.log('receiving', msg['content']['data'], msg);\n", | |
|
16525 | " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", | |
|
16526 | " ws.onmessage(msg['content']['data'])\n", | |
|
16527 | " });\n", | |
|
16528 | " return ws;\n", | |
|
16529 | "}\n", | |
|
16530 | "\n", | |
|
16531 | "mpl.mpl_figure_comm = function(comm, msg) {\n", | |
|
16532 | " // This is the function which gets called when the mpl process\n", | |
|
16533 | " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", | |
|
16534 | "\n", | |
|
16535 | " var id = msg.content.data.id;\n", | |
|
16536 | " // Get hold of the div created by the display call when the Comm\n", | |
|
16537 | " // socket was opened in Python.\n", | |
|
16538 | " var element = $(\"#\" + id);\n", | |
|
16539 | " var ws_proxy = comm_websocket_adapter(comm)\n", | |
|
16540 | "\n", | |
|
16541 | " function ondownload(figure, format) {\n", | |
|
16542 | " window.open(figure.imageObj.src);\n", | |
|
16543 | " }\n", | |
|
16544 | "\n", | |
|
16545 | " var fig = new mpl.figure(id, ws_proxy,\n", | |
|
16546 | " ondownload,\n", | |
|
16547 | " element.get(0));\n", | |
|
16548 | "\n", | |
|
16549 | " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", | |
|
16550 | " // web socket which is closed, not our websocket->open comm proxy.\n", | |
|
16551 | " ws_proxy.onopen();\n", | |
|
16552 | "\n", | |
|
16553 | " fig.parent_element = element.get(0);\n", | |
|
16554 | " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", | |
|
16555 | " if (!fig.cell_info) {\n", | |
|
16556 | " console.error(\"Failed to find cell for figure\", id, fig);\n", | |
|
16557 | " return;\n", | |
|
16558 | " }\n", | |
|
16559 | "\n", | |
|
16560 | " var output_index = fig.cell_info[2]\n", | |
|
16561 | " var cell = fig.cell_info[0];\n", | |
|
16562 | "\n", | |
|
16563 | "};\n", | |
|
16564 | "\n", | |
|
16565 | "mpl.figure.prototype.handle_close = function(fig, msg) {\n", | |
|
16566 | " var width = fig.canvas.width/mpl.ratio\n", | |
|
16567 | " fig.root.unbind('remove')\n", | |
|
16568 | "\n", | |
|
16569 | " // Update the output cell to use the data from the current canvas.\n", | |
|
16570 | " fig.push_to_output();\n", | |
|
16571 | " var dataURL = fig.canvas.toDataURL();\n", | |
|
16572 | " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", | |
|
16573 | " // the notebook keyboard shortcuts fail.\n", | |
|
16574 | " IPython.keyboard_manager.enable()\n", | |
|
16575 | " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n", | |
|
16576 | " fig.close_ws(fig, msg);\n", | |
|
16577 | "}\n", | |
|
16578 | "\n", | |
|
16579 | "mpl.figure.prototype.close_ws = function(fig, msg){\n", | |
|
16580 | " fig.send_message('closing', msg);\n", | |
|
16581 | " // fig.ws.close()\n", | |
|
16582 | "}\n", | |
|
16583 | "\n", | |
|
16584 | "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n", | |
|
16585 | " // Turn the data on the canvas into data in the output cell.\n", | |
|
16586 | " var width = this.canvas.width/mpl.ratio\n", | |
|
16587 | " var dataURL = this.canvas.toDataURL();\n", | |
|
16588 | " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", | |
|
16589 | "}\n", | |
|
16590 | "\n", | |
|
16591 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
16592 | " // Tell IPython that the notebook contents must change.\n", | |
|
16593 | " IPython.notebook.set_dirty(true);\n", | |
|
16594 | " this.send_message(\"ack\", {});\n", | |
|
16595 | " var fig = this;\n", | |
|
16596 | " // Wait a second, then push the new image to the DOM so\n", | |
|
16597 | " // that it is saved nicely (might be nice to debounce this).\n", | |
|
16598 | " setTimeout(function () { fig.push_to_output() }, 1000);\n", | |
|
16599 | "}\n", | |
|
16600 | "\n", | |
|
16601 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
16602 | " var fig = this;\n", | |
|
16603 | "\n", | |
|
16604 | " var nav_element = $('<div/>')\n", | |
|
16605 | " nav_element.attr('style', 'width: 100%');\n", | |
|
16606 | " this.root.append(nav_element);\n", | |
|
16607 | "\n", | |
|
16608 | " // Define a callback function for later on.\n", | |
|
16609 | " function toolbar_event(event) {\n", | |
|
16610 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
16611 | " }\n", | |
|
16612 | " function toolbar_mouse_event(event) {\n", | |
|
16613 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
16614 | " }\n", | |
|
16615 | "\n", | |
|
16616 | " for(var toolbar_ind in mpl.toolbar_items){\n", | |
|
16617 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
16618 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
16619 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
16620 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
16621 | "\n", | |
|
16622 | " if (!name) { continue; };\n", | |
|
16623 | "\n", | |
|
16624 | " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n", | |
|
16625 | " button.click(method_name, toolbar_event);\n", | |
|
16626 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
16627 | " nav_element.append(button);\n", | |
|
16628 | " }\n", | |
|
16629 | "\n", | |
|
16630 | " // Add the status bar.\n", | |
|
16631 | " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n", | |
|
16632 | " nav_element.append(status_bar);\n", | |
|
16633 | " this.message = status_bar[0];\n", | |
|
16634 | "\n", | |
|
16635 | " // Add the close button to the window.\n", | |
|
16636 | " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n", | |
|
16637 | " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n", | |
|
16638 | " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", | |
|
16639 | " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", | |
|
16640 | " buttongrp.append(button);\n", | |
|
16641 | " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", | |
|
16642 | " titlebar.prepend(buttongrp);\n", | |
|
16643 | "}\n", | |
|
16644 | "\n", | |
|
16645 | "mpl.figure.prototype._root_extra_style = function(el){\n", | |
|
16646 | " var fig = this\n", | |
|
16647 | " el.on(\"remove\", function(){\n", | |
|
16648 | "\tfig.close_ws(fig, {});\n", | |
|
16649 | " });\n", | |
|
16650 | "}\n", | |
|
16651 | "\n", | |
|
16652 | "mpl.figure.prototype._canvas_extra_style = function(el){\n", | |
|
16653 | " // this is important to make the div 'focusable\n", | |
|
16654 | " el.attr('tabindex', 0)\n", | |
|
16655 | " // reach out to IPython and tell the keyboard manager to turn it's self\n", | |
|
16656 | " // off when our div gets focus\n", | |
|
16657 | "\n", | |
|
16658 | " // location in version 3\n", | |
|
16659 | " if (IPython.notebook.keyboard_manager) {\n", | |
|
16660 | " IPython.notebook.keyboard_manager.register_events(el);\n", | |
|
16661 | " }\n", | |
|
16662 | " else {\n", | |
|
16663 | " // location in version 2\n", | |
|
16664 | " IPython.keyboard_manager.register_events(el);\n", | |
|
16665 | " }\n", | |
|
16666 | "\n", | |
|
16667 | "}\n", | |
|
16668 | "\n", | |
|
16669 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
16670 | " var manager = IPython.notebook.keyboard_manager;\n", | |
|
16671 | " if (!manager)\n", | |
|
16672 | " manager = IPython.keyboard_manager;\n", | |
|
16673 | "\n", | |
|
16674 | " // Check for shift+enter\n", | |
|
16675 | " if (event.shiftKey && event.which == 13) {\n", | |
|
16676 | " this.canvas_div.blur();\n", | |
|
16677 | " event.shiftKey = false;\n", | |
|
16678 | " // Send a \"J\" for go to next cell\n", | |
|
16679 | " event.which = 74;\n", | |
|
16680 | " event.keyCode = 74;\n", | |
|
16681 | " manager.command_mode();\n", | |
|
16682 | " manager.handle_keydown(event);\n", | |
|
16683 | " }\n", | |
|
16684 | "}\n", | |
|
16685 | "\n", | |
|
16686 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
16687 | " fig.ondownload(fig, null);\n", | |
|
16688 | "}\n", | |
|
16689 | "\n", | |
|
16690 | "\n", | |
|
16691 | "mpl.find_output_cell = function(html_output) {\n", | |
|
16692 | " // Return the cell and output element which can be found *uniquely* in the notebook.\n", | |
|
16693 | " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", | |
|
16694 | " // IPython event is triggered only after the cells have been serialised, which for\n", | |
|
16695 | " // our purposes (turning an active figure into a static one), is too late.\n", | |
|
16696 | " var cells = IPython.notebook.get_cells();\n", | |
|
16697 | " var ncells = cells.length;\n", | |
|
16698 | " for (var i=0; i<ncells; i++) {\n", | |
|
16699 | " var cell = cells[i];\n", | |
|
16700 | " if (cell.cell_type === 'code'){\n", | |
|
16701 | " for (var j=0; j<cell.output_area.outputs.length; j++) {\n", | |
|
16702 | " var data = cell.output_area.outputs[j];\n", | |
|
16703 | " if (data.data) {\n", | |
|
16704 | " // IPython >= 3 moved mimebundle to data attribute of output\n", | |
|
16705 | " data = data.data;\n", | |
|
16706 | " }\n", | |
|
16707 | " if (data['text/html'] == html_output) {\n", | |
|
16708 | " return [cell, data, j];\n", | |
|
16709 | " }\n", | |
|
16710 | " }\n", | |
|
16711 | " }\n", | |
|
16712 | " }\n", | |
|
16713 | "}\n", | |
|
16714 | "\n", | |
|
16715 | "// Register the function which deals with the matplotlib target/channel.\n", | |
|
16716 | "// The kernel may be null if the page has been refreshed.\n", | |
|
16717 | "if (IPython.notebook.kernel != null) {\n", | |
|
16718 | " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", | |
|
16719 | "}\n" | |
|
16720 | ], | |
|
16721 | "text/plain": [ | |
|
16722 | "<IPython.core.display.Javascript object>" | |
|
16723 | ] | |
|
16724 | }, | |
|
16725 | "metadata": {}, | |
|
16726 | "output_type": "display_data" | |
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16727 | }, | |
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\" width=\"900\">" | |
|
16732 | ], | |
|
16733 | "text/plain": [ | |
|
16734 | "<IPython.core.display.HTML object>" | |
|
16735 | ] | |
|
16736 | }, | |
|
16737 | "metadata": {}, | |
|
16738 | "output_type": "display_data" | |
|
16739 | }, | |
|
16740 | { | |
|
16741 | "data": { | |
|
16742 | "application/javascript": [ | |
|
16743 | "/* Put everything inside the global mpl namespace */\n", | |
|
16744 | "window.mpl = {};\n", | |
|
16745 | "\n", | |
|
16746 | "\n", | |
|
16747 | "mpl.get_websocket_type = function() {\n", | |
|
16748 | " if (typeof(WebSocket) !== 'undefined') {\n", | |
|
16749 | " return WebSocket;\n", | |
|
16750 | " } else if (typeof(MozWebSocket) !== 'undefined') {\n", | |
|
16751 | " return MozWebSocket;\n", | |
|
16752 | " } else {\n", | |
|
16753 | " alert('Your browser does not have WebSocket support.' +\n", | |
|
16754 | " 'Please try Chrome, Safari or Firefox β₯ 6. ' +\n", | |
|
16755 | " 'Firefox 4 and 5 are also supported but you ' +\n", | |
|
16756 | " 'have to enable WebSockets in about:config.');\n", | |
|
16757 | " };\n", | |
|
16758 | "}\n", | |
|
16759 | "\n", | |
|
16760 | "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", | |
|
16761 | " this.id = figure_id;\n", | |
|
16762 | "\n", | |
|
16763 | " this.ws = websocket;\n", | |
|
16764 | "\n", | |
|
16765 | " this.supports_binary = (this.ws.binaryType != undefined);\n", | |
|
16766 | "\n", | |
|
16767 | " if (!this.supports_binary) {\n", | |
|
16768 | " var warnings = document.getElementById(\"mpl-warnings\");\n", | |
|
16769 | " if (warnings) {\n", | |
|
16770 | " warnings.style.display = 'block';\n", | |
|
16771 | " warnings.textContent = (\n", | |
|
16772 | " \"This browser does not support binary websocket messages. \" +\n", | |
|
16773 | " \"Performance may be slow.\");\n", | |
|
16774 | " }\n", | |
|
16775 | " }\n", | |
|
16776 | "\n", | |
|
16777 | " this.imageObj = new Image();\n", | |
|
16778 | "\n", | |
|
16779 | " this.context = undefined;\n", | |
|
16780 | " this.message = undefined;\n", | |
|
16781 | " this.canvas = undefined;\n", | |
|
16782 | " this.rubberband_canvas = undefined;\n", | |
|
16783 | " this.rubberband_context = undefined;\n", | |
|
16784 | " this.format_dropdown = undefined;\n", | |
|
16785 | "\n", | |
|
16786 | " this.image_mode = 'full';\n", | |
|
16787 | "\n", | |
|
16788 | " this.root = $('<div/>');\n", | |
|
16789 | " this._root_extra_style(this.root)\n", | |
|
16790 | " this.root.attr('style', 'display: inline-block');\n", | |
|
16791 | "\n", | |
|
16792 | " $(parent_element).append(this.root);\n", | |
|
16793 | "\n", | |
|
16794 | " this._init_header(this);\n", | |
|
16795 | " this._init_canvas(this);\n", | |
|
16796 | " this._init_toolbar(this);\n", | |
|
16797 | "\n", | |
|
16798 | " var fig = this;\n", | |
|
16799 | "\n", | |
|
16800 | " this.waiting = false;\n", | |
|
16801 | "\n", | |
|
16802 | " this.ws.onopen = function () {\n", | |
|
16803 | " fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n", | |
|
16804 | " fig.send_message(\"send_image_mode\", {});\n", | |
|
16805 | " if (mpl.ratio != 1) {\n", | |
|
16806 | " fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n", | |
|
16807 | " }\n", | |
|
16808 | " fig.send_message(\"refresh\", {});\n", | |
|
16809 | " }\n", | |
|
16810 | "\n", | |
|
16811 | " this.imageObj.onload = function() {\n", | |
|
16812 | " if (fig.image_mode == 'full') {\n", | |
|
16813 | " // Full images could contain transparency (where diff images\n", | |
|
16814 | " // almost always do), so we need to clear the canvas so that\n", | |
|
16815 | " // there is no ghosting.\n", | |
|
16816 | " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
16817 | " }\n", | |
|
16818 | " fig.context.drawImage(fig.imageObj, 0, 0);\n", | |
|
16819 | " };\n", | |
|
16820 | "\n", | |
|
16821 | " this.imageObj.onunload = function() {\n", | |
|
16822 | " fig.ws.close();\n", | |
|
16823 | " }\n", | |
|
16824 | "\n", | |
|
16825 | " this.ws.onmessage = this._make_on_message_function(this);\n", | |
|
16826 | "\n", | |
|
16827 | " this.ondownload = ondownload;\n", | |
|
16828 | "}\n", | |
|
16829 | "\n", | |
|
16830 | "mpl.figure.prototype._init_header = function() {\n", | |
|
16831 | " var titlebar = $(\n", | |
|
16832 | " '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n", | |
|
16833 | " 'ui-helper-clearfix\"/>');\n", | |
|
16834 | " var titletext = $(\n", | |
|
16835 | " '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n", | |
|
16836 | " 'text-align: center; padding: 3px;\"/>');\n", | |
|
16837 | " titlebar.append(titletext)\n", | |
|
16838 | " this.root.append(titlebar);\n", | |
|
16839 | " this.header = titletext[0];\n", | |
|
16840 | "}\n", | |
|
16841 | "\n", | |
|
16842 | "\n", | |
|
16843 | "\n", | |
|
16844 | "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", | |
|
16845 | "\n", | |
|
16846 | "}\n", | |
|
16847 | "\n", | |
|
16848 | "\n", | |
|
16849 | "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", | |
|
16850 | "\n", | |
|
16851 | "}\n", | |
|
16852 | "\n", | |
|
16853 | "mpl.figure.prototype._init_canvas = function() {\n", | |
|
16854 | " var fig = this;\n", | |
|
16855 | "\n", | |
|
16856 | " var canvas_div = $('<div/>');\n", | |
|
16857 | "\n", | |
|
16858 | " canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n", | |
|
16859 | "\n", | |
|
16860 | " function canvas_keyboard_event(event) {\n", | |
|
16861 | " return fig.key_event(event, event['data']);\n", | |
|
16862 | " }\n", | |
|
16863 | "\n", | |
|
16864 | " canvas_div.keydown('key_press', canvas_keyboard_event);\n", | |
|
16865 | " canvas_div.keyup('key_release', canvas_keyboard_event);\n", | |
|
16866 | " this.canvas_div = canvas_div\n", | |
|
16867 | " this._canvas_extra_style(canvas_div)\n", | |
|
16868 | " this.root.append(canvas_div);\n", | |
|
16869 | "\n", | |
|
16870 | " var canvas = $('<canvas/>');\n", | |
|
16871 | " canvas.addClass('mpl-canvas');\n", | |
|
16872 | " canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n", | |
|
16873 | "\n", | |
|
16874 | " this.canvas = canvas[0];\n", | |
|
16875 | " this.context = canvas[0].getContext(\"2d\");\n", | |
|
16876 | "\n", | |
|
16877 | " var backingStore = this.context.backingStorePixelRatio ||\n", | |
|
16878 | "\tthis.context.webkitBackingStorePixelRatio ||\n", | |
|
16879 | "\tthis.context.mozBackingStorePixelRatio ||\n", | |
|
16880 | "\tthis.context.msBackingStorePixelRatio ||\n", | |
|
16881 | "\tthis.context.oBackingStorePixelRatio ||\n", | |
|
16882 | "\tthis.context.backingStorePixelRatio || 1;\n", | |
|
16883 | "\n", | |
|
16884 | " mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n", | |
|
16885 | "\n", | |
|
16886 | " var rubberband = $('<canvas/>');\n", | |
|
16887 | " rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n", | |
|
16888 | "\n", | |
|
16889 | " var pass_mouse_events = true;\n", | |
|
16890 | "\n", | |
|
16891 | " canvas_div.resizable({\n", | |
|
16892 | " start: function(event, ui) {\n", | |
|
16893 | " pass_mouse_events = false;\n", | |
|
16894 | " },\n", | |
|
16895 | " resize: function(event, ui) {\n", | |
|
16896 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
16897 | " },\n", | |
|
16898 | " stop: function(event, ui) {\n", | |
|
16899 | " pass_mouse_events = true;\n", | |
|
16900 | " fig.request_resize(ui.size.width, ui.size.height);\n", | |
|
16901 | " },\n", | |
|
16902 | " });\n", | |
|
16903 | "\n", | |
|
16904 | " function mouse_event_fn(event) {\n", | |
|
16905 | " if (pass_mouse_events)\n", | |
|
16906 | " return fig.mouse_event(event, event['data']);\n", | |
|
16907 | " }\n", | |
|
16908 | "\n", | |
|
16909 | " rubberband.mousedown('button_press', mouse_event_fn);\n", | |
|
16910 | " rubberband.mouseup('button_release', mouse_event_fn);\n", | |
|
16911 | " // Throttle sequential mouse events to 1 every 20ms.\n", | |
|
16912 | " rubberband.mousemove('motion_notify', mouse_event_fn);\n", | |
|
16913 | "\n", | |
|
16914 | " rubberband.mouseenter('figure_enter', mouse_event_fn);\n", | |
|
16915 | " rubberband.mouseleave('figure_leave', mouse_event_fn);\n", | |
|
16916 | "\n", | |
|
16917 | " canvas_div.on(\"wheel\", function (event) {\n", | |
|
16918 | " event = event.originalEvent;\n", | |
|
16919 | " event['data'] = 'scroll'\n", | |
|
16920 | " if (event.deltaY < 0) {\n", | |
|
16921 | " event.step = 1;\n", | |
|
16922 | " } else {\n", | |
|
16923 | " event.step = -1;\n", | |
|
16924 | " }\n", | |
|
16925 | " mouse_event_fn(event);\n", | |
|
16926 | " });\n", | |
|
16927 | "\n", | |
|
16928 | " canvas_div.append(canvas);\n", | |
|
16929 | " canvas_div.append(rubberband);\n", | |
|
16930 | "\n", | |
|
16931 | " this.rubberband = rubberband;\n", | |
|
16932 | " this.rubberband_canvas = rubberband[0];\n", | |
|
16933 | " this.rubberband_context = rubberband[0].getContext(\"2d\");\n", | |
|
16934 | " this.rubberband_context.strokeStyle = \"#000000\";\n", | |
|
16935 | "\n", | |
|
16936 | " this._resize_canvas = function(width, height) {\n", | |
|
16937 | " // Keep the size of the canvas, canvas container, and rubber band\n", | |
|
16938 | " // canvas in synch.\n", | |
|
16939 | " canvas_div.css('width', width)\n", | |
|
16940 | " canvas_div.css('height', height)\n", | |
|
16941 | "\n", | |
|
16942 | " canvas.attr('width', width * mpl.ratio);\n", | |
|
16943 | " canvas.attr('height', height * mpl.ratio);\n", | |
|
16944 | " canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n", | |
|
16945 | "\n", | |
|
16946 | " rubberband.attr('width', width);\n", | |
|
16947 | " rubberband.attr('height', height);\n", | |
|
16948 | " }\n", | |
|
16949 | "\n", | |
|
16950 | " // Set the figure to an initial 600x600px, this will subsequently be updated\n", | |
|
16951 | " // upon first draw.\n", | |
|
16952 | " this._resize_canvas(600, 600);\n", | |
|
16953 | "\n", | |
|
16954 | " // Disable right mouse context menu.\n", | |
|
16955 | " $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n", | |
|
16956 | " return false;\n", | |
|
16957 | " });\n", | |
|
16958 | "\n", | |
|
16959 | " function set_focus () {\n", | |
|
16960 | " canvas.focus();\n", | |
|
16961 | " canvas_div.focus();\n", | |
|
16962 | " }\n", | |
|
16963 | "\n", | |
|
16964 | " window.setTimeout(set_focus, 100);\n", | |
|
16965 | "}\n", | |
|
16966 | "\n", | |
|
16967 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
16968 | " var fig = this;\n", | |
|
16969 | "\n", | |
|
16970 | " var nav_element = $('<div/>')\n", | |
|
16971 | " nav_element.attr('style', 'width: 100%');\n", | |
|
16972 | " this.root.append(nav_element);\n", | |
|
16973 | "\n", | |
|
16974 | " // Define a callback function for later on.\n", | |
|
16975 | " function toolbar_event(event) {\n", | |
|
16976 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
16977 | " }\n", | |
|
16978 | " function toolbar_mouse_event(event) {\n", | |
|
16979 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
16980 | " }\n", | |
|
16981 | "\n", | |
|
16982 | " for(var toolbar_ind in mpl.toolbar_items) {\n", | |
|
16983 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
16984 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
16985 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
16986 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
16987 | "\n", | |
|
16988 | " if (!name) {\n", | |
|
16989 | " // put a spacer in here.\n", | |
|
16990 | " continue;\n", | |
|
16991 | " }\n", | |
|
16992 | " var button = $('<button/>');\n", | |
|
16993 | " button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n", | |
|
16994 | " 'ui-button-icon-only');\n", | |
|
16995 | " button.attr('role', 'button');\n", | |
|
16996 | " button.attr('aria-disabled', 'false');\n", | |
|
16997 | " button.click(method_name, toolbar_event);\n", | |
|
16998 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
16999 | "\n", | |
|
17000 | " var icon_img = $('<span/>');\n", | |
|
17001 | " icon_img.addClass('ui-button-icon-primary ui-icon');\n", | |
|
17002 | " icon_img.addClass(image);\n", | |
|
17003 | " icon_img.addClass('ui-corner-all');\n", | |
|
17004 | "\n", | |
|
17005 | " var tooltip_span = $('<span/>');\n", | |
|
17006 | " tooltip_span.addClass('ui-button-text');\n", | |
|
17007 | " tooltip_span.html(tooltip);\n", | |
|
17008 | "\n", | |
|
17009 | " button.append(icon_img);\n", | |
|
17010 | " button.append(tooltip_span);\n", | |
|
17011 | "\n", | |
|
17012 | " nav_element.append(button);\n", | |
|
17013 | " }\n", | |
|
17014 | "\n", | |
|
17015 | " var fmt_picker_span = $('<span/>');\n", | |
|
17016 | "\n", | |
|
17017 | " var fmt_picker = $('<select/>');\n", | |
|
17018 | " fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n", | |
|
17019 | " fmt_picker_span.append(fmt_picker);\n", | |
|
17020 | " nav_element.append(fmt_picker_span);\n", | |
|
17021 | " this.format_dropdown = fmt_picker[0];\n", | |
|
17022 | "\n", | |
|
17023 | " for (var ind in mpl.extensions) {\n", | |
|
17024 | " var fmt = mpl.extensions[ind];\n", | |
|
17025 | " var option = $(\n", | |
|
17026 | " '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n", | |
|
17027 | " fmt_picker.append(option)\n", | |
|
17028 | " }\n", | |
|
17029 | "\n", | |
|
17030 | " // Add hover states to the ui-buttons\n", | |
|
17031 | " $( \".ui-button\" ).hover(\n", | |
|
17032 | " function() { $(this).addClass(\"ui-state-hover\");},\n", | |
|
17033 | " function() { $(this).removeClass(\"ui-state-hover\");}\n", | |
|
17034 | " );\n", | |
|
17035 | "\n", | |
|
17036 | " var status_bar = $('<span class=\"mpl-message\"/>');\n", | |
|
17037 | " nav_element.append(status_bar);\n", | |
|
17038 | " this.message = status_bar[0];\n", | |
|
17039 | "}\n", | |
|
17040 | "\n", | |
|
17041 | "mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n", | |
|
17042 | " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", | |
|
17043 | " // which will in turn request a refresh of the image.\n", | |
|
17044 | " this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n", | |
|
17045 | "}\n", | |
|
17046 | "\n", | |
|
17047 | "mpl.figure.prototype.send_message = function(type, properties) {\n", | |
|
17048 | " properties['type'] = type;\n", | |
|
17049 | " properties['figure_id'] = this.id;\n", | |
|
17050 | " this.ws.send(JSON.stringify(properties));\n", | |
|
17051 | "}\n", | |
|
17052 | "\n", | |
|
17053 | "mpl.figure.prototype.send_draw_message = function() {\n", | |
|
17054 | " if (!this.waiting) {\n", | |
|
17055 | " this.waiting = true;\n", | |
|
17056 | " this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n", | |
|
17057 | " }\n", | |
|
17058 | "}\n", | |
|
17059 | "\n", | |
|
17060 | "\n", | |
|
17061 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
17062 | " var format_dropdown = fig.format_dropdown;\n", | |
|
17063 | " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", | |
|
17064 | " fig.ondownload(fig, format);\n", | |
|
17065 | "}\n", | |
|
17066 | "\n", | |
|
17067 | "\n", | |
|
17068 | "mpl.figure.prototype.handle_resize = function(fig, msg) {\n", | |
|
17069 | " var size = msg['size'];\n", | |
|
17070 | " if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n", | |
|
17071 | " fig._resize_canvas(size[0], size[1]);\n", | |
|
17072 | " fig.send_message(\"refresh\", {});\n", | |
|
17073 | " };\n", | |
|
17074 | "}\n", | |
|
17075 | "\n", | |
|
17076 | "mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n", | |
|
17077 | " var x0 = msg['x0'] / mpl.ratio;\n", | |
|
17078 | " var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n", | |
|
17079 | " var x1 = msg['x1'] / mpl.ratio;\n", | |
|
17080 | " var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n", | |
|
17081 | " x0 = Math.floor(x0) + 0.5;\n", | |
|
17082 | " y0 = Math.floor(y0) + 0.5;\n", | |
|
17083 | " x1 = Math.floor(x1) + 0.5;\n", | |
|
17084 | " y1 = Math.floor(y1) + 0.5;\n", | |
|
17085 | " var min_x = Math.min(x0, x1);\n", | |
|
17086 | " var min_y = Math.min(y0, y1);\n", | |
|
17087 | " var width = Math.abs(x1 - x0);\n", | |
|
17088 | " var height = Math.abs(y1 - y0);\n", | |
|
17089 | "\n", | |
|
17090 | " fig.rubberband_context.clearRect(\n", | |
|
17091 | " 0, 0, fig.canvas.width, fig.canvas.height);\n", | |
|
17092 | "\n", | |
|
17093 | " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", | |
|
17094 | "}\n", | |
|
17095 | "\n", | |
|
17096 | "mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n", | |
|
17097 | " // Updates the figure title.\n", | |
|
17098 | " fig.header.textContent = msg['label'];\n", | |
|
17099 | "}\n", | |
|
17100 | "\n", | |
|
17101 | "mpl.figure.prototype.handle_cursor = function(fig, msg) {\n", | |
|
17102 | " var cursor = msg['cursor'];\n", | |
|
17103 | " switch(cursor)\n", | |
|
17104 | " {\n", | |
|
17105 | " case 0:\n", | |
|
17106 | " cursor = 'pointer';\n", | |
|
17107 | " break;\n", | |
|
17108 | " case 1:\n", | |
|
17109 | " cursor = 'default';\n", | |
|
17110 | " break;\n", | |
|
17111 | " case 2:\n", | |
|
17112 | " cursor = 'crosshair';\n", | |
|
17113 | " break;\n", | |
|
17114 | " case 3:\n", | |
|
17115 | " cursor = 'move';\n", | |
|
17116 | " break;\n", | |
|
17117 | " }\n", | |
|
17118 | " fig.rubberband_canvas.style.cursor = cursor;\n", | |
|
17119 | "}\n", | |
|
17120 | "\n", | |
|
17121 | "mpl.figure.prototype.handle_message = function(fig, msg) {\n", | |
|
17122 | " fig.message.textContent = msg['message'];\n", | |
|
17123 | "}\n", | |
|
17124 | "\n", | |
|
17125 | "mpl.figure.prototype.handle_draw = function(fig, msg) {\n", | |
|
17126 | " // Request the server to send over a new figure.\n", | |
|
17127 | " fig.send_draw_message();\n", | |
|
17128 | "}\n", | |
|
17129 | "\n", | |
|
17130 | "mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n", | |
|
17131 | " fig.image_mode = msg['mode'];\n", | |
|
17132 | "}\n", | |
|
17133 | "\n", | |
|
17134 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
17135 | " // Called whenever the canvas gets updated.\n", | |
|
17136 | " this.send_message(\"ack\", {});\n", | |
|
17137 | "}\n", | |
|
17138 | "\n", | |
|
17139 | "// A function to construct a web socket function for onmessage handling.\n", | |
|
17140 | "// Called in the figure constructor.\n", | |
|
17141 | "mpl.figure.prototype._make_on_message_function = function(fig) {\n", | |
|
17142 | " return function socket_on_message(evt) {\n", | |
|
17143 | " if (evt.data instanceof Blob) {\n", | |
|
17144 | " /* FIXME: We get \"Resource interpreted as Image but\n", | |
|
17145 | " * transferred with MIME type text/plain:\" errors on\n", | |
|
17146 | " * Chrome. But how to set the MIME type? It doesn't seem\n", | |
|
17147 | " * to be part of the websocket stream */\n", | |
|
17148 | " evt.data.type = \"image/png\";\n", | |
|
17149 | "\n", | |
|
17150 | " /* Free the memory for the previous frames */\n", | |
|
17151 | " if (fig.imageObj.src) {\n", | |
|
17152 | " (window.URL || window.webkitURL).revokeObjectURL(\n", | |
|
17153 | " fig.imageObj.src);\n", | |
|
17154 | " }\n", | |
|
17155 | "\n", | |
|
17156 | " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", | |
|
17157 | " evt.data);\n", | |
|
17158 | " fig.updated_canvas_event();\n", | |
|
17159 | " fig.waiting = false;\n", | |
|
17160 | " return;\n", | |
|
17161 | " }\n", | |
|
17162 | " else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n", | |
|
17163 | " fig.imageObj.src = evt.data;\n", | |
|
17164 | " fig.updated_canvas_event();\n", | |
|
17165 | " fig.waiting = false;\n", | |
|
17166 | " return;\n", | |
|
17167 | " }\n", | |
|
17168 | "\n", | |
|
17169 | " var msg = JSON.parse(evt.data);\n", | |
|
17170 | " var msg_type = msg['type'];\n", | |
|
17171 | "\n", | |
|
17172 | " // Call the \"handle_{type}\" callback, which takes\n", | |
|
17173 | " // the figure and JSON message as its only arguments.\n", | |
|
17174 | " try {\n", | |
|
17175 | " var callback = fig[\"handle_\" + msg_type];\n", | |
|
17176 | " } catch (e) {\n", | |
|
17177 | " console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n", | |
|
17178 | " return;\n", | |
|
17179 | " }\n", | |
|
17180 | "\n", | |
|
17181 | " if (callback) {\n", | |
|
17182 | " try {\n", | |
|
17183 | " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", | |
|
17184 | " callback(fig, msg);\n", | |
|
17185 | " } catch (e) {\n", | |
|
17186 | " console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n", | |
|
17187 | " }\n", | |
|
17188 | " }\n", | |
|
17189 | " };\n", | |
|
17190 | "}\n", | |
|
17191 | "\n", | |
|
17192 | "// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", | |
|
17193 | "mpl.findpos = function(e) {\n", | |
|
17194 | " //this section is from http://www.quirksmode.org/js/events_properties.html\n", | |
|
17195 | " var targ;\n", | |
|
17196 | " if (!e)\n", | |
|
17197 | " e = window.event;\n", | |
|
17198 | " if (e.target)\n", | |
|
17199 | " targ = e.target;\n", | |
|
17200 | " else if (e.srcElement)\n", | |
|
17201 | " targ = e.srcElement;\n", | |
|
17202 | " if (targ.nodeType == 3) // defeat Safari bug\n", | |
|
17203 | " targ = targ.parentNode;\n", | |
|
17204 | "\n", | |
|
17205 | " // jQuery normalizes the pageX and pageY\n", | |
|
17206 | " // pageX,Y are the mouse positions relative to the document\n", | |
|
17207 | " // offset() returns the position of the element relative to the document\n", | |
|
17208 | " var x = e.pageX - $(targ).offset().left;\n", | |
|
17209 | " var y = e.pageY - $(targ).offset().top;\n", | |
|
17210 | "\n", | |
|
17211 | " return {\"x\": x, \"y\": y};\n", | |
|
17212 | "};\n", | |
|
17213 | "\n", | |
|
17214 | "/*\n", | |
|
17215 | " * return a copy of an object with only non-object keys\n", | |
|
17216 | " * we need this to avoid circular references\n", | |
|
17217 | " * http://stackoverflow.com/a/24161582/3208463\n", | |
|
17218 | " */\n", | |
|
17219 | "function simpleKeys (original) {\n", | |
|
17220 | " return Object.keys(original).reduce(function (obj, key) {\n", | |
|
17221 | " if (typeof original[key] !== 'object')\n", | |
|
17222 | " obj[key] = original[key]\n", | |
|
17223 | " return obj;\n", | |
|
17224 | " }, {});\n", | |
|
17225 | "}\n", | |
|
17226 | "\n", | |
|
17227 | "mpl.figure.prototype.mouse_event = function(event, name) {\n", | |
|
17228 | " var canvas_pos = mpl.findpos(event)\n", | |
|
17229 | "\n", | |
|
17230 | " if (name === 'button_press')\n", | |
|
17231 | " {\n", | |
|
17232 | " this.canvas.focus();\n", | |
|
17233 | " this.canvas_div.focus();\n", | |
|
17234 | " }\n", | |
|
17235 | "\n", | |
|
17236 | " var x = canvas_pos.x * mpl.ratio;\n", | |
|
17237 | " var y = canvas_pos.y * mpl.ratio;\n", | |
|
17238 | "\n", | |
|
17239 | " this.send_message(name, {x: x, y: y, button: event.button,\n", | |
|
17240 | " step: event.step,\n", | |
|
17241 | " guiEvent: simpleKeys(event)});\n", | |
|
17242 | "\n", | |
|
17243 | " /* This prevents the web browser from automatically changing to\n", | |
|
17244 | " * the text insertion cursor when the button is pressed. We want\n", | |
|
17245 | " * to control all of the cursor setting manually through the\n", | |
|
17246 | " * 'cursor' event from matplotlib */\n", | |
|
17247 | " event.preventDefault();\n", | |
|
17248 | " return false;\n", | |
|
17249 | "}\n", | |
|
17250 | "\n", | |
|
17251 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
17252 | " // Handle any extra behaviour associated with a key event\n", | |
|
17253 | "}\n", | |
|
17254 | "\n", | |
|
17255 | "mpl.figure.prototype.key_event = function(event, name) {\n", | |
|
17256 | "\n", | |
|
17257 | " // Prevent repeat events\n", | |
|
17258 | " if (name == 'key_press')\n", | |
|
17259 | " {\n", | |
|
17260 | " if (event.which === this._key)\n", | |
|
17261 | " return;\n", | |
|
17262 | " else\n", | |
|
17263 | " this._key = event.which;\n", | |
|
17264 | " }\n", | |
|
17265 | " if (name == 'key_release')\n", | |
|
17266 | " this._key = null;\n", | |
|
17267 | "\n", | |
|
17268 | " var value = '';\n", | |
|
17269 | " if (event.ctrlKey && event.which != 17)\n", | |
|
17270 | " value += \"ctrl+\";\n", | |
|
17271 | " if (event.altKey && event.which != 18)\n", | |
|
17272 | " value += \"alt+\";\n", | |
|
17273 | " if (event.shiftKey && event.which != 16)\n", | |
|
17274 | " value += \"shift+\";\n", | |
|
17275 | "\n", | |
|
17276 | " value += 'k';\n", | |
|
17277 | " value += event.which.toString();\n", | |
|
17278 | "\n", | |
|
17279 | " this._key_event_extra(event, name);\n", | |
|
17280 | "\n", | |
|
17281 | " this.send_message(name, {key: value,\n", | |
|
17282 | " guiEvent: simpleKeys(event)});\n", | |
|
17283 | " return false;\n", | |
|
17284 | "}\n", | |
|
17285 | "\n", | |
|
17286 | "mpl.figure.prototype.toolbar_button_onclick = function(name) {\n", | |
|
17287 | " if (name == 'download') {\n", | |
|
17288 | " this.handle_save(this, null);\n", | |
|
17289 | " } else {\n", | |
|
17290 | " this.send_message(\"toolbar_button\", {name: name});\n", | |
|
17291 | " }\n", | |
|
17292 | "};\n", | |
|
17293 | "\n", | |
|
17294 | "mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n", | |
|
17295 | " this.message.textContent = tooltip;\n", | |
|
17296 | "};\n", | |
|
17297 | "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", | |
|
17298 | "\n", | |
|
17299 | "mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", | |
|
17300 | "\n", | |
|
17301 | "mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n", | |
|
17302 | " // Create a \"websocket\"-like object which calls the given IPython comm\n", | |
|
17303 | " // object with the appropriate methods. Currently this is a non binary\n", | |
|
17304 | " // socket, so there is still some room for performance tuning.\n", | |
|
17305 | " var ws = {};\n", | |
|
17306 | "\n", | |
|
17307 | " ws.close = function() {\n", | |
|
17308 | " comm.close()\n", | |
|
17309 | " };\n", | |
|
17310 | " ws.send = function(m) {\n", | |
|
17311 | " //console.log('sending', m);\n", | |
|
17312 | " comm.send(m);\n", | |
|
17313 | " };\n", | |
|
17314 | " // Register the callback with on_msg.\n", | |
|
17315 | " comm.on_msg(function(msg) {\n", | |
|
17316 | " //console.log('receiving', msg['content']['data'], msg);\n", | |
|
17317 | " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", | |
|
17318 | " ws.onmessage(msg['content']['data'])\n", | |
|
17319 | " });\n", | |
|
17320 | " return ws;\n", | |
|
17321 | "}\n", | |
|
17322 | "\n", | |
|
17323 | "mpl.mpl_figure_comm = function(comm, msg) {\n", | |
|
17324 | " // This is the function which gets called when the mpl process\n", | |
|
17325 | " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", | |
|
17326 | "\n", | |
|
17327 | " var id = msg.content.data.id;\n", | |
|
17328 | " // Get hold of the div created by the display call when the Comm\n", | |
|
17329 | " // socket was opened in Python.\n", | |
|
17330 | " var element = $(\"#\" + id);\n", | |
|
17331 | " var ws_proxy = comm_websocket_adapter(comm)\n", | |
|
17332 | "\n", | |
|
17333 | " function ondownload(figure, format) {\n", | |
|
17334 | " window.open(figure.imageObj.src);\n", | |
|
17335 | " }\n", | |
|
17336 | "\n", | |
|
17337 | " var fig = new mpl.figure(id, ws_proxy,\n", | |
|
17338 | " ondownload,\n", | |
|
17339 | " element.get(0));\n", | |
|
17340 | "\n", | |
|
17341 | " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", | |
|
17342 | " // web socket which is closed, not our websocket->open comm proxy.\n", | |
|
17343 | " ws_proxy.onopen();\n", | |
|
17344 | "\n", | |
|
17345 | " fig.parent_element = element.get(0);\n", | |
|
17346 | " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", | |
|
17347 | " if (!fig.cell_info) {\n", | |
|
17348 | " console.error(\"Failed to find cell for figure\", id, fig);\n", | |
|
17349 | " return;\n", | |
|
17350 | " }\n", | |
|
17351 | "\n", | |
|
17352 | " var output_index = fig.cell_info[2]\n", | |
|
17353 | " var cell = fig.cell_info[0];\n", | |
|
17354 | "\n", | |
|
17355 | "};\n", | |
|
17356 | "\n", | |
|
17357 | "mpl.figure.prototype.handle_close = function(fig, msg) {\n", | |
|
17358 | " var width = fig.canvas.width/mpl.ratio\n", | |
|
17359 | " fig.root.unbind('remove')\n", | |
|
17360 | "\n", | |
|
17361 | " // Update the output cell to use the data from the current canvas.\n", | |
|
17362 | " fig.push_to_output();\n", | |
|
17363 | " var dataURL = fig.canvas.toDataURL();\n", | |
|
17364 | " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", | |
|
17365 | " // the notebook keyboard shortcuts fail.\n", | |
|
17366 | " IPython.keyboard_manager.enable()\n", | |
|
17367 | " $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n", | |
|
17368 | " fig.close_ws(fig, msg);\n", | |
|
17369 | "}\n", | |
|
17370 | "\n", | |
|
17371 | "mpl.figure.prototype.close_ws = function(fig, msg){\n", | |
|
17372 | " fig.send_message('closing', msg);\n", | |
|
17373 | " // fig.ws.close()\n", | |
|
17374 | "}\n", | |
|
17375 | "\n", | |
|
17376 | "mpl.figure.prototype.push_to_output = function(remove_interactive) {\n", | |
|
17377 | " // Turn the data on the canvas into data in the output cell.\n", | |
|
17378 | " var width = this.canvas.width/mpl.ratio\n", | |
|
17379 | " var dataURL = this.canvas.toDataURL();\n", | |
|
17380 | " this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", | |
|
17381 | "}\n", | |
|
17382 | "\n", | |
|
17383 | "mpl.figure.prototype.updated_canvas_event = function() {\n", | |
|
17384 | " // Tell IPython that the notebook contents must change.\n", | |
|
17385 | " IPython.notebook.set_dirty(true);\n", | |
|
17386 | " this.send_message(\"ack\", {});\n", | |
|
17387 | " var fig = this;\n", | |
|
17388 | " // Wait a second, then push the new image to the DOM so\n", | |
|
17389 | " // that it is saved nicely (might be nice to debounce this).\n", | |
|
17390 | " setTimeout(function () { fig.push_to_output() }, 1000);\n", | |
|
17391 | "}\n", | |
|
17392 | "\n", | |
|
17393 | "mpl.figure.prototype._init_toolbar = function() {\n", | |
|
17394 | " var fig = this;\n", | |
|
17395 | "\n", | |
|
17396 | " var nav_element = $('<div/>')\n", | |
|
17397 | " nav_element.attr('style', 'width: 100%');\n", | |
|
17398 | " this.root.append(nav_element);\n", | |
|
17399 | "\n", | |
|
17400 | " // Define a callback function for later on.\n", | |
|
17401 | " function toolbar_event(event) {\n", | |
|
17402 | " return fig.toolbar_button_onclick(event['data']);\n", | |
|
17403 | " }\n", | |
|
17404 | " function toolbar_mouse_event(event) {\n", | |
|
17405 | " return fig.toolbar_button_onmouseover(event['data']);\n", | |
|
17406 | " }\n", | |
|
17407 | "\n", | |
|
17408 | " for(var toolbar_ind in mpl.toolbar_items){\n", | |
|
17409 | " var name = mpl.toolbar_items[toolbar_ind][0];\n", | |
|
17410 | " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", | |
|
17411 | " var image = mpl.toolbar_items[toolbar_ind][2];\n", | |
|
17412 | " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", | |
|
17413 | "\n", | |
|
17414 | " if (!name) { continue; };\n", | |
|
17415 | "\n", | |
|
17416 | " var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n", | |
|
17417 | " button.click(method_name, toolbar_event);\n", | |
|
17418 | " button.mouseover(tooltip, toolbar_mouse_event);\n", | |
|
17419 | " nav_element.append(button);\n", | |
|
17420 | " }\n", | |
|
17421 | "\n", | |
|
17422 | " // Add the status bar.\n", | |
|
17423 | " var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n", | |
|
17424 | " nav_element.append(status_bar);\n", | |
|
17425 | " this.message = status_bar[0];\n", | |
|
17426 | "\n", | |
|
17427 | " // Add the close button to the window.\n", | |
|
17428 | " var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n", | |
|
17429 | " var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n", | |
|
17430 | " button.click(function (evt) { fig.handle_close(fig, {}); } );\n", | |
|
17431 | " button.mouseover('Stop Interaction', toolbar_mouse_event);\n", | |
|
17432 | " buttongrp.append(button);\n", | |
|
17433 | " var titlebar = this.root.find($('.ui-dialog-titlebar'));\n", | |
|
17434 | " titlebar.prepend(buttongrp);\n", | |
|
17435 | "}\n", | |
|
17436 | "\n", | |
|
17437 | "mpl.figure.prototype._root_extra_style = function(el){\n", | |
|
17438 | " var fig = this\n", | |
|
17439 | " el.on(\"remove\", function(){\n", | |
|
17440 | "\tfig.close_ws(fig, {});\n", | |
|
17441 | " });\n", | |
|
17442 | "}\n", | |
|
17443 | "\n", | |
|
17444 | "mpl.figure.prototype._canvas_extra_style = function(el){\n", | |
|
17445 | " // this is important to make the div 'focusable\n", | |
|
17446 | " el.attr('tabindex', 0)\n", | |
|
17447 | " // reach out to IPython and tell the keyboard manager to turn it's self\n", | |
|
17448 | " // off when our div gets focus\n", | |
|
17449 | "\n", | |
|
17450 | " // location in version 3\n", | |
|
17451 | " if (IPython.notebook.keyboard_manager) {\n", | |
|
17452 | " IPython.notebook.keyboard_manager.register_events(el);\n", | |
|
17453 | " }\n", | |
|
17454 | " else {\n", | |
|
17455 | " // location in version 2\n", | |
|
17456 | " IPython.keyboard_manager.register_events(el);\n", | |
|
17457 | " }\n", | |
|
17458 | "\n", | |
|
17459 | "}\n", | |
|
17460 | "\n", | |
|
17461 | "mpl.figure.prototype._key_event_extra = function(event, name) {\n", | |
|
17462 | " var manager = IPython.notebook.keyboard_manager;\n", | |
|
17463 | " if (!manager)\n", | |
|
17464 | " manager = IPython.keyboard_manager;\n", | |
|
17465 | "\n", | |
|
17466 | " // Check for shift+enter\n", | |
|
17467 | " if (event.shiftKey && event.which == 13) {\n", | |
|
17468 | " this.canvas_div.blur();\n", | |
|
17469 | " event.shiftKey = false;\n", | |
|
17470 | " // Send a \"J\" for go to next cell\n", | |
|
17471 | " event.which = 74;\n", | |
|
17472 | " event.keyCode = 74;\n", | |
|
17473 | " manager.command_mode();\n", | |
|
17474 | " manager.handle_keydown(event);\n", | |
|
17475 | " }\n", | |
|
17476 | "}\n", | |
|
17477 | "\n", | |
|
17478 | "mpl.figure.prototype.handle_save = function(fig, msg) {\n", | |
|
17479 | " fig.ondownload(fig, null);\n", | |
|
17480 | "}\n", | |
|
17481 | "\n", | |
|
17482 | "\n", | |
|
17483 | "mpl.find_output_cell = function(html_output) {\n", | |
|
17484 | " // Return the cell and output element which can be found *uniquely* in the notebook.\n", | |
|
17485 | " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", | |
|
17486 | " // IPython event is triggered only after the cells have been serialised, which for\n", | |
|
17487 | " // our purposes (turning an active figure into a static one), is too late.\n", | |
|
17488 | " var cells = IPython.notebook.get_cells();\n", | |
|
17489 | " var ncells = cells.length;\n", | |
|
17490 | " for (var i=0; i<ncells; i++) {\n", | |
|
17491 | " var cell = cells[i];\n", | |
|
17492 | " if (cell.cell_type === 'code'){\n", | |
|
17493 | " for (var j=0; j<cell.output_area.outputs.length; j++) {\n", | |
|
17494 | " var data = cell.output_area.outputs[j];\n", | |
|
17495 | " if (data.data) {\n", | |
|
17496 | " // IPython >= 3 moved mimebundle to data attribute of output\n", | |
|
17497 | " data = data.data;\n", | |
|
17498 | " }\n", | |
|
17499 | " if (data['text/html'] == html_output) {\n", | |
|
17500 | " return [cell, data, j];\n", | |
|
17501 | " }\n", | |
|
17502 | " }\n", | |
|
17503 | " }\n", | |
|
17504 | " }\n", | |
|
17505 | "}\n", | |
|
17506 | "\n", | |
|
17507 | "// Register the function which deals with the matplotlib target/channel.\n", | |
|
17508 | "// The kernel may be null if the page has been refreshed.\n", | |
|
17509 | "if (IPython.notebook.kernel != null) {\n", | |
|
17510 | " IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n", | |
|
17511 | "}\n" | |
|
17512 | ], | |
|
17513 | "text/plain": [ | |
|
17514 | "<IPython.core.display.Javascript object>" | |
|
17515 | ] | |
|
17516 | }, | |
|
17517 | "metadata": {}, | |
|
17518 | "output_type": "display_data" | |
|
17519 | }, | |
|
17520 | { | |
|
17521 | "data": { | |
|
17522 | "text/html": [ | |
|
17523 | "<img 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\" width=\"900\">" | |
|
17524 | ], | |
|
17525 | "text/plain": [ | |
|
17526 | "<IPython.core.display.HTML object>" | |
|
17527 | ] | |
|
17528 | }, | |
|
17529 | "metadata": {}, | |
|
17530 | "output_type": "display_data" | |
|
17531 | } | |
|
17532 | ], | |
|
17533 | "source": [ | |
|
17534 | "LFR_packets = []\n", | |
|
17535 | "DPU_packets = []\n", | |
|
17536 | "\n", | |
|
17537 | "\n", | |
|
17538 | "for spw_log_file in [\"data/char\"+str(i) for i in range(1,12)]:\n", | |
|
17539 | "#for spw_log_file in [\"data/char\"+str(i) for i in range(1,2)]:\n", | |
|
17540 | " with open(spw_log_file,'r') as f:\n", | |
|
17541 | " data = f.readlines()\n", | |
|
17542 | " header = data[0]\n", | |
|
17543 | " data = data[1:]\n", | |
|
17544 | "\n", | |
|
17545 | " data = [line.split(',') for line in data]\n", | |
|
17546 | " packets_data = [byte for byte in data if \n", | |
|
17547 | " 'NCHAR' in byte[2] or \n", | |
|
17548 | " 'NCHAR' in byte[5] or \n", | |
|
17549 | " 'EOP' in byte[2] or \n", | |
|
17550 | " 'EOP' in byte[5] \n", | |
|
17551 | " ]\n", | |
|
17552 | " timecodes = [Timecode(line) for line in data if 'TIMECODE' in line[2]]\n", | |
|
17553 | " len(packets_data),len(data)\n", | |
|
17554 | "\n", | |
|
17555 | " eop = np.array([True if 'EOP' in line else False for line in packets_data ])\n", | |
|
17556 | " packets_ends = np.where(eop == True)[0].tolist()\n", | |
|
17557 | " packet_count = len(packets_ends)\n", | |
|
17558 | "\n", | |
|
17559 | " packets = [[], []]\n", | |
|
17560 | " for start,end in zip([0]+packets_ends[:-1],packets_ends):\n", | |
|
17561 | " packet = Packet(parse_delta(packets_data[start][0]))\n", | |
|
17562 | " is_lfr=0\n", | |
|
17563 | " for i in range(start,end):\n", | |
|
17564 | " if 'NCHAR' in packets_data[i][2]:\n", | |
|
17565 | " packet.append(packets_data[i][2])\n", | |
|
17566 | " elif 'NCHAR' in packets_data[i][5]:\n", | |
|
17567 | " packet.append(packets_data[i][5])\n", | |
|
17568 | " is_lfr=1\n", | |
|
17569 | " packets[is_lfr].append(packet)\n", | |
|
17570 | " LFR_packets = packets[1]\n", | |
|
17571 | " DPU_packets = packets[0]\n", | |
|
17572 | "\n", | |
|
17573 | " TC_UPDATE_TIME = [TC_UpdateTime(packet) for packet in DPU_packets if packet.data[11:13] == [9,129]]\n", | |
|
17574 | "\n", | |
|
17575 | " TC_UPDATE_TIME_T = [tc.CUC.to_datetime() for tc in TC_UPDATE_TIME]\n", | |
|
17576 | " TC_UPDATE_TIME_TStamp = [tc.timestamp for tc in TC_UPDATE_TIME]\n", | |
|
17577 | " \n", | |
|
17578 | " timecode_values = [tc.value for tc in timecodes]\n", | |
|
17579 | " timecode_tstamp = [tc.timestamp for tc in timecodes]\n", | |
|
17580 | "\n", | |
|
17581 | "\n", | |
|
17582 | "\n", | |
|
17583 | " plt.figure(figsize=(9,6))\n", | |
|
17584 | " plt.step(TC_UPDATE_TIME_T, TC_UPDATE_TIME_TStamp, \"r\", label='Packet relative time Vs TC Time')\n", | |
|
17585 | " plt.xlabel(\"Telecommand time\")\n", | |
|
17586 | " plt.ylabel(\"packet time(s)\")\n", | |
|
17587 | " plt.legend(loc=2)\n", | |
|
17588 | " ax2 = plt.gca().twinx()\n", | |
|
17589 | " ax2.plot(TC_UPDATE_TIME_T[:-1], np.subtract(TC_UPDATE_TIME_TStamp[1:],TC_UPDATE_TIME_TStamp[:-1]),\n", | |
|
17590 | " \"b\", label=\"Time between two TC_UPDATE_TIME\")\n", | |
|
17591 | " ax2.set_ylabel(\"Delta(s)\")\n", | |
|
17592 | " \n", | |
|
17593 | " min_len = min(len(timecode_tstamp), len(TC_UPDATE_TIME_TStamp))\n", | |
|
17594 | " diff = np.subtract( timecode_tstamp[:min_len][:-1], TC_UPDATE_TIME_TStamp[:min_len][1:])\n", | |
|
17595 | " diff_x = TC_UPDATE_TIME_T[:min_len][1:]\n", | |
|
17596 | " if diff[0] < 0 :\n", | |
|
17597 | " diff = np.subtract( timecode_tstamp[:min_len], TC_UPDATE_TIME_TStamp[:min_len])\n", | |
|
17598 | " diff_x = TC_UPDATE_TIME_T[:min_len]\n", | |
|
17599 | " ax2.plot(diff_x, diff,'g', label=\"Time between Timecode and TC_UPDATE_TIME\")\n", | |
|
17600 | " \n", | |
|
17601 | " plt.legend(loc=1)\n", | |
|
17602 | " plt.tight_layout()\n", | |
|
17603 | "\n", | |
|
17604 | "\n", | |
|
17605 | " plt.figure(figsize=(9,6))\n", | |
|
17606 | " plt.title(\"Timecodes\")\n", | |
|
17607 | " plt.ylabel(\"Timecode Value\")\n", | |
|
17608 | " plt.xlabel(\"Timecode relative time(s)\")\n", | |
|
17609 | " plt.plot(timecode_tstamp, timecode_values,\"r\", label=\"Timecodes\")\n", | |
|
17610 | " plt.legend(loc=2)\n", | |
|
17611 | " ax2 = plt.gca().twinx()\n", | |
|
17612 | "\n", | |
|
17613 | " ax2.set_ylabel(\"Time(s)\")\n", | |
|
17614 | " ax2.plot(timecode_tstamp[:-1], np.subtract(timecode_tstamp[1:], timecode_tstamp[:-1]), \"b\", label=\"Timecodes regularity\")\n", | |
|
17615 | " plt.legend(loc=1)\n", | |
|
17616 | " plt.tight_layout()\n", | |
|
17617 | " \n", | |
|
17618 | " " | |
|
17619 | ] | |
|
17620 | } | |
|
17621 | ], | |
|
17622 | "metadata": { | |
|
17623 | "gist": { | |
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17624 | "data": { | |
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17625 | "description": "Untitled.ipynb", | |
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17626 | "public": false | |
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17627 | }, | |
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17628 | "id": "" | |
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17629 | }, | |
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17630 | "kernelspec": { | |
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17631 | "display_name": "Python 3", | |
|
17632 | "language": "python", | |
|
17633 | "name": "python3" | |
|
17634 | }, | |
|
17635 | "language_info": { | |
|
17636 | "codemirror_mode": { | |
|
17637 | "name": "ipython", | |
|
17638 | "version": 3 | |
|
17639 | }, | |
|
17640 | "file_extension": ".py", | |
|
17641 | "mimetype": "text/x-python", | |
|
17642 | "name": "python", | |
|
17643 | "nbconvert_exporter": "python", | |
|
17644 | "pygments_lexer": "ipython3", | |
|
17645 | "version": "3.6.4" | |
|
17646 | }, | |
|
17647 | "toc": { | |
|
17648 | "base_numbering": 1, | |
|
17649 | "nav_menu": { | |
|
17650 | "height": "174px", | |
|
17651 | "width": "186px" | |
|
17652 | }, | |
|
17653 | "number_sections": true, | |
|
17654 | "sideBar": true, | |
|
17655 | "skip_h1_title": false, | |
|
17656 | "title_cell": "Table of Contents", | |
|
17657 | "title_sidebar": "Contents", | |
|
17658 | "toc_cell": false, | |
|
17659 | "toc_position": {}, | |
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17660 | "toc_section_display": true, | |
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17661 | "toc_window_display": false | |
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17662 | }, | |
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17663 | "varInspector": { | |
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17664 | "cols": { | |
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17665 | "lenName": 16, | |
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17666 | "lenType": 16, | |
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17667 | "lenVar": 40 | |
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17668 | }, | |
|
17669 | "kernels_config": { | |
|
17670 | "python": { | |
|
17671 | "delete_cmd_postfix": "", | |
|
17672 | "delete_cmd_prefix": "del ", | |
|
17673 | "library": "var_list.py", | |
|
17674 | "varRefreshCmd": "print(var_dic_list())" | |
|
17675 | }, | |
|
17676 | "r": { | |
|
17677 | "delete_cmd_postfix": ") ", | |
|
17678 | "delete_cmd_prefix": "rm(", | |
|
17679 | "library": "var_list.r", | |
|
17680 | "varRefreshCmd": "cat(var_dic_list()) " | |
|
17681 | } | |
|
17682 | }, | |
|
17683 | "position": { | |
|
17684 | "height": "277px", | |
|
17685 | "left": "1001px", | |
|
17686 | "right": "33px", | |
|
17687 | "top": "132px", | |
|
17688 | "width": "566px" | |
|
17689 | }, | |
|
17690 | "types_to_exclude": [ | |
|
17691 | "module", | |
|
17692 | "function", | |
|
17693 | "builtin_function_or_method", | |
|
17694 | "instance", | |
|
17695 | "_Feature" | |
|
17696 | ], | |
|
17697 | "window_display": false | |
|
17698 | } | |
|
17699 | }, | |
|
17700 | "nbformat": 4, | |
|
17701 | "nbformat_minor": 2 | |
|
17702 | } |
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